warning: commands will be executed using /bin/sh
job 2585 at Sat Mar 29 20:25:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140328/YutaMouse20-140328/YutaMouse20-140328
ElecNo	4
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 3872876 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1290958 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68216 members 
Mstep: Class 2 contains 67694 members 
Mstep: Class 3 contains 68034 members 
Mstep: Class 4 contains 67590 members 
Mstep: Class 5 contains 68257 members 
Mstep: Class 6 contains 67793 members 
Mstep: Class 7 contains 68204 members 
Mstep: Class 8 contains 67456 members 
Mstep: Class 9 contains 67970 members 
Mstep: Class 10 contains 67823 members 
Mstep: Class 11 contains 68032 members 
Mstep: Class 12 contains 67920 members 
Mstep: Class 13 contains 68057 members 
Mstep: Class 14 contains 67780 members 
Mstep: Class 15 contains 67799 members 
Mstep: Class 16 contains 68631 members 
Mstep: Class 17 contains 67853 members 
Mstep: Class 18 contains 68037 members 
Mstep: Class 19 contains 67812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 397.100372 but Gain 3489.578125
Score: -155394672.000000 Penalty: 62812.476562
Iteration 0F: 19 clusters Score -1.553947e+08 nChanged 1219080
Entering Unmasked Mstep 
Mstep: Class 0 contains 2899 members 
Mstep: Class 1 contains 81860 members 
Mstep: Class 2 contains 10256 members 
Mstep: Class 3 contains 71602 members 
Mstep: Class 4 contains 21249 members 
Mstep: Class 5 contains 46694 members 
Mstep: Class 6 contains 41024 members 
Mstep: Class 7 contains 13866 members 
Mstep: Class 8 contains 103184 members 
Mstep: Class 9 contains 17614 members 
Mstep: Class 10 contains 121527 members 
Mstep: Class 11 contains 85985 members 
Mstep: Class 12 contains 109661 members 
Mstep: Class 13 contains 37365 members 
Mstep: Class 14 contains 5822 members 
Mstep: Class 16 contains 106570 members 
Mstep: Class 17 contains 21877 members 
Mstep: Class 18 contains 358774 members 
Mstep: Class 19 contains 33129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159486656.000000 Penalty: 62812.476562
Iteration 1F: 19 clusters Score -1.594867e+08 nChanged 460192
Entering Unmasked Mstep 
Mstep: Class 0 contains 2940 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 4564 members 
Mstep: Class 3 contains 100134 members 
Mstep: Class 4 contains 14226 members 
Mstep: Class 5 contains 39488 members 
Mstep: Class 6 contains 44542 members 
Mstep: Class 7 contains 8666 members 
Mstep: Class 8 contains 99097 members 
Mstep: Class 9 contains 10992 members 
Mstep: Class 10 contains 160333 members 
Mstep: Class 11 contains 126519 members 
Mstep: Class 12 contains 111212 members 
Mstep: Class 13 contains 44089 members 
Mstep: Class 14 contains 1608 members 
Mstep: Class 16 contains 102279 members 
Mstep: Class 17 contains 22822 members 
Mstep: Class 18 contains 296754 members 
Mstep: Class 19 contains 24840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1518.942383 but Gain 3489.582031
Score: -160114752.000000 Penalty: 59322.894531
Iteration 2F: 18 clusters Score -1.601148e+08 nChanged 286686
Entering Unmasked Mstep 
Mstep: Class 0 contains 2694 members 
Mstep: Class 1 contains 62487 members 
Mstep: Class 3 contains 114683 members 
Mstep: Class 4 contains 9384 members 
Mstep: Class 5 contains 29268 members 
Mstep: Class 6 contains 40046 members 
Mstep: Class 7 contains 5446 members 
Mstep: Class 8 contains 90997 members 
Mstep: Class 9 contains 8013 members 
Mstep: Class 10 contains 171475 members 
Mstep: Class 11 contains 153715 members 
Mstep: Class 12 contains 117889 members 
Mstep: Class 13 contains 49190 members 
Mstep: Class 14 contains 873 members 
Mstep: Class 16 contains 104934 members 
Mstep: Class 17 contains 20278 members 
Mstep: Class 18 contains 294125 members 
Mstep: Class 19 contains 15461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160360288.000000 Penalty: 59322.894531
Iteration 3F: 18 clusters Score -1.603603e+08 nChanged 212697
Entering Unmasked Mstep 
Mstep: Class 0 contains 2150 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 3 contains 126232 members 
Mstep: Class 4 contains 6457 members 
Mstep: Class 5 contains 20965 members 
Mstep: Class 6 contains 33775 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 76110 members 
Mstep: Class 9 contains 6990 members 
Mstep: Class 10 contains 174676 members 
Mstep: Class 11 contains 177132 members 
Mstep: Class 12 contains 118143 members 
Mstep: Class 13 contains 54241 members 
Mstep: Class 14 contains 1470 members 
Mstep: Class 16 contains 122540 members 
Mstep: Class 17 contains 17522 members 
Mstep: Class 18 contains 287685 members 
Mstep: Class 19 contains 9736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2951.522949 but Gain 3489.582031
Score: -160568080.000000 Penalty: 55833.312500
Iteration 4F: 17 clusters Score -1.605681e+08 nChanged 194137
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 3 contains 141592 members 
Mstep: Class 4 contains 4758 members 
Mstep: Class 5 contains 15112 members 
Mstep: Class 6 contains 28354 members 
Mstep: Class 8 contains 58055 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 10 contains 170273 members 
Mstep: Class 11 contains 191309 members 
Mstep: Class 12 contains 112390 members 
Mstep: Class 13 contains 57927 members 
Mstep: Class 14 contains 2272 members 
Mstep: Class 16 contains 154355 members 
Mstep: Class 17 contains 16200 members 
Mstep: Class 18 contains 280194 members 
Mstep: Class 19 contains 6753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160771008.000000 Penalty: 55833.312500
Iteration 5F: 17 clusters Score -1.60771e+08 nChanged 173478
Entering Unmasked Mstep 
Mstep: Class 0 contains 319 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 3 contains 160105 members 
Mstep: Class 4 contains 3780 members 
Mstep: Class 5 contains 10848 members 
Mstep: Class 6 contains 23367 members 
Mstep: Class 8 contains 38757 members 
Mstep: Class 9 contains 6733 members 
Mstep: Class 10 contains 162659 members 
Mstep: Class 11 contains 187510 members 
Mstep: Class 12 contains 103689 members 
Mstep: Class 13 contains 60514 members 
Mstep: Class 14 contains 2761 members 
Mstep: Class 16 contains 198611 members 
Mstep: Class 17 contains 15708 members 
Mstep: Class 18 contains 273112 members 
Mstep: Class 19 contains 5008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160897632.000000 Penalty: 55833.312500
Iteration 6F: 17 clusters Score -1.608976e+08 nChanged 158241
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 3 contains 183771 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 8126 members 
Mstep: Class 6 contains 18822 members 
Mstep: Class 8 contains 22963 members 
Mstep: Class 9 contains 6900 members 
Mstep: Class 10 contains 151169 members 
Mstep: Class 11 contains 168447 members 
Mstep: Class 12 contains 95447 members 
Mstep: Class 13 contains 62395 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 16 contains 255921 members 
Mstep: Class 17 contains 16422 members 
Mstep: Class 18 contains 257819 members 
Mstep: Class 19 contains 3983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3348.142822 but Gain 3489.582031
Score: -160988912.000000 Penalty: 52343.730469
Iteration 7F: 16 clusters Score -1.609889e+08 nChanged 151609
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 3 contains 206910 members 
Mstep: Class 5 contains 6575 members 
Mstep: Class 6 contains 14893 members 
Mstep: Class 8 contains 13298 members 
Mstep: Class 9 contains 6985 members 
Mstep: Class 10 contains 137942 members 
Mstep: Class 11 contains 147161 members 
Mstep: Class 12 contains 89612 members 
Mstep: Class 13 contains 63803 members 
Mstep: Class 14 contains 2981 members 
Mstep: Class 16 contains 315962 members 
Mstep: Class 17 contains 17925 members 
Mstep: Class 18 contains 234390 members 
Mstep: Class 19 contains 3506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160984448.000000 Penalty: 52343.730469
Iteration 8F: 16 clusters Score -1.609844e+08 nChanged 138553
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 3 contains 221898 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 12187 members 
Mstep: Class 8 contains 8472 members 
Mstep: Class 9 contains 7312 members 
Mstep: Class 10 contains 134623 members 
Mstep: Class 11 contains 141889 members 
Mstep: Class 12 contains 86610 members 
Mstep: Class 13 contains 66009 members 
Mstep: Class 14 contains 2981 members 
Mstep: Class 16 contains 332303 members 
Mstep: Class 17 contains 19212 members 
Mstep: Class 18 contains 220212 members 
Mstep: Class 19 contains 3406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160983152.000000 Penalty: 52343.730469
Iteration 9F: 16 clusters Score -1.609832e+08 nChanged 104731
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 3 contains 226014 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 10078 members 
Mstep: Class 8 contains 6562 members 
Mstep: Class 9 contains 7927 members 
Mstep: Class 10 contains 142058 members 
Mstep: Class 11 contains 147507 members 
Mstep: Class 12 contains 84473 members 
Mstep: Class 13 contains 68675 members 
Mstep: Class 14 contains 2981 members 
Mstep: Class 16 contains 314587 members 
Mstep: Class 17 contains 20306 members 
Mstep: Class 18 contains 223241 members 
Mstep: Class 19 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161040928.000000 Penalty: 52343.730469
Iteration 10F: 16 clusters Score -1.610409e+08 nChanged 82170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 3 contains 217675 members 
Mstep: Class 5 contains 5525 members 
Mstep: Class 6 contains 8183 members 
Mstep: Class 8 contains 5801 members 
Mstep: Class 9 contains 8346 members 
Mstep: Class 10 contains 152246 members 
Mstep: Class 11 contains 152114 members 
Mstep: Class 12 contains 82191 members 
Mstep: Class 13 contains 70335 members 
Mstep: Class 14 contains 2983 members 
Mstep: Class 16 contains 309681 members 
Mstep: Class 17 contains 21153 members 
Mstep: Class 18 contains 225185 members 
Mstep: Class 19 contains 3210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161075312.000000 Penalty: 52343.730469
Iteration 11F: 16 clusters Score -1.610753e+08 nChanged 68470
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 3 contains 206800 members 
Mstep: Class 5 contains 5309 members 
Mstep: Class 6 contains 6843 members 
Mstep: Class 8 contains 5478 members 
Mstep: Class 9 contains 8773 members 
Mstep: Class 10 contains 163236 members 
Mstep: Class 11 contains 156542 members 
Mstep: Class 12 contains 80411 members 
Mstep: Class 13 contains 71825 members 
Mstep: Class 14 contains 2983 members 
Mstep: Class 16 contains 305130 members 
Mstep: Class 17 contains 22126 members 
Mstep: Class 18 contains 226950 members 
Mstep: Class 19 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161102656.000000 Penalty: 52343.730469
Iteration 12F: 16 clusters Score -1.611027e+08 nChanged 59031
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 3 contains 197226 members 
Mstep: Class 5 contains 5141 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 8 contains 5291 members 
Mstep: Class 9 contains 9165 members 
Mstep: Class 10 contains 172069 members 
Mstep: Class 11 contains 160810 members 
Mstep: Class 12 contains 78982 members 
Mstep: Class 13 contains 73167 members 
Mstep: Class 14 contains 2985 members 
Mstep: Class 16 contains 300430 members 
Mstep: Class 17 contains 23223 members 
Mstep: Class 18 contains 228382 members 
Mstep: Class 19 contains 2914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161122784.000000 Penalty: 52343.730469
Iteration 13Q: 16 clusters Score -1.611228e+08 nChanged 50246
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 3 contains 189651 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 5228 members 
Mstep: Class 8 contains 5190 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 176759 members 
Mstep: Class 11 contains 165396 members 
Mstep: Class 12 contains 77805 members 
Mstep: Class 13 contains 74363 members 
Mstep: Class 14 contains 2985 members 
Mstep: Class 16 contains 296626 members 
Mstep: Class 17 contains 24428 members 
Mstep: Class 18 contains 229984 members 
Mstep: Class 19 contains 2790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161135968.000000 Penalty: 52343.730469
Iteration 14Q: 16 clusters Score -1.61136e+08 nChanged 42017
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 3 contains 184246 members 
Mstep: Class 5 contains 5099 members 
Mstep: Class 6 contains 4711 members 
Mstep: Class 8 contains 5128 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 177830 members 
Mstep: Class 11 contains 169754 members 
Mstep: Class 12 contains 76819 members 
Mstep: Class 13 contains 75496 members 
Mstep: Class 14 contains 2985 members 
Mstep: Class 16 contains 292924 members 
Mstep: Class 17 contains 25827 members 
Mstep: Class 18 contains 232189 members 
Mstep: Class 19 contains 2710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161148016.000000 Penalty: 52343.730469
Iteration 15Q: 16 clusters Score -1.61148e+08 nChanged 35464
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 3 contains 180300 members 
Mstep: Class 5 contains 5180 members 
Mstep: Class 6 contains 4333 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 9972 members 
Mstep: Class 10 contains 176903 members 
Mstep: Class 11 contains 172807 members 
Mstep: Class 12 contains 75996 members 
Mstep: Class 13 contains 76438 members 
Mstep: Class 14 contains 2986 members 
Mstep: Class 16 contains 290526 members 
Mstep: Class 17 contains 27395 members 
Mstep: Class 18 contains 234502 members 
Mstep: Class 19 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161158256.000000 Penalty: 52343.730469
Iteration 16Q: 16 clusters Score -1.611583e+08 nChanged 30195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 3 contains 177280 members 
Mstep: Class 5 contains 5296 members 
Mstep: Class 6 contains 4076 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 10064 members 
Mstep: Class 10 contains 175577 members 
Mstep: Class 11 contains 174682 members 
Mstep: Class 12 contains 75368 members 
Mstep: Class 13 contains 77235 members 
Mstep: Class 14 contains 2988 members 
Mstep: Class 16 contains 288399 members 
Mstep: Class 17 contains 29066 members 
Mstep: Class 18 contains 236666 members 
Mstep: Class 19 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161165360.000000 Penalty: 52343.730469
Iteration 17Q: 16 clusters Score -1.611654e+08 nChanged 26213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 3 contains 174987 members 
Mstep: Class 5 contains 5431 members 
Mstep: Class 6 contains 3945 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 10072 members 
Mstep: Class 10 contains 174627 members 
Mstep: Class 11 contains 175801 members 
Mstep: Class 12 contains 74871 members 
Mstep: Class 13 contains 77893 members 
Mstep: Class 14 contains 2991 members 
Mstep: Class 16 contains 285525 members 
Mstep: Class 17 contains 30870 members 
Mstep: Class 18 contains 238901 members 
Mstep: Class 19 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161170160.000000 Penalty: 52343.730469
Iteration 18Q: 16 clusters Score -1.611702e+08 nChanged 23258
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 3 contains 173579 members 
Mstep: Class 5 contains 5587 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 8 contains 5048 members 
Mstep: Class 9 contains 10052 members 
Mstep: Class 10 contains 173958 members 
Mstep: Class 11 contains 176005 members 
Mstep: Class 12 contains 74483 members 
Mstep: Class 13 contains 78558 members 
Mstep: Class 14 contains 2993 members 
Mstep: Class 16 contains 281811 members 
Mstep: Class 17 contains 32841 members 
Mstep: Class 18 contains 241159 members 
Mstep: Class 19 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161173792.000000 Penalty: 52343.730469
Iteration 19Q: 16 clusters Score -1.611738e+08 nChanged 21230
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 3 contains 172594 members 
Mstep: Class 5 contains 5719 members 
Mstep: Class 6 contains 3815 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 10038 members 
Mstep: Class 10 contains 173834 members 
Mstep: Class 11 contains 175697 members 
Mstep: Class 12 contains 74147 members 
Mstep: Class 13 contains 79104 members 
Mstep: Class 14 contains 2993 members 
Mstep: Class 16 contains 277418 members 
Mstep: Class 17 contains 34907 members 
Mstep: Class 18 contains 243422 members 
Mstep: Class 19 contains 2599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161177232.000000 Penalty: 52343.730469
Iteration 20F: 16 clusters Score -1.611772e+08 nChanged 19498
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 3 contains 171724 members 
Mstep: Class 5 contains 5852 members 
Mstep: Class 6 contains 3821 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 10040 members 
Mstep: Class 10 contains 174043 members 
Mstep: Class 11 contains 174893 members 
Mstep: Class 12 contains 73865 members 
Mstep: Class 13 contains 79468 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 16 contains 272828 members 
Mstep: Class 17 contains 37125 members 
Mstep: Class 18 contains 245677 members 
Mstep: Class 19 contains 2606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161180224.000000 Penalty: 52343.730469
Iteration 21Q: 16 clusters Score -1.611802e+08 nChanged 18328
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 3 contains 170966 members 
Mstep: Class 5 contains 6008 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 8 contains 5000 members 
Mstep: Class 9 contains 10041 members 
Mstep: Class 10 contains 174350 members 
Mstep: Class 11 contains 173733 members 
Mstep: Class 12 contains 73644 members 
Mstep: Class 13 contains 79740 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 16 contains 268206 members 
Mstep: Class 17 contains 39636 members 
Mstep: Class 18 contains 247565 members 
Mstep: Class 19 contains 2637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161182640.000000 Penalty: 52343.730469
Iteration 22Q: 16 clusters Score -1.611826e+08 nChanged 17411
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 3 contains 170413 members 
Mstep: Class 5 contains 6198 members 
Mstep: Class 6 contains 3849 members 
Mstep: Class 8 contains 4986 members 
Mstep: Class 9 contains 10052 members 
Mstep: Class 10 contains 174663 members 
Mstep: Class 11 contains 172165 members 
Mstep: Class 12 contains 73448 members 
Mstep: Class 13 contains 80039 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 16 contains 263529 members 
Mstep: Class 17 contains 42359 members 
Mstep: Class 18 contains 249164 members 
Mstep: Class 19 contains 2672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161185472.000000 Penalty: 52343.730469
Iteration 23Q: 16 clusters Score -1.611855e+08 nChanged 16889
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 3 contains 170088 members 
Mstep: Class 5 contains 6390 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 8 contains 4980 members 
Mstep: Class 9 contains 10041 members 
Mstep: Class 10 contains 174904 members 
Mstep: Class 11 contains 170597 members 
Mstep: Class 12 contains 73281 members 
Mstep: Class 13 contains 80322 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 16 contains 258502 members 
Mstep: Class 17 contains 45227 members 
Mstep: Class 18 contains 250616 members 
Mstep: Class 19 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161187472.000000 Penalty: 52343.730469
Iteration 24Q: 16 clusters Score -1.611875e+08 nChanged 16857
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 3 contains 169940 members 
Mstep: Class 5 contains 6630 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 8 contains 4975 members 
Mstep: Class 9 contains 10008 members 
Mstep: Class 10 contains 175020 members 
Mstep: Class 11 contains 168947 members 
Mstep: Class 12 contains 73129 members 
Mstep: Class 13 contains 80573 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 16 contains 252996 members 
Mstep: Class 17 contains 48367 members 
Mstep: Class 18 contains 251967 members 
Mstep: Class 19 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161189568.000000 Penalty: 52343.730469
Iteration 25Q: 16 clusters Score -1.611896e+08 nChanged 16534
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 3 contains 169815 members 
Mstep: Class 5 contains 6886 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 8 contains 4972 members 
Mstep: Class 9 contains 9973 members 
Mstep: Class 10 contains 175061 members 
Mstep: Class 11 contains 167378 members 
Mstep: Class 12 contains 73001 members 
Mstep: Class 13 contains 80775 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 16 contains 247308 members 
Mstep: Class 17 contains 51687 members 
Mstep: Class 18 contains 253129 members 
Mstep: Class 19 contains 2813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161192560.000000 Penalty: 52343.730469
Iteration 26Q: 16 clusters Score -1.611926e+08 nChanged 16424
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 3 contains 169711 members 
Mstep: Class 5 contains 7134 members 
Mstep: Class 6 contains 4222 members 
Mstep: Class 8 contains 4969 members 
Mstep: Class 9 contains 9935 members 
Mstep: Class 10 contains 174960 members 
Mstep: Class 11 contains 165862 members 
Mstep: Class 12 contains 72908 members 
Mstep: Class 13 contains 80945 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 16 contains 241535 members 
Mstep: Class 17 contains 55155 members 
Mstep: Class 18 contains 254141 members 
Mstep: Class 19 contains 2889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161195216.000000 Penalty: 52343.730469
Iteration 27Q: 16 clusters Score -1.611952e+08 nChanged 16389
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 3 contains 169630 members 
Mstep: Class 5 contains 7402 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 8 contains 4966 members 
Mstep: Class 9 contains 9912 members 
Mstep: Class 10 contains 174837 members 
Mstep: Class 11 contains 164410 members 
Mstep: Class 12 contains 72828 members 
Mstep: Class 13 contains 81059 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 16 contains 235695 members 
Mstep: Class 17 contains 58743 members 
Mstep: Class 18 contains 254776 members 
Mstep: Class 19 contains 2978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161198128.000000 Penalty: 52343.730469
Iteration 28Q: 16 clusters Score -1.611981e+08 nChanged 16336
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 3 contains 169478 members 
Mstep: Class 5 contains 7647 members 
Mstep: Class 6 contains 4542 members 
Mstep: Class 8 contains 4966 members 
Mstep: Class 9 contains 9874 members 
Mstep: Class 10 contains 174678 members 
Mstep: Class 11 contains 163082 members 
Mstep: Class 12 contains 72756 members 
Mstep: Class 13 contains 81158 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 16 contains 230050 members 
Mstep: Class 17 contains 62368 members 
Mstep: Class 18 contains 254942 members 
Mstep: Class 19 contains 3092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161201744.000000 Penalty: 52343.730469
Iteration 29Q: 16 clusters Score -1.612017e+08 nChanged 16127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 3 contains 169243 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 6 contains 4702 members 
Mstep: Class 8 contains 4968 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 174468 members 
Mstep: Class 11 contains 161693 members 
Mstep: Class 12 contains 72634 members 
Mstep: Class 13 contains 81170 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 16 contains 225072 members 
Mstep: Class 17 contains 66014 members 
Mstep: Class 18 contains 254672 members 
Mstep: Class 19 contains 3220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161205728.000000 Penalty: 52343.730469
Iteration 30Q: 16 clusters Score -1.612057e+08 nChanged 15728
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 3 contains 168885 members 
Mstep: Class 5 contains 8169 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 8 contains 4972 members 
Mstep: Class 9 contains 9829 members 
Mstep: Class 10 contains 174036 members 
Mstep: Class 11 contains 160286 members 
Mstep: Class 12 contains 72445 members 
Mstep: Class 13 contains 81156 members 
Mstep: Class 14 contains 2994 members 
Mstep: Class 16 contains 221024 members 
Mstep: Class 17 contains 69737 members 
Mstep: Class 18 contains 253872 members 
Mstep: Class 19 contains 3375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161208480.000000 Penalty: 52343.730469
Iteration 31Q: 16 clusters Score -1.612085e+08 nChanged 15619
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 3 contains 168528 members 
Mstep: Class 5 contains 8432 members 
Mstep: Class 6 contains 5016 members 
Mstep: Class 8 contains 4977 members 
Mstep: Class 9 contains 9812 members 
Mstep: Class 10 contains 173612 members 
Mstep: Class 11 contains 158990 members 
Mstep: Class 12 contains 72241 members 
Mstep: Class 13 contains 81113 members 
Mstep: Class 14 contains 2994 members 
Mstep: Class 16 contains 217020 members 
Mstep: Class 17 contains 73616 members 
Mstep: Class 18 contains 252812 members 
Mstep: Class 19 contains 3563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161211584.000000 Penalty: 52343.730469
Iteration 32Q: 16 clusters Score -1.612116e+08 nChanged 15476
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 60993 members 
Mstep: Class 3 contains 168224 members 
Mstep: Class 5 contains 8656 members 
Mstep: Class 6 contains 5185 members 
Mstep: Class 8 contains 4977 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 173161 members 
Mstep: Class 11 contains 157820 members 
Mstep: Class 12 contains 72006 members 
Mstep: Class 13 contains 81081 members 
Mstep: Class 14 contains 2994 members 
Mstep: Class 16 contains 213231 members 
Mstep: Class 17 contains 77692 members 
Mstep: Class 18 contains 251441 members 
Mstep: Class 19 contains 3724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161214000.000000 Penalty: 52343.730469
Iteration 33Q: 16 clusters Score -1.61214e+08 nChanged 15004
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 3 contains 167802 members 
Mstep: Class 5 contains 8836 members 
Mstep: Class 6 contains 5348 members 
Mstep: Class 8 contains 4981 members 
Mstep: Class 9 contains 9702 members 
Mstep: Class 10 contains 172551 members 
Mstep: Class 11 contains 156608 members 
Mstep: Class 12 contains 71720 members 
Mstep: Class 13 contains 81039 members 
Mstep: Class 14 contains 2994 members 
Mstep: Class 16 contains 210319 members 
Mstep: Class 17 contains 81896 members 
Mstep: Class 18 contains 249700 members 
Mstep: Class 19 contains 3870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161215936.000000 Penalty: 52343.730469
Iteration 34Q: 16 clusters Score -1.612159e+08 nChanged 14642
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 3 contains 167460 members 
Mstep: Class 5 contains 8950 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 8 contains 4981 members 
Mstep: Class 9 contains 9665 members 
Mstep: Class 10 contains 171967 members 
Mstep: Class 11 contains 155350 members 
Mstep: Class 12 contains 71409 members 
Mstep: Class 13 contains 80975 members 
Mstep: Class 14 contains 2994 members 
Mstep: Class 16 contains 207373 members 
Mstep: Class 17 contains 86388 members 
Mstep: Class 18 contains 247850 members 
Mstep: Class 19 contains 4013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161217840.000000 Penalty: 52343.730469
Iteration 35Q: 16 clusters Score -1.612178e+08 nChanged 14165
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68171 members 
Mstep: Class 3 contains 167105 members 
Mstep: Class 5 contains 9043 members 
Mstep: Class 6 contains 5713 members 
Mstep: Class 8 contains 4978 members 
Mstep: Class 9 contains 9634 members 
Mstep: Class 10 contains 171539 members 
Mstep: Class 11 contains 154302 members 
Mstep: Class 12 contains 71061 members 
Mstep: Class 13 contains 80903 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 16 contains 204633 members 
Mstep: Class 17 contains 90828 members 
Mstep: Class 18 contains 245872 members 
Mstep: Class 19 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161219552.000000 Penalty: 52343.730469
Iteration 36Q: 16 clusters Score -1.612196e+08 nChanged 13642
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 3 contains 166726 members 
Mstep: Class 5 contains 9101 members 
Mstep: Class 6 contains 5844 members 
Mstep: Class 8 contains 4979 members 
Mstep: Class 9 contains 9610 members 
Mstep: Class 10 contains 171082 members 
Mstep: Class 11 contains 153201 members 
Mstep: Class 12 contains 70699 members 
Mstep: Class 13 contains 80853 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 16 contains 202233 members 
Mstep: Class 17 contains 95429 members 
Mstep: Class 18 contains 243679 members 
Mstep: Class 19 contains 4341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161221136.000000 Penalty: 52343.730469
Iteration 37Q: 16 clusters Score -1.612211e+08 nChanged 13434
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 72042 members 
Mstep: Class 3 contains 166434 members 
Mstep: Class 5 contains 9170 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 8 contains 4979 members 
Mstep: Class 9 contains 9590 members 
Mstep: Class 10 contains 170544 members 
Mstep: Class 11 contains 152156 members 
Mstep: Class 12 contains 70321 members 
Mstep: Class 13 contains 80815 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 16 contains 199998 members 
Mstep: Class 17 contains 100128 members 
Mstep: Class 18 contains 241340 members 
Mstep: Class 19 contains 4486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161221792.000000 Penalty: 52343.730469
Iteration 38Q: 16 clusters Score -1.612218e+08 nChanged 13352
Entering ConstructFrom: 
Score: -161221792.000000 Penalty: 52343.730469
Entering ConstructFrom: 
Trying to split cluster 1 (73789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Entering Unmasked Estep 
Score: -9415475.000000 Penalty: 2779.823486
	Iteration 0F: 2 clusters Score -9415475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -9366160.000000 Penalty: 5559.646973
	Iteration 0F: 3 clusters Score -9366160 nChanged 34567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -9385676.000000 Penalty: 5559.646973
	Iteration 1F: 3 clusters Score -9385676 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -9386632.000000 Penalty: 5559.646973
	Iteration 2Q: 3 clusters Score -9386632 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -9388124.000000 Penalty: 5559.646973
	Iteration 3Q: 3 clusters Score -9388124 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -9390786.000000 Penalty: 5559.646973
	Iteration 4F: 3 clusters Score -9390786 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -9395379.000000 Penalty: 5559.646973
	Iteration 5F: 3 clusters Score -9395379 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61830 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -9401744.000000 Penalty: 5559.646973
	Iteration 6F: 3 clusters Score -9401744 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67521 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -9407636.000000 Penalty: 5559.646973
	Iteration 7F: 3 clusters Score -9407636 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -9411113.000000 Penalty: 5559.646973
	Iteration 8Q: 3 clusters Score -9411113 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -9412548.000000 Penalty: 5559.646973
	Iteration 9Q: 3 clusters Score -9412548 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9413040.000000 Penalty: 5559.646973
	Iteration 10Q: 3 clusters Score -9413040 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9413258.000000 Penalty: 5559.646973
	Iteration 11Q: 3 clusters Score -9413258 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9413398.000000 Penalty: 5559.646973
	Iteration 12Q: 3 clusters Score -9413398 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9413446.000000 Penalty: 5559.646973
	Iteration 13Q: 3 clusters Score -9413446 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72921 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9413474.000000 Penalty: 5559.646973
	Iteration 14Q: 3 clusters Score -9413474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72916 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9413519.000000 Penalty: 5559.646973
	Iteration 15Q: 3 clusters Score -9413519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9413522.000000 Penalty: 5559.646973
	Iteration 16Q: 3 clusters Score -9413522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72890 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9413547.000000 Penalty: 5559.646973
	Iteration 17Q: 3 clusters Score -9413547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9413552.000000 Penalty: 5559.646973
	Iteration 18Q: 3 clusters Score -9413552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -9413572.000000 Penalty: 5559.646973
	Iteration 19Q: 3 clusters Score -9413572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9413585.000000 Penalty: 5559.646973
	Iteration 20F: 3 clusters Score -9413585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9413588.000000 Penalty: 5559.646973
	Iteration 21Q: 3 clusters Score -9413588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72883 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -9413587.000000 Penalty: 5559.646973
	Iteration 22Q: 3 clusters Score -9413587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72882 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9413593.000000 Penalty: 5559.646973
	Iteration 23Q: 3 clusters Score -9413593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72882 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9413593.000000 Penalty: 5559.646973
	Iteration 24F: 3 clusters Score -9413593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (166232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166232 members 
Entering Unmasked Estep 
Score: -21384348.000000 Penalty: 2981.242676
	Iteration 0F: 2 clusters Score -2.138435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82944 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
Score: -21285656.000000 Penalty: 5962.485352
	Iteration 0F: 3 clusters Score -2.128566e+07 nChanged 79673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81155 members 
Mstep: Class 2 contains 85077 members 
Entering Unmasked Estep 
Score: -21331522.000000 Penalty: 5962.485352
	Iteration 1F: 3 clusters Score -2.133152e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 85938 members 
Entering Unmasked Estep 
Score: -21332398.000000 Penalty: 5962.485352
	Iteration 2Q: 3 clusters Score -2.13324e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79104 members 
Mstep: Class 2 contains 87128 members 
Entering Unmasked Estep 
Score: -21333400.000000 Penalty: 5962.485352
	Iteration 3Q: 3 clusters Score -2.13334e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 88998 members 
Entering Unmasked Estep 
Score: -21334752.000000 Penalty: 5962.485352
	Iteration 4Q: 3 clusters Score -2.133475e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74466 members 
Mstep: Class 2 contains 91766 members 
Entering Unmasked Estep 
Score: -21336540.000000 Penalty: 5962.485352
	Iteration 5Q: 3 clusters Score -2.133654e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 95875 members 
Entering Unmasked Estep 
Score: -21339126.000000 Penalty: 5962.485352
	Iteration 6Q: 3 clusters Score -2.133913e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64595 members 
Mstep: Class 2 contains 101637 members 
Entering Unmasked Estep 
Score: -21343050.000000 Penalty: 5962.485352
	Iteration 7Q: 3 clusters Score -2.134305e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -21349020.000000 Penalty: 5962.485352
	Iteration 8F: 3 clusters Score -2.134902e+07 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 115995 members 
Entering Unmasked Estep 
Score: -21355988.000000 Penalty: 5962.485352
	Iteration 9F: 3 clusters Score -2.135599e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 121839 members 
Entering Unmasked Estep 
Score: -21363188.000000 Penalty: 5962.485352
	Iteration 10F: 3 clusters Score -2.136319e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 125444 members 
Entering Unmasked Estep 
Score: -21368470.000000 Penalty: 5962.485352
	Iteration 11Q: 3 clusters Score -2.136847e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 127293 members 
Entering Unmasked Estep 
Score: -21371168.000000 Penalty: 5962.485352
	Iteration 12Q: 3 clusters Score -2.137117e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 128572 members 
Entering Unmasked Estep 
Score: -21372250.000000 Penalty: 5962.485352
	Iteration 13Q: 3 clusters Score -2.137225e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 129665 members 
Entering Unmasked Estep 
Score: -21372864.000000 Penalty: 5962.485352
	Iteration 14Q: 3 clusters Score -2.137286e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 130743 members 
Entering Unmasked Estep 
Score: -21373338.000000 Penalty: 5962.485352
	Iteration 15Q: 3 clusters Score -2.137334e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 131819 members 
Entering Unmasked Estep 
Score: -21373802.000000 Penalty: 5962.485352
	Iteration 16Q: 3 clusters Score -2.13738e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 132832 members 
Entering Unmasked Estep 
Score: -21374252.000000 Penalty: 5962.485352
	Iteration 17Q: 3 clusters Score -2.137425e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 133887 members 
Entering Unmasked Estep 
Score: -21374660.000000 Penalty: 5962.485352
	Iteration 18Q: 3 clusters Score -2.137466e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 134974 members 
Entering Unmasked Estep 
Score: -21375086.000000 Penalty: 5962.485352
	Iteration 19Q: 3 clusters Score -2.137509e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 136057 members 
Entering Unmasked Estep 
Score: -21375598.000000 Penalty: 5962.485352
	Iteration 20F: 3 clusters Score -2.13756e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 137156 members 
Entering Unmasked Estep 
Score: -21376154.000000 Penalty: 5962.485352
	Iteration 21Q: 3 clusters Score -2.137615e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 138310 members 
Entering Unmasked Estep 
Score: -21376686.000000 Penalty: 5962.485352
	Iteration 22Q: 3 clusters Score -2.137669e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 139433 members 
Entering Unmasked Estep 
Score: -21377228.000000 Penalty: 5962.485352
	Iteration 23Q: 3 clusters Score -2.137723e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 140585 members 
Entering Unmasked Estep 
Score: -21377678.000000 Penalty: 5962.485352
	Iteration 24Q: 3 clusters Score -2.137768e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 141707 members 
Entering Unmasked Estep 
Score: -21378082.000000 Penalty: 5962.485352
	Iteration 25Q: 3 clusters Score -2.137808e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 142797 members 
Entering Unmasked Estep 
Score: -21378328.000000 Penalty: 5962.485352
	Iteration 26Q: 3 clusters Score -2.137833e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 143860 members 
Entering Unmasked Estep 
Score: -21378704.000000 Penalty: 5962.485352
	Iteration 27Q: 3 clusters Score -2.13787e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 144907 members 
Entering Unmasked Estep 
Score: -21379098.000000 Penalty: 5962.485352
	Iteration 28Q: 3 clusters Score -2.13791e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 145936 members 
Entering Unmasked Estep 
Score: -21379532.000000 Penalty: 5962.485352
	Iteration 29Q: 3 clusters Score -2.137953e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 147026 members 
Entering Unmasked Estep 
Score: -21380130.000000 Penalty: 5962.485352
	Iteration 30Q: 3 clusters Score -2.138013e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 148130 members 
Entering Unmasked Estep 
Score: -21380774.000000 Penalty: 5962.485352
	Iteration 31Q: 3 clusters Score -2.138077e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 149244 members 
Entering Unmasked Estep 
Score: -21381260.000000 Penalty: 5962.485352
	Iteration 32Q: 3 clusters Score -2.138126e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 150377 members 
Entering Unmasked Estep 
Score: -21381590.000000 Penalty: 5962.485352
	Iteration 33Q: 3 clusters Score -2.138159e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 151461 members 
Entering Unmasked Estep 
Score: -21381844.000000 Penalty: 5962.485352
	Iteration 34Q: 3 clusters Score -2.138184e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 152503 members 
Entering Unmasked Estep 
Score: -21382088.000000 Penalty: 5962.485352
	Iteration 35Q: 3 clusters Score -2.138209e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 153465 members 
Entering Unmasked Estep 
Score: -21382480.000000 Penalty: 5962.485352
	Iteration 36Q: 3 clusters Score -2.138248e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 154369 members 
Entering Unmasked Estep 
Score: -21382716.000000 Penalty: 5962.485352
	Iteration 37Q: 3 clusters Score -2.138272e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 155243 members 
Entering Unmasked Estep 
Score: -21382906.000000 Penalty: 5962.485352
	Iteration 38Q: 3 clusters Score -2.138291e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 156024 members 
Entering Unmasked Estep 
Score: -21382954.000000 Penalty: 5962.485352
	Iteration 39Q: 3 clusters Score -2.138295e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 156771 members 
Entering Unmasked Estep 
Score: -21382894.000000 Penalty: 5962.485352
	Iteration 40F: 3 clusters Score -2.138289e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 157489 members 
Entering Unmasked Estep 
Score: -21382958.000000 Penalty: 5962.485352
	Iteration 41Q: 3 clusters Score -2.138296e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 158148 members 
Entering Unmasked Estep 
Score: -21383042.000000 Penalty: 5962.485352
	Iteration 42Q: 3 clusters Score -2.138304e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 158744 members 
Entering Unmasked Estep 
Score: -21383086.000000 Penalty: 5962.485352
	Iteration 43Q: 3 clusters Score -2.138309e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 159264 members 
Entering Unmasked Estep 
Score: -21383150.000000 Penalty: 5962.485352
	Iteration 44Q: 3 clusters Score -2.138315e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 159716 members 
Entering Unmasked Estep 
Score: -21383036.000000 Penalty: 5962.485352
	Iteration 45Q: 3 clusters Score -2.138304e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 160112 members 
Entering Unmasked Estep 
Score: -21383040.000000 Penalty: 5962.485352
	Iteration 46Q: 3 clusters Score -2.138304e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 160467 members 
Entering Unmasked Estep 
Score: -21382966.000000 Penalty: 5962.485352
	Iteration 47Q: 3 clusters Score -2.138297e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 160775 members 
Entering Unmasked Estep 
Score: -21382946.000000 Penalty: 5962.485352
	Iteration 48Q: 3 clusters Score -2.138295e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 161052 members 
Entering Unmasked Estep 
Score: -21382936.000000 Penalty: 5962.485352
	Iteration 49Q: 3 clusters Score -2.138294e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 161321 members 
Entering Unmasked Estep 
Score: -21382944.000000 Penalty: 5962.485352
	Iteration 50Q: 3 clusters Score -2.138294e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 161557 members 
Entering Unmasked Estep 
Score: -21382884.000000 Penalty: 5962.485352
	Iteration 51Q: 3 clusters Score -2.138288e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 161742 members 
Entering Unmasked Estep 
Score: -21382936.000000 Penalty: 5962.485352
	Iteration 52Q: 3 clusters Score -2.138294e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 161915 members 
Entering Unmasked Estep 
Score: -21382894.000000 Penalty: 5962.485352
	Iteration 53Q: 3 clusters Score -2.138289e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 162056 members 
Entering Unmasked Estep 
Score: -21382920.000000 Penalty: 5962.485352
	Iteration 54Q: 3 clusters Score -2.138292e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 162179 members 
Entering Unmasked Estep 
Score: -21382974.000000 Penalty: 5962.485352
	Iteration 55Q: 3 clusters Score -2.138297e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 162289 members 
Entering Unmasked Estep 
Score: -21382986.000000 Penalty: 5962.485352
	Iteration 56Q: 3 clusters Score -2.138299e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 162402 members 
Entering Unmasked Estep 
Score: -21383024.000000 Penalty: 5962.485352
	Iteration 57Q: 3 clusters Score -2.138302e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 162498 members 
Entering Unmasked Estep 
Score: -21383006.000000 Penalty: 5962.485352
	Iteration 58Q: 3 clusters Score -2.138301e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 162581 members 
Entering Unmasked Estep 
Score: -21383056.000000 Penalty: 5962.485352
	Iteration 59Q: 3 clusters Score -2.138306e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 162656 members 
Entering Unmasked Estep 
Score: -21383052.000000 Penalty: 5962.485352
	Iteration 60F: 3 clusters Score -2.138305e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 162734 members 
Entering Unmasked Estep 
Score: -21383064.000000 Penalty: 5962.485352
	Iteration 61Q: 3 clusters Score -2.138306e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 162798 members 
Entering Unmasked Estep 
Score: -21383062.000000 Penalty: 5962.485352
	Iteration 62Q: 3 clusters Score -2.138306e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 162856 members 
Entering Unmasked Estep 
Score: -21383094.000000 Penalty: 5962.485352
	Iteration 63Q: 3 clusters Score -2.138309e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 162907 members 
Entering Unmasked Estep 
Score: -21383120.000000 Penalty: 5962.485352
	Iteration 64Q: 3 clusters Score -2.138312e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 162950 members 
Entering Unmasked Estep 
Score: -21383086.000000 Penalty: 5962.485352
	Iteration 65Q: 3 clusters Score -2.138309e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 162993 members 
Entering Unmasked Estep 
Score: -21383074.000000 Penalty: 5962.485352
	Iteration 66Q: 3 clusters Score -2.138307e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 163034 members 
Entering Unmasked Estep 
Score: -21383062.000000 Penalty: 5962.485352
	Iteration 67Q: 3 clusters Score -2.138306e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 163074 members 
Entering Unmasked Estep 
Score: -21383058.000000 Penalty: 5962.485352
	Iteration 68Q: 3 clusters Score -2.138306e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 163117 members 
Entering Unmasked Estep 
Score: -21383068.000000 Penalty: 5962.485352
	Iteration 69Q: 3 clusters Score -2.138307e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 163159 members 
Entering Unmasked Estep 
Score: -21383094.000000 Penalty: 5962.485352
	Iteration 70Q: 3 clusters Score -2.138309e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 163194 members 
Entering Unmasked Estep 
Score: -21383068.000000 Penalty: 5962.485352
	Iteration 71Q: 3 clusters Score -2.138307e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 163219 members 
Entering Unmasked Estep 
Score: -21383052.000000 Penalty: 5962.485352
	Iteration 72Q: 3 clusters Score -2.138305e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 163237 members 
Entering Unmasked Estep 
Score: -21383062.000000 Penalty: 5962.485352
	Iteration 73Q: 3 clusters Score -2.138306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 163253 members 
Entering Unmasked Estep 
Score: -21383070.000000 Penalty: 5962.485352
	Iteration 74Q: 3 clusters Score -2.138307e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 163281 members 
Entering Unmasked Estep 
Score: -21383054.000000 Penalty: 5962.485352
	Iteration 75Q: 3 clusters Score -2.138305e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 163315 members 
Entering Unmasked Estep 
Score: -21383052.000000 Penalty: 5962.485352
	Iteration 76Q: 3 clusters Score -2.138305e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 163348 members 
Entering Unmasked Estep 
Score: -21383054.000000 Penalty: 5962.485352
	Iteration 77Q: 3 clusters Score -2.138305e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 163380 members 
Entering Unmasked Estep 
Score: -21383066.000000 Penalty: 5962.485352
	Iteration 78Q: 3 clusters Score -2.138307e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 163409 members 
Entering Unmasked Estep 
Score: -21383086.000000 Penalty: 5962.485352
	Iteration 79Q: 3 clusters Score -2.138309e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 163429 members 
Entering Unmasked Estep 
Score: -21383072.000000 Penalty: 5962.485352
	Iteration 80F: 3 clusters Score -2.138307e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 163453 members 
Entering Unmasked Estep 
Score: -21383096.000000 Penalty: 5962.485352
	Iteration 81Q: 3 clusters Score -2.13831e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 163475 members 
Entering Unmasked Estep 
Score: -21383082.000000 Penalty: 5962.485352
	Iteration 82Q: 3 clusters Score -2.138308e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 163494 members 
Entering Unmasked Estep 
Score: -21383076.000000 Penalty: 5962.485352
	Iteration 83Q: 3 clusters Score -2.138308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 163509 members 
Entering Unmasked Estep 
Score: -21383076.000000 Penalty: 5962.485352
	Iteration 84Q: 3 clusters Score -2.138308e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 163523 members 
Entering Unmasked Estep 
Score: -21383076.000000 Penalty: 5962.485352
	Iteration 85Q: 3 clusters Score -2.138308e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 163538 members 
Entering Unmasked Estep 
Score: -21383090.000000 Penalty: 5962.485352
	Iteration 86Q: 3 clusters Score -2.138309e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 163553 members 
Entering Unmasked Estep 
Score: -21383112.000000 Penalty: 5962.485352
	Iteration 87Q: 3 clusters Score -2.138311e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 163576 members 
Entering Unmasked Estep 
Score: -21383080.000000 Penalty: 5962.485352
	Iteration 88Q: 3 clusters Score -2.138308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 163591 members 
Entering Unmasked Estep 
Score: -21383104.000000 Penalty: 5962.485352
	Iteration 89Q: 3 clusters Score -2.13831e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 163608 members 
Entering Unmasked Estep 
Score: -21383082.000000 Penalty: 5962.485352
	Iteration 90Q: 3 clusters Score -2.138308e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 163628 members 
Entering Unmasked Estep 
Score: -21383088.000000 Penalty: 5962.485352
	Iteration 91Q: 3 clusters Score -2.138309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 163639 members 
Entering Unmasked Estep 
Score: -21383090.000000 Penalty: 5962.485352
	Iteration 92Q: 3 clusters Score -2.138309e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 163654 members 
Entering Unmasked Estep 
Score: -21383076.000000 Penalty: 5962.485352
	Iteration 93Q: 3 clusters Score -2.138308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 163666 members 
Entering Unmasked Estep 
Score: -21383086.000000 Penalty: 5962.485352
	Iteration 94Q: 3 clusters Score -2.138309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 163677 members 
Entering Unmasked Estep 
Score: -21383068.000000 Penalty: 5962.485352
	Iteration 95Q: 3 clusters Score -2.138307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 163684 members 
Entering Unmasked Estep 
Score: -21383078.000000 Penalty: 5962.485352
	Iteration 96Q: 3 clusters Score -2.138308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 163694 members 
Entering Unmasked Estep 
Score: -21383068.000000 Penalty: 5962.485352
	Iteration 97Q: 3 clusters Score -2.138307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 163704 members 
Entering Unmasked Estep 
Score: -21383058.000000 Penalty: 5962.485352
	Iteration 98Q: 3 clusters Score -2.138306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 163712 members 
Entering Unmasked Estep 
Score: -21383068.000000 Penalty: 5962.485352
	Iteration 99Q: 3 clusters Score -2.138307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 163723 members 
Entering Unmasked Estep 
Score: -21383060.000000 Penalty: 5962.485352
	Iteration 100F: 3 clusters Score -2.138306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 163732 members 
Entering Unmasked Estep 
Score: -21383088.000000 Penalty: 5962.485352
	Iteration 101Q: 3 clusters Score -2.138309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 163740 members 
Entering Unmasked Estep 
Score: -21383078.000000 Penalty: 5962.485352
	Iteration 102Q: 3 clusters Score -2.138308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 163744 members 
Entering Unmasked Estep 
Score: -21383080.000000 Penalty: 5962.485352
	Iteration 103Q: 3 clusters Score -2.138308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 163747 members 
Entering Unmasked Estep 
Score: -21383076.000000 Penalty: 5962.485352
	Iteration 104Q: 3 clusters Score -2.138308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 163750 members 
Entering Unmasked Estep 
Score: -21383078.000000 Penalty: 5962.485352
	Iteration 105Q: 3 clusters Score -2.138308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 163753 members 
Entering Unmasked Estep 
Score: -21383082.000000 Penalty: 5962.485352
	Iteration 106Q: 3 clusters Score -2.138308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 163756 members 
Entering Unmasked Estep 
Score: -21383066.000000 Penalty: 5962.485352
	Iteration 107Q: 3 clusters Score -2.138307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 163759 members 
Entering Unmasked Estep 
Score: -21383072.000000 Penalty: 5962.485352
	Iteration 108Q: 3 clusters Score -2.138307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 163762 members 
Entering Unmasked Estep 
Score: -21383080.000000 Penalty: 5962.485352
	Iteration 109Q: 3 clusters Score -2.138308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 163764 members 
Entering Unmasked Estep 
Score: -21383070.000000 Penalty: 5962.485352
	Iteration 110Q: 3 clusters Score -2.138307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 163767 members 
Entering Unmasked Estep 
Score: -21383080.000000 Penalty: 5962.485352
	Iteration 111Q: 3 clusters Score -2.138308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 163770 members 
Entering Unmasked Estep 
Score: -21383080.000000 Penalty: 5962.485352
	Iteration 112Q: 3 clusters Score -2.138308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 163772 members 
Entering Unmasked Estep 
Score: -21383076.000000 Penalty: 5962.485352
	Iteration 113Q: 3 clusters Score -2.138308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 163772 members 
Entering Unmasked Estep 
Score: -21383100.000000 Penalty: 5962.485352
	Iteration 114Q: 3 clusters Score -2.13831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 163771 members 
Entering Unmasked Estep 
Score: -21383084.000000 Penalty: 5962.485352
	Iteration 115Q: 3 clusters Score -2.138308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 163770 members 
Entering Unmasked Estep 
Score: -21383096.000000 Penalty: 5962.485352
	Iteration 116Q: 3 clusters Score -2.13831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 163770 members 
Entering Unmasked Estep 
Score: -21383108.000000 Penalty: 5962.485352
	Iteration 117Q: 3 clusters Score -2.138311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 163771 members 
Entering Unmasked Estep 
Score: -21383092.000000 Penalty: 5962.485352
	Iteration 118Q: 3 clusters Score -2.138309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 163772 members 
Entering Unmasked Estep 
Score: -21383086.000000 Penalty: 5962.485352
	Iteration 119Q: 3 clusters Score -2.138309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 163772 members 
Entering Unmasked Estep 
Score: -21383086.000000 Penalty: 5962.485352
	Iteration 120F: 3 clusters Score -2.138309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Entering Unmasked Estep 
Score: -1209863.375000 Penalty: 2263.377930
	Iteration 0F: 2 clusters Score -1209863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1202670.875000 Penalty: 4526.755859
	Iteration 0F: 3 clusters Score -1202671 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1204672.500000 Penalty: 4526.755859
	Iteration 1F: 3 clusters Score -1204672 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1204917.125000 Penalty: 4526.755859
	Iteration 2F: 3 clusters Score -1204917 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1205054.500000 Penalty: 4526.755859
	Iteration 3Q: 3 clusters Score -1205054 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1205163.000000 Penalty: 4526.755859
	Iteration 4Q: 3 clusters Score -1205163 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1205249.625000 Penalty: 4526.755859
	Iteration 5Q: 3 clusters Score -1205250 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1205313.000000 Penalty: 4526.755859
	Iteration 6Q: 3 clusters Score -1205313 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1205365.125000 Penalty: 4526.755859
	Iteration 7Q: 3 clusters Score -1205365 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1205408.875000 Penalty: 4526.755859
	Iteration 8Q: 3 clusters Score -1205409 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1205458.750000 Penalty: 4526.755859
	Iteration 9Q: 3 clusters Score -1205459 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1205497.000000 Penalty: 4526.755859
	Iteration 10Q: 3 clusters Score -1205497 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1205542.000000 Penalty: 4526.755859
	Iteration 11Q: 3 clusters Score -1205542 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1205591.875000 Penalty: 4526.755859
	Iteration 12Q: 3 clusters Score -1205592 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1205651.250000 Penalty: 4526.755859
	Iteration 13Q: 3 clusters Score -1205651 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1205723.875000 Penalty: 4526.755859
	Iteration 14Q: 3 clusters Score -1205724 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1205803.750000 Penalty: 4526.755859
	Iteration 15Q: 3 clusters Score -1205804 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1205890.750000 Penalty: 4526.755859
	Iteration 16Q: 3 clusters Score -1205891 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1205991.875000 Penalty: 4526.755859
	Iteration 17Q: 3 clusters Score -1205992 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1206104.250000 Penalty: 4526.755859
	Iteration 18Q: 3 clusters Score -1206104 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1206254.625000 Penalty: 4526.755859
	Iteration 19Q: 3 clusters Score -1206255 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1206420.875000 Penalty: 4526.755859
	Iteration 20F: 3 clusters Score -1206421 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1206592.625000 Penalty: 4526.755859
	Iteration 21Q: 3 clusters Score -1206593 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1206782.875000 Penalty: 4526.755859
	Iteration 22Q: 3 clusters Score -1206783 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1206955.750000 Penalty: 4526.755859
	Iteration 23Q: 3 clusters Score -1206956 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1207118.000000 Penalty: 4526.755859
	Iteration 24Q: 3 clusters Score -1207118 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1207279.375000 Penalty: 4526.755859
	Iteration 25Q: 3 clusters Score -1207279 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1207409.250000 Penalty: 4526.755859
	Iteration 26Q: 3 clusters Score -1207409 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1207503.250000 Penalty: 4526.755859
	Iteration 27Q: 3 clusters Score -1207503 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1207580.500000 Penalty: 4526.755859
	Iteration 28Q: 3 clusters Score -1207580 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1207647.625000 Penalty: 4526.755859
	Iteration 29Q: 3 clusters Score -1207648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1207700.375000 Penalty: 4526.755859
	Iteration 30Q: 3 clusters Score -1207700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1207737.625000 Penalty: 4526.755859
	Iteration 31Q: 3 clusters Score -1207738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1207768.875000 Penalty: 4526.755859
	Iteration 32Q: 3 clusters Score -1207769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1207784.000000 Penalty: 4526.755859
	Iteration 33Q: 3 clusters Score -1207784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1207802.750000 Penalty: 4526.755859
	Iteration 34Q: 3 clusters Score -1207803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1207834.375000 Penalty: 4526.755859
	Iteration 35Q: 3 clusters Score -1207834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1207854.250000 Penalty: 4526.755859
	Iteration 36Q: 3 clusters Score -1207854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1207866.500000 Penalty: 4526.755859
	Iteration 37Q: 3 clusters Score -1207866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1207875.250000 Penalty: 4526.755859
	Iteration 38Q: 3 clusters Score -1207875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1207880.625000 Penalty: 4526.755859
	Iteration 39Q: 3 clusters Score -1207881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1207882.375000 Penalty: 4526.755859
	Iteration 40F: 3 clusters Score -1207882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1207887.250000 Penalty: 4526.755859
	Iteration 41Q: 3 clusters Score -1207887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1207889.875000 Penalty: 4526.755859
	Iteration 42Q: 3 clusters Score -1207890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1207891.250000 Penalty: 4526.755859
	Iteration 43Q: 3 clusters Score -1207891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1207891.250000 Penalty: 4526.755859
	Iteration 44F: 3 clusters Score -1207891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Entering Unmasked Estep 
Score: -797748.437500 Penalty: 2158.593018
	Iteration 0F: 2 clusters Score -797748.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -792543.312500 Penalty: 4317.186035
	Iteration 0F: 3 clusters Score -792543.3 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -793779.687500 Penalty: 4317.186035
	Iteration 1F: 3 clusters Score -793779.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -793979.437500 Penalty: 4317.186035
	Iteration 2F: 3 clusters Score -793979.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -794124.125000 Penalty: 4317.186035
	Iteration 3Q: 3 clusters Score -794124.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -794253.875000 Penalty: 4317.186035
	Iteration 4Q: 3 clusters Score -794253.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -794363.062500 Penalty: 4317.186035
	Iteration 5Q: 3 clusters Score -794363.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -794455.000000 Penalty: 4317.186035
	Iteration 6Q: 3 clusters Score -794455 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -794546.625000 Penalty: 4317.186035
	Iteration 7Q: 3 clusters Score -794546.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -794626.875000 Penalty: 4317.186035
	Iteration 8Q: 3 clusters Score -794626.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -794725.250000 Penalty: 4317.186035
	Iteration 9Q: 3 clusters Score -794725.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -794851.500000 Penalty: 4317.186035
	Iteration 10Q: 3 clusters Score -794851.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -794985.687500 Penalty: 4317.186035
	Iteration 11Q: 3 clusters Score -794985.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -795129.750000 Penalty: 4317.186035
	Iteration 12Q: 3 clusters Score -795129.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -795258.625000 Penalty: 4317.186035
	Iteration 13Q: 3 clusters Score -795258.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -795379.375000 Penalty: 4317.186035
	Iteration 14Q: 3 clusters Score -795379.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -795492.750000 Penalty: 4317.186035
	Iteration 15Q: 3 clusters Score -795492.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -795575.750000 Penalty: 4317.186035
	Iteration 16Q: 3 clusters Score -795575.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -795623.250000 Penalty: 4317.186035
	Iteration 17Q: 3 clusters Score -795623.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -795661.000000 Penalty: 4317.186035
	Iteration 18Q: 3 clusters Score -795661 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -795687.062500 Penalty: 4317.186035
	Iteration 19Q: 3 clusters Score -795687.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -795707.062500 Penalty: 4317.186035
	Iteration 20F: 3 clusters Score -795707.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -795718.250000 Penalty: 4317.186035
	Iteration 21Q: 3 clusters Score -795718.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -795724.125000 Penalty: 4317.186035
	Iteration 22Q: 3 clusters Score -795724.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -795730.062500 Penalty: 4317.186035
	Iteration 23Q: 3 clusters Score -795730.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -795732.937500 Penalty: 4317.186035
	Iteration 24Q: 3 clusters Score -795732.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -795736.812500 Penalty: 4317.186035
	Iteration 25Q: 3 clusters Score -795736.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -795743.812500 Penalty: 4317.186035
	Iteration 26Q: 3 clusters Score -795743.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -795743.187500 Penalty: 4317.186035
	Iteration 27Q: 3 clusters Score -795743.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -795748.500000 Penalty: 4317.186035
	Iteration 28Q: 3 clusters Score -795748.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -795754.062500 Penalty: 4317.186035
	Iteration 29Q: 3 clusters Score -795754.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -795755.437500 Penalty: 4317.186035
	Iteration 30Q: 3 clusters Score -795755.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -795757.062500 Penalty: 4317.186035
	Iteration 31Q: 3 clusters Score -795757.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -795758.937500 Penalty: 4317.186035
	Iteration 32Q: 3 clusters Score -795758.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -795760.937500 Penalty: 4317.186035
	Iteration 33Q: 3 clusters Score -795760.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -795762.937500 Penalty: 4317.186035
	Iteration 34Q: 3 clusters Score -795762.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -795770.000000 Penalty: 4317.186035
	Iteration 35Q: 3 clusters Score -795770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -795772.625000 Penalty: 4317.186035
	Iteration 36Q: 3 clusters Score -795772.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -795778.687500 Penalty: 4317.186035
	Iteration 37Q: 3 clusters Score -795778.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -795780.812500 Penalty: 4317.186035
	Iteration 38Q: 3 clusters Score -795780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -795780.625000 Penalty: 4317.186035
	Iteration 39Q: 3 clusters Score -795780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -795781.937500 Penalty: 4317.186035
	Iteration 40F: 3 clusters Score -795781.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Entering Unmasked Estep 
Score: -600331.937500 Penalty: 2111.070557
	Iteration 0F: 2 clusters Score -600331.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -596080.750000 Penalty: 4222.141113
	Iteration 0F: 3 clusters Score -596080.8 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -598887.187500 Penalty: 4222.141113
	Iteration 1F: 3 clusters Score -598887.2 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -602328.375000 Penalty: 4222.141113
	Iteration 2F: 3 clusters Score -602328.4 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -604423.375000 Penalty: 4222.141113
	Iteration 3F: 3 clusters Score -604423.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -604962.937500 Penalty: 4222.141113
	Iteration 4F: 3 clusters Score -604962.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -605086.312500 Penalty: 4222.141113
	Iteration 5Q: 3 clusters Score -605086.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -605130.187500 Penalty: 4222.141113
	Iteration 6Q: 3 clusters Score -605130.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -605145.250000 Penalty: 4222.141113
	Iteration 7Q: 3 clusters Score -605145.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -605151.250000 Penalty: 4222.141113
	Iteration 8Q: 3 clusters Score -605151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -605152.500000 Penalty: 4222.141113
	Iteration 9Q: 3 clusters Score -605152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -605152.750000 Penalty: 4222.141113
	Iteration 10Q: 3 clusters Score -605152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -605154.250000 Penalty: 4222.141113
	Iteration 11Q: 3 clusters Score -605154.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -605154.062500 Penalty: 4222.141113
	Iteration 12Q: 3 clusters Score -605154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -605154.062500 Penalty: 4222.141113
	Iteration 13F: 3 clusters Score -605154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 4174 members 
Mstep: Class 3 contains 166232 members 
Mstep: Class 5 contains 9196 members 
Mstep: Class 6 contains 6027 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 9555 members 
Mstep: Class 10 contains 169923 members 
Mstep: Class 11 contains 151176 members 
Mstep: Class 12 contains 69962 members 
Mstep: Class 13 contains 80781 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 16 contains 198015 members 
Mstep: Class 17 contains 104969 members 
Mstep: Class 18 contains 238736 members 
Mstep: Class 19 contains 4613 members 
Entering Unmasked Estep 
Score: -161225600.000000 Penalty: 55833.312500
Splitting cluster 8 changes total score from -161221792.000000 to -161225600.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 9 (9555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Entering Unmasked Estep 
Score: -1159266.375000 Penalty: 2272.875244
	Iteration 0F: 2 clusters Score -1159266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1151930.125000 Penalty: 4545.750488
	Iteration 0F: 3 clusters Score -1151930 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1154194.000000 Penalty: 4545.750488
	Iteration 1F: 3 clusters Score -1154194 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1154551.625000 Penalty: 4545.750488
	Iteration 2F: 3 clusters Score -1154552 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1154927.625000 Penalty: 4545.750488
	Iteration 3F: 3 clusters Score -1154928 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1155370.750000 Penalty: 4545.750488
	Iteration 4F: 3 clusters Score -1155371 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1155949.500000 Penalty: 4545.750488
	Iteration 5F: 3 clusters Score -1155950 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1156565.875000 Penalty: 4545.750488
	Iteration 6F: 3 clusters Score -1156566 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1157112.750000 Penalty: 4545.750488
	Iteration 7F: 3 clusters Score -1157113 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1157547.750000 Penalty: 4545.750488
	Iteration 8F: 3 clusters Score -1157548 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1157832.250000 Penalty: 4545.750488
	Iteration 9Q: 3 clusters Score -1157832 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1158016.250000 Penalty: 4545.750488
	Iteration 10Q: 3 clusters Score -1158016 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1158166.750000 Penalty: 4545.750488
	Iteration 11Q: 3 clusters Score -1158167 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1158266.875000 Penalty: 4545.750488
	Iteration 12Q: 3 clusters Score -1158267 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1158336.750000 Penalty: 4545.750488
	Iteration 13Q: 3 clusters Score -1158337 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1158372.250000 Penalty: 4545.750488
	Iteration 14Q: 3 clusters Score -1158372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1158388.750000 Penalty: 4545.750488
	Iteration 15Q: 3 clusters Score -1158389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1158402.625000 Penalty: 4545.750488
	Iteration 16Q: 3 clusters Score -1158403 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1158413.500000 Penalty: 4545.750488
	Iteration 17Q: 3 clusters Score -1158414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1158425.000000 Penalty: 4545.750488
	Iteration 18Q: 3 clusters Score -1158425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1158429.750000 Penalty: 4545.750488
	Iteration 19Q: 3 clusters Score -1158430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1158437.750000 Penalty: 4545.750488
	Iteration 20F: 3 clusters Score -1158438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1158439.500000 Penalty: 4545.750488
	Iteration 21Q: 3 clusters Score -1158440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1158439.625000 Penalty: 4545.750488
	Iteration 22Q: 3 clusters Score -1158440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1158438.375000 Penalty: 4545.750488
	Iteration 23Q: 3 clusters Score -1158438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1158439.375000 Penalty: 4545.750488
	Iteration 24Q: 3 clusters Score -1158439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1158440.750000 Penalty: 4545.750488
	Iteration 25Q: 3 clusters Score -1158441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1158440.000000 Penalty: 4545.750488
	Iteration 26Q: 3 clusters Score -1158440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1158440.750000 Penalty: 4545.750488
	Iteration 27Q: 3 clusters Score -1158441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1158441.125000 Penalty: 4545.750488
	Iteration 28Q: 3 clusters Score -1158441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1158442.125000 Penalty: 4545.750488
	Iteration 29Q: 3 clusters Score -1158442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1158440.625000 Penalty: 4545.750488
	Iteration 30Q: 3 clusters Score -1158441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1158440.750000 Penalty: 4545.750488
	Iteration 31Q: 3 clusters Score -1158441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1158440.750000 Penalty: 4545.750488
	Iteration 32F: 3 clusters Score -1158441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (169923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169923 members 
Entering Unmasked Estep 
Score: -21731736.000000 Penalty: 2986.688965
	Iteration 0F: 2 clusters Score -2.173174e+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 85075 members 
Entering Unmasked Estep 
Score: -21632332.000000 Penalty: 5973.377930
	Iteration 0F: 3 clusters Score -2.163233e+07 nChanged 81196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83400 members 
Mstep: Class 2 contains 86523 members 
Entering Unmasked Estep 
Score: -21679504.000000 Penalty: 5973.377930
	Iteration 1F: 3 clusters Score -2.16795e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 88102 members 
Entering Unmasked Estep 
Score: -21681060.000000 Penalty: 5973.377930
	Iteration 2Q: 3 clusters Score -2.168106e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79447 members 
Mstep: Class 2 contains 90476 members 
Entering Unmasked Estep 
Score: -21683406.000000 Penalty: 5973.377930
	Iteration 3Q: 3 clusters Score -2.168341e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 94108 members 
Entering Unmasked Estep 
Score: -21686668.000000 Penalty: 5973.377930
	Iteration 4Q: 3 clusters Score -2.168667e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70502 members 
Mstep: Class 2 contains 99421 members 
Entering Unmasked Estep 
Score: -21691716.000000 Penalty: 5973.377930
	Iteration 5F: 3 clusters Score -2.169172e+07 nChanged 11075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 106242 members 
Entering Unmasked Estep 
Score: -21698788.000000 Penalty: 5973.377930
	Iteration 6F: 3 clusters Score -2.169879e+07 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 113574 members 
Entering Unmasked Estep 
Score: -21707352.000000 Penalty: 5973.377930
	Iteration 7F: 3 clusters Score -2.170735e+07 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 120128 members 
Entering Unmasked Estep 
Score: -21715724.000000 Penalty: 5973.377930
	Iteration 8F: 3 clusters Score -2.171572e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 125020 members 
Entering Unmasked Estep 
Score: -21721672.000000 Penalty: 5973.377930
	Iteration 9F: 3 clusters Score -2.172167e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 128613 members 
Entering Unmasked Estep 
Score: -21724642.000000 Penalty: 5973.377930
	Iteration 10Q: 3 clusters Score -2.172464e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 131658 members 
Entering Unmasked Estep 
Score: -21726338.000000 Penalty: 5973.377930
	Iteration 11Q: 3 clusters Score -2.172634e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 134520 members 
Entering Unmasked Estep 
Score: -21727696.000000 Penalty: 5973.377930
	Iteration 12Q: 3 clusters Score -2.17277e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 137229 members 
Entering Unmasked Estep 
Score: -21729050.000000 Penalty: 5973.377930
	Iteration 13Q: 3 clusters Score -2.172905e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 139808 members 
Entering Unmasked Estep 
Score: -21730192.000000 Penalty: 5973.377930
	Iteration 14Q: 3 clusters Score -2.173019e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 142108 members 
Entering Unmasked Estep 
Score: -21730898.000000 Penalty: 5973.377930
	Iteration 15Q: 3 clusters Score -2.17309e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 144206 members 
Entering Unmasked Estep 
Score: -21731372.000000 Penalty: 5973.377930
	Iteration 16Q: 3 clusters Score -2.173137e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 146237 members 
Entering Unmasked Estep 
Score: -21731958.000000 Penalty: 5973.377930
	Iteration 17Q: 3 clusters Score -2.173196e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 148213 members 
Entering Unmasked Estep 
Score: -21732538.000000 Penalty: 5973.377930
	Iteration 18Q: 3 clusters Score -2.173254e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 150214 members 
Entering Unmasked Estep 
Score: -21732978.000000 Penalty: 5973.377930
	Iteration 19Q: 3 clusters Score -2.173298e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 152129 members 
Entering Unmasked Estep 
Score: -21733084.000000 Penalty: 5973.377930
	Iteration 20F: 3 clusters Score -2.173308e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 153925 members 
Entering Unmasked Estep 
Score: -21733258.000000 Penalty: 5973.377930
	Iteration 21Q: 3 clusters Score -2.173326e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 155571 members 
Entering Unmasked Estep 
Score: -21733238.000000 Penalty: 5973.377930
	Iteration 22Q: 3 clusters Score -2.173324e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 157099 members 
Entering Unmasked Estep 
Score: -21733082.000000 Penalty: 5973.377930
	Iteration 23Q: 3 clusters Score -2.173308e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 158532 members 
Entering Unmasked Estep 
Score: -21732904.000000 Penalty: 5973.377930
	Iteration 24Q: 3 clusters Score -2.17329e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 159750 members 
Entering Unmasked Estep 
Score: -21732748.000000 Penalty: 5973.377930
	Iteration 25Q: 3 clusters Score -2.173275e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 160811 members 
Entering Unmasked Estep 
Score: -21732552.000000 Penalty: 5973.377930
	Iteration 26Q: 3 clusters Score -2.173255e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 161758 members 
Entering Unmasked Estep 
Score: -21732344.000000 Penalty: 5973.377930
	Iteration 27Q: 3 clusters Score -2.173234e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 162583 members 
Entering Unmasked Estep 
Score: -21732256.000000 Penalty: 5973.377930
	Iteration 28Q: 3 clusters Score -2.173226e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 163304 members 
Entering Unmasked Estep 
Score: -21732220.000000 Penalty: 5973.377930
	Iteration 29Q: 3 clusters Score -2.173222e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 163912 members 
Entering Unmasked Estep 
Score: -21732014.000000 Penalty: 5973.377930
	Iteration 30Q: 3 clusters Score -2.173201e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 164440 members 
Entering Unmasked Estep 
Score: -21731968.000000 Penalty: 5973.377930
	Iteration 31Q: 3 clusters Score -2.173197e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 164916 members 
Entering Unmasked Estep 
Score: -21731938.000000 Penalty: 5973.377930
	Iteration 32Q: 3 clusters Score -2.173194e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 165325 members 
Entering Unmasked Estep 
Score: -21731796.000000 Penalty: 5973.377930
	Iteration 33Q: 3 clusters Score -2.17318e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 165715 members 
Entering Unmasked Estep 
Score: -21731782.000000 Penalty: 5973.377930
	Iteration 34Q: 3 clusters Score -2.173178e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 166021 members 
Entering Unmasked Estep 
Score: -21731720.000000 Penalty: 5973.377930
	Iteration 35Q: 3 clusters Score -2.173172e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 166290 members 
Entering Unmasked Estep 
Score: -21731604.000000 Penalty: 5973.377930
	Iteration 36Q: 3 clusters Score -2.17316e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 166531 members 
Entering Unmasked Estep 
Score: -21731516.000000 Penalty: 5973.377930
	Iteration 37Q: 3 clusters Score -2.173152e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 166753 members 
Entering Unmasked Estep 
Score: -21731476.000000 Penalty: 5973.377930
	Iteration 38Q: 3 clusters Score -2.173148e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 166924 members 
Entering Unmasked Estep 
Score: -21731398.000000 Penalty: 5973.377930
	Iteration 39Q: 3 clusters Score -2.17314e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 167067 members 
Entering Unmasked Estep 
Score: -21731372.000000 Penalty: 5973.377930
	Iteration 40F: 3 clusters Score -2.173137e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 167189 members 
Entering Unmasked Estep 
Score: -21731354.000000 Penalty: 5973.377930
	Iteration 41Q: 3 clusters Score -2.173135e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 167288 members 
Entering Unmasked Estep 
Score: -21731312.000000 Penalty: 5973.377930
	Iteration 42Q: 3 clusters Score -2.173131e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 167385 members 
Entering Unmasked Estep 
Score: -21731264.000000 Penalty: 5973.377930
	Iteration 43Q: 3 clusters Score -2.173126e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 167463 members 
Entering Unmasked Estep 
Score: -21731226.000000 Penalty: 5973.377930
	Iteration 44Q: 3 clusters Score -2.173123e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 167534 members 
Entering Unmasked Estep 
Score: -21731184.000000 Penalty: 5973.377930
	Iteration 45Q: 3 clusters Score -2.173118e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 167594 members 
Entering Unmasked Estep 
Score: -21731112.000000 Penalty: 5973.377930
	Iteration 46Q: 3 clusters Score -2.173111e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 167646 members 
Entering Unmasked Estep 
Score: -21731076.000000 Penalty: 5973.377930
	Iteration 47Q: 3 clusters Score -2.173108e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 167698 members 
Entering Unmasked Estep 
Score: -21731056.000000 Penalty: 5973.377930
	Iteration 48Q: 3 clusters Score -2.173106e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 167737 members 
Entering Unmasked Estep 
Score: -21731036.000000 Penalty: 5973.377930
	Iteration 49Q: 3 clusters Score -2.173104e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 167771 members 
Entering Unmasked Estep 
Score: -21731012.000000 Penalty: 5973.377930
	Iteration 50Q: 3 clusters Score -2.173101e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 167804 members 
Entering Unmasked Estep 
Score: -21731014.000000 Penalty: 5973.377930
	Iteration 51Q: 3 clusters Score -2.173101e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 167841 members 
Entering Unmasked Estep 
Score: -21731000.000000 Penalty: 5973.377930
	Iteration 52Q: 3 clusters Score -2.1731e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 167868 members 
Entering Unmasked Estep 
Score: -21730984.000000 Penalty: 5973.377930
	Iteration 53Q: 3 clusters Score -2.173098e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 167889 members 
Entering Unmasked Estep 
Score: -21730982.000000 Penalty: 5973.377930
	Iteration 54Q: 3 clusters Score -2.173098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 167907 members 
Entering Unmasked Estep 
Score: -21730962.000000 Penalty: 5973.377930
	Iteration 55Q: 3 clusters Score -2.173096e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 167925 members 
Entering Unmasked Estep 
Score: -21730940.000000 Penalty: 5973.377930
	Iteration 56Q: 3 clusters Score -2.173094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 167947 members 
Entering Unmasked Estep 
Score: -21730954.000000 Penalty: 5973.377930
	Iteration 57Q: 3 clusters Score -2.173095e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 167969 members 
Entering Unmasked Estep 
Score: -21730934.000000 Penalty: 5973.377930
	Iteration 58Q: 3 clusters Score -2.173093e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 167983 members 
Entering Unmasked Estep 
Score: -21730922.000000 Penalty: 5973.377930
	Iteration 59Q: 3 clusters Score -2.173092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 167997 members 
Entering Unmasked Estep 
Score: -21730944.000000 Penalty: 5973.377930
	Iteration 60F: 3 clusters Score -2.173094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 168018 members 
Entering Unmasked Estep 
Score: -21730932.000000 Penalty: 5973.377930
	Iteration 61Q: 3 clusters Score -2.173093e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 168034 members 
Entering Unmasked Estep 
Score: -21730922.000000 Penalty: 5973.377930
	Iteration 62Q: 3 clusters Score -2.173092e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 168048 members 
Entering Unmasked Estep 
Score: -21730924.000000 Penalty: 5973.377930
	Iteration 63Q: 3 clusters Score -2.173092e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 168066 members 
Entering Unmasked Estep 
Score: -21730890.000000 Penalty: 5973.377930
	Iteration 64Q: 3 clusters Score -2.173089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 168076 members 
Entering Unmasked Estep 
Score: -21730886.000000 Penalty: 5973.377930
	Iteration 65Q: 3 clusters Score -2.173089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 168087 members 
Entering Unmasked Estep 
Score: -21730894.000000 Penalty: 5973.377930
	Iteration 66Q: 3 clusters Score -2.173089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 168099 members 
Entering Unmasked Estep 
Score: -21730872.000000 Penalty: 5973.377930
	Iteration 67Q: 3 clusters Score -2.173087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 168108 members 
Entering Unmasked Estep 
Score: -21730884.000000 Penalty: 5973.377930
	Iteration 68Q: 3 clusters Score -2.173088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 168110 members 
Entering Unmasked Estep 
Score: -21730882.000000 Penalty: 5973.377930
	Iteration 69Q: 3 clusters Score -2.173088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 168112 members 
Entering Unmasked Estep 
Score: -21730896.000000 Penalty: 5973.377930
	Iteration 70Q: 3 clusters Score -2.17309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 168112 members 
Entering Unmasked Estep 
Score: -21730896.000000 Penalty: 5973.377930
	Iteration 71F: 3 clusters Score -2.17309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (151176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151176 members 
Entering Unmasked Estep 
Score: -19292530.000000 Penalty: 2957.697510
	Iteration 0F: 2 clusters Score -1.929253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75254 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -19195604.000000 Penalty: 5915.395020
	Iteration 0F: 3 clusters Score -1.91956e+07 nChanged 72153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 79941 members 
Entering Unmasked Estep 
Score: -19237912.000000 Penalty: 5915.395020
	Iteration 1F: 3 clusters Score -1.923791e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68576 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -19239326.000000 Penalty: 5915.395020
	Iteration 2Q: 3 clusters Score -1.923933e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 86508 members 
Entering Unmasked Estep 
Score: -19241434.000000 Penalty: 5915.395020
	Iteration 3Q: 3 clusters Score -1.924143e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 92238 members 
Entering Unmasked Estep 
Score: -19244698.000000 Penalty: 5915.395020
	Iteration 4Q: 3 clusters Score -1.92447e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 100153 members 
Entering Unmasked Estep 
Score: -19249964.000000 Penalty: 5915.395020
	Iteration 5F: 3 clusters Score -1.924996e+07 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 109949 members 
Entering Unmasked Estep 
Score: -19257214.000000 Penalty: 5915.395020
	Iteration 6F: 3 clusters Score -1.925721e+07 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 120397 members 
Entering Unmasked Estep 
Score: -19266356.000000 Penalty: 5915.395020
	Iteration 7F: 3 clusters Score -1.926636e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 129622 members 
Entering Unmasked Estep 
Score: -19274392.000000 Penalty: 5915.395020
	Iteration 8F: 3 clusters Score -1.927439e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 136587 members 
Entering Unmasked Estep 
Score: -19280492.000000 Penalty: 5915.395020
	Iteration 9Q: 3 clusters Score -1.928049e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 141405 members 
Entering Unmasked Estep 
Score: -19284454.000000 Penalty: 5915.395020
	Iteration 10Q: 3 clusters Score -1.928445e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 144609 members 
Entering Unmasked Estep 
Score: -19286610.000000 Penalty: 5915.395020
	Iteration 11Q: 3 clusters Score -1.928661e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 146758 members 
Entering Unmasked Estep 
Score: -19287994.000000 Penalty: 5915.395020
	Iteration 12Q: 3 clusters Score -1.928799e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 148155 members 
Entering Unmasked Estep 
Score: -19288786.000000 Penalty: 5915.395020
	Iteration 13Q: 3 clusters Score -1.928879e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 148977 members 
Entering Unmasked Estep 
Score: -19289262.000000 Penalty: 5915.395020
	Iteration 14Q: 3 clusters Score -1.928926e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 149508 members 
Entering Unmasked Estep 
Score: -19289540.000000 Penalty: 5915.395020
	Iteration 15Q: 3 clusters Score -1.928954e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 149815 members 
Entering Unmasked Estep 
Score: -19289706.000000 Penalty: 5915.395020
	Iteration 16Q: 3 clusters Score -1.928971e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 150016 members 
Entering Unmasked Estep 
Score: -19289832.000000 Penalty: 5915.395020
	Iteration 17Q: 3 clusters Score -1.928983e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 150154 members 
Entering Unmasked Estep 
Score: -19289922.000000 Penalty: 5915.395020
	Iteration 18Q: 3 clusters Score -1.928992e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 150233 members 
Entering Unmasked Estep 
Score: -19290018.000000 Penalty: 5915.395020
	Iteration 19Q: 3 clusters Score -1.929002e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 150300 members 
Entering Unmasked Estep 
Score: -19290110.000000 Penalty: 5915.395020
	Iteration 20F: 3 clusters Score -1.929011e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 150349 members 
Entering Unmasked Estep 
Score: -19290188.000000 Penalty: 5915.395020
	Iteration 21Q: 3 clusters Score -1.929019e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 150383 members 
Entering Unmasked Estep 
Score: -19290178.000000 Penalty: 5915.395020
	Iteration 22Q: 3 clusters Score -1.929018e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 150399 members 
Entering Unmasked Estep 
Score: -19290208.000000 Penalty: 5915.395020
	Iteration 23Q: 3 clusters Score -1.929021e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 150421 members 
Entering Unmasked Estep 
Score: -19290228.000000 Penalty: 5915.395020
	Iteration 24Q: 3 clusters Score -1.929023e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 150440 members 
Entering Unmasked Estep 
Score: -19290260.000000 Penalty: 5915.395020
	Iteration 25Q: 3 clusters Score -1.929026e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 150457 members 
Entering Unmasked Estep 
Score: -19290268.000000 Penalty: 5915.395020
	Iteration 26Q: 3 clusters Score -1.929027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 150471 members 
Entering Unmasked Estep 
Score: -19290270.000000 Penalty: 5915.395020
	Iteration 27Q: 3 clusters Score -1.929027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 150480 members 
Entering Unmasked Estep 
Score: -19290268.000000 Penalty: 5915.395020
	Iteration 28Q: 3 clusters Score -1.929027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 150489 members 
Entering Unmasked Estep 
Score: -19290292.000000 Penalty: 5915.395020
	Iteration 29Q: 3 clusters Score -1.929029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 150491 members 
Entering Unmasked Estep 
Score: -19290304.000000 Penalty: 5915.395020
	Iteration 30Q: 3 clusters Score -1.92903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 150491 members 
Entering Unmasked Estep 
Score: -19290314.000000 Penalty: 5915.395020
	Iteration 31Q: 3 clusters Score -1.929031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 150496 members 
Entering Unmasked Estep 
Score: -19290324.000000 Penalty: 5915.395020
	Iteration 32Q: 3 clusters Score -1.929032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 150501 members 
Entering Unmasked Estep 
Score: -19290322.000000 Penalty: 5915.395020
	Iteration 33Q: 3 clusters Score -1.929032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 150501 members 
Entering Unmasked Estep 
Score: -19290332.000000 Penalty: 5915.395020
	Iteration 34Q: 3 clusters Score -1.929033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 150503 members 
Entering Unmasked Estep 
Score: -19290326.000000 Penalty: 5915.395020
	Iteration 35Q: 3 clusters Score -1.929033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 150505 members 
Entering Unmasked Estep 
Score: -19290340.000000 Penalty: 5915.395020
	Iteration 36Q: 3 clusters Score -1.929034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 150506 members 
Entering Unmasked Estep 
Score: -19290332.000000 Penalty: 5915.395020
	Iteration 37Q: 3 clusters Score -1.929033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 150507 members 
Entering Unmasked Estep 
Score: -19290332.000000 Penalty: 5915.395020
	Iteration 38Q: 3 clusters Score -1.929033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 150506 members 
Entering Unmasked Estep 
Score: -19290332.000000 Penalty: 5915.395020
	Iteration 39Q: 3 clusters Score -1.929033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 150506 members 
Entering Unmasked Estep 
Score: -19290330.000000 Penalty: 5915.395020
	Iteration 40F: 3 clusters Score -1.929033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Entering Unmasked Estep 
Score: -8584407.000000 Penalty: 2766.615479
	Iteration 0F: 2 clusters Score -8584407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -8537661.000000 Penalty: 5533.230957
	Iteration 0F: 3 clusters Score -8537661 nChanged 32651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -8556842.000000 Penalty: 5533.230957
	Iteration 1F: 3 clusters Score -8556842 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -8560461.000000 Penalty: 5533.230957
	Iteration 2F: 3 clusters Score -8560461 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -8567444.000000 Penalty: 5533.230957
	Iteration 3F: 3 clusters Score -8567444 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -8575669.000000 Penalty: 5533.230957
	Iteration 4F: 3 clusters Score -8575669 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -8581498.000000 Penalty: 5533.230957
	Iteration 5F: 3 clusters Score -8581498 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56869 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -8584664.000000 Penalty: 5533.230957
	Iteration 6F: 3 clusters Score -8584664 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -8586692.000000 Penalty: 5533.230957
	Iteration 7Q: 3 clusters Score -8586692 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -8588531.000000 Penalty: 5533.230957
	Iteration 8Q: 3 clusters Score -8588531 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -8589715.000000 Penalty: 5533.230957
	Iteration 9Q: 3 clusters Score -8589715 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63291 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -8590094.000000 Penalty: 5533.230957
	Iteration 10Q: 3 clusters Score -8590094 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -8590285.000000 Penalty: 5533.230957
	Iteration 11Q: 3 clusters Score -8590285 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -8590387.000000 Penalty: 5533.230957
	Iteration 12Q: 3 clusters Score -8590387 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -8590430.000000 Penalty: 5533.230957
	Iteration 13Q: 3 clusters Score -8590430 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -8590492.000000 Penalty: 5533.230957
	Iteration 14Q: 3 clusters Score -8590492 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -8590518.000000 Penalty: 5533.230957
	Iteration 15Q: 3 clusters Score -8590518 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -8590531.000000 Penalty: 5533.230957
	Iteration 16Q: 3 clusters Score -8590531 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -8590539.000000 Penalty: 5533.230957
	Iteration 17Q: 3 clusters Score -8590539 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -8590545.000000 Penalty: 5533.230957
	Iteration 18Q: 3 clusters Score -8590545 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -8590566.000000 Penalty: 5533.230957
	Iteration 19Q: 3 clusters Score -8590566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -8590561.000000 Penalty: 5533.230957
	Iteration 20F: 3 clusters Score -8590561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -8590557.000000 Penalty: 5533.230957
	Iteration 21Q: 3 clusters Score -8590557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -8590553.000000 Penalty: 5533.230957
	Iteration 22Q: 3 clusters Score -8590553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65222 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -8590553.000000 Penalty: 5533.230957
	Iteration 23Q: 3 clusters Score -8590553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -8590549.000000 Penalty: 5533.230957
	Iteration 24Q: 3 clusters Score -8590549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -8590550.000000 Penalty: 5533.230957
	Iteration 25Q: 3 clusters Score -8590550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -8590541.000000 Penalty: 5533.230957
	Iteration 26Q: 3 clusters Score -8590541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -8590545.000000 Penalty: 5533.230957
	Iteration 27Q: 3 clusters Score -8590545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -8590562.000000 Penalty: 5533.230957
	Iteration 28Q: 3 clusters Score -8590562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -8590559.000000 Penalty: 5533.230957
	Iteration 29Q: 3 clusters Score -8590559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -8590571.000000 Penalty: 5533.230957
	Iteration 30Q: 3 clusters Score -8590571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -8590568.000000 Penalty: 5533.230957
	Iteration 31Q: 3 clusters Score -8590568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65270 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -8590562.000000 Penalty: 5533.230957
	Iteration 32Q: 3 clusters Score -8590562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -8590558.000000 Penalty: 5533.230957
	Iteration 33Q: 3 clusters Score -8590558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -8590564.000000 Penalty: 5533.230957
	Iteration 34Q: 3 clusters Score -8590564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -8590555.000000 Penalty: 5533.230957
	Iteration 35Q: 3 clusters Score -8590555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -8590555.000000 Penalty: 5533.230957
	Iteration 36F: 3 clusters Score -8590555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 4174 members 
Mstep: Class 3 contains 166232 members 
Mstep: Class 4 contains 4687 members 
Mstep: Class 5 contains 9196 members 
Mstep: Class 6 contains 6027 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 9555 members 
Mstep: Class 10 contains 169923 members 
Mstep: Class 11 contains 151176 members 
Mstep: Class 12 contains 65275 members 
Mstep: Class 13 contains 80781 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 16 contains 198015 members 
Mstep: Class 17 contains 104969 members 
Mstep: Class 18 contains 238736 members 
Mstep: Class 19 contains 4613 members 
Entering Unmasked Estep 
Score: -161228848.000000 Penalty: 59322.894531
Splitting cluster 12 changes total score from -161221792.000000 to -161228848.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 13 (80781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80781 members 
Entering Unmasked Estep 
Score: -10231282.000000 Penalty: 2802.275146
	Iteration 0F: 2 clusters Score -1.023128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -10177120.000000 Penalty: 5604.550293
	Iteration 0F: 3 clusters Score -1.017712e+07 nChanged 38115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -10199157.000000 Penalty: 5604.550293
	Iteration 1F: 3 clusters Score -1.019916e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -10200660.000000 Penalty: 5604.550293
	Iteration 2Q: 3 clusters Score -1.020066e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -10202877.000000 Penalty: 5604.550293
	Iteration 3F: 3 clusters Score -1.020288e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -10206081.000000 Penalty: 5604.550293
	Iteration 4F: 3 clusters Score -1.020608e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -10209870.000000 Penalty: 5604.550293
	Iteration 5F: 3 clusters Score -1.020987e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -10213816.000000 Penalty: 5604.550293
	Iteration 6F: 3 clusters Score -1.021382e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63415 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -10217820.000000 Penalty: 5604.550293
	Iteration 7F: 3 clusters Score -1.021782e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -10221435.000000 Penalty: 5604.550293
	Iteration 8F: 3 clusters Score -1.022144e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71451 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -10224177.000000 Penalty: 5604.550293
	Iteration 9Q: 3 clusters Score -1.022418e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73940 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -10226113.000000 Penalty: 5604.550293
	Iteration 10Q: 3 clusters Score -1.022611e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75632 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -10227434.000000 Penalty: 5604.550293
	Iteration 11Q: 3 clusters Score -1.022743e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76718 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -10228236.000000 Penalty: 5604.550293
	Iteration 12Q: 3 clusters Score -1.022824e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77427 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -10228701.000000 Penalty: 5604.550293
	Iteration 13Q: 3 clusters Score -1.02287e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77884 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -10228868.000000 Penalty: 5604.550293
	Iteration 14Q: 3 clusters Score -1.022887e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78238 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -10229062.000000 Penalty: 5604.550293
	Iteration 15Q: 3 clusters Score -1.022906e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78507 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -10229176.000000 Penalty: 5604.550293
	Iteration 16Q: 3 clusters Score -1.022918e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -10229277.000000 Penalty: 5604.550293
	Iteration 17Q: 3 clusters Score -1.022928e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78824 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -10229320.000000 Penalty: 5604.550293
	Iteration 18Q: 3 clusters Score -1.022932e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -10229354.000000 Penalty: 5604.550293
	Iteration 19Q: 3 clusters Score -1.022935e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79021 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -10229376.000000 Penalty: 5604.550293
	Iteration 20F: 3 clusters Score -1.022938e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79097 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -10229397.000000 Penalty: 5604.550293
	Iteration 21Q: 3 clusters Score -1.02294e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79150 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -10229417.000000 Penalty: 5604.550293
	Iteration 22Q: 3 clusters Score -1.022942e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79195 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -10229434.000000 Penalty: 5604.550293
	Iteration 23Q: 3 clusters Score -1.022943e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -10229438.000000 Penalty: 5604.550293
	Iteration 24Q: 3 clusters Score -1.022944e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -10229439.000000 Penalty: 5604.550293
	Iteration 25Q: 3 clusters Score -1.022944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -10229455.000000 Penalty: 5604.550293
	Iteration 26Q: 3 clusters Score -1.022946e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79293 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -10229470.000000 Penalty: 5604.550293
	Iteration 27Q: 3 clusters Score -1.022947e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79313 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -10229451.000000 Penalty: 5604.550293
	Iteration 28Q: 3 clusters Score -1.022945e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -10229439.000000 Penalty: 5604.550293
	Iteration 29Q: 3 clusters Score -1.022944e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79353 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -10229449.000000 Penalty: 5604.550293
	Iteration 30Q: 3 clusters Score -1.022945e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79369 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -10229480.000000 Penalty: 5604.550293
	Iteration 31Q: 3 clusters Score -1.022948e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -10229477.000000 Penalty: 5604.550293
	Iteration 32Q: 3 clusters Score -1.022948e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79409 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -10229472.000000 Penalty: 5604.550293
	Iteration 33Q: 3 clusters Score -1.022947e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79427 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -10229503.000000 Penalty: 5604.550293
	Iteration 34Q: 3 clusters Score -1.02295e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79442 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -10229496.000000 Penalty: 5604.550293
	Iteration 35Q: 3 clusters Score -1.02295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -10229504.000000 Penalty: 5604.550293
	Iteration 36Q: 3 clusters Score -1.02295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -10229512.000000 Penalty: 5604.550293
	Iteration 37Q: 3 clusters Score -1.022951e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -10229509.000000 Penalty: 5604.550293
	Iteration 38Q: 3 clusters Score -1.022951e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -10229569.000000 Penalty: 5604.550293
	Iteration 39Q: 3 clusters Score -1.022957e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79504 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -10229584.000000 Penalty: 5604.550293
	Iteration 40F: 3 clusters Score -1.022958e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79523 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -10229631.000000 Penalty: 5604.550293
	Iteration 41Q: 3 clusters Score -1.022963e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79555 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10229766.000000 Penalty: 5604.550293
	Iteration 42Q: 3 clusters Score -1.022977e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79589 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -10230004.000000 Penalty: 5604.550293
	Iteration 43Q: 3 clusters Score -1.023e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79578 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -10230189.000000 Penalty: 5604.550293
	Iteration 44Q: 3 clusters Score -1.023019e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -10230235.000000 Penalty: 5604.550293
	Iteration 45Q: 3 clusters Score -1.023024e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79491 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -10230304.000000 Penalty: 5604.550293
	Iteration 46Q: 3 clusters Score -1.02303e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79439 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -10230317.000000 Penalty: 5604.550293
	Iteration 47Q: 3 clusters Score -1.023032e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -10230347.000000 Penalty: 5604.550293
	Iteration 48Q: 3 clusters Score -1.023035e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -10230353.000000 Penalty: 5604.550293
	Iteration 49Q: 3 clusters Score -1.023035e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -10230350.000000 Penalty: 5604.550293
	Iteration 50Q: 3 clusters Score -1.023035e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79295 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -10230362.000000 Penalty: 5604.550293
	Iteration 51Q: 3 clusters Score -1.023036e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79272 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -10230370.000000 Penalty: 5604.550293
	Iteration 52Q: 3 clusters Score -1.023037e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79251 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -10230372.000000 Penalty: 5604.550293
	Iteration 53Q: 3 clusters Score -1.023037e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -10230381.000000 Penalty: 5604.550293
	Iteration 54Q: 3 clusters Score -1.023038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79210 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -10230385.000000 Penalty: 5604.550293
	Iteration 55Q: 3 clusters Score -1.023038e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -10230382.000000 Penalty: 5604.550293
	Iteration 56Q: 3 clusters Score -1.023038e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79155 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -10230393.000000 Penalty: 5604.550293
	Iteration 57Q: 3 clusters Score -1.023039e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -10230403.000000 Penalty: 5604.550293
	Iteration 58Q: 3 clusters Score -1.02304e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -10230415.000000 Penalty: 5604.550293
	Iteration 59Q: 3 clusters Score -1.023042e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -10230410.000000 Penalty: 5604.550293
	Iteration 60F: 3 clusters Score -1.023041e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79047 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -10230423.000000 Penalty: 5604.550293
	Iteration 61Q: 3 clusters Score -1.023042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79029 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -10230416.000000 Penalty: 5604.550293
	Iteration 62Q: 3 clusters Score -1.023042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -10230427.000000 Penalty: 5604.550293
	Iteration 63Q: 3 clusters Score -1.023043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78999 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -10230431.000000 Penalty: 5604.550293
	Iteration 64Q: 3 clusters Score -1.023043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78986 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -10230435.000000 Penalty: 5604.550293
	Iteration 65Q: 3 clusters Score -1.023044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78972 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -10230436.000000 Penalty: 5604.550293
	Iteration 66Q: 3 clusters Score -1.023044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78963 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -10230441.000000 Penalty: 5604.550293
	Iteration 67Q: 3 clusters Score -1.023044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -10230443.000000 Penalty: 5604.550293
	Iteration 68Q: 3 clusters Score -1.023044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78948 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -10230453.000000 Penalty: 5604.550293
	Iteration 69Q: 3 clusters Score -1.023045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -10230450.000000 Penalty: 5604.550293
	Iteration 70Q: 3 clusters Score -1.023045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -10230453.000000 Penalty: 5604.550293
	Iteration 71Q: 3 clusters Score -1.023045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78929 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -10230441.000000 Penalty: 5604.550293
	Iteration 72Q: 3 clusters Score -1.023044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78924 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -10230439.000000 Penalty: 5604.550293
	Iteration 73Q: 3 clusters Score -1.023044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -10230448.000000 Penalty: 5604.550293
	Iteration 74Q: 3 clusters Score -1.023045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78914 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -10230446.000000 Penalty: 5604.550293
	Iteration 75Q: 3 clusters Score -1.023045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -10230449.000000 Penalty: 5604.550293
	Iteration 76Q: 3 clusters Score -1.023045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -10230446.000000 Penalty: 5604.550293
	Iteration 77Q: 3 clusters Score -1.023045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -10230437.000000 Penalty: 5604.550293
	Iteration 78Q: 3 clusters Score -1.023044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -10230441.000000 Penalty: 5604.550293
	Iteration 79Q: 3 clusters Score -1.023044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -10230443.000000 Penalty: 5604.550293
	Iteration 80F: 3 clusters Score -1.023044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78885 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -10230442.000000 Penalty: 5604.550293
	Iteration 81Q: 3 clusters Score -1.023044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -10230448.000000 Penalty: 5604.550293
	Iteration 82Q: 3 clusters Score -1.023045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78882 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -10230447.000000 Penalty: 5604.550293
	Iteration 83Q: 3 clusters Score -1.023045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -10230447.000000 Penalty: 5604.550293
	Iteration 84Q: 3 clusters Score -1.023045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -10230451.000000 Penalty: 5604.550293
	Iteration 85Q: 3 clusters Score -1.023045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -10230451.000000 Penalty: 5604.550293
	Iteration 86F: 3 clusters Score -1.023045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Entering Unmasked Estep 
Score: -285155.343750 Penalty: 1985.165527
	Iteration 0F: 2 clusters Score -285155.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -282259.125000 Penalty: 3970.331055
	Iteration 0F: 3 clusters Score -282259.1 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -285778.437500 Penalty: 3970.331055
	Iteration 1F: 3 clusters Score -285778.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -287501.281250 Penalty: 3970.331055
	Iteration 2F: 3 clusters Score -287501.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -288380.687500 Penalty: 3970.331055
	Iteration 3F: 3 clusters Score -288380.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -289202.156250 Penalty: 3970.331055
	Iteration 4Q: 3 clusters Score -289202.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -289771.406250 Penalty: 3970.331055
	Iteration 5Q: 3 clusters Score -289771.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -289889.687500 Penalty: 3970.331055
	Iteration 6Q: 3 clusters Score -289889.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -290080.500000 Penalty: 3970.331055
	Iteration 7Q: 3 clusters Score -290080.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -290675.312500 Penalty: 3970.331055
	Iteration 8Q: 3 clusters Score -290675.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -290795.906250 Penalty: 3970.331055
	Iteration 9Q: 3 clusters Score -290795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -290801.468750 Penalty: 3970.331055
	Iteration 10Q: 3 clusters Score -290801.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -290810.468750 Penalty: 3970.331055
	Iteration 11Q: 3 clusters Score -290810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -290813.843750 Penalty: 3970.331055
	Iteration 12Q: 3 clusters Score -290813.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -290817.875000 Penalty: 3970.331055
	Iteration 13Q: 3 clusters Score -290817.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -290819.312500 Penalty: 3970.331055
	Iteration 14Q: 3 clusters Score -290819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -290822.250000 Penalty: 3970.331055
	Iteration 15Q: 3 clusters Score -290822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -290844.968750 Penalty: 3970.331055
	Iteration 16Q: 3 clusters Score -290845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -290858.156250 Penalty: 3970.331055
	Iteration 17Q: 3 clusters Score -290858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -290857.968750 Penalty: 3970.331055
	Iteration 18Q: 3 clusters Score -290858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -290858.218750 Penalty: 3970.331055
	Iteration 19F: 3 clusters Score -290858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -290859.937500 Penalty: 3970.331055
	Iteration 20F: 3 clusters Score -290859.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 4174 members 
Mstep: Class 3 contains 166232 members 
Mstep: Class 4 contains 4687 members 
Mstep: Class 5 contains 9196 members 
Mstep: Class 6 contains 6027 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 9555 members 
Mstep: Class 10 contains 169923 members 
Mstep: Class 11 contains 151176 members 
Mstep: Class 12 contains 65275 members 
Mstep: Class 13 contains 80781 members 
Mstep: Class 14 contains 1688 members 
Mstep: Class 16 contains 198015 members 
Mstep: Class 17 contains 104969 members 
Mstep: Class 18 contains 238736 members 
Mstep: Class 19 contains 4613 members 
Entering Unmasked Estep 
Score: -161233120.000000 Penalty: 62812.476562
Splitting cluster 14 changes total score from -161221792.000000 to -161233120.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 16 (198015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198015 members 
Entering Unmasked Estep 
Score: -25127392.000000 Penalty: 3024.632324
	Iteration 0F: 2 clusters Score -2.512739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99068 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -25008132.000000 Penalty: 6049.264648
	Iteration 0F: 3 clusters Score -2.500813e+07 nChanged 95153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100355 members 
Mstep: Class 2 contains 97660 members 
Entering Unmasked Estep 
Score: -25064578.000000 Penalty: 6049.264648
	Iteration 1F: 3 clusters Score -2.506458e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 97250 members 
Entering Unmasked Estep 
Score: -25066368.000000 Penalty: 6049.264648
	Iteration 2Q: 3 clusters Score -2.506637e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101178 members 
Mstep: Class 2 contains 96837 members 
Entering Unmasked Estep 
Score: -25068920.000000 Penalty: 6049.264648
	Iteration 3Q: 3 clusters Score -2.506892e+07 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 96574 members 
Entering Unmasked Estep 
Score: -25072794.000000 Penalty: 6049.264648
	Iteration 4Q: 3 clusters Score -2.507279e+07 nChanged 10646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101349 members 
Mstep: Class 2 contains 96666 members 
Entering Unmasked Estep 
Score: -25079064.000000 Penalty: 6049.264648
	Iteration 5F: 3 clusters Score -2.507906e+07 nChanged 12776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100531 members 
Mstep: Class 2 contains 97484 members 
Entering Unmasked Estep 
Score: -25088128.000000 Penalty: 6049.264648
	Iteration 6F: 3 clusters Score -2.508813e+07 nChanged 14386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98939 members 
Mstep: Class 2 contains 99076 members 
Entering Unmasked Estep 
Score: -25098750.000000 Penalty: 6049.264648
	Iteration 7F: 3 clusters Score -2.509875e+07 nChanged 13992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97211 members 
Mstep: Class 2 contains 100804 members 
Entering Unmasked Estep 
Score: -25108404.000000 Penalty: 6049.264648
	Iteration 8F: 3 clusters Score -2.51084e+07 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95734 members 
Mstep: Class 2 contains 102281 members 
Entering Unmasked Estep 
Score: -25113544.000000 Penalty: 6049.264648
	Iteration 9F: 3 clusters Score -2.511354e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94561 members 
Mstep: Class 2 contains 103454 members 
Entering Unmasked Estep 
Score: -25115936.000000 Penalty: 6049.264648
	Iteration 10Q: 3 clusters Score -2.511594e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93382 members 
Mstep: Class 2 contains 104633 members 
Entering Unmasked Estep 
Score: -25117276.000000 Penalty: 6049.264648
	Iteration 11Q: 3 clusters Score -2.511728e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92264 members 
Mstep: Class 2 contains 105751 members 
Entering Unmasked Estep 
Score: -25118294.000000 Penalty: 6049.264648
	Iteration 12Q: 3 clusters Score -2.511829e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91167 members 
Mstep: Class 2 contains 106848 members 
Entering Unmasked Estep 
Score: -25119158.000000 Penalty: 6049.264648
	Iteration 13Q: 3 clusters Score -2.511916e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90086 members 
Mstep: Class 2 contains 107929 members 
Entering Unmasked Estep 
Score: -25119930.000000 Penalty: 6049.264648
	Iteration 14Q: 3 clusters Score -2.511993e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 109026 members 
Entering Unmasked Estep 
Score: -25120578.000000 Penalty: 6049.264648
	Iteration 15Q: 3 clusters Score -2.512058e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87914 members 
Mstep: Class 2 contains 110101 members 
Entering Unmasked Estep 
Score: -25121032.000000 Penalty: 6049.264648
	Iteration 16Q: 3 clusters Score -2.512103e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86859 members 
Mstep: Class 2 contains 111156 members 
Entering Unmasked Estep 
Score: -25121754.000000 Penalty: 6049.264648
	Iteration 17Q: 3 clusters Score -2.512175e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85811 members 
Mstep: Class 2 contains 112204 members 
Entering Unmasked Estep 
Score: -25122162.000000 Penalty: 6049.264648
	Iteration 18Q: 3 clusters Score -2.512216e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84826 members 
Mstep: Class 2 contains 113189 members 
Entering Unmasked Estep 
Score: -25122496.000000 Penalty: 6049.264648
	Iteration 19Q: 3 clusters Score -2.51225e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 114146 members 
Entering Unmasked Estep 
Score: -25122790.000000 Penalty: 6049.264648
	Iteration 20F: 3 clusters Score -2.512279e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 115112 members 
Entering Unmasked Estep 
Score: -25122988.000000 Penalty: 6049.264648
	Iteration 21Q: 3 clusters Score -2.512299e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 116068 members 
Entering Unmasked Estep 
Score: -25123100.000000 Penalty: 6049.264648
	Iteration 22Q: 3 clusters Score -2.51231e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 117070 members 
Entering Unmasked Estep 
Score: -25123328.000000 Penalty: 6049.264648
	Iteration 23Q: 3 clusters Score -2.512333e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 118118 members 
Entering Unmasked Estep 
Score: -25123534.000000 Penalty: 6049.264648
	Iteration 24Q: 3 clusters Score -2.512353e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 119163 members 
Entering Unmasked Estep 
Score: -25123740.000000 Penalty: 6049.264648
	Iteration 25Q: 3 clusters Score -2.512374e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77852 members 
Mstep: Class 2 contains 120163 members 
Entering Unmasked Estep 
Score: -25123952.000000 Penalty: 6049.264648
	Iteration 26Q: 3 clusters Score -2.512395e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 121090 members 
Entering Unmasked Estep 
Score: -25124202.000000 Penalty: 6049.264648
	Iteration 27Q: 3 clusters Score -2.51242e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 121964 members 
Entering Unmasked Estep 
Score: -25124326.000000 Penalty: 6049.264648
	Iteration 28Q: 3 clusters Score -2.512433e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75190 members 
Mstep: Class 2 contains 122825 members 
Entering Unmasked Estep 
Score: -25124310.000000 Penalty: 6049.264648
	Iteration 29Q: 3 clusters Score -2.512431e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 123737 members 
Entering Unmasked Estep 
Score: -25124448.000000 Penalty: 6049.264648
	Iteration 30Q: 3 clusters Score -2.512445e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73413 members 
Mstep: Class 2 contains 124602 members 
Entering Unmasked Estep 
Score: -25124594.000000 Penalty: 6049.264648
	Iteration 31Q: 3 clusters Score -2.512459e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72569 members 
Mstep: Class 2 contains 125446 members 
Entering Unmasked Estep 
Score: -25124692.000000 Penalty: 6049.264648
	Iteration 32Q: 3 clusters Score -2.512469e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71707 members 
Mstep: Class 2 contains 126308 members 
Entering Unmasked Estep 
Score: -25124864.000000 Penalty: 6049.264648
	Iteration 33Q: 3 clusters Score -2.512486e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70868 members 
Mstep: Class 2 contains 127147 members 
Entering Unmasked Estep 
Score: -25125028.000000 Penalty: 6049.264648
	Iteration 34Q: 3 clusters Score -2.512503e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 128021 members 
Entering Unmasked Estep 
Score: -25125104.000000 Penalty: 6049.264648
	Iteration 35Q: 3 clusters Score -2.51251e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 128905 members 
Entering Unmasked Estep 
Score: -25125202.000000 Penalty: 6049.264648
	Iteration 36Q: 3 clusters Score -2.51252e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 129851 members 
Entering Unmasked Estep 
Score: -25125264.000000 Penalty: 6049.264648
	Iteration 37Q: 3 clusters Score -2.512526e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 130870 members 
Entering Unmasked Estep 
Score: -25125446.000000 Penalty: 6049.264648
	Iteration 38Q: 3 clusters Score -2.512545e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 131951 members 
Entering Unmasked Estep 
Score: -25125690.000000 Penalty: 6049.264648
	Iteration 39Q: 3 clusters Score -2.512569e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 133081 members 
Entering Unmasked Estep 
Score: -25125882.000000 Penalty: 6049.264648
	Iteration 40F: 3 clusters Score -2.512588e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 134239 members 
Entering Unmasked Estep 
Score: -25126206.000000 Penalty: 6049.264648
	Iteration 41Q: 3 clusters Score -2.512621e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 135406 members 
Entering Unmasked Estep 
Score: -25126262.000000 Penalty: 6049.264648
	Iteration 42Q: 3 clusters Score -2.512626e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 136557 members 
Entering Unmasked Estep 
Score: -25126314.000000 Penalty: 6049.264648
	Iteration 43Q: 3 clusters Score -2.512631e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 137758 members 
Entering Unmasked Estep 
Score: -25126506.000000 Penalty: 6049.264648
	Iteration 44Q: 3 clusters Score -2.512651e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 139006 members 
Entering Unmasked Estep 
Score: -25126664.000000 Penalty: 6049.264648
	Iteration 45Q: 3 clusters Score -2.512666e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 140264 members 
Entering Unmasked Estep 
Score: -25126758.000000 Penalty: 6049.264648
	Iteration 46Q: 3 clusters Score -2.512676e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 141555 members 
Entering Unmasked Estep 
Score: -25127072.000000 Penalty: 6049.264648
	Iteration 47Q: 3 clusters Score -2.512707e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 142870 members 
Entering Unmasked Estep 
Score: -25127276.000000 Penalty: 6049.264648
	Iteration 48Q: 3 clusters Score -2.512728e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 144217 members 
Entering Unmasked Estep 
Score: -25127568.000000 Penalty: 6049.264648
	Iteration 49Q: 3 clusters Score -2.512757e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 145612 members 
Entering Unmasked Estep 
Score: -25127800.000000 Penalty: 6049.264648
	Iteration 50Q: 3 clusters Score -2.51278e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 147301 members 
Entering Unmasked Estep 
Score: -25128154.000000 Penalty: 6049.264648
	Iteration 51Q: 3 clusters Score -2.512815e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 149346 members 
Entering Unmasked Estep 
Score: -25128668.000000 Penalty: 6049.264648
	Iteration 52Q: 3 clusters Score -2.512867e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 151776 members 
Entering Unmasked Estep 
Score: -25128836.000000 Penalty: 6049.264648
	Iteration 53Q: 3 clusters Score -2.512884e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 154654 members 
Entering Unmasked Estep 
Score: -25129288.000000 Penalty: 6049.264648
	Iteration 54Q: 3 clusters Score -2.512929e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 157982 members 
Entering Unmasked Estep 
Score: -25129448.000000 Penalty: 6049.264648
	Iteration 55Q: 3 clusters Score -2.512945e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 161798 members 
Entering Unmasked Estep 
Score: -25129750.000000 Penalty: 6049.264648
	Iteration 56Q: 3 clusters Score -2.512975e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 165801 members 
Entering Unmasked Estep 
Score: -25129546.000000 Penalty: 6049.264648
	Iteration 57Q: 3 clusters Score -2.512955e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 169932 members 
Entering Unmasked Estep 
Score: -25129484.000000 Penalty: 6049.264648
	Iteration 58Q: 3 clusters Score -2.512948e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 174009 members 
Entering Unmasked Estep 
Score: -25129260.000000 Penalty: 6049.264648
	Iteration 59Q: 3 clusters Score -2.512926e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 177786 members 
Entering Unmasked Estep 
Score: -25128672.000000 Penalty: 6049.264648
	Iteration 60F: 3 clusters Score -2.512867e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 181392 members 
Entering Unmasked Estep 
Score: -25128016.000000 Penalty: 6049.264648
	Iteration 61Q: 3 clusters Score -2.512802e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 184409 members 
Entering Unmasked Estep 
Score: -25127498.000000 Penalty: 6049.264648
	Iteration 62Q: 3 clusters Score -2.51275e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 186886 members 
Entering Unmasked Estep 
Score: -25127062.000000 Penalty: 6049.264648
	Iteration 63Q: 3 clusters Score -2.512706e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 188853 members 
Entering Unmasked Estep 
Score: -25126852.000000 Penalty: 6049.264648
	Iteration 64Q: 3 clusters Score -2.512685e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 190401 members 
Entering Unmasked Estep 
Score: -25126738.000000 Penalty: 6049.264648
	Iteration 65Q: 3 clusters Score -2.512674e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 191631 members 
Entering Unmasked Estep 
Score: -25126524.000000 Penalty: 6049.264648
	Iteration 66Q: 3 clusters Score -2.512652e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 192589 members 
Entering Unmasked Estep 
Score: -25126394.000000 Penalty: 6049.264648
	Iteration 67Q: 3 clusters Score -2.512639e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 193419 members 
Entering Unmasked Estep 
Score: -25126258.000000 Penalty: 6049.264648
	Iteration 68Q: 3 clusters Score -2.512626e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 194138 members 
Entering Unmasked Estep 
Score: -25126118.000000 Penalty: 6049.264648
	Iteration 69Q: 3 clusters Score -2.512612e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 194721 members 
Entering Unmasked Estep 
Score: -25125952.000000 Penalty: 6049.264648
	Iteration 70Q: 3 clusters Score -2.512595e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 195155 members 
Entering Unmasked Estep 
Score: -25125906.000000 Penalty: 6049.264648
	Iteration 71Q: 3 clusters Score -2.512591e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 195495 members 
Entering Unmasked Estep 
Score: -25125934.000000 Penalty: 6049.264648
	Iteration 72Q: 3 clusters Score -2.512593e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 195773 members 
Entering Unmasked Estep 
Score: -25125964.000000 Penalty: 6049.264648
	Iteration 73Q: 3 clusters Score -2.512596e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 195956 members 
Entering Unmasked Estep 
Score: -25125878.000000 Penalty: 6049.264648
	Iteration 74Q: 3 clusters Score -2.512588e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 196097 members 
Entering Unmasked Estep 
Score: -25125842.000000 Penalty: 6049.264648
	Iteration 75Q: 3 clusters Score -2.512584e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 196192 members 
Entering Unmasked Estep 
Score: -25125804.000000 Penalty: 6049.264648
	Iteration 76Q: 3 clusters Score -2.51258e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 196262 members 
Entering Unmasked Estep 
Score: -25125762.000000 Penalty: 6049.264648
	Iteration 77Q: 3 clusters Score -2.512576e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 196340 members 
Entering Unmasked Estep 
Score: -25125740.000000 Penalty: 6049.264648
	Iteration 78Q: 3 clusters Score -2.512574e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 196403 members 
Entering Unmasked Estep 
Score: -25125726.000000 Penalty: 6049.264648
	Iteration 79Q: 3 clusters Score -2.512573e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 196472 members 
Entering Unmasked Estep 
Score: -25125672.000000 Penalty: 6049.264648
	Iteration 80F: 3 clusters Score -2.512567e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 196527 members 
Entering Unmasked Estep 
Score: -25125694.000000 Penalty: 6049.264648
	Iteration 81Q: 3 clusters Score -2.512569e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 196556 members 
Entering Unmasked Estep 
Score: -25125714.000000 Penalty: 6049.264648
	Iteration 82Q: 3 clusters Score -2.512571e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 196584 members 
Entering Unmasked Estep 
Score: -25125712.000000 Penalty: 6049.264648
	Iteration 83Q: 3 clusters Score -2.512571e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 196613 members 
Entering Unmasked Estep 
Score: -25125642.000000 Penalty: 6049.264648
	Iteration 84Q: 3 clusters Score -2.512564e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 196643 members 
Entering Unmasked Estep 
Score: -25125644.000000 Penalty: 6049.264648
	Iteration 85Q: 3 clusters Score -2.512564e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 196667 members 
Entering Unmasked Estep 
Score: -25125624.000000 Penalty: 6049.264648
	Iteration 86Q: 3 clusters Score -2.512562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 196682 members 
Entering Unmasked Estep 
Score: -25125616.000000 Penalty: 6049.264648
	Iteration 87Q: 3 clusters Score -2.512562e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 196695 members 
Entering Unmasked Estep 
Score: -25125614.000000 Penalty: 6049.264648
	Iteration 88Q: 3 clusters Score -2.512561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 196714 members 
Entering Unmasked Estep 
Score: -25125624.000000 Penalty: 6049.264648
	Iteration 89Q: 3 clusters Score -2.512562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 196724 members 
Entering Unmasked Estep 
Score: -25125626.000000 Penalty: 6049.264648
	Iteration 90Q: 3 clusters Score -2.512563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 196736 members 
Entering Unmasked Estep 
Score: -25125616.000000 Penalty: 6049.264648
	Iteration 91Q: 3 clusters Score -2.512562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 196741 members 
Entering Unmasked Estep 
Score: -25125626.000000 Penalty: 6049.264648
	Iteration 92Q: 3 clusters Score -2.512563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 196743 members 
Entering Unmasked Estep 
Score: -25125624.000000 Penalty: 6049.264648
	Iteration 93Q: 3 clusters Score -2.512562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 196746 members 
Entering Unmasked Estep 
Score: -25125618.000000 Penalty: 6049.264648
	Iteration 94Q: 3 clusters Score -2.512562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 196751 members 
Entering Unmasked Estep 
Score: -25125618.000000 Penalty: 6049.264648
	Iteration 95Q: 3 clusters Score -2.512562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 196755 members 
Entering Unmasked Estep 
Score: -25125614.000000 Penalty: 6049.264648
	Iteration 96Q: 3 clusters Score -2.512561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 196756 members 
Entering Unmasked Estep 
Score: -25125606.000000 Penalty: 6049.264648
	Iteration 97Q: 3 clusters Score -2.512561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 196760 members 
Entering Unmasked Estep 
Score: -25125610.000000 Penalty: 6049.264648
	Iteration 98Q: 3 clusters Score -2.512561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 196762 members 
Entering Unmasked Estep 
Score: -25125610.000000 Penalty: 6049.264648
	Iteration 99Q: 3 clusters Score -2.512561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 196769 members 
Entering Unmasked Estep 
Score: -25125612.000000 Penalty: 6049.264648
	Iteration 100F: 3 clusters Score -2.512561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 196778 members 
Entering Unmasked Estep 
Score: -25125606.000000 Penalty: 6049.264648
	Iteration 101Q: 3 clusters Score -2.512561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 196793 members 
Entering Unmasked Estep 
Score: -25125608.000000 Penalty: 6049.264648
	Iteration 102Q: 3 clusters Score -2.512561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 196803 members 
Entering Unmasked Estep 
Score: -25125620.000000 Penalty: 6049.264648
	Iteration 103Q: 3 clusters Score -2.512562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 196815 members 
Entering Unmasked Estep 
Score: -25125602.000000 Penalty: 6049.264648
	Iteration 104Q: 3 clusters Score -2.51256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 196831 members 
Entering Unmasked Estep 
Score: -25125592.000000 Penalty: 6049.264648
	Iteration 105Q: 3 clusters Score -2.512559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 196841 members 
Entering Unmasked Estep 
Score: -25125570.000000 Penalty: 6049.264648
	Iteration 106Q: 3 clusters Score -2.512557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 196850 members 
Entering Unmasked Estep 
Score: -25125576.000000 Penalty: 6049.264648
	Iteration 107Q: 3 clusters Score -2.512558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 196858 members 
Entering Unmasked Estep 
Score: -25125566.000000 Penalty: 6049.264648
	Iteration 108Q: 3 clusters Score -2.512557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 196866 members 
Entering Unmasked Estep 
Score: -25125574.000000 Penalty: 6049.264648
	Iteration 109Q: 3 clusters Score -2.512557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 196869 members 
Entering Unmasked Estep 
Score: -25125574.000000 Penalty: 6049.264648
	Iteration 110Q: 3 clusters Score -2.512557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 196873 members 
Entering Unmasked Estep 
Score: -25125572.000000 Penalty: 6049.264648
	Iteration 111Q: 3 clusters Score -2.512557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 196877 members 
Entering Unmasked Estep 
Score: -25125542.000000 Penalty: 6049.264648
	Iteration 112Q: 3 clusters Score -2.512554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 196881 members 
Entering Unmasked Estep 
Score: -25125540.000000 Penalty: 6049.264648
	Iteration 113Q: 3 clusters Score -2.512554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 196886 members 
Entering Unmasked Estep 
Score: -25125540.000000 Penalty: 6049.264648
	Iteration 114Q: 3 clusters Score -2.512554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 196890 members 
Entering Unmasked Estep 
Score: -25125536.000000 Penalty: 6049.264648
	Iteration 115Q: 3 clusters Score -2.512554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 196897 members 
Entering Unmasked Estep 
Score: -25125538.000000 Penalty: 6049.264648
	Iteration 116Q: 3 clusters Score -2.512554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 196903 members 
Entering Unmasked Estep 
Score: -25125532.000000 Penalty: 6049.264648
	Iteration 117Q: 3 clusters Score -2.512553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 196910 members 
Entering Unmasked Estep 
Score: -25125520.000000 Penalty: 6049.264648
	Iteration 118Q: 3 clusters Score -2.512552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 196913 members 
Entering Unmasked Estep 
Score: -25125514.000000 Penalty: 6049.264648
	Iteration 119Q: 3 clusters Score -2.512551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 196913 members 
Entering Unmasked Estep 
Score: -25125514.000000 Penalty: 6049.264648
	Iteration 120F: 3 clusters Score -2.512551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (104969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104969 members 
Entering Unmasked Estep 
Score: -13381379.000000 Penalty: 2867.232178
	Iteration 0F: 2 clusters Score -1.338138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -13311276.000000 Penalty: 5734.464355
	Iteration 0F: 3 clusters Score -1.331128e+07 nChanged 49788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -13340122.000000 Penalty: 5734.464355
	Iteration 1F: 3 clusters Score -1.334012e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -13341195.000000 Penalty: 5734.464355
	Iteration 2Q: 3 clusters Score -1.33412e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -13342877.000000 Penalty: 5734.464355
	Iteration 3Q: 3 clusters Score -1.334288e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -13345573.000000 Penalty: 5734.464355
	Iteration 4F: 3 clusters Score -1.334557e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -13349945.000000 Penalty: 5734.464355
	Iteration 5F: 3 clusters Score -1.334994e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80740 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -13356603.000000 Penalty: 5734.464355
	Iteration 6F: 3 clusters Score -1.33566e+07 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -13364557.000000 Penalty: 5734.464355
	Iteration 7F: 3 clusters Score -1.336456e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96716 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -13371655.000000 Penalty: 5734.464355
	Iteration 8F: 3 clusters Score -1.337166e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101307 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -13375903.000000 Penalty: 5734.464355
	Iteration 9Q: 3 clusters Score -1.33759e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103404 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -13377738.000000 Penalty: 5734.464355
	Iteration 10Q: 3 clusters Score -1.337774e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104167 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -13378441.000000 Penalty: 5734.464355
	Iteration 11Q: 3 clusters Score -1.337844e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104440 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13378683.000000 Penalty: 5734.464355
	Iteration 12Q: 3 clusters Score -1.337868e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -13378772.000000 Penalty: 5734.464355
	Iteration 13Q: 3 clusters Score -1.337877e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104575 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -13378829.000000 Penalty: 5734.464355
	Iteration 14Q: 3 clusters Score -1.337883e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104593 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -13378858.000000 Penalty: 5734.464355
	Iteration 15Q: 3 clusters Score -1.337886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104610 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13378867.000000 Penalty: 5734.464355
	Iteration 16Q: 3 clusters Score -1.337887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104621 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -13378889.000000 Penalty: 5734.464355
	Iteration 17Q: 3 clusters Score -1.337889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104633 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -13378897.000000 Penalty: 5734.464355
	Iteration 18Q: 3 clusters Score -1.33789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104640 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13378898.000000 Penalty: 5734.464355
	Iteration 19Q: 3 clusters Score -1.33789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104645 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -13378900.000000 Penalty: 5734.464355
	Iteration 20F: 3 clusters Score -1.33789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13378908.000000 Penalty: 5734.464355
	Iteration 21Q: 3 clusters Score -1.337891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104652 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13378908.000000 Penalty: 5734.464355
	Iteration 22Q: 3 clusters Score -1.337891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104653 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13378915.000000 Penalty: 5734.464355
	Iteration 23Q: 3 clusters Score -1.337892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104653 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13378914.000000 Penalty: 5734.464355
	Iteration 24Q: 3 clusters Score -1.337891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104655 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -13378920.000000 Penalty: 5734.464355
	Iteration 25Q: 3 clusters Score -1.337892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104658 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -13378918.000000 Penalty: 5734.464355
	Iteration 26Q: 3 clusters Score -1.337892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104659 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -13378918.000000 Penalty: 5734.464355
	Iteration 27Q: 3 clusters Score -1.337892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104660 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -13378925.000000 Penalty: 5734.464355
	Iteration 28Q: 3 clusters Score -1.337892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104660 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -13378925.000000 Penalty: 5734.464355
	Iteration 29F: 3 clusters Score -1.337892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (238736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238736 members 
Entering Unmasked Estep 
Score: -30296320.000000 Penalty: 3071.012207
	Iteration 0F: 2 clusters Score -3.029632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119288 members 
Mstep: Class 2 contains 119448 members 
Entering Unmasked Estep 
Score: -30165420.000000 Penalty: 6142.024414
	Iteration 0F: 3 clusters Score -3.016542e+07 nChanged 115138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117494 members 
Mstep: Class 2 contains 121242 members 
Entering Unmasked Estep 
Score: -30232712.000000 Penalty: 6142.024414
	Iteration 1F: 3 clusters Score -3.023271e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116809 members 
Mstep: Class 2 contains 121927 members 
Entering Unmasked Estep 
Score: -30233400.000000 Penalty: 6142.024414
	Iteration 2Q: 3 clusters Score -3.02334e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115627 members 
Mstep: Class 2 contains 123109 members 
Entering Unmasked Estep 
Score: -30234352.000000 Penalty: 6142.024414
	Iteration 3Q: 3 clusters Score -3.023435e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113740 members 
Mstep: Class 2 contains 124996 members 
Entering Unmasked Estep 
Score: -30235122.000000 Penalty: 6142.024414
	Iteration 4Q: 3 clusters Score -3.023512e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110892 members 
Mstep: Class 2 contains 127844 members 
Entering Unmasked Estep 
Score: -30236248.000000 Penalty: 6142.024414
	Iteration 5Q: 3 clusters Score -3.023625e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106513 members 
Mstep: Class 2 contains 132223 members 
Entering Unmasked Estep 
Score: -30237798.000000 Penalty: 6142.024414
	Iteration 6Q: 3 clusters Score -3.02378e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99920 members 
Mstep: Class 2 contains 138816 members 
Entering Unmasked Estep 
Score: -30240640.000000 Penalty: 6142.024414
	Iteration 7Q: 3 clusters Score -3.024064e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90093 members 
Mstep: Class 2 contains 148643 members 
Entering Unmasked Estep 
Score: -30244952.000000 Penalty: 6142.024414
	Iteration 8Q: 3 clusters Score -3.024495e+07 nChanged 14702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 163069 members 
Entering Unmasked Estep 
Score: -30250772.000000 Penalty: 6142.024414
	Iteration 9F: 3 clusters Score -3.025077e+07 nChanged 18147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 181100 members 
Entering Unmasked Estep 
Score: -30258418.000000 Penalty: 6142.024414
	Iteration 10F: 3 clusters Score -3.025842e+07 nChanged 18940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 199986 members 
Entering Unmasked Estep 
Score: -30265372.000000 Penalty: 6142.024414
	Iteration 11F: 3 clusters Score -3.026537e+07 nChanged 15739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 215709 members 
Entering Unmasked Estep 
Score: -30274518.000000 Penalty: 6142.024414
	Iteration 12F: 3 clusters Score -3.027452e+07 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 226628 members 
Entering Unmasked Estep 
Score: -30282886.000000 Penalty: 6142.024414
	Iteration 13Q: 3 clusters Score -3.028289e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 232950 members 
Entering Unmasked Estep 
Score: -30288424.000000 Penalty: 6142.024414
	Iteration 14Q: 3 clusters Score -3.028842e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 235913 members 
Entering Unmasked Estep 
Score: -30291176.000000 Penalty: 6142.024414
	Iteration 15Q: 3 clusters Score -3.029118e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 237132 members 
Entering Unmasked Estep 
Score: -30292246.000000 Penalty: 6142.024414
	Iteration 16Q: 3 clusters Score -3.029225e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 237614 members 
Entering Unmasked Estep 
Score: -30292750.000000 Penalty: 6142.024414
	Iteration 17Q: 3 clusters Score -3.029275e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 237855 members 
Entering Unmasked Estep 
Score: -30293104.000000 Penalty: 6142.024414
	Iteration 18Q: 3 clusters Score -3.02931e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 237970 members 
Entering Unmasked Estep 
Score: -30293322.000000 Penalty: 6142.024414
	Iteration 19Q: 3 clusters Score -3.029332e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 238037 members 
Entering Unmasked Estep 
Score: -30293420.000000 Penalty: 6142.024414
	Iteration 20F: 3 clusters Score -3.029342e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 238081 members 
Entering Unmasked Estep 
Score: -30293492.000000 Penalty: 6142.024414
	Iteration 21Q: 3 clusters Score -3.029349e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 238113 members 
Entering Unmasked Estep 
Score: -30293522.000000 Penalty: 6142.024414
	Iteration 22Q: 3 clusters Score -3.029352e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 238134 members 
Entering Unmasked Estep 
Score: -30293556.000000 Penalty: 6142.024414
	Iteration 23Q: 3 clusters Score -3.029356e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 238155 members 
Entering Unmasked Estep 
Score: -30293572.000000 Penalty: 6142.024414
	Iteration 24Q: 3 clusters Score -3.029357e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 238162 members 
Entering Unmasked Estep 
Score: -30293588.000000 Penalty: 6142.024414
	Iteration 25Q: 3 clusters Score -3.029359e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 238161 members 
Entering Unmasked Estep 
Score: -30293588.000000 Penalty: 6142.024414
	Iteration 26Q: 3 clusters Score -3.029359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 238157 members 
Entering Unmasked Estep 
Score: -30293598.000000 Penalty: 6142.024414
	Iteration 27Q: 3 clusters Score -3.02936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 238159 members 
Entering Unmasked Estep 
Score: -30293608.000000 Penalty: 6142.024414
	Iteration 28Q: 3 clusters Score -3.029361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 238162 members 
Entering Unmasked Estep 
Score: -30293594.000000 Penalty: 6142.024414
	Iteration 29Q: 3 clusters Score -3.029359e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 238163 members 
Entering Unmasked Estep 
Score: -30293606.000000 Penalty: 6142.024414
	Iteration 30Q: 3 clusters Score -3.029361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 238165 members 
Entering Unmasked Estep 
Score: -30293620.000000 Penalty: 6142.024414
	Iteration 31Q: 3 clusters Score -3.029362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 238163 members 
Entering Unmasked Estep 
Score: -30293630.000000 Penalty: 6142.024414
	Iteration 32Q: 3 clusters Score -3.029363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 238160 members 
Entering Unmasked Estep 
Score: -30293620.000000 Penalty: 6142.024414
	Iteration 33Q: 3 clusters Score -3.029362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 238164 members 
Entering Unmasked Estep 
Score: -30293640.000000 Penalty: 6142.024414
	Iteration 34Q: 3 clusters Score -3.029364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 238163 members 
Entering Unmasked Estep 
Score: -30293658.000000 Penalty: 6142.024414
	Iteration 35Q: 3 clusters Score -3.029366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 238164 members 
Entering Unmasked Estep 
Score: -30293646.000000 Penalty: 6142.024414
	Iteration 36Q: 3 clusters Score -3.029365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 238162 members 
Entering Unmasked Estep 
Score: -30293654.000000 Penalty: 6142.024414
	Iteration 37Q: 3 clusters Score -3.029365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 238162 members 
Entering Unmasked Estep 
Score: -30293662.000000 Penalty: 6142.024414
	Iteration 38Q: 3 clusters Score -3.029366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 238162 members 
Entering Unmasked Estep 
Score: -30293662.000000 Penalty: 6142.024414
	Iteration 39F: 3 clusters Score -3.029366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Entering Unmasked Estep 
Score: -592619.875000 Penalty: 2092.285156
	Iteration 0F: 2 clusters Score -592619.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -588316.562500 Penalty: 4184.570312
	Iteration 0F: 3 clusters Score -588316.6 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -589258.812500 Penalty: 4184.570312
	Iteration 1F: 3 clusters Score -589258.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -589449.812500 Penalty: 4184.570312
	Iteration 2F: 3 clusters Score -589449.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -589576.875000 Penalty: 4184.570312
	Iteration 3Q: 3 clusters Score -589576.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -589654.062500 Penalty: 4184.570312
	Iteration 4Q: 3 clusters Score -589654.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -589711.125000 Penalty: 4184.570312
	Iteration 5Q: 3 clusters Score -589711.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -589763.875000 Penalty: 4184.570312
	Iteration 6Q: 3 clusters Score -589763.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -589812.125000 Penalty: 4184.570312
	Iteration 7Q: 3 clusters Score -589812.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -589849.750000 Penalty: 4184.570312
	Iteration 8Q: 3 clusters Score -589849.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -589879.875000 Penalty: 4184.570312
	Iteration 9Q: 3 clusters Score -589879.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -589908.250000 Penalty: 4184.570312
	Iteration 10Q: 3 clusters Score -589908.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -589929.562500 Penalty: 4184.570312
	Iteration 11Q: 3 clusters Score -589929.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -589953.500000 Penalty: 4184.570312
	Iteration 12Q: 3 clusters Score -589953.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -589973.812500 Penalty: 4184.570312
	Iteration 13Q: 3 clusters Score -589973.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -589995.687500 Penalty: 4184.570312
	Iteration 14Q: 3 clusters Score -589995.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -590018.562500 Penalty: 4184.570312
	Iteration 15Q: 3 clusters Score -590018.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -590037.250000 Penalty: 4184.570312
	Iteration 16Q: 3 clusters Score -590037.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -590058.125000 Penalty: 4184.570312
	Iteration 17Q: 3 clusters Score -590058.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -590079.937500 Penalty: 4184.570312
	Iteration 18Q: 3 clusters Score -590079.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -590098.062500 Penalty: 4184.570312
	Iteration 19Q: 3 clusters Score -590098.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -590115.812500 Penalty: 4184.570312
	Iteration 20F: 3 clusters Score -590115.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -590143.812500 Penalty: 4184.570312
	Iteration 21Q: 3 clusters Score -590143.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -590181.500000 Penalty: 4184.570312
	Iteration 22Q: 3 clusters Score -590181.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -590216.937500 Penalty: 4184.570312
	Iteration 23Q: 3 clusters Score -590216.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -590257.375000 Penalty: 4184.570312
	Iteration 24Q: 3 clusters Score -590257.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -590291.937500 Penalty: 4184.570312
	Iteration 25Q: 3 clusters Score -590291.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -590315.625000 Penalty: 4184.570312
	Iteration 26Q: 3 clusters Score -590315.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -590343.312500 Penalty: 4184.570312
	Iteration 27Q: 3 clusters Score -590343.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -590369.000000 Penalty: 4184.570312
	Iteration 28Q: 3 clusters Score -590369 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -590395.875000 Penalty: 4184.570312
	Iteration 29Q: 3 clusters Score -590395.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -590423.312500 Penalty: 4184.570312
	Iteration 30Q: 3 clusters Score -590423.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -590446.125000 Penalty: 4184.570312
	Iteration 31Q: 3 clusters Score -590446.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -590471.937500 Penalty: 4184.570312
	Iteration 32Q: 3 clusters Score -590471.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -590501.250000 Penalty: 4184.570312
	Iteration 33Q: 3 clusters Score -590501.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -590525.187500 Penalty: 4184.570312
	Iteration 34Q: 3 clusters Score -590525.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -590556.312500 Penalty: 4184.570312
	Iteration 35Q: 3 clusters Score -590556.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -590580.062500 Penalty: 4184.570312
	Iteration 36Q: 3 clusters Score -590580.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -590596.187500 Penalty: 4184.570312
	Iteration 37Q: 3 clusters Score -590596.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -590610.062500 Penalty: 4184.570312
	Iteration 38Q: 3 clusters Score -590610.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -590621.625000 Penalty: 4184.570312
	Iteration 39Q: 3 clusters Score -590621.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -590635.562500 Penalty: 4184.570312
	Iteration 40F: 3 clusters Score -590635.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -590642.812500 Penalty: 4184.570312
	Iteration 41Q: 3 clusters Score -590642.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -590648.187500 Penalty: 4184.570312
	Iteration 42Q: 3 clusters Score -590648.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -590657.250000 Penalty: 4184.570312
	Iteration 43Q: 3 clusters Score -590657.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -590662.375000 Penalty: 4184.570312
	Iteration 44Q: 3 clusters Score -590662.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -590667.812500 Penalty: 4184.570312
	Iteration 45Q: 3 clusters Score -590667.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -590675.375000 Penalty: 4184.570312
	Iteration 46Q: 3 clusters Score -590675.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -590680.250000 Penalty: 4184.570312
	Iteration 47Q: 3 clusters Score -590680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -590685.437500 Penalty: 4184.570312
	Iteration 48Q: 3 clusters Score -590685.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -590691.437500 Penalty: 4184.570312
	Iteration 49Q: 3 clusters Score -590691.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -590697.500000 Penalty: 4184.570312
	Iteration 50Q: 3 clusters Score -590697.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -590703.750000 Penalty: 4184.570312
	Iteration 51Q: 3 clusters Score -590703.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -590710.500000 Penalty: 4184.570312
	Iteration 52Q: 3 clusters Score -590710.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -590714.062500 Penalty: 4184.570312
	Iteration 53Q: 3 clusters Score -590714.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -590715.000000 Penalty: 4184.570312
	Iteration 54Q: 3 clusters Score -590715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -590717.312500 Penalty: 4184.570312
	Iteration 55Q: 3 clusters Score -590717.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -590720.750000 Penalty: 4184.570312
	Iteration 56Q: 3 clusters Score -590720.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -590722.437500 Penalty: 4184.570312
	Iteration 57Q: 3 clusters Score -590722.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -590724.562500 Penalty: 4184.570312
	Iteration 58Q: 3 clusters Score -590724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -590724.937500 Penalty: 4184.570312
	Iteration 59Q: 3 clusters Score -590724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -590725.812500 Penalty: 4184.570312
	Iteration 60F: 3 clusters Score -590725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -590729.125000 Penalty: 4184.570312
	Iteration 61Q: 3 clusters Score -590729.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -590729.687500 Penalty: 4184.570312
	Iteration 62Q: 3 clusters Score -590729.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -590729.687500 Penalty: 4184.570312
	Iteration 63F: 3 clusters Score -590729.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 3 contains 166232 members 
Mstep: Class 5 contains 9196 members 
Mstep: Class 6 contains 6027 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 9555 members 
Mstep: Class 10 contains 169923 members 
Mstep: Class 11 contains 151176 members 
Mstep: Class 12 contains 65275 members 
Mstep: Class 13 contains 80781 members 
Mstep: Class 14 contains 1688 members 
Mstep: Class 16 contains 198015 members 
Mstep: Class 17 contains 104969 members 
Mstep: Class 18 contains 238736 members 
Mstep: Class 19 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161235568.000000 Penalty: 62812.476562
Iteration 39Q: 19 clusters Score -1.612356e+08 nChanged 16607
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 4109 members 
Mstep: Class 3 contains 165933 members 
Mstep: Class 4 contains 4687 members 
Mstep: Class 5 contains 9137 members 
Mstep: Class 6 contains 6112 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 169379 members 
Mstep: Class 11 contains 150303 members 
Mstep: Class 12 contains 66940 members 
Mstep: Class 13 contains 80788 members 
Mstep: Class 14 contains 1686 members 
Mstep: Class 16 contains 196135 members 
Mstep: Class 17 contains 110080 members 
Mstep: Class 18 contains 233690 members 
Mstep: Class 19 contains 4766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161239056.000000 Penalty: 62812.476562
Iteration 40F: 19 clusters Score -1.612391e+08 nChanged 16709
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 78257 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 165464 members 
Mstep: Class 4 contains 4792 members 
Mstep: Class 5 contains 9128 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 9513 members 
Mstep: Class 10 contains 168469 members 
Mstep: Class 11 contains 148613 members 
Mstep: Class 12 contains 67937 members 
Mstep: Class 13 contains 80691 members 
Mstep: Class 14 contains 1671 members 
Mstep: Class 16 contains 193762 members 
Mstep: Class 17 contains 115350 members 
Mstep: Class 18 contains 229349 members 
Mstep: Class 19 contains 5062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161242256.000000 Penalty: 62812.476562
Iteration 41Q: 19 clusters Score -1.612423e+08 nChanged 16707
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 4132 members 
Mstep: Class 3 contains 165019 members 
Mstep: Class 4 contains 4953 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 6527 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 9508 members 
Mstep: Class 10 contains 167651 members 
Mstep: Class 11 contains 146889 members 
Mstep: Class 12 contains 68691 members 
Mstep: Class 13 contains 80605 members 
Mstep: Class 14 contains 1660 members 
Mstep: Class 16 contains 191602 members 
Mstep: Class 17 contains 120534 members 
Mstep: Class 18 contains 225164 members 
Mstep: Class 19 contains 5333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161242592.000000 Penalty: 62812.476562
Iteration 42Q: 19 clusters Score -1.612426e+08 nChanged 16422
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 4131 members 
Mstep: Class 3 contains 164588 members 
Mstep: Class 4 contains 5146 members 
Mstep: Class 5 contains 8917 members 
Mstep: Class 6 contains 6714 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1194 members 
Mstep: Class 9 contains 9500 members 
Mstep: Class 10 contains 166949 members 
Mstep: Class 11 contains 145386 members 
Mstep: Class 12 contains 69268 members 
Mstep: Class 13 contains 80536 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 189535 members 
Mstep: Class 17 contains 125699 members 
Mstep: Class 18 contains 221006 members 
Mstep: Class 19 contains 5574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161244992.000000 Penalty: 62812.476562
Iteration 43Q: 19 clusters Score -1.61245e+08 nChanged 16247
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 86449 members 
Mstep: Class 2 contains 4133 members 
Mstep: Class 3 contains 164133 members 
Mstep: Class 4 contains 5365 members 
Mstep: Class 5 contains 8758 members 
Mstep: Class 6 contains 6928 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1195 members 
Mstep: Class 9 contains 9513 members 
Mstep: Class 10 contains 166187 members 
Mstep: Class 11 contains 144099 members 
Mstep: Class 12 contains 69703 members 
Mstep: Class 13 contains 80476 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 187453 members 
Mstep: Class 17 contains 130809 members 
Mstep: Class 18 contains 216934 members 
Mstep: Class 19 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161246800.000000 Penalty: 62812.476562
Iteration 44Q: 19 clusters Score -1.612468e+08 nChanged 15875
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 4134 members 
Mstep: Class 3 contains 163659 members 
Mstep: Class 4 contains 5580 members 
Mstep: Class 5 contains 8586 members 
Mstep: Class 6 contains 7127 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1197 members 
Mstep: Class 9 contains 9519 members 
Mstep: Class 10 contains 165412 members 
Mstep: Class 11 contains 142918 members 
Mstep: Class 12 contains 70049 members 
Mstep: Class 13 contains 80388 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 185374 members 
Mstep: Class 17 contains 135998 members 
Mstep: Class 18 contains 212903 members 
Mstep: Class 19 contains 6134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161249008.000000 Penalty: 62812.476562
Iteration 45Q: 19 clusters Score -1.61249e+08 nChanged 15735
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 91467 members 
Mstep: Class 2 contains 4136 members 
Mstep: Class 3 contains 163258 members 
Mstep: Class 4 contains 5779 members 
Mstep: Class 5 contains 8435 members 
Mstep: Class 6 contains 7357 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1201 members 
Mstep: Class 9 contains 9506 members 
Mstep: Class 10 contains 164615 members 
Mstep: Class 11 contains 141830 members 
Mstep: Class 12 contains 70325 members 
Mstep: Class 13 contains 80360 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 183348 members 
Mstep: Class 17 contains 141055 members 
Mstep: Class 18 contains 208846 members 
Mstep: Class 19 contains 6466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161251536.000000 Penalty: 62812.476562
Iteration 46Q: 19 clusters Score -1.612515e+08 nChanged 15562
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 4139 members 
Mstep: Class 3 contains 162885 members 
Mstep: Class 4 contains 5986 members 
Mstep: Class 5 contains 8245 members 
Mstep: Class 6 contains 7601 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1212 members 
Mstep: Class 9 contains 9491 members 
Mstep: Class 10 contains 163828 members 
Mstep: Class 11 contains 140790 members 
Mstep: Class 12 contains 70539 members 
Mstep: Class 13 contains 80333 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 181403 members 
Mstep: Class 17 contains 146018 members 
Mstep: Class 18 contains 204822 members 
Mstep: Class 19 contains 6837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161253744.000000 Penalty: 62812.476562
Iteration 47Q: 19 clusters Score -1.612537e+08 nChanged 16020
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 96212 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 162524 members 
Mstep: Class 4 contains 6196 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 7811 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1220 members 
Mstep: Class 9 contains 9481 members 
Mstep: Class 10 contains 163021 members 
Mstep: Class 11 contains 139564 members 
Mstep: Class 12 contains 70675 members 
Mstep: Class 13 contains 80279 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 179413 members 
Mstep: Class 17 contains 151456 members 
Mstep: Class 18 contains 200742 members 
Mstep: Class 19 contains 7239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161256048.000000 Penalty: 62812.476562
Iteration 48Q: 19 clusters Score -1.61256e+08 nChanged 17775
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 98454 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 162034 members 
Mstep: Class 4 contains 6405 members 
Mstep: Class 5 contains 7699 members 
Mstep: Class 6 contains 8027 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1224 members 
Mstep: Class 9 contains 9478 members 
Mstep: Class 10 contains 162038 members 
Mstep: Class 11 contains 137879 members 
Mstep: Class 12 contains 70720 members 
Mstep: Class 13 contains 80195 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 177117 members 
Mstep: Class 17 contains 158095 members 
Mstep: Class 18 contains 196841 members 
Mstep: Class 19 contains 7640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161258080.000000 Penalty: 62812.476562
Iteration 49Q: 19 clusters Score -1.612581e+08 nChanged 20066
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 100530 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 161391 members 
Mstep: Class 4 contains 6603 members 
Mstep: Class 5 contains 7272 members 
Mstep: Class 6 contains 8214 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1229 members 
Mstep: Class 9 contains 9467 members 
Mstep: Class 10 contains 160832 members 
Mstep: Class 11 contains 135460 members 
Mstep: Class 12 contains 70708 members 
Mstep: Class 13 contains 80122 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 175021 members 
Mstep: Class 17 contains 166018 members 
Mstep: Class 18 contains 192928 members 
Mstep: Class 19 contains 8051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161260704.000000 Penalty: 62812.476562
Iteration 50Q: 19 clusters Score -1.612607e+08 nChanged 22535
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102502 members 
Mstep: Class 2 contains 4139 members 
Mstep: Class 3 contains 160771 members 
Mstep: Class 4 contains 6790 members 
Mstep: Class 5 contains 6778 members 
Mstep: Class 6 contains 8395 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1237 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 159494 members 
Mstep: Class 11 contains 132479 members 
Mstep: Class 12 contains 70633 members 
Mstep: Class 13 contains 80027 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 172877 members 
Mstep: Class 17 contains 174680 members 
Mstep: Class 18 contains 189289 members 
Mstep: Class 19 contains 8442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161261808.000000 Penalty: 62812.476562
Iteration 51Q: 19 clusters Score -1.612618e+08 nChanged 25800
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 104432 members 
Mstep: Class 2 contains 4140 members 
Mstep: Class 3 contains 160160 members 
Mstep: Class 4 contains 6945 members 
Mstep: Class 5 contains 6212 members 
Mstep: Class 6 contains 8570 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1242 members 
Mstep: Class 9 contains 9454 members 
Mstep: Class 10 contains 158103 members 
Mstep: Class 11 contains 129314 members 
Mstep: Class 12 contains 70527 members 
Mstep: Class 13 contains 79993 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 170504 members 
Mstep: Class 17 contains 183384 members 
Mstep: Class 18 contains 186137 members 
Mstep: Class 19 contains 8867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161262144.000000 Penalty: 62812.476562
Iteration 52Q: 19 clusters Score -1.612621e+08 nChanged 25885
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 106408 members 
Mstep: Class 2 contains 4141 members 
Mstep: Class 3 contains 159744 members 
Mstep: Class 4 contains 7079 members 
Mstep: Class 5 contains 5690 members 
Mstep: Class 6 contains 8780 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1241 members 
Mstep: Class 9 contains 9460 members 
Mstep: Class 10 contains 157398 members 
Mstep: Class 11 contains 126865 members 
Mstep: Class 12 contains 70393 members 
Mstep: Class 13 contains 80018 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 168554 members 
Mstep: Class 17 contains 189000 members 
Mstep: Class 18 contains 183945 members 
Mstep: Class 19 contains 9268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161262672.000000 Penalty: 62812.476562
Iteration 53Q: 19 clusters Score -1.612627e+08 nChanged 23169
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 108586 members 
Mstep: Class 2 contains 4143 members 
Mstep: Class 3 contains 159578 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 5302 members 
Mstep: Class 6 contains 9012 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1241 members 
Mstep: Class 9 contains 9481 members 
Mstep: Class 10 contains 157594 members 
Mstep: Class 11 contains 125328 members 
Mstep: Class 12 contains 70258 members 
Mstep: Class 13 contains 80077 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 167807 members 
Mstep: Class 17 contains 190355 members 
Mstep: Class 18 contains 182370 members 
Mstep: Class 19 contains 9648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161262528.000000 Penalty: 62812.476562
Iteration 54Q: 19 clusters Score -1.612625e+08 nChanged 19430
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 110919 members 
Mstep: Class 2 contains 4143 members 
Mstep: Class 3 contains 159728 members 
Mstep: Class 4 contains 7303 members 
Mstep: Class 5 contains 5014 members 
Mstep: Class 6 contains 9277 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1243 members 
Mstep: Class 9 contains 9503 members 
Mstep: Class 10 contains 158471 members 
Mstep: Class 11 contains 124305 members 
Mstep: Class 12 contains 70196 members 
Mstep: Class 13 contains 80130 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 167886 members 
Mstep: Class 17 contains 188682 members 
Mstep: Class 18 contains 181187 members 
Mstep: Class 19 contains 9997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161263408.000000 Penalty: 62812.476562
Iteration 55Q: 19 clusters Score -1.612634e+08 nChanged 16460
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 113367 members 
Mstep: Class 2 contains 4142 members 
Mstep: Class 3 contains 159983 members 
Mstep: Class 4 contains 7394 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 9577 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1243 members 
Mstep: Class 9 contains 9501 members 
Mstep: Class 10 contains 159597 members 
Mstep: Class 11 contains 123795 members 
Mstep: Class 12 contains 70156 members 
Mstep: Class 13 contains 80208 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 168370 members 
Mstep: Class 17 contains 185313 members 
Mstep: Class 18 contains 180247 members 
Mstep: Class 19 contains 10316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161265104.000000 Penalty: 62812.476562
Iteration 56Q: 19 clusters Score -1.612651e+08 nChanged 14773
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 116016 members 
Mstep: Class 2 contains 4141 members 
Mstep: Class 3 contains 160278 members 
Mstep: Class 4 contains 7482 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 9878 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1244 members 
Mstep: Class 9 contains 9485 members 
Mstep: Class 10 contains 160660 members 
Mstep: Class 11 contains 123425 members 
Mstep: Class 12 contains 70144 members 
Mstep: Class 13 contains 80241 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 169110 members 
Mstep: Class 17 contains 181361 members 
Mstep: Class 18 contains 179269 members 
Mstep: Class 19 contains 10627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161267008.000000 Penalty: 62812.476562
Iteration 57Q: 19 clusters Score -1.61267e+08 nChanged 13520
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 118792 members 
Mstep: Class 2 contains 4141 members 
Mstep: Class 3 contains 160590 members 
Mstep: Class 4 contains 7580 members 
Mstep: Class 5 contains 4506 members 
Mstep: Class 6 contains 10189 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1247 members 
Mstep: Class 9 contains 9483 members 
Mstep: Class 10 contains 161506 members 
Mstep: Class 11 contains 123127 members 
Mstep: Class 12 contains 70121 members 
Mstep: Class 13 contains 80217 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 169835 members 
Mstep: Class 17 contains 177414 members 
Mstep: Class 18 contains 178322 members 
Mstep: Class 19 contains 10914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161268800.000000 Penalty: 62812.476562
Iteration 58Q: 19 clusters Score -1.612688e+08 nChanged 12714
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 121746 members 
Mstep: Class 2 contains 4143 members 
Mstep: Class 3 contains 160888 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 10475 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1242 members 
Mstep: Class 9 contains 9478 members 
Mstep: Class 10 contains 162184 members 
Mstep: Class 11 contains 122784 members 
Mstep: Class 12 contains 70120 members 
Mstep: Class 13 contains 80217 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 170414 members 
Mstep: Class 17 contains 173769 members 
Mstep: Class 18 contains 177295 members 
Mstep: Class 19 contains 11153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161271008.000000 Penalty: 62812.476562
Iteration 59Q: 19 clusters Score -1.61271e+08 nChanged 11925
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 124755 members 
Mstep: Class 2 contains 4144 members 
Mstep: Class 3 contains 161115 members 
Mstep: Class 4 contains 7732 members 
Mstep: Class 5 contains 4350 members 
Mstep: Class 6 contains 10750 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1241 members 
Mstep: Class 9 contains 9465 members 
Mstep: Class 10 contains 162627 members 
Mstep: Class 11 contains 122322 members 
Mstep: Class 12 contains 70099 members 
Mstep: Class 13 contains 80173 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 16 contains 170847 members 
Mstep: Class 17 contains 170666 members 
Mstep: Class 18 contains 176351 members 
Mstep: Class 19 contains 11347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161274768.000000 Penalty: 62812.476562
Iteration 60F: 19 clusters Score -1.612748e+08 nChanged 13661
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 127696 members 
Mstep: Class 2 contains 4141 members 
Mstep: Class 3 contains 161089 members 
Mstep: Class 4 contains 7794 members 
Mstep: Class 5 contains 4306 members 
Mstep: Class 6 contains 11120 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1242 members 
Mstep: Class 9 contains 9428 members 
Mstep: Class 10 contains 162419 members 
Mstep: Class 11 contains 121169 members 
Mstep: Class 12 contains 70063 members 
Mstep: Class 13 contains 80133 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 170322 members 
Mstep: Class 17 contains 170458 members 
Mstep: Class 18 contains 174833 members 
Mstep: Class 19 contains 11773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161275504.000000 Penalty: 62812.476562
Iteration 61Q: 19 clusters Score -1.612755e+08 nChanged 12548
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 130658 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 161081 members 
Mstep: Class 4 contains 7856 members 
Mstep: Class 5 contains 4305 members 
Mstep: Class 6 contains 11436 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1237 members 
Mstep: Class 9 contains 9411 members 
Mstep: Class 10 contains 162430 members 
Mstep: Class 11 contains 120221 members 
Mstep: Class 12 contains 70017 members 
Mstep: Class 13 contains 80079 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 169948 members 
Mstep: Class 17 contains 169394 members 
Mstep: Class 18 contains 173625 members 
Mstep: Class 19 contains 12150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161277424.000000 Penalty: 62812.476562
Iteration 62Q: 19 clusters Score -1.612774e+08 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 133736 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 161117 members 
Mstep: Class 4 contains 7917 members 
Mstep: Class 5 contains 4269 members 
Mstep: Class 6 contains 11688 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1232 members 
Mstep: Class 9 contains 9392 members 
Mstep: Class 10 contains 162510 members 
Mstep: Class 11 contains 119292 members 
Mstep: Class 12 contains 69983 members 
Mstep: Class 13 contains 80032 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 169465 members 
Mstep: Class 17 contains 168056 members 
Mstep: Class 18 contains 172632 members 
Mstep: Class 19 contains 12527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161278448.000000 Penalty: 62812.476562
Iteration 63Q: 19 clusters Score -1.612784e+08 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136885 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 161094 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4198 members 
Mstep: Class 6 contains 11964 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1230 members 
Mstep: Class 9 contains 9378 members 
Mstep: Class 10 contains 162600 members 
Mstep: Class 11 contains 118403 members 
Mstep: Class 12 contains 69942 members 
Mstep: Class 13 contains 80002 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 168966 members 
Mstep: Class 17 contains 166667 members 
Mstep: Class 18 contains 171662 members 
Mstep: Class 19 contains 12884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161280128.000000 Penalty: 62812.476562
Iteration 64Q: 19 clusters Score -1.612801e+08 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 140158 members 
Mstep: Class 2 contains 4139 members 
Mstep: Class 3 contains 161012 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 12198 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1227 members 
Mstep: Class 9 contains 9367 members 
Mstep: Class 10 contains 162606 members 
Mstep: Class 11 contains 117558 members 
Mstep: Class 12 contains 69903 members 
Mstep: Class 13 contains 79973 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 168472 members 
Mstep: Class 17 contains 165318 members 
Mstep: Class 18 contains 170638 members 
Mstep: Class 19 contains 13243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161281152.000000 Penalty: 62812.476562
Iteration 65Q: 19 clusters Score -1.612812e+08 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143552 members 
Mstep: Class 2 contains 4140 members 
Mstep: Class 3 contains 160965 members 
Mstep: Class 4 contains 8067 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 6 contains 12431 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1223 members 
Mstep: Class 9 contains 9367 members 
Mstep: Class 10 contains 162545 members 
Mstep: Class 11 contains 116719 members 
Mstep: Class 12 contains 69841 members 
Mstep: Class 13 contains 79925 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 167941 members 
Mstep: Class 17 contains 163932 members 
Mstep: Class 18 contains 169609 members 
Mstep: Class 19 contains 13593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161282160.000000 Penalty: 62812.476562
Iteration 66Q: 19 clusters Score -1.612822e+08 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147107 members 
Mstep: Class 2 contains 4143 members 
Mstep: Class 3 contains 160819 members 
Mstep: Class 4 contains 8115 members 
Mstep: Class 5 contains 4115 members 
Mstep: Class 6 contains 12641 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1223 members 
Mstep: Class 9 contains 9345 members 
Mstep: Class 10 contains 162357 members 
Mstep: Class 11 contains 115894 members 
Mstep: Class 12 contains 69784 members 
Mstep: Class 13 contains 79868 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 167480 members 
Mstep: Class 17 contains 162669 members 
Mstep: Class 18 contains 168465 members 
Mstep: Class 19 contains 13961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161283488.000000 Penalty: 62812.476562
Iteration 67Q: 19 clusters Score -1.612835e+08 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 150972 members 
Mstep: Class 2 contains 4145 members 
Mstep: Class 3 contains 160589 members 
Mstep: Class 4 contains 8145 members 
Mstep: Class 5 contains 4102 members 
Mstep: Class 6 contains 12832 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1223 members 
Mstep: Class 9 contains 9314 members 
Mstep: Class 10 contains 161980 members 
Mstep: Class 11 contains 115006 members 
Mstep: Class 12 contains 69701 members 
Mstep: Class 13 contains 79796 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 167116 members 
Mstep: Class 17 contains 161488 members 
Mstep: Class 18 contains 167214 members 
Mstep: Class 19 contains 14363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161284720.000000 Penalty: 62812.476562
Iteration 68Q: 19 clusters Score -1.612847e+08 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 154955 members 
Mstep: Class 2 contains 4147 members 
Mstep: Class 3 contains 160310 members 
Mstep: Class 4 contains 8168 members 
Mstep: Class 5 contains 4071 members 
Mstep: Class 6 contains 12987 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1220 members 
Mstep: Class 9 contains 9314 members 
Mstep: Class 10 contains 161466 members 
Mstep: Class 11 contains 114098 members 
Mstep: Class 12 contains 69627 members 
Mstep: Class 13 contains 79720 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 166908 members 
Mstep: Class 17 contains 160387 members 
Mstep: Class 18 contains 165855 members 
Mstep: Class 19 contains 14753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161286080.000000 Penalty: 62812.476562
Iteration 69Q: 19 clusters Score -1.612861e+08 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 158574 members 
Mstep: Class 2 contains 4146 members 
Mstep: Class 3 contains 160053 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 13133 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 9294 members 
Mstep: Class 10 contains 161105 members 
Mstep: Class 11 contains 113235 members 
Mstep: Class 12 contains 69574 members 
Mstep: Class 13 contains 79663 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 166748 members 
Mstep: Class 17 contains 159417 members 
Mstep: Class 18 contains 164466 members 
Mstep: Class 19 contains 15124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161287376.000000 Penalty: 62812.476562
Iteration 70Q: 19 clusters Score -1.612874e+08 nChanged 12727
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 161320 members 
Mstep: Class 2 contains 4145 members 
Mstep: Class 3 contains 159849 members 
Mstep: Class 4 contains 8197 members 
Mstep: Class 5 contains 4049 members 
Mstep: Class 6 contains 13270 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 160858 members 
Mstep: Class 11 contains 112404 members 
Mstep: Class 12 contains 69495 members 
Mstep: Class 13 contains 79621 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 166747 members 
Mstep: Class 17 contains 158704 members 
Mstep: Class 18 contains 163362 members 
Mstep: Class 19 contains 15469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161288016.000000 Penalty: 62812.476562
Iteration 71Q: 19 clusters Score -1.61288e+08 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 162939 members 
Mstep: Class 2 contains 4146 members 
Mstep: Class 3 contains 159766 members 
Mstep: Class 4 contains 8207 members 
Mstep: Class 5 contains 4062 members 
Mstep: Class 6 contains 13409 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 9272 members 
Mstep: Class 10 contains 160801 members 
Mstep: Class 11 contains 111643 members 
Mstep: Class 12 contains 69392 members 
Mstep: Class 13 contains 79588 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 166699 members 
Mstep: Class 17 contains 158277 members 
Mstep: Class 18 contains 162724 members 
Mstep: Class 19 contains 15845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161288336.000000 Penalty: 62812.476562
Iteration 72Q: 19 clusters Score -1.612883e+08 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 163359 members 
Mstep: Class 2 contains 4148 members 
Mstep: Class 3 contains 159821 members 
Mstep: Class 4 contains 8215 members 
Mstep: Class 5 contains 4083 members 
Mstep: Class 6 contains 13598 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 9262 members 
Mstep: Class 10 contains 160974 members 
Mstep: Class 11 contains 110970 members 
Mstep: Class 12 contains 69309 members 
Mstep: Class 13 contains 79594 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 166604 members 
Mstep: Class 17 contains 158165 members 
Mstep: Class 18 contains 162447 members 
Mstep: Class 19 contains 16222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161288880.000000 Penalty: 62812.476562
Iteration 73Q: 19 clusters Score -1.612889e+08 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 162788 members 
Mstep: Class 2 contains 4148 members 
Mstep: Class 3 contains 159912 members 
Mstep: Class 4 contains 8220 members 
Mstep: Class 5 contains 4129 members 
Mstep: Class 6 contains 13839 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1218 members 
Mstep: Class 9 contains 9266 members 
Mstep: Class 10 contains 161414 members 
Mstep: Class 11 contains 110417 members 
Mstep: Class 12 contains 69239 members 
Mstep: Class 13 contains 79655 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 166464 members 
Mstep: Class 17 contains 158291 members 
Mstep: Class 18 contains 162393 members 
Mstep: Class 19 contains 16593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161289616.000000 Penalty: 62812.476562
Iteration 74Q: 19 clusters Score -1.612896e+08 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 161571 members 
Mstep: Class 2 contains 4149 members 
Mstep: Class 3 contains 160090 members 
Mstep: Class 4 contains 8228 members 
Mstep: Class 5 contains 4178 members 
Mstep: Class 6 contains 14048 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1217 members 
Mstep: Class 9 contains 9265 members 
Mstep: Class 10 contains 161956 members 
Mstep: Class 11 contains 109960 members 
Mstep: Class 12 contains 69186 members 
Mstep: Class 13 contains 79705 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 166277 members 
Mstep: Class 17 contains 158699 members 
Mstep: Class 18 contains 162488 members 
Mstep: Class 19 contains 16969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161290240.000000 Penalty: 62812.476562
Iteration 75Q: 19 clusters Score -1.612902e+08 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 159913 members 
Mstep: Class 2 contains 4149 members 
Mstep: Class 3 contains 160265 members 
Mstep: Class 4 contains 8233 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 14275 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 9270 members 
Mstep: Class 10 contains 162525 members 
Mstep: Class 11 contains 109603 members 
Mstep: Class 12 contains 69177 members 
Mstep: Class 13 contains 79756 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 166212 members 
Mstep: Class 17 contains 159147 members 
Mstep: Class 18 contains 162675 members 
Mstep: Class 19 contains 17325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161290576.000000 Penalty: 62812.476562
Iteration 76Q: 19 clusters Score -1.612906e+08 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 158387 members 
Mstep: Class 2 contains 4150 members 
Mstep: Class 3 contains 160483 members 
Mstep: Class 4 contains 8239 members 
Mstep: Class 5 contains 4322 members 
Mstep: Class 6 contains 14491 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 9269 members 
Mstep: Class 10 contains 163066 members 
Mstep: Class 11 contains 109230 members 
Mstep: Class 12 contains 69197 members 
Mstep: Class 13 contains 79795 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 166060 members 
Mstep: Class 17 contains 159562 members 
Mstep: Class 18 contains 162904 members 
Mstep: Class 19 contains 17615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161291312.000000 Penalty: 62812.476562
Iteration 77Q: 19 clusters Score -1.612913e+08 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 157057 members 
Mstep: Class 2 contains 4147 members 
Mstep: Class 3 contains 160622 members 
Mstep: Class 4 contains 8242 members 
Mstep: Class 5 contains 4408 members 
Mstep: Class 6 contains 14718 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 9262 members 
Mstep: Class 10 contains 163564 members 
Mstep: Class 11 contains 108886 members 
Mstep: Class 12 contains 69226 members 
Mstep: Class 13 contains 79799 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 16 contains 165863 members 
Mstep: Class 17 contains 159950 members 
Mstep: Class 18 contains 163133 members 
Mstep: Class 19 contains 17893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161291728.000000 Penalty: 62812.476562
Iteration 78Q: 19 clusters Score -1.612917e+08 nChanged 5581
Entering ConstructFrom: 
Score: -161291728.000000 Penalty: 62812.476562
Entering ConstructFrom: 
Trying to split cluster 1 (155816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155816 members 
Entering Unmasked Estep 
Score: -19820270.000000 Penalty: 2965.195068
	Iteration 0F: 2 clusters Score -1.982027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77912 members 
Mstep: Class 2 contains 77904 members 
Entering Unmasked Estep 
Score: -19719820.000000 Penalty: 5930.390137
	Iteration 0F: 3 clusters Score -1.971982e+07 nChanged 74489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76389 members 
Mstep: Class 2 contains 79427 members 
Entering Unmasked Estep 
Score: -19762932.000000 Penalty: 5930.390137
	Iteration 1F: 3 clusters Score -1.976293e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75153 members 
Mstep: Class 2 contains 80663 members 
Entering Unmasked Estep 
Score: -19763998.000000 Penalty: 5930.390137
	Iteration 2Q: 3 clusters Score -1.9764e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 82609 members 
Entering Unmasked Estep 
Score: -19765450.000000 Penalty: 5930.390137
	Iteration 3Q: 3 clusters Score -1.976545e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
Score: -19767794.000000 Penalty: 5930.390137
	Iteration 4Q: 3 clusters Score -1.976779e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65984 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -19771652.000000 Penalty: 5930.390137
	Iteration 5Q: 3 clusters Score -1.977165e+07 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 95818 members 
Entering Unmasked Estep 
Score: -19777380.000000 Penalty: 5930.390137
	Iteration 6F: 3 clusters Score -1.977738e+07 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 103459 members 
Entering Unmasked Estep 
Score: -19785520.000000 Penalty: 5930.390137
	Iteration 7F: 3 clusters Score -1.978552e+07 nChanged 11779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 112004 members 
Entering Unmasked Estep 
Score: -19795346.000000 Penalty: 5930.390137
	Iteration 8F: 3 clusters Score -1.979535e+07 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 119355 members 
Entering Unmasked Estep 
Score: -19804244.000000 Penalty: 5930.390137
	Iteration 9F: 3 clusters Score -1.980424e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 124358 members 
Entering Unmasked Estep 
Score: -19810252.000000 Penalty: 5930.390137
	Iteration 10Q: 3 clusters Score -1.981025e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 127593 members 
Entering Unmasked Estep 
Score: -19812824.000000 Penalty: 5930.390137
	Iteration 11Q: 3 clusters Score -1.981282e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 130122 members 
Entering Unmasked Estep 
Score: -19814168.000000 Penalty: 5930.390137
	Iteration 12Q: 3 clusters Score -1.981417e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 132368 members 
Entering Unmasked Estep 
Score: -19815066.000000 Penalty: 5930.390137
	Iteration 13Q: 3 clusters Score -1.981507e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 134491 members 
Entering Unmasked Estep 
Score: -19815848.000000 Penalty: 5930.390137
	Iteration 14Q: 3 clusters Score -1.981585e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 136517 members 
Entering Unmasked Estep 
Score: -19816618.000000 Penalty: 5930.390137
	Iteration 15Q: 3 clusters Score -1.981662e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 138418 members 
Entering Unmasked Estep 
Score: -19817246.000000 Penalty: 5930.390137
	Iteration 16Q: 3 clusters Score -1.981725e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 140139 members 
Entering Unmasked Estep 
Score: -19817830.000000 Penalty: 5930.390137
	Iteration 17Q: 3 clusters Score -1.981783e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 141731 members 
Entering Unmasked Estep 
Score: -19818296.000000 Penalty: 5930.390137
	Iteration 18Q: 3 clusters Score -1.98183e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 143117 members 
Entering Unmasked Estep 
Score: -19818588.000000 Penalty: 5930.390137
	Iteration 19Q: 3 clusters Score -1.981859e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 144343 members 
Entering Unmasked Estep 
Score: -19818774.000000 Penalty: 5930.390137
	Iteration 20F: 3 clusters Score -1.981877e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 145492 members 
Entering Unmasked Estep 
Score: -19818944.000000 Penalty: 5930.390137
	Iteration 21Q: 3 clusters Score -1.981894e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 146463 members 
Entering Unmasked Estep 
Score: -19819054.000000 Penalty: 5930.390137
	Iteration 22Q: 3 clusters Score -1.981905e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 147351 members 
Entering Unmasked Estep 
Score: -19819244.000000 Penalty: 5930.390137
	Iteration 23Q: 3 clusters Score -1.981924e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 148155 members 
Entering Unmasked Estep 
Score: -19819340.000000 Penalty: 5930.390137
	Iteration 24Q: 3 clusters Score -1.981934e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 148840 members 
Entering Unmasked Estep 
Score: -19819472.000000 Penalty: 5930.390137
	Iteration 25Q: 3 clusters Score -1.981947e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 149434 members 
Entering Unmasked Estep 
Score: -19819422.000000 Penalty: 5930.390137
	Iteration 26Q: 3 clusters Score -1.981942e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 149961 members 
Entering Unmasked Estep 
Score: -19819472.000000 Penalty: 5930.390137
	Iteration 27Q: 3 clusters Score -1.981947e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 150400 members 
Entering Unmasked Estep 
Score: -19819452.000000 Penalty: 5930.390137
	Iteration 28Q: 3 clusters Score -1.981945e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 150789 members 
Entering Unmasked Estep 
Score: -19819426.000000 Penalty: 5930.390137
	Iteration 29Q: 3 clusters Score -1.981943e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 151138 members 
Entering Unmasked Estep 
Score: -19819456.000000 Penalty: 5930.390137
	Iteration 30Q: 3 clusters Score -1.981946e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 151408 members 
Entering Unmasked Estep 
Score: -19819452.000000 Penalty: 5930.390137
	Iteration 31Q: 3 clusters Score -1.981945e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 151617 members 
Entering Unmasked Estep 
Score: -19819380.000000 Penalty: 5930.390137
	Iteration 32Q: 3 clusters Score -1.981938e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 151782 members 
Entering Unmasked Estep 
Score: -19819392.000000 Penalty: 5930.390137
	Iteration 33Q: 3 clusters Score -1.981939e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 151926 members 
Entering Unmasked Estep 
Score: -19819360.000000 Penalty: 5930.390137
	Iteration 34Q: 3 clusters Score -1.981936e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 152052 members 
Entering Unmasked Estep 
Score: -19819356.000000 Penalty: 5930.390137
	Iteration 35Q: 3 clusters Score -1.981936e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 152166 members 
Entering Unmasked Estep 
Score: -19819348.000000 Penalty: 5930.390137
	Iteration 36Q: 3 clusters Score -1.981935e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 152256 members 
Entering Unmasked Estep 
Score: -19819344.000000 Penalty: 5930.390137
	Iteration 37Q: 3 clusters Score -1.981934e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 152336 members 
Entering Unmasked Estep 
Score: -19819298.000000 Penalty: 5930.390137
	Iteration 38Q: 3 clusters Score -1.98193e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 152406 members 
Entering Unmasked Estep 
Score: -19819332.000000 Penalty: 5930.390137
	Iteration 39Q: 3 clusters Score -1.981933e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 152482 members 
Entering Unmasked Estep 
Score: -19819324.000000 Penalty: 5930.390137
	Iteration 40F: 3 clusters Score -1.981932e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 152549 members 
Entering Unmasked Estep 
Score: -19819318.000000 Penalty: 5930.390137
	Iteration 41Q: 3 clusters Score -1.981932e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 152597 members 
Entering Unmasked Estep 
Score: -19819300.000000 Penalty: 5930.390137
	Iteration 42Q: 3 clusters Score -1.98193e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 152641 members 
Entering Unmasked Estep 
Score: -19819330.000000 Penalty: 5930.390137
	Iteration 43Q: 3 clusters Score -1.981933e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 152676 members 
Entering Unmasked Estep 
Score: -19819336.000000 Penalty: 5930.390137
	Iteration 44Q: 3 clusters Score -1.981934e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 152715 members 
Entering Unmasked Estep 
Score: -19819328.000000 Penalty: 5930.390137
	Iteration 45Q: 3 clusters Score -1.981933e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 152748 members 
Entering Unmasked Estep 
Score: -19819342.000000 Penalty: 5930.390137
	Iteration 46Q: 3 clusters Score -1.981934e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 152785 members 
Entering Unmasked Estep 
Score: -19819322.000000 Penalty: 5930.390137
	Iteration 47Q: 3 clusters Score -1.981932e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 152824 members 
Entering Unmasked Estep 
Score: -19819316.000000 Penalty: 5930.390137
	Iteration 48Q: 3 clusters Score -1.981932e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 152862 members 
Entering Unmasked Estep 
Score: -19819330.000000 Penalty: 5930.390137
	Iteration 49Q: 3 clusters Score -1.981933e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 152897 members 
Entering Unmasked Estep 
Score: -19819304.000000 Penalty: 5930.390137
	Iteration 50Q: 3 clusters Score -1.98193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 152914 members 
Entering Unmasked Estep 
Score: -19819312.000000 Penalty: 5930.390137
	Iteration 51Q: 3 clusters Score -1.981931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 152931 members 
Entering Unmasked Estep 
Score: -19819328.000000 Penalty: 5930.390137
	Iteration 52Q: 3 clusters Score -1.981933e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 152954 members 
Entering Unmasked Estep 
Score: -19819326.000000 Penalty: 5930.390137
	Iteration 53Q: 3 clusters Score -1.981933e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 152975 members 
Entering Unmasked Estep 
Score: -19819316.000000 Penalty: 5930.390137
	Iteration 54Q: 3 clusters Score -1.981932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 152985 members 
Entering Unmasked Estep 
Score: -19819292.000000 Penalty: 5930.390137
	Iteration 55Q: 3 clusters Score -1.981929e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 152998 members 
Entering Unmasked Estep 
Score: -19819300.000000 Penalty: 5930.390137
	Iteration 56Q: 3 clusters Score -1.98193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 153007 members 
Entering Unmasked Estep 
Score: -19819298.000000 Penalty: 5930.390137
	Iteration 57Q: 3 clusters Score -1.98193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 153012 members 
Entering Unmasked Estep 
Score: -19819314.000000 Penalty: 5930.390137
	Iteration 58Q: 3 clusters Score -1.981931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 153020 members 
Entering Unmasked Estep 
Score: -19819324.000000 Penalty: 5930.390137
	Iteration 59Q: 3 clusters Score -1.981932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 153030 members 
Entering Unmasked Estep 
Score: -19819306.000000 Penalty: 5930.390137
	Iteration 60F: 3 clusters Score -1.981931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 153039 members 
Entering Unmasked Estep 
Score: -19819294.000000 Penalty: 5930.390137
	Iteration 61Q: 3 clusters Score -1.981929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 153041 members 
Entering Unmasked Estep 
Score: -19819296.000000 Penalty: 5930.390137
	Iteration 62Q: 3 clusters Score -1.98193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 153042 members 
Entering Unmasked Estep 
Score: -19819288.000000 Penalty: 5930.390137
	Iteration 63Q: 3 clusters Score -1.981929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 153043 members 
Entering Unmasked Estep 
Score: -19819286.000000 Penalty: 5930.390137
	Iteration 64Q: 3 clusters Score -1.981929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 153044 members 
Entering Unmasked Estep 
Score: -19819294.000000 Penalty: 5930.390137
	Iteration 65Q: 3 clusters Score -1.981929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 153047 members 
Entering Unmasked Estep 
Score: -19819304.000000 Penalty: 5930.390137
	Iteration 66Q: 3 clusters Score -1.98193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 153049 members 
Entering Unmasked Estep 
Score: -19819294.000000 Penalty: 5930.390137
	Iteration 67Q: 3 clusters Score -1.981929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 153049 members 
Entering Unmasked Estep 
Score: -19819294.000000 Penalty: 5930.390137
	Iteration 68F: 3 clusters Score -1.981929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Entering Unmasked Estep 
Score: -512783.187500 Penalty: 2065.814941
	Iteration 0F: 2 clusters Score -512783.2 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 2075 members 
Entering Unmasked Estep 
Score: -508811.062500 Penalty: 4131.629883
	Iteration 0F: 3 clusters Score -508811.1 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -509944.250000 Penalty: 4131.629883
	Iteration 1F: 3 clusters Score -509944.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -510366.750000 Penalty: 4131.629883
	Iteration 2F: 3 clusters Score -510366.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -510668.625000 Penalty: 4131.629883
	Iteration 3F: 3 clusters Score -510668.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -510888.093750 Penalty: 4131.629883
	Iteration 4F: 3 clusters Score -510888.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -511125.375000 Penalty: 4131.629883
	Iteration 5F: 3 clusters Score -511125.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -511403.593750 Penalty: 4131.629883
	Iteration 6F: 3 clusters Score -511403.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -511691.562500 Penalty: 4131.629883
	Iteration 7Q: 3 clusters Score -511691.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -512031.625000 Penalty: 4131.629883
	Iteration 8Q: 3 clusters Score -512031.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -512307.875000 Penalty: 4131.629883
	Iteration 9Q: 3 clusters Score -512307.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -512541.656250 Penalty: 4131.629883
	Iteration 10Q: 3 clusters Score -512541.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -512721.500000 Penalty: 4131.629883
	Iteration 11Q: 3 clusters Score -512721.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -512872.312500 Penalty: 4131.629883
	Iteration 12Q: 3 clusters Score -512872.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -512981.312500 Penalty: 4131.629883
	Iteration 13Q: 3 clusters Score -512981.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -513059.968750 Penalty: 4131.629883
	Iteration 14Q: 3 clusters Score -513060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -513109.156250 Penalty: 4131.629883
	Iteration 15Q: 3 clusters Score -513109.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -513152.687500 Penalty: 4131.629883
	Iteration 16Q: 3 clusters Score -513152.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -513181.812500 Penalty: 4131.629883
	Iteration 17Q: 3 clusters Score -513181.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -513207.281250 Penalty: 4131.629883
	Iteration 18Q: 3 clusters Score -513207.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -513228.156250 Penalty: 4131.629883
	Iteration 19Q: 3 clusters Score -513228.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -513244.093750 Penalty: 4131.629883
	Iteration 20F: 3 clusters Score -513244.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -513262.187500 Penalty: 4131.629883
	Iteration 21Q: 3 clusters Score -513262.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -513278.687500 Penalty: 4131.629883
	Iteration 22Q: 3 clusters Score -513278.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -513290.937500 Penalty: 4131.629883
	Iteration 23Q: 3 clusters Score -513290.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -513299.593750 Penalty: 4131.629883
	Iteration 24Q: 3 clusters Score -513299.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -513308.343750 Penalty: 4131.629883
	Iteration 25Q: 3 clusters Score -513308.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -513310.718750 Penalty: 4131.629883
	Iteration 26Q: 3 clusters Score -513310.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -513316.531250 Penalty: 4131.629883
	Iteration 27Q: 3 clusters Score -513316.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -513320.031250 Penalty: 4131.629883
	Iteration 28Q: 3 clusters Score -513320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -513324.937500 Penalty: 4131.629883
	Iteration 29Q: 3 clusters Score -513324.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -513329.125000 Penalty: 4131.629883
	Iteration 30Q: 3 clusters Score -513329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -513330.156250 Penalty: 4131.629883
	Iteration 31Q: 3 clusters Score -513330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -513332.750000 Penalty: 4131.629883
	Iteration 32Q: 3 clusters Score -513332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -513334.062500 Penalty: 4131.629883
	Iteration 33Q: 3 clusters Score -513334.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -513336.500000 Penalty: 4131.629883
	Iteration 34Q: 3 clusters Score -513336.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -513337.968750 Penalty: 4131.629883
	Iteration 35Q: 3 clusters Score -513338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -513337.468750 Penalty: 4131.629883
	Iteration 36Q: 3 clusters Score -513337.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -513337.468750 Penalty: 4131.629883
	Iteration 37F: 3 clusters Score -513337.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 155816 members 
Mstep: Class 2 contains 2281 members 
Mstep: Class 3 contains 160747 members 
Mstep: Class 4 contains 8249 members 
Mstep: Class 5 contains 4486 members 
Mstep: Class 6 contains 14949 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 1218 members 
Mstep: Class 9 contains 9251 members 
Mstep: Class 10 contains 163861 members 
Mstep: Class 11 contains 108615 members 
Mstep: Class 12 contains 69264 members 
Mstep: Class 13 contains 79819 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 15 contains 1865 members 
Mstep: Class 16 contains 165741 members 
Mstep: Class 17 contains 160247 members 
Mstep: Class 18 contains 163368 members 
Mstep: Class 19 contains 18209 members 
Entering Unmasked Estep 
Score: -161290592.000000 Penalty: 66302.054688
Splitting cluster 2 changes total score from -161291728.000000 to -161290592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (160747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160747 members 
Entering Unmasked Estep 
Score: -20700464.000000 Penalty: 2972.921631
	Iteration 0F: 2 clusters Score -2.070046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80741 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -20601624.000000 Penalty: 5945.843262
	Iteration 0F: 3 clusters Score -2.060162e+07 nChanged 76992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -20646620.000000 Penalty: 5945.843262
	Iteration 1F: 3 clusters Score -2.064662e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89574 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -20647858.000000 Penalty: 5945.843262
	Iteration 2Q: 3 clusters Score -2.064786e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94762 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -20649720.000000 Penalty: 5945.843262
	Iteration 3Q: 3 clusters Score -2.064972e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102219 members 
Mstep: Class 2 contains 58528 members 
Entering Unmasked Estep 
Score: -20653256.000000 Penalty: 5945.843262
	Iteration 4F: 3 clusters Score -2.065326e+07 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112120 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -20659138.000000 Penalty: 5945.843262
	Iteration 5F: 3 clusters Score -2.065914e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124154 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -20668034.000000 Penalty: 5945.843262
	Iteration 6F: 3 clusters Score -2.066803e+07 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136217 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -20678480.000000 Penalty: 5945.843262
	Iteration 7F: 3 clusters Score -2.067848e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146011 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -20687106.000000 Penalty: 5945.843262
	Iteration 8F: 3 clusters Score -2.068711e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152193 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -20692524.000000 Penalty: 5945.843262
	Iteration 9Q: 3 clusters Score -2.069252e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155585 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -20695170.000000 Penalty: 5945.843262
	Iteration 10Q: 3 clusters Score -2.069517e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157368 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -20696358.000000 Penalty: 5945.843262
	Iteration 11Q: 3 clusters Score -2.069636e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158355 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -20696966.000000 Penalty: 5945.843262
	Iteration 12Q: 3 clusters Score -2.069697e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158950 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -20697390.000000 Penalty: 5945.843262
	Iteration 13Q: 3 clusters Score -2.069739e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159260 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -20697602.000000 Penalty: 5945.843262
	Iteration 14Q: 3 clusters Score -2.06976e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159476 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -20697724.000000 Penalty: 5945.843262
	Iteration 15Q: 3 clusters Score -2.069772e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159623 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -20697810.000000 Penalty: 5945.843262
	Iteration 16Q: 3 clusters Score -2.069781e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159728 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -20697846.000000 Penalty: 5945.843262
	Iteration 17Q: 3 clusters Score -2.069785e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159792 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -20697880.000000 Penalty: 5945.843262
	Iteration 18Q: 3 clusters Score -2.069788e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159836 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -20697934.000000 Penalty: 5945.843262
	Iteration 19Q: 3 clusters Score -2.069793e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159885 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -20697988.000000 Penalty: 5945.843262
	Iteration 20F: 3 clusters Score -2.069799e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159920 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -20698036.000000 Penalty: 5945.843262
	Iteration 21Q: 3 clusters Score -2.069804e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159949 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -20698068.000000 Penalty: 5945.843262
	Iteration 22Q: 3 clusters Score -2.069807e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159963 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -20698086.000000 Penalty: 5945.843262
	Iteration 23Q: 3 clusters Score -2.069809e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159979 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -20698090.000000 Penalty: 5945.843262
	Iteration 24Q: 3 clusters Score -2.069809e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159989 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -20698110.000000 Penalty: 5945.843262
	Iteration 25Q: 3 clusters Score -2.069811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159996 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -20698116.000000 Penalty: 5945.843262
	Iteration 26Q: 3 clusters Score -2.069812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160001 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -20698118.000000 Penalty: 5945.843262
	Iteration 27Q: 3 clusters Score -2.069812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160006 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -20698136.000000 Penalty: 5945.843262
	Iteration 28Q: 3 clusters Score -2.069814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160011 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -20698122.000000 Penalty: 5945.843262
	Iteration 29Q: 3 clusters Score -2.069812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160019 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -20698142.000000 Penalty: 5945.843262
	Iteration 30Q: 3 clusters Score -2.069814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160028 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -20698136.000000 Penalty: 5945.843262
	Iteration 31Q: 3 clusters Score -2.069814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160035 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -20698158.000000 Penalty: 5945.843262
	Iteration 32Q: 3 clusters Score -2.069816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160035 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -20698170.000000 Penalty: 5945.843262
	Iteration 33Q: 3 clusters Score -2.069817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160033 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -20698182.000000 Penalty: 5945.843262
	Iteration 34Q: 3 clusters Score -2.069818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160033 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -20698168.000000 Penalty: 5945.843262
	Iteration 35Q: 3 clusters Score -2.069817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160036 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -20698164.000000 Penalty: 5945.843262
	Iteration 36Q: 3 clusters Score -2.069816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160040 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -20698186.000000 Penalty: 5945.843262
	Iteration 37Q: 3 clusters Score -2.069819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160039 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -20698196.000000 Penalty: 5945.843262
	Iteration 38Q: 3 clusters Score -2.06982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160039 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -20698196.000000 Penalty: 5945.843262
	Iteration 39F: 3 clusters Score -2.06982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Entering Unmasked Estep 
Score: -995862.250000 Penalty: 2236.426025
	Iteration 0F: 2 clusters Score -995862.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -989355.375000 Penalty: 4472.852051
	Iteration 0F: 3 clusters Score -989355.4 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -991231.750000 Penalty: 4472.852051
	Iteration 1F: 3 clusters Score -991231.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -991543.000000 Penalty: 4472.852051
	Iteration 2F: 3 clusters Score -991543 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -991745.437500 Penalty: 4472.852051
	Iteration 3F: 3 clusters Score -991745.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -991883.125000 Penalty: 4472.852051
	Iteration 4Q: 3 clusters Score -991883.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -991995.375000 Penalty: 4472.852051
	Iteration 5Q: 3 clusters Score -991995.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -992095.937500 Penalty: 4472.852051
	Iteration 6Q: 3 clusters Score -992095.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -992213.625000 Penalty: 4472.852051
	Iteration 7Q: 3 clusters Score -992213.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -992361.375000 Penalty: 4472.852051
	Iteration 8Q: 3 clusters Score -992361.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -992506.250000 Penalty: 4472.852051
	Iteration 9Q: 3 clusters Score -992506.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -992667.625000 Penalty: 4472.852051
	Iteration 10Q: 3 clusters Score -992667.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -992829.062500 Penalty: 4472.852051
	Iteration 11Q: 3 clusters Score -992829.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -993005.187500 Penalty: 4472.852051
	Iteration 12Q: 3 clusters Score -993005.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -993205.625000 Penalty: 4472.852051
	Iteration 13Q: 3 clusters Score -993205.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -993372.750000 Penalty: 4472.852051
	Iteration 14Q: 3 clusters Score -993372.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -993516.500000 Penalty: 4472.852051
	Iteration 15Q: 3 clusters Score -993516.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -993626.625000 Penalty: 4472.852051
	Iteration 16Q: 3 clusters Score -993626.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -993717.062500 Penalty: 4472.852051
	Iteration 17Q: 3 clusters Score -993717.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -993796.500000 Penalty: 4472.852051
	Iteration 18Q: 3 clusters Score -993796.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -993864.687500 Penalty: 4472.852051
	Iteration 19Q: 3 clusters Score -993864.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -993930.125000 Penalty: 4472.852051
	Iteration 20F: 3 clusters Score -993930.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -993991.562500 Penalty: 4472.852051
	Iteration 21Q: 3 clusters Score -993991.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -994049.937500 Penalty: 4472.852051
	Iteration 22Q: 3 clusters Score -994049.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -994108.687500 Penalty: 4472.852051
	Iteration 23Q: 3 clusters Score -994108.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -994160.125000 Penalty: 4472.852051
	Iteration 24Q: 3 clusters Score -994160.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -994198.562500 Penalty: 4472.852051
	Iteration 25Q: 3 clusters Score -994198.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -994236.250000 Penalty: 4472.852051
	Iteration 26Q: 3 clusters Score -994236.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -994264.562500 Penalty: 4472.852051
	Iteration 27Q: 3 clusters Score -994264.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -994291.562500 Penalty: 4472.852051
	Iteration 28Q: 3 clusters Score -994291.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -994310.312500 Penalty: 4472.852051
	Iteration 29Q: 3 clusters Score -994310.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -994329.750000 Penalty: 4472.852051
	Iteration 30Q: 3 clusters Score -994329.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -994342.375000 Penalty: 4472.852051
	Iteration 31Q: 3 clusters Score -994342.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -994354.187500 Penalty: 4472.852051
	Iteration 32Q: 3 clusters Score -994354.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -994359.000000 Penalty: 4472.852051
	Iteration 33Q: 3 clusters Score -994359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -994365.062500 Penalty: 4472.852051
	Iteration 34Q: 3 clusters Score -994365.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -994372.812500 Penalty: 4472.852051
	Iteration 35Q: 3 clusters Score -994372.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -994374.000000 Penalty: 4472.852051
	Iteration 36Q: 3 clusters Score -994374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -994379.375000 Penalty: 4472.852051
	Iteration 37Q: 3 clusters Score -994379.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -994383.750000 Penalty: 4472.852051
	Iteration 38Q: 3 clusters Score -994383.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -994388.625000 Penalty: 4472.852051
	Iteration 39Q: 3 clusters Score -994388.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -994391.500000 Penalty: 4472.852051
	Iteration 40F: 3 clusters Score -994391.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -994392.250000 Penalty: 4472.852051
	Iteration 41Q: 3 clusters Score -994392.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -994395.375000 Penalty: 4472.852051
	Iteration 42Q: 3 clusters Score -994395.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -994402.687500 Penalty: 4472.852051
	Iteration 43Q: 3 clusters Score -994402.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -994403.000000 Penalty: 4472.852051
	Iteration 44Q: 3 clusters Score -994403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -994406.312500 Penalty: 4472.852051
	Iteration 45Q: 3 clusters Score -994406.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -994408.500000 Penalty: 4472.852051
	Iteration 46Q: 3 clusters Score -994408.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -994415.125000 Penalty: 4472.852051
	Iteration 47Q: 3 clusters Score -994415.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -994416.937500 Penalty: 4472.852051
	Iteration 48Q: 3 clusters Score -994416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -994418.250000 Penalty: 4472.852051
	Iteration 49Q: 3 clusters Score -994418.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -994417.875000 Penalty: 4472.852051
	Iteration 50Q: 3 clusters Score -994417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -994417.875000 Penalty: 4472.852051
	Iteration 51F: 3 clusters Score -994417.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Entering Unmasked Estep 
Score: -595802.937500 Penalty: 2085.361816
	Iteration 0F: 2 clusters Score -595802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -591555.000000 Penalty: 4170.723633
	Iteration 0F: 3 clusters Score -591555 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -592517.437500 Penalty: 4170.723633
	Iteration 1F: 3 clusters Score -592517.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -592717.812500 Penalty: 4170.723633
	Iteration 2F: 3 clusters Score -592717.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -592840.437500 Penalty: 4170.723633
	Iteration 3Q: 3 clusters Score -592840.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -592920.375000 Penalty: 4170.723633
	Iteration 4Q: 3 clusters Score -592920.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -592972.625000 Penalty: 4170.723633
	Iteration 5Q: 3 clusters Score -592972.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -593012.187500 Penalty: 4170.723633
	Iteration 6Q: 3 clusters Score -593012.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -593038.937500 Penalty: 4170.723633
	Iteration 7Q: 3 clusters Score -593038.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -593056.437500 Penalty: 4170.723633
	Iteration 8Q: 3 clusters Score -593056.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -593070.062500 Penalty: 4170.723633
	Iteration 9Q: 3 clusters Score -593070.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -593078.062500 Penalty: 4170.723633
	Iteration 10Q: 3 clusters Score -593078.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -593090.562500 Penalty: 4170.723633
	Iteration 11Q: 3 clusters Score -593090.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -593102.625000 Penalty: 4170.723633
	Iteration 12Q: 3 clusters Score -593102.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -593114.562500 Penalty: 4170.723633
	Iteration 13Q: 3 clusters Score -593114.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -593124.062500 Penalty: 4170.723633
	Iteration 14Q: 3 clusters Score -593124.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -593132.250000 Penalty: 4170.723633
	Iteration 15Q: 3 clusters Score -593132.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -593141.125000 Penalty: 4170.723633
	Iteration 16Q: 3 clusters Score -593141.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -593147.625000 Penalty: 4170.723633
	Iteration 17Q: 3 clusters Score -593147.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -593160.312500 Penalty: 4170.723633
	Iteration 18Q: 3 clusters Score -593160.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -593169.312500 Penalty: 4170.723633
	Iteration 19Q: 3 clusters Score -593169.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -593180.000000 Penalty: 4170.723633
	Iteration 20F: 3 clusters Score -593180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -593188.187500 Penalty: 4170.723633
	Iteration 21Q: 3 clusters Score -593188.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -593203.687500 Penalty: 4170.723633
	Iteration 22Q: 3 clusters Score -593203.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -593217.250000 Penalty: 4170.723633
	Iteration 23Q: 3 clusters Score -593217.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -593232.187500 Penalty: 4170.723633
	Iteration 24Q: 3 clusters Score -593232.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -593249.562500 Penalty: 4170.723633
	Iteration 25Q: 3 clusters Score -593249.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -593260.250000 Penalty: 4170.723633
	Iteration 26Q: 3 clusters Score -593260.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -593269.250000 Penalty: 4170.723633
	Iteration 27Q: 3 clusters Score -593269.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -593277.500000 Penalty: 4170.723633
	Iteration 28Q: 3 clusters Score -593277.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -593282.687500 Penalty: 4170.723633
	Iteration 29Q: 3 clusters Score -593282.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -593288.750000 Penalty: 4170.723633
	Iteration 30Q: 3 clusters Score -593288.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -593295.875000 Penalty: 4170.723633
	Iteration 31Q: 3 clusters Score -593295.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -593303.000000 Penalty: 4170.723633
	Iteration 32Q: 3 clusters Score -593303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -593310.187500 Penalty: 4170.723633
	Iteration 33Q: 3 clusters Score -593310.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -593318.375000 Penalty: 4170.723633
	Iteration 34Q: 3 clusters Score -593318.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -593327.750000 Penalty: 4170.723633
	Iteration 35Q: 3 clusters Score -593327.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -593337.625000 Penalty: 4170.723633
	Iteration 36Q: 3 clusters Score -593337.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -593351.937500 Penalty: 4170.723633
	Iteration 37Q: 3 clusters Score -593351.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -593363.937500 Penalty: 4170.723633
	Iteration 38Q: 3 clusters Score -593363.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -593377.500000 Penalty: 4170.723633
	Iteration 39Q: 3 clusters Score -593377.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -593385.687500 Penalty: 4170.723633
	Iteration 40F: 3 clusters Score -593385.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -593394.875000 Penalty: 4170.723633
	Iteration 41Q: 3 clusters Score -593394.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -593406.437500 Penalty: 4170.723633
	Iteration 42Q: 3 clusters Score -593406.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -593415.187500 Penalty: 4170.723633
	Iteration 43Q: 3 clusters Score -593415.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -593427.125000 Penalty: 4170.723633
	Iteration 44Q: 3 clusters Score -593427.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -593440.875000 Penalty: 4170.723633
	Iteration 45Q: 3 clusters Score -593440.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -593453.437500 Penalty: 4170.723633
	Iteration 46Q: 3 clusters Score -593453.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -593472.437500 Penalty: 4170.723633
	Iteration 47Q: 3 clusters Score -593472.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -593500.375000 Penalty: 4170.723633
	Iteration 48Q: 3 clusters Score -593500.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -593525.375000 Penalty: 4170.723633
	Iteration 49Q: 3 clusters Score -593525.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -593556.187500 Penalty: 4170.723633
	Iteration 50Q: 3 clusters Score -593556.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -593584.937500 Penalty: 4170.723633
	Iteration 51Q: 3 clusters Score -593584.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -593614.562500 Penalty: 4170.723633
	Iteration 52Q: 3 clusters Score -593614.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -593646.000000 Penalty: 4170.723633
	Iteration 53Q: 3 clusters Score -593646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -593673.000000 Penalty: 4170.723633
	Iteration 54Q: 3 clusters Score -593673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -593697.562500 Penalty: 4170.723633
	Iteration 55Q: 3 clusters Score -593697.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -593718.375000 Penalty: 4170.723633
	Iteration 56Q: 3 clusters Score -593718.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -593740.125000 Penalty: 4170.723633
	Iteration 57Q: 3 clusters Score -593740.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -593766.375000 Penalty: 4170.723633
	Iteration 58Q: 3 clusters Score -593766.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -593792.812500 Penalty: 4170.723633
	Iteration 59Q: 3 clusters Score -593792.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -593823.562500 Penalty: 4170.723633
	Iteration 60F: 3 clusters Score -593823.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -593844.687500 Penalty: 4170.723633
	Iteration 61Q: 3 clusters Score -593844.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -593861.250000 Penalty: 4170.723633
	Iteration 62Q: 3 clusters Score -593861.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -593882.375000 Penalty: 4170.723633
	Iteration 63Q: 3 clusters Score -593882.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -593898.750000 Penalty: 4170.723633
	Iteration 64Q: 3 clusters Score -593898.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -593910.375000 Penalty: 4170.723633
	Iteration 65Q: 3 clusters Score -593910.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -593921.187500 Penalty: 4170.723633
	Iteration 66Q: 3 clusters Score -593921.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -593934.000000 Penalty: 4170.723633
	Iteration 67Q: 3 clusters Score -593934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -593944.375000 Penalty: 4170.723633
	Iteration 68Q: 3 clusters Score -593944.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -593948.500000 Penalty: 4170.723633
	Iteration 69Q: 3 clusters Score -593948.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -593954.500000 Penalty: 4170.723633
	Iteration 70Q: 3 clusters Score -593954.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -593956.125000 Penalty: 4170.723633
	Iteration 71Q: 3 clusters Score -593956.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -593956.875000 Penalty: 4170.723633
	Iteration 72Q: 3 clusters Score -593956.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -593957.687500 Penalty: 4170.723633
	Iteration 73Q: 3 clusters Score -593957.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -593957.687500 Penalty: 4170.723633
	Iteration 74F: 3 clusters Score -593957.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Entering Unmasked Estep 
Score: -1937720.125000 Penalty: 2383.875244
	Iteration 0F: 2 clusters Score -1937720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1926986.750000 Penalty: 4767.750488
	Iteration 0F: 3 clusters Score -1926987 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1930370.500000 Penalty: 4767.750488
	Iteration 1F: 3 clusters Score -1930370 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1930723.125000 Penalty: 4767.750488
	Iteration 2F: 3 clusters Score -1930723 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1931017.875000 Penalty: 4767.750488
	Iteration 3Q: 3 clusters Score -1931018 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1931293.500000 Penalty: 4767.750488
	Iteration 4Q: 3 clusters Score -1931294 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1931595.375000 Penalty: 4767.750488
	Iteration 5Q: 3 clusters Score -1931595 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1931922.625000 Penalty: 4767.750488
	Iteration 6Q: 3 clusters Score -1931923 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1932325.625000 Penalty: 4767.750488
	Iteration 7Q: 3 clusters Score -1932326 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1932879.000000 Penalty: 4767.750488
	Iteration 8F: 3 clusters Score -1932879 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1933504.625000 Penalty: 4767.750488
	Iteration 9F: 3 clusters Score -1933505 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1934123.375000 Penalty: 4767.750488
	Iteration 10Q: 3 clusters Score -1934123 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1934538.625000 Penalty: 4767.750488
	Iteration 11Q: 3 clusters Score -1934539 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1934773.875000 Penalty: 4767.750488
	Iteration 12Q: 3 clusters Score -1934774 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1934913.625000 Penalty: 4767.750488
	Iteration 13Q: 3 clusters Score -1934914 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1935009.625000 Penalty: 4767.750488
	Iteration 14Q: 3 clusters Score -1935010 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1935089.500000 Penalty: 4767.750488
	Iteration 15Q: 3 clusters Score -1935090 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1935156.500000 Penalty: 4767.750488
	Iteration 16Q: 3 clusters Score -1935156 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1935203.125000 Penalty: 4767.750488
	Iteration 17Q: 3 clusters Score -1935203 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1935237.000000 Penalty: 4767.750488
	Iteration 18Q: 3 clusters Score -1935237 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1935259.375000 Penalty: 4767.750488
	Iteration 19Q: 3 clusters Score -1935259 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1935270.000000 Penalty: 4767.750488
	Iteration 20F: 3 clusters Score -1935270 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1935290.125000 Penalty: 4767.750488
	Iteration 21Q: 3 clusters Score -1935290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1935304.250000 Penalty: 4767.750488
	Iteration 22Q: 3 clusters Score -1935304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1935314.875000 Penalty: 4767.750488
	Iteration 23Q: 3 clusters Score -1935315 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1935333.625000 Penalty: 4767.750488
	Iteration 24Q: 3 clusters Score -1935334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1935332.625000 Penalty: 4767.750488
	Iteration 25Q: 3 clusters Score -1935333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1935343.750000 Penalty: 4767.750488
	Iteration 26Q: 3 clusters Score -1935344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1935354.125000 Penalty: 4767.750488
	Iteration 27Q: 3 clusters Score -1935354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1935357.500000 Penalty: 4767.750488
	Iteration 28Q: 3 clusters Score -1935358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1935365.750000 Penalty: 4767.750488
	Iteration 29Q: 3 clusters Score -1935366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1935373.375000 Penalty: 4767.750488
	Iteration 30Q: 3 clusters Score -1935373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1935378.375000 Penalty: 4767.750488
	Iteration 31Q: 3 clusters Score -1935378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1935376.875000 Penalty: 4767.750488
	Iteration 32Q: 3 clusters Score -1935377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1935389.875000 Penalty: 4767.750488
	Iteration 33Q: 3 clusters Score -1935390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1935393.375000 Penalty: 4767.750488
	Iteration 34Q: 3 clusters Score -1935393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1935396.625000 Penalty: 4767.750488
	Iteration 35Q: 3 clusters Score -1935397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1935398.750000 Penalty: 4767.750488
	Iteration 36Q: 3 clusters Score -1935399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1935401.875000 Penalty: 4767.750488
	Iteration 37Q: 3 clusters Score -1935402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1935409.125000 Penalty: 4767.750488
	Iteration 38Q: 3 clusters Score -1935409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1935415.000000 Penalty: 4767.750488
	Iteration 39Q: 3 clusters Score -1935415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1935423.500000 Penalty: 4767.750488
	Iteration 40F: 3 clusters Score -1935424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1935435.000000 Penalty: 4767.750488
	Iteration 41Q: 3 clusters Score -1935435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1935435.000000 Penalty: 4767.750488
	Iteration 42Q: 3 clusters Score -1935435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1935439.000000 Penalty: 4767.750488
	Iteration 43Q: 3 clusters Score -1935439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1935446.000000 Penalty: 4767.750488
	Iteration 44Q: 3 clusters Score -1935446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1935455.375000 Penalty: 4767.750488
	Iteration 45Q: 3 clusters Score -1935455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1935465.750000 Penalty: 4767.750488
	Iteration 46Q: 3 clusters Score -1935466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1935473.625000 Penalty: 4767.750488
	Iteration 47Q: 3 clusters Score -1935474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1935479.500000 Penalty: 4767.750488
	Iteration 48Q: 3 clusters Score -1935480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1935501.375000 Penalty: 4767.750488
	Iteration 49Q: 3 clusters Score -1935501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1935506.125000 Penalty: 4767.750488
	Iteration 50Q: 3 clusters Score -1935506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1935513.625000 Penalty: 4767.750488
	Iteration 51Q: 3 clusters Score -1935514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1935520.500000 Penalty: 4767.750488
	Iteration 52Q: 3 clusters Score -1935520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1935537.625000 Penalty: 4767.750488
	Iteration 53Q: 3 clusters Score -1935538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1935544.375000 Penalty: 4767.750488
	Iteration 54Q: 3 clusters Score -1935544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1935551.500000 Penalty: 4767.750488
	Iteration 55Q: 3 clusters Score -1935552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1935561.125000 Penalty: 4767.750488
	Iteration 56Q: 3 clusters Score -1935561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1935562.625000 Penalty: 4767.750488
	Iteration 57Q: 3 clusters Score -1935563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1935570.125000 Penalty: 4767.750488
	Iteration 58Q: 3 clusters Score -1935570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1935571.000000 Penalty: 4767.750488
	Iteration 59Q: 3 clusters Score -1935571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1935576.625000 Penalty: 4767.750488
	Iteration 60F: 3 clusters Score -1935577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1935577.875000 Penalty: 4767.750488
	Iteration 61Q: 3 clusters Score -1935578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1935582.875000 Penalty: 4767.750488
	Iteration 62Q: 3 clusters Score -1935583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1935587.500000 Penalty: 4767.750488
	Iteration 63Q: 3 clusters Score -1935588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1935589.125000 Penalty: 4767.750488
	Iteration 64Q: 3 clusters Score -1935589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1935596.125000 Penalty: 4767.750488
	Iteration 65Q: 3 clusters Score -1935596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1935607.625000 Penalty: 4767.750488
	Iteration 66Q: 3 clusters Score -1935608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1935614.750000 Penalty: 4767.750488
	Iteration 67Q: 3 clusters Score -1935615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1935621.000000 Penalty: 4767.750488
	Iteration 68Q: 3 clusters Score -1935621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1935624.375000 Penalty: 4767.750488
	Iteration 69Q: 3 clusters Score -1935624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1935627.125000 Penalty: 4767.750488
	Iteration 70Q: 3 clusters Score -1935627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1935627.250000 Penalty: 4767.750488
	Iteration 71Q: 3 clusters Score -1935627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1935632.625000 Penalty: 4767.750488
	Iteration 72Q: 3 clusters Score -1935633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1935636.250000 Penalty: 4767.750488
	Iteration 73Q: 3 clusters Score -1935636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1935640.875000 Penalty: 4767.750488
	Iteration 74Q: 3 clusters Score -1935641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1935641.000000 Penalty: 4767.750488
	Iteration 75Q: 3 clusters Score -1935641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1935648.000000 Penalty: 4767.750488
	Iteration 76Q: 3 clusters Score -1935648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1935654.625000 Penalty: 4767.750488
	Iteration 77Q: 3 clusters Score -1935655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1935653.625000 Penalty: 4767.750488
	Iteration 78Q: 3 clusters Score -1935654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1935659.625000 Penalty: 4767.750488
	Iteration 79Q: 3 clusters Score -1935660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1935666.750000 Penalty: 4767.750488
	Iteration 80F: 3 clusters Score -1935667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1935663.875000 Penalty: 4767.750488
	Iteration 81Q: 3 clusters Score -1935664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1935667.000000 Penalty: 4767.750488
	Iteration 82Q: 3 clusters Score -1935667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1935666.750000 Penalty: 4767.750488
	Iteration 83Q: 3 clusters Score -1935667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1935671.125000 Penalty: 4767.750488
	Iteration 84Q: 3 clusters Score -1935671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1935672.125000 Penalty: 4767.750488
	Iteration 85Q: 3 clusters Score -1935672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1935673.500000 Penalty: 4767.750488
	Iteration 86Q: 3 clusters Score -1935674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1935678.250000 Penalty: 4767.750488
	Iteration 87Q: 3 clusters Score -1935678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1935680.625000 Penalty: 4767.750488
	Iteration 88Q: 3 clusters Score -1935681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1935688.375000 Penalty: 4767.750488
	Iteration 89Q: 3 clusters Score -1935688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1935687.500000 Penalty: 4767.750488
	Iteration 90Q: 3 clusters Score -1935688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1935691.375000 Penalty: 4767.750488
	Iteration 91Q: 3 clusters Score -1935691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1935685.875000 Penalty: 4767.750488
	Iteration 92Q: 3 clusters Score -1935686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1935684.625000 Penalty: 4767.750488
	Iteration 93Q: 3 clusters Score -1935685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1935688.125000 Penalty: 4767.750488
	Iteration 94Q: 3 clusters Score -1935688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1935688.750000 Penalty: 4767.750488
	Iteration 95Q: 3 clusters Score -1935689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1935692.000000 Penalty: 4767.750488
	Iteration 96Q: 3 clusters Score -1935692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1935694.000000 Penalty: 4767.750488
	Iteration 97Q: 3 clusters Score -1935694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1935692.375000 Penalty: 4767.750488
	Iteration 98Q: 3 clusters Score -1935692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1935692.625000 Penalty: 4767.750488
	Iteration 99Q: 3 clusters Score -1935693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1935692.625000 Penalty: 4767.750488
	Iteration 100F: 3 clusters Score -1935693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -126503.945312 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -126503.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -124442.468750 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -124442.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -125575.937500 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -125575.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -126307.179688 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -126307.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -126946.226562 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -126946.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -127301.882812 Penalty: 3559.801270
	Iteration 4F: 3 clusters Score -127301.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -127506.382812 Penalty: 3559.801270
	Iteration 5Q: 3 clusters Score -127506.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -127608.695312 Penalty: 3559.801270
	Iteration 6Q: 3 clusters Score -127608.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -127667.015625 Penalty: 3559.801270
	Iteration 7Q: 3 clusters Score -127667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -127724.039062 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -127724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -127796.648438 Penalty: 3559.801270
	Iteration 9Q: 3 clusters Score -127796.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -127890.742188 Penalty: 3559.801270
	Iteration 10Q: 3 clusters Score -127890.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -127930.320312 Penalty: 3559.801270
	Iteration 11Q: 3 clusters Score -127930.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -127942.695312 Penalty: 3559.801270
	Iteration 12Q: 3 clusters Score -127942.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -127966.484375 Penalty: 3559.801270
	Iteration 13Q: 3 clusters Score -127966.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -128214.812500 Penalty: 3559.801270
	Iteration 14Q: 3 clusters Score -128214.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -128724.156250 Penalty: 3559.801270
	Iteration 15Q: 3 clusters Score -128724.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -128728.250000 Penalty: 3559.801270
	Iteration 16Q: 3 clusters Score -128728.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -128729.078125 Penalty: 3559.801270
	Iteration 17Q: 3 clusters Score -128729.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -128729.078125 Penalty: 3559.801270
	Iteration 18F: 3 clusters Score -128729.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 155816 members 
Mstep: Class 2 contains 4146 members 
Mstep: Class 3 contains 160747 members 
Mstep: Class 4 contains 8249 members 
Mstep: Class 5 contains 4486 members 
Mstep: Class 6 contains 14949 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 1218 members 
Mstep: Class 9 contains 9251 members 
Mstep: Class 10 contains 163861 members 
Mstep: Class 11 contains 108615 members 
Mstep: Class 12 contains 69264 members 
Mstep: Class 13 contains 79819 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 165741 members 
Mstep: Class 17 contains 160247 members 
Mstep: Class 18 contains 163368 members 
Mstep: Class 19 contains 18209 members 
Entering Unmasked Estep 
Score: -161291872.000000 Penalty: 66302.054688
Splitting cluster 7 changes total score from -161291728.000000 to -161291872.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 8 (1218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Entering Unmasked Estep 
Score: -139282.953125 Penalty: 1762.031372
	Iteration 0F: 2 clusters Score -139283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -137269.484375 Penalty: 3524.062744
	Iteration 0F: 3 clusters Score -137269.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -137777.484375 Penalty: 3524.062744
	Iteration 1F: 3 clusters Score -137777.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -138036.687500 Penalty: 3524.062744
	Iteration 2F: 3 clusters Score -138036.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -138258.453125 Penalty: 3524.062744
	Iteration 3F: 3 clusters Score -138258.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -138439.000000 Penalty: 3524.062744
	Iteration 4F: 3 clusters Score -138439 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -138547.656250 Penalty: 3524.062744
	Iteration 5Q: 3 clusters Score -138547.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -138632.234375 Penalty: 3524.062744
	Iteration 6Q: 3 clusters Score -138632.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -138730.640625 Penalty: 3524.062744
	Iteration 7Q: 3 clusters Score -138730.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -138810.031250 Penalty: 3524.062744
	Iteration 8Q: 3 clusters Score -138810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -138880.421875 Penalty: 3524.062744
	Iteration 9Q: 3 clusters Score -138880.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -138959.093750 Penalty: 3524.062744
	Iteration 10Q: 3 clusters Score -138959.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139018.578125 Penalty: 3524.062744
	Iteration 11Q: 3 clusters Score -139018.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -139125.093750 Penalty: 3524.062744
	Iteration 12Q: 3 clusters Score -139125.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139179.859375 Penalty: 3524.062744
	Iteration 13Q: 3 clusters Score -139179.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -139221.093750 Penalty: 3524.062744
	Iteration 14Q: 3 clusters Score -139221.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -139235.750000 Penalty: 3524.062744
	Iteration 15Q: 3 clusters Score -139235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -139239.125000 Penalty: 3524.062744
	Iteration 16Q: 3 clusters Score -139239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -139240.015625 Penalty: 3524.062744
	Iteration 17Q: 3 clusters Score -139240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -139240.015625 Penalty: 3524.062744
	Iteration 18F: 3 clusters Score -139240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Entering Unmasked Estep 
Score: -1124215.875000 Penalty: 2264.856934
	Iteration 0F: 2 clusters Score -1124216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1117092.875000 Penalty: 4529.713867
	Iteration 0F: 3 clusters Score -1117093 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1119252.500000 Penalty: 4529.713867
	Iteration 1F: 3 clusters Score -1119252 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1119686.000000 Penalty: 4529.713867
	Iteration 2F: 3 clusters Score -1119686 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1120132.000000 Penalty: 4529.713867
	Iteration 3F: 3 clusters Score -1120132 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1120692.625000 Penalty: 4529.713867
	Iteration 4F: 3 clusters Score -1120693 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1121388.625000 Penalty: 4529.713867
	Iteration 5F: 3 clusters Score -1121389 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1122053.375000 Penalty: 4529.713867
	Iteration 6F: 3 clusters Score -1122053 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1122595.875000 Penalty: 4529.713867
	Iteration 7F: 3 clusters Score -1122596 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1122929.750000 Penalty: 4529.713867
	Iteration 8F: 3 clusters Score -1122930 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1123129.000000 Penalty: 4529.713867
	Iteration 9Q: 3 clusters Score -1123129 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1123280.250000 Penalty: 4529.713867
	Iteration 10Q: 3 clusters Score -1123280 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1123364.625000 Penalty: 4529.713867
	Iteration 11Q: 3 clusters Score -1123365 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1123424.125000 Penalty: 4529.713867
	Iteration 12Q: 3 clusters Score -1123424 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1123465.625000 Penalty: 4529.713867
	Iteration 13Q: 3 clusters Score -1123466 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1123484.500000 Penalty: 4529.713867
	Iteration 14Q: 3 clusters Score -1123484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1123493.625000 Penalty: 4529.713867
	Iteration 15Q: 3 clusters Score -1123494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1123502.875000 Penalty: 4529.713867
	Iteration 16Q: 3 clusters Score -1123503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1123509.750000 Penalty: 4529.713867
	Iteration 17Q: 3 clusters Score -1123510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1123518.375000 Penalty: 4529.713867
	Iteration 18Q: 3 clusters Score -1123518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1123523.875000 Penalty: 4529.713867
	Iteration 19Q: 3 clusters Score -1123524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1123524.875000 Penalty: 4529.713867
	Iteration 20F: 3 clusters Score -1123525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1123528.500000 Penalty: 4529.713867
	Iteration 21Q: 3 clusters Score -1123528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1123530.875000 Penalty: 4529.713867
	Iteration 22Q: 3 clusters Score -1123531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1123533.000000 Penalty: 4529.713867
	Iteration 23Q: 3 clusters Score -1123533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1123531.000000 Penalty: 4529.713867
	Iteration 24Q: 3 clusters Score -1123531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1123539.750000 Penalty: 4529.713867
	Iteration 25Q: 3 clusters Score -1123540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1123540.250000 Penalty: 4529.713867
	Iteration 26Q: 3 clusters Score -1123540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1123541.000000 Penalty: 4529.713867
	Iteration 27Q: 3 clusters Score -1123541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1123540.875000 Penalty: 4529.713867
	Iteration 28Q: 3 clusters Score -1123541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1123543.875000 Penalty: 4529.713867
	Iteration 29Q: 3 clusters Score -1123544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1123541.500000 Penalty: 4529.713867
	Iteration 30Q: 3 clusters Score -1123542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1123542.875000 Penalty: 4529.713867
	Iteration 31Q: 3 clusters Score -1123543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1123542.000000 Penalty: 4529.713867
	Iteration 32Q: 3 clusters Score -1123542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1123542.250000 Penalty: 4529.713867
	Iteration 33Q: 3 clusters Score -1123542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1123544.250000 Penalty: 4529.713867
	Iteration 34Q: 3 clusters Score -1123544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1123542.375000 Penalty: 4529.713867
	Iteration 35Q: 3 clusters Score -1123542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1123541.875000 Penalty: 4529.713867
	Iteration 36Q: 3 clusters Score -1123542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1123541.000000 Penalty: 4529.713867
	Iteration 37Q: 3 clusters Score -1123541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1123541.000000 Penalty: 4529.713867
	Iteration 38F: 3 clusters Score -1123541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (163861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163861 members 
Entering Unmasked Estep 
Score: -20988156.000000 Penalty: 2977.679932
	Iteration 0F: 2 clusters Score -2.098816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81655 members 
Mstep: Class 2 contains 82206 members 
Entering Unmasked Estep 
Score: -20888364.000000 Penalty: 5955.359863
	Iteration 0F: 3 clusters Score -2.088836e+07 nChanged 78650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75525 members 
Mstep: Class 2 contains 88336 members 
Entering Unmasked Estep 
Score: -20935288.000000 Penalty: 5955.359863
	Iteration 1F: 3 clusters Score -2.093529e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71491 members 
Mstep: Class 2 contains 92370 members 
Entering Unmasked Estep 
Score: -20937486.000000 Penalty: 5955.359863
	Iteration 2Q: 3 clusters Score -2.093749e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -20941240.000000 Penalty: 5955.359863
	Iteration 3F: 3 clusters Score -2.094124e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 107034 members 
Entering Unmasked Estep 
Score: -20947708.000000 Penalty: 5955.359863
	Iteration 4F: 3 clusters Score -2.094771e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 117848 members 
Entering Unmasked Estep 
Score: -20956840.000000 Penalty: 5955.359863
	Iteration 5F: 3 clusters Score -2.095684e+07 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 129199 members 
Entering Unmasked Estep 
Score: -20967716.000000 Penalty: 5955.359863
	Iteration 6F: 3 clusters Score -2.096772e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 138480 members 
Entering Unmasked Estep 
Score: -20977106.000000 Penalty: 5955.359863
	Iteration 7F: 3 clusters Score -2.097711e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 144443 members 
Entering Unmasked Estep 
Score: -20982852.000000 Penalty: 5955.359863
	Iteration 8Q: 3 clusters Score -2.098285e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 147800 members 
Entering Unmasked Estep 
Score: -20985638.000000 Penalty: 5955.359863
	Iteration 9Q: 3 clusters Score -2.098564e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 149963 members 
Entering Unmasked Estep 
Score: -20986810.000000 Penalty: 5955.359863
	Iteration 10Q: 3 clusters Score -2.098681e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 151724 members 
Entering Unmasked Estep 
Score: -20987464.000000 Penalty: 5955.359863
	Iteration 11Q: 3 clusters Score -2.098746e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 153153 members 
Entering Unmasked Estep 
Score: -20987576.000000 Penalty: 5955.359863
	Iteration 12Q: 3 clusters Score -2.098758e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 154372 members 
Entering Unmasked Estep 
Score: -20987760.000000 Penalty: 5955.359863
	Iteration 13Q: 3 clusters Score -2.098776e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 155395 members 
Entering Unmasked Estep 
Score: -20987732.000000 Penalty: 5955.359863
	Iteration 14Q: 3 clusters Score -2.098773e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 156320 members 
Entering Unmasked Estep 
Score: -20987632.000000 Penalty: 5955.359863
	Iteration 15Q: 3 clusters Score -2.098763e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 157111 members 
Entering Unmasked Estep 
Score: -20987574.000000 Penalty: 5955.359863
	Iteration 16Q: 3 clusters Score -2.098757e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 157777 members 
Entering Unmasked Estep 
Score: -20987564.000000 Penalty: 5955.359863
	Iteration 17Q: 3 clusters Score -2.098756e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 158386 members 
Entering Unmasked Estep 
Score: -20987500.000000 Penalty: 5955.359863
	Iteration 18Q: 3 clusters Score -2.09875e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 158896 members 
Entering Unmasked Estep 
Score: -20987400.000000 Penalty: 5955.359863
	Iteration 19Q: 3 clusters Score -2.09874e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 159329 members 
Entering Unmasked Estep 
Score: -20987324.000000 Penalty: 5955.359863
	Iteration 20F: 3 clusters Score -2.098732e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 159704 members 
Entering Unmasked Estep 
Score: -20987268.000000 Penalty: 5955.359863
	Iteration 21Q: 3 clusters Score -2.098727e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 160022 members 
Entering Unmasked Estep 
Score: -20987200.000000 Penalty: 5955.359863
	Iteration 22Q: 3 clusters Score -2.09872e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 160279 members 
Entering Unmasked Estep 
Score: -20987176.000000 Penalty: 5955.359863
	Iteration 23Q: 3 clusters Score -2.098718e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 160528 members 
Entering Unmasked Estep 
Score: -20987074.000000 Penalty: 5955.359863
	Iteration 24Q: 3 clusters Score -2.098707e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 160755 members 
Entering Unmasked Estep 
Score: -20987022.000000 Penalty: 5955.359863
	Iteration 25Q: 3 clusters Score -2.098702e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 160958 members 
Entering Unmasked Estep 
Score: -20986920.000000 Penalty: 5955.359863
	Iteration 26Q: 3 clusters Score -2.098692e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 161131 members 
Entering Unmasked Estep 
Score: -20986914.000000 Penalty: 5955.359863
	Iteration 27Q: 3 clusters Score -2.098691e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 161272 members 
Entering Unmasked Estep 
Score: -20986874.000000 Penalty: 5955.359863
	Iteration 28Q: 3 clusters Score -2.098687e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 161383 members 
Entering Unmasked Estep 
Score: -20986846.000000 Penalty: 5955.359863
	Iteration 29Q: 3 clusters Score -2.098685e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 161482 members 
Entering Unmasked Estep 
Score: -20986838.000000 Penalty: 5955.359863
	Iteration 30Q: 3 clusters Score -2.098684e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 161552 members 
Entering Unmasked Estep 
Score: -20986776.000000 Penalty: 5955.359863
	Iteration 31Q: 3 clusters Score -2.098678e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 161608 members 
Entering Unmasked Estep 
Score: -20986764.000000 Penalty: 5955.359863
	Iteration 32Q: 3 clusters Score -2.098676e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 161654 members 
Entering Unmasked Estep 
Score: -20986744.000000 Penalty: 5955.359863
	Iteration 33Q: 3 clusters Score -2.098674e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 161689 members 
Entering Unmasked Estep 
Score: -20986766.000000 Penalty: 5955.359863
	Iteration 34Q: 3 clusters Score -2.098677e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 161732 members 
Entering Unmasked Estep 
Score: -20986798.000000 Penalty: 5955.359863
	Iteration 35Q: 3 clusters Score -2.09868e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 161782 members 
Entering Unmasked Estep 
Score: -20986786.000000 Penalty: 5955.359863
	Iteration 36Q: 3 clusters Score -2.098679e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 161834 members 
Entering Unmasked Estep 
Score: -20986776.000000 Penalty: 5955.359863
	Iteration 37Q: 3 clusters Score -2.098678e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 161869 members 
Entering Unmasked Estep 
Score: -20986766.000000 Penalty: 5955.359863
	Iteration 38Q: 3 clusters Score -2.098677e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 161905 members 
Entering Unmasked Estep 
Score: -20986750.000000 Penalty: 5955.359863
	Iteration 39Q: 3 clusters Score -2.098675e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 161935 members 
Entering Unmasked Estep 
Score: -20986756.000000 Penalty: 5955.359863
	Iteration 40F: 3 clusters Score -2.098676e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 161970 members 
Entering Unmasked Estep 
Score: -20986738.000000 Penalty: 5955.359863
	Iteration 41Q: 3 clusters Score -2.098674e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 162005 members 
Entering Unmasked Estep 
Score: -20986714.000000 Penalty: 5955.359863
	Iteration 42Q: 3 clusters Score -2.098671e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 162022 members 
Entering Unmasked Estep 
Score: -20986696.000000 Penalty: 5955.359863
	Iteration 43Q: 3 clusters Score -2.09867e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 162039 members 
Entering Unmasked Estep 
Score: -20986718.000000 Penalty: 5955.359863
	Iteration 44Q: 3 clusters Score -2.098672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 162053 members 
Entering Unmasked Estep 
Score: -20986724.000000 Penalty: 5955.359863
	Iteration 45Q: 3 clusters Score -2.098672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 162068 members 
Entering Unmasked Estep 
Score: -20986736.000000 Penalty: 5955.359863
	Iteration 46Q: 3 clusters Score -2.098674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 162088 members 
Entering Unmasked Estep 
Score: -20986728.000000 Penalty: 5955.359863
	Iteration 47Q: 3 clusters Score -2.098673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 162101 members 
Entering Unmasked Estep 
Score: -20986712.000000 Penalty: 5955.359863
	Iteration 48Q: 3 clusters Score -2.098671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 162115 members 
Entering Unmasked Estep 
Score: -20986726.000000 Penalty: 5955.359863
	Iteration 49Q: 3 clusters Score -2.098673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 162126 members 
Entering Unmasked Estep 
Score: -20986732.000000 Penalty: 5955.359863
	Iteration 50Q: 3 clusters Score -2.098673e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 162140 members 
Entering Unmasked Estep 
Score: -20986722.000000 Penalty: 5955.359863
	Iteration 51Q: 3 clusters Score -2.098672e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 162164 members 
Entering Unmasked Estep 
Score: -20986724.000000 Penalty: 5955.359863
	Iteration 52Q: 3 clusters Score -2.098672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 162174 members 
Entering Unmasked Estep 
Score: -20986726.000000 Penalty: 5955.359863
	Iteration 53Q: 3 clusters Score -2.098673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 162183 members 
Entering Unmasked Estep 
Score: -20986718.000000 Penalty: 5955.359863
	Iteration 54Q: 3 clusters Score -2.098672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 162189 members 
Entering Unmasked Estep 
Score: -20986724.000000 Penalty: 5955.359863
	Iteration 55Q: 3 clusters Score -2.098672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 162194 members 
Entering Unmasked Estep 
Score: -20986722.000000 Penalty: 5955.359863
	Iteration 56Q: 3 clusters Score -2.098672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 162200 members 
Entering Unmasked Estep 
Score: -20986710.000000 Penalty: 5955.359863
	Iteration 57Q: 3 clusters Score -2.098671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 162210 members 
Entering Unmasked Estep 
Score: -20986708.000000 Penalty: 5955.359863
	Iteration 58Q: 3 clusters Score -2.098671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 162215 members 
Entering Unmasked Estep 
Score: -20986726.000000 Penalty: 5955.359863
	Iteration 59Q: 3 clusters Score -2.098673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 162222 members 
Entering Unmasked Estep 
Score: -20986732.000000 Penalty: 5955.359863
	Iteration 60F: 3 clusters Score -2.098673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 162227 members 
Entering Unmasked Estep 
Score: -20986722.000000 Penalty: 5955.359863
	Iteration 61Q: 3 clusters Score -2.098672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 162231 members 
Entering Unmasked Estep 
Score: -20986726.000000 Penalty: 5955.359863
	Iteration 62Q: 3 clusters Score -2.098673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 162236 members 
Entering Unmasked Estep 
Score: -20986714.000000 Penalty: 5955.359863
	Iteration 63Q: 3 clusters Score -2.098671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 162243 members 
Entering Unmasked Estep 
Score: -20986708.000000 Penalty: 5955.359863
	Iteration 64Q: 3 clusters Score -2.098671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 162248 members 
Entering Unmasked Estep 
Score: -20986704.000000 Penalty: 5955.359863
	Iteration 65Q: 3 clusters Score -2.09867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 162261 members 
Entering Unmasked Estep 
Score: -20986692.000000 Penalty: 5955.359863
	Iteration 66Q: 3 clusters Score -2.098669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 162266 members 
Entering Unmasked Estep 
Score: -20986682.000000 Penalty: 5955.359863
	Iteration 67Q: 3 clusters Score -2.098668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 162271 members 
Entering Unmasked Estep 
Score: -20986680.000000 Penalty: 5955.359863
	Iteration 68Q: 3 clusters Score -2.098668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 162273 members 
Entering Unmasked Estep 
Score: -20986678.000000 Penalty: 5955.359863
	Iteration 69Q: 3 clusters Score -2.098668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 162273 members 
Entering Unmasked Estep 
Score: -20986678.000000 Penalty: 5955.359863
	Iteration 70F: 3 clusters Score -2.098668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108615 members 
Entering Unmasked Estep 
Score: -13878116.000000 Penalty: 2875.700195
	Iteration 0F: 2 clusters Score -1.387812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -13805657.000000 Penalty: 5751.400391
	Iteration 0F: 3 clusters Score -1.380566e+07 nChanged 51729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -13835240.000000 Penalty: 5751.400391
	Iteration 1F: 3 clusters Score -1.383524e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57024 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -13835966.000000 Penalty: 5751.400391
	Iteration 2Q: 3 clusters Score -1.383597e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -13837242.000000 Penalty: 5751.400391
	Iteration 3Q: 3 clusters Score -1.383724e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -13838890.000000 Penalty: 5751.400391
	Iteration 4Q: 3 clusters Score -1.383889e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64797 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -13841513.000000 Penalty: 5751.400391
	Iteration 5F: 3 clusters Score -1.384151e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -13846278.000000 Penalty: 5751.400391
	Iteration 6F: 3 clusters Score -1.384628e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76524 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -13852907.000000 Penalty: 5751.400391
	Iteration 7F: 3 clusters Score -1.385291e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -13860669.000000 Penalty: 5751.400391
	Iteration 8F: 3 clusters Score -1.386067e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88227 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -13867342.000000 Penalty: 5751.400391
	Iteration 9F: 3 clusters Score -1.386734e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91115 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -13871145.000000 Penalty: 5751.400391
	Iteration 10Q: 3 clusters Score -1.387114e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -13872538.000000 Penalty: 5751.400391
	Iteration 11Q: 3 clusters Score -1.387254e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -13873208.000000 Penalty: 5751.400391
	Iteration 12Q: 3 clusters Score -1.387321e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95032 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -13873634.000000 Penalty: 5751.400391
	Iteration 13Q: 3 clusters Score -1.387363e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95962 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -13874017.000000 Penalty: 5751.400391
	Iteration 14Q: 3 clusters Score -1.387402e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96756 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -13874240.000000 Penalty: 5751.400391
	Iteration 15Q: 3 clusters Score -1.387424e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97482 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -13874491.000000 Penalty: 5751.400391
	Iteration 16Q: 3 clusters Score -1.387449e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98134 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -13874644.000000 Penalty: 5751.400391
	Iteration 17Q: 3 clusters Score -1.387464e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98727 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -13874748.000000 Penalty: 5751.400391
	Iteration 18Q: 3 clusters Score -1.387475e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99268 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -13874896.000000 Penalty: 5751.400391
	Iteration 19Q: 3 clusters Score -1.38749e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99786 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -13875005.000000 Penalty: 5751.400391
	Iteration 20F: 3 clusters Score -1.3875e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100237 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -13875076.000000 Penalty: 5751.400391
	Iteration 21Q: 3 clusters Score -1.387508e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100661 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -13875213.000000 Penalty: 5751.400391
	Iteration 22Q: 3 clusters Score -1.387521e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101055 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -13875297.000000 Penalty: 5751.400391
	Iteration 23Q: 3 clusters Score -1.38753e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101430 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -13875366.000000 Penalty: 5751.400391
	Iteration 24Q: 3 clusters Score -1.387537e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101788 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -13875431.000000 Penalty: 5751.400391
	Iteration 25Q: 3 clusters Score -1.387543e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102121 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -13875491.000000 Penalty: 5751.400391
	Iteration 26Q: 3 clusters Score -1.387549e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102439 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -13875548.000000 Penalty: 5751.400391
	Iteration 27Q: 3 clusters Score -1.387555e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102766 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -13875632.000000 Penalty: 5751.400391
	Iteration 28Q: 3 clusters Score -1.387563e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103042 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -13875664.000000 Penalty: 5751.400391
	Iteration 29Q: 3 clusters Score -1.387566e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103255 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -13875708.000000 Penalty: 5751.400391
	Iteration 30Q: 3 clusters Score -1.387571e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103472 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -13875773.000000 Penalty: 5751.400391
	Iteration 31Q: 3 clusters Score -1.387577e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103670 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -13875795.000000 Penalty: 5751.400391
	Iteration 32Q: 3 clusters Score -1.38758e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103863 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -13875824.000000 Penalty: 5751.400391
	Iteration 33Q: 3 clusters Score -1.387582e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104005 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -13875854.000000 Penalty: 5751.400391
	Iteration 34Q: 3 clusters Score -1.387585e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104148 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -13875905.000000 Penalty: 5751.400391
	Iteration 35Q: 3 clusters Score -1.38759e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104279 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -13875947.000000 Penalty: 5751.400391
	Iteration 36Q: 3 clusters Score -1.387595e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104394 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -13875955.000000 Penalty: 5751.400391
	Iteration 37Q: 3 clusters Score -1.387596e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104513 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -13875981.000000 Penalty: 5751.400391
	Iteration 38Q: 3 clusters Score -1.387598e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104623 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -13876022.000000 Penalty: 5751.400391
	Iteration 39Q: 3 clusters Score -1.387602e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104723 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -13876036.000000 Penalty: 5751.400391
	Iteration 40F: 3 clusters Score -1.387604e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104819 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -13876052.000000 Penalty: 5751.400391
	Iteration 41Q: 3 clusters Score -1.387605e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -13876056.000000 Penalty: 5751.400391
	Iteration 42Q: 3 clusters Score -1.387606e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104950 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -13876055.000000 Penalty: 5751.400391
	Iteration 43Q: 3 clusters Score -1.387606e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105005 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -13876070.000000 Penalty: 5751.400391
	Iteration 44Q: 3 clusters Score -1.387607e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105072 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -13876099.000000 Penalty: 5751.400391
	Iteration 45Q: 3 clusters Score -1.38761e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105115 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -13876101.000000 Penalty: 5751.400391
	Iteration 46Q: 3 clusters Score -1.38761e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105150 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -13876111.000000 Penalty: 5751.400391
	Iteration 47Q: 3 clusters Score -1.387611e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105181 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -13876098.000000 Penalty: 5751.400391
	Iteration 48Q: 3 clusters Score -1.38761e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105206 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -13876104.000000 Penalty: 5751.400391
	Iteration 49Q: 3 clusters Score -1.38761e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105229 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -13876095.000000 Penalty: 5751.400391
	Iteration 50Q: 3 clusters Score -1.38761e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105256 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -13876119.000000 Penalty: 5751.400391
	Iteration 51Q: 3 clusters Score -1.387612e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105286 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -13876139.000000 Penalty: 5751.400391
	Iteration 52Q: 3 clusters Score -1.387614e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105312 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -13876164.000000 Penalty: 5751.400391
	Iteration 53Q: 3 clusters Score -1.387616e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105346 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -13876160.000000 Penalty: 5751.400391
	Iteration 54Q: 3 clusters Score -1.387616e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105376 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -13876160.000000 Penalty: 5751.400391
	Iteration 55Q: 3 clusters Score -1.387616e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105413 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -13876157.000000 Penalty: 5751.400391
	Iteration 56Q: 3 clusters Score -1.387616e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105451 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -13876162.000000 Penalty: 5751.400391
	Iteration 57Q: 3 clusters Score -1.387616e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105485 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -13876165.000000 Penalty: 5751.400391
	Iteration 58Q: 3 clusters Score -1.387616e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105525 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -13876206.000000 Penalty: 5751.400391
	Iteration 59Q: 3 clusters Score -1.387621e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105556 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -13876184.000000 Penalty: 5751.400391
	Iteration 60F: 3 clusters Score -1.387618e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105588 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -13876193.000000 Penalty: 5751.400391
	Iteration 61Q: 3 clusters Score -1.387619e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105624 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -13876201.000000 Penalty: 5751.400391
	Iteration 62Q: 3 clusters Score -1.38762e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105664 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -13876201.000000 Penalty: 5751.400391
	Iteration 63Q: 3 clusters Score -1.38762e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -13876212.000000 Penalty: 5751.400391
	Iteration 64Q: 3 clusters Score -1.387621e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105720 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -13876228.000000 Penalty: 5751.400391
	Iteration 65Q: 3 clusters Score -1.387623e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105748 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -13876252.000000 Penalty: 5751.400391
	Iteration 66Q: 3 clusters Score -1.387625e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105771 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -13876250.000000 Penalty: 5751.400391
	Iteration 67Q: 3 clusters Score -1.387625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105789 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -13876254.000000 Penalty: 5751.400391
	Iteration 68Q: 3 clusters Score -1.387625e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105802 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -13876260.000000 Penalty: 5751.400391
	Iteration 69Q: 3 clusters Score -1.387626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105820 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -13876264.000000 Penalty: 5751.400391
	Iteration 70Q: 3 clusters Score -1.387626e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105846 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -13876267.000000 Penalty: 5751.400391
	Iteration 71Q: 3 clusters Score -1.387627e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105870 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -13876272.000000 Penalty: 5751.400391
	Iteration 72Q: 3 clusters Score -1.387627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105887 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -13876260.000000 Penalty: 5751.400391
	Iteration 73Q: 3 clusters Score -1.387626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105907 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -13876273.000000 Penalty: 5751.400391
	Iteration 74Q: 3 clusters Score -1.387627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -13876267.000000 Penalty: 5751.400391
	Iteration 75Q: 3 clusters Score -1.387627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105941 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -13876281.000000 Penalty: 5751.400391
	Iteration 76Q: 3 clusters Score -1.387628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105948 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -13876286.000000 Penalty: 5751.400391
	Iteration 77Q: 3 clusters Score -1.387629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105955 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -13876296.000000 Penalty: 5751.400391
	Iteration 78Q: 3 clusters Score -1.38763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105963 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -13876306.000000 Penalty: 5751.400391
	Iteration 79Q: 3 clusters Score -1.387631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105971 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -13876306.000000 Penalty: 5751.400391
	Iteration 80F: 3 clusters Score -1.387631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105977 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -13876301.000000 Penalty: 5751.400391
	Iteration 81Q: 3 clusters Score -1.38763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105979 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -13876309.000000 Penalty: 5751.400391
	Iteration 82Q: 3 clusters Score -1.387631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105982 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -13876313.000000 Penalty: 5751.400391
	Iteration 83Q: 3 clusters Score -1.387631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105984 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -13876319.000000 Penalty: 5751.400391
	Iteration 84Q: 3 clusters Score -1.387632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105984 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -13876309.000000 Penalty: 5751.400391
	Iteration 85Q: 3 clusters Score -1.387631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105984 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -13876309.000000 Penalty: 5751.400391
	Iteration 86F: 3 clusters Score -1.387631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Entering Unmasked Estep 
Score: -8580561.000000 Penalty: 2764.128662
	Iteration 0F: 2 clusters Score -8580561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -8534147.000000 Penalty: 5528.257324
	Iteration 0F: 3 clusters Score -8534147 nChanged 32251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -8552182.000000 Penalty: 5528.257324
	Iteration 1F: 3 clusters Score -8552182 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -8552637.000000 Penalty: 5528.257324
	Iteration 2Q: 3 clusters Score -8552637 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -8553126.000000 Penalty: 5528.257324
	Iteration 3Q: 3 clusters Score -8553126 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -8553681.000000 Penalty: 5528.257324
	Iteration 4Q: 3 clusters Score -8553681 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -8554368.000000 Penalty: 5528.257324
	Iteration 5Q: 3 clusters Score -8554368 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -8555092.000000 Penalty: 5528.257324
	Iteration 6Q: 3 clusters Score -8555092 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -8555845.000000 Penalty: 5528.257324
	Iteration 7Q: 3 clusters Score -8555845 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -8556694.000000 Penalty: 5528.257324
	Iteration 8Q: 3 clusters Score -8556694 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -8557450.000000 Penalty: 5528.257324
	Iteration 9Q: 3 clusters Score -8557450 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -8558204.000000 Penalty: 5528.257324
	Iteration 10Q: 3 clusters Score -8558204 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -8558962.000000 Penalty: 5528.257324
	Iteration 11Q: 3 clusters Score -8558962 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -8559611.000000 Penalty: 5528.257324
	Iteration 12Q: 3 clusters Score -8559611 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -8560280.000000 Penalty: 5528.257324
	Iteration 13Q: 3 clusters Score -8560280 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -8560863.000000 Penalty: 5528.257324
	Iteration 14Q: 3 clusters Score -8560863 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -8561388.000000 Penalty: 5528.257324
	Iteration 15Q: 3 clusters Score -8561388 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -8562008.000000 Penalty: 5528.257324
	Iteration 16Q: 3 clusters Score -8562008 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -8562764.000000 Penalty: 5528.257324
	Iteration 17Q: 3 clusters Score -8562764 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -8563768.000000 Penalty: 5528.257324
	Iteration 18Q: 3 clusters Score -8563768 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -8565075.000000 Penalty: 5528.257324
	Iteration 19Q: 3 clusters Score -8565075 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -8566659.000000 Penalty: 5528.257324
	Iteration 20F: 3 clusters Score -8566659 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -8568560.000000 Penalty: 5528.257324
	Iteration 21Q: 3 clusters Score -8568560 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -8570523.000000 Penalty: 5528.257324
	Iteration 22Q: 3 clusters Score -8570523 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -8572389.000000 Penalty: 5528.257324
	Iteration 23Q: 3 clusters Score -8572389 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 63106 members 
Entering Unmasked Estep 
Score: -8574073.000000 Penalty: 5528.257324
	Iteration 24Q: 3 clusters Score -8574073 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 64926 members 
Entering Unmasked Estep 
Score: -8575433.000000 Penalty: 5528.257324
	Iteration 25Q: 3 clusters Score -8575433 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -8576379.000000 Penalty: 5528.257324
	Iteration 26Q: 3 clusters Score -8576379 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -8577033.000000 Penalty: 5528.257324
	Iteration 27Q: 3 clusters Score -8577033 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -8577455.000000 Penalty: 5528.257324
	Iteration 28Q: 3 clusters Score -8577455 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 68131 members 
Entering Unmasked Estep 
Score: -8577700.000000 Penalty: 5528.257324
	Iteration 29Q: 3 clusters Score -8577700 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -8577845.000000 Penalty: 5528.257324
	Iteration 30Q: 3 clusters Score -8577845 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 68486 members 
Entering Unmasked Estep 
Score: -8577945.000000 Penalty: 5528.257324
	Iteration 31Q: 3 clusters Score -8577945 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 68577 members 
Entering Unmasked Estep 
Score: -8578001.000000 Penalty: 5528.257324
	Iteration 32Q: 3 clusters Score -8578001 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -8578057.000000 Penalty: 5528.257324
	Iteration 33Q: 3 clusters Score -8578057 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 68675 members 
Entering Unmasked Estep 
Score: -8578085.000000 Penalty: 5528.257324
	Iteration 34Q: 3 clusters Score -8578085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -8578123.000000 Penalty: 5528.257324
	Iteration 35Q: 3 clusters Score -8578123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -8578123.000000 Penalty: 5528.257324
	Iteration 36Q: 3 clusters Score -8578123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -8578141.000000 Penalty: 5528.257324
	Iteration 37Q: 3 clusters Score -8578141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -8578157.000000 Penalty: 5528.257324
	Iteration 38Q: 3 clusters Score -8578157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 68778 members 
Entering Unmasked Estep 
Score: -8578175.000000 Penalty: 5528.257324
	Iteration 39Q: 3 clusters Score -8578175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 68790 members 
Entering Unmasked Estep 
Score: -8578185.000000 Penalty: 5528.257324
	Iteration 40F: 3 clusters Score -8578185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 68798 members 
Entering Unmasked Estep 
Score: -8578188.000000 Penalty: 5528.257324
	Iteration 41Q: 3 clusters Score -8578188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 68805 members 
Entering Unmasked Estep 
Score: -8578198.000000 Penalty: 5528.257324
	Iteration 42Q: 3 clusters Score -8578198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -8578209.000000 Penalty: 5528.257324
	Iteration 43Q: 3 clusters Score -8578209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 68817 members 
Entering Unmasked Estep 
Score: -8578214.000000 Penalty: 5528.257324
	Iteration 44Q: 3 clusters Score -8578214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -8578220.000000 Penalty: 5528.257324
	Iteration 45Q: 3 clusters Score -8578220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 68828 members 
Entering Unmasked Estep 
Score: -8578220.000000 Penalty: 5528.257324
	Iteration 46Q: 3 clusters Score -8578220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -8578228.000000 Penalty: 5528.257324
	Iteration 47Q: 3 clusters Score -8578228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -8578233.000000 Penalty: 5528.257324
	Iteration 48Q: 3 clusters Score -8578233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 68834 members 
Entering Unmasked Estep 
Score: -8578224.000000 Penalty: 5528.257324
	Iteration 49Q: 3 clusters Score -8578224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 68834 members 
Entering Unmasked Estep 
Score: -8578223.000000 Penalty: 5528.257324
	Iteration 50Q: 3 clusters Score -8578223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -8578226.000000 Penalty: 5528.257324
	Iteration 51Q: 3 clusters Score -8578226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -8578233.000000 Penalty: 5528.257324
	Iteration 52Q: 3 clusters Score -8578233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 68837 members 
Entering Unmasked Estep 
Score: -8578238.000000 Penalty: 5528.257324
	Iteration 53Q: 3 clusters Score -8578238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
Score: -8578240.000000 Penalty: 5528.257324
	Iteration 54Q: 3 clusters Score -8578240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -8578238.000000 Penalty: 5528.257324
	Iteration 55Q: 3 clusters Score -8578238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -8578241.000000 Penalty: 5528.257324
	Iteration 56Q: 3 clusters Score -8578241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -8578241.000000 Penalty: 5528.257324
	Iteration 57F: 3 clusters Score -8578241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Entering Unmasked Estep 
Score: -10109610.000000 Penalty: 2799.304199
	Iteration 0F: 2 clusters Score -1.010961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -10056291.000000 Penalty: 5598.608398
	Iteration 0F: 3 clusters Score -1.005629e+07 nChanged 37548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -10077494.000000 Penalty: 5598.608398
	Iteration 1F: 3 clusters Score -1.007749e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -10078406.000000 Penalty: 5598.608398
	Iteration 2Q: 3 clusters Score -1.007841e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -10079743.000000 Penalty: 5598.608398
	Iteration 3Q: 3 clusters Score -1.007974e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -10081717.000000 Penalty: 5598.608398
	Iteration 4F: 3 clusters Score -1.008172e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -10084364.000000 Penalty: 5598.608398
	Iteration 5F: 3 clusters Score -1.008436e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -10087930.000000 Penalty: 5598.608398
	Iteration 6F: 3 clusters Score -1.008793e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -10091874.000000 Penalty: 5598.608398
	Iteration 7F: 3 clusters Score -1.009187e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -10095742.000000 Penalty: 5598.608398
	Iteration 8F: 3 clusters Score -1.009574e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -10099094.000000 Penalty: 5598.608398
	Iteration 9F: 3 clusters Score -1.009909e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -10101717.000000 Penalty: 5598.608398
	Iteration 10Q: 3 clusters Score -1.010172e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 71603 members 
Entering Unmasked Estep 
Score: -10103561.000000 Penalty: 5598.608398
	Iteration 11Q: 3 clusters Score -1.010356e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 73420 members 
Entering Unmasked Estep 
Score: -10105004.000000 Penalty: 5598.608398
	Iteration 12Q: 3 clusters Score -1.0105e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 74797 members 
Entering Unmasked Estep 
Score: -10106050.000000 Penalty: 5598.608398
	Iteration 13Q: 3 clusters Score -1.010605e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 75704 members 
Entering Unmasked Estep 
Score: -10106734.000000 Penalty: 5598.608398
	Iteration 14Q: 3 clusters Score -1.010673e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 76330 members 
Entering Unmasked Estep 
Score: -10107111.000000 Penalty: 5598.608398
	Iteration 15Q: 3 clusters Score -1.010711e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 76784 members 
Entering Unmasked Estep 
Score: -10107403.000000 Penalty: 5598.608398
	Iteration 16Q: 3 clusters Score -1.01074e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 77097 members 
Entering Unmasked Estep 
Score: -10107691.000000 Penalty: 5598.608398
	Iteration 17Q: 3 clusters Score -1.010769e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 77321 members 
Entering Unmasked Estep 
Score: -10108123.000000 Penalty: 5598.608398
	Iteration 18Q: 3 clusters Score -1.010812e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 77444 members 
Entering Unmasked Estep 
Score: -10108681.000000 Penalty: 5598.608398
	Iteration 19Q: 3 clusters Score -1.010868e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 77451 members 
Entering Unmasked Estep 
Score: -10108814.000000 Penalty: 5598.608398
	Iteration 20F: 3 clusters Score -1.010881e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 77439 members 
Entering Unmasked Estep 
Score: -10108862.000000 Penalty: 5598.608398
	Iteration 21Q: 3 clusters Score -1.010886e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 77427 members 
Entering Unmasked Estep 
Score: -10108887.000000 Penalty: 5598.608398
	Iteration 22Q: 3 clusters Score -1.010889e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 77422 members 
Entering Unmasked Estep 
Score: -10108911.000000 Penalty: 5598.608398
	Iteration 23Q: 3 clusters Score -1.010891e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 77404 members 
Entering Unmasked Estep 
Score: -10108915.000000 Penalty: 5598.608398
	Iteration 24Q: 3 clusters Score -1.010892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
Score: -10108917.000000 Penalty: 5598.608398
	Iteration 25Q: 3 clusters Score -1.010892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -10108923.000000 Penalty: 5598.608398
	Iteration 26Q: 3 clusters Score -1.010892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -10108933.000000 Penalty: 5598.608398
	Iteration 27Q: 3 clusters Score -1.010893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 77362 members 
Entering Unmasked Estep 
Score: -10108939.000000 Penalty: 5598.608398
	Iteration 28Q: 3 clusters Score -1.010894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 77355 members 
Entering Unmasked Estep 
Score: -10108930.000000 Penalty: 5598.608398
	Iteration 29Q: 3 clusters Score -1.010893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 77350 members 
Entering Unmasked Estep 
Score: -10108924.000000 Penalty: 5598.608398
	Iteration 30Q: 3 clusters Score -1.010892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -10108926.000000 Penalty: 5598.608398
	Iteration 31Q: 3 clusters Score -1.010893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -10108926.000000 Penalty: 5598.608398
	Iteration 32F: 3 clusters Score -1.010893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -163911.281250 Penalty: 1838.515137
	Iteration 0F: 2 clusters Score -163911.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -161680.718750 Penalty: 3677.030273
	Iteration 0F: 3 clusters Score -161680.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -163604.906250 Penalty: 3677.030273
	Iteration 1F: 3 clusters Score -163604.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -165742.281250 Penalty: 3677.030273
	Iteration 2F: 3 clusters Score -165742.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -167154.640625 Penalty: 3677.030273
	Iteration 3F: 3 clusters Score -167154.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -167455.984375 Penalty: 3677.030273
	Iteration 4Q: 3 clusters Score -167456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -167645.781250 Penalty: 3677.030273
	Iteration 5Q: 3 clusters Score -167645.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -167849.156250 Penalty: 3677.030273
	Iteration 6Q: 3 clusters Score -167849.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -167959.890625 Penalty: 3677.030273
	Iteration 7Q: 3 clusters Score -167959.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -167991.218750 Penalty: 3677.030273
	Iteration 8Q: 3 clusters Score -167991.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -167998.171875 Penalty: 3677.030273
	Iteration 9Q: 3 clusters Score -167998.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -167998.640625 Penalty: 3677.030273
	Iteration 10Q: 3 clusters Score -167998.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -167999.234375 Penalty: 3677.030273
	Iteration 11Q: 3 clusters Score -167999.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -167999.281250 Penalty: 3677.030273
	Iteration 12Q: 3 clusters Score -167999.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -167999.875000 Penalty: 3677.030273
	Iteration 13Q: 3 clusters Score -167999.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -168029.328125 Penalty: 3677.030273
	Iteration 14F: 3 clusters Score -168029.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -168160.656250 Penalty: 3677.030273
	Iteration 15Q: 3 clusters Score -168160.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -168311.656250 Penalty: 3677.030273
	Iteration 16Q: 3 clusters Score -168311.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -168335.000000 Penalty: 3677.030273
	Iteration 17Q: 3 clusters Score -168335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -168344.031250 Penalty: 3677.030273
	Iteration 18Q: 3 clusters Score -168344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -168349.234375 Penalty: 3677.030273
	Iteration 19Q: 3 clusters Score -168349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -168443.781250 Penalty: 3677.030273
	Iteration 20F: 3 clusters Score -168443.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -169037.234375 Penalty: 3677.030273
	Iteration 21Q: 3 clusters Score -169037.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -169262.453125 Penalty: 3677.030273
	Iteration 22Q: 3 clusters Score -169262.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -169412.296875 Penalty: 3677.030273
	Iteration 23Q: 3 clusters Score -169412.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -169456.859375 Penalty: 3677.030273
	Iteration 24Q: 3 clusters Score -169456.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -169467.781250 Penalty: 3677.030273
	Iteration 25Q: 3 clusters Score -169467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -169473.937500 Penalty: 3677.030273
	Iteration 26Q: 3 clusters Score -169473.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -169474.218750 Penalty: 3677.030273
	Iteration 27F: 3 clusters Score -169474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -169476.031250 Penalty: 3677.030273
	Iteration 28Q: 3 clusters Score -169476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -169476.031250 Penalty: 3677.030273
	Iteration 29F: 3 clusters Score -169476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 155816 members 
Mstep: Class 2 contains 4146 members 
Mstep: Class 3 contains 160747 members 
Mstep: Class 4 contains 8249 members 
Mstep: Class 5 contains 4486 members 
Mstep: Class 6 contains 14949 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 1218 members 
Mstep: Class 9 contains 9251 members 
Mstep: Class 10 contains 163861 members 
Mstep: Class 11 contains 108615 members 
Mstep: Class 12 contains 69264 members 
Mstep: Class 13 contains 79819 members 
Mstep: Class 14 contains 1291 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 165741 members 
Mstep: Class 17 contains 160247 members 
Mstep: Class 18 contains 163368 members 
Mstep: Class 19 contains 18209 members 
Mstep: Class 20 contains 367 members 
Entering Unmasked Estep 
Score: -161296016.000000 Penalty: 69791.640625
Splitting cluster 14 changes total score from -161291728.000000 to -161296016.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 16 (165741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165741 members 
Entering Unmasked Estep 
Score: -21055782.000000 Penalty: 2980.509033
	Iteration 0F: 2 clusters Score -2.105578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83240 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -20948520.000000 Penalty: 5961.018066
	Iteration 0F: 3 clusters Score -2.094852e+07 nChanged 79482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Mstep: Class 2 contains 76581 members 
Entering Unmasked Estep 
Score: -20996048.000000 Penalty: 5961.018066
	Iteration 1F: 3 clusters Score -2.099605e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 71989 members 
Entering Unmasked Estep 
Score: -20999222.000000 Penalty: 5961.018066
	Iteration 2Q: 3 clusters Score -2.099922e+07 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100915 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -21005302.000000 Penalty: 5961.018066
	Iteration 3F: 3 clusters Score -2.10053e+07 nChanged 13228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110781 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -21015488.000000 Penalty: 5961.018066
	Iteration 4F: 3 clusters Score -2.101549e+07 nChanged 14412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121789 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -21028246.000000 Penalty: 5961.018066
	Iteration 5F: 3 clusters Score -2.102825e+07 nChanged 12526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131303 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -21040000.000000 Penalty: 5961.018066
	Iteration 6F: 3 clusters Score -2.104e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137087 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -21047778.000000 Penalty: 5961.018066
	Iteration 7F: 3 clusters Score -2.104778e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140106 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -21051166.000000 Penalty: 5961.018066
	Iteration 8Q: 3 clusters Score -2.105117e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142230 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -21052554.000000 Penalty: 5961.018066
	Iteration 9Q: 3 clusters Score -2.105255e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144079 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -21053554.000000 Penalty: 5961.018066
	Iteration 10Q: 3 clusters Score -2.105355e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145841 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -21054242.000000 Penalty: 5961.018066
	Iteration 11Q: 3 clusters Score -2.105424e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147571 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -21054784.000000 Penalty: 5961.018066
	Iteration 12Q: 3 clusters Score -2.105478e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149314 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -21055232.000000 Penalty: 5961.018066
	Iteration 13Q: 3 clusters Score -2.105523e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151000 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -21055434.000000 Penalty: 5961.018066
	Iteration 14Q: 3 clusters Score -2.105543e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152635 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -21055642.000000 Penalty: 5961.018066
	Iteration 15Q: 3 clusters Score -2.105564e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154191 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -21055746.000000 Penalty: 5961.018066
	Iteration 16Q: 3 clusters Score -2.105575e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155617 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -21055840.000000 Penalty: 5961.018066
	Iteration 17Q: 3 clusters Score -2.105584e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156885 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -21055764.000000 Penalty: 5961.018066
	Iteration 18Q: 3 clusters Score -2.105576e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157995 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -21055754.000000 Penalty: 5961.018066
	Iteration 19Q: 3 clusters Score -2.105575e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158894 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -21055530.000000 Penalty: 5961.018066
	Iteration 20F: 3 clusters Score -2.105553e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159658 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -21055444.000000 Penalty: 5961.018066
	Iteration 21Q: 3 clusters Score -2.105544e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160280 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -21055324.000000 Penalty: 5961.018066
	Iteration 22Q: 3 clusters Score -2.105532e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160856 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -21055146.000000 Penalty: 5961.018066
	Iteration 23Q: 3 clusters Score -2.105515e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161361 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -21055004.000000 Penalty: 5961.018066
	Iteration 24Q: 3 clusters Score -2.1055e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161794 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -21054920.000000 Penalty: 5961.018066
	Iteration 25Q: 3 clusters Score -2.105492e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162163 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -21054822.000000 Penalty: 5961.018066
	Iteration 26Q: 3 clusters Score -2.105482e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162465 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -21054856.000000 Penalty: 5961.018066
	Iteration 27Q: 3 clusters Score -2.105486e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162711 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -21054836.000000 Penalty: 5961.018066
	Iteration 28Q: 3 clusters Score -2.105484e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162910 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -21054776.000000 Penalty: 5961.018066
	Iteration 29Q: 3 clusters Score -2.105478e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163078 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -21054772.000000 Penalty: 5961.018066
	Iteration 30Q: 3 clusters Score -2.105477e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163215 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -21054716.000000 Penalty: 5961.018066
	Iteration 31Q: 3 clusters Score -2.105472e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163328 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -21054660.000000 Penalty: 5961.018066
	Iteration 32Q: 3 clusters Score -2.105466e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163422 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -21054626.000000 Penalty: 5961.018066
	Iteration 33Q: 3 clusters Score -2.105463e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163521 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -21054548.000000 Penalty: 5961.018066
	Iteration 34Q: 3 clusters Score -2.105455e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163598 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -21054552.000000 Penalty: 5961.018066
	Iteration 35Q: 3 clusters Score -2.105455e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163667 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -21054514.000000 Penalty: 5961.018066
	Iteration 36Q: 3 clusters Score -2.105451e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163724 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -21054494.000000 Penalty: 5961.018066
	Iteration 37Q: 3 clusters Score -2.105449e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163791 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -21054436.000000 Penalty: 5961.018066
	Iteration 38Q: 3 clusters Score -2.105444e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163870 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -21054378.000000 Penalty: 5961.018066
	Iteration 39Q: 3 clusters Score -2.105438e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163938 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -21054364.000000 Penalty: 5961.018066
	Iteration 40F: 3 clusters Score -2.105436e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163996 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -21054328.000000 Penalty: 5961.018066
	Iteration 41Q: 3 clusters Score -2.105433e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164052 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -21054308.000000 Penalty: 5961.018066
	Iteration 42Q: 3 clusters Score -2.105431e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164103 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -21054302.000000 Penalty: 5961.018066
	Iteration 43Q: 3 clusters Score -2.10543e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164138 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -21054286.000000 Penalty: 5961.018066
	Iteration 44Q: 3 clusters Score -2.105429e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164162 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -21054270.000000 Penalty: 5961.018066
	Iteration 45Q: 3 clusters Score -2.105427e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164190 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -21054244.000000 Penalty: 5961.018066
	Iteration 46Q: 3 clusters Score -2.105424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164216 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -21054248.000000 Penalty: 5961.018066
	Iteration 47Q: 3 clusters Score -2.105425e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164241 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -21054218.000000 Penalty: 5961.018066
	Iteration 48Q: 3 clusters Score -2.105422e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164262 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -21054220.000000 Penalty: 5961.018066
	Iteration 49Q: 3 clusters Score -2.105422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164276 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -21054230.000000 Penalty: 5961.018066
	Iteration 50Q: 3 clusters Score -2.105423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164286 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -21054206.000000 Penalty: 5961.018066
	Iteration 51Q: 3 clusters Score -2.105421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164299 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -21054214.000000 Penalty: 5961.018066
	Iteration 52Q: 3 clusters Score -2.105421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164314 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -21054196.000000 Penalty: 5961.018066
	Iteration 53Q: 3 clusters Score -2.10542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164331 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -21054196.000000 Penalty: 5961.018066
	Iteration 54Q: 3 clusters Score -2.10542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164352 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -21054188.000000 Penalty: 5961.018066
	Iteration 55Q: 3 clusters Score -2.105419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164363 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -21054192.000000 Penalty: 5961.018066
	Iteration 56Q: 3 clusters Score -2.105419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164369 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -21054178.000000 Penalty: 5961.018066
	Iteration 57Q: 3 clusters Score -2.105418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164378 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -21054192.000000 Penalty: 5961.018066
	Iteration 58Q: 3 clusters Score -2.105419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164380 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -21054192.000000 Penalty: 5961.018066
	Iteration 59Q: 3 clusters Score -2.105419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164381 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -21054180.000000 Penalty: 5961.018066
	Iteration 60F: 3 clusters Score -2.105418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (160247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160247 members 
Entering Unmasked Estep 
Score: -20460364.000000 Penalty: 2972.148926
	Iteration 0F: 2 clusters Score -2.046036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -20358330.000000 Penalty: 5944.297852
	Iteration 0F: 3 clusters Score -2.035833e+07 nChanged 76786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 81775 members 
Entering Unmasked Estep 
Score: -20402820.000000 Penalty: 5944.297852
	Iteration 1F: 3 clusters Score -2.040282e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77535 members 
Mstep: Class 2 contains 82712 members 
Entering Unmasked Estep 
Score: -20403728.000000 Penalty: 5944.297852
	Iteration 2Q: 3 clusters Score -2.040373e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76138 members 
Mstep: Class 2 contains 84109 members 
Entering Unmasked Estep 
Score: -20404610.000000 Penalty: 5944.297852
	Iteration 3Q: 3 clusters Score -2.040461e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74065 members 
Mstep: Class 2 contains 86182 members 
Entering Unmasked Estep 
Score: -20405776.000000 Penalty: 5944.297852
	Iteration 4Q: 3 clusters Score -2.040578e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71013 members 
Mstep: Class 2 contains 89234 members 
Entering Unmasked Estep 
Score: -20407408.000000 Penalty: 5944.297852
	Iteration 5Q: 3 clusters Score -2.040741e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Mstep: Class 2 contains 93718 members 
Entering Unmasked Estep 
Score: -20409714.000000 Penalty: 5944.297852
	Iteration 6Q: 3 clusters Score -2.040971e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60342 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -20413644.000000 Penalty: 5944.297852
	Iteration 7Q: 3 clusters Score -2.041364e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 108096 members 
Entering Unmasked Estep 
Score: -20419890.000000 Penalty: 5944.297852
	Iteration 8F: 3 clusters Score -2.041989e+07 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 117304 members 
Entering Unmasked Estep 
Score: -20427526.000000 Penalty: 5944.297852
	Iteration 9F: 3 clusters Score -2.042753e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 125916 members 
Entering Unmasked Estep 
Score: -20435758.000000 Penalty: 5944.297852
	Iteration 10F: 3 clusters Score -2.043576e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 132747 members 
Entering Unmasked Estep 
Score: -20442174.000000 Penalty: 5944.297852
	Iteration 11F: 3 clusters Score -2.044217e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 137523 members 
Entering Unmasked Estep 
Score: -20446154.000000 Penalty: 5944.297852
	Iteration 12Q: 3 clusters Score -2.044615e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 141070 members 
Entering Unmasked Estep 
Score: -20448798.000000 Penalty: 5944.297852
	Iteration 13Q: 3 clusters Score -2.04488e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 143836 members 
Entering Unmasked Estep 
Score: -20450452.000000 Penalty: 5944.297852
	Iteration 14Q: 3 clusters Score -2.045045e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 146123 members 
Entering Unmasked Estep 
Score: -20451790.000000 Penalty: 5944.297852
	Iteration 15Q: 3 clusters Score -2.045179e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 148082 members 
Entering Unmasked Estep 
Score: -20453054.000000 Penalty: 5944.297852
	Iteration 16Q: 3 clusters Score -2.045305e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 149879 members 
Entering Unmasked Estep 
Score: -20453964.000000 Penalty: 5944.297852
	Iteration 17Q: 3 clusters Score -2.045396e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 151478 members 
Entering Unmasked Estep 
Score: -20454820.000000 Penalty: 5944.297852
	Iteration 18Q: 3 clusters Score -2.045482e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 152887 members 
Entering Unmasked Estep 
Score: -20455488.000000 Penalty: 5944.297852
	Iteration 19Q: 3 clusters Score -2.045549e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 154103 members 
Entering Unmasked Estep 
Score: -20455994.000000 Penalty: 5944.297852
	Iteration 20F: 3 clusters Score -2.045599e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 155150 members 
Entering Unmasked Estep 
Score: -20456514.000000 Penalty: 5944.297852
	Iteration 21Q: 3 clusters Score -2.045651e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 156050 members 
Entering Unmasked Estep 
Score: -20456836.000000 Penalty: 5944.297852
	Iteration 22Q: 3 clusters Score -2.045684e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 156753 members 
Entering Unmasked Estep 
Score: -20457078.000000 Penalty: 5944.297852
	Iteration 23Q: 3 clusters Score -2.045708e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 157271 members 
Entering Unmasked Estep 
Score: -20457240.000000 Penalty: 5944.297852
	Iteration 24Q: 3 clusters Score -2.045724e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 157677 members 
Entering Unmasked Estep 
Score: -20457360.000000 Penalty: 5944.297852
	Iteration 25Q: 3 clusters Score -2.045736e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 157956 members 
Entering Unmasked Estep 
Score: -20457486.000000 Penalty: 5944.297852
	Iteration 26Q: 3 clusters Score -2.045749e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 158187 members 
Entering Unmasked Estep 
Score: -20457586.000000 Penalty: 5944.297852
	Iteration 27Q: 3 clusters Score -2.045759e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 158344 members 
Entering Unmasked Estep 
Score: -20457646.000000 Penalty: 5944.297852
	Iteration 28Q: 3 clusters Score -2.045765e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 158503 members 
Entering Unmasked Estep 
Score: -20457718.000000 Penalty: 5944.297852
	Iteration 29Q: 3 clusters Score -2.045772e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 158626 members 
Entering Unmasked Estep 
Score: -20457754.000000 Penalty: 5944.297852
	Iteration 30Q: 3 clusters Score -2.045775e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 158717 members 
Entering Unmasked Estep 
Score: -20457790.000000 Penalty: 5944.297852
	Iteration 31Q: 3 clusters Score -2.045779e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 158796 members 
Entering Unmasked Estep 
Score: -20457820.000000 Penalty: 5944.297852
	Iteration 32Q: 3 clusters Score -2.045782e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 158844 members 
Entering Unmasked Estep 
Score: -20457814.000000 Penalty: 5944.297852
	Iteration 33Q: 3 clusters Score -2.045781e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 158895 members 
Entering Unmasked Estep 
Score: -20457822.000000 Penalty: 5944.297852
	Iteration 34Q: 3 clusters Score -2.045782e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 158939 members 
Entering Unmasked Estep 
Score: -20457854.000000 Penalty: 5944.297852
	Iteration 35Q: 3 clusters Score -2.045785e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 158964 members 
Entering Unmasked Estep 
Score: -20457844.000000 Penalty: 5944.297852
	Iteration 36Q: 3 clusters Score -2.045784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 158981 members 
Entering Unmasked Estep 
Score: -20457840.000000 Penalty: 5944.297852
	Iteration 37Q: 3 clusters Score -2.045784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 158992 members 
Entering Unmasked Estep 
Score: -20457870.000000 Penalty: 5944.297852
	Iteration 38Q: 3 clusters Score -2.045787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 159007 members 
Entering Unmasked Estep 
Score: -20457866.000000 Penalty: 5944.297852
	Iteration 39Q: 3 clusters Score -2.045787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 159024 members 
Entering Unmasked Estep 
Score: -20457874.000000 Penalty: 5944.297852
	Iteration 40F: 3 clusters Score -2.045787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 159041 members 
Entering Unmasked Estep 
Score: -20457856.000000 Penalty: 5944.297852
	Iteration 41Q: 3 clusters Score -2.045786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 159053 members 
Entering Unmasked Estep 
Score: -20457864.000000 Penalty: 5944.297852
	Iteration 42Q: 3 clusters Score -2.045786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 159067 members 
Entering Unmasked Estep 
Score: -20457864.000000 Penalty: 5944.297852
	Iteration 43Q: 3 clusters Score -2.045786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 159083 members 
Entering Unmasked Estep 
Score: -20457868.000000 Penalty: 5944.297852
	Iteration 44Q: 3 clusters Score -2.045787e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 159097 members 
Entering Unmasked Estep 
Score: -20457882.000000 Penalty: 5944.297852
	Iteration 45Q: 3 clusters Score -2.045788e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 159113 members 
Entering Unmasked Estep 
Score: -20457904.000000 Penalty: 5944.297852
	Iteration 46Q: 3 clusters Score -2.04579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 159131 members 
Entering Unmasked Estep 
Score: -20457876.000000 Penalty: 5944.297852
	Iteration 47Q: 3 clusters Score -2.045788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 159144 members 
Entering Unmasked Estep 
Score: -20457886.000000 Penalty: 5944.297852
	Iteration 48Q: 3 clusters Score -2.045789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 159154 members 
Entering Unmasked Estep 
Score: -20457900.000000 Penalty: 5944.297852
	Iteration 49Q: 3 clusters Score -2.04579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 159164 members 
Entering Unmasked Estep 
Score: -20457906.000000 Penalty: 5944.297852
	Iteration 50Q: 3 clusters Score -2.045791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 159175 members 
Entering Unmasked Estep 
Score: -20457910.000000 Penalty: 5944.297852
	Iteration 51Q: 3 clusters Score -2.045791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 159188 members 
Entering Unmasked Estep 
Score: -20457928.000000 Penalty: 5944.297852
	Iteration 52Q: 3 clusters Score -2.045793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 159198 members 
Entering Unmasked Estep 
Score: -20457930.000000 Penalty: 5944.297852
	Iteration 53Q: 3 clusters Score -2.045793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 159208 members 
Entering Unmasked Estep 
Score: -20457924.000000 Penalty: 5944.297852
	Iteration 54Q: 3 clusters Score -2.045792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 159220 members 
Entering Unmasked Estep 
Score: -20457944.000000 Penalty: 5944.297852
	Iteration 55Q: 3 clusters Score -2.045794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 159225 members 
Entering Unmasked Estep 
Score: -20457954.000000 Penalty: 5944.297852
	Iteration 56Q: 3 clusters Score -2.045795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 159234 members 
Entering Unmasked Estep 
Score: -20457942.000000 Penalty: 5944.297852
	Iteration 57Q: 3 clusters Score -2.045794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 159241 members 
Entering Unmasked Estep 
Score: -20457924.000000 Penalty: 5944.297852
	Iteration 58Q: 3 clusters Score -2.045792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 159246 members 
Entering Unmasked Estep 
Score: -20457930.000000 Penalty: 5944.297852
	Iteration 59Q: 3 clusters Score -2.045793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 159251 members 
Entering Unmasked Estep 
Score: -20457942.000000 Penalty: 5944.297852
	Iteration 60F: 3 clusters Score -2.045794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 159255 members 
Entering Unmasked Estep 
Score: -20457928.000000 Penalty: 5944.297852
	Iteration 61Q: 3 clusters Score -2.045793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 159262 members 
Entering Unmasked Estep 
Score: -20457928.000000 Penalty: 5944.297852
	Iteration 62Q: 3 clusters Score -2.045793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 159265 members 
Entering Unmasked Estep 
Score: -20457954.000000 Penalty: 5944.297852
	Iteration 63Q: 3 clusters Score -2.045795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 159272 members 
Entering Unmasked Estep 
Score: -20457956.000000 Penalty: 5944.297852
	Iteration 64Q: 3 clusters Score -2.045796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 159282 members 
Entering Unmasked Estep 
Score: -20457950.000000 Penalty: 5944.297852
	Iteration 65Q: 3 clusters Score -2.045795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 159288 members 
Entering Unmasked Estep 
Score: -20457962.000000 Penalty: 5944.297852
	Iteration 66Q: 3 clusters Score -2.045796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 159292 members 
Entering Unmasked Estep 
Score: -20457966.000000 Penalty: 5944.297852
	Iteration 67Q: 3 clusters Score -2.045797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 159297 members 
Entering Unmasked Estep 
Score: -20457964.000000 Penalty: 5944.297852
	Iteration 68Q: 3 clusters Score -2.045796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 159302 members 
Entering Unmasked Estep 
Score: -20457962.000000 Penalty: 5944.297852
	Iteration 69Q: 3 clusters Score -2.045796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 159306 members 
Entering Unmasked Estep 
Score: -20457960.000000 Penalty: 5944.297852
	Iteration 70Q: 3 clusters Score -2.045796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 159308 members 
Entering Unmasked Estep 
Score: -20457964.000000 Penalty: 5944.297852
	Iteration 71Q: 3 clusters Score -2.045796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 159308 members 
Entering Unmasked Estep 
Score: -20457964.000000 Penalty: 5944.297852
	Iteration 72F: 3 clusters Score -2.045796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (163368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163368 members 
Entering Unmasked Estep 
Score: -20784018.000000 Penalty: 2976.932617
	Iteration 0F: 2 clusters Score -2.078402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81547 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -20679594.000000 Penalty: 5953.865234
	Iteration 0F: 3 clusters Score -2.067959e+07 nChanged 78328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 86015 members 
Entering Unmasked Estep 
Score: -20725444.000000 Penalty: 5953.865234
	Iteration 1F: 3 clusters Score -2.072544e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74677 members 
Mstep: Class 2 contains 88691 members 
Entering Unmasked Estep 
Score: -20727148.000000 Penalty: 5953.865234
	Iteration 2Q: 3 clusters Score -2.072715e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 92847 members 
Entering Unmasked Estep 
Score: -20729910.000000 Penalty: 5953.865234
	Iteration 3Q: 3 clusters Score -2.072991e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64311 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -20734748.000000 Penalty: 5953.865234
	Iteration 4F: 3 clusters Score -2.073475e+07 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 107403 members 
Entering Unmasked Estep 
Score: -20742596.000000 Penalty: 5953.865234
	Iteration 5F: 3 clusters Score -2.07426e+07 nChanged 12795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 116908 members 
Entering Unmasked Estep 
Score: -20752828.000000 Penalty: 5953.865234
	Iteration 6F: 3 clusters Score -2.075283e+07 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 126080 members 
Entering Unmasked Estep 
Score: -20763940.000000 Penalty: 5953.865234
	Iteration 7F: 3 clusters Score -2.076394e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 132747 members 
Entering Unmasked Estep 
Score: -20772512.000000 Penalty: 5953.865234
	Iteration 8F: 3 clusters Score -2.077251e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 136735 members 
Entering Unmasked Estep 
Score: -20777918.000000 Penalty: 5953.865234
	Iteration 9Q: 3 clusters Score -2.077792e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 139033 members 
Entering Unmasked Estep 
Score: -20780598.000000 Penalty: 5953.865234
	Iteration 10Q: 3 clusters Score -2.07806e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 140767 members 
Entering Unmasked Estep 
Score: -20782044.000000 Penalty: 5953.865234
	Iteration 11Q: 3 clusters Score -2.078204e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 142331 members 
Entering Unmasked Estep 
Score: -20783002.000000 Penalty: 5953.865234
	Iteration 12Q: 3 clusters Score -2.0783e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 143734 members 
Entering Unmasked Estep 
Score: -20783726.000000 Penalty: 5953.865234
	Iteration 13Q: 3 clusters Score -2.078373e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 144991 members 
Entering Unmasked Estep 
Score: -20784290.000000 Penalty: 5953.865234
	Iteration 14Q: 3 clusters Score -2.078429e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 146167 members 
Entering Unmasked Estep 
Score: -20784600.000000 Penalty: 5953.865234
	Iteration 15Q: 3 clusters Score -2.07846e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 147298 members 
Entering Unmasked Estep 
Score: -20784904.000000 Penalty: 5953.865234
	Iteration 16Q: 3 clusters Score -2.07849e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 148310 members 
Entering Unmasked Estep 
Score: -20785168.000000 Penalty: 5953.865234
	Iteration 17Q: 3 clusters Score -2.078517e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 149241 members 
Entering Unmasked Estep 
Score: -20785280.000000 Penalty: 5953.865234
	Iteration 18Q: 3 clusters Score -2.078528e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 150105 members 
Entering Unmasked Estep 
Score: -20785414.000000 Penalty: 5953.865234
	Iteration 19Q: 3 clusters Score -2.078541e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 150906 members 
Entering Unmasked Estep 
Score: -20785424.000000 Penalty: 5953.865234
	Iteration 20F: 3 clusters Score -2.078542e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 151615 members 
Entering Unmasked Estep 
Score: -20785296.000000 Penalty: 5953.865234
	Iteration 21Q: 3 clusters Score -2.07853e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 152273 members 
Entering Unmasked Estep 
Score: -20785364.000000 Penalty: 5953.865234
	Iteration 22Q: 3 clusters Score -2.078536e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 152885 members 
Entering Unmasked Estep 
Score: -20785306.000000 Penalty: 5953.865234
	Iteration 23Q: 3 clusters Score -2.078531e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 153452 members 
Entering Unmasked Estep 
Score: -20785286.000000 Penalty: 5953.865234
	Iteration 24Q: 3 clusters Score -2.078529e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 154001 members 
Entering Unmasked Estep 
Score: -20785188.000000 Penalty: 5953.865234
	Iteration 25Q: 3 clusters Score -2.078519e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 154488 members 
Entering Unmasked Estep 
Score: -20785172.000000 Penalty: 5953.865234
	Iteration 26Q: 3 clusters Score -2.078517e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 154939 members 
Entering Unmasked Estep 
Score: -20785082.000000 Penalty: 5953.865234
	Iteration 27Q: 3 clusters Score -2.078508e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 155355 members 
Entering Unmasked Estep 
Score: -20785042.000000 Penalty: 5953.865234
	Iteration 28Q: 3 clusters Score -2.078504e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 155708 members 
Entering Unmasked Estep 
Score: -20784924.000000 Penalty: 5953.865234
	Iteration 29Q: 3 clusters Score -2.078492e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 156018 members 
Entering Unmasked Estep 
Score: -20784868.000000 Penalty: 5953.865234
	Iteration 30Q: 3 clusters Score -2.078487e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 156321 members 
Entering Unmasked Estep 
Score: -20784778.000000 Penalty: 5953.865234
	Iteration 31Q: 3 clusters Score -2.078478e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 156607 members 
Entering Unmasked Estep 
Score: -20784686.000000 Penalty: 5953.865234
	Iteration 32Q: 3 clusters Score -2.078469e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 156862 members 
Entering Unmasked Estep 
Score: -20784612.000000 Penalty: 5953.865234
	Iteration 33Q: 3 clusters Score -2.078461e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 157102 members 
Entering Unmasked Estep 
Score: -20784540.000000 Penalty: 5953.865234
	Iteration 34Q: 3 clusters Score -2.078454e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 157347 members 
Entering Unmasked Estep 
Score: -20784412.000000 Penalty: 5953.865234
	Iteration 35Q: 3 clusters Score -2.078441e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 157557 members 
Entering Unmasked Estep 
Score: -20784354.000000 Penalty: 5953.865234
	Iteration 36Q: 3 clusters Score -2.078435e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 157729 members 
Entering Unmasked Estep 
Score: -20784262.000000 Penalty: 5953.865234
	Iteration 37Q: 3 clusters Score -2.078426e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 157909 members 
Entering Unmasked Estep 
Score: -20784150.000000 Penalty: 5953.865234
	Iteration 38Q: 3 clusters Score -2.078415e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 158072 members 
Entering Unmasked Estep 
Score: -20784076.000000 Penalty: 5953.865234
	Iteration 39Q: 3 clusters Score -2.078408e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 158209 members 
Entering Unmasked Estep 
Score: -20784030.000000 Penalty: 5953.865234
	Iteration 40F: 3 clusters Score -2.078403e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 158352 members 
Entering Unmasked Estep 
Score: -20783960.000000 Penalty: 5953.865234
	Iteration 41Q: 3 clusters Score -2.078396e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 158492 members 
Entering Unmasked Estep 
Score: -20783924.000000 Penalty: 5953.865234
	Iteration 42Q: 3 clusters Score -2.078392e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 158613 members 
Entering Unmasked Estep 
Score: -20783902.000000 Penalty: 5953.865234
	Iteration 43Q: 3 clusters Score -2.07839e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 158741 members 
Entering Unmasked Estep 
Score: -20783890.000000 Penalty: 5953.865234
	Iteration 44Q: 3 clusters Score -2.078389e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 158869 members 
Entering Unmasked Estep 
Score: -20783828.000000 Penalty: 5953.865234
	Iteration 45Q: 3 clusters Score -2.078383e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 159002 members 
Entering Unmasked Estep 
Score: -20783816.000000 Penalty: 5953.865234
	Iteration 46Q: 3 clusters Score -2.078382e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 159141 members 
Entering Unmasked Estep 
Score: -20783666.000000 Penalty: 5953.865234
	Iteration 47Q: 3 clusters Score -2.078367e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 159260 members 
Entering Unmasked Estep 
Score: -20783628.000000 Penalty: 5953.865234
	Iteration 48Q: 3 clusters Score -2.078363e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 159378 members 
Entering Unmasked Estep 
Score: -20783608.000000 Penalty: 5953.865234
	Iteration 49Q: 3 clusters Score -2.078361e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 159481 members 
Entering Unmasked Estep 
Score: -20783608.000000 Penalty: 5953.865234
	Iteration 50Q: 3 clusters Score -2.078361e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 159564 members 
Entering Unmasked Estep 
Score: -20783528.000000 Penalty: 5953.865234
	Iteration 51Q: 3 clusters Score -2.078353e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 159649 members 
Entering Unmasked Estep 
Score: -20783522.000000 Penalty: 5953.865234
	Iteration 52Q: 3 clusters Score -2.078352e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 159723 members 
Entering Unmasked Estep 
Score: -20783534.000000 Penalty: 5953.865234
	Iteration 53Q: 3 clusters Score -2.078353e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 159790 members 
Entering Unmasked Estep 
Score: -20783496.000000 Penalty: 5953.865234
	Iteration 54Q: 3 clusters Score -2.07835e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 159852 members 
Entering Unmasked Estep 
Score: -20783498.000000 Penalty: 5953.865234
	Iteration 55Q: 3 clusters Score -2.07835e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 159896 members 
Entering Unmasked Estep 
Score: -20783466.000000 Penalty: 5953.865234
	Iteration 56Q: 3 clusters Score -2.078347e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 159931 members 
Entering Unmasked Estep 
Score: -20783442.000000 Penalty: 5953.865234
	Iteration 57Q: 3 clusters Score -2.078344e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 159970 members 
Entering Unmasked Estep 
Score: -20783410.000000 Penalty: 5953.865234
	Iteration 58Q: 3 clusters Score -2.078341e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 160007 members 
Entering Unmasked Estep 
Score: -20783426.000000 Penalty: 5953.865234
	Iteration 59Q: 3 clusters Score -2.078343e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 160048 members 
Entering Unmasked Estep 
Score: -20783404.000000 Penalty: 5953.865234
	Iteration 60F: 3 clusters Score -2.07834e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 160088 members 
Entering Unmasked Estep 
Score: -20783354.000000 Penalty: 5953.865234
	Iteration 61Q: 3 clusters Score -2.078335e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 160130 members 
Entering Unmasked Estep 
Score: -20783338.000000 Penalty: 5953.865234
	Iteration 62Q: 3 clusters Score -2.078334e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 160182 members 
Entering Unmasked Estep 
Score: -20783328.000000 Penalty: 5953.865234
	Iteration 63Q: 3 clusters Score -2.078333e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 160234 members 
Entering Unmasked Estep 
Score: -20783262.000000 Penalty: 5953.865234
	Iteration 64Q: 3 clusters Score -2.078326e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 160276 members 
Entering Unmasked Estep 
Score: -20783250.000000 Penalty: 5953.865234
	Iteration 65Q: 3 clusters Score -2.078325e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 160308 members 
Entering Unmasked Estep 
Score: -20783228.000000 Penalty: 5953.865234
	Iteration 66Q: 3 clusters Score -2.078323e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 160337 members 
Entering Unmasked Estep 
Score: -20783208.000000 Penalty: 5953.865234
	Iteration 67Q: 3 clusters Score -2.078321e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 160355 members 
Entering Unmasked Estep 
Score: -20783190.000000 Penalty: 5953.865234
	Iteration 68Q: 3 clusters Score -2.078319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 160373 members 
Entering Unmasked Estep 
Score: -20783180.000000 Penalty: 5953.865234
	Iteration 69Q: 3 clusters Score -2.078318e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 160397 members 
Entering Unmasked Estep 
Score: -20783156.000000 Penalty: 5953.865234
	Iteration 70Q: 3 clusters Score -2.078316e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 160416 members 
Entering Unmasked Estep 
Score: -20783126.000000 Penalty: 5953.865234
	Iteration 71Q: 3 clusters Score -2.078313e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 160438 members 
Entering Unmasked Estep 
Score: -20783134.000000 Penalty: 5953.865234
	Iteration 72Q: 3 clusters Score -2.078313e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 160459 members 
Entering Unmasked Estep 
Score: -20783148.000000 Penalty: 5953.865234
	Iteration 73Q: 3 clusters Score -2.078315e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 160477 members 
Entering Unmasked Estep 
Score: -20783110.000000 Penalty: 5953.865234
	Iteration 74Q: 3 clusters Score -2.078311e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 160498 members 
Entering Unmasked Estep 
Score: -20783090.000000 Penalty: 5953.865234
	Iteration 75Q: 3 clusters Score -2.078309e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 160519 members 
Entering Unmasked Estep 
Score: -20783084.000000 Penalty: 5953.865234
	Iteration 76Q: 3 clusters Score -2.078308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 160541 members 
Entering Unmasked Estep 
Score: -20783076.000000 Penalty: 5953.865234
	Iteration 77Q: 3 clusters Score -2.078308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 160558 members 
Entering Unmasked Estep 
Score: -20783066.000000 Penalty: 5953.865234
	Iteration 78Q: 3 clusters Score -2.078307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 160573 members 
Entering Unmasked Estep 
Score: -20783062.000000 Penalty: 5953.865234
	Iteration 79Q: 3 clusters Score -2.078306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 160582 members 
Entering Unmasked Estep 
Score: -20783052.000000 Penalty: 5953.865234
	Iteration 80F: 3 clusters Score -2.078305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 160592 members 
Entering Unmasked Estep 
Score: -20783026.000000 Penalty: 5953.865234
	Iteration 81Q: 3 clusters Score -2.078303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 160601 members 
Entering Unmasked Estep 
Score: -20783032.000000 Penalty: 5953.865234
	Iteration 82Q: 3 clusters Score -2.078303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 160615 members 
Entering Unmasked Estep 
Score: -20783026.000000 Penalty: 5953.865234
	Iteration 83Q: 3 clusters Score -2.078303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 160627 members 
Entering Unmasked Estep 
Score: -20783004.000000 Penalty: 5953.865234
	Iteration 84Q: 3 clusters Score -2.0783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 160643 members 
Entering Unmasked Estep 
Score: -20782972.000000 Penalty: 5953.865234
	Iteration 85Q: 3 clusters Score -2.078297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 160660 members 
Entering Unmasked Estep 
Score: -20782972.000000 Penalty: 5953.865234
	Iteration 86Q: 3 clusters Score -2.078297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 160670 members 
Entering Unmasked Estep 
Score: -20782944.000000 Penalty: 5953.865234
	Iteration 87Q: 3 clusters Score -2.078294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 160680 members 
Entering Unmasked Estep 
Score: -20782946.000000 Penalty: 5953.865234
	Iteration 88Q: 3 clusters Score -2.078295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 160692 members 
Entering Unmasked Estep 
Score: -20782966.000000 Penalty: 5953.865234
	Iteration 89Q: 3 clusters Score -2.078297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 160699 members 
Entering Unmasked Estep 
Score: -20782962.000000 Penalty: 5953.865234
	Iteration 90Q: 3 clusters Score -2.078296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 160711 members 
Entering Unmasked Estep 
Score: -20782944.000000 Penalty: 5953.865234
	Iteration 91Q: 3 clusters Score -2.078294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 160719 members 
Entering Unmasked Estep 
Score: -20782942.000000 Penalty: 5953.865234
	Iteration 92Q: 3 clusters Score -2.078294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 160724 members 
Entering Unmasked Estep 
Score: -20782932.000000 Penalty: 5953.865234
	Iteration 93Q: 3 clusters Score -2.078293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 160728 members 
Entering Unmasked Estep 
Score: -20782948.000000 Penalty: 5953.865234
	Iteration 94Q: 3 clusters Score -2.078295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 160731 members 
Entering Unmasked Estep 
Score: -20782940.000000 Penalty: 5953.865234
	Iteration 95Q: 3 clusters Score -2.078294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 160735 members 
Entering Unmasked Estep 
Score: -20782944.000000 Penalty: 5953.865234
	Iteration 96Q: 3 clusters Score -2.078294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 160741 members 
Entering Unmasked Estep 
Score: -20782958.000000 Penalty: 5953.865234
	Iteration 97Q: 3 clusters Score -2.078296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 160743 members 
Entering Unmasked Estep 
Score: -20782938.000000 Penalty: 5953.865234
	Iteration 98Q: 3 clusters Score -2.078294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 160745 members 
Entering Unmasked Estep 
Score: -20782956.000000 Penalty: 5953.865234
	Iteration 99Q: 3 clusters Score -2.078296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 160746 members 
Entering Unmasked Estep 
Score: -20782946.000000 Penalty: 5953.865234
	Iteration 100F: 3 clusters Score -2.078295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 160748 members 
Entering Unmasked Estep 
Score: -20782948.000000 Penalty: 5953.865234
	Iteration 101Q: 3 clusters Score -2.078295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 160750 members 
Entering Unmasked Estep 
Score: -20782944.000000 Penalty: 5953.865234
	Iteration 102Q: 3 clusters Score -2.078294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 160754 members 
Entering Unmasked Estep 
Score: -20782932.000000 Penalty: 5953.865234
	Iteration 103Q: 3 clusters Score -2.078293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 160759 members 
Entering Unmasked Estep 
Score: -20782926.000000 Penalty: 5953.865234
	Iteration 104Q: 3 clusters Score -2.078293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 160762 members 
Entering Unmasked Estep 
Score: -20782928.000000 Penalty: 5953.865234
	Iteration 105Q: 3 clusters Score -2.078293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 160770 members 
Entering Unmasked Estep 
Score: -20782940.000000 Penalty: 5953.865234
	Iteration 106Q: 3 clusters Score -2.078294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 160780 members 
Entering Unmasked Estep 
Score: -20782924.000000 Penalty: 5953.865234
	Iteration 107Q: 3 clusters Score -2.078292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 160784 members 
Entering Unmasked Estep 
Score: -20782926.000000 Penalty: 5953.865234
	Iteration 108Q: 3 clusters Score -2.078293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 160791 members 
Entering Unmasked Estep 
Score: -20782922.000000 Penalty: 5953.865234
	Iteration 109Q: 3 clusters Score -2.078292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 160800 members 
Entering Unmasked Estep 
Score: -20782914.000000 Penalty: 5953.865234
	Iteration 110Q: 3 clusters Score -2.078291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 160806 members 
Entering Unmasked Estep 
Score: -20782896.000000 Penalty: 5953.865234
	Iteration 111Q: 3 clusters Score -2.07829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 160810 members 
Entering Unmasked Estep 
Score: -20782892.000000 Penalty: 5953.865234
	Iteration 112Q: 3 clusters Score -2.078289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 160817 members 
Entering Unmasked Estep 
Score: -20782886.000000 Penalty: 5953.865234
	Iteration 113Q: 3 clusters Score -2.078289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 160821 members 
Entering Unmasked Estep 
Score: -20782878.000000 Penalty: 5953.865234
	Iteration 114Q: 3 clusters Score -2.078288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 160824 members 
Entering Unmasked Estep 
Score: -20782874.000000 Penalty: 5953.865234
	Iteration 115Q: 3 clusters Score -2.078287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 160831 members 
Entering Unmasked Estep 
Score: -20782886.000000 Penalty: 5953.865234
	Iteration 116Q: 3 clusters Score -2.078289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 160835 members 
Entering Unmasked Estep 
Score: -20782888.000000 Penalty: 5953.865234
	Iteration 117Q: 3 clusters Score -2.078289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 160840 members 
Entering Unmasked Estep 
Score: -20782890.000000 Penalty: 5953.865234
	Iteration 118Q: 3 clusters Score -2.078289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 160840 members 
Entering Unmasked Estep 
Score: -20782876.000000 Penalty: 5953.865234
	Iteration 119Q: 3 clusters Score -2.078288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 160842 members 
Entering Unmasked Estep 
Score: -20782880.000000 Penalty: 5953.865234
	Iteration 120F: 3 clusters Score -2.078288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 160846 members 
Entering Unmasked Estep 
Score: -20782878.000000 Penalty: 5953.865234
	Iteration 121Q: 3 clusters Score -2.078288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 160850 members 
Entering Unmasked Estep 
Score: -20782876.000000 Penalty: 5953.865234
	Iteration 122Q: 3 clusters Score -2.078288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 160852 members 
Entering Unmasked Estep 
Score: -20782878.000000 Penalty: 5953.865234
	Iteration 123Q: 3 clusters Score -2.078288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 160852 members 
Entering Unmasked Estep 
Score: -20782878.000000 Penalty: 5953.865234
	Iteration 124F: 3 clusters Score -2.078288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Entering Unmasked Estep 
Score: -2335178.000000 Penalty: 2432.798584
	Iteration 0F: 2 clusters Score -2335178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2322225.750000 Penalty: 4865.597168
	Iteration 0F: 3 clusters Score -2322226 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2326595.000000 Penalty: 4865.597168
	Iteration 1F: 3 clusters Score -2326595 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2327135.500000 Penalty: 4865.597168
	Iteration 2F: 3 clusters Score -2327136 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2327695.250000 Penalty: 4865.597168
	Iteration 3F: 3 clusters Score -2327695 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2328297.000000 Penalty: 4865.597168
	Iteration 4F: 3 clusters Score -2328297 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2328992.000000 Penalty: 4865.597168
	Iteration 5F: 3 clusters Score -2328992 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2329814.000000 Penalty: 4865.597168
	Iteration 6F: 3 clusters Score -2329814 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2330757.750000 Penalty: 4865.597168
	Iteration 7F: 3 clusters Score -2330758 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2331637.500000 Penalty: 4865.597168
	Iteration 8Q: 3 clusters Score -2331638 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2332296.750000 Penalty: 4865.597168
	Iteration 9Q: 3 clusters Score -2332297 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2332694.500000 Penalty: 4865.597168
	Iteration 10Q: 3 clusters Score -2332694 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2332893.500000 Penalty: 4865.597168
	Iteration 11Q: 3 clusters Score -2332894 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2332954.000000 Penalty: 4865.597168
	Iteration 12Q: 3 clusters Score -2332954 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2332990.250000 Penalty: 4865.597168
	Iteration 13Q: 3 clusters Score -2332990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2333021.750000 Penalty: 4865.597168
	Iteration 14Q: 3 clusters Score -2333022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2333045.250000 Penalty: 4865.597168
	Iteration 15Q: 3 clusters Score -2333045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2333059.000000 Penalty: 4865.597168
	Iteration 16Q: 3 clusters Score -2333059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2333073.500000 Penalty: 4865.597168
	Iteration 17Q: 3 clusters Score -2333074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2333082.000000 Penalty: 4865.597168
	Iteration 18Q: 3 clusters Score -2333082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2333087.500000 Penalty: 4865.597168
	Iteration 19Q: 3 clusters Score -2333088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2333097.000000 Penalty: 4865.597168
	Iteration 20F: 3 clusters Score -2333097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2333095.000000 Penalty: 4865.597168
	Iteration 21Q: 3 clusters Score -2333095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2333102.250000 Penalty: 4865.597168
	Iteration 22Q: 3 clusters Score -2333102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2333103.750000 Penalty: 4865.597168
	Iteration 23Q: 3 clusters Score -2333104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2333106.500000 Penalty: 4865.597168
	Iteration 24Q: 3 clusters Score -2333106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2333106.000000 Penalty: 4865.597168
	Iteration 25Q: 3 clusters Score -2333106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2333107.250000 Penalty: 4865.597168
	Iteration 26Q: 3 clusters Score -2333107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2333108.500000 Penalty: 4865.597168
	Iteration 27Q: 3 clusters Score -2333108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2333112.750000 Penalty: 4865.597168
	Iteration 28Q: 3 clusters Score -2333113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2333112.000000 Penalty: 4865.597168
	Iteration 29Q: 3 clusters Score -2333112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2333112.750000 Penalty: 4865.597168
	Iteration 30Q: 3 clusters Score -2333113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2333118.250000 Penalty: 4865.597168
	Iteration 31Q: 3 clusters Score -2333118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2333117.500000 Penalty: 4865.597168
	Iteration 32Q: 3 clusters Score -2333118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2333116.500000 Penalty: 4865.597168
	Iteration 33Q: 3 clusters Score -2333116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2333119.750000 Penalty: 4865.597168
	Iteration 34Q: 3 clusters Score -2333120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2333126.750000 Penalty: 4865.597168
	Iteration 35Q: 3 clusters Score -2333127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2333127.000000 Penalty: 4865.597168
	Iteration 36Q: 3 clusters Score -2333127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2333127.500000 Penalty: 4865.597168
	Iteration 37Q: 3 clusters Score -2333128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2333129.000000 Penalty: 4865.597168
	Iteration 38Q: 3 clusters Score -2333129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2333128.750000 Penalty: 4865.597168
	Iteration 39Q: 3 clusters Score -2333129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2333130.000000 Penalty: 4865.597168
	Iteration 40F: 3 clusters Score -2333130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 155816 members 
Mstep: Class 2 contains 4146 members 
Mstep: Class 3 contains 160747 members 
Mstep: Class 4 contains 8249 members 
Mstep: Class 5 contains 4486 members 
Mstep: Class 6 contains 14949 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 1218 members 
Mstep: Class 9 contains 9251 members 
Mstep: Class 10 contains 163861 members 
Mstep: Class 11 contains 108615 members 
Mstep: Class 12 contains 69264 members 
Mstep: Class 13 contains 79819 members 
Mstep: Class 14 contains 1291 members 
Mstep: Class 16 contains 165741 members 
Mstep: Class 17 contains 160247 members 
Mstep: Class 18 contains 163368 members 
Mstep: Class 19 contains 18209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161296224.000000 Penalty: 69791.640625
Iteration 79Q: 21 clusters Score -1.612962e+08 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 154831 members 
Mstep: Class 2 contains 4145 members 
Mstep: Class 3 contains 160820 members 
Mstep: Class 4 contains 8256 members 
Mstep: Class 5 contains 4567 members 
Mstep: Class 6 contains 15189 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 1217 members 
Mstep: Class 9 contains 9243 members 
Mstep: Class 10 contains 164108 members 
Mstep: Class 11 contains 108380 members 
Mstep: Class 12 contains 69314 members 
Mstep: Class 13 contains 79836 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 512 members 
Mstep: Class 16 contains 165601 members 
Mstep: Class 17 contains 160409 members 
Mstep: Class 18 contains 163501 members 
Mstep: Class 19 contains 18567 members 
Mstep: Class 20 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161296368.000000 Penalty: 69791.640625
Iteration 80F: 21 clusters Score -1.612964e+08 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 154049 members 
Mstep: Class 2 contains 4142 members 
Mstep: Class 3 contains 160890 members 
Mstep: Class 4 contains 8261 members 
Mstep: Class 5 contains 4665 members 
Mstep: Class 6 contains 15432 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 9238 members 
Mstep: Class 10 contains 164250 members 
Mstep: Class 11 contains 108213 members 
Mstep: Class 12 contains 69347 members 
Mstep: Class 13 contains 79851 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 15 contains 525 members 
Mstep: Class 16 contains 165461 members 
Mstep: Class 17 contains 160487 members 
Mstep: Class 18 contains 163557 members 
Mstep: Class 19 contains 18926 members 
Mstep: Class 20 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161296528.000000 Penalty: 69791.640625
Iteration 81Q: 21 clusters Score -1.612965e+08 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 153475 members 
Mstep: Class 2 contains 4142 members 
Mstep: Class 3 contains 160926 members 
Mstep: Class 4 contains 8269 members 
Mstep: Class 5 contains 4762 members 
Mstep: Class 6 contains 15657 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 9 contains 9235 members 
Mstep: Class 10 contains 164351 members 
Mstep: Class 11 contains 108033 members 
Mstep: Class 12 contains 69365 members 
Mstep: Class 13 contains 79874 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 528 members 
Mstep: Class 16 contains 165290 members 
Mstep: Class 17 contains 160522 members 
Mstep: Class 18 contains 163581 members 
Mstep: Class 19 contains 19288 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161296560.000000 Penalty: 69791.640625
Iteration 82Q: 21 clusters Score -1.612966e+08 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 153139 members 
Mstep: Class 2 contains 4141 members 
Mstep: Class 3 contains 160941 members 
Mstep: Class 4 contains 8272 members 
Mstep: Class 5 contains 4864 members 
Mstep: Class 6 contains 15886 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 9242 members 
Mstep: Class 10 contains 164496 members 
Mstep: Class 11 contains 107872 members 
Mstep: Class 12 contains 69395 members 
Mstep: Class 13 contains 79874 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 164986 members 
Mstep: Class 17 contains 160467 members 
Mstep: Class 18 contains 163510 members 
Mstep: Class 19 contains 19683 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161296912.000000 Penalty: 69791.640625
Iteration 83Q: 21 clusters Score -1.612969e+08 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 153009 members 
Mstep: Class 2 contains 4141 members 
Mstep: Class 3 contains 160965 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 4953 members 
Mstep: Class 6 contains 16109 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 9 contains 9242 members 
Mstep: Class 10 contains 164516 members 
Mstep: Class 11 contains 107707 members 
Mstep: Class 12 contains 69434 members 
Mstep: Class 13 contains 79869 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 164773 members 
Mstep: Class 17 contains 160326 members 
Mstep: Class 18 contains 163342 members 
Mstep: Class 19 contains 20106 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297232.000000 Penalty: 69791.640625
Iteration 84Q: 21 clusters Score -1.612972e+08 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152921 members 
Mstep: Class 2 contains 4141 members 
Mstep: Class 3 contains 160967 members 
Mstep: Class 4 contains 8279 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 16283 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 9235 members 
Mstep: Class 10 contains 164555 members 
Mstep: Class 11 contains 107545 members 
Mstep: Class 12 contains 69472 members 
Mstep: Class 13 contains 79856 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 164602 members 
Mstep: Class 17 contains 160172 members 
Mstep: Class 18 contains 163139 members 
Mstep: Class 19 contains 20537 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297168.000000 Penalty: 69791.640625
Iteration 85Q: 21 clusters Score -1.612972e+08 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152866 members 
Mstep: Class 2 contains 4141 members 
Mstep: Class 3 contains 160921 members 
Mstep: Class 4 contains 8285 members 
Mstep: Class 5 contains 5153 members 
Mstep: Class 6 contains 16499 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 9240 members 
Mstep: Class 10 contains 164511 members 
Mstep: Class 11 contains 107443 members 
Mstep: Class 12 contains 69493 members 
Mstep: Class 13 contains 79855 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 164442 members 
Mstep: Class 17 contains 159980 members 
Mstep: Class 18 contains 162934 members 
Mstep: Class 19 contains 21006 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297280.000000 Penalty: 69791.640625
Iteration 86Q: 21 clusters Score -1.612973e+08 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152802 members 
Mstep: Class 2 contains 4141 members 
Mstep: Class 3 contains 160885 members 
Mstep: Class 4 contains 8287 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 16675 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 9239 members 
Mstep: Class 10 contains 164445 members 
Mstep: Class 11 contains 107363 members 
Mstep: Class 12 contains 69500 members 
Mstep: Class 13 contains 79844 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 164430 members 
Mstep: Class 17 contains 159762 members 
Mstep: Class 18 contains 162645 members 
Mstep: Class 19 contains 21494 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297312.000000 Penalty: 69791.640625
Iteration 87Q: 21 clusters Score -1.612973e+08 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152792 members 
Mstep: Class 2 contains 4140 members 
Mstep: Class 3 contains 160818 members 
Mstep: Class 4 contains 8287 members 
Mstep: Class 5 contains 5398 members 
Mstep: Class 6 contains 16877 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1213 members 
Mstep: Class 9 contains 9232 members 
Mstep: Class 10 contains 164356 members 
Mstep: Class 11 contains 107271 members 
Mstep: Class 12 contains 69515 members 
Mstep: Class 13 contains 79828 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 164353 members 
Mstep: Class 17 contains 159562 members 
Mstep: Class 18 contains 162339 members 
Mstep: Class 19 contains 22003 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297664.000000 Penalty: 69791.640625
Iteration 88Q: 21 clusters Score -1.612977e+08 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152862 members 
Mstep: Class 2 contains 4140 members 
Mstep: Class 3 contains 160762 members 
Mstep: Class 4 contains 8286 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 17025 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 9 contains 9232 members 
Mstep: Class 10 contains 164260 members 
Mstep: Class 11 contains 107165 members 
Mstep: Class 12 contains 69519 members 
Mstep: Class 13 contains 79808 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 164316 members 
Mstep: Class 17 contains 159369 members 
Mstep: Class 18 contains 162033 members 
Mstep: Class 19 contains 22475 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298144.000000 Penalty: 69791.640625
Iteration 89Q: 21 clusters Score -1.612981e+08 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152932 members 
Mstep: Class 2 contains 4139 members 
Mstep: Class 3 contains 160671 members 
Mstep: Class 4 contains 8287 members 
Mstep: Class 5 contains 5657 members 
Mstep: Class 6 contains 17161 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 9231 members 
Mstep: Class 10 contains 164204 members 
Mstep: Class 11 contains 107073 members 
Mstep: Class 12 contains 69518 members 
Mstep: Class 13 contains 79794 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 164260 members 
Mstep: Class 17 contains 159218 members 
Mstep: Class 18 contains 161683 members 
Mstep: Class 19 contains 22941 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298704.000000 Penalty: 69791.640625
Iteration 90Q: 21 clusters Score -1.612987e+08 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152967 members 
Mstep: Class 2 contains 4139 members 
Mstep: Class 3 contains 160594 members 
Mstep: Class 4 contains 8286 members 
Mstep: Class 5 contains 5814 members 
Mstep: Class 6 contains 17292 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1215 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 10 contains 164117 members 
Mstep: Class 11 contains 107012 members 
Mstep: Class 12 contains 69511 members 
Mstep: Class 13 contains 79796 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 164149 members 
Mstep: Class 17 contains 159094 members 
Mstep: Class 18 contains 161413 members 
Mstep: Class 19 contains 23359 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298960.000000 Penalty: 69791.640625
Iteration 91Q: 21 clusters Score -1.61299e+08 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152964 members 
Mstep: Class 2 contains 4139 members 
Mstep: Class 3 contains 160556 members 
Mstep: Class 4 contains 8284 members 
Mstep: Class 5 contains 5982 members 
Mstep: Class 6 contains 17427 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 9 contains 9221 members 
Mstep: Class 10 contains 163978 members 
Mstep: Class 11 contains 106935 members 
Mstep: Class 12 contains 69491 members 
Mstep: Class 13 contains 79790 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 164117 members 
Mstep: Class 17 contains 158975 members 
Mstep: Class 18 contains 161148 members 
Mstep: Class 19 contains 23763 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299072.000000 Penalty: 69791.640625
Iteration 92Q: 21 clusters Score -1.612991e+08 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152922 members 
Mstep: Class 2 contains 4139 members 
Mstep: Class 3 contains 160518 members 
Mstep: Class 4 contains 8283 members 
Mstep: Class 5 contains 6173 members 
Mstep: Class 6 contains 17553 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1213 members 
Mstep: Class 9 contains 9215 members 
Mstep: Class 10 contains 163871 members 
Mstep: Class 11 contains 106859 members 
Mstep: Class 12 contains 69471 members 
Mstep: Class 13 contains 79799 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 164056 members 
Mstep: Class 17 contains 158838 members 
Mstep: Class 18 contains 160866 members 
Mstep: Class 19 contains 24208 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299488.000000 Penalty: 69791.640625
Iteration 93Q: 21 clusters Score -1.612995e+08 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152867 members 
Mstep: Class 2 contains 4139 members 
Mstep: Class 3 contains 160484 members 
Mstep: Class 4 contains 8282 members 
Mstep: Class 5 contains 6350 members 
Mstep: Class 6 contains 17677 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1212 members 
Mstep: Class 9 contains 9211 members 
Mstep: Class 10 contains 163764 members 
Mstep: Class 11 contains 106805 members 
Mstep: Class 12 contains 69458 members 
Mstep: Class 13 contains 79815 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 164017 members 
Mstep: Class 17 contains 158702 members 
Mstep: Class 18 contains 160566 members 
Mstep: Class 19 contains 24635 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299840.000000 Penalty: 69791.640625
Iteration 94Q: 21 clusters Score -1.612998e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152807 members 
Mstep: Class 2 contains 4139 members 
Mstep: Class 3 contains 160445 members 
Mstep: Class 4 contains 8281 members 
Mstep: Class 5 contains 6529 members 
Mstep: Class 6 contains 17786 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1213 members 
Mstep: Class 9 contains 9203 members 
Mstep: Class 10 contains 163667 members 
Mstep: Class 11 contains 106721 members 
Mstep: Class 12 contains 69437 members 
Mstep: Class 13 contains 79810 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 164027 members 
Mstep: Class 17 contains 158546 members 
Mstep: Class 18 contains 160325 members 
Mstep: Class 19 contains 25048 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300144.000000 Penalty: 69791.640625
Iteration 95Q: 21 clusters Score -1.613001e+08 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152721 members 
Mstep: Class 2 contains 4139 members 
Mstep: Class 3 contains 160379 members 
Mstep: Class 4 contains 8281 members 
Mstep: Class 5 contains 6719 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1212 members 
Mstep: Class 9 contains 9202 members 
Mstep: Class 10 contains 163570 members 
Mstep: Class 11 contains 106630 members 
Mstep: Class 12 contains 69423 members 
Mstep: Class 13 contains 79826 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 163953 members 
Mstep: Class 17 contains 158424 members 
Mstep: Class 18 contains 160103 members 
Mstep: Class 19 contains 25504 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300256.000000 Penalty: 69791.640625
Iteration 96Q: 21 clusters Score -1.613003e+08 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152670 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 160353 members 
Mstep: Class 4 contains 8281 members 
Mstep: Class 5 contains 6895 members 
Mstep: Class 6 contains 18002 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1212 members 
Mstep: Class 9 contains 9192 members 
Mstep: Class 10 contains 163435 members 
Mstep: Class 11 contains 106535 members 
Mstep: Class 12 contains 69412 members 
Mstep: Class 13 contains 79826 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 163841 members 
Mstep: Class 17 contains 158315 members 
Mstep: Class 18 contains 159911 members 
Mstep: Class 19 contains 25967 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300352.000000 Penalty: 69791.640625
Iteration 97Q: 21 clusters Score -1.613004e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152626 members 
Mstep: Class 2 contains 4136 members 
Mstep: Class 3 contains 160310 members 
Mstep: Class 4 contains 8281 members 
Mstep: Class 5 contains 7081 members 
Mstep: Class 6 contains 18102 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1212 members 
Mstep: Class 9 contains 9186 members 
Mstep: Class 10 contains 163306 members 
Mstep: Class 11 contains 106438 members 
Mstep: Class 12 contains 69412 members 
Mstep: Class 13 contains 79836 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 163725 members 
Mstep: Class 17 contains 158236 members 
Mstep: Class 18 contains 159674 members 
Mstep: Class 19 contains 26423 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300608.000000 Penalty: 69791.640625
Iteration 98Q: 21 clusters Score -1.613006e+08 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152620 members 
Mstep: Class 2 contains 4135 members 
Mstep: Class 3 contains 160257 members 
Mstep: Class 4 contains 8280 members 
Mstep: Class 5 contains 7263 members 
Mstep: Class 6 contains 18180 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1211 members 
Mstep: Class 9 contains 9179 members 
Mstep: Class 10 contains 163156 members 
Mstep: Class 11 contains 106353 members 
Mstep: Class 12 contains 69410 members 
Mstep: Class 13 contains 79830 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 163580 members 
Mstep: Class 17 contains 158138 members 
Mstep: Class 18 contains 159501 members 
Mstep: Class 19 contains 26891 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300848.000000 Penalty: 69791.640625
Iteration 99Q: 21 clusters Score -1.613008e+08 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152569 members 
Mstep: Class 2 contains 4134 members 
Mstep: Class 3 contains 160179 members 
Mstep: Class 4 contains 8280 members 
Mstep: Class 5 contains 7482 members 
Mstep: Class 6 contains 18270 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1211 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 163014 members 
Mstep: Class 11 contains 106246 members 
Mstep: Class 12 contains 69418 members 
Mstep: Class 13 contains 79816 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 163495 members 
Mstep: Class 17 contains 157993 members 
Mstep: Class 18 contains 159328 members 
Mstep: Class 19 contains 27378 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301376.000000 Penalty: 69791.640625
Iteration 100F: 21 clusters Score -1.613014e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152521 members 
Mstep: Class 2 contains 4135 members 
Mstep: Class 3 contains 160116 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 7741 members 
Mstep: Class 6 contains 18332 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1211 members 
Mstep: Class 9 contains 9159 members 
Mstep: Class 10 contains 162831 members 
Mstep: Class 11 contains 106131 members 
Mstep: Class 12 contains 69405 members 
Mstep: Class 13 contains 79799 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 163450 members 
Mstep: Class 17 contains 157831 members 
Mstep: Class 18 contains 159210 members 
Mstep: Class 19 contains 27835 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301984.000000 Penalty: 69791.640625
Iteration 101Q: 21 clusters Score -1.61302e+08 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152435 members 
Mstep: Class 2 contains 4135 members 
Mstep: Class 3 contains 160079 members 
Mstep: Class 4 contains 8276 members 
Mstep: Class 5 contains 8027 members 
Mstep: Class 6 contains 18390 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1211 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 162668 members 
Mstep: Class 11 contains 106003 members 
Mstep: Class 12 contains 69386 members 
Mstep: Class 13 contains 79778 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 163411 members 
Mstep: Class 17 contains 157680 members 
Mstep: Class 18 contains 159063 members 
Mstep: Class 19 contains 28297 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302272.000000 Penalty: 69791.640625
Iteration 102Q: 21 clusters Score -1.613023e+08 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152328 members 
Mstep: Class 2 contains 4135 members 
Mstep: Class 3 contains 160010 members 
Mstep: Class 4 contains 8274 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 18456 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1210 members 
Mstep: Class 9 contains 9132 members 
Mstep: Class 10 contains 162500 members 
Mstep: Class 11 contains 105866 members 
Mstep: Class 12 contains 69358 members 
Mstep: Class 13 contains 79753 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 163411 members 
Mstep: Class 17 contains 157537 members 
Mstep: Class 18 contains 158948 members 
Mstep: Class 19 contains 28775 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302304.000000 Penalty: 69791.640625
Iteration 103Q: 21 clusters Score -1.613023e+08 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152237 members 
Mstep: Class 2 contains 4134 members 
Mstep: Class 3 contains 159943 members 
Mstep: Class 4 contains 8274 members 
Mstep: Class 5 contains 8570 members 
Mstep: Class 6 contains 18501 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1211 members 
Mstep: Class 9 contains 9126 members 
Mstep: Class 10 contains 162300 members 
Mstep: Class 11 contains 105712 members 
Mstep: Class 12 contains 69333 members 
Mstep: Class 13 contains 79735 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 163427 members 
Mstep: Class 17 contains 157407 members 
Mstep: Class 18 contains 158844 members 
Mstep: Class 19 contains 29230 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302720.000000 Penalty: 69791.640625
Iteration 104Q: 21 clusters Score -1.613027e+08 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152136 members 
Mstep: Class 2 contains 4136 members 
Mstep: Class 3 contains 159879 members 
Mstep: Class 4 contains 8272 members 
Mstep: Class 5 contains 8863 members 
Mstep: Class 6 contains 18548 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1210 members 
Mstep: Class 9 contains 9116 members 
Mstep: Class 10 contains 162117 members 
Mstep: Class 11 contains 105562 members 
Mstep: Class 12 contains 69323 members 
Mstep: Class 13 contains 79715 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 163424 members 
Mstep: Class 17 contains 157247 members 
Mstep: Class 18 contains 158716 members 
Mstep: Class 19 contains 29720 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302912.000000 Penalty: 69791.640625
Iteration 105Q: 21 clusters Score -1.613029e+08 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152071 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 159798 members 
Mstep: Class 4 contains 8269 members 
Mstep: Class 5 contains 9183 members 
Mstep: Class 6 contains 18594 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1209 members 
Mstep: Class 9 contains 9105 members 
Mstep: Class 10 contains 161923 members 
Mstep: Class 11 contains 105426 members 
Mstep: Class 12 contains 69315 members 
Mstep: Class 13 contains 79698 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 163422 members 
Mstep: Class 17 contains 157058 members 
Mstep: Class 18 contains 158556 members 
Mstep: Class 19 contains 30219 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302784.000000 Penalty: 69791.640625
Iteration 106Q: 21 clusters Score -1.613028e+08 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152011 members 
Mstep: Class 2 contains 4139 members 
Mstep: Class 3 contains 159750 members 
Mstep: Class 4 contains 8266 members 
Mstep: Class 5 contains 9546 members 
Mstep: Class 6 contains 18643 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1210 members 
Mstep: Class 9 contains 9096 members 
Mstep: Class 10 contains 161724 members 
Mstep: Class 11 contains 105300 members 
Mstep: Class 12 contains 69302 members 
Mstep: Class 13 contains 79686 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 163422 members 
Mstep: Class 17 contains 156851 members 
Mstep: Class 18 contains 158305 members 
Mstep: Class 19 contains 30733 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303184.000000 Penalty: 69791.640625
Iteration 107Q: 21 clusters Score -1.613032e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 151922 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 159654 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 9862 members 
Mstep: Class 6 contains 18680 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1209 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 161554 members 
Mstep: Class 11 contains 105203 members 
Mstep: Class 12 contains 69273 members 
Mstep: Class 13 contains 79672 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 163380 members 
Mstep: Class 17 contains 156690 members 
Mstep: Class 18 contains 158158 members 
Mstep: Class 19 contains 31230 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303536.000000 Penalty: 69791.640625
Iteration 108Q: 21 clusters Score -1.613035e+08 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 151783 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 159580 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 10175 members 
Mstep: Class 6 contains 18714 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1209 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 161428 members 
Mstep: Class 11 contains 105146 members 
Mstep: Class 12 contains 69228 members 
Mstep: Class 13 contains 79650 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 163275 members 
Mstep: Class 17 contains 156507 members 
Mstep: Class 18 contains 158034 members 
Mstep: Class 19 contains 31757 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304048.000000 Penalty: 69791.640625
Iteration 109Q: 21 clusters Score -1.61304e+08 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 151601 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 159508 members 
Mstep: Class 4 contains 8259 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 18739 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1209 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 161329 members 
Mstep: Class 11 contains 105073 members 
Mstep: Class 12 contains 69177 members 
Mstep: Class 13 contains 79630 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 163156 members 
Mstep: Class 17 contains 156331 members 
Mstep: Class 18 contains 157938 members 
Mstep: Class 19 contains 32272 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304448.000000 Penalty: 69791.640625
Iteration 110Q: 21 clusters Score -1.613044e+08 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 151398 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 159388 members 
Mstep: Class 4 contains 8254 members 
Mstep: Class 5 contains 10910 members 
Mstep: Class 6 contains 18776 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 161194 members 
Mstep: Class 11 contains 105001 members 
Mstep: Class 12 contains 69144 members 
Mstep: Class 13 contains 79634 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 163046 members 
Mstep: Class 17 contains 156169 members 
Mstep: Class 18 contains 157847 members 
Mstep: Class 19 contains 32777 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305008.000000 Penalty: 69791.640625
Iteration 111Q: 21 clusters Score -1.61305e+08 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 151183 members 
Mstep: Class 2 contains 4136 members 
Mstep: Class 3 contains 159269 members 
Mstep: Class 4 contains 8251 members 
Mstep: Class 5 contains 11276 members 
Mstep: Class 6 contains 18797 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 9102 members 
Mstep: Class 10 contains 161084 members 
Mstep: Class 11 contains 104909 members 
Mstep: Class 12 contains 69085 members 
Mstep: Class 13 contains 79620 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 162948 members 
Mstep: Class 17 contains 155994 members 
Mstep: Class 18 contains 157859 members 
Mstep: Class 19 contains 33263 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305088.000000 Penalty: 69791.640625
Iteration 112Q: 21 clusters Score -1.613051e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 150991 members 
Mstep: Class 2 contains 4135 members 
Mstep: Class 3 contains 159173 members 
Mstep: Class 4 contains 8245 members 
Mstep: Class 5 contains 11676 members 
Mstep: Class 6 contains 18803 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 160976 members 
Mstep: Class 11 contains 104824 members 
Mstep: Class 12 contains 69047 members 
Mstep: Class 13 contains 79614 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 162802 members 
Mstep: Class 17 contains 155783 members 
Mstep: Class 18 contains 157877 members 
Mstep: Class 19 contains 33724 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305760.000000 Penalty: 69791.640625
Iteration 113Q: 21 clusters Score -1.613058e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 150797 members 
Mstep: Class 2 contains 4134 members 
Mstep: Class 3 contains 159076 members 
Mstep: Class 4 contains 8239 members 
Mstep: Class 5 contains 12047 members 
Mstep: Class 6 contains 18829 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 160886 members 
Mstep: Class 11 contains 104745 members 
Mstep: Class 12 contains 69015 members 
Mstep: Class 13 contains 79607 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 162630 members 
Mstep: Class 17 contains 155583 members 
Mstep: Class 18 contains 157822 members 
Mstep: Class 19 contains 34260 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305856.000000 Penalty: 69791.640625
Iteration 114Q: 21 clusters Score -1.613059e+08 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 150603 members 
Mstep: Class 2 contains 4134 members 
Mstep: Class 3 contains 158993 members 
Mstep: Class 4 contains 8233 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 18864 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 9110 members 
Mstep: Class 10 contains 160780 members 
Mstep: Class 11 contains 104652 members 
Mstep: Class 12 contains 68974 members 
Mstep: Class 13 contains 79576 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 162447 members 
Mstep: Class 17 contains 155370 members 
Mstep: Class 18 contains 157787 members 
Mstep: Class 19 contains 34816 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306240.000000 Penalty: 69791.640625
Iteration 115Q: 21 clusters Score -1.613062e+08 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 150427 members 
Mstep: Class 2 contains 4132 members 
Mstep: Class 3 contains 158900 members 
Mstep: Class 4 contains 8226 members 
Mstep: Class 5 contains 12836 members 
Mstep: Class 6 contains 18898 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 9110 members 
Mstep: Class 10 contains 160720 members 
Mstep: Class 11 contains 104527 members 
Mstep: Class 12 contains 68933 members 
Mstep: Class 13 contains 79560 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 162213 members 
Mstep: Class 17 contains 155188 members 
Mstep: Class 18 contains 157730 members 
Mstep: Class 19 contains 35376 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306272.000000 Penalty: 69791.640625
Iteration 116Q: 21 clusters Score -1.613063e+08 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 150309 members 
Mstep: Class 2 contains 4131 members 
Mstep: Class 3 contains 158785 members 
Mstep: Class 4 contains 8218 members 
Mstep: Class 5 contains 13246 members 
Mstep: Class 6 contains 18926 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 9111 members 
Mstep: Class 10 contains 160626 members 
Mstep: Class 11 contains 104425 members 
Mstep: Class 12 contains 68918 members 
Mstep: Class 13 contains 79557 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 161981 members 
Mstep: Class 17 contains 154992 members 
Mstep: Class 18 contains 157615 members 
Mstep: Class 19 contains 35936 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306576.000000 Penalty: 69791.640625
Iteration 117Q: 21 clusters Score -1.613066e+08 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 150199 members 
Mstep: Class 2 contains 4131 members 
Mstep: Class 3 contains 158670 members 
Mstep: Class 4 contains 8210 members 
Mstep: Class 5 contains 13619 members 
Mstep: Class 6 contains 18956 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 1207 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 160517 members 
Mstep: Class 11 contains 104304 members 
Mstep: Class 12 contains 68915 members 
Mstep: Class 13 contains 79548 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 161749 members 
Mstep: Class 17 contains 154832 members 
Mstep: Class 18 contains 157495 members 
Mstep: Class 19 contains 36533 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161307088.000000 Penalty: 69791.640625
Iteration 118Q: 21 clusters Score -1.613071e+08 nChanged 2903
Entering ConstructFrom: 
Score: -161307088.000000 Penalty: 69791.640625
Entering ConstructFrom: 
Trying to split cluster 1 (150076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150076 members 
Entering Unmasked Estep 
Score: -19094426.000000 Penalty: 2955.886475
	Iteration 0F: 2 clusters Score -1.909443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74820 members 
Mstep: Class 2 contains 75256 members 
Entering Unmasked Estep 
Score: -18996168.000000 Penalty: 5911.772949
	Iteration 0F: 3 clusters Score -1.899617e+07 nChanged 71774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
Score: -19037330.000000 Penalty: 5911.772949
	Iteration 1F: 3 clusters Score -1.903733e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 80075 members 
Entering Unmasked Estep 
Score: -19038548.000000 Penalty: 5911.772949
	Iteration 2Q: 3 clusters Score -1.903855e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66609 members 
Mstep: Class 2 contains 83467 members 
Entering Unmasked Estep 
Score: -19040400.000000 Penalty: 5911.772949
	Iteration 3Q: 3 clusters Score -1.90404e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 88439 members 
Entering Unmasked Estep 
Score: -19043312.000000 Penalty: 5911.772949
	Iteration 4Q: 3 clusters Score -1.904331e+07 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 95690 members 
Entering Unmasked Estep 
Score: -19048146.000000 Penalty: 5911.772949
	Iteration 5F: 3 clusters Score -1.904815e+07 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 105470 members 
Entering Unmasked Estep 
Score: -19056310.000000 Penalty: 5911.772949
	Iteration 6F: 3 clusters Score -1.905631e+07 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 116388 members 
Entering Unmasked Estep 
Score: -19066934.000000 Penalty: 5911.772949
	Iteration 7F: 3 clusters Score -1.906693e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 126077 members 
Entering Unmasked Estep 
Score: -19077026.000000 Penalty: 5911.772949
	Iteration 8F: 3 clusters Score -1.907703e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 132743 members 
Entering Unmasked Estep 
Score: -19084020.000000 Penalty: 5911.772949
	Iteration 9F: 3 clusters Score -1.908402e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 136709 members 
Entering Unmasked Estep 
Score: -19088014.000000 Penalty: 5911.772949
	Iteration 10Q: 3 clusters Score -1.908801e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 139027 members 
Entering Unmasked Estep 
Score: -19090154.000000 Penalty: 5911.772949
	Iteration 11Q: 3 clusters Score -1.909015e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 140553 members 
Entering Unmasked Estep 
Score: -19091244.000000 Penalty: 5911.772949
	Iteration 12Q: 3 clusters Score -1.909124e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 141738 members 
Entering Unmasked Estep 
Score: -19091930.000000 Penalty: 5911.772949
	Iteration 13Q: 3 clusters Score -1.909193e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 142688 members 
Entering Unmasked Estep 
Score: -19092322.000000 Penalty: 5911.772949
	Iteration 14Q: 3 clusters Score -1.909232e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 143468 members 
Entering Unmasked Estep 
Score: -19092710.000000 Penalty: 5911.772949
	Iteration 15Q: 3 clusters Score -1.909271e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 144092 members 
Entering Unmasked Estep 
Score: -19092874.000000 Penalty: 5911.772949
	Iteration 16Q: 3 clusters Score -1.909287e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 144580 members 
Entering Unmasked Estep 
Score: -19093018.000000 Penalty: 5911.772949
	Iteration 17Q: 3 clusters Score -1.909302e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 144986 members 
Entering Unmasked Estep 
Score: -19093112.000000 Penalty: 5911.772949
	Iteration 18Q: 3 clusters Score -1.909311e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 145367 members 
Entering Unmasked Estep 
Score: -19093212.000000 Penalty: 5911.772949
	Iteration 19Q: 3 clusters Score -1.909321e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 145673 members 
Entering Unmasked Estep 
Score: -19093272.000000 Penalty: 5911.772949
	Iteration 20F: 3 clusters Score -1.909327e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 145900 members 
Entering Unmasked Estep 
Score: -19093316.000000 Penalty: 5911.772949
	Iteration 21Q: 3 clusters Score -1.909332e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 146079 members 
Entering Unmasked Estep 
Score: -19093310.000000 Penalty: 5911.772949
	Iteration 22Q: 3 clusters Score -1.909331e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 146224 members 
Entering Unmasked Estep 
Score: -19093370.000000 Penalty: 5911.772949
	Iteration 23Q: 3 clusters Score -1.909337e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 146358 members 
Entering Unmasked Estep 
Score: -19093390.000000 Penalty: 5911.772949
	Iteration 24Q: 3 clusters Score -1.909339e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 146467 members 
Entering Unmasked Estep 
Score: -19093424.000000 Penalty: 5911.772949
	Iteration 25Q: 3 clusters Score -1.909342e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 146543 members 
Entering Unmasked Estep 
Score: -19093420.000000 Penalty: 5911.772949
	Iteration 26Q: 3 clusters Score -1.909342e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 146612 members 
Entering Unmasked Estep 
Score: -19093424.000000 Penalty: 5911.772949
	Iteration 27Q: 3 clusters Score -1.909342e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 146671 members 
Entering Unmasked Estep 
Score: -19093408.000000 Penalty: 5911.772949
	Iteration 28Q: 3 clusters Score -1.909341e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 146722 members 
Entering Unmasked Estep 
Score: -19093422.000000 Penalty: 5911.772949
	Iteration 29Q: 3 clusters Score -1.909342e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 146772 members 
Entering Unmasked Estep 
Score: -19093436.000000 Penalty: 5911.772949
	Iteration 30Q: 3 clusters Score -1.909344e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 146813 members 
Entering Unmasked Estep 
Score: -19093418.000000 Penalty: 5911.772949
	Iteration 31Q: 3 clusters Score -1.909342e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 146844 members 
Entering Unmasked Estep 
Score: -19093392.000000 Penalty: 5911.772949
	Iteration 32Q: 3 clusters Score -1.909339e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 146878 members 
Entering Unmasked Estep 
Score: -19093374.000000 Penalty: 5911.772949
	Iteration 33Q: 3 clusters Score -1.909337e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 146906 members 
Entering Unmasked Estep 
Score: -19093388.000000 Penalty: 5911.772949
	Iteration 34Q: 3 clusters Score -1.909339e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 146937 members 
Entering Unmasked Estep 
Score: -19093362.000000 Penalty: 5911.772949
	Iteration 35Q: 3 clusters Score -1.909336e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 146962 members 
Entering Unmasked Estep 
Score: -19093358.000000 Penalty: 5911.772949
	Iteration 36Q: 3 clusters Score -1.909336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 146983 members 
Entering Unmasked Estep 
Score: -19093354.000000 Penalty: 5911.772949
	Iteration 37Q: 3 clusters Score -1.909335e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 147007 members 
Entering Unmasked Estep 
Score: -19093350.000000 Penalty: 5911.772949
	Iteration 38Q: 3 clusters Score -1.909335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 147023 members 
Entering Unmasked Estep 
Score: -19093338.000000 Penalty: 5911.772949
	Iteration 39Q: 3 clusters Score -1.909334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 147042 members 
Entering Unmasked Estep 
Score: -19093328.000000 Penalty: 5911.772949
	Iteration 40F: 3 clusters Score -1.909333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 147054 members 
Entering Unmasked Estep 
Score: -19093314.000000 Penalty: 5911.772949
	Iteration 41Q: 3 clusters Score -1.909331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 147061 members 
Entering Unmasked Estep 
Score: -19093306.000000 Penalty: 5911.772949
	Iteration 42Q: 3 clusters Score -1.909331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 147073 members 
Entering Unmasked Estep 
Score: -19093296.000000 Penalty: 5911.772949
	Iteration 43Q: 3 clusters Score -1.90933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 147080 members 
Entering Unmasked Estep 
Score: -19093322.000000 Penalty: 5911.772949
	Iteration 44Q: 3 clusters Score -1.909332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 147085 members 
Entering Unmasked Estep 
Score: -19093312.000000 Penalty: 5911.772949
	Iteration 45Q: 3 clusters Score -1.909331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 147091 members 
Entering Unmasked Estep 
Score: -19093326.000000 Penalty: 5911.772949
	Iteration 46Q: 3 clusters Score -1.909333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 147098 members 
Entering Unmasked Estep 
Score: -19093318.000000 Penalty: 5911.772949
	Iteration 47Q: 3 clusters Score -1.909332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 147106 members 
Entering Unmasked Estep 
Score: -19093310.000000 Penalty: 5911.772949
	Iteration 48Q: 3 clusters Score -1.909331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 147116 members 
Entering Unmasked Estep 
Score: -19093306.000000 Penalty: 5911.772949
	Iteration 49Q: 3 clusters Score -1.909331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 147127 members 
Entering Unmasked Estep 
Score: -19093310.000000 Penalty: 5911.772949
	Iteration 50Q: 3 clusters Score -1.909331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 147134 members 
Entering Unmasked Estep 
Score: -19093312.000000 Penalty: 5911.772949
	Iteration 51Q: 3 clusters Score -1.909331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 147141 members 
Entering Unmasked Estep 
Score: -19093308.000000 Penalty: 5911.772949
	Iteration 52Q: 3 clusters Score -1.909331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 147143 members 
Entering Unmasked Estep 
Score: -19093302.000000 Penalty: 5911.772949
	Iteration 53Q: 3 clusters Score -1.90933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 147148 members 
Entering Unmasked Estep 
Score: -19093308.000000 Penalty: 5911.772949
	Iteration 54Q: 3 clusters Score -1.909331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 147153 members 
Entering Unmasked Estep 
Score: -19093306.000000 Penalty: 5911.772949
	Iteration 55Q: 3 clusters Score -1.909331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 147160 members 
Entering Unmasked Estep 
Score: -19093316.000000 Penalty: 5911.772949
	Iteration 56Q: 3 clusters Score -1.909332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 147168 members 
Entering Unmasked Estep 
Score: -19093296.000000 Penalty: 5911.772949
	Iteration 57Q: 3 clusters Score -1.90933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 147183 members 
Entering Unmasked Estep 
Score: -19093294.000000 Penalty: 5911.772949
	Iteration 58Q: 3 clusters Score -1.909329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 147194 members 
Entering Unmasked Estep 
Score: -19093286.000000 Penalty: 5911.772949
	Iteration 59Q: 3 clusters Score -1.909329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 147213 members 
Entering Unmasked Estep 
Score: -19093308.000000 Penalty: 5911.772949
	Iteration 60F: 3 clusters Score -1.909331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 147223 members 
Entering Unmasked Estep 
Score: -19093316.000000 Penalty: 5911.772949
	Iteration 61Q: 3 clusters Score -1.909332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 147229 members 
Entering Unmasked Estep 
Score: -19093292.000000 Penalty: 5911.772949
	Iteration 62Q: 3 clusters Score -1.909329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 147235 members 
Entering Unmasked Estep 
Score: -19093292.000000 Penalty: 5911.772949
	Iteration 63Q: 3 clusters Score -1.909329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 147245 members 
Entering Unmasked Estep 
Score: -19093298.000000 Penalty: 5911.772949
	Iteration 64Q: 3 clusters Score -1.90933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 147258 members 
Entering Unmasked Estep 
Score: -19093308.000000 Penalty: 5911.772949
	Iteration 65Q: 3 clusters Score -1.909331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 147266 members 
Entering Unmasked Estep 
Score: -19093310.000000 Penalty: 5911.772949
	Iteration 66Q: 3 clusters Score -1.909331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 147278 members 
Entering Unmasked Estep 
Score: -19093308.000000 Penalty: 5911.772949
	Iteration 67Q: 3 clusters Score -1.909331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 147288 members 
Entering Unmasked Estep 
Score: -19093318.000000 Penalty: 5911.772949
	Iteration 68Q: 3 clusters Score -1.909332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 147302 members 
Entering Unmasked Estep 
Score: -19093306.000000 Penalty: 5911.772949
	Iteration 69Q: 3 clusters Score -1.909331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 147312 members 
Entering Unmasked Estep 
Score: -19093302.000000 Penalty: 5911.772949
	Iteration 70Q: 3 clusters Score -1.90933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 147321 members 
Entering Unmasked Estep 
Score: -19093292.000000 Penalty: 5911.772949
	Iteration 71Q: 3 clusters Score -1.909329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 147326 members 
Entering Unmasked Estep 
Score: -19093298.000000 Penalty: 5911.772949
	Iteration 72Q: 3 clusters Score -1.90933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 147334 members 
Entering Unmasked Estep 
Score: -19093298.000000 Penalty: 5911.772949
	Iteration 73Q: 3 clusters Score -1.90933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 147336 members 
Entering Unmasked Estep 
Score: -19093296.000000 Penalty: 5911.772949
	Iteration 74Q: 3 clusters Score -1.90933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 147339 members 
Entering Unmasked Estep 
Score: -19093286.000000 Penalty: 5911.772949
	Iteration 75Q: 3 clusters Score -1.909329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 147342 members 
Entering Unmasked Estep 
Score: -19093290.000000 Penalty: 5911.772949
	Iteration 76Q: 3 clusters Score -1.909329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 147347 members 
Entering Unmasked Estep 
Score: -19093280.000000 Penalty: 5911.772949
	Iteration 77Q: 3 clusters Score -1.909328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 147352 members 
Entering Unmasked Estep 
Score: -19093280.000000 Penalty: 5911.772949
	Iteration 78Q: 3 clusters Score -1.909328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 147356 members 
Entering Unmasked Estep 
Score: -19093288.000000 Penalty: 5911.772949
	Iteration 79Q: 3 clusters Score -1.909329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 147357 members 
Entering Unmasked Estep 
Score: -19093282.000000 Penalty: 5911.772949
	Iteration 80F: 3 clusters Score -1.909328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 147358 members 
Entering Unmasked Estep 
Score: -19093286.000000 Penalty: 5911.772949
	Iteration 81Q: 3 clusters Score -1.909329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 147360 members 
Entering Unmasked Estep 
Score: -19093288.000000 Penalty: 5911.772949
	Iteration 82Q: 3 clusters Score -1.909329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 147363 members 
Entering Unmasked Estep 
Score: -19093294.000000 Penalty: 5911.772949
	Iteration 83Q: 3 clusters Score -1.909329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 147362 members 
Entering Unmasked Estep 
Score: -19093290.000000 Penalty: 5911.772949
	Iteration 84Q: 3 clusters Score -1.909329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 147363 members 
Entering Unmasked Estep 
Score: -19093280.000000 Penalty: 5911.772949
	Iteration 85Q: 3 clusters Score -1.909328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 147363 members 
Entering Unmasked Estep 
Score: -19093280.000000 Penalty: 5911.772949
	Iteration 86F: 3 clusters Score -1.909328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Entering Unmasked Estep 
Score: -510799.968750 Penalty: 2064.856201
	Iteration 0F: 2 clusters Score -510800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -506785.968750 Penalty: 4129.712402
	Iteration 0F: 3 clusters Score -506786 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -507733.781250 Penalty: 4129.712402
	Iteration 1F: 3 clusters Score -507733.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -507982.718750 Penalty: 4129.712402
	Iteration 2F: 3 clusters Score -507982.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -508165.312500 Penalty: 4129.712402
	Iteration 3F: 3 clusters Score -508165.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -508350.531250 Penalty: 4129.712402
	Iteration 4Q: 3 clusters Score -508350.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -508612.156250 Penalty: 4129.712402
	Iteration 5Q: 3 clusters Score -508612.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -508931.468750 Penalty: 4129.712402
	Iteration 6F: 3 clusters Score -508931.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -509278.750000 Penalty: 4129.712402
	Iteration 7F: 3 clusters Score -509278.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -509617.781250 Penalty: 4129.712402
	Iteration 8F: 3 clusters Score -509617.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -509941.562500 Penalty: 4129.712402
	Iteration 9F: 3 clusters Score -509941.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -510145.125000 Penalty: 4129.712402
	Iteration 10Q: 3 clusters Score -510145.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -510264.062500 Penalty: 4129.712402
	Iteration 11Q: 3 clusters Score -510264.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -510334.625000 Penalty: 4129.712402
	Iteration 12Q: 3 clusters Score -510334.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -510374.281250 Penalty: 4129.712402
	Iteration 13Q: 3 clusters Score -510374.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -510397.875000 Penalty: 4129.712402
	Iteration 14Q: 3 clusters Score -510397.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -510412.031250 Penalty: 4129.712402
	Iteration 15Q: 3 clusters Score -510412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -510418.687500 Penalty: 4129.712402
	Iteration 16Q: 3 clusters Score -510418.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -510419.812500 Penalty: 4129.712402
	Iteration 17Q: 3 clusters Score -510419.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -510421.781250 Penalty: 4129.712402
	Iteration 18Q: 3 clusters Score -510421.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -510424.093750 Penalty: 4129.712402
	Iteration 19Q: 3 clusters Score -510424.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -510425.625000 Penalty: 4129.712402
	Iteration 20F: 3 clusters Score -510425.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -510427.000000 Penalty: 4129.712402
	Iteration 21Q: 3 clusters Score -510427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -510428.625000 Penalty: 4129.712402
	Iteration 22Q: 3 clusters Score -510428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -510429.406250 Penalty: 4129.712402
	Iteration 23Q: 3 clusters Score -510429.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -510430.031250 Penalty: 4129.712402
	Iteration 24Q: 3 clusters Score -510430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -510429.187500 Penalty: 4129.712402
	Iteration 25Q: 3 clusters Score -510429.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -510430.593750 Penalty: 4129.712402
	Iteration 26Q: 3 clusters Score -510430.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -510430.281250 Penalty: 4129.712402
	Iteration 27Q: 3 clusters Score -510430.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -510432.031250 Penalty: 4129.712402
	Iteration 28Q: 3 clusters Score -510432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -510432.031250 Penalty: 4129.712402
	Iteration 29F: 3 clusters Score -510432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (158580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158580 members 
Entering Unmasked Estep 
Score: -20424468.000000 Penalty: 2969.555664
	Iteration 0F: 2 clusters Score -2.042447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 79376 members 
Entering Unmasked Estep 
Score: -20326146.000000 Penalty: 5939.111328
	Iteration 0F: 3 clusters Score -2.032615e+07 nChanged 76024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 81762 members 
Entering Unmasked Estep 
Score: -20370744.000000 Penalty: 5939.111328
	Iteration 1F: 3 clusters Score -2.037074e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75117 members 
Mstep: Class 2 contains 83463 members 
Entering Unmasked Estep 
Score: -20371944.000000 Penalty: 5939.111328
	Iteration 2Q: 3 clusters Score -2.037194e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72614 members 
Mstep: Class 2 contains 85966 members 
Entering Unmasked Estep 
Score: -20373504.000000 Penalty: 5939.111328
	Iteration 3Q: 3 clusters Score -2.03735e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69047 members 
Mstep: Class 2 contains 89533 members 
Entering Unmasked Estep 
Score: -20375526.000000 Penalty: 5939.111328
	Iteration 4Q: 3 clusters Score -2.037553e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64091 members 
Mstep: Class 2 contains 94489 members 
Entering Unmasked Estep 
Score: -20378276.000000 Penalty: 5939.111328
	Iteration 5Q: 3 clusters Score -2.037828e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 100764 members 
Entering Unmasked Estep 
Score: -20382488.000000 Penalty: 5939.111328
	Iteration 6F: 3 clusters Score -2.038249e+07 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 108148 members 
Entering Unmasked Estep 
Score: -20387948.000000 Penalty: 5939.111328
	Iteration 7F: 3 clusters Score -2.038795e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 115746 members 
Entering Unmasked Estep 
Score: -20395088.000000 Penalty: 5939.111328
	Iteration 8F: 3 clusters Score -2.039509e+07 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 121920 members 
Entering Unmasked Estep 
Score: -20402144.000000 Penalty: 5939.111328
	Iteration 9F: 3 clusters Score -2.040214e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 125963 members 
Entering Unmasked Estep 
Score: -20407430.000000 Penalty: 5939.111328
	Iteration 10Q: 3 clusters Score -2.040743e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 128542 members 
Entering Unmasked Estep 
Score: -20410118.000000 Penalty: 5939.111328
	Iteration 11Q: 3 clusters Score -2.041012e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 130526 members 
Entering Unmasked Estep 
Score: -20411334.000000 Penalty: 5939.111328
	Iteration 12Q: 3 clusters Score -2.041133e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 132380 members 
Entering Unmasked Estep 
Score: -20412278.000000 Penalty: 5939.111328
	Iteration 13Q: 3 clusters Score -2.041228e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 134205 members 
Entering Unmasked Estep 
Score: -20412994.000000 Penalty: 5939.111328
	Iteration 14Q: 3 clusters Score -2.041299e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 135943 members 
Entering Unmasked Estep 
Score: -20413698.000000 Penalty: 5939.111328
	Iteration 15Q: 3 clusters Score -2.04137e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 137674 members 
Entering Unmasked Estep 
Score: -20414448.000000 Penalty: 5939.111328
	Iteration 16Q: 3 clusters Score -2.041445e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 139339 members 
Entering Unmasked Estep 
Score: -20415240.000000 Penalty: 5939.111328
	Iteration 17Q: 3 clusters Score -2.041524e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 140962 members 
Entering Unmasked Estep 
Score: -20415806.000000 Penalty: 5939.111328
	Iteration 18Q: 3 clusters Score -2.041581e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 142521 members 
Entering Unmasked Estep 
Score: -20416292.000000 Penalty: 5939.111328
	Iteration 19Q: 3 clusters Score -2.041629e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 144059 members 
Entering Unmasked Estep 
Score: -20416826.000000 Penalty: 5939.111328
	Iteration 20F: 3 clusters Score -2.041683e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 145470 members 
Entering Unmasked Estep 
Score: -20417500.000000 Penalty: 5939.111328
	Iteration 21Q: 3 clusters Score -2.04175e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 146879 members 
Entering Unmasked Estep 
Score: -20418186.000000 Penalty: 5939.111328
	Iteration 22Q: 3 clusters Score -2.041819e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 148277 members 
Entering Unmasked Estep 
Score: -20418722.000000 Penalty: 5939.111328
	Iteration 23Q: 3 clusters Score -2.041872e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 149626 members 
Entering Unmasked Estep 
Score: -20419510.000000 Penalty: 5939.111328
	Iteration 24Q: 3 clusters Score -2.041951e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 150836 members 
Entering Unmasked Estep 
Score: -20420154.000000 Penalty: 5939.111328
	Iteration 25Q: 3 clusters Score -2.042015e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 151982 members 
Entering Unmasked Estep 
Score: -20420522.000000 Penalty: 5939.111328
	Iteration 26Q: 3 clusters Score -2.042052e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 153026 members 
Entering Unmasked Estep 
Score: -20420868.000000 Penalty: 5939.111328
	Iteration 27Q: 3 clusters Score -2.042087e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 153983 members 
Entering Unmasked Estep 
Score: -20421326.000000 Penalty: 5939.111328
	Iteration 28Q: 3 clusters Score -2.042133e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 154786 members 
Entering Unmasked Estep 
Score: -20421608.000000 Penalty: 5939.111328
	Iteration 29Q: 3 clusters Score -2.042161e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 155448 members 
Entering Unmasked Estep 
Score: -20421634.000000 Penalty: 5939.111328
	Iteration 30Q: 3 clusters Score -2.042163e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 155970 members 
Entering Unmasked Estep 
Score: -20421806.000000 Penalty: 5939.111328
	Iteration 31Q: 3 clusters Score -2.042181e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 156366 members 
Entering Unmasked Estep 
Score: -20421918.000000 Penalty: 5939.111328
	Iteration 32Q: 3 clusters Score -2.042192e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 156658 members 
Entering Unmasked Estep 
Score: -20421944.000000 Penalty: 5939.111328
	Iteration 33Q: 3 clusters Score -2.042194e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 156883 members 
Entering Unmasked Estep 
Score: -20421950.000000 Penalty: 5939.111328
	Iteration 34Q: 3 clusters Score -2.042195e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 157056 members 
Entering Unmasked Estep 
Score: -20422004.000000 Penalty: 5939.111328
	Iteration 35Q: 3 clusters Score -2.0422e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 157196 members 
Entering Unmasked Estep 
Score: -20422008.000000 Penalty: 5939.111328
	Iteration 36Q: 3 clusters Score -2.042201e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 157294 members 
Entering Unmasked Estep 
Score: -20422036.000000 Penalty: 5939.111328
	Iteration 37Q: 3 clusters Score -2.042204e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 157372 members 
Entering Unmasked Estep 
Score: -20422064.000000 Penalty: 5939.111328
	Iteration 38Q: 3 clusters Score -2.042206e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 157415 members 
Entering Unmasked Estep 
Score: -20422074.000000 Penalty: 5939.111328
	Iteration 39Q: 3 clusters Score -2.042207e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 157461 members 
Entering Unmasked Estep 
Score: -20422112.000000 Penalty: 5939.111328
	Iteration 40F: 3 clusters Score -2.042211e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 157502 members 
Entering Unmasked Estep 
Score: -20422120.000000 Penalty: 5939.111328
	Iteration 41Q: 3 clusters Score -2.042212e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 157543 members 
Entering Unmasked Estep 
Score: -20422160.000000 Penalty: 5939.111328
	Iteration 42Q: 3 clusters Score -2.042216e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 157577 members 
Entering Unmasked Estep 
Score: -20422194.000000 Penalty: 5939.111328
	Iteration 43Q: 3 clusters Score -2.042219e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 157608 members 
Entering Unmasked Estep 
Score: -20422206.000000 Penalty: 5939.111328
	Iteration 44Q: 3 clusters Score -2.042221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 157633 members 
Entering Unmasked Estep 
Score: -20422208.000000 Penalty: 5939.111328
	Iteration 45Q: 3 clusters Score -2.042221e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 157654 members 
Entering Unmasked Estep 
Score: -20422214.000000 Penalty: 5939.111328
	Iteration 46Q: 3 clusters Score -2.042221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 157661 members 
Entering Unmasked Estep 
Score: -20422218.000000 Penalty: 5939.111328
	Iteration 47Q: 3 clusters Score -2.042222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 157675 members 
Entering Unmasked Estep 
Score: -20422206.000000 Penalty: 5939.111328
	Iteration 48Q: 3 clusters Score -2.042221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 157679 members 
Entering Unmasked Estep 
Score: -20422216.000000 Penalty: 5939.111328
	Iteration 49Q: 3 clusters Score -2.042222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 157682 members 
Entering Unmasked Estep 
Score: -20422206.000000 Penalty: 5939.111328
	Iteration 50Q: 3 clusters Score -2.042221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 157688 members 
Entering Unmasked Estep 
Score: -20422202.000000 Penalty: 5939.111328
	Iteration 51Q: 3 clusters Score -2.04222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 157689 members 
Entering Unmasked Estep 
Score: -20422210.000000 Penalty: 5939.111328
	Iteration 52Q: 3 clusters Score -2.042221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 157690 members 
Entering Unmasked Estep 
Score: -20422232.000000 Penalty: 5939.111328
	Iteration 53Q: 3 clusters Score -2.042223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 157690 members 
Entering Unmasked Estep 
Score: -20422232.000000 Penalty: 5939.111328
	Iteration 54F: 3 clusters Score -2.042223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Entering Unmasked Estep 
Score: -989802.875000 Penalty: 2234.978760
	Iteration 0F: 2 clusters Score -989802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -983279.062500 Penalty: 4469.957520
	Iteration 0F: 3 clusters Score -983279.1 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -985072.437500 Penalty: 4469.957520
	Iteration 1F: 3 clusters Score -985072.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -985349.187500 Penalty: 4469.957520
	Iteration 2F: 3 clusters Score -985349.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -985586.625000 Penalty: 4469.957520
	Iteration 3F: 3 clusters Score -985586.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -985833.875000 Penalty: 4469.957520
	Iteration 4Q: 3 clusters Score -985833.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -986216.750000 Penalty: 4469.957520
	Iteration 5Q: 3 clusters Score -986216.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -986683.250000 Penalty: 4469.957520
	Iteration 6F: 3 clusters Score -986683.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -987203.625000 Penalty: 4469.957520
	Iteration 7F: 3 clusters Score -987203.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -987685.062500 Penalty: 4469.957520
	Iteration 8F: 3 clusters Score -987685.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -988038.250000 Penalty: 4469.957520
	Iteration 9F: 3 clusters Score -988038.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -988292.625000 Penalty: 4469.957520
	Iteration 10Q: 3 clusters Score -988292.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -988454.812500 Penalty: 4469.957520
	Iteration 11Q: 3 clusters Score -988454.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -988570.875000 Penalty: 4469.957520
	Iteration 12Q: 3 clusters Score -988570.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -988640.937500 Penalty: 4469.957520
	Iteration 13Q: 3 clusters Score -988640.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -988689.937500 Penalty: 4469.957520
	Iteration 14Q: 3 clusters Score -988689.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -988720.750000 Penalty: 4469.957520
	Iteration 15Q: 3 clusters Score -988720.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -988739.875000 Penalty: 4469.957520
	Iteration 16Q: 3 clusters Score -988739.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -988753.312500 Penalty: 4469.957520
	Iteration 17Q: 3 clusters Score -988753.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -988767.375000 Penalty: 4469.957520
	Iteration 18Q: 3 clusters Score -988767.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -988777.687500 Penalty: 4469.957520
	Iteration 19Q: 3 clusters Score -988777.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -988790.125000 Penalty: 4469.957520
	Iteration 20F: 3 clusters Score -988790.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -988806.250000 Penalty: 4469.957520
	Iteration 21Q: 3 clusters Score -988806.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -988818.062500 Penalty: 4469.957520
	Iteration 22Q: 3 clusters Score -988818.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -988827.750000 Penalty: 4469.957520
	Iteration 23Q: 3 clusters Score -988827.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -988832.750000 Penalty: 4469.957520
	Iteration 24Q: 3 clusters Score -988832.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -988837.750000 Penalty: 4469.957520
	Iteration 25Q: 3 clusters Score -988837.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -988839.500000 Penalty: 4469.957520
	Iteration 26Q: 3 clusters Score -988839.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -988842.062500 Penalty: 4469.957520
	Iteration 27Q: 3 clusters Score -988842.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -988844.187500 Penalty: 4469.957520
	Iteration 28Q: 3 clusters Score -988844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -988843.562500 Penalty: 4469.957520
	Iteration 29Q: 3 clusters Score -988843.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -988846.625000 Penalty: 4469.957520
	Iteration 30Q: 3 clusters Score -988846.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -988849.062500 Penalty: 4469.957520
	Iteration 31Q: 3 clusters Score -988849.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -988851.062500 Penalty: 4469.957520
	Iteration 32Q: 3 clusters Score -988851.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -988852.750000 Penalty: 4469.957520
	Iteration 33Q: 3 clusters Score -988852.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -988854.187500 Penalty: 4469.957520
	Iteration 34Q: 3 clusters Score -988854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -988855.062500 Penalty: 4469.957520
	Iteration 35Q: 3 clusters Score -988855.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -988856.125000 Penalty: 4469.957520
	Iteration 36Q: 3 clusters Score -988856.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -988856.125000 Penalty: 4469.957520
	Iteration 37F: 3 clusters Score -988856.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Entering Unmasked Estep 
Score: -1859042.750000 Penalty: 2366.027832
	Iteration 0F: 2 clusters Score -1859043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1848859.000000 Penalty: 4732.055664
	Iteration 0F: 3 clusters Score -1848859 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1852010.750000 Penalty: 4732.055664
	Iteration 1F: 3 clusters Score -1852011 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1852300.625000 Penalty: 4732.055664
	Iteration 2F: 3 clusters Score -1852301 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1852486.625000 Penalty: 4732.055664
	Iteration 3Q: 3 clusters Score -1852487 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1852627.375000 Penalty: 4732.055664
	Iteration 4Q: 3 clusters Score -1852627 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1852744.125000 Penalty: 4732.055664
	Iteration 5Q: 3 clusters Score -1852744 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1852830.375000 Penalty: 4732.055664
	Iteration 6Q: 3 clusters Score -1852830 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1852916.875000 Penalty: 4732.055664
	Iteration 7Q: 3 clusters Score -1852917 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1853017.500000 Penalty: 4732.055664
	Iteration 8Q: 3 clusters Score -1853018 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1853116.875000 Penalty: 4732.055664
	Iteration 9Q: 3 clusters Score -1853117 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1853206.500000 Penalty: 4732.055664
	Iteration 10Q: 3 clusters Score -1853206 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1853314.375000 Penalty: 4732.055664
	Iteration 11Q: 3 clusters Score -1853314 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1853432.375000 Penalty: 4732.055664
	Iteration 12Q: 3 clusters Score -1853432 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1853603.750000 Penalty: 4732.055664
	Iteration 13Q: 3 clusters Score -1853604 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1853846.250000 Penalty: 4732.055664
	Iteration 14Q: 3 clusters Score -1853846 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1854169.625000 Penalty: 4732.055664
	Iteration 15Q: 3 clusters Score -1854170 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1854572.875000 Penalty: 4732.055664
	Iteration 16Q: 3 clusters Score -1854573 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1855065.750000 Penalty: 4732.055664
	Iteration 17Q: 3 clusters Score -1855066 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1855538.000000 Penalty: 4732.055664
	Iteration 18Q: 3 clusters Score -1855538 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1855963.500000 Penalty: 4732.055664
	Iteration 19Q: 3 clusters Score -1855964 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1856272.375000 Penalty: 4732.055664
	Iteration 20F: 3 clusters Score -1856272 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1856501.250000 Penalty: 4732.055664
	Iteration 21Q: 3 clusters Score -1856501 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1856666.000000 Penalty: 4732.055664
	Iteration 22Q: 3 clusters Score -1856666 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1856774.625000 Penalty: 4732.055664
	Iteration 23Q: 3 clusters Score -1856775 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1856844.500000 Penalty: 4732.055664
	Iteration 24Q: 3 clusters Score -1856844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1856899.375000 Penalty: 4732.055664
	Iteration 25Q: 3 clusters Score -1856899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1856934.375000 Penalty: 4732.055664
	Iteration 26Q: 3 clusters Score -1856934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1856950.750000 Penalty: 4732.055664
	Iteration 27Q: 3 clusters Score -1856951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1856965.875000 Penalty: 4732.055664
	Iteration 28Q: 3 clusters Score -1856966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1856974.625000 Penalty: 4732.055664
	Iteration 29Q: 3 clusters Score -1856975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1856977.500000 Penalty: 4732.055664
	Iteration 30Q: 3 clusters Score -1856978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1856980.125000 Penalty: 4732.055664
	Iteration 31Q: 3 clusters Score -1856980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1856983.500000 Penalty: 4732.055664
	Iteration 32Q: 3 clusters Score -1856984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1856993.125000 Penalty: 4732.055664
	Iteration 33Q: 3 clusters Score -1856993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1856997.875000 Penalty: 4732.055664
	Iteration 34Q: 3 clusters Score -1856998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1857006.125000 Penalty: 4732.055664
	Iteration 35Q: 3 clusters Score -1857006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1857010.125000 Penalty: 4732.055664
	Iteration 36Q: 3 clusters Score -1857010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1857013.125000 Penalty: 4732.055664
	Iteration 37Q: 3 clusters Score -1857013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1857014.750000 Penalty: 4732.055664
	Iteration 38Q: 3 clusters Score -1857015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1857014.750000 Penalty: 4732.055664
	Iteration 39Q: 3 clusters Score -1857015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1857017.000000 Penalty: 4732.055664
	Iteration 40F: 3 clusters Score -1857017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1857018.625000 Penalty: 4732.055664
	Iteration 41Q: 3 clusters Score -1857019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1857018.625000 Penalty: 4732.055664
	Iteration 42F: 3 clusters Score -1857019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Entering Unmasked Estep 
Score: -2443192.750000 Penalty: 2443.043701
	Iteration 0F: 2 clusters Score -2443193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2429805.000000 Penalty: 4886.087402
	Iteration 0F: 3 clusters Score -2429805 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2434247.250000 Penalty: 4886.087402
	Iteration 1F: 3 clusters Score -2434247 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2434655.250000 Penalty: 4886.087402
	Iteration 2F: 3 clusters Score -2434655 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2435029.750000 Penalty: 4886.087402
	Iteration 3Q: 3 clusters Score -2435030 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2435469.750000 Penalty: 4886.087402
	Iteration 4Q: 3 clusters Score -2435470 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2436079.000000 Penalty: 4886.087402
	Iteration 5F: 3 clusters Score -2436079 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2436875.500000 Penalty: 4886.087402
	Iteration 6F: 3 clusters Score -2436876 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2437893.250000 Penalty: 4886.087402
	Iteration 7F: 3 clusters Score -2437893 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2439012.250000 Penalty: 4886.087402
	Iteration 8F: 3 clusters Score -2439012 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2439849.500000 Penalty: 4886.087402
	Iteration 9F: 3 clusters Score -2439850 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2440298.750000 Penalty: 4886.087402
	Iteration 10Q: 3 clusters Score -2440299 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2440478.750000 Penalty: 4886.087402
	Iteration 11Q: 3 clusters Score -2440479 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2440574.750000 Penalty: 4886.087402
	Iteration 12Q: 3 clusters Score -2440575 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2440629.000000 Penalty: 4886.087402
	Iteration 13Q: 3 clusters Score -2440629 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2440668.250000 Penalty: 4886.087402
	Iteration 14Q: 3 clusters Score -2440668 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2440700.250000 Penalty: 4886.087402
	Iteration 15Q: 3 clusters Score -2440700 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2440728.750000 Penalty: 4886.087402
	Iteration 16Q: 3 clusters Score -2440729 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2440755.500000 Penalty: 4886.087402
	Iteration 17Q: 3 clusters Score -2440756 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2440788.250000 Penalty: 4886.087402
	Iteration 18Q: 3 clusters Score -2440788 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2440801.000000 Penalty: 4886.087402
	Iteration 19Q: 3 clusters Score -2440801 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2440816.000000 Penalty: 4886.087402
	Iteration 20F: 3 clusters Score -2440816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2440828.000000 Penalty: 4886.087402
	Iteration 21Q: 3 clusters Score -2440828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2440837.000000 Penalty: 4886.087402
	Iteration 22Q: 3 clusters Score -2440837 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2440847.000000 Penalty: 4886.087402
	Iteration 23Q: 3 clusters Score -2440847 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2440862.500000 Penalty: 4886.087402
	Iteration 24Q: 3 clusters Score -2440862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2440882.250000 Penalty: 4886.087402
	Iteration 25Q: 3 clusters Score -2440882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2440892.500000 Penalty: 4886.087402
	Iteration 26Q: 3 clusters Score -2440892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2440907.000000 Penalty: 4886.087402
	Iteration 27Q: 3 clusters Score -2440907 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2440915.000000 Penalty: 4886.087402
	Iteration 28Q: 3 clusters Score -2440915 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2440925.250000 Penalty: 4886.087402
	Iteration 29Q: 3 clusters Score -2440925 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2440942.500000 Penalty: 4886.087402
	Iteration 30Q: 3 clusters Score -2440942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2440953.250000 Penalty: 4886.087402
	Iteration 31Q: 3 clusters Score -2440953 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2440962.250000 Penalty: 4886.087402
	Iteration 32Q: 3 clusters Score -2440962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2440979.000000 Penalty: 4886.087402
	Iteration 33Q: 3 clusters Score -2440979 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2440989.500000 Penalty: 4886.087402
	Iteration 34Q: 3 clusters Score -2440990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2441005.750000 Penalty: 4886.087402
	Iteration 35Q: 3 clusters Score -2441006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2441013.500000 Penalty: 4886.087402
	Iteration 36Q: 3 clusters Score -2441014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2441018.250000 Penalty: 4886.087402
	Iteration 37Q: 3 clusters Score -2441018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2441031.750000 Penalty: 4886.087402
	Iteration 38Q: 3 clusters Score -2441032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2441031.500000 Penalty: 4886.087402
	Iteration 39Q: 3 clusters Score -2441032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2441036.000000 Penalty: 4886.087402
	Iteration 40F: 3 clusters Score -2441036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2441045.000000 Penalty: 4886.087402
	Iteration 41Q: 3 clusters Score -2441045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2441052.500000 Penalty: 4886.087402
	Iteration 42Q: 3 clusters Score -2441052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2441063.000000 Penalty: 4886.087402
	Iteration 43Q: 3 clusters Score -2441063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2441065.750000 Penalty: 4886.087402
	Iteration 44Q: 3 clusters Score -2441066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2441068.500000 Penalty: 4886.087402
	Iteration 45Q: 3 clusters Score -2441068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2441076.500000 Penalty: 4886.087402
	Iteration 46Q: 3 clusters Score -2441076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2441083.000000 Penalty: 4886.087402
	Iteration 47Q: 3 clusters Score -2441083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2441093.500000 Penalty: 4886.087402
	Iteration 48Q: 3 clusters Score -2441094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2441100.750000 Penalty: 4886.087402
	Iteration 49Q: 3 clusters Score -2441101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2441116.250000 Penalty: 4886.087402
	Iteration 50Q: 3 clusters Score -2441116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2441125.750000 Penalty: 4886.087402
	Iteration 51Q: 3 clusters Score -2441126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2441128.500000 Penalty: 4886.087402
	Iteration 52Q: 3 clusters Score -2441128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2441138.750000 Penalty: 4886.087402
	Iteration 53Q: 3 clusters Score -2441139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2441142.250000 Penalty: 4886.087402
	Iteration 54Q: 3 clusters Score -2441142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2441144.500000 Penalty: 4886.087402
	Iteration 55Q: 3 clusters Score -2441144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2441148.000000 Penalty: 4886.087402
	Iteration 56Q: 3 clusters Score -2441148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2441153.000000 Penalty: 4886.087402
	Iteration 57Q: 3 clusters Score -2441153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2441153.250000 Penalty: 4886.087402
	Iteration 58Q: 3 clusters Score -2441153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2441150.500000 Penalty: 4886.087402
	Iteration 59Q: 3 clusters Score -2441150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2441155.750000 Penalty: 4886.087402
	Iteration 60F: 3 clusters Score -2441156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2441158.750000 Penalty: 4886.087402
	Iteration 61Q: 3 clusters Score -2441159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2441166.250000 Penalty: 4886.087402
	Iteration 62Q: 3 clusters Score -2441166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2441169.750000 Penalty: 4886.087402
	Iteration 63Q: 3 clusters Score -2441170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2441172.250000 Penalty: 4886.087402
	Iteration 64Q: 3 clusters Score -2441172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2441171.250000 Penalty: 4886.087402
	Iteration 65Q: 3 clusters Score -2441171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2441172.750000 Penalty: 4886.087402
	Iteration 66Q: 3 clusters Score -2441173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2441173.750000 Penalty: 4886.087402
	Iteration 67Q: 3 clusters Score -2441174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2441172.500000 Penalty: 4886.087402
	Iteration 68Q: 3 clusters Score -2441172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2441174.000000 Penalty: 4886.087402
	Iteration 69Q: 3 clusters Score -2441174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2441179.500000 Penalty: 4886.087402
	Iteration 70Q: 3 clusters Score -2441180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2441179.500000 Penalty: 4886.087402
	Iteration 71F: 3 clusters Score -2441180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -80075.578125 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -80075.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78319.031250 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -78319.03 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78825.304688 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -78825.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79195.398438 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -79195.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -79617.070312 Penalty: 3309.955811
	Iteration 3F: 3 clusters Score -79617.07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80023.187500 Penalty: 3309.955811
	Iteration 4F: 3 clusters Score -80023.19 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80452.726562 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -80452.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80570.945312 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -80570.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80709.296875 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -80709.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -81270.804688 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -81270.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81882.820312 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -81882.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81915.757812 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -81915.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81927.054688 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -81927.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -81938.953125 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -81938.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -81946.046875 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -81946.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81953.929688 Penalty: 3309.955811
	Iteration 14Q: 3 clusters Score -81953.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81962.976562 Penalty: 3309.955811
	Iteration 15Q: 3 clusters Score -81962.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81978.500000 Penalty: 3309.955811
	Iteration 16Q: 3 clusters Score -81978.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82004.101562 Penalty: 3309.955811
	Iteration 17Q: 3 clusters Score -82004.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82030.164062 Penalty: 3309.955811
	Iteration 18Q: 3 clusters Score -82030.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82081.898438 Penalty: 3309.955811
	Iteration 19Q: 3 clusters Score -82081.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82149.250000 Penalty: 3309.955811
	Iteration 20F: 3 clusters Score -82149.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82156.929688 Penalty: 3309.955811
	Iteration 21Q: 3 clusters Score -82156.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82156.929688 Penalty: 3309.955811
	Iteration 22F: 3 clusters Score -82156.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 150076 members 
Mstep: Class 2 contains 4130 members 
Mstep: Class 3 contains 158580 members 
Mstep: Class 4 contains 8201 members 
Mstep: Class 5 contains 13911 members 
Mstep: Class 6 contains 18977 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 9102 members 
Mstep: Class 10 contains 160416 members 
Mstep: Class 11 contains 104160 members 
Mstep: Class 12 contains 68904 members 
Mstep: Class 13 contains 79533 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 161566 members 
Mstep: Class 17 contains 154682 members 
Mstep: Class 18 contains 157408 members 
Mstep: Class 19 contains 37130 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 363 members 
Entering Unmasked Estep 
Score: -161307792.000000 Penalty: 73281.218750
Splitting cluster 7 changes total score from -161307088.000000 to -161307792.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -138088.546875 Penalty: 1759.986816
	Iteration 0F: 2 clusters Score -138088.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -136031.468750 Penalty: 3519.973633
	Iteration 0F: 3 clusters Score -136031.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -136462.625000 Penalty: 3519.973633
	Iteration 1F: 3 clusters Score -136462.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -136600.312500 Penalty: 3519.973633
	Iteration 2F: 3 clusters Score -136600.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -136735.156250 Penalty: 3519.973633
	Iteration 3F: 3 clusters Score -136735.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -136866.781250 Penalty: 3519.973633
	Iteration 4F: 3 clusters Score -136866.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -137003.984375 Penalty: 3519.973633
	Iteration 5Q: 3 clusters Score -137004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -137147.593750 Penalty: 3519.973633
	Iteration 6Q: 3 clusters Score -137147.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -137380.859375 Penalty: 3519.973633
	Iteration 7Q: 3 clusters Score -137380.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -137524.765625 Penalty: 3519.973633
	Iteration 8Q: 3 clusters Score -137524.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -137606.093750 Penalty: 3519.973633
	Iteration 9Q: 3 clusters Score -137606.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -137668.812500 Penalty: 3519.973633
	Iteration 10Q: 3 clusters Score -137668.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -137727.343750 Penalty: 3519.973633
	Iteration 11Q: 3 clusters Score -137727.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -137776.156250 Penalty: 3519.973633
	Iteration 12Q: 3 clusters Score -137776.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -137816.546875 Penalty: 3519.973633
	Iteration 13Q: 3 clusters Score -137816.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -137863.234375 Penalty: 3519.973633
	Iteration 14Q: 3 clusters Score -137863.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -137919.968750 Penalty: 3519.973633
	Iteration 15Q: 3 clusters Score -137920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -137953.515625 Penalty: 3519.973633
	Iteration 16Q: 3 clusters Score -137953.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -137966.859375 Penalty: 3519.973633
	Iteration 17Q: 3 clusters Score -137966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -137968.203125 Penalty: 3519.973633
	Iteration 18Q: 3 clusters Score -137968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -137969.343750 Penalty: 3519.973633
	Iteration 19Q: 3 clusters Score -137969.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -137969.937500 Penalty: 3519.973633
	Iteration 20F: 3 clusters Score -137969.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Entering Unmasked Estep 
Score: -1105980.500000 Penalty: 2260.829834
	Iteration 0F: 2 clusters Score -1105980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1098922.375000 Penalty: 4521.659668
	Iteration 0F: 3 clusters Score -1098922 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1101150.125000 Penalty: 4521.659668
	Iteration 1F: 3 clusters Score -1101150 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1101691.125000 Penalty: 4521.659668
	Iteration 2F: 3 clusters Score -1101691 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1102257.625000 Penalty: 4521.659668
	Iteration 3F: 3 clusters Score -1102258 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1102897.125000 Penalty: 4521.659668
	Iteration 4F: 3 clusters Score -1102897 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1103598.125000 Penalty: 4521.659668
	Iteration 5F: 3 clusters Score -1103598 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1104148.750000 Penalty: 4521.659668
	Iteration 6F: 3 clusters Score -1104149 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1104508.125000 Penalty: 4521.659668
	Iteration 7F: 3 clusters Score -1104508 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1104709.875000 Penalty: 4521.659668
	Iteration 8Q: 3 clusters Score -1104710 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1104813.875000 Penalty: 4521.659668
	Iteration 9Q: 3 clusters Score -1104814 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1104880.000000 Penalty: 4521.659668
	Iteration 10Q: 3 clusters Score -1104880 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1104952.500000 Penalty: 4521.659668
	Iteration 11Q: 3 clusters Score -1104952 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1105040.625000 Penalty: 4521.659668
	Iteration 12Q: 3 clusters Score -1105041 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1105122.500000 Penalty: 4521.659668
	Iteration 13Q: 3 clusters Score -1105122 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1105176.250000 Penalty: 4521.659668
	Iteration 14Q: 3 clusters Score -1105176 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1105220.250000 Penalty: 4521.659668
	Iteration 15Q: 3 clusters Score -1105220 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1105242.625000 Penalty: 4521.659668
	Iteration 16Q: 3 clusters Score -1105243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1105251.625000 Penalty: 4521.659668
	Iteration 17Q: 3 clusters Score -1105252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1105258.750000 Penalty: 4521.659668
	Iteration 18Q: 3 clusters Score -1105259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1105266.000000 Penalty: 4521.659668
	Iteration 19Q: 3 clusters Score -1105266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1105272.875000 Penalty: 4521.659668
	Iteration 20F: 3 clusters Score -1105273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1105278.875000 Penalty: 4521.659668
	Iteration 21Q: 3 clusters Score -1105279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1105285.375000 Penalty: 4521.659668
	Iteration 22Q: 3 clusters Score -1105285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1105288.375000 Penalty: 4521.659668
	Iteration 23Q: 3 clusters Score -1105288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1105287.625000 Penalty: 4521.659668
	Iteration 24Q: 3 clusters Score -1105288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1105288.750000 Penalty: 4521.659668
	Iteration 25Q: 3 clusters Score -1105289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1105290.125000 Penalty: 4521.659668
	Iteration 26Q: 3 clusters Score -1105290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1105292.500000 Penalty: 4521.659668
	Iteration 27Q: 3 clusters Score -1105292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1105293.875000 Penalty: 4521.659668
	Iteration 28Q: 3 clusters Score -1105294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1105296.375000 Penalty: 4521.659668
	Iteration 29Q: 3 clusters Score -1105296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1105296.750000 Penalty: 4521.659668
	Iteration 30Q: 3 clusters Score -1105297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1105298.500000 Penalty: 4521.659668
	Iteration 31Q: 3 clusters Score -1105298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1105298.125000 Penalty: 4521.659668
	Iteration 32Q: 3 clusters Score -1105298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1105298.250000 Penalty: 4521.659668
	Iteration 33Q: 3 clusters Score -1105298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1105299.375000 Penalty: 4521.659668
	Iteration 34Q: 3 clusters Score -1105299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1105300.375000 Penalty: 4521.659668
	Iteration 35Q: 3 clusters Score -1105300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1105300.375000 Penalty: 4521.659668
	Iteration 36Q: 3 clusters Score -1105300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1105300.375000 Penalty: 4521.659668
	Iteration 37F: 3 clusters Score -1105300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160416 members 
Entering Unmasked Estep 
Score: -20545874.000000 Penalty: 2972.410400
	Iteration 0F: 2 clusters Score -2.054587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80232 members 
Mstep: Class 2 contains 80184 members 
Entering Unmasked Estep 
Score: -20446768.000000 Penalty: 5944.820801
	Iteration 0F: 3 clusters Score -2.044677e+07 nChanged 76711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 80841 members 
Entering Unmasked Estep 
Score: -20492818.000000 Penalty: 5944.820801
	Iteration 1F: 3 clusters Score -2.049282e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78528 members 
Mstep: Class 2 contains 81888 members 
Entering Unmasked Estep 
Score: -20494356.000000 Penalty: 5944.820801
	Iteration 2Q: 3 clusters Score -2.049436e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76666 members 
Mstep: Class 2 contains 83750 members 
Entering Unmasked Estep 
Score: -20496590.000000 Penalty: 5944.820801
	Iteration 3Q: 3 clusters Score -2.049659e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Mstep: Class 2 contains 86909 members 
Entering Unmasked Estep 
Score: -20500538.000000 Penalty: 5944.820801
	Iteration 4F: 3 clusters Score -2.050054e+07 nChanged 10093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68740 members 
Mstep: Class 2 contains 91676 members 
Entering Unmasked Estep 
Score: -20506540.000000 Penalty: 5944.820801
	Iteration 5F: 3 clusters Score -2.050654e+07 nChanged 11475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -20514794.000000 Penalty: 5944.820801
	Iteration 6F: 3 clusters Score -2.051479e+07 nChanged 11718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 104055 members 
Entering Unmasked Estep 
Score: -20524740.000000 Penalty: 5944.820801
	Iteration 7F: 3 clusters Score -2.052474e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 109155 members 
Entering Unmasked Estep 
Score: -20532468.000000 Penalty: 5944.820801
	Iteration 8F: 3 clusters Score -2.053247e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 112505 members 
Entering Unmasked Estep 
Score: -20536148.000000 Penalty: 5944.820801
	Iteration 9Q: 3 clusters Score -2.053615e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 115104 members 
Entering Unmasked Estep 
Score: -20537556.000000 Penalty: 5944.820801
	Iteration 10Q: 3 clusters Score -2.053756e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 117475 members 
Entering Unmasked Estep 
Score: -20538250.000000 Penalty: 5944.820801
	Iteration 11Q: 3 clusters Score -2.053825e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 119723 members 
Entering Unmasked Estep 
Score: -20538892.000000 Penalty: 5944.820801
	Iteration 12Q: 3 clusters Score -2.053889e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 121968 members 
Entering Unmasked Estep 
Score: -20539348.000000 Penalty: 5944.820801
	Iteration 13Q: 3 clusters Score -2.053935e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 124126 members 
Entering Unmasked Estep 
Score: -20539710.000000 Penalty: 5944.820801
	Iteration 14Q: 3 clusters Score -2.053971e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 126313 members 
Entering Unmasked Estep 
Score: -20540266.000000 Penalty: 5944.820801
	Iteration 15Q: 3 clusters Score -2.054027e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 128503 members 
Entering Unmasked Estep 
Score: -20540700.000000 Penalty: 5944.820801
	Iteration 16Q: 3 clusters Score -2.05407e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 130621 members 
Entering Unmasked Estep 
Score: -20541220.000000 Penalty: 5944.820801
	Iteration 17Q: 3 clusters Score -2.054122e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 132618 members 
Entering Unmasked Estep 
Score: -20541762.000000 Penalty: 5944.820801
	Iteration 18Q: 3 clusters Score -2.054176e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 134586 members 
Entering Unmasked Estep 
Score: -20542312.000000 Penalty: 5944.820801
	Iteration 19Q: 3 clusters Score -2.054231e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 136424 members 
Entering Unmasked Estep 
Score: -20542806.000000 Penalty: 5944.820801
	Iteration 20F: 3 clusters Score -2.054281e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 138137 members 
Entering Unmasked Estep 
Score: -20543244.000000 Penalty: 5944.820801
	Iteration 21Q: 3 clusters Score -2.054324e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 139915 members 
Entering Unmasked Estep 
Score: -20543836.000000 Penalty: 5944.820801
	Iteration 22Q: 3 clusters Score -2.054384e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 141679 members 
Entering Unmasked Estep 
Score: -20544194.000000 Penalty: 5944.820801
	Iteration 23Q: 3 clusters Score -2.054419e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 143367 members 
Entering Unmasked Estep 
Score: -20544622.000000 Penalty: 5944.820801
	Iteration 24Q: 3 clusters Score -2.054462e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 144928 members 
Entering Unmasked Estep 
Score: -20544844.000000 Penalty: 5944.820801
	Iteration 25Q: 3 clusters Score -2.054484e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 146414 members 
Entering Unmasked Estep 
Score: -20545220.000000 Penalty: 5944.820801
	Iteration 26Q: 3 clusters Score -2.054522e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 147843 members 
Entering Unmasked Estep 
Score: -20545622.000000 Penalty: 5944.820801
	Iteration 27Q: 3 clusters Score -2.054562e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 149191 members 
Entering Unmasked Estep 
Score: -20545840.000000 Penalty: 5944.820801
	Iteration 28Q: 3 clusters Score -2.054584e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 150496 members 
Entering Unmasked Estep 
Score: -20546014.000000 Penalty: 5944.820801
	Iteration 29Q: 3 clusters Score -2.054601e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 151632 members 
Entering Unmasked Estep 
Score: -20546004.000000 Penalty: 5944.820801
	Iteration 30Q: 3 clusters Score -2.0546e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 152612 members 
Entering Unmasked Estep 
Score: -20545848.000000 Penalty: 5944.820801
	Iteration 31Q: 3 clusters Score -2.054585e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 153453 members 
Entering Unmasked Estep 
Score: -20545744.000000 Penalty: 5944.820801
	Iteration 32Q: 3 clusters Score -2.054574e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 154240 members 
Entering Unmasked Estep 
Score: -20545658.000000 Penalty: 5944.820801
	Iteration 33Q: 3 clusters Score -2.054566e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 154920 members 
Entering Unmasked Estep 
Score: -20545602.000000 Penalty: 5944.820801
	Iteration 34Q: 3 clusters Score -2.05456e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 155499 members 
Entering Unmasked Estep 
Score: -20545478.000000 Penalty: 5944.820801
	Iteration 35Q: 3 clusters Score -2.054548e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 155984 members 
Entering Unmasked Estep 
Score: -20545406.000000 Penalty: 5944.820801
	Iteration 36Q: 3 clusters Score -2.054541e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 156391 members 
Entering Unmasked Estep 
Score: -20545388.000000 Penalty: 5944.820801
	Iteration 37Q: 3 clusters Score -2.054539e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 156741 members 
Entering Unmasked Estep 
Score: -20545306.000000 Penalty: 5944.820801
	Iteration 38Q: 3 clusters Score -2.054531e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 157044 members 
Entering Unmasked Estep 
Score: -20545206.000000 Penalty: 5944.820801
	Iteration 39Q: 3 clusters Score -2.054521e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 157314 members 
Entering Unmasked Estep 
Score: -20545114.000000 Penalty: 5944.820801
	Iteration 40F: 3 clusters Score -2.054511e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 157560 members 
Entering Unmasked Estep 
Score: -20544984.000000 Penalty: 5944.820801
	Iteration 41Q: 3 clusters Score -2.054498e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 157784 members 
Entering Unmasked Estep 
Score: -20544978.000000 Penalty: 5944.820801
	Iteration 42Q: 3 clusters Score -2.054498e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 157955 members 
Entering Unmasked Estep 
Score: -20544912.000000 Penalty: 5944.820801
	Iteration 43Q: 3 clusters Score -2.054491e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 158099 members 
Entering Unmasked Estep 
Score: -20544876.000000 Penalty: 5944.820801
	Iteration 44Q: 3 clusters Score -2.054488e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 158211 members 
Entering Unmasked Estep 
Score: -20544868.000000 Penalty: 5944.820801
	Iteration 45Q: 3 clusters Score -2.054487e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 158298 members 
Entering Unmasked Estep 
Score: -20544812.000000 Penalty: 5944.820801
	Iteration 46Q: 3 clusters Score -2.054481e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 158358 members 
Entering Unmasked Estep 
Score: -20544786.000000 Penalty: 5944.820801
	Iteration 47Q: 3 clusters Score -2.054479e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 158416 members 
Entering Unmasked Estep 
Score: -20544740.000000 Penalty: 5944.820801
	Iteration 48Q: 3 clusters Score -2.054474e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 158460 members 
Entering Unmasked Estep 
Score: -20544722.000000 Penalty: 5944.820801
	Iteration 49Q: 3 clusters Score -2.054472e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 158506 members 
Entering Unmasked Estep 
Score: -20544694.000000 Penalty: 5944.820801
	Iteration 50Q: 3 clusters Score -2.054469e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 158543 members 
Entering Unmasked Estep 
Score: -20544630.000000 Penalty: 5944.820801
	Iteration 51Q: 3 clusters Score -2.054463e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 158587 members 
Entering Unmasked Estep 
Score: -20544598.000000 Penalty: 5944.820801
	Iteration 52Q: 3 clusters Score -2.05446e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 158614 members 
Entering Unmasked Estep 
Score: -20544568.000000 Penalty: 5944.820801
	Iteration 53Q: 3 clusters Score -2.054457e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 158641 members 
Entering Unmasked Estep 
Score: -20544570.000000 Penalty: 5944.820801
	Iteration 54Q: 3 clusters Score -2.054457e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 158672 members 
Entering Unmasked Estep 
Score: -20544566.000000 Penalty: 5944.820801
	Iteration 55Q: 3 clusters Score -2.054457e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 158710 members 
Entering Unmasked Estep 
Score: -20544564.000000 Penalty: 5944.820801
	Iteration 56Q: 3 clusters Score -2.054456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 158735 members 
Entering Unmasked Estep 
Score: -20544540.000000 Penalty: 5944.820801
	Iteration 57Q: 3 clusters Score -2.054454e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 158759 members 
Entering Unmasked Estep 
Score: -20544532.000000 Penalty: 5944.820801
	Iteration 58Q: 3 clusters Score -2.054453e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 158783 members 
Entering Unmasked Estep 
Score: -20544532.000000 Penalty: 5944.820801
	Iteration 59Q: 3 clusters Score -2.054453e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 158803 members 
Entering Unmasked Estep 
Score: -20544522.000000 Penalty: 5944.820801
	Iteration 60F: 3 clusters Score -2.054452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 158822 members 
Entering Unmasked Estep 
Score: -20544512.000000 Penalty: 5944.820801
	Iteration 61Q: 3 clusters Score -2.054451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 158841 members 
Entering Unmasked Estep 
Score: -20544524.000000 Penalty: 5944.820801
	Iteration 62Q: 3 clusters Score -2.054452e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 158856 members 
Entering Unmasked Estep 
Score: -20544510.000000 Penalty: 5944.820801
	Iteration 63Q: 3 clusters Score -2.054451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 158872 members 
Entering Unmasked Estep 
Score: -20544500.000000 Penalty: 5944.820801
	Iteration 64Q: 3 clusters Score -2.05445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 158886 members 
Entering Unmasked Estep 
Score: -20544526.000000 Penalty: 5944.820801
	Iteration 65Q: 3 clusters Score -2.054453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 158898 members 
Entering Unmasked Estep 
Score: -20544522.000000 Penalty: 5944.820801
	Iteration 66Q: 3 clusters Score -2.054452e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 158915 members 
Entering Unmasked Estep 
Score: -20544512.000000 Penalty: 5944.820801
	Iteration 67Q: 3 clusters Score -2.054451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 158928 members 
Entering Unmasked Estep 
Score: -20544494.000000 Penalty: 5944.820801
	Iteration 68Q: 3 clusters Score -2.054449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 158949 members 
Entering Unmasked Estep 
Score: -20544484.000000 Penalty: 5944.820801
	Iteration 69Q: 3 clusters Score -2.054448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 158963 members 
Entering Unmasked Estep 
Score: -20544472.000000 Penalty: 5944.820801
	Iteration 70Q: 3 clusters Score -2.054447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 158970 members 
Entering Unmasked Estep 
Score: -20544478.000000 Penalty: 5944.820801
	Iteration 71Q: 3 clusters Score -2.054448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 158980 members 
Entering Unmasked Estep 
Score: -20544434.000000 Penalty: 5944.820801
	Iteration 72Q: 3 clusters Score -2.054443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 158989 members 
Entering Unmasked Estep 
Score: -20544442.000000 Penalty: 5944.820801
	Iteration 73Q: 3 clusters Score -2.054444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 158996 members 
Entering Unmasked Estep 
Score: -20544434.000000 Penalty: 5944.820801
	Iteration 74Q: 3 clusters Score -2.054443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 158998 members 
Entering Unmasked Estep 
Score: -20544426.000000 Penalty: 5944.820801
	Iteration 75Q: 3 clusters Score -2.054443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 158998 members 
Entering Unmasked Estep 
Score: -20544426.000000 Penalty: 5944.820801
	Iteration 76F: 3 clusters Score -2.054443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (104160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104160 members 
Entering Unmasked Estep 
Score: -13314353.000000 Penalty: 2865.313477
	Iteration 0F: 2 clusters Score -1.331435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -13244976.000000 Penalty: 5730.626953
	Iteration 0F: 3 clusters Score -1.324498e+07 nChanged 49447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -13273948.000000 Penalty: 5730.626953
	Iteration 1F: 3 clusters Score -1.327395e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -13275098.000000 Penalty: 5730.626953
	Iteration 2Q: 3 clusters Score -1.32751e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -13276662.000000 Penalty: 5730.626953
	Iteration 3Q: 3 clusters Score -1.327666e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -13278469.000000 Penalty: 5730.626953
	Iteration 4Q: 3 clusters Score -1.327847e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -13281102.000000 Penalty: 5730.626953
	Iteration 5Q: 3 clusters Score -1.32811e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61766 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -13284594.000000 Penalty: 5730.626953
	Iteration 6F: 3 clusters Score -1.328459e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -13289684.000000 Penalty: 5730.626953
	Iteration 7F: 3 clusters Score -1.328968e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64904 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -13295171.000000 Penalty: 5730.626953
	Iteration 8F: 3 clusters Score -1.329517e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -13298852.000000 Penalty: 5730.626953
	Iteration 9F: 3 clusters Score -1.329885e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -13300314.000000 Penalty: 5730.626953
	Iteration 10Q: 3 clusters Score -1.330031e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -13300946.000000 Penalty: 5730.626953
	Iteration 11Q: 3 clusters Score -1.330095e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67071 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -13301258.000000 Penalty: 5730.626953
	Iteration 12Q: 3 clusters Score -1.330126e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67662 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -13301518.000000 Penalty: 5730.626953
	Iteration 13Q: 3 clusters Score -1.330152e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68278 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -13301846.000000 Penalty: 5730.626953
	Iteration 14Q: 3 clusters Score -1.330185e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -13302015.000000 Penalty: 5730.626953
	Iteration 15Q: 3 clusters Score -1.330202e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -13302106.000000 Penalty: 5730.626953
	Iteration 16Q: 3 clusters Score -1.330211e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70102 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -13302234.000000 Penalty: 5730.626953
	Iteration 17Q: 3 clusters Score -1.330223e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -13302425.000000 Penalty: 5730.626953
	Iteration 18Q: 3 clusters Score -1.330242e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71372 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -13302542.000000 Penalty: 5730.626953
	Iteration 19Q: 3 clusters Score -1.330254e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -13302707.000000 Penalty: 5730.626953
	Iteration 20F: 3 clusters Score -1.330271e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72814 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -13302931.000000 Penalty: 5730.626953
	Iteration 21Q: 3 clusters Score -1.330293e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73593 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -13303141.000000 Penalty: 5730.626953
	Iteration 22Q: 3 clusters Score -1.330314e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74448 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -13303283.000000 Penalty: 5730.626953
	Iteration 23Q: 3 clusters Score -1.330328e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75292 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -13303413.000000 Penalty: 5730.626953
	Iteration 24Q: 3 clusters Score -1.330341e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -13303607.000000 Penalty: 5730.626953
	Iteration 25Q: 3 clusters Score -1.330361e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77178 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -13303797.000000 Penalty: 5730.626953
	Iteration 26Q: 3 clusters Score -1.33038e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -13303980.000000 Penalty: 5730.626953
	Iteration 27Q: 3 clusters Score -1.330398e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79263 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -13304195.000000 Penalty: 5730.626953
	Iteration 28Q: 3 clusters Score -1.33042e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -13304389.000000 Penalty: 5730.626953
	Iteration 29Q: 3 clusters Score -1.330439e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81456 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -13304632.000000 Penalty: 5730.626953
	Iteration 30Q: 3 clusters Score -1.330463e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -13304894.000000 Penalty: 5730.626953
	Iteration 31Q: 3 clusters Score -1.330489e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83698 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -13305173.000000 Penalty: 5730.626953
	Iteration 32Q: 3 clusters Score -1.330517e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -13305454.000000 Penalty: 5730.626953
	Iteration 33Q: 3 clusters Score -1.330545e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86085 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -13305716.000000 Penalty: 5730.626953
	Iteration 34Q: 3 clusters Score -1.330572e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87331 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -13306114.000000 Penalty: 5730.626953
	Iteration 35Q: 3 clusters Score -1.330611e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -13306511.000000 Penalty: 5730.626953
	Iteration 36Q: 3 clusters Score -1.330651e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -13306911.000000 Penalty: 5730.626953
	Iteration 37Q: 3 clusters Score -1.330691e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91218 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -13307371.000000 Penalty: 5730.626953
	Iteration 38Q: 3 clusters Score -1.330737e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92516 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -13307872.000000 Penalty: 5730.626953
	Iteration 39Q: 3 clusters Score -1.330787e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93807 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -13308308.000000 Penalty: 5730.626953
	Iteration 40F: 3 clusters Score -1.330831e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95001 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -13308722.000000 Penalty: 5730.626953
	Iteration 41Q: 3 clusters Score -1.330872e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -13309150.000000 Penalty: 5730.626953
	Iteration 42Q: 3 clusters Score -1.330915e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97111 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -13309556.000000 Penalty: 5730.626953
	Iteration 43Q: 3 clusters Score -1.330956e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98008 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -13309833.000000 Penalty: 5730.626953
	Iteration 44Q: 3 clusters Score -1.330983e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98822 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -13310141.000000 Penalty: 5730.626953
	Iteration 45Q: 3 clusters Score -1.331014e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99554 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -13310415.000000 Penalty: 5730.626953
	Iteration 46Q: 3 clusters Score -1.331042e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100162 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -13310740.000000 Penalty: 5730.626953
	Iteration 47Q: 3 clusters Score -1.331074e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -13310944.000000 Penalty: 5730.626953
	Iteration 48Q: 3 clusters Score -1.331094e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101087 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -13311135.000000 Penalty: 5730.626953
	Iteration 49Q: 3 clusters Score -1.331114e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101483 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -13311316.000000 Penalty: 5730.626953
	Iteration 50Q: 3 clusters Score -1.331132e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -13311506.000000 Penalty: 5730.626953
	Iteration 51Q: 3 clusters Score -1.331151e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102065 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -13311617.000000 Penalty: 5730.626953
	Iteration 52Q: 3 clusters Score -1.331162e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102252 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -13311723.000000 Penalty: 5730.626953
	Iteration 53Q: 3 clusters Score -1.331172e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102405 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -13311758.000000 Penalty: 5730.626953
	Iteration 54Q: 3 clusters Score -1.331176e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -13311807.000000 Penalty: 5730.626953
	Iteration 55Q: 3 clusters Score -1.331181e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -13311838.000000 Penalty: 5730.626953
	Iteration 56Q: 3 clusters Score -1.331184e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102668 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -13311844.000000 Penalty: 5730.626953
	Iteration 57Q: 3 clusters Score -1.331184e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102711 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -13311870.000000 Penalty: 5730.626953
	Iteration 58Q: 3 clusters Score -1.331187e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102747 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -13311856.000000 Penalty: 5730.626953
	Iteration 59Q: 3 clusters Score -1.331186e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102776 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -13311860.000000 Penalty: 5730.626953
	Iteration 60F: 3 clusters Score -1.331186e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -13311862.000000 Penalty: 5730.626953
	Iteration 61Q: 3 clusters Score -1.331186e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102829 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -13311881.000000 Penalty: 5730.626953
	Iteration 62Q: 3 clusters Score -1.331188e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102850 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -13311884.000000 Penalty: 5730.626953
	Iteration 63Q: 3 clusters Score -1.331188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102859 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13311911.000000 Penalty: 5730.626953
	Iteration 64Q: 3 clusters Score -1.331191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -13311901.000000 Penalty: 5730.626953
	Iteration 65Q: 3 clusters Score -1.33119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102882 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -13311911.000000 Penalty: 5730.626953
	Iteration 66Q: 3 clusters Score -1.331191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102901 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -13311920.000000 Penalty: 5730.626953
	Iteration 67Q: 3 clusters Score -1.331192e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102914 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -13311914.000000 Penalty: 5730.626953
	Iteration 68Q: 3 clusters Score -1.331191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102929 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -13311912.000000 Penalty: 5730.626953
	Iteration 69Q: 3 clusters Score -1.331191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102946 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -13311914.000000 Penalty: 5730.626953
	Iteration 70Q: 3 clusters Score -1.331191e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102965 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -13311931.000000 Penalty: 5730.626953
	Iteration 71Q: 3 clusters Score -1.331193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102984 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -13311950.000000 Penalty: 5730.626953
	Iteration 72Q: 3 clusters Score -1.331195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -13311962.000000 Penalty: 5730.626953
	Iteration 73Q: 3 clusters Score -1.331196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103023 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -13311945.000000 Penalty: 5730.626953
	Iteration 74Q: 3 clusters Score -1.331194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103033 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -13311971.000000 Penalty: 5730.626953
	Iteration 75Q: 3 clusters Score -1.331197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103045 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -13311960.000000 Penalty: 5730.626953
	Iteration 76Q: 3 clusters Score -1.331196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103056 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -13311965.000000 Penalty: 5730.626953
	Iteration 77Q: 3 clusters Score -1.331196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103062 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -13311968.000000 Penalty: 5730.626953
	Iteration 78Q: 3 clusters Score -1.331197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103068 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -13311967.000000 Penalty: 5730.626953
	Iteration 79Q: 3 clusters Score -1.331197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -13311961.000000 Penalty: 5730.626953
	Iteration 80F: 3 clusters Score -1.331196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103075 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -13311963.000000 Penalty: 5730.626953
	Iteration 81Q: 3 clusters Score -1.331196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103081 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -13311972.000000 Penalty: 5730.626953
	Iteration 82Q: 3 clusters Score -1.331197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103087 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -13311963.000000 Penalty: 5730.626953
	Iteration 83Q: 3 clusters Score -1.331196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103095 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -13311972.000000 Penalty: 5730.626953
	Iteration 84Q: 3 clusters Score -1.331197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103100 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -13311977.000000 Penalty: 5730.626953
	Iteration 85Q: 3 clusters Score -1.331198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103107 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -13311977.000000 Penalty: 5730.626953
	Iteration 86Q: 3 clusters Score -1.331198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103110 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -13311978.000000 Penalty: 5730.626953
	Iteration 87Q: 3 clusters Score -1.331198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103111 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -13311982.000000 Penalty: 5730.626953
	Iteration 88Q: 3 clusters Score -1.331198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103112 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -13311981.000000 Penalty: 5730.626953
	Iteration 89Q: 3 clusters Score -1.331198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103114 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -13311970.000000 Penalty: 5730.626953
	Iteration 90Q: 3 clusters Score -1.331197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103115 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -13311976.000000 Penalty: 5730.626953
	Iteration 91Q: 3 clusters Score -1.331198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103116 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -13311970.000000 Penalty: 5730.626953
	Iteration 92Q: 3 clusters Score -1.331197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103116 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -13311970.000000 Penalty: 5730.626953
	Iteration 93F: 3 clusters Score -1.331197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68904 members 
Entering Unmasked Estep 
Score: -8535907.000000 Penalty: 2762.836426
	Iteration 0F: 2 clusters Score -8535907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -8489663.000000 Penalty: 5525.672852
	Iteration 0F: 3 clusters Score -8489663 nChanged 32273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -8507896.000000 Penalty: 5525.672852
	Iteration 1F: 3 clusters Score -8507896 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -8508546.000000 Penalty: 5525.672852
	Iteration 2Q: 3 clusters Score -8508546 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -8509322.000000 Penalty: 5525.672852
	Iteration 3Q: 3 clusters Score -8509322 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -8510280.000000 Penalty: 5525.672852
	Iteration 4Q: 3 clusters Score -8510280 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -8511276.000000 Penalty: 5525.672852
	Iteration 5Q: 3 clusters Score -8511276 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -8512428.000000 Penalty: 5525.672852
	Iteration 6Q: 3 clusters Score -8512428 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -8513691.000000 Penalty: 5525.672852
	Iteration 7Q: 3 clusters Score -8513691 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -8514774.000000 Penalty: 5525.672852
	Iteration 8Q: 3 clusters Score -8514774 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -8515784.000000 Penalty: 5525.672852
	Iteration 9Q: 3 clusters Score -8515784 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -8516732.000000 Penalty: 5525.672852
	Iteration 10Q: 3 clusters Score -8516732 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -8517567.000000 Penalty: 5525.672852
	Iteration 11Q: 3 clusters Score -8517567 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -8518436.000000 Penalty: 5525.672852
	Iteration 12Q: 3 clusters Score -8518436 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -8519472.000000 Penalty: 5525.672852
	Iteration 13Q: 3 clusters Score -8519472 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -8520917.000000 Penalty: 5525.672852
	Iteration 14Q: 3 clusters Score -8520917 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -8522688.000000 Penalty: 5525.672852
	Iteration 15Q: 3 clusters Score -8522688 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -8524998.000000 Penalty: 5525.672852
	Iteration 16F: 3 clusters Score -8524998 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -8527322.000000 Penalty: 5525.672852
	Iteration 17Q: 3 clusters Score -8527322 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -8529492.000000 Penalty: 5525.672852
	Iteration 18Q: 3 clusters Score -8529492 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -8531237.000000 Penalty: 5525.672852
	Iteration 19Q: 3 clusters Score -8531237 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8532291.000000 Penalty: 5525.672852
	Iteration 20F: 3 clusters Score -8532291 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8532912.000000 Penalty: 5525.672852
	Iteration 21Q: 3 clusters Score -8532912 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8533212.000000 Penalty: 5525.672852
	Iteration 22Q: 3 clusters Score -8533212 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68251 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8533349.000000 Penalty: 5525.672852
	Iteration 23Q: 3 clusters Score -8533349 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8533436.000000 Penalty: 5525.672852
	Iteration 24Q: 3 clusters Score -8533436 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8533483.000000 Penalty: 5525.672852
	Iteration 25Q: 3 clusters Score -8533483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8533533.000000 Penalty: 5525.672852
	Iteration 26Q: 3 clusters Score -8533533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68458 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8533552.000000 Penalty: 5525.672852
	Iteration 27Q: 3 clusters Score -8533552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8533563.000000 Penalty: 5525.672852
	Iteration 28Q: 3 clusters Score -8533563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8533569.000000 Penalty: 5525.672852
	Iteration 29Q: 3 clusters Score -8533569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8533574.000000 Penalty: 5525.672852
	Iteration 30Q: 3 clusters Score -8533574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8533579.000000 Penalty: 5525.672852
	Iteration 31Q: 3 clusters Score -8533579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8533589.000000 Penalty: 5525.672852
	Iteration 32Q: 3 clusters Score -8533589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8533588.000000 Penalty: 5525.672852
	Iteration 33Q: 3 clusters Score -8533588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8533588.000000 Penalty: 5525.672852
	Iteration 34Q: 3 clusters Score -8533588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68503 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8533592.000000 Penalty: 5525.672852
	Iteration 35Q: 3 clusters Score -8533592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8533598.000000 Penalty: 5525.672852
	Iteration 36Q: 3 clusters Score -8533598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8533598.000000 Penalty: 5525.672852
	Iteration 37F: 3 clusters Score -8533598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79533 members 
Entering Unmasked Estep 
Score: -10073227.000000 Penalty: 2798.413818
	Iteration 0F: 2 clusters Score -1.007323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -10020250.000000 Penalty: 5596.827637
	Iteration 0F: 3 clusters Score -1.002025e+07 nChanged 37301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -10041795.000000 Penalty: 5596.827637
	Iteration 1F: 3 clusters Score -1.00418e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -10043304.000000 Penalty: 5596.827637
	Iteration 2Q: 3 clusters Score -1.00433e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -10045638.000000 Penalty: 5596.827637
	Iteration 3F: 3 clusters Score -1.004564e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -10048486.000000 Penalty: 5596.827637
	Iteration 4F: 3 clusters Score -1.004849e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -10051853.000000 Penalty: 5596.827637
	Iteration 5F: 3 clusters Score -1.005185e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -10055764.000000 Penalty: 5596.827637
	Iteration 6F: 3 clusters Score -1.005576e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -10059804.000000 Penalty: 5596.827637
	Iteration 7F: 3 clusters Score -1.00598e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -10063858.000000 Penalty: 5596.827637
	Iteration 8F: 3 clusters Score -1.006386e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -10067119.000000 Penalty: 5596.827637
	Iteration 9Q: 3 clusters Score -1.006712e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 66981 members 
Entering Unmasked Estep 
Score: -10068728.000000 Penalty: 5596.827637
	Iteration 10Q: 3 clusters Score -1.006873e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -10069469.000000 Penalty: 5596.827637
	Iteration 11Q: 3 clusters Score -1.006947e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -10070070.000000 Penalty: 5596.827637
	Iteration 12Q: 3 clusters Score -1.007007e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 70598 members 
Entering Unmasked Estep 
Score: -10070647.000000 Penalty: 5596.827637
	Iteration 13Q: 3 clusters Score -1.007065e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 71543 members 
Entering Unmasked Estep 
Score: -10071140.000000 Penalty: 5596.827637
	Iteration 14Q: 3 clusters Score -1.007114e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -10071539.000000 Penalty: 5596.827637
	Iteration 15Q: 3 clusters Score -1.007154e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -10071771.000000 Penalty: 5596.827637
	Iteration 16Q: 3 clusters Score -1.007177e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 73409 members 
Entering Unmasked Estep 
Score: -10071976.000000 Penalty: 5596.827637
	Iteration 17Q: 3 clusters Score -1.007198e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 73819 members 
Entering Unmasked Estep 
Score: -10072111.000000 Penalty: 5596.827637
	Iteration 18Q: 3 clusters Score -1.007211e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 74148 members 
Entering Unmasked Estep 
Score: -10072236.000000 Penalty: 5596.827637
	Iteration 19Q: 3 clusters Score -1.007224e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 74439 members 
Entering Unmasked Estep 
Score: -10072291.000000 Penalty: 5596.827637
	Iteration 20F: 3 clusters Score -1.007229e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -10072359.000000 Penalty: 5596.827637
	Iteration 21Q: 3 clusters Score -1.007236e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 74850 members 
Entering Unmasked Estep 
Score: -10072384.000000 Penalty: 5596.827637
	Iteration 22Q: 3 clusters Score -1.007238e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -10072374.000000 Penalty: 5596.827637
	Iteration 23Q: 3 clusters Score -1.007237e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 75120 members 
Entering Unmasked Estep 
Score: -10072405.000000 Penalty: 5596.827637
	Iteration 24Q: 3 clusters Score -1.00724e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
Score: -10072401.000000 Penalty: 5596.827637
	Iteration 25Q: 3 clusters Score -1.00724e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 75310 members 
Entering Unmasked Estep 
Score: -10072412.000000 Penalty: 5596.827637
	Iteration 26Q: 3 clusters Score -1.007241e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 75385 members 
Entering Unmasked Estep 
Score: -10072446.000000 Penalty: 5596.827637
	Iteration 27Q: 3 clusters Score -1.007245e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
Score: -10072465.000000 Penalty: 5596.827637
	Iteration 28Q: 3 clusters Score -1.007246e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 75525 members 
Entering Unmasked Estep 
Score: -10072469.000000 Penalty: 5596.827637
	Iteration 29Q: 3 clusters Score -1.007247e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 75579 members 
Entering Unmasked Estep 
Score: -10072481.000000 Penalty: 5596.827637
	Iteration 30Q: 3 clusters Score -1.007248e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 75622 members 
Entering Unmasked Estep 
Score: -10072499.000000 Penalty: 5596.827637
	Iteration 31Q: 3 clusters Score -1.00725e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 75668 members 
Entering Unmasked Estep 
Score: -10072497.000000 Penalty: 5596.827637
	Iteration 32Q: 3 clusters Score -1.00725e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 75703 members 
Entering Unmasked Estep 
Score: -10072492.000000 Penalty: 5596.827637
	Iteration 33Q: 3 clusters Score -1.007249e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 75736 members 
Entering Unmasked Estep 
Score: -10072499.000000 Penalty: 5596.827637
	Iteration 34Q: 3 clusters Score -1.00725e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 75780 members 
Entering Unmasked Estep 
Score: -10072496.000000 Penalty: 5596.827637
	Iteration 35Q: 3 clusters Score -1.00725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 75810 members 
Entering Unmasked Estep 
Score: -10072494.000000 Penalty: 5596.827637
	Iteration 36Q: 3 clusters Score -1.007249e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 75835 members 
Entering Unmasked Estep 
Score: -10072504.000000 Penalty: 5596.827637
	Iteration 37Q: 3 clusters Score -1.00725e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
Score: -10072502.000000 Penalty: 5596.827637
	Iteration 38Q: 3 clusters Score -1.00725e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -10072515.000000 Penalty: 5596.827637
	Iteration 39Q: 3 clusters Score -1.007252e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 75905 members 
Entering Unmasked Estep 
Score: -10072526.000000 Penalty: 5596.827637
	Iteration 40F: 3 clusters Score -1.007253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 75929 members 
Entering Unmasked Estep 
Score: -10072519.000000 Penalty: 5596.827637
	Iteration 41Q: 3 clusters Score -1.007252e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 75952 members 
Entering Unmasked Estep 
Score: -10072525.000000 Penalty: 5596.827637
	Iteration 42Q: 3 clusters Score -1.007252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 75967 members 
Entering Unmasked Estep 
Score: -10072518.000000 Penalty: 5596.827637
	Iteration 43Q: 3 clusters Score -1.007252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 75982 members 
Entering Unmasked Estep 
Score: -10072526.000000 Penalty: 5596.827637
	Iteration 44Q: 3 clusters Score -1.007253e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -10072528.000000 Penalty: 5596.827637
	Iteration 45Q: 3 clusters Score -1.007253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 76015 members 
Entering Unmasked Estep 
Score: -10072525.000000 Penalty: 5596.827637
	Iteration 46Q: 3 clusters Score -1.007252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -10072517.000000 Penalty: 5596.827637
	Iteration 47Q: 3 clusters Score -1.007252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 76038 members 
Entering Unmasked Estep 
Score: -10072501.000000 Penalty: 5596.827637
	Iteration 48Q: 3 clusters Score -1.00725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 76047 members 
Entering Unmasked Estep 
Score: -10072496.000000 Penalty: 5596.827637
	Iteration 49Q: 3 clusters Score -1.00725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 76055 members 
Entering Unmasked Estep 
Score: -10072501.000000 Penalty: 5596.827637
	Iteration 50Q: 3 clusters Score -1.00725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -10072494.000000 Penalty: 5596.827637
	Iteration 51Q: 3 clusters Score -1.007249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 76064 members 
Entering Unmasked Estep 
Score: -10072496.000000 Penalty: 5596.827637
	Iteration 52Q: 3 clusters Score -1.00725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 76066 members 
Entering Unmasked Estep 
Score: -10072501.000000 Penalty: 5596.827637
	Iteration 53Q: 3 clusters Score -1.00725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 76067 members 
Entering Unmasked Estep 
Score: -10072501.000000 Penalty: 5596.827637
	Iteration 54Q: 3 clusters Score -1.00725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 76067 members 
Entering Unmasked Estep 
Score: -10072501.000000 Penalty: 5596.827637
	Iteration 55F: 3 clusters Score -1.00725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -136393.796875 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -136393.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -134444.625000 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -134444.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -135228.593750 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -135228.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -135838.234375 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -135838.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -136529.406250 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -136529.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -136995.718750 Penalty: 3552.164551
	Iteration 4F: 3 clusters Score -136995.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -137146.765625 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -137146.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -137195.625000 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -137195.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -137207.234375 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -137207.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -137233.562500 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -137233.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -137263.984375 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -137264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -137300.843750 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -137300.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -137356.031250 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -137356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -137362.203125 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -137362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -137363.187500 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -137363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -137364.031250 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -137364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -137367.515625 Penalty: 3552.164551
	Iteration 15F: 3 clusters Score -137367.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -137372.062500 Penalty: 3552.164551
	Iteration 16Q: 3 clusters Score -137372.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -137372.062500 Penalty: 3552.164551
	Iteration 17F: 3 clusters Score -137372.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 150076 members 
Mstep: Class 2 contains 4130 members 
Mstep: Class 3 contains 158580 members 
Mstep: Class 4 contains 8201 members 
Mstep: Class 5 contains 13911 members 
Mstep: Class 6 contains 18977 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 9102 members 
Mstep: Class 10 contains 160416 members 
Mstep: Class 11 contains 104160 members 
Mstep: Class 12 contains 68904 members 
Mstep: Class 13 contains 79533 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 161566 members 
Mstep: Class 17 contains 154682 members 
Mstep: Class 18 contains 157408 members 
Mstep: Class 19 contains 37130 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 363 members 
Mstep: Class 22 contains 525 members 
Entering Unmasked Estep 
Score: -161307056.000000 Penalty: 76770.804688
Splitting cluster 14 changes total score from -161307088.000000 to -161307056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -50992.972656 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -50992.97 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 290 members 
Entering Unmasked Estep 
Score: -49492.187500 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -49492.19 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -49834.511719 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -49834.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49962.316406 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -49962.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -50063.562500 Penalty: 3110.410156
	Iteration 3Q: 3 clusters Score -50063.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -50120.097656 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -50120.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -50136.757812 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -50136.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -50142.019531 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -50142.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -50145.320312 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -50145.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -50157.585938 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -50157.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -50165.734375 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -50165.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50173.757812 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -50173.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50191.289062 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -50191.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -50195.367188 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -50195.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -50200.941406 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -50200.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -50200.941406 Penalty: 3110.410156
	Iteration 14F: 3 clusters Score -50200.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (161566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161566 members 
Entering Unmasked Estep 
Score: -20520970.000000 Penalty: 2974.181885
	Iteration 0F: 2 clusters Score -2.052097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80993 members 
Mstep: Class 2 contains 80573 members 
Entering Unmasked Estep 
Score: -20415538.000000 Penalty: 5948.363770
	Iteration 0F: 3 clusters Score -2.041554e+07 nChanged 77406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83465 members 
Mstep: Class 2 contains 78101 members 
Entering Unmasked Estep 
Score: -20460614.000000 Penalty: 5948.363770
	Iteration 1F: 3 clusters Score -2.046061e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 76961 members 
Entering Unmasked Estep 
Score: -20461610.000000 Penalty: 5948.363770
	Iteration 2Q: 3 clusters Score -2.046161e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86286 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -20463058.000000 Penalty: 5948.363770
	Iteration 3Q: 3 clusters Score -2.046306e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88676 members 
Mstep: Class 2 contains 72890 members 
Entering Unmasked Estep 
Score: -20465394.000000 Penalty: 5948.363770
	Iteration 4Q: 3 clusters Score -2.046539e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91920 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -20469216.000000 Penalty: 5948.363770
	Iteration 5Q: 3 clusters Score -2.046922e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95742 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -20474684.000000 Penalty: 5948.363770
	Iteration 6Q: 3 clusters Score -2.047468e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99734 members 
Mstep: Class 2 contains 61832 members 
Entering Unmasked Estep 
Score: -20481414.000000 Penalty: 5948.363770
	Iteration 7F: 3 clusters Score -2.048141e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103305 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -20488852.000000 Penalty: 5948.363770
	Iteration 8F: 3 clusters Score -2.048885e+07 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106021 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -20495140.000000 Penalty: 5948.363770
	Iteration 9F: 3 clusters Score -2.049514e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107826 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -20498878.000000 Penalty: 5948.363770
	Iteration 10Q: 3 clusters Score -2.049888e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109268 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -20500880.000000 Penalty: 5948.363770
	Iteration 11Q: 3 clusters Score -2.050088e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110706 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -20501594.000000 Penalty: 5948.363770
	Iteration 12Q: 3 clusters Score -2.050159e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112228 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -20502040.000000 Penalty: 5948.363770
	Iteration 13Q: 3 clusters Score -2.050204e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113831 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -20502384.000000 Penalty: 5948.363770
	Iteration 14Q: 3 clusters Score -2.050238e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115465 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -20502658.000000 Penalty: 5948.363770
	Iteration 15Q: 3 clusters Score -2.050266e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117179 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -20503138.000000 Penalty: 5948.363770
	Iteration 16Q: 3 clusters Score -2.050314e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119029 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -20503670.000000 Penalty: 5948.363770
	Iteration 17Q: 3 clusters Score -2.050367e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120951 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -20504218.000000 Penalty: 5948.363770
	Iteration 18Q: 3 clusters Score -2.050422e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122990 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -20504760.000000 Penalty: 5948.363770
	Iteration 19Q: 3 clusters Score -2.050476e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125172 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -20505446.000000 Penalty: 5948.363770
	Iteration 20F: 3 clusters Score -2.050545e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127501 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -20506164.000000 Penalty: 5948.363770
	Iteration 21Q: 3 clusters Score -2.050616e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129819 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -20506808.000000 Penalty: 5948.363770
	Iteration 22Q: 3 clusters Score -2.050681e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132248 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -20507550.000000 Penalty: 5948.363770
	Iteration 23Q: 3 clusters Score -2.050755e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134741 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -20508476.000000 Penalty: 5948.363770
	Iteration 24Q: 3 clusters Score -2.050848e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137387 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -20509412.000000 Penalty: 5948.363770
	Iteration 25Q: 3 clusters Score -2.050941e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140060 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -20510500.000000 Penalty: 5948.363770
	Iteration 26Q: 3 clusters Score -2.05105e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142723 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -20511550.000000 Penalty: 5948.363770
	Iteration 27Q: 3 clusters Score -2.051155e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145347 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -20512668.000000 Penalty: 5948.363770
	Iteration 28Q: 3 clusters Score -2.051267e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147775 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -20513586.000000 Penalty: 5948.363770
	Iteration 29Q: 3 clusters Score -2.051359e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149793 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -20514498.000000 Penalty: 5948.363770
	Iteration 30Q: 3 clusters Score -2.05145e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151520 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -20515256.000000 Penalty: 5948.363770
	Iteration 31Q: 3 clusters Score -2.051526e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152971 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -20515832.000000 Penalty: 5948.363770
	Iteration 32Q: 3 clusters Score -2.051583e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154256 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -20516276.000000 Penalty: 5948.363770
	Iteration 33Q: 3 clusters Score -2.051628e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155299 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -20516632.000000 Penalty: 5948.363770
	Iteration 34Q: 3 clusters Score -2.051663e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156162 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -20516892.000000 Penalty: 5948.363770
	Iteration 35Q: 3 clusters Score -2.051689e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156887 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -20517038.000000 Penalty: 5948.363770
	Iteration 36Q: 3 clusters Score -2.051704e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157488 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -20517254.000000 Penalty: 5948.363770
	Iteration 37Q: 3 clusters Score -2.051725e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157975 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -20517426.000000 Penalty: 5948.363770
	Iteration 38Q: 3 clusters Score -2.051743e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158355 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -20517588.000000 Penalty: 5948.363770
	Iteration 39Q: 3 clusters Score -2.051759e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158714 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -20517692.000000 Penalty: 5948.363770
	Iteration 40F: 3 clusters Score -2.051769e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158993 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -20517812.000000 Penalty: 5948.363770
	Iteration 41Q: 3 clusters Score -2.051781e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159222 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -20517918.000000 Penalty: 5948.363770
	Iteration 42Q: 3 clusters Score -2.051792e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159408 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -20518000.000000 Penalty: 5948.363770
	Iteration 43Q: 3 clusters Score -2.0518e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159553 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -20518036.000000 Penalty: 5948.363770
	Iteration 44Q: 3 clusters Score -2.051804e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159666 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -20518058.000000 Penalty: 5948.363770
	Iteration 45Q: 3 clusters Score -2.051806e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159761 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -20518060.000000 Penalty: 5948.363770
	Iteration 46Q: 3 clusters Score -2.051806e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159830 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -20518100.000000 Penalty: 5948.363770
	Iteration 47Q: 3 clusters Score -2.05181e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159907 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -20518112.000000 Penalty: 5948.363770
	Iteration 48Q: 3 clusters Score -2.051811e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159965 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -20518150.000000 Penalty: 5948.363770
	Iteration 49Q: 3 clusters Score -2.051815e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160021 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -20518158.000000 Penalty: 5948.363770
	Iteration 50Q: 3 clusters Score -2.051816e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160064 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -20518172.000000 Penalty: 5948.363770
	Iteration 51Q: 3 clusters Score -2.051817e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160096 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -20518190.000000 Penalty: 5948.363770
	Iteration 52Q: 3 clusters Score -2.051819e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160137 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -20518198.000000 Penalty: 5948.363770
	Iteration 53Q: 3 clusters Score -2.05182e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160180 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -20518220.000000 Penalty: 5948.363770
	Iteration 54Q: 3 clusters Score -2.051822e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160214 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -20518208.000000 Penalty: 5948.363770
	Iteration 55Q: 3 clusters Score -2.051821e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160254 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -20518238.000000 Penalty: 5948.363770
	Iteration 56Q: 3 clusters Score -2.051824e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160276 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -20518268.000000 Penalty: 5948.363770
	Iteration 57Q: 3 clusters Score -2.051827e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160307 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -20518290.000000 Penalty: 5948.363770
	Iteration 58Q: 3 clusters Score -2.051829e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160330 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -20518310.000000 Penalty: 5948.363770
	Iteration 59Q: 3 clusters Score -2.051831e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160355 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -20518324.000000 Penalty: 5948.363770
	Iteration 60F: 3 clusters Score -2.051832e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160371 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -20518330.000000 Penalty: 5948.363770
	Iteration 61Q: 3 clusters Score -2.051833e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160389 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -20518370.000000 Penalty: 5948.363770
	Iteration 62Q: 3 clusters Score -2.051837e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160404 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -20518386.000000 Penalty: 5948.363770
	Iteration 63Q: 3 clusters Score -2.051839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160416 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -20518388.000000 Penalty: 5948.363770
	Iteration 64Q: 3 clusters Score -2.051839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160427 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -20518396.000000 Penalty: 5948.363770
	Iteration 65Q: 3 clusters Score -2.05184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160433 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -20518402.000000 Penalty: 5948.363770
	Iteration 66Q: 3 clusters Score -2.05184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160436 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -20518390.000000 Penalty: 5948.363770
	Iteration 67Q: 3 clusters Score -2.051839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160438 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -20518390.000000 Penalty: 5948.363770
	Iteration 68Q: 3 clusters Score -2.051839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160439 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -20518386.000000 Penalty: 5948.363770
	Iteration 69Q: 3 clusters Score -2.051839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160439 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -20518394.000000 Penalty: 5948.363770
	Iteration 70Q: 3 clusters Score -2.051839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160439 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -20518396.000000 Penalty: 5948.363770
	Iteration 71Q: 3 clusters Score -2.05184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160437 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -20518410.000000 Penalty: 5948.363770
	Iteration 72Q: 3 clusters Score -2.051841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160438 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -20518400.000000 Penalty: 5948.363770
	Iteration 73Q: 3 clusters Score -2.05184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160438 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -20518398.000000 Penalty: 5948.363770
	Iteration 74Q: 3 clusters Score -2.05184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160441 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -20518398.000000 Penalty: 5948.363770
	Iteration 75Q: 3 clusters Score -2.05184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160444 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -20518400.000000 Penalty: 5948.363770
	Iteration 76Q: 3 clusters Score -2.05184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160448 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -20518414.000000 Penalty: 5948.363770
	Iteration 77Q: 3 clusters Score -2.051841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160454 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -20518414.000000 Penalty: 5948.363770
	Iteration 78Q: 3 clusters Score -2.051841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160458 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -20518424.000000 Penalty: 5948.363770
	Iteration 79Q: 3 clusters Score -2.051842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160463 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -20518426.000000 Penalty: 5948.363770
	Iteration 80F: 3 clusters Score -2.051843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160464 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -20518422.000000 Penalty: 5948.363770
	Iteration 81Q: 3 clusters Score -2.051842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160466 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -20518414.000000 Penalty: 5948.363770
	Iteration 82Q: 3 clusters Score -2.051841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160464 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -20518416.000000 Penalty: 5948.363770
	Iteration 83Q: 3 clusters Score -2.051842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160463 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -20518426.000000 Penalty: 5948.363770
	Iteration 84Q: 3 clusters Score -2.051843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160462 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -20518416.000000 Penalty: 5948.363770
	Iteration 85Q: 3 clusters Score -2.051842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160463 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -20518430.000000 Penalty: 5948.363770
	Iteration 86Q: 3 clusters Score -2.051843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160464 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -20518420.000000 Penalty: 5948.363770
	Iteration 87Q: 3 clusters Score -2.051842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160466 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -20518426.000000 Penalty: 5948.363770
	Iteration 88Q: 3 clusters Score -2.051843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160467 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -20518412.000000 Penalty: 5948.363770
	Iteration 89Q: 3 clusters Score -2.051841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160467 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -20518412.000000 Penalty: 5948.363770
	Iteration 90F: 3 clusters Score -2.051841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (154682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154682 members 
Entering Unmasked Estep 
Score: -19758636.000000 Penalty: 2963.383301
	Iteration 0F: 2 clusters Score -1.975864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77709 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -19659318.000000 Penalty: 5926.766602
	Iteration 0F: 3 clusters Score -1.965932e+07 nChanged 73651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79396 members 
Mstep: Class 2 contains 75286 members 
Entering Unmasked Estep 
Score: -19703188.000000 Penalty: 5926.766602
	Iteration 1F: 3 clusters Score -1.970319e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80205 members 
Mstep: Class 2 contains 74477 members 
Entering Unmasked Estep 
Score: -19705638.000000 Penalty: 5926.766602
	Iteration 2Q: 3 clusters Score -1.970564e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81197 members 
Mstep: Class 2 contains 73485 members 
Entering Unmasked Estep 
Score: -19708758.000000 Penalty: 5926.766602
	Iteration 3Q: 3 clusters Score -1.970876e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
Score: -19713152.000000 Penalty: 5926.766602
	Iteration 4F: 3 clusters Score -1.971315e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83483 members 
Mstep: Class 2 contains 71199 members 
Entering Unmasked Estep 
Score: -19718160.000000 Penalty: 5926.766602
	Iteration 5F: 3 clusters Score -1.971816e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84582 members 
Mstep: Class 2 contains 70100 members 
Entering Unmasked Estep 
Score: -19723628.000000 Penalty: 5926.766602
	Iteration 6F: 3 clusters Score -1.972363e+07 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85207 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -19729204.000000 Penalty: 5926.766602
	Iteration 7F: 3 clusters Score -1.97292e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85048 members 
Mstep: Class 2 contains 69634 members 
Entering Unmasked Estep 
Score: -19734994.000000 Penalty: 5926.766602
	Iteration 8F: 3 clusters Score -1.973499e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84245 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -19739260.000000 Penalty: 5926.766602
	Iteration 9F: 3 clusters Score -1.973926e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
Score: -19741566.000000 Penalty: 5926.766602
	Iteration 10Q: 3 clusters Score -1.974157e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82292 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -19742456.000000 Penalty: 5926.766602
	Iteration 11Q: 3 clusters Score -1.974246e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 73319 members 
Entering Unmasked Estep 
Score: -19742708.000000 Penalty: 5926.766602
	Iteration 12Q: 3 clusters Score -1.974271e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 74157 members 
Entering Unmasked Estep 
Score: -19742872.000000 Penalty: 5926.766602
	Iteration 13Q: 3 clusters Score -1.974287e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79726 members 
Mstep: Class 2 contains 74956 members 
Entering Unmasked Estep 
Score: -19742946.000000 Penalty: 5926.766602
	Iteration 14Q: 3 clusters Score -1.974295e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 75726 members 
Entering Unmasked Estep 
Score: -19743028.000000 Penalty: 5926.766602
	Iteration 15Q: 3 clusters Score -1.974303e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78132 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -19743216.000000 Penalty: 5926.766602
	Iteration 16Q: 3 clusters Score -1.974322e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77230 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -19743362.000000 Penalty: 5926.766602
	Iteration 17Q: 3 clusters Score -1.974336e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -19743524.000000 Penalty: 5926.766602
	Iteration 18Q: 3 clusters Score -1.974352e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75431 members 
Mstep: Class 2 contains 79251 members 
Entering Unmasked Estep 
Score: -19743588.000000 Penalty: 5926.766602
	Iteration 19Q: 3 clusters Score -1.974359e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74494 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -19743702.000000 Penalty: 5926.766602
	Iteration 20F: 3 clusters Score -1.97437e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 81219 members 
Entering Unmasked Estep 
Score: -19743810.000000 Penalty: 5926.766602
	Iteration 21Q: 3 clusters Score -1.974381e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72383 members 
Mstep: Class 2 contains 82299 members 
Entering Unmasked Estep 
Score: -19744030.000000 Penalty: 5926.766602
	Iteration 22Q: 3 clusters Score -1.974403e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -19744174.000000 Penalty: 5926.766602
	Iteration 23Q: 3 clusters Score -1.974417e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 84805 members 
Entering Unmasked Estep 
Score: -19744264.000000 Penalty: 5926.766602
	Iteration 24Q: 3 clusters Score -1.974426e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -19744456.000000 Penalty: 5926.766602
	Iteration 25Q: 3 clusters Score -1.974446e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 87849 members 
Entering Unmasked Estep 
Score: -19744742.000000 Penalty: 5926.766602
	Iteration 26Q: 3 clusters Score -1.974474e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 89597 members 
Entering Unmasked Estep 
Score: -19744950.000000 Penalty: 5926.766602
	Iteration 27Q: 3 clusters Score -1.974495e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63271 members 
Mstep: Class 2 contains 91411 members 
Entering Unmasked Estep 
Score: -19745114.000000 Penalty: 5926.766602
	Iteration 28Q: 3 clusters Score -1.974511e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -19745410.000000 Penalty: 5926.766602
	Iteration 29Q: 3 clusters Score -1.974541e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 95100 members 
Entering Unmasked Estep 
Score: -19745636.000000 Penalty: 5926.766602
	Iteration 30Q: 3 clusters Score -1.974564e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 97049 members 
Entering Unmasked Estep 
Score: -19746030.000000 Penalty: 5926.766602
	Iteration 31Q: 3 clusters Score -1.974603e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 99068 members 
Entering Unmasked Estep 
Score: -19746300.000000 Penalty: 5926.766602
	Iteration 32Q: 3 clusters Score -1.97463e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 101205 members 
Entering Unmasked Estep 
Score: -19746600.000000 Penalty: 5926.766602
	Iteration 33Q: 3 clusters Score -1.97466e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 103345 members 
Entering Unmasked Estep 
Score: -19746940.000000 Penalty: 5926.766602
	Iteration 34Q: 3 clusters Score -1.974694e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 105520 members 
Entering Unmasked Estep 
Score: -19747452.000000 Penalty: 5926.766602
	Iteration 35Q: 3 clusters Score -1.974745e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 107750 members 
Entering Unmasked Estep 
Score: -19747842.000000 Penalty: 5926.766602
	Iteration 36Q: 3 clusters Score -1.974784e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 109991 members 
Entering Unmasked Estep 
Score: -19748430.000000 Penalty: 5926.766602
	Iteration 37Q: 3 clusters Score -1.974843e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 112227 members 
Entering Unmasked Estep 
Score: -19748788.000000 Penalty: 5926.766602
	Iteration 38Q: 3 clusters Score -1.974879e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 114568 members 
Entering Unmasked Estep 
Score: -19749300.000000 Penalty: 5926.766602
	Iteration 39Q: 3 clusters Score -1.97493e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 116878 members 
Entering Unmasked Estep 
Score: -19749838.000000 Penalty: 5926.766602
	Iteration 40F: 3 clusters Score -1.974984e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 119224 members 
Entering Unmasked Estep 
Score: -19750248.000000 Penalty: 5926.766602
	Iteration 41Q: 3 clusters Score -1.975025e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 121539 members 
Entering Unmasked Estep 
Score: -19750694.000000 Penalty: 5926.766602
	Iteration 42Q: 3 clusters Score -1.975069e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 123867 members 
Entering Unmasked Estep 
Score: -19751306.000000 Penalty: 5926.766602
	Iteration 43Q: 3 clusters Score -1.975131e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 126235 members 
Entering Unmasked Estep 
Score: -19751888.000000 Penalty: 5926.766602
	Iteration 44Q: 3 clusters Score -1.975189e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 128420 members 
Entering Unmasked Estep 
Score: -19752530.000000 Penalty: 5926.766602
	Iteration 45Q: 3 clusters Score -1.975253e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 130477 members 
Entering Unmasked Estep 
Score: -19753124.000000 Penalty: 5926.766602
	Iteration 46Q: 3 clusters Score -1.975312e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 132439 members 
Entering Unmasked Estep 
Score: -19753806.000000 Penalty: 5926.766602
	Iteration 47Q: 3 clusters Score -1.975381e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 134295 members 
Entering Unmasked Estep 
Score: -19754420.000000 Penalty: 5926.766602
	Iteration 48Q: 3 clusters Score -1.975442e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 136053 members 
Entering Unmasked Estep 
Score: -19754936.000000 Penalty: 5926.766602
	Iteration 49Q: 3 clusters Score -1.975494e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 137682 members 
Entering Unmasked Estep 
Score: -19755452.000000 Penalty: 5926.766602
	Iteration 50Q: 3 clusters Score -1.975545e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 139260 members 
Entering Unmasked Estep 
Score: -19756008.000000 Penalty: 5926.766602
	Iteration 51Q: 3 clusters Score -1.975601e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 140707 members 
Entering Unmasked Estep 
Score: -19756480.000000 Penalty: 5926.766602
	Iteration 52Q: 3 clusters Score -1.975648e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 141978 members 
Entering Unmasked Estep 
Score: -19756718.000000 Penalty: 5926.766602
	Iteration 53Q: 3 clusters Score -1.975672e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 143139 members 
Entering Unmasked Estep 
Score: -19756830.000000 Penalty: 5926.766602
	Iteration 54Q: 3 clusters Score -1.975683e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 144155 members 
Entering Unmasked Estep 
Score: -19756978.000000 Penalty: 5926.766602
	Iteration 55Q: 3 clusters Score -1.975698e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 145107 members 
Entering Unmasked Estep 
Score: -19757198.000000 Penalty: 5926.766602
	Iteration 56Q: 3 clusters Score -1.97572e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 145955 members 
Entering Unmasked Estep 
Score: -19757324.000000 Penalty: 5926.766602
	Iteration 57Q: 3 clusters Score -1.975732e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 146661 members 
Entering Unmasked Estep 
Score: -19757450.000000 Penalty: 5926.766602
	Iteration 58Q: 3 clusters Score -1.975745e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 147279 members 
Entering Unmasked Estep 
Score: -19757546.000000 Penalty: 5926.766602
	Iteration 59Q: 3 clusters Score -1.975755e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 147786 members 
Entering Unmasked Estep 
Score: -19757698.000000 Penalty: 5926.766602
	Iteration 60F: 3 clusters Score -1.97577e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 148277 members 
Entering Unmasked Estep 
Score: -19757758.000000 Penalty: 5926.766602
	Iteration 61Q: 3 clusters Score -1.975776e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 148719 members 
Entering Unmasked Estep 
Score: -19757800.000000 Penalty: 5926.766602
	Iteration 62Q: 3 clusters Score -1.97578e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 149086 members 
Entering Unmasked Estep 
Score: -19757898.000000 Penalty: 5926.766602
	Iteration 63Q: 3 clusters Score -1.97579e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 149424 members 
Entering Unmasked Estep 
Score: -19757892.000000 Penalty: 5926.766602
	Iteration 64Q: 3 clusters Score -1.975789e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 149729 members 
Entering Unmasked Estep 
Score: -19757942.000000 Penalty: 5926.766602
	Iteration 65Q: 3 clusters Score -1.975794e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 150000 members 
Entering Unmasked Estep 
Score: -19758008.000000 Penalty: 5926.766602
	Iteration 66Q: 3 clusters Score -1.975801e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 150250 members 
Entering Unmasked Estep 
Score: -19758036.000000 Penalty: 5926.766602
	Iteration 67Q: 3 clusters Score -1.975804e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 150429 members 
Entering Unmasked Estep 
Score: -19758024.000000 Penalty: 5926.766602
	Iteration 68Q: 3 clusters Score -1.975802e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 150598 members 
Entering Unmasked Estep 
Score: -19758022.000000 Penalty: 5926.766602
	Iteration 69Q: 3 clusters Score -1.975802e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 150740 members 
Entering Unmasked Estep 
Score: -19758068.000000 Penalty: 5926.766602
	Iteration 70Q: 3 clusters Score -1.975807e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 150844 members 
Entering Unmasked Estep 
Score: -19758094.000000 Penalty: 5926.766602
	Iteration 71Q: 3 clusters Score -1.975809e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 150952 members 
Entering Unmasked Estep 
Score: -19758036.000000 Penalty: 5926.766602
	Iteration 72Q: 3 clusters Score -1.975804e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 151027 members 
Entering Unmasked Estep 
Score: -19758018.000000 Penalty: 5926.766602
	Iteration 73Q: 3 clusters Score -1.975802e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 151094 members 
Entering Unmasked Estep 
Score: -19758012.000000 Penalty: 5926.766602
	Iteration 74Q: 3 clusters Score -1.975801e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 151146 members 
Entering Unmasked Estep 
Score: -19758016.000000 Penalty: 5926.766602
	Iteration 75Q: 3 clusters Score -1.975802e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 151197 members 
Entering Unmasked Estep 
Score: -19758032.000000 Penalty: 5926.766602
	Iteration 76Q: 3 clusters Score -1.975803e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 151233 members 
Entering Unmasked Estep 
Score: -19758020.000000 Penalty: 5926.766602
	Iteration 77Q: 3 clusters Score -1.975802e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 151266 members 
Entering Unmasked Estep 
Score: -19758014.000000 Penalty: 5926.766602
	Iteration 78Q: 3 clusters Score -1.975801e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 151306 members 
Entering Unmasked Estep 
Score: -19758036.000000 Penalty: 5926.766602
	Iteration 79Q: 3 clusters Score -1.975804e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 151335 members 
Entering Unmasked Estep 
Score: -19758008.000000 Penalty: 5926.766602
	Iteration 80F: 3 clusters Score -1.975801e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 151367 members 
Entering Unmasked Estep 
Score: -19757988.000000 Penalty: 5926.766602
	Iteration 81Q: 3 clusters Score -1.975799e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 151391 members 
Entering Unmasked Estep 
Score: -19758002.000000 Penalty: 5926.766602
	Iteration 82Q: 3 clusters Score -1.9758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 151402 members 
Entering Unmasked Estep 
Score: -19757996.000000 Penalty: 5926.766602
	Iteration 83Q: 3 clusters Score -1.9758e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 151411 members 
Entering Unmasked Estep 
Score: -19757998.000000 Penalty: 5926.766602
	Iteration 84Q: 3 clusters Score -1.9758e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 151419 members 
Entering Unmasked Estep 
Score: -19758002.000000 Penalty: 5926.766602
	Iteration 85Q: 3 clusters Score -1.9758e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 151428 members 
Entering Unmasked Estep 
Score: -19758024.000000 Penalty: 5926.766602
	Iteration 86Q: 3 clusters Score -1.975802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 151434 members 
Entering Unmasked Estep 
Score: -19758014.000000 Penalty: 5926.766602
	Iteration 87Q: 3 clusters Score -1.975801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 151440 members 
Entering Unmasked Estep 
Score: -19758006.000000 Penalty: 5926.766602
	Iteration 88Q: 3 clusters Score -1.975801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 151444 members 
Entering Unmasked Estep 
Score: -19758006.000000 Penalty: 5926.766602
	Iteration 89Q: 3 clusters Score -1.975801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 151452 members 
Entering Unmasked Estep 
Score: -19758004.000000 Penalty: 5926.766602
	Iteration 90Q: 3 clusters Score -1.9758e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 151470 members 
Entering Unmasked Estep 
Score: -19758012.000000 Penalty: 5926.766602
	Iteration 91Q: 3 clusters Score -1.975801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 151484 members 
Entering Unmasked Estep 
Score: -19758024.000000 Penalty: 5926.766602
	Iteration 92Q: 3 clusters Score -1.975802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 151496 members 
Entering Unmasked Estep 
Score: -19758036.000000 Penalty: 5926.766602
	Iteration 93Q: 3 clusters Score -1.975804e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 151509 members 
Entering Unmasked Estep 
Score: -19758014.000000 Penalty: 5926.766602
	Iteration 94Q: 3 clusters Score -1.975801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 151519 members 
Entering Unmasked Estep 
Score: -19758014.000000 Penalty: 5926.766602
	Iteration 95Q: 3 clusters Score -1.975801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 151530 members 
Entering Unmasked Estep 
Score: -19758020.000000 Penalty: 5926.766602
	Iteration 96Q: 3 clusters Score -1.975802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 151540 members 
Entering Unmasked Estep 
Score: -19758000.000000 Penalty: 5926.766602
	Iteration 97Q: 3 clusters Score -1.9758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 151546 members 
Entering Unmasked Estep 
Score: -19758014.000000 Penalty: 5926.766602
	Iteration 98Q: 3 clusters Score -1.975801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 151551 members 
Entering Unmasked Estep 
Score: -19758014.000000 Penalty: 5926.766602
	Iteration 99Q: 3 clusters Score -1.975801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 151556 members 
Entering Unmasked Estep 
Score: -19758032.000000 Penalty: 5926.766602
	Iteration 100F: 3 clusters Score -1.975803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 151561 members 
Entering Unmasked Estep 
Score: -19758028.000000 Penalty: 5926.766602
	Iteration 101Q: 3 clusters Score -1.975803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 151569 members 
Entering Unmasked Estep 
Score: -19758022.000000 Penalty: 5926.766602
	Iteration 102Q: 3 clusters Score -1.975802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 151574 members 
Entering Unmasked Estep 
Score: -19758016.000000 Penalty: 5926.766602
	Iteration 103Q: 3 clusters Score -1.975802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 151576 members 
Entering Unmasked Estep 
Score: -19758010.000000 Penalty: 5926.766602
	Iteration 104Q: 3 clusters Score -1.975801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 151577 members 
Entering Unmasked Estep 
Score: -19758016.000000 Penalty: 5926.766602
	Iteration 105Q: 3 clusters Score -1.975802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 151578 members 
Entering Unmasked Estep 
Score: -19757998.000000 Penalty: 5926.766602
	Iteration 106Q: 3 clusters Score -1.9758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 151577 members 
Entering Unmasked Estep 
Score: -19758012.000000 Penalty: 5926.766602
	Iteration 107Q: 3 clusters Score -1.975801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 151577 members 
Entering Unmasked Estep 
Score: -19758012.000000 Penalty: 5926.766602
	Iteration 108F: 3 clusters Score -1.975801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (157408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157408 members 
Entering Unmasked Estep 
Score: -19993972.000000 Penalty: 2967.716064
	Iteration 0F: 2 clusters Score -1.999397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 78844 members 
Entering Unmasked Estep 
Score: -19891320.000000 Penalty: 5935.432129
	Iteration 0F: 3 clusters Score -1.989132e+07 nChanged 75312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 81172 members 
Entering Unmasked Estep 
Score: -19934854.000000 Penalty: 5935.432129
	Iteration 1F: 3 clusters Score -1.993485e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 82475 members 
Entering Unmasked Estep 
Score: -19935440.000000 Penalty: 5935.432129
	Iteration 2Q: 3 clusters Score -1.993544e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 84458 members 
Entering Unmasked Estep 
Score: -19936188.000000 Penalty: 5935.432129
	Iteration 3Q: 3 clusters Score -1.993619e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 87503 members 
Entering Unmasked Estep 
Score: -19937366.000000 Penalty: 5935.432129
	Iteration 4Q: 3 clusters Score -1.993737e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 92122 members 
Entering Unmasked Estep 
Score: -19939284.000000 Penalty: 5935.432129
	Iteration 5Q: 3 clusters Score -1.993928e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 99098 members 
Entering Unmasked Estep 
Score: -19942704.000000 Penalty: 5935.432129
	Iteration 6Q: 3 clusters Score -1.99427e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 109261 members 
Entering Unmasked Estep 
Score: -19949030.000000 Penalty: 5935.432129
	Iteration 7F: 3 clusters Score -1.994903e+07 nChanged 13421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 122634 members 
Entering Unmasked Estep 
Score: -19959812.000000 Penalty: 5935.432129
	Iteration 8F: 3 clusters Score -1.995981e+07 nChanged 14447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 137073 members 
Entering Unmasked Estep 
Score: -19973648.000000 Penalty: 5935.432129
	Iteration 9F: 3 clusters Score -1.997365e+07 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 148437 members 
Entering Unmasked Estep 
Score: -19984822.000000 Penalty: 5935.432129
	Iteration 10F: 3 clusters Score -1.998482e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 154412 members 
Entering Unmasked Estep 
Score: -19989660.000000 Penalty: 5935.432129
	Iteration 11Q: 3 clusters Score -1.998966e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 156422 members 
Entering Unmasked Estep 
Score: -19990932.000000 Penalty: 5935.432129
	Iteration 12Q: 3 clusters Score -1.999093e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 156915 members 
Entering Unmasked Estep 
Score: -19991162.000000 Penalty: 5935.432129
	Iteration 13Q: 3 clusters Score -1.999116e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 157040 members 
Entering Unmasked Estep 
Score: -19991276.000000 Penalty: 5935.432129
	Iteration 14Q: 3 clusters Score -1.999128e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 157084 members 
Entering Unmasked Estep 
Score: -19991348.000000 Penalty: 5935.432129
	Iteration 15Q: 3 clusters Score -1.999135e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 157105 members 
Entering Unmasked Estep 
Score: -19991354.000000 Penalty: 5935.432129
	Iteration 16Q: 3 clusters Score -1.999135e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 157113 members 
Entering Unmasked Estep 
Score: -19991378.000000 Penalty: 5935.432129
	Iteration 17Q: 3 clusters Score -1.999138e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 157118 members 
Entering Unmasked Estep 
Score: -19991384.000000 Penalty: 5935.432129
	Iteration 18Q: 3 clusters Score -1.999138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 157123 members 
Entering Unmasked Estep 
Score: -19991394.000000 Penalty: 5935.432129
	Iteration 19Q: 3 clusters Score -1.999139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 157125 members 
Entering Unmasked Estep 
Score: -19991404.000000 Penalty: 5935.432129
	Iteration 20F: 3 clusters Score -1.99914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 157124 members 
Entering Unmasked Estep 
Score: -19991400.000000 Penalty: 5935.432129
	Iteration 21Q: 3 clusters Score -1.99914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 157122 members 
Entering Unmasked Estep 
Score: -19991404.000000 Penalty: 5935.432129
	Iteration 22Q: 3 clusters Score -1.99914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 157122 members 
Entering Unmasked Estep 
Score: -19991404.000000 Penalty: 5935.432129
	Iteration 23F: 3 clusters Score -1.99914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Entering Unmasked Estep 
Score: -4790124.000000 Penalty: 2609.500732
	Iteration 0F: 2 clusters Score -4790124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -4764826.500000 Penalty: 5219.001465
	Iteration 0F: 3 clusters Score -4764826 nChanged 16871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -4774085.500000 Penalty: 5219.001465
	Iteration 1F: 3 clusters Score -4774086 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -4774530.000000 Penalty: 5219.001465
	Iteration 2Q: 3 clusters Score -4774530 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -4774907.500000 Penalty: 5219.001465
	Iteration 3Q: 3 clusters Score -4774908 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -4775267.500000 Penalty: 5219.001465
	Iteration 4Q: 3 clusters Score -4775268 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -4775734.500000 Penalty: 5219.001465
	Iteration 5Q: 3 clusters Score -4775734 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -4776277.500000 Penalty: 5219.001465
	Iteration 6Q: 3 clusters Score -4776278 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -4777197.000000 Penalty: 5219.001465
	Iteration 7Q: 3 clusters Score -4777197 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -4778576.000000 Penalty: 5219.001465
	Iteration 8F: 3 clusters Score -4778576 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -4780573.500000 Penalty: 5219.001465
	Iteration 9F: 3 clusters Score -4780574 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -4782729.500000 Penalty: 5219.001465
	Iteration 10F: 3 clusters Score -4782730 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -4784603.000000 Penalty: 5219.001465
	Iteration 11F: 3 clusters Score -4784603 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4785910.000000 Penalty: 5219.001465
	Iteration 12Q: 3 clusters Score -4785910 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4786662.500000 Penalty: 5219.001465
	Iteration 13Q: 3 clusters Score -4786662 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4787131.500000 Penalty: 5219.001465
	Iteration 14Q: 3 clusters Score -4787132 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4787355.500000 Penalty: 5219.001465
	Iteration 15Q: 3 clusters Score -4787356 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4787483.500000 Penalty: 5219.001465
	Iteration 16Q: 3 clusters Score -4787484 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4787590.000000 Penalty: 5219.001465
	Iteration 17Q: 3 clusters Score -4787590 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4787656.000000 Penalty: 5219.001465
	Iteration 18Q: 3 clusters Score -4787656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4787704.500000 Penalty: 5219.001465
	Iteration 19Q: 3 clusters Score -4787704 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4787734.500000 Penalty: 5219.001465
	Iteration 20F: 3 clusters Score -4787734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4787751.500000 Penalty: 5219.001465
	Iteration 21Q: 3 clusters Score -4787752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4787788.000000 Penalty: 5219.001465
	Iteration 22Q: 3 clusters Score -4787788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4787811.000000 Penalty: 5219.001465
	Iteration 23Q: 3 clusters Score -4787811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4787829.000000 Penalty: 5219.001465
	Iteration 24Q: 3 clusters Score -4787829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4787840.500000 Penalty: 5219.001465
	Iteration 25Q: 3 clusters Score -4787840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4787847.500000 Penalty: 5219.001465
	Iteration 26Q: 3 clusters Score -4787848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4787852.000000 Penalty: 5219.001465
	Iteration 27Q: 3 clusters Score -4787852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4787856.500000 Penalty: 5219.001465
	Iteration 28Q: 3 clusters Score -4787856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4787861.000000 Penalty: 5219.001465
	Iteration 29Q: 3 clusters Score -4787861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4787861.000000 Penalty: 5219.001465
	Iteration 30Q: 3 clusters Score -4787861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4787859.000000 Penalty: 5219.001465
	Iteration 31Q: 3 clusters Score -4787859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4787861.000000 Penalty: 5219.001465
	Iteration 32Q: 3 clusters Score -4787861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4787867.000000 Penalty: 5219.001465
	Iteration 33Q: 3 clusters Score -4787867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4787865.000000 Penalty: 5219.001465
	Iteration 34Q: 3 clusters Score -4787865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4787870.000000 Penalty: 5219.001465
	Iteration 35Q: 3 clusters Score -4787870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4787872.500000 Penalty: 5219.001465
	Iteration 36Q: 3 clusters Score -4787872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4787872.000000 Penalty: 5219.001465
	Iteration 37Q: 3 clusters Score -4787872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4787871.500000 Penalty: 5219.001465
	Iteration 38Q: 3 clusters Score -4787872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4787870.500000 Penalty: 5219.001465
	Iteration 39Q: 3 clusters Score -4787870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4787870.500000 Penalty: 5219.001465
	Iteration 40F: 3 clusters Score -4787870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -33802.433594 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -33802.43 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 195 members 
Entering Unmasked Estep 
Score: -32493.386719 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -32493.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32750.556641 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -32750.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33052.035156 Penalty: 2919.507568
	Iteration 2F: 3 clusters Score -33052.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33390.695312 Penalty: 2919.507568
	Iteration 3F: 3 clusters Score -33390.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33485.328125 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -33485.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33544.894531 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -33544.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33624.367188 Penalty: 2919.507568
	Iteration 6Q: 3 clusters Score -33624.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33712.312500 Penalty: 2919.507568
	Iteration 7Q: 3 clusters Score -33712.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33884.433594 Penalty: 2919.507568
	Iteration 8Q: 3 clusters Score -33884.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34010.449219 Penalty: 2919.507568
	Iteration 9Q: 3 clusters Score -34010.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34032.148438 Penalty: 2919.507568
	Iteration 10Q: 3 clusters Score -34032.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34036.070312 Penalty: 2919.507568
	Iteration 11F: 3 clusters Score -34036.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34053.050781 Penalty: 2919.507568
	Iteration 12Q: 3 clusters Score -34053.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34101.523438 Penalty: 2919.507568
	Iteration 13Q: 3 clusters Score -34101.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34150.929688 Penalty: 2919.507568
	Iteration 14Q: 3 clusters Score -34150.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34150.929688 Penalty: 2919.507568
	Iteration 15F: 3 clusters Score -34150.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 150076 members 
Mstep: Class 2 contains 4130 members 
Mstep: Class 3 contains 158580 members 
Mstep: Class 4 contains 8201 members 
Mstep: Class 5 contains 13911 members 
Mstep: Class 6 contains 18977 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 9102 members 
Mstep: Class 10 contains 160416 members 
Mstep: Class 11 contains 104160 members 
Mstep: Class 12 contains 68904 members 
Mstep: Class 13 contains 79533 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 161566 members 
Mstep: Class 17 contains 154682 members 
Mstep: Class 18 contains 157408 members 
Mstep: Class 19 contains 37130 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 363 members 
Mstep: Class 22 contains 181 members 
Entering Unmasked Estep 
Score: -161306032.000000 Penalty: 76770.804688
Splitting cluster 20 changes total score from -161307088.000000 to -161306032.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 150076 members 
Mstep: Class 2 contains 4130 members 
Mstep: Class 3 contains 158580 members 
Mstep: Class 4 contains 8201 members 
Mstep: Class 5 contains 13911 members 
Mstep: Class 6 contains 18977 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 9102 members 
Mstep: Class 10 contains 160416 members 
Mstep: Class 11 contains 104160 members 
Mstep: Class 12 contains 68904 members 
Mstep: Class 13 contains 79533 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 161566 members 
Mstep: Class 17 contains 154682 members 
Mstep: Class 18 contains 157408 members 
Mstep: Class 19 contains 37130 members 
Mstep: Class 20 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161307840.000000 Penalty: 73281.218750
Iteration 119Q: 22 clusters Score -1.613078e+08 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 149928 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 158484 members 
Mstep: Class 4 contains 8192 members 
Mstep: Class 5 contains 14236 members 
Mstep: Class 6 contains 18998 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1209 members 
Mstep: Class 9 contains 9102 members 
Mstep: Class 10 contains 160296 members 
Mstep: Class 11 contains 104017 members 
Mstep: Class 12 contains 68860 members 
Mstep: Class 13 contains 79513 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 161369 members 
Mstep: Class 17 contains 154504 members 
Mstep: Class 18 contains 157384 members 
Mstep: Class 19 contains 37763 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308144.000000 Penalty: 73281.218750
Iteration 120F: 22 clusters Score -1.613081e+08 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 149763 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 158406 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 14552 members 
Mstep: Class 6 contains 19014 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1206 members 
Mstep: Class 9 contains 9102 members 
Mstep: Class 10 contains 160184 members 
Mstep: Class 11 contains 103848 members 
Mstep: Class 12 contains 68829 members 
Mstep: Class 13 contains 79483 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 512 members 
Mstep: Class 16 contains 161169 members 
Mstep: Class 17 contains 154346 members 
Mstep: Class 18 contains 157370 members 
Mstep: Class 19 contains 38399 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308560.000000 Penalty: 73281.218750
Iteration 121Q: 22 clusters Score -1.613086e+08 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 149630 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 158306 members 
Mstep: Class 4 contains 8175 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 19024 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1204 members 
Mstep: Class 9 contains 9109 members 
Mstep: Class 10 contains 160040 members 
Mstep: Class 11 contains 103666 members 
Mstep: Class 12 contains 68792 members 
Mstep: Class 13 contains 79456 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 160991 members 
Mstep: Class 17 contains 154175 members 
Mstep: Class 18 contains 157344 members 
Mstep: Class 19 contains 39060 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309008.000000 Penalty: 73281.218750
Iteration 122Q: 22 clusters Score -1.61309e+08 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 149455 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 158194 members 
Mstep: Class 4 contains 8160 members 
Mstep: Class 5 contains 15209 members 
Mstep: Class 6 contains 19042 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1205 members 
Mstep: Class 9 contains 9119 members 
Mstep: Class 10 contains 159887 members 
Mstep: Class 11 contains 103513 members 
Mstep: Class 12 contains 68762 members 
Mstep: Class 13 contains 79444 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 160799 members 
Mstep: Class 17 contains 154000 members 
Mstep: Class 18 contains 157332 members 
Mstep: Class 19 contains 39734 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309104.000000 Penalty: 73281.218750
Iteration 123Q: 22 clusters Score -1.613091e+08 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 149342 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 158074 members 
Mstep: Class 4 contains 8152 members 
Mstep: Class 5 contains 15535 members 
Mstep: Class 6 contains 19065 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1206 members 
Mstep: Class 9 contains 9120 members 
Mstep: Class 10 contains 159694 members 
Mstep: Class 11 contains 103359 members 
Mstep: Class 12 contains 68750 members 
Mstep: Class 13 contains 79424 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 484 members 
Mstep: Class 16 contains 160636 members 
Mstep: Class 17 contains 153815 members 
Mstep: Class 18 contains 157292 members 
Mstep: Class 19 contains 40392 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309200.000000 Penalty: 73281.218750
Iteration 124Q: 22 clusters Score -1.613092e+08 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 149225 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 157957 members 
Mstep: Class 4 contains 8148 members 
Mstep: Class 5 contains 15846 members 
Mstep: Class 6 contains 19076 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1207 members 
Mstep: Class 9 contains 9118 members 
Mstep: Class 10 contains 159539 members 
Mstep: Class 11 contains 103140 members 
Mstep: Class 12 contains 68725 members 
Mstep: Class 13 contains 79396 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 160497 members 
Mstep: Class 17 contains 153627 members 
Mstep: Class 18 contains 157280 members 
Mstep: Class 19 contains 41075 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309520.000000 Penalty: 73281.218750
Iteration 125Q: 22 clusters Score -1.613095e+08 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 149064 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 157839 members 
Mstep: Class 4 contains 8141 members 
Mstep: Class 5 contains 16139 members 
Mstep: Class 6 contains 19068 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1206 members 
Mstep: Class 9 contains 9120 members 
Mstep: Class 10 contains 159414 members 
Mstep: Class 11 contains 102897 members 
Mstep: Class 12 contains 68714 members 
Mstep: Class 13 contains 79371 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 160419 members 
Mstep: Class 17 contains 153387 members 
Mstep: Class 18 contains 157278 members 
Mstep: Class 19 contains 41799 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309808.000000 Penalty: 73281.218750
Iteration 126Q: 22 clusters Score -1.613098e+08 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 148945 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 157745 members 
Mstep: Class 4 contains 8131 members 
Mstep: Class 5 contains 16426 members 
Mstep: Class 6 contains 19041 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1205 members 
Mstep: Class 9 contains 9109 members 
Mstep: Class 10 contains 159274 members 
Mstep: Class 11 contains 102647 members 
Mstep: Class 12 contains 68714 members 
Mstep: Class 13 contains 79341 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 160316 members 
Mstep: Class 17 contains 153167 members 
Mstep: Class 18 contains 157329 members 
Mstep: Class 19 contains 42466 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310000.000000 Penalty: 73281.218750
Iteration 127Q: 22 clusters Score -1.6131e+08 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 148832 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 157636 members 
Mstep: Class 4 contains 8125 members 
Mstep: Class 5 contains 16728 members 
Mstep: Class 6 contains 19015 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1204 members 
Mstep: Class 9 contains 9114 members 
Mstep: Class 10 contains 159168 members 
Mstep: Class 11 contains 102403 members 
Mstep: Class 12 contains 68702 members 
Mstep: Class 13 contains 79333 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 160194 members 
Mstep: Class 17 contains 152896 members 
Mstep: Class 18 contains 157339 members 
Mstep: Class 19 contains 43167 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310496.000000 Penalty: 73281.218750
Iteration 128Q: 22 clusters Score -1.613105e+08 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 148760 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 157576 members 
Mstep: Class 4 contains 8117 members 
Mstep: Class 5 contains 16933 members 
Mstep: Class 6 contains 19003 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1202 members 
Mstep: Class 9 contains 9109 members 
Mstep: Class 10 contains 159087 members 
Mstep: Class 11 contains 102156 members 
Mstep: Class 12 contains 68709 members 
Mstep: Class 13 contains 79323 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 160028 members 
Mstep: Class 17 contains 152635 members 
Mstep: Class 18 contains 157317 members 
Mstep: Class 19 contains 43900 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310464.000000 Penalty: 73281.218750
Iteration 129Q: 22 clusters Score -1.613105e+08 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 148709 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 157494 members 
Mstep: Class 4 contains 8114 members 
Mstep: Class 5 contains 17123 members 
Mstep: Class 6 contains 18995 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1199 members 
Mstep: Class 9 contains 9105 members 
Mstep: Class 10 contains 158996 members 
Mstep: Class 11 contains 101920 members 
Mstep: Class 12 contains 68721 members 
Mstep: Class 13 contains 79305 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 159849 members 
Mstep: Class 17 contains 152405 members 
Mstep: Class 18 contains 157241 members 
Mstep: Class 19 contains 44679 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310592.000000 Penalty: 73281.218750
Iteration 130Q: 22 clusters Score -1.613106e+08 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 148669 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 157408 members 
Mstep: Class 4 contains 8106 members 
Mstep: Class 5 contains 17267 members 
Mstep: Class 6 contains 18986 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1198 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 158894 members 
Mstep: Class 11 contains 101650 members 
Mstep: Class 12 contains 68740 members 
Mstep: Class 13 contains 79281 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 159667 members 
Mstep: Class 17 contains 152182 members 
Mstep: Class 18 contains 157144 members 
Mstep: Class 19 contains 45566 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311040.000000 Penalty: 73281.218750
Iteration 131Q: 22 clusters Score -1.61311e+08 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 148585 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 157294 members 
Mstep: Class 4 contains 8100 members 
Mstep: Class 5 contains 17423 members 
Mstep: Class 6 contains 18959 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1196 members 
Mstep: Class 9 contains 9088 members 
Mstep: Class 10 contains 158764 members 
Mstep: Class 11 contains 101394 members 
Mstep: Class 12 contains 68739 members 
Mstep: Class 13 contains 79253 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 159552 members 
Mstep: Class 17 contains 151979 members 
Mstep: Class 18 contains 157036 members 
Mstep: Class 19 contains 46495 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311552.000000 Penalty: 73281.218750
Iteration 132Q: 22 clusters Score -1.613116e+08 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 148448 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 157195 members 
Mstep: Class 4 contains 8093 members 
Mstep: Class 5 contains 17577 members 
Mstep: Class 6 contains 18933 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1194 members 
Mstep: Class 9 contains 9091 members 
Mstep: Class 10 contains 158612 members 
Mstep: Class 11 contains 101107 members 
Mstep: Class 12 contains 68749 members 
Mstep: Class 13 contains 79231 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 159453 members 
Mstep: Class 17 contains 151762 members 
Mstep: Class 18 contains 156929 members 
Mstep: Class 19 contains 47484 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311776.000000 Penalty: 73281.218750
Iteration 133Q: 22 clusters Score -1.613118e+08 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 148336 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 157068 members 
Mstep: Class 4 contains 8090 members 
Mstep: Class 5 contains 17753 members 
Mstep: Class 6 contains 18900 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1195 members 
Mstep: Class 9 contains 9089 members 
Mstep: Class 10 contains 158474 members 
Mstep: Class 11 contains 100806 members 
Mstep: Class 12 contains 68751 members 
Mstep: Class 13 contains 79223 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 159327 members 
Mstep: Class 17 contains 151538 members 
Mstep: Class 18 contains 156789 members 
Mstep: Class 19 contains 48518 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312272.000000 Penalty: 73281.218750
Iteration 134Q: 22 clusters Score -1.613123e+08 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 148243 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 156955 members 
Mstep: Class 4 contains 8088 members 
Mstep: Class 5 contains 17897 members 
Mstep: Class 6 contains 18873 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1196 members 
Mstep: Class 9 contains 9087 members 
Mstep: Class 10 contains 158332 members 
Mstep: Class 11 contains 100454 members 
Mstep: Class 12 contains 68735 members 
Mstep: Class 13 contains 79220 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 159210 members 
Mstep: Class 17 contains 151320 members 
Mstep: Class 18 contains 156675 members 
Mstep: Class 19 contains 49573 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312624.000000 Penalty: 73281.218750
Iteration 135Q: 22 clusters Score -1.613126e+08 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 148174 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 156871 members 
Mstep: Class 4 contains 8086 members 
Mstep: Class 5 contains 18046 members 
Mstep: Class 6 contains 18853 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1196 members 
Mstep: Class 9 contains 9090 members 
Mstep: Class 10 contains 158202 members 
Mstep: Class 11 contains 100108 members 
Mstep: Class 12 contains 68727 members 
Mstep: Class 13 contains 79197 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 159066 members 
Mstep: Class 17 contains 151092 members 
Mstep: Class 18 contains 156537 members 
Mstep: Class 19 contains 50613 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161313296.000000 Penalty: 73281.218750
Iteration 136Q: 22 clusters Score -1.613133e+08 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 148122 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 156803 members 
Mstep: Class 4 contains 8082 members 
Mstep: Class 5 contains 18145 members 
Mstep: Class 6 contains 18822 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1196 members 
Mstep: Class 9 contains 9081 members 
Mstep: Class 10 contains 158101 members 
Mstep: Class 11 contains 99776 members 
Mstep: Class 12 contains 68723 members 
Mstep: Class 13 contains 79176 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 158862 members 
Mstep: Class 17 contains 150871 members 
Mstep: Class 18 contains 156392 members 
Mstep: Class 19 contains 51704 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161313408.000000 Penalty: 73281.218750
Iteration 137Q: 22 clusters Score -1.613134e+08 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 148060 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 156754 members 
Mstep: Class 4 contains 8077 members 
Mstep: Class 5 contains 18258 members 
Mstep: Class 6 contains 18787 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1196 members 
Mstep: Class 9 contains 9087 members 
Mstep: Class 10 contains 157969 members 
Mstep: Class 11 contains 99444 members 
Mstep: Class 12 contains 68716 members 
Mstep: Class 13 contains 79153 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 158677 members 
Mstep: Class 17 contains 150639 members 
Mstep: Class 18 contains 156176 members 
Mstep: Class 19 contains 52865 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161313680.000000 Penalty: 73281.218750
Iteration 138Q: 22 clusters Score -1.613137e+08 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 148036 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 156699 members 
Mstep: Class 4 contains 8071 members 
Mstep: Class 5 contains 18386 members 
Mstep: Class 6 contains 18730 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1197 members 
Mstep: Class 9 contains 9080 members 
Mstep: Class 10 contains 157855 members 
Mstep: Class 11 contains 99084 members 
Mstep: Class 12 contains 68721 members 
Mstep: Class 13 contains 79127 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 158479 members 
Mstep: Class 17 contains 150407 members 
Mstep: Class 18 contains 155966 members 
Mstep: Class 19 contains 54020 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161314416.000000 Penalty: 73281.218750
Iteration 139Q: 22 clusters Score -1.613144e+08 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147985 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 156624 members 
Mstep: Class 4 contains 8066 members 
Mstep: Class 5 contains 18451 members 
Mstep: Class 6 contains 18674 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1197 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 157771 members 
Mstep: Class 11 contains 98699 members 
Mstep: Class 12 contains 68744 members 
Mstep: Class 13 contains 79116 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 158241 members 
Mstep: Class 17 contains 150182 members 
Mstep: Class 18 contains 155807 members 
Mstep: Class 19 contains 55230 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161314704.000000 Penalty: 73281.218750
Iteration 140F: 22 clusters Score -1.613147e+08 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147923 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 156490 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 18507 members 
Mstep: Class 6 contains 18626 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1196 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 157670 members 
Mstep: Class 11 contains 98328 members 
Mstep: Class 12 contains 68762 members 
Mstep: Class 13 contains 79105 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 469 members 
Mstep: Class 16 contains 158076 members 
Mstep: Class 17 contains 149925 members 
Mstep: Class 18 contains 155599 members 
Mstep: Class 19 contains 56528 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161314960.000000 Penalty: 73281.218750
Iteration 141Q: 22 clusters Score -1.61315e+08 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147828 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 156375 members 
Mstep: Class 4 contains 8041 members 
Mstep: Class 5 contains 18584 members 
Mstep: Class 6 contains 18576 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1195 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 157570 members 
Mstep: Class 11 contains 97921 members 
Mstep: Class 12 contains 68825 members 
Mstep: Class 13 contains 79105 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 157986 members 
Mstep: Class 17 contains 149595 members 
Mstep: Class 18 contains 155290 members 
Mstep: Class 19 contains 57897 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315792.000000 Penalty: 73281.218750
Iteration 142Q: 22 clusters Score -1.613158e+08 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147737 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 156297 members 
Mstep: Class 4 contains 8028 members 
Mstep: Class 5 contains 18620 members 
Mstep: Class 6 contains 18531 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1194 members 
Mstep: Class 9 contains 9072 members 
Mstep: Class 10 contains 157427 members 
Mstep: Class 11 contains 97539 members 
Mstep: Class 12 contains 68864 members 
Mstep: Class 13 contains 79098 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 459 members 
Mstep: Class 16 contains 157840 members 
Mstep: Class 17 contains 149283 members 
Mstep: Class 18 contains 155028 members 
Mstep: Class 19 contains 59301 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316208.000000 Penalty: 73281.218750
Iteration 143Q: 22 clusters Score -1.613162e+08 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147604 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 156227 members 
Mstep: Class 4 contains 8012 members 
Mstep: Class 5 contains 18689 members 
Mstep: Class 6 contains 18482 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 9068 members 
Mstep: Class 10 contains 157277 members 
Mstep: Class 11 contains 97172 members 
Mstep: Class 12 contains 68939 members 
Mstep: Class 13 contains 79084 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 157614 members 
Mstep: Class 17 contains 148927 members 
Mstep: Class 18 contains 154787 members 
Mstep: Class 19 contains 60785 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316560.000000 Penalty: 73281.218750
Iteration 144Q: 22 clusters Score -1.613166e+08 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147502 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 156109 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 18764 members 
Mstep: Class 6 contains 18435 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 9 contains 9058 members 
Mstep: Class 10 contains 157148 members 
Mstep: Class 11 contains 96752 members 
Mstep: Class 12 contains 69012 members 
Mstep: Class 13 contains 79078 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 157391 members 
Mstep: Class 17 contains 148559 members 
Mstep: Class 18 contains 154535 members 
Mstep: Class 19 contains 62324 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317168.000000 Penalty: 73281.218750
Iteration 145Q: 22 clusters Score -1.613172e+08 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147352 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 156009 members 
Mstep: Class 4 contains 7990 members 
Mstep: Class 5 contains 18758 members 
Mstep: Class 6 contains 18386 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 9 contains 9034 members 
Mstep: Class 10 contains 157032 members 
Mstep: Class 11 contains 96341 members 
Mstep: Class 12 contains 69090 members 
Mstep: Class 13 contains 79078 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 157179 members 
Mstep: Class 17 contains 148249 members 
Mstep: Class 18 contains 154225 members 
Mstep: Class 19 contains 63945 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317424.000000 Penalty: 73281.218750
Iteration 146Q: 22 clusters Score -1.613174e+08 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147214 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 155891 members 
Mstep: Class 4 contains 7984 members 
Mstep: Class 5 contains 18723 members 
Mstep: Class 6 contains 18347 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 9 contains 9029 members 
Mstep: Class 10 contains 156920 members 
Mstep: Class 11 contains 95943 members 
Mstep: Class 12 contains 69206 members 
Mstep: Class 13 contains 79074 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 156910 members 
Mstep: Class 17 contains 147952 members 
Mstep: Class 18 contains 153953 members 
Mstep: Class 19 contains 65522 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318176.000000 Penalty: 73281.218750
Iteration 147Q: 22 clusters Score -1.613182e+08 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147001 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 155769 members 
Mstep: Class 4 contains 7969 members 
Mstep: Class 5 contains 18633 members 
Mstep: Class 6 contains 18313 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 9018 members 
Mstep: Class 10 contains 156834 members 
Mstep: Class 11 contains 95508 members 
Mstep: Class 12 contains 69334 members 
Mstep: Class 13 contains 79079 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 156640 members 
Mstep: Class 17 contains 147704 members 
Mstep: Class 18 contains 153721 members 
Mstep: Class 19 contains 67145 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318368.000000 Penalty: 73281.218750
Iteration 148Q: 22 clusters Score -1.613184e+08 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146834 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 155612 members 
Mstep: Class 4 contains 7952 members 
Mstep: Class 5 contains 18549 members 
Mstep: Class 6 contains 18250 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 156738 members 
Mstep: Class 11 contains 95036 members 
Mstep: Class 12 contains 69479 members 
Mstep: Class 13 contains 79080 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 156336 members 
Mstep: Class 17 contains 147499 members 
Mstep: Class 18 contains 153482 members 
Mstep: Class 19 contains 68817 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318800.000000 Penalty: 73281.218750
Iteration 149Q: 22 clusters Score -1.613188e+08 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146648 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 155455 members 
Mstep: Class 4 contains 7944 members 
Mstep: Class 5 contains 18504 members 
Mstep: Class 6 contains 18188 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 8998 members 
Mstep: Class 10 contains 156599 members 
Mstep: Class 11 contains 94555 members 
Mstep: Class 12 contains 69607 members 
Mstep: Class 13 contains 79087 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 156043 members 
Mstep: Class 17 contains 147288 members 
Mstep: Class 18 contains 153176 members 
Mstep: Class 19 contains 70576 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319600.000000 Penalty: 73281.218750
Iteration 150Q: 22 clusters Score -1.613196e+08 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146517 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 155299 members 
Mstep: Class 4 contains 7934 members 
Mstep: Class 5 contains 18459 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 8988 members 
Mstep: Class 10 contains 156421 members 
Mstep: Class 11 contains 94065 members 
Mstep: Class 12 contains 69778 members 
Mstep: Class 13 contains 79084 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 155754 members 
Mstep: Class 17 contains 147064 members 
Mstep: Class 18 contains 152776 members 
Mstep: Class 19 contains 72414 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320208.000000 Penalty: 73281.218750
Iteration 151Q: 22 clusters Score -1.613202e+08 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146391 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 155141 members 
Mstep: Class 4 contains 7930 members 
Mstep: Class 5 contains 18420 members 
Mstep: Class 6 contains 18047 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 8986 members 
Mstep: Class 10 contains 156204 members 
Mstep: Class 11 contains 93528 members 
Mstep: Class 12 contains 69978 members 
Mstep: Class 13 contains 79074 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 155550 members 
Mstep: Class 17 contains 146770 members 
Mstep: Class 18 contains 152379 members 
Mstep: Class 19 contains 74274 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320320.000000 Penalty: 73281.218750
Iteration 152Q: 22 clusters Score -1.613203e+08 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146245 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 154947 members 
Mstep: Class 4 contains 7924 members 
Mstep: Class 5 contains 18418 members 
Mstep: Class 6 contains 17981 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 8984 members 
Mstep: Class 10 contains 155998 members 
Mstep: Class 11 contains 92993 members 
Mstep: Class 12 contains 70215 members 
Mstep: Class 13 contains 79073 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 155203 members 
Mstep: Class 17 contains 146480 members 
Mstep: Class 18 contains 152037 members 
Mstep: Class 19 contains 76178 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320976.000000 Penalty: 73281.218750
Iteration 153Q: 22 clusters Score -1.61321e+08 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146060 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 154734 members 
Mstep: Class 4 contains 7913 members 
Mstep: Class 5 contains 18364 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 8980 members 
Mstep: Class 10 contains 155844 members 
Mstep: Class 11 contains 92437 members 
Mstep: Class 12 contains 70463 members 
Mstep: Class 13 contains 79050 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 154916 members 
Mstep: Class 17 contains 146058 members 
Mstep: Class 18 contains 151712 members 
Mstep: Class 19 contains 78228 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321840.000000 Penalty: 73281.218750
Iteration 154Q: 22 clusters Score -1.613218e+08 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145882 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 154575 members 
Mstep: Class 4 contains 7906 members 
Mstep: Class 5 contains 18275 members 
Mstep: Class 6 contains 17825 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 8973 members 
Mstep: Class 10 contains 155690 members 
Mstep: Class 11 contains 91856 members 
Mstep: Class 12 contains 70719 members 
Mstep: Class 13 contains 79031 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 154660 members 
Mstep: Class 17 contains 145618 members 
Mstep: Class 18 contains 151434 members 
Mstep: Class 19 contains 80236 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322448.000000 Penalty: 73281.218750
Iteration 155Q: 22 clusters Score -1.613224e+08 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145637 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 154372 members 
Mstep: Class 4 contains 7901 members 
Mstep: Class 5 contains 18179 members 
Mstep: Class 6 contains 17752 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 8963 members 
Mstep: Class 10 contains 155516 members 
Mstep: Class 11 contains 91311 members 
Mstep: Class 12 contains 70942 members 
Mstep: Class 13 contains 79004 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 154463 members 
Mstep: Class 17 contains 145117 members 
Mstep: Class 18 contains 151244 members 
Mstep: Class 19 contains 82280 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322608.000000 Penalty: 73281.218750
Iteration 156Q: 22 clusters Score -1.613226e+08 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145375 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 154164 members 
Mstep: Class 4 contains 7893 members 
Mstep: Class 5 contains 18095 members 
Mstep: Class 6 contains 17690 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 8948 members 
Mstep: Class 10 contains 155358 members 
Mstep: Class 11 contains 90804 members 
Mstep: Class 12 contains 71167 members 
Mstep: Class 13 contains 78991 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 154280 members 
Mstep: Class 17 contains 144620 members 
Mstep: Class 18 contains 151101 members 
Mstep: Class 19 contains 84195 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323024.000000 Penalty: 73281.218750
Iteration 157Q: 22 clusters Score -1.61323e+08 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145134 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 153989 members 
Mstep: Class 4 contains 7885 members 
Mstep: Class 5 contains 18036 members 
Mstep: Class 6 contains 17612 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 8939 members 
Mstep: Class 10 contains 155177 members 
Mstep: Class 11 contains 90275 members 
Mstep: Class 12 contains 71400 members 
Mstep: Class 13 contains 78972 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 154051 members 
Mstep: Class 17 contains 144165 members 
Mstep: Class 18 contains 150916 members 
Mstep: Class 19 contains 86132 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323104.000000 Penalty: 73281.218750
Iteration 158Q: 22 clusters Score -1.613231e+08 nChanged 5060
Entering ConstructFrom: 
Score: -161323104.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (144867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144867 members 
Entering Unmasked Estep 
Score: -18421850.000000 Penalty: 2947.125732
	Iteration 0F: 2 clusters Score -1.842185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72385 members 
Mstep: Class 2 contains 72482 members 
Entering Unmasked Estep 
Score: -18325334.000000 Penalty: 5894.251465
	Iteration 0F: 3 clusters Score -1.832533e+07 nChanged 69237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 73647 members 
Entering Unmasked Estep 
Score: -18365862.000000 Penalty: 5894.251465
	Iteration 1F: 3 clusters Score -1.836586e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70661 members 
Mstep: Class 2 contains 74206 members 
Entering Unmasked Estep 
Score: -18366592.000000 Penalty: 5894.251465
	Iteration 2Q: 3 clusters Score -1.836659e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
Score: -18367464.000000 Penalty: 5894.251465
	Iteration 3Q: 3 clusters Score -1.836746e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -18368430.000000 Penalty: 5894.251465
	Iteration 4Q: 3 clusters Score -1.836843e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66869 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -18369554.000000 Penalty: 5894.251465
	Iteration 5Q: 3 clusters Score -1.836955e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -18370994.000000 Penalty: 5894.251465
	Iteration 6Q: 3 clusters Score -1.837099e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61010 members 
Mstep: Class 2 contains 83857 members 
Entering Unmasked Estep 
Score: -18373266.000000 Penalty: 5894.251465
	Iteration 7Q: 3 clusters Score -1.837327e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 88461 members 
Entering Unmasked Estep 
Score: -18376416.000000 Penalty: 5894.251465
	Iteration 8Q: 3 clusters Score -1.837642e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 94297 members 
Entering Unmasked Estep 
Score: -18381068.000000 Penalty: 5894.251465
	Iteration 9F: 3 clusters Score -1.838107e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 101063 members 
Entering Unmasked Estep 
Score: -18387030.000000 Penalty: 5894.251465
	Iteration 10F: 3 clusters Score -1.838703e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 107940 members 
Entering Unmasked Estep 
Score: -18393806.000000 Penalty: 5894.251465
	Iteration 11F: 3 clusters Score -1.839381e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 113758 members 
Entering Unmasked Estep 
Score: -18399396.000000 Penalty: 5894.251465
	Iteration 12F: 3 clusters Score -1.83994e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 118213 members 
Entering Unmasked Estep 
Score: -18403226.000000 Penalty: 5894.251465
	Iteration 13Q: 3 clusters Score -1.840323e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 121858 members 
Entering Unmasked Estep 
Score: -18405986.000000 Penalty: 5894.251465
	Iteration 14Q: 3 clusters Score -1.840599e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 125005 members 
Entering Unmasked Estep 
Score: -18407886.000000 Penalty: 5894.251465
	Iteration 15Q: 3 clusters Score -1.840789e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 127903 members 
Entering Unmasked Estep 
Score: -18409552.000000 Penalty: 5894.251465
	Iteration 16Q: 3 clusters Score -1.840955e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 130560 members 
Entering Unmasked Estep 
Score: -18411036.000000 Penalty: 5894.251465
	Iteration 17Q: 3 clusters Score -1.841104e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 132921 members 
Entering Unmasked Estep 
Score: -18412506.000000 Penalty: 5894.251465
	Iteration 18Q: 3 clusters Score -1.841251e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 135140 members 
Entering Unmasked Estep 
Score: -18413852.000000 Penalty: 5894.251465
	Iteration 19Q: 3 clusters Score -1.841385e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 137077 members 
Entering Unmasked Estep 
Score: -18415026.000000 Penalty: 5894.251465
	Iteration 20F: 3 clusters Score -1.841503e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 138714 members 
Entering Unmasked Estep 
Score: -18416192.000000 Penalty: 5894.251465
	Iteration 21Q: 3 clusters Score -1.841619e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 140085 members 
Entering Unmasked Estep 
Score: -18417054.000000 Penalty: 5894.251465
	Iteration 22Q: 3 clusters Score -1.841705e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 141170 members 
Entering Unmasked Estep 
Score: -18417726.000000 Penalty: 5894.251465
	Iteration 23Q: 3 clusters Score -1.841773e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 141994 members 
Entering Unmasked Estep 
Score: -18418224.000000 Penalty: 5894.251465
	Iteration 24Q: 3 clusters Score -1.841822e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 142602 members 
Entering Unmasked Estep 
Score: -18418524.000000 Penalty: 5894.251465
	Iteration 25Q: 3 clusters Score -1.841852e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 143073 members 
Entering Unmasked Estep 
Score: -18418744.000000 Penalty: 5894.251465
	Iteration 26Q: 3 clusters Score -1.841874e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 143379 members 
Entering Unmasked Estep 
Score: -18418898.000000 Penalty: 5894.251465
	Iteration 27Q: 3 clusters Score -1.84189e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 143578 members 
Entering Unmasked Estep 
Score: -18419030.000000 Penalty: 5894.251465
	Iteration 28Q: 3 clusters Score -1.841903e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 143747 members 
Entering Unmasked Estep 
Score: -18419126.000000 Penalty: 5894.251465
	Iteration 29Q: 3 clusters Score -1.841913e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 143874 members 
Entering Unmasked Estep 
Score: -18419216.000000 Penalty: 5894.251465
	Iteration 30Q: 3 clusters Score -1.841922e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 143955 members 
Entering Unmasked Estep 
Score: -18419290.000000 Penalty: 5894.251465
	Iteration 31Q: 3 clusters Score -1.841929e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 144013 members 
Entering Unmasked Estep 
Score: -18419322.000000 Penalty: 5894.251465
	Iteration 32Q: 3 clusters Score -1.841932e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 144059 members 
Entering Unmasked Estep 
Score: -18419332.000000 Penalty: 5894.251465
	Iteration 33Q: 3 clusters Score -1.841933e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 144087 members 
Entering Unmasked Estep 
Score: -18419362.000000 Penalty: 5894.251465
	Iteration 34Q: 3 clusters Score -1.841936e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 144110 members 
Entering Unmasked Estep 
Score: -18419364.000000 Penalty: 5894.251465
	Iteration 35Q: 3 clusters Score -1.841936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 144123 members 
Entering Unmasked Estep 
Score: -18419394.000000 Penalty: 5894.251465
	Iteration 36Q: 3 clusters Score -1.841939e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 144138 members 
Entering Unmasked Estep 
Score: -18419386.000000 Penalty: 5894.251465
	Iteration 37Q: 3 clusters Score -1.841939e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 144151 members 
Entering Unmasked Estep 
Score: -18419410.000000 Penalty: 5894.251465
	Iteration 38Q: 3 clusters Score -1.841941e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 144169 members 
Entering Unmasked Estep 
Score: -18419416.000000 Penalty: 5894.251465
	Iteration 39Q: 3 clusters Score -1.841942e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 144186 members 
Entering Unmasked Estep 
Score: -18419432.000000 Penalty: 5894.251465
	Iteration 40F: 3 clusters Score -1.841943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 144201 members 
Entering Unmasked Estep 
Score: -18419452.000000 Penalty: 5894.251465
	Iteration 41Q: 3 clusters Score -1.841945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 144204 members 
Entering Unmasked Estep 
Score: -18419458.000000 Penalty: 5894.251465
	Iteration 42Q: 3 clusters Score -1.841946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 144210 members 
Entering Unmasked Estep 
Score: -18419454.000000 Penalty: 5894.251465
	Iteration 43Q: 3 clusters Score -1.841945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 144212 members 
Entering Unmasked Estep 
Score: -18419456.000000 Penalty: 5894.251465
	Iteration 44Q: 3 clusters Score -1.841946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 144213 members 
Entering Unmasked Estep 
Score: -18419454.000000 Penalty: 5894.251465
	Iteration 45Q: 3 clusters Score -1.841945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 144218 members 
Entering Unmasked Estep 
Score: -18419458.000000 Penalty: 5894.251465
	Iteration 46Q: 3 clusters Score -1.841946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 144218 members 
Entering Unmasked Estep 
Score: -18419458.000000 Penalty: 5894.251465
	Iteration 47F: 3 clusters Score -1.841946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Entering Unmasked Estep 
Score: -510651.125000 Penalty: 2064.795898
	Iteration 0F: 2 clusters Score -510651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -506701.156250 Penalty: 4129.591797
	Iteration 0F: 3 clusters Score -506701.2 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -507670.531250 Penalty: 4129.591797
	Iteration 1F: 3 clusters Score -507670.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -508121.531250 Penalty: 4129.591797
	Iteration 2F: 3 clusters Score -508121.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -508545.218750 Penalty: 4129.591797
	Iteration 3F: 3 clusters Score -508545.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -508898.843750 Penalty: 4129.591797
	Iteration 4F: 3 clusters Score -508898.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -509240.031250 Penalty: 4129.591797
	Iteration 5F: 3 clusters Score -509240 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -509545.906250 Penalty: 4129.591797
	Iteration 6F: 3 clusters Score -509545.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -509808.968750 Penalty: 4129.591797
	Iteration 7Q: 3 clusters Score -509809 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -509999.781250 Penalty: 4129.591797
	Iteration 8Q: 3 clusters Score -509999.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -510092.000000 Penalty: 4129.591797
	Iteration 9Q: 3 clusters Score -510092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -510127.093750 Penalty: 4129.591797
	Iteration 10Q: 3 clusters Score -510127.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -510143.656250 Penalty: 4129.591797
	Iteration 11Q: 3 clusters Score -510143.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -510155.843750 Penalty: 4129.591797
	Iteration 12Q: 3 clusters Score -510155.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -510168.750000 Penalty: 4129.591797
	Iteration 13Q: 3 clusters Score -510168.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -510175.468750 Penalty: 4129.591797
	Iteration 14Q: 3 clusters Score -510175.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -510177.000000 Penalty: 4129.591797
	Iteration 15Q: 3 clusters Score -510177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -510177.781250 Penalty: 4129.591797
	Iteration 16Q: 3 clusters Score -510177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -510178.093750 Penalty: 4129.591797
	Iteration 17Q: 3 clusters Score -510178.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -510178.093750 Penalty: 4129.591797
	Iteration 18F: 3 clusters Score -510178.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (153823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153823 members 
Entering Unmasked Estep 
Score: -19813954.000000 Penalty: 2962.002441
	Iteration 0F: 2 clusters Score -1.981395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77223 members 
Mstep: Class 2 contains 76600 members 
Entering Unmasked Estep 
Score: -19717046.000000 Penalty: 5924.004883
	Iteration 0F: 3 clusters Score -1.971705e+07 nChanged 73476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81099 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -19758984.000000 Penalty: 5924.004883
	Iteration 1F: 3 clusters Score -1.975898e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 70107 members 
Entering Unmasked Estep 
Score: -19759918.000000 Penalty: 5924.004883
	Iteration 2Q: 3 clusters Score -1.975992e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87667 members 
Mstep: Class 2 contains 66156 members 
Entering Unmasked Estep 
Score: -19761394.000000 Penalty: 5924.004883
	Iteration 3Q: 3 clusters Score -1.976139e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93498 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -19763436.000000 Penalty: 5924.004883
	Iteration 4Q: 3 clusters Score -1.976344e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101751 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -19767746.000000 Penalty: 5924.004883
	Iteration 5F: 3 clusters Score -1.976775e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112816 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -19774934.000000 Penalty: 5924.004883
	Iteration 6F: 3 clusters Score -1.977493e+07 nChanged 12936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125708 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -19785144.000000 Penalty: 5924.004883
	Iteration 7F: 3 clusters Score -1.978514e+07 nChanged 11993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137695 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -19796320.000000 Penalty: 5924.004883
	Iteration 8F: 3 clusters Score -1.979632e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145924 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -19804182.000000 Penalty: 5924.004883
	Iteration 9F: 3 clusters Score -1.980418e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150379 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -19808628.000000 Penalty: 5924.004883
	Iteration 10Q: 3 clusters Score -1.980863e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152342 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -19810164.000000 Penalty: 5924.004883
	Iteration 11Q: 3 clusters Score -1.981016e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153078 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -19810806.000000 Penalty: 5924.004883
	Iteration 12Q: 3 clusters Score -1.981081e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153332 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -19811100.000000 Penalty: 5924.004883
	Iteration 13Q: 3 clusters Score -1.98111e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153434 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -19811182.000000 Penalty: 5924.004883
	Iteration 14Q: 3 clusters Score -1.981118e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153479 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -19811238.000000 Penalty: 5924.004883
	Iteration 15Q: 3 clusters Score -1.981124e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153505 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -19811266.000000 Penalty: 5924.004883
	Iteration 16Q: 3 clusters Score -1.981127e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153522 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19811298.000000 Penalty: 5924.004883
	Iteration 17Q: 3 clusters Score -1.98113e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153539 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19811354.000000 Penalty: 5924.004883
	Iteration 18Q: 3 clusters Score -1.981135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153547 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19811364.000000 Penalty: 5924.004883
	Iteration 19Q: 3 clusters Score -1.981136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153551 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19811370.000000 Penalty: 5924.004883
	Iteration 20F: 3 clusters Score -1.981137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153553 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19811378.000000 Penalty: 5924.004883
	Iteration 21Q: 3 clusters Score -1.981138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153554 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19811368.000000 Penalty: 5924.004883
	Iteration 22Q: 3 clusters Score -1.981137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153555 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19811380.000000 Penalty: 5924.004883
	Iteration 23Q: 3 clusters Score -1.981138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153555 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19811380.000000 Penalty: 5924.004883
	Iteration 24F: 3 clusters Score -1.981138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Entering Unmasked Estep 
Score: -949637.625000 Penalty: 2224.887695
	Iteration 0F: 2 clusters Score -949637.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -943331.312500 Penalty: 4449.775391
	Iteration 0F: 3 clusters Score -943331.3 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -945093.437500 Penalty: 4449.775391
	Iteration 1F: 3 clusters Score -945093.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -945622.562500 Penalty: 4449.775391
	Iteration 2F: 3 clusters Score -945622.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -946153.687500 Penalty: 4449.775391
	Iteration 3F: 3 clusters Score -946153.7 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -946786.187500 Penalty: 4449.775391
	Iteration 4F: 3 clusters Score -946786.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -947353.375000 Penalty: 4449.775391
	Iteration 5F: 3 clusters Score -947353.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -947760.687500 Penalty: 4449.775391
	Iteration 6F: 3 clusters Score -947760.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -948013.875000 Penalty: 4449.775391
	Iteration 7Q: 3 clusters Score -948013.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -948166.812500 Penalty: 4449.775391
	Iteration 8Q: 3 clusters Score -948166.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -948258.812500 Penalty: 4449.775391
	Iteration 9Q: 3 clusters Score -948258.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -948307.000000 Penalty: 4449.775391
	Iteration 10Q: 3 clusters Score -948307 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -948343.437500 Penalty: 4449.775391
	Iteration 11Q: 3 clusters Score -948343.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -948370.437500 Penalty: 4449.775391
	Iteration 12Q: 3 clusters Score -948370.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -948398.437500 Penalty: 4449.775391
	Iteration 13Q: 3 clusters Score -948398.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -948428.187500 Penalty: 4449.775391
	Iteration 14Q: 3 clusters Score -948428.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -948446.062500 Penalty: 4449.775391
	Iteration 15Q: 3 clusters Score -948446.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -948460.187500 Penalty: 4449.775391
	Iteration 16Q: 3 clusters Score -948460.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -948474.875000 Penalty: 4449.775391
	Iteration 17Q: 3 clusters Score -948474.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -948489.812500 Penalty: 4449.775391
	Iteration 18Q: 3 clusters Score -948489.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -948502.375000 Penalty: 4449.775391
	Iteration 19Q: 3 clusters Score -948502.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -948513.750000 Penalty: 4449.775391
	Iteration 20F: 3 clusters Score -948513.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -948523.375000 Penalty: 4449.775391
	Iteration 21Q: 3 clusters Score -948523.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -948525.312500 Penalty: 4449.775391
	Iteration 22Q: 3 clusters Score -948525.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -948527.875000 Penalty: 4449.775391
	Iteration 23Q: 3 clusters Score -948527.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -948533.500000 Penalty: 4449.775391
	Iteration 24Q: 3 clusters Score -948533.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -948543.000000 Penalty: 4449.775391
	Iteration 25Q: 3 clusters Score -948543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -948550.437500 Penalty: 4449.775391
	Iteration 26Q: 3 clusters Score -948550.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -948556.500000 Penalty: 4449.775391
	Iteration 27Q: 3 clusters Score -948556.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -948560.312500 Penalty: 4449.775391
	Iteration 28Q: 3 clusters Score -948560.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -948566.750000 Penalty: 4449.775391
	Iteration 29Q: 3 clusters Score -948566.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -948576.375000 Penalty: 4449.775391
	Iteration 30Q: 3 clusters Score -948576.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -948579.000000 Penalty: 4449.775391
	Iteration 31Q: 3 clusters Score -948579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -948581.250000 Penalty: 4449.775391
	Iteration 32Q: 3 clusters Score -948581.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -948582.562500 Penalty: 4449.775391
	Iteration 33Q: 3 clusters Score -948582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -948583.562500 Penalty: 4449.775391
	Iteration 34Q: 3 clusters Score -948583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -948584.937500 Penalty: 4449.775391
	Iteration 35Q: 3 clusters Score -948584.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -948586.125000 Penalty: 4449.775391
	Iteration 36Q: 3 clusters Score -948586.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -948586.875000 Penalty: 4449.775391
	Iteration 37Q: 3 clusters Score -948586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -948587.687500 Penalty: 4449.775391
	Iteration 38Q: 3 clusters Score -948587.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -948588.125000 Penalty: 4449.775391
	Iteration 39Q: 3 clusters Score -948588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -948587.937500 Penalty: 4449.775391
	Iteration 40F: 3 clusters Score -948587.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -948588.750000 Penalty: 4449.775391
	Iteration 41Q: 3 clusters Score -948588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -948588.375000 Penalty: 4449.775391
	Iteration 42Q: 3 clusters Score -948588.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -948587.875000 Penalty: 4449.775391
	Iteration 43Q: 3 clusters Score -948587.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -948588.500000 Penalty: 4449.775391
	Iteration 44Q: 3 clusters Score -948588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -948588.625000 Penalty: 4449.775391
	Iteration 45Q: 3 clusters Score -948588.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -948591.187500 Penalty: 4449.775391
	Iteration 46Q: 3 clusters Score -948591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -948592.625000 Penalty: 4449.775391
	Iteration 47Q: 3 clusters Score -948592.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -948593.125000 Penalty: 4449.775391
	Iteration 48Q: 3 clusters Score -948593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -948594.875000 Penalty: 4449.775391
	Iteration 49Q: 3 clusters Score -948594.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -948593.750000 Penalty: 4449.775391
	Iteration 50Q: 3 clusters Score -948593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -948594.750000 Penalty: 4449.775391
	Iteration 51Q: 3 clusters Score -948594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -948594.062500 Penalty: 4449.775391
	Iteration 52Q: 3 clusters Score -948594.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -948594.062500 Penalty: 4449.775391
	Iteration 53F: 3 clusters Score -948594.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Entering Unmasked Estep 
Score: -2388578.250000 Penalty: 2429.645996
	Iteration 0F: 2 clusters Score -2388578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2375778.500000 Penalty: 4859.291992
	Iteration 0F: 3 clusters Score -2375778 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2379974.750000 Penalty: 4859.291992
	Iteration 1F: 3 clusters Score -2379975 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2380323.250000 Penalty: 4859.291992
	Iteration 2F: 3 clusters Score -2380323 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2380554.750000 Penalty: 4859.291992
	Iteration 3Q: 3 clusters Score -2380555 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2380740.250000 Penalty: 4859.291992
	Iteration 4Q: 3 clusters Score -2380740 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2380877.000000 Penalty: 4859.291992
	Iteration 5Q: 3 clusters Score -2380877 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2381003.250000 Penalty: 4859.291992
	Iteration 6Q: 3 clusters Score -2381003 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2381125.750000 Penalty: 4859.291992
	Iteration 7Q: 3 clusters Score -2381126 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2381257.000000 Penalty: 4859.291992
	Iteration 8Q: 3 clusters Score -2381257 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2381387.000000 Penalty: 4859.291992
	Iteration 9Q: 3 clusters Score -2381387 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2381516.750000 Penalty: 4859.291992
	Iteration 10Q: 3 clusters Score -2381517 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2381678.750000 Penalty: 4859.291992
	Iteration 11Q: 3 clusters Score -2381679 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2381891.500000 Penalty: 4859.291992
	Iteration 12Q: 3 clusters Score -2381892 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2382155.000000 Penalty: 4859.291992
	Iteration 13Q: 3 clusters Score -2382155 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2382537.500000 Penalty: 4859.291992
	Iteration 14Q: 3 clusters Score -2382538 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2383035.500000 Penalty: 4859.291992
	Iteration 15Q: 3 clusters Score -2383036 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2383617.250000 Penalty: 4859.291992
	Iteration 16Q: 3 clusters Score -2383617 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2384281.500000 Penalty: 4859.291992
	Iteration 17Q: 3 clusters Score -2384282 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2384932.000000 Penalty: 4859.291992
	Iteration 18Q: 3 clusters Score -2384932 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2385465.000000 Penalty: 4859.291992
	Iteration 19Q: 3 clusters Score -2385465 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2385819.500000 Penalty: 4859.291992
	Iteration 20F: 3 clusters Score -2385820 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2386032.000000 Penalty: 4859.291992
	Iteration 21Q: 3 clusters Score -2386032 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2386171.750000 Penalty: 4859.291992
	Iteration 22Q: 3 clusters Score -2386172 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2386261.500000 Penalty: 4859.291992
	Iteration 23Q: 3 clusters Score -2386262 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2386317.000000 Penalty: 4859.291992
	Iteration 24Q: 3 clusters Score -2386317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2386350.750000 Penalty: 4859.291992
	Iteration 25Q: 3 clusters Score -2386351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2386374.500000 Penalty: 4859.291992
	Iteration 26Q: 3 clusters Score -2386374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2386385.250000 Penalty: 4859.291992
	Iteration 27Q: 3 clusters Score -2386385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2386387.500000 Penalty: 4859.291992
	Iteration 28Q: 3 clusters Score -2386388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2386396.000000 Penalty: 4859.291992
	Iteration 29Q: 3 clusters Score -2386396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2386406.500000 Penalty: 4859.291992
	Iteration 30Q: 3 clusters Score -2386406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2386411.500000 Penalty: 4859.291992
	Iteration 31Q: 3 clusters Score -2386412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2386412.250000 Penalty: 4859.291992
	Iteration 32Q: 3 clusters Score -2386412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2386411.000000 Penalty: 4859.291992
	Iteration 33Q: 3 clusters Score -2386411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2386414.000000 Penalty: 4859.291992
	Iteration 34Q: 3 clusters Score -2386414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2386414.750000 Penalty: 4859.291992
	Iteration 35Q: 3 clusters Score -2386415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2386418.250000 Penalty: 4859.291992
	Iteration 36Q: 3 clusters Score -2386418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2386420.750000 Penalty: 4859.291992
	Iteration 37Q: 3 clusters Score -2386421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2386426.750000 Penalty: 4859.291992
	Iteration 38Q: 3 clusters Score -2386427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2386431.250000 Penalty: 4859.291992
	Iteration 39Q: 3 clusters Score -2386431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2386436.250000 Penalty: 4859.291992
	Iteration 40F: 3 clusters Score -2386436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2386440.500000 Penalty: 4859.291992
	Iteration 41Q: 3 clusters Score -2386440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2386441.250000 Penalty: 4859.291992
	Iteration 42Q: 3 clusters Score -2386441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2386441.250000 Penalty: 4859.291992
	Iteration 43F: 3 clusters Score -2386441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Entering Unmasked Estep 
Score: -2255900.500000 Penalty: 2423.543701
	Iteration 0F: 2 clusters Score -2255900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2243504.500000 Penalty: 4847.087402
	Iteration 0F: 3 clusters Score -2243504 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2247573.500000 Penalty: 4847.087402
	Iteration 1F: 3 clusters Score -2247574 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2248050.500000 Penalty: 4847.087402
	Iteration 2F: 3 clusters Score -2248050 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2248498.500000 Penalty: 4847.087402
	Iteration 3F: 3 clusters Score -2248498 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2248943.750000 Penalty: 4847.087402
	Iteration 4Q: 3 clusters Score -2248944 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2249470.250000 Penalty: 4847.087402
	Iteration 5F: 3 clusters Score -2249470 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2250096.250000 Penalty: 4847.087402
	Iteration 6F: 3 clusters Score -2250096 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2250767.500000 Penalty: 4847.087402
	Iteration 7F: 3 clusters Score -2250768 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2251478.750000 Penalty: 4847.087402
	Iteration 8F: 3 clusters Score -2251479 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2252115.250000 Penalty: 4847.087402
	Iteration 9Q: 3 clusters Score -2252115 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2252563.500000 Penalty: 4847.087402
	Iteration 10Q: 3 clusters Score -2252564 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2252791.750000 Penalty: 4847.087402
	Iteration 11Q: 3 clusters Score -2252792 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2252909.250000 Penalty: 4847.087402
	Iteration 12Q: 3 clusters Score -2252909 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2252970.250000 Penalty: 4847.087402
	Iteration 13Q: 3 clusters Score -2252970 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2253025.000000 Penalty: 4847.087402
	Iteration 14Q: 3 clusters Score -2253025 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2253067.500000 Penalty: 4847.087402
	Iteration 15Q: 3 clusters Score -2253068 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2253119.250000 Penalty: 4847.087402
	Iteration 16Q: 3 clusters Score -2253119 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2253162.000000 Penalty: 4847.087402
	Iteration 17Q: 3 clusters Score -2253162 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2253193.000000 Penalty: 4847.087402
	Iteration 18Q: 3 clusters Score -2253193 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2253224.500000 Penalty: 4847.087402
	Iteration 19Q: 3 clusters Score -2253224 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2253253.750000 Penalty: 4847.087402
	Iteration 20F: 3 clusters Score -2253254 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2253284.000000 Penalty: 4847.087402
	Iteration 21Q: 3 clusters Score -2253284 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2253312.250000 Penalty: 4847.087402
	Iteration 22Q: 3 clusters Score -2253312 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2253339.250000 Penalty: 4847.087402
	Iteration 23Q: 3 clusters Score -2253339 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2253377.750000 Penalty: 4847.087402
	Iteration 24Q: 3 clusters Score -2253378 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2253410.750000 Penalty: 4847.087402
	Iteration 25Q: 3 clusters Score -2253411 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2253430.250000 Penalty: 4847.087402
	Iteration 26Q: 3 clusters Score -2253430 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2253460.000000 Penalty: 4847.087402
	Iteration 27Q: 3 clusters Score -2253460 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2253488.250000 Penalty: 4847.087402
	Iteration 28Q: 3 clusters Score -2253488 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2253509.500000 Penalty: 4847.087402
	Iteration 29Q: 3 clusters Score -2253510 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2253541.250000 Penalty: 4847.087402
	Iteration 30Q: 3 clusters Score -2253541 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2253565.500000 Penalty: 4847.087402
	Iteration 31Q: 3 clusters Score -2253566 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2253587.000000 Penalty: 4847.087402
	Iteration 32Q: 3 clusters Score -2253587 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2253595.500000 Penalty: 4847.087402
	Iteration 33Q: 3 clusters Score -2253596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2253616.250000 Penalty: 4847.087402
	Iteration 34Q: 3 clusters Score -2253616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2253629.250000 Penalty: 4847.087402
	Iteration 35Q: 3 clusters Score -2253629 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2253643.000000 Penalty: 4847.087402
	Iteration 36Q: 3 clusters Score -2253643 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2253654.750000 Penalty: 4847.087402
	Iteration 37Q: 3 clusters Score -2253655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2253672.000000 Penalty: 4847.087402
	Iteration 38Q: 3 clusters Score -2253672 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2253691.500000 Penalty: 4847.087402
	Iteration 39Q: 3 clusters Score -2253692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2253704.500000 Penalty: 4847.087402
	Iteration 40F: 3 clusters Score -2253704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2253709.500000 Penalty: 4847.087402
	Iteration 41Q: 3 clusters Score -2253710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2253724.000000 Penalty: 4847.087402
	Iteration 42Q: 3 clusters Score -2253724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2253736.000000 Penalty: 4847.087402
	Iteration 43Q: 3 clusters Score -2253736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2253747.000000 Penalty: 4847.087402
	Iteration 44Q: 3 clusters Score -2253747 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2253751.000000 Penalty: 4847.087402
	Iteration 45Q: 3 clusters Score -2253751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2253765.250000 Penalty: 4847.087402
	Iteration 46Q: 3 clusters Score -2253765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2253774.750000 Penalty: 4847.087402
	Iteration 47Q: 3 clusters Score -2253775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2253782.500000 Penalty: 4847.087402
	Iteration 48Q: 3 clusters Score -2253782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2253796.000000 Penalty: 4847.087402
	Iteration 49Q: 3 clusters Score -2253796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2253805.500000 Penalty: 4847.087402
	Iteration 50Q: 3 clusters Score -2253806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2253806.500000 Penalty: 4847.087402
	Iteration 51Q: 3 clusters Score -2253806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2253812.000000 Penalty: 4847.087402
	Iteration 52Q: 3 clusters Score -2253812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2253815.000000 Penalty: 4847.087402
	Iteration 53Q: 3 clusters Score -2253815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2253821.500000 Penalty: 4847.087402
	Iteration 54Q: 3 clusters Score -2253822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2253826.250000 Penalty: 4847.087402
	Iteration 55Q: 3 clusters Score -2253826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2253831.250000 Penalty: 4847.087402
	Iteration 56Q: 3 clusters Score -2253831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2253827.500000 Penalty: 4847.087402
	Iteration 57Q: 3 clusters Score -2253828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2253835.750000 Penalty: 4847.087402
	Iteration 58Q: 3 clusters Score -2253836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2253842.250000 Penalty: 4847.087402
	Iteration 59Q: 3 clusters Score -2253842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2253848.250000 Penalty: 4847.087402
	Iteration 60F: 3 clusters Score -2253848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2253856.000000 Penalty: 4847.087402
	Iteration 61Q: 3 clusters Score -2253856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2253862.000000 Penalty: 4847.087402
	Iteration 62Q: 3 clusters Score -2253862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2253866.500000 Penalty: 4847.087402
	Iteration 63Q: 3 clusters Score -2253866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2253868.500000 Penalty: 4847.087402
	Iteration 64Q: 3 clusters Score -2253868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2253872.250000 Penalty: 4847.087402
	Iteration 65Q: 3 clusters Score -2253872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2253878.000000 Penalty: 4847.087402
	Iteration 66Q: 3 clusters Score -2253878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2253875.500000 Penalty: 4847.087402
	Iteration 67Q: 3 clusters Score -2253876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2253887.250000 Penalty: 4847.087402
	Iteration 68Q: 3 clusters Score -2253887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2253896.250000 Penalty: 4847.087402
	Iteration 69Q: 3 clusters Score -2253896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2253902.750000 Penalty: 4847.087402
	Iteration 70Q: 3 clusters Score -2253903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2253908.250000 Penalty: 4847.087402
	Iteration 71Q: 3 clusters Score -2253908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2253914.250000 Penalty: 4847.087402
	Iteration 72Q: 3 clusters Score -2253914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2253915.250000 Penalty: 4847.087402
	Iteration 73Q: 3 clusters Score -2253915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2253915.000000 Penalty: 4847.087402
	Iteration 74Q: 3 clusters Score -2253915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2253914.250000 Penalty: 4847.087402
	Iteration 75Q: 3 clusters Score -2253914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2253917.500000 Penalty: 4847.087402
	Iteration 76Q: 3 clusters Score -2253918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2253922.000000 Penalty: 4847.087402
	Iteration 77Q: 3 clusters Score -2253922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2253918.000000 Penalty: 4847.087402
	Iteration 78Q: 3 clusters Score -2253918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2253920.000000 Penalty: 4847.087402
	Iteration 79Q: 3 clusters Score -2253920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2253922.000000 Penalty: 4847.087402
	Iteration 80F: 3 clusters Score -2253922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2253925.500000 Penalty: 4847.087402
	Iteration 81Q: 3 clusters Score -2253926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2253924.250000 Penalty: 4847.087402
	Iteration 82Q: 3 clusters Score -2253924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2253923.000000 Penalty: 4847.087402
	Iteration 83Q: 3 clusters Score -2253923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2253923.000000 Penalty: 4847.087402
	Iteration 84F: 3 clusters Score -2253923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -46010.285156 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -46010.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44548.957031 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -44548.96 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44741.515625 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -44741.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44813.097656 Penalty: 3007.637451
	Iteration 2Q: 3 clusters Score -44813.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44873.171875 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -44873.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44911.257812 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -44911.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44943.699219 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -44943.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44996.000000 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -44996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45061.582031 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -45061.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45121.984375 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -45121.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45177.246094 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -45177.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45225.074219 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -45225.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45246.687500 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -45246.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45267.976562 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -45267.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45304.085938 Penalty: 3007.637451
	Iteration 13Q: 3 clusters Score -45304.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45340.164062 Penalty: 3007.637451
	Iteration 14Q: 3 clusters Score -45340.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45386.417969 Penalty: 3007.637451
	Iteration 15Q: 3 clusters Score -45386.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45472.394531 Penalty: 3007.637451
	Iteration 16Q: 3 clusters Score -45472.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45604.011719 Penalty: 3007.637451
	Iteration 17Q: 3 clusters Score -45604.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45628.207031 Penalty: 3007.637451
	Iteration 18Q: 3 clusters Score -45628.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45634.664062 Penalty: 3007.637451
	Iteration 19Q: 3 clusters Score -45634.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45639.785156 Penalty: 3007.637451
	Iteration 20F: 3 clusters Score -45639.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45658.316406 Penalty: 3007.637451
	Iteration 21Q: 3 clusters Score -45658.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45666.742188 Penalty: 3007.637451
	Iteration 22Q: 3 clusters Score -45666.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45666.742188 Penalty: 3007.637451
	Iteration 23F: 3 clusters Score -45666.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -134025.843750 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -134025.8 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 599 members 
Entering Unmasked Estep 
Score: -132013.984375 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -132014 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -132561.609375 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -132561.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -132826.828125 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -132826.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133059.484375 Penalty: 3505.390625
	Iteration 3F: 3 clusters Score -133059.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -133278.843750 Penalty: 3505.390625
	Iteration 4F: 3 clusters Score -133278.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -133470.265625 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -133470.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -133589.171875 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -133589.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133652.687500 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -133652.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -133696.250000 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -133696.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -133725.531250 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -133725.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -133751.140625 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -133751.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -133774.296875 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -133774.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -133788.984375 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -133789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -133797.625000 Penalty: 3505.390625
	Iteration 13Q: 3 clusters Score -133797.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -133812.390625 Penalty: 3505.390625
	Iteration 14Q: 3 clusters Score -133812.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -133840.437500 Penalty: 3505.390625
	Iteration 15Q: 3 clusters Score -133840.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -133871.281250 Penalty: 3505.390625
	Iteration 16Q: 3 clusters Score -133871.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -133896.000000 Penalty: 3505.390625
	Iteration 17Q: 3 clusters Score -133896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -133917.796875 Penalty: 3505.390625
	Iteration 18Q: 3 clusters Score -133917.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -133935.093750 Penalty: 3505.390625
	Iteration 19Q: 3 clusters Score -133935.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -133945.406250 Penalty: 3505.390625
	Iteration 20F: 3 clusters Score -133945.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -133954.734375 Penalty: 3505.390625
	Iteration 21Q: 3 clusters Score -133954.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -133957.265625 Penalty: 3505.390625
	Iteration 22Q: 3 clusters Score -133957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -133961.718750 Penalty: 3505.390625
	Iteration 23Q: 3 clusters Score -133961.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -133966.937500 Penalty: 3505.390625
	Iteration 24Q: 3 clusters Score -133966.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -133975.468750 Penalty: 3505.390625
	Iteration 25Q: 3 clusters Score -133975.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -133979.609375 Penalty: 3505.390625
	Iteration 26Q: 3 clusters Score -133979.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -133979.906250 Penalty: 3505.390625
	Iteration 27Q: 3 clusters Score -133979.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -133979.906250 Penalty: 3505.390625
	Iteration 28F: 3 clusters Score -133979.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Entering Unmasked Estep 
Score: -1086205.750000 Penalty: 2256.404053
	Iteration 0F: 2 clusters Score -1086206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1079270.750000 Penalty: 4512.808105
	Iteration 0F: 3 clusters Score -1079271 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1081251.250000 Penalty: 4512.808105
	Iteration 1F: 3 clusters Score -1081251 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1081604.375000 Penalty: 4512.808105
	Iteration 2F: 3 clusters Score -1081604 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1081930.375000 Penalty: 4512.808105
	Iteration 3F: 3 clusters Score -1081930 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1082331.125000 Penalty: 4512.808105
	Iteration 4F: 3 clusters Score -1082331 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1082772.500000 Penalty: 4512.808105
	Iteration 5F: 3 clusters Score -1082772 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1083248.125000 Penalty: 4512.808105
	Iteration 6F: 3 clusters Score -1083248 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1083766.625000 Penalty: 4512.808105
	Iteration 7F: 3 clusters Score -1083767 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1084299.750000 Penalty: 4512.808105
	Iteration 8F: 3 clusters Score -1084300 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1084757.125000 Penalty: 4512.808105
	Iteration 9F: 3 clusters Score -1084757 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1085045.000000 Penalty: 4512.808105
	Iteration 10Q: 3 clusters Score -1085045 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1085191.500000 Penalty: 4512.808105
	Iteration 11Q: 3 clusters Score -1085192 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1085309.250000 Penalty: 4512.808105
	Iteration 12Q: 3 clusters Score -1085309 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1085393.750000 Penalty: 4512.808105
	Iteration 13Q: 3 clusters Score -1085394 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1085447.375000 Penalty: 4512.808105
	Iteration 14Q: 3 clusters Score -1085447 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1085491.375000 Penalty: 4512.808105
	Iteration 15Q: 3 clusters Score -1085491 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1085514.875000 Penalty: 4512.808105
	Iteration 16Q: 3 clusters Score -1085515 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1085530.000000 Penalty: 4512.808105
	Iteration 17Q: 3 clusters Score -1085530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1085539.000000 Penalty: 4512.808105
	Iteration 18Q: 3 clusters Score -1085539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1085542.750000 Penalty: 4512.808105
	Iteration 19Q: 3 clusters Score -1085543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1085544.625000 Penalty: 4512.808105
	Iteration 20F: 3 clusters Score -1085545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1085548.125000 Penalty: 4512.808105
	Iteration 21Q: 3 clusters Score -1085548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1085552.875000 Penalty: 4512.808105
	Iteration 22Q: 3 clusters Score -1085553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1085558.000000 Penalty: 4512.808105
	Iteration 23Q: 3 clusters Score -1085558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1085556.875000 Penalty: 4512.808105
	Iteration 24Q: 3 clusters Score -1085557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1085558.250000 Penalty: 4512.808105
	Iteration 25Q: 3 clusters Score -1085558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1085562.750000 Penalty: 4512.808105
	Iteration 26Q: 3 clusters Score -1085563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1085564.500000 Penalty: 4512.808105
	Iteration 27Q: 3 clusters Score -1085564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1085565.625000 Penalty: 4512.808105
	Iteration 28Q: 3 clusters Score -1085566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1085564.000000 Penalty: 4512.808105
	Iteration 29Q: 3 clusters Score -1085564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1085564.875000 Penalty: 4512.808105
	Iteration 30Q: 3 clusters Score -1085565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1085565.500000 Penalty: 4512.808105
	Iteration 31Q: 3 clusters Score -1085566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1085566.500000 Penalty: 4512.808105
	Iteration 32Q: 3 clusters Score -1085566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1085568.250000 Penalty: 4512.808105
	Iteration 33Q: 3 clusters Score -1085568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1085568.000000 Penalty: 4512.808105
	Iteration 34Q: 3 clusters Score -1085568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1085568.250000 Penalty: 4512.808105
	Iteration 35Q: 3 clusters Score -1085568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1085566.125000 Penalty: 4512.808105
	Iteration 36Q: 3 clusters Score -1085566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1085568.375000 Penalty: 4512.808105
	Iteration 37Q: 3 clusters Score -1085568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1085569.750000 Penalty: 4512.808105
	Iteration 38Q: 3 clusters Score -1085570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1085571.000000 Penalty: 4512.808105
	Iteration 39Q: 3 clusters Score -1085571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1085570.375000 Penalty: 4512.808105
	Iteration 40F: 3 clusters Score -1085570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1085569.250000 Penalty: 4512.808105
	Iteration 41Q: 3 clusters Score -1085569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1085571.000000 Penalty: 4512.808105
	Iteration 42Q: 3 clusters Score -1085571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1085570.875000 Penalty: 4512.808105
	Iteration 43Q: 3 clusters Score -1085571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1085570.875000 Penalty: 4512.808105
	Iteration 44F: 3 clusters Score -1085571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (155001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155001 members 
Entering Unmasked Estep 
Score: -19848386.000000 Penalty: 2963.894531
	Iteration 0F: 2 clusters Score -1.984839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77378 members 
Mstep: Class 2 contains 77623 members 
Entering Unmasked Estep 
Score: -19750414.000000 Penalty: 5927.789062
	Iteration 0F: 3 clusters Score -1.975041e+07 nChanged 74171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75673 members 
Mstep: Class 2 contains 79328 members 
Entering Unmasked Estep 
Score: -19793096.000000 Penalty: 5927.789062
	Iteration 1F: 3 clusters Score -1.97931e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74529 members 
Mstep: Class 2 contains 80472 members 
Entering Unmasked Estep 
Score: -19794052.000000 Penalty: 5927.789062
	Iteration 2Q: 3 clusters Score -1.979405e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -19795338.000000 Penalty: 5927.789062
	Iteration 3Q: 3 clusters Score -1.979534e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 84733 members 
Entering Unmasked Estep 
Score: -19797020.000000 Penalty: 5927.789062
	Iteration 4Q: 3 clusters Score -1.979702e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 88460 members 
Entering Unmasked Estep 
Score: -19799432.000000 Penalty: 5927.789062
	Iteration 5Q: 3 clusters Score -1.979943e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61339 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -19803164.000000 Penalty: 5927.789062
	Iteration 6Q: 3 clusters Score -1.980316e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 100491 members 
Entering Unmasked Estep 
Score: -19809170.000000 Penalty: 5927.789062
	Iteration 7F: 3 clusters Score -1.980917e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 108513 members 
Entering Unmasked Estep 
Score: -19817224.000000 Penalty: 5927.789062
	Iteration 8F: 3 clusters Score -1.981722e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 116094 members 
Entering Unmasked Estep 
Score: -19825606.000000 Penalty: 5927.789062
	Iteration 9F: 3 clusters Score -1.982561e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 121816 members 
Entering Unmasked Estep 
Score: -19831850.000000 Penalty: 5927.789062
	Iteration 10F: 3 clusters Score -1.983185e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 125714 members 
Entering Unmasked Estep 
Score: -19835646.000000 Penalty: 5927.789062
	Iteration 11Q: 3 clusters Score -1.983565e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 128488 members 
Entering Unmasked Estep 
Score: -19837820.000000 Penalty: 5927.789062
	Iteration 12Q: 3 clusters Score -1.983782e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 130749 members 
Entering Unmasked Estep 
Score: -19839356.000000 Penalty: 5927.789062
	Iteration 13Q: 3 clusters Score -1.983936e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 132664 members 
Entering Unmasked Estep 
Score: -19840656.000000 Penalty: 5927.789062
	Iteration 14Q: 3 clusters Score -1.984066e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 134326 members 
Entering Unmasked Estep 
Score: -19841668.000000 Penalty: 5927.789062
	Iteration 15Q: 3 clusters Score -1.984167e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 135886 members 
Entering Unmasked Estep 
Score: -19842430.000000 Penalty: 5927.789062
	Iteration 16Q: 3 clusters Score -1.984243e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 137248 members 
Entering Unmasked Estep 
Score: -19843018.000000 Penalty: 5927.789062
	Iteration 17Q: 3 clusters Score -1.984302e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 138468 members 
Entering Unmasked Estep 
Score: -19843582.000000 Penalty: 5927.789062
	Iteration 18Q: 3 clusters Score -1.984358e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 139585 members 
Entering Unmasked Estep 
Score: -19843960.000000 Penalty: 5927.789062
	Iteration 19Q: 3 clusters Score -1.984396e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 140689 members 
Entering Unmasked Estep 
Score: -19844228.000000 Penalty: 5927.789062
	Iteration 20F: 3 clusters Score -1.984423e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 141665 members 
Entering Unmasked Estep 
Score: -19844380.000000 Penalty: 5927.789062
	Iteration 21Q: 3 clusters Score -1.984438e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 142543 members 
Entering Unmasked Estep 
Score: -19844526.000000 Penalty: 5927.789062
	Iteration 22Q: 3 clusters Score -1.984453e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 143408 members 
Entering Unmasked Estep 
Score: -19844688.000000 Penalty: 5927.789062
	Iteration 23Q: 3 clusters Score -1.984469e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 144207 members 
Entering Unmasked Estep 
Score: -19844780.000000 Penalty: 5927.789062
	Iteration 24Q: 3 clusters Score -1.984478e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 144941 members 
Entering Unmasked Estep 
Score: -19844960.000000 Penalty: 5927.789062
	Iteration 25Q: 3 clusters Score -1.984496e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 145633 members 
Entering Unmasked Estep 
Score: -19845080.000000 Penalty: 5927.789062
	Iteration 26Q: 3 clusters Score -1.984508e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 146263 members 
Entering Unmasked Estep 
Score: -19845224.000000 Penalty: 5927.789062
	Iteration 27Q: 3 clusters Score -1.984522e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 146840 members 
Entering Unmasked Estep 
Score: -19845294.000000 Penalty: 5927.789062
	Iteration 28Q: 3 clusters Score -1.984529e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 147336 members 
Entering Unmasked Estep 
Score: -19845484.000000 Penalty: 5927.789062
	Iteration 29Q: 3 clusters Score -1.984548e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 147786 members 
Entering Unmasked Estep 
Score: -19845528.000000 Penalty: 5927.789062
	Iteration 30Q: 3 clusters Score -1.984553e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 148175 members 
Entering Unmasked Estep 
Score: -19845652.000000 Penalty: 5927.789062
	Iteration 31Q: 3 clusters Score -1.984565e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 148558 members 
Entering Unmasked Estep 
Score: -19845716.000000 Penalty: 5927.789062
	Iteration 32Q: 3 clusters Score -1.984572e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 148891 members 
Entering Unmasked Estep 
Score: -19845744.000000 Penalty: 5927.789062
	Iteration 33Q: 3 clusters Score -1.984574e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 149187 members 
Entering Unmasked Estep 
Score: -19845812.000000 Penalty: 5927.789062
	Iteration 34Q: 3 clusters Score -1.984581e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 149473 members 
Entering Unmasked Estep 
Score: -19845870.000000 Penalty: 5927.789062
	Iteration 35Q: 3 clusters Score -1.984587e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 149743 members 
Entering Unmasked Estep 
Score: -19846002.000000 Penalty: 5927.789062
	Iteration 36Q: 3 clusters Score -1.9846e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 149970 members 
Entering Unmasked Estep 
Score: -19846032.000000 Penalty: 5927.789062
	Iteration 37Q: 3 clusters Score -1.984603e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 150180 members 
Entering Unmasked Estep 
Score: -19846008.000000 Penalty: 5927.789062
	Iteration 38Q: 3 clusters Score -1.984601e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 150379 members 
Entering Unmasked Estep 
Score: -19845984.000000 Penalty: 5927.789062
	Iteration 39Q: 3 clusters Score -1.984598e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 150573 members 
Entering Unmasked Estep 
Score: -19846008.000000 Penalty: 5927.789062
	Iteration 40F: 3 clusters Score -1.984601e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 150744 members 
Entering Unmasked Estep 
Score: -19845970.000000 Penalty: 5927.789062
	Iteration 41Q: 3 clusters Score -1.984597e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 150910 members 
Entering Unmasked Estep 
Score: -19845984.000000 Penalty: 5927.789062
	Iteration 42Q: 3 clusters Score -1.984598e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 151054 members 
Entering Unmasked Estep 
Score: -19845998.000000 Penalty: 5927.789062
	Iteration 43Q: 3 clusters Score -1.9846e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 151161 members 
Entering Unmasked Estep 
Score: -19846020.000000 Penalty: 5927.789062
	Iteration 44Q: 3 clusters Score -1.984602e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 151249 members 
Entering Unmasked Estep 
Score: -19846042.000000 Penalty: 5927.789062
	Iteration 45Q: 3 clusters Score -1.984604e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 151344 members 
Entering Unmasked Estep 
Score: -19846040.000000 Penalty: 5927.789062
	Iteration 46Q: 3 clusters Score -1.984604e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 151427 members 
Entering Unmasked Estep 
Score: -19846090.000000 Penalty: 5927.789062
	Iteration 47Q: 3 clusters Score -1.984609e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 151490 members 
Entering Unmasked Estep 
Score: -19846126.000000 Penalty: 5927.789062
	Iteration 48Q: 3 clusters Score -1.984613e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 151548 members 
Entering Unmasked Estep 
Score: -19846146.000000 Penalty: 5927.789062
	Iteration 49Q: 3 clusters Score -1.984615e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 151607 members 
Entering Unmasked Estep 
Score: -19846138.000000 Penalty: 5927.789062
	Iteration 50Q: 3 clusters Score -1.984614e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 151664 members 
Entering Unmasked Estep 
Score: -19846110.000000 Penalty: 5927.789062
	Iteration 51Q: 3 clusters Score -1.984611e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 151713 members 
Entering Unmasked Estep 
Score: -19846122.000000 Penalty: 5927.789062
	Iteration 52Q: 3 clusters Score -1.984612e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 151761 members 
Entering Unmasked Estep 
Score: -19846132.000000 Penalty: 5927.789062
	Iteration 53Q: 3 clusters Score -1.984613e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 151802 members 
Entering Unmasked Estep 
Score: -19846154.000000 Penalty: 5927.789062
	Iteration 54Q: 3 clusters Score -1.984615e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 151834 members 
Entering Unmasked Estep 
Score: -19846146.000000 Penalty: 5927.789062
	Iteration 55Q: 3 clusters Score -1.984615e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 151863 members 
Entering Unmasked Estep 
Score: -19846146.000000 Penalty: 5927.789062
	Iteration 56Q: 3 clusters Score -1.984615e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 151882 members 
Entering Unmasked Estep 
Score: -19846140.000000 Penalty: 5927.789062
	Iteration 57Q: 3 clusters Score -1.984614e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 151921 members 
Entering Unmasked Estep 
Score: -19846132.000000 Penalty: 5927.789062
	Iteration 58Q: 3 clusters Score -1.984613e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 151950 members 
Entering Unmasked Estep 
Score: -19846132.000000 Penalty: 5927.789062
	Iteration 59Q: 3 clusters Score -1.984613e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 151970 members 
Entering Unmasked Estep 
Score: -19846152.000000 Penalty: 5927.789062
	Iteration 60F: 3 clusters Score -1.984615e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 151991 members 
Entering Unmasked Estep 
Score: -19846132.000000 Penalty: 5927.789062
	Iteration 61Q: 3 clusters Score -1.984613e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 152011 members 
Entering Unmasked Estep 
Score: -19846128.000000 Penalty: 5927.789062
	Iteration 62Q: 3 clusters Score -1.984613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 152028 members 
Entering Unmasked Estep 
Score: -19846146.000000 Penalty: 5927.789062
	Iteration 63Q: 3 clusters Score -1.984615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 152037 members 
Entering Unmasked Estep 
Score: -19846134.000000 Penalty: 5927.789062
	Iteration 64Q: 3 clusters Score -1.984613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 152047 members 
Entering Unmasked Estep 
Score: -19846140.000000 Penalty: 5927.789062
	Iteration 65Q: 3 clusters Score -1.984614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 152052 members 
Entering Unmasked Estep 
Score: -19846152.000000 Penalty: 5927.789062
	Iteration 66Q: 3 clusters Score -1.984615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 152062 members 
Entering Unmasked Estep 
Score: -19846148.000000 Penalty: 5927.789062
	Iteration 67Q: 3 clusters Score -1.984615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 152070 members 
Entering Unmasked Estep 
Score: -19846152.000000 Penalty: 5927.789062
	Iteration 68Q: 3 clusters Score -1.984615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 152081 members 
Entering Unmasked Estep 
Score: -19846146.000000 Penalty: 5927.789062
	Iteration 69Q: 3 clusters Score -1.984615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 152097 members 
Entering Unmasked Estep 
Score: -19846140.000000 Penalty: 5927.789062
	Iteration 70Q: 3 clusters Score -1.984614e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 152112 members 
Entering Unmasked Estep 
Score: -19846152.000000 Penalty: 5927.789062
	Iteration 71Q: 3 clusters Score -1.984615e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 152127 members 
Entering Unmasked Estep 
Score: -19846164.000000 Penalty: 5927.789062
	Iteration 72Q: 3 clusters Score -1.984616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 152141 members 
Entering Unmasked Estep 
Score: -19846156.000000 Penalty: 5927.789062
	Iteration 73Q: 3 clusters Score -1.984616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 152152 members 
Entering Unmasked Estep 
Score: -19846150.000000 Penalty: 5927.789062
	Iteration 74Q: 3 clusters Score -1.984615e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 152167 members 
Entering Unmasked Estep 
Score: -19846160.000000 Penalty: 5927.789062
	Iteration 75Q: 3 clusters Score -1.984616e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 152182 members 
Entering Unmasked Estep 
Score: -19846128.000000 Penalty: 5927.789062
	Iteration 76Q: 3 clusters Score -1.984613e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 152199 members 
Entering Unmasked Estep 
Score: -19846118.000000 Penalty: 5927.789062
	Iteration 77Q: 3 clusters Score -1.984612e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 152218 members 
Entering Unmasked Estep 
Score: -19846132.000000 Penalty: 5927.789062
	Iteration 78Q: 3 clusters Score -1.984613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 152231 members 
Entering Unmasked Estep 
Score: -19846162.000000 Penalty: 5927.789062
	Iteration 79Q: 3 clusters Score -1.984616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 152249 members 
Entering Unmasked Estep 
Score: -19846152.000000 Penalty: 5927.789062
	Iteration 80F: 3 clusters Score -1.984615e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 152266 members 
Entering Unmasked Estep 
Score: -19846156.000000 Penalty: 5927.789062
	Iteration 81Q: 3 clusters Score -1.984616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 152283 members 
Entering Unmasked Estep 
Score: -19846190.000000 Penalty: 5927.789062
	Iteration 82Q: 3 clusters Score -1.984619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 152304 members 
Entering Unmasked Estep 
Score: -19846170.000000 Penalty: 5927.789062
	Iteration 83Q: 3 clusters Score -1.984617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 152318 members 
Entering Unmasked Estep 
Score: -19846192.000000 Penalty: 5927.789062
	Iteration 84Q: 3 clusters Score -1.984619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 152329 members 
Entering Unmasked Estep 
Score: -19846188.000000 Penalty: 5927.789062
	Iteration 85Q: 3 clusters Score -1.984619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 152340 members 
Entering Unmasked Estep 
Score: -19846186.000000 Penalty: 5927.789062
	Iteration 86Q: 3 clusters Score -1.984619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 152355 members 
Entering Unmasked Estep 
Score: -19846178.000000 Penalty: 5927.789062
	Iteration 87Q: 3 clusters Score -1.984618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 152366 members 
Entering Unmasked Estep 
Score: -19846166.000000 Penalty: 5927.789062
	Iteration 88Q: 3 clusters Score -1.984617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 152373 members 
Entering Unmasked Estep 
Score: -19846174.000000 Penalty: 5927.789062
	Iteration 89Q: 3 clusters Score -1.984617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 152384 members 
Entering Unmasked Estep 
Score: -19846180.000000 Penalty: 5927.789062
	Iteration 90Q: 3 clusters Score -1.984618e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 152400 members 
Entering Unmasked Estep 
Score: -19846186.000000 Penalty: 5927.789062
	Iteration 91Q: 3 clusters Score -1.984619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 152417 members 
Entering Unmasked Estep 
Score: -19846188.000000 Penalty: 5927.789062
	Iteration 92Q: 3 clusters Score -1.984619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 152433 members 
Entering Unmasked Estep 
Score: -19846194.000000 Penalty: 5927.789062
	Iteration 93Q: 3 clusters Score -1.984619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 152445 members 
Entering Unmasked Estep 
Score: -19846198.000000 Penalty: 5927.789062
	Iteration 94Q: 3 clusters Score -1.98462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 152455 members 
Entering Unmasked Estep 
Score: -19846192.000000 Penalty: 5927.789062
	Iteration 95Q: 3 clusters Score -1.984619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 152460 members 
Entering Unmasked Estep 
Score: -19846190.000000 Penalty: 5927.789062
	Iteration 96Q: 3 clusters Score -1.984619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 152463 members 
Entering Unmasked Estep 
Score: -19846190.000000 Penalty: 5927.789062
	Iteration 97Q: 3 clusters Score -1.984619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 152470 members 
Entering Unmasked Estep 
Score: -19846192.000000 Penalty: 5927.789062
	Iteration 98Q: 3 clusters Score -1.984619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 152475 members 
Entering Unmasked Estep 
Score: -19846188.000000 Penalty: 5927.789062
	Iteration 99Q: 3 clusters Score -1.984619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -19846186.000000 Penalty: 5927.789062
	Iteration 100F: 3 clusters Score -1.984619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 152487 members 
Entering Unmasked Estep 
Score: -19846194.000000 Penalty: 5927.789062
	Iteration 101Q: 3 clusters Score -1.984619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 152495 members 
Entering Unmasked Estep 
Score: -19846190.000000 Penalty: 5927.789062
	Iteration 102Q: 3 clusters Score -1.984619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 152500 members 
Entering Unmasked Estep 
Score: -19846178.000000 Penalty: 5927.789062
	Iteration 103Q: 3 clusters Score -1.984618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 152504 members 
Entering Unmasked Estep 
Score: -19846198.000000 Penalty: 5927.789062
	Iteration 104Q: 3 clusters Score -1.98462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 152509 members 
Entering Unmasked Estep 
Score: -19846198.000000 Penalty: 5927.789062
	Iteration 105Q: 3 clusters Score -1.98462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 152516 members 
Entering Unmasked Estep 
Score: -19846192.000000 Penalty: 5927.789062
	Iteration 106Q: 3 clusters Score -1.984619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 152519 members 
Entering Unmasked Estep 
Score: -19846198.000000 Penalty: 5927.789062
	Iteration 107Q: 3 clusters Score -1.98462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 152521 members 
Entering Unmasked Estep 
Score: -19846190.000000 Penalty: 5927.789062
	Iteration 108Q: 3 clusters Score -1.984619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 152525 members 
Entering Unmasked Estep 
Score: -19846198.000000 Penalty: 5927.789062
	Iteration 109Q: 3 clusters Score -1.98462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 152527 members 
Entering Unmasked Estep 
Score: -19846216.000000 Penalty: 5927.789062
	Iteration 110Q: 3 clusters Score -1.984622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 152527 members 
Entering Unmasked Estep 
Score: -19846202.000000 Penalty: 5927.789062
	Iteration 111Q: 3 clusters Score -1.98462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 152528 members 
Entering Unmasked Estep 
Score: -19846206.000000 Penalty: 5927.789062
	Iteration 112Q: 3 clusters Score -1.984621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 152530 members 
Entering Unmasked Estep 
Score: -19846206.000000 Penalty: 5927.789062
	Iteration 113Q: 3 clusters Score -1.984621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 152530 members 
Entering Unmasked Estep 
Score: -19846206.000000 Penalty: 5927.789062
	Iteration 114F: 3 clusters Score -1.984621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (89726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89726 members 
Entering Unmasked Estep 
Score: -11481616.000000 Penalty: 2828.320068
	Iteration 0F: 2 clusters Score -1.148162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -11421781.000000 Penalty: 5656.640137
	Iteration 0F: 3 clusters Score -1.142178e+07 nChanged 42210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -11445650.000000 Penalty: 5656.640137
	Iteration 1F: 3 clusters Score -1.144565e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -11446615.000000 Penalty: 5656.640137
	Iteration 2Q: 3 clusters Score -1.144662e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -11447787.000000 Penalty: 5656.640137
	Iteration 3Q: 3 clusters Score -1.144779e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -11449344.000000 Penalty: 5656.640137
	Iteration 4Q: 3 clusters Score -1.144934e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -11451479.000000 Penalty: 5656.640137
	Iteration 5Q: 3 clusters Score -1.145148e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -11454229.000000 Penalty: 5656.640137
	Iteration 6F: 3 clusters Score -1.145423e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -11457681.000000 Penalty: 5656.640137
	Iteration 7F: 3 clusters Score -1.145768e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -11461636.000000 Penalty: 5656.640137
	Iteration 8F: 3 clusters Score -1.146164e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -11465426.000000 Penalty: 5656.640137
	Iteration 9F: 3 clusters Score -1.146543e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -11467780.000000 Penalty: 5656.640137
	Iteration 10F: 3 clusters Score -1.146778e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -11468855.000000 Penalty: 5656.640137
	Iteration 11Q: 3 clusters Score -1.146886e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -11469267.000000 Penalty: 5656.640137
	Iteration 12Q: 3 clusters Score -1.146927e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -11469459.000000 Penalty: 5656.640137
	Iteration 13Q: 3 clusters Score -1.146946e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -11469714.000000 Penalty: 5656.640137
	Iteration 14Q: 3 clusters Score -1.146971e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -11469879.000000 Penalty: 5656.640137
	Iteration 15Q: 3 clusters Score -1.146988e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -11470076.000000 Penalty: 5656.640137
	Iteration 16Q: 3 clusters Score -1.147008e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -11470219.000000 Penalty: 5656.640137
	Iteration 17Q: 3 clusters Score -1.147022e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -11470379.000000 Penalty: 5656.640137
	Iteration 18Q: 3 clusters Score -1.147038e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -11470492.000000 Penalty: 5656.640137
	Iteration 19Q: 3 clusters Score -1.147049e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -11470601.000000 Penalty: 5656.640137
	Iteration 20F: 3 clusters Score -1.14706e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -11470705.000000 Penalty: 5656.640137
	Iteration 21Q: 3 clusters Score -1.14707e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -11470816.000000 Penalty: 5656.640137
	Iteration 22Q: 3 clusters Score -1.147082e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -11471014.000000 Penalty: 5656.640137
	Iteration 23Q: 3 clusters Score -1.147101e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -11471155.000000 Penalty: 5656.640137
	Iteration 24Q: 3 clusters Score -1.147116e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 55490 members 
Entering Unmasked Estep 
Score: -11471285.000000 Penalty: 5656.640137
	Iteration 25Q: 3 clusters Score -1.147128e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 56295 members 
Entering Unmasked Estep 
Score: -11471490.000000 Penalty: 5656.640137
	Iteration 26Q: 3 clusters Score -1.147149e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -11471671.000000 Penalty: 5656.640137
	Iteration 27Q: 3 clusters Score -1.147167e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -11471834.000000 Penalty: 5656.640137
	Iteration 28Q: 3 clusters Score -1.147183e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -11472032.000000 Penalty: 5656.640137
	Iteration 29Q: 3 clusters Score -1.147203e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -11472235.000000 Penalty: 5656.640137
	Iteration 30Q: 3 clusters Score -1.147224e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -11472435.000000 Penalty: 5656.640137
	Iteration 31Q: 3 clusters Score -1.147244e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -11472578.000000 Penalty: 5656.640137
	Iteration 32Q: 3 clusters Score -1.147258e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -11472790.000000 Penalty: 5656.640137
	Iteration 33Q: 3 clusters Score -1.147279e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 63258 members 
Entering Unmasked Estep 
Score: -11473031.000000 Penalty: 5656.640137
	Iteration 34Q: 3 clusters Score -1.147303e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -11473248.000000 Penalty: 5656.640137
	Iteration 35Q: 3 clusters Score -1.147325e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -11473479.000000 Penalty: 5656.640137
	Iteration 36Q: 3 clusters Score -1.147348e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 66226 members 
Entering Unmasked Estep 
Score: -11473744.000000 Penalty: 5656.640137
	Iteration 37Q: 3 clusters Score -1.147374e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -11474038.000000 Penalty: 5656.640137
	Iteration 38Q: 3 clusters Score -1.147404e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 68250 members 
Entering Unmasked Estep 
Score: -11474323.000000 Penalty: 5656.640137
	Iteration 39Q: 3 clusters Score -1.147432e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 69207 members 
Entering Unmasked Estep 
Score: -11474629.000000 Penalty: 5656.640137
	Iteration 40F: 3 clusters Score -1.147463e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -11474792.000000 Penalty: 5656.640137
	Iteration 41Q: 3 clusters Score -1.147479e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 71088 members 
Entering Unmasked Estep 
Score: -11475042.000000 Penalty: 5656.640137
	Iteration 42Q: 3 clusters Score -1.147504e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
Score: -11475331.000000 Penalty: 5656.640137
	Iteration 43Q: 3 clusters Score -1.147533e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
Score: -11475579.000000 Penalty: 5656.640137
	Iteration 44Q: 3 clusters Score -1.147558e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -11475925.000000 Penalty: 5656.640137
	Iteration 45Q: 3 clusters Score -1.147592e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -11476229.000000 Penalty: 5656.640137
	Iteration 46Q: 3 clusters Score -1.147623e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 75695 members 
Entering Unmasked Estep 
Score: -11476497.000000 Penalty: 5656.640137
	Iteration 47Q: 3 clusters Score -1.14765e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -11476684.000000 Penalty: 5656.640137
	Iteration 48Q: 3 clusters Score -1.147668e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 77306 members 
Entering Unmasked Estep 
Score: -11476909.000000 Penalty: 5656.640137
	Iteration 49Q: 3 clusters Score -1.147691e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 78018 members 
Entering Unmasked Estep 
Score: -11477180.000000 Penalty: 5656.640137
	Iteration 50Q: 3 clusters Score -1.147718e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 78711 members 
Entering Unmasked Estep 
Score: -11477316.000000 Penalty: 5656.640137
	Iteration 51Q: 3 clusters Score -1.147732e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -11477475.000000 Penalty: 5656.640137
	Iteration 52Q: 3 clusters Score -1.147748e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 79952 members 
Entering Unmasked Estep 
Score: -11477627.000000 Penalty: 5656.640137
	Iteration 53Q: 3 clusters Score -1.147763e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -11477788.000000 Penalty: 5656.640137
	Iteration 54Q: 3 clusters Score -1.147779e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 81020 members 
Entering Unmasked Estep 
Score: -11477921.000000 Penalty: 5656.640137
	Iteration 55Q: 3 clusters Score -1.147792e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -11478084.000000 Penalty: 5656.640137
	Iteration 56Q: 3 clusters Score -1.147808e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 81990 members 
Entering Unmasked Estep 
Score: -11478237.000000 Penalty: 5656.640137
	Iteration 57Q: 3 clusters Score -1.147824e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 82437 members 
Entering Unmasked Estep 
Score: -11478381.000000 Penalty: 5656.640137
	Iteration 58Q: 3 clusters Score -1.147838e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 82858 members 
Entering Unmasked Estep 
Score: -11478469.000000 Penalty: 5656.640137
	Iteration 59Q: 3 clusters Score -1.147847e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 83243 members 
Entering Unmasked Estep 
Score: -11478564.000000 Penalty: 5656.640137
	Iteration 60F: 3 clusters Score -1.147856e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 83613 members 
Entering Unmasked Estep 
Score: -11478662.000000 Penalty: 5656.640137
	Iteration 61Q: 3 clusters Score -1.147866e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -11478743.000000 Penalty: 5656.640137
	Iteration 62Q: 3 clusters Score -1.147874e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 84253 members 
Entering Unmasked Estep 
Score: -11478814.000000 Penalty: 5656.640137
	Iteration 63Q: 3 clusters Score -1.147881e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 84538 members 
Entering Unmasked Estep 
Score: -11478913.000000 Penalty: 5656.640137
	Iteration 64Q: 3 clusters Score -1.147891e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -11478960.000000 Penalty: 5656.640137
	Iteration 65Q: 3 clusters Score -1.147896e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 85060 members 
Entering Unmasked Estep 
Score: -11479049.000000 Penalty: 5656.640137
	Iteration 66Q: 3 clusters Score -1.147905e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 85287 members 
Entering Unmasked Estep 
Score: -11479116.000000 Penalty: 5656.640137
	Iteration 67Q: 3 clusters Score -1.147912e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 85513 members 
Entering Unmasked Estep 
Score: -11479163.000000 Penalty: 5656.640137
	Iteration 68Q: 3 clusters Score -1.147916e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 85713 members 
Entering Unmasked Estep 
Score: -11479226.000000 Penalty: 5656.640137
	Iteration 69Q: 3 clusters Score -1.147923e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 85892 members 
Entering Unmasked Estep 
Score: -11479251.000000 Penalty: 5656.640137
	Iteration 70Q: 3 clusters Score -1.147925e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 86064 members 
Entering Unmasked Estep 
Score: -11479301.000000 Penalty: 5656.640137
	Iteration 71Q: 3 clusters Score -1.14793e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -11479326.000000 Penalty: 5656.640137
	Iteration 72Q: 3 clusters Score -1.147933e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
Score: -11479369.000000 Penalty: 5656.640137
	Iteration 73Q: 3 clusters Score -1.147937e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -11479390.000000 Penalty: 5656.640137
	Iteration 74Q: 3 clusters Score -1.147939e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 86688 members 
Entering Unmasked Estep 
Score: -11479449.000000 Penalty: 5656.640137
	Iteration 75Q: 3 clusters Score -1.147945e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 86803 members 
Entering Unmasked Estep 
Score: -11479459.000000 Penalty: 5656.640137
	Iteration 76Q: 3 clusters Score -1.147946e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 86899 members 
Entering Unmasked Estep 
Score: -11479483.000000 Penalty: 5656.640137
	Iteration 77Q: 3 clusters Score -1.147948e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 86986 members 
Entering Unmasked Estep 
Score: -11479513.000000 Penalty: 5656.640137
	Iteration 78Q: 3 clusters Score -1.147951e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 87059 members 
Entering Unmasked Estep 
Score: -11479529.000000 Penalty: 5656.640137
	Iteration 79Q: 3 clusters Score -1.147953e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 87130 members 
Entering Unmasked Estep 
Score: -11479531.000000 Penalty: 5656.640137
	Iteration 80F: 3 clusters Score -1.147953e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 87200 members 
Entering Unmasked Estep 
Score: -11479557.000000 Penalty: 5656.640137
	Iteration 81Q: 3 clusters Score -1.147956e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -11479581.000000 Penalty: 5656.640137
	Iteration 82Q: 3 clusters Score -1.147958e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 87343 members 
Entering Unmasked Estep 
Score: -11479602.000000 Penalty: 5656.640137
	Iteration 83Q: 3 clusters Score -1.14796e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -11479593.000000 Penalty: 5656.640137
	Iteration 84Q: 3 clusters Score -1.147959e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 87449 members 
Entering Unmasked Estep 
Score: -11479591.000000 Penalty: 5656.640137
	Iteration 85Q: 3 clusters Score -1.147959e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 87489 members 
Entering Unmasked Estep 
Score: -11479602.000000 Penalty: 5656.640137
	Iteration 86Q: 3 clusters Score -1.14796e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -11479605.000000 Penalty: 5656.640137
	Iteration 87Q: 3 clusters Score -1.14796e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -11479615.000000 Penalty: 5656.640137
	Iteration 88Q: 3 clusters Score -1.147962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -11479634.000000 Penalty: 5656.640137
	Iteration 89Q: 3 clusters Score -1.147963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -11479616.000000 Penalty: 5656.640137
	Iteration 90Q: 3 clusters Score -1.147962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 87597 members 
Entering Unmasked Estep 
Score: -11479610.000000 Penalty: 5656.640137
	Iteration 91Q: 3 clusters Score -1.147961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 87613 members 
Entering Unmasked Estep 
Score: -11479625.000000 Penalty: 5656.640137
	Iteration 92Q: 3 clusters Score -1.147962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -11479637.000000 Penalty: 5656.640137
	Iteration 93Q: 3 clusters Score -1.147964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 87653 members 
Entering Unmasked Estep 
Score: -11479648.000000 Penalty: 5656.640137
	Iteration 94Q: 3 clusters Score -1.147965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 87668 members 
Entering Unmasked Estep 
Score: -11479646.000000 Penalty: 5656.640137
	Iteration 95Q: 3 clusters Score -1.147965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 87683 members 
Entering Unmasked Estep 
Score: -11479640.000000 Penalty: 5656.640137
	Iteration 96Q: 3 clusters Score -1.147964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 87699 members 
Entering Unmasked Estep 
Score: -11479646.000000 Penalty: 5656.640137
	Iteration 97Q: 3 clusters Score -1.147965e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 87719 members 
Entering Unmasked Estep 
Score: -11479651.000000 Penalty: 5656.640137
	Iteration 98Q: 3 clusters Score -1.147965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 87735 members 
Entering Unmasked Estep 
Score: -11479648.000000 Penalty: 5656.640137
	Iteration 99Q: 3 clusters Score -1.147965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 87757 members 
Entering Unmasked Estep 
Score: -11479669.000000 Penalty: 5656.640137
	Iteration 100F: 3 clusters Score -1.147967e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -11479656.000000 Penalty: 5656.640137
	Iteration 101Q: 3 clusters Score -1.147966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 87782 members 
Entering Unmasked Estep 
Score: -11479650.000000 Penalty: 5656.640137
	Iteration 102Q: 3 clusters Score -1.147965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 87790 members 
Entering Unmasked Estep 
Score: -11479668.000000 Penalty: 5656.640137
	Iteration 103Q: 3 clusters Score -1.147967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 87795 members 
Entering Unmasked Estep 
Score: -11479661.000000 Penalty: 5656.640137
	Iteration 104Q: 3 clusters Score -1.147966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 87805 members 
Entering Unmasked Estep 
Score: -11479658.000000 Penalty: 5656.640137
	Iteration 105Q: 3 clusters Score -1.147966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -11479674.000000 Penalty: 5656.640137
	Iteration 106Q: 3 clusters Score -1.147967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 87830 members 
Entering Unmasked Estep 
Score: -11479680.000000 Penalty: 5656.640137
	Iteration 107Q: 3 clusters Score -1.147968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 87841 members 
Entering Unmasked Estep 
Score: -11479685.000000 Penalty: 5656.640137
	Iteration 108Q: 3 clusters Score -1.147968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -11479680.000000 Penalty: 5656.640137
	Iteration 109Q: 3 clusters Score -1.147968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 87856 members 
Entering Unmasked Estep 
Score: -11479689.000000 Penalty: 5656.640137
	Iteration 110Q: 3 clusters Score -1.147969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 87862 members 
Entering Unmasked Estep 
Score: -11479693.000000 Penalty: 5656.640137
	Iteration 111Q: 3 clusters Score -1.147969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 87868 members 
Entering Unmasked Estep 
Score: -11479686.000000 Penalty: 5656.640137
	Iteration 112Q: 3 clusters Score -1.147969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -11479693.000000 Penalty: 5656.640137
	Iteration 113Q: 3 clusters Score -1.147969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 87871 members 
Entering Unmasked Estep 
Score: -11479687.000000 Penalty: 5656.640137
	Iteration 114Q: 3 clusters Score -1.147969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -11479676.000000 Penalty: 5656.640137
	Iteration 115Q: 3 clusters Score -1.147968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -11479676.000000 Penalty: 5656.640137
	Iteration 116F: 3 clusters Score -1.147968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (71628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Entering Unmasked Estep 
Score: -8873680.000000 Penalty: 2772.451904
	Iteration 0F: 2 clusters Score -8873680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -8825705.000000 Penalty: 5544.903809
	Iteration 0F: 3 clusters Score -8825705 nChanged 33470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -8844527.000000 Penalty: 5544.903809
	Iteration 1F: 3 clusters Score -8844527 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -8845242.000000 Penalty: 5544.903809
	Iteration 2Q: 3 clusters Score -8845242 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -8846078.000000 Penalty: 5544.903809
	Iteration 3Q: 3 clusters Score -8846078 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -8847098.000000 Penalty: 5544.903809
	Iteration 4Q: 3 clusters Score -8847098 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -8848369.000000 Penalty: 5544.903809
	Iteration 5Q: 3 clusters Score -8848369 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -8849922.000000 Penalty: 5544.903809
	Iteration 6F: 3 clusters Score -8849922 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -8851867.000000 Penalty: 5544.903809
	Iteration 7F: 3 clusters Score -8851867 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -8854043.000000 Penalty: 5544.903809
	Iteration 8F: 3 clusters Score -8854043 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -8856459.000000 Penalty: 5544.903809
	Iteration 9F: 3 clusters Score -8856459 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -8859154.000000 Penalty: 5544.903809
	Iteration 10F: 3 clusters Score -8859154 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -8862054.000000 Penalty: 5544.903809
	Iteration 11F: 3 clusters Score -8862054 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -8864862.000000 Penalty: 5544.903809
	Iteration 12F: 3 clusters Score -8864862 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -8867375.000000 Penalty: 5544.903809
	Iteration 13Q: 3 clusters Score -8867375 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68079 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -8869077.000000 Penalty: 5544.903809
	Iteration 14Q: 3 clusters Score -8869077 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69492 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8870091.000000 Penalty: 5544.903809
	Iteration 15Q: 3 clusters Score -8870091 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8870603.000000 Penalty: 5544.903809
	Iteration 16Q: 3 clusters Score -8870603 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8870909.000000 Penalty: 5544.903809
	Iteration 17Q: 3 clusters Score -8870909 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8871069.000000 Penalty: 5544.903809
	Iteration 18Q: 3 clusters Score -8871069 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8871128.000000 Penalty: 5544.903809
	Iteration 19Q: 3 clusters Score -8871128 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71066 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8871183.000000 Penalty: 5544.903809
	Iteration 20F: 3 clusters Score -8871183 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8871207.000000 Penalty: 5544.903809
	Iteration 21Q: 3 clusters Score -8871207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8871223.000000 Penalty: 5544.903809
	Iteration 22Q: 3 clusters Score -8871223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8871239.000000 Penalty: 5544.903809
	Iteration 23Q: 3 clusters Score -8871239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8871237.000000 Penalty: 5544.903809
	Iteration 24Q: 3 clusters Score -8871237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71154 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8871245.000000 Penalty: 5544.903809
	Iteration 25Q: 3 clusters Score -8871245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8871254.000000 Penalty: 5544.903809
	Iteration 26Q: 3 clusters Score -8871254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8871269.000000 Penalty: 5544.903809
	Iteration 27Q: 3 clusters Score -8871269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71181 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8871260.000000 Penalty: 5544.903809
	Iteration 28Q: 3 clusters Score -8871260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8871271.000000 Penalty: 5544.903809
	Iteration 29Q: 3 clusters Score -8871271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71192 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8871277.000000 Penalty: 5544.903809
	Iteration 30Q: 3 clusters Score -8871277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8871285.000000 Penalty: 5544.903809
	Iteration 31Q: 3 clusters Score -8871285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8871288.000000 Penalty: 5544.903809
	Iteration 32Q: 3 clusters Score -8871288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8871290.000000 Penalty: 5544.903809
	Iteration 33Q: 3 clusters Score -8871290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71207 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8871302.000000 Penalty: 5544.903809
	Iteration 34Q: 3 clusters Score -8871302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8871302.000000 Penalty: 5544.903809
	Iteration 35Q: 3 clusters Score -8871302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8871302.000000 Penalty: 5544.903809
	Iteration 36F: 3 clusters Score -8871302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78972 members 
Entering Unmasked Estep 
Score: -10002465.000000 Penalty: 2796.658447
	Iteration 0F: 2 clusters Score -1.000246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -9949824.000000 Penalty: 5593.316895
	Iteration 0F: 3 clusters Score -9949824 nChanged 37066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -9970423.000000 Penalty: 5593.316895
	Iteration 1F: 3 clusters Score -9970423 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -9971120.000000 Penalty: 5593.316895
	Iteration 2Q: 3 clusters Score -9971120 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -9971960.000000 Penalty: 5593.316895
	Iteration 3Q: 3 clusters Score -9971960 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -9973017.000000 Penalty: 5593.316895
	Iteration 4Q: 3 clusters Score -9973017 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -9974442.000000 Penalty: 5593.316895
	Iteration 5Q: 3 clusters Score -9974442 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -9976137.000000 Penalty: 5593.316895
	Iteration 6Q: 3 clusters Score -9976137 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -9977967.000000 Penalty: 5593.316895
	Iteration 7Q: 3 clusters Score -9977967 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -9980211.000000 Penalty: 5593.316895
	Iteration 8F: 3 clusters Score -9980211 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -9983112.000000 Penalty: 5593.316895
	Iteration 9F: 3 clusters Score -9983112 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -9986918.000000 Penalty: 5593.316895
	Iteration 10F: 3 clusters Score -9986918 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -9990928.000000 Penalty: 5593.316895
	Iteration 11F: 3 clusters Score -9990928 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -9993533.000000 Penalty: 5593.316895
	Iteration 12F: 3 clusters Score -9993533 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -9994917.000000 Penalty: 5593.316895
	Iteration 13Q: 3 clusters Score -9994917 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -9995802.000000 Penalty: 5593.316895
	Iteration 14Q: 3 clusters Score -9995802 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -9996311.000000 Penalty: 5593.316895
	Iteration 15Q: 3 clusters Score -9996311 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -9996614.000000 Penalty: 5593.316895
	Iteration 16Q: 3 clusters Score -9996614 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -9996859.000000 Penalty: 5593.316895
	Iteration 17Q: 3 clusters Score -9996859 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -9997054.000000 Penalty: 5593.316895
	Iteration 18Q: 3 clusters Score -9997054 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -9997112.000000 Penalty: 5593.316895
	Iteration 19Q: 3 clusters Score -9997112 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -9997197.000000 Penalty: 5593.316895
	Iteration 20F: 3 clusters Score -9997197 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -9997269.000000 Penalty: 5593.316895
	Iteration 21Q: 3 clusters Score -9997269 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -9997305.000000 Penalty: 5593.316895
	Iteration 22Q: 3 clusters Score -9997305 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -9997377.000000 Penalty: 5593.316895
	Iteration 23Q: 3 clusters Score -9997377 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -9997424.000000 Penalty: 5593.316895
	Iteration 24Q: 3 clusters Score -9997424 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -9997454.000000 Penalty: 5593.316895
	Iteration 25Q: 3 clusters Score -9997454 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -9997536.000000 Penalty: 5593.316895
	Iteration 26Q: 3 clusters Score -9997536 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -9997570.000000 Penalty: 5593.316895
	Iteration 27Q: 3 clusters Score -9997570 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -9997624.000000 Penalty: 5593.316895
	Iteration 28Q: 3 clusters Score -9997624 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -9997676.000000 Penalty: 5593.316895
	Iteration 29Q: 3 clusters Score -9997676 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -9997731.000000 Penalty: 5593.316895
	Iteration 30Q: 3 clusters Score -9997731 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -9997761.000000 Penalty: 5593.316895
	Iteration 31Q: 3 clusters Score -9997761 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -9997863.000000 Penalty: 5593.316895
	Iteration 32Q: 3 clusters Score -9997863 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -9997892.000000 Penalty: 5593.316895
	Iteration 33Q: 3 clusters Score -9997892 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -9997917.000000 Penalty: 5593.316895
	Iteration 34Q: 3 clusters Score -9997917 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -9997954.000000 Penalty: 5593.316895
	Iteration 35Q: 3 clusters Score -9997954 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -9997977.000000 Penalty: 5593.316895
	Iteration 36Q: 3 clusters Score -9997977 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -9997979.000000 Penalty: 5593.316895
	Iteration 37Q: 3 clusters Score -9997979 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -9998018.000000 Penalty: 5593.316895
	Iteration 38Q: 3 clusters Score -9998018 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -9998007.000000 Penalty: 5593.316895
	Iteration 39Q: 3 clusters Score -9998007 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -9998021.000000 Penalty: 5593.316895
	Iteration 40F: 3 clusters Score -9998021 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -9998030.000000 Penalty: 5593.316895
	Iteration 41Q: 3 clusters Score -9998030 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -9998084.000000 Penalty: 5593.316895
	Iteration 42Q: 3 clusters Score -9998084 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -9998061.000000 Penalty: 5593.316895
	Iteration 43Q: 3 clusters Score -9998061 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -9998061.000000 Penalty: 5593.316895
	Iteration 44Q: 3 clusters Score -9998061 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -9998068.000000 Penalty: 5593.316895
	Iteration 45Q: 3 clusters Score -9998068 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -9998066.000000 Penalty: 5593.316895
	Iteration 46Q: 3 clusters Score -9998066 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -9998093.000000 Penalty: 5593.316895
	Iteration 47Q: 3 clusters Score -9998093 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -9998134.000000 Penalty: 5593.316895
	Iteration 48Q: 3 clusters Score -9998134 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -9998129.000000 Penalty: 5593.316895
	Iteration 49Q: 3 clusters Score -9998129 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -9998152.000000 Penalty: 5593.316895
	Iteration 50Q: 3 clusters Score -9998152 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -9998174.000000 Penalty: 5593.316895
	Iteration 51Q: 3 clusters Score -9998174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -9998184.000000 Penalty: 5593.316895
	Iteration 52Q: 3 clusters Score -9998184 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -9998161.000000 Penalty: 5593.316895
	Iteration 53Q: 3 clusters Score -9998161 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -9998168.000000 Penalty: 5593.316895
	Iteration 54Q: 3 clusters Score -9998168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -9998183.000000 Penalty: 5593.316895
	Iteration 55Q: 3 clusters Score -9998183 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -9998193.000000 Penalty: 5593.316895
	Iteration 56Q: 3 clusters Score -9998193 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -9998198.000000 Penalty: 5593.316895
	Iteration 57Q: 3 clusters Score -9998198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -9998196.000000 Penalty: 5593.316895
	Iteration 58Q: 3 clusters Score -9998196 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -9998224.000000 Penalty: 5593.316895
	Iteration 59Q: 3 clusters Score -9998224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -9998227.000000 Penalty: 5593.316895
	Iteration 60F: 3 clusters Score -9998227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -9998215.000000 Penalty: 5593.316895
	Iteration 61Q: 3 clusters Score -9998215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -9998209.000000 Penalty: 5593.316895
	Iteration 62Q: 3 clusters Score -9998209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -9998190.000000 Penalty: 5593.316895
	Iteration 63Q: 3 clusters Score -9998190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -9998199.000000 Penalty: 5593.316895
	Iteration 64Q: 3 clusters Score -9998199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -9998180.000000 Penalty: 5593.316895
	Iteration 65Q: 3 clusters Score -9998180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -9998178.000000 Penalty: 5593.316895
	Iteration 66Q: 3 clusters Score -9998178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -9998174.000000 Penalty: 5593.316895
	Iteration 67Q: 3 clusters Score -9998174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -9998175.000000 Penalty: 5593.316895
	Iteration 68Q: 3 clusters Score -9998175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -9998169.000000 Penalty: 5593.316895
	Iteration 69Q: 3 clusters Score -9998169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -9998168.000000 Penalty: 5593.316895
	Iteration 70Q: 3 clusters Score -9998168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -9998167.000000 Penalty: 5593.316895
	Iteration 71Q: 3 clusters Score -9998167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -9998168.000000 Penalty: 5593.316895
	Iteration 72Q: 3 clusters Score -9998168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -9998161.000000 Penalty: 5593.316895
	Iteration 73Q: 3 clusters Score -9998161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -9998152.000000 Penalty: 5593.316895
	Iteration 74Q: 3 clusters Score -9998152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -9998169.000000 Penalty: 5593.316895
	Iteration 75Q: 3 clusters Score -9998169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -9998162.000000 Penalty: 5593.316895
	Iteration 76Q: 3 clusters Score -9998162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -9998163.000000 Penalty: 5593.316895
	Iteration 77Q: 3 clusters Score -9998163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -9998180.000000 Penalty: 5593.316895
	Iteration 78Q: 3 clusters Score -9998180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -9998177.000000 Penalty: 5593.316895
	Iteration 79Q: 3 clusters Score -9998177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -9998174.000000 Penalty: 5593.316895
	Iteration 80F: 3 clusters Score -9998174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -9998180.000000 Penalty: 5593.316895
	Iteration 81Q: 3 clusters Score -9998180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -9998177.000000 Penalty: 5593.316895
	Iteration 82Q: 3 clusters Score -9998177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -9998172.000000 Penalty: 5593.316895
	Iteration 83Q: 3 clusters Score -9998172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -9998179.000000 Penalty: 5593.316895
	Iteration 84Q: 3 clusters Score -9998179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 55003 members 
Entering Unmasked Estep 
Score: -9998171.000000 Penalty: 5593.316895
	Iteration 85Q: 3 clusters Score -9998171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -9998174.000000 Penalty: 5593.316895
	Iteration 86Q: 3 clusters Score -9998174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -9998190.000000 Penalty: 5593.316895
	Iteration 87Q: 3 clusters Score -9998190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -9998181.000000 Penalty: 5593.316895
	Iteration 88Q: 3 clusters Score -9998181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -9998180.000000 Penalty: 5593.316895
	Iteration 89Q: 3 clusters Score -9998180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -9998181.000000 Penalty: 5593.316895
	Iteration 90Q: 3 clusters Score -9998181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -9998185.000000 Penalty: 5593.316895
	Iteration 91Q: 3 clusters Score -9998185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -9998178.000000 Penalty: 5593.316895
	Iteration 92Q: 3 clusters Score -9998178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -9998169.000000 Penalty: 5593.316895
	Iteration 93Q: 3 clusters Score -9998169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -9998167.000000 Penalty: 5593.316895
	Iteration 94Q: 3 clusters Score -9998167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -9998174.000000 Penalty: 5593.316895
	Iteration 95Q: 3 clusters Score -9998174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -9998168.000000 Penalty: 5593.316895
	Iteration 96Q: 3 clusters Score -9998168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -9998182.000000 Penalty: 5593.316895
	Iteration 97Q: 3 clusters Score -9998182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -9998189.000000 Penalty: 5593.316895
	Iteration 98Q: 3 clusters Score -9998189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -9998200.000000 Penalty: 5593.316895
	Iteration 99Q: 3 clusters Score -9998200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -9998186.000000 Penalty: 5593.316895
	Iteration 100F: 3 clusters Score -9998186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -9998185.000000 Penalty: 5593.316895
	Iteration 101Q: 3 clusters Score -9998185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -9998185.000000 Penalty: 5593.316895
	Iteration 102Q: 3 clusters Score -9998185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -9998194.000000 Penalty: 5593.316895
	Iteration 103Q: 3 clusters Score -9998194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -9998203.000000 Penalty: 5593.316895
	Iteration 104Q: 3 clusters Score -9998203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -9998201.000000 Penalty: 5593.316895
	Iteration 105Q: 3 clusters Score -9998201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -9998195.000000 Penalty: 5593.316895
	Iteration 106Q: 3 clusters Score -9998195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -9998200.000000 Penalty: 5593.316895
	Iteration 107Q: 3 clusters Score -9998200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -9998209.000000 Penalty: 5593.316895
	Iteration 108Q: 3 clusters Score -9998209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -9998211.000000 Penalty: 5593.316895
	Iteration 109Q: 3 clusters Score -9998211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -9998210.000000 Penalty: 5593.316895
	Iteration 110Q: 3 clusters Score -9998210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -9998215.000000 Penalty: 5593.316895
	Iteration 111Q: 3 clusters Score -9998215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -9998215.000000 Penalty: 5593.316895
	Iteration 112F: 3 clusters Score -9998215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -136393.796875 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -136393.8 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 658 members 
Entering Unmasked Estep 
Score: -134367.375000 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -134367.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -135144.453125 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -135144.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -135656.781250 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -135656.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -136164.484375 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -136164.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -136462.984375 Penalty: 3552.164551
	Iteration 4F: 3 clusters Score -136463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -136667.343750 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -136667.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -136818.406250 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -136818.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -136885.578125 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -136885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -136891.250000 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -136891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -136894.734375 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -136894.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -136897.031250 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -136897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -136897.031250 Penalty: 3552.164551
	Iteration 11F: 3 clusters Score -136897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144867 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 153823 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 17979 members 
Mstep: Class 6 contains 17542 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 8941 members 
Mstep: Class 10 contains 155001 members 
Mstep: Class 11 contains 89726 members 
Mstep: Class 12 contains 71628 members 
Mstep: Class 13 contains 78972 members 
Mstep: Class 14 contains 705 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 153834 members 
Mstep: Class 17 contains 143718 members 
Mstep: Class 18 contains 150766 members 
Mstep: Class 19 contains 88011 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 584 members 
Entering Unmasked Estep 
Score: -161322528.000000 Penalty: 76770.804688
Splitting cluster 14 changes total score from -161323104.000000 to -161322528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -43359.222656 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -43359.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41955.683594 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -41955.68 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42360.375000 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -42360.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42604.605469 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -42604.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42709.882812 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -42709.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42874.199219 Penalty: 3031.287842
	Iteration 4F: 3 clusters Score -42874.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42943.937500 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -42943.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42984.523438 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -42984.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43017.820312 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -43017.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43032.464844 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -43032.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43059.011719 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -43059.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43088.898438 Penalty: 3031.287842
	Iteration 10Q: 3 clusters Score -43088.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43277.179688 Penalty: 3031.287842
	Iteration 11Q: 3 clusters Score -43277.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43688.464844 Penalty: 3031.287842
	Iteration 12Q: 3 clusters Score -43688.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43697.601562 Penalty: 3031.287842
	Iteration 13Q: 3 clusters Score -43697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43704.449219 Penalty: 3031.287842
	Iteration 14F: 3 clusters Score -43704.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43735.968750 Penalty: 3031.287842
	Iteration 15Q: 3 clusters Score -43735.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43753.230469 Penalty: 3031.287842
	Iteration 16Q: 3 clusters Score -43753.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43791.078125 Penalty: 3031.287842
	Iteration 17Q: 3 clusters Score -43791.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43812.687500 Penalty: 3031.287842
	Iteration 18Q: 3 clusters Score -43812.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43859.042969 Penalty: 3031.287842
	Iteration 19Q: 3 clusters Score -43859.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43886.238281 Penalty: 3031.287842
	Iteration 20F: 3 clusters Score -43886.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43949.937500 Penalty: 3031.287842
	Iteration 21Q: 3 clusters Score -43949.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43949.937500 Penalty: 3031.287842
	Iteration 22F: 3 clusters Score -43949.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144867 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 153823 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 17979 members 
Mstep: Class 6 contains 17542 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 8941 members 
Mstep: Class 10 contains 155001 members 
Mstep: Class 11 contains 89726 members 
Mstep: Class 12 contains 71628 members 
Mstep: Class 13 contains 78972 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 266 members 
Mstep: Class 16 contains 153834 members 
Mstep: Class 17 contains 143718 members 
Mstep: Class 18 contains 150766 members 
Mstep: Class 19 contains 88011 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 185 members 
Entering Unmasked Estep 
Score: -161322256.000000 Penalty: 76770.804688
Splitting cluster 15 changes total score from -161323104.000000 to -161322256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (153834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153834 members 
Entering Unmasked Estep 
Score: -19532610.000000 Penalty: 2962.020020
	Iteration 0F: 2 clusters Score -1.953261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 76969 members 
Entering Unmasked Estep 
Score: -19430950.000000 Penalty: 5924.040039
	Iteration 0F: 3 clusters Score -1.943095e+07 nChanged 73753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 77118 members 
Entering Unmasked Estep 
Score: -19473428.000000 Penalty: 5924.040039
	Iteration 1F: 3 clusters Score -1.947343e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76572 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -19474550.000000 Penalty: 5924.040039
	Iteration 2Q: 3 clusters Score -1.947455e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -19476394.000000 Penalty: 5924.040039
	Iteration 3Q: 3 clusters Score -1.947639e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76804 members 
Mstep: Class 2 contains 77030 members 
Entering Unmasked Estep 
Score: -19479332.000000 Penalty: 5924.040039
	Iteration 4Q: 3 clusters Score -1.947933e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77504 members 
Mstep: Class 2 contains 76330 members 
Entering Unmasked Estep 
Score: -19484114.000000 Penalty: 5924.040039
	Iteration 5Q: 3 clusters Score -1.948411e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79209 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
Score: -19491314.000000 Penalty: 5924.040039
	Iteration 6F: 3 clusters Score -1.949131e+07 nChanged 11305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -19500476.000000 Penalty: 5924.040039
	Iteration 7F: 3 clusters Score -1.950048e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85704 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -19508956.000000 Penalty: 5924.040039
	Iteration 8F: 3 clusters Score -1.950896e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 64946 members 
Entering Unmasked Estep 
Score: -19514026.000000 Penalty: 5924.040039
	Iteration 9F: 3 clusters Score -1.951403e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91692 members 
Mstep: Class 2 contains 62142 members 
Entering Unmasked Estep 
Score: -19516372.000000 Penalty: 5924.040039
	Iteration 10Q: 3 clusters Score -1.951637e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94336 members 
Mstep: Class 2 contains 59498 members 
Entering Unmasked Estep 
Score: -19517930.000000 Penalty: 5924.040039
	Iteration 11Q: 3 clusters Score -1.951793e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -19519256.000000 Penalty: 5924.040039
	Iteration 12Q: 3 clusters Score -1.951926e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99824 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -19520642.000000 Penalty: 5924.040039
	Iteration 13Q: 3 clusters Score -1.952064e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102528 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -19521822.000000 Penalty: 5924.040039
	Iteration 14Q: 3 clusters Score -1.952182e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105157 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -19523022.000000 Penalty: 5924.040039
	Iteration 15Q: 3 clusters Score -1.952302e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107766 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -19523922.000000 Penalty: 5924.040039
	Iteration 16Q: 3 clusters Score -1.952392e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110215 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -19524934.000000 Penalty: 5924.040039
	Iteration 17Q: 3 clusters Score -1.952493e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112520 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -19525800.000000 Penalty: 5924.040039
	Iteration 18Q: 3 clusters Score -1.95258e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114730 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -19526486.000000 Penalty: 5924.040039
	Iteration 19Q: 3 clusters Score -1.952649e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116800 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -19527030.000000 Penalty: 5924.040039
	Iteration 20F: 3 clusters Score -1.952703e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118811 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -19527498.000000 Penalty: 5924.040039
	Iteration 21Q: 3 clusters Score -1.95275e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120835 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -19528030.000000 Penalty: 5924.040039
	Iteration 22Q: 3 clusters Score -1.952803e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122665 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -19528490.000000 Penalty: 5924.040039
	Iteration 23Q: 3 clusters Score -1.952849e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124337 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -19528912.000000 Penalty: 5924.040039
	Iteration 24Q: 3 clusters Score -1.952891e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125867 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -19529284.000000 Penalty: 5924.040039
	Iteration 25Q: 3 clusters Score -1.952928e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127353 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -19529602.000000 Penalty: 5924.040039
	Iteration 26Q: 3 clusters Score -1.95296e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128777 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -19529912.000000 Penalty: 5924.040039
	Iteration 27Q: 3 clusters Score -1.952991e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130151 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -19530244.000000 Penalty: 5924.040039
	Iteration 28Q: 3 clusters Score -1.953024e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131504 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -19530600.000000 Penalty: 5924.040039
	Iteration 29Q: 3 clusters Score -1.95306e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132790 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -19530912.000000 Penalty: 5924.040039
	Iteration 30Q: 3 clusters Score -1.953091e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134033 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -19531188.000000 Penalty: 5924.040039
	Iteration 31Q: 3 clusters Score -1.953119e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135174 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -19531408.000000 Penalty: 5924.040039
	Iteration 32Q: 3 clusters Score -1.953141e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136242 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -19531630.000000 Penalty: 5924.040039
	Iteration 33Q: 3 clusters Score -1.953163e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137222 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -19531846.000000 Penalty: 5924.040039
	Iteration 34Q: 3 clusters Score -1.953185e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138110 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -19532004.000000 Penalty: 5924.040039
	Iteration 35Q: 3 clusters Score -1.9532e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138888 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -19532210.000000 Penalty: 5924.040039
	Iteration 36Q: 3 clusters Score -1.953221e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139617 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -19532384.000000 Penalty: 5924.040039
	Iteration 37Q: 3 clusters Score -1.953238e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140296 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -19532532.000000 Penalty: 5924.040039
	Iteration 38Q: 3 clusters Score -1.953253e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140926 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -19532620.000000 Penalty: 5924.040039
	Iteration 39Q: 3 clusters Score -1.953262e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141475 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -19532630.000000 Penalty: 5924.040039
	Iteration 40F: 3 clusters Score -1.953263e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141960 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -19532730.000000 Penalty: 5924.040039
	Iteration 41Q: 3 clusters Score -1.953273e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142413 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -19532784.000000 Penalty: 5924.040039
	Iteration 42Q: 3 clusters Score -1.953278e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142829 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -19532788.000000 Penalty: 5924.040039
	Iteration 43Q: 3 clusters Score -1.953279e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143220 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -19532822.000000 Penalty: 5924.040039
	Iteration 44Q: 3 clusters Score -1.953282e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143621 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -19532870.000000 Penalty: 5924.040039
	Iteration 45Q: 3 clusters Score -1.953287e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144009 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -19532868.000000 Penalty: 5924.040039
	Iteration 46Q: 3 clusters Score -1.953287e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144386 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -19532892.000000 Penalty: 5924.040039
	Iteration 47Q: 3 clusters Score -1.953289e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144705 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -19532956.000000 Penalty: 5924.040039
	Iteration 48Q: 3 clusters Score -1.953296e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145026 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -19532998.000000 Penalty: 5924.040039
	Iteration 49Q: 3 clusters Score -1.9533e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145353 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -19533046.000000 Penalty: 5924.040039
	Iteration 50Q: 3 clusters Score -1.953305e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145643 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -19533098.000000 Penalty: 5924.040039
	Iteration 51Q: 3 clusters Score -1.95331e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145912 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -19533088.000000 Penalty: 5924.040039
	Iteration 52Q: 3 clusters Score -1.953309e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146144 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -19533040.000000 Penalty: 5924.040039
	Iteration 53Q: 3 clusters Score -1.953304e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146355 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -19533014.000000 Penalty: 5924.040039
	Iteration 54Q: 3 clusters Score -1.953301e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146548 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -19532982.000000 Penalty: 5924.040039
	Iteration 55Q: 3 clusters Score -1.953298e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146729 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -19533000.000000 Penalty: 5924.040039
	Iteration 56Q: 3 clusters Score -1.9533e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146897 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -19532992.000000 Penalty: 5924.040039
	Iteration 57Q: 3 clusters Score -1.953299e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147054 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -19532960.000000 Penalty: 5924.040039
	Iteration 58Q: 3 clusters Score -1.953296e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147202 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -19532952.000000 Penalty: 5924.040039
	Iteration 59Q: 3 clusters Score -1.953295e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147344 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -19532936.000000 Penalty: 5924.040039
	Iteration 60F: 3 clusters Score -1.953294e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147460 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -19532916.000000 Penalty: 5924.040039
	Iteration 61Q: 3 clusters Score -1.953292e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147555 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -19532884.000000 Penalty: 5924.040039
	Iteration 62Q: 3 clusters Score -1.953288e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147637 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -19532856.000000 Penalty: 5924.040039
	Iteration 63Q: 3 clusters Score -1.953286e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147698 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -19532838.000000 Penalty: 5924.040039
	Iteration 64Q: 3 clusters Score -1.953284e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147765 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -19532808.000000 Penalty: 5924.040039
	Iteration 65Q: 3 clusters Score -1.953281e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147834 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -19532800.000000 Penalty: 5924.040039
	Iteration 66Q: 3 clusters Score -1.95328e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147910 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -19532816.000000 Penalty: 5924.040039
	Iteration 67Q: 3 clusters Score -1.953282e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147998 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -19532772.000000 Penalty: 5924.040039
	Iteration 68Q: 3 clusters Score -1.953277e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148083 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -19532756.000000 Penalty: 5924.040039
	Iteration 69Q: 3 clusters Score -1.953276e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148163 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -19532762.000000 Penalty: 5924.040039
	Iteration 70Q: 3 clusters Score -1.953276e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148246 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -19532734.000000 Penalty: 5924.040039
	Iteration 71Q: 3 clusters Score -1.953273e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148321 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -19532738.000000 Penalty: 5924.040039
	Iteration 72Q: 3 clusters Score -1.953274e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148390 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -19532712.000000 Penalty: 5924.040039
	Iteration 73Q: 3 clusters Score -1.953271e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148446 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -19532698.000000 Penalty: 5924.040039
	Iteration 74Q: 3 clusters Score -1.95327e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148494 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -19532680.000000 Penalty: 5924.040039
	Iteration 75Q: 3 clusters Score -1.953268e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148533 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -19532680.000000 Penalty: 5924.040039
	Iteration 76Q: 3 clusters Score -1.953268e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148562 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -19532696.000000 Penalty: 5924.040039
	Iteration 77Q: 3 clusters Score -1.95327e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148584 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -19532696.000000 Penalty: 5924.040039
	Iteration 78Q: 3 clusters Score -1.95327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148599 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -19532688.000000 Penalty: 5924.040039
	Iteration 79Q: 3 clusters Score -1.953269e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148613 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -19532684.000000 Penalty: 5924.040039
	Iteration 80F: 3 clusters Score -1.953268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148629 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -19532672.000000 Penalty: 5924.040039
	Iteration 81Q: 3 clusters Score -1.953267e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148653 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -19532686.000000 Penalty: 5924.040039
	Iteration 82Q: 3 clusters Score -1.953269e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148681 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -19532660.000000 Penalty: 5924.040039
	Iteration 83Q: 3 clusters Score -1.953266e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148707 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -19532664.000000 Penalty: 5924.040039
	Iteration 84Q: 3 clusters Score -1.953266e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148736 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -19532636.000000 Penalty: 5924.040039
	Iteration 85Q: 3 clusters Score -1.953264e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148762 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -19532638.000000 Penalty: 5924.040039
	Iteration 86Q: 3 clusters Score -1.953264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148781 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -19532622.000000 Penalty: 5924.040039
	Iteration 87Q: 3 clusters Score -1.953262e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148798 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -19532638.000000 Penalty: 5924.040039
	Iteration 88Q: 3 clusters Score -1.953264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148812 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -19532622.000000 Penalty: 5924.040039
	Iteration 89Q: 3 clusters Score -1.953262e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148834 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -19532608.000000 Penalty: 5924.040039
	Iteration 90Q: 3 clusters Score -1.953261e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148859 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -19532590.000000 Penalty: 5924.040039
	Iteration 91Q: 3 clusters Score -1.953259e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148881 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -19532594.000000 Penalty: 5924.040039
	Iteration 92Q: 3 clusters Score -1.953259e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148904 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -19532580.000000 Penalty: 5924.040039
	Iteration 93Q: 3 clusters Score -1.953258e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148936 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -19532574.000000 Penalty: 5924.040039
	Iteration 94Q: 3 clusters Score -1.953257e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148971 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -19532588.000000 Penalty: 5924.040039
	Iteration 95Q: 3 clusters Score -1.953259e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149003 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -19532580.000000 Penalty: 5924.040039
	Iteration 96Q: 3 clusters Score -1.953258e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149031 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -19532590.000000 Penalty: 5924.040039
	Iteration 97Q: 3 clusters Score -1.953259e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149055 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -19532574.000000 Penalty: 5924.040039
	Iteration 98Q: 3 clusters Score -1.953257e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149084 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -19532558.000000 Penalty: 5924.040039
	Iteration 99Q: 3 clusters Score -1.953256e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149114 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -19532550.000000 Penalty: 5924.040039
	Iteration 100F: 3 clusters Score -1.953255e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149133 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -19532514.000000 Penalty: 5924.040039
	Iteration 101Q: 3 clusters Score -1.953251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149148 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -19532522.000000 Penalty: 5924.040039
	Iteration 102Q: 3 clusters Score -1.953252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149163 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -19532514.000000 Penalty: 5924.040039
	Iteration 103Q: 3 clusters Score -1.953251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149178 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -19532532.000000 Penalty: 5924.040039
	Iteration 104Q: 3 clusters Score -1.953253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149197 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -19532516.000000 Penalty: 5924.040039
	Iteration 105Q: 3 clusters Score -1.953252e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149219 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -19532516.000000 Penalty: 5924.040039
	Iteration 106Q: 3 clusters Score -1.953252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149233 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -19532532.000000 Penalty: 5924.040039
	Iteration 107Q: 3 clusters Score -1.953253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149248 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -19532526.000000 Penalty: 5924.040039
	Iteration 108Q: 3 clusters Score -1.953253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149256 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -19532532.000000 Penalty: 5924.040039
	Iteration 109Q: 3 clusters Score -1.953253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149263 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -19532516.000000 Penalty: 5924.040039
	Iteration 110Q: 3 clusters Score -1.953252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149279 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -19532504.000000 Penalty: 5924.040039
	Iteration 111Q: 3 clusters Score -1.95325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149284 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -19532498.000000 Penalty: 5924.040039
	Iteration 112Q: 3 clusters Score -1.95325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149289 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -19532492.000000 Penalty: 5924.040039
	Iteration 113Q: 3 clusters Score -1.953249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149294 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -19532502.000000 Penalty: 5924.040039
	Iteration 114Q: 3 clusters Score -1.95325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149299 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -19532508.000000 Penalty: 5924.040039
	Iteration 115Q: 3 clusters Score -1.953251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149305 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -19532492.000000 Penalty: 5924.040039
	Iteration 116Q: 3 clusters Score -1.953249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149308 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -19532496.000000 Penalty: 5924.040039
	Iteration 117Q: 3 clusters Score -1.95325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149311 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -19532494.000000 Penalty: 5924.040039
	Iteration 118Q: 3 clusters Score -1.953249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149313 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -19532504.000000 Penalty: 5924.040039
	Iteration 119Q: 3 clusters Score -1.95325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149315 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -19532516.000000 Penalty: 5924.040039
	Iteration 120F: 3 clusters Score -1.953252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149318 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -19532522.000000 Penalty: 5924.040039
	Iteration 121Q: 3 clusters Score -1.953252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149320 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -19532508.000000 Penalty: 5924.040039
	Iteration 122Q: 3 clusters Score -1.953251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149323 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -19532504.000000 Penalty: 5924.040039
	Iteration 123Q: 3 clusters Score -1.95325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149323 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -19532504.000000 Penalty: 5924.040039
	Iteration 124F: 3 clusters Score -1.95325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (143718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143718 members 
Entering Unmasked Estep 
Score: -18363370.000000 Penalty: 2945.150879
	Iteration 0F: 2 clusters Score -1.836337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 71664 members 
Entering Unmasked Estep 
Score: -18269508.000000 Penalty: 5890.301758
	Iteration 0F: 3 clusters Score -1.826951e+07 nChanged 68561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -18309060.000000 Penalty: 5890.301758
	Iteration 1F: 3 clusters Score -1.830906e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75291 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -18310100.000000 Penalty: 5890.301758
	Iteration 2Q: 3 clusters Score -1.83101e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77516 members 
Mstep: Class 2 contains 66202 members 
Entering Unmasked Estep 
Score: -18311582.000000 Penalty: 5890.301758
	Iteration 3Q: 3 clusters Score -1.831158e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -18313748.000000 Penalty: 5890.301758
	Iteration 4Q: 3 clusters Score -1.831375e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86041 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -18317576.000000 Penalty: 5890.301758
	Iteration 5F: 3 clusters Score -1.831758e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -18323834.000000 Penalty: 5890.301758
	Iteration 6F: 3 clusters Score -1.832383e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101298 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -18332460.000000 Penalty: 5890.301758
	Iteration 7F: 3 clusters Score -1.833246e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108524 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -18341420.000000 Penalty: 5890.301758
	Iteration 8F: 3 clusters Score -1.834142e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113203 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -18347768.000000 Penalty: 5890.301758
	Iteration 9F: 3 clusters Score -1.834777e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115827 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -18351070.000000 Penalty: 5890.301758
	Iteration 10Q: 3 clusters Score -1.835107e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117376 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -18352650.000000 Penalty: 5890.301758
	Iteration 11Q: 3 clusters Score -1.835265e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118583 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -18353502.000000 Penalty: 5890.301758
	Iteration 12Q: 3 clusters Score -1.83535e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119552 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -18354108.000000 Penalty: 5890.301758
	Iteration 13Q: 3 clusters Score -1.835411e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120313 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -18354606.000000 Penalty: 5890.301758
	Iteration 14Q: 3 clusters Score -1.835461e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120971 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -18354942.000000 Penalty: 5890.301758
	Iteration 15Q: 3 clusters Score -1.835494e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121534 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -18355338.000000 Penalty: 5890.301758
	Iteration 16Q: 3 clusters Score -1.835534e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122014 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -18355650.000000 Penalty: 5890.301758
	Iteration 17Q: 3 clusters Score -1.835565e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122455 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -18355878.000000 Penalty: 5890.301758
	Iteration 18Q: 3 clusters Score -1.835588e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122836 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -18356004.000000 Penalty: 5890.301758
	Iteration 19Q: 3 clusters Score -1.8356e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123176 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -18356090.000000 Penalty: 5890.301758
	Iteration 20F: 3 clusters Score -1.835609e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123482 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -18356246.000000 Penalty: 5890.301758
	Iteration 21Q: 3 clusters Score -1.835625e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123810 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -18356312.000000 Penalty: 5890.301758
	Iteration 22Q: 3 clusters Score -1.835631e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124058 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -18356346.000000 Penalty: 5890.301758
	Iteration 23Q: 3 clusters Score -1.835635e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124317 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -18356366.000000 Penalty: 5890.301758
	Iteration 24Q: 3 clusters Score -1.835637e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124564 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -18356414.000000 Penalty: 5890.301758
	Iteration 25Q: 3 clusters Score -1.835641e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124788 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -18356420.000000 Penalty: 5890.301758
	Iteration 26Q: 3 clusters Score -1.835642e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125037 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -18356450.000000 Penalty: 5890.301758
	Iteration 27Q: 3 clusters Score -1.835645e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125283 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -18356512.000000 Penalty: 5890.301758
	Iteration 28Q: 3 clusters Score -1.835651e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125512 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -18356550.000000 Penalty: 5890.301758
	Iteration 29Q: 3 clusters Score -1.835655e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125744 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -18356582.000000 Penalty: 5890.301758
	Iteration 30Q: 3 clusters Score -1.835658e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126002 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -18356632.000000 Penalty: 5890.301758
	Iteration 31Q: 3 clusters Score -1.835663e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126256 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -18356664.000000 Penalty: 5890.301758
	Iteration 32Q: 3 clusters Score -1.835666e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126484 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -18356674.000000 Penalty: 5890.301758
	Iteration 33Q: 3 clusters Score -1.835667e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126714 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -18356672.000000 Penalty: 5890.301758
	Iteration 34Q: 3 clusters Score -1.835667e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126953 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -18356710.000000 Penalty: 5890.301758
	Iteration 35Q: 3 clusters Score -1.835671e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127178 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -18356758.000000 Penalty: 5890.301758
	Iteration 36Q: 3 clusters Score -1.835676e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127401 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -18356812.000000 Penalty: 5890.301758
	Iteration 37Q: 3 clusters Score -1.835681e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127622 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -18356846.000000 Penalty: 5890.301758
	Iteration 38Q: 3 clusters Score -1.835685e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127851 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -18356886.000000 Penalty: 5890.301758
	Iteration 39Q: 3 clusters Score -1.835689e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128085 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -18356934.000000 Penalty: 5890.301758
	Iteration 40F: 3 clusters Score -1.835693e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128318 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -18356956.000000 Penalty: 5890.301758
	Iteration 41Q: 3 clusters Score -1.835696e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128560 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -18357016.000000 Penalty: 5890.301758
	Iteration 42Q: 3 clusters Score -1.835702e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128827 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -18357060.000000 Penalty: 5890.301758
	Iteration 43Q: 3 clusters Score -1.835706e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129121 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -18357120.000000 Penalty: 5890.301758
	Iteration 44Q: 3 clusters Score -1.835712e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129432 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -18357120.000000 Penalty: 5890.301758
	Iteration 45Q: 3 clusters Score -1.835712e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129745 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -18357214.000000 Penalty: 5890.301758
	Iteration 46Q: 3 clusters Score -1.835721e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130065 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -18357232.000000 Penalty: 5890.301758
	Iteration 47Q: 3 clusters Score -1.835723e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130381 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -18357292.000000 Penalty: 5890.301758
	Iteration 48Q: 3 clusters Score -1.835729e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130723 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -18357302.000000 Penalty: 5890.301758
	Iteration 49Q: 3 clusters Score -1.83573e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131096 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -18357364.000000 Penalty: 5890.301758
	Iteration 50Q: 3 clusters Score -1.835736e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131545 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -18357408.000000 Penalty: 5890.301758
	Iteration 51Q: 3 clusters Score -1.835741e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132028 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -18357482.000000 Penalty: 5890.301758
	Iteration 52Q: 3 clusters Score -1.835748e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132514 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -18357626.000000 Penalty: 5890.301758
	Iteration 53Q: 3 clusters Score -1.835763e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133010 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -18357730.000000 Penalty: 5890.301758
	Iteration 54Q: 3 clusters Score -1.835773e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133552 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -18357848.000000 Penalty: 5890.301758
	Iteration 55Q: 3 clusters Score -1.835785e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134075 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -18358052.000000 Penalty: 5890.301758
	Iteration 56Q: 3 clusters Score -1.835805e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134601 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -18358222.000000 Penalty: 5890.301758
	Iteration 57Q: 3 clusters Score -1.835822e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135125 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -18358390.000000 Penalty: 5890.301758
	Iteration 58Q: 3 clusters Score -1.835839e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135607 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -18358516.000000 Penalty: 5890.301758
	Iteration 59Q: 3 clusters Score -1.835852e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136071 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -18358636.000000 Penalty: 5890.301758
	Iteration 60F: 3 clusters Score -1.835864e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136502 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -18358798.000000 Penalty: 5890.301758
	Iteration 61Q: 3 clusters Score -1.83588e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136943 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -18358950.000000 Penalty: 5890.301758
	Iteration 62Q: 3 clusters Score -1.835895e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137356 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -18359126.000000 Penalty: 5890.301758
	Iteration 63Q: 3 clusters Score -1.835913e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137721 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -18359196.000000 Penalty: 5890.301758
	Iteration 64Q: 3 clusters Score -1.83592e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138109 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -18359328.000000 Penalty: 5890.301758
	Iteration 65Q: 3 clusters Score -1.835933e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138496 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -18359478.000000 Penalty: 5890.301758
	Iteration 66Q: 3 clusters Score -1.835948e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -18359604.000000 Penalty: 5890.301758
	Iteration 67Q: 3 clusters Score -1.83596e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139233 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -18359750.000000 Penalty: 5890.301758
	Iteration 68Q: 3 clusters Score -1.835975e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139570 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -18359870.000000 Penalty: 5890.301758
	Iteration 69Q: 3 clusters Score -1.835987e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139861 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -18359928.000000 Penalty: 5890.301758
	Iteration 70Q: 3 clusters Score -1.835993e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140132 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -18360034.000000 Penalty: 5890.301758
	Iteration 71Q: 3 clusters Score -1.836003e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140360 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -18360088.000000 Penalty: 5890.301758
	Iteration 72Q: 3 clusters Score -1.836009e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140560 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -18360128.000000 Penalty: 5890.301758
	Iteration 73Q: 3 clusters Score -1.836013e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140751 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -18360198.000000 Penalty: 5890.301758
	Iteration 74Q: 3 clusters Score -1.83602e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140945 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -18360264.000000 Penalty: 5890.301758
	Iteration 75Q: 3 clusters Score -1.836026e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141134 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -18360334.000000 Penalty: 5890.301758
	Iteration 76Q: 3 clusters Score -1.836033e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141305 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -18360390.000000 Penalty: 5890.301758
	Iteration 77Q: 3 clusters Score -1.836039e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141457 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -18360430.000000 Penalty: 5890.301758
	Iteration 78Q: 3 clusters Score -1.836043e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141593 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -18360470.000000 Penalty: 5890.301758
	Iteration 79Q: 3 clusters Score -1.836047e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -18360546.000000 Penalty: 5890.301758
	Iteration 80F: 3 clusters Score -1.836055e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141798 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -18360630.000000 Penalty: 5890.301758
	Iteration 81Q: 3 clusters Score -1.836063e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141884 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -18360608.000000 Penalty: 5890.301758
	Iteration 82Q: 3 clusters Score -1.836061e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141968 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -18360626.000000 Penalty: 5890.301758
	Iteration 83Q: 3 clusters Score -1.836063e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142053 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -18360668.000000 Penalty: 5890.301758
	Iteration 84Q: 3 clusters Score -1.836067e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142128 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -18360708.000000 Penalty: 5890.301758
	Iteration 85Q: 3 clusters Score -1.836071e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142189 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -18360740.000000 Penalty: 5890.301758
	Iteration 86Q: 3 clusters Score -1.836074e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142246 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -18360788.000000 Penalty: 5890.301758
	Iteration 87Q: 3 clusters Score -1.836079e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142310 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -18360832.000000 Penalty: 5890.301758
	Iteration 88Q: 3 clusters Score -1.836083e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142374 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -18360824.000000 Penalty: 5890.301758
	Iteration 89Q: 3 clusters Score -1.836082e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142422 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -18360832.000000 Penalty: 5890.301758
	Iteration 90Q: 3 clusters Score -1.836083e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142455 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -18360834.000000 Penalty: 5890.301758
	Iteration 91Q: 3 clusters Score -1.836083e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142478 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -18360852.000000 Penalty: 5890.301758
	Iteration 92Q: 3 clusters Score -1.836085e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142500 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -18360854.000000 Penalty: 5890.301758
	Iteration 93Q: 3 clusters Score -1.836085e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142520 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -18360852.000000 Penalty: 5890.301758
	Iteration 94Q: 3 clusters Score -1.836085e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142538 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -18360872.000000 Penalty: 5890.301758
	Iteration 95Q: 3 clusters Score -1.836087e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142555 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -18360872.000000 Penalty: 5890.301758
	Iteration 96Q: 3 clusters Score -1.836087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142572 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -18360882.000000 Penalty: 5890.301758
	Iteration 97Q: 3 clusters Score -1.836088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142582 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -18360898.000000 Penalty: 5890.301758
	Iteration 98Q: 3 clusters Score -1.83609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142593 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -18360908.000000 Penalty: 5890.301758
	Iteration 99Q: 3 clusters Score -1.836091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142602 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -18360910.000000 Penalty: 5890.301758
	Iteration 100F: 3 clusters Score -1.836091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142611 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -18360920.000000 Penalty: 5890.301758
	Iteration 101Q: 3 clusters Score -1.836092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142617 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -18360924.000000 Penalty: 5890.301758
	Iteration 102Q: 3 clusters Score -1.836092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142624 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -18360912.000000 Penalty: 5890.301758
	Iteration 103Q: 3 clusters Score -1.836091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142629 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -18360924.000000 Penalty: 5890.301758
	Iteration 104Q: 3 clusters Score -1.836092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142635 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -18360918.000000 Penalty: 5890.301758
	Iteration 105Q: 3 clusters Score -1.836092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142637 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -18360904.000000 Penalty: 5890.301758
	Iteration 106Q: 3 clusters Score -1.83609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142639 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -18360908.000000 Penalty: 5890.301758
	Iteration 107Q: 3 clusters Score -1.836091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142641 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -18360918.000000 Penalty: 5890.301758
	Iteration 108Q: 3 clusters Score -1.836092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142642 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -18360904.000000 Penalty: 5890.301758
	Iteration 109Q: 3 clusters Score -1.83609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142642 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -18360904.000000 Penalty: 5890.301758
	Iteration 110F: 3 clusters Score -1.83609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (150766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150766 members 
Entering Unmasked Estep 
Score: -19132182.000000 Penalty: 2957.023926
	Iteration 0F: 2 clusters Score -1.913218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75437 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -19031928.000000 Penalty: 5914.047852
	Iteration 0F: 3 clusters Score -1.903193e+07 nChanged 72214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 73539 members 
Entering Unmasked Estep 
Score: -19073670.000000 Penalty: 5914.047852
	Iteration 1F: 3 clusters Score -1.907367e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78653 members 
Mstep: Class 2 contains 72113 members 
Entering Unmasked Estep 
Score: -19074774.000000 Penalty: 5914.047852
	Iteration 2Q: 3 clusters Score -1.907477e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -19076532.000000 Penalty: 5914.047852
	Iteration 3Q: 3 clusters Score -1.907653e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -19079506.000000 Penalty: 5914.047852
	Iteration 4Q: 3 clusters Score -1.907951e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89569 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -19084320.000000 Penalty: 5914.047852
	Iteration 5F: 3 clusters Score -1.908432e+07 nChanged 10869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96304 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -19092208.000000 Penalty: 5914.047852
	Iteration 6F: 3 clusters Score -1.909221e+07 nChanged 12212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104216 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -19102970.000000 Penalty: 5914.047852
	Iteration 7F: 3 clusters Score -1.910297e+07 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111368 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -19114684.000000 Penalty: 5914.047852
	Iteration 8F: 3 clusters Score -1.911468e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115722 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -19123662.000000 Penalty: 5914.047852
	Iteration 9F: 3 clusters Score -1.912366e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117754 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -19127796.000000 Penalty: 5914.047852
	Iteration 10Q: 3 clusters Score -1.91278e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119035 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -19129276.000000 Penalty: 5914.047852
	Iteration 11Q: 3 clusters Score -1.912928e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120107 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -19129928.000000 Penalty: 5914.047852
	Iteration 12Q: 3 clusters Score -1.912993e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121065 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -19130420.000000 Penalty: 5914.047852
	Iteration 13Q: 3 clusters Score -1.913042e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121910 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -19130714.000000 Penalty: 5914.047852
	Iteration 14Q: 3 clusters Score -1.913071e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122671 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -19130906.000000 Penalty: 5914.047852
	Iteration 15Q: 3 clusters Score -1.913091e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123397 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -19131036.000000 Penalty: 5914.047852
	Iteration 16Q: 3 clusters Score -1.913104e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124050 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -19131206.000000 Penalty: 5914.047852
	Iteration 17Q: 3 clusters Score -1.913121e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124648 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -19131308.000000 Penalty: 5914.047852
	Iteration 18Q: 3 clusters Score -1.913131e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125220 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -19131404.000000 Penalty: 5914.047852
	Iteration 19Q: 3 clusters Score -1.91314e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125788 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -19131500.000000 Penalty: 5914.047852
	Iteration 20F: 3 clusters Score -1.91315e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126298 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -19131570.000000 Penalty: 5914.047852
	Iteration 21Q: 3 clusters Score -1.913157e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126775 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -19131654.000000 Penalty: 5914.047852
	Iteration 22Q: 3 clusters Score -1.913165e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127210 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -19131702.000000 Penalty: 5914.047852
	Iteration 23Q: 3 clusters Score -1.91317e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127665 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -19131782.000000 Penalty: 5914.047852
	Iteration 24Q: 3 clusters Score -1.913178e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128115 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -19131854.000000 Penalty: 5914.047852
	Iteration 25Q: 3 clusters Score -1.913185e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128527 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -19131874.000000 Penalty: 5914.047852
	Iteration 26Q: 3 clusters Score -1.913187e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128932 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -19131930.000000 Penalty: 5914.047852
	Iteration 27Q: 3 clusters Score -1.913193e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129316 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -19131940.000000 Penalty: 5914.047852
	Iteration 28Q: 3 clusters Score -1.913194e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129664 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -19131966.000000 Penalty: 5914.047852
	Iteration 29Q: 3 clusters Score -1.913197e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130002 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -19132016.000000 Penalty: 5914.047852
	Iteration 30Q: 3 clusters Score -1.913202e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130325 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -19132012.000000 Penalty: 5914.047852
	Iteration 31Q: 3 clusters Score -1.913201e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130640 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -19132012.000000 Penalty: 5914.047852
	Iteration 32Q: 3 clusters Score -1.913201e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130936 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -19132042.000000 Penalty: 5914.047852
	Iteration 33Q: 3 clusters Score -1.913204e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131237 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -19132052.000000 Penalty: 5914.047852
	Iteration 34Q: 3 clusters Score -1.913205e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131534 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -19132092.000000 Penalty: 5914.047852
	Iteration 35Q: 3 clusters Score -1.913209e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131811 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -19132122.000000 Penalty: 5914.047852
	Iteration 36Q: 3 clusters Score -1.913212e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132086 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -19132196.000000 Penalty: 5914.047852
	Iteration 37Q: 3 clusters Score -1.91322e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132342 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -19132166.000000 Penalty: 5914.047852
	Iteration 38Q: 3 clusters Score -1.913217e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132607 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -19132208.000000 Penalty: 5914.047852
	Iteration 39Q: 3 clusters Score -1.913221e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132862 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -19132214.000000 Penalty: 5914.047852
	Iteration 40F: 3 clusters Score -1.913221e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133101 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -19132272.000000 Penalty: 5914.047852
	Iteration 41Q: 3 clusters Score -1.913227e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133301 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -19132280.000000 Penalty: 5914.047852
	Iteration 42Q: 3 clusters Score -1.913228e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133486 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -19132286.000000 Penalty: 5914.047852
	Iteration 43Q: 3 clusters Score -1.913229e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133648 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -19132266.000000 Penalty: 5914.047852
	Iteration 44Q: 3 clusters Score -1.913227e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133792 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -19132312.000000 Penalty: 5914.047852
	Iteration 45Q: 3 clusters Score -1.913231e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133931 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -19132332.000000 Penalty: 5914.047852
	Iteration 46Q: 3 clusters Score -1.913233e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134068 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -19132336.000000 Penalty: 5914.047852
	Iteration 47Q: 3 clusters Score -1.913234e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134193 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -19132330.000000 Penalty: 5914.047852
	Iteration 48Q: 3 clusters Score -1.913233e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134319 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -19132304.000000 Penalty: 5914.047852
	Iteration 49Q: 3 clusters Score -1.91323e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134423 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -19132286.000000 Penalty: 5914.047852
	Iteration 50Q: 3 clusters Score -1.913229e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134515 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -19132294.000000 Penalty: 5914.047852
	Iteration 51Q: 3 clusters Score -1.913229e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134599 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -19132328.000000 Penalty: 5914.047852
	Iteration 52Q: 3 clusters Score -1.913233e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134678 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -19132336.000000 Penalty: 5914.047852
	Iteration 53Q: 3 clusters Score -1.913234e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134756 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -19132338.000000 Penalty: 5914.047852
	Iteration 54Q: 3 clusters Score -1.913234e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134838 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -19132366.000000 Penalty: 5914.047852
	Iteration 55Q: 3 clusters Score -1.913237e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134908 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -19132390.000000 Penalty: 5914.047852
	Iteration 56Q: 3 clusters Score -1.913239e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134974 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -19132414.000000 Penalty: 5914.047852
	Iteration 57Q: 3 clusters Score -1.913241e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135032 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -19132396.000000 Penalty: 5914.047852
	Iteration 58Q: 3 clusters Score -1.91324e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135084 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -19132422.000000 Penalty: 5914.047852
	Iteration 59Q: 3 clusters Score -1.913242e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135134 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -19132434.000000 Penalty: 5914.047852
	Iteration 60F: 3 clusters Score -1.913243e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135188 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -19132424.000000 Penalty: 5914.047852
	Iteration 61Q: 3 clusters Score -1.913242e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135236 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -19132420.000000 Penalty: 5914.047852
	Iteration 62Q: 3 clusters Score -1.913242e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135285 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -19132448.000000 Penalty: 5914.047852
	Iteration 63Q: 3 clusters Score -1.913245e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135336 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -19132458.000000 Penalty: 5914.047852
	Iteration 64Q: 3 clusters Score -1.913246e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135395 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -19132458.000000 Penalty: 5914.047852
	Iteration 65Q: 3 clusters Score -1.913246e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135435 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -19132458.000000 Penalty: 5914.047852
	Iteration 66Q: 3 clusters Score -1.913246e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135466 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -19132460.000000 Penalty: 5914.047852
	Iteration 67Q: 3 clusters Score -1.913246e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135495 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -19132438.000000 Penalty: 5914.047852
	Iteration 68Q: 3 clusters Score -1.913244e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135527 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -19132414.000000 Penalty: 5914.047852
	Iteration 69Q: 3 clusters Score -1.913241e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135563 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -19132418.000000 Penalty: 5914.047852
	Iteration 70Q: 3 clusters Score -1.913242e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135590 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -19132420.000000 Penalty: 5914.047852
	Iteration 71Q: 3 clusters Score -1.913242e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135612 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -19132410.000000 Penalty: 5914.047852
	Iteration 72Q: 3 clusters Score -1.913241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135633 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -19132414.000000 Penalty: 5914.047852
	Iteration 73Q: 3 clusters Score -1.913241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135645 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -19132404.000000 Penalty: 5914.047852
	Iteration 74Q: 3 clusters Score -1.91324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135657 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -19132410.000000 Penalty: 5914.047852
	Iteration 75Q: 3 clusters Score -1.913241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135667 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -19132404.000000 Penalty: 5914.047852
	Iteration 76Q: 3 clusters Score -1.91324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135682 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -19132410.000000 Penalty: 5914.047852
	Iteration 77Q: 3 clusters Score -1.913241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135693 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -19132422.000000 Penalty: 5914.047852
	Iteration 78Q: 3 clusters Score -1.913242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135703 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -19132398.000000 Penalty: 5914.047852
	Iteration 79Q: 3 clusters Score -1.91324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135716 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -19132410.000000 Penalty: 5914.047852
	Iteration 80F: 3 clusters Score -1.913241e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135735 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -19132390.000000 Penalty: 5914.047852
	Iteration 81Q: 3 clusters Score -1.913239e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135756 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -19132400.000000 Penalty: 5914.047852
	Iteration 82Q: 3 clusters Score -1.91324e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135783 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -19132398.000000 Penalty: 5914.047852
	Iteration 83Q: 3 clusters Score -1.91324e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135804 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -19132384.000000 Penalty: 5914.047852
	Iteration 84Q: 3 clusters Score -1.913238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135819 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -19132400.000000 Penalty: 5914.047852
	Iteration 85Q: 3 clusters Score -1.91324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135832 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -19132398.000000 Penalty: 5914.047852
	Iteration 86Q: 3 clusters Score -1.91324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135849 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -19132398.000000 Penalty: 5914.047852
	Iteration 87Q: 3 clusters Score -1.91324e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135868 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -19132406.000000 Penalty: 5914.047852
	Iteration 88Q: 3 clusters Score -1.913241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135892 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -19132432.000000 Penalty: 5914.047852
	Iteration 89Q: 3 clusters Score -1.913243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135910 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -19132420.000000 Penalty: 5914.047852
	Iteration 90Q: 3 clusters Score -1.913242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135921 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -19132416.000000 Penalty: 5914.047852
	Iteration 91Q: 3 clusters Score -1.913242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135932 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -19132408.000000 Penalty: 5914.047852
	Iteration 92Q: 3 clusters Score -1.913241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135938 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -19132400.000000 Penalty: 5914.047852
	Iteration 93Q: 3 clusters Score -1.91324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135943 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -19132408.000000 Penalty: 5914.047852
	Iteration 94Q: 3 clusters Score -1.913241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135944 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -19132408.000000 Penalty: 5914.047852
	Iteration 95Q: 3 clusters Score -1.913241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135945 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -19132418.000000 Penalty: 5914.047852
	Iteration 96Q: 3 clusters Score -1.913242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135946 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -19132416.000000 Penalty: 5914.047852
	Iteration 97Q: 3 clusters Score -1.913242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135946 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -19132416.000000 Penalty: 5914.047852
	Iteration 98F: 3 clusters Score -1.913242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144867 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 153823 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 17979 members 
Mstep: Class 6 contains 17542 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 8941 members 
Mstep: Class 10 contains 155001 members 
Mstep: Class 11 contains 89726 members 
Mstep: Class 12 contains 71628 members 
Mstep: Class 13 contains 78972 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 153834 members 
Mstep: Class 17 contains 143718 members 
Mstep: Class 18 contains 135946 members 
Mstep: Class 19 contains 88011 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 14820 members 
Entering Unmasked Estep 
Score: -161322016.000000 Penalty: 76770.804688
Splitting cluster 18 changes total score from -161323104.000000 to -161322016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (88011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88011 members 
Entering Unmasked Estep 
Score: -11371051.000000 Penalty: 2823.533691
	Iteration 0F: 2 clusters Score -1.137105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -11311985.000000 Penalty: 5647.067383
	Iteration 0F: 3 clusters Score -1.131198e+07 nChanged 41505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -11335783.000000 Penalty: 5647.067383
	Iteration 1F: 3 clusters Score -1.133578e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -11336303.000000 Penalty: 5647.067383
	Iteration 2Q: 3 clusters Score -1.13363e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -11336705.000000 Penalty: 5647.067383
	Iteration 3Q: 3 clusters Score -1.13367e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -11337188.000000 Penalty: 5647.067383
	Iteration 4Q: 3 clusters Score -1.133719e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -11337909.000000 Penalty: 5647.067383
	Iteration 5Q: 3 clusters Score -1.133791e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -11338812.000000 Penalty: 5647.067383
	Iteration 6Q: 3 clusters Score -1.133881e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -11340476.000000 Penalty: 5647.067383
	Iteration 7Q: 3 clusters Score -1.134048e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -11343663.000000 Penalty: 5647.067383
	Iteration 8F: 3 clusters Score -1.134366e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -11349109.000000 Penalty: 5647.067383
	Iteration 9F: 3 clusters Score -1.134911e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75564 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -11356250.000000 Penalty: 5647.067383
	Iteration 10F: 3 clusters Score -1.135625e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82138 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -11362887.000000 Penalty: 5647.067383
	Iteration 11F: 3 clusters Score -1.136289e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -11366529.000000 Penalty: 5647.067383
	Iteration 12Q: 3 clusters Score -1.136653e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87239 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11367891.000000 Penalty: 5647.067383
	Iteration 13Q: 3 clusters Score -1.136789e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87622 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -11368260.000000 Penalty: 5647.067383
	Iteration 14Q: 3 clusters Score -1.136826e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87723 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -11368386.000000 Penalty: 5647.067383
	Iteration 15Q: 3 clusters Score -1.136839e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11368437.000000 Penalty: 5647.067383
	Iteration 16Q: 3 clusters Score -1.136844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87773 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11368465.000000 Penalty: 5647.067383
	Iteration 17Q: 3 clusters Score -1.136846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87777 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -11368479.000000 Penalty: 5647.067383
	Iteration 18Q: 3 clusters Score -1.136848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11368484.000000 Penalty: 5647.067383
	Iteration 19Q: 3 clusters Score -1.136848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87783 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11368494.000000 Penalty: 5647.067383
	Iteration 20F: 3 clusters Score -1.136849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87788 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11368509.000000 Penalty: 5647.067383
	Iteration 21Q: 3 clusters Score -1.136851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87791 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11368511.000000 Penalty: 5647.067383
	Iteration 22Q: 3 clusters Score -1.136851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87790 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11368515.000000 Penalty: 5647.067383
	Iteration 23Q: 3 clusters Score -1.136852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87790 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11368515.000000 Penalty: 5647.067383
	Iteration 24F: 3 clusters Score -1.136852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -33716.710938 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -33716.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32378.074219 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -32378.07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32703.421875 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -32703.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32937.113281 Penalty: 2918.127930
	Iteration 2F: 3 clusters Score -32937.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33021.222656 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -33021.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33080.046875 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -33080.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33166.468750 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -33166.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33230.496094 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -33230.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33333.671875 Penalty: 2918.127930
	Iteration 7Q: 3 clusters Score -33333.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33413.976562 Penalty: 2918.127930
	Iteration 8Q: 3 clusters Score -33413.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33462.414062 Penalty: 2918.127930
	Iteration 9Q: 3 clusters Score -33462.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33557.781250 Penalty: 2918.127930
	Iteration 10Q: 3 clusters Score -33557.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33576.792969 Penalty: 2918.127930
	Iteration 11Q: 3 clusters Score -33576.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33576.792969 Penalty: 2918.127930
	Iteration 12F: 3 clusters Score -33576.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -45112.957031 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -45112.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43672.851562 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -43672.85 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43848.988281 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -43848.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43926.609375 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -43926.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43958.753906 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -43958.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43996.746094 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -43996.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44057.859375 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -44057.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44114.269531 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -44114.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44251.644531 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -44251.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44776.296875 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -44776.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44886.101562 Penalty: 3019.040283
	Iteration 9F: 3 clusters Score -44886.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44968.753906 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -44968.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -44993.753906 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -44993.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45010.785156 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -45010.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45016.621094 Penalty: 3019.040283
	Iteration 13Q: 3 clusters Score -45016.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -45026.671875 Penalty: 3019.040283
	Iteration 14Q: 3 clusters Score -45026.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45050.683594 Penalty: 3019.040283
	Iteration 15Q: 3 clusters Score -45050.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45087.503906 Penalty: 3019.040283
	Iteration 16Q: 3 clusters Score -45087.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45126.039062 Penalty: 3019.040283
	Iteration 17Q: 3 clusters Score -45126.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45131.113281 Penalty: 3019.040283
	Iteration 18Q: 3 clusters Score -45131.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45139.910156 Penalty: 3019.040283
	Iteration 19Q: 3 clusters Score -45139.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -45168.148438 Penalty: 3019.040283
	Iteration 20F: 3 clusters Score -45168.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -45214.988281 Penalty: 3019.040283
	Iteration 21Q: 3 clusters Score -45214.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45221.812500 Penalty: 3019.040283
	Iteration 22Q: 3 clusters Score -45221.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45231.796875 Penalty: 3019.040283
	Iteration 23Q: 3 clusters Score -45231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45231.796875 Penalty: 3019.040283
	Iteration 24F: 3 clusters Score -45231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144867 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 153823 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 17979 members 
Mstep: Class 6 contains 17542 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 8941 members 
Mstep: Class 10 contains 155001 members 
Mstep: Class 11 contains 89726 members 
Mstep: Class 12 contains 71628 members 
Mstep: Class 13 contains 78972 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 153834 members 
Mstep: Class 17 contains 143718 members 
Mstep: Class 18 contains 150766 members 
Mstep: Class 19 contains 88011 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 305 members 
Mstep: Class 22 contains 135 members 
Entering Unmasked Estep 
Score: -161321648.000000 Penalty: 76770.804688
Splitting cluster 21 changes total score from -161323104.000000 to -161321648.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144867 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 153823 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 17979 members 
Mstep: Class 6 contains 17542 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 8941 members 
Mstep: Class 10 contains 155001 members 
Mstep: Class 11 contains 89726 members 
Mstep: Class 12 contains 71628 members 
Mstep: Class 13 contains 78972 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 153834 members 
Mstep: Class 17 contains 143718 members 
Mstep: Class 18 contains 150766 members 
Mstep: Class 19 contains 88011 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323792.000000 Penalty: 73281.218750
Iteration 159Q: 22 clusters Score -1.613238e+08 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144645 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 153625 members 
Mstep: Class 4 contains 7872 members 
Mstep: Class 5 contains 17957 members 
Mstep: Class 6 contains 17476 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 8946 members 
Mstep: Class 10 contains 154784 members 
Mstep: Class 11 contains 89172 members 
Mstep: Class 12 contains 71851 members 
Mstep: Class 13 contains 78931 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 153590 members 
Mstep: Class 17 contains 143227 members 
Mstep: Class 18 contains 150682 members 
Mstep: Class 19 contains 89924 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324176.000000 Penalty: 73281.218750
Iteration 160F: 22 clusters Score -1.613242e+08 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144451 members 
Mstep: Class 2 contains 4130 members 
Mstep: Class 3 contains 153400 members 
Mstep: Class 4 contains 7871 members 
Mstep: Class 5 contains 17936 members 
Mstep: Class 6 contains 17418 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 8951 members 
Mstep: Class 10 contains 154613 members 
Mstep: Class 11 contains 88604 members 
Mstep: Class 12 contains 72096 members 
Mstep: Class 13 contains 78905 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 153277 members 
Mstep: Class 17 contains 142716 members 
Mstep: Class 18 contains 150610 members 
Mstep: Class 19 contains 91831 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325056.000000 Penalty: 73281.218750
Iteration 161Q: 22 clusters Score -1.613251e+08 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144269 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 153198 members 
Mstep: Class 4 contains 7868 members 
Mstep: Class 5 contains 17882 members 
Mstep: Class 6 contains 17341 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 8946 members 
Mstep: Class 10 contains 154398 members 
Mstep: Class 11 contains 88045 members 
Mstep: Class 12 contains 72328 members 
Mstep: Class 13 contains 78883 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 153025 members 
Mstep: Class 17 contains 142248 members 
Mstep: Class 18 contains 150499 members 
Mstep: Class 19 contains 93750 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325648.000000 Penalty: 73281.218750
Iteration 162Q: 22 clusters Score -1.613256e+08 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144075 members 
Mstep: Class 2 contains 4131 members 
Mstep: Class 3 contains 152999 members 
Mstep: Class 4 contains 7868 members 
Mstep: Class 5 contains 17804 members 
Mstep: Class 6 contains 17286 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 8939 members 
Mstep: Class 10 contains 154164 members 
Mstep: Class 11 contains 87463 members 
Mstep: Class 12 contains 72538 members 
Mstep: Class 13 contains 78865 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 152797 members 
Mstep: Class 17 contains 141737 members 
Mstep: Class 18 contains 150417 members 
Mstep: Class 19 contains 95727 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326384.000000 Penalty: 73281.218750
Iteration 163Q: 22 clusters Score -1.613264e+08 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143850 members 
Mstep: Class 2 contains 4132 members 
Mstep: Class 3 contains 152810 members 
Mstep: Class 4 contains 7868 members 
Mstep: Class 5 contains 17671 members 
Mstep: Class 6 contains 17249 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 153912 members 
Mstep: Class 11 contains 86895 members 
Mstep: Class 12 contains 72755 members 
Mstep: Class 13 contains 78866 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 152579 members 
Mstep: Class 17 contains 141258 members 
Mstep: Class 18 contains 150331 members 
Mstep: Class 19 contains 97698 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326448.000000 Penalty: 73281.218750
Iteration 164Q: 22 clusters Score -1.613264e+08 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143652 members 
Mstep: Class 2 contains 4135 members 
Mstep: Class 3 contains 152619 members 
Mstep: Class 4 contains 7868 members 
Mstep: Class 5 contains 17522 members 
Mstep: Class 6 contains 17190 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 8951 members 
Mstep: Class 10 contains 153634 members 
Mstep: Class 11 contains 86355 members 
Mstep: Class 12 contains 72975 members 
Mstep: Class 13 contains 78865 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 152336 members 
Mstep: Class 17 contains 140783 members 
Mstep: Class 18 contains 150210 members 
Mstep: Class 19 contains 99716 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326688.000000 Penalty: 73281.218750
Iteration 165Q: 22 clusters Score -1.613267e+08 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143442 members 
Mstep: Class 2 contains 4134 members 
Mstep: Class 3 contains 152436 members 
Mstep: Class 4 contains 7865 members 
Mstep: Class 5 contains 17385 members 
Mstep: Class 6 contains 17147 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 8959 members 
Mstep: Class 10 contains 153381 members 
Mstep: Class 11 contains 85833 members 
Mstep: Class 12 contains 73181 members 
Mstep: Class 13 contains 78849 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 152154 members 
Mstep: Class 17 contains 140310 members 
Mstep: Class 18 contains 150057 members 
Mstep: Class 19 contains 101676 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327040.000000 Penalty: 73281.218750
Iteration 166Q: 22 clusters Score -1.61327e+08 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143153 members 
Mstep: Class 2 contains 4134 members 
Mstep: Class 3 contains 152273 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 17226 members 
Mstep: Class 6 contains 17105 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 8962 members 
Mstep: Class 10 contains 153146 members 
Mstep: Class 11 contains 85316 members 
Mstep: Class 12 contains 73369 members 
Mstep: Class 13 contains 78844 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151955 members 
Mstep: Class 17 contains 139845 members 
Mstep: Class 18 contains 149961 members 
Mstep: Class 19 contains 103656 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327312.000000 Penalty: 73281.218750
Iteration 167Q: 22 clusters Score -1.613273e+08 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 142861 members 
Mstep: Class 2 contains 4133 members 
Mstep: Class 3 contains 152061 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 17088 members 
Mstep: Class 6 contains 17077 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 8964 members 
Mstep: Class 10 contains 152946 members 
Mstep: Class 11 contains 84776 members 
Mstep: Class 12 contains 73562 members 
Mstep: Class 13 contains 78820 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151756 members 
Mstep: Class 17 contains 139369 members 
Mstep: Class 18 contains 149863 members 
Mstep: Class 19 contains 105668 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327648.000000 Penalty: 73281.218750
Iteration 168Q: 22 clusters Score -1.613276e+08 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 142555 members 
Mstep: Class 2 contains 4133 members 
Mstep: Class 3 contains 151842 members 
Mstep: Class 4 contains 7864 members 
Mstep: Class 5 contains 16921 members 
Mstep: Class 6 contains 17011 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 8963 members 
Mstep: Class 10 contains 152682 members 
Mstep: Class 11 contains 84253 members 
Mstep: Class 12 contains 73746 members 
Mstep: Class 13 contains 78802 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151584 members 
Mstep: Class 17 contains 138947 members 
Mstep: Class 18 contains 149788 members 
Mstep: Class 19 contains 107717 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327952.000000 Penalty: 73281.218750
Iteration 169Q: 22 clusters Score -1.61328e+08 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 142246 members 
Mstep: Class 2 contains 4133 members 
Mstep: Class 3 contains 151599 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 16793 members 
Mstep: Class 6 contains 16966 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 8960 members 
Mstep: Class 10 contains 152442 members 
Mstep: Class 11 contains 83698 members 
Mstep: Class 12 contains 73926 members 
Mstep: Class 13 contains 78773 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151435 members 
Mstep: Class 17 contains 138473 members 
Mstep: Class 18 contains 149695 members 
Mstep: Class 19 contains 109807 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328512.000000 Penalty: 73281.218750
Iteration 170Q: 22 clusters Score -1.613285e+08 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 141946 members 
Mstep: Class 2 contains 4133 members 
Mstep: Class 3 contains 151367 members 
Mstep: Class 4 contains 7862 members 
Mstep: Class 5 contains 16709 members 
Mstep: Class 6 contains 16931 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 8960 members 
Mstep: Class 10 contains 152197 members 
Mstep: Class 11 contains 83202 members 
Mstep: Class 12 contains 74081 members 
Mstep: Class 13 contains 78727 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151279 members 
Mstep: Class 17 contains 137930 members 
Mstep: Class 18 contains 149561 members 
Mstep: Class 19 contains 111924 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329056.000000 Penalty: 73281.218750
Iteration 171Q: 22 clusters Score -1.613291e+08 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 141666 members 
Mstep: Class 2 contains 4133 members 
Mstep: Class 3 contains 151176 members 
Mstep: Class 4 contains 7861 members 
Mstep: Class 5 contains 16634 members 
Mstep: Class 6 contains 16875 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 8958 members 
Mstep: Class 10 contains 151956 members 
Mstep: Class 11 contains 82697 members 
Mstep: Class 12 contains 74213 members 
Mstep: Class 13 contains 78707 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151099 members 
Mstep: Class 17 contains 137442 members 
Mstep: Class 18 contains 149394 members 
Mstep: Class 19 contains 113997 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329504.000000 Penalty: 73281.218750
Iteration 172Q: 22 clusters Score -1.613295e+08 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 141385 members 
Mstep: Class 2 contains 4133 members 
Mstep: Class 3 contains 150951 members 
Mstep: Class 4 contains 7862 members 
Mstep: Class 5 contains 16570 members 
Mstep: Class 6 contains 16822 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 8952 members 
Mstep: Class 10 contains 151729 members 
Mstep: Class 11 contains 82205 members 
Mstep: Class 12 contains 74344 members 
Mstep: Class 13 contains 78679 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150927 members 
Mstep: Class 17 contains 136907 members 
Mstep: Class 18 contains 149227 members 
Mstep: Class 19 contains 116116 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329808.000000 Penalty: 73281.218750
Iteration 173Q: 22 clusters Score -1.613298e+08 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 141118 members 
Mstep: Class 2 contains 4133 members 
Mstep: Class 3 contains 150760 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 16506 members 
Mstep: Class 6 contains 16773 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 8953 members 
Mstep: Class 10 contains 151539 members 
Mstep: Class 11 contains 81694 members 
Mstep: Class 12 contains 74457 members 
Mstep: Class 13 contains 78655 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150781 members 
Mstep: Class 17 contains 136358 members 
Mstep: Class 18 contains 149019 members 
Mstep: Class 19 contains 118199 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330208.000000 Penalty: 73281.218750
Iteration 174Q: 22 clusters Score -1.613302e+08 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 140856 members 
Mstep: Class 2 contains 4133 members 
Mstep: Class 3 contains 150562 members 
Mstep: Class 4 contains 7870 members 
Mstep: Class 5 contains 16437 members 
Mstep: Class 6 contains 16712 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 8955 members 
Mstep: Class 10 contains 151370 members 
Mstep: Class 11 contains 81184 members 
Mstep: Class 12 contains 74553 members 
Mstep: Class 13 contains 78615 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150655 members 
Mstep: Class 17 contains 135760 members 
Mstep: Class 18 contains 148810 members 
Mstep: Class 19 contains 120336 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330336.000000 Penalty: 73281.218750
Iteration 175Q: 22 clusters Score -1.613303e+08 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 140628 members 
Mstep: Class 2 contains 4132 members 
Mstep: Class 3 contains 150311 members 
Mstep: Class 4 contains 7873 members 
Mstep: Class 5 contains 16426 members 
Mstep: Class 6 contains 16669 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 8961 members 
Mstep: Class 10 contains 151162 members 
Mstep: Class 11 contains 80671 members 
Mstep: Class 12 contains 74668 members 
Mstep: Class 13 contains 78575 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150535 members 
Mstep: Class 17 contains 135138 members 
Mstep: Class 18 contains 148551 members 
Mstep: Class 19 contains 122507 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330480.000000 Penalty: 73281.218750
Iteration 176Q: 22 clusters Score -1.613305e+08 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 140430 members 
Mstep: Class 2 contains 4131 members 
Mstep: Class 3 contains 150046 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 16372 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 8961 members 
Mstep: Class 10 contains 150973 members 
Mstep: Class 11 contains 80173 members 
Mstep: Class 12 contains 74792 members 
Mstep: Class 13 contains 78545 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150397 members 
Mstep: Class 17 contains 134577 members 
Mstep: Class 18 contains 148284 members 
Mstep: Class 19 contains 124632 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330320.000000 Penalty: 73281.218750
Iteration 177Q: 22 clusters Score -1.613303e+08 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 140225 members 
Mstep: Class 2 contains 4131 members 
Mstep: Class 3 contains 149815 members 
Mstep: Class 4 contains 7878 members 
Mstep: Class 5 contains 16333 members 
Mstep: Class 6 contains 16550 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 8961 members 
Mstep: Class 10 contains 150778 members 
Mstep: Class 11 contains 79684 members 
Mstep: Class 12 contains 74902 members 
Mstep: Class 13 contains 78511 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150260 members 
Mstep: Class 17 contains 134005 members 
Mstep: Class 18 contains 148039 members 
Mstep: Class 19 contains 126733 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330880.000000 Penalty: 73281.218750
Iteration 178Q: 22 clusters Score -1.613309e+08 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 140022 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 149606 members 
Mstep: Class 4 contains 7880 members 
Mstep: Class 5 contains 16295 members 
Mstep: Class 6 contains 16462 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1180 members 
Mstep: Class 9 contains 8967 members 
Mstep: Class 10 contains 150592 members 
Mstep: Class 11 contains 79210 members 
Mstep: Class 12 contains 75016 members 
Mstep: Class 13 contains 78469 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150102 members 
Mstep: Class 17 contains 133470 members 
Mstep: Class 18 contains 147803 members 
Mstep: Class 19 contains 128781 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330880.000000 Penalty: 73281.218750
Iteration 179Q: 22 clusters Score -1.613309e+08 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 139842 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 149373 members 
Mstep: Class 4 contains 7885 members 
Mstep: Class 5 contains 16207 members 
Mstep: Class 6 contains 16398 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 8975 members 
Mstep: Class 10 contains 150395 members 
Mstep: Class 11 contains 78733 members 
Mstep: Class 12 contains 75144 members 
Mstep: Class 13 contains 78425 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149969 members 
Mstep: Class 17 contains 132955 members 
Mstep: Class 18 contains 147500 members 
Mstep: Class 19 contains 130874 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331392.000000 Penalty: 73281.218750
Iteration 180F: 22 clusters Score -1.613314e+08 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 139615 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 149134 members 
Mstep: Class 4 contains 7887 members 
Mstep: Class 5 contains 16190 members 
Mstep: Class 6 contains 16326 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 150170 members 
Mstep: Class 11 contains 78287 members 
Mstep: Class 12 contains 75260 members 
Mstep: Class 13 contains 78393 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149835 members 
Mstep: Class 17 contains 132443 members 
Mstep: Class 18 contains 147161 members 
Mstep: Class 19 contains 132989 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331760.000000 Penalty: 73281.218750
Iteration 181Q: 22 clusters Score -1.613318e+08 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 139372 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 148929 members 
Mstep: Class 4 contains 7889 members 
Mstep: Class 5 contains 16146 members 
Mstep: Class 6 contains 16261 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 8993 members 
Mstep: Class 10 contains 149950 members 
Mstep: Class 11 contains 77851 members 
Mstep: Class 12 contains 75376 members 
Mstep: Class 13 contains 78360 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149721 members 
Mstep: Class 17 contains 131921 members 
Mstep: Class 18 contains 146804 members 
Mstep: Class 19 contains 135100 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331904.000000 Penalty: 73281.218750
Iteration 182Q: 22 clusters Score -1.613319e+08 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 139129 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 148713 members 
Mstep: Class 4 contains 7890 members 
Mstep: Class 5 contains 16140 members 
Mstep: Class 6 contains 16189 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 8994 members 
Mstep: Class 10 contains 149740 members 
Mstep: Class 11 contains 77445 members 
Mstep: Class 12 contains 75480 members 
Mstep: Class 13 contains 78316 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149587 members 
Mstep: Class 17 contains 131357 members 
Mstep: Class 18 contains 146532 members 
Mstep: Class 19 contains 137160 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332320.000000 Penalty: 73281.218750
Iteration 183Q: 22 clusters Score -1.613323e+08 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138828 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 148503 members 
Mstep: Class 4 contains 7892 members 
Mstep: Class 5 contains 16111 members 
Mstep: Class 6 contains 16107 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 8991 members 
Mstep: Class 10 contains 149516 members 
Mstep: Class 11 contains 77069 members 
Mstep: Class 12 contains 75596 members 
Mstep: Class 13 contains 78286 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149455 members 
Mstep: Class 17 contains 130828 members 
Mstep: Class 18 contains 146248 members 
Mstep: Class 19 contains 139243 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332896.000000 Penalty: 73281.218750
Iteration 184Q: 22 clusters Score -1.613329e+08 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138509 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 148303 members 
Mstep: Class 4 contains 7896 members 
Mstep: Class 5 contains 16058 members 
Mstep: Class 6 contains 16035 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 8990 members 
Mstep: Class 10 contains 149342 members 
Mstep: Class 11 contains 76700 members 
Mstep: Class 12 contains 75727 members 
Mstep: Class 13 contains 78254 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149330 members 
Mstep: Class 17 contains 130245 members 
Mstep: Class 18 contains 145968 members 
Mstep: Class 19 contains 141318 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333120.000000 Penalty: 73281.218750
Iteration 185Q: 22 clusters Score -1.613331e+08 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138138 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 148080 members 
Mstep: Class 4 contains 7898 members 
Mstep: Class 5 contains 16045 members 
Mstep: Class 6 contains 15969 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 8996 members 
Mstep: Class 10 contains 149132 members 
Mstep: Class 11 contains 76326 members 
Mstep: Class 12 contains 75842 members 
Mstep: Class 13 contains 78228 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149215 members 
Mstep: Class 17 contains 129633 members 
Mstep: Class 18 contains 145569 members 
Mstep: Class 19 contains 143604 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333616.000000 Penalty: 73281.218750
Iteration 186Q: 22 clusters Score -1.613336e+08 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137761 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 147832 members 
Mstep: Class 4 contains 7902 members 
Mstep: Class 5 contains 16041 members 
Mstep: Class 6 contains 15903 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 8997 members 
Mstep: Class 10 contains 148912 members 
Mstep: Class 11 contains 75927 members 
Mstep: Class 12 contains 75933 members 
Mstep: Class 13 contains 78186 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149245 members 
Mstep: Class 17 contains 128987 members 
Mstep: Class 18 contains 145041 members 
Mstep: Class 19 contains 146005 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333936.000000 Penalty: 73281.218750
Iteration 187Q: 22 clusters Score -1.613339e+08 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137424 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 147572 members 
Mstep: Class 4 contains 7905 members 
Mstep: Class 5 contains 16105 members 
Mstep: Class 6 contains 15840 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 8998 members 
Mstep: Class 10 contains 148619 members 
Mstep: Class 11 contains 75567 members 
Mstep: Class 12 contains 76016 members 
Mstep: Class 13 contains 78136 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149288 members 
Mstep: Class 17 contains 128332 members 
Mstep: Class 18 contains 144513 members 
Mstep: Class 19 contains 148356 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334224.000000 Penalty: 73281.218750
Iteration 188Q: 22 clusters Score -1.613342e+08 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137076 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 147333 members 
Mstep: Class 4 contains 7908 members 
Mstep: Class 5 contains 16178 members 
Mstep: Class 6 contains 15781 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 9009 members 
Mstep: Class 10 contains 148313 members 
Mstep: Class 11 contains 75206 members 
Mstep: Class 12 contains 76088 members 
Mstep: Class 13 contains 78102 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149374 members 
Mstep: Class 17 contains 127647 members 
Mstep: Class 18 contains 143841 members 
Mstep: Class 19 contains 150815 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334384.000000 Penalty: 73281.218750
Iteration 189Q: 22 clusters Score -1.613344e+08 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136717 members 
Mstep: Class 2 contains 4131 members 
Mstep: Class 3 contains 147058 members 
Mstep: Class 4 contains 7911 members 
Mstep: Class 5 contains 16293 members 
Mstep: Class 6 contains 15743 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 147983 members 
Mstep: Class 11 contains 74849 members 
Mstep: Class 12 contains 76164 members 
Mstep: Class 13 contains 78081 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149567 members 
Mstep: Class 17 contains 126999 members 
Mstep: Class 18 contains 142936 members 
Mstep: Class 19 contains 153355 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334400.000000 Penalty: 73281.218750
Iteration 190Q: 22 clusters Score -1.613344e+08 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136382 members 
Mstep: Class 2 contains 4132 members 
Mstep: Class 3 contains 146761 members 
Mstep: Class 4 contains 7912 members 
Mstep: Class 5 contains 16454 members 
Mstep: Class 6 contains 15691 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 147668 members 
Mstep: Class 11 contains 74515 members 
Mstep: Class 12 contains 76266 members 
Mstep: Class 13 contains 78078 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149858 members 
Mstep: Class 17 contains 126356 members 
Mstep: Class 18 contains 141701 members 
Mstep: Class 19 contains 156002 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334080.000000 Penalty: 73281.218750
Iteration 191Q: 22 clusters Score -1.613341e+08 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136071 members 
Mstep: Class 2 contains 4130 members 
Mstep: Class 3 contains 146473 members 
Mstep: Class 4 contains 7915 members 
Mstep: Class 5 contains 16678 members 
Mstep: Class 6 contains 15632 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 9029 members 
Mstep: Class 10 contains 147471 members 
Mstep: Class 11 contains 74169 members 
Mstep: Class 12 contains 76308 members 
Mstep: Class 13 contains 78078 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150218 members 
Mstep: Class 17 contains 125785 members 
Mstep: Class 18 contains 140305 members 
Mstep: Class 19 contains 158538 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333728.000000 Penalty: 73281.218750
Iteration 192Q: 22 clusters Score -1.613337e+08 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135807 members 
Mstep: Class 2 contains 4130 members 
Mstep: Class 3 contains 146250 members 
Mstep: Class 4 contains 7920 members 
Mstep: Class 5 contains 16909 members 
Mstep: Class 6 contains 15571 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 9030 members 
Mstep: Class 10 contains 147315 members 
Mstep: Class 11 contains 73881 members 
Mstep: Class 12 contains 76333 members 
Mstep: Class 13 contains 78129 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150595 members 
Mstep: Class 17 contains 125308 members 
Mstep: Class 18 contains 138803 members 
Mstep: Class 19 contains 160820 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332592.000000 Penalty: 73281.218750
Iteration 193Q: 22 clusters Score -1.613326e+08 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135646 members 
Mstep: Class 2 contains 4131 members 
Mstep: Class 3 contains 146190 members 
Mstep: Class 4 contains 7923 members 
Mstep: Class 5 contains 17158 members 
Mstep: Class 6 contains 15519 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 9039 members 
Mstep: Class 10 contains 147332 members 
Mstep: Class 11 contains 73625 members 
Mstep: Class 12 contains 76342 members 
Mstep: Class 13 contains 78171 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150895 members 
Mstep: Class 17 contains 124962 members 
Mstep: Class 18 contains 137307 members 
Mstep: Class 19 contains 162566 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331712.000000 Penalty: 73281.218750
Iteration 194Q: 22 clusters Score -1.613317e+08 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135604 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146262 members 
Mstep: Class 4 contains 7923 members 
Mstep: Class 5 contains 17436 members 
Mstep: Class 6 contains 15484 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 9051 members 
Mstep: Class 10 contains 147477 members 
Mstep: Class 11 contains 73374 members 
Mstep: Class 12 contains 76329 members 
Mstep: Class 13 contains 78224 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151110 members 
Mstep: Class 17 contains 124781 members 
Mstep: Class 18 contains 135767 members 
Mstep: Class 19 contains 163857 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331008.000000 Penalty: 73281.218750
Iteration 195Q: 22 clusters Score -1.61331e+08 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135628 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 146362 members 
Mstep: Class 4 contains 7924 members 
Mstep: Class 5 contains 17800 members 
Mstep: Class 6 contains 15440 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 147677 members 
Mstep: Class 11 contains 73163 members 
Mstep: Class 12 contains 76295 members 
Mstep: Class 13 contains 78296 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151249 members 
Mstep: Class 17 contains 124766 members 
Mstep: Class 18 contains 134199 members 
Mstep: Class 19 contains 164814 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330320.000000 Penalty: 73281.218750
Iteration 196Q: 22 clusters Score -1.613303e+08 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 135805 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 146564 members 
Mstep: Class 4 contains 7924 members 
Mstep: Class 5 contains 18168 members 
Mstep: Class 6 contains 15418 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1180 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 147930 members 
Mstep: Class 11 contains 73005 members 
Mstep: Class 12 contains 76252 members 
Mstep: Class 13 contains 78364 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151298 members 
Mstep: Class 17 contains 124802 members 
Mstep: Class 18 contains 132676 members 
Mstep: Class 19 contains 165402 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329712.000000 Penalty: 73281.218750
Iteration 197Q: 22 clusters Score -1.613297e+08 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136085 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146807 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 18583 members 
Mstep: Class 6 contains 15392 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 9072 members 
Mstep: Class 10 contains 148242 members 
Mstep: Class 11 contains 72862 members 
Mstep: Class 12 contains 76206 members 
Mstep: Class 13 contains 78429 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151223 members 
Mstep: Class 17 contains 124867 members 
Mstep: Class 18 contains 131198 members 
Mstep: Class 19 contains 165785 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328784.000000 Penalty: 73281.218750
Iteration 198Q: 22 clusters Score -1.613288e+08 nChanged 5789
Entering ConstructFrom: 
Score: -161328784.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (136425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136425 members 
Entering Unmasked Estep 
Score: -17339966.000000 Penalty: 2932.235596
	Iteration 0F: 2 clusters Score -1.733997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68121 members 
Mstep: Class 2 contains 68304 members 
Entering Unmasked Estep 
Score: -17248566.000000 Penalty: 5864.471191
	Iteration 0F: 3 clusters Score -1.724857e+07 nChanged 65153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 68691 members 
Entering Unmasked Estep 
Score: -17286586.000000 Penalty: 5864.471191
	Iteration 1F: 3 clusters Score -1.728659e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67581 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -17287830.000000 Penalty: 5864.471191
	Iteration 2Q: 3 clusters Score -1.728783e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 68805 members 
Entering Unmasked Estep 
Score: -17289452.000000 Penalty: 5864.471191
	Iteration 3Q: 3 clusters Score -1.728945e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -17291696.000000 Penalty: 5864.471191
	Iteration 4Q: 3 clusters Score -1.72917e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 68029 members 
Entering Unmasked Estep 
Score: -17295026.000000 Penalty: 5864.471191
	Iteration 5Q: 3 clusters Score -1.729503e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69473 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -17299670.000000 Penalty: 5864.471191
	Iteration 6F: 3 clusters Score -1.729967e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71206 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -17305966.000000 Penalty: 5864.471191
	Iteration 7F: 3 clusters Score -1.730597e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -17313040.000000 Penalty: 5864.471191
	Iteration 8F: 3 clusters Score -1.731304e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -17318642.000000 Penalty: 5864.471191
	Iteration 9F: 3 clusters Score -1.731864e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -17321040.000000 Penalty: 5864.471191
	Iteration 10Q: 3 clusters Score -1.732104e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79257 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -17321950.000000 Penalty: 5864.471191
	Iteration 11Q: 3 clusters Score -1.732195e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -17322578.000000 Penalty: 5864.471191
	Iteration 12Q: 3 clusters Score -1.732258e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82621 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -17323172.000000 Penalty: 5864.471191
	Iteration 13Q: 3 clusters Score -1.732317e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84362 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -17323764.000000 Penalty: 5864.471191
	Iteration 14Q: 3 clusters Score -1.732376e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -17324434.000000 Penalty: 5864.471191
	Iteration 15Q: 3 clusters Score -1.732443e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87933 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -17325020.000000 Penalty: 5864.471191
	Iteration 16Q: 3 clusters Score -1.732502e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -17325512.000000 Penalty: 5864.471191
	Iteration 17Q: 3 clusters Score -1.732551e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91367 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -17325982.000000 Penalty: 5864.471191
	Iteration 18Q: 3 clusters Score -1.732598e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93073 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -17326460.000000 Penalty: 5864.471191
	Iteration 19Q: 3 clusters Score -1.732646e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94788 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -17326924.000000 Penalty: 5864.471191
	Iteration 20F: 3 clusters Score -1.732692e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -17327326.000000 Penalty: 5864.471191
	Iteration 21Q: 3 clusters Score -1.732733e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -17327760.000000 Penalty: 5864.471191
	Iteration 22Q: 3 clusters Score -1.732776e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99972 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -17328248.000000 Penalty: 5864.471191
	Iteration 23Q: 3 clusters Score -1.732825e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101684 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -17328640.000000 Penalty: 5864.471191
	Iteration 24Q: 3 clusters Score -1.732864e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103444 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -17329098.000000 Penalty: 5864.471191
	Iteration 25Q: 3 clusters Score -1.73291e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105174 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -17329572.000000 Penalty: 5864.471191
	Iteration 26Q: 3 clusters Score -1.732957e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106903 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -17330026.000000 Penalty: 5864.471191
	Iteration 27Q: 3 clusters Score -1.733003e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108590 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -17330382.000000 Penalty: 5864.471191
	Iteration 28Q: 3 clusters Score -1.733038e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110314 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -17330784.000000 Penalty: 5864.471191
	Iteration 29Q: 3 clusters Score -1.733078e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112012 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -17331220.000000 Penalty: 5864.471191
	Iteration 30Q: 3 clusters Score -1.733122e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113654 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -17331792.000000 Penalty: 5864.471191
	Iteration 31Q: 3 clusters Score -1.733179e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115205 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -17332222.000000 Penalty: 5864.471191
	Iteration 32Q: 3 clusters Score -1.733222e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116672 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -17332630.000000 Penalty: 5864.471191
	Iteration 33Q: 3 clusters Score -1.733263e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118081 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -17333120.000000 Penalty: 5864.471191
	Iteration 34Q: 3 clusters Score -1.733312e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119497 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -17333582.000000 Penalty: 5864.471191
	Iteration 35Q: 3 clusters Score -1.733358e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120837 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -17334012.000000 Penalty: 5864.471191
	Iteration 36Q: 3 clusters Score -1.733401e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122082 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -17334402.000000 Penalty: 5864.471191
	Iteration 37Q: 3 clusters Score -1.73344e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123264 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -17334754.000000 Penalty: 5864.471191
	Iteration 38Q: 3 clusters Score -1.733475e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124353 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -17335060.000000 Penalty: 5864.471191
	Iteration 39Q: 3 clusters Score -1.733506e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125383 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -17335416.000000 Penalty: 5864.471191
	Iteration 40F: 3 clusters Score -1.733542e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126372 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -17335808.000000 Penalty: 5864.471191
	Iteration 41Q: 3 clusters Score -1.733581e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127235 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -17336156.000000 Penalty: 5864.471191
	Iteration 42Q: 3 clusters Score -1.733616e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128019 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -17336434.000000 Penalty: 5864.471191
	Iteration 43Q: 3 clusters Score -1.733643e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128746 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -17336658.000000 Penalty: 5864.471191
	Iteration 44Q: 3 clusters Score -1.733666e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129387 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -17336852.000000 Penalty: 5864.471191
	Iteration 45Q: 3 clusters Score -1.733685e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129996 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -17337036.000000 Penalty: 5864.471191
	Iteration 46Q: 3 clusters Score -1.733704e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130531 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -17337156.000000 Penalty: 5864.471191
	Iteration 47Q: 3 clusters Score -1.733716e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130993 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -17337270.000000 Penalty: 5864.471191
	Iteration 48Q: 3 clusters Score -1.733727e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131415 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -17337374.000000 Penalty: 5864.471191
	Iteration 49Q: 3 clusters Score -1.733737e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131806 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -17337494.000000 Penalty: 5864.471191
	Iteration 50Q: 3 clusters Score -1.733749e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132144 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -17337598.000000 Penalty: 5864.471191
	Iteration 51Q: 3 clusters Score -1.73376e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132419 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -17337666.000000 Penalty: 5864.471191
	Iteration 52Q: 3 clusters Score -1.733767e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132655 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -17337744.000000 Penalty: 5864.471191
	Iteration 53Q: 3 clusters Score -1.733774e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132869 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -17337796.000000 Penalty: 5864.471191
	Iteration 54Q: 3 clusters Score -1.73378e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133045 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -17337808.000000 Penalty: 5864.471191
	Iteration 55Q: 3 clusters Score -1.733781e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133201 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -17337892.000000 Penalty: 5864.471191
	Iteration 56Q: 3 clusters Score -1.733789e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133321 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -17337944.000000 Penalty: 5864.471191
	Iteration 57Q: 3 clusters Score -1.733794e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133434 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -17337962.000000 Penalty: 5864.471191
	Iteration 58Q: 3 clusters Score -1.733796e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133534 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -17337958.000000 Penalty: 5864.471191
	Iteration 59Q: 3 clusters Score -1.733796e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133609 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -17337996.000000 Penalty: 5864.471191
	Iteration 60F: 3 clusters Score -1.7338e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133677 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -17337968.000000 Penalty: 5864.471191
	Iteration 61Q: 3 clusters Score -1.733797e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133735 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -17337966.000000 Penalty: 5864.471191
	Iteration 62Q: 3 clusters Score -1.733797e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133789 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -17337996.000000 Penalty: 5864.471191
	Iteration 63Q: 3 clusters Score -1.7338e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133834 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -17338042.000000 Penalty: 5864.471191
	Iteration 64Q: 3 clusters Score -1.733804e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133886 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -17338044.000000 Penalty: 5864.471191
	Iteration 65Q: 3 clusters Score -1.733804e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133935 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -17338048.000000 Penalty: 5864.471191
	Iteration 66Q: 3 clusters Score -1.733805e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133974 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -17338042.000000 Penalty: 5864.471191
	Iteration 67Q: 3 clusters Score -1.733804e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134007 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -17338074.000000 Penalty: 5864.471191
	Iteration 68Q: 3 clusters Score -1.733807e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134034 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -17338062.000000 Penalty: 5864.471191
	Iteration 69Q: 3 clusters Score -1.733806e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134065 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -17338088.000000 Penalty: 5864.471191
	Iteration 70Q: 3 clusters Score -1.733809e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134096 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -17338076.000000 Penalty: 5864.471191
	Iteration 71Q: 3 clusters Score -1.733808e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134121 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -17338080.000000 Penalty: 5864.471191
	Iteration 72Q: 3 clusters Score -1.733808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134140 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -17338092.000000 Penalty: 5864.471191
	Iteration 73Q: 3 clusters Score -1.733809e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134160 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -17338110.000000 Penalty: 5864.471191
	Iteration 74Q: 3 clusters Score -1.733811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134179 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -17338098.000000 Penalty: 5864.471191
	Iteration 75Q: 3 clusters Score -1.73381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134198 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -17338114.000000 Penalty: 5864.471191
	Iteration 76Q: 3 clusters Score -1.733811e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134219 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -17338110.000000 Penalty: 5864.471191
	Iteration 77Q: 3 clusters Score -1.733811e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134234 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -17338104.000000 Penalty: 5864.471191
	Iteration 78Q: 3 clusters Score -1.73381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134247 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -17338094.000000 Penalty: 5864.471191
	Iteration 79Q: 3 clusters Score -1.733809e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134263 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -17338082.000000 Penalty: 5864.471191
	Iteration 80F: 3 clusters Score -1.733808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134272 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -17338092.000000 Penalty: 5864.471191
	Iteration 81Q: 3 clusters Score -1.733809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134280 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -17338096.000000 Penalty: 5864.471191
	Iteration 82Q: 3 clusters Score -1.73381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134286 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -17338086.000000 Penalty: 5864.471191
	Iteration 83Q: 3 clusters Score -1.733809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134290 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -17338088.000000 Penalty: 5864.471191
	Iteration 84Q: 3 clusters Score -1.733809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134290 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -17338088.000000 Penalty: 5864.471191
	Iteration 85F: 3 clusters Score -1.733809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Entering Unmasked Estep 
Score: -510417.406250 Penalty: 2064.675781
	Iteration 0F: 2 clusters Score -510417.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -506432.718750 Penalty: 4129.351562
	Iteration 0F: 3 clusters Score -506432.7 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -507450.968750 Penalty: 4129.351562
	Iteration 1F: 3 clusters Score -507451 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -507736.593750 Penalty: 4129.351562
	Iteration 2F: 3 clusters Score -507736.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -508023.093750 Penalty: 4129.351562
	Iteration 3F: 3 clusters Score -508023.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -508320.000000 Penalty: 4129.351562
	Iteration 4F: 3 clusters Score -508320 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -508763.375000 Penalty: 4129.351562
	Iteration 5F: 3 clusters Score -508763.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -509379.125000 Penalty: 4129.351562
	Iteration 6F: 3 clusters Score -509379.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -509997.218750 Penalty: 4129.351562
	Iteration 7F: 3 clusters Score -509997.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -510523.250000 Penalty: 4129.351562
	Iteration 8F: 3 clusters Score -510523.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -510851.718750 Penalty: 4129.351562
	Iteration 9Q: 3 clusters Score -510851.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -510946.500000 Penalty: 4129.351562
	Iteration 10Q: 3 clusters Score -510946.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -510966.468750 Penalty: 4129.351562
	Iteration 11Q: 3 clusters Score -510966.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -510974.000000 Penalty: 4129.351562
	Iteration 12Q: 3 clusters Score -510974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -510977.437500 Penalty: 4129.351562
	Iteration 13Q: 3 clusters Score -510977.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -510979.562500 Penalty: 4129.351562
	Iteration 14Q: 3 clusters Score -510979.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -510980.843750 Penalty: 4129.351562
	Iteration 15Q: 3 clusters Score -510980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -510981.843750 Penalty: 4129.351562
	Iteration 16Q: 3 clusters Score -510981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -510981.906250 Penalty: 4129.351562
	Iteration 17Q: 3 clusters Score -510981.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -510982.000000 Penalty: 4129.351562
	Iteration 18Q: 3 clusters Score -510982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -510982.000000 Penalty: 4129.351562
	Iteration 19F: 3 clusters Score -510982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136425 members 
Mstep: Class 2 contains 2161 members 
Mstep: Class 3 contains 147019 members 
Mstep: Class 4 contains 7927 members 
Mstep: Class 5 contains 19016 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 9074 members 
Mstep: Class 10 contains 148575 members 
Mstep: Class 11 contains 72752 members 
Mstep: Class 12 contains 76156 members 
Mstep: Class 13 contains 78480 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151122 members 
Mstep: Class 17 contains 124958 members 
Mstep: Class 18 contains 129855 members 
Mstep: Class 19 contains 165935 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 1966 members 
Entering Unmasked Estep 
Score: -161327408.000000 Penalty: 76770.804688
Splitting cluster 2 changes total score from -161328784.000000 to -161327408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (147019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147019 members 
Entering Unmasked Estep 
Score: -18943334.000000 Penalty: 2950.782715
	Iteration 0F: 2 clusters Score -1.894333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73084 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -18849486.000000 Penalty: 5901.565430
	Iteration 0F: 3 clusters Score -1.884949e+07 nChanged 70095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66729 members 
Mstep: Class 2 contains 80290 members 
Entering Unmasked Estep 
Score: -18890276.000000 Penalty: 5901.565430
	Iteration 1F: 3 clusters Score -1.889028e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 84036 members 
Entering Unmasked Estep 
Score: -18891684.000000 Penalty: 5901.565430
	Iteration 2Q: 3 clusters Score -1.889168e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 89593 members 
Entering Unmasked Estep 
Score: -18894080.000000 Penalty: 5901.565430
	Iteration 3Q: 3 clusters Score -1.889408e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 97317 members 
Entering Unmasked Estep 
Score: -18898466.000000 Penalty: 5901.565430
	Iteration 4F: 3 clusters Score -1.889847e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 107057 members 
Entering Unmasked Estep 
Score: -18904898.000000 Penalty: 5901.565430
	Iteration 5F: 3 clusters Score -1.89049e+07 nChanged 11094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 117947 members 
Entering Unmasked Estep 
Score: -18913388.000000 Penalty: 5901.565430
	Iteration 6F: 3 clusters Score -1.891339e+07 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 127979 members 
Entering Unmasked Estep 
Score: -18922358.000000 Penalty: 5901.565430
	Iteration 7F: 3 clusters Score -1.892236e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 135344 members 
Entering Unmasked Estep 
Score: -18929356.000000 Penalty: 5901.565430
	Iteration 8F: 3 clusters Score -1.892936e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 139925 members 
Entering Unmasked Estep 
Score: -18934128.000000 Penalty: 5901.565430
	Iteration 9Q: 3 clusters Score -1.893413e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 142774 members 
Entering Unmasked Estep 
Score: -18936806.000000 Penalty: 5901.565430
	Iteration 10Q: 3 clusters Score -1.893681e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 144415 members 
Entering Unmasked Estep 
Score: -18938318.000000 Penalty: 5901.565430
	Iteration 11Q: 3 clusters Score -1.893832e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 145358 members 
Entering Unmasked Estep 
Score: -18939254.000000 Penalty: 5901.565430
	Iteration 12Q: 3 clusters Score -1.893925e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 145842 members 
Entering Unmasked Estep 
Score: -18939740.000000 Penalty: 5901.565430
	Iteration 13Q: 3 clusters Score -1.893974e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 146099 members 
Entering Unmasked Estep 
Score: -18940028.000000 Penalty: 5901.565430
	Iteration 14Q: 3 clusters Score -1.894003e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 146245 members 
Entering Unmasked Estep 
Score: -18940204.000000 Penalty: 5901.565430
	Iteration 15Q: 3 clusters Score -1.89402e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 146334 members 
Entering Unmasked Estep 
Score: -18940340.000000 Penalty: 5901.565430
	Iteration 16Q: 3 clusters Score -1.894034e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 146392 members 
Entering Unmasked Estep 
Score: -18940440.000000 Penalty: 5901.565430
	Iteration 17Q: 3 clusters Score -1.894044e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 146414 members 
Entering Unmasked Estep 
Score: -18940474.000000 Penalty: 5901.565430
	Iteration 18Q: 3 clusters Score -1.894047e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 146446 members 
Entering Unmasked Estep 
Score: -18940512.000000 Penalty: 5901.565430
	Iteration 19Q: 3 clusters Score -1.894051e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 146468 members 
Entering Unmasked Estep 
Score: -18940540.000000 Penalty: 5901.565430
	Iteration 20F: 3 clusters Score -1.894054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 146477 members 
Entering Unmasked Estep 
Score: -18940540.000000 Penalty: 5901.565430
	Iteration 21Q: 3 clusters Score -1.894054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 146484 members 
Entering Unmasked Estep 
Score: -18940560.000000 Penalty: 5901.565430
	Iteration 22Q: 3 clusters Score -1.894056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 146492 members 
Entering Unmasked Estep 
Score: -18940560.000000 Penalty: 5901.565430
	Iteration 23Q: 3 clusters Score -1.894056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 146499 members 
Entering Unmasked Estep 
Score: -18940544.000000 Penalty: 5901.565430
	Iteration 24Q: 3 clusters Score -1.894054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 146504 members 
Entering Unmasked Estep 
Score: -18940556.000000 Penalty: 5901.565430
	Iteration 25Q: 3 clusters Score -1.894056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 146506 members 
Entering Unmasked Estep 
Score: -18940550.000000 Penalty: 5901.565430
	Iteration 26Q: 3 clusters Score -1.894055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 146508 members 
Entering Unmasked Estep 
Score: -18940562.000000 Penalty: 5901.565430
	Iteration 27Q: 3 clusters Score -1.894056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 146512 members 
Entering Unmasked Estep 
Score: -18940568.000000 Penalty: 5901.565430
	Iteration 28Q: 3 clusters Score -1.894057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 146514 members 
Entering Unmasked Estep 
Score: -18940582.000000 Penalty: 5901.565430
	Iteration 29Q: 3 clusters Score -1.894058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 146515 members 
Entering Unmasked Estep 
Score: -18940582.000000 Penalty: 5901.565430
	Iteration 30Q: 3 clusters Score -1.894058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 146514 members 
Entering Unmasked Estep 
Score: -18940592.000000 Penalty: 5901.565430
	Iteration 31Q: 3 clusters Score -1.894059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 146511 members 
Entering Unmasked Estep 
Score: -18940592.000000 Penalty: 5901.565430
	Iteration 32Q: 3 clusters Score -1.894059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 146512 members 
Entering Unmasked Estep 
Score: -18940596.000000 Penalty: 5901.565430
	Iteration 33Q: 3 clusters Score -1.89406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 146513 members 
Entering Unmasked Estep 
Score: -18940596.000000 Penalty: 5901.565430
	Iteration 34Q: 3 clusters Score -1.89406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 146514 members 
Entering Unmasked Estep 
Score: -18940592.000000 Penalty: 5901.565430
	Iteration 35Q: 3 clusters Score -1.894059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 146515 members 
Entering Unmasked Estep 
Score: -18940596.000000 Penalty: 5901.565430
	Iteration 36Q: 3 clusters Score -1.89406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 146514 members 
Entering Unmasked Estep 
Score: -18940602.000000 Penalty: 5901.565430
	Iteration 37Q: 3 clusters Score -1.89406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 146513 members 
Entering Unmasked Estep 
Score: -18940610.000000 Penalty: 5901.565430
	Iteration 38Q: 3 clusters Score -1.894061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 146513 members 
Entering Unmasked Estep 
Score: -18940610.000000 Penalty: 5901.565430
	Iteration 39F: 3 clusters Score -1.894061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Entering Unmasked Estep 
Score: -955999.062500 Penalty: 2226.551514
	Iteration 0F: 2 clusters Score -955999.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -949604.500000 Penalty: 4453.103027
	Iteration 0F: 3 clusters Score -949604.5 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -951310.812500 Penalty: 4453.103027
	Iteration 1F: 3 clusters Score -951310.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -951634.250000 Penalty: 4453.103027
	Iteration 2F: 3 clusters Score -951634.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -951956.500000 Penalty: 4453.103027
	Iteration 3F: 3 clusters Score -951956.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -952314.750000 Penalty: 4453.103027
	Iteration 4F: 3 clusters Score -952314.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -952611.187500 Penalty: 4453.103027
	Iteration 5Q: 3 clusters Score -952611.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -952837.625000 Penalty: 4453.103027
	Iteration 6Q: 3 clusters Score -952837.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -953000.250000 Penalty: 4453.103027
	Iteration 7Q: 3 clusters Score -953000.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -953130.062500 Penalty: 4453.103027
	Iteration 8Q: 3 clusters Score -953130.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -953259.187500 Penalty: 4453.103027
	Iteration 9Q: 3 clusters Score -953259.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -953392.937500 Penalty: 4453.103027
	Iteration 10Q: 3 clusters Score -953392.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -953528.500000 Penalty: 4453.103027
	Iteration 11Q: 3 clusters Score -953528.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -953667.312500 Penalty: 4453.103027
	Iteration 12Q: 3 clusters Score -953667.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -953804.125000 Penalty: 4453.103027
	Iteration 13Q: 3 clusters Score -953804.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -953935.312500 Penalty: 4453.103027
	Iteration 14Q: 3 clusters Score -953935.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -954060.437500 Penalty: 4453.103027
	Iteration 15Q: 3 clusters Score -954060.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -954196.500000 Penalty: 4453.103027
	Iteration 16Q: 3 clusters Score -954196.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -954309.937500 Penalty: 4453.103027
	Iteration 17Q: 3 clusters Score -954309.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -954379.125000 Penalty: 4453.103027
	Iteration 18Q: 3 clusters Score -954379.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -954433.125000 Penalty: 4453.103027
	Iteration 19Q: 3 clusters Score -954433.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -954481.500000 Penalty: 4453.103027
	Iteration 20F: 3 clusters Score -954481.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -954528.437500 Penalty: 4453.103027
	Iteration 21Q: 3 clusters Score -954528.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -954562.312500 Penalty: 4453.103027
	Iteration 22Q: 3 clusters Score -954562.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -954591.062500 Penalty: 4453.103027
	Iteration 23Q: 3 clusters Score -954591.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -954608.500000 Penalty: 4453.103027
	Iteration 24Q: 3 clusters Score -954608.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -954623.125000 Penalty: 4453.103027
	Iteration 25Q: 3 clusters Score -954623.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -954635.187500 Penalty: 4453.103027
	Iteration 26Q: 3 clusters Score -954635.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -954647.750000 Penalty: 4453.103027
	Iteration 27Q: 3 clusters Score -954647.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -954663.187500 Penalty: 4453.103027
	Iteration 28Q: 3 clusters Score -954663.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -954674.187500 Penalty: 4453.103027
	Iteration 29Q: 3 clusters Score -954674.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -954684.312500 Penalty: 4453.103027
	Iteration 30Q: 3 clusters Score -954684.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -954690.125000 Penalty: 4453.103027
	Iteration 31Q: 3 clusters Score -954690.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -954702.375000 Penalty: 4453.103027
	Iteration 32Q: 3 clusters Score -954702.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -954716.062500 Penalty: 4453.103027
	Iteration 33Q: 3 clusters Score -954716.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -954732.562500 Penalty: 4453.103027
	Iteration 34Q: 3 clusters Score -954732.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -954748.250000 Penalty: 4453.103027
	Iteration 35Q: 3 clusters Score -954748.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -954767.125000 Penalty: 4453.103027
	Iteration 36Q: 3 clusters Score -954767.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -954778.687500 Penalty: 4453.103027
	Iteration 37Q: 3 clusters Score -954778.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -954787.687500 Penalty: 4453.103027
	Iteration 38Q: 3 clusters Score -954787.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -954793.375000 Penalty: 4453.103027
	Iteration 39Q: 3 clusters Score -954793.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -954795.187500 Penalty: 4453.103027
	Iteration 40F: 3 clusters Score -954795.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -954799.937500 Penalty: 4453.103027
	Iteration 41Q: 3 clusters Score -954799.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -954804.187500 Penalty: 4453.103027
	Iteration 42Q: 3 clusters Score -954804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -954805.062500 Penalty: 4453.103027
	Iteration 43Q: 3 clusters Score -954805.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -954806.437500 Penalty: 4453.103027
	Iteration 44Q: 3 clusters Score -954806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -954808.437500 Penalty: 4453.103027
	Iteration 45Q: 3 clusters Score -954808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -954808.937500 Penalty: 4453.103027
	Iteration 46Q: 3 clusters Score -954808.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -954808.687500 Penalty: 4453.103027
	Iteration 47Q: 3 clusters Score -954808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -954810.562500 Penalty: 4453.103027
	Iteration 48Q: 3 clusters Score -954810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -954810.812500 Penalty: 4453.103027
	Iteration 49Q: 3 clusters Score -954810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -954811.250000 Penalty: 4453.103027
	Iteration 50Q: 3 clusters Score -954811.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -954811.250000 Penalty: 4453.103027
	Iteration 51F: 3 clusters Score -954811.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Entering Unmasked Estep 
Score: -2508469.750000 Penalty: 2443.552979
	Iteration 0F: 2 clusters Score -2508470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2495084.250000 Penalty: 4887.105957
	Iteration 0F: 3 clusters Score -2495084 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2499311.750000 Penalty: 4887.105957
	Iteration 1F: 3 clusters Score -2499312 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2499599.500000 Penalty: 4887.105957
	Iteration 2Q: 3 clusters Score -2499600 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2499823.750000 Penalty: 4887.105957
	Iteration 3Q: 3 clusters Score -2499824 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2500036.000000 Penalty: 4887.105957
	Iteration 4Q: 3 clusters Score -2500036 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2500238.750000 Penalty: 4887.105957
	Iteration 5Q: 3 clusters Score -2500239 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2500462.000000 Penalty: 4887.105957
	Iteration 6Q: 3 clusters Score -2500462 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2500781.500000 Penalty: 4887.105957
	Iteration 7Q: 3 clusters Score -2500782 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2501247.500000 Penalty: 4887.105957
	Iteration 8Q: 3 clusters Score -2501248 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2501900.500000 Penalty: 4887.105957
	Iteration 9F: 3 clusters Score -2501900 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2502777.000000 Penalty: 4887.105957
	Iteration 10F: 3 clusters Score -2502777 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2503756.750000 Penalty: 4887.105957
	Iteration 11F: 3 clusters Score -2503757 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2504614.750000 Penalty: 4887.105957
	Iteration 12F: 3 clusters Score -2504615 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2505278.000000 Penalty: 4887.105957
	Iteration 13Q: 3 clusters Score -2505278 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2505686.500000 Penalty: 4887.105957
	Iteration 14Q: 3 clusters Score -2505686 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2505927.250000 Penalty: 4887.105957
	Iteration 15Q: 3 clusters Score -2505927 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2506066.000000 Penalty: 4887.105957
	Iteration 16Q: 3 clusters Score -2506066 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2506143.000000 Penalty: 4887.105957
	Iteration 17Q: 3 clusters Score -2506143 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2506194.250000 Penalty: 4887.105957
	Iteration 18Q: 3 clusters Score -2506194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2506224.000000 Penalty: 4887.105957
	Iteration 19Q: 3 clusters Score -2506224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2506233.750000 Penalty: 4887.105957
	Iteration 20F: 3 clusters Score -2506234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2506242.500000 Penalty: 4887.105957
	Iteration 21Q: 3 clusters Score -2506242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2506248.000000 Penalty: 4887.105957
	Iteration 22Q: 3 clusters Score -2506248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2506251.250000 Penalty: 4887.105957
	Iteration 23Q: 3 clusters Score -2506251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2506253.250000 Penalty: 4887.105957
	Iteration 24Q: 3 clusters Score -2506253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2506255.500000 Penalty: 4887.105957
	Iteration 25Q: 3 clusters Score -2506256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2506257.000000 Penalty: 4887.105957
	Iteration 26Q: 3 clusters Score -2506257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2506259.750000 Penalty: 4887.105957
	Iteration 27Q: 3 clusters Score -2506260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2506263.750000 Penalty: 4887.105957
	Iteration 28Q: 3 clusters Score -2506264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2506273.000000 Penalty: 4887.105957
	Iteration 29Q: 3 clusters Score -2506273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2506271.000000 Penalty: 4887.105957
	Iteration 30Q: 3 clusters Score -2506271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2506277.750000 Penalty: 4887.105957
	Iteration 31Q: 3 clusters Score -2506278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2506275.500000 Penalty: 4887.105957
	Iteration 32Q: 3 clusters Score -2506276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2506275.500000 Penalty: 4887.105957
	Iteration 33F: 3 clusters Score -2506276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Entering Unmasked Estep 
Score: -1978161.000000 Penalty: 2390.940186
	Iteration 0F: 2 clusters Score -1978161 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 7622 members 
Entering Unmasked Estep 
Score: -1966997.250000 Penalty: 4781.880371
	Iteration 0F: 3 clusters Score -1966997 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1970533.375000 Penalty: 4781.880371
	Iteration 1F: 3 clusters Score -1970533 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1970911.375000 Penalty: 4781.880371
	Iteration 2F: 3 clusters Score -1970911 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1971237.875000 Penalty: 4781.880371
	Iteration 3Q: 3 clusters Score -1971238 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1971518.125000 Penalty: 4781.880371
	Iteration 4Q: 3 clusters Score -1971518 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1971819.875000 Penalty: 4781.880371
	Iteration 5Q: 3 clusters Score -1971820 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1972102.125000 Penalty: 4781.880371
	Iteration 6Q: 3 clusters Score -1972102 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1972388.625000 Penalty: 4781.880371
	Iteration 7Q: 3 clusters Score -1972389 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1972669.625000 Penalty: 4781.880371
	Iteration 8Q: 3 clusters Score -1972670 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1972982.250000 Penalty: 4781.880371
	Iteration 9Q: 3 clusters Score -1972982 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1973316.625000 Penalty: 4781.880371
	Iteration 10Q: 3 clusters Score -1973317 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1973678.875000 Penalty: 4781.880371
	Iteration 11Q: 3 clusters Score -1973679 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1974022.500000 Penalty: 4781.880371
	Iteration 12Q: 3 clusters Score -1974022 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1974331.375000 Penalty: 4781.880371
	Iteration 13Q: 3 clusters Score -1974331 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1974573.250000 Penalty: 4781.880371
	Iteration 14Q: 3 clusters Score -1974573 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1974731.125000 Penalty: 4781.880371
	Iteration 15Q: 3 clusters Score -1974731 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1974805.000000 Penalty: 4781.880371
	Iteration 16Q: 3 clusters Score -1974805 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1974845.750000 Penalty: 4781.880371
	Iteration 17Q: 3 clusters Score -1974846 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1974862.750000 Penalty: 4781.880371
	Iteration 18Q: 3 clusters Score -1974863 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1974876.500000 Penalty: 4781.880371
	Iteration 19Q: 3 clusters Score -1974876 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1974887.250000 Penalty: 4781.880371
	Iteration 20F: 3 clusters Score -1974887 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1974895.125000 Penalty: 4781.880371
	Iteration 21Q: 3 clusters Score -1974895 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1974898.000000 Penalty: 4781.880371
	Iteration 22Q: 3 clusters Score -1974898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1974902.875000 Penalty: 4781.880371
	Iteration 23Q: 3 clusters Score -1974903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1974908.250000 Penalty: 4781.880371
	Iteration 24Q: 3 clusters Score -1974908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1974908.375000 Penalty: 4781.880371
	Iteration 25Q: 3 clusters Score -1974908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1974907.000000 Penalty: 4781.880371
	Iteration 26Q: 3 clusters Score -1974907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1974912.500000 Penalty: 4781.880371
	Iteration 27Q: 3 clusters Score -1974912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1974911.125000 Penalty: 4781.880371
	Iteration 28Q: 3 clusters Score -1974911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1974911.750000 Penalty: 4781.880371
	Iteration 29Q: 3 clusters Score -1974912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1974913.250000 Penalty: 4781.880371
	Iteration 30Q: 3 clusters Score -1974913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1974915.250000 Penalty: 4781.880371
	Iteration 31Q: 3 clusters Score -1974915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1974915.125000 Penalty: 4781.880371
	Iteration 32Q: 3 clusters Score -1974915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1974917.500000 Penalty: 4781.880371
	Iteration 33Q: 3 clusters Score -1974918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1974917.875000 Penalty: 4781.880371
	Iteration 34Q: 3 clusters Score -1974918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1974913.875000 Penalty: 4781.880371
	Iteration 35Q: 3 clusters Score -1974914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1974917.125000 Penalty: 4781.880371
	Iteration 36Q: 3 clusters Score -1974917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1974919.000000 Penalty: 4781.880371
	Iteration 37Q: 3 clusters Score -1974919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1974920.250000 Penalty: 4781.880371
	Iteration 38Q: 3 clusters Score -1974920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1974925.250000 Penalty: 4781.880371
	Iteration 39Q: 3 clusters Score -1974925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1974927.625000 Penalty: 4781.880371
	Iteration 40F: 3 clusters Score -1974928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1974927.000000 Penalty: 4781.880371
	Iteration 41Q: 3 clusters Score -1974927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1974932.125000 Penalty: 4781.880371
	Iteration 42Q: 3 clusters Score -1974932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1974932.125000 Penalty: 4781.880371
	Iteration 43Q: 3 clusters Score -1974932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1974927.250000 Penalty: 4781.880371
	Iteration 44Q: 3 clusters Score -1974927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1974928.375000 Penalty: 4781.880371
	Iteration 45Q: 3 clusters Score -1974928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1974930.875000 Penalty: 4781.880371
	Iteration 46Q: 3 clusters Score -1974931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1974933.250000 Penalty: 4781.880371
	Iteration 47Q: 3 clusters Score -1974933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1974929.125000 Penalty: 4781.880371
	Iteration 48Q: 3 clusters Score -1974929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1974928.250000 Penalty: 4781.880371
	Iteration 49Q: 3 clusters Score -1974928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1974926.875000 Penalty: 4781.880371
	Iteration 50Q: 3 clusters Score -1974927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1974926.625000 Penalty: 4781.880371
	Iteration 51Q: 3 clusters Score -1974927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1974933.250000 Penalty: 4781.880371
	Iteration 52Q: 3 clusters Score -1974933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1974932.125000 Penalty: 4781.880371
	Iteration 53Q: 3 clusters Score -1974932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1974930.500000 Penalty: 4781.880371
	Iteration 54Q: 3 clusters Score -1974930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1974935.625000 Penalty: 4781.880371
	Iteration 55Q: 3 clusters Score -1974936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1974937.625000 Penalty: 4781.880371
	Iteration 56Q: 3 clusters Score -1974938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1974936.375000 Penalty: 4781.880371
	Iteration 57Q: 3 clusters Score -1974936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1974936.375000 Penalty: 4781.880371
	Iteration 58F: 3 clusters Score -1974936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -46010.285156 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -46010.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44519.164062 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -44519.16 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44696.820312 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -44696.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44752.863281 Penalty: 3007.637451
	Iteration 2Q: 3 clusters Score -44752.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44806.097656 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -44806.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44831.226562 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -44831.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44845.730469 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -44845.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44873.265625 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -44873.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44918.375000 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -44918.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44960.234375 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -44960.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44997.683594 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -44997.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45026.562500 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -45026.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45055.019531 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -45055.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45124.011719 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -45124.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45226.203125 Penalty: 3007.637451
	Iteration 13Q: 3 clusters Score -45226.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45374.980469 Penalty: 3007.637451
	Iteration 14Q: 3 clusters Score -45374.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45453.593750 Penalty: 3007.637451
	Iteration 15Q: 3 clusters Score -45453.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45540.437500 Penalty: 3007.637451
	Iteration 16Q: 3 clusters Score -45540.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45586.203125 Penalty: 3007.637451
	Iteration 17Q: 3 clusters Score -45586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45603.867188 Penalty: 3007.637451
	Iteration 18Q: 3 clusters Score -45603.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45617.906250 Penalty: 3007.637451
	Iteration 19Q: 3 clusters Score -45617.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45629.996094 Penalty: 3007.637451
	Iteration 20F: 3 clusters Score -45630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45636.460938 Penalty: 3007.637451
	Iteration 21Q: 3 clusters Score -45636.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45640.550781 Penalty: 3007.637451
	Iteration 22Q: 3 clusters Score -45640.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45640.550781 Penalty: 3007.637451
	Iteration 23F: 3 clusters Score -45640.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -135011.046875 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -135011 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 576 members 
Entering Unmasked Estep 
Score: -133039.312500 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -133039.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -133560.390625 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -133560.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -133793.515625 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -133793.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -134019.578125 Penalty: 3509.181641
	Iteration 3F: 3 clusters Score -134019.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -134185.781250 Penalty: 3509.181641
	Iteration 4F: 3 clusters Score -134185.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -134357.234375 Penalty: 3509.181641
	Iteration 5F: 3 clusters Score -134357.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -134474.718750 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -134474.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -134525.687500 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -134525.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -134549.765625 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -134549.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -134561.781250 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -134561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -134572.640625 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -134572.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -134576.093750 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -134576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -134578.718750 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -134578.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -134580.781250 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -134580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -134581.718750 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -134581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -134582.046875 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -134582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -134582.046875 Penalty: 3509.181641
	Iteration 16F: 3 clusters Score -134582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Entering Unmasked Estep 
Score: -1102214.375000 Penalty: 2260.065918
	Iteration 0F: 2 clusters Score -1102214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1095072.000000 Penalty: 4520.131836
	Iteration 0F: 3 clusters Score -1095072 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1097124.250000 Penalty: 4520.131836
	Iteration 1F: 3 clusters Score -1097124 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1097541.125000 Penalty: 4520.131836
	Iteration 2F: 3 clusters Score -1097541 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1097907.750000 Penalty: 4520.131836
	Iteration 3F: 3 clusters Score -1097908 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1098300.625000 Penalty: 4520.131836
	Iteration 4F: 3 clusters Score -1098301 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1098767.250000 Penalty: 4520.131836
	Iteration 5F: 3 clusters Score -1098767 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1099292.500000 Penalty: 4520.131836
	Iteration 6F: 3 clusters Score -1099292 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1099776.875000 Penalty: 4520.131836
	Iteration 7F: 3 clusters Score -1099777 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1100105.375000 Penalty: 4520.131836
	Iteration 8Q: 3 clusters Score -1100105 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1100375.500000 Penalty: 4520.131836
	Iteration 9Q: 3 clusters Score -1100376 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1100607.375000 Penalty: 4520.131836
	Iteration 10Q: 3 clusters Score -1100607 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1100775.125000 Penalty: 4520.131836
	Iteration 11Q: 3 clusters Score -1100775 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1100912.625000 Penalty: 4520.131836
	Iteration 12Q: 3 clusters Score -1100913 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1101061.875000 Penalty: 4520.131836
	Iteration 13Q: 3 clusters Score -1101062 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1101208.875000 Penalty: 4520.131836
	Iteration 14Q: 3 clusters Score -1101209 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1101355.875000 Penalty: 4520.131836
	Iteration 15Q: 3 clusters Score -1101356 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1101470.250000 Penalty: 4520.131836
	Iteration 16Q: 3 clusters Score -1101470 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1101575.250000 Penalty: 4520.131836
	Iteration 17Q: 3 clusters Score -1101575 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1101656.875000 Penalty: 4520.131836
	Iteration 18Q: 3 clusters Score -1101657 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1101717.500000 Penalty: 4520.131836
	Iteration 19Q: 3 clusters Score -1101718 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1101765.250000 Penalty: 4520.131836
	Iteration 20F: 3 clusters Score -1101765 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1101803.750000 Penalty: 4520.131836
	Iteration 21Q: 3 clusters Score -1101804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1101831.500000 Penalty: 4520.131836
	Iteration 22Q: 3 clusters Score -1101832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1101854.875000 Penalty: 4520.131836
	Iteration 23Q: 3 clusters Score -1101855 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1101871.625000 Penalty: 4520.131836
	Iteration 24Q: 3 clusters Score -1101872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1101881.375000 Penalty: 4520.131836
	Iteration 25Q: 3 clusters Score -1101881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1101892.000000 Penalty: 4520.131836
	Iteration 26Q: 3 clusters Score -1101892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1101897.625000 Penalty: 4520.131836
	Iteration 27Q: 3 clusters Score -1101898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1101899.500000 Penalty: 4520.131836
	Iteration 28Q: 3 clusters Score -1101900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1101904.750000 Penalty: 4520.131836
	Iteration 29Q: 3 clusters Score -1101905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1101903.750000 Penalty: 4520.131836
	Iteration 30Q: 3 clusters Score -1101904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1101906.000000 Penalty: 4520.131836
	Iteration 31Q: 3 clusters Score -1101906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1101905.375000 Penalty: 4520.131836
	Iteration 32Q: 3 clusters Score -1101905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1101906.500000 Penalty: 4520.131836
	Iteration 33Q: 3 clusters Score -1101906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1101907.375000 Penalty: 4520.131836
	Iteration 34Q: 3 clusters Score -1101907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1101908.375000 Penalty: 4520.131836
	Iteration 35Q: 3 clusters Score -1101908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1101911.000000 Penalty: 4520.131836
	Iteration 36Q: 3 clusters Score -1101911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1101913.500000 Penalty: 4520.131836
	Iteration 37Q: 3 clusters Score -1101914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1101916.625000 Penalty: 4520.131836
	Iteration 38Q: 3 clusters Score -1101917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1101918.750000 Penalty: 4520.131836
	Iteration 39Q: 3 clusters Score -1101919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1101916.625000 Penalty: 4520.131836
	Iteration 40F: 3 clusters Score -1101917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1101919.000000 Penalty: 4520.131836
	Iteration 41Q: 3 clusters Score -1101919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1101919.875000 Penalty: 4520.131836
	Iteration 42Q: 3 clusters Score -1101920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1101923.000000 Penalty: 4520.131836
	Iteration 43Q: 3 clusters Score -1101923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1101925.625000 Penalty: 4520.131836
	Iteration 44Q: 3 clusters Score -1101926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1101927.250000 Penalty: 4520.131836
	Iteration 45Q: 3 clusters Score -1101927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1101924.625000 Penalty: 4520.131836
	Iteration 46Q: 3 clusters Score -1101925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1101926.625000 Penalty: 4520.131836
	Iteration 47Q: 3 clusters Score -1101927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1101924.875000 Penalty: 4520.131836
	Iteration 48Q: 3 clusters Score -1101925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1101927.250000 Penalty: 4520.131836
	Iteration 49Q: 3 clusters Score -1101927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1101929.000000 Penalty: 4520.131836
	Iteration 50Q: 3 clusters Score -1101929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1101930.625000 Penalty: 4520.131836
	Iteration 51Q: 3 clusters Score -1101931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1101929.250000 Penalty: 4520.131836
	Iteration 52Q: 3 clusters Score -1101929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1101929.750000 Penalty: 4520.131836
	Iteration 53Q: 3 clusters Score -1101930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1101930.000000 Penalty: 4520.131836
	Iteration 54Q: 3 clusters Score -1101930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1101930.250000 Penalty: 4520.131836
	Iteration 55Q: 3 clusters Score -1101930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1101932.125000 Penalty: 4520.131836
	Iteration 56Q: 3 clusters Score -1101932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1101931.000000 Penalty: 4520.131836
	Iteration 57Q: 3 clusters Score -1101931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1101932.000000 Penalty: 4520.131836
	Iteration 58Q: 3 clusters Score -1101932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1101932.000000 Penalty: 4520.131836
	Iteration 59F: 3 clusters Score -1101932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (148575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148575 members 
Entering Unmasked Estep 
Score: -19031086.000000 Penalty: 2953.393555
	Iteration 0F: 2 clusters Score -1.903109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74225 members 
Mstep: Class 2 contains 74350 members 
Entering Unmasked Estep 
Score: -18935022.000000 Penalty: 5906.787109
	Iteration 0F: 3 clusters Score -1.893502e+07 nChanged 71215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 77273 members 
Entering Unmasked Estep 
Score: -18977278.000000 Penalty: 5906.787109
	Iteration 1F: 3 clusters Score -1.897728e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 79356 members 
Entering Unmasked Estep 
Score: -18979100.000000 Penalty: 5906.787109
	Iteration 2Q: 3 clusters Score -1.89791e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 82333 members 
Entering Unmasked Estep 
Score: -18981854.000000 Penalty: 5906.787109
	Iteration 3Q: 3 clusters Score -1.898185e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -18986358.000000 Penalty: 5906.787109
	Iteration 4F: 3 clusters Score -1.898636e+07 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 92302 members 
Entering Unmasked Estep 
Score: -18992670.000000 Penalty: 5906.787109
	Iteration 5F: 3 clusters Score -1.899267e+07 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 98796 members 
Entering Unmasked Estep 
Score: -19000860.000000 Penalty: 5906.787109
	Iteration 6F: 3 clusters Score -1.900086e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 104900 members 
Entering Unmasked Estep 
Score: -19008400.000000 Penalty: 5906.787109
	Iteration 7F: 3 clusters Score -1.90084e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 109913 members 
Entering Unmasked Estep 
Score: -19014116.000000 Penalty: 5906.787109
	Iteration 8F: 3 clusters Score -1.901412e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 113699 members 
Entering Unmasked Estep 
Score: -19017394.000000 Penalty: 5906.787109
	Iteration 9Q: 3 clusters Score -1.901739e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 116773 members 
Entering Unmasked Estep 
Score: -19019170.000000 Penalty: 5906.787109
	Iteration 10Q: 3 clusters Score -1.901917e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 119607 members 
Entering Unmasked Estep 
Score: -19020506.000000 Penalty: 5906.787109
	Iteration 11Q: 3 clusters Score -1.902051e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 122300 members 
Entering Unmasked Estep 
Score: -19021634.000000 Penalty: 5906.787109
	Iteration 12Q: 3 clusters Score -1.902163e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 124844 members 
Entering Unmasked Estep 
Score: -19022646.000000 Penalty: 5906.787109
	Iteration 13Q: 3 clusters Score -1.902265e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 127245 members 
Entering Unmasked Estep 
Score: -19023438.000000 Penalty: 5906.787109
	Iteration 14Q: 3 clusters Score -1.902344e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 129463 members 
Entering Unmasked Estep 
Score: -19024190.000000 Penalty: 5906.787109
	Iteration 15Q: 3 clusters Score -1.902419e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 131429 members 
Entering Unmasked Estep 
Score: -19025016.000000 Penalty: 5906.787109
	Iteration 16Q: 3 clusters Score -1.902502e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 133269 members 
Entering Unmasked Estep 
Score: -19025584.000000 Penalty: 5906.787109
	Iteration 17Q: 3 clusters Score -1.902558e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 134951 members 
Entering Unmasked Estep 
Score: -19026334.000000 Penalty: 5906.787109
	Iteration 18Q: 3 clusters Score -1.902633e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 136498 members 
Entering Unmasked Estep 
Score: -19026896.000000 Penalty: 5906.787109
	Iteration 19Q: 3 clusters Score -1.90269e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 137877 members 
Entering Unmasked Estep 
Score: -19027370.000000 Penalty: 5906.787109
	Iteration 20F: 3 clusters Score -1.902737e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 139190 members 
Entering Unmasked Estep 
Score: -19027874.000000 Penalty: 5906.787109
	Iteration 21Q: 3 clusters Score -1.902787e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 140363 members 
Entering Unmasked Estep 
Score: -19028246.000000 Penalty: 5906.787109
	Iteration 22Q: 3 clusters Score -1.902825e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 141355 members 
Entering Unmasked Estep 
Score: -19028414.000000 Penalty: 5906.787109
	Iteration 23Q: 3 clusters Score -1.902841e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 142195 members 
Entering Unmasked Estep 
Score: -19028630.000000 Penalty: 5906.787109
	Iteration 24Q: 3 clusters Score -1.902863e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 142900 members 
Entering Unmasked Estep 
Score: -19028698.000000 Penalty: 5906.787109
	Iteration 25Q: 3 clusters Score -1.90287e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 143509 members 
Entering Unmasked Estep 
Score: -19028798.000000 Penalty: 5906.787109
	Iteration 26Q: 3 clusters Score -1.90288e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 144016 members 
Entering Unmasked Estep 
Score: -19028858.000000 Penalty: 5906.787109
	Iteration 27Q: 3 clusters Score -1.902886e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 144439 members 
Entering Unmasked Estep 
Score: -19028860.000000 Penalty: 5906.787109
	Iteration 28Q: 3 clusters Score -1.902886e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 144802 members 
Entering Unmasked Estep 
Score: -19028918.000000 Penalty: 5906.787109
	Iteration 29Q: 3 clusters Score -1.902892e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 145099 members 
Entering Unmasked Estep 
Score: -19029028.000000 Penalty: 5906.787109
	Iteration 30Q: 3 clusters Score -1.902903e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 145357 members 
Entering Unmasked Estep 
Score: -19029078.000000 Penalty: 5906.787109
	Iteration 31Q: 3 clusters Score -1.902908e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 145584 members 
Entering Unmasked Estep 
Score: -19029152.000000 Penalty: 5906.787109
	Iteration 32Q: 3 clusters Score -1.902915e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 145765 members 
Entering Unmasked Estep 
Score: -19029146.000000 Penalty: 5906.787109
	Iteration 33Q: 3 clusters Score -1.902915e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 145907 members 
Entering Unmasked Estep 
Score: -19029124.000000 Penalty: 5906.787109
	Iteration 34Q: 3 clusters Score -1.902912e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 146044 members 
Entering Unmasked Estep 
Score: -19029104.000000 Penalty: 5906.787109
	Iteration 35Q: 3 clusters Score -1.90291e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 146171 members 
Entering Unmasked Estep 
Score: -19029118.000000 Penalty: 5906.787109
	Iteration 36Q: 3 clusters Score -1.902912e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 146297 members 
Entering Unmasked Estep 
Score: -19029148.000000 Penalty: 5906.787109
	Iteration 37Q: 3 clusters Score -1.902915e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 146408 members 
Entering Unmasked Estep 
Score: -19029166.000000 Penalty: 5906.787109
	Iteration 38Q: 3 clusters Score -1.902917e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 146512 members 
Entering Unmasked Estep 
Score: -19029186.000000 Penalty: 5906.787109
	Iteration 39Q: 3 clusters Score -1.902919e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 146594 members 
Entering Unmasked Estep 
Score: -19029186.000000 Penalty: 5906.787109
	Iteration 40F: 3 clusters Score -1.902919e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 146672 members 
Entering Unmasked Estep 
Score: -19029208.000000 Penalty: 5906.787109
	Iteration 41Q: 3 clusters Score -1.902921e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 146729 members 
Entering Unmasked Estep 
Score: -19029224.000000 Penalty: 5906.787109
	Iteration 42Q: 3 clusters Score -1.902922e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 146780 members 
Entering Unmasked Estep 
Score: -19029228.000000 Penalty: 5906.787109
	Iteration 43Q: 3 clusters Score -1.902923e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 146816 members 
Entering Unmasked Estep 
Score: -19029258.000000 Penalty: 5906.787109
	Iteration 44Q: 3 clusters Score -1.902926e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 146839 members 
Entering Unmasked Estep 
Score: -19029286.000000 Penalty: 5906.787109
	Iteration 45Q: 3 clusters Score -1.902929e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 146861 members 
Entering Unmasked Estep 
Score: -19029258.000000 Penalty: 5906.787109
	Iteration 46Q: 3 clusters Score -1.902926e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 146889 members 
Entering Unmasked Estep 
Score: -19029238.000000 Penalty: 5906.787109
	Iteration 47Q: 3 clusters Score -1.902924e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 146914 members 
Entering Unmasked Estep 
Score: -19029224.000000 Penalty: 5906.787109
	Iteration 48Q: 3 clusters Score -1.902922e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 146945 members 
Entering Unmasked Estep 
Score: -19029230.000000 Penalty: 5906.787109
	Iteration 49Q: 3 clusters Score -1.902923e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 146968 members 
Entering Unmasked Estep 
Score: -19029230.000000 Penalty: 5906.787109
	Iteration 50Q: 3 clusters Score -1.902923e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 146990 members 
Entering Unmasked Estep 
Score: -19029224.000000 Penalty: 5906.787109
	Iteration 51Q: 3 clusters Score -1.902922e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 147010 members 
Entering Unmasked Estep 
Score: -19029228.000000 Penalty: 5906.787109
	Iteration 52Q: 3 clusters Score -1.902923e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 147032 members 
Entering Unmasked Estep 
Score: -19029242.000000 Penalty: 5906.787109
	Iteration 53Q: 3 clusters Score -1.902924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 147047 members 
Entering Unmasked Estep 
Score: -19029234.000000 Penalty: 5906.787109
	Iteration 54Q: 3 clusters Score -1.902923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 147056 members 
Entering Unmasked Estep 
Score: -19029232.000000 Penalty: 5906.787109
	Iteration 55Q: 3 clusters Score -1.902923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 147061 members 
Entering Unmasked Estep 
Score: -19029230.000000 Penalty: 5906.787109
	Iteration 56Q: 3 clusters Score -1.902923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 147068 members 
Entering Unmasked Estep 
Score: -19029222.000000 Penalty: 5906.787109
	Iteration 57Q: 3 clusters Score -1.902922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 147084 members 
Entering Unmasked Estep 
Score: -19029220.000000 Penalty: 5906.787109
	Iteration 58Q: 3 clusters Score -1.902922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 147096 members 
Entering Unmasked Estep 
Score: -19029212.000000 Penalty: 5906.787109
	Iteration 59Q: 3 clusters Score -1.902921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 147095 members 
Entering Unmasked Estep 
Score: -19029212.000000 Penalty: 5906.787109
	Iteration 60F: 3 clusters Score -1.902921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 147097 members 
Entering Unmasked Estep 
Score: -19029214.000000 Penalty: 5906.787109
	Iteration 61Q: 3 clusters Score -1.902921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 147099 members 
Entering Unmasked Estep 
Score: -19029214.000000 Penalty: 5906.787109
	Iteration 62Q: 3 clusters Score -1.902921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 147100 members 
Entering Unmasked Estep 
Score: -19029234.000000 Penalty: 5906.787109
	Iteration 63Q: 3 clusters Score -1.902923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 147101 members 
Entering Unmasked Estep 
Score: -19029242.000000 Penalty: 5906.787109
	Iteration 64Q: 3 clusters Score -1.902924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 147101 members 
Entering Unmasked Estep 
Score: -19029242.000000 Penalty: 5906.787109
	Iteration 65F: 3 clusters Score -1.902924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (72752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Entering Unmasked Estep 
Score: -9317276.000000 Penalty: 2776.313232
	Iteration 0F: 2 clusters Score -9317276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -9268483.000000 Penalty: 5552.626465
	Iteration 0F: 3 clusters Score -9268483 nChanged 34068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -9287569.000000 Penalty: 5552.626465
	Iteration 1F: 3 clusters Score -9287569 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -9288059.000000 Penalty: 5552.626465
	Iteration 2Q: 3 clusters Score -9288059 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -9288504.000000 Penalty: 5552.626465
	Iteration 3Q: 3 clusters Score -9288504 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -9288936.000000 Penalty: 5552.626465
	Iteration 4Q: 3 clusters Score -9288936 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -9289415.000000 Penalty: 5552.626465
	Iteration 5Q: 3 clusters Score -9289415 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -9289898.000000 Penalty: 5552.626465
	Iteration 6Q: 3 clusters Score -9289898 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -9290741.000000 Penalty: 5552.626465
	Iteration 7Q: 3 clusters Score -9290741 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -9292145.000000 Penalty: 5552.626465
	Iteration 8Q: 3 clusters Score -9292145 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -9294456.000000 Penalty: 5552.626465
	Iteration 9F: 3 clusters Score -9294456 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -9297950.000000 Penalty: 5552.626465
	Iteration 10F: 3 clusters Score -9297950 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -9302392.000000 Penalty: 5552.626465
	Iteration 11F: 3 clusters Score -9302392 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 58291 members 
Entering Unmasked Estep 
Score: -9306671.000000 Penalty: 5552.626465
	Iteration 12F: 3 clusters Score -9306671 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 61094 members 
Entering Unmasked Estep 
Score: -9310053.000000 Penalty: 5552.626465
	Iteration 13Q: 3 clusters Score -9310053 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -9311938.000000 Penalty: 5552.626465
	Iteration 14Q: 3 clusters Score -9311938 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -9312740.000000 Penalty: 5552.626465
	Iteration 15Q: 3 clusters Score -9312740 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -9313123.000000 Penalty: 5552.626465
	Iteration 16Q: 3 clusters Score -9313123 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -9313436.000000 Penalty: 5552.626465
	Iteration 17Q: 3 clusters Score -9313436 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -9313654.000000 Penalty: 5552.626465
	Iteration 18Q: 3 clusters Score -9313654 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -9313816.000000 Penalty: 5552.626465
	Iteration 19Q: 3 clusters Score -9313816 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 66610 members 
Entering Unmasked Estep 
Score: -9313938.000000 Penalty: 5552.626465
	Iteration 20F: 3 clusters Score -9313938 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 67013 members 
Entering Unmasked Estep 
Score: -9314117.000000 Penalty: 5552.626465
	Iteration 21Q: 3 clusters Score -9314117 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -9314199.000000 Penalty: 5552.626465
	Iteration 22Q: 3 clusters Score -9314199 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 67759 members 
Entering Unmasked Estep 
Score: -9314295.000000 Penalty: 5552.626465
	Iteration 23Q: 3 clusters Score -9314295 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -9314406.000000 Penalty: 5552.626465
	Iteration 24Q: 3 clusters Score -9314406 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 68397 members 
Entering Unmasked Estep 
Score: -9314492.000000 Penalty: 5552.626465
	Iteration 25Q: 3 clusters Score -9314492 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -9314566.000000 Penalty: 5552.626465
	Iteration 26Q: 3 clusters Score -9314566 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
Score: -9314635.000000 Penalty: 5552.626465
	Iteration 27Q: 3 clusters Score -9314635 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 69048 members 
Entering Unmasked Estep 
Score: -9314719.000000 Penalty: 5552.626465
	Iteration 28Q: 3 clusters Score -9314719 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 69231 members 
Entering Unmasked Estep 
Score: -9314764.000000 Penalty: 5552.626465
	Iteration 29Q: 3 clusters Score -9314764 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -9314818.000000 Penalty: 5552.626465
	Iteration 30Q: 3 clusters Score -9314818 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 69596 members 
Entering Unmasked Estep 
Score: -9314852.000000 Penalty: 5552.626465
	Iteration 31Q: 3 clusters Score -9314852 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -9314906.000000 Penalty: 5552.626465
	Iteration 32Q: 3 clusters Score -9314906 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 69906 members 
Entering Unmasked Estep 
Score: -9314932.000000 Penalty: 5552.626465
	Iteration 33Q: 3 clusters Score -9314932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 70020 members 
Entering Unmasked Estep 
Score: -9314969.000000 Penalty: 5552.626465
	Iteration 34Q: 3 clusters Score -9314969 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 70138 members 
Entering Unmasked Estep 
Score: -9315022.000000 Penalty: 5552.626465
	Iteration 35Q: 3 clusters Score -9315022 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -9315054.000000 Penalty: 5552.626465
	Iteration 36Q: 3 clusters Score -9315054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 70311 members 
Entering Unmasked Estep 
Score: -9315068.000000 Penalty: 5552.626465
	Iteration 37Q: 3 clusters Score -9315068 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 70371 members 
Entering Unmasked Estep 
Score: -9315080.000000 Penalty: 5552.626465
	Iteration 38Q: 3 clusters Score -9315080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 70435 members 
Entering Unmasked Estep 
Score: -9315100.000000 Penalty: 5552.626465
	Iteration 39Q: 3 clusters Score -9315100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -9315116.000000 Penalty: 5552.626465
	Iteration 40F: 3 clusters Score -9315116 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -9315112.000000 Penalty: 5552.626465
	Iteration 41Q: 3 clusters Score -9315112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -9315126.000000 Penalty: 5552.626465
	Iteration 42Q: 3 clusters Score -9315126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -9315156.000000 Penalty: 5552.626465
	Iteration 43Q: 3 clusters Score -9315156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 70648 members 
Entering Unmasked Estep 
Score: -9315175.000000 Penalty: 5552.626465
	Iteration 44Q: 3 clusters Score -9315175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 70686 members 
Entering Unmasked Estep 
Score: -9315191.000000 Penalty: 5552.626465
	Iteration 45Q: 3 clusters Score -9315191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 70722 members 
Entering Unmasked Estep 
Score: -9315203.000000 Penalty: 5552.626465
	Iteration 46Q: 3 clusters Score -9315203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 70755 members 
Entering Unmasked Estep 
Score: -9315208.000000 Penalty: 5552.626465
	Iteration 47Q: 3 clusters Score -9315208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 70782 members 
Entering Unmasked Estep 
Score: -9315220.000000 Penalty: 5552.626465
	Iteration 48Q: 3 clusters Score -9315220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 70811 members 
Entering Unmasked Estep 
Score: -9315225.000000 Penalty: 5552.626465
	Iteration 49Q: 3 clusters Score -9315225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -9315235.000000 Penalty: 5552.626465
	Iteration 50Q: 3 clusters Score -9315235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -9315242.000000 Penalty: 5552.626465
	Iteration 51Q: 3 clusters Score -9315242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -9315249.000000 Penalty: 5552.626465
	Iteration 52Q: 3 clusters Score -9315249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
Score: -9315259.000000 Penalty: 5552.626465
	Iteration 53Q: 3 clusters Score -9315259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -9315266.000000 Penalty: 5552.626465
	Iteration 54Q: 3 clusters Score -9315266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -9315265.000000 Penalty: 5552.626465
	Iteration 55Q: 3 clusters Score -9315265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 70889 members 
Entering Unmasked Estep 
Score: -9315258.000000 Penalty: 5552.626465
	Iteration 56Q: 3 clusters Score -9315258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 70895 members 
Entering Unmasked Estep 
Score: -9315247.000000 Penalty: 5552.626465
	Iteration 57Q: 3 clusters Score -9315247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 70901 members 
Entering Unmasked Estep 
Score: -9315249.000000 Penalty: 5552.626465
	Iteration 58Q: 3 clusters Score -9315249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
Score: -9315262.000000 Penalty: 5552.626465
	Iteration 59Q: 3 clusters Score -9315262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 70914 members 
Entering Unmasked Estep 
Score: -9315263.000000 Penalty: 5552.626465
	Iteration 60F: 3 clusters Score -9315263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -9315274.000000 Penalty: 5552.626465
	Iteration 61Q: 3 clusters Score -9315274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 70933 members 
Entering Unmasked Estep 
Score: -9315277.000000 Penalty: 5552.626465
	Iteration 62Q: 3 clusters Score -9315277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -9315272.000000 Penalty: 5552.626465
	Iteration 63Q: 3 clusters Score -9315272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -9315284.000000 Penalty: 5552.626465
	Iteration 64Q: 3 clusters Score -9315284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 70959 members 
Entering Unmasked Estep 
Score: -9315286.000000 Penalty: 5552.626465
	Iteration 65Q: 3 clusters Score -9315286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -9315287.000000 Penalty: 5552.626465
	Iteration 66Q: 3 clusters Score -9315287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 70974 members 
Entering Unmasked Estep 
Score: -9315282.000000 Penalty: 5552.626465
	Iteration 67Q: 3 clusters Score -9315282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -9315296.000000 Penalty: 5552.626465
	Iteration 68Q: 3 clusters Score -9315296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 70999 members 
Entering Unmasked Estep 
Score: -9315295.000000 Penalty: 5552.626465
	Iteration 69Q: 3 clusters Score -9315295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 71008 members 
Entering Unmasked Estep 
Score: -9315294.000000 Penalty: 5552.626465
	Iteration 70Q: 3 clusters Score -9315294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -9315292.000000 Penalty: 5552.626465
	Iteration 71Q: 3 clusters Score -9315292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -9315292.000000 Penalty: 5552.626465
	Iteration 72Q: 3 clusters Score -9315292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -9315293.000000 Penalty: 5552.626465
	Iteration 73Q: 3 clusters Score -9315293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -9315291.000000 Penalty: 5552.626465
	Iteration 74Q: 3 clusters Score -9315291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -9315289.000000 Penalty: 5552.626465
	Iteration 75Q: 3 clusters Score -9315289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -9315287.000000 Penalty: 5552.626465
	Iteration 76Q: 3 clusters Score -9315287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -9315283.000000 Penalty: 5552.626465
	Iteration 77Q: 3 clusters Score -9315283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -9315290.000000 Penalty: 5552.626465
	Iteration 78Q: 3 clusters Score -9315290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 71065 members 
Entering Unmasked Estep 
Score: -9315287.000000 Penalty: 5552.626465
	Iteration 79Q: 3 clusters Score -9315287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -9315289.000000 Penalty: 5552.626465
	Iteration 80F: 3 clusters Score -9315289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -9315290.000000 Penalty: 5552.626465
	Iteration 81Q: 3 clusters Score -9315290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -9315283.000000 Penalty: 5552.626465
	Iteration 82Q: 3 clusters Score -9315283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -9315283.000000 Penalty: 5552.626465
	Iteration 83F: 3 clusters Score -9315283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Entering Unmasked Estep 
Score: -9436820.000000 Penalty: 2787.653809
	Iteration 0F: 2 clusters Score -9436820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -9385519.000000 Penalty: 5575.307617
	Iteration 0F: 3 clusters Score -9385519 nChanged 35820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -9406210.000000 Penalty: 5575.307617
	Iteration 1F: 3 clusters Score -9406210 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -9407542.000000 Penalty: 5575.307617
	Iteration 2Q: 3 clusters Score -9407542 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -9409578.000000 Penalty: 5575.307617
	Iteration 3F: 3 clusters Score -9409578 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -9412693.000000 Penalty: 5575.307617
	Iteration 4F: 3 clusters Score -9412693 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 58301 members 
Entering Unmasked Estep 
Score: -9417410.000000 Penalty: 5575.307617
	Iteration 5F: 3 clusters Score -9417410 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -9422945.000000 Penalty: 5575.307617
	Iteration 6F: 3 clusters Score -9422945 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -9428021.000000 Penalty: 5575.307617
	Iteration 7F: 3 clusters Score -9428021 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 73451 members 
Entering Unmasked Estep 
Score: -9431575.000000 Penalty: 5575.307617
	Iteration 8Q: 3 clusters Score -9431575 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -9433363.000000 Penalty: 5575.307617
	Iteration 9Q: 3 clusters Score -9433363 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 75761 members 
Entering Unmasked Estep 
Score: -9434028.000000 Penalty: 5575.307617
	Iteration 10Q: 3 clusters Score -9434028 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -9434257.000000 Penalty: 5575.307617
	Iteration 11Q: 3 clusters Score -9434257 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
Score: -9434322.000000 Penalty: 5575.307617
	Iteration 12Q: 3 clusters Score -9434322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -9434363.000000 Penalty: 5575.307617
	Iteration 13Q: 3 clusters Score -9434363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 75973 members 
Entering Unmasked Estep 
Score: -9434382.000000 Penalty: 5575.307617
	Iteration 14Q: 3 clusters Score -9434382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
Score: -9434391.000000 Penalty: 5575.307617
	Iteration 15Q: 3 clusters Score -9434391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 75979 members 
Entering Unmasked Estep 
Score: -9434389.000000 Penalty: 5575.307617
	Iteration 16Q: 3 clusters Score -9434389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -9434391.000000 Penalty: 5575.307617
	Iteration 17Q: 3 clusters Score -9434391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -9434394.000000 Penalty: 5575.307617
	Iteration 18Q: 3 clusters Score -9434394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -9434408.000000 Penalty: 5575.307617
	Iteration 19Q: 3 clusters Score -9434408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -9434408.000000 Penalty: 5575.307617
	Iteration 20F: 3 clusters Score -9434408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Entering Unmasked Estep 
Score: -9939550.000000 Penalty: 2795.108643
	Iteration 0F: 2 clusters Score -9939550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -9887123.000000 Penalty: 5590.217285
	Iteration 0F: 3 clusters Score -9887123 nChanged 36948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -9907675.000000 Penalty: 5590.217285
	Iteration 1F: 3 clusters Score -9907675 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -9908324.000000 Penalty: 5590.217285
	Iteration 2Q: 3 clusters Score -9908324 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -9909174.000000 Penalty: 5590.217285
	Iteration 3Q: 3 clusters Score -9909174 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -9910249.000000 Penalty: 5590.217285
	Iteration 4Q: 3 clusters Score -9910249 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -9911697.000000 Penalty: 5590.217285
	Iteration 5Q: 3 clusters Score -9911697 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -9913473.000000 Penalty: 5590.217285
	Iteration 6Q: 3 clusters Score -9913473 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -9915488.000000 Penalty: 5590.217285
	Iteration 7Q: 3 clusters Score -9915488 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -9917784.000000 Penalty: 5590.217285
	Iteration 8F: 3 clusters Score -9917784 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -9920776.000000 Penalty: 5590.217285
	Iteration 9F: 3 clusters Score -9920776 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -9924180.000000 Penalty: 5590.217285
	Iteration 10F: 3 clusters Score -9924180 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -9927353.000000 Penalty: 5590.217285
	Iteration 11F: 3 clusters Score -9927353 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -9929769.000000 Penalty: 5590.217285
	Iteration 12Q: 3 clusters Score -9929769 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69035 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -9931675.000000 Penalty: 5590.217285
	Iteration 13Q: 3 clusters Score -9931675 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -9933198.000000 Penalty: 5590.217285
	Iteration 14Q: 3 clusters Score -9933198 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72996 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -9934371.000000 Penalty: 5590.217285
	Iteration 15Q: 3 clusters Score -9934371 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74383 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -9935208.000000 Penalty: 5590.217285
	Iteration 16Q: 3 clusters Score -9935208 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -9935895.000000 Penalty: 5590.217285
	Iteration 17Q: 3 clusters Score -9935895 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -9936318.000000 Penalty: 5590.217285
	Iteration 18Q: 3 clusters Score -9936318 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -9936601.000000 Penalty: 5590.217285
	Iteration 19Q: 3 clusters Score -9936601 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -9936760.000000 Penalty: 5590.217285
	Iteration 20F: 3 clusters Score -9936760 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -9936898.000000 Penalty: 5590.217285
	Iteration 21Q: 3 clusters Score -9936898 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9936975.000000 Penalty: 5590.217285
	Iteration 22Q: 3 clusters Score -9936975 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77369 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9937031.000000 Penalty: 5590.217285
	Iteration 23Q: 3 clusters Score -9937031 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77420 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9937062.000000 Penalty: 5590.217285
	Iteration 24Q: 3 clusters Score -9937062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77468 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9937092.000000 Penalty: 5590.217285
	Iteration 25Q: 3 clusters Score -9937092 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77512 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9937100.000000 Penalty: 5590.217285
	Iteration 26Q: 3 clusters Score -9937100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9937136.000000 Penalty: 5590.217285
	Iteration 27Q: 3 clusters Score -9937136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77579 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9937154.000000 Penalty: 5590.217285
	Iteration 28Q: 3 clusters Score -9937154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9937150.000000 Penalty: 5590.217285
	Iteration 29Q: 3 clusters Score -9937150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9937178.000000 Penalty: 5590.217285
	Iteration 30Q: 3 clusters Score -9937178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77647 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -9937178.000000 Penalty: 5590.217285
	Iteration 31Q: 3 clusters Score -9937178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9937188.000000 Penalty: 5590.217285
	Iteration 32Q: 3 clusters Score -9937188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77670 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9937193.000000 Penalty: 5590.217285
	Iteration 33Q: 3 clusters Score -9937193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9937197.000000 Penalty: 5590.217285
	Iteration 34Q: 3 clusters Score -9937197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77689 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9937204.000000 Penalty: 5590.217285
	Iteration 35Q: 3 clusters Score -9937204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9937222.000000 Penalty: 5590.217285
	Iteration 36Q: 3 clusters Score -9937222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9937225.000000 Penalty: 5590.217285
	Iteration 37Q: 3 clusters Score -9937225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77718 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9937218.000000 Penalty: 5590.217285
	Iteration 38Q: 3 clusters Score -9937218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77724 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9937232.000000 Penalty: 5590.217285
	Iteration 39Q: 3 clusters Score -9937232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9937228.000000 Penalty: 5590.217285
	Iteration 40F: 3 clusters Score -9937228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9937233.000000 Penalty: 5590.217285
	Iteration 41Q: 3 clusters Score -9937233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9937231.000000 Penalty: 5590.217285
	Iteration 42Q: 3 clusters Score -9937231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77729 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9937232.000000 Penalty: 5590.217285
	Iteration 43Q: 3 clusters Score -9937232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77729 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9937232.000000 Penalty: 5590.217285
	Iteration 44F: 3 clusters Score -9937232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -136393.796875 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -136393.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -134402.250000 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -134402.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -135561.171875 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -135561.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -136447.968750 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -136448 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -137331.234375 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -137331.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -137521.312500 Penalty: 3552.164551
	Iteration 4Q: 3 clusters Score -137521.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -137551.640625 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -137551.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -137571.718750 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -137571.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -137574.906250 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -137574.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -137574.906250 Penalty: 3552.164551
	Iteration 8F: 3 clusters Score -137574.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136425 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 147019 members 
Mstep: Class 4 contains 7927 members 
Mstep: Class 5 contains 19016 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 9074 members 
Mstep: Class 10 contains 148575 members 
Mstep: Class 11 contains 72752 members 
Mstep: Class 12 contains 76156 members 
Mstep: Class 13 contains 78480 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151122 members 
Mstep: Class 17 contains 124958 members 
Mstep: Class 18 contains 129855 members 
Mstep: Class 19 contains 165935 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 481 members 
Entering Unmasked Estep 
Score: -161327936.000000 Penalty: 76770.804688
Splitting cluster 14 changes total score from -161328784.000000 to -161327936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -43359.222656 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -43359.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41952.656250 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -41952.66 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42239.628906 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -42239.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42338.015625 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -42338.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42405.308594 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -42405.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42450.441406 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -42450.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42478.511719 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -42478.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42505.480469 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -42505.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42526.320312 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -42526.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42551.082031 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -42551.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42615.265625 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -42615.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42708.062500 Penalty: 3031.287842
	Iteration 10Q: 3 clusters Score -42708.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42818.179688 Penalty: 3031.287842
	Iteration 11Q: 3 clusters Score -42818.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42827.546875 Penalty: 3031.287842
	Iteration 12Q: 3 clusters Score -42827.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42827.546875 Penalty: 3031.287842
	Iteration 13F: 3 clusters Score -42827.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (151122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151122 members 
Entering Unmasked Estep 
Score: -19208998.000000 Penalty: 2957.608887
	Iteration 0F: 2 clusters Score -1.9209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 75528 members 
Entering Unmasked Estep 
Score: -19108682.000000 Penalty: 5915.217773
	Iteration 0F: 3 clusters Score -1.910868e+07 nChanged 72003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76675 members 
Mstep: Class 2 contains 74447 members 
Entering Unmasked Estep 
Score: -19150418.000000 Penalty: 5915.217773
	Iteration 1F: 3 clusters Score -1.915042e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77364 members 
Mstep: Class 2 contains 73758 members 
Entering Unmasked Estep 
Score: -19151094.000000 Penalty: 5915.217773
	Iteration 2Q: 3 clusters Score -1.915109e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78417 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -19151908.000000 Penalty: 5915.217773
	Iteration 3Q: 3 clusters Score -1.915191e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79934 members 
Mstep: Class 2 contains 71188 members 
Entering Unmasked Estep 
Score: -19152720.000000 Penalty: 5915.217773
	Iteration 4Q: 3 clusters Score -1.915272e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 69048 members 
Entering Unmasked Estep 
Score: -19154254.000000 Penalty: 5915.217773
	Iteration 5Q: 3 clusters Score -1.915425e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85097 members 
Mstep: Class 2 contains 66025 members 
Entering Unmasked Estep 
Score: -19156488.000000 Penalty: 5915.217773
	Iteration 6Q: 3 clusters Score -1.915649e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89075 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -19160108.000000 Penalty: 5915.217773
	Iteration 7Q: 3 clusters Score -1.916011e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93661 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -19165080.000000 Penalty: 5915.217773
	Iteration 8Q: 3 clusters Score -1.916508e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98505 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -19171688.000000 Penalty: 5915.217773
	Iteration 9F: 3 clusters Score -1.917169e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102695 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -19178740.000000 Penalty: 5915.217773
	Iteration 10F: 3 clusters Score -1.917874e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105492 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -19184988.000000 Penalty: 5915.217773
	Iteration 11F: 3 clusters Score -1.918499e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107087 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -19188966.000000 Penalty: 5915.217773
	Iteration 12Q: 3 clusters Score -1.918897e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108242 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -19190770.000000 Penalty: 5915.217773
	Iteration 13Q: 3 clusters Score -1.919077e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109397 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -19191568.000000 Penalty: 5915.217773
	Iteration 14Q: 3 clusters Score -1.919157e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110623 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -19191990.000000 Penalty: 5915.217773
	Iteration 15Q: 3 clusters Score -1.919199e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111813 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -19192398.000000 Penalty: 5915.217773
	Iteration 16Q: 3 clusters Score -1.91924e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113020 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -19192666.000000 Penalty: 5915.217773
	Iteration 17Q: 3 clusters Score -1.919267e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114240 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -19192944.000000 Penalty: 5915.217773
	Iteration 18Q: 3 clusters Score -1.919294e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115460 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -19193268.000000 Penalty: 5915.217773
	Iteration 19Q: 3 clusters Score -1.919327e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116718 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -19193642.000000 Penalty: 5915.217773
	Iteration 20F: 3 clusters Score -1.919364e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118050 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -19194058.000000 Penalty: 5915.217773
	Iteration 21Q: 3 clusters Score -1.919406e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119415 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -19194542.000000 Penalty: 5915.217773
	Iteration 22Q: 3 clusters Score -1.919454e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120888 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -19195044.000000 Penalty: 5915.217773
	Iteration 23Q: 3 clusters Score -1.919504e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122424 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -19195604.000000 Penalty: 5915.217773
	Iteration 24Q: 3 clusters Score -1.91956e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124043 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -19196076.000000 Penalty: 5915.217773
	Iteration 25Q: 3 clusters Score -1.919608e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125728 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -19196636.000000 Penalty: 5915.217773
	Iteration 26Q: 3 clusters Score -1.919664e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127411 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -19197162.000000 Penalty: 5915.217773
	Iteration 27Q: 3 clusters Score -1.919716e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129082 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -19197746.000000 Penalty: 5915.217773
	Iteration 28Q: 3 clusters Score -1.919775e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130868 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -19198382.000000 Penalty: 5915.217773
	Iteration 29Q: 3 clusters Score -1.919838e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132689 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -19199054.000000 Penalty: 5915.217773
	Iteration 30Q: 3 clusters Score -1.919905e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134530 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -19199720.000000 Penalty: 5915.217773
	Iteration 31Q: 3 clusters Score -1.919972e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136408 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -19200398.000000 Penalty: 5915.217773
	Iteration 32Q: 3 clusters Score -1.92004e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138207 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -19201286.000000 Penalty: 5915.217773
	Iteration 33Q: 3 clusters Score -1.920129e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139956 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -19202044.000000 Penalty: 5915.217773
	Iteration 34Q: 3 clusters Score -1.920204e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141554 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -19202764.000000 Penalty: 5915.217773
	Iteration 35Q: 3 clusters Score -1.920276e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143058 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -19203370.000000 Penalty: 5915.217773
	Iteration 36Q: 3 clusters Score -1.920337e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144444 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -19204046.000000 Penalty: 5915.217773
	Iteration 37Q: 3 clusters Score -1.920405e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145669 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -19204506.000000 Penalty: 5915.217773
	Iteration 38Q: 3 clusters Score -1.920451e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146646 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -19204884.000000 Penalty: 5915.217773
	Iteration 39Q: 3 clusters Score -1.920488e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147413 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -19205264.000000 Penalty: 5915.217773
	Iteration 40F: 3 clusters Score -1.920526e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148046 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -19205554.000000 Penalty: 5915.217773
	Iteration 41Q: 3 clusters Score -1.920555e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148565 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -19205792.000000 Penalty: 5915.217773
	Iteration 42Q: 3 clusters Score -1.920579e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148950 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -19205944.000000 Penalty: 5915.217773
	Iteration 43Q: 3 clusters Score -1.920594e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149219 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -19206116.000000 Penalty: 5915.217773
	Iteration 44Q: 3 clusters Score -1.920612e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149428 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -19206198.000000 Penalty: 5915.217773
	Iteration 45Q: 3 clusters Score -1.92062e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149592 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -19206298.000000 Penalty: 5915.217773
	Iteration 46Q: 3 clusters Score -1.92063e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149699 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -19206324.000000 Penalty: 5915.217773
	Iteration 47Q: 3 clusters Score -1.920632e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149799 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -19206400.000000 Penalty: 5915.217773
	Iteration 48Q: 3 clusters Score -1.92064e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149867 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -19206446.000000 Penalty: 5915.217773
	Iteration 49Q: 3 clusters Score -1.920645e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149926 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -19206490.000000 Penalty: 5915.217773
	Iteration 50Q: 3 clusters Score -1.920649e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149974 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -19206474.000000 Penalty: 5915.217773
	Iteration 51Q: 3 clusters Score -1.920647e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150002 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -19206502.000000 Penalty: 5915.217773
	Iteration 52Q: 3 clusters Score -1.92065e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150028 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -19206524.000000 Penalty: 5915.217773
	Iteration 53Q: 3 clusters Score -1.920652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150051 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -19206532.000000 Penalty: 5915.217773
	Iteration 54Q: 3 clusters Score -1.920653e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150077 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -19206534.000000 Penalty: 5915.217773
	Iteration 55Q: 3 clusters Score -1.920653e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150107 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -19206546.000000 Penalty: 5915.217773
	Iteration 56Q: 3 clusters Score -1.920655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150133 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -19206572.000000 Penalty: 5915.217773
	Iteration 57Q: 3 clusters Score -1.920657e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150145 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -19206564.000000 Penalty: 5915.217773
	Iteration 58Q: 3 clusters Score -1.920656e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150163 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -19206580.000000 Penalty: 5915.217773
	Iteration 59Q: 3 clusters Score -1.920658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150175 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -19206594.000000 Penalty: 5915.217773
	Iteration 60F: 3 clusters Score -1.920659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150184 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -19206608.000000 Penalty: 5915.217773
	Iteration 61Q: 3 clusters Score -1.920661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150192 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -19206598.000000 Penalty: 5915.217773
	Iteration 62Q: 3 clusters Score -1.92066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150195 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -19206600.000000 Penalty: 5915.217773
	Iteration 63Q: 3 clusters Score -1.92066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150199 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -19206600.000000 Penalty: 5915.217773
	Iteration 64Q: 3 clusters Score -1.92066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150204 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -19206604.000000 Penalty: 5915.217773
	Iteration 65Q: 3 clusters Score -1.92066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150209 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -19206602.000000 Penalty: 5915.217773
	Iteration 66Q: 3 clusters Score -1.92066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150215 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -19206592.000000 Penalty: 5915.217773
	Iteration 67Q: 3 clusters Score -1.920659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150218 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -19206598.000000 Penalty: 5915.217773
	Iteration 68Q: 3 clusters Score -1.92066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150219 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -19206596.000000 Penalty: 5915.217773
	Iteration 69Q: 3 clusters Score -1.92066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150218 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -19206594.000000 Penalty: 5915.217773
	Iteration 70Q: 3 clusters Score -1.920659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150219 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -19206590.000000 Penalty: 5915.217773
	Iteration 71Q: 3 clusters Score -1.920659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150220 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -19206578.000000 Penalty: 5915.217773
	Iteration 72Q: 3 clusters Score -1.920658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150220 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -19206578.000000 Penalty: 5915.217773
	Iteration 73F: 3 clusters Score -1.920658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (124958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124958 members 
Entering Unmasked Estep 
Score: -15977020.000000 Penalty: 2910.461914
	Iteration 0F: 2 clusters Score -1.597702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -15894737.000000 Penalty: 5820.923828
	Iteration 0F: 3 clusters Score -1.589474e+07 nChanged 59380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -15929073.000000 Penalty: 5820.923828
	Iteration 1F: 3 clusters Score -1.592907e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -15929887.000000 Penalty: 5820.923828
	Iteration 2Q: 3 clusters Score -1.592989e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -15930831.000000 Penalty: 5820.923828
	Iteration 3Q: 3 clusters Score -1.593083e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55466 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -15932197.000000 Penalty: 5820.923828
	Iteration 4Q: 3 clusters Score -1.59322e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 73281 members 
Entering Unmasked Estep 
Score: -15934382.000000 Penalty: 5820.923828
	Iteration 5Q: 3 clusters Score -1.593438e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -15937972.000000 Penalty: 5820.923828
	Iteration 6F: 3 clusters Score -1.593797e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 85578 members 
Entering Unmasked Estep 
Score: -15943444.000000 Penalty: 5820.923828
	Iteration 7F: 3 clusters Score -1.594344e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
Score: -15950490.000000 Penalty: 5820.923828
	Iteration 8F: 3 clusters Score -1.595049e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 100651 members 
Entering Unmasked Estep 
Score: -15957306.000000 Penalty: 5820.923828
	Iteration 9F: 3 clusters Score -1.595731e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 106105 members 
Entering Unmasked Estep 
Score: -15962379.000000 Penalty: 5820.923828
	Iteration 10F: 3 clusters Score -1.596238e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 109684 members 
Entering Unmasked Estep 
Score: -15965553.000000 Penalty: 5820.923828
	Iteration 11Q: 3 clusters Score -1.596555e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 112236 members 
Entering Unmasked Estep 
Score: -15967711.000000 Penalty: 5820.923828
	Iteration 12Q: 3 clusters Score -1.596771e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 114079 members 
Entering Unmasked Estep 
Score: -15968989.000000 Penalty: 5820.923828
	Iteration 13Q: 3 clusters Score -1.596899e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 115577 members 
Entering Unmasked Estep 
Score: -15970078.000000 Penalty: 5820.923828
	Iteration 14Q: 3 clusters Score -1.597008e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 116825 members 
Entering Unmasked Estep 
Score: -15970734.000000 Penalty: 5820.923828
	Iteration 15Q: 3 clusters Score -1.597073e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 117843 members 
Entering Unmasked Estep 
Score: -15971383.000000 Penalty: 5820.923828
	Iteration 16Q: 3 clusters Score -1.597138e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 118671 members 
Entering Unmasked Estep 
Score: -15971779.000000 Penalty: 5820.923828
	Iteration 17Q: 3 clusters Score -1.597178e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 119349 members 
Entering Unmasked Estep 
Score: -15972187.000000 Penalty: 5820.923828
	Iteration 18Q: 3 clusters Score -1.597219e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 119959 members 
Entering Unmasked Estep 
Score: -15972476.000000 Penalty: 5820.923828
	Iteration 19Q: 3 clusters Score -1.597248e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 120469 members 
Entering Unmasked Estep 
Score: -15972726.000000 Penalty: 5820.923828
	Iteration 20F: 3 clusters Score -1.597273e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 120920 members 
Entering Unmasked Estep 
Score: -15972935.000000 Penalty: 5820.923828
	Iteration 21Q: 3 clusters Score -1.597294e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 121316 members 
Entering Unmasked Estep 
Score: -15973112.000000 Penalty: 5820.923828
	Iteration 22Q: 3 clusters Score -1.597311e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 121655 members 
Entering Unmasked Estep 
Score: -15973295.000000 Penalty: 5820.923828
	Iteration 23Q: 3 clusters Score -1.59733e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 121961 members 
Entering Unmasked Estep 
Score: -15973480.000000 Penalty: 5820.923828
	Iteration 24Q: 3 clusters Score -1.597348e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 122242 members 
Entering Unmasked Estep 
Score: -15973657.000000 Penalty: 5820.923828
	Iteration 25Q: 3 clusters Score -1.597366e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 122470 members 
Entering Unmasked Estep 
Score: -15973744.000000 Penalty: 5820.923828
	Iteration 26Q: 3 clusters Score -1.597374e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 122661 members 
Entering Unmasked Estep 
Score: -15973826.000000 Penalty: 5820.923828
	Iteration 27Q: 3 clusters Score -1.597383e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 122850 members 
Entering Unmasked Estep 
Score: -15973937.000000 Penalty: 5820.923828
	Iteration 28Q: 3 clusters Score -1.597394e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 123034 members 
Entering Unmasked Estep 
Score: -15974018.000000 Penalty: 5820.923828
	Iteration 29Q: 3 clusters Score -1.597402e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 123184 members 
Entering Unmasked Estep 
Score: -15974082.000000 Penalty: 5820.923828
	Iteration 30Q: 3 clusters Score -1.597408e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 123320 members 
Entering Unmasked Estep 
Score: -15974159.000000 Penalty: 5820.923828
	Iteration 31Q: 3 clusters Score -1.597416e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 123434 members 
Entering Unmasked Estep 
Score: -15974234.000000 Penalty: 5820.923828
	Iteration 32Q: 3 clusters Score -1.597423e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 123515 members 
Entering Unmasked Estep 
Score: -15974283.000000 Penalty: 5820.923828
	Iteration 33Q: 3 clusters Score -1.597428e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 123571 members 
Entering Unmasked Estep 
Score: -15974307.000000 Penalty: 5820.923828
	Iteration 34Q: 3 clusters Score -1.597431e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 123636 members 
Entering Unmasked Estep 
Score: -15974357.000000 Penalty: 5820.923828
	Iteration 35Q: 3 clusters Score -1.597436e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 123682 members 
Entering Unmasked Estep 
Score: -15974370.000000 Penalty: 5820.923828
	Iteration 36Q: 3 clusters Score -1.597437e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 123722 members 
Entering Unmasked Estep 
Score: -15974369.000000 Penalty: 5820.923828
	Iteration 37Q: 3 clusters Score -1.597437e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 123754 members 
Entering Unmasked Estep 
Score: -15974400.000000 Penalty: 5820.923828
	Iteration 38Q: 3 clusters Score -1.59744e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 123791 members 
Entering Unmasked Estep 
Score: -15974423.000000 Penalty: 5820.923828
	Iteration 39Q: 3 clusters Score -1.597442e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 123821 members 
Entering Unmasked Estep 
Score: -15974435.000000 Penalty: 5820.923828
	Iteration 40F: 3 clusters Score -1.597444e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 123843 members 
Entering Unmasked Estep 
Score: -15974429.000000 Penalty: 5820.923828
	Iteration 41Q: 3 clusters Score -1.597443e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 123864 members 
Entering Unmasked Estep 
Score: -15974454.000000 Penalty: 5820.923828
	Iteration 42Q: 3 clusters Score -1.597445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 123881 members 
Entering Unmasked Estep 
Score: -15974469.000000 Penalty: 5820.923828
	Iteration 43Q: 3 clusters Score -1.597447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 123896 members 
Entering Unmasked Estep 
Score: -15974464.000000 Penalty: 5820.923828
	Iteration 44Q: 3 clusters Score -1.597446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 123911 members 
Entering Unmasked Estep 
Score: -15974480.000000 Penalty: 5820.923828
	Iteration 45Q: 3 clusters Score -1.597448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 123921 members 
Entering Unmasked Estep 
Score: -15974469.000000 Penalty: 5820.923828
	Iteration 46Q: 3 clusters Score -1.597447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 123924 members 
Entering Unmasked Estep 
Score: -15974474.000000 Penalty: 5820.923828
	Iteration 47Q: 3 clusters Score -1.597447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 123928 members 
Entering Unmasked Estep 
Score: -15974474.000000 Penalty: 5820.923828
	Iteration 48Q: 3 clusters Score -1.597447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 123931 members 
Entering Unmasked Estep 
Score: -15974482.000000 Penalty: 5820.923828
	Iteration 49Q: 3 clusters Score -1.597448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 123936 members 
Entering Unmasked Estep 
Score: -15974470.000000 Penalty: 5820.923828
	Iteration 50Q: 3 clusters Score -1.597447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 123938 members 
Entering Unmasked Estep 
Score: -15974475.000000 Penalty: 5820.923828
	Iteration 51Q: 3 clusters Score -1.597448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 123939 members 
Entering Unmasked Estep 
Score: -15974472.000000 Penalty: 5820.923828
	Iteration 52Q: 3 clusters Score -1.597447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 123941 members 
Entering Unmasked Estep 
Score: -15974476.000000 Penalty: 5820.923828
	Iteration 53Q: 3 clusters Score -1.597448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 123943 members 
Entering Unmasked Estep 
Score: -15974482.000000 Penalty: 5820.923828
	Iteration 54Q: 3 clusters Score -1.597448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 123943 members 
Entering Unmasked Estep 
Score: -15974482.000000 Penalty: 5820.923828
	Iteration 55F: 3 clusters Score -1.597448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (129855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129855 members 
Entering Unmasked Estep 
Score: -16472236.000000 Penalty: 2919.995117
	Iteration 0F: 2 clusters Score -1.647224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 65040 members 
Entering Unmasked Estep 
Score: -16385110.000000 Penalty: 5839.990234
	Iteration 0F: 3 clusters Score -1.638511e+07 nChanged 61920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62255 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -16420609.000000 Penalty: 5839.990234
	Iteration 1F: 3 clusters Score -1.642061e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 69183 members 
Entering Unmasked Estep 
Score: -16421316.000000 Penalty: 5839.990234
	Iteration 2Q: 3 clusters Score -1.642132e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 71602 members 
Entering Unmasked Estep 
Score: -16422372.000000 Penalty: 5839.990234
	Iteration 3Q: 3 clusters Score -1.642237e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -16424184.000000 Penalty: 5839.990234
	Iteration 4Q: 3 clusters Score -1.642418e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 81119 members 
Entering Unmasked Estep 
Score: -16427575.000000 Penalty: 5839.990234
	Iteration 5F: 3 clusters Score -1.642758e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 89293 members 
Entering Unmasked Estep 
Score: -16433203.000000 Penalty: 5839.990234
	Iteration 6F: 3 clusters Score -1.64332e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 99506 members 
Entering Unmasked Estep 
Score: -16441830.000000 Penalty: 5839.990234
	Iteration 7F: 3 clusters Score -1.644183e+07 nChanged 10918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 110172 members 
Entering Unmasked Estep 
Score: -16451938.000000 Penalty: 5839.990234
	Iteration 8F: 3 clusters Score -1.645194e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 118538 members 
Entering Unmasked Estep 
Score: -16460146.000000 Penalty: 5839.990234
	Iteration 9F: 3 clusters Score -1.646015e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 123625 members 
Entering Unmasked Estep 
Score: -16464920.000000 Penalty: 5839.990234
	Iteration 10Q: 3 clusters Score -1.646492e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 126163 members 
Entering Unmasked Estep 
Score: -16467280.000000 Penalty: 5839.990234
	Iteration 11Q: 3 clusters Score -1.646728e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 127335 members 
Entering Unmasked Estep 
Score: -16468441.000000 Penalty: 5839.990234
	Iteration 12Q: 3 clusters Score -1.646844e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 127884 members 
Entering Unmasked Estep 
Score: -16469165.000000 Penalty: 5839.990234
	Iteration 13Q: 3 clusters Score -1.646916e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 128065 members 
Entering Unmasked Estep 
Score: -16469612.000000 Penalty: 5839.990234
	Iteration 14Q: 3 clusters Score -1.646961e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 128097 members 
Entering Unmasked Estep 
Score: -16469820.000000 Penalty: 5839.990234
	Iteration 15Q: 3 clusters Score -1.646982e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 128077 members 
Entering Unmasked Estep 
Score: -16470003.000000 Penalty: 5839.990234
	Iteration 16Q: 3 clusters Score -1.647e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 128035 members 
Entering Unmasked Estep 
Score: -16470114.000000 Penalty: 5839.990234
	Iteration 17Q: 3 clusters Score -1.647011e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 128005 members 
Entering Unmasked Estep 
Score: -16470238.000000 Penalty: 5839.990234
	Iteration 18Q: 3 clusters Score -1.647024e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 127976 members 
Entering Unmasked Estep 
Score: -16470262.000000 Penalty: 5839.990234
	Iteration 19Q: 3 clusters Score -1.647026e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 127958 members 
Entering Unmasked Estep 
Score: -16470321.000000 Penalty: 5839.990234
	Iteration 20F: 3 clusters Score -1.647032e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 127922 members 
Entering Unmasked Estep 
Score: -16470379.000000 Penalty: 5839.990234
	Iteration 21Q: 3 clusters Score -1.647038e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 127879 members 
Entering Unmasked Estep 
Score: -16470406.000000 Penalty: 5839.990234
	Iteration 22Q: 3 clusters Score -1.647041e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 127832 members 
Entering Unmasked Estep 
Score: -16470417.000000 Penalty: 5839.990234
	Iteration 23Q: 3 clusters Score -1.647042e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 127769 members 
Entering Unmasked Estep 
Score: -16470457.000000 Penalty: 5839.990234
	Iteration 24Q: 3 clusters Score -1.647046e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 127715 members 
Entering Unmasked Estep 
Score: -16470493.000000 Penalty: 5839.990234
	Iteration 25Q: 3 clusters Score -1.647049e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 127674 members 
Entering Unmasked Estep 
Score: -16470514.000000 Penalty: 5839.990234
	Iteration 26Q: 3 clusters Score -1.647051e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 127625 members 
Entering Unmasked Estep 
Score: -16470537.000000 Penalty: 5839.990234
	Iteration 27Q: 3 clusters Score -1.647054e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 127579 members 
Entering Unmasked Estep 
Score: -16470544.000000 Penalty: 5839.990234
	Iteration 28Q: 3 clusters Score -1.647054e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 127526 members 
Entering Unmasked Estep 
Score: -16470540.000000 Penalty: 5839.990234
	Iteration 29Q: 3 clusters Score -1.647054e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 127481 members 
Entering Unmasked Estep 
Score: -16470579.000000 Penalty: 5839.990234
	Iteration 30Q: 3 clusters Score -1.647058e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 127429 members 
Entering Unmasked Estep 
Score: -16470599.000000 Penalty: 5839.990234
	Iteration 31Q: 3 clusters Score -1.64706e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 127371 members 
Entering Unmasked Estep 
Score: -16470652.000000 Penalty: 5839.990234
	Iteration 32Q: 3 clusters Score -1.647065e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 127315 members 
Entering Unmasked Estep 
Score: -16470656.000000 Penalty: 5839.990234
	Iteration 33Q: 3 clusters Score -1.647066e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 127270 members 
Entering Unmasked Estep 
Score: -16470695.000000 Penalty: 5839.990234
	Iteration 34Q: 3 clusters Score -1.64707e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 127233 members 
Entering Unmasked Estep 
Score: -16470684.000000 Penalty: 5839.990234
	Iteration 35Q: 3 clusters Score -1.647068e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 127202 members 
Entering Unmasked Estep 
Score: -16470700.000000 Penalty: 5839.990234
	Iteration 36Q: 3 clusters Score -1.64707e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 127168 members 
Entering Unmasked Estep 
Score: -16470705.000000 Penalty: 5839.990234
	Iteration 37Q: 3 clusters Score -1.64707e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 127126 members 
Entering Unmasked Estep 
Score: -16470738.000000 Penalty: 5839.990234
	Iteration 38Q: 3 clusters Score -1.647074e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 127085 members 
Entering Unmasked Estep 
Score: -16470760.000000 Penalty: 5839.990234
	Iteration 39Q: 3 clusters Score -1.647076e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 127043 members 
Entering Unmasked Estep 
Score: -16470776.000000 Penalty: 5839.990234
	Iteration 40F: 3 clusters Score -1.647078e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 126992 members 
Entering Unmasked Estep 
Score: -16470800.000000 Penalty: 5839.990234
	Iteration 41Q: 3 clusters Score -1.64708e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 126944 members 
Entering Unmasked Estep 
Score: -16470817.000000 Penalty: 5839.990234
	Iteration 42Q: 3 clusters Score -1.647082e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 126896 members 
Entering Unmasked Estep 
Score: -16470833.000000 Penalty: 5839.990234
	Iteration 43Q: 3 clusters Score -1.647083e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 126852 members 
Entering Unmasked Estep 
Score: -16470829.000000 Penalty: 5839.990234
	Iteration 44Q: 3 clusters Score -1.647083e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 126807 members 
Entering Unmasked Estep 
Score: -16470826.000000 Penalty: 5839.990234
	Iteration 45Q: 3 clusters Score -1.647083e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 126748 members 
Entering Unmasked Estep 
Score: -16470825.000000 Penalty: 5839.990234
	Iteration 46Q: 3 clusters Score -1.647082e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 126698 members 
Entering Unmasked Estep 
Score: -16470831.000000 Penalty: 5839.990234
	Iteration 47Q: 3 clusters Score -1.647083e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 126657 members 
Entering Unmasked Estep 
Score: -16470827.000000 Penalty: 5839.990234
	Iteration 48Q: 3 clusters Score -1.647083e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 126614 members 
Entering Unmasked Estep 
Score: -16470832.000000 Penalty: 5839.990234
	Iteration 49Q: 3 clusters Score -1.647083e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 126578 members 
Entering Unmasked Estep 
Score: -16470866.000000 Penalty: 5839.990234
	Iteration 50Q: 3 clusters Score -1.647087e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 126532 members 
Entering Unmasked Estep 
Score: -16470872.000000 Penalty: 5839.990234
	Iteration 51Q: 3 clusters Score -1.647087e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 126490 members 
Entering Unmasked Estep 
Score: -16470900.000000 Penalty: 5839.990234
	Iteration 52Q: 3 clusters Score -1.64709e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 126446 members 
Entering Unmasked Estep 
Score: -16470899.000000 Penalty: 5839.990234
	Iteration 53Q: 3 clusters Score -1.64709e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 126406 members 
Entering Unmasked Estep 
Score: -16470923.000000 Penalty: 5839.990234
	Iteration 54Q: 3 clusters Score -1.647092e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 126364 members 
Entering Unmasked Estep 
Score: -16470931.000000 Penalty: 5839.990234
	Iteration 55Q: 3 clusters Score -1.647093e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 126338 members 
Entering Unmasked Estep 
Score: -16470933.000000 Penalty: 5839.990234
	Iteration 56Q: 3 clusters Score -1.647093e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 126311 members 
Entering Unmasked Estep 
Score: -16470935.000000 Penalty: 5839.990234
	Iteration 57Q: 3 clusters Score -1.647094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 126283 members 
Entering Unmasked Estep 
Score: -16470937.000000 Penalty: 5839.990234
	Iteration 58Q: 3 clusters Score -1.647094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 126263 members 
Entering Unmasked Estep 
Score: -16470947.000000 Penalty: 5839.990234
	Iteration 59Q: 3 clusters Score -1.647095e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 126239 members 
Entering Unmasked Estep 
Score: -16470942.000000 Penalty: 5839.990234
	Iteration 60F: 3 clusters Score -1.647094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 126224 members 
Entering Unmasked Estep 
Score: -16470945.000000 Penalty: 5839.990234
	Iteration 61Q: 3 clusters Score -1.647094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 126212 members 
Entering Unmasked Estep 
Score: -16470945.000000 Penalty: 5839.990234
	Iteration 62Q: 3 clusters Score -1.647094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 126200 members 
Entering Unmasked Estep 
Score: -16470959.000000 Penalty: 5839.990234
	Iteration 63Q: 3 clusters Score -1.647096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 126188 members 
Entering Unmasked Estep 
Score: -16470970.000000 Penalty: 5839.990234
	Iteration 64Q: 3 clusters Score -1.647097e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 126161 members 
Entering Unmasked Estep 
Score: -16470976.000000 Penalty: 5839.990234
	Iteration 65Q: 3 clusters Score -1.647098e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 126127 members 
Entering Unmasked Estep 
Score: -16470947.000000 Penalty: 5839.990234
	Iteration 66Q: 3 clusters Score -1.647095e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 126108 members 
Entering Unmasked Estep 
Score: -16470947.000000 Penalty: 5839.990234
	Iteration 67Q: 3 clusters Score -1.647095e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 126086 members 
Entering Unmasked Estep 
Score: -16470947.000000 Penalty: 5839.990234
	Iteration 68Q: 3 clusters Score -1.647095e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 126062 members 
Entering Unmasked Estep 
Score: -16470947.000000 Penalty: 5839.990234
	Iteration 69Q: 3 clusters Score -1.647095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 126044 members 
Entering Unmasked Estep 
Score: -16470951.000000 Penalty: 5839.990234
	Iteration 70Q: 3 clusters Score -1.647095e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 126022 members 
Entering Unmasked Estep 
Score: -16470968.000000 Penalty: 5839.990234
	Iteration 71Q: 3 clusters Score -1.647097e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 125995 members 
Entering Unmasked Estep 
Score: -16470984.000000 Penalty: 5839.990234
	Iteration 72Q: 3 clusters Score -1.647098e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 125973 members 
Entering Unmasked Estep 
Score: -16470967.000000 Penalty: 5839.990234
	Iteration 73Q: 3 clusters Score -1.647097e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 125958 members 
Entering Unmasked Estep 
Score: -16470966.000000 Penalty: 5839.990234
	Iteration 74Q: 3 clusters Score -1.647097e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 125939 members 
Entering Unmasked Estep 
Score: -16470966.000000 Penalty: 5839.990234
	Iteration 75Q: 3 clusters Score -1.647097e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 125923 members 
Entering Unmasked Estep 
Score: -16470959.000000 Penalty: 5839.990234
	Iteration 76Q: 3 clusters Score -1.647096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 125908 members 
Entering Unmasked Estep 
Score: -16470978.000000 Penalty: 5839.990234
	Iteration 77Q: 3 clusters Score -1.647098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 125889 members 
Entering Unmasked Estep 
Score: -16470981.000000 Penalty: 5839.990234
	Iteration 78Q: 3 clusters Score -1.647098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 125872 members 
Entering Unmasked Estep 
Score: -16470982.000000 Penalty: 5839.990234
	Iteration 79Q: 3 clusters Score -1.647098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 125858 members 
Entering Unmasked Estep 
Score: -16470981.000000 Penalty: 5839.990234
	Iteration 80F: 3 clusters Score -1.647098e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 125845 members 
Entering Unmasked Estep 
Score: -16470985.000000 Penalty: 5839.990234
	Iteration 81Q: 3 clusters Score -1.647098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 125830 members 
Entering Unmasked Estep 
Score: -16470990.000000 Penalty: 5839.990234
	Iteration 82Q: 3 clusters Score -1.647099e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 125812 members 
Entering Unmasked Estep 
Score: -16471001.000000 Penalty: 5839.990234
	Iteration 83Q: 3 clusters Score -1.6471e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 125793 members 
Entering Unmasked Estep 
Score: -16470984.000000 Penalty: 5839.990234
	Iteration 84Q: 3 clusters Score -1.647098e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 125767 members 
Entering Unmasked Estep 
Score: -16470986.000000 Penalty: 5839.990234
	Iteration 85Q: 3 clusters Score -1.647099e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 125744 members 
Entering Unmasked Estep 
Score: -16470983.000000 Penalty: 5839.990234
	Iteration 86Q: 3 clusters Score -1.647098e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 125718 members 
Entering Unmasked Estep 
Score: -16470988.000000 Penalty: 5839.990234
	Iteration 87Q: 3 clusters Score -1.647099e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 125687 members 
Entering Unmasked Estep 
Score: -16471006.000000 Penalty: 5839.990234
	Iteration 88Q: 3 clusters Score -1.647101e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 125660 members 
Entering Unmasked Estep 
Score: -16471001.000000 Penalty: 5839.990234
	Iteration 89Q: 3 clusters Score -1.6471e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 125640 members 
Entering Unmasked Estep 
Score: -16471000.000000 Penalty: 5839.990234
	Iteration 90Q: 3 clusters Score -1.6471e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 125614 members 
Entering Unmasked Estep 
Score: -16470990.000000 Penalty: 5839.990234
	Iteration 91Q: 3 clusters Score -1.647099e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 125591 members 
Entering Unmasked Estep 
Score: -16470991.000000 Penalty: 5839.990234
	Iteration 92Q: 3 clusters Score -1.647099e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 125565 members 
Entering Unmasked Estep 
Score: -16470993.000000 Penalty: 5839.990234
	Iteration 93Q: 3 clusters Score -1.647099e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 125539 members 
Entering Unmasked Estep 
Score: -16470991.000000 Penalty: 5839.990234
	Iteration 94Q: 3 clusters Score -1.647099e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 125510 members 
Entering Unmasked Estep 
Score: -16470980.000000 Penalty: 5839.990234
	Iteration 95Q: 3 clusters Score -1.647098e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 125489 members 
Entering Unmasked Estep 
Score: -16470999.000000 Penalty: 5839.990234
	Iteration 96Q: 3 clusters Score -1.6471e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 125472 members 
Entering Unmasked Estep 
Score: -16471009.000000 Penalty: 5839.990234
	Iteration 97Q: 3 clusters Score -1.647101e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 125456 members 
Entering Unmasked Estep 
Score: -16471008.000000 Penalty: 5839.990234
	Iteration 98Q: 3 clusters Score -1.647101e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 125436 members 
Entering Unmasked Estep 
Score: -16471029.000000 Penalty: 5839.990234
	Iteration 99Q: 3 clusters Score -1.647103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 125414 members 
Entering Unmasked Estep 
Score: -16471021.000000 Penalty: 5839.990234
	Iteration 100F: 3 clusters Score -1.647102e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 125393 members 
Entering Unmasked Estep 
Score: -16471028.000000 Penalty: 5839.990234
	Iteration 101Q: 3 clusters Score -1.647103e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 125369 members 
Entering Unmasked Estep 
Score: -16471014.000000 Penalty: 5839.990234
	Iteration 102Q: 3 clusters Score -1.647101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 125352 members 
Entering Unmasked Estep 
Score: -16471014.000000 Penalty: 5839.990234
	Iteration 103Q: 3 clusters Score -1.647101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 125337 members 
Entering Unmasked Estep 
Score: -16471013.000000 Penalty: 5839.990234
	Iteration 104Q: 3 clusters Score -1.647101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 125324 members 
Entering Unmasked Estep 
Score: -16471032.000000 Penalty: 5839.990234
	Iteration 105Q: 3 clusters Score -1.647103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 125317 members 
Entering Unmasked Estep 
Score: -16471028.000000 Penalty: 5839.990234
	Iteration 106Q: 3 clusters Score -1.647103e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 125302 members 
Entering Unmasked Estep 
Score: -16471031.000000 Penalty: 5839.990234
	Iteration 107Q: 3 clusters Score -1.647103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 125288 members 
Entering Unmasked Estep 
Score: -16471032.000000 Penalty: 5839.990234
	Iteration 108Q: 3 clusters Score -1.647103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 125277 members 
Entering Unmasked Estep 
Score: -16471025.000000 Penalty: 5839.990234
	Iteration 109Q: 3 clusters Score -1.647102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 125265 members 
Entering Unmasked Estep 
Score: -16471032.000000 Penalty: 5839.990234
	Iteration 110Q: 3 clusters Score -1.647103e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 125245 members 
Entering Unmasked Estep 
Score: -16471039.000000 Penalty: 5839.990234
	Iteration 111Q: 3 clusters Score -1.647104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 125228 members 
Entering Unmasked Estep 
Score: -16471036.000000 Penalty: 5839.990234
	Iteration 112Q: 3 clusters Score -1.647104e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 125203 members 
Entering Unmasked Estep 
Score: -16471057.000000 Penalty: 5839.990234
	Iteration 113Q: 3 clusters Score -1.647106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 125182 members 
Entering Unmasked Estep 
Score: -16471049.000000 Penalty: 5839.990234
	Iteration 114Q: 3 clusters Score -1.647105e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 125164 members 
Entering Unmasked Estep 
Score: -16471058.000000 Penalty: 5839.990234
	Iteration 115Q: 3 clusters Score -1.647106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 125147 members 
Entering Unmasked Estep 
Score: -16471054.000000 Penalty: 5839.990234
	Iteration 116Q: 3 clusters Score -1.647105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 125131 members 
Entering Unmasked Estep 
Score: -16471037.000000 Penalty: 5839.990234
	Iteration 117Q: 3 clusters Score -1.647104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 125117 members 
Entering Unmasked Estep 
Score: -16471041.000000 Penalty: 5839.990234
	Iteration 118Q: 3 clusters Score -1.647104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 125104 members 
Entering Unmasked Estep 
Score: -16471038.000000 Penalty: 5839.990234
	Iteration 119Q: 3 clusters Score -1.647104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 125089 members 
Entering Unmasked Estep 
Score: -16471044.000000 Penalty: 5839.990234
	Iteration 120F: 3 clusters Score -1.647104e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 125070 members 
Entering Unmasked Estep 
Score: -16471040.000000 Penalty: 5839.990234
	Iteration 121Q: 3 clusters Score -1.647104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 125058 members 
Entering Unmasked Estep 
Score: -16471053.000000 Penalty: 5839.990234
	Iteration 122Q: 3 clusters Score -1.647105e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 125039 members 
Entering Unmasked Estep 
Score: -16471069.000000 Penalty: 5839.990234
	Iteration 123Q: 3 clusters Score -1.647107e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 125020 members 
Entering Unmasked Estep 
Score: -16471086.000000 Penalty: 5839.990234
	Iteration 124Q: 3 clusters Score -1.647109e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 125005 members 
Entering Unmasked Estep 
Score: -16471084.000000 Penalty: 5839.990234
	Iteration 125Q: 3 clusters Score -1.647108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 124985 members 
Entering Unmasked Estep 
Score: -16471091.000000 Penalty: 5839.990234
	Iteration 126Q: 3 clusters Score -1.647109e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 124964 members 
Entering Unmasked Estep 
Score: -16471081.000000 Penalty: 5839.990234
	Iteration 127Q: 3 clusters Score -1.647108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 124946 members 
Entering Unmasked Estep 
Score: -16471106.000000 Penalty: 5839.990234
	Iteration 128Q: 3 clusters Score -1.647111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 124933 members 
Entering Unmasked Estep 
Score: -16471118.000000 Penalty: 5839.990234
	Iteration 129Q: 3 clusters Score -1.647112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 124919 members 
Entering Unmasked Estep 
Score: -16471112.000000 Penalty: 5839.990234
	Iteration 130Q: 3 clusters Score -1.647111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 124904 members 
Entering Unmasked Estep 
Score: -16471108.000000 Penalty: 5839.990234
	Iteration 131Q: 3 clusters Score -1.647111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 124889 members 
Entering Unmasked Estep 
Score: -16471106.000000 Penalty: 5839.990234
	Iteration 132Q: 3 clusters Score -1.647111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 124872 members 
Entering Unmasked Estep 
Score: -16471099.000000 Penalty: 5839.990234
	Iteration 133Q: 3 clusters Score -1.64711e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 124851 members 
Entering Unmasked Estep 
Score: -16471110.000000 Penalty: 5839.990234
	Iteration 134Q: 3 clusters Score -1.647111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 124828 members 
Entering Unmasked Estep 
Score: -16471103.000000 Penalty: 5839.990234
	Iteration 135Q: 3 clusters Score -1.64711e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 124798 members 
Entering Unmasked Estep 
Score: -16471125.000000 Penalty: 5839.990234
	Iteration 136Q: 3 clusters Score -1.647112e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 124774 members 
Entering Unmasked Estep 
Score: -16471126.000000 Penalty: 5839.990234
	Iteration 137Q: 3 clusters Score -1.647113e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 124743 members 
Entering Unmasked Estep 
Score: -16471109.000000 Penalty: 5839.990234
	Iteration 138Q: 3 clusters Score -1.647111e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 124713 members 
Entering Unmasked Estep 
Score: -16471106.000000 Penalty: 5839.990234
	Iteration 139Q: 3 clusters Score -1.647111e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 124680 members 
Entering Unmasked Estep 
Score: -16471111.000000 Penalty: 5839.990234
	Iteration 140F: 3 clusters Score -1.647111e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 124658 members 
Entering Unmasked Estep 
Score: -16471131.000000 Penalty: 5839.990234
	Iteration 141Q: 3 clusters Score -1.647113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 124638 members 
Entering Unmasked Estep 
Score: -16471135.000000 Penalty: 5839.990234
	Iteration 142Q: 3 clusters Score -1.647114e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 124612 members 
Entering Unmasked Estep 
Score: -16471134.000000 Penalty: 5839.990234
	Iteration 143Q: 3 clusters Score -1.647113e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 124586 members 
Entering Unmasked Estep 
Score: -16471151.000000 Penalty: 5839.990234
	Iteration 144Q: 3 clusters Score -1.647115e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 124560 members 
Entering Unmasked Estep 
Score: -16471142.000000 Penalty: 5839.990234
	Iteration 145Q: 3 clusters Score -1.647114e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 124537 members 
Entering Unmasked Estep 
Score: -16471157.000000 Penalty: 5839.990234
	Iteration 146Q: 3 clusters Score -1.647116e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 124515 members 
Entering Unmasked Estep 
Score: -16471147.000000 Penalty: 5839.990234
	Iteration 147Q: 3 clusters Score -1.647115e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 124489 members 
Entering Unmasked Estep 
Score: -16471174.000000 Penalty: 5839.990234
	Iteration 148Q: 3 clusters Score -1.647117e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 124466 members 
Entering Unmasked Estep 
Score: -16471200.000000 Penalty: 5839.990234
	Iteration 149Q: 3 clusters Score -1.64712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 124442 members 
Entering Unmasked Estep 
Score: -16471187.000000 Penalty: 5839.990234
	Iteration 150Q: 3 clusters Score -1.647119e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 124408 members 
Entering Unmasked Estep 
Score: -16471181.000000 Penalty: 5839.990234
	Iteration 151Q: 3 clusters Score -1.647118e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 124370 members 
Entering Unmasked Estep 
Score: -16471189.000000 Penalty: 5839.990234
	Iteration 152Q: 3 clusters Score -1.647119e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 124319 members 
Entering Unmasked Estep 
Score: -16471199.000000 Penalty: 5839.990234
	Iteration 153Q: 3 clusters Score -1.64712e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 124267 members 
Entering Unmasked Estep 
Score: -16471199.000000 Penalty: 5839.990234
	Iteration 154Q: 3 clusters Score -1.64712e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 124227 members 
Entering Unmasked Estep 
Score: -16471208.000000 Penalty: 5839.990234
	Iteration 155Q: 3 clusters Score -1.647121e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 124184 members 
Entering Unmasked Estep 
Score: -16471204.000000 Penalty: 5839.990234
	Iteration 156Q: 3 clusters Score -1.64712e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 124141 members 
Entering Unmasked Estep 
Score: -16471219.000000 Penalty: 5839.990234
	Iteration 157Q: 3 clusters Score -1.647122e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 124091 members 
Entering Unmasked Estep 
Score: -16471222.000000 Penalty: 5839.990234
	Iteration 158Q: 3 clusters Score -1.647122e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 124045 members 
Entering Unmasked Estep 
Score: -16471215.000000 Penalty: 5839.990234
	Iteration 159Q: 3 clusters Score -1.647122e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 123998 members 
Entering Unmasked Estep 
Score: -16471214.000000 Penalty: 5839.990234
	Iteration 160F: 3 clusters Score -1.647121e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 123950 members 
Entering Unmasked Estep 
Score: -16471247.000000 Penalty: 5839.990234
	Iteration 161Q: 3 clusters Score -1.647125e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 123904 members 
Entering Unmasked Estep 
Score: -16471254.000000 Penalty: 5839.990234
	Iteration 162Q: 3 clusters Score -1.647125e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 123847 members 
Entering Unmasked Estep 
Score: -16471262.000000 Penalty: 5839.990234
	Iteration 163Q: 3 clusters Score -1.647126e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 123809 members 
Entering Unmasked Estep 
Score: -16471266.000000 Penalty: 5839.990234
	Iteration 164Q: 3 clusters Score -1.647127e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 123770 members 
Entering Unmasked Estep 
Score: -16471236.000000 Penalty: 5839.990234
	Iteration 165Q: 3 clusters Score -1.647124e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 123739 members 
Entering Unmasked Estep 
Score: -16471240.000000 Penalty: 5839.990234
	Iteration 166Q: 3 clusters Score -1.647124e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 123708 members 
Entering Unmasked Estep 
Score: -16471254.000000 Penalty: 5839.990234
	Iteration 167Q: 3 clusters Score -1.647125e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 123675 members 
Entering Unmasked Estep 
Score: -16471256.000000 Penalty: 5839.990234
	Iteration 168Q: 3 clusters Score -1.647126e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 123638 members 
Entering Unmasked Estep 
Score: -16471257.000000 Penalty: 5839.990234
	Iteration 169Q: 3 clusters Score -1.647126e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 123600 members 
Entering Unmasked Estep 
Score: -16471233.000000 Penalty: 5839.990234
	Iteration 170Q: 3 clusters Score -1.647123e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 123556 members 
Entering Unmasked Estep 
Score: -16471231.000000 Penalty: 5839.990234
	Iteration 171Q: 3 clusters Score -1.647123e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 123503 members 
Entering Unmasked Estep 
Score: -16471265.000000 Penalty: 5839.990234
	Iteration 172Q: 3 clusters Score -1.647126e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 123440 members 
Entering Unmasked Estep 
Score: -16471270.000000 Penalty: 5839.990234
	Iteration 173Q: 3 clusters Score -1.647127e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 123382 members 
Entering Unmasked Estep 
Score: -16471297.000000 Penalty: 5839.990234
	Iteration 174Q: 3 clusters Score -1.64713e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 123328 members 
Entering Unmasked Estep 
Score: -16471288.000000 Penalty: 5839.990234
	Iteration 175Q: 3 clusters Score -1.647129e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 123278 members 
Entering Unmasked Estep 
Score: -16471311.000000 Penalty: 5839.990234
	Iteration 176Q: 3 clusters Score -1.647131e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 123226 members 
Entering Unmasked Estep 
Score: -16471288.000000 Penalty: 5839.990234
	Iteration 177Q: 3 clusters Score -1.647129e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 123156 members 
Entering Unmasked Estep 
Score: -16471298.000000 Penalty: 5839.990234
	Iteration 178Q: 3 clusters Score -1.64713e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 123093 members 
Entering Unmasked Estep 
Score: -16471311.000000 Penalty: 5839.990234
	Iteration 179Q: 3 clusters Score -1.647131e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 123038 members 
Entering Unmasked Estep 
Score: -16471329.000000 Penalty: 5839.990234
	Iteration 180F: 3 clusters Score -1.647133e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 122988 members 
Entering Unmasked Estep 
Score: -16471325.000000 Penalty: 5839.990234
	Iteration 181Q: 3 clusters Score -1.647132e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 122928 members 
Entering Unmasked Estep 
Score: -16471342.000000 Penalty: 5839.990234
	Iteration 182Q: 3 clusters Score -1.647134e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 122849 members 
Entering Unmasked Estep 
Score: -16471347.000000 Penalty: 5839.990234
	Iteration 183Q: 3 clusters Score -1.647135e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 122763 members 
Entering Unmasked Estep 
Score: -16471365.000000 Penalty: 5839.990234
	Iteration 184Q: 3 clusters Score -1.647136e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 122665 members 
Entering Unmasked Estep 
Score: -16471373.000000 Penalty: 5839.990234
	Iteration 185Q: 3 clusters Score -1.647137e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 122568 members 
Entering Unmasked Estep 
Score: -16471410.000000 Penalty: 5839.990234
	Iteration 186Q: 3 clusters Score -1.647141e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 122463 members 
Entering Unmasked Estep 
Score: -16471411.000000 Penalty: 5839.990234
	Iteration 187Q: 3 clusters Score -1.647141e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 122357 members 
Entering Unmasked Estep 
Score: -16471435.000000 Penalty: 5839.990234
	Iteration 188Q: 3 clusters Score -1.647144e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 122250 members 
Entering Unmasked Estep 
Score: -16471470.000000 Penalty: 5839.990234
	Iteration 189Q: 3 clusters Score -1.647147e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 122146 members 
Entering Unmasked Estep 
Score: -16471501.000000 Penalty: 5839.990234
	Iteration 190Q: 3 clusters Score -1.64715e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 122026 members 
Entering Unmasked Estep 
Score: -16471534.000000 Penalty: 5839.990234
	Iteration 191Q: 3 clusters Score -1.647153e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 121896 members 
Entering Unmasked Estep 
Score: -16471548.000000 Penalty: 5839.990234
	Iteration 192Q: 3 clusters Score -1.647155e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 121749 members 
Entering Unmasked Estep 
Score: -16471543.000000 Penalty: 5839.990234
	Iteration 193Q: 3 clusters Score -1.647154e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 121618 members 
Entering Unmasked Estep 
Score: -16471558.000000 Penalty: 5839.990234
	Iteration 194Q: 3 clusters Score -1.647156e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 121488 members 
Entering Unmasked Estep 
Score: -16471574.000000 Penalty: 5839.990234
	Iteration 195Q: 3 clusters Score -1.647157e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 121387 members 
Entering Unmasked Estep 
Score: -16471612.000000 Penalty: 5839.990234
	Iteration 196Q: 3 clusters Score -1.647161e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 121292 members 
Entering Unmasked Estep 
Score: -16471617.000000 Penalty: 5839.990234
	Iteration 197Q: 3 clusters Score -1.647162e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 121225 members 
Entering Unmasked Estep 
Score: -16471613.000000 Penalty: 5839.990234
	Iteration 198Q: 3 clusters Score -1.647161e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 121162 members 
Entering Unmasked Estep 
Score: -16471611.000000 Penalty: 5839.990234
	Iteration 199Q: 3 clusters Score -1.647161e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 121100 members 
Entering Unmasked Estep 
Score: -16471589.000000 Penalty: 5839.990234
	Iteration 200F: 3 clusters Score -1.647159e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 121042 members 
Entering Unmasked Estep 
Score: -16471589.000000 Penalty: 5839.990234
	Iteration 201Q: 3 clusters Score -1.647159e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 120975 members 
Entering Unmasked Estep 
Score: -16471606.000000 Penalty: 5839.990234
	Iteration 202Q: 3 clusters Score -1.647161e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 120914 members 
Entering Unmasked Estep 
Score: -16471594.000000 Penalty: 5839.990234
	Iteration 203Q: 3 clusters Score -1.647159e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 120856 members 
Entering Unmasked Estep 
Score: -16471587.000000 Penalty: 5839.990234
	Iteration 204Q: 3 clusters Score -1.647159e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 120803 members 
Entering Unmasked Estep 
Score: -16471590.000000 Penalty: 5839.990234
	Iteration 205Q: 3 clusters Score -1.647159e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 120756 members 
Entering Unmasked Estep 
Score: -16471585.000000 Penalty: 5839.990234
	Iteration 206Q: 3 clusters Score -1.647158e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 120708 members 
Entering Unmasked Estep 
Score: -16471610.000000 Penalty: 5839.990234
	Iteration 207Q: 3 clusters Score -1.647161e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 120656 members 
Entering Unmasked Estep 
Score: -16471610.000000 Penalty: 5839.990234
	Iteration 208Q: 3 clusters Score -1.647161e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 120607 members 
Entering Unmasked Estep 
Score: -16471613.000000 Penalty: 5839.990234
	Iteration 209Q: 3 clusters Score -1.647161e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 120545 members 
Entering Unmasked Estep 
Score: -16471610.000000 Penalty: 5839.990234
	Iteration 210Q: 3 clusters Score -1.647161e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 120484 members 
Entering Unmasked Estep 
Score: -16471619.000000 Penalty: 5839.990234
	Iteration 211Q: 3 clusters Score -1.647162e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 120421 members 
Entering Unmasked Estep 
Score: -16471608.000000 Penalty: 5839.990234
	Iteration 212Q: 3 clusters Score -1.647161e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 120355 members 
Entering Unmasked Estep 
Score: -16471616.000000 Penalty: 5839.990234
	Iteration 213Q: 3 clusters Score -1.647162e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 120288 members 
Entering Unmasked Estep 
Score: -16471609.000000 Penalty: 5839.990234
	Iteration 214Q: 3 clusters Score -1.647161e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 120219 members 
Entering Unmasked Estep 
Score: -16471640.000000 Penalty: 5839.990234
	Iteration 215Q: 3 clusters Score -1.647164e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 120147 members 
Entering Unmasked Estep 
Score: -16471639.000000 Penalty: 5839.990234
	Iteration 216Q: 3 clusters Score -1.647164e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 120077 members 
Entering Unmasked Estep 
Score: -16471658.000000 Penalty: 5839.990234
	Iteration 217Q: 3 clusters Score -1.647166e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 120002 members 
Entering Unmasked Estep 
Score: -16471652.000000 Penalty: 5839.990234
	Iteration 218Q: 3 clusters Score -1.647165e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 119933 members 
Entering Unmasked Estep 
Score: -16471648.000000 Penalty: 5839.990234
	Iteration 219Q: 3 clusters Score -1.647165e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 119874 members 
Entering Unmasked Estep 
Score: -16471668.000000 Penalty: 5839.990234
	Iteration 220F: 3 clusters Score -1.647167e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 119813 members 
Entering Unmasked Estep 
Score: -16471684.000000 Penalty: 5839.990234
	Iteration 221Q: 3 clusters Score -1.647168e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 119758 members 
Entering Unmasked Estep 
Score: -16471670.000000 Penalty: 5839.990234
	Iteration 222Q: 3 clusters Score -1.647167e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 119701 members 
Entering Unmasked Estep 
Score: -16471664.000000 Penalty: 5839.990234
	Iteration 223Q: 3 clusters Score -1.647166e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 119636 members 
Entering Unmasked Estep 
Score: -16471654.000000 Penalty: 5839.990234
	Iteration 224Q: 3 clusters Score -1.647165e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 119564 members 
Entering Unmasked Estep 
Score: -16471663.000000 Penalty: 5839.990234
	Iteration 225Q: 3 clusters Score -1.647166e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 119496 members 
Entering Unmasked Estep 
Score: -16471688.000000 Penalty: 5839.990234
	Iteration 226Q: 3 clusters Score -1.647169e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 119433 members 
Entering Unmasked Estep 
Score: -16471686.000000 Penalty: 5839.990234
	Iteration 227Q: 3 clusters Score -1.647169e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 119359 members 
Entering Unmasked Estep 
Score: -16471688.000000 Penalty: 5839.990234
	Iteration 228Q: 3 clusters Score -1.647169e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 119271 members 
Entering Unmasked Estep 
Score: -16471707.000000 Penalty: 5839.990234
	Iteration 229Q: 3 clusters Score -1.647171e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 119186 members 
Entering Unmasked Estep 
Score: -16471719.000000 Penalty: 5839.990234
	Iteration 230Q: 3 clusters Score -1.647172e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 119113 members 
Entering Unmasked Estep 
Score: -16471712.000000 Penalty: 5839.990234
	Iteration 231Q: 3 clusters Score -1.647171e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 119038 members 
Entering Unmasked Estep 
Score: -16471735.000000 Penalty: 5839.990234
	Iteration 232Q: 3 clusters Score -1.647174e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 118974 members 
Entering Unmasked Estep 
Score: -16471731.000000 Penalty: 5839.990234
	Iteration 233Q: 3 clusters Score -1.647173e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 118918 members 
Entering Unmasked Estep 
Score: -16471748.000000 Penalty: 5839.990234
	Iteration 234Q: 3 clusters Score -1.647175e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 118858 members 
Entering Unmasked Estep 
Score: -16471733.000000 Penalty: 5839.990234
	Iteration 235Q: 3 clusters Score -1.647173e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 118795 members 
Entering Unmasked Estep 
Score: -16471775.000000 Penalty: 5839.990234
	Iteration 236Q: 3 clusters Score -1.647178e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 118747 members 
Entering Unmasked Estep 
Score: -16471764.000000 Penalty: 5839.990234
	Iteration 237Q: 3 clusters Score -1.647176e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 118704 members 
Entering Unmasked Estep 
Score: -16471747.000000 Penalty: 5839.990234
	Iteration 238Q: 3 clusters Score -1.647175e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 118652 members 
Entering Unmasked Estep 
Score: -16471771.000000 Penalty: 5839.990234
	Iteration 239Q: 3 clusters Score -1.647177e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 118606 members 
Entering Unmasked Estep 
Score: -16471768.000000 Penalty: 5839.990234
	Iteration 240F: 3 clusters Score -1.647177e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 118552 members 
Entering Unmasked Estep 
Score: -16471757.000000 Penalty: 5839.990234
	Iteration 241Q: 3 clusters Score -1.647176e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 118502 members 
Entering Unmasked Estep 
Score: -16471781.000000 Penalty: 5839.990234
	Iteration 242Q: 3 clusters Score -1.647178e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 118458 members 
Entering Unmasked Estep 
Score: -16471787.000000 Penalty: 5839.990234
	Iteration 243Q: 3 clusters Score -1.647179e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 118409 members 
Entering Unmasked Estep 
Score: -16471805.000000 Penalty: 5839.990234
	Iteration 244Q: 3 clusters Score -1.64718e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 118365 members 
Entering Unmasked Estep 
Score: -16471828.000000 Penalty: 5839.990234
	Iteration 245Q: 3 clusters Score -1.647183e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 118314 members 
Entering Unmasked Estep 
Score: -16471817.000000 Penalty: 5839.990234
	Iteration 246Q: 3 clusters Score -1.647182e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 118268 members 
Entering Unmasked Estep 
Score: -16471832.000000 Penalty: 5839.990234
	Iteration 247Q: 3 clusters Score -1.647183e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 118217 members 
Entering Unmasked Estep 
Score: -16471853.000000 Penalty: 5839.990234
	Iteration 248Q: 3 clusters Score -1.647185e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 118164 members 
Entering Unmasked Estep 
Score: -16471860.000000 Penalty: 5839.990234
	Iteration 249Q: 3 clusters Score -1.647186e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 118127 members 
Entering Unmasked Estep 
Score: -16471870.000000 Penalty: 5839.990234
	Iteration 250Q: 3 clusters Score -1.647187e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 118090 members 
Entering Unmasked Estep 
Score: -16471867.000000 Penalty: 5839.990234
	Iteration 251Q: 3 clusters Score -1.647187e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 118049 members 
Entering Unmasked Estep 
Score: -16471887.000000 Penalty: 5839.990234
	Iteration 252Q: 3 clusters Score -1.647189e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 118010 members 
Entering Unmasked Estep 
Score: -16471912.000000 Penalty: 5839.990234
	Iteration 253Q: 3 clusters Score -1.647191e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 117976 members 
Entering Unmasked Estep 
Score: -16471890.000000 Penalty: 5839.990234
	Iteration 254Q: 3 clusters Score -1.647189e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 117948 members 
Entering Unmasked Estep 
Score: -16471901.000000 Penalty: 5839.990234
	Iteration 255Q: 3 clusters Score -1.64719e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 117920 members 
Entering Unmasked Estep 
Score: -16471905.000000 Penalty: 5839.990234
	Iteration 256Q: 3 clusters Score -1.64719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 117895 members 
Entering Unmasked Estep 
Score: -16471900.000000 Penalty: 5839.990234
	Iteration 257Q: 3 clusters Score -1.64719e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 117869 members 
Entering Unmasked Estep 
Score: -16471912.000000 Penalty: 5839.990234
	Iteration 258Q: 3 clusters Score -1.647191e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 117847 members 
Entering Unmasked Estep 
Score: -16471896.000000 Penalty: 5839.990234
	Iteration 259Q: 3 clusters Score -1.64719e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 117817 members 
Entering Unmasked Estep 
Score: -16471894.000000 Penalty: 5839.990234
	Iteration 260F: 3 clusters Score -1.647189e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 117775 members 
Entering Unmasked Estep 
Score: -16471909.000000 Penalty: 5839.990234
	Iteration 261Q: 3 clusters Score -1.647191e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 117740 members 
Entering Unmasked Estep 
Score: -16471900.000000 Penalty: 5839.990234
	Iteration 262Q: 3 clusters Score -1.64719e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 117707 members 
Entering Unmasked Estep 
Score: -16471901.000000 Penalty: 5839.990234
	Iteration 263Q: 3 clusters Score -1.64719e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 117673 members 
Entering Unmasked Estep 
Score: -16471913.000000 Penalty: 5839.990234
	Iteration 264Q: 3 clusters Score -1.647191e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 117643 members 
Entering Unmasked Estep 
Score: -16471914.000000 Penalty: 5839.990234
	Iteration 265Q: 3 clusters Score -1.647191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 117620 members 
Entering Unmasked Estep 
Score: -16471908.000000 Penalty: 5839.990234
	Iteration 266Q: 3 clusters Score -1.647191e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 117598 members 
Entering Unmasked Estep 
Score: -16471881.000000 Penalty: 5839.990234
	Iteration 267Q: 3 clusters Score -1.647188e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 117575 members 
Entering Unmasked Estep 
Score: -16471901.000000 Penalty: 5839.990234
	Iteration 268Q: 3 clusters Score -1.64719e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 117552 members 
Entering Unmasked Estep 
Score: -16471921.000000 Penalty: 5839.990234
	Iteration 269Q: 3 clusters Score -1.647192e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 117526 members 
Entering Unmasked Estep 
Score: -16471916.000000 Penalty: 5839.990234
	Iteration 270Q: 3 clusters Score -1.647192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 117505 members 
Entering Unmasked Estep 
Score: -16471922.000000 Penalty: 5839.990234
	Iteration 271Q: 3 clusters Score -1.647192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 117486 members 
Entering Unmasked Estep 
Score: -16471912.000000 Penalty: 5839.990234
	Iteration 272Q: 3 clusters Score -1.647191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 117466 members 
Entering Unmasked Estep 
Score: -16471905.000000 Penalty: 5839.990234
	Iteration 273Q: 3 clusters Score -1.64719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 117447 members 
Entering Unmasked Estep 
Score: -16471882.000000 Penalty: 5839.990234
	Iteration 274Q: 3 clusters Score -1.647188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 117423 members 
Entering Unmasked Estep 
Score: -16471909.000000 Penalty: 5839.990234
	Iteration 275Q: 3 clusters Score -1.647191e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 117402 members 
Entering Unmasked Estep 
Score: -16471893.000000 Penalty: 5839.990234
	Iteration 276Q: 3 clusters Score -1.647189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 117376 members 
Entering Unmasked Estep 
Score: -16471894.000000 Penalty: 5839.990234
	Iteration 277Q: 3 clusters Score -1.647189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 117360 members 
Entering Unmasked Estep 
Score: -16471873.000000 Penalty: 5839.990234
	Iteration 278Q: 3 clusters Score -1.647187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 117338 members 
Entering Unmasked Estep 
Score: -16471885.000000 Penalty: 5839.990234
	Iteration 279Q: 3 clusters Score -1.647188e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 117313 members 
Entering Unmasked Estep 
Score: -16471910.000000 Penalty: 5839.990234
	Iteration 280F: 3 clusters Score -1.647191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 117295 members 
Entering Unmasked Estep 
Score: -16471914.000000 Penalty: 5839.990234
	Iteration 281Q: 3 clusters Score -1.647191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 117278 members 
Entering Unmasked Estep 
Score: -16471918.000000 Penalty: 5839.990234
	Iteration 282Q: 3 clusters Score -1.647192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 117265 members 
Entering Unmasked Estep 
Score: -16471907.000000 Penalty: 5839.990234
	Iteration 283Q: 3 clusters Score -1.647191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 117251 members 
Entering Unmasked Estep 
Score: -16471916.000000 Penalty: 5839.990234
	Iteration 284Q: 3 clusters Score -1.647192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 117236 members 
Entering Unmasked Estep 
Score: -16471901.000000 Penalty: 5839.990234
	Iteration 285Q: 3 clusters Score -1.64719e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 117221 members 
Entering Unmasked Estep 
Score: -16471908.000000 Penalty: 5839.990234
	Iteration 286Q: 3 clusters Score -1.647191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 117211 members 
Entering Unmasked Estep 
Score: -16471909.000000 Penalty: 5839.990234
	Iteration 287Q: 3 clusters Score -1.647191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 117200 members 
Entering Unmasked Estep 
Score: -16471899.000000 Penalty: 5839.990234
	Iteration 288Q: 3 clusters Score -1.64719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 117192 members 
Entering Unmasked Estep 
Score: -16471891.000000 Penalty: 5839.990234
	Iteration 289Q: 3 clusters Score -1.647189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 117181 members 
Entering Unmasked Estep 
Score: -16471905.000000 Penalty: 5839.990234
	Iteration 290Q: 3 clusters Score -1.64719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 117175 members 
Entering Unmasked Estep 
Score: -16471901.000000 Penalty: 5839.990234
	Iteration 291Q: 3 clusters Score -1.64719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 117169 members 
Entering Unmasked Estep 
Score: -16471905.000000 Penalty: 5839.990234
	Iteration 292Q: 3 clusters Score -1.64719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 117166 members 
Entering Unmasked Estep 
Score: -16471907.000000 Penalty: 5839.990234
	Iteration 293Q: 3 clusters Score -1.647191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 117164 members 
Entering Unmasked Estep 
Score: -16471907.000000 Penalty: 5839.990234
	Iteration 294Q: 3 clusters Score -1.647191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 117163 members 
Entering Unmasked Estep 
Score: -16471915.000000 Penalty: 5839.990234
	Iteration 295Q: 3 clusters Score -1.647192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 117162 members 
Entering Unmasked Estep 
Score: -16471915.000000 Penalty: 5839.990234
	Iteration 296Q: 3 clusters Score -1.647192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 117162 members 
Entering Unmasked Estep 
Score: -16471915.000000 Penalty: 5839.990234
	Iteration 297F: 3 clusters Score -1.647192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (165935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165935 members 
Entering Unmasked Estep 
Score: -21316542.000000 Penalty: 2980.799072
	Iteration 0F: 2 clusters Score -2.131654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83052 members 
Mstep: Class 2 contains 82883 members 
Entering Unmasked Estep 
Score: -21212198.000000 Penalty: 5961.598145
	Iteration 0F: 3 clusters Score -2.12122e+07 nChanged 79538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85236 members 
Mstep: Class 2 contains 80699 members 
Entering Unmasked Estep 
Score: -21258024.000000 Penalty: 5961.598145
	Iteration 1F: 3 clusters Score -2.125802e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86755 members 
Mstep: Class 2 contains 79180 members 
Entering Unmasked Estep 
Score: -21258828.000000 Penalty: 5961.598145
	Iteration 2Q: 3 clusters Score -2.125883e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89119 members 
Mstep: Class 2 contains 76816 members 
Entering Unmasked Estep 
Score: -21259928.000000 Penalty: 5961.598145
	Iteration 3Q: 3 clusters Score -2.125993e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92716 members 
Mstep: Class 2 contains 73219 members 
Entering Unmasked Estep 
Score: -21261444.000000 Penalty: 5961.598145
	Iteration 4Q: 3 clusters Score -2.126144e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98091 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -21263776.000000 Penalty: 5961.598145
	Iteration 5Q: 3 clusters Score -2.126378e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106000 members 
Mstep: Class 2 contains 59935 members 
Entering Unmasked Estep 
Score: -21267936.000000 Penalty: 5961.598145
	Iteration 6F: 3 clusters Score -2.126794e+07 nChanged 11083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116719 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -21275244.000000 Penalty: 5961.598145
	Iteration 7F: 3 clusters Score -2.127524e+07 nChanged 13377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129958 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -21286150.000000 Penalty: 5961.598145
	Iteration 8F: 3 clusters Score -2.128615e+07 nChanged 13579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143481 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -21298616.000000 Penalty: 5961.598145
	Iteration 9F: 3 clusters Score -2.129862e+07 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154302 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -21307888.000000 Penalty: 5961.598145
	Iteration 10F: 3 clusters Score -2.130789e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160957 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -21311886.000000 Penalty: 5961.598145
	Iteration 11Q: 3 clusters Score -2.131189e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163918 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -21313152.000000 Penalty: 5961.598145
	Iteration 12Q: 3 clusters Score -2.131315e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165008 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -21313614.000000 Penalty: 5961.598145
	Iteration 13Q: 3 clusters Score -2.131361e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -21313726.000000 Penalty: 5961.598145
	Iteration 14Q: 3 clusters Score -2.131373e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165521 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -21313888.000000 Penalty: 5961.598145
	Iteration 15Q: 3 clusters Score -2.131389e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165590 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -21313940.000000 Penalty: 5961.598145
	Iteration 16Q: 3 clusters Score -2.131394e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165613 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -21313976.000000 Penalty: 5961.598145
	Iteration 17Q: 3 clusters Score -2.131398e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165625 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21313982.000000 Penalty: 5961.598145
	Iteration 18Q: 3 clusters Score -2.131398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165636 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21314006.000000 Penalty: 5961.598145
	Iteration 19Q: 3 clusters Score -2.131401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165639 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -21314014.000000 Penalty: 5961.598145
	Iteration 20F: 3 clusters Score -2.131401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165641 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21314018.000000 Penalty: 5961.598145
	Iteration 21Q: 3 clusters Score -2.131402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165643 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21314024.000000 Penalty: 5961.598145
	Iteration 22Q: 3 clusters Score -2.131402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165645 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21314032.000000 Penalty: 5961.598145
	Iteration 23Q: 3 clusters Score -2.131403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165648 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21314026.000000 Penalty: 5961.598145
	Iteration 24Q: 3 clusters Score -2.131403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165649 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21314028.000000 Penalty: 5961.598145
	Iteration 25Q: 3 clusters Score -2.131403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165652 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21314042.000000 Penalty: 5961.598145
	Iteration 26Q: 3 clusters Score -2.131404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165653 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21314048.000000 Penalty: 5961.598145
	Iteration 27Q: 3 clusters Score -2.131405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165652 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21314058.000000 Penalty: 5961.598145
	Iteration 28Q: 3 clusters Score -2.131406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165652 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21314058.000000 Penalty: 5961.598145
	Iteration 29F: 3 clusters Score -2.131406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -33716.710938 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -33716.71 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 178 members 
Entering Unmasked Estep 
Score: -32408.798828 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -32408.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32737.466797 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -32737.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32885.109375 Penalty: 2918.127930
	Iteration 2F: 3 clusters Score -32885.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32988.000000 Penalty: 2918.127930
	Iteration 3F: 3 clusters Score -32988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33073.488281 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -33073.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33163.015625 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -33163.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33202.738281 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -33202.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33223.726562 Penalty: 2918.127930
	Iteration 7Q: 3 clusters Score -33223.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33230.125000 Penalty: 2918.127930
	Iteration 8Q: 3 clusters Score -33230.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33236.687500 Penalty: 2918.127930
	Iteration 9Q: 3 clusters Score -33236.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33240.812500 Penalty: 2918.127930
	Iteration 10F: 3 clusters Score -33240.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33296.621094 Penalty: 2918.127930
	Iteration 11Q: 3 clusters Score -33296.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33296.621094 Penalty: 2918.127930
	Iteration 12F: 3 clusters Score -33296.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -45112.957031 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -45112.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43652.023438 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -43652.02 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43881.621094 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -43881.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43978.417969 Penalty: 3019.040283
	Iteration 2Q: 3 clusters Score -43978.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44044.781250 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -44044.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44064.503906 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -44064.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44097.214844 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -44097.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44119.773438 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -44119.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44146.714844 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -44146.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44167.187500 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -44167.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44207.046875 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -44207.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44220.089844 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -44220.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44225.054688 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -44225.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44233.058594 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -44233.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44243.187500 Penalty: 3019.040283
	Iteration 13Q: 3 clusters Score -44243.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44246.042969 Penalty: 3019.040283
	Iteration 14Q: 3 clusters Score -44246.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44247.808594 Penalty: 3019.040283
	Iteration 15Q: 3 clusters Score -44247.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44257.917969 Penalty: 3019.040283
	Iteration 16Q: 3 clusters Score -44257.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44268.503906 Penalty: 3019.040283
	Iteration 17Q: 3 clusters Score -44268.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44284.167969 Penalty: 3019.040283
	Iteration 18Q: 3 clusters Score -44284.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44293.503906 Penalty: 3019.040283
	Iteration 19Q: 3 clusters Score -44293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44296.933594 Penalty: 3019.040283
	Iteration 20F: 3 clusters Score -44296.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44300.445312 Penalty: 3019.040283
	Iteration 21Q: 3 clusters Score -44300.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44309.531250 Penalty: 3019.040283
	Iteration 22Q: 3 clusters Score -44309.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44315.601562 Penalty: 3019.040283
	Iteration 23Q: 3 clusters Score -44315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44321.652344 Penalty: 3019.040283
	Iteration 24Q: 3 clusters Score -44321.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44325.316406 Penalty: 3019.040283
	Iteration 25Q: 3 clusters Score -44325.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44353.679688 Penalty: 3019.040283
	Iteration 26Q: 3 clusters Score -44353.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44385.175781 Penalty: 3019.040283
	Iteration 27Q: 3 clusters Score -44385.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44402.308594 Penalty: 3019.040283
	Iteration 28Q: 3 clusters Score -44402.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44471.597656 Penalty: 3019.040283
	Iteration 29Q: 3 clusters Score -44471.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44578.789062 Penalty: 3019.040283
	Iteration 30Q: 3 clusters Score -44578.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44964.406250 Penalty: 3019.040283
	Iteration 31Q: 3 clusters Score -44964.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45007.273438 Penalty: 3019.040283
	Iteration 32Q: 3 clusters Score -45007.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45042.789062 Penalty: 3019.040283
	Iteration 33Q: 3 clusters Score -45042.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45058.773438 Penalty: 3019.040283
	Iteration 34Q: 3 clusters Score -45058.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45099.859375 Penalty: 3019.040283
	Iteration 35Q: 3 clusters Score -45099.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45124.500000 Penalty: 3019.040283
	Iteration 36Q: 3 clusters Score -45124.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45143.691406 Penalty: 3019.040283
	Iteration 37Q: 3 clusters Score -45143.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45150.843750 Penalty: 3019.040283
	Iteration 38Q: 3 clusters Score -45150.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45159.468750 Penalty: 3019.040283
	Iteration 39Q: 3 clusters Score -45159.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45173.625000 Penalty: 3019.040283
	Iteration 40F: 3 clusters Score -45173.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45212.843750 Penalty: 3019.040283
	Iteration 41Q: 3 clusters Score -45212.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45273.550781 Penalty: 3019.040283
	Iteration 42Q: 3 clusters Score -45273.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45325.015625 Penalty: 3019.040283
	Iteration 43Q: 3 clusters Score -45325.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45414.359375 Penalty: 3019.040283
	Iteration 44Q: 3 clusters Score -45414.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45444.003906 Penalty: 3019.040283
	Iteration 45Q: 3 clusters Score -45444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45447.914062 Penalty: 3019.040283
	Iteration 46Q: 3 clusters Score -45447.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45447.914062 Penalty: 3019.040283
	Iteration 47F: 3 clusters Score -45447.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136425 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 147019 members 
Mstep: Class 4 contains 7927 members 
Mstep: Class 5 contains 19016 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 9074 members 
Mstep: Class 10 contains 148575 members 
Mstep: Class 11 contains 72752 members 
Mstep: Class 12 contains 76156 members 
Mstep: Class 13 contains 78480 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151122 members 
Mstep: Class 17 contains 124958 members 
Mstep: Class 18 contains 129855 members 
Mstep: Class 19 contains 165935 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 173 members 
Entering Unmasked Estep 
Score: -161326624.000000 Penalty: 76770.804688
Splitting cluster 21 changes total score from -161328784.000000 to -161326624.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136425 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 147019 members 
Mstep: Class 4 contains 7927 members 
Mstep: Class 5 contains 19016 members 
Mstep: Class 6 contains 15381 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 9074 members 
Mstep: Class 10 contains 148575 members 
Mstep: Class 11 contains 72752 members 
Mstep: Class 12 contains 76156 members 
Mstep: Class 13 contains 78480 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151122 members 
Mstep: Class 17 contains 124958 members 
Mstep: Class 18 contains 129855 members 
Mstep: Class 19 contains 165935 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328688.000000 Penalty: 73281.218750
Iteration 199Q: 22 clusters Score -1.613287e+08 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 136773 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 147231 members 
Mstep: Class 4 contains 7927 members 
Mstep: Class 5 contains 19488 members 
Mstep: Class 6 contains 15385 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 9081 members 
Mstep: Class 10 contains 148924 members 
Mstep: Class 11 contains 72668 members 
Mstep: Class 12 contains 76093 members 
Mstep: Class 13 contains 78500 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151013 members 
Mstep: Class 17 contains 125028 members 
Mstep: Class 18 contains 128510 members 
Mstep: Class 19 contains 166055 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328336.000000 Penalty: 73281.218750
Iteration 200F: 22 clusters Score -1.613283e+08 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137131 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 147452 members 
Mstep: Class 4 contains 7928 members 
Mstep: Class 5 contains 19942 members 
Mstep: Class 6 contains 15378 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 149259 members 
Mstep: Class 11 contains 72586 members 
Mstep: Class 12 contains 76027 members 
Mstep: Class 13 contains 78526 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150862 members 
Mstep: Class 17 contains 125101 members 
Mstep: Class 18 contains 127166 members 
Mstep: Class 19 contains 166234 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328096.000000 Penalty: 73281.218750
Iteration 201Q: 22 clusters Score -1.613281e+08 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137535 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 147643 members 
Mstep: Class 4 contains 7928 members 
Mstep: Class 5 contains 20380 members 
Mstep: Class 6 contains 15364 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 9086 members 
Mstep: Class 10 contains 149583 members 
Mstep: Class 11 contains 72501 members 
Mstep: Class 12 contains 75973 members 
Mstep: Class 13 contains 78570 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150691 members 
Mstep: Class 17 contains 125242 members 
Mstep: Class 18 contains 125834 members 
Mstep: Class 19 contains 166347 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327296.000000 Penalty: 73281.218750
Iteration 202Q: 22 clusters Score -1.613273e+08 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 137952 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 147843 members 
Mstep: Class 4 contains 7928 members 
Mstep: Class 5 contains 20850 members 
Mstep: Class 6 contains 15357 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 149858 members 
Mstep: Class 11 contains 72404 members 
Mstep: Class 12 contains 75920 members 
Mstep: Class 13 contains 78600 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150563 members 
Mstep: Class 17 contains 125383 members 
Mstep: Class 18 contains 124565 members 
Mstep: Class 19 contains 166355 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326880.000000 Penalty: 73281.218750
Iteration 203Q: 22 clusters Score -1.613269e+08 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138394 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 147989 members 
Mstep: Class 4 contains 7927 members 
Mstep: Class 5 contains 21318 members 
Mstep: Class 6 contains 15351 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 9104 members 
Mstep: Class 10 contains 150048 members 
Mstep: Class 11 contains 72322 members 
Mstep: Class 12 contains 75895 members 
Mstep: Class 13 contains 78608 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150382 members 
Mstep: Class 17 contains 125536 members 
Mstep: Class 18 contains 123294 members 
Mstep: Class 19 contains 166507 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326576.000000 Penalty: 73281.218750
Iteration 204Q: 22 clusters Score -1.613266e+08 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 138866 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 148124 members 
Mstep: Class 4 contains 7928 members 
Mstep: Class 5 contains 21777 members 
Mstep: Class 6 contains 15360 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 9107 members 
Mstep: Class 10 contains 150179 members 
Mstep: Class 11 contains 72263 members 
Mstep: Class 12 contains 75863 members 
Mstep: Class 13 contains 78619 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150236 members 
Mstep: Class 17 contains 125668 members 
Mstep: Class 18 contains 122098 members 
Mstep: Class 19 contains 166586 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325904.000000 Penalty: 73281.218750
Iteration 205Q: 22 clusters Score -1.613259e+08 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 139340 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 148291 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 15357 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 9116 members 
Mstep: Class 10 contains 150315 members 
Mstep: Class 11 contains 72206 members 
Mstep: Class 12 contains 75827 members 
Mstep: Class 13 contains 78638 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150004 members 
Mstep: Class 17 contains 125805 members 
Mstep: Class 18 contains 120974 members 
Mstep: Class 19 contains 166616 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325696.000000 Penalty: 73281.218750
Iteration 206Q: 22 clusters Score -1.613257e+08 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 139826 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 148475 members 
Mstep: Class 4 contains 7922 members 
Mstep: Class 5 contains 22742 members 
Mstep: Class 6 contains 15359 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 9113 members 
Mstep: Class 10 contains 150397 members 
Mstep: Class 11 contains 72117 members 
Mstep: Class 12 contains 75808 members 
Mstep: Class 13 contains 78656 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149768 members 
Mstep: Class 17 contains 125969 members 
Mstep: Class 18 contains 119907 members 
Mstep: Class 19 contains 166618 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325888.000000 Penalty: 73281.218750
Iteration 207Q: 22 clusters Score -1.613259e+08 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 140309 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 148652 members 
Mstep: Class 4 contains 7923 members 
Mstep: Class 5 contains 23246 members 
Mstep: Class 6 contains 15368 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 9109 members 
Mstep: Class 10 contains 150472 members 
Mstep: Class 11 contains 72029 members 
Mstep: Class 12 contains 75788 members 
Mstep: Class 13 contains 78670 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149542 members 
Mstep: Class 17 contains 126093 members 
Mstep: Class 18 contains 118856 members 
Mstep: Class 19 contains 166620 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325552.000000 Penalty: 73281.218750
Iteration 208Q: 22 clusters Score -1.613256e+08 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 140807 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 148782 members 
Mstep: Class 4 contains 7924 members 
Mstep: Class 5 contains 23753 members 
Mstep: Class 6 contains 15380 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 9104 members 
Mstep: Class 10 contains 150555 members 
Mstep: Class 11 contains 71956 members 
Mstep: Class 12 contains 75773 members 
Mstep: Class 13 contains 78668 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149318 members 
Mstep: Class 17 contains 126168 members 
Mstep: Class 18 contains 117777 members 
Mstep: Class 19 contains 166711 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325472.000000 Penalty: 73281.218750
Iteration 209Q: 22 clusters Score -1.613255e+08 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 141304 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 148868 members 
Mstep: Class 4 contains 7924 members 
Mstep: Class 5 contains 24279 members 
Mstep: Class 6 contains 15406 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1180 members 
Mstep: Class 9 contains 9110 members 
Mstep: Class 10 contains 150631 members 
Mstep: Class 11 contains 71893 members 
Mstep: Class 12 contains 75752 members 
Mstep: Class 13 contains 78630 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149153 members 
Mstep: Class 17 contains 126264 members 
Mstep: Class 18 contains 116753 members 
Mstep: Class 19 contains 166709 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325200.000000 Penalty: 73281.218750
Iteration 210Q: 22 clusters Score -1.613252e+08 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 141808 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 148981 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 24779 members 
Mstep: Class 6 contains 15419 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 9116 members 
Mstep: Class 10 contains 150650 members 
Mstep: Class 11 contains 71823 members 
Mstep: Class 12 contains 75739 members 
Mstep: Class 13 contains 78606 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149020 members 
Mstep: Class 17 contains 126295 members 
Mstep: Class 18 contains 115759 members 
Mstep: Class 19 contains 166757 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325440.000000 Penalty: 73281.218750
Iteration 211Q: 22 clusters Score -1.613254e+08 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 142321 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 149083 members 
Mstep: Class 4 contains 7927 members 
Mstep: Class 5 contains 25298 members 
Mstep: Class 6 contains 15437 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 9120 members 
Mstep: Class 10 contains 150611 members 
Mstep: Class 11 contains 71777 members 
Mstep: Class 12 contains 75707 members 
Mstep: Class 13 contains 78586 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 148875 members 
Mstep: Class 17 contains 126293 members 
Mstep: Class 18 contains 114752 members 
Mstep: Class 19 contains 166892 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325184.000000 Penalty: 73281.218750
Iteration 212Q: 22 clusters Score -1.613252e+08 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 142855 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 149140 members 
Mstep: Class 4 contains 7930 members 
Mstep: Class 5 contains 25818 members 
Mstep: Class 6 contains 15449 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 9126 members 
Mstep: Class 10 contains 150628 members 
Mstep: Class 11 contains 71757 members 
Mstep: Class 12 contains 75690 members 
Mstep: Class 13 contains 78595 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 148778 members 
Mstep: Class 17 contains 126277 members 
Mstep: Class 18 contains 113721 members 
Mstep: Class 19 contains 166916 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325408.000000 Penalty: 73281.218750
Iteration 213Q: 22 clusters Score -1.613254e+08 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143414 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 149159 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 26366 members 
Mstep: Class 6 contains 15457 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 9124 members 
Mstep: Class 10 contains 150720 members 
Mstep: Class 11 contains 71715 members 
Mstep: Class 12 contains 75681 members 
Mstep: Class 13 contains 78583 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 148643 members 
Mstep: Class 17 contains 126258 members 
Mstep: Class 18 contains 112669 members 
Mstep: Class 19 contains 166968 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325488.000000 Penalty: 73281.218750
Iteration 214Q: 22 clusters Score -1.613255e+08 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143878 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 149230 members 
Mstep: Class 4 contains 7924 members 
Mstep: Class 5 contains 26891 members 
Mstep: Class 6 contains 15444 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 9129 members 
Mstep: Class 10 contains 150805 members 
Mstep: Class 11 contains 71694 members 
Mstep: Class 12 contains 75695 members 
Mstep: Class 13 contains 78575 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 148542 members 
Mstep: Class 17 contains 126237 members 
Mstep: Class 18 contains 111566 members 
Mstep: Class 19 contains 167075 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325648.000000 Penalty: 73281.218750
Iteration 215Q: 22 clusters Score -1.613256e+08 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144319 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 149285 members 
Mstep: Class 4 contains 7923 members 
Mstep: Class 5 contains 27441 members 
Mstep: Class 6 contains 15432 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 9151 members 
Mstep: Class 10 contains 150880 members 
Mstep: Class 11 contains 71631 members 
Mstep: Class 12 contains 75733 members 
Mstep: Class 13 contains 78562 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 148456 members 
Mstep: Class 17 contains 126172 members 
Mstep: Class 18 contains 110426 members 
Mstep: Class 19 contains 167274 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325440.000000 Penalty: 73281.218750
Iteration 216Q: 22 clusters Score -1.613254e+08 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144716 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 149307 members 
Mstep: Class 4 contains 7922 members 
Mstep: Class 5 contains 28035 members 
Mstep: Class 6 contains 15432 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 9154 members 
Mstep: Class 10 contains 150948 members 
Mstep: Class 11 contains 71582 members 
Mstep: Class 12 contains 75741 members 
Mstep: Class 13 contains 78555 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 148389 members 
Mstep: Class 17 contains 126106 members 
Mstep: Class 18 contains 109294 members 
Mstep: Class 19 contains 167501 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325984.000000 Penalty: 73281.218750
Iteration 217Q: 22 clusters Score -1.61326e+08 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145070 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 149294 members 
Mstep: Class 4 contains 7920 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 15434 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 9159 members 
Mstep: Class 10 contains 151012 members 
Mstep: Class 11 contains 71549 members 
Mstep: Class 12 contains 75746 members 
Mstep: Class 13 contains 78551 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 148362 members 
Mstep: Class 17 contains 126008 members 
Mstep: Class 18 contains 108194 members 
Mstep: Class 19 contains 167765 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325760.000000 Penalty: 73281.218750
Iteration 218Q: 22 clusters Score -1.613258e+08 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145349 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 149275 members 
Mstep: Class 4 contains 7919 members 
Mstep: Class 5 contains 29192 members 
Mstep: Class 6 contains 15431 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9164 members 
Mstep: Class 10 contains 151044 members 
Mstep: Class 11 contains 71521 members 
Mstep: Class 12 contains 75780 members 
Mstep: Class 13 contains 78561 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 148332 members 
Mstep: Class 17 contains 125925 members 
Mstep: Class 18 contains 107020 members 
Mstep: Class 19 contains 168175 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325424.000000 Penalty: 73281.218750
Iteration 219Q: 22 clusters Score -1.613254e+08 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145541 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 149269 members 
Mstep: Class 4 contains 7920 members 
Mstep: Class 5 contains 29767 members 
Mstep: Class 6 contains 15418 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 9158 members 
Mstep: Class 10 contains 151058 members 
Mstep: Class 11 contains 71456 members 
Mstep: Class 12 contains 75813 members 
Mstep: Class 13 contains 78562 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 148286 members 
Mstep: Class 17 contains 125878 members 
Mstep: Class 18 contains 105746 members 
Mstep: Class 19 contains 168815 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325328.000000 Penalty: 73281.218750
Iteration 220F: 22 clusters Score -1.613253e+08 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145678 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 149262 members 
Mstep: Class 4 contains 7921 members 
Mstep: Class 5 contains 30354 members 
Mstep: Class 6 contains 15424 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9163 members 
Mstep: Class 10 contains 151035 members 
Mstep: Class 11 contains 71409 members 
Mstep: Class 12 contains 75862 members 
Mstep: Class 13 contains 78542 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 148358 members 
Mstep: Class 17 contains 125800 members 
Mstep: Class 18 contains 104340 members 
Mstep: Class 19 contains 169539 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324944.000000 Penalty: 73281.218750
Iteration 221Q: 22 clusters Score -1.613249e+08 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145779 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 149274 members 
Mstep: Class 4 contains 7922 members 
Mstep: Class 5 contains 30968 members 
Mstep: Class 6 contains 15420 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 9168 members 
Mstep: Class 10 contains 151070 members 
Mstep: Class 11 contains 71337 members 
Mstep: Class 12 contains 75853 members 
Mstep: Class 13 contains 78513 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 148454 members 
Mstep: Class 17 contains 125765 members 
Mstep: Class 18 contains 102925 members 
Mstep: Class 19 contains 170237 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324528.000000 Penalty: 73281.218750
Iteration 222Q: 22 clusters Score -1.613245e+08 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145838 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 149298 members 
Mstep: Class 4 contains 7924 members 
Mstep: Class 5 contains 31586 members 
Mstep: Class 6 contains 15417 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 9176 members 
Mstep: Class 10 contains 151113 members 
Mstep: Class 11 contains 71255 members 
Mstep: Class 12 contains 75862 members 
Mstep: Class 13 contains 78498 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 148553 members 
Mstep: Class 17 contains 125733 members 
Mstep: Class 18 contains 101472 members 
Mstep: Class 19 contains 170955 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324800.000000 Penalty: 73281.218750
Iteration 223Q: 22 clusters Score -1.613248e+08 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145933 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 149300 members 
Mstep: Class 4 contains 7926 members 
Mstep: Class 5 contains 32161 members 
Mstep: Class 6 contains 15404 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1180 members 
Mstep: Class 9 contains 9188 members 
Mstep: Class 10 contains 151149 members 
Mstep: Class 11 contains 71219 members 
Mstep: Class 12 contains 75916 members 
Mstep: Class 13 contains 78482 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 148727 members 
Mstep: Class 17 contains 125699 members 
Mstep: Class 18 contains 99940 members 
Mstep: Class 19 contains 171635 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324576.000000 Penalty: 73281.218750
Iteration 224Q: 22 clusters Score -1.613246e+08 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145956 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 149264 members 
Mstep: Class 4 contains 7924 members 
Mstep: Class 5 contains 32759 members 
Mstep: Class 6 contains 15399 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1180 members 
Mstep: Class 9 contains 9204 members 
Mstep: Class 10 contains 151222 members 
Mstep: Class 11 contains 71157 members 
Mstep: Class 12 contains 75966 members 
Mstep: Class 13 contains 78487 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 148866 members 
Mstep: Class 17 contains 125681 members 
Mstep: Class 18 contains 98339 members 
Mstep: Class 19 contains 172455 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324544.000000 Penalty: 73281.218750
Iteration 225Q: 22 clusters Score -1.613245e+08 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146003 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 149225 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 33388 members 
Mstep: Class 6 contains 15400 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 9230 members 
Mstep: Class 10 contains 151332 members 
Mstep: Class 11 contains 71095 members 
Mstep: Class 12 contains 76046 members 
Mstep: Class 13 contains 78501 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149012 members 
Mstep: Class 17 contains 125611 members 
Mstep: Class 18 contains 96615 members 
Mstep: Class 19 contains 173300 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324656.000000 Penalty: 73281.218750
Iteration 226Q: 22 clusters Score -1.613247e+08 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146034 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 149196 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 34037 members 
Mstep: Class 6 contains 15408 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 9249 members 
Mstep: Class 10 contains 151466 members 
Mstep: Class 11 contains 71050 members 
Mstep: Class 12 contains 76148 members 
Mstep: Class 13 contains 78505 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149164 members 
Mstep: Class 17 contains 125556 members 
Mstep: Class 18 contains 94831 members 
Mstep: Class 19 contains 174111 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324784.000000 Penalty: 73281.218750
Iteration 227Q: 22 clusters Score -1.613248e+08 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146095 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 149210 members 
Mstep: Class 4 contains 7928 members 
Mstep: Class 5 contains 34723 members 
Mstep: Class 6 contains 15433 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 9255 members 
Mstep: Class 10 contains 151648 members 
Mstep: Class 11 contains 70965 members 
Mstep: Class 12 contains 76197 members 
Mstep: Class 13 contains 78509 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149419 members 
Mstep: Class 17 contains 125531 members 
Mstep: Class 18 contains 93092 members 
Mstep: Class 19 contains 174677 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324336.000000 Penalty: 73281.218750
Iteration 228Q: 22 clusters Score -1.613243e+08 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146175 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 149261 members 
Mstep: Class 4 contains 7930 members 
Mstep: Class 5 contains 35455 members 
Mstep: Class 6 contains 15455 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 9265 members 
Mstep: Class 10 contains 151805 members 
Mstep: Class 11 contains 70868 members 
Mstep: Class 12 contains 76244 members 
Mstep: Class 13 contains 78497 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149654 members 
Mstep: Class 17 contains 125589 members 
Mstep: Class 18 contains 91423 members 
Mstep: Class 19 contains 175062 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324448.000000 Penalty: 73281.218750
Iteration 229Q: 22 clusters Score -1.613244e+08 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146318 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 149316 members 
Mstep: Class 4 contains 7936 members 
Mstep: Class 5 contains 36245 members 
Mstep: Class 6 contains 15478 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 10 contains 151945 members 
Mstep: Class 11 contains 70750 members 
Mstep: Class 12 contains 76248 members 
Mstep: Class 13 contains 78491 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 149904 members 
Mstep: Class 17 contains 125625 members 
Mstep: Class 18 contains 89873 members 
Mstep: Class 19 contains 175295 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324432.000000 Penalty: 73281.218750
Iteration 230Q: 22 clusters Score -1.613244e+08 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146509 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 149343 members 
Mstep: Class 4 contains 7943 members 
Mstep: Class 5 contains 37037 members 
Mstep: Class 6 contains 15497 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 9256 members 
Mstep: Class 10 contains 152113 members 
Mstep: Class 11 contains 70631 members 
Mstep: Class 12 contains 76234 members 
Mstep: Class 13 contains 78489 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150150 members 
Mstep: Class 17 contains 125652 members 
Mstep: Class 18 contains 88329 members 
Mstep: Class 19 contains 175501 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324384.000000 Penalty: 73281.218750
Iteration 231Q: 22 clusters Score -1.613244e+08 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146701 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 149363 members 
Mstep: Class 4 contains 7950 members 
Mstep: Class 5 contains 37861 members 
Mstep: Class 6 contains 15518 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 9247 members 
Mstep: Class 10 contains 152298 members 
Mstep: Class 11 contains 70536 members 
Mstep: Class 12 contains 76203 members 
Mstep: Class 13 contains 78449 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150394 members 
Mstep: Class 17 contains 125714 members 
Mstep: Class 18 contains 86811 members 
Mstep: Class 19 contains 175639 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324144.000000 Penalty: 73281.218750
Iteration 232Q: 22 clusters Score -1.613241e+08 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146947 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 149386 members 
Mstep: Class 4 contains 7960 members 
Mstep: Class 5 contains 38740 members 
Mstep: Class 6 contains 15528 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 9250 members 
Mstep: Class 10 contains 152457 members 
Mstep: Class 11 contains 70469 members 
Mstep: Class 12 contains 76165 members 
Mstep: Class 13 contains 78424 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150529 members 
Mstep: Class 17 contains 125818 members 
Mstep: Class 18 contains 85411 members 
Mstep: Class 19 contains 175597 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324368.000000 Penalty: 73281.218750
Iteration 233Q: 22 clusters Score -1.613244e+08 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147123 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 149420 members 
Mstep: Class 4 contains 7967 members 
Mstep: Class 5 contains 39672 members 
Mstep: Class 6 contains 15546 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 9253 members 
Mstep: Class 10 contains 152549 members 
Mstep: Class 11 contains 70436 members 
Mstep: Class 12 contains 76115 members 
Mstep: Class 13 contains 78408 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150684 members 
Mstep: Class 17 contains 125918 members 
Mstep: Class 18 contains 83998 members 
Mstep: Class 19 contains 175593 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324560.000000 Penalty: 73281.218750
Iteration 234Q: 22 clusters Score -1.613246e+08 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147250 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 149448 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 40623 members 
Mstep: Class 6 contains 15541 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 9255 members 
Mstep: Class 10 contains 152639 members 
Mstep: Class 11 contains 70414 members 
Mstep: Class 12 contains 76052 members 
Mstep: Class 13 contains 78381 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150844 members 
Mstep: Class 17 contains 126050 members 
Mstep: Class 18 contains 82647 members 
Mstep: Class 19 contains 175559 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324528.000000 Penalty: 73281.218750
Iteration 235Q: 22 clusters Score -1.613245e+08 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147311 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 149497 members 
Mstep: Class 4 contains 7985 members 
Mstep: Class 5 contains 41606 members 
Mstep: Class 6 contains 15542 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 9253 members 
Mstep: Class 10 contains 152738 members 
Mstep: Class 11 contains 70403 members 
Mstep: Class 12 contains 75982 members 
Mstep: Class 13 contains 78341 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150928 members 
Mstep: Class 17 contains 126207 members 
Mstep: Class 18 contains 81329 members 
Mstep: Class 19 contains 175561 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324736.000000 Penalty: 73281.218750
Iteration 236Q: 22 clusters Score -1.613247e+08 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147312 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 149548 members 
Mstep: Class 4 contains 7988 members 
Mstep: Class 5 contains 42615 members 
Mstep: Class 6 contains 15535 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 9255 members 
Mstep: Class 10 contains 152816 members 
Mstep: Class 11 contains 70414 members 
Mstep: Class 12 contains 75893 members 
Mstep: Class 13 contains 78314 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150994 members 
Mstep: Class 17 contains 126355 members 
Mstep: Class 18 contains 79958 members 
Mstep: Class 19 contains 175682 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325280.000000 Penalty: 73281.218750
Iteration 237Q: 22 clusters Score -1.613253e+08 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147354 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 149627 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 43596 members 
Mstep: Class 6 contains 15535 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 9252 members 
Mstep: Class 10 contains 152863 members 
Mstep: Class 11 contains 70410 members 
Mstep: Class 12 contains 75817 members 
Mstep: Class 13 contains 78293 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151033 members 
Mstep: Class 17 contains 126492 members 
Mstep: Class 18 contains 78615 members 
Mstep: Class 19 contains 175799 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325392.000000 Penalty: 73281.218750
Iteration 238Q: 22 clusters Score -1.613254e+08 nChanged 5002
Entering ConstructFrom: 
Score: -161325392.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (147420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147420 members 
Entering Unmasked Estep 
Score: -18740088.000000 Penalty: 2951.458252
	Iteration 0F: 2 clusters Score -1.874009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -18642534.000000 Penalty: 5902.916504
	Iteration 0F: 3 clusters Score -1.864253e+07 nChanged 70209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 77589 members 
Entering Unmasked Estep 
Score: -18683620.000000 Penalty: 5902.916504
	Iteration 1F: 3 clusters Score -1.868362e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -18684842.000000 Penalty: 5902.916504
	Iteration 2Q: 3 clusters Score -1.868484e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
Score: -18686270.000000 Penalty: 5902.916504
	Iteration 3Q: 3 clusters Score -1.868627e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 89144 members 
Entering Unmasked Estep 
Score: -18688820.000000 Penalty: 5902.916504
	Iteration 4Q: 3 clusters Score -1.868882e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 97136 members 
Entering Unmasked Estep 
Score: -18693314.000000 Penalty: 5902.916504
	Iteration 5F: 3 clusters Score -1.869331e+07 nChanged 10726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 107772 members 
Entering Unmasked Estep 
Score: -18701088.000000 Penalty: 5902.916504
	Iteration 6F: 3 clusters Score -1.870109e+07 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 120251 members 
Entering Unmasked Estep 
Score: -18712012.000000 Penalty: 5902.916504
	Iteration 7F: 3 clusters Score -1.871201e+07 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 132234 members 
Entering Unmasked Estep 
Score: -18723786.000000 Penalty: 5902.916504
	Iteration 8F: 3 clusters Score -1.872379e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 140541 members 
Entering Unmasked Estep 
Score: -18732070.000000 Penalty: 5902.916504
	Iteration 9F: 3 clusters Score -1.873207e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 144651 members 
Entering Unmasked Estep 
Score: -18735604.000000 Penalty: 5902.916504
	Iteration 10Q: 3 clusters Score -1.87356e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 146204 members 
Entering Unmasked Estep 
Score: -18736724.000000 Penalty: 5902.916504
	Iteration 11Q: 3 clusters Score -1.873672e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 146700 members 
Entering Unmasked Estep 
Score: -18737112.000000 Penalty: 5902.916504
	Iteration 12Q: 3 clusters Score -1.873711e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 146884 members 
Entering Unmasked Estep 
Score: -18737284.000000 Penalty: 5902.916504
	Iteration 13Q: 3 clusters Score -1.873728e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 146962 members 
Entering Unmasked Estep 
Score: -18737382.000000 Penalty: 5902.916504
	Iteration 14Q: 3 clusters Score -1.873738e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 147010 members 
Entering Unmasked Estep 
Score: -18737440.000000 Penalty: 5902.916504
	Iteration 15Q: 3 clusters Score -1.873744e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 147030 members 
Entering Unmasked Estep 
Score: -18737488.000000 Penalty: 5902.916504
	Iteration 16Q: 3 clusters Score -1.873749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 147038 members 
Entering Unmasked Estep 
Score: -18737528.000000 Penalty: 5902.916504
	Iteration 17Q: 3 clusters Score -1.873753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 147050 members 
Entering Unmasked Estep 
Score: -18737516.000000 Penalty: 5902.916504
	Iteration 18Q: 3 clusters Score -1.873752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 147054 members 
Entering Unmasked Estep 
Score: -18737538.000000 Penalty: 5902.916504
	Iteration 19Q: 3 clusters Score -1.873754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 147057 members 
Entering Unmasked Estep 
Score: -18737534.000000 Penalty: 5902.916504
	Iteration 20F: 3 clusters Score -1.873753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 147061 members 
Entering Unmasked Estep 
Score: -18737544.000000 Penalty: 5902.916504
	Iteration 21Q: 3 clusters Score -1.873754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 147063 members 
Entering Unmasked Estep 
Score: -18737562.000000 Penalty: 5902.916504
	Iteration 22Q: 3 clusters Score -1.873756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 147064 members 
Entering Unmasked Estep 
Score: -18737556.000000 Penalty: 5902.916504
	Iteration 23Q: 3 clusters Score -1.873756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 147065 members 
Entering Unmasked Estep 
Score: -18737558.000000 Penalty: 5902.916504
	Iteration 24Q: 3 clusters Score -1.873756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 147065 members 
Entering Unmasked Estep 
Score: -18737558.000000 Penalty: 5902.916504
	Iteration 25F: 3 clusters Score -1.873756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Entering Unmasked Estep 
Score: -509508.781250 Penalty: 2064.254883
	Iteration 0F: 2 clusters Score -509508.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -505528.343750 Penalty: 4128.509766
	Iteration 0F: 3 clusters Score -505528.3 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -506499.562500 Penalty: 4128.509766
	Iteration 1F: 3 clusters Score -506499.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -506800.406250 Penalty: 4128.509766
	Iteration 2F: 3 clusters Score -506800.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -507108.937500 Penalty: 4128.509766
	Iteration 3F: 3 clusters Score -507108.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -507470.437500 Penalty: 4128.509766
	Iteration 4F: 3 clusters Score -507470.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -507865.062500 Penalty: 4128.509766
	Iteration 5F: 3 clusters Score -507865.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -508293.500000 Penalty: 4128.509766
	Iteration 6F: 3 clusters Score -508293.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -508750.687500 Penalty: 4128.509766
	Iteration 7F: 3 clusters Score -508750.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -509155.875000 Penalty: 4128.509766
	Iteration 8F: 3 clusters Score -509155.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -509491.625000 Penalty: 4128.509766
	Iteration 9Q: 3 clusters Score -509491.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -509719.687500 Penalty: 4128.509766
	Iteration 10Q: 3 clusters Score -509719.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -509815.093750 Penalty: 4128.509766
	Iteration 11Q: 3 clusters Score -509815.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -509862.875000 Penalty: 4128.509766
	Iteration 12Q: 3 clusters Score -509862.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -509894.843750 Penalty: 4128.509766
	Iteration 13Q: 3 clusters Score -509894.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -509917.250000 Penalty: 4128.509766
	Iteration 14Q: 3 clusters Score -509917.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -509943.062500 Penalty: 4128.509766
	Iteration 15Q: 3 clusters Score -509943.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -509972.812500 Penalty: 4128.509766
	Iteration 16Q: 3 clusters Score -509972.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -509988.250000 Penalty: 4128.509766
	Iteration 17Q: 3 clusters Score -509988.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -510004.093750 Penalty: 4128.509766
	Iteration 18Q: 3 clusters Score -510004.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -510019.062500 Penalty: 4128.509766
	Iteration 19Q: 3 clusters Score -510019.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -510031.062500 Penalty: 4128.509766
	Iteration 20F: 3 clusters Score -510031.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -510040.156250 Penalty: 4128.509766
	Iteration 21Q: 3 clusters Score -510040.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -510046.531250 Penalty: 4128.509766
	Iteration 22Q: 3 clusters Score -510046.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -510053.343750 Penalty: 4128.509766
	Iteration 23Q: 3 clusters Score -510053.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -510058.843750 Penalty: 4128.509766
	Iteration 24Q: 3 clusters Score -510058.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -510063.656250 Penalty: 4128.509766
	Iteration 25Q: 3 clusters Score -510063.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -510066.156250 Penalty: 4128.509766
	Iteration 26Q: 3 clusters Score -510066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -510067.375000 Penalty: 4128.509766
	Iteration 27Q: 3 clusters Score -510067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -510068.125000 Penalty: 4128.509766
	Iteration 28Q: 3 clusters Score -510068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -510068.093750 Penalty: 4128.509766
	Iteration 29Q: 3 clusters Score -510068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -510068.468750 Penalty: 4128.509766
	Iteration 30Q: 3 clusters Score -510068.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -510068.218750 Penalty: 4128.509766
	Iteration 31Q: 3 clusters Score -510068.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -510069.687500 Penalty: 4128.509766
	Iteration 32Q: 3 clusters Score -510069.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -510069.687500 Penalty: 4128.509766
	Iteration 33F: 3 clusters Score -510069.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147420 members 
Mstep: Class 2 contains 1864 members 
Mstep: Class 3 contains 149696 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 44563 members 
Mstep: Class 6 contains 15550 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 9243 members 
Mstep: Class 10 contains 152929 members 
Mstep: Class 11 contains 70384 members 
Mstep: Class 12 contains 75768 members 
Mstep: Class 13 contains 78264 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151059 members 
Mstep: Class 17 contains 126629 members 
Mstep: Class 18 contains 77379 members 
Mstep: Class 19 contains 175799 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 2256 members 
Entering Unmasked Estep 
Score: -161324592.000000 Penalty: 76770.804688
Splitting cluster 2 changes total score from -161325392.000000 to -161324592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (149696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149696 members 
Entering Unmasked Estep 
Score: -19291864.000000 Penalty: 2955.257812
	Iteration 0F: 2 clusters Score -1.929186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75117 members 
Mstep: Class 2 contains 74579 members 
Entering Unmasked Estep 
Score: -19196384.000000 Penalty: 5910.515625
	Iteration 0F: 3 clusters Score -1.919638e+07 nChanged 71871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 70780 members 
Entering Unmasked Estep 
Score: -19238060.000000 Penalty: 5910.515625
	Iteration 1F: 3 clusters Score -1.923806e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80795 members 
Mstep: Class 2 contains 68901 members 
Entering Unmasked Estep 
Score: -19239322.000000 Penalty: 5910.515625
	Iteration 2Q: 3 clusters Score -1.923932e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83506 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -19240902.000000 Penalty: 5910.515625
	Iteration 3Q: 3 clusters Score -1.92409e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87363 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -19243056.000000 Penalty: 5910.515625
	Iteration 4Q: 3 clusters Score -1.924306e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92399 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -19246176.000000 Penalty: 5910.515625
	Iteration 5Q: 3 clusters Score -1.924618e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98521 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -19250634.000000 Penalty: 5910.515625
	Iteration 6F: 3 clusters Score -1.925063e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105437 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -19256688.000000 Penalty: 5910.515625
	Iteration 7F: 3 clusters Score -1.925669e+07 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111764 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -19262918.000000 Penalty: 5910.515625
	Iteration 8F: 3 clusters Score -1.926292e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116515 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -19268324.000000 Penalty: 5910.515625
	Iteration 9F: 3 clusters Score -1.926832e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119446 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -19272024.000000 Penalty: 5910.515625
	Iteration 10Q: 3 clusters Score -1.927202e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121109 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -19274372.000000 Penalty: 5910.515625
	Iteration 11Q: 3 clusters Score -1.927437e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122054 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -19275426.000000 Penalty: 5910.515625
	Iteration 12Q: 3 clusters Score -1.927543e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122825 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -19276072.000000 Penalty: 5910.515625
	Iteration 13Q: 3 clusters Score -1.927607e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123564 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -19276440.000000 Penalty: 5910.515625
	Iteration 14Q: 3 clusters Score -1.927644e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124281 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -19276752.000000 Penalty: 5910.515625
	Iteration 15Q: 3 clusters Score -1.927675e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125023 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -19276922.000000 Penalty: 5910.515625
	Iteration 16Q: 3 clusters Score -1.927692e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125801 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -19277240.000000 Penalty: 5910.515625
	Iteration 17Q: 3 clusters Score -1.927724e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126581 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -19277602.000000 Penalty: 5910.515625
	Iteration 18Q: 3 clusters Score -1.92776e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127292 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -19277818.000000 Penalty: 5910.515625
	Iteration 19Q: 3 clusters Score -1.927782e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127981 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -19278060.000000 Penalty: 5910.515625
	Iteration 20F: 3 clusters Score -1.927806e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128670 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -19278278.000000 Penalty: 5910.515625
	Iteration 21Q: 3 clusters Score -1.927828e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129373 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -19278590.000000 Penalty: 5910.515625
	Iteration 22Q: 3 clusters Score -1.927859e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130081 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -19278812.000000 Penalty: 5910.515625
	Iteration 23Q: 3 clusters Score -1.927881e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130813 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -19279104.000000 Penalty: 5910.515625
	Iteration 24Q: 3 clusters Score -1.92791e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131554 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -19279406.000000 Penalty: 5910.515625
	Iteration 25Q: 3 clusters Score -1.927941e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132340 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -19279760.000000 Penalty: 5910.515625
	Iteration 26Q: 3 clusters Score -1.927976e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133190 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -19280150.000000 Penalty: 5910.515625
	Iteration 27Q: 3 clusters Score -1.928015e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134105 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -19280556.000000 Penalty: 5910.515625
	Iteration 28Q: 3 clusters Score -1.928056e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134967 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -19280938.000000 Penalty: 5910.515625
	Iteration 29Q: 3 clusters Score -1.928094e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135839 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -19281408.000000 Penalty: 5910.515625
	Iteration 30Q: 3 clusters Score -1.928141e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136711 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -19281818.000000 Penalty: 5910.515625
	Iteration 31Q: 3 clusters Score -1.928182e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137608 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -19282346.000000 Penalty: 5910.515625
	Iteration 32Q: 3 clusters Score -1.928235e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138497 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -19282804.000000 Penalty: 5910.515625
	Iteration 33Q: 3 clusters Score -1.92828e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139396 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -19283376.000000 Penalty: 5910.515625
	Iteration 34Q: 3 clusters Score -1.928338e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140264 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -19283874.000000 Penalty: 5910.515625
	Iteration 35Q: 3 clusters Score -1.928387e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141097 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -19284324.000000 Penalty: 5910.515625
	Iteration 36Q: 3 clusters Score -1.928432e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141896 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -19284766.000000 Penalty: 5910.515625
	Iteration 37Q: 3 clusters Score -1.928477e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142691 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -19285088.000000 Penalty: 5910.515625
	Iteration 38Q: 3 clusters Score -1.928509e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143408 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -19285400.000000 Penalty: 5910.515625
	Iteration 39Q: 3 clusters Score -1.92854e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144081 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -19285716.000000 Penalty: 5910.515625
	Iteration 40F: 3 clusters Score -1.928572e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144679 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -19286092.000000 Penalty: 5910.515625
	Iteration 41Q: 3 clusters Score -1.928609e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145226 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -19286446.000000 Penalty: 5910.515625
	Iteration 42Q: 3 clusters Score -1.928645e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145740 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -19286800.000000 Penalty: 5910.515625
	Iteration 43Q: 3 clusters Score -1.92868e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146215 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -19287212.000000 Penalty: 5910.515625
	Iteration 44Q: 3 clusters Score -1.928721e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146642 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -19287516.000000 Penalty: 5910.515625
	Iteration 45Q: 3 clusters Score -1.928752e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147002 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -19287774.000000 Penalty: 5910.515625
	Iteration 46Q: 3 clusters Score -1.928777e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147291 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -19288016.000000 Penalty: 5910.515625
	Iteration 47Q: 3 clusters Score -1.928802e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147542 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -19288160.000000 Penalty: 5910.515625
	Iteration 48Q: 3 clusters Score -1.928816e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147751 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -19288350.000000 Penalty: 5910.515625
	Iteration 49Q: 3 clusters Score -1.928835e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147912 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -19288430.000000 Penalty: 5910.515625
	Iteration 50Q: 3 clusters Score -1.928843e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148053 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -19288576.000000 Penalty: 5910.515625
	Iteration 51Q: 3 clusters Score -1.928858e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148172 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -19288698.000000 Penalty: 5910.515625
	Iteration 52Q: 3 clusters Score -1.92887e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148271 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -19288790.000000 Penalty: 5910.515625
	Iteration 53Q: 3 clusters Score -1.928879e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148354 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -19288904.000000 Penalty: 5910.515625
	Iteration 54Q: 3 clusters Score -1.92889e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148421 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -19288942.000000 Penalty: 5910.515625
	Iteration 55Q: 3 clusters Score -1.928894e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148479 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -19288972.000000 Penalty: 5910.515625
	Iteration 56Q: 3 clusters Score -1.928897e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148511 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -19289018.000000 Penalty: 5910.515625
	Iteration 57Q: 3 clusters Score -1.928902e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148548 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -19289042.000000 Penalty: 5910.515625
	Iteration 58Q: 3 clusters Score -1.928904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148576 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -19289072.000000 Penalty: 5910.515625
	Iteration 59Q: 3 clusters Score -1.928907e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148606 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -19289084.000000 Penalty: 5910.515625
	Iteration 60F: 3 clusters Score -1.928908e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148633 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -19289088.000000 Penalty: 5910.515625
	Iteration 61Q: 3 clusters Score -1.928909e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148652 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -19289104.000000 Penalty: 5910.515625
	Iteration 62Q: 3 clusters Score -1.92891e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148666 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -19289116.000000 Penalty: 5910.515625
	Iteration 63Q: 3 clusters Score -1.928912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148671 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -19289116.000000 Penalty: 5910.515625
	Iteration 64Q: 3 clusters Score -1.928912e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148684 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -19289128.000000 Penalty: 5910.515625
	Iteration 65Q: 3 clusters Score -1.928913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148690 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -19289120.000000 Penalty: 5910.515625
	Iteration 66Q: 3 clusters Score -1.928912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148704 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -19289128.000000 Penalty: 5910.515625
	Iteration 67Q: 3 clusters Score -1.928913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148720 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -19289142.000000 Penalty: 5910.515625
	Iteration 68Q: 3 clusters Score -1.928914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148733 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -19289146.000000 Penalty: 5910.515625
	Iteration 69Q: 3 clusters Score -1.928915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148742 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -19289152.000000 Penalty: 5910.515625
	Iteration 70Q: 3 clusters Score -1.928915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148748 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -19289164.000000 Penalty: 5910.515625
	Iteration 71Q: 3 clusters Score -1.928916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148751 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -19289170.000000 Penalty: 5910.515625
	Iteration 72Q: 3 clusters Score -1.928917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148757 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -19289188.000000 Penalty: 5910.515625
	Iteration 73Q: 3 clusters Score -1.928919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148761 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -19289190.000000 Penalty: 5910.515625
	Iteration 74Q: 3 clusters Score -1.928919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148765 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -19289200.000000 Penalty: 5910.515625
	Iteration 75Q: 3 clusters Score -1.92892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148771 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -19289212.000000 Penalty: 5910.515625
	Iteration 76Q: 3 clusters Score -1.928921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148772 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -19289204.000000 Penalty: 5910.515625
	Iteration 77Q: 3 clusters Score -1.92892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148775 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -19289214.000000 Penalty: 5910.515625
	Iteration 78Q: 3 clusters Score -1.928921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148779 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -19289210.000000 Penalty: 5910.515625
	Iteration 79Q: 3 clusters Score -1.928921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148783 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -19289216.000000 Penalty: 5910.515625
	Iteration 80F: 3 clusters Score -1.928922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148785 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -19289232.000000 Penalty: 5910.515625
	Iteration 81Q: 3 clusters Score -1.928923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148790 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -19289226.000000 Penalty: 5910.515625
	Iteration 82Q: 3 clusters Score -1.928923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148792 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -19289238.000000 Penalty: 5910.515625
	Iteration 83Q: 3 clusters Score -1.928924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148793 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -19289238.000000 Penalty: 5910.515625
	Iteration 84Q: 3 clusters Score -1.928924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148794 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -19289252.000000 Penalty: 5910.515625
	Iteration 85Q: 3 clusters Score -1.928925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148795 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -19289242.000000 Penalty: 5910.515625
	Iteration 86Q: 3 clusters Score -1.928924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148796 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -19289240.000000 Penalty: 5910.515625
	Iteration 87Q: 3 clusters Score -1.928924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148797 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -19289230.000000 Penalty: 5910.515625
	Iteration 88Q: 3 clusters Score -1.928923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148798 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -19289244.000000 Penalty: 5910.515625
	Iteration 89Q: 3 clusters Score -1.928924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148800 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -19289230.000000 Penalty: 5910.515625
	Iteration 90Q: 3 clusters Score -1.928923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148802 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -19289244.000000 Penalty: 5910.515625
	Iteration 91Q: 3 clusters Score -1.928924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148805 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -19289242.000000 Penalty: 5910.515625
	Iteration 92Q: 3 clusters Score -1.928924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148806 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -19289242.000000 Penalty: 5910.515625
	Iteration 93Q: 3 clusters Score -1.928924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148806 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -19289242.000000 Penalty: 5910.515625
	Iteration 94F: 3 clusters Score -1.928924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Entering Unmasked Estep 
Score: -964289.875000 Penalty: 2228.700684
	Iteration 0F: 2 clusters Score -964289.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -957869.687500 Penalty: 4457.401367
	Iteration 0F: 3 clusters Score -957869.7 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -959676.750000 Penalty: 4457.401367
	Iteration 1F: 3 clusters Score -959676.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -960238.625000 Penalty: 4457.401367
	Iteration 2F: 3 clusters Score -960238.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -960857.937500 Penalty: 4457.401367
	Iteration 3F: 3 clusters Score -960857.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -961475.750000 Penalty: 4457.401367
	Iteration 4F: 3 clusters Score -961475.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -962041.687500 Penalty: 4457.401367
	Iteration 5F: 3 clusters Score -962041.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -962453.187500 Penalty: 4457.401367
	Iteration 6F: 3 clusters Score -962453.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -962705.250000 Penalty: 4457.401367
	Iteration 7Q: 3 clusters Score -962705.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -962882.000000 Penalty: 4457.401367
	Iteration 8Q: 3 clusters Score -962882 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -962993.812500 Penalty: 4457.401367
	Iteration 9Q: 3 clusters Score -962993.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -963053.375000 Penalty: 4457.401367
	Iteration 10Q: 3 clusters Score -963053.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -963090.437500 Penalty: 4457.401367
	Iteration 11Q: 3 clusters Score -963090.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -963119.812500 Penalty: 4457.401367
	Iteration 12Q: 3 clusters Score -963119.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -963142.312500 Penalty: 4457.401367
	Iteration 13Q: 3 clusters Score -963142.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -963159.062500 Penalty: 4457.401367
	Iteration 14Q: 3 clusters Score -963159.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -963171.750000 Penalty: 4457.401367
	Iteration 15Q: 3 clusters Score -963171.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -963186.625000 Penalty: 4457.401367
	Iteration 16Q: 3 clusters Score -963186.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -963196.812500 Penalty: 4457.401367
	Iteration 17Q: 3 clusters Score -963196.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -963204.687500 Penalty: 4457.401367
	Iteration 18Q: 3 clusters Score -963204.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -963208.875000 Penalty: 4457.401367
	Iteration 19Q: 3 clusters Score -963208.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -963214.812500 Penalty: 4457.401367
	Iteration 20F: 3 clusters Score -963214.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -963221.500000 Penalty: 4457.401367
	Iteration 21Q: 3 clusters Score -963221.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -963226.312500 Penalty: 4457.401367
	Iteration 22Q: 3 clusters Score -963226.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -963231.687500 Penalty: 4457.401367
	Iteration 23Q: 3 clusters Score -963231.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -963236.812500 Penalty: 4457.401367
	Iteration 24Q: 3 clusters Score -963236.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -963238.562500 Penalty: 4457.401367
	Iteration 25Q: 3 clusters Score -963238.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -963243.312500 Penalty: 4457.401367
	Iteration 26Q: 3 clusters Score -963243.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -963239.750000 Penalty: 4457.401367
	Iteration 27Q: 3 clusters Score -963239.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -963242.625000 Penalty: 4457.401367
	Iteration 28Q: 3 clusters Score -963242.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -963241.562500 Penalty: 4457.401367
	Iteration 29Q: 3 clusters Score -963241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -963244.250000 Penalty: 4457.401367
	Iteration 30Q: 3 clusters Score -963244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -963245.812500 Penalty: 4457.401367
	Iteration 31Q: 3 clusters Score -963245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -963251.687500 Penalty: 4457.401367
	Iteration 32Q: 3 clusters Score -963251.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -963251.437500 Penalty: 4457.401367
	Iteration 33Q: 3 clusters Score -963251.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -963254.625000 Penalty: 4457.401367
	Iteration 34Q: 3 clusters Score -963254.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -963257.062500 Penalty: 4457.401367
	Iteration 35Q: 3 clusters Score -963257.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -963258.625000 Penalty: 4457.401367
	Iteration 36Q: 3 clusters Score -963258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -963258.062500 Penalty: 4457.401367
	Iteration 37Q: 3 clusters Score -963258.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -963259.375000 Penalty: 4457.401367
	Iteration 38Q: 3 clusters Score -963259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -963259.625000 Penalty: 4457.401367
	Iteration 39Q: 3 clusters Score -963259.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -963260.312500 Penalty: 4457.401367
	Iteration 40F: 3 clusters Score -963260.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -963261.687500 Penalty: 4457.401367
	Iteration 41Q: 3 clusters Score -963261.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -963264.187500 Penalty: 4457.401367
	Iteration 42Q: 3 clusters Score -963264.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -963264.562500 Penalty: 4457.401367
	Iteration 43Q: 3 clusters Score -963264.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -963264.562500 Penalty: 4457.401367
	Iteration 44F: 3 clusters Score -963264.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Entering Unmasked Estep 
Score: -5832520.000000 Penalty: 2654.755615
	Iteration 0F: 2 clusters Score -5832520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -5802209.000000 Penalty: 5309.511230
	Iteration 0F: 3 clusters Score -5802209 nChanged 20501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -5813592.000000 Penalty: 5309.511230
	Iteration 1F: 3 clusters Score -5813592 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -5814033.500000 Penalty: 5309.511230
	Iteration 2Q: 3 clusters Score -5814034 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -5814439.000000 Penalty: 5309.511230
	Iteration 3Q: 3 clusters Score -5814439 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -5814840.500000 Penalty: 5309.511230
	Iteration 4Q: 3 clusters Score -5814840 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -5815382.000000 Penalty: 5309.511230
	Iteration 5Q: 3 clusters Score -5815382 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -5816051.500000 Penalty: 5309.511230
	Iteration 6Q: 3 clusters Score -5816052 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -5817083.500000 Penalty: 5309.511230
	Iteration 7Q: 3 clusters Score -5817084 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -5818848.500000 Penalty: 5309.511230
	Iteration 8F: 3 clusters Score -5818848 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -5821500.500000 Penalty: 5309.511230
	Iteration 9F: 3 clusters Score -5821500 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -5824732.000000 Penalty: 5309.511230
	Iteration 10F: 3 clusters Score -5824732 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5827431.000000 Penalty: 5309.511230
	Iteration 11F: 3 clusters Score -5827431 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -5829050.000000 Penalty: 5309.511230
	Iteration 12Q: 3 clusters Score -5829050 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -5829676.000000 Penalty: 5309.511230
	Iteration 13Q: 3 clusters Score -5829676 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -5829916.000000 Penalty: 5309.511230
	Iteration 14Q: 3 clusters Score -5829916 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -5830011.500000 Penalty: 5309.511230
	Iteration 15Q: 3 clusters Score -5830012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -5830070.500000 Penalty: 5309.511230
	Iteration 16Q: 3 clusters Score -5830070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -5830113.500000 Penalty: 5309.511230
	Iteration 17Q: 3 clusters Score -5830114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -5830137.500000 Penalty: 5309.511230
	Iteration 18Q: 3 clusters Score -5830138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -5830145.000000 Penalty: 5309.511230
	Iteration 19Q: 3 clusters Score -5830145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -5830155.000000 Penalty: 5309.511230
	Iteration 20F: 3 clusters Score -5830155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -5830156.500000 Penalty: 5309.511230
	Iteration 21Q: 3 clusters Score -5830156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -5830162.500000 Penalty: 5309.511230
	Iteration 22Q: 3 clusters Score -5830162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -5830167.500000 Penalty: 5309.511230
	Iteration 23Q: 3 clusters Score -5830168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -5830162.000000 Penalty: 5309.511230
	Iteration 24Q: 3 clusters Score -5830162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -5830168.500000 Penalty: 5309.511230
	Iteration 25Q: 3 clusters Score -5830168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -5830168.500000 Penalty: 5309.511230
	Iteration 26F: 3 clusters Score -5830168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Entering Unmasked Estep 
Score: -1999962.500000 Penalty: 2393.650391
	Iteration 0F: 2 clusters Score -1999962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1988633.750000 Penalty: 4787.300781
	Iteration 0F: 3 clusters Score -1988634 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1992308.875000 Penalty: 4787.300781
	Iteration 1F: 3 clusters Score -1992309 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1992717.500000 Penalty: 4787.300781
	Iteration 2F: 3 clusters Score -1992718 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1993079.625000 Penalty: 4787.300781
	Iteration 3F: 3 clusters Score -1993080 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1993434.500000 Penalty: 4787.300781
	Iteration 4F: 3 clusters Score -1993434 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1993758.125000 Penalty: 4787.300781
	Iteration 5Q: 3 clusters Score -1993758 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1994111.750000 Penalty: 4787.300781
	Iteration 6Q: 3 clusters Score -1994112 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1994511.000000 Penalty: 4787.300781
	Iteration 7Q: 3 clusters Score -1994511 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1994975.750000 Penalty: 4787.300781
	Iteration 8Q: 3 clusters Score -1994976 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1995485.125000 Penalty: 4787.300781
	Iteration 9F: 3 clusters Score -1995485 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1996016.750000 Penalty: 4787.300781
	Iteration 10Q: 3 clusters Score -1996017 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1996480.000000 Penalty: 4787.300781
	Iteration 11Q: 3 clusters Score -1996480 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1996765.875000 Penalty: 4787.300781
	Iteration 12Q: 3 clusters Score -1996766 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1996960.000000 Penalty: 4787.300781
	Iteration 13Q: 3 clusters Score -1996960 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1997083.375000 Penalty: 4787.300781
	Iteration 14Q: 3 clusters Score -1997083 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1997164.250000 Penalty: 4787.300781
	Iteration 15Q: 3 clusters Score -1997164 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1997217.500000 Penalty: 4787.300781
	Iteration 16Q: 3 clusters Score -1997218 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1997260.875000 Penalty: 4787.300781
	Iteration 17Q: 3 clusters Score -1997261 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1997297.000000 Penalty: 4787.300781
	Iteration 18Q: 3 clusters Score -1997297 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1997333.250000 Penalty: 4787.300781
	Iteration 19Q: 3 clusters Score -1997333 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1997379.125000 Penalty: 4787.300781
	Iteration 20F: 3 clusters Score -1997379 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1997421.250000 Penalty: 4787.300781
	Iteration 21Q: 3 clusters Score -1997421 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1997442.125000 Penalty: 4787.300781
	Iteration 22Q: 3 clusters Score -1997442 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1997473.125000 Penalty: 4787.300781
	Iteration 23Q: 3 clusters Score -1997473 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1997501.375000 Penalty: 4787.300781
	Iteration 24Q: 3 clusters Score -1997501 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1997522.875000 Penalty: 4787.300781
	Iteration 25Q: 3 clusters Score -1997523 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1997560.250000 Penalty: 4787.300781
	Iteration 26Q: 3 clusters Score -1997560 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1997582.500000 Penalty: 4787.300781
	Iteration 27Q: 3 clusters Score -1997582 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1997601.125000 Penalty: 4787.300781
	Iteration 28Q: 3 clusters Score -1997601 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1997632.625000 Penalty: 4787.300781
	Iteration 29Q: 3 clusters Score -1997633 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1997667.125000 Penalty: 4787.300781
	Iteration 30Q: 3 clusters Score -1997667 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1997689.500000 Penalty: 4787.300781
	Iteration 31Q: 3 clusters Score -1997690 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1997711.625000 Penalty: 4787.300781
	Iteration 32Q: 3 clusters Score -1997712 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1997730.250000 Penalty: 4787.300781
	Iteration 33Q: 3 clusters Score -1997730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1997740.125000 Penalty: 4787.300781
	Iteration 34Q: 3 clusters Score -1997740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1997756.000000 Penalty: 4787.300781
	Iteration 35Q: 3 clusters Score -1997756 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1997773.750000 Penalty: 4787.300781
	Iteration 36Q: 3 clusters Score -1997774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1997792.000000 Penalty: 4787.300781
	Iteration 37Q: 3 clusters Score -1997792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1997808.625000 Penalty: 4787.300781
	Iteration 38Q: 3 clusters Score -1997809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1997815.250000 Penalty: 4787.300781
	Iteration 39Q: 3 clusters Score -1997815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1997826.750000 Penalty: 4787.300781
	Iteration 40F: 3 clusters Score -1997827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1997839.750000 Penalty: 4787.300781
	Iteration 41Q: 3 clusters Score -1997840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1997841.375000 Penalty: 4787.300781
	Iteration 42Q: 3 clusters Score -1997841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1997846.250000 Penalty: 4787.300781
	Iteration 43Q: 3 clusters Score -1997846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1997847.500000 Penalty: 4787.300781
	Iteration 44Q: 3 clusters Score -1997848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1997848.000000 Penalty: 4787.300781
	Iteration 45Q: 3 clusters Score -1997848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1997848.375000 Penalty: 4787.300781
	Iteration 46Q: 3 clusters Score -1997848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1997853.250000 Penalty: 4787.300781
	Iteration 47Q: 3 clusters Score -1997853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1997854.000000 Penalty: 4787.300781
	Iteration 48Q: 3 clusters Score -1997854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1997857.500000 Penalty: 4787.300781
	Iteration 49Q: 3 clusters Score -1997858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1997861.125000 Penalty: 4787.300781
	Iteration 50Q: 3 clusters Score -1997861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1997866.250000 Penalty: 4787.300781
	Iteration 51Q: 3 clusters Score -1997866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1997864.500000 Penalty: 4787.300781
	Iteration 52Q: 3 clusters Score -1997864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1997866.500000 Penalty: 4787.300781
	Iteration 53Q: 3 clusters Score -1997866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1997863.000000 Penalty: 4787.300781
	Iteration 54Q: 3 clusters Score -1997863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1997864.250000 Penalty: 4787.300781
	Iteration 55Q: 3 clusters Score -1997864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1997861.500000 Penalty: 4787.300781
	Iteration 56Q: 3 clusters Score -1997862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1997872.375000 Penalty: 4787.300781
	Iteration 57Q: 3 clusters Score -1997872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1997872.375000 Penalty: 4787.300781
	Iteration 58Q: 3 clusters Score -1997872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1997872.375000 Penalty: 4787.300781
	Iteration 59Q: 3 clusters Score -1997872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1997880.750000 Penalty: 4787.300781
	Iteration 60F: 3 clusters Score -1997881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1997882.125000 Penalty: 4787.300781
	Iteration 61Q: 3 clusters Score -1997882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1997879.875000 Penalty: 4787.300781
	Iteration 62Q: 3 clusters Score -1997880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1997878.750000 Penalty: 4787.300781
	Iteration 63Q: 3 clusters Score -1997879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1997879.750000 Penalty: 4787.300781
	Iteration 64Q: 3 clusters Score -1997880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1997881.125000 Penalty: 4787.300781
	Iteration 65Q: 3 clusters Score -1997881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1997880.750000 Penalty: 4787.300781
	Iteration 66Q: 3 clusters Score -1997881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1997878.125000 Penalty: 4787.300781
	Iteration 67Q: 3 clusters Score -1997878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1997879.750000 Penalty: 4787.300781
	Iteration 68Q: 3 clusters Score -1997880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1997878.000000 Penalty: 4787.300781
	Iteration 69Q: 3 clusters Score -1997878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1997881.500000 Penalty: 4787.300781
	Iteration 70Q: 3 clusters Score -1997882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1997882.500000 Penalty: 4787.300781
	Iteration 71Q: 3 clusters Score -1997882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1997882.375000 Penalty: 4787.300781
	Iteration 72Q: 3 clusters Score -1997882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1997883.750000 Penalty: 4787.300781
	Iteration 73Q: 3 clusters Score -1997884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1997884.625000 Penalty: 4787.300781
	Iteration 74Q: 3 clusters Score -1997885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1997889.250000 Penalty: 4787.300781
	Iteration 75Q: 3 clusters Score -1997889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1997894.500000 Penalty: 4787.300781
	Iteration 76Q: 3 clusters Score -1997894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1997893.375000 Penalty: 4787.300781
	Iteration 77Q: 3 clusters Score -1997893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1997893.750000 Penalty: 4787.300781
	Iteration 78Q: 3 clusters Score -1997894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1997895.750000 Penalty: 4787.300781
	Iteration 79Q: 3 clusters Score -1997896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1997895.750000 Penalty: 4787.300781
	Iteration 80F: 3 clusters Score -1997896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -46010.285156 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -46010.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44583.343750 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -44583.34 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44807.664062 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -44807.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44898.410156 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -44898.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44950.015625 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -44950.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44973.808594 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -44973.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44990.945312 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -44990.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44999.367188 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -44999.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44999.367188 Penalty: 3007.637451
	Iteration 7F: 3 clusters Score -44999.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -135398.093750 Penalty: 1755.219482
	Iteration 0F: 2 clusters Score -135398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -133352.375000 Penalty: 3510.438965
	Iteration 0F: 3 clusters Score -133352.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -133739.421875 Penalty: 3510.438965
	Iteration 1F: 3 clusters Score -133739.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -133916.453125 Penalty: 3510.438965
	Iteration 2F: 3 clusters Score -133916.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -134084.515625 Penalty: 3510.438965
	Iteration 3F: 3 clusters Score -134084.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -134279.765625 Penalty: 3510.438965
	Iteration 4F: 3 clusters Score -134279.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -134467.562500 Penalty: 3510.438965
	Iteration 5F: 3 clusters Score -134467.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -134581.968750 Penalty: 3510.438965
	Iteration 6Q: 3 clusters Score -134582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -134626.875000 Penalty: 3510.438965
	Iteration 7Q: 3 clusters Score -134626.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -134653.968750 Penalty: 3510.438965
	Iteration 8Q: 3 clusters Score -134654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -134677.906250 Penalty: 3510.438965
	Iteration 9Q: 3 clusters Score -134677.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -134697.625000 Penalty: 3510.438965
	Iteration 10Q: 3 clusters Score -134697.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -134700.234375 Penalty: 3510.438965
	Iteration 11Q: 3 clusters Score -134700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -134701.953125 Penalty: 3510.438965
	Iteration 12Q: 3 clusters Score -134702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -134701.953125 Penalty: 3510.438965
	Iteration 13F: 3 clusters Score -134702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Entering Unmasked Estep 
Score: -1122567.500000 Penalty: 2264.642090
	Iteration 0F: 2 clusters Score -1122568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1115358.875000 Penalty: 4529.284180
	Iteration 0F: 3 clusters Score -1115359 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1117359.000000 Penalty: 4529.284180
	Iteration 1F: 3 clusters Score -1117359 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1117667.375000 Penalty: 4529.284180
	Iteration 2F: 3 clusters Score -1117667 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1117931.375000 Penalty: 4529.284180
	Iteration 3F: 3 clusters Score -1117931 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1118295.375000 Penalty: 4529.284180
	Iteration 4F: 3 clusters Score -1118295 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1118819.750000 Penalty: 4529.284180
	Iteration 5F: 3 clusters Score -1118820 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1119448.375000 Penalty: 4529.284180
	Iteration 6F: 3 clusters Score -1119448 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1120002.000000 Penalty: 4529.284180
	Iteration 7F: 3 clusters Score -1120002 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1120425.000000 Penalty: 4529.284180
	Iteration 8F: 3 clusters Score -1120425 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1120779.250000 Penalty: 4529.284180
	Iteration 9Q: 3 clusters Score -1120779 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1121011.000000 Penalty: 4529.284180
	Iteration 10Q: 3 clusters Score -1121011 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1121154.125000 Penalty: 4529.284180
	Iteration 11Q: 3 clusters Score -1121154 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1121225.750000 Penalty: 4529.284180
	Iteration 12Q: 3 clusters Score -1121226 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1121281.750000 Penalty: 4529.284180
	Iteration 13Q: 3 clusters Score -1121282 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1121323.000000 Penalty: 4529.284180
	Iteration 14Q: 3 clusters Score -1121323 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1121362.250000 Penalty: 4529.284180
	Iteration 15Q: 3 clusters Score -1121362 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1121388.500000 Penalty: 4529.284180
	Iteration 16Q: 3 clusters Score -1121388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1121413.250000 Penalty: 4529.284180
	Iteration 17Q: 3 clusters Score -1121413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1121437.500000 Penalty: 4529.284180
	Iteration 18Q: 3 clusters Score -1121438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1121457.625000 Penalty: 4529.284180
	Iteration 19Q: 3 clusters Score -1121458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1121479.250000 Penalty: 4529.284180
	Iteration 20F: 3 clusters Score -1121479 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1121515.875000 Penalty: 4529.284180
	Iteration 21Q: 3 clusters Score -1121516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1121566.375000 Penalty: 4529.284180
	Iteration 22Q: 3 clusters Score -1121566 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1121613.500000 Penalty: 4529.284180
	Iteration 23Q: 3 clusters Score -1121614 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1121641.750000 Penalty: 4529.284180
	Iteration 24Q: 3 clusters Score -1121642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1121672.125000 Penalty: 4529.284180
	Iteration 25Q: 3 clusters Score -1121672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1121691.750000 Penalty: 4529.284180
	Iteration 26Q: 3 clusters Score -1121692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1121709.625000 Penalty: 4529.284180
	Iteration 27Q: 3 clusters Score -1121710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1121726.125000 Penalty: 4529.284180
	Iteration 28Q: 3 clusters Score -1121726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1121740.000000 Penalty: 4529.284180
	Iteration 29Q: 3 clusters Score -1121740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1121750.000000 Penalty: 4529.284180
	Iteration 30Q: 3 clusters Score -1121750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1121757.000000 Penalty: 4529.284180
	Iteration 31Q: 3 clusters Score -1121757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1121761.375000 Penalty: 4529.284180
	Iteration 32Q: 3 clusters Score -1121761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1121760.375000 Penalty: 4529.284180
	Iteration 33Q: 3 clusters Score -1121760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1121765.500000 Penalty: 4529.284180
	Iteration 34Q: 3 clusters Score -1121766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1121767.875000 Penalty: 4529.284180
	Iteration 35Q: 3 clusters Score -1121768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1121766.750000 Penalty: 4529.284180
	Iteration 36Q: 3 clusters Score -1121767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1121768.250000 Penalty: 4529.284180
	Iteration 37Q: 3 clusters Score -1121768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1121769.250000 Penalty: 4529.284180
	Iteration 38Q: 3 clusters Score -1121769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1121769.375000 Penalty: 4529.284180
	Iteration 39Q: 3 clusters Score -1121769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1121769.375000 Penalty: 4529.284180
	Iteration 40F: 3 clusters Score -1121769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (152929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152929 members 
Entering Unmasked Estep 
Score: -19594952.000000 Penalty: 2960.556641
	Iteration 0F: 2 clusters Score -1.959495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76683 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -19497710.000000 Penalty: 5921.113281
	Iteration 0F: 3 clusters Score -1.949771e+07 nChanged 73025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 72923 members 
Entering Unmasked Estep 
Score: -19540244.000000 Penalty: 5921.113281
	Iteration 1F: 3 clusters Score -1.954024e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82017 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -19541446.000000 Penalty: 5921.113281
	Iteration 2Q: 3 clusters Score -1.954145e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85117 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -19542794.000000 Penalty: 5921.113281
	Iteration 3Q: 3 clusters Score -1.954279e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89762 members 
Mstep: Class 2 contains 63167 members 
Entering Unmasked Estep 
Score: -19544834.000000 Penalty: 5921.113281
	Iteration 4Q: 3 clusters Score -1.954483e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96409 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -19548444.000000 Penalty: 5921.113281
	Iteration 5Q: 3 clusters Score -1.954844e+07 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105322 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -19554420.000000 Penalty: 5921.113281
	Iteration 6F: 3 clusters Score -1.955442e+07 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115628 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -19562392.000000 Penalty: 5921.113281
	Iteration 7F: 3 clusters Score -1.956239e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125705 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -19571144.000000 Penalty: 5921.113281
	Iteration 8F: 3 clusters Score -1.957114e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133651 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -19578484.000000 Penalty: 5921.113281
	Iteration 9F: 3 clusters Score -1.957848e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139038 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -19583548.000000 Penalty: 5921.113281
	Iteration 10Q: 3 clusters Score -1.958355e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142703 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -19586420.000000 Penalty: 5921.113281
	Iteration 11Q: 3 clusters Score -1.958642e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145190 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -19588124.000000 Penalty: 5921.113281
	Iteration 12Q: 3 clusters Score -1.958812e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146974 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -19589498.000000 Penalty: 5921.113281
	Iteration 13Q: 3 clusters Score -1.95895e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148360 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -19590402.000000 Penalty: 5921.113281
	Iteration 14Q: 3 clusters Score -1.95904e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149321 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -19591054.000000 Penalty: 5921.113281
	Iteration 15Q: 3 clusters Score -1.959105e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149991 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -19591532.000000 Penalty: 5921.113281
	Iteration 16Q: 3 clusters Score -1.959153e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150477 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -19591848.000000 Penalty: 5921.113281
	Iteration 17Q: 3 clusters Score -1.959185e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150824 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -19591960.000000 Penalty: 5921.113281
	Iteration 18Q: 3 clusters Score -1.959196e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151047 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -19592070.000000 Penalty: 5921.113281
	Iteration 19Q: 3 clusters Score -1.959207e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151211 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -19592174.000000 Penalty: 5921.113281
	Iteration 20F: 3 clusters Score -1.959217e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151312 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -19592220.000000 Penalty: 5921.113281
	Iteration 21Q: 3 clusters Score -1.959222e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151400 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -19592252.000000 Penalty: 5921.113281
	Iteration 22Q: 3 clusters Score -1.959225e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151475 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -19592270.000000 Penalty: 5921.113281
	Iteration 23Q: 3 clusters Score -1.959227e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151554 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -19592284.000000 Penalty: 5921.113281
	Iteration 24Q: 3 clusters Score -1.959228e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151608 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -19592328.000000 Penalty: 5921.113281
	Iteration 25Q: 3 clusters Score -1.959233e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151653 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -19592312.000000 Penalty: 5921.113281
	Iteration 26Q: 3 clusters Score -1.959231e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151695 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -19592356.000000 Penalty: 5921.113281
	Iteration 27Q: 3 clusters Score -1.959236e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151733 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -19592376.000000 Penalty: 5921.113281
	Iteration 28Q: 3 clusters Score -1.959238e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151772 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -19592362.000000 Penalty: 5921.113281
	Iteration 29Q: 3 clusters Score -1.959236e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151798 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -19592388.000000 Penalty: 5921.113281
	Iteration 30Q: 3 clusters Score -1.959239e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151827 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -19592394.000000 Penalty: 5921.113281
	Iteration 31Q: 3 clusters Score -1.959239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151842 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -19592376.000000 Penalty: 5921.113281
	Iteration 32Q: 3 clusters Score -1.959238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151855 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -19592380.000000 Penalty: 5921.113281
	Iteration 33Q: 3 clusters Score -1.959238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151868 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -19592392.000000 Penalty: 5921.113281
	Iteration 34Q: 3 clusters Score -1.959239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151873 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -19592400.000000 Penalty: 5921.113281
	Iteration 35Q: 3 clusters Score -1.95924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151881 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -19592414.000000 Penalty: 5921.113281
	Iteration 36Q: 3 clusters Score -1.959241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151896 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -19592422.000000 Penalty: 5921.113281
	Iteration 37Q: 3 clusters Score -1.959242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151904 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -19592430.000000 Penalty: 5921.113281
	Iteration 38Q: 3 clusters Score -1.959243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151912 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -19592440.000000 Penalty: 5921.113281
	Iteration 39Q: 3 clusters Score -1.959244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151914 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -19592448.000000 Penalty: 5921.113281
	Iteration 40F: 3 clusters Score -1.959245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151917 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -19592442.000000 Penalty: 5921.113281
	Iteration 41Q: 3 clusters Score -1.959244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151923 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -19592446.000000 Penalty: 5921.113281
	Iteration 42Q: 3 clusters Score -1.959245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151930 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -19592434.000000 Penalty: 5921.113281
	Iteration 43Q: 3 clusters Score -1.959243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151936 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -19592438.000000 Penalty: 5921.113281
	Iteration 44Q: 3 clusters Score -1.959244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151938 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -19592446.000000 Penalty: 5921.113281
	Iteration 45Q: 3 clusters Score -1.959245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151938 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -19592446.000000 Penalty: 5921.113281
	Iteration 46Q: 3 clusters Score -1.959245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151939 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -19592450.000000 Penalty: 5921.113281
	Iteration 47Q: 3 clusters Score -1.959245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151940 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -19592448.000000 Penalty: 5921.113281
	Iteration 48Q: 3 clusters Score -1.959245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151939 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -19592450.000000 Penalty: 5921.113281
	Iteration 49Q: 3 clusters Score -1.959245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151939 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -19592450.000000 Penalty: 5921.113281
	Iteration 50F: 3 clusters Score -1.959245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70384 members 
Entering Unmasked Estep 
Score: -9019350.000000 Penalty: 2768.106934
	Iteration 0F: 2 clusters Score -9019350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -8972377.000000 Penalty: 5536.213867
	Iteration 0F: 3 clusters Score -8972377 nChanged 32787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -8991151.000000 Penalty: 5536.213867
	Iteration 1F: 3 clusters Score -8991151 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -8991934.000000 Penalty: 5536.213867
	Iteration 2Q: 3 clusters Score -8991934 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -8992916.000000 Penalty: 5536.213867
	Iteration 3Q: 3 clusters Score -8992916 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -8994132.000000 Penalty: 5536.213867
	Iteration 4Q: 3 clusters Score -8994132 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -8995840.000000 Penalty: 5536.213867
	Iteration 5Q: 3 clusters Score -8995840 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -8998443.000000 Penalty: 5536.213867
	Iteration 6F: 3 clusters Score -8998443 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -9002337.000000 Penalty: 5536.213867
	Iteration 7F: 3 clusters Score -9002337 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -9007152.000000 Penalty: 5536.213867
	Iteration 8F: 3 clusters Score -9007152 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -9011538.000000 Penalty: 5536.213867
	Iteration 9F: 3 clusters Score -9011538 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -9014286.000000 Penalty: 5536.213867
	Iteration 10Q: 3 clusters Score -9014286 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9015717.000000 Penalty: 5536.213867
	Iteration 11Q: 3 clusters Score -9015717 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9016326.000000 Penalty: 5536.213867
	Iteration 12Q: 3 clusters Score -9016326 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69661 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9016596.000000 Penalty: 5536.213867
	Iteration 13Q: 3 clusters Score -9016596 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9016735.000000 Penalty: 5536.213867
	Iteration 14Q: 3 clusters Score -9016735 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69854 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9016816.000000 Penalty: 5536.213867
	Iteration 15Q: 3 clusters Score -9016816 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69893 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9016867.000000 Penalty: 5536.213867
	Iteration 16Q: 3 clusters Score -9016867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69912 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9016911.000000 Penalty: 5536.213867
	Iteration 17Q: 3 clusters Score -9016911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9016919.000000 Penalty: 5536.213867
	Iteration 18Q: 3 clusters Score -9016919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9016938.000000 Penalty: 5536.213867
	Iteration 19Q: 3 clusters Score -9016938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9016959.000000 Penalty: 5536.213867
	Iteration 20F: 3 clusters Score -9016959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69949 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9016974.000000 Penalty: 5536.213867
	Iteration 21Q: 3 clusters Score -9016974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9016977.000000 Penalty: 5536.213867
	Iteration 22Q: 3 clusters Score -9016977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9016993.000000 Penalty: 5536.213867
	Iteration 23Q: 3 clusters Score -9016993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9016997.000000 Penalty: 5536.213867
	Iteration 24Q: 3 clusters Score -9016997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9017002.000000 Penalty: 5536.213867
	Iteration 25Q: 3 clusters Score -9017002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9017015.000000 Penalty: 5536.213867
	Iteration 26Q: 3 clusters Score -9017015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9017004.000000 Penalty: 5536.213867
	Iteration 27Q: 3 clusters Score -9017004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9017004.000000 Penalty: 5536.213867
	Iteration 28F: 3 clusters Score -9017004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Entering Unmasked Estep 
Score: -9390591.000000 Penalty: 2786.386963
	Iteration 0F: 2 clusters Score -9390591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -9339920.000000 Penalty: 5572.773926
	Iteration 0F: 3 clusters Score -9339920 nChanged 35450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -9359804.000000 Penalty: 5572.773926
	Iteration 1F: 3 clusters Score -9359804 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -9360975.000000 Penalty: 5572.773926
	Iteration 2Q: 3 clusters Score -9360975 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -9362623.000000 Penalty: 5572.773926
	Iteration 3F: 3 clusters Score -9362623 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -9365385.000000 Penalty: 5572.773926
	Iteration 4F: 3 clusters Score -9365385 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -9369371.000000 Penalty: 5572.773926
	Iteration 5F: 3 clusters Score -9369371 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -9374528.000000 Penalty: 5572.773926
	Iteration 6F: 3 clusters Score -9374528 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -9379744.000000 Penalty: 5572.773926
	Iteration 7F: 3 clusters Score -9379744 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 70395 members 
Entering Unmasked Estep 
Score: -9383785.000000 Penalty: 5572.773926
	Iteration 8F: 3 clusters Score -9383785 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 72976 members 
Entering Unmasked Estep 
Score: -9386084.000000 Penalty: 5572.773926
	Iteration 9Q: 3 clusters Score -9386084 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 74336 members 
Entering Unmasked Estep 
Score: -9387260.000000 Penalty: 5572.773926
	Iteration 10Q: 3 clusters Score -9387260 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 74924 members 
Entering Unmasked Estep 
Score: -9387745.000000 Penalty: 5572.773926
	Iteration 11Q: 3 clusters Score -9387745 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 75155 members 
Entering Unmasked Estep 
Score: -9387952.000000 Penalty: 5572.773926
	Iteration 12Q: 3 clusters Score -9387952 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -9388035.000000 Penalty: 5572.773926
	Iteration 13Q: 3 clusters Score -9388035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
Score: -9388077.000000 Penalty: 5572.773926
	Iteration 14Q: 3 clusters Score -9388077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -9388102.000000 Penalty: 5572.773926
	Iteration 15Q: 3 clusters Score -9388102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -9388131.000000 Penalty: 5572.773926
	Iteration 16Q: 3 clusters Score -9388131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 75361 members 
Entering Unmasked Estep 
Score: -9388139.000000 Penalty: 5572.773926
	Iteration 17Q: 3 clusters Score -9388139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -9388165.000000 Penalty: 5572.773926
	Iteration 18Q: 3 clusters Score -9388165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -9388179.000000 Penalty: 5572.773926
	Iteration 19Q: 3 clusters Score -9388179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -9388195.000000 Penalty: 5572.773926
	Iteration 20F: 3 clusters Score -9388195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 75410 members 
Entering Unmasked Estep 
Score: -9388205.000000 Penalty: 5572.773926
	Iteration 21Q: 3 clusters Score -9388205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -9388212.000000 Penalty: 5572.773926
	Iteration 22Q: 3 clusters Score -9388212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -9388213.000000 Penalty: 5572.773926
	Iteration 23Q: 3 clusters Score -9388213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 75417 members 
Entering Unmasked Estep 
Score: -9388206.000000 Penalty: 5572.773926
	Iteration 24Q: 3 clusters Score -9388206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -9388217.000000 Penalty: 5572.773926
	Iteration 25Q: 3 clusters Score -9388217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 75417 members 
Entering Unmasked Estep 
Score: -9388226.000000 Penalty: 5572.773926
	Iteration 26Q: 3 clusters Score -9388226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 75421 members 
Entering Unmasked Estep 
Score: -9388236.000000 Penalty: 5572.773926
	Iteration 27Q: 3 clusters Score -9388236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -9388242.000000 Penalty: 5572.773926
	Iteration 28Q: 3 clusters Score -9388242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 75425 members 
Entering Unmasked Estep 
Score: -9388237.000000 Penalty: 5572.773926
	Iteration 29Q: 3 clusters Score -9388237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -9388238.000000 Penalty: 5572.773926
	Iteration 30Q: 3 clusters Score -9388238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -9388245.000000 Penalty: 5572.773926
	Iteration 31Q: 3 clusters Score -9388245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -9388245.000000 Penalty: 5572.773926
	Iteration 32F: 3 clusters Score -9388245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78264 members 
Entering Unmasked Estep 
Score: -9913008.000000 Penalty: 2794.425049
	Iteration 0F: 2 clusters Score -9913008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -9860399.000000 Penalty: 5588.850098
	Iteration 0F: 3 clusters Score -9860399 nChanged 36909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -9881237.000000 Penalty: 5588.850098
	Iteration 1F: 3 clusters Score -9881237 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -9882398.000000 Penalty: 5588.850098
	Iteration 2Q: 3 clusters Score -9882398 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -9884333.000000 Penalty: 5588.850098
	Iteration 3Q: 3 clusters Score -9884333 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -9887418.000000 Penalty: 5588.850098
	Iteration 4F: 3 clusters Score -9887418 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -9891814.000000 Penalty: 5588.850098
	Iteration 5F: 3 clusters Score -9891814 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -9897124.000000 Penalty: 5588.850098
	Iteration 6F: 3 clusters Score -9897124 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -9902143.000000 Penalty: 5588.850098
	Iteration 7F: 3 clusters Score -9902143 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -9905873.000000 Penalty: 5588.850098
	Iteration 8F: 3 clusters Score -9905873 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71308 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -9908113.000000 Penalty: 5588.850098
	Iteration 9Q: 3 clusters Score -9908113 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -9909330.000000 Penalty: 5588.850098
	Iteration 10Q: 3 clusters Score -9909330 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -9909969.000000 Penalty: 5588.850098
	Iteration 11Q: 3 clusters Score -9909969 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74314 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -9910285.000000 Penalty: 5588.850098
	Iteration 12Q: 3 clusters Score -9910285 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -9910536.000000 Penalty: 5588.850098
	Iteration 13Q: 3 clusters Score -9910536 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75190 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -9910810.000000 Penalty: 5588.850098
	Iteration 14Q: 3 clusters Score -9910810 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -9911023.000000 Penalty: 5588.850098
	Iteration 15Q: 3 clusters Score -9911023 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75721 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -9911227.000000 Penalty: 5588.850098
	Iteration 16Q: 3 clusters Score -9911227 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -9911584.000000 Penalty: 5588.850098
	Iteration 17Q: 3 clusters Score -9911584 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -9911973.000000 Penalty: 5588.850098
	Iteration 18Q: 3 clusters Score -9911973 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -9912101.000000 Penalty: 5588.850098
	Iteration 19Q: 3 clusters Score -9912101 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76018 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -9912166.000000 Penalty: 5588.850098
	Iteration 20F: 3 clusters Score -9912166 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76013 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -9912196.000000 Penalty: 5588.850098
	Iteration 21Q: 3 clusters Score -9912196 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76006 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -9912194.000000 Penalty: 5588.850098
	Iteration 22Q: 3 clusters Score -9912194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75996 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -9912212.000000 Penalty: 5588.850098
	Iteration 23Q: 3 clusters Score -9912212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75993 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -9912231.000000 Penalty: 5588.850098
	Iteration 24Q: 3 clusters Score -9912231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -9912229.000000 Penalty: 5588.850098
	Iteration 25Q: 3 clusters Score -9912229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -9912240.000000 Penalty: 5588.850098
	Iteration 26Q: 3 clusters Score -9912240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -9912226.000000 Penalty: 5588.850098
	Iteration 27Q: 3 clusters Score -9912226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75973 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -9912228.000000 Penalty: 5588.850098
	Iteration 28Q: 3 clusters Score -9912228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75969 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -9912228.000000 Penalty: 5588.850098
	Iteration 29Q: 3 clusters Score -9912228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -9912239.000000 Penalty: 5588.850098
	Iteration 30Q: 3 clusters Score -9912239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -9912241.000000 Penalty: 5588.850098
	Iteration 31Q: 3 clusters Score -9912241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -9912238.000000 Penalty: 5588.850098
	Iteration 32Q: 3 clusters Score -9912238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -9912242.000000 Penalty: 5588.850098
	Iteration 33Q: 3 clusters Score -9912242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -9912240.000000 Penalty: 5588.850098
	Iteration 34Q: 3 clusters Score -9912240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -9912238.000000 Penalty: 5588.850098
	Iteration 35Q: 3 clusters Score -9912238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -9912239.000000 Penalty: 5588.850098
	Iteration 36Q: 3 clusters Score -9912239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75951 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -9912246.000000 Penalty: 5588.850098
	Iteration 37Q: 3 clusters Score -9912246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -9912247.000000 Penalty: 5588.850098
	Iteration 38Q: 3 clusters Score -9912247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75948 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -9912252.000000 Penalty: 5588.850098
	Iteration 39Q: 3 clusters Score -9912252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75948 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -9912252.000000 Penalty: 5588.850098
	Iteration 40F: 3 clusters Score -9912252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -136393.796875 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -136393.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -134287.000000 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -134287 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -135003.468750 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -135003.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -135514.921875 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -135514.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -136005.015625 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -136005 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -136416.078125 Penalty: 3552.164551
	Iteration 4F: 3 clusters Score -136416.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -136729.062500 Penalty: 3552.164551
	Iteration 5F: 3 clusters Score -136729.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -137058.218750 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -137058.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -137316.140625 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -137316.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -137640.125000 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -137640.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -137721.593750 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -137721.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -137747.109375 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -137747.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -137769.718750 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -137769.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -137776.078125 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -137776.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -137778.171875 Penalty: 3552.164551
	Iteration 13F: 3 clusters Score -137778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -137780.140625 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -137780.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -137781.078125 Penalty: 3552.164551
	Iteration 15Q: 3 clusters Score -137781.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -137781.078125 Penalty: 3552.164551
	Iteration 16F: 3 clusters Score -137781.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147420 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 149696 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 44563 members 
Mstep: Class 6 contains 15550 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 9243 members 
Mstep: Class 10 contains 152929 members 
Mstep: Class 11 contains 70384 members 
Mstep: Class 12 contains 75768 members 
Mstep: Class 13 contains 78264 members 
Mstep: Class 14 contains 590 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151059 members 
Mstep: Class 17 contains 126629 members 
Mstep: Class 18 contains 77379 members 
Mstep: Class 19 contains 175799 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 699 members 
Entering Unmasked Estep 
Score: -161325248.000000 Penalty: 76770.804688
Splitting cluster 14 changes total score from -161325392.000000 to -161325248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -43359.222656 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -43359.22 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 216 members 
Entering Unmasked Estep 
Score: -41961.335938 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -41961.34 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42242.433594 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -42242.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42406.027344 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -42406.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42612.058594 Penalty: 3031.287842
	Iteration 3F: 3 clusters Score -42612.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42793.324219 Penalty: 3031.287842
	Iteration 4F: 3 clusters Score -42793.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42924.863281 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -42924.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42974.222656 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -42974.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43014.085938 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -43014.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43031.281250 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -43031.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43042.394531 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -43042.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43049.636719 Penalty: 3031.287842
	Iteration 10Q: 3 clusters Score -43049.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43056.207031 Penalty: 3031.287842
	Iteration 11Q: 3 clusters Score -43056.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -43061.503906 Penalty: 3031.287842
	Iteration 12Q: 3 clusters Score -43061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43066.406250 Penalty: 3031.287842
	Iteration 13Q: 3 clusters Score -43066.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43070.050781 Penalty: 3031.287842
	Iteration 14Q: 3 clusters Score -43070.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43071.683594 Penalty: 3031.287842
	Iteration 15Q: 3 clusters Score -43071.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43071.683594 Penalty: 3031.287842
	Iteration 16F: 3 clusters Score -43071.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (151059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151059 members 
Entering Unmasked Estep 
Score: -19195780.000000 Penalty: 2957.505615
	Iteration 0F: 2 clusters Score -1.919578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75561 members 
Mstep: Class 2 contains 75498 members 
Entering Unmasked Estep 
Score: -19095652.000000 Penalty: 5915.011230
	Iteration 0F: 3 clusters Score -1.909565e+07 nChanged 72086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75927 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -19137224.000000 Penalty: 5915.011230
	Iteration 1F: 3 clusters Score -1.913722e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 74671 members 
Entering Unmasked Estep 
Score: -19138576.000000 Penalty: 5915.011230
	Iteration 2Q: 3 clusters Score -1.913858e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 73734 members 
Entering Unmasked Estep 
Score: -19140560.000000 Penalty: 5915.011230
	Iteration 3Q: 3 clusters Score -1.914056e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78993 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -19143292.000000 Penalty: 5915.011230
	Iteration 4Q: 3 clusters Score -1.914329e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82205 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -19147544.000000 Penalty: 5915.011230
	Iteration 5F: 3 clusters Score -1.914754e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 63689 members 
Entering Unmasked Estep 
Score: -19154310.000000 Penalty: 5915.011230
	Iteration 6F: 3 clusters Score -1.915431e+07 nChanged 12041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94729 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -19164522.000000 Penalty: 5915.011230
	Iteration 7F: 3 clusters Score -1.916452e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102376 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -19176104.000000 Penalty: 5915.011230
	Iteration 8F: 3 clusters Score -1.91761e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107923 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -19184552.000000 Penalty: 5915.011230
	Iteration 9F: 3 clusters Score -1.918455e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111361 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -19187774.000000 Penalty: 5915.011230
	Iteration 10Q: 3 clusters Score -1.918777e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114026 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -19189096.000000 Penalty: 5915.011230
	Iteration 11Q: 3 clusters Score -1.91891e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116381 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -19190028.000000 Penalty: 5915.011230
	Iteration 12Q: 3 clusters Score -1.919003e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118487 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -19190780.000000 Penalty: 5915.011230
	Iteration 13Q: 3 clusters Score -1.919078e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120482 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -19191302.000000 Penalty: 5915.011230
	Iteration 14Q: 3 clusters Score -1.91913e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122368 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -19191838.000000 Penalty: 5915.011230
	Iteration 15Q: 3 clusters Score -1.919184e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124108 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -19192410.000000 Penalty: 5915.011230
	Iteration 16Q: 3 clusters Score -1.919241e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125724 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -19192876.000000 Penalty: 5915.011230
	Iteration 17Q: 3 clusters Score -1.919288e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127264 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -19193302.000000 Penalty: 5915.011230
	Iteration 18Q: 3 clusters Score -1.91933e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128672 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -19193568.000000 Penalty: 5915.011230
	Iteration 19Q: 3 clusters Score -1.919357e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130002 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -19193898.000000 Penalty: 5915.011230
	Iteration 20F: 3 clusters Score -1.91939e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131222 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -19194236.000000 Penalty: 5915.011230
	Iteration 21Q: 3 clusters Score -1.919424e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132385 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -19194450.000000 Penalty: 5915.011230
	Iteration 22Q: 3 clusters Score -1.919445e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133436 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -19194664.000000 Penalty: 5915.011230
	Iteration 23Q: 3 clusters Score -1.919466e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134435 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -19194878.000000 Penalty: 5915.011230
	Iteration 24Q: 3 clusters Score -1.919488e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135379 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -19195154.000000 Penalty: 5915.011230
	Iteration 25Q: 3 clusters Score -1.919515e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136233 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -19195286.000000 Penalty: 5915.011230
	Iteration 26Q: 3 clusters Score -1.919529e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137013 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -19195434.000000 Penalty: 5915.011230
	Iteration 27Q: 3 clusters Score -1.919543e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137734 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -19195522.000000 Penalty: 5915.011230
	Iteration 28Q: 3 clusters Score -1.919552e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138368 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -19195702.000000 Penalty: 5915.011230
	Iteration 29Q: 3 clusters Score -1.91957e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138966 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -19195770.000000 Penalty: 5915.011230
	Iteration 30Q: 3 clusters Score -1.919577e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139451 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -19195820.000000 Penalty: 5915.011230
	Iteration 31Q: 3 clusters Score -1.919582e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139870 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -19195874.000000 Penalty: 5915.011230
	Iteration 32Q: 3 clusters Score -1.919587e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140236 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -19195890.000000 Penalty: 5915.011230
	Iteration 33Q: 3 clusters Score -1.919589e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140564 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -19195896.000000 Penalty: 5915.011230
	Iteration 34Q: 3 clusters Score -1.91959e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140898 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -19195930.000000 Penalty: 5915.011230
	Iteration 35Q: 3 clusters Score -1.919593e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141228 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -19196022.000000 Penalty: 5915.011230
	Iteration 36Q: 3 clusters Score -1.919602e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141509 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -19196014.000000 Penalty: 5915.011230
	Iteration 37Q: 3 clusters Score -1.919601e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141796 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -19196044.000000 Penalty: 5915.011230
	Iteration 38Q: 3 clusters Score -1.919604e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142037 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -19196102.000000 Penalty: 5915.011230
	Iteration 39Q: 3 clusters Score -1.91961e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142260 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -19196086.000000 Penalty: 5915.011230
	Iteration 40F: 3 clusters Score -1.919609e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142468 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -19196092.000000 Penalty: 5915.011230
	Iteration 41Q: 3 clusters Score -1.919609e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142643 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -19196098.000000 Penalty: 5915.011230
	Iteration 42Q: 3 clusters Score -1.91961e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142838 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -19196082.000000 Penalty: 5915.011230
	Iteration 43Q: 3 clusters Score -1.919608e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143015 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -19196074.000000 Penalty: 5915.011230
	Iteration 44Q: 3 clusters Score -1.919607e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143177 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -19196098.000000 Penalty: 5915.011230
	Iteration 45Q: 3 clusters Score -1.91961e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143318 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -19196084.000000 Penalty: 5915.011230
	Iteration 46Q: 3 clusters Score -1.919608e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143462 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -19196080.000000 Penalty: 5915.011230
	Iteration 47Q: 3 clusters Score -1.919608e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143583 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -19196068.000000 Penalty: 5915.011230
	Iteration 48Q: 3 clusters Score -1.919607e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143687 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -19196098.000000 Penalty: 5915.011230
	Iteration 49Q: 3 clusters Score -1.91961e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143779 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -19196096.000000 Penalty: 5915.011230
	Iteration 50Q: 3 clusters Score -1.91961e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143853 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -19196080.000000 Penalty: 5915.011230
	Iteration 51Q: 3 clusters Score -1.919608e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143914 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -19196072.000000 Penalty: 5915.011230
	Iteration 52Q: 3 clusters Score -1.919607e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143973 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -19196058.000000 Penalty: 5915.011230
	Iteration 53Q: 3 clusters Score -1.919606e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144052 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -19196074.000000 Penalty: 5915.011230
	Iteration 54Q: 3 clusters Score -1.919607e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144126 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -19196082.000000 Penalty: 5915.011230
	Iteration 55Q: 3 clusters Score -1.919608e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144194 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -19196082.000000 Penalty: 5915.011230
	Iteration 56Q: 3 clusters Score -1.919608e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144250 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -19196088.000000 Penalty: 5915.011230
	Iteration 57Q: 3 clusters Score -1.919609e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144304 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -19196086.000000 Penalty: 5915.011230
	Iteration 58Q: 3 clusters Score -1.919609e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144356 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -19196062.000000 Penalty: 5915.011230
	Iteration 59Q: 3 clusters Score -1.919606e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144409 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -19196074.000000 Penalty: 5915.011230
	Iteration 60F: 3 clusters Score -1.919607e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144468 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -19196078.000000 Penalty: 5915.011230
	Iteration 61Q: 3 clusters Score -1.919608e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144512 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -19196088.000000 Penalty: 5915.011230
	Iteration 62Q: 3 clusters Score -1.919609e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144548 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -19196072.000000 Penalty: 5915.011230
	Iteration 63Q: 3 clusters Score -1.919607e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144591 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -19196058.000000 Penalty: 5915.011230
	Iteration 64Q: 3 clusters Score -1.919606e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144632 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -19196084.000000 Penalty: 5915.011230
	Iteration 65Q: 3 clusters Score -1.919608e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144675 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -19196054.000000 Penalty: 5915.011230
	Iteration 66Q: 3 clusters Score -1.919605e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144709 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -19196082.000000 Penalty: 5915.011230
	Iteration 67Q: 3 clusters Score -1.919608e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144749 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -19196076.000000 Penalty: 5915.011230
	Iteration 68Q: 3 clusters Score -1.919608e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144782 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -19196068.000000 Penalty: 5915.011230
	Iteration 69Q: 3 clusters Score -1.919607e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144814 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -19196082.000000 Penalty: 5915.011230
	Iteration 70Q: 3 clusters Score -1.919608e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144841 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -19196082.000000 Penalty: 5915.011230
	Iteration 71Q: 3 clusters Score -1.919608e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144867 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -19196070.000000 Penalty: 5915.011230
	Iteration 72Q: 3 clusters Score -1.919607e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144890 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -19196070.000000 Penalty: 5915.011230
	Iteration 73Q: 3 clusters Score -1.919607e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144908 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -19196076.000000 Penalty: 5915.011230
	Iteration 74Q: 3 clusters Score -1.919608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144928 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -19196070.000000 Penalty: 5915.011230
	Iteration 75Q: 3 clusters Score -1.919607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144942 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -19196058.000000 Penalty: 5915.011230
	Iteration 76Q: 3 clusters Score -1.919606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144954 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -19196068.000000 Penalty: 5915.011230
	Iteration 77Q: 3 clusters Score -1.919607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144978 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -19196048.000000 Penalty: 5915.011230
	Iteration 78Q: 3 clusters Score -1.919605e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145003 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -19196046.000000 Penalty: 5915.011230
	Iteration 79Q: 3 clusters Score -1.919605e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145028 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -19196054.000000 Penalty: 5915.011230
	Iteration 80F: 3 clusters Score -1.919605e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145055 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -19196050.000000 Penalty: 5915.011230
	Iteration 81Q: 3 clusters Score -1.919605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145077 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -19196022.000000 Penalty: 5915.011230
	Iteration 82Q: 3 clusters Score -1.919602e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145101 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -19196012.000000 Penalty: 5915.011230
	Iteration 83Q: 3 clusters Score -1.919601e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145120 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -19196006.000000 Penalty: 5915.011230
	Iteration 84Q: 3 clusters Score -1.919601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145132 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -19196002.000000 Penalty: 5915.011230
	Iteration 85Q: 3 clusters Score -1.9196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145142 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -19195992.000000 Penalty: 5915.011230
	Iteration 86Q: 3 clusters Score -1.919599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145152 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -19195988.000000 Penalty: 5915.011230
	Iteration 87Q: 3 clusters Score -1.919599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145169 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -19196004.000000 Penalty: 5915.011230
	Iteration 88Q: 3 clusters Score -1.9196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145185 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -19196008.000000 Penalty: 5915.011230
	Iteration 89Q: 3 clusters Score -1.919601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145200 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -19196008.000000 Penalty: 5915.011230
	Iteration 90Q: 3 clusters Score -1.919601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145210 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -19196016.000000 Penalty: 5915.011230
	Iteration 91Q: 3 clusters Score -1.919602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145222 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -19196020.000000 Penalty: 5915.011230
	Iteration 92Q: 3 clusters Score -1.919602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145231 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -19196010.000000 Penalty: 5915.011230
	Iteration 93Q: 3 clusters Score -1.919601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145236 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -19196012.000000 Penalty: 5915.011230
	Iteration 94Q: 3 clusters Score -1.919601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145240 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -19196026.000000 Penalty: 5915.011230
	Iteration 95Q: 3 clusters Score -1.919603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145243 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -19196006.000000 Penalty: 5915.011230
	Iteration 96Q: 3 clusters Score -1.919601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145244 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -19195998.000000 Penalty: 5915.011230
	Iteration 97Q: 3 clusters Score -1.9196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145246 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -19196014.000000 Penalty: 5915.011230
	Iteration 98Q: 3 clusters Score -1.919601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145249 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -19196018.000000 Penalty: 5915.011230
	Iteration 99Q: 3 clusters Score -1.919602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145250 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -19196012.000000 Penalty: 5915.011230
	Iteration 100F: 3 clusters Score -1.919601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145252 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -19196010.000000 Penalty: 5915.011230
	Iteration 101Q: 3 clusters Score -1.919601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145253 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -19196012.000000 Penalty: 5915.011230
	Iteration 102Q: 3 clusters Score -1.919601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145255 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -19196016.000000 Penalty: 5915.011230
	Iteration 103Q: 3 clusters Score -1.919602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145256 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -19196012.000000 Penalty: 5915.011230
	Iteration 104Q: 3 clusters Score -1.919601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145257 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -19196020.000000 Penalty: 5915.011230
	Iteration 105Q: 3 clusters Score -1.919602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145260 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -19196018.000000 Penalty: 5915.011230
	Iteration 106Q: 3 clusters Score -1.919602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145264 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -19196012.000000 Penalty: 5915.011230
	Iteration 107Q: 3 clusters Score -1.919601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145269 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -19196010.000000 Penalty: 5915.011230
	Iteration 108Q: 3 clusters Score -1.919601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145270 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -19196014.000000 Penalty: 5915.011230
	Iteration 109Q: 3 clusters Score -1.919601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145271 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -19196002.000000 Penalty: 5915.011230
	Iteration 110Q: 3 clusters Score -1.9196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145272 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -19196004.000000 Penalty: 5915.011230
	Iteration 111Q: 3 clusters Score -1.9196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145273 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -19196026.000000 Penalty: 5915.011230
	Iteration 112Q: 3 clusters Score -1.919603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145273 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -19196026.000000 Penalty: 5915.011230
	Iteration 113F: 3 clusters Score -1.919603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147420 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 149696 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 44563 members 
Mstep: Class 6 contains 15550 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 9243 members 
Mstep: Class 10 contains 152929 members 
Mstep: Class 11 contains 70384 members 
Mstep: Class 12 contains 75768 members 
Mstep: Class 13 contains 78264 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 145273 members 
Mstep: Class 17 contains 126629 members 
Mstep: Class 18 contains 77379 members 
Mstep: Class 19 contains 175799 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 5786 members 
Entering Unmasked Estep 
Score: -161324832.000000 Penalty: 76770.804688
Splitting cluster 16 changes total score from -161325392.000000 to -161324832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (126629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126629 members 
Entering Unmasked Estep 
Score: -16197755.000000 Penalty: 2913.756104
	Iteration 0F: 2 clusters Score -1.619776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 63475 members 
Entering Unmasked Estep 
Score: -16114305.000000 Penalty: 5827.512207
	Iteration 0F: 3 clusters Score -1.61143e+07 nChanged 60288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -16148662.000000 Penalty: 5827.512207
	Iteration 1F: 3 clusters Score -1.614866e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 68052 members 
Entering Unmasked Estep 
Score: -16149522.000000 Penalty: 5827.512207
	Iteration 2Q: 3 clusters Score -1.614952e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 71021 members 
Entering Unmasked Estep 
Score: -16151161.000000 Penalty: 5827.512207
	Iteration 3Q: 3 clusters Score -1.615116e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 75751 members 
Entering Unmasked Estep 
Score: -16153776.000000 Penalty: 5827.512207
	Iteration 4Q: 3 clusters Score -1.615378e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 82536 members 
Entering Unmasked Estep 
Score: -16158224.000000 Penalty: 5827.512207
	Iteration 5F: 3 clusters Score -1.615822e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -16165536.000000 Penalty: 5827.512207
	Iteration 6F: 3 clusters Score -1.616554e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 101656 members 
Entering Unmasked Estep 
Score: -16175046.000000 Penalty: 5827.512207
	Iteration 7F: 3 clusters Score -1.617505e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 110743 members 
Entering Unmasked Estep 
Score: -16183844.000000 Penalty: 5827.512207
	Iteration 8F: 3 clusters Score -1.618384e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 116738 members 
Entering Unmasked Estep 
Score: -16189942.000000 Penalty: 5827.512207
	Iteration 9Q: 3 clusters Score -1.618994e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 119714 members 
Entering Unmasked Estep 
Score: -16193159.000000 Penalty: 5827.512207
	Iteration 10Q: 3 clusters Score -1.619316e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 121048 members 
Entering Unmasked Estep 
Score: -16194473.000000 Penalty: 5827.512207
	Iteration 11Q: 3 clusters Score -1.619447e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 121769 members 
Entering Unmasked Estep 
Score: -16195082.000000 Penalty: 5827.512207
	Iteration 12Q: 3 clusters Score -1.619508e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 122243 members 
Entering Unmasked Estep 
Score: -16195417.000000 Penalty: 5827.512207
	Iteration 13Q: 3 clusters Score -1.619542e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 122599 members 
Entering Unmasked Estep 
Score: -16195627.000000 Penalty: 5827.512207
	Iteration 14Q: 3 clusters Score -1.619563e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 122900 members 
Entering Unmasked Estep 
Score: -16195705.000000 Penalty: 5827.512207
	Iteration 15Q: 3 clusters Score -1.61957e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 123135 members 
Entering Unmasked Estep 
Score: -16195784.000000 Penalty: 5827.512207
	Iteration 16Q: 3 clusters Score -1.619578e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 123334 members 
Entering Unmasked Estep 
Score: -16195883.000000 Penalty: 5827.512207
	Iteration 17Q: 3 clusters Score -1.619588e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 123485 members 
Entering Unmasked Estep 
Score: -16195948.000000 Penalty: 5827.512207
	Iteration 18Q: 3 clusters Score -1.619595e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 123616 members 
Entering Unmasked Estep 
Score: -16195991.000000 Penalty: 5827.512207
	Iteration 19Q: 3 clusters Score -1.619599e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 123726 members 
Entering Unmasked Estep 
Score: -16196005.000000 Penalty: 5827.512207
	Iteration 20F: 3 clusters Score -1.6196e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 123812 members 
Entering Unmasked Estep 
Score: -16196039.000000 Penalty: 5827.512207
	Iteration 21Q: 3 clusters Score -1.619604e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 123878 members 
Entering Unmasked Estep 
Score: -16196061.000000 Penalty: 5827.512207
	Iteration 22Q: 3 clusters Score -1.619606e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 123939 members 
Entering Unmasked Estep 
Score: -16196087.000000 Penalty: 5827.512207
	Iteration 23Q: 3 clusters Score -1.619609e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 123986 members 
Entering Unmasked Estep 
Score: -16196111.000000 Penalty: 5827.512207
	Iteration 24Q: 3 clusters Score -1.619611e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 124027 members 
Entering Unmasked Estep 
Score: -16196116.000000 Penalty: 5827.512207
	Iteration 25Q: 3 clusters Score -1.619612e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 124067 members 
Entering Unmasked Estep 
Score: -16196114.000000 Penalty: 5827.512207
	Iteration 26Q: 3 clusters Score -1.619611e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 124104 members 
Entering Unmasked Estep 
Score: -16196142.000000 Penalty: 5827.512207
	Iteration 27Q: 3 clusters Score -1.619614e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 124127 members 
Entering Unmasked Estep 
Score: -16196141.000000 Penalty: 5827.512207
	Iteration 28Q: 3 clusters Score -1.619614e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 124144 members 
Entering Unmasked Estep 
Score: -16196141.000000 Penalty: 5827.512207
	Iteration 29Q: 3 clusters Score -1.619614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 124156 members 
Entering Unmasked Estep 
Score: -16196142.000000 Penalty: 5827.512207
	Iteration 30Q: 3 clusters Score -1.619614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 124167 members 
Entering Unmasked Estep 
Score: -16196125.000000 Penalty: 5827.512207
	Iteration 31Q: 3 clusters Score -1.619612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 124178 members 
Entering Unmasked Estep 
Score: -16196116.000000 Penalty: 5827.512207
	Iteration 32Q: 3 clusters Score -1.619612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 124190 members 
Entering Unmasked Estep 
Score: -16196117.000000 Penalty: 5827.512207
	Iteration 33Q: 3 clusters Score -1.619612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 124197 members 
Entering Unmasked Estep 
Score: -16196115.000000 Penalty: 5827.512207
	Iteration 34Q: 3 clusters Score -1.619612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 124203 members 
Entering Unmasked Estep 
Score: -16196116.000000 Penalty: 5827.512207
	Iteration 35Q: 3 clusters Score -1.619612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 124207 members 
Entering Unmasked Estep 
Score: -16196104.000000 Penalty: 5827.512207
	Iteration 36Q: 3 clusters Score -1.61961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 124209 members 
Entering Unmasked Estep 
Score: -16196112.000000 Penalty: 5827.512207
	Iteration 37Q: 3 clusters Score -1.619611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 124211 members 
Entering Unmasked Estep 
Score: -16196118.000000 Penalty: 5827.512207
	Iteration 38Q: 3 clusters Score -1.619612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 124216 members 
Entering Unmasked Estep 
Score: -16196115.000000 Penalty: 5827.512207
	Iteration 39Q: 3 clusters Score -1.619612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 124220 members 
Entering Unmasked Estep 
Score: -16196119.000000 Penalty: 5827.512207
	Iteration 40F: 3 clusters Score -1.619612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 124223 members 
Entering Unmasked Estep 
Score: -16196116.000000 Penalty: 5827.512207
	Iteration 41Q: 3 clusters Score -1.619612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 124225 members 
Entering Unmasked Estep 
Score: -16196124.000000 Penalty: 5827.512207
	Iteration 42Q: 3 clusters Score -1.619612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 124228 members 
Entering Unmasked Estep 
Score: -16196126.000000 Penalty: 5827.512207
	Iteration 43Q: 3 clusters Score -1.619613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 124231 members 
Entering Unmasked Estep 
Score: -16196119.000000 Penalty: 5827.512207
	Iteration 44Q: 3 clusters Score -1.619612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 124233 members 
Entering Unmasked Estep 
Score: -16196124.000000 Penalty: 5827.512207
	Iteration 45Q: 3 clusters Score -1.619612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 124234 members 
Entering Unmasked Estep 
Score: -16196111.000000 Penalty: 5827.512207
	Iteration 46Q: 3 clusters Score -1.619611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 124235 members 
Entering Unmasked Estep 
Score: -16196126.000000 Penalty: 5827.512207
	Iteration 47Q: 3 clusters Score -1.619613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 124235 members 
Entering Unmasked Estep 
Score: -16196126.000000 Penalty: 5827.512207
	Iteration 48F: 3 clusters Score -1.619613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (77379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Entering Unmasked Estep 
Score: -9836582.000000 Penalty: 2791.604736
	Iteration 0F: 2 clusters Score -9836582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -9784732.000000 Penalty: 5583.209473
	Iteration 0F: 3 clusters Score -9784732 nChanged 36337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -9805049.000000 Penalty: 5583.209473
	Iteration 1F: 3 clusters Score -9805049 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -9805603.000000 Penalty: 5583.209473
	Iteration 2Q: 3 clusters Score -9805603 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -9806378.000000 Penalty: 5583.209473
	Iteration 3Q: 3 clusters Score -9806378 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -9807305.000000 Penalty: 5583.209473
	Iteration 4Q: 3 clusters Score -9807305 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -9808606.000000 Penalty: 5583.209473
	Iteration 5Q: 3 clusters Score -9808606 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -9810459.000000 Penalty: 5583.209473
	Iteration 6F: 3 clusters Score -9810459 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -9813051.000000 Penalty: 5583.209473
	Iteration 7F: 3 clusters Score -9813051 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -9816545.000000 Penalty: 5583.209473
	Iteration 8F: 3 clusters Score -9816545 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61313 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -9820541.000000 Penalty: 5583.209473
	Iteration 9F: 3 clusters Score -9820541 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -9824455.000000 Penalty: 5583.209473
	Iteration 10F: 3 clusters Score -9824455 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -9827914.000000 Penalty: 5583.209473
	Iteration 11Q: 3 clusters Score -9827914 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72019 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -9830360.000000 Penalty: 5583.209473
	Iteration 12Q: 3 clusters Score -9830360 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73455 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -9832013.000000 Penalty: 5583.209473
	Iteration 13Q: 3 clusters Score -9832013 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -9832964.000000 Penalty: 5583.209473
	Iteration 14Q: 3 clusters Score -9832964 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74201 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -9833629.000000 Penalty: 5583.209473
	Iteration 15Q: 3 clusters Score -9833629 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -9833909.000000 Penalty: 5583.209473
	Iteration 16Q: 3 clusters Score -9833909 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74210 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -9834032.000000 Penalty: 5583.209473
	Iteration 17Q: 3 clusters Score -9834032 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74207 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -9834117.000000 Penalty: 5583.209473
	Iteration 18Q: 3 clusters Score -9834117 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74197 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -9834190.000000 Penalty: 5583.209473
	Iteration 19Q: 3 clusters Score -9834190 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74178 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -9834232.000000 Penalty: 5583.209473
	Iteration 20F: 3 clusters Score -9834232 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74148 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -9834270.000000 Penalty: 5583.209473
	Iteration 21Q: 3 clusters Score -9834270 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74111 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -9834290.000000 Penalty: 5583.209473
	Iteration 22Q: 3 clusters Score -9834290 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74077 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -9834299.000000 Penalty: 5583.209473
	Iteration 23Q: 3 clusters Score -9834299 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -9834340.000000 Penalty: 5583.209473
	Iteration 24Q: 3 clusters Score -9834340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74026 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -9834361.000000 Penalty: 5583.209473
	Iteration 25Q: 3 clusters Score -9834361 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74005 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -9834359.000000 Penalty: 5583.209473
	Iteration 26Q: 3 clusters Score -9834359 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73983 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -9834376.000000 Penalty: 5583.209473
	Iteration 27Q: 3 clusters Score -9834376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73957 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -9834379.000000 Penalty: 5583.209473
	Iteration 28Q: 3 clusters Score -9834379 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -9834406.000000 Penalty: 5583.209473
	Iteration 29Q: 3 clusters Score -9834406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -9834422.000000 Penalty: 5583.209473
	Iteration 30Q: 3 clusters Score -9834422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -9834427.000000 Penalty: 5583.209473
	Iteration 31Q: 3 clusters Score -9834427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -9834455.000000 Penalty: 5583.209473
	Iteration 32Q: 3 clusters Score -9834455 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73794 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -9834439.000000 Penalty: 5583.209473
	Iteration 33Q: 3 clusters Score -9834439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -9834449.000000 Penalty: 5583.209473
	Iteration 34Q: 3 clusters Score -9834449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73733 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -9834450.000000 Penalty: 5583.209473
	Iteration 35Q: 3 clusters Score -9834450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73702 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -9834467.000000 Penalty: 5583.209473
	Iteration 36Q: 3 clusters Score -9834467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73676 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -9834453.000000 Penalty: 5583.209473
	Iteration 37Q: 3 clusters Score -9834453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73635 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -9834452.000000 Penalty: 5583.209473
	Iteration 38Q: 3 clusters Score -9834452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -9834457.000000 Penalty: 5583.209473
	Iteration 39Q: 3 clusters Score -9834457 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73570 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -9834470.000000 Penalty: 5583.209473
	Iteration 40F: 3 clusters Score -9834470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73537 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -9834475.000000 Penalty: 5583.209473
	Iteration 41Q: 3 clusters Score -9834475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -9834496.000000 Penalty: 5583.209473
	Iteration 42Q: 3 clusters Score -9834496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73476 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -9834504.000000 Penalty: 5583.209473
	Iteration 43Q: 3 clusters Score -9834504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73453 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -9834505.000000 Penalty: 5583.209473
	Iteration 44Q: 3 clusters Score -9834505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73441 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -9834495.000000 Penalty: 5583.209473
	Iteration 45Q: 3 clusters Score -9834495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -9834496.000000 Penalty: 5583.209473
	Iteration 46Q: 3 clusters Score -9834496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -9834489.000000 Penalty: 5583.209473
	Iteration 47Q: 3 clusters Score -9834489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73411 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -9834495.000000 Penalty: 5583.209473
	Iteration 48Q: 3 clusters Score -9834495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73405 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -9834496.000000 Penalty: 5583.209473
	Iteration 49Q: 3 clusters Score -9834496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73400 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -9834504.000000 Penalty: 5583.209473
	Iteration 50Q: 3 clusters Score -9834504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73396 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -9834498.000000 Penalty: 5583.209473
	Iteration 51Q: 3 clusters Score -9834498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -9834508.000000 Penalty: 5583.209473
	Iteration 52Q: 3 clusters Score -9834508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -9834507.000000 Penalty: 5583.209473
	Iteration 53Q: 3 clusters Score -9834507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73385 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -9834503.000000 Penalty: 5583.209473
	Iteration 54Q: 3 clusters Score -9834503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -9834503.000000 Penalty: 5583.209473
	Iteration 55Q: 3 clusters Score -9834503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -9834503.000000 Penalty: 5583.209473
	Iteration 56F: 3 clusters Score -9834503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175799 members 
Entering Unmasked Estep 
Score: -22442826.000000 Penalty: 2995.120117
	Iteration 0F: 2 clusters Score -2.244283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88051 members 
Mstep: Class 2 contains 87748 members 
Entering Unmasked Estep 
Score: -22336608.000000 Penalty: 5990.240234
	Iteration 0F: 3 clusters Score -2.233661e+07 nChanged 84169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91452 members 
Mstep: Class 2 contains 84347 members 
Entering Unmasked Estep 
Score: -22385110.000000 Penalty: 5990.240234
	Iteration 1F: 3 clusters Score -2.238511e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Mstep: Class 2 contains 81910 members 
Entering Unmasked Estep 
Score: -22385970.000000 Penalty: 5990.240234
	Iteration 2Q: 3 clusters Score -2.238597e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97713 members 
Mstep: Class 2 contains 78086 members 
Entering Unmasked Estep 
Score: -22387322.000000 Penalty: 5990.240234
	Iteration 3Q: 3 clusters Score -2.238732e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103596 members 
Mstep: Class 2 contains 72203 members 
Entering Unmasked Estep 
Score: -22389786.000000 Penalty: 5990.240234
	Iteration 4Q: 3 clusters Score -2.238979e+07 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112461 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -22394618.000000 Penalty: 5990.240234
	Iteration 5F: 3 clusters Score -2.239462e+07 nChanged 12741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124956 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -22403460.000000 Penalty: 5990.240234
	Iteration 6F: 3 clusters Score -2.240346e+07 nChanged 15588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140438 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -22416916.000000 Penalty: 5990.240234
	Iteration 7F: 3 clusters Score -2.241692e+07 nChanged 15383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155771 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -22429912.000000 Penalty: 5990.240234
	Iteration 8F: 3 clusters Score -2.242991e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166960 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -22436510.000000 Penalty: 5990.240234
	Iteration 9F: 3 clusters Score -2.243651e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172482 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -22438858.000000 Penalty: 5990.240234
	Iteration 10Q: 3 clusters Score -2.243886e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174497 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -22439686.000000 Penalty: 5990.240234
	Iteration 11Q: 3 clusters Score -2.243969e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175130 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -22439910.000000 Penalty: 5990.240234
	Iteration 12Q: 3 clusters Score -2.243991e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175322 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22440026.000000 Penalty: 5990.240234
	Iteration 13Q: 3 clusters Score -2.244003e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175414 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -22440142.000000 Penalty: 5990.240234
	Iteration 14Q: 3 clusters Score -2.244014e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175448 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22440184.000000 Penalty: 5990.240234
	Iteration 15Q: 3 clusters Score -2.244018e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175470 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -22440210.000000 Penalty: 5990.240234
	Iteration 16Q: 3 clusters Score -2.244021e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175483 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -22440220.000000 Penalty: 5990.240234
	Iteration 17Q: 3 clusters Score -2.244022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175484 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -22440220.000000 Penalty: 5990.240234
	Iteration 18Q: 3 clusters Score -2.244022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175491 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -22440248.000000 Penalty: 5990.240234
	Iteration 19Q: 3 clusters Score -2.244025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175495 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -22440254.000000 Penalty: 5990.240234
	Iteration 20F: 3 clusters Score -2.244025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175498 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -22440258.000000 Penalty: 5990.240234
	Iteration 21Q: 3 clusters Score -2.244026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175499 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -22440262.000000 Penalty: 5990.240234
	Iteration 22Q: 3 clusters Score -2.244026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175502 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -22440274.000000 Penalty: 5990.240234
	Iteration 23Q: 3 clusters Score -2.244027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22440256.000000 Penalty: 5990.240234
	Iteration 24Q: 3 clusters Score -2.244026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22440268.000000 Penalty: 5990.240234
	Iteration 25Q: 3 clusters Score -2.244027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175505 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -22440282.000000 Penalty: 5990.240234
	Iteration 26Q: 3 clusters Score -2.244028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22440284.000000 Penalty: 5990.240234
	Iteration 27Q: 3 clusters Score -2.244028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175505 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -22440286.000000 Penalty: 5990.240234
	Iteration 28Q: 3 clusters Score -2.244029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22440274.000000 Penalty: 5990.240234
	Iteration 29Q: 3 clusters Score -2.244027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22440274.000000 Penalty: 5990.240234
	Iteration 30F: 3 clusters Score -2.244027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -33716.710938 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -33716.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32426.871094 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -32426.87 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32695.605469 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -32695.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32757.484375 Penalty: 2918.127930
	Iteration 2F: 3 clusters Score -32757.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32837.109375 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -32837.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32874.191406 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -32874.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32908.179688 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -32908.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32932.730469 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -32932.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32967.683594 Penalty: 2918.127930
	Iteration 7Q: 3 clusters Score -32967.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32993.738281 Penalty: 2918.127930
	Iteration 8Q: 3 clusters Score -32993.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33051.359375 Penalty: 2918.127930
	Iteration 9Q: 3 clusters Score -33051.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33089.082031 Penalty: 2918.127930
	Iteration 10Q: 3 clusters Score -33089.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33126.531250 Penalty: 2918.127930
	Iteration 11Q: 3 clusters Score -33126.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33136.277344 Penalty: 2918.127930
	Iteration 12Q: 3 clusters Score -33136.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33148.707031 Penalty: 2918.127930
	Iteration 13Q: 3 clusters Score -33148.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33148.707031 Penalty: 2918.127930
	Iteration 14F: 3 clusters Score -33148.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -45112.957031 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -45112.96 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 205 members 
Entering Unmasked Estep 
Score: -43654.796875 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -43654.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43862.394531 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -43862.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43951.597656 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -43951.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43992.121094 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -43992.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44052.613281 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -44052.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44095.597656 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -44095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44107.863281 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -44107.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44118.339844 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -44118.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44120.472656 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -44120.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44132.750000 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -44132.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44159.789062 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -44159.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44179.617188 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -44179.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44193.960938 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -44193.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44196.425781 Penalty: 3019.040283
	Iteration 13Q: 3 clusters Score -44196.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44196.425781 Penalty: 3019.040283
	Iteration 14F: 3 clusters Score -44196.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147420 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 149696 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 44563 members 
Mstep: Class 6 contains 15550 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 9243 members 
Mstep: Class 10 contains 152929 members 
Mstep: Class 11 contains 70384 members 
Mstep: Class 12 contains 75768 members 
Mstep: Class 13 contains 78264 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151059 members 
Mstep: Class 17 contains 126629 members 
Mstep: Class 18 contains 77379 members 
Mstep: Class 19 contains 175799 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325760.000000 Penalty: 73281.218750
Iteration 239Q: 22 clusters Score -1.613258e+08 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147450 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 149755 members 
Mstep: Class 4 contains 8000 members 
Mstep: Class 5 contains 45560 members 
Mstep: Class 6 contains 15573 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 9233 members 
Mstep: Class 10 contains 152931 members 
Mstep: Class 11 contains 70394 members 
Mstep: Class 12 contains 75691 members 
Mstep: Class 13 contains 78239 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151053 members 
Mstep: Class 17 contains 126775 members 
Mstep: Class 18 contains 76248 members 
Mstep: Class 19 contains 175775 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326256.000000 Penalty: 73281.218750
Iteration 240F: 22 clusters Score -1.613263e+08 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147452 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 149805 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 46599 members 
Mstep: Class 6 contains 15585 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 10 contains 152908 members 
Mstep: Class 11 contains 70426 members 
Mstep: Class 12 contains 75598 members 
Mstep: Class 13 contains 78215 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151022 members 
Mstep: Class 17 contains 126925 members 
Mstep: Class 18 contains 75191 members 
Mstep: Class 19 contains 175724 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326064.000000 Penalty: 73281.218750
Iteration 241Q: 22 clusters Score -1.613261e+08 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147439 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 149832 members 
Mstep: Class 4 contains 8000 members 
Mstep: Class 5 contains 47663 members 
Mstep: Class 6 contains 15591 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 9215 members 
Mstep: Class 10 contains 152836 members 
Mstep: Class 11 contains 70441 members 
Mstep: Class 12 contains 75509 members 
Mstep: Class 13 contains 78186 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151051 members 
Mstep: Class 17 contains 127015 members 
Mstep: Class 18 contains 74186 members 
Mstep: Class 19 contains 175714 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325728.000000 Penalty: 73281.218750
Iteration 242Q: 22 clusters Score -1.613257e+08 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147394 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 149846 members 
Mstep: Class 4 contains 8000 members 
Mstep: Class 5 contains 48752 members 
Mstep: Class 6 contains 15588 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 9218 members 
Mstep: Class 10 contains 152777 members 
Mstep: Class 11 contains 70438 members 
Mstep: Class 12 contains 75402 members 
Mstep: Class 13 contains 78170 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151090 members 
Mstep: Class 17 contains 127071 members 
Mstep: Class 18 contains 73236 members 
Mstep: Class 19 contains 175695 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325824.000000 Penalty: 73281.218750
Iteration 243Q: 22 clusters Score -1.613258e+08 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147343 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 149853 members 
Mstep: Class 4 contains 7995 members 
Mstep: Class 5 contains 49875 members 
Mstep: Class 6 contains 15587 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 10 contains 152729 members 
Mstep: Class 11 contains 70430 members 
Mstep: Class 12 contains 75286 members 
Mstep: Class 13 contains 78183 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151143 members 
Mstep: Class 17 contains 127114 members 
Mstep: Class 18 contains 72282 members 
Mstep: Class 19 contains 175631 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325808.000000 Penalty: 73281.218750
Iteration 244Q: 22 clusters Score -1.613258e+08 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147326 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 149859 members 
Mstep: Class 4 contains 7995 members 
Mstep: Class 5 contains 51012 members 
Mstep: Class 6 contains 15585 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 9221 members 
Mstep: Class 10 contains 152665 members 
Mstep: Class 11 contains 70434 members 
Mstep: Class 12 contains 75188 members 
Mstep: Class 13 contains 78199 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151202 members 
Mstep: Class 17 contains 127110 members 
Mstep: Class 18 contains 71292 members 
Mstep: Class 19 contains 175588 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325936.000000 Penalty: 73281.218750
Iteration 245Q: 22 clusters Score -1.613259e+08 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147295 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 149832 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 52176 members 
Mstep: Class 6 contains 15602 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 10 contains 152609 members 
Mstep: Class 11 contains 70431 members 
Mstep: Class 12 contains 75122 members 
Mstep: Class 13 contains 78217 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151262 members 
Mstep: Class 17 contains 127084 members 
Mstep: Class 18 contains 70298 members 
Mstep: Class 19 contains 175528 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325632.000000 Penalty: 73281.218750
Iteration 246Q: 22 clusters Score -1.613256e+08 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147320 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 149813 members 
Mstep: Class 4 contains 7986 members 
Mstep: Class 5 contains 53393 members 
Mstep: Class 6 contains 15614 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 9221 members 
Mstep: Class 10 contains 152533 members 
Mstep: Class 11 contains 70426 members 
Mstep: Class 12 contains 75044 members 
Mstep: Class 13 contains 78205 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151278 members 
Mstep: Class 17 contains 127064 members 
Mstep: Class 18 contains 69335 members 
Mstep: Class 19 contains 175443 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325872.000000 Penalty: 73281.218750
Iteration 247Q: 22 clusters Score -1.613259e+08 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147415 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 149790 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 54647 members 
Mstep: Class 6 contains 15622 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 9215 members 
Mstep: Class 10 contains 152447 members 
Mstep: Class 11 contains 70420 members 
Mstep: Class 12 contains 74944 members 
Mstep: Class 13 contains 78189 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151298 members 
Mstep: Class 17 contains 127013 members 
Mstep: Class 18 contains 68379 members 
Mstep: Class 19 contains 175317 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326192.000000 Penalty: 73281.218750
Iteration 248Q: 22 clusters Score -1.613262e+08 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147484 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 149784 members 
Mstep: Class 4 contains 7971 members 
Mstep: Class 5 contains 55971 members 
Mstep: Class 6 contains 15622 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 9215 members 
Mstep: Class 10 contains 152307 members 
Mstep: Class 11 contains 70422 members 
Mstep: Class 12 contains 74837 members 
Mstep: Class 13 contains 78160 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151279 members 
Mstep: Class 17 contains 126967 members 
Mstep: Class 18 contains 67420 members 
Mstep: Class 19 contains 175237 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326240.000000 Penalty: 73281.218750
Iteration 249Q: 22 clusters Score -1.613262e+08 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147493 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 149768 members 
Mstep: Class 4 contains 7965 members 
Mstep: Class 5 contains 57334 members 
Mstep: Class 6 contains 15622 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 9212 members 
Mstep: Class 10 contains 152147 members 
Mstep: Class 11 contains 70402 members 
Mstep: Class 12 contains 74726 members 
Mstep: Class 13 contains 78139 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151275 members 
Mstep: Class 17 contains 126941 members 
Mstep: Class 18 contains 66485 members 
Mstep: Class 19 contains 175168 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326224.000000 Penalty: 73281.218750
Iteration 250Q: 22 clusters Score -1.613262e+08 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147478 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 149751 members 
Mstep: Class 4 contains 7964 members 
Mstep: Class 5 contains 58701 members 
Mstep: Class 6 contains 15625 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 9210 members 
Mstep: Class 10 contains 152023 members 
Mstep: Class 11 contains 70397 members 
Mstep: Class 12 contains 74599 members 
Mstep: Class 13 contains 78137 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151289 members 
Mstep: Class 17 contains 126890 members 
Mstep: Class 18 contains 65577 members 
Mstep: Class 19 contains 175036 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326320.000000 Penalty: 73281.218750
Iteration 251Q: 22 clusters Score -1.613263e+08 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147474 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 149755 members 
Mstep: Class 4 contains 7961 members 
Mstep: Class 5 contains 60125 members 
Mstep: Class 6 contains 15638 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 9210 members 
Mstep: Class 10 contains 151936 members 
Mstep: Class 11 contains 70409 members 
Mstep: Class 12 contains 74474 members 
Mstep: Class 13 contains 78115 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151289 members 
Mstep: Class 17 contains 126816 members 
Mstep: Class 18 contains 64697 members 
Mstep: Class 19 contains 174780 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326688.000000 Penalty: 73281.218750
Iteration 252Q: 22 clusters Score -1.613267e+08 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147485 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 149733 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 61673 members 
Mstep: Class 6 contains 15648 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 9210 members 
Mstep: Class 10 contains 151820 members 
Mstep: Class 11 contains 70388 members 
Mstep: Class 12 contains 74364 members 
Mstep: Class 13 contains 78098 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151245 members 
Mstep: Class 17 contains 126689 members 
Mstep: Class 18 contains 63806 members 
Mstep: Class 19 contains 174562 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327088.000000 Penalty: 73281.218750
Iteration 253Q: 22 clusters Score -1.613271e+08 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147483 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 149708 members 
Mstep: Class 4 contains 7954 members 
Mstep: Class 5 contains 63339 members 
Mstep: Class 6 contains 15630 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 9213 members 
Mstep: Class 10 contains 151688 members 
Mstep: Class 11 contains 70379 members 
Mstep: Class 12 contains 74257 members 
Mstep: Class 13 contains 78085 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151158 members 
Mstep: Class 17 contains 126554 members 
Mstep: Class 18 contains 62879 members 
Mstep: Class 19 contains 174351 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327008.000000 Penalty: 73281.218750
Iteration 254Q: 22 clusters Score -1.61327e+08 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147475 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 149673 members 
Mstep: Class 4 contains 7948 members 
Mstep: Class 5 contains 65033 members 
Mstep: Class 6 contains 15618 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 9219 members 
Mstep: Class 10 contains 151548 members 
Mstep: Class 11 contains 70387 members 
Mstep: Class 12 contains 74145 members 
Mstep: Class 13 contains 78059 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151102 members 
Mstep: Class 17 contains 126429 members 
Mstep: Class 18 contains 61927 members 
Mstep: Class 19 contains 174114 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326688.000000 Penalty: 73281.218750
Iteration 255Q: 22 clusters Score -1.613267e+08 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147444 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 149630 members 
Mstep: Class 4 contains 7941 members 
Mstep: Class 5 contains 66787 members 
Mstep: Class 6 contains 15597 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 9214 members 
Mstep: Class 10 contains 151402 members 
Mstep: Class 11 contains 70420 members 
Mstep: Class 12 contains 74034 members 
Mstep: Class 13 contains 78047 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151035 members 
Mstep: Class 17 contains 126266 members 
Mstep: Class 18 contains 60978 members 
Mstep: Class 19 contains 173884 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327024.000000 Penalty: 73281.218750
Iteration 256Q: 22 clusters Score -1.61327e+08 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147401 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 149524 members 
Mstep: Class 4 contains 7932 members 
Mstep: Class 5 contains 68660 members 
Mstep: Class 6 contains 15572 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 9210 members 
Mstep: Class 10 contains 151249 members 
Mstep: Class 11 contains 70444 members 
Mstep: Class 12 contains 73936 members 
Mstep: Class 13 contains 78035 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150991 members 
Mstep: Class 17 contains 126111 members 
Mstep: Class 18 contains 59979 members 
Mstep: Class 19 contains 173636 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327264.000000 Penalty: 73281.218750
Iteration 257Q: 22 clusters Score -1.613273e+08 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147345 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 149432 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 70598 members 
Mstep: Class 6 contains 15543 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 9210 members 
Mstep: Class 10 contains 151101 members 
Mstep: Class 11 contains 70477 members 
Mstep: Class 12 contains 73822 members 
Mstep: Class 13 contains 78025 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150944 members 
Mstep: Class 17 contains 125893 members 
Mstep: Class 18 contains 59000 members 
Mstep: Class 19 contains 173366 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327888.000000 Penalty: 73281.218750
Iteration 258Q: 22 clusters Score -1.613279e+08 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147314 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 149322 members 
Mstep: Class 4 contains 7922 members 
Mstep: Class 5 contains 72529 members 
Mstep: Class 6 contains 15510 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 9209 members 
Mstep: Class 10 contains 150969 members 
Mstep: Class 11 contains 70514 members 
Mstep: Class 12 contains 73704 members 
Mstep: Class 13 contains 78004 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150908 members 
Mstep: Class 17 contains 125676 members 
Mstep: Class 18 contains 57997 members 
Mstep: Class 19 contains 173101 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328240.000000 Penalty: 73281.218750
Iteration 259Q: 22 clusters Score -1.613282e+08 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147257 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 149203 members 
Mstep: Class 4 contains 7913 members 
Mstep: Class 5 contains 74499 members 
Mstep: Class 6 contains 15483 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 9208 members 
Mstep: Class 10 contains 150864 members 
Mstep: Class 11 contains 70548 members 
Mstep: Class 12 contains 73575 members 
Mstep: Class 13 contains 77969 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150929 members 
Mstep: Class 17 contains 125426 members 
Mstep: Class 18 contains 56970 members 
Mstep: Class 19 contains 172835 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328256.000000 Penalty: 73281.218750
Iteration 260F: 22 clusters Score -1.613283e+08 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147171 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 149105 members 
Mstep: Class 4 contains 7903 members 
Mstep: Class 5 contains 76555 members 
Mstep: Class 6 contains 15459 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 9207 members 
Mstep: Class 10 contains 150755 members 
Mstep: Class 11 contains 70578 members 
Mstep: Class 12 contains 73464 members 
Mstep: Class 13 contains 77949 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150906 members 
Mstep: Class 17 contains 125123 members 
Mstep: Class 18 contains 56017 members 
Mstep: Class 19 contains 172488 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328880.000000 Penalty: 73281.218750
Iteration 261Q: 22 clusters Score -1.613289e+08 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147101 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 148997 members 
Mstep: Class 4 contains 7896 members 
Mstep: Class 5 contains 78640 members 
Mstep: Class 6 contains 15452 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 9208 members 
Mstep: Class 10 contains 150625 members 
Mstep: Class 11 contains 70612 members 
Mstep: Class 12 contains 73353 members 
Mstep: Class 13 contains 77923 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150890 members 
Mstep: Class 17 contains 124791 members 
Mstep: Class 18 contains 55069 members 
Mstep: Class 19 contains 172123 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329008.000000 Penalty: 73281.218750
Iteration 262Q: 22 clusters Score -1.61329e+08 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147009 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 148911 members 
Mstep: Class 4 contains 7890 members 
Mstep: Class 5 contains 80748 members 
Mstep: Class 6 contains 15446 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 9204 members 
Mstep: Class 10 contains 150458 members 
Mstep: Class 11 contains 70631 members 
Mstep: Class 12 contains 73254 members 
Mstep: Class 13 contains 77911 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150839 members 
Mstep: Class 17 contains 124415 members 
Mstep: Class 18 contains 54150 members 
Mstep: Class 19 contains 171811 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328912.000000 Penalty: 73281.218750
Iteration 263Q: 22 clusters Score -1.613289e+08 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146890 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 148839 members 
Mstep: Class 4 contains 7885 members 
Mstep: Class 5 contains 82858 members 
Mstep: Class 6 contains 15446 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 9198 members 
Mstep: Class 10 contains 150313 members 
Mstep: Class 11 contains 70630 members 
Mstep: Class 12 contains 73162 members 
Mstep: Class 13 contains 77908 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150779 members 
Mstep: Class 17 contains 124004 members 
Mstep: Class 18 contains 53214 members 
Mstep: Class 19 contains 171548 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329088.000000 Penalty: 73281.218750
Iteration 264Q: 22 clusters Score -1.613291e+08 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146742 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 148764 members 
Mstep: Class 4 contains 7886 members 
Mstep: Class 5 contains 84981 members 
Mstep: Class 6 contains 15436 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 9187 members 
Mstep: Class 10 contains 150160 members 
Mstep: Class 11 contains 70630 members 
Mstep: Class 12 contains 73067 members 
Mstep: Class 13 contains 77897 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150770 members 
Mstep: Class 17 contains 123590 members 
Mstep: Class 18 contains 52274 members 
Mstep: Class 19 contains 171289 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329632.000000 Penalty: 73281.218750
Iteration 265Q: 22 clusters Score -1.613296e+08 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146581 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 148677 members 
Mstep: Class 4 contains 7882 members 
Mstep: Class 5 contains 87143 members 
Mstep: Class 6 contains 15415 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 9 contains 9184 members 
Mstep: Class 10 contains 150023 members 
Mstep: Class 11 contains 70621 members 
Mstep: Class 12 contains 72981 members 
Mstep: Class 13 contains 77881 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150773 members 
Mstep: Class 17 contains 123152 members 
Mstep: Class 18 contains 51373 members 
Mstep: Class 19 contains 170985 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329952.000000 Penalty: 73281.218750
Iteration 266Q: 22 clusters Score -1.6133e+08 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146398 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 148549 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 89407 members 
Mstep: Class 6 contains 15399 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 9 contains 9182 members 
Mstep: Class 10 contains 149864 members 
Mstep: Class 11 contains 70612 members 
Mstep: Class 12 contains 72868 members 
Mstep: Class 13 contains 77861 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150776 members 
Mstep: Class 17 contains 122672 members 
Mstep: Class 18 contains 50510 members 
Mstep: Class 19 contains 170698 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330496.000000 Penalty: 73281.218750
Iteration 267Q: 22 clusters Score -1.613305e+08 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146193 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 148441 members 
Mstep: Class 4 contains 7864 members 
Mstep: Class 5 contains 91706 members 
Mstep: Class 6 contains 15376 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 9185 members 
Mstep: Class 10 contains 149689 members 
Mstep: Class 11 contains 70567 members 
Mstep: Class 12 contains 72742 members 
Mstep: Class 13 contains 77840 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150808 members 
Mstep: Class 17 contains 122182 members 
Mstep: Class 18 contains 49613 members 
Mstep: Class 19 contains 170465 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330512.000000 Penalty: 73281.218750
Iteration 268Q: 22 clusters Score -1.613305e+08 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145982 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 148311 members 
Mstep: Class 4 contains 7854 members 
Mstep: Class 5 contains 94015 members 
Mstep: Class 6 contains 15340 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 149531 members 
Mstep: Class 11 contains 70519 members 
Mstep: Class 12 contains 72632 members 
Mstep: Class 13 contains 77813 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150908 members 
Mstep: Class 17 contains 121607 members 
Mstep: Class 18 contains 48707 members 
Mstep: Class 19 contains 170260 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330528.000000 Penalty: 73281.218750
Iteration 269Q: 22 clusters Score -1.613305e+08 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145747 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 148186 members 
Mstep: Class 4 contains 7847 members 
Mstep: Class 5 contains 96462 members 
Mstep: Class 6 contains 15317 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 9198 members 
Mstep: Class 10 contains 149353 members 
Mstep: Class 11 contains 70445 members 
Mstep: Class 12 contains 72496 members 
Mstep: Class 13 contains 77791 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150999 members 
Mstep: Class 17 contains 120980 members 
Mstep: Class 18 contains 47830 members 
Mstep: Class 19 contains 170023 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330480.000000 Penalty: 73281.218750
Iteration 270Q: 22 clusters Score -1.613305e+08 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145524 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 148098 members 
Mstep: Class 4 contains 7843 members 
Mstep: Class 5 contains 98904 members 
Mstep: Class 6 contains 15295 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 9206 members 
Mstep: Class 10 contains 149161 members 
Mstep: Class 11 contains 70413 members 
Mstep: Class 12 contains 72363 members 
Mstep: Class 13 contains 77762 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151019 members 
Mstep: Class 17 contains 120314 members 
Mstep: Class 18 contains 46956 members 
Mstep: Class 19 contains 169815 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330368.000000 Penalty: 73281.218750
Iteration 271Q: 22 clusters Score -1.613304e+08 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145294 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 147981 members 
Mstep: Class 4 contains 7839 members 
Mstep: Class 5 contains 101512 members 
Mstep: Class 6 contains 15278 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 9210 members 
Mstep: Class 10 contains 148970 members 
Mstep: Class 11 contains 70365 members 
Mstep: Class 12 contains 72267 members 
Mstep: Class 13 contains 77742 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 151021 members 
Mstep: Class 17 contains 119617 members 
Mstep: Class 18 contains 46123 members 
Mstep: Class 19 contains 169454 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330800.000000 Penalty: 73281.218750
Iteration 272Q: 22 clusters Score -1.613308e+08 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145109 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 147881 members 
Mstep: Class 4 contains 7835 members 
Mstep: Class 5 contains 104077 members 
Mstep: Class 6 contains 15255 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 9 contains 9205 members 
Mstep: Class 10 contains 148781 members 
Mstep: Class 11 contains 70326 members 
Mstep: Class 12 contains 72178 members 
Mstep: Class 13 contains 77722 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150968 members 
Mstep: Class 17 contains 118904 members 
Mstep: Class 18 contains 45304 members 
Mstep: Class 19 contains 169129 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331392.000000 Penalty: 73281.218750
Iteration 273Q: 22 clusters Score -1.613314e+08 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144902 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 147745 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 106625 members 
Mstep: Class 6 contains 15230 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 9216 members 
Mstep: Class 10 contains 148641 members 
Mstep: Class 11 contains 70300 members 
Mstep: Class 12 contains 72065 members 
Mstep: Class 13 contains 77701 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150865 members 
Mstep: Class 17 contains 118222 members 
Mstep: Class 18 contains 44505 members 
Mstep: Class 19 contains 168835 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331280.000000 Penalty: 73281.218750
Iteration 274Q: 22 clusters Score -1.613313e+08 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144681 members 
Mstep: Class 2 contains 4116 members 
Mstep: Class 3 contains 147613 members 
Mstep: Class 4 contains 7818 members 
Mstep: Class 5 contains 109325 members 
Mstep: Class 6 contains 15203 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 9 contains 9211 members 
Mstep: Class 10 contains 148487 members 
Mstep: Class 11 contains 70259 members 
Mstep: Class 12 contains 71959 members 
Mstep: Class 13 contains 77685 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150742 members 
Mstep: Class 17 contains 117502 members 
Mstep: Class 18 contains 43703 members 
Mstep: Class 19 contains 168490 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331360.000000 Penalty: 73281.218750
Iteration 275Q: 22 clusters Score -1.613314e+08 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144491 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 147469 members 
Mstep: Class 4 contains 7813 members 
Mstep: Class 5 contains 112025 members 
Mstep: Class 6 contains 15176 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 9196 members 
Mstep: Class 10 contains 148320 members 
Mstep: Class 11 contains 70196 members 
Mstep: Class 12 contains 71911 members 
Mstep: Class 13 contains 77673 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150619 members 
Mstep: Class 17 contains 116769 members 
Mstep: Class 18 contains 42866 members 
Mstep: Class 19 contains 168156 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331520.000000 Penalty: 73281.218750
Iteration 276Q: 22 clusters Score -1.613315e+08 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144307 members 
Mstep: Class 2 contains 4114 members 
Mstep: Class 3 contains 147307 members 
Mstep: Class 4 contains 7809 members 
Mstep: Class 5 contains 114841 members 
Mstep: Class 6 contains 15161 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 9192 members 
Mstep: Class 10 contains 148107 members 
Mstep: Class 11 contains 70127 members 
Mstep: Class 12 contains 71872 members 
Mstep: Class 13 contains 77656 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150442 members 
Mstep: Class 17 contains 116034 members 
Mstep: Class 18 contains 42030 members 
Mstep: Class 19 contains 167797 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331920.000000 Penalty: 73281.218750
Iteration 277Q: 22 clusters Score -1.613319e+08 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144117 members 
Mstep: Class 2 contains 4116 members 
Mstep: Class 3 contains 147064 members 
Mstep: Class 4 contains 7803 members 
Mstep: Class 5 contains 117698 members 
Mstep: Class 6 contains 15134 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 9188 members 
Mstep: Class 10 contains 147954 members 
Mstep: Class 11 contains 70054 members 
Mstep: Class 12 contains 71859 members 
Mstep: Class 13 contains 77630 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150317 members 
Mstep: Class 17 contains 115301 members 
Mstep: Class 18 contains 41218 members 
Mstep: Class 19 contains 167342 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332112.000000 Penalty: 73281.218750
Iteration 278Q: 22 clusters Score -1.613321e+08 nChanged 6028
Entering ConstructFrom: 
Score: -161332112.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (143964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143964 members 
Entering Unmasked Estep 
Score: -18296692.000000 Penalty: 2945.574951
	Iteration 0F: 2 clusters Score -1.829669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72059 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -18200514.000000 Penalty: 5891.149902
	Iteration 0F: 3 clusters Score -1.820051e+07 nChanged 68731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74604 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -18240696.000000 Penalty: 5891.149902
	Iteration 1F: 3 clusters Score -1.82407e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 67548 members 
Entering Unmasked Estep 
Score: -18241726.000000 Penalty: 5891.149902
	Iteration 2Q: 3 clusters Score -1.824173e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -18243080.000000 Penalty: 5891.149902
	Iteration 3Q: 3 clusters Score -1.824308e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83341 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -18245168.000000 Penalty: 5891.149902
	Iteration 4Q: 3 clusters Score -1.824517e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89281 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -18248616.000000 Penalty: 5891.149902
	Iteration 5F: 3 clusters Score -1.824862e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97523 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -18254458.000000 Penalty: 5891.149902
	Iteration 6F: 3 clusters Score -1.825446e+07 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107756 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -18262808.000000 Penalty: 5891.149902
	Iteration 7F: 3 clusters Score -1.826281e+07 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118582 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -18273184.000000 Penalty: 5891.149902
	Iteration 8F: 3 clusters Score -1.827318e+07 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127924 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -18282358.000000 Penalty: 5891.149902
	Iteration 9F: 3 clusters Score -1.828236e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134258 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -18288394.000000 Penalty: 5891.149902
	Iteration 10Q: 3 clusters Score -1.828839e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137883 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -18291758.000000 Penalty: 5891.149902
	Iteration 11Q: 3 clusters Score -1.829176e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139663 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -18293422.000000 Penalty: 5891.149902
	Iteration 12Q: 3 clusters Score -1.829342e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140466 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -18294118.000000 Penalty: 5891.149902
	Iteration 13Q: 3 clusters Score -1.829412e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140923 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -18294474.000000 Penalty: 5891.149902
	Iteration 14Q: 3 clusters Score -1.829447e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141232 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -18294606.000000 Penalty: 5891.149902
	Iteration 15Q: 3 clusters Score -1.829461e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141441 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -18294658.000000 Penalty: 5891.149902
	Iteration 16Q: 3 clusters Score -1.829466e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141598 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -18294740.000000 Penalty: 5891.149902
	Iteration 17Q: 3 clusters Score -1.829474e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141706 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -18294806.000000 Penalty: 5891.149902
	Iteration 18Q: 3 clusters Score -1.829481e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141801 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -18294798.000000 Penalty: 5891.149902
	Iteration 19Q: 3 clusters Score -1.82948e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141882 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -18294836.000000 Penalty: 5891.149902
	Iteration 20F: 3 clusters Score -1.829484e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141942 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -18294812.000000 Penalty: 5891.149902
	Iteration 21Q: 3 clusters Score -1.829481e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141980 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -18294828.000000 Penalty: 5891.149902
	Iteration 22Q: 3 clusters Score -1.829483e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142028 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -18294832.000000 Penalty: 5891.149902
	Iteration 23Q: 3 clusters Score -1.829483e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142063 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -18294842.000000 Penalty: 5891.149902
	Iteration 24Q: 3 clusters Score -1.829484e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142102 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -18294840.000000 Penalty: 5891.149902
	Iteration 25Q: 3 clusters Score -1.829484e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142133 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -18294860.000000 Penalty: 5891.149902
	Iteration 26Q: 3 clusters Score -1.829486e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142158 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -18294864.000000 Penalty: 5891.149902
	Iteration 27Q: 3 clusters Score -1.829486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142177 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -18294864.000000 Penalty: 5891.149902
	Iteration 28Q: 3 clusters Score -1.829486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142195 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -18294858.000000 Penalty: 5891.149902
	Iteration 29Q: 3 clusters Score -1.829486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142214 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -18294878.000000 Penalty: 5891.149902
	Iteration 30Q: 3 clusters Score -1.829488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142226 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -18294894.000000 Penalty: 5891.149902
	Iteration 31Q: 3 clusters Score -1.829489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142234 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -18294900.000000 Penalty: 5891.149902
	Iteration 32Q: 3 clusters Score -1.82949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142249 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -18294898.000000 Penalty: 5891.149902
	Iteration 33Q: 3 clusters Score -1.82949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142264 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -18294890.000000 Penalty: 5891.149902
	Iteration 34Q: 3 clusters Score -1.829489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142278 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -18294894.000000 Penalty: 5891.149902
	Iteration 35Q: 3 clusters Score -1.829489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142290 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -18294900.000000 Penalty: 5891.149902
	Iteration 36Q: 3 clusters Score -1.82949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142302 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -18294896.000000 Penalty: 5891.149902
	Iteration 37Q: 3 clusters Score -1.82949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142316 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -18294900.000000 Penalty: 5891.149902
	Iteration 38Q: 3 clusters Score -1.82949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142328 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -18294912.000000 Penalty: 5891.149902
	Iteration 39Q: 3 clusters Score -1.829491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142333 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -18294908.000000 Penalty: 5891.149902
	Iteration 40F: 3 clusters Score -1.829491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142336 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -18294916.000000 Penalty: 5891.149902
	Iteration 41Q: 3 clusters Score -1.829492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142339 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -18294916.000000 Penalty: 5891.149902
	Iteration 42Q: 3 clusters Score -1.829492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142350 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -18294942.000000 Penalty: 5891.149902
	Iteration 43Q: 3 clusters Score -1.829494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142356 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -18294932.000000 Penalty: 5891.149902
	Iteration 44Q: 3 clusters Score -1.829493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142362 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -18294926.000000 Penalty: 5891.149902
	Iteration 45Q: 3 clusters Score -1.829493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142367 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -18294950.000000 Penalty: 5891.149902
	Iteration 46Q: 3 clusters Score -1.829495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142369 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -18294944.000000 Penalty: 5891.149902
	Iteration 47Q: 3 clusters Score -1.829494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142371 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -18294944.000000 Penalty: 5891.149902
	Iteration 48Q: 3 clusters Score -1.829494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142374 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -18294946.000000 Penalty: 5891.149902
	Iteration 49Q: 3 clusters Score -1.829495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142376 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -18294936.000000 Penalty: 5891.149902
	Iteration 50Q: 3 clusters Score -1.829494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142378 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -18294942.000000 Penalty: 5891.149902
	Iteration 51Q: 3 clusters Score -1.829494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142379 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -18294942.000000 Penalty: 5891.149902
	Iteration 52Q: 3 clusters Score -1.829494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142379 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -18294942.000000 Penalty: 5891.149902
	Iteration 53F: 3 clusters Score -1.829494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Entering Unmasked Estep 
Score: -509136.187500 Penalty: 2064.074219
	Iteration 0F: 2 clusters Score -509136.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -505178.281250 Penalty: 4128.148438
	Iteration 0F: 3 clusters Score -505178.3 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -506058.062500 Penalty: 4128.148438
	Iteration 1F: 3 clusters Score -506058.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -506267.406250 Penalty: 4128.148438
	Iteration 2F: 3 clusters Score -506267.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -506406.437500 Penalty: 4128.148438
	Iteration 3F: 3 clusters Score -506406.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -506522.468750 Penalty: 4128.148438
	Iteration 4Q: 3 clusters Score -506522.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -506623.843750 Penalty: 4128.148438
	Iteration 5Q: 3 clusters Score -506623.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -506728.500000 Penalty: 4128.148438
	Iteration 6Q: 3 clusters Score -506728.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -506855.437500 Penalty: 4128.148438
	Iteration 7Q: 3 clusters Score -506855.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -506997.718750 Penalty: 4128.148438
	Iteration 8Q: 3 clusters Score -506997.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -507193.468750 Penalty: 4128.148438
	Iteration 9Q: 3 clusters Score -507193.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -507446.062500 Penalty: 4128.148438
	Iteration 10Q: 3 clusters Score -507446.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -507789.000000 Penalty: 4128.148438
	Iteration 11F: 3 clusters Score -507789 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -508149.031250 Penalty: 4128.148438
	Iteration 12F: 3 clusters Score -508149 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -508452.593750 Penalty: 4128.148438
	Iteration 13F: 3 clusters Score -508452.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -508615.437500 Penalty: 4128.148438
	Iteration 14Q: 3 clusters Score -508615.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -508712.562500 Penalty: 4128.148438
	Iteration 15Q: 3 clusters Score -508712.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -508760.437500 Penalty: 4128.148438
	Iteration 16Q: 3 clusters Score -508760.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -508779.343750 Penalty: 4128.148438
	Iteration 17Q: 3 clusters Score -508779.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -508785.812500 Penalty: 4128.148438
	Iteration 18Q: 3 clusters Score -508785.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -508788.031250 Penalty: 4128.148438
	Iteration 19Q: 3 clusters Score -508788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -508791.593750 Penalty: 4128.148438
	Iteration 20F: 3 clusters Score -508791.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -508796.656250 Penalty: 4128.148438
	Iteration 21Q: 3 clusters Score -508796.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -508803.781250 Penalty: 4128.148438
	Iteration 22Q: 3 clusters Score -508803.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -508805.687500 Penalty: 4128.148438
	Iteration 23Q: 3 clusters Score -508805.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -508808.906250 Penalty: 4128.148438
	Iteration 24Q: 3 clusters Score -508808.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -508811.531250 Penalty: 4128.148438
	Iteration 25Q: 3 clusters Score -508811.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -508813.156250 Penalty: 4128.148438
	Iteration 26Q: 3 clusters Score -508813.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -508813.656250 Penalty: 4128.148438
	Iteration 27Q: 3 clusters Score -508813.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -508814.250000 Penalty: 4128.148438
	Iteration 28Q: 3 clusters Score -508814.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -508815.562500 Penalty: 4128.148438
	Iteration 29Q: 3 clusters Score -508815.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -508815.562500 Penalty: 4128.148438
	Iteration 30F: 3 clusters Score -508815.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (146787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146787 members 
Entering Unmasked Estep 
Score: -18913478.000000 Penalty: 2950.391113
	Iteration 0F: 2 clusters Score -1.891348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73649 members 
Mstep: Class 2 contains 73138 members 
Entering Unmasked Estep 
Score: -18819388.000000 Penalty: 5900.782227
	Iteration 0F: 3 clusters Score -1.881939e+07 nChanged 70128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -18860696.000000 Penalty: 5900.782227
	Iteration 1F: 3 clusters Score -1.88607e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -18861964.000000 Penalty: 5900.782227
	Iteration 2Q: 3 clusters Score -1.886196e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82524 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
Score: -18863566.000000 Penalty: 5900.782227
	Iteration 3Q: 3 clusters Score -1.886357e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86870 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -18866340.000000 Penalty: 5900.782227
	Iteration 4Q: 3 clusters Score -1.886634e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92555 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -18870774.000000 Penalty: 5900.782227
	Iteration 5F: 3 clusters Score -1.887077e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99150 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -18877050.000000 Penalty: 5900.782227
	Iteration 6F: 3 clusters Score -1.887705e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -18884404.000000 Penalty: 5900.782227
	Iteration 7F: 3 clusters Score -1.88844e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109607 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -18890594.000000 Penalty: 5900.782227
	Iteration 8F: 3 clusters Score -1.889059e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111917 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -18893646.000000 Penalty: 5900.782227
	Iteration 9Q: 3 clusters Score -1.889365e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113485 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -18895106.000000 Penalty: 5900.782227
	Iteration 10Q: 3 clusters Score -1.889511e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114827 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -18895606.000000 Penalty: 5900.782227
	Iteration 11Q: 3 clusters Score -1.889561e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116162 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -18896110.000000 Penalty: 5900.782227
	Iteration 12Q: 3 clusters Score -1.889611e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -18896562.000000 Penalty: 5900.782227
	Iteration 13Q: 3 clusters Score -1.889656e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118640 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -18897022.000000 Penalty: 5900.782227
	Iteration 14Q: 3 clusters Score -1.889702e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119857 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -18897474.000000 Penalty: 5900.782227
	Iteration 15Q: 3 clusters Score -1.889747e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121063 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -18897954.000000 Penalty: 5900.782227
	Iteration 16Q: 3 clusters Score -1.889795e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122143 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -18898358.000000 Penalty: 5900.782227
	Iteration 17Q: 3 clusters Score -1.889836e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123218 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -18898726.000000 Penalty: 5900.782227
	Iteration 18Q: 3 clusters Score -1.889873e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124290 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -18899094.000000 Penalty: 5900.782227
	Iteration 19Q: 3 clusters Score -1.889909e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125354 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -18899542.000000 Penalty: 5900.782227
	Iteration 20F: 3 clusters Score -1.889954e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126438 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -18900014.000000 Penalty: 5900.782227
	Iteration 21Q: 3 clusters Score -1.890001e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127593 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -18900426.000000 Penalty: 5900.782227
	Iteration 22Q: 3 clusters Score -1.890043e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128727 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -18900954.000000 Penalty: 5900.782227
	Iteration 23Q: 3 clusters Score -1.890095e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129853 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -18901490.000000 Penalty: 5900.782227
	Iteration 24Q: 3 clusters Score -1.890149e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130943 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -18901984.000000 Penalty: 5900.782227
	Iteration 25Q: 3 clusters Score -1.890198e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132027 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -18902440.000000 Penalty: 5900.782227
	Iteration 26Q: 3 clusters Score -1.890244e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133110 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -18902958.000000 Penalty: 5900.782227
	Iteration 27Q: 3 clusters Score -1.890296e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134187 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -18903464.000000 Penalty: 5900.782227
	Iteration 28Q: 3 clusters Score -1.890346e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135244 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -18903944.000000 Penalty: 5900.782227
	Iteration 29Q: 3 clusters Score -1.890394e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136321 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -18904600.000000 Penalty: 5900.782227
	Iteration 30Q: 3 clusters Score -1.89046e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137356 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -18905284.000000 Penalty: 5900.782227
	Iteration 31Q: 3 clusters Score -1.890528e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138428 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -18905966.000000 Penalty: 5900.782227
	Iteration 32Q: 3 clusters Score -1.890597e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139425 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -18906624.000000 Penalty: 5900.782227
	Iteration 33Q: 3 clusters Score -1.890662e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140359 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -18907164.000000 Penalty: 5900.782227
	Iteration 34Q: 3 clusters Score -1.890716e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141249 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -18907634.000000 Penalty: 5900.782227
	Iteration 35Q: 3 clusters Score -1.890763e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142058 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -18908162.000000 Penalty: 5900.782227
	Iteration 36Q: 3 clusters Score -1.890816e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142772 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -18908552.000000 Penalty: 5900.782227
	Iteration 37Q: 3 clusters Score -1.890855e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143366 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -18908810.000000 Penalty: 5900.782227
	Iteration 38Q: 3 clusters Score -1.890881e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143854 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -18909090.000000 Penalty: 5900.782227
	Iteration 39Q: 3 clusters Score -1.890909e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144265 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -18909418.000000 Penalty: 5900.782227
	Iteration 40F: 3 clusters Score -1.890942e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144627 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -18909622.000000 Penalty: 5900.782227
	Iteration 41Q: 3 clusters Score -1.890962e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144888 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -18909836.000000 Penalty: 5900.782227
	Iteration 42Q: 3 clusters Score -1.890984e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145094 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -18909990.000000 Penalty: 5900.782227
	Iteration 43Q: 3 clusters Score -1.890999e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145238 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -18910066.000000 Penalty: 5900.782227
	Iteration 44Q: 3 clusters Score -1.891007e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145354 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -18910166.000000 Penalty: 5900.782227
	Iteration 45Q: 3 clusters Score -1.891017e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145460 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -18910228.000000 Penalty: 5900.782227
	Iteration 46Q: 3 clusters Score -1.891023e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145540 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -18910278.000000 Penalty: 5900.782227
	Iteration 47Q: 3 clusters Score -1.891028e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145605 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -18910350.000000 Penalty: 5900.782227
	Iteration 48Q: 3 clusters Score -1.891035e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145661 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -18910410.000000 Penalty: 5900.782227
	Iteration 49Q: 3 clusters Score -1.891041e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145700 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -18910450.000000 Penalty: 5900.782227
	Iteration 50Q: 3 clusters Score -1.891045e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145738 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -18910472.000000 Penalty: 5900.782227
	Iteration 51Q: 3 clusters Score -1.891047e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145766 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -18910490.000000 Penalty: 5900.782227
	Iteration 52Q: 3 clusters Score -1.891049e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145795 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -18910526.000000 Penalty: 5900.782227
	Iteration 53Q: 3 clusters Score -1.891053e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145818 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -18910538.000000 Penalty: 5900.782227
	Iteration 54Q: 3 clusters Score -1.891054e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145841 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -18910554.000000 Penalty: 5900.782227
	Iteration 55Q: 3 clusters Score -1.891055e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145865 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -18910584.000000 Penalty: 5900.782227
	Iteration 56Q: 3 clusters Score -1.891058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145883 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -18910604.000000 Penalty: 5900.782227
	Iteration 57Q: 3 clusters Score -1.89106e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145906 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -18910608.000000 Penalty: 5900.782227
	Iteration 58Q: 3 clusters Score -1.891061e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145929 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -18910622.000000 Penalty: 5900.782227
	Iteration 59Q: 3 clusters Score -1.891062e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145947 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -18910650.000000 Penalty: 5900.782227
	Iteration 60F: 3 clusters Score -1.891065e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145963 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -18910680.000000 Penalty: 5900.782227
	Iteration 61Q: 3 clusters Score -1.891068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145972 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -18910684.000000 Penalty: 5900.782227
	Iteration 62Q: 3 clusters Score -1.891068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145978 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -18910694.000000 Penalty: 5900.782227
	Iteration 63Q: 3 clusters Score -1.891069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145984 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -18910710.000000 Penalty: 5900.782227
	Iteration 64Q: 3 clusters Score -1.891071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145987 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -18910714.000000 Penalty: 5900.782227
	Iteration 65Q: 3 clusters Score -1.891071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145995 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -18910716.000000 Penalty: 5900.782227
	Iteration 66Q: 3 clusters Score -1.891072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145995 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -18910712.000000 Penalty: 5900.782227
	Iteration 67Q: 3 clusters Score -1.891071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146000 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -18910716.000000 Penalty: 5900.782227
	Iteration 68Q: 3 clusters Score -1.891072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146006 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -18910718.000000 Penalty: 5900.782227
	Iteration 69Q: 3 clusters Score -1.891072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146007 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -18910720.000000 Penalty: 5900.782227
	Iteration 70Q: 3 clusters Score -1.891072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146009 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -18910716.000000 Penalty: 5900.782227
	Iteration 71Q: 3 clusters Score -1.891072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146010 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -18910732.000000 Penalty: 5900.782227
	Iteration 72Q: 3 clusters Score -1.891073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146010 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -18910732.000000 Penalty: 5900.782227
	Iteration 73F: 3 clusters Score -1.891073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Entering Unmasked Estep 
Score: -940045.875000 Penalty: 2222.482422
	Iteration 0F: 2 clusters Score -940045.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -933814.937500 Penalty: 4444.964844
	Iteration 0F: 3 clusters Score -933814.9 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -935995.750000 Penalty: 4444.964844
	Iteration 1F: 3 clusters Score -935995.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -936717.312500 Penalty: 4444.964844
	Iteration 2F: 3 clusters Score -936717.3 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -937292.375000 Penalty: 4444.964844
	Iteration 3F: 3 clusters Score -937292.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -937742.750000 Penalty: 4444.964844
	Iteration 4F: 3 clusters Score -937742.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -938121.750000 Penalty: 4444.964844
	Iteration 5F: 3 clusters Score -938121.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -938359.500000 Penalty: 4444.964844
	Iteration 6Q: 3 clusters Score -938359.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -938514.125000 Penalty: 4444.964844
	Iteration 7Q: 3 clusters Score -938514.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -938602.250000 Penalty: 4444.964844
	Iteration 8Q: 3 clusters Score -938602.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -938662.875000 Penalty: 4444.964844
	Iteration 9Q: 3 clusters Score -938662.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -938708.437500 Penalty: 4444.964844
	Iteration 10Q: 3 clusters Score -938708.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -938741.687500 Penalty: 4444.964844
	Iteration 11Q: 3 clusters Score -938741.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -938761.125000 Penalty: 4444.964844
	Iteration 12Q: 3 clusters Score -938761.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -938785.750000 Penalty: 4444.964844
	Iteration 13Q: 3 clusters Score -938785.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -938802.750000 Penalty: 4444.964844
	Iteration 14Q: 3 clusters Score -938802.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -938818.937500 Penalty: 4444.964844
	Iteration 15Q: 3 clusters Score -938818.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -938833.187500 Penalty: 4444.964844
	Iteration 16Q: 3 clusters Score -938833.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -938846.312500 Penalty: 4444.964844
	Iteration 17Q: 3 clusters Score -938846.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -938854.562500 Penalty: 4444.964844
	Iteration 18Q: 3 clusters Score -938854.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -938863.312500 Penalty: 4444.964844
	Iteration 19Q: 3 clusters Score -938863.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -938880.500000 Penalty: 4444.964844
	Iteration 20F: 3 clusters Score -938880.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -938898.750000 Penalty: 4444.964844
	Iteration 21Q: 3 clusters Score -938898.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -938911.937500 Penalty: 4444.964844
	Iteration 22Q: 3 clusters Score -938911.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -938923.062500 Penalty: 4444.964844
	Iteration 23Q: 3 clusters Score -938923.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -938935.125000 Penalty: 4444.964844
	Iteration 24Q: 3 clusters Score -938935.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -938945.625000 Penalty: 4444.964844
	Iteration 25Q: 3 clusters Score -938945.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -938956.187500 Penalty: 4444.964844
	Iteration 26Q: 3 clusters Score -938956.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -938966.625000 Penalty: 4444.964844
	Iteration 27Q: 3 clusters Score -938966.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -938968.062500 Penalty: 4444.964844
	Iteration 28Q: 3 clusters Score -938968.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -938973.062500 Penalty: 4444.964844
	Iteration 29Q: 3 clusters Score -938973.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -938972.812500 Penalty: 4444.964844
	Iteration 30Q: 3 clusters Score -938972.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -938976.062500 Penalty: 4444.964844
	Iteration 31Q: 3 clusters Score -938976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -938978.062500 Penalty: 4444.964844
	Iteration 32Q: 3 clusters Score -938978.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -938979.875000 Penalty: 4444.964844
	Iteration 33Q: 3 clusters Score -938979.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -938980.812500 Penalty: 4444.964844
	Iteration 34Q: 3 clusters Score -938980.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -938980.625000 Penalty: 4444.964844
	Iteration 35Q: 3 clusters Score -938980.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -938981.375000 Penalty: 4444.964844
	Iteration 36Q: 3 clusters Score -938981.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -938982.375000 Penalty: 4444.964844
	Iteration 37Q: 3 clusters Score -938982.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -938986.312500 Penalty: 4444.964844
	Iteration 38Q: 3 clusters Score -938986.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -938987.812500 Penalty: 4444.964844
	Iteration 39Q: 3 clusters Score -938987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -938987.875000 Penalty: 4444.964844
	Iteration 40F: 3 clusters Score -938987.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -938987.375000 Penalty: 4444.964844
	Iteration 41Q: 3 clusters Score -938987.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -938990.812500 Penalty: 4444.964844
	Iteration 42Q: 3 clusters Score -938990.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -938994.187500 Penalty: 4444.964844
	Iteration 43Q: 3 clusters Score -938994.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -938995.062500 Penalty: 4444.964844
	Iteration 44Q: 3 clusters Score -938995.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -938996.125000 Penalty: 4444.964844
	Iteration 45Q: 3 clusters Score -938996.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -938995.750000 Penalty: 4444.964844
	Iteration 46Q: 3 clusters Score -938995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -938997.312500 Penalty: 4444.964844
	Iteration 47Q: 3 clusters Score -938997.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -939000.687500 Penalty: 4444.964844
	Iteration 48Q: 3 clusters Score -939000.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -939000.312500 Penalty: 4444.964844
	Iteration 49Q: 3 clusters Score -939000.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -938999.875000 Penalty: 4444.964844
	Iteration 50Q: 3 clusters Score -938999.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -938999.625000 Penalty: 4444.964844
	Iteration 51Q: 3 clusters Score -938999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -939000.625000 Penalty: 4444.964844
	Iteration 52Q: 3 clusters Score -939000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -939000.625000 Penalty: 4444.964844
	Iteration 53Q: 3 clusters Score -939000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -938999.500000 Penalty: 4444.964844
	Iteration 54Q: 3 clusters Score -938999.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -939000.250000 Penalty: 4444.964844
	Iteration 55Q: 3 clusters Score -939000.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -939000.250000 Penalty: 4444.964844
	Iteration 56F: 3 clusters Score -939000.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (120668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120668 members 
Entering Unmasked Estep 
Score: -15602561.000000 Penalty: 2901.797852
	Iteration 0F: 2 clusters Score -1.560256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -15522556.000000 Penalty: 5803.595703
	Iteration 0F: 3 clusters Score -1.552256e+07 nChanged 57253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 59947 members 
Entering Unmasked Estep 
Score: -15555107.000000 Penalty: 5803.595703
	Iteration 1F: 3 clusters Score -1.555511e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60930 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -15555742.000000 Penalty: 5803.595703
	Iteration 2Q: 3 clusters Score -1.555574e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -15556339.000000 Penalty: 5803.595703
	Iteration 3Q: 3 clusters Score -1.555634e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61587 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -15556756.000000 Penalty: 5803.595703
	Iteration 4Q: 3 clusters Score -1.555676e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -15557337.000000 Penalty: 5803.595703
	Iteration 5Q: 3 clusters Score -1.555734e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -15557978.000000 Penalty: 5803.595703
	Iteration 6Q: 3 clusters Score -1.555798e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63769 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -15558557.000000 Penalty: 5803.595703
	Iteration 7Q: 3 clusters Score -1.555856e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -15559238.000000 Penalty: 5803.595703
	Iteration 8Q: 3 clusters Score -1.555924e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66997 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -15560229.000000 Penalty: 5803.595703
	Iteration 9Q: 3 clusters Score -1.556023e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69574 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -15561462.000000 Penalty: 5803.595703
	Iteration 10Q: 3 clusters Score -1.556146e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -15563430.000000 Penalty: 5803.595703
	Iteration 11Q: 3 clusters Score -1.556343e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -15566405.000000 Penalty: 5803.595703
	Iteration 12Q: 3 clusters Score -1.55664e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82464 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -15570579.000000 Penalty: 5803.595703
	Iteration 13F: 3 clusters Score -1.557058e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87977 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -15576195.000000 Penalty: 5803.595703
	Iteration 14F: 3 clusters Score -1.55762e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92637 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -15582038.000000 Penalty: 5803.595703
	Iteration 15F: 3 clusters Score -1.558204e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95644 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -15586811.000000 Penalty: 5803.595703
	Iteration 16Q: 3 clusters Score -1.558681e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97234 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -15589336.000000 Penalty: 5803.595703
	Iteration 17Q: 3 clusters Score -1.558934e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98383 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -15590757.000000 Penalty: 5803.595703
	Iteration 18Q: 3 clusters Score -1.559076e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99419 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -15591576.000000 Penalty: 5803.595703
	Iteration 19Q: 3 clusters Score -1.559158e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100349 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -15592254.000000 Penalty: 5803.595703
	Iteration 20F: 3 clusters Score -1.559225e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -15592886.000000 Penalty: 5803.595703
	Iteration 21Q: 3 clusters Score -1.559289e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102249 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -15593419.000000 Penalty: 5803.595703
	Iteration 22Q: 3 clusters Score -1.559342e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103166 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -15593924.000000 Penalty: 5803.595703
	Iteration 23Q: 3 clusters Score -1.559392e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104001 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -15594386.000000 Penalty: 5803.595703
	Iteration 24Q: 3 clusters Score -1.559439e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104859 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -15594785.000000 Penalty: 5803.595703
	Iteration 25Q: 3 clusters Score -1.559478e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105710 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -15595120.000000 Penalty: 5803.595703
	Iteration 26Q: 3 clusters Score -1.559512e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106474 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -15595541.000000 Penalty: 5803.595703
	Iteration 27Q: 3 clusters Score -1.559554e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107219 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -15595874.000000 Penalty: 5803.595703
	Iteration 28Q: 3 clusters Score -1.559587e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107980 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -15596196.000000 Penalty: 5803.595703
	Iteration 29Q: 3 clusters Score -1.55962e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108668 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -15596505.000000 Penalty: 5803.595703
	Iteration 30Q: 3 clusters Score -1.55965e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109293 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -15596764.000000 Penalty: 5803.595703
	Iteration 31Q: 3 clusters Score -1.559676e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109887 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -15597009.000000 Penalty: 5803.595703
	Iteration 32Q: 3 clusters Score -1.559701e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110495 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -15597234.000000 Penalty: 5803.595703
	Iteration 33Q: 3 clusters Score -1.559723e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -15597422.000000 Penalty: 5803.595703
	Iteration 34Q: 3 clusters Score -1.559742e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111593 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -15597587.000000 Penalty: 5803.595703
	Iteration 35Q: 3 clusters Score -1.559759e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112072 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -15597737.000000 Penalty: 5803.595703
	Iteration 36Q: 3 clusters Score -1.559774e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112544 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -15597920.000000 Penalty: 5803.595703
	Iteration 37Q: 3 clusters Score -1.559792e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112944 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -15598062.000000 Penalty: 5803.595703
	Iteration 38Q: 3 clusters Score -1.559806e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113334 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -15598267.000000 Penalty: 5803.595703
	Iteration 39Q: 3 clusters Score -1.559827e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113687 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -15598374.000000 Penalty: 5803.595703
	Iteration 40F: 3 clusters Score -1.559837e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113997 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -15598471.000000 Penalty: 5803.595703
	Iteration 41Q: 3 clusters Score -1.559847e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114279 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -15598564.000000 Penalty: 5803.595703
	Iteration 42Q: 3 clusters Score -1.559856e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114542 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -15598592.000000 Penalty: 5803.595703
	Iteration 43Q: 3 clusters Score -1.559859e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114798 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -15598636.000000 Penalty: 5803.595703
	Iteration 44Q: 3 clusters Score -1.559864e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115019 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -15598710.000000 Penalty: 5803.595703
	Iteration 45Q: 3 clusters Score -1.559871e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115240 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -15598784.000000 Penalty: 5803.595703
	Iteration 46Q: 3 clusters Score -1.559878e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115480 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -15598893.000000 Penalty: 5803.595703
	Iteration 47Q: 3 clusters Score -1.559889e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115706 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -15598965.000000 Penalty: 5803.595703
	Iteration 48Q: 3 clusters Score -1.559896e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115929 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -15599033.000000 Penalty: 5803.595703
	Iteration 49Q: 3 clusters Score -1.559903e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116119 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -15599097.000000 Penalty: 5803.595703
	Iteration 50Q: 3 clusters Score -1.55991e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116314 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -15599120.000000 Penalty: 5803.595703
	Iteration 51Q: 3 clusters Score -1.559912e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116493 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -15599152.000000 Penalty: 5803.595703
	Iteration 52Q: 3 clusters Score -1.559915e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116649 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -15599204.000000 Penalty: 5803.595703
	Iteration 53Q: 3 clusters Score -1.55992e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116786 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -15599298.000000 Penalty: 5803.595703
	Iteration 54Q: 3 clusters Score -1.55993e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116925 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -15599306.000000 Penalty: 5803.595703
	Iteration 55Q: 3 clusters Score -1.559931e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117053 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -15599353.000000 Penalty: 5803.595703
	Iteration 56Q: 3 clusters Score -1.559935e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117180 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -15599363.000000 Penalty: 5803.595703
	Iteration 57Q: 3 clusters Score -1.559936e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117287 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -15599366.000000 Penalty: 5803.595703
	Iteration 58Q: 3 clusters Score -1.559937e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117390 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -15599411.000000 Penalty: 5803.595703
	Iteration 59Q: 3 clusters Score -1.559941e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117493 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -15599432.000000 Penalty: 5803.595703
	Iteration 60F: 3 clusters Score -1.559943e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117592 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -15599473.000000 Penalty: 5803.595703
	Iteration 61Q: 3 clusters Score -1.559947e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117679 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -15599528.000000 Penalty: 5803.595703
	Iteration 62Q: 3 clusters Score -1.559953e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117749 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -15599547.000000 Penalty: 5803.595703
	Iteration 63Q: 3 clusters Score -1.559955e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117806 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -15599573.000000 Penalty: 5803.595703
	Iteration 64Q: 3 clusters Score -1.559957e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117853 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -15599601.000000 Penalty: 5803.595703
	Iteration 65Q: 3 clusters Score -1.55996e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117893 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -15599628.000000 Penalty: 5803.595703
	Iteration 66Q: 3 clusters Score -1.559963e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117943 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -15599643.000000 Penalty: 5803.595703
	Iteration 67Q: 3 clusters Score -1.559964e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118000 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -15599661.000000 Penalty: 5803.595703
	Iteration 68Q: 3 clusters Score -1.559966e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118068 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -15599657.000000 Penalty: 5803.595703
	Iteration 69Q: 3 clusters Score -1.559966e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118149 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -15599693.000000 Penalty: 5803.595703
	Iteration 70Q: 3 clusters Score -1.559969e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118212 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -15599723.000000 Penalty: 5803.595703
	Iteration 71Q: 3 clusters Score -1.559972e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118272 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -15599763.000000 Penalty: 5803.595703
	Iteration 72Q: 3 clusters Score -1.559976e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118320 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -15599794.000000 Penalty: 5803.595703
	Iteration 73Q: 3 clusters Score -1.559979e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118382 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -15599808.000000 Penalty: 5803.595703
	Iteration 74Q: 3 clusters Score -1.559981e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118426 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -15599815.000000 Penalty: 5803.595703
	Iteration 75Q: 3 clusters Score -1.559982e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118475 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -15599808.000000 Penalty: 5803.595703
	Iteration 76Q: 3 clusters Score -1.559981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118518 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -15599836.000000 Penalty: 5803.595703
	Iteration 77Q: 3 clusters Score -1.559984e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118556 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -15599830.000000 Penalty: 5803.595703
	Iteration 78Q: 3 clusters Score -1.559983e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118590 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -15599843.000000 Penalty: 5803.595703
	Iteration 79Q: 3 clusters Score -1.559984e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118622 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -15599844.000000 Penalty: 5803.595703
	Iteration 80F: 3 clusters Score -1.559984e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118655 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -15599845.000000 Penalty: 5803.595703
	Iteration 81Q: 3 clusters Score -1.559984e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118683 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -15599846.000000 Penalty: 5803.595703
	Iteration 82Q: 3 clusters Score -1.559985e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118701 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -15599884.000000 Penalty: 5803.595703
	Iteration 83Q: 3 clusters Score -1.559988e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118717 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -15599886.000000 Penalty: 5803.595703
	Iteration 84Q: 3 clusters Score -1.559989e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118735 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -15599902.000000 Penalty: 5803.595703
	Iteration 85Q: 3 clusters Score -1.55999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118754 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -15599903.000000 Penalty: 5803.595703
	Iteration 86Q: 3 clusters Score -1.55999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118773 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -15599905.000000 Penalty: 5803.595703
	Iteration 87Q: 3 clusters Score -1.55999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -15599923.000000 Penalty: 5803.595703
	Iteration 88Q: 3 clusters Score -1.559992e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118808 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -15599930.000000 Penalty: 5803.595703
	Iteration 89Q: 3 clusters Score -1.559993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118825 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -15599936.000000 Penalty: 5803.595703
	Iteration 90Q: 3 clusters Score -1.559994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118839 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -15599920.000000 Penalty: 5803.595703
	Iteration 91Q: 3 clusters Score -1.559992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118851 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -15599927.000000 Penalty: 5803.595703
	Iteration 92Q: 3 clusters Score -1.559993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118860 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -15599933.000000 Penalty: 5803.595703
	Iteration 93Q: 3 clusters Score -1.559993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118867 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -15599927.000000 Penalty: 5803.595703
	Iteration 94Q: 3 clusters Score -1.559993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118878 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -15599929.000000 Penalty: 5803.595703
	Iteration 95Q: 3 clusters Score -1.559993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118886 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -15599928.000000 Penalty: 5803.595703
	Iteration 96Q: 3 clusters Score -1.559993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118901 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -15599931.000000 Penalty: 5803.595703
	Iteration 97Q: 3 clusters Score -1.559993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118912 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -15599949.000000 Penalty: 5803.595703
	Iteration 98Q: 3 clusters Score -1.559995e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118935 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -15599960.000000 Penalty: 5803.595703
	Iteration 99Q: 3 clusters Score -1.559996e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118961 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -15599970.000000 Penalty: 5803.595703
	Iteration 100F: 3 clusters Score -1.559997e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118984 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -15599982.000000 Penalty: 5803.595703
	Iteration 101Q: 3 clusters Score -1.559998e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119002 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -15599988.000000 Penalty: 5803.595703
	Iteration 102Q: 3 clusters Score -1.559999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119026 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -15599989.000000 Penalty: 5803.595703
	Iteration 103Q: 3 clusters Score -1.559999e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119055 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -15599992.000000 Penalty: 5803.595703
	Iteration 104Q: 3 clusters Score -1.559999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119074 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -15599991.000000 Penalty: 5803.595703
	Iteration 105Q: 3 clusters Score -1.559999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119091 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -15600014.000000 Penalty: 5803.595703
	Iteration 106Q: 3 clusters Score -1.560001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119104 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -15600022.000000 Penalty: 5803.595703
	Iteration 107Q: 3 clusters Score -1.560002e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119126 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -15600018.000000 Penalty: 5803.595703
	Iteration 108Q: 3 clusters Score -1.560002e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119143 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -15600030.000000 Penalty: 5803.595703
	Iteration 109Q: 3 clusters Score -1.560003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119152 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -15600035.000000 Penalty: 5803.595703
	Iteration 110Q: 3 clusters Score -1.560004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119157 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -15600045.000000 Penalty: 5803.595703
	Iteration 111Q: 3 clusters Score -1.560004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119164 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -15600044.000000 Penalty: 5803.595703
	Iteration 112Q: 3 clusters Score -1.560004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119169 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -15600049.000000 Penalty: 5803.595703
	Iteration 113Q: 3 clusters Score -1.560005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119172 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -15600038.000000 Penalty: 5803.595703
	Iteration 114Q: 3 clusters Score -1.560004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119178 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -15600043.000000 Penalty: 5803.595703
	Iteration 115Q: 3 clusters Score -1.560004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119182 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -15600043.000000 Penalty: 5803.595703
	Iteration 116Q: 3 clusters Score -1.560004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119187 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -15600051.000000 Penalty: 5803.595703
	Iteration 117Q: 3 clusters Score -1.560005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119193 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -15600061.000000 Penalty: 5803.595703
	Iteration 118Q: 3 clusters Score -1.560006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119204 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -15600060.000000 Penalty: 5803.595703
	Iteration 119Q: 3 clusters Score -1.560006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119214 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -15600059.000000 Penalty: 5803.595703
	Iteration 120F: 3 clusters Score -1.560006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119220 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -15600075.000000 Penalty: 5803.595703
	Iteration 121Q: 3 clusters Score -1.560008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119226 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -15600072.000000 Penalty: 5803.595703
	Iteration 122Q: 3 clusters Score -1.560007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119232 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -15600082.000000 Penalty: 5803.595703
	Iteration 123Q: 3 clusters Score -1.560008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119240 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -15600091.000000 Penalty: 5803.595703
	Iteration 124Q: 3 clusters Score -1.560009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119248 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -15600101.000000 Penalty: 5803.595703
	Iteration 125Q: 3 clusters Score -1.56001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119256 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -15600097.000000 Penalty: 5803.595703
	Iteration 126Q: 3 clusters Score -1.56001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119266 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -15600087.000000 Penalty: 5803.595703
	Iteration 127Q: 3 clusters Score -1.560009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119276 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -15600097.000000 Penalty: 5803.595703
	Iteration 128Q: 3 clusters Score -1.56001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119283 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -15600115.000000 Penalty: 5803.595703
	Iteration 129Q: 3 clusters Score -1.560012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119288 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -15600124.000000 Penalty: 5803.595703
	Iteration 130Q: 3 clusters Score -1.560012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119299 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -15600128.000000 Penalty: 5803.595703
	Iteration 131Q: 3 clusters Score -1.560013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119306 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -15600128.000000 Penalty: 5803.595703
	Iteration 132Q: 3 clusters Score -1.560013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119317 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -15600131.000000 Penalty: 5803.595703
	Iteration 133Q: 3 clusters Score -1.560013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119330 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -15600133.000000 Penalty: 5803.595703
	Iteration 134Q: 3 clusters Score -1.560013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119341 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -15600122.000000 Penalty: 5803.595703
	Iteration 135Q: 3 clusters Score -1.560012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119344 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -15600122.000000 Penalty: 5803.595703
	Iteration 136Q: 3 clusters Score -1.560012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119347 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -15600127.000000 Penalty: 5803.595703
	Iteration 137Q: 3 clusters Score -1.560013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119350 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -15600120.000000 Penalty: 5803.595703
	Iteration 138Q: 3 clusters Score -1.560012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119353 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -15600122.000000 Penalty: 5803.595703
	Iteration 139Q: 3 clusters Score -1.560012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119358 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -15600122.000000 Penalty: 5803.595703
	Iteration 140F: 3 clusters Score -1.560012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119365 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -15600126.000000 Penalty: 5803.595703
	Iteration 141Q: 3 clusters Score -1.560013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119371 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -15600116.000000 Penalty: 5803.595703
	Iteration 142Q: 3 clusters Score -1.560012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119374 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -15600122.000000 Penalty: 5803.595703
	Iteration 143Q: 3 clusters Score -1.560012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119374 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -15600123.000000 Penalty: 5803.595703
	Iteration 144Q: 3 clusters Score -1.560012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119378 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -15600129.000000 Penalty: 5803.595703
	Iteration 145Q: 3 clusters Score -1.560013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119380 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -15600133.000000 Penalty: 5803.595703
	Iteration 146Q: 3 clusters Score -1.560013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119381 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -15600129.000000 Penalty: 5803.595703
	Iteration 147Q: 3 clusters Score -1.560013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119382 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -15600129.000000 Penalty: 5803.595703
	Iteration 148Q: 3 clusters Score -1.560013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119382 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -15600129.000000 Penalty: 5803.595703
	Iteration 149F: 3 clusters Score -1.560013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Entering Unmasked Estep 
Score: -1943282.625000 Penalty: 2386.597412
	Iteration 0F: 2 clusters Score -1943283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1932353.500000 Penalty: 4773.194824
	Iteration 0F: 3 clusters Score -1932354 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1936028.500000 Penalty: 4773.194824
	Iteration 1F: 3 clusters Score -1936028 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1936522.750000 Penalty: 4773.194824
	Iteration 2F: 3 clusters Score -1936523 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1936985.750000 Penalty: 4773.194824
	Iteration 3F: 3 clusters Score -1936986 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1937438.375000 Penalty: 4773.194824
	Iteration 4F: 3 clusters Score -1937438 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1937905.625000 Penalty: 4773.194824
	Iteration 5F: 3 clusters Score -1937906 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1938270.250000 Penalty: 4773.194824
	Iteration 6Q: 3 clusters Score -1938270 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1938600.125000 Penalty: 4773.194824
	Iteration 7Q: 3 clusters Score -1938600 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1938903.500000 Penalty: 4773.194824
	Iteration 8Q: 3 clusters Score -1938904 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1939211.375000 Penalty: 4773.194824
	Iteration 9Q: 3 clusters Score -1939211 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1939487.625000 Penalty: 4773.194824
	Iteration 10Q: 3 clusters Score -1939488 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1939689.125000 Penalty: 4773.194824
	Iteration 11Q: 3 clusters Score -1939689 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1939841.875000 Penalty: 4773.194824
	Iteration 12Q: 3 clusters Score -1939842 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1939939.000000 Penalty: 4773.194824
	Iteration 13Q: 3 clusters Score -1939939 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1940004.750000 Penalty: 4773.194824
	Iteration 14Q: 3 clusters Score -1940005 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1940044.500000 Penalty: 4773.194824
	Iteration 15Q: 3 clusters Score -1940044 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1940079.375000 Penalty: 4773.194824
	Iteration 16Q: 3 clusters Score -1940079 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1940107.375000 Penalty: 4773.194824
	Iteration 17Q: 3 clusters Score -1940107 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1940124.625000 Penalty: 4773.194824
	Iteration 18Q: 3 clusters Score -1940125 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1940142.500000 Penalty: 4773.194824
	Iteration 19Q: 3 clusters Score -1940142 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1940151.125000 Penalty: 4773.194824
	Iteration 20F: 3 clusters Score -1940151 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1940159.750000 Penalty: 4773.194824
	Iteration 21Q: 3 clusters Score -1940160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1940166.875000 Penalty: 4773.194824
	Iteration 22Q: 3 clusters Score -1940167 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1940178.250000 Penalty: 4773.194824
	Iteration 23Q: 3 clusters Score -1940178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1940178.625000 Penalty: 4773.194824
	Iteration 24Q: 3 clusters Score -1940179 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1940190.625000 Penalty: 4773.194824
	Iteration 25Q: 3 clusters Score -1940191 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1940196.375000 Penalty: 4773.194824
	Iteration 26Q: 3 clusters Score -1940196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1940202.875000 Penalty: 4773.194824
	Iteration 27Q: 3 clusters Score -1940203 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1940209.375000 Penalty: 4773.194824
	Iteration 28Q: 3 clusters Score -1940209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1940213.375000 Penalty: 4773.194824
	Iteration 29Q: 3 clusters Score -1940213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1940218.875000 Penalty: 4773.194824
	Iteration 30Q: 3 clusters Score -1940219 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1940232.625000 Penalty: 4773.194824
	Iteration 31Q: 3 clusters Score -1940233 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1940249.875000 Penalty: 4773.194824
	Iteration 32Q: 3 clusters Score -1940250 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1940260.500000 Penalty: 4773.194824
	Iteration 33Q: 3 clusters Score -1940260 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1940265.875000 Penalty: 4773.194824
	Iteration 34Q: 3 clusters Score -1940266 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1940284.125000 Penalty: 4773.194824
	Iteration 35Q: 3 clusters Score -1940284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1940288.500000 Penalty: 4773.194824
	Iteration 36Q: 3 clusters Score -1940288 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1940299.500000 Penalty: 4773.194824
	Iteration 37Q: 3 clusters Score -1940300 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1940308.000000 Penalty: 4773.194824
	Iteration 38Q: 3 clusters Score -1940308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1940322.250000 Penalty: 4773.194824
	Iteration 39Q: 3 clusters Score -1940322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1940333.875000 Penalty: 4773.194824
	Iteration 40F: 3 clusters Score -1940334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1940337.125000 Penalty: 4773.194824
	Iteration 41Q: 3 clusters Score -1940337 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1940350.000000 Penalty: 4773.194824
	Iteration 42Q: 3 clusters Score -1940350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1940356.375000 Penalty: 4773.194824
	Iteration 43Q: 3 clusters Score -1940356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1940359.250000 Penalty: 4773.194824
	Iteration 44Q: 3 clusters Score -1940359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1940367.750000 Penalty: 4773.194824
	Iteration 45Q: 3 clusters Score -1940368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1940375.000000 Penalty: 4773.194824
	Iteration 46Q: 3 clusters Score -1940375 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1940382.000000 Penalty: 4773.194824
	Iteration 47Q: 3 clusters Score -1940382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1940393.625000 Penalty: 4773.194824
	Iteration 48Q: 3 clusters Score -1940394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1940399.125000 Penalty: 4773.194824
	Iteration 49Q: 3 clusters Score -1940399 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1940406.000000 Penalty: 4773.194824
	Iteration 50Q: 3 clusters Score -1940406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1940420.500000 Penalty: 4773.194824
	Iteration 51Q: 3 clusters Score -1940420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1940436.250000 Penalty: 4773.194824
	Iteration 52Q: 3 clusters Score -1940436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1940442.125000 Penalty: 4773.194824
	Iteration 53Q: 3 clusters Score -1940442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1940456.000000 Penalty: 4773.194824
	Iteration 54Q: 3 clusters Score -1940456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1940460.500000 Penalty: 4773.194824
	Iteration 55Q: 3 clusters Score -1940460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1940475.625000 Penalty: 4773.194824
	Iteration 56Q: 3 clusters Score -1940476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1940480.000000 Penalty: 4773.194824
	Iteration 57Q: 3 clusters Score -1940480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1940485.375000 Penalty: 4773.194824
	Iteration 58Q: 3 clusters Score -1940485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1940491.500000 Penalty: 4773.194824
	Iteration 59Q: 3 clusters Score -1940492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1940493.625000 Penalty: 4773.194824
	Iteration 60F: 3 clusters Score -1940494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1940508.500000 Penalty: 4773.194824
	Iteration 61Q: 3 clusters Score -1940508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1940507.500000 Penalty: 4773.194824
	Iteration 62Q: 3 clusters Score -1940508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1940514.125000 Penalty: 4773.194824
	Iteration 63Q: 3 clusters Score -1940514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1940515.875000 Penalty: 4773.194824
	Iteration 64Q: 3 clusters Score -1940516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1940526.125000 Penalty: 4773.194824
	Iteration 65Q: 3 clusters Score -1940526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1940535.750000 Penalty: 4773.194824
	Iteration 66Q: 3 clusters Score -1940536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1940543.625000 Penalty: 4773.194824
	Iteration 67Q: 3 clusters Score -1940544 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1940545.375000 Penalty: 4773.194824
	Iteration 68Q: 3 clusters Score -1940545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1940558.000000 Penalty: 4773.194824
	Iteration 69Q: 3 clusters Score -1940558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1940556.750000 Penalty: 4773.194824
	Iteration 70Q: 3 clusters Score -1940557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1940556.250000 Penalty: 4773.194824
	Iteration 71Q: 3 clusters Score -1940556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1940562.875000 Penalty: 4773.194824
	Iteration 72Q: 3 clusters Score -1940563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1940565.625000 Penalty: 4773.194824
	Iteration 73Q: 3 clusters Score -1940566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1940569.250000 Penalty: 4773.194824
	Iteration 74Q: 3 clusters Score -1940569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1940569.125000 Penalty: 4773.194824
	Iteration 75Q: 3 clusters Score -1940569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1940576.375000 Penalty: 4773.194824
	Iteration 76Q: 3 clusters Score -1940576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1940577.250000 Penalty: 4773.194824
	Iteration 77Q: 3 clusters Score -1940577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1940578.625000 Penalty: 4773.194824
	Iteration 78Q: 3 clusters Score -1940579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1940580.875000 Penalty: 4773.194824
	Iteration 79Q: 3 clusters Score -1940581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1940582.625000 Penalty: 4773.194824
	Iteration 80F: 3 clusters Score -1940583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1940587.625000 Penalty: 4773.194824
	Iteration 81Q: 3 clusters Score -1940588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1940595.000000 Penalty: 4773.194824
	Iteration 82Q: 3 clusters Score -1940595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1940598.250000 Penalty: 4773.194824
	Iteration 83Q: 3 clusters Score -1940598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1940596.625000 Penalty: 4773.194824
	Iteration 84Q: 3 clusters Score -1940597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1940603.500000 Penalty: 4773.194824
	Iteration 85Q: 3 clusters Score -1940604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1940603.750000 Penalty: 4773.194824
	Iteration 86Q: 3 clusters Score -1940604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1940607.250000 Penalty: 4773.194824
	Iteration 87Q: 3 clusters Score -1940607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1940611.750000 Penalty: 4773.194824
	Iteration 88Q: 3 clusters Score -1940612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1940612.500000 Penalty: 4773.194824
	Iteration 89Q: 3 clusters Score -1940612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1940618.625000 Penalty: 4773.194824
	Iteration 90Q: 3 clusters Score -1940619 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1940632.750000 Penalty: 4773.194824
	Iteration 91Q: 3 clusters Score -1940633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1940639.750000 Penalty: 4773.194824
	Iteration 92Q: 3 clusters Score -1940640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1940646.375000 Penalty: 4773.194824
	Iteration 93Q: 3 clusters Score -1940646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1940653.875000 Penalty: 4773.194824
	Iteration 94Q: 3 clusters Score -1940654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1940667.250000 Penalty: 4773.194824
	Iteration 95Q: 3 clusters Score -1940667 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1940685.000000 Penalty: 4773.194824
	Iteration 96Q: 3 clusters Score -1940685 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1940704.500000 Penalty: 4773.194824
	Iteration 97Q: 3 clusters Score -1940704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1940717.625000 Penalty: 4773.194824
	Iteration 98Q: 3 clusters Score -1940718 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1940733.500000 Penalty: 4773.194824
	Iteration 99Q: 3 clusters Score -1940734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1940751.125000 Penalty: 4773.194824
	Iteration 100F: 3 clusters Score -1940751 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1940765.750000 Penalty: 4773.194824
	Iteration 101Q: 3 clusters Score -1940766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1940782.125000 Penalty: 4773.194824
	Iteration 102Q: 3 clusters Score -1940782 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1940809.875000 Penalty: 4773.194824
	Iteration 103Q: 3 clusters Score -1940810 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1940834.625000 Penalty: 4773.194824
	Iteration 104Q: 3 clusters Score -1940835 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1940858.000000 Penalty: 4773.194824
	Iteration 105Q: 3 clusters Score -1940858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1940879.500000 Penalty: 4773.194824
	Iteration 106Q: 3 clusters Score -1940880 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1940892.875000 Penalty: 4773.194824
	Iteration 107Q: 3 clusters Score -1940893 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1940908.750000 Penalty: 4773.194824
	Iteration 108Q: 3 clusters Score -1940909 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1940927.000000 Penalty: 4773.194824
	Iteration 109Q: 3 clusters Score -1940927 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1940940.250000 Penalty: 4773.194824
	Iteration 110Q: 3 clusters Score -1940940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1940953.000000 Penalty: 4773.194824
	Iteration 111Q: 3 clusters Score -1940953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1940968.125000 Penalty: 4773.194824
	Iteration 112Q: 3 clusters Score -1940968 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1940979.625000 Penalty: 4773.194824
	Iteration 113Q: 3 clusters Score -1940980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1940996.250000 Penalty: 4773.194824
	Iteration 114Q: 3 clusters Score -1940996 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1941006.625000 Penalty: 4773.194824
	Iteration 115Q: 3 clusters Score -1941007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1941019.250000 Penalty: 4773.194824
	Iteration 116Q: 3 clusters Score -1941019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1941026.000000 Penalty: 4773.194824
	Iteration 117Q: 3 clusters Score -1941026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1941042.875000 Penalty: 4773.194824
	Iteration 118Q: 3 clusters Score -1941043 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1941052.625000 Penalty: 4773.194824
	Iteration 119Q: 3 clusters Score -1941053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1941065.375000 Penalty: 4773.194824
	Iteration 120F: 3 clusters Score -1941065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1941079.750000 Penalty: 4773.194824
	Iteration 121Q: 3 clusters Score -1941080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1941082.750000 Penalty: 4773.194824
	Iteration 122Q: 3 clusters Score -1941083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1941085.875000 Penalty: 4773.194824
	Iteration 123Q: 3 clusters Score -1941086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1941098.750000 Penalty: 4773.194824
	Iteration 124Q: 3 clusters Score -1941099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1941103.000000 Penalty: 4773.194824
	Iteration 125Q: 3 clusters Score -1941103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1941107.625000 Penalty: 4773.194824
	Iteration 126Q: 3 clusters Score -1941108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1941109.500000 Penalty: 4773.194824
	Iteration 127Q: 3 clusters Score -1941110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1941121.625000 Penalty: 4773.194824
	Iteration 128Q: 3 clusters Score -1941122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1941124.125000 Penalty: 4773.194824
	Iteration 129Q: 3 clusters Score -1941124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1941121.750000 Penalty: 4773.194824
	Iteration 130Q: 3 clusters Score -1941122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1941131.250000 Penalty: 4773.194824
	Iteration 131Q: 3 clusters Score -1941131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1941132.625000 Penalty: 4773.194824
	Iteration 132Q: 3 clusters Score -1941133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1941131.000000 Penalty: 4773.194824
	Iteration 133Q: 3 clusters Score -1941131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1941142.250000 Penalty: 4773.194824
	Iteration 134Q: 3 clusters Score -1941142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1941147.625000 Penalty: 4773.194824
	Iteration 135Q: 3 clusters Score -1941148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1941154.625000 Penalty: 4773.194824
	Iteration 136Q: 3 clusters Score -1941155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1941159.125000 Penalty: 4773.194824
	Iteration 137Q: 3 clusters Score -1941159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1941166.625000 Penalty: 4773.194824
	Iteration 138Q: 3 clusters Score -1941167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1941166.000000 Penalty: 4773.194824
	Iteration 139Q: 3 clusters Score -1941166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1941170.125000 Penalty: 4773.194824
	Iteration 140F: 3 clusters Score -1941170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1941172.750000 Penalty: 4773.194824
	Iteration 141Q: 3 clusters Score -1941173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1941173.125000 Penalty: 4773.194824
	Iteration 142Q: 3 clusters Score -1941173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1941175.000000 Penalty: 4773.194824
	Iteration 143Q: 3 clusters Score -1941175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1941176.750000 Penalty: 4773.194824
	Iteration 144Q: 3 clusters Score -1941177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1941182.125000 Penalty: 4773.194824
	Iteration 145Q: 3 clusters Score -1941182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1941183.250000 Penalty: 4773.194824
	Iteration 146Q: 3 clusters Score -1941183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1941189.125000 Penalty: 4773.194824
	Iteration 147Q: 3 clusters Score -1941189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1941190.250000 Penalty: 4773.194824
	Iteration 148Q: 3 clusters Score -1941190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1941195.375000 Penalty: 4773.194824
	Iteration 149Q: 3 clusters Score -1941195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1941202.375000 Penalty: 4773.194824
	Iteration 150Q: 3 clusters Score -1941202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1941205.875000 Penalty: 4773.194824
	Iteration 151Q: 3 clusters Score -1941206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1941210.000000 Penalty: 4773.194824
	Iteration 152Q: 3 clusters Score -1941210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1941218.500000 Penalty: 4773.194824
	Iteration 153Q: 3 clusters Score -1941218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1941230.625000 Penalty: 4773.194824
	Iteration 154Q: 3 clusters Score -1941231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1941243.750000 Penalty: 4773.194824
	Iteration 155Q: 3 clusters Score -1941244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1941255.750000 Penalty: 4773.194824
	Iteration 156Q: 3 clusters Score -1941256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1941266.750000 Penalty: 4773.194824
	Iteration 157Q: 3 clusters Score -1941267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1941275.000000 Penalty: 4773.194824
	Iteration 158Q: 3 clusters Score -1941275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1941281.125000 Penalty: 4773.194824
	Iteration 159Q: 3 clusters Score -1941281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1941296.500000 Penalty: 4773.194824
	Iteration 160F: 3 clusters Score -1941296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1941304.500000 Penalty: 4773.194824
	Iteration 161Q: 3 clusters Score -1941304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1941311.250000 Penalty: 4773.194824
	Iteration 162Q: 3 clusters Score -1941311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1941315.625000 Penalty: 4773.194824
	Iteration 163Q: 3 clusters Score -1941316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1941317.375000 Penalty: 4773.194824
	Iteration 164Q: 3 clusters Score -1941317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1941319.625000 Penalty: 4773.194824
	Iteration 165Q: 3 clusters Score -1941320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1941318.375000 Penalty: 4773.194824
	Iteration 166Q: 3 clusters Score -1941318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1941320.750000 Penalty: 4773.194824
	Iteration 167Q: 3 clusters Score -1941321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1941321.875000 Penalty: 4773.194824
	Iteration 168Q: 3 clusters Score -1941322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1941318.500000 Penalty: 4773.194824
	Iteration 169Q: 3 clusters Score -1941318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1941325.625000 Penalty: 4773.194824
	Iteration 170Q: 3 clusters Score -1941326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1941327.875000 Penalty: 4773.194824
	Iteration 171Q: 3 clusters Score -1941328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1941328.125000 Penalty: 4773.194824
	Iteration 172Q: 3 clusters Score -1941328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1941330.375000 Penalty: 4773.194824
	Iteration 173Q: 3 clusters Score -1941330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1941334.875000 Penalty: 4773.194824
	Iteration 174Q: 3 clusters Score -1941335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1941339.625000 Penalty: 4773.194824
	Iteration 175Q: 3 clusters Score -1941340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1941344.500000 Penalty: 4773.194824
	Iteration 176Q: 3 clusters Score -1941344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1941352.250000 Penalty: 4773.194824
	Iteration 177Q: 3 clusters Score -1941352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1941357.250000 Penalty: 4773.194824
	Iteration 178Q: 3 clusters Score -1941357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1941360.375000 Penalty: 4773.194824
	Iteration 179Q: 3 clusters Score -1941360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1941360.875000 Penalty: 4773.194824
	Iteration 180F: 3 clusters Score -1941361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1941363.000000 Penalty: 4773.194824
	Iteration 181Q: 3 clusters Score -1941363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1941362.750000 Penalty: 4773.194824
	Iteration 182Q: 3 clusters Score -1941363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1941364.125000 Penalty: 4773.194824
	Iteration 183Q: 3 clusters Score -1941364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1941366.375000 Penalty: 4773.194824
	Iteration 184Q: 3 clusters Score -1941366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1941366.125000 Penalty: 4773.194824
	Iteration 185Q: 3 clusters Score -1941366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1941367.250000 Penalty: 4773.194824
	Iteration 186Q: 3 clusters Score -1941367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1941367.875000 Penalty: 4773.194824
	Iteration 187Q: 3 clusters Score -1941368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1941367.375000 Penalty: 4773.194824
	Iteration 188Q: 3 clusters Score -1941367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1941369.000000 Penalty: 4773.194824
	Iteration 189Q: 3 clusters Score -1941369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1941369.875000 Penalty: 4773.194824
	Iteration 190Q: 3 clusters Score -1941370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1941373.125000 Penalty: 4773.194824
	Iteration 191Q: 3 clusters Score -1941373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1941375.000000 Penalty: 4773.194824
	Iteration 192Q: 3 clusters Score -1941375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1941379.000000 Penalty: 4773.194824
	Iteration 193Q: 3 clusters Score -1941379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1941378.250000 Penalty: 4773.194824
	Iteration 194Q: 3 clusters Score -1941378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1941380.750000 Penalty: 4773.194824
	Iteration 195Q: 3 clusters Score -1941381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1941381.625000 Penalty: 4773.194824
	Iteration 196Q: 3 clusters Score -1941382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1941386.250000 Penalty: 4773.194824
	Iteration 197Q: 3 clusters Score -1941386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1941384.375000 Penalty: 4773.194824
	Iteration 198Q: 3 clusters Score -1941384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1941385.875000 Penalty: 4773.194824
	Iteration 199Q: 3 clusters Score -1941386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1941391.750000 Penalty: 4773.194824
	Iteration 200F: 3 clusters Score -1941392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1941390.750000 Penalty: 4773.194824
	Iteration 201Q: 3 clusters Score -1941391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1941391.500000 Penalty: 4773.194824
	Iteration 202Q: 3 clusters Score -1941392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1941391.500000 Penalty: 4773.194824
	Iteration 203F: 3 clusters Score -1941392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -46010.285156 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -46010.29 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 225 members 
Entering Unmasked Estep 
Score: -44528.835938 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -44528.84 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44744.363281 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -44744.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44831.769531 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -44831.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44880.601562 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -44880.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44921.234375 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -44921.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44977.523438 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -44977.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45007.085938 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -45007.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45036.582031 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -45036.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45060.714844 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -45060.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45084.105469 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -45084.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45090.179688 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -45090.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45100.910156 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -45100.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45112.136719 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -45112.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45120.769531 Penalty: 3007.637451
	Iteration 13Q: 3 clusters Score -45120.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45125.820312 Penalty: 3007.637451
	Iteration 14Q: 3 clusters Score -45125.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45134.261719 Penalty: 3007.637451
	Iteration 15Q: 3 clusters Score -45134.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45140.292969 Penalty: 3007.637451
	Iteration 16Q: 3 clusters Score -45140.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45143.460938 Penalty: 3007.637451
	Iteration 17Q: 3 clusters Score -45143.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45147.394531 Penalty: 3007.637451
	Iteration 18Q: 3 clusters Score -45147.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45157.589844 Penalty: 3007.637451
	Iteration 19Q: 3 clusters Score -45157.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45179.343750 Penalty: 3007.637451
	Iteration 20F: 3 clusters Score -45179.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45229.281250 Penalty: 3007.637451
	Iteration 21Q: 3 clusters Score -45229.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45252.183594 Penalty: 3007.637451
	Iteration 22Q: 3 clusters Score -45252.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45270.292969 Penalty: 3007.637451
	Iteration 23Q: 3 clusters Score -45270.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45305.179688 Penalty: 3007.637451
	Iteration 24Q: 3 clusters Score -45305.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45333.523438 Penalty: 3007.637451
	Iteration 25Q: 3 clusters Score -45333.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45342.406250 Penalty: 3007.637451
	Iteration 26Q: 3 clusters Score -45342.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45345.093750 Penalty: 3007.637451
	Iteration 27Q: 3 clusters Score -45345.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45345.093750 Penalty: 3007.637451
	Iteration 28F: 3 clusters Score -45345.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -135947.156250 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -135947.2 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 570 members 
Entering Unmasked Estep 
Score: -133898.046875 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -133898 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -134370.953125 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -134371 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -134649.515625 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -134649.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -134871.421875 Penalty: 3512.527344
	Iteration 3F: 3 clusters Score -134871.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -135052.281250 Penalty: 3512.527344
	Iteration 4F: 3 clusters Score -135052.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -135137.765625 Penalty: 3512.527344
	Iteration 5Q: 3 clusters Score -135137.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -135203.781250 Penalty: 3512.527344
	Iteration 6Q: 3 clusters Score -135203.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -135236.515625 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -135236.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -135263.234375 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -135263.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -135280.453125 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -135280.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -135301.609375 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -135301.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -135334.500000 Penalty: 3512.527344
	Iteration 11Q: 3 clusters Score -135334.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -135368.765625 Penalty: 3512.527344
	Iteration 12Q: 3 clusters Score -135368.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -135430.812500 Penalty: 3512.527344
	Iteration 13Q: 3 clusters Score -135430.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -135509.484375 Penalty: 3512.527344
	Iteration 14Q: 3 clusters Score -135509.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -135588.250000 Penalty: 3512.527344
	Iteration 15Q: 3 clusters Score -135588.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -135665.968750 Penalty: 3512.527344
	Iteration 16Q: 3 clusters Score -135666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -135732.703125 Penalty: 3512.527344
	Iteration 17Q: 3 clusters Score -135732.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -135777.953125 Penalty: 3512.527344
	Iteration 18Q: 3 clusters Score -135778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -135834.750000 Penalty: 3512.527344
	Iteration 19Q: 3 clusters Score -135834.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -135904.125000 Penalty: 3512.527344
	Iteration 20F: 3 clusters Score -135904.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -135989.750000 Penalty: 3512.527344
	Iteration 21Q: 3 clusters Score -135989.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -136017.531250 Penalty: 3512.527344
	Iteration 22Q: 3 clusters Score -136017.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -136022.984375 Penalty: 3512.527344
	Iteration 23Q: 3 clusters Score -136023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -136028.687500 Penalty: 3512.527344
	Iteration 24Q: 3 clusters Score -136028.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -136029.437500 Penalty: 3512.527344
	Iteration 25Q: 3 clusters Score -136029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -136030.281250 Penalty: 3512.527344
	Iteration 26Q: 3 clusters Score -136030.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -136031.359375 Penalty: 3512.527344
	Iteration 27Q: 3 clusters Score -136031.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -136031.359375 Penalty: 3512.527344
	Iteration 28F: 3 clusters Score -136031.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143964 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 146787 members 
Mstep: Class 4 contains 7798 members 
Mstep: Class 5 contains 120668 members 
Mstep: Class 6 contains 15114 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 473 members 
Mstep: Class 9 contains 9194 members 
Mstep: Class 10 contains 147798 members 
Mstep: Class 11 contains 70007 members 
Mstep: Class 12 contains 71848 members 
Mstep: Class 13 contains 77596 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150167 members 
Mstep: Class 17 contains 114480 members 
Mstep: Class 18 contains 40400 members 
Mstep: Class 19 contains 166856 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 717 members 
Entering Unmasked Estep 
Score: -161330608.000000 Penalty: 76770.804688
Splitting cluster 8 changes total score from -161332112.000000 to -161330608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (9194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Entering Unmasked Estep 
Score: -1116296.875000 Penalty: 2263.323975
	Iteration 0F: 2 clusters Score -1116297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1109200.625000 Penalty: 4526.647949
	Iteration 0F: 3 clusters Score -1109201 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1111239.250000 Penalty: 4526.647949
	Iteration 1F: 3 clusters Score -1111239 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1111662.375000 Penalty: 4526.647949
	Iteration 2F: 3 clusters Score -1111662 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1112114.750000 Penalty: 4526.647949
	Iteration 3F: 3 clusters Score -1112115 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1112679.000000 Penalty: 4526.647949
	Iteration 4F: 3 clusters Score -1112679 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1113417.375000 Penalty: 4526.647949
	Iteration 5F: 3 clusters Score -1113417 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1114228.625000 Penalty: 4526.647949
	Iteration 6F: 3 clusters Score -1114229 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1114888.250000 Penalty: 4526.647949
	Iteration 7F: 3 clusters Score -1114888 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1115299.875000 Penalty: 4526.647949
	Iteration 8F: 3 clusters Score -1115300 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1115499.625000 Penalty: 4526.647949
	Iteration 9Q: 3 clusters Score -1115500 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1115585.500000 Penalty: 4526.647949
	Iteration 10Q: 3 clusters Score -1115586 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1115626.250000 Penalty: 4526.647949
	Iteration 11Q: 3 clusters Score -1115626 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1115645.000000 Penalty: 4526.647949
	Iteration 12Q: 3 clusters Score -1115645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1115652.750000 Penalty: 4526.647949
	Iteration 13Q: 3 clusters Score -1115653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1115659.125000 Penalty: 4526.647949
	Iteration 14Q: 3 clusters Score -1115659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1115664.875000 Penalty: 4526.647949
	Iteration 15Q: 3 clusters Score -1115665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1115663.750000 Penalty: 4526.647949
	Iteration 16Q: 3 clusters Score -1115664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1115664.375000 Penalty: 4526.647949
	Iteration 17Q: 3 clusters Score -1115664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1115663.875000 Penalty: 4526.647949
	Iteration 18Q: 3 clusters Score -1115664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1115664.625000 Penalty: 4526.647949
	Iteration 19Q: 3 clusters Score -1115665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1115667.125000 Penalty: 4526.647949
	Iteration 20F: 3 clusters Score -1115667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1115667.750000 Penalty: 4526.647949
	Iteration 21Q: 3 clusters Score -1115668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1115667.750000 Penalty: 4526.647949
	Iteration 22F: 3 clusters Score -1115668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (147798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147798 members 
Entering Unmasked Estep 
Score: -18940992.000000 Penalty: 2952.093262
	Iteration 0F: 2 clusters Score -1.894099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 73818 members 
Entering Unmasked Estep 
Score: -18846170.000000 Penalty: 5904.186523
	Iteration 0F: 3 clusters Score -1.884617e+07 nChanged 70446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 73040 members 
Entering Unmasked Estep 
Score: -18886466.000000 Penalty: 5904.186523
	Iteration 1F: 3 clusters Score -1.888647e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75144 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -18887134.000000 Penalty: 5904.186523
	Iteration 2Q: 3 clusters Score -1.888713e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 72041 members 
Entering Unmasked Estep 
Score: -18888060.000000 Penalty: 5904.186523
	Iteration 3Q: 3 clusters Score -1.888806e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76749 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -18888936.000000 Penalty: 5904.186523
	Iteration 4Q: 3 clusters Score -1.888894e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78195 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -18889878.000000 Penalty: 5904.186523
	Iteration 5Q: 3 clusters Score -1.888988e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -18891298.000000 Penalty: 5904.186523
	Iteration 6Q: 3 clusters Score -1.88913e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83621 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -18893406.000000 Penalty: 5904.186523
	Iteration 7Q: 3 clusters Score -1.889341e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -18896470.000000 Penalty: 5904.186523
	Iteration 8Q: 3 clusters Score -1.889647e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93702 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -18901754.000000 Penalty: 5904.186523
	Iteration 9F: 3 clusters Score -1.890175e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100160 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -18908428.000000 Penalty: 5904.186523
	Iteration 10F: 3 clusters Score -1.890843e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106169 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -18915042.000000 Penalty: 5904.186523
	Iteration 11F: 3 clusters Score -1.891504e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110663 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -18920132.000000 Penalty: 5904.186523
	Iteration 12F: 3 clusters Score -1.892013e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113731 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -18923164.000000 Penalty: 5904.186523
	Iteration 13Q: 3 clusters Score -1.892316e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115928 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -18924724.000000 Penalty: 5904.186523
	Iteration 14Q: 3 clusters Score -1.892472e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117830 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -18925650.000000 Penalty: 5904.186523
	Iteration 15Q: 3 clusters Score -1.892565e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119627 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -18926614.000000 Penalty: 5904.186523
	Iteration 16Q: 3 clusters Score -1.892661e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121407 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -18927264.000000 Penalty: 5904.186523
	Iteration 17Q: 3 clusters Score -1.892726e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123084 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -18927906.000000 Penalty: 5904.186523
	Iteration 18Q: 3 clusters Score -1.892791e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124750 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -18928532.000000 Penalty: 5904.186523
	Iteration 19Q: 3 clusters Score -1.892853e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126377 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -18929254.000000 Penalty: 5904.186523
	Iteration 20F: 3 clusters Score -1.892925e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127979 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -18929944.000000 Penalty: 5904.186523
	Iteration 21Q: 3 clusters Score -1.892994e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129608 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -18930594.000000 Penalty: 5904.186523
	Iteration 22Q: 3 clusters Score -1.893059e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131245 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -18931326.000000 Penalty: 5904.186523
	Iteration 23Q: 3 clusters Score -1.893133e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132817 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -18932110.000000 Penalty: 5904.186523
	Iteration 24Q: 3 clusters Score -1.893211e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134378 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -18932952.000000 Penalty: 5904.186523
	Iteration 25Q: 3 clusters Score -1.893295e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135874 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -18933738.000000 Penalty: 5904.186523
	Iteration 26Q: 3 clusters Score -1.893374e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137315 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -18934476.000000 Penalty: 5904.186523
	Iteration 27Q: 3 clusters Score -1.893448e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138695 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -18935178.000000 Penalty: 5904.186523
	Iteration 28Q: 3 clusters Score -1.893518e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139951 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -18935928.000000 Penalty: 5904.186523
	Iteration 29Q: 3 clusters Score -1.893593e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141103 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -18936416.000000 Penalty: 5904.186523
	Iteration 30Q: 3 clusters Score -1.893642e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142081 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -18936820.000000 Penalty: 5904.186523
	Iteration 31Q: 3 clusters Score -1.893682e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142910 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -18937108.000000 Penalty: 5904.186523
	Iteration 32Q: 3 clusters Score -1.893711e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143555 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -18937334.000000 Penalty: 5904.186523
	Iteration 33Q: 3 clusters Score -1.893733e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144058 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -18937570.000000 Penalty: 5904.186523
	Iteration 34Q: 3 clusters Score -1.893757e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144492 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -18937750.000000 Penalty: 5904.186523
	Iteration 35Q: 3 clusters Score -1.893775e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144837 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -18937906.000000 Penalty: 5904.186523
	Iteration 36Q: 3 clusters Score -1.893791e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145121 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -18937998.000000 Penalty: 5904.186523
	Iteration 37Q: 3 clusters Score -1.8938e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145346 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -18938124.000000 Penalty: 5904.186523
	Iteration 38Q: 3 clusters Score -1.893812e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145522 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -18938192.000000 Penalty: 5904.186523
	Iteration 39Q: 3 clusters Score -1.893819e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145640 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -18938236.000000 Penalty: 5904.186523
	Iteration 40F: 3 clusters Score -1.893824e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145730 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -18938270.000000 Penalty: 5904.186523
	Iteration 41Q: 3 clusters Score -1.893827e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145818 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -18938330.000000 Penalty: 5904.186523
	Iteration 42Q: 3 clusters Score -1.893833e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145900 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -18938384.000000 Penalty: 5904.186523
	Iteration 43Q: 3 clusters Score -1.893838e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145974 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -18938408.000000 Penalty: 5904.186523
	Iteration 44Q: 3 clusters Score -1.893841e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146030 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -18938466.000000 Penalty: 5904.186523
	Iteration 45Q: 3 clusters Score -1.893847e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146079 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -18938494.000000 Penalty: 5904.186523
	Iteration 46Q: 3 clusters Score -1.893849e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -18938528.000000 Penalty: 5904.186523
	Iteration 47Q: 3 clusters Score -1.893853e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146166 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -18938552.000000 Penalty: 5904.186523
	Iteration 48Q: 3 clusters Score -1.893855e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146209 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -18938560.000000 Penalty: 5904.186523
	Iteration 49Q: 3 clusters Score -1.893856e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146232 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -18938568.000000 Penalty: 5904.186523
	Iteration 50Q: 3 clusters Score -1.893857e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146261 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -18938544.000000 Penalty: 5904.186523
	Iteration 51Q: 3 clusters Score -1.893854e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146279 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -18938570.000000 Penalty: 5904.186523
	Iteration 52Q: 3 clusters Score -1.893857e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146297 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -18938570.000000 Penalty: 5904.186523
	Iteration 53Q: 3 clusters Score -1.893857e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146315 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -18938580.000000 Penalty: 5904.186523
	Iteration 54Q: 3 clusters Score -1.893858e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146337 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -18938600.000000 Penalty: 5904.186523
	Iteration 55Q: 3 clusters Score -1.89386e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146358 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -18938608.000000 Penalty: 5904.186523
	Iteration 56Q: 3 clusters Score -1.893861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146379 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -18938600.000000 Penalty: 5904.186523
	Iteration 57Q: 3 clusters Score -1.89386e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146399 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -18938632.000000 Penalty: 5904.186523
	Iteration 58Q: 3 clusters Score -1.893863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146410 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -18938626.000000 Penalty: 5904.186523
	Iteration 59Q: 3 clusters Score -1.893863e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146415 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -18938620.000000 Penalty: 5904.186523
	Iteration 60F: 3 clusters Score -1.893862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146423 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -18938614.000000 Penalty: 5904.186523
	Iteration 61Q: 3 clusters Score -1.893861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146430 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -18938594.000000 Penalty: 5904.186523
	Iteration 62Q: 3 clusters Score -1.893859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146435 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -18938622.000000 Penalty: 5904.186523
	Iteration 63Q: 3 clusters Score -1.893862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146449 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -18938606.000000 Penalty: 5904.186523
	Iteration 64Q: 3 clusters Score -1.893861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146454 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -18938616.000000 Penalty: 5904.186523
	Iteration 65Q: 3 clusters Score -1.893862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146464 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -18938634.000000 Penalty: 5904.186523
	Iteration 66Q: 3 clusters Score -1.893863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146475 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -18938644.000000 Penalty: 5904.186523
	Iteration 67Q: 3 clusters Score -1.893864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146481 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -18938660.000000 Penalty: 5904.186523
	Iteration 68Q: 3 clusters Score -1.893866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146490 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -18938666.000000 Penalty: 5904.186523
	Iteration 69Q: 3 clusters Score -1.893867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146496 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -18938680.000000 Penalty: 5904.186523
	Iteration 70Q: 3 clusters Score -1.893868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146499 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -18938670.000000 Penalty: 5904.186523
	Iteration 71Q: 3 clusters Score -1.893867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146503 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -18938666.000000 Penalty: 5904.186523
	Iteration 72Q: 3 clusters Score -1.893867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146506 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -18938676.000000 Penalty: 5904.186523
	Iteration 73Q: 3 clusters Score -1.893868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146506 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -18938676.000000 Penalty: 5904.186523
	Iteration 74F: 3 clusters Score -1.893868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Entering Unmasked Estep 
Score: -8969773.000000 Penalty: 2766.774902
	Iteration 0F: 2 clusters Score -8969773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -8922846.000000 Penalty: 5533.549805
	Iteration 0F: 3 clusters Score -8922846 nChanged 32719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -8941107.000000 Penalty: 5533.549805
	Iteration 1F: 3 clusters Score -8941107 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -8941751.000000 Penalty: 5533.549805
	Iteration 2Q: 3 clusters Score -8941751 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -8942803.000000 Penalty: 5533.549805
	Iteration 3Q: 3 clusters Score -8942803 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -8944623.000000 Penalty: 5533.549805
	Iteration 4F: 3 clusters Score -8944623 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -8947589.000000 Penalty: 5533.549805
	Iteration 5F: 3 clusters Score -8947589 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -8952415.000000 Penalty: 5533.549805
	Iteration 6F: 3 clusters Score -8952415 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -8958125.000000 Penalty: 5533.549805
	Iteration 7F: 3 clusters Score -8958125 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -8962635.000000 Penalty: 5533.549805
	Iteration 8F: 3 clusters Score -8962635 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -8965401.000000 Penalty: 5533.549805
	Iteration 9Q: 3 clusters Score -8965401 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66004 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -8966598.000000 Penalty: 5533.549805
	Iteration 10Q: 3 clusters Score -8966598 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -8967097.000000 Penalty: 5533.549805
	Iteration 11Q: 3 clusters Score -8967097 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -8967308.000000 Penalty: 5533.549805
	Iteration 12Q: 3 clusters Score -8967308 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -8967397.000000 Penalty: 5533.549805
	Iteration 13Q: 3 clusters Score -8967397 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67176 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -8967471.000000 Penalty: 5533.549805
	Iteration 14Q: 3 clusters Score -8967471 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67328 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -8967515.000000 Penalty: 5533.549805
	Iteration 15Q: 3 clusters Score -8967515 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -8967573.000000 Penalty: 5533.549805
	Iteration 16Q: 3 clusters Score -8967573 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -8967628.000000 Penalty: 5533.549805
	Iteration 17Q: 3 clusters Score -8967628 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -8967655.000000 Penalty: 5533.549805
	Iteration 18Q: 3 clusters Score -8967655 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67729 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -8967671.000000 Penalty: 5533.549805
	Iteration 19Q: 3 clusters Score -8967671 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -8967699.000000 Penalty: 5533.549805
	Iteration 20F: 3 clusters Score -8967699 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -8967704.000000 Penalty: 5533.549805
	Iteration 21Q: 3 clusters Score -8967704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8967731.000000 Penalty: 5533.549805
	Iteration 22Q: 3 clusters Score -8967731 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8967743.000000 Penalty: 5533.549805
	Iteration 23Q: 3 clusters Score -8967743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -8967752.000000 Penalty: 5533.549805
	Iteration 24Q: 3 clusters Score -8967752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -8967767.000000 Penalty: 5533.549805
	Iteration 25Q: 3 clusters Score -8967767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8967768.000000 Penalty: 5533.549805
	Iteration 26Q: 3 clusters Score -8967768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8967778.000000 Penalty: 5533.549805
	Iteration 27Q: 3 clusters Score -8967778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8967772.000000 Penalty: 5533.549805
	Iteration 28Q: 3 clusters Score -8967772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68105 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8967776.000000 Penalty: 5533.549805
	Iteration 29Q: 3 clusters Score -8967776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68116 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8967786.000000 Penalty: 5533.549805
	Iteration 30Q: 3 clusters Score -8967786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8967788.000000 Penalty: 5533.549805
	Iteration 31Q: 3 clusters Score -8967788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -8967796.000000 Penalty: 5533.549805
	Iteration 32Q: 3 clusters Score -8967796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8967781.000000 Penalty: 5533.549805
	Iteration 33Q: 3 clusters Score -8967781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -8967789.000000 Penalty: 5533.549805
	Iteration 34Q: 3 clusters Score -8967789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8967790.000000 Penalty: 5533.549805
	Iteration 35Q: 3 clusters Score -8967790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -8967798.000000 Penalty: 5533.549805
	Iteration 36Q: 3 clusters Score -8967798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68162 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8967797.000000 Penalty: 5533.549805
	Iteration 37Q: 3 clusters Score -8967797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -8967799.000000 Penalty: 5533.549805
	Iteration 38Q: 3 clusters Score -8967799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68169 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8967799.000000 Penalty: 5533.549805
	Iteration 39Q: 3 clusters Score -8967799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68170 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8967791.000000 Penalty: 5533.549805
	Iteration 40F: 3 clusters Score -8967791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68171 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8967796.000000 Penalty: 5533.549805
	Iteration 41Q: 3 clusters Score -8967796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -8967803.000000 Penalty: 5533.549805
	Iteration 42Q: 3 clusters Score -8967803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8967808.000000 Penalty: 5533.549805
	Iteration 43Q: 3 clusters Score -8967808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -8967804.000000 Penalty: 5533.549805
	Iteration 44Q: 3 clusters Score -8967804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -8967806.000000 Penalty: 5533.549805
	Iteration 45Q: 3 clusters Score -8967806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8967805.000000 Penalty: 5533.549805
	Iteration 46Q: 3 clusters Score -8967805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -8967807.000000 Penalty: 5533.549805
	Iteration 47Q: 3 clusters Score -8967807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8967804.000000 Penalty: 5533.549805
	Iteration 48Q: 3 clusters Score -8967804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -8967797.000000 Penalty: 5533.549805
	Iteration 49Q: 3 clusters Score -8967797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8967802.000000 Penalty: 5533.549805
	Iteration 50Q: 3 clusters Score -8967802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8967802.000000 Penalty: 5533.549805
	Iteration 51F: 3 clusters Score -8967802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (71848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71848 members 
Entering Unmasked Estep 
Score: -8902916.000000 Penalty: 2773.212402
	Iteration 0F: 2 clusters Score -8902916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -8854748.000000 Penalty: 5546.424805
	Iteration 0F: 3 clusters Score -8854748 nChanged 33670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -8873969.000000 Penalty: 5546.424805
	Iteration 1F: 3 clusters Score -8873969 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -8875011.000000 Penalty: 5546.424805
	Iteration 2Q: 3 clusters Score -8875011 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -8876435.000000 Penalty: 5546.424805
	Iteration 3Q: 3 clusters Score -8876435 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -8878450.000000 Penalty: 5546.424805
	Iteration 4F: 3 clusters Score -8878450 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -8881030.000000 Penalty: 5546.424805
	Iteration 5F: 3 clusters Score -8881030 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -8884420.000000 Penalty: 5546.424805
	Iteration 6F: 3 clusters Score -8884420 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -8888256.000000 Penalty: 5546.424805
	Iteration 7F: 3 clusters Score -8888256 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 62588 members 
Entering Unmasked Estep 
Score: -8892379.000000 Penalty: 5546.424805
	Iteration 8F: 3 clusters Score -8892379 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -8895923.000000 Penalty: 5546.424805
	Iteration 9F: 3 clusters Score -8895923 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -8898301.000000 Penalty: 5546.424805
	Iteration 10Q: 3 clusters Score -8898301 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
Score: -8899414.000000 Penalty: 5546.424805
	Iteration 11Q: 3 clusters Score -8899414 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -8899944.000000 Penalty: 5546.424805
	Iteration 12Q: 3 clusters Score -8899944 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -8900201.000000 Penalty: 5546.424805
	Iteration 13Q: 3 clusters Score -8900201 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 71346 members 
Entering Unmasked Estep 
Score: -8900325.000000 Penalty: 5546.424805
	Iteration 14Q: 3 clusters Score -8900325 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -8900389.000000 Penalty: 5546.424805
	Iteration 15Q: 3 clusters Score -8900389 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -8900417.000000 Penalty: 5546.424805
	Iteration 16Q: 3 clusters Score -8900417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -8900455.000000 Penalty: 5546.424805
	Iteration 17Q: 3 clusters Score -8900455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 71472 members 
Entering Unmasked Estep 
Score: -8900481.000000 Penalty: 5546.424805
	Iteration 18Q: 3 clusters Score -8900481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 71481 members 
Entering Unmasked Estep 
Score: -8900486.000000 Penalty: 5546.424805
	Iteration 19Q: 3 clusters Score -8900486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -8900498.000000 Penalty: 5546.424805
	Iteration 20F: 3 clusters Score -8900498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
Score: -8900503.000000 Penalty: 5546.424805
	Iteration 21Q: 3 clusters Score -8900503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
Score: -8900503.000000 Penalty: 5546.424805
	Iteration 22F: 3 clusters Score -8900503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Entering Unmasked Estep 
Score: -9828249.000000 Penalty: 2792.299316
	Iteration 0F: 2 clusters Score -9828249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -9776004.000000 Penalty: 5584.598633
	Iteration 0F: 3 clusters Score -9776004 nChanged 36575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -9796830.000000 Penalty: 5584.598633
	Iteration 1F: 3 clusters Score -9796830 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -9797520.000000 Penalty: 5584.598633
	Iteration 2Q: 3 clusters Score -9797520 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -9798538.000000 Penalty: 5584.598633
	Iteration 3Q: 3 clusters Score -9798538 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -9800008.000000 Penalty: 5584.598633
	Iteration 4Q: 3 clusters Score -9800008 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -9802143.000000 Penalty: 5584.598633
	Iteration 5Q: 3 clusters Score -9802143 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53515 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -9805227.000000 Penalty: 5584.598633
	Iteration 6F: 3 clusters Score -9805227 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -9809461.000000 Penalty: 5584.598633
	Iteration 7F: 3 clusters Score -9809461 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64425 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -9814234.000000 Penalty: 5584.598633
	Iteration 8F: 3 clusters Score -9814234 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69775 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -9819077.000000 Penalty: 5584.598633
	Iteration 9F: 3 clusters Score -9819077 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73684 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -9822478.000000 Penalty: 5584.598633
	Iteration 10F: 3 clusters Score -9822478 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75847 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9824387.000000 Penalty: 5584.598633
	Iteration 11Q: 3 clusters Score -9824387 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76770 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -9825152.000000 Penalty: 5584.598633
	Iteration 12Q: 3 clusters Score -9825152 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9825473.000000 Penalty: 5584.598633
	Iteration 13Q: 3 clusters Score -9825473 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9825603.000000 Penalty: 5584.598633
	Iteration 14Q: 3 clusters Score -9825603 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77266 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9825660.000000 Penalty: 5584.598633
	Iteration 15Q: 3 clusters Score -9825660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77290 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9825696.000000 Penalty: 5584.598633
	Iteration 16Q: 3 clusters Score -9825696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9825725.000000 Penalty: 5584.598633
	Iteration 17Q: 3 clusters Score -9825725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9825738.000000 Penalty: 5584.598633
	Iteration 18Q: 3 clusters Score -9825738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77336 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9825761.000000 Penalty: 5584.598633
	Iteration 19Q: 3 clusters Score -9825761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9825761.000000 Penalty: 5584.598633
	Iteration 20F: 3 clusters Score -9825761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77347 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9825765.000000 Penalty: 5584.598633
	Iteration 21Q: 3 clusters Score -9825765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77350 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9825767.000000 Penalty: 5584.598633
	Iteration 22Q: 3 clusters Score -9825767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77350 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9825771.000000 Penalty: 5584.598633
	Iteration 23Q: 3 clusters Score -9825771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9825770.000000 Penalty: 5584.598633
	Iteration 24Q: 3 clusters Score -9825770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9825770.000000 Penalty: 5584.598633
	Iteration 25F: 3 clusters Score -9825770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -136393.796875 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -136393.8 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 662 members 
Entering Unmasked Estep 
Score: -134338.406250 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -134338.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -135048.484375 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -135048.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -135564.015625 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -135564 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -135888.656250 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -135888.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -136203.078125 Penalty: 3552.164551
	Iteration 4F: 3 clusters Score -136203.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -136352.750000 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -136352.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -136429.750000 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -136429.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -136576.937500 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -136576.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -136793.437500 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -136793.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -137082.781250 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -137082.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -137763.937500 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -137763.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -138488.953125 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -138489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -138524.375000 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -138524.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -138538.000000 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -138538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -138566.578125 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -138566.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -138619.328125 Penalty: 3552.164551
	Iteration 15Q: 3 clusters Score -138619.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -138709.000000 Penalty: 3552.164551
	Iteration 16Q: 3 clusters Score -138709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -138986.437500 Penalty: 3552.164551
	Iteration 17Q: 3 clusters Score -138986.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -139158.343750 Penalty: 3552.164551
	Iteration 18Q: 3 clusters Score -139158.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -139171.500000 Penalty: 3552.164551
	Iteration 19Q: 3 clusters Score -139171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -139190.015625 Penalty: 3552.164551
	Iteration 20F: 3 clusters Score -139190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -139210.328125 Penalty: 3552.164551
	Iteration 21Q: 3 clusters Score -139210.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -139210.328125 Penalty: 3552.164551
	Iteration 22F: 3 clusters Score -139210.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143964 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 146787 members 
Mstep: Class 4 contains 7798 members 
Mstep: Class 5 contains 120668 members 
Mstep: Class 6 contains 15114 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 9 contains 9194 members 
Mstep: Class 10 contains 147798 members 
Mstep: Class 11 contains 70007 members 
Mstep: Class 12 contains 71848 members 
Mstep: Class 13 contains 77596 members 
Mstep: Class 14 contains 567 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150167 members 
Mstep: Class 17 contains 114480 members 
Mstep: Class 18 contains 40400 members 
Mstep: Class 19 contains 166856 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 722 members 
Entering Unmasked Estep 
Score: -161333536.000000 Penalty: 76770.804688
Splitting cluster 14 changes total score from -161332112.000000 to -161333536.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -43359.222656 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -43359.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41977.542969 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -41977.54 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42312.855469 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -42312.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42467.031250 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -42467.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42544.808594 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -42544.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42580.589844 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -42580.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42601.003906 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -42601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42615.617188 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -42615.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42637.664062 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -42637.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42670.652344 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -42670.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42707.921875 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -42707.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42755.613281 Penalty: 3031.287842
	Iteration 10Q: 3 clusters Score -42755.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42813.152344 Penalty: 3031.287842
	Iteration 11Q: 3 clusters Score -42813.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42863.917969 Penalty: 3031.287842
	Iteration 12Q: 3 clusters Score -42863.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42901.660156 Penalty: 3031.287842
	Iteration 13Q: 3 clusters Score -42901.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42914.296875 Penalty: 3031.287842
	Iteration 14Q: 3 clusters Score -42914.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42914.296875 Penalty: 3031.287842
	Iteration 15F: 3 clusters Score -42914.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (150167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150167 members 
Entering Unmasked Estep 
Score: -19075286.000000 Penalty: 2956.036865
	Iteration 0F: 2 clusters Score -1.907529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 75008 members 
Entering Unmasked Estep 
Score: -18975088.000000 Penalty: 5912.073730
	Iteration 0F: 3 clusters Score -1.897509e+07 nChanged 71931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 75971 members 
Entering Unmasked Estep 
Score: -19016354.000000 Penalty: 5912.073730
	Iteration 1F: 3 clusters Score -1.901635e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73502 members 
Mstep: Class 2 contains 76665 members 
Entering Unmasked Estep 
Score: -19017088.000000 Penalty: 5912.073730
	Iteration 2Q: 3 clusters Score -1.901709e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72507 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -19017936.000000 Penalty: 5912.073730
	Iteration 3Q: 3 clusters Score -1.901794e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 79023 members 
Entering Unmasked Estep 
Score: -19018876.000000 Penalty: 5912.073730
	Iteration 4Q: 3 clusters Score -1.901888e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69120 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -19020064.000000 Penalty: 5912.073730
	Iteration 5Q: 3 clusters Score -1.902006e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66213 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -19021822.000000 Penalty: 5912.073730
	Iteration 6Q: 3 clusters Score -1.902182e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -19024494.000000 Penalty: 5912.073730
	Iteration 7Q: 3 clusters Score -1.902449e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 93263 members 
Entering Unmasked Estep 
Score: -19028932.000000 Penalty: 5912.073730
	Iteration 8Q: 3 clusters Score -1.902893e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 99352 members 
Entering Unmasked Estep 
Score: -19034536.000000 Penalty: 5912.073730
	Iteration 9F: 3 clusters Score -1.903454e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 105675 members 
Entering Unmasked Estep 
Score: -19041632.000000 Penalty: 5912.073730
	Iteration 10F: 3 clusters Score -1.904163e+07 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 111075 members 
Entering Unmasked Estep 
Score: -19048904.000000 Penalty: 5912.073730
	Iteration 11F: 3 clusters Score -1.90489e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 114742 members 
Entering Unmasked Estep 
Score: -19054600.000000 Penalty: 5912.073730
	Iteration 12F: 3 clusters Score -1.90546e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 117149 members 
Entering Unmasked Estep 
Score: -19057950.000000 Penalty: 5912.073730
	Iteration 13Q: 3 clusters Score -1.905795e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 119091 members 
Entering Unmasked Estep 
Score: -19059364.000000 Penalty: 5912.073730
	Iteration 14Q: 3 clusters Score -1.905936e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 121003 members 
Entering Unmasked Estep 
Score: -19060132.000000 Penalty: 5912.073730
	Iteration 15Q: 3 clusters Score -1.906013e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 122993 members 
Entering Unmasked Estep 
Score: -19060804.000000 Penalty: 5912.073730
	Iteration 16Q: 3 clusters Score -1.90608e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 124948 members 
Entering Unmasked Estep 
Score: -19061426.000000 Penalty: 5912.073730
	Iteration 17Q: 3 clusters Score -1.906143e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 126897 members 
Entering Unmasked Estep 
Score: -19062048.000000 Penalty: 5912.073730
	Iteration 18Q: 3 clusters Score -1.906205e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 128904 members 
Entering Unmasked Estep 
Score: -19062746.000000 Penalty: 5912.073730
	Iteration 19Q: 3 clusters Score -1.906275e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 130951 members 
Entering Unmasked Estep 
Score: -19063574.000000 Penalty: 5912.073730
	Iteration 20F: 3 clusters Score -1.906357e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 132996 members 
Entering Unmasked Estep 
Score: -19064422.000000 Penalty: 5912.073730
	Iteration 21Q: 3 clusters Score -1.906442e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 135131 members 
Entering Unmasked Estep 
Score: -19065330.000000 Penalty: 5912.073730
	Iteration 22Q: 3 clusters Score -1.906533e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 137240 members 
Entering Unmasked Estep 
Score: -19066356.000000 Penalty: 5912.073730
	Iteration 23Q: 3 clusters Score -1.906636e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 139285 members 
Entering Unmasked Estep 
Score: -19067316.000000 Penalty: 5912.073730
	Iteration 24Q: 3 clusters Score -1.906732e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 141235 members 
Entering Unmasked Estep 
Score: -19068302.000000 Penalty: 5912.073730
	Iteration 25Q: 3 clusters Score -1.90683e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 143011 members 
Entering Unmasked Estep 
Score: -19069244.000000 Penalty: 5912.073730
	Iteration 26Q: 3 clusters Score -1.906924e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 144575 members 
Entering Unmasked Estep 
Score: -19070090.000000 Penalty: 5912.073730
	Iteration 27Q: 3 clusters Score -1.907009e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 145887 members 
Entering Unmasked Estep 
Score: -19070774.000000 Penalty: 5912.073730
	Iteration 28Q: 3 clusters Score -1.907077e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 146926 members 
Entering Unmasked Estep 
Score: -19071314.000000 Penalty: 5912.073730
	Iteration 29Q: 3 clusters Score -1.907131e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 147708 members 
Entering Unmasked Estep 
Score: -19071714.000000 Penalty: 5912.073730
	Iteration 30Q: 3 clusters Score -1.907171e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 148291 members 
Entering Unmasked Estep 
Score: -19072090.000000 Penalty: 5912.073730
	Iteration 31Q: 3 clusters Score -1.907209e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 148666 members 
Entering Unmasked Estep 
Score: -19072290.000000 Penalty: 5912.073730
	Iteration 32Q: 3 clusters Score -1.907229e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 148890 members 
Entering Unmasked Estep 
Score: -19072416.000000 Penalty: 5912.073730
	Iteration 33Q: 3 clusters Score -1.907242e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 149045 members 
Entering Unmasked Estep 
Score: -19072538.000000 Penalty: 5912.073730
	Iteration 34Q: 3 clusters Score -1.907254e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 149178 members 
Entering Unmasked Estep 
Score: -19072594.000000 Penalty: 5912.073730
	Iteration 35Q: 3 clusters Score -1.907259e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 149254 members 
Entering Unmasked Estep 
Score: -19072654.000000 Penalty: 5912.073730
	Iteration 36Q: 3 clusters Score -1.907265e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 149300 members 
Entering Unmasked Estep 
Score: -19072688.000000 Penalty: 5912.073730
	Iteration 37Q: 3 clusters Score -1.907269e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 149350 members 
Entering Unmasked Estep 
Score: -19072734.000000 Penalty: 5912.073730
	Iteration 38Q: 3 clusters Score -1.907273e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 149389 members 
Entering Unmasked Estep 
Score: -19072738.000000 Penalty: 5912.073730
	Iteration 39Q: 3 clusters Score -1.907274e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 149415 members 
Entering Unmasked Estep 
Score: -19072768.000000 Penalty: 5912.073730
	Iteration 40F: 3 clusters Score -1.907277e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 149442 members 
Entering Unmasked Estep 
Score: -19072794.000000 Penalty: 5912.073730
	Iteration 41Q: 3 clusters Score -1.907279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 149457 members 
Entering Unmasked Estep 
Score: -19072808.000000 Penalty: 5912.073730
	Iteration 42Q: 3 clusters Score -1.907281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 149469 members 
Entering Unmasked Estep 
Score: -19072816.000000 Penalty: 5912.073730
	Iteration 43Q: 3 clusters Score -1.907282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 149478 members 
Entering Unmasked Estep 
Score: -19072824.000000 Penalty: 5912.073730
	Iteration 44Q: 3 clusters Score -1.907282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 149486 members 
Entering Unmasked Estep 
Score: -19072822.000000 Penalty: 5912.073730
	Iteration 45Q: 3 clusters Score -1.907282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 149490 members 
Entering Unmasked Estep 
Score: -19072836.000000 Penalty: 5912.073730
	Iteration 46Q: 3 clusters Score -1.907284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 149494 members 
Entering Unmasked Estep 
Score: -19072828.000000 Penalty: 5912.073730
	Iteration 47Q: 3 clusters Score -1.907283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 149500 members 
Entering Unmasked Estep 
Score: -19072854.000000 Penalty: 5912.073730
	Iteration 48Q: 3 clusters Score -1.907285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 149504 members 
Entering Unmasked Estep 
Score: -19072838.000000 Penalty: 5912.073730
	Iteration 49Q: 3 clusters Score -1.907284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 149505 members 
Entering Unmasked Estep 
Score: -19072842.000000 Penalty: 5912.073730
	Iteration 50Q: 3 clusters Score -1.907284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 149507 members 
Entering Unmasked Estep 
Score: -19072846.000000 Penalty: 5912.073730
	Iteration 51Q: 3 clusters Score -1.907285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 149509 members 
Entering Unmasked Estep 
Score: -19072850.000000 Penalty: 5912.073730
	Iteration 52Q: 3 clusters Score -1.907285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 149512 members 
Entering Unmasked Estep 
Score: -19072840.000000 Penalty: 5912.073730
	Iteration 53Q: 3 clusters Score -1.907284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 149514 members 
Entering Unmasked Estep 
Score: -19072844.000000 Penalty: 5912.073730
	Iteration 54Q: 3 clusters Score -1.907284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 149518 members 
Entering Unmasked Estep 
Score: -19072850.000000 Penalty: 5912.073730
	Iteration 55Q: 3 clusters Score -1.907285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 149518 members 
Entering Unmasked Estep 
Score: -19072842.000000 Penalty: 5912.073730
	Iteration 56Q: 3 clusters Score -1.907284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 149517 members 
Entering Unmasked Estep 
Score: -19072846.000000 Penalty: 5912.073730
	Iteration 57Q: 3 clusters Score -1.907285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 149518 members 
Entering Unmasked Estep 
Score: -19072842.000000 Penalty: 5912.073730
	Iteration 58Q: 3 clusters Score -1.907284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 149518 members 
Entering Unmasked Estep 
Score: -19072842.000000 Penalty: 5912.073730
	Iteration 59F: 3 clusters Score -1.907284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (114480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114480 members 
Entering Unmasked Estep 
Score: -14648244.000000 Penalty: 2888.742432
	Iteration 0F: 2 clusters Score -1.464824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57311 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -14572659.000000 Penalty: 5777.484863
	Iteration 0F: 3 clusters Score -1.457266e+07 nChanged 54520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -14604148.000000 Penalty: 5777.484863
	Iteration 1F: 3 clusters Score -1.460415e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -14605000.000000 Penalty: 5777.484863
	Iteration 2Q: 3 clusters Score -1.4605e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -14605757.000000 Penalty: 5777.484863
	Iteration 3Q: 3 clusters Score -1.460576e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -14606843.000000 Penalty: 5777.484863
	Iteration 4Q: 3 clusters Score -1.460684e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -14608324.000000 Penalty: 5777.484863
	Iteration 5Q: 3 clusters Score -1.460832e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69698 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -14610528.000000 Penalty: 5777.484863
	Iteration 6Q: 3 clusters Score -1.461053e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -14614012.000000 Penalty: 5777.484863
	Iteration 7F: 3 clusters Score -1.461401e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82636 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -14619142.000000 Penalty: 5777.484863
	Iteration 8F: 3 clusters Score -1.461914e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91304 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -14626197.000000 Penalty: 5777.484863
	Iteration 9F: 3 clusters Score -1.46262e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100029 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -14634376.000000 Penalty: 5777.484863
	Iteration 10F: 3 clusters Score -1.463438e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106721 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -14640767.000000 Penalty: 5777.484863
	Iteration 11F: 3 clusters Score -1.464077e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110351 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -14643891.000000 Penalty: 5777.484863
	Iteration 12Q: 3 clusters Score -1.464389e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111989 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -14645222.000000 Penalty: 5777.484863
	Iteration 13Q: 3 clusters Score -1.464522e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112681 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -14645840.000000 Penalty: 5777.484863
	Iteration 14Q: 3 clusters Score -1.464584e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112994 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -14646191.000000 Penalty: 5777.484863
	Iteration 15Q: 3 clusters Score -1.464619e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113121 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -14646409.000000 Penalty: 5777.484863
	Iteration 16Q: 3 clusters Score -1.464641e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113176 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -14646525.000000 Penalty: 5777.484863
	Iteration 17Q: 3 clusters Score -1.464652e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113194 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -14646577.000000 Penalty: 5777.484863
	Iteration 18Q: 3 clusters Score -1.464658e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113202 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -14646596.000000 Penalty: 5777.484863
	Iteration 19Q: 3 clusters Score -1.46466e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113215 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -14646647.000000 Penalty: 5777.484863
	Iteration 20F: 3 clusters Score -1.464665e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113221 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -14646672.000000 Penalty: 5777.484863
	Iteration 21Q: 3 clusters Score -1.464667e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113235 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -14646680.000000 Penalty: 5777.484863
	Iteration 22Q: 3 clusters Score -1.464668e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113242 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -14646667.000000 Penalty: 5777.484863
	Iteration 23Q: 3 clusters Score -1.464667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113251 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -14646675.000000 Penalty: 5777.484863
	Iteration 24Q: 3 clusters Score -1.464668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113254 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -14646675.000000 Penalty: 5777.484863
	Iteration 25Q: 3 clusters Score -1.464668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113256 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -14646679.000000 Penalty: 5777.484863
	Iteration 26Q: 3 clusters Score -1.464668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113261 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -14646673.000000 Penalty: 5777.484863
	Iteration 27Q: 3 clusters Score -1.464667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113262 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -14646678.000000 Penalty: 5777.484863
	Iteration 28Q: 3 clusters Score -1.464668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113263 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -14646678.000000 Penalty: 5777.484863
	Iteration 29Q: 3 clusters Score -1.464668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113264 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -14646677.000000 Penalty: 5777.484863
	Iteration 30Q: 3 clusters Score -1.464668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113265 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -14646681.000000 Penalty: 5777.484863
	Iteration 31Q: 3 clusters Score -1.464668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113265 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -14646681.000000 Penalty: 5777.484863
	Iteration 32F: 3 clusters Score -1.464668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Entering Unmasked Estep 
Score: -5136873.000000 Penalty: 2630.433105
	Iteration 0F: 2 clusters Score -5136873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -5109396.500000 Penalty: 5260.866211
	Iteration 0F: 3 clusters Score -5109396 nChanged 18601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -5119564.500000 Penalty: 5260.866211
	Iteration 1F: 3 clusters Score -5119564 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -5120039.000000 Penalty: 5260.866211
	Iteration 2Q: 3 clusters Score -5120039 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -5120526.000000 Penalty: 5260.866211
	Iteration 3Q: 3 clusters Score -5120526 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -5121057.000000 Penalty: 5260.866211
	Iteration 4Q: 3 clusters Score -5121057 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -5121843.000000 Penalty: 5260.866211
	Iteration 5Q: 3 clusters Score -5121843 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -5123043.500000 Penalty: 5260.866211
	Iteration 6F: 3 clusters Score -5123044 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -5124920.500000 Penalty: 5260.866211
	Iteration 7F: 3 clusters Score -5124920 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -5127381.500000 Penalty: 5260.866211
	Iteration 8F: 3 clusters Score -5127382 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -5130065.500000 Penalty: 5260.866211
	Iteration 9F: 3 clusters Score -5130066 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -5132072.000000 Penalty: 5260.866211
	Iteration 10F: 3 clusters Score -5132072 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5133313.000000 Penalty: 5260.866211
	Iteration 11Q: 3 clusters Score -5133313 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5133971.000000 Penalty: 5260.866211
	Iteration 12Q: 3 clusters Score -5133971 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5134245.000000 Penalty: 5260.866211
	Iteration 13Q: 3 clusters Score -5134245 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5134363.000000 Penalty: 5260.866211
	Iteration 14Q: 3 clusters Score -5134363 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5134457.000000 Penalty: 5260.866211
	Iteration 15Q: 3 clusters Score -5134457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5134490.000000 Penalty: 5260.866211
	Iteration 16Q: 3 clusters Score -5134490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5134506.500000 Penalty: 5260.866211
	Iteration 17Q: 3 clusters Score -5134506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5134520.500000 Penalty: 5260.866211
	Iteration 18Q: 3 clusters Score -5134520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5134523.500000 Penalty: 5260.866211
	Iteration 19Q: 3 clusters Score -5134524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5134535.000000 Penalty: 5260.866211
	Iteration 20F: 3 clusters Score -5134535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5134547.500000 Penalty: 5260.866211
	Iteration 21Q: 3 clusters Score -5134548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5134553.000000 Penalty: 5260.866211
	Iteration 22Q: 3 clusters Score -5134553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5134556.500000 Penalty: 5260.866211
	Iteration 23Q: 3 clusters Score -5134556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5134561.500000 Penalty: 5260.866211
	Iteration 24Q: 3 clusters Score -5134562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5134563.500000 Penalty: 5260.866211
	Iteration 25Q: 3 clusters Score -5134564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5134567.000000 Penalty: 5260.866211
	Iteration 26Q: 3 clusters Score -5134567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5134569.000000 Penalty: 5260.866211
	Iteration 27Q: 3 clusters Score -5134569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5134567.500000 Penalty: 5260.866211
	Iteration 28Q: 3 clusters Score -5134568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5134573.500000 Penalty: 5260.866211
	Iteration 29Q: 3 clusters Score -5134574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5134576.500000 Penalty: 5260.866211
	Iteration 30Q: 3 clusters Score -5134576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5134576.500000 Penalty: 5260.866211
	Iteration 31F: 3 clusters Score -5134576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (166856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166856 members 
Entering Unmasked Estep 
Score: -21242366.000000 Penalty: 2982.171875
	Iteration 0F: 2 clusters Score -2.124237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83511 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -21136376.000000 Penalty: 5964.343750
	Iteration 0F: 3 clusters Score -2.113638e+07 nChanged 80087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 82968 members 
Entering Unmasked Estep 
Score: -21182692.000000 Penalty: 5964.343750
	Iteration 1F: 3 clusters Score -2.118269e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84301 members 
Mstep: Class 2 contains 82555 members 
Entering Unmasked Estep 
Score: -21183446.000000 Penalty: 5964.343750
	Iteration 2Q: 3 clusters Score -2.118345e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84861 members 
Mstep: Class 2 contains 81995 members 
Entering Unmasked Estep 
Score: -21184312.000000 Penalty: 5964.343750
	Iteration 3Q: 3 clusters Score -2.118431e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85855 members 
Mstep: Class 2 contains 81001 members 
Entering Unmasked Estep 
Score: -21185444.000000 Penalty: 5964.343750
	Iteration 4Q: 3 clusters Score -2.118544e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87232 members 
Mstep: Class 2 contains 79624 members 
Entering Unmasked Estep 
Score: -21186976.000000 Penalty: 5964.343750
	Iteration 5Q: 3 clusters Score -2.118698e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89174 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -21189356.000000 Penalty: 5964.343750
	Iteration 6Q: 3 clusters Score -2.118936e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -21192864.000000 Penalty: 5964.343750
	Iteration 7Q: 3 clusters Score -2.119286e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94033 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -21197848.000000 Penalty: 5964.343750
	Iteration 8Q: 3 clusters Score -2.119785e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -21205082.000000 Penalty: 5964.343750
	Iteration 9F: 3 clusters Score -2.120508e+07 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97837 members 
Mstep: Class 2 contains 69019 members 
Entering Unmasked Estep 
Score: -21213856.000000 Penalty: 5964.343750
	Iteration 10F: 3 clusters Score -2.121386e+07 nChanged 11182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97759 members 
Mstep: Class 2 contains 69097 members 
Entering Unmasked Estep 
Score: -21222302.000000 Penalty: 5964.343750
	Iteration 11F: 3 clusters Score -2.12223e+07 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96609 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -21227722.000000 Penalty: 5964.343750
	Iteration 12F: 3 clusters Score -2.122772e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95298 members 
Mstep: Class 2 contains 71558 members 
Entering Unmasked Estep 
Score: -21230414.000000 Penalty: 5964.343750
	Iteration 13Q: 3 clusters Score -2.123041e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93850 members 
Mstep: Class 2 contains 73006 members 
Entering Unmasked Estep 
Score: -21231852.000000 Penalty: 5964.343750
	Iteration 14Q: 3 clusters Score -2.123185e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92359 members 
Mstep: Class 2 contains 74497 members 
Entering Unmasked Estep 
Score: -21233054.000000 Penalty: 5964.343750
	Iteration 15Q: 3 clusters Score -2.123305e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90915 members 
Mstep: Class 2 contains 75941 members 
Entering Unmasked Estep 
Score: -21233882.000000 Penalty: 5964.343750
	Iteration 16Q: 3 clusters Score -2.123388e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 77324 members 
Entering Unmasked Estep 
Score: -21234624.000000 Penalty: 5964.343750
	Iteration 17Q: 3 clusters Score -2.123462e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88124 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -21235234.000000 Penalty: 5964.343750
	Iteration 18Q: 3 clusters Score -2.123523e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -21235796.000000 Penalty: 5964.343750
	Iteration 19Q: 3 clusters Score -2.12358e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 81465 members 
Entering Unmasked Estep 
Score: -21236160.000000 Penalty: 5964.343750
	Iteration 20F: 3 clusters Score -2.123616e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84109 members 
Mstep: Class 2 contains 82747 members 
Entering Unmasked Estep 
Score: -21236518.000000 Penalty: 5964.343750
	Iteration 21Q: 3 clusters Score -2.123652e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82817 members 
Mstep: Class 2 contains 84039 members 
Entering Unmasked Estep 
Score: -21236810.000000 Penalty: 5964.343750
	Iteration 22Q: 3 clusters Score -2.123681e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 85280 members 
Entering Unmasked Estep 
Score: -21236998.000000 Penalty: 5964.343750
	Iteration 23Q: 3 clusters Score -2.1237e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 86537 members 
Entering Unmasked Estep 
Score: -21237204.000000 Penalty: 5964.343750
	Iteration 24Q: 3 clusters Score -2.12372e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -21237444.000000 Penalty: 5964.343750
	Iteration 25Q: 3 clusters Score -2.123744e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 89023 members 
Entering Unmasked Estep 
Score: -21237686.000000 Penalty: 5964.343750
	Iteration 26Q: 3 clusters Score -2.123769e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 90240 members 
Entering Unmasked Estep 
Score: -21237936.000000 Penalty: 5964.343750
	Iteration 27Q: 3 clusters Score -2.123794e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75492 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -21238110.000000 Penalty: 5964.343750
	Iteration 28Q: 3 clusters Score -2.123811e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74380 members 
Mstep: Class 2 contains 92476 members 
Entering Unmasked Estep 
Score: -21238344.000000 Penalty: 5964.343750
	Iteration 29Q: 3 clusters Score -2.123834e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 93617 members 
Entering Unmasked Estep 
Score: -21238658.000000 Penalty: 5964.343750
	Iteration 30Q: 3 clusters Score -2.123866e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 94790 members 
Entering Unmasked Estep 
Score: -21238784.000000 Penalty: 5964.343750
	Iteration 31Q: 3 clusters Score -2.123878e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70960 members 
Mstep: Class 2 contains 95896 members 
Entering Unmasked Estep 
Score: -21238926.000000 Penalty: 5964.343750
	Iteration 32Q: 3 clusters Score -2.123893e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69853 members 
Mstep: Class 2 contains 97003 members 
Entering Unmasked Estep 
Score: -21239130.000000 Penalty: 5964.343750
	Iteration 33Q: 3 clusters Score -2.123913e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 98120 members 
Entering Unmasked Estep 
Score: -21239314.000000 Penalty: 5964.343750
	Iteration 34Q: 3 clusters Score -2.123931e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 99216 members 
Entering Unmasked Estep 
Score: -21239508.000000 Penalty: 5964.343750
	Iteration 35Q: 3 clusters Score -2.123951e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 100343 members 
Entering Unmasked Estep 
Score: -21239756.000000 Penalty: 5964.343750
	Iteration 36Q: 3 clusters Score -2.123976e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 101448 members 
Entering Unmasked Estep 
Score: -21239972.000000 Penalty: 5964.343750
	Iteration 37Q: 3 clusters Score -2.123997e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64367 members 
Mstep: Class 2 contains 102489 members 
Entering Unmasked Estep 
Score: -21240088.000000 Penalty: 5964.343750
	Iteration 38Q: 3 clusters Score -2.124009e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 103543 members 
Entering Unmasked Estep 
Score: -21240264.000000 Penalty: 5964.343750
	Iteration 39Q: 3 clusters Score -2.124026e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 104573 members 
Entering Unmasked Estep 
Score: -21240404.000000 Penalty: 5964.343750
	Iteration 40F: 3 clusters Score -2.12404e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61240 members 
Mstep: Class 2 contains 105616 members 
Entering Unmasked Estep 
Score: -21240492.000000 Penalty: 5964.343750
	Iteration 41Q: 3 clusters Score -2.124049e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 106663 members 
Entering Unmasked Estep 
Score: -21240650.000000 Penalty: 5964.343750
	Iteration 42Q: 3 clusters Score -2.124065e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 107631 members 
Entering Unmasked Estep 
Score: -21240756.000000 Penalty: 5964.343750
	Iteration 43Q: 3 clusters Score -2.124076e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 108597 members 
Entering Unmasked Estep 
Score: -21240910.000000 Penalty: 5964.343750
	Iteration 44Q: 3 clusters Score -2.124091e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 109520 members 
Entering Unmasked Estep 
Score: -21240976.000000 Penalty: 5964.343750
	Iteration 45Q: 3 clusters Score -2.124098e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 110486 members 
Entering Unmasked Estep 
Score: -21241138.000000 Penalty: 5964.343750
	Iteration 46Q: 3 clusters Score -2.124114e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 111388 members 
Entering Unmasked Estep 
Score: -21241272.000000 Penalty: 5964.343750
	Iteration 47Q: 3 clusters Score -2.124127e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 112221 members 
Entering Unmasked Estep 
Score: -21241320.000000 Penalty: 5964.343750
	Iteration 48Q: 3 clusters Score -2.124132e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 113043 members 
Entering Unmasked Estep 
Score: -21241508.000000 Penalty: 5964.343750
	Iteration 49Q: 3 clusters Score -2.124151e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 113872 members 
Entering Unmasked Estep 
Score: -21241598.000000 Penalty: 5964.343750
	Iteration 50Q: 3 clusters Score -2.12416e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 114677 members 
Entering Unmasked Estep 
Score: -21241686.000000 Penalty: 5964.343750
	Iteration 51Q: 3 clusters Score -2.124169e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 115454 members 
Entering Unmasked Estep 
Score: -21241814.000000 Penalty: 5964.343750
	Iteration 52Q: 3 clusters Score -2.124181e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 116244 members 
Entering Unmasked Estep 
Score: -21241820.000000 Penalty: 5964.343750
	Iteration 53Q: 3 clusters Score -2.124182e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 117039 members 
Entering Unmasked Estep 
Score: -21241916.000000 Penalty: 5964.343750
	Iteration 54Q: 3 clusters Score -2.124192e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 117803 members 
Entering Unmasked Estep 
Score: -21241958.000000 Penalty: 5964.343750
	Iteration 55Q: 3 clusters Score -2.124196e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 118530 members 
Entering Unmasked Estep 
Score: -21242048.000000 Penalty: 5964.343750
	Iteration 56Q: 3 clusters Score -2.124205e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 119231 members 
Entering Unmasked Estep 
Score: -21242148.000000 Penalty: 5964.343750
	Iteration 57Q: 3 clusters Score -2.124215e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 119948 members 
Entering Unmasked Estep 
Score: -21242254.000000 Penalty: 5964.343750
	Iteration 58Q: 3 clusters Score -2.124225e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 120677 members 
Entering Unmasked Estep 
Score: -21242288.000000 Penalty: 5964.343750
	Iteration 59Q: 3 clusters Score -2.124229e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 121352 members 
Entering Unmasked Estep 
Score: -21242418.000000 Penalty: 5964.343750
	Iteration 60F: 3 clusters Score -2.124242e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 122027 members 
Entering Unmasked Estep 
Score: -21242536.000000 Penalty: 5964.343750
	Iteration 61Q: 3 clusters Score -2.124254e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 122690 members 
Entering Unmasked Estep 
Score: -21242592.000000 Penalty: 5964.343750
	Iteration 62Q: 3 clusters Score -2.124259e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 123298 members 
Entering Unmasked Estep 
Score: -21242634.000000 Penalty: 5964.343750
	Iteration 63Q: 3 clusters Score -2.124263e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 123865 members 
Entering Unmasked Estep 
Score: -21242690.000000 Penalty: 5964.343750
	Iteration 64Q: 3 clusters Score -2.124269e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 124394 members 
Entering Unmasked Estep 
Score: -21242774.000000 Penalty: 5964.343750
	Iteration 65Q: 3 clusters Score -2.124277e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 124906 members 
Entering Unmasked Estep 
Score: -21242888.000000 Penalty: 5964.343750
	Iteration 66Q: 3 clusters Score -2.124289e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 125392 members 
Entering Unmasked Estep 
Score: -21242882.000000 Penalty: 5964.343750
	Iteration 67Q: 3 clusters Score -2.124288e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 125924 members 
Entering Unmasked Estep 
Score: -21242878.000000 Penalty: 5964.343750
	Iteration 68Q: 3 clusters Score -2.124288e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 126429 members 
Entering Unmasked Estep 
Score: -21242922.000000 Penalty: 5964.343750
	Iteration 69Q: 3 clusters Score -2.124292e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 126944 members 
Entering Unmasked Estep 
Score: -21242956.000000 Penalty: 5964.343750
	Iteration 70Q: 3 clusters Score -2.124296e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 127433 members 
Entering Unmasked Estep 
Score: -21242938.000000 Penalty: 5964.343750
	Iteration 71Q: 3 clusters Score -2.124294e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 127937 members 
Entering Unmasked Estep 
Score: -21242930.000000 Penalty: 5964.343750
	Iteration 72Q: 3 clusters Score -2.124293e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 128393 members 
Entering Unmasked Estep 
Score: -21243024.000000 Penalty: 5964.343750
	Iteration 73Q: 3 clusters Score -2.124302e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 128830 members 
Entering Unmasked Estep 
Score: -21243082.000000 Penalty: 5964.343750
	Iteration 74Q: 3 clusters Score -2.124308e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 129252 members 
Entering Unmasked Estep 
Score: -21243124.000000 Penalty: 5964.343750
	Iteration 75Q: 3 clusters Score -2.124312e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 129693 members 
Entering Unmasked Estep 
Score: -21243178.000000 Penalty: 5964.343750
	Iteration 76Q: 3 clusters Score -2.124318e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 130133 members 
Entering Unmasked Estep 
Score: -21243246.000000 Penalty: 5964.343750
	Iteration 77Q: 3 clusters Score -2.124325e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 130591 members 
Entering Unmasked Estep 
Score: -21243250.000000 Penalty: 5964.343750
	Iteration 78Q: 3 clusters Score -2.124325e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 131051 members 
Entering Unmasked Estep 
Score: -21243254.000000 Penalty: 5964.343750
	Iteration 79Q: 3 clusters Score -2.124325e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 131475 members 
Entering Unmasked Estep 
Score: -21243330.000000 Penalty: 5964.343750
	Iteration 80F: 3 clusters Score -2.124333e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 131904 members 
Entering Unmasked Estep 
Score: -21243358.000000 Penalty: 5964.343750
	Iteration 81Q: 3 clusters Score -2.124336e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 132328 members 
Entering Unmasked Estep 
Score: -21243408.000000 Penalty: 5964.343750
	Iteration 82Q: 3 clusters Score -2.124341e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 132730 members 
Entering Unmasked Estep 
Score: -21243464.000000 Penalty: 5964.343750
	Iteration 83Q: 3 clusters Score -2.124346e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 133121 members 
Entering Unmasked Estep 
Score: -21243510.000000 Penalty: 5964.343750
	Iteration 84Q: 3 clusters Score -2.124351e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 133538 members 
Entering Unmasked Estep 
Score: -21243502.000000 Penalty: 5964.343750
	Iteration 85Q: 3 clusters Score -2.12435e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 133972 members 
Entering Unmasked Estep 
Score: -21243554.000000 Penalty: 5964.343750
	Iteration 86Q: 3 clusters Score -2.124355e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 134385 members 
Entering Unmasked Estep 
Score: -21243592.000000 Penalty: 5964.343750
	Iteration 87Q: 3 clusters Score -2.124359e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 134774 members 
Entering Unmasked Estep 
Score: -21243670.000000 Penalty: 5964.343750
	Iteration 88Q: 3 clusters Score -2.124367e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 135133 members 
Entering Unmasked Estep 
Score: -21243630.000000 Penalty: 5964.343750
	Iteration 89Q: 3 clusters Score -2.124363e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 135475 members 
Entering Unmasked Estep 
Score: -21243670.000000 Penalty: 5964.343750
	Iteration 90Q: 3 clusters Score -2.124367e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 135839 members 
Entering Unmasked Estep 
Score: -21243698.000000 Penalty: 5964.343750
	Iteration 91Q: 3 clusters Score -2.12437e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 136229 members 
Entering Unmasked Estep 
Score: -21243712.000000 Penalty: 5964.343750
	Iteration 92Q: 3 clusters Score -2.124371e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 136611 members 
Entering Unmasked Estep 
Score: -21243742.000000 Penalty: 5964.343750
	Iteration 93Q: 3 clusters Score -2.124374e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 136996 members 
Entering Unmasked Estep 
Score: -21243758.000000 Penalty: 5964.343750
	Iteration 94Q: 3 clusters Score -2.124376e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 137399 members 
Entering Unmasked Estep 
Score: -21243856.000000 Penalty: 5964.343750
	Iteration 95Q: 3 clusters Score -2.124386e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 137806 members 
Entering Unmasked Estep 
Score: -21243896.000000 Penalty: 5964.343750
	Iteration 96Q: 3 clusters Score -2.12439e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 138225 members 
Entering Unmasked Estep 
Score: -21243988.000000 Penalty: 5964.343750
	Iteration 97Q: 3 clusters Score -2.124399e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 138659 members 
Entering Unmasked Estep 
Score: -21243994.000000 Penalty: 5964.343750
	Iteration 98Q: 3 clusters Score -2.124399e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 139086 members 
Entering Unmasked Estep 
Score: -21244052.000000 Penalty: 5964.343750
	Iteration 99Q: 3 clusters Score -2.124405e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 139532 members 
Entering Unmasked Estep 
Score: -21244108.000000 Penalty: 5964.343750
	Iteration 100F: 3 clusters Score -2.124411e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 139989 members 
Entering Unmasked Estep 
Score: -21244196.000000 Penalty: 5964.343750
	Iteration 101Q: 3 clusters Score -2.12442e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 140482 members 
Entering Unmasked Estep 
Score: -21244216.000000 Penalty: 5964.343750
	Iteration 102Q: 3 clusters Score -2.124422e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 140964 members 
Entering Unmasked Estep 
Score: -21244244.000000 Penalty: 5964.343750
	Iteration 103Q: 3 clusters Score -2.124424e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 141474 members 
Entering Unmasked Estep 
Score: -21244244.000000 Penalty: 5964.343750
	Iteration 104Q: 3 clusters Score -2.124424e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 141960 members 
Entering Unmasked Estep 
Score: -21244276.000000 Penalty: 5964.343750
	Iteration 105Q: 3 clusters Score -2.124428e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 142457 members 
Entering Unmasked Estep 
Score: -21244360.000000 Penalty: 5964.343750
	Iteration 106Q: 3 clusters Score -2.124436e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 142949 members 
Entering Unmasked Estep 
Score: -21244400.000000 Penalty: 5964.343750
	Iteration 107Q: 3 clusters Score -2.12444e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 143442 members 
Entering Unmasked Estep 
Score: -21244466.000000 Penalty: 5964.343750
	Iteration 108Q: 3 clusters Score -2.124447e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 143910 members 
Entering Unmasked Estep 
Score: -21244494.000000 Penalty: 5964.343750
	Iteration 109Q: 3 clusters Score -2.124449e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 144395 members 
Entering Unmasked Estep 
Score: -21244536.000000 Penalty: 5964.343750
	Iteration 110Q: 3 clusters Score -2.124454e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 144863 members 
Entering Unmasked Estep 
Score: -21244542.000000 Penalty: 5964.343750
	Iteration 111Q: 3 clusters Score -2.124454e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 145309 members 
Entering Unmasked Estep 
Score: -21244482.000000 Penalty: 5964.343750
	Iteration 112Q: 3 clusters Score -2.124448e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 145756 members 
Entering Unmasked Estep 
Score: -21244608.000000 Penalty: 5964.343750
	Iteration 113Q: 3 clusters Score -2.124461e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 146158 members 
Entering Unmasked Estep 
Score: -21244662.000000 Penalty: 5964.343750
	Iteration 114Q: 3 clusters Score -2.124466e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 146584 members 
Entering Unmasked Estep 
Score: -21244704.000000 Penalty: 5964.343750
	Iteration 115Q: 3 clusters Score -2.12447e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 147011 members 
Entering Unmasked Estep 
Score: -21244700.000000 Penalty: 5964.343750
	Iteration 116Q: 3 clusters Score -2.12447e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 147423 members 
Entering Unmasked Estep 
Score: -21244714.000000 Penalty: 5964.343750
	Iteration 117Q: 3 clusters Score -2.124471e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 147884 members 
Entering Unmasked Estep 
Score: -21244734.000000 Penalty: 5964.343750
	Iteration 118Q: 3 clusters Score -2.124473e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 148392 members 
Entering Unmasked Estep 
Score: -21244792.000000 Penalty: 5964.343750
	Iteration 119Q: 3 clusters Score -2.124479e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 148881 members 
Entering Unmasked Estep 
Score: -21244800.000000 Penalty: 5964.343750
	Iteration 120F: 3 clusters Score -2.12448e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 149412 members 
Entering Unmasked Estep 
Score: -21244688.000000 Penalty: 5964.343750
	Iteration 121Q: 3 clusters Score -2.124469e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 149946 members 
Entering Unmasked Estep 
Score: -21244722.000000 Penalty: 5964.343750
	Iteration 122Q: 3 clusters Score -2.124472e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 150527 members 
Entering Unmasked Estep 
Score: -21244754.000000 Penalty: 5964.343750
	Iteration 123Q: 3 clusters Score -2.124475e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 151127 members 
Entering Unmasked Estep 
Score: -21244758.000000 Penalty: 5964.343750
	Iteration 124Q: 3 clusters Score -2.124476e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 151734 members 
Entering Unmasked Estep 
Score: -21244748.000000 Penalty: 5964.343750
	Iteration 125Q: 3 clusters Score -2.124475e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 152361 members 
Entering Unmasked Estep 
Score: -21244666.000000 Penalty: 5964.343750
	Iteration 126Q: 3 clusters Score -2.124467e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 152973 members 
Entering Unmasked Estep 
Score: -21244600.000000 Penalty: 5964.343750
	Iteration 127Q: 3 clusters Score -2.12446e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 153592 members 
Entering Unmasked Estep 
Score: -21244476.000000 Penalty: 5964.343750
	Iteration 128Q: 3 clusters Score -2.124448e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 154203 members 
Entering Unmasked Estep 
Score: -21244364.000000 Penalty: 5964.343750
	Iteration 129Q: 3 clusters Score -2.124436e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 154783 members 
Entering Unmasked Estep 
Score: -21244320.000000 Penalty: 5964.343750
	Iteration 130Q: 3 clusters Score -2.124432e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 155360 members 
Entering Unmasked Estep 
Score: -21244178.000000 Penalty: 5964.343750
	Iteration 131Q: 3 clusters Score -2.124418e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 155929 members 
Entering Unmasked Estep 
Score: -21244102.000000 Penalty: 5964.343750
	Iteration 132Q: 3 clusters Score -2.12441e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 156495 members 
Entering Unmasked Estep 
Score: -21243948.000000 Penalty: 5964.343750
	Iteration 133Q: 3 clusters Score -2.124395e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 157085 members 
Entering Unmasked Estep 
Score: -21243798.000000 Penalty: 5964.343750
	Iteration 134Q: 3 clusters Score -2.12438e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 157636 members 
Entering Unmasked Estep 
Score: -21243596.000000 Penalty: 5964.343750
	Iteration 135Q: 3 clusters Score -2.12436e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 158180 members 
Entering Unmasked Estep 
Score: -21243438.000000 Penalty: 5964.343750
	Iteration 136Q: 3 clusters Score -2.124344e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 158725 members 
Entering Unmasked Estep 
Score: -21243296.000000 Penalty: 5964.343750
	Iteration 137Q: 3 clusters Score -2.12433e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 159246 members 
Entering Unmasked Estep 
Score: -21243226.000000 Penalty: 5964.343750
	Iteration 138Q: 3 clusters Score -2.124323e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 159758 members 
Entering Unmasked Estep 
Score: -21243060.000000 Penalty: 5964.343750
	Iteration 139Q: 3 clusters Score -2.124306e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 160208 members 
Entering Unmasked Estep 
Score: -21242936.000000 Penalty: 5964.343750
	Iteration 140F: 3 clusters Score -2.124294e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 160662 members 
Entering Unmasked Estep 
Score: -21242776.000000 Penalty: 5964.343750
	Iteration 141Q: 3 clusters Score -2.124278e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 161134 members 
Entering Unmasked Estep 
Score: -21242650.000000 Penalty: 5964.343750
	Iteration 142Q: 3 clusters Score -2.124265e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 161551 members 
Entering Unmasked Estep 
Score: -21242444.000000 Penalty: 5964.343750
	Iteration 143Q: 3 clusters Score -2.124244e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 161951 members 
Entering Unmasked Estep 
Score: -21242332.000000 Penalty: 5964.343750
	Iteration 144Q: 3 clusters Score -2.124233e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 162294 members 
Entering Unmasked Estep 
Score: -21242170.000000 Penalty: 5964.343750
	Iteration 145Q: 3 clusters Score -2.124217e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 162621 members 
Entering Unmasked Estep 
Score: -21242006.000000 Penalty: 5964.343750
	Iteration 146Q: 3 clusters Score -2.124201e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 162897 members 
Entering Unmasked Estep 
Score: -21241912.000000 Penalty: 5964.343750
	Iteration 147Q: 3 clusters Score -2.124191e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 163163 members 
Entering Unmasked Estep 
Score: -21241820.000000 Penalty: 5964.343750
	Iteration 148Q: 3 clusters Score -2.124182e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 163416 members 
Entering Unmasked Estep 
Score: -21241642.000000 Penalty: 5964.343750
	Iteration 149Q: 3 clusters Score -2.124164e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 163636 members 
Entering Unmasked Estep 
Score: -21241582.000000 Penalty: 5964.343750
	Iteration 150Q: 3 clusters Score -2.124158e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 163847 members 
Entering Unmasked Estep 
Score: -21241514.000000 Penalty: 5964.343750
	Iteration 151Q: 3 clusters Score -2.124151e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 164017 members 
Entering Unmasked Estep 
Score: -21241436.000000 Penalty: 5964.343750
	Iteration 152Q: 3 clusters Score -2.124144e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 164151 members 
Entering Unmasked Estep 
Score: -21241408.000000 Penalty: 5964.343750
	Iteration 153Q: 3 clusters Score -2.124141e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 164271 members 
Entering Unmasked Estep 
Score: -21241344.000000 Penalty: 5964.343750
	Iteration 154Q: 3 clusters Score -2.124134e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 164366 members 
Entering Unmasked Estep 
Score: -21241256.000000 Penalty: 5964.343750
	Iteration 155Q: 3 clusters Score -2.124126e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 164449 members 
Entering Unmasked Estep 
Score: -21241216.000000 Penalty: 5964.343750
	Iteration 156Q: 3 clusters Score -2.124122e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 164539 members 
Entering Unmasked Estep 
Score: -21241178.000000 Penalty: 5964.343750
	Iteration 157Q: 3 clusters Score -2.124118e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 164636 members 
Entering Unmasked Estep 
Score: -21241168.000000 Penalty: 5964.343750
	Iteration 158Q: 3 clusters Score -2.124117e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 164725 members 
Entering Unmasked Estep 
Score: -21241172.000000 Penalty: 5964.343750
	Iteration 159Q: 3 clusters Score -2.124117e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 164801 members 
Entering Unmasked Estep 
Score: -21241116.000000 Penalty: 5964.343750
	Iteration 160F: 3 clusters Score -2.124112e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 164855 members 
Entering Unmasked Estep 
Score: -21241076.000000 Penalty: 5964.343750
	Iteration 161Q: 3 clusters Score -2.124108e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 164907 members 
Entering Unmasked Estep 
Score: -21241032.000000 Penalty: 5964.343750
	Iteration 162Q: 3 clusters Score -2.124103e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 164957 members 
Entering Unmasked Estep 
Score: -21241010.000000 Penalty: 5964.343750
	Iteration 163Q: 3 clusters Score -2.124101e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 165008 members 
Entering Unmasked Estep 
Score: -21240940.000000 Penalty: 5964.343750
	Iteration 164Q: 3 clusters Score -2.124094e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 165048 members 
Entering Unmasked Estep 
Score: -21240938.000000 Penalty: 5964.343750
	Iteration 165Q: 3 clusters Score -2.124094e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 165083 members 
Entering Unmasked Estep 
Score: -21240934.000000 Penalty: 5964.343750
	Iteration 166Q: 3 clusters Score -2.124093e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 165107 members 
Entering Unmasked Estep 
Score: -21240924.000000 Penalty: 5964.343750
	Iteration 167Q: 3 clusters Score -2.124092e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 165133 members 
Entering Unmasked Estep 
Score: -21240920.000000 Penalty: 5964.343750
	Iteration 168Q: 3 clusters Score -2.124092e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 165156 members 
Entering Unmasked Estep 
Score: -21240902.000000 Penalty: 5964.343750
	Iteration 169Q: 3 clusters Score -2.12409e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 165177 members 
Entering Unmasked Estep 
Score: -21240888.000000 Penalty: 5964.343750
	Iteration 170Q: 3 clusters Score -2.124089e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 165192 members 
Entering Unmasked Estep 
Score: -21240856.000000 Penalty: 5964.343750
	Iteration 171Q: 3 clusters Score -2.124086e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 165213 members 
Entering Unmasked Estep 
Score: -21240858.000000 Penalty: 5964.343750
	Iteration 172Q: 3 clusters Score -2.124086e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 165241 members 
Entering Unmasked Estep 
Score: -21240824.000000 Penalty: 5964.343750
	Iteration 173Q: 3 clusters Score -2.124082e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 165265 members 
Entering Unmasked Estep 
Score: -21240802.000000 Penalty: 5964.343750
	Iteration 174Q: 3 clusters Score -2.12408e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 165292 members 
Entering Unmasked Estep 
Score: -21240792.000000 Penalty: 5964.343750
	Iteration 175Q: 3 clusters Score -2.124079e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 165314 members 
Entering Unmasked Estep 
Score: -21240766.000000 Penalty: 5964.343750
	Iteration 176Q: 3 clusters Score -2.124077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 165326 members 
Entering Unmasked Estep 
Score: -21240762.000000 Penalty: 5964.343750
	Iteration 177Q: 3 clusters Score -2.124076e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 165342 members 
Entering Unmasked Estep 
Score: -21240770.000000 Penalty: 5964.343750
	Iteration 178Q: 3 clusters Score -2.124077e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 165360 members 
Entering Unmasked Estep 
Score: -21240768.000000 Penalty: 5964.343750
	Iteration 179Q: 3 clusters Score -2.124077e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 165375 members 
Entering Unmasked Estep 
Score: -21240764.000000 Penalty: 5964.343750
	Iteration 180F: 3 clusters Score -2.124076e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 165393 members 
Entering Unmasked Estep 
Score: -21240746.000000 Penalty: 5964.343750
	Iteration 181Q: 3 clusters Score -2.124075e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 165410 members 
Entering Unmasked Estep 
Score: -21240738.000000 Penalty: 5964.343750
	Iteration 182Q: 3 clusters Score -2.124074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 165426 members 
Entering Unmasked Estep 
Score: -21240732.000000 Penalty: 5964.343750
	Iteration 183Q: 3 clusters Score -2.124073e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 165441 members 
Entering Unmasked Estep 
Score: -21240734.000000 Penalty: 5964.343750
	Iteration 184Q: 3 clusters Score -2.124073e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 165458 members 
Entering Unmasked Estep 
Score: -21240724.000000 Penalty: 5964.343750
	Iteration 185Q: 3 clusters Score -2.124072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 165467 members 
Entering Unmasked Estep 
Score: -21240726.000000 Penalty: 5964.343750
	Iteration 186Q: 3 clusters Score -2.124073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 165477 members 
Entering Unmasked Estep 
Score: -21240740.000000 Penalty: 5964.343750
	Iteration 187Q: 3 clusters Score -2.124074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 165487 members 
Entering Unmasked Estep 
Score: -21240732.000000 Penalty: 5964.343750
	Iteration 188Q: 3 clusters Score -2.124073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 165496 members 
Entering Unmasked Estep 
Score: -21240724.000000 Penalty: 5964.343750
	Iteration 189Q: 3 clusters Score -2.124072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 165502 members 
Entering Unmasked Estep 
Score: -21240726.000000 Penalty: 5964.343750
	Iteration 190Q: 3 clusters Score -2.124073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 165509 members 
Entering Unmasked Estep 
Score: -21240726.000000 Penalty: 5964.343750
	Iteration 191Q: 3 clusters Score -2.124073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 165512 members 
Entering Unmasked Estep 
Score: -21240724.000000 Penalty: 5964.343750
	Iteration 192Q: 3 clusters Score -2.124072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 165514 members 
Entering Unmasked Estep 
Score: -21240714.000000 Penalty: 5964.343750
	Iteration 193Q: 3 clusters Score -2.124071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 165515 members 
Entering Unmasked Estep 
Score: -21240714.000000 Penalty: 5964.343750
	Iteration 194Q: 3 clusters Score -2.124071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 165516 members 
Entering Unmasked Estep 
Score: -21240724.000000 Penalty: 5964.343750
	Iteration 195Q: 3 clusters Score -2.124072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 165519 members 
Entering Unmasked Estep 
Score: -21240702.000000 Penalty: 5964.343750
	Iteration 196Q: 3 clusters Score -2.12407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 165522 members 
Entering Unmasked Estep 
Score: -21240716.000000 Penalty: 5964.343750
	Iteration 197Q: 3 clusters Score -2.124072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 165525 members 
Entering Unmasked Estep 
Score: -21240686.000000 Penalty: 5964.343750
	Iteration 198Q: 3 clusters Score -2.124069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 165525 members 
Entering Unmasked Estep 
Score: -21240696.000000 Penalty: 5964.343750
	Iteration 199Q: 3 clusters Score -2.12407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 165526 members 
Entering Unmasked Estep 
Score: -21240702.000000 Penalty: 5964.343750
	Iteration 200F: 3 clusters Score -2.12407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -33716.710938 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -33716.71 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 191 members 
Entering Unmasked Estep 
Score: -32377.078125 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -32377.08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32639.843750 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -32639.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32823.417969 Penalty: 2918.127930
	Iteration 2F: 3 clusters Score -32823.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32974.738281 Penalty: 2918.127930
	Iteration 3F: 3 clusters Score -32974.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33091.035156 Penalty: 2918.127930
	Iteration 4F: 3 clusters Score -33091.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33118.535156 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -33118.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33128.269531 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -33128.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33128.269531 Penalty: 2918.127930
	Iteration 7F: 3 clusters Score -33128.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -45112.957031 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -45112.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43604.250000 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -43604.25 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43819.609375 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -43819.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43892.406250 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -43892.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43941.050781 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -43941.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43976.390625 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -43976.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44003.152344 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -44003.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44020.050781 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -44020.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44035.667969 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -44035.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44045.238281 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -44045.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44049.175781 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -44049.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44049.175781 Penalty: 3019.040283
	Iteration 10F: 3 clusters Score -44049.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143964 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 146787 members 
Mstep: Class 4 contains 7798 members 
Mstep: Class 5 contains 120668 members 
Mstep: Class 6 contains 15114 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 9 contains 9194 members 
Mstep: Class 10 contains 147798 members 
Mstep: Class 11 contains 70007 members 
Mstep: Class 12 contains 71848 members 
Mstep: Class 13 contains 77596 members 
Mstep: Class 14 contains 567 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 150167 members 
Mstep: Class 17 contains 114480 members 
Mstep: Class 18 contains 40400 members 
Mstep: Class 19 contains 166856 members 
Mstep: Class 20 contains 359 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333888.000000 Penalty: 76770.804688
Iteration 279Q: 23 clusters Score -1.613339e+08 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143837 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 146486 members 
Mstep: Class 4 contains 7794 members 
Mstep: Class 5 contains 123717 members 
Mstep: Class 6 contains 15083 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 9201 members 
Mstep: Class 10 contains 147646 members 
Mstep: Class 11 contains 69935 members 
Mstep: Class 12 contains 71818 members 
Mstep: Class 13 contains 77549 members 
Mstep: Class 14 contains 568 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 150038 members 
Mstep: Class 17 contains 113648 members 
Mstep: Class 18 contains 39629 members 
Mstep: Class 19 contains 166296 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334592.000000 Penalty: 76770.804688
Iteration 280F: 23 clusters Score -1.613346e+08 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143642 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 146249 members 
Mstep: Class 4 contains 7790 members 
Mstep: Class 5 contains 126795 members 
Mstep: Class 6 contains 15050 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 9204 members 
Mstep: Class 10 contains 147455 members 
Mstep: Class 11 contains 69865 members 
Mstep: Class 12 contains 71791 members 
Mstep: Class 13 contains 77524 members 
Mstep: Class 14 contains 566 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 149859 members 
Mstep: Class 17 contains 112862 members 
Mstep: Class 18 contains 38805 members 
Mstep: Class 19 contains 165789 members 
Mstep: Class 20 contains 349 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334608.000000 Penalty: 76770.804688
Iteration 281Q: 23 clusters Score -1.613346e+08 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143494 members 
Mstep: Class 2 contains 4114 members 
Mstep: Class 3 contains 145958 members 
Mstep: Class 4 contains 7786 members 
Mstep: Class 5 contains 129893 members 
Mstep: Class 6 contains 14998 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1194 members 
Mstep: Class 9 contains 9202 members 
Mstep: Class 10 contains 147248 members 
Mstep: Class 11 contains 69807 members 
Mstep: Class 12 contains 71799 members 
Mstep: Class 13 contains 77498 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 149661 members 
Mstep: Class 17 contains 112105 members 
Mstep: Class 18 contains 37980 members 
Mstep: Class 19 contains 165251 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335472.000000 Penalty: 76770.804688
Iteration 282Q: 23 clusters Score -1.613355e+08 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143266 members 
Mstep: Class 2 contains 4112 members 
Mstep: Class 3 contains 145636 members 
Mstep: Class 4 contains 7782 members 
Mstep: Class 5 contains 133083 members 
Mstep: Class 6 contains 14961 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1194 members 
Mstep: Class 9 contains 9191 members 
Mstep: Class 10 contains 147008 members 
Mstep: Class 11 contains 69731 members 
Mstep: Class 12 contains 71773 members 
Mstep: Class 13 contains 77468 members 
Mstep: Class 14 contains 561 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 149525 members 
Mstep: Class 17 contains 111385 members 
Mstep: Class 18 contains 37198 members 
Mstep: Class 19 contains 164676 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335648.000000 Penalty: 76770.804688
Iteration 283Q: 23 clusters Score -1.613356e+08 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 142962 members 
Mstep: Class 2 contains 4112 members 
Mstep: Class 3 contains 145313 members 
Mstep: Class 4 contains 7781 members 
Mstep: Class 5 contains 136342 members 
Mstep: Class 6 contains 14921 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1194 members 
Mstep: Class 9 contains 9199 members 
Mstep: Class 10 contains 146789 members 
Mstep: Class 11 contains 69614 members 
Mstep: Class 12 contains 71754 members 
Mstep: Class 13 contains 77435 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 149406 members 
Mstep: Class 17 contains 110685 members 
Mstep: Class 18 contains 36420 members 
Mstep: Class 19 contains 164062 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336192.000000 Penalty: 76770.804688
Iteration 284Q: 23 clusters Score -1.613362e+08 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 142565 members 
Mstep: Class 2 contains 4114 members 
Mstep: Class 3 contains 144965 members 
Mstep: Class 4 contains 7777 members 
Mstep: Class 5 contains 139643 members 
Mstep: Class 6 contains 14890 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1191 members 
Mstep: Class 9 contains 9203 members 
Mstep: Class 10 contains 146559 members 
Mstep: Class 11 contains 69509 members 
Mstep: Class 12 contains 71753 members 
Mstep: Class 13 contains 77402 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 149236 members 
Mstep: Class 17 contains 110033 members 
Mstep: Class 18 contains 35679 members 
Mstep: Class 19 contains 163470 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336160.000000 Penalty: 76770.804688
Iteration 285Q: 23 clusters Score -1.613362e+08 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 142207 members 
Mstep: Class 2 contains 4114 members 
Mstep: Class 3 contains 144629 members 
Mstep: Class 4 contains 7778 members 
Mstep: Class 5 contains 142893 members 
Mstep: Class 6 contains 14856 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 9202 members 
Mstep: Class 10 contains 146341 members 
Mstep: Class 11 contains 69366 members 
Mstep: Class 12 contains 71742 members 
Mstep: Class 13 contains 77368 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 149027 members 
Mstep: Class 17 contains 109402 members 
Mstep: Class 18 contains 34978 members 
Mstep: Class 19 contains 162894 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336416.000000 Penalty: 76770.804688
Iteration 286Q: 23 clusters Score -1.613364e+08 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 141767 members 
Mstep: Class 2 contains 4114 members 
Mstep: Class 3 contains 144287 members 
Mstep: Class 4 contains 7777 members 
Mstep: Class 5 contains 146165 members 
Mstep: Class 6 contains 14821 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 9211 members 
Mstep: Class 10 contains 146185 members 
Mstep: Class 11 contains 69190 members 
Mstep: Class 12 contains 71736 members 
Mstep: Class 13 contains 77340 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148963 members 
Mstep: Class 17 contains 108775 members 
Mstep: Class 18 contains 34243 members 
Mstep: Class 19 contains 162222 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336992.000000 Penalty: 76770.804688
Iteration 287Q: 23 clusters Score -1.61337e+08 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 141356 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 143887 members 
Mstep: Class 4 contains 7769 members 
Mstep: Class 5 contains 149644 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1189 members 
Mstep: Class 9 contains 9210 members 
Mstep: Class 10 contains 145913 members 
Mstep: Class 11 contains 68996 members 
Mstep: Class 12 contains 71745 members 
Mstep: Class 13 contains 77318 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148925 members 
Mstep: Class 17 contains 108153 members 
Mstep: Class 18 contains 33554 members 
Mstep: Class 19 contains 161405 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337216.000000 Penalty: 76770.804688
Iteration 288Q: 23 clusters Score -1.613372e+08 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 140950 members 
Mstep: Class 2 contains 4116 members 
Mstep: Class 3 contains 143466 members 
Mstep: Class 4 contains 7764 members 
Mstep: Class 5 contains 153221 members 
Mstep: Class 6 contains 14786 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 9225 members 
Mstep: Class 10 contains 145622 members 
Mstep: Class 11 contains 68803 members 
Mstep: Class 12 contains 71714 members 
Mstep: Class 13 contains 77303 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 149305 members 
Mstep: Class 17 contains 107537 members 
Mstep: Class 18 contains 32882 members 
Mstep: Class 19 contains 160109 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337520.000000 Penalty: 76770.804688
Iteration 289Q: 23 clusters Score -1.613375e+08 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 140568 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 143085 members 
Mstep: Class 4 contains 7760 members 
Mstep: Class 5 contains 156933 members 
Mstep: Class 6 contains 14745 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 9238 members 
Mstep: Class 10 contains 145391 members 
Mstep: Class 11 contains 68577 members 
Mstep: Class 12 contains 71687 members 
Mstep: Class 13 contains 77304 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 150014 members 
Mstep: Class 17 contains 106987 members 
Mstep: Class 18 contains 32229 members 
Mstep: Class 19 contains 158169 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336720.000000 Penalty: 76770.804688
Iteration 290Q: 23 clusters Score -1.613367e+08 nChanged 13030
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 140290 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 142764 members 
Mstep: Class 4 contains 7756 members 
Mstep: Class 5 contains 160293 members 
Mstep: Class 6 contains 14720 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 9232 members 
Mstep: Class 10 contains 145332 members 
Mstep: Class 11 contains 68394 members 
Mstep: Class 12 contains 71598 members 
Mstep: Class 13 contains 77316 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 150999 members 
Mstep: Class 17 contains 106605 members 
Mstep: Class 18 contains 31672 members 
Mstep: Class 19 contains 155716 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337184.000000 Penalty: 76770.804688
Iteration 291Q: 23 clusters Score -1.613372e+08 nChanged 13938
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 140083 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 142653 members 
Mstep: Class 4 contains 7749 members 
Mstep: Class 5 contains 162746 members 
Mstep: Class 6 contains 14674 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 9256 members 
Mstep: Class 10 contains 145524 members 
Mstep: Class 11 contains 68232 members 
Mstep: Class 12 contains 71452 members 
Mstep: Class 13 contains 77386 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 152065 members 
Mstep: Class 17 contains 106475 members 
Mstep: Class 18 contains 31231 members 
Mstep: Class 19 contains 153164 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335904.000000 Penalty: 76770.804688
Iteration 292Q: 23 clusters Score -1.613359e+08 nChanged 14325
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 140179 members 
Mstep: Class 2 contains 4116 members 
Mstep: Class 3 contains 142758 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 164249 members 
Mstep: Class 6 contains 14667 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 9255 members 
Mstep: Class 10 contains 145935 members 
Mstep: Class 11 contains 68135 members 
Mstep: Class 12 contains 71248 members 
Mstep: Class 13 contains 77508 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 153033 members 
Mstep: Class 17 contains 106493 members 
Mstep: Class 18 contains 30868 members 
Mstep: Class 19 contains 150621 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334848.000000 Penalty: 76770.804688
Iteration 293Q: 23 clusters Score -1.613348e+08 nChanged 13452
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 140558 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 142969 members 
Mstep: Class 4 contains 7729 members 
Mstep: Class 5 contains 164738 members 
Mstep: Class 6 contains 14716 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 9250 members 
Mstep: Class 10 contains 146526 members 
Mstep: Class 11 contains 68090 members 
Mstep: Class 12 contains 71021 members 
Mstep: Class 13 contains 77625 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 153833 members 
Mstep: Class 17 contains 106696 members 
Mstep: Class 18 contains 30648 members 
Mstep: Class 19 contains 148294 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333872.000000 Penalty: 76770.804688
Iteration 294Q: 23 clusters Score -1.613339e+08 nChanged 12318
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 141156 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 143337 members 
Mstep: Class 4 contains 7710 members 
Mstep: Class 5 contains 164472 members 
Mstep: Class 6 contains 14780 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 9261 members 
Mstep: Class 10 contains 147261 members 
Mstep: Class 11 contains 68056 members 
Mstep: Class 12 contains 70831 members 
Mstep: Class 13 contains 77727 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 154356 members 
Mstep: Class 17 contains 107072 members 
Mstep: Class 18 contains 30496 members 
Mstep: Class 19 contains 146179 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333776.000000 Penalty: 76770.804688
Iteration 295Q: 23 clusters Score -1.613338e+08 nChanged 11348
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 141932 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 143759 members 
Mstep: Class 4 contains 7689 members 
Mstep: Class 5 contains 163599 members 
Mstep: Class 6 contains 14837 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9276 members 
Mstep: Class 10 contains 148017 members 
Mstep: Class 11 contains 68106 members 
Mstep: Class 12 contains 70615 members 
Mstep: Class 13 contains 77846 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 154792 members 
Mstep: Class 17 contains 107456 members 
Mstep: Class 18 contains 30460 members 
Mstep: Class 19 contains 144314 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332960.000000 Penalty: 76770.804688
Iteration 296Q: 23 clusters Score -1.61333e+08 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 142878 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 144202 members 
Mstep: Class 4 contains 7672 members 
Mstep: Class 5 contains 162400 members 
Mstep: Class 6 contains 14920 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 148761 members 
Mstep: Class 11 contains 68187 members 
Mstep: Class 12 contains 70417 members 
Mstep: Class 13 contains 77944 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 154950 members 
Mstep: Class 17 contains 107870 members 
Mstep: Class 18 contains 30485 members 
Mstep: Class 19 contains 142730 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333776.000000 Penalty: 76770.804688
Iteration 297Q: 23 clusters Score -1.613338e+08 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143810 members 
Mstep: Class 2 contains 4116 members 
Mstep: Class 3 contains 144590 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 161143 members 
Mstep: Class 6 contains 14993 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9298 members 
Mstep: Class 10 contains 149441 members 
Mstep: Class 11 contains 68309 members 
Mstep: Class 12 contains 70225 members 
Mstep: Class 13 contains 78030 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 155053 members 
Mstep: Class 17 contains 108291 members 
Mstep: Class 18 contains 30514 members 
Mstep: Class 19 contains 141351 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333136.000000 Penalty: 76770.804688
Iteration 298Q: 23 clusters Score -1.613331e+08 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144656 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 144927 members 
Mstep: Class 4 contains 7627 members 
Mstep: Class 5 contains 160043 members 
Mstep: Class 6 contains 15067 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9309 members 
Mstep: Class 10 contains 149976 members 
Mstep: Class 11 contains 68409 members 
Mstep: Class 12 contains 70022 members 
Mstep: Class 13 contains 78118 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 155038 members 
Mstep: Class 17 contains 108688 members 
Mstep: Class 18 contains 30569 members 
Mstep: Class 19 contains 140247 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333168.000000 Penalty: 76770.804688
Iteration 299Q: 23 clusters Score -1.613332e+08 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145373 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 145216 members 
Mstep: Class 4 contains 7605 members 
Mstep: Class 5 contains 159136 members 
Mstep: Class 6 contains 15118 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9317 members 
Mstep: Class 10 contains 150323 members 
Mstep: Class 11 contains 68565 members 
Mstep: Class 12 contains 69850 members 
Mstep: Class 13 contains 78168 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 154978 members 
Mstep: Class 17 contains 109043 members 
Mstep: Class 18 contains 30622 members 
Mstep: Class 19 contains 139382 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334064.000000 Penalty: 76770.804688
Iteration 300F: 23 clusters Score -1.613341e+08 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145821 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 145415 members 
Mstep: Class 4 contains 7582 members 
Mstep: Class 5 contains 158978 members 
Mstep: Class 6 contains 15183 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9322 members 
Mstep: Class 10 contains 150526 members 
Mstep: Class 11 contains 68725 members 
Mstep: Class 12 contains 69706 members 
Mstep: Class 13 contains 78205 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 154907 members 
Mstep: Class 17 contains 109409 members 
Mstep: Class 18 contains 30673 members 
Mstep: Class 19 contains 138243 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333888.000000 Penalty: 76770.804688
Iteration 301Q: 23 clusters Score -1.613339e+08 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146169 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 145595 members 
Mstep: Class 4 contains 7559 members 
Mstep: Class 5 contains 158994 members 
Mstep: Class 6 contains 15234 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9332 members 
Mstep: Class 10 contains 150688 members 
Mstep: Class 11 contains 68844 members 
Mstep: Class 12 contains 69556 members 
Mstep: Class 13 contains 78243 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 154747 members 
Mstep: Class 17 contains 109764 members 
Mstep: Class 18 contains 30753 members 
Mstep: Class 19 contains 137220 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333616.000000 Penalty: 76770.804688
Iteration 302Q: 23 clusters Score -1.613336e+08 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146419 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 145770 members 
Mstep: Class 4 contains 7539 members 
Mstep: Class 5 contains 159155 members 
Mstep: Class 6 contains 15271 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 150811 members 
Mstep: Class 11 contains 68963 members 
Mstep: Class 12 contains 69402 members 
Mstep: Class 13 contains 78257 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 154551 members 
Mstep: Class 17 contains 110102 members 
Mstep: Class 18 contains 30845 members 
Mstep: Class 19 contains 136280 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333248.000000 Penalty: 76770.804688
Iteration 303Q: 23 clusters Score -1.613332e+08 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146570 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 145943 members 
Mstep: Class 4 contains 7516 members 
Mstep: Class 5 contains 159421 members 
Mstep: Class 6 contains 15303 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 9344 members 
Mstep: Class 10 contains 150947 members 
Mstep: Class 11 contains 69059 members 
Mstep: Class 12 contains 69272 members 
Mstep: Class 13 contains 78287 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 154382 members 
Mstep: Class 17 contains 110417 members 
Mstep: Class 18 contains 30923 members 
Mstep: Class 19 contains 135315 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333456.000000 Penalty: 76770.804688
Iteration 304Q: 23 clusters Score -1.613335e+08 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146620 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 146105 members 
Mstep: Class 4 contains 7501 members 
Mstep: Class 5 contains 159693 members 
Mstep: Class 6 contains 15340 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 9355 members 
Mstep: Class 10 contains 151105 members 
Mstep: Class 11 contains 69165 members 
Mstep: Class 12 contains 69121 members 
Mstep: Class 13 contains 78302 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 154178 members 
Mstep: Class 17 contains 110755 members 
Mstep: Class 18 contains 31005 members 
Mstep: Class 19 contains 134455 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333200.000000 Penalty: 76770.804688
Iteration 305Q: 23 clusters Score -1.613332e+08 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146624 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 146251 members 
Mstep: Class 4 contains 7487 members 
Mstep: Class 5 contains 159946 members 
Mstep: Class 6 contains 15371 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 9360 members 
Mstep: Class 10 contains 151284 members 
Mstep: Class 11 contains 69304 members 
Mstep: Class 12 contains 68996 members 
Mstep: Class 13 contains 78321 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 153912 members 
Mstep: Class 17 contains 111109 members 
Mstep: Class 18 contains 31076 members 
Mstep: Class 19 contains 133660 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333488.000000 Penalty: 76770.804688
Iteration 306Q: 23 clusters Score -1.613335e+08 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146558 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 146434 members 
Mstep: Class 4 contains 7476 members 
Mstep: Class 5 contains 160204 members 
Mstep: Class 6 contains 15395 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9370 members 
Mstep: Class 10 contains 151417 members 
Mstep: Class 11 contains 69458 members 
Mstep: Class 12 contains 68872 members 
Mstep: Class 13 contains 78341 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 153641 members 
Mstep: Class 17 contains 111481 members 
Mstep: Class 18 contains 31101 members 
Mstep: Class 19 contains 132953 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333312.000000 Penalty: 76770.804688
Iteration 307Q: 23 clusters Score -1.613333e+08 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146499 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 146553 members 
Mstep: Class 4 contains 7466 members 
Mstep: Class 5 contains 160424 members 
Mstep: Class 6 contains 15420 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 9374 members 
Mstep: Class 10 contains 151505 members 
Mstep: Class 11 contains 69598 members 
Mstep: Class 12 contains 68756 members 
Mstep: Class 13 contains 78348 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 153415 members 
Mstep: Class 17 contains 111898 members 
Mstep: Class 18 contains 31126 members 
Mstep: Class 19 contains 132319 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333408.000000 Penalty: 76770.804688
Iteration 308Q: 23 clusters Score -1.613334e+08 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146474 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 146643 members 
Mstep: Class 4 contains 7454 members 
Mstep: Class 5 contains 160633 members 
Mstep: Class 6 contains 15430 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9382 members 
Mstep: Class 10 contains 151582 members 
Mstep: Class 11 contains 69711 members 
Mstep: Class 12 contains 68667 members 
Mstep: Class 13 contains 78372 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 153174 members 
Mstep: Class 17 contains 112341 members 
Mstep: Class 18 contains 31153 members 
Mstep: Class 19 contains 131684 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333648.000000 Penalty: 76770.804688
Iteration 309Q: 23 clusters Score -1.613336e+08 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146461 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 146703 members 
Mstep: Class 4 contains 7443 members 
Mstep: Class 5 contains 160842 members 
Mstep: Class 6 contains 15441 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9386 members 
Mstep: Class 10 contains 151677 members 
Mstep: Class 11 contains 69816 members 
Mstep: Class 12 contains 68575 members 
Mstep: Class 13 contains 78375 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 152971 members 
Mstep: Class 17 contains 112757 members 
Mstep: Class 18 contains 31172 members 
Mstep: Class 19 contains 131080 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333488.000000 Penalty: 76770.804688
Iteration 310Q: 23 clusters Score -1.613335e+08 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146467 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 146774 members 
Mstep: Class 4 contains 7433 members 
Mstep: Class 5 contains 161018 members 
Mstep: Class 6 contains 15451 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9390 members 
Mstep: Class 10 contains 151759 members 
Mstep: Class 11 contains 69923 members 
Mstep: Class 12 contains 68497 members 
Mstep: Class 13 contains 78380 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 152752 members 
Mstep: Class 17 contains 113159 members 
Mstep: Class 18 contains 31168 members 
Mstep: Class 19 contains 130529 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333584.000000 Penalty: 76770.804688
Iteration 311Q: 23 clusters Score -1.613336e+08 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146460 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 146854 members 
Mstep: Class 4 contains 7423 members 
Mstep: Class 5 contains 161141 members 
Mstep: Class 6 contains 15461 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 9 contains 9394 members 
Mstep: Class 10 contains 151843 members 
Mstep: Class 11 contains 70018 members 
Mstep: Class 12 contains 68424 members 
Mstep: Class 13 contains 78384 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 152532 members 
Mstep: Class 17 contains 113549 members 
Mstep: Class 18 contains 31175 members 
Mstep: Class 19 contains 130045 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333312.000000 Penalty: 76770.804688
Iteration 312Q: 23 clusters Score -1.613333e+08 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146490 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 146938 members 
Mstep: Class 4 contains 7412 members 
Mstep: Class 5 contains 161221 members 
Mstep: Class 6 contains 15473 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 9390 members 
Mstep: Class 10 contains 151896 members 
Mstep: Class 11 contains 70131 members 
Mstep: Class 12 contains 68363 members 
Mstep: Class 13 contains 78381 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 152291 members 
Mstep: Class 17 contains 113918 members 
Mstep: Class 18 contains 31191 members 
Mstep: Class 19 contains 129607 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333408.000000 Penalty: 76770.804688
Iteration 313Q: 23 clusters Score -1.613334e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146514 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 146984 members 
Mstep: Class 4 contains 7402 members 
Mstep: Class 5 contains 161339 members 
Mstep: Class 6 contains 15493 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9389 members 
Mstep: Class 10 contains 151928 members 
Mstep: Class 11 contains 70197 members 
Mstep: Class 12 contains 68335 members 
Mstep: Class 13 contains 78393 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 152100 members 
Mstep: Class 17 contains 114241 members 
Mstep: Class 18 contains 31190 members 
Mstep: Class 19 contains 129197 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333504.000000 Penalty: 76770.804688
Iteration 314Q: 23 clusters Score -1.613335e+08 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146508 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 147056 members 
Mstep: Class 4 contains 7391 members 
Mstep: Class 5 contains 161435 members 
Mstep: Class 6 contains 15511 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 9391 members 
Mstep: Class 10 contains 151955 members 
Mstep: Class 11 contains 70259 members 
Mstep: Class 12 contains 68289 members 
Mstep: Class 13 contains 78408 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 151931 members 
Mstep: Class 17 contains 114545 members 
Mstep: Class 18 contains 31179 members 
Mstep: Class 19 contains 128841 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333616.000000 Penalty: 76770.804688
Iteration 315Q: 23 clusters Score -1.613336e+08 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146496 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 147092 members 
Mstep: Class 4 contains 7386 members 
Mstep: Class 5 contains 161544 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 9389 members 
Mstep: Class 10 contains 152014 members 
Mstep: Class 11 contains 70344 members 
Mstep: Class 12 contains 68233 members 
Mstep: Class 13 contains 78406 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 151802 members 
Mstep: Class 17 contains 114814 members 
Mstep: Class 18 contains 31149 members 
Mstep: Class 19 contains 128500 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333232.000000 Penalty: 76770.804688
Iteration 316Q: 23 clusters Score -1.613332e+08 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146498 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 147127 members 
Mstep: Class 4 contains 7381 members 
Mstep: Class 5 contains 161618 members 
Mstep: Class 6 contains 15541 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 9386 members 
Mstep: Class 10 contains 152074 members 
Mstep: Class 11 contains 70427 members 
Mstep: Class 12 contains 68192 members 
Mstep: Class 13 contains 78418 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 151676 members 
Mstep: Class 17 contains 115054 members 
Mstep: Class 18 contains 31146 members 
Mstep: Class 19 contains 128161 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332912.000000 Penalty: 76770.804688
Iteration 317Q: 23 clusters Score -1.613329e+08 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146498 members 
Mstep: Class 2 contains 4116 members 
Mstep: Class 3 contains 147143 members 
Mstep: Class 4 contains 7377 members 
Mstep: Class 5 contains 161664 members 
Mstep: Class 6 contains 15541 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1172 members 
Mstep: Class 9 contains 9386 members 
Mstep: Class 10 contains 152144 members 
Mstep: Class 11 contains 70510 members 
Mstep: Class 12 contains 68170 members 
Mstep: Class 13 contains 78429 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 151549 members 
Mstep: Class 17 contains 115292 members 
Mstep: Class 18 contains 31161 members 
Mstep: Class 19 contains 127837 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332784.000000 Penalty: 76770.804688
Iteration 318Q: 23 clusters Score -1.613328e+08 nChanged 2477
Entering ConstructFrom: 
Score: -161332784.000000 Penalty: 76770.804688
Entering ConstructFrom: 
Trying to split cluster 1 (146465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146465 members 
Entering Unmasked Estep 
Score: -18615368.000000 Penalty: 2949.846436
	Iteration 0F: 2 clusters Score -1.861537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 73153 members 
Entering Unmasked Estep 
Score: -18518266.000000 Penalty: 5899.692871
	Iteration 0F: 3 clusters Score -1.851827e+07 nChanged 69950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74000 members 
Mstep: Class 2 contains 72465 members 
Entering Unmasked Estep 
Score: -18559072.000000 Penalty: 5899.692871
	Iteration 1F: 3 clusters Score -1.855907e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74490 members 
Mstep: Class 2 contains 71975 members 
Entering Unmasked Estep 
Score: -18560280.000000 Penalty: 5899.692871
	Iteration 2Q: 3 clusters Score -1.856028e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75214 members 
Mstep: Class 2 contains 71251 members 
Entering Unmasked Estep 
Score: -18561750.000000 Penalty: 5899.692871
	Iteration 3Q: 3 clusters Score -1.856175e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76474 members 
Mstep: Class 2 contains 69991 members 
Entering Unmasked Estep 
Score: -18563418.000000 Penalty: 5899.692871
	Iteration 4Q: 3 clusters Score -1.856342e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78465 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -18565804.000000 Penalty: 5899.692871
	Iteration 5Q: 3 clusters Score -1.85658e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81492 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -18569080.000000 Penalty: 5899.692871
	Iteration 6Q: 3 clusters Score -1.856908e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85970 members 
Mstep: Class 2 contains 60495 members 
Entering Unmasked Estep 
Score: -18573532.000000 Penalty: 5899.692871
	Iteration 7F: 3 clusters Score -1.857353e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -18580008.000000 Penalty: 5899.692871
	Iteration 8F: 3 clusters Score -1.858001e+07 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97429 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -18587552.000000 Penalty: 5899.692871
	Iteration 9F: 3 clusters Score -1.858755e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102129 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -18593354.000000 Penalty: 5899.692871
	Iteration 10F: 3 clusters Score -1.859335e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105554 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -18596682.000000 Penalty: 5899.692871
	Iteration 11Q: 3 clusters Score -1.859668e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108414 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -18598364.000000 Penalty: 5899.692871
	Iteration 12Q: 3 clusters Score -1.859836e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111004 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -18599636.000000 Penalty: 5899.692871
	Iteration 13Q: 3 clusters Score -1.859964e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113552 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -18600690.000000 Penalty: 5899.692871
	Iteration 14Q: 3 clusters Score -1.860069e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116094 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -18601980.000000 Penalty: 5899.692871
	Iteration 15Q: 3 clusters Score -1.860198e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118573 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -18603100.000000 Penalty: 5899.692871
	Iteration 16Q: 3 clusters Score -1.86031e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120914 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -18604240.000000 Penalty: 5899.692871
	Iteration 17Q: 3 clusters Score -1.860424e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123132 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -18605392.000000 Penalty: 5899.692871
	Iteration 18Q: 3 clusters Score -1.860539e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125066 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -18606362.000000 Penalty: 5899.692871
	Iteration 19Q: 3 clusters Score -1.860636e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126830 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -18607112.000000 Penalty: 5899.692871
	Iteration 20F: 3 clusters Score -1.860711e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128534 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -18607856.000000 Penalty: 5899.692871
	Iteration 21Q: 3 clusters Score -1.860786e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130088 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -18608416.000000 Penalty: 5899.692871
	Iteration 22Q: 3 clusters Score -1.860842e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131502 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -18609056.000000 Penalty: 5899.692871
	Iteration 23Q: 3 clusters Score -1.860906e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132892 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -18609620.000000 Penalty: 5899.692871
	Iteration 24Q: 3 clusters Score -1.860962e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134213 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -18610132.000000 Penalty: 5899.692871
	Iteration 25Q: 3 clusters Score -1.861013e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135422 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -18610660.000000 Penalty: 5899.692871
	Iteration 26Q: 3 clusters Score -1.861066e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136482 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -18610952.000000 Penalty: 5899.692871
	Iteration 27Q: 3 clusters Score -1.861095e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137460 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -18611378.000000 Penalty: 5899.692871
	Iteration 28Q: 3 clusters Score -1.861138e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138357 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -18611676.000000 Penalty: 5899.692871
	Iteration 29Q: 3 clusters Score -1.861168e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139177 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -18612008.000000 Penalty: 5899.692871
	Iteration 30Q: 3 clusters Score -1.861201e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139954 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -18612302.000000 Penalty: 5899.692871
	Iteration 31Q: 3 clusters Score -1.86123e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140595 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -18612594.000000 Penalty: 5899.692871
	Iteration 32Q: 3 clusters Score -1.861259e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141149 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -18612742.000000 Penalty: 5899.692871
	Iteration 33Q: 3 clusters Score -1.861274e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141640 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -18612936.000000 Penalty: 5899.692871
	Iteration 34Q: 3 clusters Score -1.861294e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142043 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -18613050.000000 Penalty: 5899.692871
	Iteration 35Q: 3 clusters Score -1.861305e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142391 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -18613142.000000 Penalty: 5899.692871
	Iteration 36Q: 3 clusters Score -1.861314e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142698 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -18613208.000000 Penalty: 5899.692871
	Iteration 37Q: 3 clusters Score -1.861321e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142945 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -18613260.000000 Penalty: 5899.692871
	Iteration 38Q: 3 clusters Score -1.861326e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143171 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -18613264.000000 Penalty: 5899.692871
	Iteration 39Q: 3 clusters Score -1.861326e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143367 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -18613314.000000 Penalty: 5899.692871
	Iteration 40F: 3 clusters Score -1.861331e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143523 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -18613288.000000 Penalty: 5899.692871
	Iteration 41Q: 3 clusters Score -1.861329e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143648 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -18613308.000000 Penalty: 5899.692871
	Iteration 42Q: 3 clusters Score -1.861331e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143751 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -18613366.000000 Penalty: 5899.692871
	Iteration 43Q: 3 clusters Score -1.861337e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143865 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -18613380.000000 Penalty: 5899.692871
	Iteration 44Q: 3 clusters Score -1.861338e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143954 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -18613360.000000 Penalty: 5899.692871
	Iteration 45Q: 3 clusters Score -1.861336e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144041 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -18613386.000000 Penalty: 5899.692871
	Iteration 46Q: 3 clusters Score -1.861339e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144107 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -18613402.000000 Penalty: 5899.692871
	Iteration 47Q: 3 clusters Score -1.86134e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144169 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -18613396.000000 Penalty: 5899.692871
	Iteration 48Q: 3 clusters Score -1.86134e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144242 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -18613396.000000 Penalty: 5899.692871
	Iteration 49Q: 3 clusters Score -1.86134e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144302 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -18613422.000000 Penalty: 5899.692871
	Iteration 50Q: 3 clusters Score -1.861342e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144345 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -18613432.000000 Penalty: 5899.692871
	Iteration 51Q: 3 clusters Score -1.861343e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144386 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -18613444.000000 Penalty: 5899.692871
	Iteration 52Q: 3 clusters Score -1.861344e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144417 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -18613422.000000 Penalty: 5899.692871
	Iteration 53Q: 3 clusters Score -1.861342e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144442 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -18613398.000000 Penalty: 5899.692871
	Iteration 54Q: 3 clusters Score -1.86134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144462 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -18613402.000000 Penalty: 5899.692871
	Iteration 55Q: 3 clusters Score -1.86134e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144483 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -18613378.000000 Penalty: 5899.692871
	Iteration 56Q: 3 clusters Score -1.861338e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144500 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -18613376.000000 Penalty: 5899.692871
	Iteration 57Q: 3 clusters Score -1.861338e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144526 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -18613386.000000 Penalty: 5899.692871
	Iteration 58Q: 3 clusters Score -1.861339e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144550 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -18613380.000000 Penalty: 5899.692871
	Iteration 59Q: 3 clusters Score -1.861338e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144574 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -18613392.000000 Penalty: 5899.692871
	Iteration 60F: 3 clusters Score -1.861339e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144585 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -18613412.000000 Penalty: 5899.692871
	Iteration 61Q: 3 clusters Score -1.861341e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144603 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -18613436.000000 Penalty: 5899.692871
	Iteration 62Q: 3 clusters Score -1.861344e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144626 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -18613424.000000 Penalty: 5899.692871
	Iteration 63Q: 3 clusters Score -1.861342e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144650 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -18613402.000000 Penalty: 5899.692871
	Iteration 64Q: 3 clusters Score -1.86134e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144669 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -18613416.000000 Penalty: 5899.692871
	Iteration 65Q: 3 clusters Score -1.861342e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144691 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -18613416.000000 Penalty: 5899.692871
	Iteration 66Q: 3 clusters Score -1.861342e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144706 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -18613400.000000 Penalty: 5899.692871
	Iteration 67Q: 3 clusters Score -1.86134e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144726 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -18613412.000000 Penalty: 5899.692871
	Iteration 68Q: 3 clusters Score -1.861341e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144737 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -18613422.000000 Penalty: 5899.692871
	Iteration 69Q: 3 clusters Score -1.861342e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144753 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -18613440.000000 Penalty: 5899.692871
	Iteration 70Q: 3 clusters Score -1.861344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144762 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -18613452.000000 Penalty: 5899.692871
	Iteration 71Q: 3 clusters Score -1.861345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144768 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -18613444.000000 Penalty: 5899.692871
	Iteration 72Q: 3 clusters Score -1.861344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144770 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -18613430.000000 Penalty: 5899.692871
	Iteration 73Q: 3 clusters Score -1.861343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144776 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -18613446.000000 Penalty: 5899.692871
	Iteration 74Q: 3 clusters Score -1.861345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144777 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -18613442.000000 Penalty: 5899.692871
	Iteration 75Q: 3 clusters Score -1.861344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144778 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -18613446.000000 Penalty: 5899.692871
	Iteration 76Q: 3 clusters Score -1.861345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144778 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -18613430.000000 Penalty: 5899.692871
	Iteration 77Q: 3 clusters Score -1.861343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144778 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -18613444.000000 Penalty: 5899.692871
	Iteration 78Q: 3 clusters Score -1.861344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144778 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -18613428.000000 Penalty: 5899.692871
	Iteration 79Q: 3 clusters Score -1.861343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144778 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -18613428.000000 Penalty: 5899.692871
	Iteration 80F: 3 clusters Score -1.861343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -509026.562500 Penalty: 2064.014160
	Iteration 0F: 2 clusters Score -509026.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -505046.250000 Penalty: 4128.028320
	Iteration 0F: 3 clusters Score -505046.2 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -505954.843750 Penalty: 4128.028320
	Iteration 1F: 3 clusters Score -505954.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -506174.156250 Penalty: 4128.028320
	Iteration 2F: 3 clusters Score -506174.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -506311.531250 Penalty: 4128.028320
	Iteration 3F: 3 clusters Score -506311.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -506452.656250 Penalty: 4128.028320
	Iteration 4Q: 3 clusters Score -506452.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -506634.656250 Penalty: 4128.028320
	Iteration 5Q: 3 clusters Score -506634.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -506818.625000 Penalty: 4128.028320
	Iteration 6Q: 3 clusters Score -506818.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -507065.406250 Penalty: 4128.028320
	Iteration 7F: 3 clusters Score -507065.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -507304.906250 Penalty: 4128.028320
	Iteration 8F: 3 clusters Score -507304.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -507533.562500 Penalty: 4128.028320
	Iteration 9Q: 3 clusters Score -507533.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -507789.218750 Penalty: 4128.028320
	Iteration 10F: 3 clusters Score -507789.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -508015.875000 Penalty: 4128.028320
	Iteration 11Q: 3 clusters Score -508015.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -508188.593750 Penalty: 4128.028320
	Iteration 12Q: 3 clusters Score -508188.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -508322.875000 Penalty: 4128.028320
	Iteration 13Q: 3 clusters Score -508322.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -508468.718750 Penalty: 4128.028320
	Iteration 14Q: 3 clusters Score -508468.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -508554.875000 Penalty: 4128.028320
	Iteration 15Q: 3 clusters Score -508554.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -508608.562500 Penalty: 4128.028320
	Iteration 16Q: 3 clusters Score -508608.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -508647.062500 Penalty: 4128.028320
	Iteration 17Q: 3 clusters Score -508647.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -508677.812500 Penalty: 4128.028320
	Iteration 18Q: 3 clusters Score -508677.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -508696.812500 Penalty: 4128.028320
	Iteration 19Q: 3 clusters Score -508696.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -508704.812500 Penalty: 4128.028320
	Iteration 20F: 3 clusters Score -508704.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -508705.781250 Penalty: 4128.028320
	Iteration 21Q: 3 clusters Score -508705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -508706.687500 Penalty: 4128.028320
	Iteration 22Q: 3 clusters Score -508706.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -508707.593750 Penalty: 4128.028320
	Iteration 23Q: 3 clusters Score -508707.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -508707.500000 Penalty: 4128.028320
	Iteration 24Q: 3 clusters Score -508707.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -508707.906250 Penalty: 4128.028320
	Iteration 25Q: 3 clusters Score -508707.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -508707.906250 Penalty: 4128.028320
	Iteration 26F: 3 clusters Score -508707.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (147188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147188 members 
Entering Unmasked Estep 
Score: -18967484.000000 Penalty: 2951.067383
	Iteration 0F: 2 clusters Score -1.896748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 74048 members 
Entering Unmasked Estep 
Score: -18873598.000000 Penalty: 5902.134766
	Iteration 0F: 3 clusters Score -1.88736e+07 nChanged 70113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 80651 members 
Entering Unmasked Estep 
Score: -18914572.000000 Penalty: 5902.134766
	Iteration 1F: 3 clusters Score -1.891457e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 85459 members 
Entering Unmasked Estep 
Score: -18916658.000000 Penalty: 5902.134766
	Iteration 2Q: 3 clusters Score -1.891666e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 92611 members 
Entering Unmasked Estep 
Score: -18920080.000000 Penalty: 5902.134766
	Iteration 3F: 3 clusters Score -1.892008e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 102457 members 
Entering Unmasked Estep 
Score: -18925992.000000 Penalty: 5902.134766
	Iteration 4F: 3 clusters Score -1.892599e+07 nChanged 12267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 114556 members 
Entering Unmasked Estep 
Score: -18934918.000000 Penalty: 5902.134766
	Iteration 5F: 3 clusters Score -1.893492e+07 nChanged 12523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 127027 members 
Entering Unmasked Estep 
Score: -18945600.000000 Penalty: 5902.134766
	Iteration 6F: 3 clusters Score -1.89456e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 136878 members 
Entering Unmasked Estep 
Score: -18955072.000000 Penalty: 5902.134766
	Iteration 7F: 3 clusters Score -1.895507e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 142725 members 
Entering Unmasked Estep 
Score: -18960656.000000 Penalty: 5902.134766
	Iteration 8Q: 3 clusters Score -1.896066e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 145419 members 
Entering Unmasked Estep 
Score: -18963064.000000 Penalty: 5902.134766
	Iteration 9Q: 3 clusters Score -1.896306e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 146400 members 
Entering Unmasked Estep 
Score: -18964124.000000 Penalty: 5902.134766
	Iteration 10Q: 3 clusters Score -1.896412e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 146704 members 
Entering Unmasked Estep 
Score: -18964476.000000 Penalty: 5902.134766
	Iteration 11Q: 3 clusters Score -1.896448e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 146827 members 
Entering Unmasked Estep 
Score: -18964672.000000 Penalty: 5902.134766
	Iteration 12Q: 3 clusters Score -1.896467e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 146882 members 
Entering Unmasked Estep 
Score: -18964776.000000 Penalty: 5902.134766
	Iteration 13Q: 3 clusters Score -1.896478e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 146896 members 
Entering Unmasked Estep 
Score: -18964852.000000 Penalty: 5902.134766
	Iteration 14Q: 3 clusters Score -1.896485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 146903 members 
Entering Unmasked Estep 
Score: -18964914.000000 Penalty: 5902.134766
	Iteration 15Q: 3 clusters Score -1.896491e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 146911 members 
Entering Unmasked Estep 
Score: -18964932.000000 Penalty: 5902.134766
	Iteration 16Q: 3 clusters Score -1.896493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 146913 members 
Entering Unmasked Estep 
Score: -18964936.000000 Penalty: 5902.134766
	Iteration 17Q: 3 clusters Score -1.896494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 146912 members 
Entering Unmasked Estep 
Score: -18964938.000000 Penalty: 5902.134766
	Iteration 18Q: 3 clusters Score -1.896494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 146910 members 
Entering Unmasked Estep 
Score: -18964944.000000 Penalty: 5902.134766
	Iteration 19Q: 3 clusters Score -1.896494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 146913 members 
Entering Unmasked Estep 
Score: -18964966.000000 Penalty: 5902.134766
	Iteration 20F: 3 clusters Score -1.896497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 146914 members 
Entering Unmasked Estep 
Score: -18964968.000000 Penalty: 5902.134766
	Iteration 21Q: 3 clusters Score -1.896497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 146915 members 
Entering Unmasked Estep 
Score: -18964972.000000 Penalty: 5902.134766
	Iteration 22Q: 3 clusters Score -1.896497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 146918 members 
Entering Unmasked Estep 
Score: -18964976.000000 Penalty: 5902.134766
	Iteration 23Q: 3 clusters Score -1.896498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 146921 members 
Entering Unmasked Estep 
Score: -18964986.000000 Penalty: 5902.134766
	Iteration 24Q: 3 clusters Score -1.896499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 146922 members 
Entering Unmasked Estep 
Score: -18964990.000000 Penalty: 5902.134766
	Iteration 25Q: 3 clusters Score -1.896499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 146922 members 
Entering Unmasked Estep 
Score: -18964990.000000 Penalty: 5902.134766
	Iteration 26F: 3 clusters Score -1.896499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Entering Unmasked Estep 
Score: -888630.000000 Penalty: 2208.651123
	Iteration 0F: 2 clusters Score -888630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -882603.500000 Penalty: 4417.302246
	Iteration 0F: 3 clusters Score -882603.5 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -884582.562500 Penalty: 4417.302246
	Iteration 1F: 3 clusters Score -884582.6 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -885263.375000 Penalty: 4417.302246
	Iteration 2F: 3 clusters Score -885263.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -885894.562500 Penalty: 4417.302246
	Iteration 3F: 3 clusters Score -885894.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -886471.125000 Penalty: 4417.302246
	Iteration 4F: 3 clusters Score -886471.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -886872.875000 Penalty: 4417.302246
	Iteration 5F: 3 clusters Score -886872.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -887083.437500 Penalty: 4417.302246
	Iteration 6Q: 3 clusters Score -887083.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -887202.500000 Penalty: 4417.302246
	Iteration 7Q: 3 clusters Score -887202.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -887265.812500 Penalty: 4417.302246
	Iteration 8Q: 3 clusters Score -887265.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -887295.437500 Penalty: 4417.302246
	Iteration 9Q: 3 clusters Score -887295.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -887320.187500 Penalty: 4417.302246
	Iteration 10Q: 3 clusters Score -887320.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -887337.687500 Penalty: 4417.302246
	Iteration 11Q: 3 clusters Score -887337.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -887354.875000 Penalty: 4417.302246
	Iteration 12Q: 3 clusters Score -887354.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -887370.000000 Penalty: 4417.302246
	Iteration 13Q: 3 clusters Score -887370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -887385.250000 Penalty: 4417.302246
	Iteration 14Q: 3 clusters Score -887385.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -887395.062500 Penalty: 4417.302246
	Iteration 15Q: 3 clusters Score -887395.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -887402.500000 Penalty: 4417.302246
	Iteration 16Q: 3 clusters Score -887402.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -887412.875000 Penalty: 4417.302246
	Iteration 17Q: 3 clusters Score -887412.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -887418.437500 Penalty: 4417.302246
	Iteration 18Q: 3 clusters Score -887418.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -887424.187500 Penalty: 4417.302246
	Iteration 19Q: 3 clusters Score -887424.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -887428.187500 Penalty: 4417.302246
	Iteration 20F: 3 clusters Score -887428.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -887432.250000 Penalty: 4417.302246
	Iteration 21Q: 3 clusters Score -887432.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -887438.000000 Penalty: 4417.302246
	Iteration 22Q: 3 clusters Score -887438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -887445.000000 Penalty: 4417.302246
	Iteration 23Q: 3 clusters Score -887445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -887455.312500 Penalty: 4417.302246
	Iteration 24Q: 3 clusters Score -887455.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -887457.375000 Penalty: 4417.302246
	Iteration 25Q: 3 clusters Score -887457.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -887465.375000 Penalty: 4417.302246
	Iteration 26Q: 3 clusters Score -887465.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -887471.625000 Penalty: 4417.302246
	Iteration 27Q: 3 clusters Score -887471.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -887480.125000 Penalty: 4417.302246
	Iteration 28Q: 3 clusters Score -887480.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -887482.875000 Penalty: 4417.302246
	Iteration 29Q: 3 clusters Score -887482.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -887489.687500 Penalty: 4417.302246
	Iteration 30Q: 3 clusters Score -887489.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -887493.312500 Penalty: 4417.302246
	Iteration 31Q: 3 clusters Score -887493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -887495.625000 Penalty: 4417.302246
	Iteration 32Q: 3 clusters Score -887495.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -887496.562500 Penalty: 4417.302246
	Iteration 33Q: 3 clusters Score -887496.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -887496.187500 Penalty: 4417.302246
	Iteration 34Q: 3 clusters Score -887496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -887497.500000 Penalty: 4417.302246
	Iteration 35Q: 3 clusters Score -887497.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -887497.000000 Penalty: 4417.302246
	Iteration 36Q: 3 clusters Score -887497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -887498.750000 Penalty: 4417.302246
	Iteration 37Q: 3 clusters Score -887498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -887498.625000 Penalty: 4417.302246
	Iteration 38Q: 3 clusters Score -887498.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -887499.687500 Penalty: 4417.302246
	Iteration 39Q: 3 clusters Score -887499.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -887499.312500 Penalty: 4417.302246
	Iteration 40F: 3 clusters Score -887499.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -887500.937500 Penalty: 4417.302246
	Iteration 41Q: 3 clusters Score -887500.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -887501.500000 Penalty: 4417.302246
	Iteration 42Q: 3 clusters Score -887501.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -887503.750000 Penalty: 4417.302246
	Iteration 43Q: 3 clusters Score -887503.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -887508.812500 Penalty: 4417.302246
	Iteration 44Q: 3 clusters Score -887508.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -887513.312500 Penalty: 4417.302246
	Iteration 45Q: 3 clusters Score -887513.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -887514.937500 Penalty: 4417.302246
	Iteration 46Q: 3 clusters Score -887514.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -887518.625000 Penalty: 4417.302246
	Iteration 47Q: 3 clusters Score -887518.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -887516.875000 Penalty: 4417.302246
	Iteration 48Q: 3 clusters Score -887516.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -887516.875000 Penalty: 4417.302246
	Iteration 49F: 3 clusters Score -887516.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (161707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161707 members 
Entering Unmasked Estep 
Score: -20786746.000000 Penalty: 2974.398438
	Iteration 0F: 2 clusters Score -2.078675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -20683992.000000 Penalty: 5948.796875
	Iteration 0F: 3 clusters Score -2.068399e+07 nChanged 76812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80324 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -20728372.000000 Penalty: 5948.796875
	Iteration 1F: 3 clusters Score -2.072837e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 81644 members 
Entering Unmasked Estep 
Score: -20729126.000000 Penalty: 5948.796875
	Iteration 2Q: 3 clusters Score -2.072913e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79697 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -20729990.000000 Penalty: 5948.796875
	Iteration 3Q: 3 clusters Score -2.072999e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 82569 members 
Entering Unmasked Estep 
Score: -20730796.000000 Penalty: 5948.796875
	Iteration 4Q: 3 clusters Score -2.07308e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78385 members 
Mstep: Class 2 contains 83322 members 
Entering Unmasked Estep 
Score: -20731824.000000 Penalty: 5948.796875
	Iteration 5Q: 3 clusters Score -2.073182e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 84554 members 
Entering Unmasked Estep 
Score: -20733266.000000 Penalty: 5948.796875
	Iteration 6Q: 3 clusters Score -2.073327e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 86274 members 
Entering Unmasked Estep 
Score: -20735266.000000 Penalty: 5948.796875
	Iteration 7Q: 3 clusters Score -2.073527e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 88553 members 
Entering Unmasked Estep 
Score: -20738450.000000 Penalty: 5948.796875
	Iteration 8Q: 3 clusters Score -2.073845e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 91492 members 
Entering Unmasked Estep 
Score: -20743418.000000 Penalty: 5948.796875
	Iteration 9F: 3 clusters Score -2.074342e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66826 members 
Mstep: Class 2 contains 94881 members 
Entering Unmasked Estep 
Score: -20751198.000000 Penalty: 5948.796875
	Iteration 10F: 3 clusters Score -2.07512e+07 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 97801 members 
Entering Unmasked Estep 
Score: -20759592.000000 Penalty: 5948.796875
	Iteration 11F: 3 clusters Score -2.075959e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62041 members 
Mstep: Class 2 contains 99666 members 
Entering Unmasked Estep 
Score: -20764316.000000 Penalty: 5948.796875
	Iteration 12F: 3 clusters Score -2.076432e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 101166 members 
Entering Unmasked Estep 
Score: -20766118.000000 Penalty: 5948.796875
	Iteration 13Q: 3 clusters Score -2.076612e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 102644 members 
Entering Unmasked Estep 
Score: -20766998.000000 Penalty: 5948.796875
	Iteration 14Q: 3 clusters Score -2.0767e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 104047 members 
Entering Unmasked Estep 
Score: -20767768.000000 Penalty: 5948.796875
	Iteration 15Q: 3 clusters Score -2.076777e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 105498 members 
Entering Unmasked Estep 
Score: -20768578.000000 Penalty: 5948.796875
	Iteration 16Q: 3 clusters Score -2.076858e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 106964 members 
Entering Unmasked Estep 
Score: -20769260.000000 Penalty: 5948.796875
	Iteration 17Q: 3 clusters Score -2.076926e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 108408 members 
Entering Unmasked Estep 
Score: -20770008.000000 Penalty: 5948.796875
	Iteration 18Q: 3 clusters Score -2.077001e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 109877 members 
Entering Unmasked Estep 
Score: -20770686.000000 Penalty: 5948.796875
	Iteration 19Q: 3 clusters Score -2.077069e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 111330 members 
Entering Unmasked Estep 
Score: -20771460.000000 Penalty: 5948.796875
	Iteration 20F: 3 clusters Score -2.077146e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 112762 members 
Entering Unmasked Estep 
Score: -20772218.000000 Penalty: 5948.796875
	Iteration 21Q: 3 clusters Score -2.077222e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 114252 members 
Entering Unmasked Estep 
Score: -20773104.000000 Penalty: 5948.796875
	Iteration 22Q: 3 clusters Score -2.07731e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 115707 members 
Entering Unmasked Estep 
Score: -20773816.000000 Penalty: 5948.796875
	Iteration 23Q: 3 clusters Score -2.077382e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 117187 members 
Entering Unmasked Estep 
Score: -20774562.000000 Penalty: 5948.796875
	Iteration 24Q: 3 clusters Score -2.077456e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 118648 members 
Entering Unmasked Estep 
Score: -20775324.000000 Penalty: 5948.796875
	Iteration 25Q: 3 clusters Score -2.077532e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 120091 members 
Entering Unmasked Estep 
Score: -20775996.000000 Penalty: 5948.796875
	Iteration 26Q: 3 clusters Score -2.0776e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 121529 members 
Entering Unmasked Estep 
Score: -20776704.000000 Penalty: 5948.796875
	Iteration 27Q: 3 clusters Score -2.07767e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 122871 members 
Entering Unmasked Estep 
Score: -20777180.000000 Penalty: 5948.796875
	Iteration 28Q: 3 clusters Score -2.077718e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 124211 members 
Entering Unmasked Estep 
Score: -20777808.000000 Penalty: 5948.796875
	Iteration 29Q: 3 clusters Score -2.077781e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 125525 members 
Entering Unmasked Estep 
Score: -20778250.000000 Penalty: 5948.796875
	Iteration 30Q: 3 clusters Score -2.077825e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 126793 members 
Entering Unmasked Estep 
Score: -20778754.000000 Penalty: 5948.796875
	Iteration 31Q: 3 clusters Score -2.077875e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 128027 members 
Entering Unmasked Estep 
Score: -20779216.000000 Penalty: 5948.796875
	Iteration 32Q: 3 clusters Score -2.077922e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 129256 members 
Entering Unmasked Estep 
Score: -20779632.000000 Penalty: 5948.796875
	Iteration 33Q: 3 clusters Score -2.077963e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 130419 members 
Entering Unmasked Estep 
Score: -20779992.000000 Penalty: 5948.796875
	Iteration 34Q: 3 clusters Score -2.077999e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 131483 members 
Entering Unmasked Estep 
Score: -20780286.000000 Penalty: 5948.796875
	Iteration 35Q: 3 clusters Score -2.078029e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 132527 members 
Entering Unmasked Estep 
Score: -20780552.000000 Penalty: 5948.796875
	Iteration 36Q: 3 clusters Score -2.078055e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 133546 members 
Entering Unmasked Estep 
Score: -20780816.000000 Penalty: 5948.796875
	Iteration 37Q: 3 clusters Score -2.078082e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 134600 members 
Entering Unmasked Estep 
Score: -20781136.000000 Penalty: 5948.796875
	Iteration 38Q: 3 clusters Score -2.078114e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 135585 members 
Entering Unmasked Estep 
Score: -20781386.000000 Penalty: 5948.796875
	Iteration 39Q: 3 clusters Score -2.078139e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 136598 members 
Entering Unmasked Estep 
Score: -20781764.000000 Penalty: 5948.796875
	Iteration 40F: 3 clusters Score -2.078176e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 137596 members 
Entering Unmasked Estep 
Score: -20781978.000000 Penalty: 5948.796875
	Iteration 41Q: 3 clusters Score -2.078198e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 138573 members 
Entering Unmasked Estep 
Score: -20782354.000000 Penalty: 5948.796875
	Iteration 42Q: 3 clusters Score -2.078235e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 139530 members 
Entering Unmasked Estep 
Score: -20782594.000000 Penalty: 5948.796875
	Iteration 43Q: 3 clusters Score -2.078259e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 140437 members 
Entering Unmasked Estep 
Score: -20782934.000000 Penalty: 5948.796875
	Iteration 44Q: 3 clusters Score -2.078293e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 141292 members 
Entering Unmasked Estep 
Score: -20783136.000000 Penalty: 5948.796875
	Iteration 45Q: 3 clusters Score -2.078314e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 142165 members 
Entering Unmasked Estep 
Score: -20783348.000000 Penalty: 5948.796875
	Iteration 46Q: 3 clusters Score -2.078335e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 143007 members 
Entering Unmasked Estep 
Score: -20783570.000000 Penalty: 5948.796875
	Iteration 47Q: 3 clusters Score -2.078357e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 143828 members 
Entering Unmasked Estep 
Score: -20783782.000000 Penalty: 5948.796875
	Iteration 48Q: 3 clusters Score -2.078378e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 144639 members 
Entering Unmasked Estep 
Score: -20783880.000000 Penalty: 5948.796875
	Iteration 49Q: 3 clusters Score -2.078388e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 145421 members 
Entering Unmasked Estep 
Score: -20783982.000000 Penalty: 5948.796875
	Iteration 50Q: 3 clusters Score -2.078398e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 146133 members 
Entering Unmasked Estep 
Score: -20784144.000000 Penalty: 5948.796875
	Iteration 51Q: 3 clusters Score -2.078414e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 146854 members 
Entering Unmasked Estep 
Score: -20784414.000000 Penalty: 5948.796875
	Iteration 52Q: 3 clusters Score -2.078441e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 147554 members 
Entering Unmasked Estep 
Score: -20784608.000000 Penalty: 5948.796875
	Iteration 53Q: 3 clusters Score -2.078461e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 148270 members 
Entering Unmasked Estep 
Score: -20784738.000000 Penalty: 5948.796875
	Iteration 54Q: 3 clusters Score -2.078474e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 148983 members 
Entering Unmasked Estep 
Score: -20784878.000000 Penalty: 5948.796875
	Iteration 55Q: 3 clusters Score -2.078488e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 149660 members 
Entering Unmasked Estep 
Score: -20784954.000000 Penalty: 5948.796875
	Iteration 56Q: 3 clusters Score -2.078495e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 150335 members 
Entering Unmasked Estep 
Score: -20785060.000000 Penalty: 5948.796875
	Iteration 57Q: 3 clusters Score -2.078506e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 150952 members 
Entering Unmasked Estep 
Score: -20785190.000000 Penalty: 5948.796875
	Iteration 58Q: 3 clusters Score -2.078519e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 151564 members 
Entering Unmasked Estep 
Score: -20785192.000000 Penalty: 5948.796875
	Iteration 59Q: 3 clusters Score -2.078519e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 152122 members 
Entering Unmasked Estep 
Score: -20785198.000000 Penalty: 5948.796875
	Iteration 60F: 3 clusters Score -2.07852e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 152689 members 
Entering Unmasked Estep 
Score: -20785294.000000 Penalty: 5948.796875
	Iteration 61Q: 3 clusters Score -2.078529e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 153195 members 
Entering Unmasked Estep 
Score: -20785324.000000 Penalty: 5948.796875
	Iteration 62Q: 3 clusters Score -2.078532e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 153664 members 
Entering Unmasked Estep 
Score: -20785374.000000 Penalty: 5948.796875
	Iteration 63Q: 3 clusters Score -2.078537e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 154112 members 
Entering Unmasked Estep 
Score: -20785370.000000 Penalty: 5948.796875
	Iteration 64Q: 3 clusters Score -2.078537e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 154496 members 
Entering Unmasked Estep 
Score: -20785382.000000 Penalty: 5948.796875
	Iteration 65Q: 3 clusters Score -2.078538e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 154878 members 
Entering Unmasked Estep 
Score: -20785412.000000 Penalty: 5948.796875
	Iteration 66Q: 3 clusters Score -2.078541e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 155221 members 
Entering Unmasked Estep 
Score: -20785336.000000 Penalty: 5948.796875
	Iteration 67Q: 3 clusters Score -2.078534e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 155516 members 
Entering Unmasked Estep 
Score: -20785324.000000 Penalty: 5948.796875
	Iteration 68Q: 3 clusters Score -2.078532e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 155787 members 
Entering Unmasked Estep 
Score: -20785350.000000 Penalty: 5948.796875
	Iteration 69Q: 3 clusters Score -2.078535e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 156029 members 
Entering Unmasked Estep 
Score: -20785294.000000 Penalty: 5948.796875
	Iteration 70Q: 3 clusters Score -2.078529e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 156258 members 
Entering Unmasked Estep 
Score: -20785226.000000 Penalty: 5948.796875
	Iteration 71Q: 3 clusters Score -2.078523e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 156478 members 
Entering Unmasked Estep 
Score: -20785306.000000 Penalty: 5948.796875
	Iteration 72Q: 3 clusters Score -2.078531e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 156682 members 
Entering Unmasked Estep 
Score: -20785254.000000 Penalty: 5948.796875
	Iteration 73Q: 3 clusters Score -2.078525e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 156876 members 
Entering Unmasked Estep 
Score: -20785252.000000 Penalty: 5948.796875
	Iteration 74Q: 3 clusters Score -2.078525e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 157026 members 
Entering Unmasked Estep 
Score: -20785278.000000 Penalty: 5948.796875
	Iteration 75Q: 3 clusters Score -2.078528e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 157168 members 
Entering Unmasked Estep 
Score: -20785270.000000 Penalty: 5948.796875
	Iteration 76Q: 3 clusters Score -2.078527e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 157309 members 
Entering Unmasked Estep 
Score: -20785280.000000 Penalty: 5948.796875
	Iteration 77Q: 3 clusters Score -2.078528e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -20785292.000000 Penalty: 5948.796875
	Iteration 78Q: 3 clusters Score -2.078529e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 157526 members 
Entering Unmasked Estep 
Score: -20785264.000000 Penalty: 5948.796875
	Iteration 79Q: 3 clusters Score -2.078526e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 157613 members 
Entering Unmasked Estep 
Score: -20785312.000000 Penalty: 5948.796875
	Iteration 80F: 3 clusters Score -2.078531e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 157695 members 
Entering Unmasked Estep 
Score: -20785316.000000 Penalty: 5948.796875
	Iteration 81Q: 3 clusters Score -2.078532e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 157780 members 
Entering Unmasked Estep 
Score: -20785314.000000 Penalty: 5948.796875
	Iteration 82Q: 3 clusters Score -2.078531e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 157855 members 
Entering Unmasked Estep 
Score: -20785280.000000 Penalty: 5948.796875
	Iteration 83Q: 3 clusters Score -2.078528e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 157931 members 
Entering Unmasked Estep 
Score: -20785282.000000 Penalty: 5948.796875
	Iteration 84Q: 3 clusters Score -2.078528e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 158006 members 
Entering Unmasked Estep 
Score: -20785258.000000 Penalty: 5948.796875
	Iteration 85Q: 3 clusters Score -2.078526e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 158075 members 
Entering Unmasked Estep 
Score: -20785284.000000 Penalty: 5948.796875
	Iteration 86Q: 3 clusters Score -2.078528e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 158133 members 
Entering Unmasked Estep 
Score: -20785288.000000 Penalty: 5948.796875
	Iteration 87Q: 3 clusters Score -2.078529e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 158185 members 
Entering Unmasked Estep 
Score: -20785290.000000 Penalty: 5948.796875
	Iteration 88Q: 3 clusters Score -2.078529e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 158230 members 
Entering Unmasked Estep 
Score: -20785290.000000 Penalty: 5948.796875
	Iteration 89Q: 3 clusters Score -2.078529e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 158274 members 
Entering Unmasked Estep 
Score: -20785260.000000 Penalty: 5948.796875
	Iteration 90Q: 3 clusters Score -2.078526e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 158312 members 
Entering Unmasked Estep 
Score: -20785238.000000 Penalty: 5948.796875
	Iteration 91Q: 3 clusters Score -2.078524e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 158347 members 
Entering Unmasked Estep 
Score: -20785252.000000 Penalty: 5948.796875
	Iteration 92Q: 3 clusters Score -2.078525e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 158376 members 
Entering Unmasked Estep 
Score: -20785256.000000 Penalty: 5948.796875
	Iteration 93Q: 3 clusters Score -2.078526e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 158407 members 
Entering Unmasked Estep 
Score: -20785254.000000 Penalty: 5948.796875
	Iteration 94Q: 3 clusters Score -2.078525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 158424 members 
Entering Unmasked Estep 
Score: -20785252.000000 Penalty: 5948.796875
	Iteration 95Q: 3 clusters Score -2.078525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 158444 members 
Entering Unmasked Estep 
Score: -20785246.000000 Penalty: 5948.796875
	Iteration 96Q: 3 clusters Score -2.078525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 158462 members 
Entering Unmasked Estep 
Score: -20785222.000000 Penalty: 5948.796875
	Iteration 97Q: 3 clusters Score -2.078522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 158484 members 
Entering Unmasked Estep 
Score: -20785248.000000 Penalty: 5948.796875
	Iteration 98Q: 3 clusters Score -2.078525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 158503 members 
Entering Unmasked Estep 
Score: -20785248.000000 Penalty: 5948.796875
	Iteration 99Q: 3 clusters Score -2.078525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 158519 members 
Entering Unmasked Estep 
Score: -20785236.000000 Penalty: 5948.796875
	Iteration 100F: 3 clusters Score -2.078524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 158536 members 
Entering Unmasked Estep 
Score: -20785240.000000 Penalty: 5948.796875
	Iteration 101Q: 3 clusters Score -2.078524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 158547 members 
Entering Unmasked Estep 
Score: -20785230.000000 Penalty: 5948.796875
	Iteration 102Q: 3 clusters Score -2.078523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 158560 members 
Entering Unmasked Estep 
Score: -20785232.000000 Penalty: 5948.796875
	Iteration 103Q: 3 clusters Score -2.078523e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 158578 members 
Entering Unmasked Estep 
Score: -20785218.000000 Penalty: 5948.796875
	Iteration 104Q: 3 clusters Score -2.078522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 158592 members 
Entering Unmasked Estep 
Score: -20785214.000000 Penalty: 5948.796875
	Iteration 105Q: 3 clusters Score -2.078521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 158596 members 
Entering Unmasked Estep 
Score: -20785210.000000 Penalty: 5948.796875
	Iteration 106Q: 3 clusters Score -2.078521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 158603 members 
Entering Unmasked Estep 
Score: -20785218.000000 Penalty: 5948.796875
	Iteration 107Q: 3 clusters Score -2.078522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 158611 members 
Entering Unmasked Estep 
Score: -20785208.000000 Penalty: 5948.796875
	Iteration 108Q: 3 clusters Score -2.078521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 158616 members 
Entering Unmasked Estep 
Score: -20785202.000000 Penalty: 5948.796875
	Iteration 109Q: 3 clusters Score -2.07852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 158623 members 
Entering Unmasked Estep 
Score: -20785206.000000 Penalty: 5948.796875
	Iteration 110Q: 3 clusters Score -2.078521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 158628 members 
Entering Unmasked Estep 
Score: -20785190.000000 Penalty: 5948.796875
	Iteration 111Q: 3 clusters Score -2.078519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 158636 members 
Entering Unmasked Estep 
Score: -20785186.000000 Penalty: 5948.796875
	Iteration 112Q: 3 clusters Score -2.078519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 158642 members 
Entering Unmasked Estep 
Score: -20785186.000000 Penalty: 5948.796875
	Iteration 113Q: 3 clusters Score -2.078519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 158651 members 
Entering Unmasked Estep 
Score: -20785190.000000 Penalty: 5948.796875
	Iteration 114Q: 3 clusters Score -2.078519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 158655 members 
Entering Unmasked Estep 
Score: -20785186.000000 Penalty: 5948.796875
	Iteration 115Q: 3 clusters Score -2.078519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 158658 members 
Entering Unmasked Estep 
Score: -20785180.000000 Penalty: 5948.796875
	Iteration 116Q: 3 clusters Score -2.078518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 158661 members 
Entering Unmasked Estep 
Score: -20785174.000000 Penalty: 5948.796875
	Iteration 117Q: 3 clusters Score -2.078517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 158665 members 
Entering Unmasked Estep 
Score: -20785174.000000 Penalty: 5948.796875
	Iteration 118Q: 3 clusters Score -2.078517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 158669 members 
Entering Unmasked Estep 
Score: -20785182.000000 Penalty: 5948.796875
	Iteration 119Q: 3 clusters Score -2.078518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 158670 members 
Entering Unmasked Estep 
Score: -20785190.000000 Penalty: 5948.796875
	Iteration 120F: 3 clusters Score -2.078519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 158676 members 
Entering Unmasked Estep 
Score: -20785194.000000 Penalty: 5948.796875
	Iteration 121Q: 3 clusters Score -2.078519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 158683 members 
Entering Unmasked Estep 
Score: -20785178.000000 Penalty: 5948.796875
	Iteration 122Q: 3 clusters Score -2.078518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 158686 members 
Entering Unmasked Estep 
Score: -20785182.000000 Penalty: 5948.796875
	Iteration 123Q: 3 clusters Score -2.078518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 158687 members 
Entering Unmasked Estep 
Score: -20785182.000000 Penalty: 5948.796875
	Iteration 124Q: 3 clusters Score -2.078518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 158691 members 
Entering Unmasked Estep 
Score: -20785182.000000 Penalty: 5948.796875
	Iteration 125Q: 3 clusters Score -2.078518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 158694 members 
Entering Unmasked Estep 
Score: -20785176.000000 Penalty: 5948.796875
	Iteration 126Q: 3 clusters Score -2.078518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 158696 members 
Entering Unmasked Estep 
Score: -20785172.000000 Penalty: 5948.796875
	Iteration 127Q: 3 clusters Score -2.078517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 158700 members 
Entering Unmasked Estep 
Score: -20785178.000000 Penalty: 5948.796875
	Iteration 128Q: 3 clusters Score -2.078518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 158706 members 
Entering Unmasked Estep 
Score: -20785176.000000 Penalty: 5948.796875
	Iteration 129Q: 3 clusters Score -2.078518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 158708 members 
Entering Unmasked Estep 
Score: -20785174.000000 Penalty: 5948.796875
	Iteration 130Q: 3 clusters Score -2.078517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 158714 members 
Entering Unmasked Estep 
Score: -20785172.000000 Penalty: 5948.796875
	Iteration 131Q: 3 clusters Score -2.078517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 158719 members 
Entering Unmasked Estep 
Score: -20785178.000000 Penalty: 5948.796875
	Iteration 132Q: 3 clusters Score -2.078518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 158720 members 
Entering Unmasked Estep 
Score: -20785176.000000 Penalty: 5948.796875
	Iteration 133Q: 3 clusters Score -2.078518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 158721 members 
Entering Unmasked Estep 
Score: -20785174.000000 Penalty: 5948.796875
	Iteration 134Q: 3 clusters Score -2.078517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 158721 members 
Entering Unmasked Estep 
Score: -20785174.000000 Penalty: 5948.796875
	Iteration 135F: 3 clusters Score -2.078517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Entering Unmasked Estep 
Score: -1999584.000000 Penalty: 2393.506592
	Iteration 0F: 2 clusters Score -1999584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1988405.125000 Penalty: 4787.013184
	Iteration 0F: 3 clusters Score -1988405 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1991968.125000 Penalty: 4787.013184
	Iteration 1F: 3 clusters Score -1991968 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1992402.875000 Penalty: 4787.013184
	Iteration 2F: 3 clusters Score -1992403 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1992873.250000 Penalty: 4787.013184
	Iteration 3F: 3 clusters Score -1992873 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1993346.625000 Penalty: 4787.013184
	Iteration 4F: 3 clusters Score -1993347 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1993929.750000 Penalty: 4787.013184
	Iteration 5F: 3 clusters Score -1993930 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1994584.000000 Penalty: 4787.013184
	Iteration 6F: 3 clusters Score -1994584 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1995269.875000 Penalty: 4787.013184
	Iteration 7F: 3 clusters Score -1995270 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1995873.000000 Penalty: 4787.013184
	Iteration 8Q: 3 clusters Score -1995873 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1996367.375000 Penalty: 4787.013184
	Iteration 9Q: 3 clusters Score -1996367 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1996681.750000 Penalty: 4787.013184
	Iteration 10Q: 3 clusters Score -1996682 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1996879.875000 Penalty: 4787.013184
	Iteration 11Q: 3 clusters Score -1996880 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1997003.125000 Penalty: 4787.013184
	Iteration 12Q: 3 clusters Score -1997003 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1997085.875000 Penalty: 4787.013184
	Iteration 13Q: 3 clusters Score -1997086 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1997141.875000 Penalty: 4787.013184
	Iteration 14Q: 3 clusters Score -1997142 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1997190.750000 Penalty: 4787.013184
	Iteration 15Q: 3 clusters Score -1997191 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1997216.250000 Penalty: 4787.013184
	Iteration 16Q: 3 clusters Score -1997216 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1997242.375000 Penalty: 4787.013184
	Iteration 17Q: 3 clusters Score -1997242 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1997265.250000 Penalty: 4787.013184
	Iteration 18Q: 3 clusters Score -1997265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1997279.375000 Penalty: 4787.013184
	Iteration 19Q: 3 clusters Score -1997279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1997291.250000 Penalty: 4787.013184
	Iteration 20F: 3 clusters Score -1997291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1997301.750000 Penalty: 4787.013184
	Iteration 21Q: 3 clusters Score -1997302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1997317.000000 Penalty: 4787.013184
	Iteration 22Q: 3 clusters Score -1997317 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1997334.250000 Penalty: 4787.013184
	Iteration 23Q: 3 clusters Score -1997334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1997348.625000 Penalty: 4787.013184
	Iteration 24Q: 3 clusters Score -1997349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1997368.000000 Penalty: 4787.013184
	Iteration 25Q: 3 clusters Score -1997368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1997385.375000 Penalty: 4787.013184
	Iteration 26Q: 3 clusters Score -1997385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1997392.750000 Penalty: 4787.013184
	Iteration 27Q: 3 clusters Score -1997393 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1997404.750000 Penalty: 4787.013184
	Iteration 28Q: 3 clusters Score -1997405 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1997414.125000 Penalty: 4787.013184
	Iteration 29Q: 3 clusters Score -1997414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1997432.500000 Penalty: 4787.013184
	Iteration 30Q: 3 clusters Score -1997432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1997447.250000 Penalty: 4787.013184
	Iteration 31Q: 3 clusters Score -1997447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1997459.625000 Penalty: 4787.013184
	Iteration 32Q: 3 clusters Score -1997460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1997470.500000 Penalty: 4787.013184
	Iteration 33Q: 3 clusters Score -1997470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1997481.625000 Penalty: 4787.013184
	Iteration 34Q: 3 clusters Score -1997482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1997493.000000 Penalty: 4787.013184
	Iteration 35Q: 3 clusters Score -1997493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1997500.000000 Penalty: 4787.013184
	Iteration 36Q: 3 clusters Score -1997500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1997507.375000 Penalty: 4787.013184
	Iteration 37Q: 3 clusters Score -1997507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1997513.500000 Penalty: 4787.013184
	Iteration 38Q: 3 clusters Score -1997514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1997524.250000 Penalty: 4787.013184
	Iteration 39Q: 3 clusters Score -1997524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1997533.375000 Penalty: 4787.013184
	Iteration 40F: 3 clusters Score -1997533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1997539.125000 Penalty: 4787.013184
	Iteration 41Q: 3 clusters Score -1997539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1997547.375000 Penalty: 4787.013184
	Iteration 42Q: 3 clusters Score -1997547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1997557.375000 Penalty: 4787.013184
	Iteration 43Q: 3 clusters Score -1997557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1997575.625000 Penalty: 4787.013184
	Iteration 44Q: 3 clusters Score -1997576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1997588.125000 Penalty: 4787.013184
	Iteration 45Q: 3 clusters Score -1997588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1997595.375000 Penalty: 4787.013184
	Iteration 46Q: 3 clusters Score -1997595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1997598.000000 Penalty: 4787.013184
	Iteration 47Q: 3 clusters Score -1997598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1997611.875000 Penalty: 4787.013184
	Iteration 48Q: 3 clusters Score -1997612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1997620.875000 Penalty: 4787.013184
	Iteration 49Q: 3 clusters Score -1997621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1997628.250000 Penalty: 4787.013184
	Iteration 50Q: 3 clusters Score -1997628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1997634.000000 Penalty: 4787.013184
	Iteration 51Q: 3 clusters Score -1997634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1997633.625000 Penalty: 4787.013184
	Iteration 52Q: 3 clusters Score -1997634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1997637.125000 Penalty: 4787.013184
	Iteration 53Q: 3 clusters Score -1997637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1997643.625000 Penalty: 4787.013184
	Iteration 54Q: 3 clusters Score -1997644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1997644.750000 Penalty: 4787.013184
	Iteration 55Q: 3 clusters Score -1997645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1997641.750000 Penalty: 4787.013184
	Iteration 56Q: 3 clusters Score -1997642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1997645.250000 Penalty: 4787.013184
	Iteration 57Q: 3 clusters Score -1997645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1997645.375000 Penalty: 4787.013184
	Iteration 58Q: 3 clusters Score -1997645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1997650.500000 Penalty: 4787.013184
	Iteration 59Q: 3 clusters Score -1997650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1997654.875000 Penalty: 4787.013184
	Iteration 60F: 3 clusters Score -1997655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1997655.625000 Penalty: 4787.013184
	Iteration 61Q: 3 clusters Score -1997656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1997660.625000 Penalty: 4787.013184
	Iteration 62Q: 3 clusters Score -1997661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1997656.500000 Penalty: 4787.013184
	Iteration 63Q: 3 clusters Score -1997656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1997659.375000 Penalty: 4787.013184
	Iteration 64Q: 3 clusters Score -1997659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1997659.375000 Penalty: 4787.013184
	Iteration 65F: 3 clusters Score -1997659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -46010.285156 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -46010.29 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 219 members 
Entering Unmasked Estep 
Score: -44565.765625 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -44565.77 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44778.542969 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -44778.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44835.035156 Penalty: 3007.637451
	Iteration 2Q: 3 clusters Score -44835.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44868.382812 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -44868.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44896.140625 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -44896.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44902.113281 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -44902.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44917.851562 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -44917.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44929.480469 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -44929.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44937.304688 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -44937.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44942.968750 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -44942.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44947.730469 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -44947.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44952.691406 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -44952.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44952.691406 Penalty: 3007.637451
	Iteration 12F: 3 clusters Score -44952.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -134025.281250 Penalty: 1752.906616
	Iteration 0F: 2 clusters Score -134025.3 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 573 members 
Entering Unmasked Estep 
Score: -132003.265625 Penalty: 3505.813232
	Iteration 0F: 3 clusters Score -132003.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -132499.593750 Penalty: 3505.813232
	Iteration 1F: 3 clusters Score -132499.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132761.875000 Penalty: 3505.813232
	Iteration 2F: 3 clusters Score -132761.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -132975.187500 Penalty: 3505.813232
	Iteration 3F: 3 clusters Score -132975.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -133192.062500 Penalty: 3505.813232
	Iteration 4F: 3 clusters Score -133192.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -133472.984375 Penalty: 3505.813232
	Iteration 5F: 3 clusters Score -133473 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -133667.750000 Penalty: 3505.813232
	Iteration 6F: 3 clusters Score -133667.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -133814.468750 Penalty: 3505.813232
	Iteration 7Q: 3 clusters Score -133814.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -133906.812500 Penalty: 3505.813232
	Iteration 8Q: 3 clusters Score -133906.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -133969.515625 Penalty: 3505.813232
	Iteration 9Q: 3 clusters Score -133969.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -133974.421875 Penalty: 3505.813232
	Iteration 10Q: 3 clusters Score -133974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -133975.125000 Penalty: 3505.813232
	Iteration 11Q: 3 clusters Score -133975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -133976.312500 Penalty: 3505.813232
	Iteration 12Q: 3 clusters Score -133976.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -133976.312500 Penalty: 3505.813232
	Iteration 13F: 3 clusters Score -133976.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Entering Unmasked Estep 
Score: -1137717.000000 Penalty: 2268.185303
	Iteration 0F: 2 clusters Score -1137717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1130424.125000 Penalty: 4536.370605
	Iteration 0F: 3 clusters Score -1130424 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1132552.625000 Penalty: 4536.370605
	Iteration 1F: 3 clusters Score -1132553 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1132924.750000 Penalty: 4536.370605
	Iteration 2F: 3 clusters Score -1132925 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1133291.250000 Penalty: 4536.370605
	Iteration 3F: 3 clusters Score -1133291 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1133550.625000 Penalty: 4536.370605
	Iteration 4Q: 3 clusters Score -1133551 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1133743.500000 Penalty: 4536.370605
	Iteration 5Q: 3 clusters Score -1133744 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1133899.375000 Penalty: 4536.370605
	Iteration 6Q: 3 clusters Score -1133899 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1134009.500000 Penalty: 4536.370605
	Iteration 7Q: 3 clusters Score -1134010 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1134111.250000 Penalty: 4536.370605
	Iteration 8Q: 3 clusters Score -1134111 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1134210.000000 Penalty: 4536.370605
	Iteration 9Q: 3 clusters Score -1134210 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1134306.000000 Penalty: 4536.370605
	Iteration 10Q: 3 clusters Score -1134306 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1134392.250000 Penalty: 4536.370605
	Iteration 11Q: 3 clusters Score -1134392 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1134474.375000 Penalty: 4536.370605
	Iteration 12Q: 3 clusters Score -1134474 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1134564.625000 Penalty: 4536.370605
	Iteration 13Q: 3 clusters Score -1134565 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1134684.750000 Penalty: 4536.370605
	Iteration 14Q: 3 clusters Score -1134685 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1134833.125000 Penalty: 4536.370605
	Iteration 15Q: 3 clusters Score -1134833 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1135081.375000 Penalty: 4536.370605
	Iteration 16Q: 3 clusters Score -1135081 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1135385.375000 Penalty: 4536.370605
	Iteration 17Q: 3 clusters Score -1135385 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1135715.625000 Penalty: 4536.370605
	Iteration 18Q: 3 clusters Score -1135716 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1135987.500000 Penalty: 4536.370605
	Iteration 19Q: 3 clusters Score -1135988 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1136170.375000 Penalty: 4536.370605
	Iteration 20F: 3 clusters Score -1136170 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1136271.250000 Penalty: 4536.370605
	Iteration 21Q: 3 clusters Score -1136271 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1136324.875000 Penalty: 4536.370605
	Iteration 22Q: 3 clusters Score -1136325 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1136358.875000 Penalty: 4536.370605
	Iteration 23Q: 3 clusters Score -1136359 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1136381.250000 Penalty: 4536.370605
	Iteration 24Q: 3 clusters Score -1136381 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1136406.125000 Penalty: 4536.370605
	Iteration 25Q: 3 clusters Score -1136406 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1136432.875000 Penalty: 4536.370605
	Iteration 26Q: 3 clusters Score -1136433 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1136464.500000 Penalty: 4536.370605
	Iteration 27Q: 3 clusters Score -1136464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1136482.375000 Penalty: 4536.370605
	Iteration 28Q: 3 clusters Score -1136482 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1136498.875000 Penalty: 4536.370605
	Iteration 29Q: 3 clusters Score -1136499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1136516.000000 Penalty: 4536.370605
	Iteration 30Q: 3 clusters Score -1136516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1136536.500000 Penalty: 4536.370605
	Iteration 31Q: 3 clusters Score -1136536 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1136557.625000 Penalty: 4536.370605
	Iteration 32Q: 3 clusters Score -1136558 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1136577.250000 Penalty: 4536.370605
	Iteration 33Q: 3 clusters Score -1136577 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1136592.625000 Penalty: 4536.370605
	Iteration 34Q: 3 clusters Score -1136593 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1136616.375000 Penalty: 4536.370605
	Iteration 35Q: 3 clusters Score -1136616 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1136646.125000 Penalty: 4536.370605
	Iteration 36Q: 3 clusters Score -1136646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1136666.250000 Penalty: 4536.370605
	Iteration 37Q: 3 clusters Score -1136666 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1136684.875000 Penalty: 4536.370605
	Iteration 38Q: 3 clusters Score -1136685 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1136699.750000 Penalty: 4536.370605
	Iteration 39Q: 3 clusters Score -1136700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1136717.375000 Penalty: 4536.370605
	Iteration 40F: 3 clusters Score -1136717 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1136735.875000 Penalty: 4536.370605
	Iteration 41Q: 3 clusters Score -1136736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1136757.000000 Penalty: 4536.370605
	Iteration 42Q: 3 clusters Score -1136757 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1136780.750000 Penalty: 4536.370605
	Iteration 43Q: 3 clusters Score -1136781 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1136802.625000 Penalty: 4536.370605
	Iteration 44Q: 3 clusters Score -1136803 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1136818.625000 Penalty: 4536.370605
	Iteration 45Q: 3 clusters Score -1136819 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1136833.875000 Penalty: 4536.370605
	Iteration 46Q: 3 clusters Score -1136834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1136841.625000 Penalty: 4536.370605
	Iteration 47Q: 3 clusters Score -1136842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1136853.250000 Penalty: 4536.370605
	Iteration 48Q: 3 clusters Score -1136853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1136857.375000 Penalty: 4536.370605
	Iteration 49Q: 3 clusters Score -1136857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1136865.375000 Penalty: 4536.370605
	Iteration 50Q: 3 clusters Score -1136865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1136869.000000 Penalty: 4536.370605
	Iteration 51Q: 3 clusters Score -1136869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1136877.250000 Penalty: 4536.370605
	Iteration 52Q: 3 clusters Score -1136877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1136877.750000 Penalty: 4536.370605
	Iteration 53Q: 3 clusters Score -1136878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1136882.250000 Penalty: 4536.370605
	Iteration 54Q: 3 clusters Score -1136882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1136880.875000 Penalty: 4536.370605
	Iteration 55Q: 3 clusters Score -1136881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1136881.625000 Penalty: 4536.370605
	Iteration 56Q: 3 clusters Score -1136882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1136883.750000 Penalty: 4536.370605
	Iteration 57Q: 3 clusters Score -1136884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1136884.625000 Penalty: 4536.370605
	Iteration 58Q: 3 clusters Score -1136885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1136883.125000 Penalty: 4536.370605
	Iteration 59Q: 3 clusters Score -1136883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1136885.875000 Penalty: 4536.370605
	Iteration 60F: 3 clusters Score -1136886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1136887.000000 Penalty: 4536.370605
	Iteration 61Q: 3 clusters Score -1136887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1136890.250000 Penalty: 4536.370605
	Iteration 62Q: 3 clusters Score -1136890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1136892.250000 Penalty: 4536.370605
	Iteration 63Q: 3 clusters Score -1136892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1136895.875000 Penalty: 4536.370605
	Iteration 64Q: 3 clusters Score -1136896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1136897.625000 Penalty: 4536.370605
	Iteration 65Q: 3 clusters Score -1136898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1136900.750000 Penalty: 4536.370605
	Iteration 66Q: 3 clusters Score -1136901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1136900.500000 Penalty: 4536.370605
	Iteration 67Q: 3 clusters Score -1136900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1136898.500000 Penalty: 4536.370605
	Iteration 68Q: 3 clusters Score -1136898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1136899.125000 Penalty: 4536.370605
	Iteration 69Q: 3 clusters Score -1136899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1136902.625000 Penalty: 4536.370605
	Iteration 70Q: 3 clusters Score -1136903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1136902.625000 Penalty: 4536.370605
	Iteration 71F: 3 clusters Score -1136903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -19507952.000000 Penalty: 2959.384766
	Iteration 0F: 2 clusters Score -1.950795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 75783 members 
Entering Unmasked Estep 
Score: -19411106.000000 Penalty: 5918.769531
	Iteration 0F: 3 clusters Score -1.941111e+07 nChanged 72584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82989 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -19453668.000000 Penalty: 5918.769531
	Iteration 1F: 3 clusters Score -1.945367e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87430 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -19455920.000000 Penalty: 5918.769531
	Iteration 2Q: 3 clusters Score -1.945592e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93785 members 
Mstep: Class 2 contains 58423 members 
Entering Unmasked Estep 
Score: -19459382.000000 Penalty: 5918.769531
	Iteration 3F: 3 clusters Score -1.945938e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102506 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -19465262.000000 Penalty: 5918.769531
	Iteration 4F: 3 clusters Score -1.946526e+07 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113292 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -19473986.000000 Penalty: 5918.769531
	Iteration 5F: 3 clusters Score -1.947399e+07 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124488 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -19484156.000000 Penalty: 5918.769531
	Iteration 6F: 3 clusters Score -1.948416e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133658 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -19492968.000000 Penalty: 5918.769531
	Iteration 7F: 3 clusters Score -1.949297e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139558 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -19499096.000000 Penalty: 5918.769531
	Iteration 8Q: 3 clusters Score -1.94991e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142867 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -19502054.000000 Penalty: 5918.769531
	Iteration 9Q: 3 clusters Score -1.950205e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144780 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -19503506.000000 Penalty: 5918.769531
	Iteration 10Q: 3 clusters Score -1.950351e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146014 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -19504380.000000 Penalty: 5918.769531
	Iteration 11Q: 3 clusters Score -1.950438e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146924 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -19504894.000000 Penalty: 5918.769531
	Iteration 12Q: 3 clusters Score -1.950489e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147621 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -19505284.000000 Penalty: 5918.769531
	Iteration 13Q: 3 clusters Score -1.950528e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148178 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -19505582.000000 Penalty: 5918.769531
	Iteration 14Q: 3 clusters Score -1.950558e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148657 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -19505726.000000 Penalty: 5918.769531
	Iteration 15Q: 3 clusters Score -1.950573e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149052 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -19505854.000000 Penalty: 5918.769531
	Iteration 16Q: 3 clusters Score -1.950585e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149365 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -19505856.000000 Penalty: 5918.769531
	Iteration 17Q: 3 clusters Score -1.950586e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149617 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -19505954.000000 Penalty: 5918.769531
	Iteration 18Q: 3 clusters Score -1.950595e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149846 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -19505986.000000 Penalty: 5918.769531
	Iteration 19Q: 3 clusters Score -1.950599e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150015 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -19506030.000000 Penalty: 5918.769531
	Iteration 20F: 3 clusters Score -1.950603e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150144 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -19506070.000000 Penalty: 5918.769531
	Iteration 21Q: 3 clusters Score -1.950607e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150261 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -19506076.000000 Penalty: 5918.769531
	Iteration 22Q: 3 clusters Score -1.950608e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150360 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -19506086.000000 Penalty: 5918.769531
	Iteration 23Q: 3 clusters Score -1.950609e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150436 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -19506096.000000 Penalty: 5918.769531
	Iteration 24Q: 3 clusters Score -1.95061e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150494 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -19506088.000000 Penalty: 5918.769531
	Iteration 25Q: 3 clusters Score -1.950609e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150546 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -19506074.000000 Penalty: 5918.769531
	Iteration 26Q: 3 clusters Score -1.950607e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150596 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -19506110.000000 Penalty: 5918.769531
	Iteration 27Q: 3 clusters Score -1.950611e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150636 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -19506108.000000 Penalty: 5918.769531
	Iteration 28Q: 3 clusters Score -1.950611e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150686 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -19506098.000000 Penalty: 5918.769531
	Iteration 29Q: 3 clusters Score -1.95061e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150726 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -19506140.000000 Penalty: 5918.769531
	Iteration 30Q: 3 clusters Score -1.950614e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150764 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -19506152.000000 Penalty: 5918.769531
	Iteration 31Q: 3 clusters Score -1.950615e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150788 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -19506152.000000 Penalty: 5918.769531
	Iteration 32Q: 3 clusters Score -1.950615e+07 nChanged 34
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: -19506164.000000 Penalty: 5918.769531
	Iteration 33Q: 3 clusters Score -1.950616e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150845 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -19506154.000000 Penalty: 5918.769531
	Iteration 34Q: 3 clusters Score -1.950615e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150878 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -19506146.000000 Penalty: 5918.769531
	Iteration 35Q: 3 clusters Score -1.950615e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150915 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -19506146.000000 Penalty: 5918.769531
	Iteration 36Q: 3 clusters Score -1.950615e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150950 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -19506140.000000 Penalty: 5918.769531
	Iteration 37Q: 3 clusters Score -1.950614e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150980 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -19506144.000000 Penalty: 5918.769531
	Iteration 38Q: 3 clusters Score -1.950614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150998 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -19506128.000000 Penalty: 5918.769531
	Iteration 39Q: 3 clusters Score -1.950613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151012 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -19506138.000000 Penalty: 5918.769531
	Iteration 40F: 3 clusters Score -1.950614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151021 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -19506118.000000 Penalty: 5918.769531
	Iteration 41Q: 3 clusters Score -1.950612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151029 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -19506134.000000 Penalty: 5918.769531
	Iteration 42Q: 3 clusters Score -1.950613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151035 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -19506120.000000 Penalty: 5918.769531
	Iteration 43Q: 3 clusters Score -1.950612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151041 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -19506132.000000 Penalty: 5918.769531
	Iteration 44Q: 3 clusters Score -1.950613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151053 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -19506162.000000 Penalty: 5918.769531
	Iteration 45Q: 3 clusters Score -1.950616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151065 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -19506172.000000 Penalty: 5918.769531
	Iteration 46Q: 3 clusters Score -1.950617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151069 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -19506156.000000 Penalty: 5918.769531
	Iteration 47Q: 3 clusters Score -1.950616e+07 nChanged 3
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: -19506166.000000 Penalty: 5918.769531
	Iteration 48Q: 3 clusters Score -1.950617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151075 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -19506168.000000 Penalty: 5918.769531
	Iteration 49Q: 3 clusters Score -1.950617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151075 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -19506168.000000 Penalty: 5918.769531
	Iteration 50Q: 3 clusters Score -1.950617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151076 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -19506162.000000 Penalty: 5918.769531
	Iteration 51Q: 3 clusters Score -1.950616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151079 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -19506176.000000 Penalty: 5918.769531
	Iteration 52Q: 3 clusters Score -1.950618e+07 nChanged 4
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: -19506166.000000 Penalty: 5918.769531
	Iteration 53Q: 3 clusters Score -1.950617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151087 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -19506168.000000 Penalty: 5918.769531
	Iteration 54Q: 3 clusters Score -1.950617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151096 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -19506182.000000 Penalty: 5918.769531
	Iteration 55Q: 3 clusters Score -1.950618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151103 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -19506178.000000 Penalty: 5918.769531
	Iteration 56Q: 3 clusters Score -1.950618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151108 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -19506182.000000 Penalty: 5918.769531
	Iteration 57Q: 3 clusters Score -1.950618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151112 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -19506178.000000 Penalty: 5918.769531
	Iteration 58Q: 3 clusters Score -1.950618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151111 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -19506176.000000 Penalty: 5918.769531
	Iteration 59Q: 3 clusters Score -1.950618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151112 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -19506180.000000 Penalty: 5918.769531
	Iteration 60F: 3 clusters Score -1.950618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70590 members 
Entering Unmasked Estep 
Score: -9044948.000000 Penalty: 2768.831787
	Iteration 0F: 2 clusters Score -9044948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -8997865.000000 Penalty: 5537.663574
	Iteration 0F: 3 clusters Score -8997865 nChanged 32886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -9015995.000000 Penalty: 5537.663574
	Iteration 1F: 3 clusters Score -9015995 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -9016544.000000 Penalty: 5537.663574
	Iteration 2Q: 3 clusters Score -9016544 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -9017034.000000 Penalty: 5537.663574
	Iteration 3Q: 3 clusters Score -9017034 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -9017713.000000 Penalty: 5537.663574
	Iteration 4Q: 3 clusters Score -9017713 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -9018465.000000 Penalty: 5537.663574
	Iteration 5Q: 3 clusters Score -9018465 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -9019554.000000 Penalty: 5537.663574
	Iteration 6Q: 3 clusters Score -9019554 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -9021105.000000 Penalty: 5537.663574
	Iteration 7Q: 3 clusters Score -9021105 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -9023118.000000 Penalty: 5537.663574
	Iteration 8F: 3 clusters Score -9023118 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -9026060.000000 Penalty: 5537.663574
	Iteration 9F: 3 clusters Score -9026060 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -9029702.000000 Penalty: 5537.663574
	Iteration 10F: 3 clusters Score -9029702 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -9033413.000000 Penalty: 5537.663574
	Iteration 11F: 3 clusters Score -9033413 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -9035990.000000 Penalty: 5537.663574
	Iteration 12F: 3 clusters Score -9035990 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -9036973.000000 Penalty: 5537.663574
	Iteration 13Q: 3 clusters Score -9036973 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -9037491.000000 Penalty: 5537.663574
	Iteration 14Q: 3 clusters Score -9037491 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -9037830.000000 Penalty: 5537.663574
	Iteration 15Q: 3 clusters Score -9037830 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -9038095.000000 Penalty: 5537.663574
	Iteration 16Q: 3 clusters Score -9038095 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -9038371.000000 Penalty: 5537.663574
	Iteration 17Q: 3 clusters Score -9038371 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -9038594.000000 Penalty: 5537.663574
	Iteration 18Q: 3 clusters Score -9038594 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -9038862.000000 Penalty: 5537.663574
	Iteration 19Q: 3 clusters Score -9038862 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55775 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -9039097.000000 Penalty: 5537.663574
	Iteration 20F: 3 clusters Score -9039097 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -9039336.000000 Penalty: 5537.663574
	Iteration 21Q: 3 clusters Score -9039336 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -9039554.000000 Penalty: 5537.663574
	Iteration 22Q: 3 clusters Score -9039554 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -9039812.000000 Penalty: 5537.663574
	Iteration 23Q: 3 clusters Score -9039812 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -9039978.000000 Penalty: 5537.663574
	Iteration 24Q: 3 clusters Score -9039978 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -9040147.000000 Penalty: 5537.663574
	Iteration 25Q: 3 clusters Score -9040147 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -9040321.000000 Penalty: 5537.663574
	Iteration 26Q: 3 clusters Score -9040321 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -9040504.000000 Penalty: 5537.663574
	Iteration 27Q: 3 clusters Score -9040504 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -9040707.000000 Penalty: 5537.663574
	Iteration 28Q: 3 clusters Score -9040707 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -9040827.000000 Penalty: 5537.663574
	Iteration 29Q: 3 clusters Score -9040827 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -9040970.000000 Penalty: 5537.663574
	Iteration 30Q: 3 clusters Score -9040970 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -9041118.000000 Penalty: 5537.663574
	Iteration 31Q: 3 clusters Score -9041118 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63532 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -9041263.000000 Penalty: 5537.663574
	Iteration 32Q: 3 clusters Score -9041263 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -9041430.000000 Penalty: 5537.663574
	Iteration 33Q: 3 clusters Score -9041430 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -9041562.000000 Penalty: 5537.663574
	Iteration 34Q: 3 clusters Score -9041562 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -9041701.000000 Penalty: 5537.663574
	Iteration 35Q: 3 clusters Score -9041701 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65245 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -9041813.000000 Penalty: 5537.663574
	Iteration 36Q: 3 clusters Score -9041813 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -9041923.000000 Penalty: 5537.663574
	Iteration 37Q: 3 clusters Score -9041923 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65941 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -9042014.000000 Penalty: 5537.663574
	Iteration 38Q: 3 clusters Score -9042014 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -9042112.000000 Penalty: 5537.663574
	Iteration 39Q: 3 clusters Score -9042112 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -9042177.000000 Penalty: 5537.663574
	Iteration 40F: 3 clusters Score -9042177 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -9042245.000000 Penalty: 5537.663574
	Iteration 41Q: 3 clusters Score -9042245 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66998 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -9042352.000000 Penalty: 5537.663574
	Iteration 42Q: 3 clusters Score -9042352 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67223 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -9042429.000000 Penalty: 5537.663574
	Iteration 43Q: 3 clusters Score -9042429 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -9042505.000000 Penalty: 5537.663574
	Iteration 44Q: 3 clusters Score -9042505 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -9042553.000000 Penalty: 5537.663574
	Iteration 45Q: 3 clusters Score -9042553 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -9042604.000000 Penalty: 5537.663574
	Iteration 46Q: 3 clusters Score -9042604 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -9042648.000000 Penalty: 5537.663574
	Iteration 47Q: 3 clusters Score -9042648 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68048 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -9042677.000000 Penalty: 5537.663574
	Iteration 48Q: 3 clusters Score -9042677 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -9042721.000000 Penalty: 5537.663574
	Iteration 49Q: 3 clusters Score -9042721 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -9042766.000000 Penalty: 5537.663574
	Iteration 50Q: 3 clusters Score -9042766 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68385 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -9042792.000000 Penalty: 5537.663574
	Iteration 51Q: 3 clusters Score -9042792 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -9042829.000000 Penalty: 5537.663574
	Iteration 52Q: 3 clusters Score -9042829 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68547 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -9042842.000000 Penalty: 5537.663574
	Iteration 53Q: 3 clusters Score -9042842 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9042864.000000 Penalty: 5537.663574
	Iteration 54Q: 3 clusters Score -9042864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9042866.000000 Penalty: 5537.663574
	Iteration 55Q: 3 clusters Score -9042866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -9042871.000000 Penalty: 5537.663574
	Iteration 56Q: 3 clusters Score -9042871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -9042888.000000 Penalty: 5537.663574
	Iteration 57Q: 3 clusters Score -9042888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68754 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9042902.000000 Penalty: 5537.663574
	Iteration 58Q: 3 clusters Score -9042902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -9042890.000000 Penalty: 5537.663574
	Iteration 59Q: 3 clusters Score -9042890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -9042903.000000 Penalty: 5537.663574
	Iteration 60F: 3 clusters Score -9042903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -9042899.000000 Penalty: 5537.663574
	Iteration 61Q: 3 clusters Score -9042899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9042909.000000 Penalty: 5537.663574
	Iteration 62Q: 3 clusters Score -9042909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -9042913.000000 Penalty: 5537.663574
	Iteration 63Q: 3 clusters Score -9042913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9042921.000000 Penalty: 5537.663574
	Iteration 64Q: 3 clusters Score -9042921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -9042930.000000 Penalty: 5537.663574
	Iteration 65Q: 3 clusters Score -9042930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9042932.000000 Penalty: 5537.663574
	Iteration 66Q: 3 clusters Score -9042932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68886 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9042929.000000 Penalty: 5537.663574
	Iteration 67Q: 3 clusters Score -9042929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -9042937.000000 Penalty: 5537.663574
	Iteration 68Q: 3 clusters Score -9042937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -9042934.000000 Penalty: 5537.663574
	Iteration 69Q: 3 clusters Score -9042934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -9042934.000000 Penalty: 5537.663574
	Iteration 70Q: 3 clusters Score -9042934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -9042938.000000 Penalty: 5537.663574
	Iteration 71Q: 3 clusters Score -9042938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68904 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9042944.000000 Penalty: 5537.663574
	Iteration 72Q: 3 clusters Score -9042944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -9042943.000000 Penalty: 5537.663574
	Iteration 73Q: 3 clusters Score -9042943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -9042945.000000 Penalty: 5537.663574
	Iteration 74Q: 3 clusters Score -9042945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9042948.000000 Penalty: 5537.663574
	Iteration 75Q: 3 clusters Score -9042948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -9042939.000000 Penalty: 5537.663574
	Iteration 76Q: 3 clusters Score -9042939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -9042940.000000 Penalty: 5537.663574
	Iteration 77Q: 3 clusters Score -9042940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -9042940.000000 Penalty: 5537.663574
	Iteration 78F: 3 clusters Score -9042940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68135 members 
Entering Unmasked Estep 
Score: -8437717.000000 Penalty: 2760.053223
	Iteration 0F: 2 clusters Score -8437717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -8392407.000000 Penalty: 5520.106445
	Iteration 0F: 3 clusters Score -8392407 nChanged 31675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -8409841.000000 Penalty: 5520.106445
	Iteration 1F: 3 clusters Score -8409841 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -8410395.000000 Penalty: 5520.106445
	Iteration 2Q: 3 clusters Score -8410395 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -8411019.000000 Penalty: 5520.106445
	Iteration 3Q: 3 clusters Score -8411019 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -8411792.000000 Penalty: 5520.106445
	Iteration 4Q: 3 clusters Score -8411792 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -8412833.000000 Penalty: 5520.106445
	Iteration 5Q: 3 clusters Score -8412833 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -8414364.000000 Penalty: 5520.106445
	Iteration 6Q: 3 clusters Score -8414364 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -8416647.000000 Penalty: 5520.106445
	Iteration 7F: 3 clusters Score -8416647 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -8419942.000000 Penalty: 5520.106445
	Iteration 8F: 3 clusters Score -8419942 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -8424233.000000 Penalty: 5520.106445
	Iteration 9F: 3 clusters Score -8424233 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -8428550.000000 Penalty: 5520.106445
	Iteration 10F: 3 clusters Score -8428550 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -8431887.000000 Penalty: 5520.106445
	Iteration 11F: 3 clusters Score -8431887 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -8433753.000000 Penalty: 5520.106445
	Iteration 12Q: 3 clusters Score -8433753 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8434639.000000 Penalty: 5520.106445
	Iteration 13Q: 3 clusters Score -8434639 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8435002.000000 Penalty: 5520.106445
	Iteration 14Q: 3 clusters Score -8435002 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8435142.000000 Penalty: 5520.106445
	Iteration 15Q: 3 clusters Score -8435142 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8435220.000000 Penalty: 5520.106445
	Iteration 16Q: 3 clusters Score -8435220 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8435271.000000 Penalty: 5520.106445
	Iteration 17Q: 3 clusters Score -8435271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67676 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8435293.000000 Penalty: 5520.106445
	Iteration 18Q: 3 clusters Score -8435293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67696 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8435315.000000 Penalty: 5520.106445
	Iteration 19Q: 3 clusters Score -8435315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8435337.000000 Penalty: 5520.106445
	Iteration 20F: 3 clusters Score -8435337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8435356.000000 Penalty: 5520.106445
	Iteration 21Q: 3 clusters Score -8435356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8435360.000000 Penalty: 5520.106445
	Iteration 22Q: 3 clusters Score -8435360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8435361.000000 Penalty: 5520.106445
	Iteration 23Q: 3 clusters Score -8435361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67749 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8435365.000000 Penalty: 5520.106445
	Iteration 24Q: 3 clusters Score -8435365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8435371.000000 Penalty: 5520.106445
	Iteration 25Q: 3 clusters Score -8435371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67756 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8435375.000000 Penalty: 5520.106445
	Iteration 26Q: 3 clusters Score -8435375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67759 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8435373.000000 Penalty: 5520.106445
	Iteration 27Q: 3 clusters Score -8435373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67763 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8435379.000000 Penalty: 5520.106445
	Iteration 28Q: 3 clusters Score -8435379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8435382.000000 Penalty: 5520.106445
	Iteration 29Q: 3 clusters Score -8435382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67766 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8435381.000000 Penalty: 5520.106445
	Iteration 30Q: 3 clusters Score -8435381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67769 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8435385.000000 Penalty: 5520.106445
	Iteration 31Q: 3 clusters Score -8435385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8435383.000000 Penalty: 5520.106445
	Iteration 32Q: 3 clusters Score -8435383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8435391.000000 Penalty: 5520.106445
	Iteration 33Q: 3 clusters Score -8435391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8435391.000000 Penalty: 5520.106445
	Iteration 34F: 3 clusters Score -8435391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78438 members 
Entering Unmasked Estep 
Score: -9936992.000000 Penalty: 2794.975830
	Iteration 0F: 2 clusters Score -9936992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -9884890.000000 Penalty: 5589.951660
	Iteration 0F: 3 clusters Score -9884890 nChanged 36761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -9905400.000000 Penalty: 5589.951660
	Iteration 1F: 3 clusters Score -9905400 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -9906091.000000 Penalty: 5589.951660
	Iteration 2Q: 3 clusters Score -9906091 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -9906986.000000 Penalty: 5589.951660
	Iteration 3Q: 3 clusters Score -9906986 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -9908275.000000 Penalty: 5589.951660
	Iteration 4Q: 3 clusters Score -9908275 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -9910335.000000 Penalty: 5589.951660
	Iteration 5F: 3 clusters Score -9910335 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -9913539.000000 Penalty: 5589.951660
	Iteration 6F: 3 clusters Score -9913539 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -9917840.000000 Penalty: 5589.951660
	Iteration 7F: 3 clusters Score -9917840 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65245 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -9923142.000000 Penalty: 5589.951660
	Iteration 8F: 3 clusters Score -9923142 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -9927937.000000 Penalty: 5589.951660
	Iteration 9F: 3 clusters Score -9927937 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74136 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -9931280.000000 Penalty: 5589.951660
	Iteration 10Q: 3 clusters Score -9931280 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76238 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -9933012.000000 Penalty: 5589.951660
	Iteration 11Q: 3 clusters Score -9933012 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77220 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9933791.000000 Penalty: 5589.951660
	Iteration 12Q: 3 clusters Score -9933791 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77654 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9934161.000000 Penalty: 5589.951660
	Iteration 13Q: 3 clusters Score -9934161 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77864 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9934309.000000 Penalty: 5589.951660
	Iteration 14Q: 3 clusters Score -9934309 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77964 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9934402.000000 Penalty: 5589.951660
	Iteration 15Q: 3 clusters Score -9934402 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78013 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9934448.000000 Penalty: 5589.951660
	Iteration 16Q: 3 clusters Score -9934448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78051 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9934498.000000 Penalty: 5589.951660
	Iteration 17Q: 3 clusters Score -9934498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78070 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9934533.000000 Penalty: 5589.951660
	Iteration 18Q: 3 clusters Score -9934533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78082 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9934561.000000 Penalty: 5589.951660
	Iteration 19Q: 3 clusters Score -9934561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78088 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9934568.000000 Penalty: 5589.951660
	Iteration 20F: 3 clusters Score -9934568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78089 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9934567.000000 Penalty: 5589.951660
	Iteration 21Q: 3 clusters Score -9934567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78091 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9934568.000000 Penalty: 5589.951660
	Iteration 22Q: 3 clusters Score -9934568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78091 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9934569.000000 Penalty: 5589.951660
	Iteration 23Q: 3 clusters Score -9934569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78091 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9934569.000000 Penalty: 5589.951660
	Iteration 24F: 3 clusters Score -9934569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -63143.687500 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -63143.69 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 284 members 
Entering Unmasked Estep 
Score: -61592.136719 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -61592.14 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61800.082031 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -61800.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61880.488281 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -61880.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61908.066406 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -61908.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61932.000000 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -61932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61963.457031 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -61963.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61991.292969 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -61991.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62029.210938 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -62029.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62051.546875 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -62051.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62067.753906 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -62067.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62093.539062 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -62093.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62114.777344 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -62114.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62126.652344 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -62126.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62141.183594 Penalty: 3143.065674
	Iteration 13Q: 3 clusters Score -62141.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -62159.941406 Penalty: 3143.065674
	Iteration 14Q: 3 clusters Score -62159.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62182.078125 Penalty: 3143.065674
	Iteration 15Q: 3 clusters Score -62182.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -62194.917969 Penalty: 3143.065674
	Iteration 16Q: 3 clusters Score -62194.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -62206.039062 Penalty: 3143.065674
	Iteration 17Q: 3 clusters Score -62206.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62219.398438 Penalty: 3143.065674
	Iteration 18Q: 3 clusters Score -62219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -62224.726562 Penalty: 3143.065674
	Iteration 19Q: 3 clusters Score -62224.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -62224.726562 Penalty: 3143.065674
	Iteration 20F: 3 clusters Score -62224.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -41980.550781 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -41980.55 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 214 members 
Entering Unmasked Estep 
Score: -40667.792969 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -40667.79 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41110.136719 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -41110.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41439.765625 Penalty: 3015.646973
	Iteration 2F: 3 clusters Score -41439.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41571.929688 Penalty: 3015.646973
	Iteration 3Q: 3 clusters Score -41571.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41622.078125 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -41622.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41638.265625 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -41638.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41645.304688 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -41645.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41647.558594 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -41647.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41650.574219 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -41650.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41650.574219 Penalty: 3015.646973
	Iteration 9F: 3 clusters Score -41650.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (151418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151418 members 
Entering Unmasked Estep 
Score: -19247236.000000 Penalty: 2958.094238
	Iteration 0F: 2 clusters Score -1.924724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76022 members 
Mstep: Class 2 contains 75396 members 
Entering Unmasked Estep 
Score: -19147230.000000 Penalty: 5916.188477
	Iteration 0F: 3 clusters Score -1.914723e+07 nChanged 72254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78422 members 
Mstep: Class 2 contains 72996 members 
Entering Unmasked Estep 
Score: -19188672.000000 Penalty: 5916.188477
	Iteration 1F: 3 clusters Score -1.918867e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80174 members 
Mstep: Class 2 contains 71244 members 
Entering Unmasked Estep 
Score: -19189752.000000 Penalty: 5916.188477
	Iteration 2Q: 3 clusters Score -1.918975e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 68555 members 
Entering Unmasked Estep 
Score: -19191176.000000 Penalty: 5916.188477
	Iteration 3Q: 3 clusters Score -1.919118e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86992 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -19193846.000000 Penalty: 5916.188477
	Iteration 4Q: 3 clusters Score -1.919385e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92971 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -19198134.000000 Penalty: 5916.188477
	Iteration 5Q: 3 clusters Score -1.919813e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -19205184.000000 Penalty: 5916.188477
	Iteration 6F: 3 clusters Score -1.920518e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109782 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -19213294.000000 Penalty: 5916.188477
	Iteration 7F: 3 clusters Score -1.921329e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118714 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -19221366.000000 Penalty: 5916.188477
	Iteration 8F: 3 clusters Score -1.922137e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126623 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -19227742.000000 Penalty: 5916.188477
	Iteration 9F: 3 clusters Score -1.922774e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133287 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -19233156.000000 Penalty: 5916.188477
	Iteration 10Q: 3 clusters Score -1.923316e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138578 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -19237142.000000 Penalty: 5916.188477
	Iteration 11Q: 3 clusters Score -1.923714e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142583 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -19240016.000000 Penalty: 5916.188477
	Iteration 12Q: 3 clusters Score -1.924002e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145366 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -19241892.000000 Penalty: 5916.188477
	Iteration 13Q: 3 clusters Score -1.924189e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147183 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -19242958.000000 Penalty: 5916.188477
	Iteration 14Q: 3 clusters Score -1.924296e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148220 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -19243588.000000 Penalty: 5916.188477
	Iteration 15Q: 3 clusters Score -1.924359e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148911 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -19243968.000000 Penalty: 5916.188477
	Iteration 16Q: 3 clusters Score -1.924397e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149343 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -19244240.000000 Penalty: 5916.188477
	Iteration 17Q: 3 clusters Score -1.924424e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149614 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -19244418.000000 Penalty: 5916.188477
	Iteration 18Q: 3 clusters Score -1.924442e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149806 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -19244498.000000 Penalty: 5916.188477
	Iteration 19Q: 3 clusters Score -1.92445e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149942 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -19244580.000000 Penalty: 5916.188477
	Iteration 20F: 3 clusters Score -1.924458e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150026 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -19244614.000000 Penalty: 5916.188477
	Iteration 21Q: 3 clusters Score -1.924461e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150106 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -19244642.000000 Penalty: 5916.188477
	Iteration 22Q: 3 clusters Score -1.924464e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150158 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -19244712.000000 Penalty: 5916.188477
	Iteration 23Q: 3 clusters Score -1.924471e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150196 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -19244728.000000 Penalty: 5916.188477
	Iteration 24Q: 3 clusters Score -1.924473e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150220 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -19244742.000000 Penalty: 5916.188477
	Iteration 25Q: 3 clusters Score -1.924474e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150236 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -19244768.000000 Penalty: 5916.188477
	Iteration 26Q: 3 clusters Score -1.924477e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150251 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -19244766.000000 Penalty: 5916.188477
	Iteration 27Q: 3 clusters Score -1.924477e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150265 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -19244784.000000 Penalty: 5916.188477
	Iteration 28Q: 3 clusters Score -1.924478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150285 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -19244798.000000 Penalty: 5916.188477
	Iteration 29Q: 3 clusters Score -1.92448e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150302 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -19244802.000000 Penalty: 5916.188477
	Iteration 30Q: 3 clusters Score -1.92448e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150313 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -19244798.000000 Penalty: 5916.188477
	Iteration 31Q: 3 clusters Score -1.92448e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150325 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -19244806.000000 Penalty: 5916.188477
	Iteration 32Q: 3 clusters Score -1.924481e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150343 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -19244836.000000 Penalty: 5916.188477
	Iteration 33Q: 3 clusters Score -1.924484e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150346 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -19244840.000000 Penalty: 5916.188477
	Iteration 34Q: 3 clusters Score -1.924484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150347 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -19244838.000000 Penalty: 5916.188477
	Iteration 35Q: 3 clusters Score -1.924484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150350 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -19244838.000000 Penalty: 5916.188477
	Iteration 36Q: 3 clusters Score -1.924484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150351 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -19244850.000000 Penalty: 5916.188477
	Iteration 37Q: 3 clusters Score -1.924485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150353 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -19244848.000000 Penalty: 5916.188477
	Iteration 38Q: 3 clusters Score -1.924485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150355 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -19244848.000000 Penalty: 5916.188477
	Iteration 39Q: 3 clusters Score -1.924485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150357 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -19244846.000000 Penalty: 5916.188477
	Iteration 40F: 3 clusters Score -1.924485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150358 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -19244852.000000 Penalty: 5916.188477
	Iteration 41Q: 3 clusters Score -1.924485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150360 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -19244852.000000 Penalty: 5916.188477
	Iteration 42Q: 3 clusters Score -1.924485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150360 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -19244852.000000 Penalty: 5916.188477
	Iteration 43F: 3 clusters Score -1.924485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (115547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115547 members 
Entering Unmasked Estep 
Score: -14791065.000000 Penalty: 2891.043213
	Iteration 0F: 2 clusters Score -1.479106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -14714876.000000 Penalty: 5782.086426
	Iteration 0F: 3 clusters Score -1.471488e+07 nChanged 54838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 59922 members 
Entering Unmasked Estep 
Score: -14746460.000000 Penalty: 5782.086426
	Iteration 1F: 3 clusters Score -1.474646e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -14747179.000000 Penalty: 5782.086426
	Iteration 2Q: 3 clusters Score -1.474718e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
Score: -14747905.000000 Penalty: 5782.086426
	Iteration 3Q: 3 clusters Score -1.47479e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 66023 members 
Entering Unmasked Estep 
Score: -14749250.000000 Penalty: 5782.086426
	Iteration 4Q: 3 clusters Score -1.474925e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -14751633.000000 Penalty: 5782.086426
	Iteration 5Q: 3 clusters Score -1.475163e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -14756059.000000 Penalty: 5782.086426
	Iteration 6F: 3 clusters Score -1.475606e+07 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 85976 members 
Entering Unmasked Estep 
Score: -14763138.000000 Penalty: 5782.086426
	Iteration 7F: 3 clusters Score -1.476314e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 95677 members 
Entering Unmasked Estep 
Score: -14772567.000000 Penalty: 5782.086426
	Iteration 8F: 3 clusters Score -1.477257e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 103878 members 
Entering Unmasked Estep 
Score: -14780610.000000 Penalty: 5782.086426
	Iteration 9F: 3 clusters Score -1.478061e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 108880 members 
Entering Unmasked Estep 
Score: -14785194.000000 Penalty: 5782.086426
	Iteration 10Q: 3 clusters Score -1.478519e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 111277 members 
Entering Unmasked Estep 
Score: -14787296.000000 Penalty: 5782.086426
	Iteration 11Q: 3 clusters Score -1.47873e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 112383 members 
Entering Unmasked Estep 
Score: -14788252.000000 Penalty: 5782.086426
	Iteration 12Q: 3 clusters Score -1.478825e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 112880 members 
Entering Unmasked Estep 
Score: -14788693.000000 Penalty: 5782.086426
	Iteration 13Q: 3 clusters Score -1.478869e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 113173 members 
Entering Unmasked Estep 
Score: -14788939.000000 Penalty: 5782.086426
	Iteration 14Q: 3 clusters Score -1.478894e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 113320 members 
Entering Unmasked Estep 
Score: -14789076.000000 Penalty: 5782.086426
	Iteration 15Q: 3 clusters Score -1.478908e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 113411 members 
Entering Unmasked Estep 
Score: -14789132.000000 Penalty: 5782.086426
	Iteration 16Q: 3 clusters Score -1.478913e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 113461 members 
Entering Unmasked Estep 
Score: -14789165.000000 Penalty: 5782.086426
	Iteration 17Q: 3 clusters Score -1.478916e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 113503 members 
Entering Unmasked Estep 
Score: -14789200.000000 Penalty: 5782.086426
	Iteration 18Q: 3 clusters Score -1.47892e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 113545 members 
Entering Unmasked Estep 
Score: -14789215.000000 Penalty: 5782.086426
	Iteration 19Q: 3 clusters Score -1.478922e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 113575 members 
Entering Unmasked Estep 
Score: -14789247.000000 Penalty: 5782.086426
	Iteration 20F: 3 clusters Score -1.478925e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 113603 members 
Entering Unmasked Estep 
Score: -14789246.000000 Penalty: 5782.086426
	Iteration 21Q: 3 clusters Score -1.478925e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 113628 members 
Entering Unmasked Estep 
Score: -14789261.000000 Penalty: 5782.086426
	Iteration 22Q: 3 clusters Score -1.478926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 113640 members 
Entering Unmasked Estep 
Score: -14789242.000000 Penalty: 5782.086426
	Iteration 23Q: 3 clusters Score -1.478924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 113651 members 
Entering Unmasked Estep 
Score: -14789248.000000 Penalty: 5782.086426
	Iteration 24Q: 3 clusters Score -1.478925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 113656 members 
Entering Unmasked Estep 
Score: -14789261.000000 Penalty: 5782.086426
	Iteration 25Q: 3 clusters Score -1.478926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 113662 members 
Entering Unmasked Estep 
Score: -14789262.000000 Penalty: 5782.086426
	Iteration 26Q: 3 clusters Score -1.478926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 113675 members 
Entering Unmasked Estep 
Score: -14789250.000000 Penalty: 5782.086426
	Iteration 27Q: 3 clusters Score -1.478925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 113680 members 
Entering Unmasked Estep 
Score: -14789258.000000 Penalty: 5782.086426
	Iteration 28Q: 3 clusters Score -1.478926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 113681 members 
Entering Unmasked Estep 
Score: -14789254.000000 Penalty: 5782.086426
	Iteration 29Q: 3 clusters Score -1.478925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 113681 members 
Entering Unmasked Estep 
Score: -14789256.000000 Penalty: 5782.086426
	Iteration 30Q: 3 clusters Score -1.478926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 113681 members 
Entering Unmasked Estep 
Score: -14789256.000000 Penalty: 5782.086426
	Iteration 31F: 3 clusters Score -1.478926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Entering Unmasked Estep 
Score: -3963551.250000 Penalty: 2566.211914
	Iteration 0F: 2 clusters Score -3963551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3942102.500000 Penalty: 5132.423828
	Iteration 0F: 3 clusters Score -3942102 nChanged 14189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3949696.000000 Penalty: 5132.423828
	Iteration 1F: 3 clusters Score -3949696 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -3950151.500000 Penalty: 5132.423828
	Iteration 2Q: 3 clusters Score -3950152 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3950584.250000 Penalty: 5132.423828
	Iteration 3Q: 3 clusters Score -3950584 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -3951116.000000 Penalty: 5132.423828
	Iteration 4Q: 3 clusters Score -3951116 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3951831.500000 Penalty: 5132.423828
	Iteration 5Q: 3 clusters Score -3951832 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -3952900.750000 Penalty: 5132.423828
	Iteration 6F: 3 clusters Score -3952901 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3954416.750000 Penalty: 5132.423828
	Iteration 7F: 3 clusters Score -3954417 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3956242.000000 Penalty: 5132.423828
	Iteration 8F: 3 clusters Score -3956242 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -3958028.500000 Penalty: 5132.423828
	Iteration 9F: 3 clusters Score -3958028 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -3959331.750000 Penalty: 5132.423828
	Iteration 10Q: 3 clusters Score -3959332 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3960205.750000 Penalty: 5132.423828
	Iteration 11Q: 3 clusters Score -3960206 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3960866.000000 Penalty: 5132.423828
	Iteration 12Q: 3 clusters Score -3960866 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -3961179.000000 Penalty: 5132.423828
	Iteration 13Q: 3 clusters Score -3961179 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -3961329.750000 Penalty: 5132.423828
	Iteration 14Q: 3 clusters Score -3961330 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3961408.750000 Penalty: 5132.423828
	Iteration 15Q: 3 clusters Score -3961409 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -3961454.500000 Penalty: 5132.423828
	Iteration 16Q: 3 clusters Score -3961454 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -3961496.500000 Penalty: 5132.423828
	Iteration 17Q: 3 clusters Score -3961496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -3961516.750000 Penalty: 5132.423828
	Iteration 18Q: 3 clusters Score -3961517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -3961528.000000 Penalty: 5132.423828
	Iteration 19Q: 3 clusters Score -3961528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -3961540.250000 Penalty: 5132.423828
	Iteration 20F: 3 clusters Score -3961540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -3961550.250000 Penalty: 5132.423828
	Iteration 21Q: 3 clusters Score -3961550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -3961553.000000 Penalty: 5132.423828
	Iteration 22Q: 3 clusters Score -3961553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -3961555.500000 Penalty: 5132.423828
	Iteration 23Q: 3 clusters Score -3961556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -3961552.000000 Penalty: 5132.423828
	Iteration 24Q: 3 clusters Score -3961552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -3961558.500000 Penalty: 5132.423828
	Iteration 25Q: 3 clusters Score -3961558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -3961561.250000 Penalty: 5132.423828
	Iteration 26Q: 3 clusters Score -3961561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -3961564.250000 Penalty: 5132.423828
	Iteration 27Q: 3 clusters Score -3961564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -3961565.500000 Penalty: 5132.423828
	Iteration 28Q: 3 clusters Score -3961566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -3961564.250000 Penalty: 5132.423828
	Iteration 29Q: 3 clusters Score -3961564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -3961568.250000 Penalty: 5132.423828
	Iteration 30Q: 3 clusters Score -3961568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -3961571.750000 Penalty: 5132.423828
	Iteration 31Q: 3 clusters Score -3961572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -3961572.250000 Penalty: 5132.423828
	Iteration 32Q: 3 clusters Score -3961572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -3961572.250000 Penalty: 5132.423828
	Iteration 33Q: 3 clusters Score -3961572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -3961572.250000 Penalty: 5132.423828
	Iteration 34F: 3 clusters Score -3961572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (127528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127528 members 
Entering Unmasked Estep 
Score: -16222817.000000 Penalty: 2915.510498
	Iteration 0F: 2 clusters Score -1.622282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 63878 members 
Entering Unmasked Estep 
Score: -16137526.000000 Penalty: 5831.020996
	Iteration 0F: 3 clusters Score -1.613753e+07 nChanged 60584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -16172557.000000 Penalty: 5831.020996
	Iteration 1F: 3 clusters Score -1.617256e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 64965 members 
Entering Unmasked Estep 
Score: -16173188.000000 Penalty: 5831.020996
	Iteration 2Q: 3 clusters Score -1.617319e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -16173841.000000 Penalty: 5831.020996
	Iteration 3Q: 3 clusters Score -1.617384e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -16174687.000000 Penalty: 5831.020996
	Iteration 4Q: 3 clusters Score -1.617469e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 68031 members 
Entering Unmasked Estep 
Score: -16175699.000000 Penalty: 5831.020996
	Iteration 5Q: 3 clusters Score -1.61757e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -16176855.000000 Penalty: 5831.020996
	Iteration 6Q: 3 clusters Score -1.617686e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -16178683.000000 Penalty: 5831.020996
	Iteration 7Q: 3 clusters Score -1.617868e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 77718 members 
Entering Unmasked Estep 
Score: -16181388.000000 Penalty: 5831.020996
	Iteration 8Q: 3 clusters Score -1.618139e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -16185526.000000 Penalty: 5831.020996
	Iteration 9F: 3 clusters Score -1.618553e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -16191241.000000 Penalty: 5831.020996
	Iteration 10F: 3 clusters Score -1.619124e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 99472 members 
Entering Unmasked Estep 
Score: -16197947.000000 Penalty: 5831.020996
	Iteration 11F: 3 clusters Score -1.619795e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 107086 members 
Entering Unmasked Estep 
Score: -16204383.000000 Penalty: 5831.020996
	Iteration 12F: 3 clusters Score -1.620438e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 113381 members 
Entering Unmasked Estep 
Score: -16209745.000000 Penalty: 5831.020996
	Iteration 13Q: 3 clusters Score -1.620974e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 118040 members 
Entering Unmasked Estep 
Score: -16213572.000000 Penalty: 5831.020996
	Iteration 14Q: 3 clusters Score -1.621357e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 121369 members 
Entering Unmasked Estep 
Score: -16216228.000000 Penalty: 5831.020996
	Iteration 15Q: 3 clusters Score -1.621623e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 123554 members 
Entering Unmasked Estep 
Score: -16217780.000000 Penalty: 5831.020996
	Iteration 16Q: 3 clusters Score -1.621778e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 124999 members 
Entering Unmasked Estep 
Score: -16218810.000000 Penalty: 5831.020996
	Iteration 17Q: 3 clusters Score -1.621881e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 125774 members 
Entering Unmasked Estep 
Score: -16219382.000000 Penalty: 5831.020996
	Iteration 18Q: 3 clusters Score -1.621938e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 126209 members 
Entering Unmasked Estep 
Score: -16219678.000000 Penalty: 5831.020996
	Iteration 19Q: 3 clusters Score -1.621968e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 126461 members 
Entering Unmasked Estep 
Score: -16219841.000000 Penalty: 5831.020996
	Iteration 20F: 3 clusters Score -1.621984e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 126617 members 
Entering Unmasked Estep 
Score: -16219951.000000 Penalty: 5831.020996
	Iteration 21Q: 3 clusters Score -1.621995e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 126717 members 
Entering Unmasked Estep 
Score: -16220057.000000 Penalty: 5831.020996
	Iteration 22Q: 3 clusters Score -1.622006e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 126790 members 
Entering Unmasked Estep 
Score: -16220143.000000 Penalty: 5831.020996
	Iteration 23Q: 3 clusters Score -1.622014e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 126836 members 
Entering Unmasked Estep 
Score: -16220207.000000 Penalty: 5831.020996
	Iteration 24Q: 3 clusters Score -1.622021e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 126875 members 
Entering Unmasked Estep 
Score: -16220252.000000 Penalty: 5831.020996
	Iteration 25Q: 3 clusters Score -1.622025e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 126903 members 
Entering Unmasked Estep 
Score: -16220268.000000 Penalty: 5831.020996
	Iteration 26Q: 3 clusters Score -1.622027e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 126926 members 
Entering Unmasked Estep 
Score: -16220280.000000 Penalty: 5831.020996
	Iteration 27Q: 3 clusters Score -1.622028e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 126947 members 
Entering Unmasked Estep 
Score: -16220304.000000 Penalty: 5831.020996
	Iteration 28Q: 3 clusters Score -1.62203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 126962 members 
Entering Unmasked Estep 
Score: -16220314.000000 Penalty: 5831.020996
	Iteration 29Q: 3 clusters Score -1.622031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 126974 members 
Entering Unmasked Estep 
Score: -16220325.000000 Penalty: 5831.020996
	Iteration 30Q: 3 clusters Score -1.622032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 126979 members 
Entering Unmasked Estep 
Score: -16220335.000000 Penalty: 5831.020996
	Iteration 31Q: 3 clusters Score -1.622034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 126978 members 
Entering Unmasked Estep 
Score: -16220337.000000 Penalty: 5831.020996
	Iteration 32Q: 3 clusters Score -1.622034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 126978 members 
Entering Unmasked Estep 
Score: -16220350.000000 Penalty: 5831.020996
	Iteration 33Q: 3 clusters Score -1.622035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 126982 members 
Entering Unmasked Estep 
Score: -16220357.000000 Penalty: 5831.020996
	Iteration 34Q: 3 clusters Score -1.622036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 126984 members 
Entering Unmasked Estep 
Score: -16220349.000000 Penalty: 5831.020996
	Iteration 35Q: 3 clusters Score -1.622035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 126986 members 
Entering Unmasked Estep 
Score: -16220340.000000 Penalty: 5831.020996
	Iteration 36Q: 3 clusters Score -1.622034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 126987 members 
Entering Unmasked Estep 
Score: -16220348.000000 Penalty: 5831.020996
	Iteration 37Q: 3 clusters Score -1.622035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 126988 members 
Entering Unmasked Estep 
Score: -16220347.000000 Penalty: 5831.020996
	Iteration 38Q: 3 clusters Score -1.622035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 126989 members 
Entering Unmasked Estep 
Score: -16220346.000000 Penalty: 5831.020996
	Iteration 39Q: 3 clusters Score -1.622035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 126990 members 
Entering Unmasked Estep 
Score: -16220343.000000 Penalty: 5831.020996
	Iteration 40F: 3 clusters Score -1.622034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 126991 members 
Entering Unmasked Estep 
Score: -16220352.000000 Penalty: 5831.020996
	Iteration 41Q: 3 clusters Score -1.622035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 126993 members 
Entering Unmasked Estep 
Score: -16220354.000000 Penalty: 5831.020996
	Iteration 42Q: 3 clusters Score -1.622035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 126993 members 
Entering Unmasked Estep 
Score: -16220349.000000 Penalty: 5831.020996
	Iteration 43Q: 3 clusters Score -1.622035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 126994 members 
Entering Unmasked Estep 
Score: -16220357.000000 Penalty: 5831.020996
	Iteration 44Q: 3 clusters Score -1.622036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 126997 members 
Entering Unmasked Estep 
Score: -16220356.000000 Penalty: 5831.020996
	Iteration 45Q: 3 clusters Score -1.622036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 126998 members 
Entering Unmasked Estep 
Score: -16220366.000000 Penalty: 5831.020996
	Iteration 46Q: 3 clusters Score -1.622037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 127000 members 
Entering Unmasked Estep 
Score: -16220360.000000 Penalty: 5831.020996
	Iteration 47Q: 3 clusters Score -1.622036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 127005 members 
Entering Unmasked Estep 
Score: -16220372.000000 Penalty: 5831.020996
	Iteration 48Q: 3 clusters Score -1.622037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 127009 members 
Entering Unmasked Estep 
Score: -16220380.000000 Penalty: 5831.020996
	Iteration 49Q: 3 clusters Score -1.622038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 127010 members 
Entering Unmasked Estep 
Score: -16220378.000000 Penalty: 5831.020996
	Iteration 50Q: 3 clusters Score -1.622038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 127010 members 
Entering Unmasked Estep 
Score: -16220378.000000 Penalty: 5831.020996
	Iteration 51F: 3 clusters Score -1.622038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -32106.464844 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -32106.46 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 175 members 
Entering Unmasked Estep 
Score: -30802.632812 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -30802.63 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31025.353516 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -31025.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31207.722656 Penalty: 2894.066162
	Iteration 2F: 3 clusters Score -31207.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31352.919922 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -31352.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31691.035156 Penalty: 2894.066162
	Iteration 4F: 3 clusters Score -31691.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31823.589844 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -31823.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31844.998047 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -31845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31863.794922 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -31863.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31863.794922 Penalty: 2894.066162
	Iteration 8F: 3 clusters Score -31863.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -45112.957031 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -45112.96 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 207 members 
Entering Unmasked Estep 
Score: -43642.503906 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -43642.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43811.535156 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -43811.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43912.574219 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -43912.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43993.847656 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -43993.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44077.261719 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -44077.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44171.691406 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -44171.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44211.792969 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -44211.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44246.617188 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -44246.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44276.500000 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -44276.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44307.820312 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -44307.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44341.445312 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -44341.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44354.613281 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -44354.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44354.613281 Penalty: 3019.040283
	Iteration 12F: 3 clusters Score -44354.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -80490.492188 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -80490.49 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 343 members 
Entering Unmasked Estep 
Score: -78792.476562 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -78792.48 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79246.906250 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -79246.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79584.554688 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -79584.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -79773.023438 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -79773.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79904.492188 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -79904.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79979.984375 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -79979.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80066.859375 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -80066.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80111.679688 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -80111.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80146.390625 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -80146.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80167.718750 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -80167.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80175.132812 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -80175.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80176.320312 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -80176.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -80178.953125 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -80178.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -80178.953125 Penalty: 3283.556396
	Iteration 13F: 3 clusters Score -80178.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146465 members 
Mstep: Class 2 contains 4116 members 
Mstep: Class 3 contains 147188 members 
Mstep: Class 4 contains 7375 members 
Mstep: Class 5 contains 161707 members 
Mstep: Class 6 contains 15541 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9376 members 
Mstep: Class 10 contains 152208 members 
Mstep: Class 11 contains 70590 members 
Mstep: Class 12 contains 68135 members 
Mstep: Class 13 contains 78438 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 151418 members 
Mstep: Class 17 contains 115547 members 
Mstep: Class 18 contains 31183 members 
Mstep: Class 19 contains 127528 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332800.000000 Penalty: 76770.804688
Iteration 319Q: 23 clusters Score -1.613328e+08 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146394 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 147233 members 
Mstep: Class 4 contains 7372 members 
Mstep: Class 5 contains 161747 members 
Mstep: Class 6 contains 15542 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9377 members 
Mstep: Class 10 contains 152266 members 
Mstep: Class 11 contains 70675 members 
Mstep: Class 12 contains 68097 members 
Mstep: Class 13 contains 78440 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 151273 members 
Mstep: Class 17 contains 115780 members 
Mstep: Class 18 contains 31216 members 
Mstep: Class 19 contains 127286 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332864.000000 Penalty: 76770.804688
Iteration 320F: 23 clusters Score -1.613329e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146343 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 147249 members 
Mstep: Class 4 contains 7369 members 
Mstep: Class 5 contains 161788 members 
Mstep: Class 6 contains 15555 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9378 members 
Mstep: Class 10 contains 152271 members 
Mstep: Class 11 contains 70753 members 
Mstep: Class 12 contains 68046 members 
Mstep: Class 13 contains 78441 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 151122 members 
Mstep: Class 17 contains 116042 members 
Mstep: Class 18 contains 31266 members 
Mstep: Class 19 contains 127074 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332960.000000 Penalty: 76770.804688
Iteration 321Q: 23 clusters Score -1.61333e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146297 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 147259 members 
Mstep: Class 4 contains 7369 members 
Mstep: Class 5 contains 161774 members 
Mstep: Class 6 contains 15558 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9372 members 
Mstep: Class 10 contains 152266 members 
Mstep: Class 11 contains 70846 members 
Mstep: Class 12 contains 68016 members 
Mstep: Class 13 contains 78438 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 150980 members 
Mstep: Class 17 contains 116288 members 
Mstep: Class 18 contains 31313 members 
Mstep: Class 19 contains 126920 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332880.000000 Penalty: 76770.804688
Iteration 322Q: 23 clusters Score -1.613329e+08 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146251 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 147275 members 
Mstep: Class 4 contains 7365 members 
Mstep: Class 5 contains 161754 members 
Mstep: Class 6 contains 15570 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9373 members 
Mstep: Class 10 contains 152232 members 
Mstep: Class 11 contains 70923 members 
Mstep: Class 12 contains 67985 members 
Mstep: Class 13 contains 78453 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 150857 members 
Mstep: Class 17 contains 116492 members 
Mstep: Class 18 contains 31365 members 
Mstep: Class 19 contains 126801 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332992.000000 Penalty: 76770.804688
Iteration 323Q: 23 clusters Score -1.61333e+08 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146168 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 147313 members 
Mstep: Class 4 contains 7360 members 
Mstep: Class 5 contains 161721 members 
Mstep: Class 6 contains 15574 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9377 members 
Mstep: Class 10 contains 152212 members 
Mstep: Class 11 contains 70983 members 
Mstep: Class 12 contains 67965 members 
Mstep: Class 13 contains 78459 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 150718 members 
Mstep: Class 17 contains 116696 members 
Mstep: Class 18 contains 31416 members 
Mstep: Class 19 contains 126734 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332848.000000 Penalty: 76770.804688
Iteration 324Q: 23 clusters Score -1.613328e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146107 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 147359 members 
Mstep: Class 4 contains 7356 members 
Mstep: Class 5 contains 161698 members 
Mstep: Class 6 contains 15577 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9386 members 
Mstep: Class 10 contains 152165 members 
Mstep: Class 11 contains 71020 members 
Mstep: Class 12 contains 67941 members 
Mstep: Class 13 contains 78470 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 150574 members 
Mstep: Class 17 contains 116882 members 
Mstep: Class 18 contains 31474 members 
Mstep: Class 19 contains 126686 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332704.000000 Penalty: 76770.804688
Iteration 325Q: 23 clusters Score -1.613327e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 146027 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 147404 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 5 contains 161632 members 
Mstep: Class 6 contains 15581 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9394 members 
Mstep: Class 10 contains 152133 members 
Mstep: Class 11 contains 71060 members 
Mstep: Class 12 contains 67932 members 
Mstep: Class 13 contains 78479 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 150417 members 
Mstep: Class 17 contains 117052 members 
Mstep: Class 18 contains 31540 members 
Mstep: Class 19 contains 126693 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332864.000000 Penalty: 76770.804688
Iteration 326Q: 23 clusters Score -1.613329e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145926 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 147426 members 
Mstep: Class 4 contains 7346 members 
Mstep: Class 5 contains 161553 members 
Mstep: Class 6 contains 15598 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9396 members 
Mstep: Class 10 contains 152063 members 
Mstep: Class 11 contains 71083 members 
Mstep: Class 12 contains 67912 members 
Mstep: Class 13 contains 78489 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 150292 members 
Mstep: Class 17 contains 117228 members 
Mstep: Class 18 contains 31594 members 
Mstep: Class 19 contains 126790 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332848.000000 Penalty: 76770.804688
Iteration 327Q: 23 clusters Score -1.613328e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145824 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 147441 members 
Mstep: Class 4 contains 7342 members 
Mstep: Class 5 contains 161524 members 
Mstep: Class 6 contains 15610 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 9398 members 
Mstep: Class 10 contains 151991 members 
Mstep: Class 11 contains 71111 members 
Mstep: Class 12 contains 67875 members 
Mstep: Class 13 contains 78496 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 150148 members 
Mstep: Class 17 contains 117375 members 
Mstep: Class 18 contains 31664 members 
Mstep: Class 19 contains 126894 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332608.000000 Penalty: 76770.804688
Iteration 328Q: 23 clusters Score -1.613326e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145716 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 147477 members 
Mstep: Class 4 contains 7337 members 
Mstep: Class 5 contains 161516 members 
Mstep: Class 6 contains 15616 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9398 members 
Mstep: Class 10 contains 151926 members 
Mstep: Class 11 contains 71127 members 
Mstep: Class 12 contains 67855 members 
Mstep: Class 13 contains 78494 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 150034 members 
Mstep: Class 17 contains 117497 members 
Mstep: Class 18 contains 31735 members 
Mstep: Class 19 contains 126966 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332672.000000 Penalty: 76770.804688
Iteration 329Q: 23 clusters Score -1.613327e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145640 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 147500 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 161480 members 
Mstep: Class 6 contains 15633 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9397 members 
Mstep: Class 10 contains 151860 members 
Mstep: Class 11 contains 71131 members 
Mstep: Class 12 contains 67837 members 
Mstep: Class 13 contains 78482 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 149926 members 
Mstep: Class 17 contains 117584 members 
Mstep: Class 18 contains 31807 members 
Mstep: Class 19 contains 127089 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332832.000000 Penalty: 76770.804688
Iteration 330Q: 23 clusters Score -1.613328e+08 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145578 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 147521 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 161451 members 
Mstep: Class 6 contains 15644 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9397 members 
Mstep: Class 10 contains 151794 members 
Mstep: Class 11 contains 71124 members 
Mstep: Class 12 contains 67807 members 
Mstep: Class 13 contains 78479 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 149771 members 
Mstep: Class 17 contains 117708 members 
Mstep: Class 18 contains 31882 members 
Mstep: Class 19 contains 127213 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332752.000000 Penalty: 76770.804688
Iteration 331Q: 23 clusters Score -1.613328e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145511 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 147545 members 
Mstep: Class 4 contains 7323 members 
Mstep: Class 5 contains 161406 members 
Mstep: Class 6 contains 15646 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9393 members 
Mstep: Class 10 contains 151720 members 
Mstep: Class 11 contains 71121 members 
Mstep: Class 12 contains 67775 members 
Mstep: Class 13 contains 78493 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 149633 members 
Mstep: Class 17 contains 117808 members 
Mstep: Class 18 contains 31946 members 
Mstep: Class 19 contains 127374 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332928.000000 Penalty: 76770.804688
Iteration 332Q: 23 clusters Score -1.613329e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145435 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 147560 members 
Mstep: Class 4 contains 7317 members 
Mstep: Class 5 contains 161393 members 
Mstep: Class 6 contains 15647 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9402 members 
Mstep: Class 10 contains 151640 members 
Mstep: Class 11 contains 71131 members 
Mstep: Class 12 contains 67770 members 
Mstep: Class 13 contains 78492 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 149506 members 
Mstep: Class 17 contains 117890 members 
Mstep: Class 18 contains 31999 members 
Mstep: Class 19 contains 127512 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333152.000000 Penalty: 76770.804688
Iteration 333Q: 23 clusters Score -1.613332e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145365 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 147556 members 
Mstep: Class 4 contains 7311 members 
Mstep: Class 5 contains 161356 members 
Mstep: Class 6 contains 15647 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9405 members 
Mstep: Class 10 contains 151572 members 
Mstep: Class 11 contains 71149 members 
Mstep: Class 12 contains 67762 members 
Mstep: Class 13 contains 78493 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 149353 members 
Mstep: Class 17 contains 118003 members 
Mstep: Class 18 contains 32053 members 
Mstep: Class 19 contains 127668 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333392.000000 Penalty: 76770.804688
Iteration 334Q: 23 clusters Score -1.613334e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145315 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 147572 members 
Mstep: Class 4 contains 7304 members 
Mstep: Class 5 contains 161295 members 
Mstep: Class 6 contains 15647 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 9404 members 
Mstep: Class 10 contains 151519 members 
Mstep: Class 11 contains 71160 members 
Mstep: Class 12 contains 67746 members 
Mstep: Class 13 contains 78490 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 149187 members 
Mstep: Class 17 contains 118100 members 
Mstep: Class 18 contains 32103 members 
Mstep: Class 19 contains 127849 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333200.000000 Penalty: 76770.804688
Iteration 335Q: 23 clusters Score -1.613332e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145250 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 147568 members 
Mstep: Class 4 contains 7299 members 
Mstep: Class 5 contains 161252 members 
Mstep: Class 6 contains 15650 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 9407 members 
Mstep: Class 10 contains 151459 members 
Mstep: Class 11 contains 71178 members 
Mstep: Class 12 contains 67734 members 
Mstep: Class 13 contains 78482 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 149031 members 
Mstep: Class 17 contains 118188 members 
Mstep: Class 18 contains 32143 members 
Mstep: Class 19 contains 128050 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333152.000000 Penalty: 76770.804688
Iteration 336Q: 23 clusters Score -1.613332e+08 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145201 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 147543 members 
Mstep: Class 4 contains 7294 members 
Mstep: Class 5 contains 161183 members 
Mstep: Class 6 contains 15654 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 9407 members 
Mstep: Class 10 contains 151426 members 
Mstep: Class 11 contains 71181 members 
Mstep: Class 12 contains 67728 members 
Mstep: Class 13 contains 78479 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148902 members 
Mstep: Class 17 contains 118243 members 
Mstep: Class 18 contains 32189 members 
Mstep: Class 19 contains 128261 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333232.000000 Penalty: 76770.804688
Iteration 337Q: 23 clusters Score -1.613332e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145151 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 147534 members 
Mstep: Class 4 contains 7288 members 
Mstep: Class 5 contains 161094 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 9403 members 
Mstep: Class 10 contains 151398 members 
Mstep: Class 11 contains 71197 members 
Mstep: Class 12 contains 67727 members 
Mstep: Class 13 contains 78478 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148763 members 
Mstep: Class 17 contains 118279 members 
Mstep: Class 18 contains 32227 members 
Mstep: Class 19 contains 128496 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333264.000000 Penalty: 76770.804688
Iteration 338Q: 23 clusters Score -1.613333e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145114 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 147510 members 
Mstep: Class 4 contains 7279 members 
Mstep: Class 5 contains 161023 members 
Mstep: Class 6 contains 15653 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 9403 members 
Mstep: Class 10 contains 151333 members 
Mstep: Class 11 contains 71205 members 
Mstep: Class 12 contains 67735 members 
Mstep: Class 13 contains 78481 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148631 members 
Mstep: Class 17 contains 118321 members 
Mstep: Class 18 contains 32249 members 
Mstep: Class 19 contains 128754 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333568.000000 Penalty: 76770.804688
Iteration 339Q: 23 clusters Score -1.613336e+08 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145078 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 147475 members 
Mstep: Class 4 contains 7274 members 
Mstep: Class 5 contains 160919 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9403 members 
Mstep: Class 10 contains 151247 members 
Mstep: Class 11 contains 71219 members 
Mstep: Class 12 contains 67727 members 
Mstep: Class 13 contains 78479 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148551 members 
Mstep: Class 17 contains 118332 members 
Mstep: Class 18 contains 32277 members 
Mstep: Class 19 contains 129053 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333344.000000 Penalty: 76770.804688
Iteration 340F: 23 clusters Score -1.613333e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 145019 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 147449 members 
Mstep: Class 4 contains 7271 members 
Mstep: Class 5 contains 160814 members 
Mstep: Class 6 contains 15660 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9408 members 
Mstep: Class 10 contains 151159 members 
Mstep: Class 11 contains 71239 members 
Mstep: Class 12 contains 67723 members 
Mstep: Class 13 contains 78481 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148467 members 
Mstep: Class 17 contains 118357 members 
Mstep: Class 18 contains 32294 members 
Mstep: Class 19 contains 129349 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333520.000000 Penalty: 76770.804688
Iteration 341Q: 23 clusters Score -1.613335e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144942 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 147421 members 
Mstep: Class 4 contains 7267 members 
Mstep: Class 5 contains 160748 members 
Mstep: Class 6 contains 15652 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9411 members 
Mstep: Class 10 contains 151078 members 
Mstep: Class 11 contains 71258 members 
Mstep: Class 12 contains 67716 members 
Mstep: Class 13 contains 78470 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148348 members 
Mstep: Class 17 contains 118404 members 
Mstep: Class 18 contains 32320 members 
Mstep: Class 19 contains 129655 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333840.000000 Penalty: 76770.804688
Iteration 342Q: 23 clusters Score -1.613338e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144869 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 147376 members 
Mstep: Class 4 contains 7264 members 
Mstep: Class 5 contains 160656 members 
Mstep: Class 6 contains 15655 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 9413 members 
Mstep: Class 10 contains 151019 members 
Mstep: Class 11 contains 71254 members 
Mstep: Class 12 contains 67707 members 
Mstep: Class 13 contains 78462 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148259 members 
Mstep: Class 17 contains 118426 members 
Mstep: Class 18 contains 32350 members 
Mstep: Class 19 contains 129978 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334064.000000 Penalty: 76770.804688
Iteration 343Q: 23 clusters Score -1.613341e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144832 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 147333 members 
Mstep: Class 4 contains 7259 members 
Mstep: Class 5 contains 160609 members 
Mstep: Class 6 contains 15650 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1177 members 
Mstep: Class 9 contains 9413 members 
Mstep: Class 10 contains 150943 members 
Mstep: Class 11 contains 71250 members 
Mstep: Class 12 contains 67721 members 
Mstep: Class 13 contains 78448 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148131 members 
Mstep: Class 17 contains 118419 members 
Mstep: Class 18 contains 32371 members 
Mstep: Class 19 contains 130308 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334240.000000 Penalty: 76770.804688
Iteration 344Q: 23 clusters Score -1.613342e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144773 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 147302 members 
Mstep: Class 4 contains 7252 members 
Mstep: Class 5 contains 160561 members 
Mstep: Class 6 contains 15648 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9413 members 
Mstep: Class 10 contains 150867 members 
Mstep: Class 11 contains 71245 members 
Mstep: Class 12 contains 67736 members 
Mstep: Class 13 contains 78451 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147976 members 
Mstep: Class 17 contains 118418 members 
Mstep: Class 18 contains 32389 members 
Mstep: Class 19 contains 130656 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334096.000000 Penalty: 76770.804688
Iteration 345Q: 23 clusters Score -1.613341e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144697 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 147266 members 
Mstep: Class 4 contains 7248 members 
Mstep: Class 5 contains 160451 members 
Mstep: Class 6 contains 15654 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9413 members 
Mstep: Class 10 contains 150797 members 
Mstep: Class 11 contains 71255 members 
Mstep: Class 12 contains 67744 members 
Mstep: Class 13 contains 78452 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147826 members 
Mstep: Class 17 contains 118438 members 
Mstep: Class 18 contains 32423 members 
Mstep: Class 19 contains 131024 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333984.000000 Penalty: 76770.804688
Iteration 346Q: 23 clusters Score -1.61334e+08 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144623 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 147220 members 
Mstep: Class 4 contains 7244 members 
Mstep: Class 5 contains 160319 members 
Mstep: Class 6 contains 15648 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9420 members 
Mstep: Class 10 contains 150715 members 
Mstep: Class 11 contains 71262 members 
Mstep: Class 12 contains 67740 members 
Mstep: Class 13 contains 78463 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147717 members 
Mstep: Class 17 contains 118461 members 
Mstep: Class 18 contains 32461 members 
Mstep: Class 19 contains 131394 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334224.000000 Penalty: 76770.804688
Iteration 347Q: 23 clusters Score -1.613342e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144546 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 147157 members 
Mstep: Class 4 contains 7235 members 
Mstep: Class 5 contains 160212 members 
Mstep: Class 6 contains 15645 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9420 members 
Mstep: Class 10 contains 150625 members 
Mstep: Class 11 contains 71271 members 
Mstep: Class 12 contains 67743 members 
Mstep: Class 13 contains 78461 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147665 members 
Mstep: Class 17 contains 118477 members 
Mstep: Class 18 contains 32504 members 
Mstep: Class 19 contains 131725 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334336.000000 Penalty: 76770.804688
Iteration 348Q: 23 clusters Score -1.613343e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144470 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 147107 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 160113 members 
Mstep: Class 6 contains 15637 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9422 members 
Mstep: Class 10 contains 150544 members 
Mstep: Class 11 contains 71263 members 
Mstep: Class 12 contains 67748 members 
Mstep: Class 13 contains 78452 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147639 members 
Mstep: Class 17 contains 118463 members 
Mstep: Class 18 contains 32533 members 
Mstep: Class 19 contains 132071 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334464.000000 Penalty: 76770.804688
Iteration 349Q: 23 clusters Score -1.613345e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144396 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 147044 members 
Mstep: Class 4 contains 7216 members 
Mstep: Class 5 contains 160030 members 
Mstep: Class 6 contains 15625 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9430 members 
Mstep: Class 10 contains 150446 members 
Mstep: Class 11 contains 71256 members 
Mstep: Class 12 contains 67743 members 
Mstep: Class 13 contains 78441 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147610 members 
Mstep: Class 17 contains 118452 members 
Mstep: Class 18 contains 32545 members 
Mstep: Class 19 contains 132454 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334512.000000 Penalty: 76770.804688
Iteration 350Q: 23 clusters Score -1.613345e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144344 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146985 members 
Mstep: Class 4 contains 7213 members 
Mstep: Class 5 contains 159977 members 
Mstep: Class 6 contains 15622 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 150350 members 
Mstep: Class 11 contains 71259 members 
Mstep: Class 12 contains 67741 members 
Mstep: Class 13 contains 78427 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147500 members 
Mstep: Class 17 contains 118459 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 132783 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334624.000000 Penalty: 76770.804688
Iteration 351Q: 23 clusters Score -1.613346e+08 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144316 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146943 members 
Mstep: Class 4 contains 7207 members 
Mstep: Class 5 contains 159901 members 
Mstep: Class 6 contains 15616 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9447 members 
Mstep: Class 10 contains 150226 members 
Mstep: Class 11 contains 71269 members 
Mstep: Class 12 contains 67750 members 
Mstep: Class 13 contains 78413 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147395 members 
Mstep: Class 17 contains 118438 members 
Mstep: Class 18 contains 32633 members 
Mstep: Class 19 contains 133134 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334896.000000 Penalty: 76770.804688
Iteration 352Q: 23 clusters Score -1.613349e+08 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144282 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146890 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 159854 members 
Mstep: Class 6 contains 15617 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9449 members 
Mstep: Class 10 contains 150127 members 
Mstep: Class 11 contains 71246 members 
Mstep: Class 12 contains 67749 members 
Mstep: Class 13 contains 78411 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147302 members 
Mstep: Class 17 contains 118421 members 
Mstep: Class 18 contains 32676 members 
Mstep: Class 19 contains 133460 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334896.000000 Penalty: 76770.804688
Iteration 353Q: 23 clusters Score -1.613349e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144263 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146824 members 
Mstep: Class 4 contains 7201 members 
Mstep: Class 5 contains 159738 members 
Mstep: Class 6 contains 15613 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9453 members 
Mstep: Class 10 contains 150066 members 
Mstep: Class 11 contains 71220 members 
Mstep: Class 12 contains 67754 members 
Mstep: Class 13 contains 78412 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147223 members 
Mstep: Class 17 contains 118402 members 
Mstep: Class 18 contains 32716 members 
Mstep: Class 19 contains 133803 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335040.000000 Penalty: 76770.804688
Iteration 354Q: 23 clusters Score -1.61335e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144245 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146790 members 
Mstep: Class 4 contains 7196 members 
Mstep: Class 5 contains 159573 members 
Mstep: Class 6 contains 15610 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9454 members 
Mstep: Class 10 contains 149975 members 
Mstep: Class 11 contains 71218 members 
Mstep: Class 12 contains 67764 members 
Mstep: Class 13 contains 78416 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147132 members 
Mstep: Class 17 contains 118375 members 
Mstep: Class 18 contains 32739 members 
Mstep: Class 19 contains 134201 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335312.000000 Penalty: 76770.804688
Iteration 355Q: 23 clusters Score -1.613353e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144239 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146764 members 
Mstep: Class 4 contains 7192 members 
Mstep: Class 5 contains 159410 members 
Mstep: Class 6 contains 15602 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9449 members 
Mstep: Class 10 contains 149882 members 
Mstep: Class 11 contains 71215 members 
Mstep: Class 12 contains 67777 members 
Mstep: Class 13 contains 78415 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147062 members 
Mstep: Class 17 contains 118308 members 
Mstep: Class 18 contains 32760 members 
Mstep: Class 19 contains 134613 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335568.000000 Penalty: 76770.804688
Iteration 356Q: 23 clusters Score -1.613356e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144194 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 146736 members 
Mstep: Class 4 contains 7185 members 
Mstep: Class 5 contains 159243 members 
Mstep: Class 6 contains 15600 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9447 members 
Mstep: Class 10 contains 149808 members 
Mstep: Class 11 contains 71189 members 
Mstep: Class 12 contains 67798 members 
Mstep: Class 13 contains 78439 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146992 members 
Mstep: Class 17 contains 118232 members 
Mstep: Class 18 contains 32780 members 
Mstep: Class 19 contains 135047 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335552.000000 Penalty: 76770.804688
Iteration 357Q: 23 clusters Score -1.613356e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144121 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 146678 members 
Mstep: Class 4 contains 7179 members 
Mstep: Class 5 contains 159073 members 
Mstep: Class 6 contains 15596 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9444 members 
Mstep: Class 10 contains 149735 members 
Mstep: Class 11 contains 71174 members 
Mstep: Class 12 contains 67802 members 
Mstep: Class 13 contains 78448 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146989 members 
Mstep: Class 17 contains 118180 members 
Mstep: Class 18 contains 32814 members 
Mstep: Class 19 contains 135456 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335488.000000 Penalty: 76770.804688
Iteration 358Q: 23 clusters Score -1.613355e+08 nChanged 1547
Entering ConstructFrom: 
Score: -161335488.000000 Penalty: 76770.804688
Entering ConstructFrom: 
Trying to split cluster 1 (144067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144067 members 
Entering Unmasked Estep 
Score: -18318664.000000 Penalty: 2945.752441
	Iteration 0F: 2 clusters Score -1.831866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 72074 members 
Entering Unmasked Estep 
Score: -18222330.000000 Penalty: 5891.504883
	Iteration 0F: 3 clusters Score -1.822233e+07 nChanged 69132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -18262302.000000 Penalty: 5891.504883
	Iteration 1F: 3 clusters Score -1.82623e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71611 members 
Mstep: Class 2 contains 72456 members 
Entering Unmasked Estep 
Score: -18262954.000000 Penalty: 5891.504883
	Iteration 2Q: 3 clusters Score -1.826295e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -18263764.000000 Penalty: 5891.504883
	Iteration 3Q: 3 clusters Score -1.826376e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71118 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -18264768.000000 Penalty: 5891.504883
	Iteration 4Q: 3 clusters Score -1.826477e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Mstep: Class 2 contains 73522 members 
Entering Unmasked Estep 
Score: -18265574.000000 Penalty: 5891.504883
	Iteration 5Q: 3 clusters Score -1.826557e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69671 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -18266982.000000 Penalty: 5891.504883
	Iteration 6Q: 3 clusters Score -1.826698e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68375 members 
Mstep: Class 2 contains 75692 members 
Entering Unmasked Estep 
Score: -18268790.000000 Penalty: 5891.504883
	Iteration 7Q: 3 clusters Score -1.826879e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -18271506.000000 Penalty: 5891.504883
	Iteration 8Q: 3 clusters Score -1.827151e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 80078 members 
Entering Unmasked Estep 
Score: -18275502.000000 Penalty: 5891.504883
	Iteration 9Q: 3 clusters Score -1.82755e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 82995 members 
Entering Unmasked Estep 
Score: -18281198.000000 Penalty: 5891.504883
	Iteration 10F: 3 clusters Score -1.82812e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58387 members 
Mstep: Class 2 contains 85680 members 
Entering Unmasked Estep 
Score: -18287286.000000 Penalty: 5891.504883
	Iteration 11F: 3 clusters Score -1.828729e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -18291098.000000 Penalty: 5891.504883
	Iteration 12F: 3 clusters Score -1.82911e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 89931 members 
Entering Unmasked Estep 
Score: -18292616.000000 Penalty: 5891.504883
	Iteration 13Q: 3 clusters Score -1.829262e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 91946 members 
Entering Unmasked Estep 
Score: -18293418.000000 Penalty: 5891.504883
	Iteration 14Q: 3 clusters Score -1.829342e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 94068 members 
Entering Unmasked Estep 
Score: -18294042.000000 Penalty: 5891.504883
	Iteration 15Q: 3 clusters Score -1.829404e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 96410 members 
Entering Unmasked Estep 
Score: -18294624.000000 Penalty: 5891.504883
	Iteration 16Q: 3 clusters Score -1.829462e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 98953 members 
Entering Unmasked Estep 
Score: -18295410.000000 Penalty: 5891.504883
	Iteration 17Q: 3 clusters Score -1.829541e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 101633 members 
Entering Unmasked Estep 
Score: -18296244.000000 Penalty: 5891.504883
	Iteration 18Q: 3 clusters Score -1.829624e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 104530 members 
Entering Unmasked Estep 
Score: -18297262.000000 Penalty: 5891.504883
	Iteration 19Q: 3 clusters Score -1.829726e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 107618 members 
Entering Unmasked Estep 
Score: -18298518.000000 Penalty: 5891.504883
	Iteration 20F: 3 clusters Score -1.829852e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 110814 members 
Entering Unmasked Estep 
Score: -18299766.000000 Penalty: 5891.504883
	Iteration 21Q: 3 clusters Score -1.829977e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 114115 members 
Entering Unmasked Estep 
Score: -18301132.000000 Penalty: 5891.504883
	Iteration 22Q: 3 clusters Score -1.830113e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 117441 members 
Entering Unmasked Estep 
Score: -18302636.000000 Penalty: 5891.504883
	Iteration 23Q: 3 clusters Score -1.830264e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 120782 members 
Entering Unmasked Estep 
Score: -18304430.000000 Penalty: 5891.504883
	Iteration 24Q: 3 clusters Score -1.830443e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 123989 members 
Entering Unmasked Estep 
Score: -18306116.000000 Penalty: 5891.504883
	Iteration 25Q: 3 clusters Score -1.830612e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 127025 members 
Entering Unmasked Estep 
Score: -18307786.000000 Penalty: 5891.504883
	Iteration 26Q: 3 clusters Score -1.830779e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 129828 members 
Entering Unmasked Estep 
Score: -18309428.000000 Penalty: 5891.504883
	Iteration 27Q: 3 clusters Score -1.830943e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 132376 members 
Entering Unmasked Estep 
Score: -18310886.000000 Penalty: 5891.504883
	Iteration 28Q: 3 clusters Score -1.831089e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 134579 members 
Entering Unmasked Estep 
Score: -18312172.000000 Penalty: 5891.504883
	Iteration 29Q: 3 clusters Score -1.831217e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 136388 members 
Entering Unmasked Estep 
Score: -18313336.000000 Penalty: 5891.504883
	Iteration 30Q: 3 clusters Score -1.831334e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 137833 members 
Entering Unmasked Estep 
Score: -18314238.000000 Penalty: 5891.504883
	Iteration 31Q: 3 clusters Score -1.831424e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 138910 members 
Entering Unmasked Estep 
Score: -18314834.000000 Penalty: 5891.504883
	Iteration 32Q: 3 clusters Score -1.831483e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 139748 members 
Entering Unmasked Estep 
Score: -18315300.000000 Penalty: 5891.504883
	Iteration 33Q: 3 clusters Score -1.83153e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 140390 members 
Entering Unmasked Estep 
Score: -18315628.000000 Penalty: 5891.504883
	Iteration 34Q: 3 clusters Score -1.831563e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 140858 members 
Entering Unmasked Estep 
Score: -18315814.000000 Penalty: 5891.504883
	Iteration 35Q: 3 clusters Score -1.831581e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 141218 members 
Entering Unmasked Estep 
Score: -18315940.000000 Penalty: 5891.504883
	Iteration 36Q: 3 clusters Score -1.831594e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 141492 members 
Entering Unmasked Estep 
Score: -18316060.000000 Penalty: 5891.504883
	Iteration 37Q: 3 clusters Score -1.831606e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 141712 members 
Entering Unmasked Estep 
Score: -18316138.000000 Penalty: 5891.504883
	Iteration 38Q: 3 clusters Score -1.831614e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 141879 members 
Entering Unmasked Estep 
Score: -18316248.000000 Penalty: 5891.504883
	Iteration 39Q: 3 clusters Score -1.831625e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 142011 members 
Entering Unmasked Estep 
Score: -18316296.000000 Penalty: 5891.504883
	Iteration 40F: 3 clusters Score -1.83163e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 142108 members 
Entering Unmasked Estep 
Score: -18316334.000000 Penalty: 5891.504883
	Iteration 41Q: 3 clusters Score -1.831633e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 142185 members 
Entering Unmasked Estep 
Score: -18316352.000000 Penalty: 5891.504883
	Iteration 42Q: 3 clusters Score -1.831635e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 142239 members 
Entering Unmasked Estep 
Score: -18316386.000000 Penalty: 5891.504883
	Iteration 43Q: 3 clusters Score -1.831639e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 142280 members 
Entering Unmasked Estep 
Score: -18316410.000000 Penalty: 5891.504883
	Iteration 44Q: 3 clusters Score -1.831641e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 142316 members 
Entering Unmasked Estep 
Score: -18316424.000000 Penalty: 5891.504883
	Iteration 45Q: 3 clusters Score -1.831642e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 142340 members 
Entering Unmasked Estep 
Score: -18316472.000000 Penalty: 5891.504883
	Iteration 46Q: 3 clusters Score -1.831647e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 142372 members 
Entering Unmasked Estep 
Score: -18316470.000000 Penalty: 5891.504883
	Iteration 47Q: 3 clusters Score -1.831647e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 142394 members 
Entering Unmasked Estep 
Score: -18316504.000000 Penalty: 5891.504883
	Iteration 48Q: 3 clusters Score -1.83165e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 142414 members 
Entering Unmasked Estep 
Score: -18316512.000000 Penalty: 5891.504883
	Iteration 49Q: 3 clusters Score -1.831651e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 142433 members 
Entering Unmasked Estep 
Score: -18316520.000000 Penalty: 5891.504883
	Iteration 50Q: 3 clusters Score -1.831652e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 142462 members 
Entering Unmasked Estep 
Score: -18316538.000000 Penalty: 5891.504883
	Iteration 51Q: 3 clusters Score -1.831654e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 142486 members 
Entering Unmasked Estep 
Score: -18316562.000000 Penalty: 5891.504883
	Iteration 52Q: 3 clusters Score -1.831656e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 142509 members 
Entering Unmasked Estep 
Score: -18316596.000000 Penalty: 5891.504883
	Iteration 53Q: 3 clusters Score -1.83166e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 142530 members 
Entering Unmasked Estep 
Score: -18316606.000000 Penalty: 5891.504883
	Iteration 54Q: 3 clusters Score -1.831661e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 142550 members 
Entering Unmasked Estep 
Score: -18316610.000000 Penalty: 5891.504883
	Iteration 55Q: 3 clusters Score -1.831661e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 142569 members 
Entering Unmasked Estep 
Score: -18316612.000000 Penalty: 5891.504883
	Iteration 56Q: 3 clusters Score -1.831661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 142586 members 
Entering Unmasked Estep 
Score: -18316612.000000 Penalty: 5891.504883
	Iteration 57Q: 3 clusters Score -1.831661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 142597 members 
Entering Unmasked Estep 
Score: -18316612.000000 Penalty: 5891.504883
	Iteration 58Q: 3 clusters Score -1.831661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 142608 members 
Entering Unmasked Estep 
Score: -18316610.000000 Penalty: 5891.504883
	Iteration 59Q: 3 clusters Score -1.831661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 142617 members 
Entering Unmasked Estep 
Score: -18316616.000000 Penalty: 5891.504883
	Iteration 60F: 3 clusters Score -1.831662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 142625 members 
Entering Unmasked Estep 
Score: -18316634.000000 Penalty: 5891.504883
	Iteration 61Q: 3 clusters Score -1.831663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 142626 members 
Entering Unmasked Estep 
Score: -18316624.000000 Penalty: 5891.504883
	Iteration 62Q: 3 clusters Score -1.831662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 142631 members 
Entering Unmasked Estep 
Score: -18316632.000000 Penalty: 5891.504883
	Iteration 63Q: 3 clusters Score -1.831663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 142630 members 
Entering Unmasked Estep 
Score: -18316634.000000 Penalty: 5891.504883
	Iteration 64Q: 3 clusters Score -1.831663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 142629 members 
Entering Unmasked Estep 
Score: -18316644.000000 Penalty: 5891.504883
	Iteration 65Q: 3 clusters Score -1.831664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 142629 members 
Entering Unmasked Estep 
Score: -18316632.000000 Penalty: 5891.504883
	Iteration 66Q: 3 clusters Score -1.831663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 142628 members 
Entering Unmasked Estep 
Score: -18316622.000000 Penalty: 5891.504883
	Iteration 67Q: 3 clusters Score -1.831662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 142628 members 
Entering Unmasked Estep 
Score: -18316622.000000 Penalty: 5891.504883
	Iteration 68F: 3 clusters Score -1.831662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Entering Unmasked Estep 
Score: -510393.031250 Penalty: 2064.675781
	Iteration 0F: 2 clusters Score -510393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -506401.812500 Penalty: 4129.351562
	Iteration 0F: 3 clusters Score -506401.8 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -507296.531250 Penalty: 4129.351562
	Iteration 1F: 3 clusters Score -507296.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -507523.687500 Penalty: 4129.351562
	Iteration 2F: 3 clusters Score -507523.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -507713.968750 Penalty: 4129.351562
	Iteration 3F: 3 clusters Score -507714 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -507880.812500 Penalty: 4129.351562
	Iteration 4Q: 3 clusters Score -507880.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -508055.968750 Penalty: 4129.351562
	Iteration 5Q: 3 clusters Score -508056 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -508218.937500 Penalty: 4129.351562
	Iteration 6Q: 3 clusters Score -508218.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -508408.062500 Penalty: 4129.351562
	Iteration 7Q: 3 clusters Score -508408.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -508580.531250 Penalty: 4129.351562
	Iteration 8Q: 3 clusters Score -508580.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -508770.781250 Penalty: 4129.351562
	Iteration 9Q: 3 clusters Score -508770.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -508992.218750 Penalty: 4129.351562
	Iteration 10Q: 3 clusters Score -508992.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -509266.875000 Penalty: 4129.351562
	Iteration 11Q: 3 clusters Score -509266.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -509540.187500 Penalty: 4129.351562
	Iteration 12Q: 3 clusters Score -509540.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -509729.562500 Penalty: 4129.351562
	Iteration 13Q: 3 clusters Score -509729.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -509824.000000 Penalty: 4129.351562
	Iteration 14Q: 3 clusters Score -509824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -509881.156250 Penalty: 4129.351562
	Iteration 15Q: 3 clusters Score -509881.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -509902.875000 Penalty: 4129.351562
	Iteration 16Q: 3 clusters Score -509902.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -509917.531250 Penalty: 4129.351562
	Iteration 17Q: 3 clusters Score -509917.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -509923.781250 Penalty: 4129.351562
	Iteration 18Q: 3 clusters Score -509923.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -509927.312500 Penalty: 4129.351562
	Iteration 19Q: 3 clusters Score -509927.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -509928.875000 Penalty: 4129.351562
	Iteration 20F: 3 clusters Score -509928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -509930.156250 Penalty: 4129.351562
	Iteration 21Q: 3 clusters Score -509930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -509929.843750 Penalty: 4129.351562
	Iteration 22Q: 3 clusters Score -509929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -509929.843750 Penalty: 4129.351562
	Iteration 23F: 3 clusters Score -509929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (146644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146644 members 
Entering Unmasked Estep 
Score: -18898120.000000 Penalty: 2950.149414
	Iteration 0F: 2 clusters Score -1.889812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 73369 members 
Entering Unmasked Estep 
Score: -18804496.000000 Penalty: 5900.298828
	Iteration 0F: 3 clusters Score -1.88045e+07 nChanged 70187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71542 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -18845488.000000 Penalty: 5900.298828
	Iteration 1F: 3 clusters Score -1.884549e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 76335 members 
Entering Unmasked Estep 
Score: -18847038.000000 Penalty: 5900.298828
	Iteration 2Q: 3 clusters Score -1.884704e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -18849300.000000 Penalty: 5900.298828
	Iteration 3Q: 3 clusters Score -1.88493e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64748 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -18852406.000000 Penalty: 5900.298828
	Iteration 4Q: 3 clusters Score -1.885241e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60140 members 
Mstep: Class 2 contains 86504 members 
Entering Unmasked Estep 
Score: -18856632.000000 Penalty: 5900.298828
	Iteration 5F: 3 clusters Score -1.885663e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 92230 members 
Entering Unmasked Estep 
Score: -18862852.000000 Penalty: 5900.298828
	Iteration 6F: 3 clusters Score -1.886285e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 98092 members 
Entering Unmasked Estep 
Score: -18870572.000000 Penalty: 5900.298828
	Iteration 7F: 3 clusters Score -1.887057e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 102920 members 
Entering Unmasked Estep 
Score: -18878168.000000 Penalty: 5900.298828
	Iteration 8F: 3 clusters Score -1.887817e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 105933 members 
Entering Unmasked Estep 
Score: -18882242.000000 Penalty: 5900.298828
	Iteration 9Q: 3 clusters Score -1.888224e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 107978 members 
Entering Unmasked Estep 
Score: -18883772.000000 Penalty: 5900.298828
	Iteration 10Q: 3 clusters Score -1.888377e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 109829 members 
Entering Unmasked Estep 
Score: -18884674.000000 Penalty: 5900.298828
	Iteration 11Q: 3 clusters Score -1.888467e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 111639 members 
Entering Unmasked Estep 
Score: -18885122.000000 Penalty: 5900.298828
	Iteration 12Q: 3 clusters Score -1.888512e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 113495 members 
Entering Unmasked Estep 
Score: -18885608.000000 Penalty: 5900.298828
	Iteration 13Q: 3 clusters Score -1.888561e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 115260 members 
Entering Unmasked Estep 
Score: -18886044.000000 Penalty: 5900.298828
	Iteration 14Q: 3 clusters Score -1.888604e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 117056 members 
Entering Unmasked Estep 
Score: -18886534.000000 Penalty: 5900.298828
	Iteration 15Q: 3 clusters Score -1.888653e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 118878 members 
Entering Unmasked Estep 
Score: -18887026.000000 Penalty: 5900.298828
	Iteration 16Q: 3 clusters Score -1.888703e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 120625 members 
Entering Unmasked Estep 
Score: -18887524.000000 Penalty: 5900.298828
	Iteration 17Q: 3 clusters Score -1.888752e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 122324 members 
Entering Unmasked Estep 
Score: -18888016.000000 Penalty: 5900.298828
	Iteration 18Q: 3 clusters Score -1.888802e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 124011 members 
Entering Unmasked Estep 
Score: -18888398.000000 Penalty: 5900.298828
	Iteration 19Q: 3 clusters Score -1.88884e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 125650 members 
Entering Unmasked Estep 
Score: -18888834.000000 Penalty: 5900.298828
	Iteration 20F: 3 clusters Score -1.888883e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 127293 members 
Entering Unmasked Estep 
Score: -18889382.000000 Penalty: 5900.298828
	Iteration 21Q: 3 clusters Score -1.888938e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 128898 members 
Entering Unmasked Estep 
Score: -18889924.000000 Penalty: 5900.298828
	Iteration 22Q: 3 clusters Score -1.888992e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 130450 members 
Entering Unmasked Estep 
Score: -18890354.000000 Penalty: 5900.298828
	Iteration 23Q: 3 clusters Score -1.889035e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 131965 members 
Entering Unmasked Estep 
Score: -18890854.000000 Penalty: 5900.298828
	Iteration 24Q: 3 clusters Score -1.889085e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 133401 members 
Entering Unmasked Estep 
Score: -18891398.000000 Penalty: 5900.298828
	Iteration 25Q: 3 clusters Score -1.88914e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 134809 members 
Entering Unmasked Estep 
Score: -18891786.000000 Penalty: 5900.298828
	Iteration 26Q: 3 clusters Score -1.889179e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 136147 members 
Entering Unmasked Estep 
Score: -18892358.000000 Penalty: 5900.298828
	Iteration 27Q: 3 clusters Score -1.889236e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 137393 members 
Entering Unmasked Estep 
Score: -18892924.000000 Penalty: 5900.298828
	Iteration 28Q: 3 clusters Score -1.889292e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 138608 members 
Entering Unmasked Estep 
Score: -18893508.000000 Penalty: 5900.298828
	Iteration 29Q: 3 clusters Score -1.889351e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 139745 members 
Entering Unmasked Estep 
Score: -18894020.000000 Penalty: 5900.298828
	Iteration 30Q: 3 clusters Score -1.889402e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 140670 members 
Entering Unmasked Estep 
Score: -18894294.000000 Penalty: 5900.298828
	Iteration 31Q: 3 clusters Score -1.889429e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 141492 members 
Entering Unmasked Estep 
Score: -18894554.000000 Penalty: 5900.298828
	Iteration 32Q: 3 clusters Score -1.889455e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 142197 members 
Entering Unmasked Estep 
Score: -18894784.000000 Penalty: 5900.298828
	Iteration 33Q: 3 clusters Score -1.889478e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 142813 members 
Entering Unmasked Estep 
Score: -18894916.000000 Penalty: 5900.298828
	Iteration 34Q: 3 clusters Score -1.889492e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 143339 members 
Entering Unmasked Estep 
Score: -18894978.000000 Penalty: 5900.298828
	Iteration 35Q: 3 clusters Score -1.889498e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 143784 members 
Entering Unmasked Estep 
Score: -18895088.000000 Penalty: 5900.298828
	Iteration 36Q: 3 clusters Score -1.889509e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 144162 members 
Entering Unmasked Estep 
Score: -18895232.000000 Penalty: 5900.298828
	Iteration 37Q: 3 clusters Score -1.889523e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 144467 members 
Entering Unmasked Estep 
Score: -18895350.000000 Penalty: 5900.298828
	Iteration 38Q: 3 clusters Score -1.889535e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 144728 members 
Entering Unmasked Estep 
Score: -18895482.000000 Penalty: 5900.298828
	Iteration 39Q: 3 clusters Score -1.889548e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 144917 members 
Entering Unmasked Estep 
Score: -18895592.000000 Penalty: 5900.298828
	Iteration 40F: 3 clusters Score -1.889559e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 145076 members 
Entering Unmasked Estep 
Score: -18895650.000000 Penalty: 5900.298828
	Iteration 41Q: 3 clusters Score -1.889565e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 145203 members 
Entering Unmasked Estep 
Score: -18895752.000000 Penalty: 5900.298828
	Iteration 42Q: 3 clusters Score -1.889575e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 145314 members 
Entering Unmasked Estep 
Score: -18895794.000000 Penalty: 5900.298828
	Iteration 43Q: 3 clusters Score -1.889579e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 145392 members 
Entering Unmasked Estep 
Score: -18895802.000000 Penalty: 5900.298828
	Iteration 44Q: 3 clusters Score -1.88958e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 145460 members 
Entering Unmasked Estep 
Score: -18895860.000000 Penalty: 5900.298828
	Iteration 45Q: 3 clusters Score -1.889586e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 145519 members 
Entering Unmasked Estep 
Score: -18895912.000000 Penalty: 5900.298828
	Iteration 46Q: 3 clusters Score -1.889591e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 145571 members 
Entering Unmasked Estep 
Score: -18895944.000000 Penalty: 5900.298828
	Iteration 47Q: 3 clusters Score -1.889594e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 145614 members 
Entering Unmasked Estep 
Score: -18895968.000000 Penalty: 5900.298828
	Iteration 48Q: 3 clusters Score -1.889597e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 145652 members 
Entering Unmasked Estep 
Score: -18895954.000000 Penalty: 5900.298828
	Iteration 49Q: 3 clusters Score -1.889595e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 145682 members 
Entering Unmasked Estep 
Score: -18895978.000000 Penalty: 5900.298828
	Iteration 50Q: 3 clusters Score -1.889598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 145701 members 
Entering Unmasked Estep 
Score: -18895984.000000 Penalty: 5900.298828
	Iteration 51Q: 3 clusters Score -1.889598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 145718 members 
Entering Unmasked Estep 
Score: -18896002.000000 Penalty: 5900.298828
	Iteration 52Q: 3 clusters Score -1.8896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 145732 members 
Entering Unmasked Estep 
Score: -18896006.000000 Penalty: 5900.298828
	Iteration 53Q: 3 clusters Score -1.889601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 145741 members 
Entering Unmasked Estep 
Score: -18896008.000000 Penalty: 5900.298828
	Iteration 54Q: 3 clusters Score -1.889601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 145752 members 
Entering Unmasked Estep 
Score: -18896014.000000 Penalty: 5900.298828
	Iteration 55Q: 3 clusters Score -1.889601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 145763 members 
Entering Unmasked Estep 
Score: -18896006.000000 Penalty: 5900.298828
	Iteration 56Q: 3 clusters Score -1.889601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 145771 members 
Entering Unmasked Estep 
Score: -18896012.000000 Penalty: 5900.298828
	Iteration 57Q: 3 clusters Score -1.889601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 145778 members 
Entering Unmasked Estep 
Score: -18896012.000000 Penalty: 5900.298828
	Iteration 58Q: 3 clusters Score -1.889601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 145786 members 
Entering Unmasked Estep 
Score: -18896008.000000 Penalty: 5900.298828
	Iteration 59Q: 3 clusters Score -1.889601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 145793 members 
Entering Unmasked Estep 
Score: -18896008.000000 Penalty: 5900.298828
	Iteration 60F: 3 clusters Score -1.889601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 145801 members 
Entering Unmasked Estep 
Score: -18896014.000000 Penalty: 5900.298828
	Iteration 61Q: 3 clusters Score -1.889601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 145807 members 
Entering Unmasked Estep 
Score: -18896010.000000 Penalty: 5900.298828
	Iteration 62Q: 3 clusters Score -1.889601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 145812 members 
Entering Unmasked Estep 
Score: -18896006.000000 Penalty: 5900.298828
	Iteration 63Q: 3 clusters Score -1.889601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 145816 members 
Entering Unmasked Estep 
Score: -18896006.000000 Penalty: 5900.298828
	Iteration 64Q: 3 clusters Score -1.889601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 145819 members 
Entering Unmasked Estep 
Score: -18896006.000000 Penalty: 5900.298828
	Iteration 65Q: 3 clusters Score -1.889601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 145822 members 
Entering Unmasked Estep 
Score: -18896002.000000 Penalty: 5900.298828
	Iteration 66Q: 3 clusters Score -1.8896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 145823 members 
Entering Unmasked Estep 
Score: -18895992.000000 Penalty: 5900.298828
	Iteration 67Q: 3 clusters Score -1.889599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 145823 members 
Entering Unmasked Estep 
Score: -18895992.000000 Penalty: 5900.298828
	Iteration 68Q: 3 clusters Score -1.889599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 145824 members 
Entering Unmasked Estep 
Score: -18896006.000000 Penalty: 5900.298828
	Iteration 69Q: 3 clusters Score -1.889601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 145827 members 
Entering Unmasked Estep 
Score: -18896004.000000 Penalty: 5900.298828
	Iteration 70Q: 3 clusters Score -1.8896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 145829 members 
Entering Unmasked Estep 
Score: -18896000.000000 Penalty: 5900.298828
	Iteration 71Q: 3 clusters Score -1.8896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 145831 members 
Entering Unmasked Estep 
Score: -18896004.000000 Penalty: 5900.298828
	Iteration 72Q: 3 clusters Score -1.8896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 145831 members 
Entering Unmasked Estep 
Score: -18896000.000000 Penalty: 5900.298828
	Iteration 73Q: 3 clusters Score -1.8896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 145832 members 
Entering Unmasked Estep 
Score: -18896000.000000 Penalty: 5900.298828
	Iteration 74Q: 3 clusters Score -1.8896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 145834 members 
Entering Unmasked Estep 
Score: -18895986.000000 Penalty: 5900.298828
	Iteration 75Q: 3 clusters Score -1.889599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 145835 members 
Entering Unmasked Estep 
Score: -18895988.000000 Penalty: 5900.298828
	Iteration 76Q: 3 clusters Score -1.889599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 145839 members 
Entering Unmasked Estep 
Score: -18895994.000000 Penalty: 5900.298828
	Iteration 77Q: 3 clusters Score -1.889599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 145843 members 
Entering Unmasked Estep 
Score: -18896006.000000 Penalty: 5900.298828
	Iteration 78Q: 3 clusters Score -1.889601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 145845 members 
Entering Unmasked Estep 
Score: -18896004.000000 Penalty: 5900.298828
	Iteration 79Q: 3 clusters Score -1.8896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 145846 members 
Entering Unmasked Estep 
Score: -18896010.000000 Penalty: 5900.298828
	Iteration 80F: 3 clusters Score -1.889601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 145848 members 
Entering Unmasked Estep 
Score: -18896000.000000 Penalty: 5900.298828
	Iteration 81Q: 3 clusters Score -1.8896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 145851 members 
Entering Unmasked Estep 
Score: -18896010.000000 Penalty: 5900.298828
	Iteration 82Q: 3 clusters Score -1.889601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 145854 members 
Entering Unmasked Estep 
Score: -18896014.000000 Penalty: 5900.298828
	Iteration 83Q: 3 clusters Score -1.889601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 145857 members 
Entering Unmasked Estep 
Score: -18896014.000000 Penalty: 5900.298828
	Iteration 84Q: 3 clusters Score -1.889601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 145859 members 
Entering Unmasked Estep 
Score: -18896028.000000 Penalty: 5900.298828
	Iteration 85Q: 3 clusters Score -1.889603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 145860 members 
Entering Unmasked Estep 
Score: -18896014.000000 Penalty: 5900.298828
	Iteration 86Q: 3 clusters Score -1.889601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 145861 members 
Entering Unmasked Estep 
Score: -18896024.000000 Penalty: 5900.298828
	Iteration 87Q: 3 clusters Score -1.889602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 145864 members 
Entering Unmasked Estep 
Score: -18896028.000000 Penalty: 5900.298828
	Iteration 88Q: 3 clusters Score -1.889603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 145867 members 
Entering Unmasked Estep 
Score: -18896048.000000 Penalty: 5900.298828
	Iteration 89Q: 3 clusters Score -1.889605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 145868 members 
Entering Unmasked Estep 
Score: -18896048.000000 Penalty: 5900.298828
	Iteration 90Q: 3 clusters Score -1.889605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 145868 members 
Entering Unmasked Estep 
Score: -18896048.000000 Penalty: 5900.298828
	Iteration 91F: 3 clusters Score -1.889605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Entering Unmasked Estep 
Score: -863645.875000 Penalty: 2201.659912
	Iteration 0F: 2 clusters Score -863645.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -857810.562500 Penalty: 4403.319824
	Iteration 0F: 3 clusters Score -857810.6 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -859586.812500 Penalty: 4403.319824
	Iteration 1F: 3 clusters Score -859586.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -860059.062500 Penalty: 4403.319824
	Iteration 2F: 3 clusters Score -860059.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -860469.250000 Penalty: 4403.319824
	Iteration 3F: 3 clusters Score -860469.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -860816.750000 Penalty: 4403.319824
	Iteration 4F: 3 clusters Score -860816.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -861111.687500 Penalty: 4403.319824
	Iteration 5F: 3 clusters Score -861111.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -861295.750000 Penalty: 4403.319824
	Iteration 6Q: 3 clusters Score -861295.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -861399.750000 Penalty: 4403.319824
	Iteration 7Q: 3 clusters Score -861399.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -861463.562500 Penalty: 4403.319824
	Iteration 8Q: 3 clusters Score -861463.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -861519.187500 Penalty: 4403.319824
	Iteration 9Q: 3 clusters Score -861519.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -861571.187500 Penalty: 4403.319824
	Iteration 10Q: 3 clusters Score -861571.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -861610.687500 Penalty: 4403.319824
	Iteration 11Q: 3 clusters Score -861610.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -861639.875000 Penalty: 4403.319824
	Iteration 12Q: 3 clusters Score -861639.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -861664.250000 Penalty: 4403.319824
	Iteration 13Q: 3 clusters Score -861664.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -861685.187500 Penalty: 4403.319824
	Iteration 14Q: 3 clusters Score -861685.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -861705.750000 Penalty: 4403.319824
	Iteration 15Q: 3 clusters Score -861705.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -861724.125000 Penalty: 4403.319824
	Iteration 16Q: 3 clusters Score -861724.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -861736.500000 Penalty: 4403.319824
	Iteration 17Q: 3 clusters Score -861736.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -861750.750000 Penalty: 4403.319824
	Iteration 18Q: 3 clusters Score -861750.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -861765.437500 Penalty: 4403.319824
	Iteration 19Q: 3 clusters Score -861765.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -861777.250000 Penalty: 4403.319824
	Iteration 20F: 3 clusters Score -861777.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -861791.062500 Penalty: 4403.319824
	Iteration 21Q: 3 clusters Score -861791.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -861802.750000 Penalty: 4403.319824
	Iteration 22Q: 3 clusters Score -861802.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -861814.062500 Penalty: 4403.319824
	Iteration 23Q: 3 clusters Score -861814.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -861829.375000 Penalty: 4403.319824
	Iteration 24Q: 3 clusters Score -861829.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -861841.562500 Penalty: 4403.319824
	Iteration 25Q: 3 clusters Score -861841.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -861853.687500 Penalty: 4403.319824
	Iteration 26Q: 3 clusters Score -861853.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -861867.937500 Penalty: 4403.319824
	Iteration 27Q: 3 clusters Score -861867.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -861877.187500 Penalty: 4403.319824
	Iteration 28Q: 3 clusters Score -861877.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -861884.500000 Penalty: 4403.319824
	Iteration 29Q: 3 clusters Score -861884.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -861889.687500 Penalty: 4403.319824
	Iteration 30Q: 3 clusters Score -861889.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -861898.500000 Penalty: 4403.319824
	Iteration 31Q: 3 clusters Score -861898.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -861906.562500 Penalty: 4403.319824
	Iteration 32Q: 3 clusters Score -861906.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -861917.937500 Penalty: 4403.319824
	Iteration 33Q: 3 clusters Score -861917.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -861934.312500 Penalty: 4403.319824
	Iteration 34Q: 3 clusters Score -861934.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -861946.875000 Penalty: 4403.319824
	Iteration 35Q: 3 clusters Score -861946.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -861959.437500 Penalty: 4403.319824
	Iteration 36Q: 3 clusters Score -861959.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -861979.562500 Penalty: 4403.319824
	Iteration 37Q: 3 clusters Score -861979.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -861998.187500 Penalty: 4403.319824
	Iteration 38Q: 3 clusters Score -861998.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -862016.000000 Penalty: 4403.319824
	Iteration 39Q: 3 clusters Score -862016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -862030.750000 Penalty: 4403.319824
	Iteration 40F: 3 clusters Score -862030.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -862042.562500 Penalty: 4403.319824
	Iteration 41Q: 3 clusters Score -862042.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -862053.750000 Penalty: 4403.319824
	Iteration 42Q: 3 clusters Score -862053.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -862069.500000 Penalty: 4403.319824
	Iteration 43Q: 3 clusters Score -862069.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -862086.875000 Penalty: 4403.319824
	Iteration 44Q: 3 clusters Score -862086.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -862104.625000 Penalty: 4403.319824
	Iteration 45Q: 3 clusters Score -862104.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -862125.375000 Penalty: 4403.319824
	Iteration 46Q: 3 clusters Score -862125.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -862145.062500 Penalty: 4403.319824
	Iteration 47Q: 3 clusters Score -862145.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -862152.750000 Penalty: 4403.319824
	Iteration 48Q: 3 clusters Score -862152.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -862157.875000 Penalty: 4403.319824
	Iteration 49Q: 3 clusters Score -862157.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -862158.687500 Penalty: 4403.319824
	Iteration 50Q: 3 clusters Score -862158.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -862160.687500 Penalty: 4403.319824
	Iteration 51Q: 3 clusters Score -862160.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -862160.687500 Penalty: 4403.319824
	Iteration 52F: 3 clusters Score -862160.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (158882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158882 members 
Entering Unmasked Estep 
Score: -20427694.000000 Penalty: 2970.027344
	Iteration 0F: 2 clusters Score -2.042769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 79558 members 
Entering Unmasked Estep 
Score: -20323898.000000 Penalty: 5940.054688
	Iteration 0F: 3 clusters Score -2.03239e+07 nChanged 76368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80136 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -20368756.000000 Penalty: 5940.054688
	Iteration 1F: 3 clusters Score -2.036876e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80232 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -20369572.000000 Penalty: 5940.054688
	Iteration 2Q: 3 clusters Score -2.036957e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -20370328.000000 Penalty: 5940.054688
	Iteration 3Q: 3 clusters Score -2.037033e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -20371296.000000 Penalty: 5940.054688
	Iteration 4Q: 3 clusters Score -2.03713e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80763 members 
Mstep: Class 2 contains 78119 members 
Entering Unmasked Estep 
Score: -20372376.000000 Penalty: 5940.054688
	Iteration 5Q: 3 clusters Score -2.037238e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 77807 members 
Entering Unmasked Estep 
Score: -20373820.000000 Penalty: 5940.054688
	Iteration 6Q: 3 clusters Score -2.037382e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81416 members 
Mstep: Class 2 contains 77466 members 
Entering Unmasked Estep 
Score: -20375534.000000 Penalty: 5940.054688
	Iteration 7Q: 3 clusters Score -2.037553e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
Score: -20377840.000000 Penalty: 5940.054688
	Iteration 8Q: 3 clusters Score -2.037784e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82059 members 
Mstep: Class 2 contains 76823 members 
Entering Unmasked Estep 
Score: -20380972.000000 Penalty: 5940.054688
	Iteration 9Q: 3 clusters Score -2.038097e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82377 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -20385140.000000 Penalty: 5940.054688
	Iteration 10Q: 3 clusters Score -2.038514e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82677 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
Score: -20390732.000000 Penalty: 5940.054688
	Iteration 11F: 3 clusters Score -2.039073e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 75863 members 
Entering Unmasked Estep 
Score: -20395994.000000 Penalty: 5940.054688
	Iteration 12F: 3 clusters Score -2.039599e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 75433 members 
Entering Unmasked Estep 
Score: -20399246.000000 Penalty: 5940.054688
	Iteration 13Q: 3 clusters Score -2.039925e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83824 members 
Mstep: Class 2 contains 75058 members 
Entering Unmasked Estep 
Score: -20400616.000000 Penalty: 5940.054688
	Iteration 14Q: 3 clusters Score -2.040062e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84131 members 
Mstep: Class 2 contains 74751 members 
Entering Unmasked Estep 
Score: -20401264.000000 Penalty: 5940.054688
	Iteration 15Q: 3 clusters Score -2.040126e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 74430 members 
Entering Unmasked Estep 
Score: -20401482.000000 Penalty: 5940.054688
	Iteration 16Q: 3 clusters Score -2.040148e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84780 members 
Mstep: Class 2 contains 74102 members 
Entering Unmasked Estep 
Score: -20401736.000000 Penalty: 5940.054688
	Iteration 17Q: 3 clusters Score -2.040174e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85133 members 
Mstep: Class 2 contains 73749 members 
Entering Unmasked Estep 
Score: -20402098.000000 Penalty: 5940.054688
	Iteration 18Q: 3 clusters Score -2.04021e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85513 members 
Mstep: Class 2 contains 73369 members 
Entering Unmasked Estep 
Score: -20402366.000000 Penalty: 5940.054688
	Iteration 19Q: 3 clusters Score -2.040237e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85914 members 
Mstep: Class 2 contains 72968 members 
Entering Unmasked Estep 
Score: -20402672.000000 Penalty: 5940.054688
	Iteration 20F: 3 clusters Score -2.040267e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86376 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
Score: -20403012.000000 Penalty: 5940.054688
	Iteration 21Q: 3 clusters Score -2.040301e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86833 members 
Mstep: Class 2 contains 72049 members 
Entering Unmasked Estep 
Score: -20403468.000000 Penalty: 5940.054688
	Iteration 22Q: 3 clusters Score -2.040347e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 71507 members 
Entering Unmasked Estep 
Score: -20403866.000000 Penalty: 5940.054688
	Iteration 23Q: 3 clusters Score -2.040387e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -20404368.000000 Penalty: 5940.054688
	Iteration 24Q: 3 clusters Score -2.040437e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88577 members 
Mstep: Class 2 contains 70305 members 
Entering Unmasked Estep 
Score: -20404902.000000 Penalty: 5940.054688
	Iteration 25Q: 3 clusters Score -2.04049e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89236 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -20405612.000000 Penalty: 5940.054688
	Iteration 26Q: 3 clusters Score -2.040561e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89957 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -20406386.000000 Penalty: 5940.054688
	Iteration 27Q: 3 clusters Score -2.040639e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90656 members 
Mstep: Class 2 contains 68226 members 
Entering Unmasked Estep 
Score: -20407314.000000 Penalty: 5940.054688
	Iteration 28Q: 3 clusters Score -2.040731e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91318 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -20408092.000000 Penalty: 5940.054688
	Iteration 29Q: 3 clusters Score -2.040809e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91945 members 
Mstep: Class 2 contains 66937 members 
Entering Unmasked Estep 
Score: -20408930.000000 Penalty: 5940.054688
	Iteration 30Q: 3 clusters Score -2.040893e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -20409684.000000 Penalty: 5940.054688
	Iteration 31Q: 3 clusters Score -2.040968e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93028 members 
Mstep: Class 2 contains 65854 members 
Entering Unmasked Estep 
Score: -20410494.000000 Penalty: 5940.054688
	Iteration 32Q: 3 clusters Score -2.041049e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93564 members 
Mstep: Class 2 contains 65318 members 
Entering Unmasked Estep 
Score: -20411176.000000 Penalty: 5940.054688
	Iteration 33Q: 3 clusters Score -2.041118e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94010 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -20411612.000000 Penalty: 5940.054688
	Iteration 34Q: 3 clusters Score -2.041161e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94484 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -20412028.000000 Penalty: 5940.054688
	Iteration 35Q: 3 clusters Score -2.041203e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94930 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -20412352.000000 Penalty: 5940.054688
	Iteration 36Q: 3 clusters Score -2.041235e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95365 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -20412708.000000 Penalty: 5940.054688
	Iteration 37Q: 3 clusters Score -2.041271e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95749 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -20413032.000000 Penalty: 5940.054688
	Iteration 38Q: 3 clusters Score -2.041303e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96101 members 
Mstep: Class 2 contains 62781 members 
Entering Unmasked Estep 
Score: -20413164.000000 Penalty: 5940.054688
	Iteration 39Q: 3 clusters Score -2.041316e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96429 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -20413492.000000 Penalty: 5940.054688
	Iteration 40F: 3 clusters Score -2.041349e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96842 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -20413720.000000 Penalty: 5940.054688
	Iteration 41Q: 3 clusters Score -2.041372e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97268 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -20413944.000000 Penalty: 5940.054688
	Iteration 42Q: 3 clusters Score -2.041394e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97659 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -20414168.000000 Penalty: 5940.054688
	Iteration 43Q: 3 clusters Score -2.041417e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -20414430.000000 Penalty: 5940.054688
	Iteration 44Q: 3 clusters Score -2.041443e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98394 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -20414650.000000 Penalty: 5940.054688
	Iteration 45Q: 3 clusters Score -2.041465e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98766 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
Score: -20414846.000000 Penalty: 5940.054688
	Iteration 46Q: 3 clusters Score -2.041485e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99018 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -20415048.000000 Penalty: 5940.054688
	Iteration 47Q: 3 clusters Score -2.041505e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99288 members 
Mstep: Class 2 contains 59594 members 
Entering Unmasked Estep 
Score: -20415260.000000 Penalty: 5940.054688
	Iteration 48Q: 3 clusters Score -2.041526e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99531 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -20415522.000000 Penalty: 5940.054688
	Iteration 49Q: 3 clusters Score -2.041552e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99733 members 
Mstep: Class 2 contains 59149 members 
Entering Unmasked Estep 
Score: -20415672.000000 Penalty: 5940.054688
	Iteration 50Q: 3 clusters Score -2.041567e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99848 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -20415866.000000 Penalty: 5940.054688
	Iteration 51Q: 3 clusters Score -2.041587e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99953 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -20416070.000000 Penalty: 5940.054688
	Iteration 52Q: 3 clusters Score -2.041607e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100061 members 
Mstep: Class 2 contains 58821 members 
Entering Unmasked Estep 
Score: -20416390.000000 Penalty: 5940.054688
	Iteration 53Q: 3 clusters Score -2.041639e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100148 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -20416620.000000 Penalty: 5940.054688
	Iteration 54Q: 3 clusters Score -2.041662e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100223 members 
Mstep: Class 2 contains 58659 members 
Entering Unmasked Estep 
Score: -20416830.000000 Penalty: 5940.054688
	Iteration 55Q: 3 clusters Score -2.041683e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100304 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -20417104.000000 Penalty: 5940.054688
	Iteration 56Q: 3 clusters Score -2.04171e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100394 members 
Mstep: Class 2 contains 58488 members 
Entering Unmasked Estep 
Score: -20417248.000000 Penalty: 5940.054688
	Iteration 57Q: 3 clusters Score -2.041725e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100493 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -20417480.000000 Penalty: 5940.054688
	Iteration 58Q: 3 clusters Score -2.041748e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100654 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -20417636.000000 Penalty: 5940.054688
	Iteration 59Q: 3 clusters Score -2.041764e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100806 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -20417910.000000 Penalty: 5940.054688
	Iteration 60F: 3 clusters Score -2.041791e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101001 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -20417992.000000 Penalty: 5940.054688
	Iteration 61Q: 3 clusters Score -2.041799e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101265 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
Score: -20418060.000000 Penalty: 5940.054688
	Iteration 62Q: 3 clusters Score -2.041806e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101587 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -20418172.000000 Penalty: 5940.054688
	Iteration 63Q: 3 clusters Score -2.041817e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101927 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -20418286.000000 Penalty: 5940.054688
	Iteration 64Q: 3 clusters Score -2.041829e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102294 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -20418332.000000 Penalty: 5940.054688
	Iteration 65Q: 3 clusters Score -2.041833e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102676 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -20418404.000000 Penalty: 5940.054688
	Iteration 66Q: 3 clusters Score -2.04184e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103085 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -20418488.000000 Penalty: 5940.054688
	Iteration 67Q: 3 clusters Score -2.041849e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103449 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -20418492.000000 Penalty: 5940.054688
	Iteration 68Q: 3 clusters Score -2.041849e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103787 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -20418524.000000 Penalty: 5940.054688
	Iteration 69Q: 3 clusters Score -2.041852e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104138 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -20418612.000000 Penalty: 5940.054688
	Iteration 70Q: 3 clusters Score -2.041861e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104512 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -20418688.000000 Penalty: 5940.054688
	Iteration 71Q: 3 clusters Score -2.041869e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104892 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -20418698.000000 Penalty: 5940.054688
	Iteration 72Q: 3 clusters Score -2.04187e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105292 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -20418764.000000 Penalty: 5940.054688
	Iteration 73Q: 3 clusters Score -2.041876e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105699 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -20418774.000000 Penalty: 5940.054688
	Iteration 74Q: 3 clusters Score -2.041877e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106109 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -20418836.000000 Penalty: 5940.054688
	Iteration 75Q: 3 clusters Score -2.041884e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106511 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -20418850.000000 Penalty: 5940.054688
	Iteration 76Q: 3 clusters Score -2.041885e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106883 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -20418930.000000 Penalty: 5940.054688
	Iteration 77Q: 3 clusters Score -2.041893e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107295 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -20418992.000000 Penalty: 5940.054688
	Iteration 78Q: 3 clusters Score -2.041899e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107731 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -20419038.000000 Penalty: 5940.054688
	Iteration 79Q: 3 clusters Score -2.041904e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108209 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -20418950.000000 Penalty: 5940.054688
	Iteration 80F: 3 clusters Score -2.041895e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108681 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -20418970.000000 Penalty: 5940.054688
	Iteration 81Q: 3 clusters Score -2.041897e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109169 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -20418988.000000 Penalty: 5940.054688
	Iteration 82Q: 3 clusters Score -2.041899e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109622 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -20419020.000000 Penalty: 5940.054688
	Iteration 83Q: 3 clusters Score -2.041902e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110114 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -20419066.000000 Penalty: 5940.054688
	Iteration 84Q: 3 clusters Score -2.041907e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110602 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -20419162.000000 Penalty: 5940.054688
	Iteration 85Q: 3 clusters Score -2.041916e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111085 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -20419294.000000 Penalty: 5940.054688
	Iteration 86Q: 3 clusters Score -2.041929e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111561 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -20419326.000000 Penalty: 5940.054688
	Iteration 87Q: 3 clusters Score -2.041933e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112042 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -20419352.000000 Penalty: 5940.054688
	Iteration 88Q: 3 clusters Score -2.041935e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112563 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -20419386.000000 Penalty: 5940.054688
	Iteration 89Q: 3 clusters Score -2.041939e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113059 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -20419386.000000 Penalty: 5940.054688
	Iteration 90Q: 3 clusters Score -2.041939e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113521 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -20419436.000000 Penalty: 5940.054688
	Iteration 91Q: 3 clusters Score -2.041944e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113999 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -20419526.000000 Penalty: 5940.054688
	Iteration 92Q: 3 clusters Score -2.041953e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114497 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -20419526.000000 Penalty: 5940.054688
	Iteration 93Q: 3 clusters Score -2.041953e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115023 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -20419594.000000 Penalty: 5940.054688
	Iteration 94Q: 3 clusters Score -2.041959e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115571 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -20419668.000000 Penalty: 5940.054688
	Iteration 95Q: 3 clusters Score -2.041967e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116118 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -20419702.000000 Penalty: 5940.054688
	Iteration 96Q: 3 clusters Score -2.04197e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116701 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -20419794.000000 Penalty: 5940.054688
	Iteration 97Q: 3 clusters Score -2.041979e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117319 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -20419882.000000 Penalty: 5940.054688
	Iteration 98Q: 3 clusters Score -2.041988e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117946 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -20419956.000000 Penalty: 5940.054688
	Iteration 99Q: 3 clusters Score -2.041996e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118550 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -20420004.000000 Penalty: 5940.054688
	Iteration 100F: 3 clusters Score -2.042e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119176 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -20420074.000000 Penalty: 5940.054688
	Iteration 101Q: 3 clusters Score -2.042007e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119784 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -20420120.000000 Penalty: 5940.054688
	Iteration 102Q: 3 clusters Score -2.042012e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120394 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -20420146.000000 Penalty: 5940.054688
	Iteration 103Q: 3 clusters Score -2.042015e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120996 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -20420256.000000 Penalty: 5940.054688
	Iteration 104Q: 3 clusters Score -2.042026e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121621 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -20420254.000000 Penalty: 5940.054688
	Iteration 105Q: 3 clusters Score -2.042025e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122233 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -20420322.000000 Penalty: 5940.054688
	Iteration 106Q: 3 clusters Score -2.042032e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122897 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -20420474.000000 Penalty: 5940.054688
	Iteration 107Q: 3 clusters Score -2.042047e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123588 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -20420528.000000 Penalty: 5940.054688
	Iteration 108Q: 3 clusters Score -2.042053e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124289 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -20420586.000000 Penalty: 5940.054688
	Iteration 109Q: 3 clusters Score -2.042059e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125016 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -20420672.000000 Penalty: 5940.054688
	Iteration 110Q: 3 clusters Score -2.042067e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125800 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -20420788.000000 Penalty: 5940.054688
	Iteration 111Q: 3 clusters Score -2.042079e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126556 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -20420878.000000 Penalty: 5940.054688
	Iteration 112Q: 3 clusters Score -2.042088e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127338 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -20421042.000000 Penalty: 5940.054688
	Iteration 113Q: 3 clusters Score -2.042104e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128082 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -20421192.000000 Penalty: 5940.054688
	Iteration 114Q: 3 clusters Score -2.042119e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128839 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -20421314.000000 Penalty: 5940.054688
	Iteration 115Q: 3 clusters Score -2.042131e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129608 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -20421474.000000 Penalty: 5940.054688
	Iteration 116Q: 3 clusters Score -2.042147e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130392 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -20421570.000000 Penalty: 5940.054688
	Iteration 117Q: 3 clusters Score -2.042157e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131163 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -20421720.000000 Penalty: 5940.054688
	Iteration 118Q: 3 clusters Score -2.042172e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131910 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -20421892.000000 Penalty: 5940.054688
	Iteration 119Q: 3 clusters Score -2.042189e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132705 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -20422030.000000 Penalty: 5940.054688
	Iteration 120F: 3 clusters Score -2.042203e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133494 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -20422200.000000 Penalty: 5940.054688
	Iteration 121Q: 3 clusters Score -2.04222e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134259 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -20422366.000000 Penalty: 5940.054688
	Iteration 122Q: 3 clusters Score -2.042237e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135016 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -20422472.000000 Penalty: 5940.054688
	Iteration 123Q: 3 clusters Score -2.042247e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135783 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -20422610.000000 Penalty: 5940.054688
	Iteration 124Q: 3 clusters Score -2.042261e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136586 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -20422824.000000 Penalty: 5940.054688
	Iteration 125Q: 3 clusters Score -2.042282e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137409 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -20422918.000000 Penalty: 5940.054688
	Iteration 126Q: 3 clusters Score -2.042292e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138194 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -20423158.000000 Penalty: 5940.054688
	Iteration 127Q: 3 clusters Score -2.042316e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139009 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -20423396.000000 Penalty: 5940.054688
	Iteration 128Q: 3 clusters Score -2.04234e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139771 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -20423504.000000 Penalty: 5940.054688
	Iteration 129Q: 3 clusters Score -2.04235e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140512 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -20423602.000000 Penalty: 5940.054688
	Iteration 130Q: 3 clusters Score -2.04236e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141266 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -20423680.000000 Penalty: 5940.054688
	Iteration 131Q: 3 clusters Score -2.042368e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142024 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -20423820.000000 Penalty: 5940.054688
	Iteration 132Q: 3 clusters Score -2.042382e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142804 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -20423996.000000 Penalty: 5940.054688
	Iteration 133Q: 3 clusters Score -2.0424e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143561 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -20424070.000000 Penalty: 5940.054688
	Iteration 134Q: 3 clusters Score -2.042407e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144326 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -20424308.000000 Penalty: 5940.054688
	Iteration 135Q: 3 clusters Score -2.042431e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145049 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -20424490.000000 Penalty: 5940.054688
	Iteration 136Q: 3 clusters Score -2.042449e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145736 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -20424766.000000 Penalty: 5940.054688
	Iteration 137Q: 3 clusters Score -2.042477e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146418 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -20424920.000000 Penalty: 5940.054688
	Iteration 138Q: 3 clusters Score -2.042492e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147055 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -20425104.000000 Penalty: 5940.054688
	Iteration 139Q: 3 clusters Score -2.04251e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147657 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -20425202.000000 Penalty: 5940.054688
	Iteration 140F: 3 clusters Score -2.04252e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148225 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -20425284.000000 Penalty: 5940.054688
	Iteration 141Q: 3 clusters Score -2.042528e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148727 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -20425418.000000 Penalty: 5940.054688
	Iteration 142Q: 3 clusters Score -2.042542e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149233 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -20425476.000000 Penalty: 5940.054688
	Iteration 143Q: 3 clusters Score -2.042548e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149713 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -20425554.000000 Penalty: 5940.054688
	Iteration 144Q: 3 clusters Score -2.042555e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150175 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -20425574.000000 Penalty: 5940.054688
	Iteration 145Q: 3 clusters Score -2.042557e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150607 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -20425566.000000 Penalty: 5940.054688
	Iteration 146Q: 3 clusters Score -2.042557e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151046 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -20425640.000000 Penalty: 5940.054688
	Iteration 147Q: 3 clusters Score -2.042564e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151450 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -20425662.000000 Penalty: 5940.054688
	Iteration 148Q: 3 clusters Score -2.042566e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151835 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -20425764.000000 Penalty: 5940.054688
	Iteration 149Q: 3 clusters Score -2.042576e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152206 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -20425802.000000 Penalty: 5940.054688
	Iteration 150Q: 3 clusters Score -2.04258e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152527 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -20425816.000000 Penalty: 5940.054688
	Iteration 151Q: 3 clusters Score -2.042582e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152845 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -20425822.000000 Penalty: 5940.054688
	Iteration 152Q: 3 clusters Score -2.042582e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153141 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -20425862.000000 Penalty: 5940.054688
	Iteration 153Q: 3 clusters Score -2.042586e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153415 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -20425840.000000 Penalty: 5940.054688
	Iteration 154Q: 3 clusters Score -2.042584e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153660 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -20425892.000000 Penalty: 5940.054688
	Iteration 155Q: 3 clusters Score -2.042589e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153901 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -20425880.000000 Penalty: 5940.054688
	Iteration 156Q: 3 clusters Score -2.042588e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154136 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -20425854.000000 Penalty: 5940.054688
	Iteration 157Q: 3 clusters Score -2.042585e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154335 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -20425894.000000 Penalty: 5940.054688
	Iteration 158Q: 3 clusters Score -2.042589e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154517 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -20425950.000000 Penalty: 5940.054688
	Iteration 159Q: 3 clusters Score -2.042595e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154704 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -20425938.000000 Penalty: 5940.054688
	Iteration 160F: 3 clusters Score -2.042594e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154852 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -20425940.000000 Penalty: 5940.054688
	Iteration 161Q: 3 clusters Score -2.042594e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154981 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -20425936.000000 Penalty: 5940.054688
	Iteration 162Q: 3 clusters Score -2.042594e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155106 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -20425934.000000 Penalty: 5940.054688
	Iteration 163Q: 3 clusters Score -2.042593e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155222 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -20425958.000000 Penalty: 5940.054688
	Iteration 164Q: 3 clusters Score -2.042596e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155334 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -20425942.000000 Penalty: 5940.054688
	Iteration 165Q: 3 clusters Score -2.042594e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155420 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -20425904.000000 Penalty: 5940.054688
	Iteration 166Q: 3 clusters Score -2.04259e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155500 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -20425926.000000 Penalty: 5940.054688
	Iteration 167Q: 3 clusters Score -2.042593e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155576 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -20425908.000000 Penalty: 5940.054688
	Iteration 168Q: 3 clusters Score -2.042591e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155635 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -20425888.000000 Penalty: 5940.054688
	Iteration 169Q: 3 clusters Score -2.042589e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155696 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -20425858.000000 Penalty: 5940.054688
	Iteration 170Q: 3 clusters Score -2.042586e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155757 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -20425864.000000 Penalty: 5940.054688
	Iteration 171Q: 3 clusters Score -2.042586e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155806 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -20425882.000000 Penalty: 5940.054688
	Iteration 172Q: 3 clusters Score -2.042588e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155863 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -20425896.000000 Penalty: 5940.054688
	Iteration 173Q: 3 clusters Score -2.04259e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155906 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -20425872.000000 Penalty: 5940.054688
	Iteration 174Q: 3 clusters Score -2.042587e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155943 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -20425854.000000 Penalty: 5940.054688
	Iteration 175Q: 3 clusters Score -2.042585e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155972 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -20425876.000000 Penalty: 5940.054688
	Iteration 176Q: 3 clusters Score -2.042588e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156008 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -20425884.000000 Penalty: 5940.054688
	Iteration 177Q: 3 clusters Score -2.042588e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156044 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -20425900.000000 Penalty: 5940.054688
	Iteration 178Q: 3 clusters Score -2.04259e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156079 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -20425898.000000 Penalty: 5940.054688
	Iteration 179Q: 3 clusters Score -2.04259e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156114 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -20425886.000000 Penalty: 5940.054688
	Iteration 180F: 3 clusters Score -2.042589e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156144 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -20425896.000000 Penalty: 5940.054688
	Iteration 181Q: 3 clusters Score -2.04259e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156178 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -20425878.000000 Penalty: 5940.054688
	Iteration 182Q: 3 clusters Score -2.042588e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156211 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -20425884.000000 Penalty: 5940.054688
	Iteration 183Q: 3 clusters Score -2.042588e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156239 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -20425860.000000 Penalty: 5940.054688
	Iteration 184Q: 3 clusters Score -2.042586e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156263 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -20425856.000000 Penalty: 5940.054688
	Iteration 185Q: 3 clusters Score -2.042586e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156287 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -20425846.000000 Penalty: 5940.054688
	Iteration 186Q: 3 clusters Score -2.042585e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156316 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -20425870.000000 Penalty: 5940.054688
	Iteration 187Q: 3 clusters Score -2.042587e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156340 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -20425866.000000 Penalty: 5940.054688
	Iteration 188Q: 3 clusters Score -2.042587e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156362 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -20425868.000000 Penalty: 5940.054688
	Iteration 189Q: 3 clusters Score -2.042587e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156384 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -20425842.000000 Penalty: 5940.054688
	Iteration 190Q: 3 clusters Score -2.042584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156403 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -20425832.000000 Penalty: 5940.054688
	Iteration 191Q: 3 clusters Score -2.042583e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156421 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -20425844.000000 Penalty: 5940.054688
	Iteration 192Q: 3 clusters Score -2.042584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156435 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -20425824.000000 Penalty: 5940.054688
	Iteration 193Q: 3 clusters Score -2.042582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156449 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -20425830.000000 Penalty: 5940.054688
	Iteration 194Q: 3 clusters Score -2.042583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -20425832.000000 Penalty: 5940.054688
	Iteration 195Q: 3 clusters Score -2.042583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156472 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -20425814.000000 Penalty: 5940.054688
	Iteration 196Q: 3 clusters Score -2.042581e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156487 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -20425828.000000 Penalty: 5940.054688
	Iteration 197Q: 3 clusters Score -2.042583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156500 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -20425850.000000 Penalty: 5940.054688
	Iteration 198Q: 3 clusters Score -2.042585e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156513 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -20425858.000000 Penalty: 5940.054688
	Iteration 199Q: 3 clusters Score -2.042586e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156528 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -20425848.000000 Penalty: 5940.054688
	Iteration 200F: 3 clusters Score -2.042585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156533 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -20425852.000000 Penalty: 5940.054688
	Iteration 201Q: 3 clusters Score -2.042585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156544 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -20425868.000000 Penalty: 5940.054688
	Iteration 202Q: 3 clusters Score -2.042587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156556 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -20425866.000000 Penalty: 5940.054688
	Iteration 203Q: 3 clusters Score -2.042587e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156575 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -20425854.000000 Penalty: 5940.054688
	Iteration 204Q: 3 clusters Score -2.042585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156583 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -20425856.000000 Penalty: 5940.054688
	Iteration 205Q: 3 clusters Score -2.042586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156588 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -20425850.000000 Penalty: 5940.054688
	Iteration 206Q: 3 clusters Score -2.042585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156591 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -20425866.000000 Penalty: 5940.054688
	Iteration 207Q: 3 clusters Score -2.042587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156602 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -20425876.000000 Penalty: 5940.054688
	Iteration 208Q: 3 clusters Score -2.042588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156612 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -20425868.000000 Penalty: 5940.054688
	Iteration 209Q: 3 clusters Score -2.042587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156620 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -20425862.000000 Penalty: 5940.054688
	Iteration 210Q: 3 clusters Score -2.042586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156632 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -20425854.000000 Penalty: 5940.054688
	Iteration 211Q: 3 clusters Score -2.042585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156638 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -20425856.000000 Penalty: 5940.054688
	Iteration 212Q: 3 clusters Score -2.042586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156641 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -20425854.000000 Penalty: 5940.054688
	Iteration 213Q: 3 clusters Score -2.042585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156645 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -20425858.000000 Penalty: 5940.054688
	Iteration 214Q: 3 clusters Score -2.042586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156648 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -20425846.000000 Penalty: 5940.054688
	Iteration 215Q: 3 clusters Score -2.042585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156654 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -20425842.000000 Penalty: 5940.054688
	Iteration 216Q: 3 clusters Score -2.042584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156655 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -20425844.000000 Penalty: 5940.054688
	Iteration 217Q: 3 clusters Score -2.042584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156658 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -20425840.000000 Penalty: 5940.054688
	Iteration 218Q: 3 clusters Score -2.042584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156660 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -20425840.000000 Penalty: 5940.054688
	Iteration 219Q: 3 clusters Score -2.042584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156664 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -20425818.000000 Penalty: 5940.054688
	Iteration 220F: 3 clusters Score -2.042582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156671 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -20425828.000000 Penalty: 5940.054688
	Iteration 221Q: 3 clusters Score -2.042583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156676 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -20425810.000000 Penalty: 5940.054688
	Iteration 222Q: 3 clusters Score -2.042581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156681 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -20425816.000000 Penalty: 5940.054688
	Iteration 223Q: 3 clusters Score -2.042582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156689 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -20425834.000000 Penalty: 5940.054688
	Iteration 224Q: 3 clusters Score -2.042583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156693 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -20425820.000000 Penalty: 5940.054688
	Iteration 225Q: 3 clusters Score -2.042582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156693 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -20425820.000000 Penalty: 5940.054688
	Iteration 226F: 3 clusters Score -2.042582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Entering Unmasked Estep 
Score: -2006952.375000 Penalty: 2394.367188
	Iteration 0F: 2 clusters Score -2006952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1995703.250000 Penalty: 4788.734375
	Iteration 0F: 3 clusters Score -1995703 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1999226.250000 Penalty: 4788.734375
	Iteration 1F: 3 clusters Score -1999226 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1999605.500000 Penalty: 4788.734375
	Iteration 2F: 3 clusters Score -1999606 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1999939.125000 Penalty: 4788.734375
	Iteration 3Q: 3 clusters Score -1999939 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2000274.625000 Penalty: 4788.734375
	Iteration 4Q: 3 clusters Score -2000275 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2000597.500000 Penalty: 4788.734375
	Iteration 5Q: 3 clusters Score -2000598 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2000920.875000 Penalty: 4788.734375
	Iteration 6Q: 3 clusters Score -2000921 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2001247.875000 Penalty: 4788.734375
	Iteration 7Q: 3 clusters Score -2001248 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2001585.375000 Penalty: 4788.734375
	Iteration 8Q: 3 clusters Score -2001585 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2001961.375000 Penalty: 4788.734375
	Iteration 9Q: 3 clusters Score -2001961 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2002396.750000 Penalty: 4788.734375
	Iteration 10Q: 3 clusters Score -2002397 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2002880.250000 Penalty: 4788.734375
	Iteration 11Q: 3 clusters Score -2002880 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2003314.000000 Penalty: 4788.734375
	Iteration 12Q: 3 clusters Score -2003314 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2003602.250000 Penalty: 4788.734375
	Iteration 13Q: 3 clusters Score -2003602 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2003751.250000 Penalty: 4788.734375
	Iteration 14Q: 3 clusters Score -2003751 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2003821.000000 Penalty: 4788.734375
	Iteration 15Q: 3 clusters Score -2003821 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2003876.875000 Penalty: 4788.734375
	Iteration 16Q: 3 clusters Score -2003877 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2003909.500000 Penalty: 4788.734375
	Iteration 17Q: 3 clusters Score -2003910 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2003946.250000 Penalty: 4788.734375
	Iteration 18Q: 3 clusters Score -2003946 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2003967.250000 Penalty: 4788.734375
	Iteration 19Q: 3 clusters Score -2003967 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2003990.000000 Penalty: 4788.734375
	Iteration 20F: 3 clusters Score -2003990 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2004016.000000 Penalty: 4788.734375
	Iteration 21Q: 3 clusters Score -2004016 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2004024.750000 Penalty: 4788.734375
	Iteration 22Q: 3 clusters Score -2004025 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2004043.000000 Penalty: 4788.734375
	Iteration 23Q: 3 clusters Score -2004043 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2004052.625000 Penalty: 4788.734375
	Iteration 24Q: 3 clusters Score -2004053 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2004065.000000 Penalty: 4788.734375
	Iteration 25Q: 3 clusters Score -2004065 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2004068.500000 Penalty: 4788.734375
	Iteration 26Q: 3 clusters Score -2004068 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2004084.875000 Penalty: 4788.734375
	Iteration 27Q: 3 clusters Score -2004085 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2004086.250000 Penalty: 4788.734375
	Iteration 28Q: 3 clusters Score -2004086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2004107.000000 Penalty: 4788.734375
	Iteration 29Q: 3 clusters Score -2004107 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2004111.000000 Penalty: 4788.734375
	Iteration 30Q: 3 clusters Score -2004111 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2004129.375000 Penalty: 4788.734375
	Iteration 31Q: 3 clusters Score -2004129 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2004143.750000 Penalty: 4788.734375
	Iteration 32Q: 3 clusters Score -2004144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2004162.000000 Penalty: 4788.734375
	Iteration 33Q: 3 clusters Score -2004162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2004170.875000 Penalty: 4788.734375
	Iteration 34Q: 3 clusters Score -2004171 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2004192.375000 Penalty: 4788.734375
	Iteration 35Q: 3 clusters Score -2004192 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2004204.750000 Penalty: 4788.734375
	Iteration 36Q: 3 clusters Score -2004205 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2004221.750000 Penalty: 4788.734375
	Iteration 37Q: 3 clusters Score -2004222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2004240.750000 Penalty: 4788.734375
	Iteration 38Q: 3 clusters Score -2004241 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2004260.625000 Penalty: 4788.734375
	Iteration 39Q: 3 clusters Score -2004261 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2004283.375000 Penalty: 4788.734375
	Iteration 40F: 3 clusters Score -2004283 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2004293.875000 Penalty: 4788.734375
	Iteration 41Q: 3 clusters Score -2004294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2004302.875000 Penalty: 4788.734375
	Iteration 42Q: 3 clusters Score -2004303 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2004322.500000 Penalty: 4788.734375
	Iteration 43Q: 3 clusters Score -2004322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2004335.875000 Penalty: 4788.734375
	Iteration 44Q: 3 clusters Score -2004336 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2004354.125000 Penalty: 4788.734375
	Iteration 45Q: 3 clusters Score -2004354 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2004369.500000 Penalty: 4788.734375
	Iteration 46Q: 3 clusters Score -2004370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2004386.000000 Penalty: 4788.734375
	Iteration 47Q: 3 clusters Score -2004386 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2004411.500000 Penalty: 4788.734375
	Iteration 48Q: 3 clusters Score -2004412 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2004440.000000 Penalty: 4788.734375
	Iteration 49Q: 3 clusters Score -2004440 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2004469.375000 Penalty: 4788.734375
	Iteration 50Q: 3 clusters Score -2004469 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2004501.625000 Penalty: 4788.734375
	Iteration 51Q: 3 clusters Score -2004502 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2004516.875000 Penalty: 4788.734375
	Iteration 52Q: 3 clusters Score -2004517 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2004537.125000 Penalty: 4788.734375
	Iteration 53Q: 3 clusters Score -2004537 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2004557.625000 Penalty: 4788.734375
	Iteration 54Q: 3 clusters Score -2004558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2004573.625000 Penalty: 4788.734375
	Iteration 55Q: 3 clusters Score -2004574 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2004584.875000 Penalty: 4788.734375
	Iteration 56Q: 3 clusters Score -2004585 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2004601.375000 Penalty: 4788.734375
	Iteration 57Q: 3 clusters Score -2004601 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2004622.625000 Penalty: 4788.734375
	Iteration 58Q: 3 clusters Score -2004623 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2004635.750000 Penalty: 4788.734375
	Iteration 59Q: 3 clusters Score -2004636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2004654.000000 Penalty: 4788.734375
	Iteration 60F: 3 clusters Score -2004654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2004673.125000 Penalty: 4788.734375
	Iteration 61Q: 3 clusters Score -2004673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2004685.750000 Penalty: 4788.734375
	Iteration 62Q: 3 clusters Score -2004686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2004701.250000 Penalty: 4788.734375
	Iteration 63Q: 3 clusters Score -2004701 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2004709.125000 Penalty: 4788.734375
	Iteration 64Q: 3 clusters Score -2004709 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2004729.625000 Penalty: 4788.734375
	Iteration 65Q: 3 clusters Score -2004730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2004748.625000 Penalty: 4788.734375
	Iteration 66Q: 3 clusters Score -2004749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2004754.250000 Penalty: 4788.734375
	Iteration 67Q: 3 clusters Score -2004754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2004767.250000 Penalty: 4788.734375
	Iteration 68Q: 3 clusters Score -2004767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2004777.625000 Penalty: 4788.734375
	Iteration 69Q: 3 clusters Score -2004778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2004789.250000 Penalty: 4788.734375
	Iteration 70Q: 3 clusters Score -2004789 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2004801.125000 Penalty: 4788.734375
	Iteration 71Q: 3 clusters Score -2004801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2004811.250000 Penalty: 4788.734375
	Iteration 72Q: 3 clusters Score -2004811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2004821.000000 Penalty: 4788.734375
	Iteration 73Q: 3 clusters Score -2004821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2004826.375000 Penalty: 4788.734375
	Iteration 74Q: 3 clusters Score -2004826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2004832.375000 Penalty: 4788.734375
	Iteration 75Q: 3 clusters Score -2004832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2004839.250000 Penalty: 4788.734375
	Iteration 76Q: 3 clusters Score -2004839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2004856.000000 Penalty: 4788.734375
	Iteration 77Q: 3 clusters Score -2004856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2004856.125000 Penalty: 4788.734375
	Iteration 78Q: 3 clusters Score -2004856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2004861.500000 Penalty: 4788.734375
	Iteration 79Q: 3 clusters Score -2004862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2004876.125000 Penalty: 4788.734375
	Iteration 80F: 3 clusters Score -2004876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2004882.750000 Penalty: 4788.734375
	Iteration 81Q: 3 clusters Score -2004883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2004884.875000 Penalty: 4788.734375
	Iteration 82Q: 3 clusters Score -2004885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2004885.750000 Penalty: 4788.734375
	Iteration 83Q: 3 clusters Score -2004886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2004889.250000 Penalty: 4788.734375
	Iteration 84Q: 3 clusters Score -2004889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2004890.625000 Penalty: 4788.734375
	Iteration 85Q: 3 clusters Score -2004891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2004890.875000 Penalty: 4788.734375
	Iteration 86Q: 3 clusters Score -2004891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2004893.625000 Penalty: 4788.734375
	Iteration 87Q: 3 clusters Score -2004894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2004894.000000 Penalty: 4788.734375
	Iteration 88Q: 3 clusters Score -2004894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2004891.625000 Penalty: 4788.734375
	Iteration 89Q: 3 clusters Score -2004892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2004893.250000 Penalty: 4788.734375
	Iteration 90Q: 3 clusters Score -2004893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2004897.750000 Penalty: 4788.734375
	Iteration 91Q: 3 clusters Score -2004898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2004894.125000 Penalty: 4788.734375
	Iteration 92Q: 3 clusters Score -2004894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2004893.875000 Penalty: 4788.734375
	Iteration 93Q: 3 clusters Score -2004894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2004900.875000 Penalty: 4788.734375
	Iteration 94Q: 3 clusters Score -2004901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2004901.375000 Penalty: 4788.734375
	Iteration 95Q: 3 clusters Score -2004901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2004901.625000 Penalty: 4788.734375
	Iteration 96Q: 3 clusters Score -2004902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2004902.750000 Penalty: 4788.734375
	Iteration 97Q: 3 clusters Score -2004903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2004902.625000 Penalty: 4788.734375
	Iteration 98Q: 3 clusters Score -2004903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2004902.625000 Penalty: 4788.734375
	Iteration 99F: 3 clusters Score -2004903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -46010.285156 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -46010.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44544.660156 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -44544.66 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44719.890625 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -44719.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44819.214844 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -44819.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44874.277344 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -44874.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44932.871094 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -44932.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44972.507812 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -44972.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45003.316406 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -45003.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45014.058594 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -45014.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45021.296875 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -45021.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45023.851562 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -45023.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45029.054688 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -45029.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45036.046875 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -45036.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45042.093750 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -45042.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45042.093750 Penalty: 3007.637451
	Iteration 13F: 3 clusters Score -45042.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -134037.531250 Penalty: 1752.906616
	Iteration 0F: 2 clusters Score -134037.5 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 573 members 
Entering Unmasked Estep 
Score: -131996.000000 Penalty: 3505.813232
	Iteration 0F: 3 clusters Score -131996 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -132535.921875 Penalty: 3505.813232
	Iteration 1F: 3 clusters Score -132535.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -132792.250000 Penalty: 3505.813232
	Iteration 2F: 3 clusters Score -132792.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133066.468750 Penalty: 3505.813232
	Iteration 3F: 3 clusters Score -133066.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -133297.015625 Penalty: 3505.813232
	Iteration 4F: 3 clusters Score -133297 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -133445.531250 Penalty: 3505.813232
	Iteration 5F: 3 clusters Score -133445.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -133556.500000 Penalty: 3505.813232
	Iteration 6Q: 3 clusters Score -133556.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -133636.875000 Penalty: 3505.813232
	Iteration 7Q: 3 clusters Score -133636.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -133714.546875 Penalty: 3505.813232
	Iteration 8Q: 3 clusters Score -133714.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -133808.109375 Penalty: 3505.813232
	Iteration 9Q: 3 clusters Score -133808.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -133917.218750 Penalty: 3505.813232
	Iteration 10Q: 3 clusters Score -133917.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -133974.890625 Penalty: 3505.813232
	Iteration 11Q: 3 clusters Score -133974.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -134017.281250 Penalty: 3505.813232
	Iteration 12Q: 3 clusters Score -134017.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -134033.109375 Penalty: 3505.813232
	Iteration 13Q: 3 clusters Score -134033.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -134041.078125 Penalty: 3505.813232
	Iteration 14Q: 3 clusters Score -134041.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -134046.656250 Penalty: 3505.813232
	Iteration 15Q: 3 clusters Score -134046.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -134048.578125 Penalty: 3505.813232
	Iteration 16Q: 3 clusters Score -134048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -134051.593750 Penalty: 3505.813232
	Iteration 17Q: 3 clusters Score -134051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -134054.156250 Penalty: 3505.813232
	Iteration 18Q: 3 clusters Score -134054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -134057.046875 Penalty: 3505.813232
	Iteration 19Q: 3 clusters Score -134057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -134057.046875 Penalty: 3505.813232
	Iteration 20F: 3 clusters Score -134057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144067 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146644 members 
Mstep: Class 4 contains 7170 members 
Mstep: Class 5 contains 158882 members 
Mstep: Class 6 contains 15595 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 9440 members 
Mstep: Class 10 contains 149651 members 
Mstep: Class 11 contains 71158 members 
Mstep: Class 12 contains 67808 members 
Mstep: Class 13 contains 78457 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146976 members 
Mstep: Class 17 contains 118100 members 
Mstep: Class 18 contains 32866 members 
Mstep: Class 19 contains 135874 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Mstep: Class 23 contains 719 members 
Entering Unmasked Estep 
Score: -161333808.000000 Penalty: 80260.382812
Splitting cluster 8 changes total score from -161335488.000000 to -161333808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (9440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Entering Unmasked Estep 
Score: -1145410.750000 Penalty: 2269.872314
	Iteration 0F: 2 clusters Score -1145411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1138171.375000 Penalty: 4539.744629
	Iteration 0F: 3 clusters Score -1138171 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1140272.125000 Penalty: 4539.744629
	Iteration 1F: 3 clusters Score -1140272 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1140624.500000 Penalty: 4539.744629
	Iteration 2F: 3 clusters Score -1140624 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1140968.750000 Penalty: 4539.744629
	Iteration 3F: 3 clusters Score -1140969 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1141452.125000 Penalty: 4539.744629
	Iteration 4F: 3 clusters Score -1141452 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1142083.750000 Penalty: 4539.744629
	Iteration 5F: 3 clusters Score -1142084 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1142735.500000 Penalty: 4539.744629
	Iteration 6F: 3 clusters Score -1142736 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1143300.000000 Penalty: 4539.744629
	Iteration 7F: 3 clusters Score -1143300 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1143705.875000 Penalty: 4539.744629
	Iteration 8F: 3 clusters Score -1143706 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1143969.375000 Penalty: 4539.744629
	Iteration 9Q: 3 clusters Score -1143969 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1144103.500000 Penalty: 4539.744629
	Iteration 10Q: 3 clusters Score -1144104 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1144185.625000 Penalty: 4539.744629
	Iteration 11Q: 3 clusters Score -1144186 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1144240.875000 Penalty: 4539.744629
	Iteration 12Q: 3 clusters Score -1144241 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1144278.625000 Penalty: 4539.744629
	Iteration 13Q: 3 clusters Score -1144279 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1144318.125000 Penalty: 4539.744629
	Iteration 14Q: 3 clusters Score -1144318 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1144366.875000 Penalty: 4539.744629
	Iteration 15Q: 3 clusters Score -1144367 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1144412.625000 Penalty: 4539.744629
	Iteration 16Q: 3 clusters Score -1144413 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1144458.125000 Penalty: 4539.744629
	Iteration 17Q: 3 clusters Score -1144458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1144485.625000 Penalty: 4539.744629
	Iteration 18Q: 3 clusters Score -1144486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1144506.750000 Penalty: 4539.744629
	Iteration 19Q: 3 clusters Score -1144507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1144524.125000 Penalty: 4539.744629
	Iteration 20F: 3 clusters Score -1144524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1144550.500000 Penalty: 4539.744629
	Iteration 21Q: 3 clusters Score -1144550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1144576.625000 Penalty: 4539.744629
	Iteration 22Q: 3 clusters Score -1144577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1144596.250000 Penalty: 4539.744629
	Iteration 23Q: 3 clusters Score -1144596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1144610.000000 Penalty: 4539.744629
	Iteration 24Q: 3 clusters Score -1144610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1144617.250000 Penalty: 4539.744629
	Iteration 25Q: 3 clusters Score -1144617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1144630.000000 Penalty: 4539.744629
	Iteration 26Q: 3 clusters Score -1144630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1144636.750000 Penalty: 4539.744629
	Iteration 27Q: 3 clusters Score -1144637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1144638.875000 Penalty: 4539.744629
	Iteration 28Q: 3 clusters Score -1144639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1144639.750000 Penalty: 4539.744629
	Iteration 29Q: 3 clusters Score -1144640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1144643.000000 Penalty: 4539.744629
	Iteration 30Q: 3 clusters Score -1144643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1144643.000000 Penalty: 4539.744629
	Iteration 31Q: 3 clusters Score -1144643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1144646.250000 Penalty: 4539.744629
	Iteration 32Q: 3 clusters Score -1144646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1144645.250000 Penalty: 4539.744629
	Iteration 33Q: 3 clusters Score -1144645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1144645.250000 Penalty: 4539.744629
	Iteration 34F: 3 clusters Score -1144645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (149651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149651 members 
Entering Unmasked Estep 
Score: -19185336.000000 Penalty: 2955.183105
	Iteration 0F: 2 clusters Score -1.918534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74988 members 
Mstep: Class 2 contains 74663 members 
Entering Unmasked Estep 
Score: -19089446.000000 Penalty: 5910.366211
	Iteration 0F: 3 clusters Score -1.908945e+07 nChanged 71575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77689 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -19130340.000000 Penalty: 5910.366211
	Iteration 1F: 3 clusters Score -1.913034e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -19131290.000000 Penalty: 5910.366211
	Iteration 2Q: 3 clusters Score -1.913129e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -19132396.000000 Penalty: 5910.366211
	Iteration 3Q: 3 clusters Score -1.91324e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88016 members 
Mstep: Class 2 contains 61635 members 
Entering Unmasked Estep 
Score: -19134258.000000 Penalty: 5910.366211
	Iteration 4Q: 3 clusters Score -1.913426e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94829 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -19137330.000000 Penalty: 5910.366211
	Iteration 5Q: 3 clusters Score -1.913733e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103926 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -19142656.000000 Penalty: 5910.366211
	Iteration 6F: 3 clusters Score -1.914266e+07 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115342 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -19151048.000000 Penalty: 5910.366211
	Iteration 7F: 3 clusters Score -1.915105e+07 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127553 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -19161568.000000 Penalty: 5910.366211
	Iteration 8F: 3 clusters Score -1.916157e+07 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137599 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -19171408.000000 Penalty: 5910.366211
	Iteration 9F: 3 clusters Score -1.917141e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143975 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -19177354.000000 Penalty: 5910.366211
	Iteration 10Q: 3 clusters Score -1.917735e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147012 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -19180300.000000 Penalty: 5910.366211
	Iteration 11Q: 3 clusters Score -1.91803e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148328 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -19181674.000000 Penalty: 5910.366211
	Iteration 12Q: 3 clusters Score -1.918167e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148857 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -19182220.000000 Penalty: 5910.366211
	Iteration 13Q: 3 clusters Score -1.918222e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149063 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -19182418.000000 Penalty: 5910.366211
	Iteration 14Q: 3 clusters Score -1.918242e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149170 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -19182504.000000 Penalty: 5910.366211
	Iteration 15Q: 3 clusters Score -1.91825e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149220 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -19182562.000000 Penalty: 5910.366211
	Iteration 16Q: 3 clusters Score -1.918256e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149256 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -19182608.000000 Penalty: 5910.366211
	Iteration 17Q: 3 clusters Score -1.918261e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149279 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -19182644.000000 Penalty: 5910.366211
	Iteration 18Q: 3 clusters Score -1.918264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149291 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -19182666.000000 Penalty: 5910.366211
	Iteration 19Q: 3 clusters Score -1.918267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149297 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -19182670.000000 Penalty: 5910.366211
	Iteration 20F: 3 clusters Score -1.918267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149301 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -19182684.000000 Penalty: 5910.366211
	Iteration 21Q: 3 clusters Score -1.918268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149304 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -19182680.000000 Penalty: 5910.366211
	Iteration 22Q: 3 clusters Score -1.918268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149306 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -19182682.000000 Penalty: 5910.366211
	Iteration 23Q: 3 clusters Score -1.918268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -19182682.000000 Penalty: 5910.366211
	Iteration 24Q: 3 clusters Score -1.918268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -19182682.000000 Penalty: 5910.366211
	Iteration 25F: 3 clusters Score -1.918268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (71158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71158 members 
Entering Unmasked Estep 
Score: -9117849.000000 Penalty: 2770.819092
	Iteration 0F: 2 clusters Score -9117849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -9070184.000000 Penalty: 5541.638184
	Iteration 0F: 3 clusters Score -9070184 nChanged 33284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -9088710.000000 Penalty: 5541.638184
	Iteration 1F: 3 clusters Score -9088710 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -9089161.000000 Penalty: 5541.638184
	Iteration 2Q: 3 clusters Score -9089161 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -9089573.000000 Penalty: 5541.638184
	Iteration 3Q: 3 clusters Score -9089573 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -9089943.000000 Penalty: 5541.638184
	Iteration 4Q: 3 clusters Score -9089943 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -9090363.000000 Penalty: 5541.638184
	Iteration 5Q: 3 clusters Score -9090363 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -9090710.000000 Penalty: 5541.638184
	Iteration 6Q: 3 clusters Score -9090710 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -9091094.000000 Penalty: 5541.638184
	Iteration 7Q: 3 clusters Score -9091094 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -9091588.000000 Penalty: 5541.638184
	Iteration 8Q: 3 clusters Score -9091588 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -9092207.000000 Penalty: 5541.638184
	Iteration 9Q: 3 clusters Score -9092207 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -9093161.000000 Penalty: 5541.638184
	Iteration 10Q: 3 clusters Score -9093161 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -9094644.000000 Penalty: 5541.638184
	Iteration 11Q: 3 clusters Score -9094644 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -9096945.000000 Penalty: 5541.638184
	Iteration 12F: 3 clusters Score -9096945 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -9100198.000000 Penalty: 5541.638184
	Iteration 13F: 3 clusters Score -9100198 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -9104044.000000 Penalty: 5541.638184
	Iteration 14F: 3 clusters Score -9104044 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -9107771.000000 Penalty: 5541.638184
	Iteration 15F: 3 clusters Score -9107771 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -9110395.000000 Penalty: 5541.638184
	Iteration 16Q: 3 clusters Score -9110395 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -9111785.000000 Penalty: 5541.638184
	Iteration 17Q: 3 clusters Score -9111785 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -9112567.000000 Penalty: 5541.638184
	Iteration 18Q: 3 clusters Score -9112567 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -9113041.000000 Penalty: 5541.638184
	Iteration 19Q: 3 clusters Score -9113041 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -9113428.000000 Penalty: 5541.638184
	Iteration 20F: 3 clusters Score -9113428 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -9113757.000000 Penalty: 5541.638184
	Iteration 21Q: 3 clusters Score -9113757 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -9114038.000000 Penalty: 5541.638184
	Iteration 22Q: 3 clusters Score -9114038 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -9114244.000000 Penalty: 5541.638184
	Iteration 23Q: 3 clusters Score -9114244 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65048 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -9114461.000000 Penalty: 5541.638184
	Iteration 24Q: 3 clusters Score -9114461 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -9114629.000000 Penalty: 5541.638184
	Iteration 25Q: 3 clusters Score -9114629 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -9114736.000000 Penalty: 5541.638184
	Iteration 26Q: 3 clusters Score -9114736 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -9114877.000000 Penalty: 5541.638184
	Iteration 27Q: 3 clusters Score -9114877 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -9114960.000000 Penalty: 5541.638184
	Iteration 28Q: 3 clusters Score -9114960 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -9115074.000000 Penalty: 5541.638184
	Iteration 29Q: 3 clusters Score -9115074 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67092 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -9115145.000000 Penalty: 5541.638184
	Iteration 30Q: 3 clusters Score -9115145 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -9115246.000000 Penalty: 5541.638184
	Iteration 31Q: 3 clusters Score -9115246 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67592 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -9115312.000000 Penalty: 5541.638184
	Iteration 32Q: 3 clusters Score -9115312 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67812 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -9115389.000000 Penalty: 5541.638184
	Iteration 33Q: 3 clusters Score -9115389 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68010 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -9115438.000000 Penalty: 5541.638184
	Iteration 34Q: 3 clusters Score -9115438 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -9115506.000000 Penalty: 5541.638184
	Iteration 35Q: 3 clusters Score -9115506 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -9115553.000000 Penalty: 5541.638184
	Iteration 36Q: 3 clusters Score -9115553 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -9115603.000000 Penalty: 5541.638184
	Iteration 37Q: 3 clusters Score -9115603 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -9115621.000000 Penalty: 5541.638184
	Iteration 38Q: 3 clusters Score -9115621 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -9115650.000000 Penalty: 5541.638184
	Iteration 39Q: 3 clusters Score -9115650 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -9115680.000000 Penalty: 5541.638184
	Iteration 40F: 3 clusters Score -9115680 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -9115733.000000 Penalty: 5541.638184
	Iteration 41Q: 3 clusters Score -9115733 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -9115754.000000 Penalty: 5541.638184
	Iteration 42Q: 3 clusters Score -9115754 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -9115767.000000 Penalty: 5541.638184
	Iteration 43Q: 3 clusters Score -9115767 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -9115785.000000 Penalty: 5541.638184
	Iteration 44Q: 3 clusters Score -9115785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69203 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9115794.000000 Penalty: 5541.638184
	Iteration 45Q: 3 clusters Score -9115794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9115788.000000 Penalty: 5541.638184
	Iteration 46Q: 3 clusters Score -9115788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69267 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -9115801.000000 Penalty: 5541.638184
	Iteration 47Q: 3 clusters Score -9115801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9115789.000000 Penalty: 5541.638184
	Iteration 48Q: 3 clusters Score -9115789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69313 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -9115801.000000 Penalty: 5541.638184
	Iteration 49Q: 3 clusters Score -9115801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9115833.000000 Penalty: 5541.638184
	Iteration 50Q: 3 clusters Score -9115833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -9115827.000000 Penalty: 5541.638184
	Iteration 51Q: 3 clusters Score -9115827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -9115820.000000 Penalty: 5541.638184
	Iteration 52Q: 3 clusters Score -9115820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -9115828.000000 Penalty: 5541.638184
	Iteration 53Q: 3 clusters Score -9115828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -9115836.000000 Penalty: 5541.638184
	Iteration 54Q: 3 clusters Score -9115836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69399 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9115838.000000 Penalty: 5541.638184
	Iteration 55Q: 3 clusters Score -9115838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69410 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -9115842.000000 Penalty: 5541.638184
	Iteration 56Q: 3 clusters Score -9115842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9115841.000000 Penalty: 5541.638184
	Iteration 57Q: 3 clusters Score -9115841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9115842.000000 Penalty: 5541.638184
	Iteration 58Q: 3 clusters Score -9115842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69420 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9115838.000000 Penalty: 5541.638184
	Iteration 59Q: 3 clusters Score -9115838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69422 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9115841.000000 Penalty: 5541.638184
	Iteration 60F: 3 clusters Score -9115841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9115835.000000 Penalty: 5541.638184
	Iteration 61Q: 3 clusters Score -9115835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9115835.000000 Penalty: 5541.638184
	Iteration 62F: 3 clusters Score -9115835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Entering Unmasked Estep 
Score: -8395597.000000 Penalty: 2758.859863
	Iteration 0F: 2 clusters Score -8395597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -8350210.500000 Penalty: 5517.719727
	Iteration 0F: 3 clusters Score -8350210 nChanged 31736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -8367665.000000 Penalty: 5517.719727
	Iteration 1F: 3 clusters Score -8367665 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -8368112.000000 Penalty: 5517.719727
	Iteration 2Q: 3 clusters Score -8368112 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -8368454.500000 Penalty: 5517.719727
	Iteration 3Q: 3 clusters Score -8368454 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -8368768.500000 Penalty: 5517.719727
	Iteration 4Q: 3 clusters Score -8368768 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -8369024.500000 Penalty: 5517.719727
	Iteration 5Q: 3 clusters Score -8369024 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -8369298.000000 Penalty: 5517.719727
	Iteration 6Q: 3 clusters Score -8369298 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -8369572.500000 Penalty: 5517.719727
	Iteration 7Q: 3 clusters Score -8369572 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -8369867.000000 Penalty: 5517.719727
	Iteration 8Q: 3 clusters Score -8369867 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -8370485.000000 Penalty: 5517.719727
	Iteration 9Q: 3 clusters Score -8370485 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -8371314.500000 Penalty: 5517.719727
	Iteration 10Q: 3 clusters Score -8371314 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -8372946.000000 Penalty: 5517.719727
	Iteration 11Q: 3 clusters Score -8372946 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -8376028.500000 Penalty: 5517.719727
	Iteration 12F: 3 clusters Score -8376028 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -8380780.500000 Penalty: 5517.719727
	Iteration 13F: 3 clusters Score -8380780 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -8386406.000000 Penalty: 5517.719727
	Iteration 14F: 3 clusters Score -8386406 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
Score: -8390470.000000 Penalty: 5517.719727
	Iteration 15F: 3 clusters Score -8390470 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -8392264.000000 Penalty: 5517.719727
	Iteration 16Q: 3 clusters Score -8392264 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -8392842.000000 Penalty: 5517.719727
	Iteration 17Q: 3 clusters Score -8392842 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -8393025.000000 Penalty: 5517.719727
	Iteration 18Q: 3 clusters Score -8393025 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 67549 members 
Entering Unmasked Estep 
Score: -8393089.000000 Penalty: 5517.719727
	Iteration 19Q: 3 clusters Score -8393089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 67571 members 
Entering Unmasked Estep 
Score: -8393120.000000 Penalty: 5517.719727
	Iteration 20F: 3 clusters Score -8393120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -8393146.000000 Penalty: 5517.719727
	Iteration 21Q: 3 clusters Score -8393146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -8393165.000000 Penalty: 5517.719727
	Iteration 22Q: 3 clusters Score -8393165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 67586 members 
Entering Unmasked Estep 
Score: -8393178.000000 Penalty: 5517.719727
	Iteration 23Q: 3 clusters Score -8393178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 67589 members 
Entering Unmasked Estep 
Score: -8393176.000000 Penalty: 5517.719727
	Iteration 24Q: 3 clusters Score -8393176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -8393190.000000 Penalty: 5517.719727
	Iteration 25Q: 3 clusters Score -8393190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 67596 members 
Entering Unmasked Estep 
Score: -8393192.000000 Penalty: 5517.719727
	Iteration 26Q: 3 clusters Score -8393192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -8393194.000000 Penalty: 5517.719727
	Iteration 27Q: 3 clusters Score -8393194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -8393191.000000 Penalty: 5517.719727
	Iteration 28Q: 3 clusters Score -8393191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 67598 members 
Entering Unmasked Estep 
Score: -8393189.000000 Penalty: 5517.719727
	Iteration 29Q: 3 clusters Score -8393189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 67598 members 
Entering Unmasked Estep 
Score: -8393189.000000 Penalty: 5517.719727
	Iteration 30F: 3 clusters Score -8393189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Entering Unmasked Estep 
Score: -9940073.000000 Penalty: 2795.035889
	Iteration 0F: 2 clusters Score -9940073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -9887820.000000 Penalty: 5590.071777
	Iteration 0F: 3 clusters Score -9887820 nChanged 36659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -9908319.000000 Penalty: 5590.071777
	Iteration 1F: 3 clusters Score -9908319 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -9909012.000000 Penalty: 5590.071777
	Iteration 2Q: 3 clusters Score -9909012 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -9909927.000000 Penalty: 5590.071777
	Iteration 3Q: 3 clusters Score -9909927 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -9911104.000000 Penalty: 5590.071777
	Iteration 4Q: 3 clusters Score -9911104 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -9912691.000000 Penalty: 5590.071777
	Iteration 5Q: 3 clusters Score -9912691 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -9914584.000000 Penalty: 5590.071777
	Iteration 6Q: 3 clusters Score -9914584 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -9916802.000000 Penalty: 5590.071777
	Iteration 7F: 3 clusters Score -9916802 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -9919101.000000 Penalty: 5590.071777
	Iteration 8F: 3 clusters Score -9919101 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -9921936.000000 Penalty: 5590.071777
	Iteration 9F: 3 clusters Score -9921936 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -9925315.000000 Penalty: 5590.071777
	Iteration 10F: 3 clusters Score -9925315 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 66131 members 
Entering Unmasked Estep 
Score: -9928722.000000 Penalty: 5590.071777
	Iteration 11F: 3 clusters Score -9928722 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 70018 members 
Entering Unmasked Estep 
Score: -9931715.000000 Penalty: 5590.071777
	Iteration 12Q: 3 clusters Score -9931715 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 73087 members 
Entering Unmasked Estep 
Score: -9934081.000000 Penalty: 5590.071777
	Iteration 13Q: 3 clusters Score -9934081 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -9935686.000000 Penalty: 5590.071777
	Iteration 14Q: 3 clusters Score -9935686 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -9936613.000000 Penalty: 5590.071777
	Iteration 15Q: 3 clusters Score -9936613 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -9937073.000000 Penalty: 5590.071777
	Iteration 16Q: 3 clusters Score -9937073 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 77598 members 
Entering Unmasked Estep 
Score: -9937358.000000 Penalty: 5590.071777
	Iteration 17Q: 3 clusters Score -9937358 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -9937490.000000 Penalty: 5590.071777
	Iteration 18Q: 3 clusters Score -9937490 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -9937576.000000 Penalty: 5590.071777
	Iteration 19Q: 3 clusters Score -9937576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 77909 members 
Entering Unmasked Estep 
Score: -9937607.000000 Penalty: 5590.071777
	Iteration 20F: 3 clusters Score -9937607 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 77945 members 
Entering Unmasked Estep 
Score: -9937642.000000 Penalty: 5590.071777
	Iteration 21Q: 3 clusters Score -9937642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 77967 members 
Entering Unmasked Estep 
Score: -9937680.000000 Penalty: 5590.071777
	Iteration 22Q: 3 clusters Score -9937680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 77999 members 
Entering Unmasked Estep 
Score: -9937696.000000 Penalty: 5590.071777
	Iteration 23Q: 3 clusters Score -9937696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 78019 members 
Entering Unmasked Estep 
Score: -9937717.000000 Penalty: 5590.071777
	Iteration 24Q: 3 clusters Score -9937717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 78026 members 
Entering Unmasked Estep 
Score: -9937738.000000 Penalty: 5590.071777
	Iteration 25Q: 3 clusters Score -9937738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 78035 members 
Entering Unmasked Estep 
Score: -9937772.000000 Penalty: 5590.071777
	Iteration 26Q: 3 clusters Score -9937772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 78049 members 
Entering Unmasked Estep 
Score: -9937796.000000 Penalty: 5590.071777
	Iteration 27Q: 3 clusters Score -9937796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 78055 members 
Entering Unmasked Estep 
Score: -9937807.000000 Penalty: 5590.071777
	Iteration 28Q: 3 clusters Score -9937807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
Score: -9937801.000000 Penalty: 5590.071777
	Iteration 29Q: 3 clusters Score -9937801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 78063 members 
Entering Unmasked Estep 
Score: -9937814.000000 Penalty: 5590.071777
	Iteration 30Q: 3 clusters Score -9937814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 78063 members 
Entering Unmasked Estep 
Score: -9937817.000000 Penalty: 5590.071777
	Iteration 31Q: 3 clusters Score -9937817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -9937817.000000 Penalty: 5590.071777
	Iteration 32Q: 3 clusters Score -9937817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 78069 members 
Entering Unmasked Estep 
Score: -9937812.000000 Penalty: 5590.071777
	Iteration 33Q: 3 clusters Score -9937812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 78068 members 
Entering Unmasked Estep 
Score: -9937815.000000 Penalty: 5590.071777
	Iteration 34Q: 3 clusters Score -9937815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 78067 members 
Entering Unmasked Estep 
Score: -9937814.000000 Penalty: 5590.071777
	Iteration 35Q: 3 clusters Score -9937814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -9937817.000000 Penalty: 5590.071777
	Iteration 36Q: 3 clusters Score -9937817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -9937817.000000 Penalty: 5590.071777
	Iteration 37F: 3 clusters Score -9937817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -63143.687500 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -63143.69 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 271 members 
Entering Unmasked Estep 
Score: -61607.722656 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -61607.72 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61820.902344 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -61820.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61912.507812 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -61912.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62030.796875 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -62030.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62171.000000 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -62171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62242.171875 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -62242.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62293.726562 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -62293.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62314.496094 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -62314.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62344.777344 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -62344.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62360.886719 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -62360.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62376.289062 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -62376.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62377.890625 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -62377.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62381.058594 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -62381.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62381.058594 Penalty: 3143.065674
	Iteration 13F: 3 clusters Score -62381.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -41980.550781 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -41980.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40578.636719 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -40578.64 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40896.621094 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -40896.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41037.804688 Penalty: 3015.646973
	Iteration 2F: 3 clusters Score -41037.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41213.437500 Penalty: 3015.646973
	Iteration 3F: 3 clusters Score -41213.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41373.691406 Penalty: 3015.646973
	Iteration 4F: 3 clusters Score -41373.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -41465.968750 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -41465.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41531.992188 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -41531.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -41555.144531 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -41555.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -41557.878906 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -41557.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41559.855469 Penalty: 3015.646973
	Iteration 9Q: 3 clusters Score -41559.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41559.855469 Penalty: 3015.646973
	Iteration 10F: 3 clusters Score -41559.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (146976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146976 members 
Entering Unmasked Estep 
Score: -18681900.000000 Penalty: 2950.710205
	Iteration 0F: 2 clusters Score -1.86819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -18583906.000000 Penalty: 5901.420410
	Iteration 0F: 3 clusters Score -1.858391e+07 nChanged 70168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77411 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
Score: -18624476.000000 Penalty: 5901.420410
	Iteration 1F: 3 clusters Score -1.862448e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -18625878.000000 Penalty: 5901.420410
	Iteration 2Q: 3 clusters Score -1.862588e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -18628008.000000 Penalty: 5901.420410
	Iteration 3Q: 3 clusters Score -1.862801e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -18631134.000000 Penalty: 5901.420410
	Iteration 4Q: 3 clusters Score -1.863113e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91681 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -18635608.000000 Penalty: 5901.420410
	Iteration 5Q: 3 clusters Score -1.863561e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97649 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -18641402.000000 Penalty: 5901.420410
	Iteration 6F: 3 clusters Score -1.86414e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104033 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -18648210.000000 Penalty: 5901.420410
	Iteration 7F: 3 clusters Score -1.864821e+07 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109885 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -18654792.000000 Penalty: 5901.420410
	Iteration 8F: 3 clusters Score -1.865479e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114676 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -18660340.000000 Penalty: 5901.420410
	Iteration 9F: 3 clusters Score -1.866034e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118271 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -18663940.000000 Penalty: 5901.420410
	Iteration 10Q: 3 clusters Score -1.866394e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121130 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -18666144.000000 Penalty: 5901.420410
	Iteration 11Q: 3 clusters Score -1.866614e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123765 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -18667696.000000 Penalty: 5901.420410
	Iteration 12Q: 3 clusters Score -1.86677e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126284 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -18669100.000000 Penalty: 5901.420410
	Iteration 13Q: 3 clusters Score -1.86691e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128685 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -18670274.000000 Penalty: 5901.420410
	Iteration 14Q: 3 clusters Score -1.867027e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130962 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -18671380.000000 Penalty: 5901.420410
	Iteration 15Q: 3 clusters Score -1.867138e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133172 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -18672462.000000 Penalty: 5901.420410
	Iteration 16Q: 3 clusters Score -1.867246e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135253 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -18673622.000000 Penalty: 5901.420410
	Iteration 17Q: 3 clusters Score -1.867362e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137172 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -18674672.000000 Penalty: 5901.420410
	Iteration 18Q: 3 clusters Score -1.867467e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138958 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -18675644.000000 Penalty: 5901.420410
	Iteration 19Q: 3 clusters Score -1.867564e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140480 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -18676430.000000 Penalty: 5901.420410
	Iteration 20F: 3 clusters Score -1.867643e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141761 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -18677182.000000 Penalty: 5901.420410
	Iteration 21Q: 3 clusters Score -1.867718e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142755 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -18677752.000000 Penalty: 5901.420410
	Iteration 22Q: 3 clusters Score -1.867775e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143501 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -18678126.000000 Penalty: 5901.420410
	Iteration 23Q: 3 clusters Score -1.867813e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144081 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -18678510.000000 Penalty: 5901.420410
	Iteration 24Q: 3 clusters Score -1.867851e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144500 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -18678740.000000 Penalty: 5901.420410
	Iteration 25Q: 3 clusters Score -1.867874e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144806 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -18678878.000000 Penalty: 5901.420410
	Iteration 26Q: 3 clusters Score -1.867888e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145032 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -18678998.000000 Penalty: 5901.420410
	Iteration 27Q: 3 clusters Score -1.8679e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145187 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -18679056.000000 Penalty: 5901.420410
	Iteration 28Q: 3 clusters Score -1.867906e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145321 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -18679128.000000 Penalty: 5901.420410
	Iteration 29Q: 3 clusters Score -1.867913e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145433 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -18679160.000000 Penalty: 5901.420410
	Iteration 30Q: 3 clusters Score -1.867916e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145519 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -18679230.000000 Penalty: 5901.420410
	Iteration 31Q: 3 clusters Score -1.867923e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145604 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -18679242.000000 Penalty: 5901.420410
	Iteration 32Q: 3 clusters Score -1.867924e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145663 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -18679292.000000 Penalty: 5901.420410
	Iteration 33Q: 3 clusters Score -1.867929e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145706 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -18679328.000000 Penalty: 5901.420410
	Iteration 34Q: 3 clusters Score -1.867933e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145744 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -18679358.000000 Penalty: 5901.420410
	Iteration 35Q: 3 clusters Score -1.867936e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145778 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -18679374.000000 Penalty: 5901.420410
	Iteration 36Q: 3 clusters Score -1.867937e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145811 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -18679370.000000 Penalty: 5901.420410
	Iteration 37Q: 3 clusters Score -1.867937e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145839 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -18679360.000000 Penalty: 5901.420410
	Iteration 38Q: 3 clusters Score -1.867936e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145860 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -18679364.000000 Penalty: 5901.420410
	Iteration 39Q: 3 clusters Score -1.867936e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145879 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -18679374.000000 Penalty: 5901.420410
	Iteration 40F: 3 clusters Score -1.867937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145894 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -18679384.000000 Penalty: 5901.420410
	Iteration 41Q: 3 clusters Score -1.867938e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145909 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -18679400.000000 Penalty: 5901.420410
	Iteration 42Q: 3 clusters Score -1.86794e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145922 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -18679438.000000 Penalty: 5901.420410
	Iteration 43Q: 3 clusters Score -1.867944e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145938 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -18679450.000000 Penalty: 5901.420410
	Iteration 44Q: 3 clusters Score -1.867945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145948 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -18679448.000000 Penalty: 5901.420410
	Iteration 45Q: 3 clusters Score -1.867945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145951 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -18679464.000000 Penalty: 5901.420410
	Iteration 46Q: 3 clusters Score -1.867946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145955 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -18679464.000000 Penalty: 5901.420410
	Iteration 47Q: 3 clusters Score -1.867946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145955 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -18679450.000000 Penalty: 5901.420410
	Iteration 48Q: 3 clusters Score -1.867945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145956 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -18679464.000000 Penalty: 5901.420410
	Iteration 49Q: 3 clusters Score -1.867946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145956 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -18679464.000000 Penalty: 5901.420410
	Iteration 50F: 3 clusters Score -1.867946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (118100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118100 members 
Entering Unmasked Estep 
Score: -15115284.000000 Penalty: 2896.463135
	Iteration 0F: 2 clusters Score -1.511528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -15037652.000000 Penalty: 5792.926270
	Iteration 0F: 3 clusters Score -1.503765e+07 nChanged 55950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -15070484.000000 Penalty: 5792.926270
	Iteration 1F: 3 clusters Score -1.507048e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -15071855.000000 Penalty: 5792.926270
	Iteration 2Q: 3 clusters Score -1.507186e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67601 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -15073910.000000 Penalty: 5792.926270
	Iteration 3Q: 3 clusters Score -1.507391e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72311 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -15077505.000000 Penalty: 5792.926270
	Iteration 4F: 3 clusters Score -1.50775e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78703 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -15083039.000000 Penalty: 5792.926270
	Iteration 5F: 3 clusters Score -1.508304e+07 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86505 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -15090556.000000 Penalty: 5792.926270
	Iteration 6F: 3 clusters Score -1.509056e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94090 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -15098506.000000 Penalty: 5792.926270
	Iteration 7F: 3 clusters Score -1.509851e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99769 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -15104588.000000 Penalty: 5792.926270
	Iteration 8F: 3 clusters Score -1.510459e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103308 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -15108067.000000 Penalty: 5792.926270
	Iteration 9Q: 3 clusters Score -1.510807e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105494 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -15109718.000000 Penalty: 5792.926270
	Iteration 10Q: 3 clusters Score -1.510972e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107028 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -15110626.000000 Penalty: 5792.926270
	Iteration 11Q: 3 clusters Score -1.511063e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108230 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -15111136.000000 Penalty: 5792.926270
	Iteration 12Q: 3 clusters Score -1.511114e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109261 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -15111513.000000 Penalty: 5792.926270
	Iteration 13Q: 3 clusters Score -1.511151e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110158 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -15111794.000000 Penalty: 5792.926270
	Iteration 14Q: 3 clusters Score -1.511179e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110959 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -15112036.000000 Penalty: 5792.926270
	Iteration 15Q: 3 clusters Score -1.511204e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111693 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -15112300.000000 Penalty: 5792.926270
	Iteration 16Q: 3 clusters Score -1.51123e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112275 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -15112476.000000 Penalty: 5792.926270
	Iteration 17Q: 3 clusters Score -1.511248e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112758 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -15112590.000000 Penalty: 5792.926270
	Iteration 18Q: 3 clusters Score -1.511259e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113169 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -15112684.000000 Penalty: 5792.926270
	Iteration 19Q: 3 clusters Score -1.511268e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113553 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -15112775.000000 Penalty: 5792.926270
	Iteration 20F: 3 clusters Score -1.511278e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113886 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -15112877.000000 Penalty: 5792.926270
	Iteration 21Q: 3 clusters Score -1.511288e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114174 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -15112916.000000 Penalty: 5792.926270
	Iteration 22Q: 3 clusters Score -1.511292e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114420 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -15112986.000000 Penalty: 5792.926270
	Iteration 23Q: 3 clusters Score -1.511299e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114638 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -15113056.000000 Penalty: 5792.926270
	Iteration 24Q: 3 clusters Score -1.511306e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114824 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -15113097.000000 Penalty: 5792.926270
	Iteration 25Q: 3 clusters Score -1.51131e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114968 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -15113149.000000 Penalty: 5792.926270
	Iteration 26Q: 3 clusters Score -1.511315e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115099 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -15113181.000000 Penalty: 5792.926270
	Iteration 27Q: 3 clusters Score -1.511318e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115228 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -15113222.000000 Penalty: 5792.926270
	Iteration 28Q: 3 clusters Score -1.511322e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115341 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -15113227.000000 Penalty: 5792.926270
	Iteration 29Q: 3 clusters Score -1.511323e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115450 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -15113218.000000 Penalty: 5792.926270
	Iteration 30Q: 3 clusters Score -1.511322e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115536 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -15113229.000000 Penalty: 5792.926270
	Iteration 31Q: 3 clusters Score -1.511323e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115615 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -15113284.000000 Penalty: 5792.926270
	Iteration 32Q: 3 clusters Score -1.511328e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115670 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -15113290.000000 Penalty: 5792.926270
	Iteration 33Q: 3 clusters Score -1.511329e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115722 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -15113316.000000 Penalty: 5792.926270
	Iteration 34Q: 3 clusters Score -1.511332e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115765 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -15113332.000000 Penalty: 5792.926270
	Iteration 35Q: 3 clusters Score -1.511333e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115814 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -15113353.000000 Penalty: 5792.926270
	Iteration 36Q: 3 clusters Score -1.511335e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115859 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -15113348.000000 Penalty: 5792.926270
	Iteration 37Q: 3 clusters Score -1.511335e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115891 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -15113334.000000 Penalty: 5792.926270
	Iteration 38Q: 3 clusters Score -1.511333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115909 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -15113342.000000 Penalty: 5792.926270
	Iteration 39Q: 3 clusters Score -1.511334e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115933 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -15113366.000000 Penalty: 5792.926270
	Iteration 40F: 3 clusters Score -1.511337e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115955 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -15113346.000000 Penalty: 5792.926270
	Iteration 41Q: 3 clusters Score -1.511335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115975 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -15113350.000000 Penalty: 5792.926270
	Iteration 42Q: 3 clusters Score -1.511335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115989 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -15113351.000000 Penalty: 5792.926270
	Iteration 43Q: 3 clusters Score -1.511335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116001 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -15113348.000000 Penalty: 5792.926270
	Iteration 44Q: 3 clusters Score -1.511335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116011 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -15113355.000000 Penalty: 5792.926270
	Iteration 45Q: 3 clusters Score -1.511336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116023 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -15113364.000000 Penalty: 5792.926270
	Iteration 46Q: 3 clusters Score -1.511336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116034 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -15113358.000000 Penalty: 5792.926270
	Iteration 47Q: 3 clusters Score -1.511336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116047 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -15113364.000000 Penalty: 5792.926270
	Iteration 48Q: 3 clusters Score -1.511336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116058 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -15113373.000000 Penalty: 5792.926270
	Iteration 49Q: 3 clusters Score -1.511337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116067 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -15113355.000000 Penalty: 5792.926270
	Iteration 50Q: 3 clusters Score -1.511336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116071 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -15113355.000000 Penalty: 5792.926270
	Iteration 51Q: 3 clusters Score -1.511336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116075 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -15113349.000000 Penalty: 5792.926270
	Iteration 52Q: 3 clusters Score -1.511335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116077 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -15113347.000000 Penalty: 5792.926270
	Iteration 53Q: 3 clusters Score -1.511335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116079 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -15113343.000000 Penalty: 5792.926270
	Iteration 54Q: 3 clusters Score -1.511334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116083 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -15113344.000000 Penalty: 5792.926270
	Iteration 55Q: 3 clusters Score -1.511334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116084 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -15113353.000000 Penalty: 5792.926270
	Iteration 56Q: 3 clusters Score -1.511335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116084 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -15113353.000000 Penalty: 5792.926270
	Iteration 57F: 3 clusters Score -1.511335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Entering Unmasked Estep 
Score: -4176498.000000 Penalty: 2579.248047
	Iteration 0F: 2 clusters Score -4176498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -4154113.250000 Penalty: 5158.496094
	Iteration 0F: 3 clusters Score -4154113 nChanged 14872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -4162077.500000 Penalty: 5158.496094
	Iteration 1F: 3 clusters Score -4162078 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -4162567.750000 Penalty: 5158.496094
	Iteration 2Q: 3 clusters Score -4162568 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -4163024.500000 Penalty: 5158.496094
	Iteration 3Q: 3 clusters Score -4163024 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -4163602.500000 Penalty: 5158.496094
	Iteration 4Q: 3 clusters Score -4163602 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -4164355.000000 Penalty: 5158.496094
	Iteration 5Q: 3 clusters Score -4164355 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -4165348.500000 Penalty: 5158.496094
	Iteration 6Q: 3 clusters Score -4165348 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -4166775.500000 Penalty: 5158.496094
	Iteration 7F: 3 clusters Score -4166776 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4168732.000000 Penalty: 5158.496094
	Iteration 8F: 3 clusters Score -4168732 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -4171186.250000 Penalty: 5158.496094
	Iteration 9F: 3 clusters Score -4171186 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -4173004.000000 Penalty: 5158.496094
	Iteration 10F: 3 clusters Score -4173004 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -4173780.750000 Penalty: 5158.496094
	Iteration 11Q: 3 clusters Score -4173781 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -4174088.250000 Penalty: 5158.496094
	Iteration 12Q: 3 clusters Score -4174088 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -4174260.500000 Penalty: 5158.496094
	Iteration 13Q: 3 clusters Score -4174260 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -4174326.000000 Penalty: 5158.496094
	Iteration 14Q: 3 clusters Score -4174326 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -4174359.750000 Penalty: 5158.496094
	Iteration 15Q: 3 clusters Score -4174360 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -4174384.000000 Penalty: 5158.496094
	Iteration 16Q: 3 clusters Score -4174384 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -4174416.750000 Penalty: 5158.496094
	Iteration 17Q: 3 clusters Score -4174417 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -4174438.750000 Penalty: 5158.496094
	Iteration 18Q: 3 clusters Score -4174439 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4174436.000000 Penalty: 5158.496094
	Iteration 19Q: 3 clusters Score -4174436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -4174424.750000 Penalty: 5158.496094
	Iteration 20F: 3 clusters Score -4174425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -4174420.250000 Penalty: 5158.496094
	Iteration 21Q: 3 clusters Score -4174420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -4174412.500000 Penalty: 5158.496094
	Iteration 22Q: 3 clusters Score -4174412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -4174413.250000 Penalty: 5158.496094
	Iteration 23Q: 3 clusters Score -4174413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4174414.750000 Penalty: 5158.496094
	Iteration 24Q: 3 clusters Score -4174415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -4174413.000000 Penalty: 5158.496094
	Iteration 25Q: 3 clusters Score -4174413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -4174413.250000 Penalty: 5158.496094
	Iteration 26Q: 3 clusters Score -4174413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -4174407.000000 Penalty: 5158.496094
	Iteration 27Q: 3 clusters Score -4174407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -4174406.250000 Penalty: 5158.496094
	Iteration 28Q: 3 clusters Score -4174406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -4174406.500000 Penalty: 5158.496094
	Iteration 29Q: 3 clusters Score -4174406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -4174408.500000 Penalty: 5158.496094
	Iteration 30Q: 3 clusters Score -4174408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -4174411.000000 Penalty: 5158.496094
	Iteration 31Q: 3 clusters Score -4174411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -4174411.250000 Penalty: 5158.496094
	Iteration 32Q: 3 clusters Score -4174411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -4174409.500000 Penalty: 5158.496094
	Iteration 33Q: 3 clusters Score -4174410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -4174411.250000 Penalty: 5158.496094
	Iteration 34Q: 3 clusters Score -4174411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -4174409.750000 Penalty: 5158.496094
	Iteration 35Q: 3 clusters Score -4174410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -4174408.750000 Penalty: 5158.496094
	Iteration 36Q: 3 clusters Score -4174409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -4174406.750000 Penalty: 5158.496094
	Iteration 37Q: 3 clusters Score -4174407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -4174406.750000 Penalty: 5158.496094
	Iteration 38F: 3 clusters Score -4174407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (135874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135874 members 
Entering Unmasked Estep 
Score: -17282896.000000 Penalty: 2931.231689
	Iteration 0F: 2 clusters Score -1.72829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67763 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -17192030.000000 Penalty: 5862.463379
	Iteration 0F: 3 clusters Score -1.719203e+07 nChanged 64901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 69928 members 
Entering Unmasked Estep 
Score: -17229138.000000 Penalty: 5862.463379
	Iteration 1F: 3 clusters Score -1.722914e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 71066 members 
Entering Unmasked Estep 
Score: -17229996.000000 Penalty: 5862.463379
	Iteration 2Q: 3 clusters Score -1.723e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -17230822.000000 Penalty: 5862.463379
	Iteration 3Q: 3 clusters Score -1.723082e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 75562 members 
Entering Unmasked Estep 
Score: -17232020.000000 Penalty: 5862.463379
	Iteration 4Q: 3 clusters Score -1.723202e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -17233736.000000 Penalty: 5862.463379
	Iteration 5Q: 3 clusters Score -1.723374e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 85421 members 
Entering Unmasked Estep 
Score: -17236742.000000 Penalty: 5862.463379
	Iteration 6Q: 3 clusters Score -1.723674e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -17241854.000000 Penalty: 5862.463379
	Iteration 7F: 3 clusters Score -1.724185e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 104746 members 
Entering Unmasked Estep 
Score: -17250504.000000 Penalty: 5862.463379
	Iteration 8F: 3 clusters Score -1.72505e+07 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 116897 members 
Entering Unmasked Estep 
Score: -17261796.000000 Penalty: 5862.463379
	Iteration 9F: 3 clusters Score -1.72618e+07 nChanged 10040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 126937 members 
Entering Unmasked Estep 
Score: -17271468.000000 Penalty: 5862.463379
	Iteration 10F: 3 clusters Score -1.727147e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 132729 members 
Entering Unmasked Estep 
Score: -17277116.000000 Penalty: 5862.463379
	Iteration 11Q: 3 clusters Score -1.727712e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 134963 members 
Entering Unmasked Estep 
Score: -17279330.000000 Penalty: 5862.463379
	Iteration 12Q: 3 clusters Score -1.727933e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 135497 members 
Entering Unmasked Estep 
Score: -17279902.000000 Penalty: 5862.463379
	Iteration 13Q: 3 clusters Score -1.72799e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 135613 members 
Entering Unmasked Estep 
Score: -17280056.000000 Penalty: 5862.463379
	Iteration 14Q: 3 clusters Score -1.728006e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 135652 members 
Entering Unmasked Estep 
Score: -17280134.000000 Penalty: 5862.463379
	Iteration 15Q: 3 clusters Score -1.728013e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 135671 members 
Entering Unmasked Estep 
Score: -17280176.000000 Penalty: 5862.463379
	Iteration 16Q: 3 clusters Score -1.728018e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 135680 members 
Entering Unmasked Estep 
Score: -17280218.000000 Penalty: 5862.463379
	Iteration 17Q: 3 clusters Score -1.728022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 135685 members 
Entering Unmasked Estep 
Score: -17280218.000000 Penalty: 5862.463379
	Iteration 18Q: 3 clusters Score -1.728022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 135687 members 
Entering Unmasked Estep 
Score: -17280232.000000 Penalty: 5862.463379
	Iteration 19Q: 3 clusters Score -1.728023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 135686 members 
Entering Unmasked Estep 
Score: -17280252.000000 Penalty: 5862.463379
	Iteration 20F: 3 clusters Score -1.728025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 135685 members 
Entering Unmasked Estep 
Score: -17280248.000000 Penalty: 5862.463379
	Iteration 21Q: 3 clusters Score -1.728025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 135687 members 
Entering Unmasked Estep 
Score: -17280262.000000 Penalty: 5862.463379
	Iteration 22Q: 3 clusters Score -1.728026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 135689 members 
Entering Unmasked Estep 
Score: -17280264.000000 Penalty: 5862.463379
	Iteration 23Q: 3 clusters Score -1.728026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 135690 members 
Entering Unmasked Estep 
Score: -17280266.000000 Penalty: 5862.463379
	Iteration 24Q: 3 clusters Score -1.728027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 135690 members 
Entering Unmasked Estep 
Score: -17280266.000000 Penalty: 5862.463379
	Iteration 25F: 3 clusters Score -1.728027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -32106.464844 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -32106.46 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 161 members 
Entering Unmasked Estep 
Score: -30778.296875 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -30778.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30995.951172 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -30995.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31119.076172 Penalty: 2894.066162
	Iteration 2F: 3 clusters Score -31119.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31225.074219 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -31225.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31344.890625 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -31344.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31431.427734 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -31431.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31470.583984 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -31470.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31529.097656 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -31529.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31545.373047 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -31545.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31583.281250 Penalty: 2894.066162
	Iteration 9Q: 3 clusters Score -31583.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31616.945312 Penalty: 2894.066162
	Iteration 10Q: 3 clusters Score -31616.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31667.044922 Penalty: 2894.066162
	Iteration 11Q: 3 clusters Score -31667.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31727.603516 Penalty: 2894.066162
	Iteration 12Q: 3 clusters Score -31727.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31815.550781 Penalty: 2894.066162
	Iteration 13Q: 3 clusters Score -31815.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31880.683594 Penalty: 2894.066162
	Iteration 14Q: 3 clusters Score -31880.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31986.054688 Penalty: 2894.066162
	Iteration 15Q: 3 clusters Score -31986.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31991.580078 Penalty: 2894.066162
	Iteration 16Q: 3 clusters Score -31991.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32000.525391 Penalty: 2894.066162
	Iteration 17F: 3 clusters Score -32000.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32033.794922 Penalty: 2894.066162
	Iteration 18Q: 3 clusters Score -32033.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32044.207031 Penalty: 2894.066162
	Iteration 19Q: 3 clusters Score -32044.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32044.207031 Penalty: 2894.066162
	Iteration 20F: 3 clusters Score -32044.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -45112.957031 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -45112.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43624.070312 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -43624.07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43816.859375 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -43816.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43913.792969 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -43913.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43997.988281 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -43997.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44092.246094 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -44092.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44218.128906 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -44218.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44286.734375 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -44286.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44313.445312 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -44313.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44333.558594 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -44333.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44347.804688 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -44347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44355.636719 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -44355.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44382.144531 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -44382.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44441.226562 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -44441.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44616.171875 Penalty: 3019.040283
	Iteration 13Q: 3 clusters Score -44616.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44939.593750 Penalty: 3019.040283
	Iteration 14Q: 3 clusters Score -44939.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45002.917969 Penalty: 3019.040283
	Iteration 15Q: 3 clusters Score -45002.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45046.882812 Penalty: 3019.040283
	Iteration 16Q: 3 clusters Score -45046.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45078.242188 Penalty: 3019.040283
	Iteration 17Q: 3 clusters Score -45078.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45104.855469 Penalty: 3019.040283
	Iteration 18Q: 3 clusters Score -45104.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45141.718750 Penalty: 3019.040283
	Iteration 19Q: 3 clusters Score -45141.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45165.523438 Penalty: 3019.040283
	Iteration 20F: 3 clusters Score -45165.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45178.542969 Penalty: 3019.040283
	Iteration 21Q: 3 clusters Score -45178.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45186.082031 Penalty: 3019.040283
	Iteration 22Q: 3 clusters Score -45186.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45195.558594 Penalty: 3019.040283
	Iteration 23Q: 3 clusters Score -45195.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45199.257812 Penalty: 3019.040283
	Iteration 24Q: 3 clusters Score -45199.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45203.800781 Penalty: 3019.040283
	Iteration 25Q: 3 clusters Score -45203.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45209.058594 Penalty: 3019.040283
	Iteration 26Q: 3 clusters Score -45209.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45217.546875 Penalty: 3019.040283
	Iteration 27Q: 3 clusters Score -45217.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45217.546875 Penalty: 3019.040283
	Iteration 28F: 3 clusters Score -45217.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144067 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146644 members 
Mstep: Class 4 contains 7170 members 
Mstep: Class 5 contains 158882 members 
Mstep: Class 6 contains 15595 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9440 members 
Mstep: Class 10 contains 149651 members 
Mstep: Class 11 contains 71158 members 
Mstep: Class 12 contains 67808 members 
Mstep: Class 13 contains 78457 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146976 members 
Mstep: Class 17 contains 118100 members 
Mstep: Class 18 contains 32866 members 
Mstep: Class 19 contains 135874 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 750 members 
Mstep: Class 23 contains 185 members 
Entering Unmasked Estep 
Score: -161333616.000000 Penalty: 80260.382812
Splitting cluster 21 changes total score from -161335488.000000 to -161333616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -80490.492188 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -80490.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78747.140625 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -78747.14 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79037.984375 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -79037.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -79204.132812 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -79204.13 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79369.570312 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -79369.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -79535.468750 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -79535.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79695.203125 Penalty: 3283.556396
	Iteration 5F: 3 clusters Score -79695.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79890.359375 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -79890.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -80257.289062 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -80257.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -80487.750000 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -80487.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80676.914062 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -80676.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -81009.257812 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -81009.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81240.554688 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -81240.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81402.210938 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -81402.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81402.210938 Penalty: 3283.556396
	Iteration 13F: 3 clusters Score -81402.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144067 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146644 members 
Mstep: Class 4 contains 7170 members 
Mstep: Class 5 contains 158882 members 
Mstep: Class 6 contains 15595 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9440 members 
Mstep: Class 10 contains 149651 members 
Mstep: Class 11 contains 71158 members 
Mstep: Class 12 contains 67808 members 
Mstep: Class 13 contains 78457 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146976 members 
Mstep: Class 17 contains 118100 members 
Mstep: Class 18 contains 32866 members 
Mstep: Class 19 contains 135874 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 392 members 
Entering Unmasked Estep 
Score: -161334544.000000 Penalty: 80260.382812
Splitting cluster 22 changes total score from -161335488.000000 to -161334544.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144067 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146644 members 
Mstep: Class 4 contains 7170 members 
Mstep: Class 5 contains 158882 members 
Mstep: Class 6 contains 15595 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9440 members 
Mstep: Class 10 contains 149651 members 
Mstep: Class 11 contains 71158 members 
Mstep: Class 12 contains 67808 members 
Mstep: Class 13 contains 78457 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146976 members 
Mstep: Class 17 contains 118100 members 
Mstep: Class 18 contains 32866 members 
Mstep: Class 19 contains 135874 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335632.000000 Penalty: 76770.804688
Iteration 359Q: 23 clusters Score -1.613356e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 144011 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146600 members 
Mstep: Class 4 contains 7163 members 
Mstep: Class 5 contains 158769 members 
Mstep: Class 6 contains 15590 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9438 members 
Mstep: Class 10 contains 149580 members 
Mstep: Class 11 contains 71155 members 
Mstep: Class 12 contains 67816 members 
Mstep: Class 13 contains 78453 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146901 members 
Mstep: Class 17 contains 118017 members 
Mstep: Class 18 contains 32901 members 
Mstep: Class 19 contains 136294 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335664.000000 Penalty: 76770.804688
Iteration 360F: 23 clusters Score -1.613357e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143968 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146556 members 
Mstep: Class 4 contains 7157 members 
Mstep: Class 5 contains 158628 members 
Mstep: Class 6 contains 15580 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9437 members 
Mstep: Class 10 contains 149509 members 
Mstep: Class 11 contains 71145 members 
Mstep: Class 12 contains 67833 members 
Mstep: Class 13 contains 78448 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146837 members 
Mstep: Class 17 contains 117941 members 
Mstep: Class 18 contains 32942 members 
Mstep: Class 19 contains 136707 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336144.000000 Penalty: 76770.804688
Iteration 361Q: 23 clusters Score -1.613361e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143906 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146521 members 
Mstep: Class 4 contains 7149 members 
Mstep: Class 5 contains 158547 members 
Mstep: Class 6 contains 15573 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9434 members 
Mstep: Class 10 contains 149439 members 
Mstep: Class 11 contains 71135 members 
Mstep: Class 12 contains 67860 members 
Mstep: Class 13 contains 78450 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146778 members 
Mstep: Class 17 contains 117835 members 
Mstep: Class 18 contains 32968 members 
Mstep: Class 19 contains 137092 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336000.000000 Penalty: 76770.804688
Iteration 362Q: 23 clusters Score -1.61336e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143848 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146492 members 
Mstep: Class 4 contains 7143 members 
Mstep: Class 5 contains 158445 members 
Mstep: Class 6 contains 15565 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9430 members 
Mstep: Class 10 contains 149383 members 
Mstep: Class 11 contains 71125 members 
Mstep: Class 12 contains 67879 members 
Mstep: Class 13 contains 78442 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146723 members 
Mstep: Class 17 contains 117729 members 
Mstep: Class 18 contains 32992 members 
Mstep: Class 19 contains 137491 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336448.000000 Penalty: 76770.804688
Iteration 363Q: 23 clusters Score -1.613364e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143766 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146435 members 
Mstep: Class 4 contains 7137 members 
Mstep: Class 5 contains 158369 members 
Mstep: Class 6 contains 15560 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9429 members 
Mstep: Class 10 contains 149342 members 
Mstep: Class 11 contains 71108 members 
Mstep: Class 12 contains 67885 members 
Mstep: Class 13 contains 78424 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146709 members 
Mstep: Class 17 contains 117607 members 
Mstep: Class 18 contains 33015 members 
Mstep: Class 19 contains 137901 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336656.000000 Penalty: 76770.804688
Iteration 364Q: 23 clusters Score -1.613367e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143694 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 146376 members 
Mstep: Class 4 contains 7132 members 
Mstep: Class 5 contains 158223 members 
Mstep: Class 6 contains 15554 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9431 members 
Mstep: Class 10 contains 149314 members 
Mstep: Class 11 contains 71068 members 
Mstep: Class 12 contains 67907 members 
Mstep: Class 13 contains 78416 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146692 members 
Mstep: Class 17 contains 117503 members 
Mstep: Class 18 contains 33013 members 
Mstep: Class 19 contains 138364 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336592.000000 Penalty: 76770.804688
Iteration 365Q: 23 clusters Score -1.613366e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143662 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 146319 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 158077 members 
Mstep: Class 6 contains 15543 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9429 members 
Mstep: Class 10 contains 149266 members 
Mstep: Class 11 contains 71048 members 
Mstep: Class 12 contains 67935 members 
Mstep: Class 13 contains 78400 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146668 members 
Mstep: Class 17 contains 117400 members 
Mstep: Class 18 contains 33018 members 
Mstep: Class 19 contains 138797 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336752.000000 Penalty: 76770.804688
Iteration 366Q: 23 clusters Score -1.613368e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143629 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 146258 members 
Mstep: Class 4 contains 7118 members 
Mstep: Class 5 contains 157928 members 
Mstep: Class 6 contains 15541 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9431 members 
Mstep: Class 10 contains 149195 members 
Mstep: Class 11 contains 71030 members 
Mstep: Class 12 contains 67961 members 
Mstep: Class 13 contains 78390 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146668 members 
Mstep: Class 17 contains 117276 members 
Mstep: Class 18 contains 33025 members 
Mstep: Class 19 contains 139236 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336896.000000 Penalty: 76770.804688
Iteration 367Q: 23 clusters Score -1.613369e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143589 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 146188 members 
Mstep: Class 4 contains 7113 members 
Mstep: Class 5 contains 157832 members 
Mstep: Class 6 contains 15540 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9431 members 
Mstep: Class 10 contains 149110 members 
Mstep: Class 11 contains 71003 members 
Mstep: Class 12 contains 67987 members 
Mstep: Class 13 contains 78374 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146684 members 
Mstep: Class 17 contains 117135 members 
Mstep: Class 18 contains 33014 members 
Mstep: Class 19 contains 139685 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336912.000000 Penalty: 76770.804688
Iteration 368Q: 23 clusters Score -1.613369e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143554 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 146090 members 
Mstep: Class 4 contains 7111 members 
Mstep: Class 5 contains 157764 members 
Mstep: Class 6 contains 15534 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9434 members 
Mstep: Class 10 contains 149054 members 
Mstep: Class 11 contains 70986 members 
Mstep: Class 12 contains 68004 members 
Mstep: Class 13 contains 78359 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146706 members 
Mstep: Class 17 contains 116961 members 
Mstep: Class 18 contains 33003 members 
Mstep: Class 19 contains 140126 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337216.000000 Penalty: 76770.804688
Iteration 369Q: 23 clusters Score -1.613372e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143492 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 146010 members 
Mstep: Class 4 contains 7111 members 
Mstep: Class 5 contains 157721 members 
Mstep: Class 6 contains 15529 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9434 members 
Mstep: Class 10 contains 149027 members 
Mstep: Class 11 contains 70976 members 
Mstep: Class 12 contains 68012 members 
Mstep: Class 13 contains 78336 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146695 members 
Mstep: Class 17 contains 116775 members 
Mstep: Class 18 contains 33012 members 
Mstep: Class 19 contains 140555 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337376.000000 Penalty: 76770.804688
Iteration 370Q: 23 clusters Score -1.613374e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143432 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 145934 members 
Mstep: Class 4 contains 7111 members 
Mstep: Class 5 contains 157657 members 
Mstep: Class 6 contains 15516 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9427 members 
Mstep: Class 10 contains 148980 members 
Mstep: Class 11 contains 70949 members 
Mstep: Class 12 contains 68020 members 
Mstep: Class 13 contains 78319 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146679 members 
Mstep: Class 17 contains 116609 members 
Mstep: Class 18 contains 33015 members 
Mstep: Class 19 contains 141037 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337344.000000 Penalty: 76770.804688
Iteration 371Q: 23 clusters Score -1.613373e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143413 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 145863 members 
Mstep: Class 4 contains 7110 members 
Mstep: Class 5 contains 157560 members 
Mstep: Class 6 contains 15508 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9422 members 
Mstep: Class 10 contains 148896 members 
Mstep: Class 11 contains 70933 members 
Mstep: Class 12 contains 68034 members 
Mstep: Class 13 contains 78312 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146657 members 
Mstep: Class 17 contains 116447 members 
Mstep: Class 18 contains 33021 members 
Mstep: Class 19 contains 141509 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337344.000000 Penalty: 76770.804688
Iteration 372Q: 23 clusters Score -1.613373e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143428 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 145761 members 
Mstep: Class 4 contains 7110 members 
Mstep: Class 5 contains 157515 members 
Mstep: Class 6 contains 15490 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9420 members 
Mstep: Class 10 contains 148799 members 
Mstep: Class 11 contains 70907 members 
Mstep: Class 12 contains 68044 members 
Mstep: Class 13 contains 78310 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146647 members 
Mstep: Class 17 contains 116262 members 
Mstep: Class 18 contains 33022 members 
Mstep: Class 19 contains 141970 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337296.000000 Penalty: 76770.804688
Iteration 373Q: 23 clusters Score -1.613373e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143431 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 145654 members 
Mstep: Class 4 contains 7110 members 
Mstep: Class 5 contains 157480 members 
Mstep: Class 6 contains 15484 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9423 members 
Mstep: Class 10 contains 148741 members 
Mstep: Class 11 contains 70889 members 
Mstep: Class 12 contains 68059 members 
Mstep: Class 13 contains 78314 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146602 members 
Mstep: Class 17 contains 116074 members 
Mstep: Class 18 contains 33026 members 
Mstep: Class 19 contains 142399 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337328.000000 Penalty: 76770.804688
Iteration 374Q: 23 clusters Score -1.613373e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143453 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 145546 members 
Mstep: Class 4 contains 7109 members 
Mstep: Class 5 contains 157413 members 
Mstep: Class 6 contains 15478 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9422 members 
Mstep: Class 10 contains 148670 members 
Mstep: Class 11 contains 70857 members 
Mstep: Class 12 contains 68087 members 
Mstep: Class 13 contains 78306 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146602 members 
Mstep: Class 17 contains 115886 members 
Mstep: Class 18 contains 33031 members 
Mstep: Class 19 contains 142825 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337184.000000 Penalty: 76770.804688
Iteration 375Q: 23 clusters Score -1.613372e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143473 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 145447 members 
Mstep: Class 4 contains 7108 members 
Mstep: Class 5 contains 157348 members 
Mstep: Class 6 contains 15470 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9419 members 
Mstep: Class 10 contains 148618 members 
Mstep: Class 11 contains 70825 members 
Mstep: Class 12 contains 68107 members 
Mstep: Class 13 contains 78300 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146592 members 
Mstep: Class 17 contains 115683 members 
Mstep: Class 18 contains 33041 members 
Mstep: Class 19 contains 143255 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337296.000000 Penalty: 76770.804688
Iteration 376Q: 23 clusters Score -1.613373e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143465 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 145358 members 
Mstep: Class 4 contains 7107 members 
Mstep: Class 5 contains 157295 members 
Mstep: Class 6 contains 15464 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9420 members 
Mstep: Class 10 contains 148542 members 
Mstep: Class 11 contains 70790 members 
Mstep: Class 12 contains 68126 members 
Mstep: Class 13 contains 78295 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146634 members 
Mstep: Class 17 contains 115487 members 
Mstep: Class 18 contains 33061 members 
Mstep: Class 19 contains 143643 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337344.000000 Penalty: 76770.804688
Iteration 377Q: 23 clusters Score -1.613373e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143431 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 145269 members 
Mstep: Class 4 contains 7107 members 
Mstep: Class 5 contains 157225 members 
Mstep: Class 6 contains 15461 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9421 members 
Mstep: Class 10 contains 148479 members 
Mstep: Class 11 contains 70764 members 
Mstep: Class 12 contains 68138 members 
Mstep: Class 13 contains 78289 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146675 members 
Mstep: Class 17 contains 115314 members 
Mstep: Class 18 contains 33100 members 
Mstep: Class 19 contains 144014 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337296.000000 Penalty: 76770.804688
Iteration 378Q: 23 clusters Score -1.613373e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143412 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 145162 members 
Mstep: Class 4 contains 7107 members 
Mstep: Class 5 contains 157122 members 
Mstep: Class 6 contains 15456 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9423 members 
Mstep: Class 10 contains 148437 members 
Mstep: Class 11 contains 70720 members 
Mstep: Class 12 contains 68162 members 
Mstep: Class 13 contains 78282 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146757 members 
Mstep: Class 17 contains 115168 members 
Mstep: Class 18 contains 33121 members 
Mstep: Class 19 contains 144358 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337456.000000 Penalty: 76770.804688
Iteration 379Q: 23 clusters Score -1.613375e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143404 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 145077 members 
Mstep: Class 4 contains 7107 members 
Mstep: Class 5 contains 157041 members 
Mstep: Class 6 contains 15438 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9427 members 
Mstep: Class 10 contains 148371 members 
Mstep: Class 11 contains 70687 members 
Mstep: Class 12 contains 68187 members 
Mstep: Class 13 contains 78275 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146843 members 
Mstep: Class 17 contains 115016 members 
Mstep: Class 18 contains 33141 members 
Mstep: Class 19 contains 144674 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337680.000000 Penalty: 76770.804688
Iteration 380F: 23 clusters Score -1.613377e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143404 members 
Mstep: Class 2 contains 4127 members 
Mstep: Class 3 contains 145015 members 
Mstep: Class 4 contains 7106 members 
Mstep: Class 5 contains 157031 members 
Mstep: Class 6 contains 15428 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9430 members 
Mstep: Class 10 contains 148294 members 
Mstep: Class 11 contains 70660 members 
Mstep: Class 12 contains 68207 members 
Mstep: Class 13 contains 78271 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146855 members 
Mstep: Class 17 contains 114854 members 
Mstep: Class 18 contains 33169 members 
Mstep: Class 19 contains 144964 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337648.000000 Penalty: 76770.804688
Iteration 381Q: 23 clusters Score -1.613376e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143400 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 144963 members 
Mstep: Class 4 contains 7103 members 
Mstep: Class 5 contains 156991 members 
Mstep: Class 6 contains 15418 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 9426 members 
Mstep: Class 10 contains 148235 members 
Mstep: Class 11 contains 70636 members 
Mstep: Class 12 contains 68230 members 
Mstep: Class 13 contains 78277 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146885 members 
Mstep: Class 17 contains 114700 members 
Mstep: Class 18 contains 33184 members 
Mstep: Class 19 contains 145242 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337456.000000 Penalty: 76770.804688
Iteration 382Q: 23 clusters Score -1.613375e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143392 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 144918 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 5 contains 156968 members 
Mstep: Class 6 contains 15409 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 9425 members 
Mstep: Class 10 contains 148187 members 
Mstep: Class 11 contains 70623 members 
Mstep: Class 12 contains 68262 members 
Mstep: Class 13 contains 78262 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146884 members 
Mstep: Class 17 contains 114536 members 
Mstep: Class 18 contains 33202 members 
Mstep: Class 19 contains 145530 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337728.000000 Penalty: 76770.804688
Iteration 383Q: 23 clusters Score -1.613377e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143393 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 144873 members 
Mstep: Class 4 contains 7091 members 
Mstep: Class 5 contains 156916 members 
Mstep: Class 6 contains 15404 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 9430 members 
Mstep: Class 10 contains 148129 members 
Mstep: Class 11 contains 70598 members 
Mstep: Class 12 contains 68290 members 
Mstep: Class 13 contains 78257 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146911 members 
Mstep: Class 17 contains 114367 members 
Mstep: Class 18 contains 33210 members 
Mstep: Class 19 contains 145826 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337408.000000 Penalty: 76770.804688
Iteration 384Q: 23 clusters Score -1.613374e+08 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143389 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 144807 members 
Mstep: Class 4 contains 7087 members 
Mstep: Class 5 contains 156811 members 
Mstep: Class 6 contains 15397 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 9426 members 
Mstep: Class 10 contains 148078 members 
Mstep: Class 11 contains 70567 members 
Mstep: Class 12 contains 68325 members 
Mstep: Class 13 contains 78263 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146965 members 
Mstep: Class 17 contains 114231 members 
Mstep: Class 18 contains 33217 members 
Mstep: Class 19 contains 146133 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337728.000000 Penalty: 76770.804688
Iteration 385Q: 23 clusters Score -1.613377e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143371 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 144761 members 
Mstep: Class 4 contains 7079 members 
Mstep: Class 5 contains 156800 members 
Mstep: Class 6 contains 15397 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 9426 members 
Mstep: Class 10 contains 148019 members 
Mstep: Class 11 contains 70545 members 
Mstep: Class 12 contains 68352 members 
Mstep: Class 13 contains 78254 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146979 members 
Mstep: Class 17 contains 114089 members 
Mstep: Class 18 contains 33224 members 
Mstep: Class 19 contains 146399 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338080.000000 Penalty: 76770.804688
Iteration 386Q: 23 clusters Score -1.613381e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143363 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 144736 members 
Mstep: Class 4 contains 7074 members 
Mstep: Class 5 contains 156755 members 
Mstep: Class 6 contains 15383 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 9432 members 
Mstep: Class 10 contains 147993 members 
Mstep: Class 11 contains 70515 members 
Mstep: Class 12 contains 68379 members 
Mstep: Class 13 contains 78241 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 146996 members 
Mstep: Class 17 contains 113949 members 
Mstep: Class 18 contains 33229 members 
Mstep: Class 19 contains 146650 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338000.000000 Penalty: 76770.804688
Iteration 387Q: 23 clusters Score -1.61338e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143319 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 144708 members 
Mstep: Class 4 contains 7070 members 
Mstep: Class 5 contains 156749 members 
Mstep: Class 6 contains 15378 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 9434 members 
Mstep: Class 10 contains 147959 members 
Mstep: Class 11 contains 70496 members 
Mstep: Class 12 contains 68409 members 
Mstep: Class 13 contains 78220 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147032 members 
Mstep: Class 17 contains 113820 members 
Mstep: Class 18 contains 33227 members 
Mstep: Class 19 contains 146875 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338048.000000 Penalty: 76770.804688
Iteration 388Q: 23 clusters Score -1.61338e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143291 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 144679 members 
Mstep: Class 4 contains 7069 members 
Mstep: Class 5 contains 156731 members 
Mstep: Class 6 contains 15368 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1173 members 
Mstep: Class 9 contains 9434 members 
Mstep: Class 10 contains 147941 members 
Mstep: Class 11 contains 70473 members 
Mstep: Class 12 contains 68427 members 
Mstep: Class 13 contains 78205 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147062 members 
Mstep: Class 17 contains 113697 members 
Mstep: Class 18 contains 33240 members 
Mstep: Class 19 contains 147080 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338304.000000 Penalty: 76770.804688
Iteration 389Q: 23 clusters Score -1.613383e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143270 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 144651 members 
Mstep: Class 4 contains 7069 members 
Mstep: Class 5 contains 156728 members 
Mstep: Class 6 contains 15353 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9433 members 
Mstep: Class 10 contains 147912 members 
Mstep: Class 11 contains 70461 members 
Mstep: Class 12 contains 68459 members 
Mstep: Class 13 contains 78194 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147076 members 
Mstep: Class 17 contains 113581 members 
Mstep: Class 18 contains 33247 members 
Mstep: Class 19 contains 147261 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338400.000000 Penalty: 76770.804688
Iteration 390Q: 23 clusters Score -1.613384e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143257 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 144623 members 
Mstep: Class 4 contains 7068 members 
Mstep: Class 5 contains 156741 members 
Mstep: Class 6 contains 15342 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9433 members 
Mstep: Class 10 contains 147870 members 
Mstep: Class 11 contains 70456 members 
Mstep: Class 12 contains 68492 members 
Mstep: Class 13 contains 78186 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147105 members 
Mstep: Class 17 contains 113454 members 
Mstep: Class 18 contains 33253 members 
Mstep: Class 19 contains 147415 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338416.000000 Penalty: 76770.804688
Iteration 391Q: 23 clusters Score -1.613384e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143220 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 144590 members 
Mstep: Class 4 contains 7068 members 
Mstep: Class 5 contains 156751 members 
Mstep: Class 6 contains 15338 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9431 members 
Mstep: Class 10 contains 147845 members 
Mstep: Class 11 contains 70441 members 
Mstep: Class 12 contains 68507 members 
Mstep: Class 13 contains 78176 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147130 members 
Mstep: Class 17 contains 113360 members 
Mstep: Class 18 contains 33268 members 
Mstep: Class 19 contains 147571 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338432.000000 Penalty: 76770.804688
Iteration 392Q: 23 clusters Score -1.613384e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143209 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 144579 members 
Mstep: Class 4 contains 7068 members 
Mstep: Class 5 contains 156735 members 
Mstep: Class 6 contains 15329 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9427 members 
Mstep: Class 10 contains 147820 members 
Mstep: Class 11 contains 70420 members 
Mstep: Class 12 contains 68524 members 
Mstep: Class 13 contains 78173 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147154 members 
Mstep: Class 17 contains 113265 members 
Mstep: Class 18 contains 33278 members 
Mstep: Class 19 contains 147714 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338576.000000 Penalty: 76770.804688
Iteration 393Q: 23 clusters Score -1.613386e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143224 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 144542 members 
Mstep: Class 4 contains 7068 members 
Mstep: Class 5 contains 156707 members 
Mstep: Class 6 contains 15316 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9429 members 
Mstep: Class 10 contains 147781 members 
Mstep: Class 11 contains 70401 members 
Mstep: Class 12 contains 68545 members 
Mstep: Class 13 contains 78170 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147199 members 
Mstep: Class 17 contains 113173 members 
Mstep: Class 18 contains 33291 members 
Mstep: Class 19 contains 147849 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338464.000000 Penalty: 76770.804688
Iteration 394Q: 23 clusters Score -1.613385e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143197 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 144506 members 
Mstep: Class 4 contains 7068 members 
Mstep: Class 5 contains 156688 members 
Mstep: Class 6 contains 15303 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9428 members 
Mstep: Class 10 contains 147759 members 
Mstep: Class 11 contains 70377 members 
Mstep: Class 12 contains 68560 members 
Mstep: Class 13 contains 78162 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147251 members 
Mstep: Class 17 contains 113106 members 
Mstep: Class 18 contains 33294 members 
Mstep: Class 19 contains 147996 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338400.000000 Penalty: 76770.804688
Iteration 395Q: 23 clusters Score -1.613384e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143194 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 144473 members 
Mstep: Class 4 contains 7068 members 
Mstep: Class 5 contains 156668 members 
Mstep: Class 6 contains 15290 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9423 members 
Mstep: Class 10 contains 147726 members 
Mstep: Class 11 contains 70353 members 
Mstep: Class 12 contains 68577 members 
Mstep: Class 13 contains 78155 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147309 members 
Mstep: Class 17 contains 113033 members 
Mstep: Class 18 contains 33306 members 
Mstep: Class 19 contains 148120 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338608.000000 Penalty: 76770.804688
Iteration 396Q: 23 clusters Score -1.613386e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143193 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 144452 members 
Mstep: Class 4 contains 7068 members 
Mstep: Class 5 contains 156621 members 
Mstep: Class 6 contains 15283 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9426 members 
Mstep: Class 10 contains 147711 members 
Mstep: Class 11 contains 70339 members 
Mstep: Class 12 contains 68585 members 
Mstep: Class 13 contains 78149 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147345 members 
Mstep: Class 17 contains 112957 members 
Mstep: Class 18 contains 33332 members 
Mstep: Class 19 contains 148235 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338544.000000 Penalty: 76770.804688
Iteration 397Q: 23 clusters Score -1.613385e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143196 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 144439 members 
Mstep: Class 4 contains 7067 members 
Mstep: Class 5 contains 156593 members 
Mstep: Class 6 contains 15279 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9431 members 
Mstep: Class 10 contains 147686 members 
Mstep: Class 11 contains 70320 members 
Mstep: Class 12 contains 68611 members 
Mstep: Class 13 contains 78143 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147366 members 
Mstep: Class 17 contains 112869 members 
Mstep: Class 18 contains 33329 members 
Mstep: Class 19 contains 148368 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338624.000000 Penalty: 76770.804688
Iteration 398Q: 23 clusters Score -1.613386e+08 nChanged 863
Entering ConstructFrom: 
Score: -161338624.000000 Penalty: 76770.804688
Entering ConstructFrom: 
Trying to split cluster 1 (143203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143203 members 
Entering Unmasked Estep 
Score: -18209270.000000 Penalty: 2944.260742
	Iteration 0F: 2 clusters Score -1.820927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71460 members 
Mstep: Class 2 contains 71743 members 
Entering Unmasked Estep 
Score: -18114458.000000 Penalty: 5888.521484
	Iteration 0F: 3 clusters Score -1.811446e+07 nChanged 68105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70113 members 
Mstep: Class 2 contains 73090 members 
Entering Unmasked Estep 
Score: -18153812.000000 Penalty: 5888.521484
	Iteration 1F: 3 clusters Score -1.815381e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 73689 members 
Entering Unmasked Estep 
Score: -18154720.000000 Penalty: 5888.521484
	Iteration 2Q: 3 clusters Score -1.815472e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 74713 members 
Entering Unmasked Estep 
Score: -18155810.000000 Penalty: 5888.521484
	Iteration 3Q: 3 clusters Score -1.815581e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -18157130.000000 Penalty: 5888.521484
	Iteration 4Q: 3 clusters Score -1.815713e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 78664 members 
Entering Unmasked Estep 
Score: -18159082.000000 Penalty: 5888.521484
	Iteration 5Q: 3 clusters Score -1.815908e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 82205 members 
Entering Unmasked Estep 
Score: -18162120.000000 Penalty: 5888.521484
	Iteration 6Q: 3 clusters Score -1.816212e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56184 members 
Mstep: Class 2 contains 87019 members 
Entering Unmasked Estep 
Score: -18167116.000000 Penalty: 5888.521484
	Iteration 7F: 3 clusters Score -1.816712e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 92930 members 
Entering Unmasked Estep 
Score: -18173818.000000 Penalty: 5888.521484
	Iteration 8F: 3 clusters Score -1.817382e+07 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 98666 members 
Entering Unmasked Estep 
Score: -18180782.000000 Penalty: 5888.521484
	Iteration 9F: 3 clusters Score -1.818078e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 103484 members 
Entering Unmasked Estep 
Score: -18186454.000000 Penalty: 5888.521484
	Iteration 10F: 3 clusters Score -1.818645e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 107147 members 
Entering Unmasked Estep 
Score: -18190088.000000 Penalty: 5888.521484
	Iteration 11Q: 3 clusters Score -1.819009e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 110153 members 
Entering Unmasked Estep 
Score: -18192328.000000 Penalty: 5888.521484
	Iteration 12Q: 3 clusters Score -1.819233e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 112875 members 
Entering Unmasked Estep 
Score: -18193940.000000 Penalty: 5888.521484
	Iteration 13Q: 3 clusters Score -1.819394e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 115434 members 
Entering Unmasked Estep 
Score: -18195354.000000 Penalty: 5888.521484
	Iteration 14Q: 3 clusters Score -1.819535e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 117826 members 
Entering Unmasked Estep 
Score: -18196626.000000 Penalty: 5888.521484
	Iteration 15Q: 3 clusters Score -1.819663e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 119982 members 
Entering Unmasked Estep 
Score: -18197730.000000 Penalty: 5888.521484
	Iteration 16Q: 3 clusters Score -1.819773e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 121846 members 
Entering Unmasked Estep 
Score: -18198660.000000 Penalty: 5888.521484
	Iteration 17Q: 3 clusters Score -1.819866e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 123603 members 
Entering Unmasked Estep 
Score: -18199456.000000 Penalty: 5888.521484
	Iteration 18Q: 3 clusters Score -1.819946e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 125199 members 
Entering Unmasked Estep 
Score: -18200264.000000 Penalty: 5888.521484
	Iteration 19Q: 3 clusters Score -1.820026e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 126696 members 
Entering Unmasked Estep 
Score: -18200934.000000 Penalty: 5888.521484
	Iteration 20F: 3 clusters Score -1.820093e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 128079 members 
Entering Unmasked Estep 
Score: -18201424.000000 Penalty: 5888.521484
	Iteration 21Q: 3 clusters Score -1.820142e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 129338 members 
Entering Unmasked Estep 
Score: -18201906.000000 Penalty: 5888.521484
	Iteration 22Q: 3 clusters Score -1.820191e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 130520 members 
Entering Unmasked Estep 
Score: -18202310.000000 Penalty: 5888.521484
	Iteration 23Q: 3 clusters Score -1.820231e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 131693 members 
Entering Unmasked Estep 
Score: -18202742.000000 Penalty: 5888.521484
	Iteration 24Q: 3 clusters Score -1.820274e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 132777 members 
Entering Unmasked Estep 
Score: -18203150.000000 Penalty: 5888.521484
	Iteration 25Q: 3 clusters Score -1.820315e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 133804 members 
Entering Unmasked Estep 
Score: -18203558.000000 Penalty: 5888.521484
	Iteration 26Q: 3 clusters Score -1.820356e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 134771 members 
Entering Unmasked Estep 
Score: -18203918.000000 Penalty: 5888.521484
	Iteration 27Q: 3 clusters Score -1.820392e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 135732 members 
Entering Unmasked Estep 
Score: -18204160.000000 Penalty: 5888.521484
	Iteration 28Q: 3 clusters Score -1.820416e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 136645 members 
Entering Unmasked Estep 
Score: -18204584.000000 Penalty: 5888.521484
	Iteration 29Q: 3 clusters Score -1.820458e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 137464 members 
Entering Unmasked Estep 
Score: -18204914.000000 Penalty: 5888.521484
	Iteration 30Q: 3 clusters Score -1.820491e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 138220 members 
Entering Unmasked Estep 
Score: -18205182.000000 Penalty: 5888.521484
	Iteration 31Q: 3 clusters Score -1.820518e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 138913 members 
Entering Unmasked Estep 
Score: -18205490.000000 Penalty: 5888.521484
	Iteration 32Q: 3 clusters Score -1.820549e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 139522 members 
Entering Unmasked Estep 
Score: -18205742.000000 Penalty: 5888.521484
	Iteration 33Q: 3 clusters Score -1.820574e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 140030 members 
Entering Unmasked Estep 
Score: -18205902.000000 Penalty: 5888.521484
	Iteration 34Q: 3 clusters Score -1.82059e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 140454 members 
Entering Unmasked Estep 
Score: -18206062.000000 Penalty: 5888.521484
	Iteration 35Q: 3 clusters Score -1.820606e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 140784 members 
Entering Unmasked Estep 
Score: -18206218.000000 Penalty: 5888.521484
	Iteration 36Q: 3 clusters Score -1.820622e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 141035 members 
Entering Unmasked Estep 
Score: -18206322.000000 Penalty: 5888.521484
	Iteration 37Q: 3 clusters Score -1.820632e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 141250 members 
Entering Unmasked Estep 
Score: -18206400.000000 Penalty: 5888.521484
	Iteration 38Q: 3 clusters Score -1.82064e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 141411 members 
Entering Unmasked Estep 
Score: -18206416.000000 Penalty: 5888.521484
	Iteration 39Q: 3 clusters Score -1.820642e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 141545 members 
Entering Unmasked Estep 
Score: -18206488.000000 Penalty: 5888.521484
	Iteration 40F: 3 clusters Score -1.820649e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 141658 members 
Entering Unmasked Estep 
Score: -18206550.000000 Penalty: 5888.521484
	Iteration 41Q: 3 clusters Score -1.820655e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 141745 members 
Entering Unmasked Estep 
Score: -18206572.000000 Penalty: 5888.521484
	Iteration 42Q: 3 clusters Score -1.820657e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 141819 members 
Entering Unmasked Estep 
Score: -18206580.000000 Penalty: 5888.521484
	Iteration 43Q: 3 clusters Score -1.820658e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 141885 members 
Entering Unmasked Estep 
Score: -18206580.000000 Penalty: 5888.521484
	Iteration 44Q: 3 clusters Score -1.820658e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 141945 members 
Entering Unmasked Estep 
Score: -18206638.000000 Penalty: 5888.521484
	Iteration 45Q: 3 clusters Score -1.820664e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 142007 members 
Entering Unmasked Estep 
Score: -18206668.000000 Penalty: 5888.521484
	Iteration 46Q: 3 clusters Score -1.820667e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 142060 members 
Entering Unmasked Estep 
Score: -18206692.000000 Penalty: 5888.521484
	Iteration 47Q: 3 clusters Score -1.820669e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 142093 members 
Entering Unmasked Estep 
Score: -18206710.000000 Penalty: 5888.521484
	Iteration 48Q: 3 clusters Score -1.820671e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 142127 members 
Entering Unmasked Estep 
Score: -18206722.000000 Penalty: 5888.521484
	Iteration 49Q: 3 clusters Score -1.820672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 142151 members 
Entering Unmasked Estep 
Score: -18206730.000000 Penalty: 5888.521484
	Iteration 50Q: 3 clusters Score -1.820673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 142171 members 
Entering Unmasked Estep 
Score: -18206712.000000 Penalty: 5888.521484
	Iteration 51Q: 3 clusters Score -1.820671e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 142186 members 
Entering Unmasked Estep 
Score: -18206728.000000 Penalty: 5888.521484
	Iteration 52Q: 3 clusters Score -1.820673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 142199 members 
Entering Unmasked Estep 
Score: -18206736.000000 Penalty: 5888.521484
	Iteration 53Q: 3 clusters Score -1.820674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 142205 members 
Entering Unmasked Estep 
Score: -18206746.000000 Penalty: 5888.521484
	Iteration 54Q: 3 clusters Score -1.820675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 142214 members 
Entering Unmasked Estep 
Score: -18206752.000000 Penalty: 5888.521484
	Iteration 55Q: 3 clusters Score -1.820675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 142218 members 
Entering Unmasked Estep 
Score: -18206756.000000 Penalty: 5888.521484
	Iteration 56Q: 3 clusters Score -1.820676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 142225 members 
Entering Unmasked Estep 
Score: -18206760.000000 Penalty: 5888.521484
	Iteration 57Q: 3 clusters Score -1.820676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 142228 members 
Entering Unmasked Estep 
Score: -18206754.000000 Penalty: 5888.521484
	Iteration 58Q: 3 clusters Score -1.820675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 142233 members 
Entering Unmasked Estep 
Score: -18206760.000000 Penalty: 5888.521484
	Iteration 59Q: 3 clusters Score -1.820676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 142239 members 
Entering Unmasked Estep 
Score: -18206780.000000 Penalty: 5888.521484
	Iteration 60F: 3 clusters Score -1.820678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 142244 members 
Entering Unmasked Estep 
Score: -18206786.000000 Penalty: 5888.521484
	Iteration 61Q: 3 clusters Score -1.820679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 142249 members 
Entering Unmasked Estep 
Score: -18206794.000000 Penalty: 5888.521484
	Iteration 62Q: 3 clusters Score -1.820679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 142250 members 
Entering Unmasked Estep 
Score: -18206788.000000 Penalty: 5888.521484
	Iteration 63Q: 3 clusters Score -1.820679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 142251 members 
Entering Unmasked Estep 
Score: -18206786.000000 Penalty: 5888.521484
	Iteration 64Q: 3 clusters Score -1.820679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 142251 members 
Entering Unmasked Estep 
Score: -18206786.000000 Penalty: 5888.521484
	Iteration 65F: 3 clusters Score -1.820679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Entering Unmasked Estep 
Score: -509172.593750 Penalty: 2064.074219
	Iteration 0F: 2 clusters Score -509172.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -505210.562500 Penalty: 4128.148438
	Iteration 0F: 3 clusters Score -505210.6 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -506125.812500 Penalty: 4128.148438
	Iteration 1F: 3 clusters Score -506125.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -506311.875000 Penalty: 4128.148438
	Iteration 2F: 3 clusters Score -506311.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -506435.687500 Penalty: 4128.148438
	Iteration 3Q: 3 clusters Score -506435.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -506536.656250 Penalty: 4128.148438
	Iteration 4Q: 3 clusters Score -506536.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -506650.437500 Penalty: 4128.148438
	Iteration 5Q: 3 clusters Score -506650.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -506765.125000 Penalty: 4128.148438
	Iteration 6Q: 3 clusters Score -506765.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -506921.187500 Penalty: 4128.148438
	Iteration 7Q: 3 clusters Score -506921.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -507078.187500 Penalty: 4128.148438
	Iteration 8Q: 3 clusters Score -507078.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -507234.125000 Penalty: 4128.148438
	Iteration 9Q: 3 clusters Score -507234.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -507412.531250 Penalty: 4128.148438
	Iteration 10Q: 3 clusters Score -507412.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -507629.312500 Penalty: 4128.148438
	Iteration 11Q: 3 clusters Score -507629.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -507835.781250 Penalty: 4128.148438
	Iteration 12Q: 3 clusters Score -507835.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -508028.593750 Penalty: 4128.148438
	Iteration 13Q: 3 clusters Score -508028.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -508215.562500 Penalty: 4128.148438
	Iteration 14Q: 3 clusters Score -508215.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -508375.343750 Penalty: 4128.148438
	Iteration 15Q: 3 clusters Score -508375.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -508501.937500 Penalty: 4128.148438
	Iteration 16Q: 3 clusters Score -508501.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -508608.968750 Penalty: 4128.148438
	Iteration 17Q: 3 clusters Score -508609 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -508737.250000 Penalty: 4128.148438
	Iteration 18Q: 3 clusters Score -508737.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -508916.875000 Penalty: 4128.148438
	Iteration 19Q: 3 clusters Score -508916.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -509151.750000 Penalty: 4128.148438
	Iteration 20F: 3 clusters Score -509151.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -509370.812500 Penalty: 4128.148438
	Iteration 21Q: 3 clusters Score -509370.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -509508.500000 Penalty: 4128.148438
	Iteration 22Q: 3 clusters Score -509508.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -509610.312500 Penalty: 4128.148438
	Iteration 23Q: 3 clusters Score -509610.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -509669.031250 Penalty: 4128.148438
	Iteration 24Q: 3 clusters Score -509669 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -509704.312500 Penalty: 4128.148438
	Iteration 25Q: 3 clusters Score -509704.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -509723.625000 Penalty: 4128.148438
	Iteration 26Q: 3 clusters Score -509723.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -509729.500000 Penalty: 4128.148438
	Iteration 27Q: 3 clusters Score -509729.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -509730.437500 Penalty: 4128.148438
	Iteration 28Q: 3 clusters Score -509730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -509731.625000 Penalty: 4128.148438
	Iteration 29Q: 3 clusters Score -509731.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -509732.000000 Penalty: 4128.148438
	Iteration 30Q: 3 clusters Score -509732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -509732.156250 Penalty: 4128.148438
	Iteration 31Q: 3 clusters Score -509732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -509732.156250 Penalty: 4128.148438
	Iteration 32F: 3 clusters Score -509732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143203 members 
Mstep: Class 2 contains 1921 members 
Mstep: Class 3 contains 144425 members 
Mstep: Class 4 contains 7067 members 
Mstep: Class 5 contains 156555 members 
Mstep: Class 6 contains 15276 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 147678 members 
Mstep: Class 11 contains 70301 members 
Mstep: Class 12 contains 68628 members 
Mstep: Class 13 contains 78139 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147381 members 
Mstep: Class 17 contains 112794 members 
Mstep: Class 18 contains 33326 members 
Mstep: Class 19 contains 148489 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Mstep: Class 23 contains 2196 members 
Entering Unmasked Estep 
Score: -161337472.000000 Penalty: 80260.382812
Splitting cluster 2 changes total score from -161338624.000000 to -161337472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (144425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144425 members 
Entering Unmasked Estep 
Score: -18616078.000000 Penalty: 2946.367920
	Iteration 0F: 2 clusters Score -1.861608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 72422 members 
Entering Unmasked Estep 
Score: -18523604.000000 Penalty: 5892.735840
	Iteration 0F: 3 clusters Score -1.85236e+07 nChanged 68909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 76977 members 
Entering Unmasked Estep 
Score: -18563714.000000 Penalty: 5892.735840
	Iteration 1F: 3 clusters Score -1.856371e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 80064 members 
Entering Unmasked Estep 
Score: -18564918.000000 Penalty: 5892.735840
	Iteration 2Q: 3 clusters Score -1.856492e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 84753 members 
Entering Unmasked Estep 
Score: -18566618.000000 Penalty: 5892.735840
	Iteration 3Q: 3 clusters Score -1.856662e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 91440 members 
Entering Unmasked Estep 
Score: -18569654.000000 Penalty: 5892.735840
	Iteration 4F: 3 clusters Score -1.856965e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 100662 members 
Entering Unmasked Estep 
Score: -18574976.000000 Penalty: 5892.735840
	Iteration 5F: 3 clusters Score -1.857498e+07 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 111970 members 
Entering Unmasked Estep 
Score: -18582962.000000 Penalty: 5892.735840
	Iteration 6F: 3 clusters Score -1.858296e+07 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 123948 members 
Entering Unmasked Estep 
Score: -18593340.000000 Penalty: 5892.735840
	Iteration 7F: 3 clusters Score -1.859334e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 133926 members 
Entering Unmasked Estep 
Score: -18603054.000000 Penalty: 5892.735840
	Iteration 8F: 3 clusters Score -1.860305e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 140091 members 
Entering Unmasked Estep 
Score: -18609498.000000 Penalty: 5892.735840
	Iteration 9Q: 3 clusters Score -1.86095e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 142810 members 
Entering Unmasked Estep 
Score: -18612000.000000 Penalty: 5892.735840
	Iteration 10Q: 3 clusters Score -1.8612e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 143708 members 
Entering Unmasked Estep 
Score: -18612866.000000 Penalty: 5892.735840
	Iteration 11Q: 3 clusters Score -1.861287e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 143974 members 
Entering Unmasked Estep 
Score: -18613200.000000 Penalty: 5892.735840
	Iteration 12Q: 3 clusters Score -1.86132e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 144065 members 
Entering Unmasked Estep 
Score: -18613332.000000 Penalty: 5892.735840
	Iteration 13Q: 3 clusters Score -1.861333e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 144100 members 
Entering Unmasked Estep 
Score: -18613408.000000 Penalty: 5892.735840
	Iteration 14Q: 3 clusters Score -1.861341e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 144115 members 
Entering Unmasked Estep 
Score: -18613430.000000 Penalty: 5892.735840
	Iteration 15Q: 3 clusters Score -1.861343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 144124 members 
Entering Unmasked Estep 
Score: -18613448.000000 Penalty: 5892.735840
	Iteration 16Q: 3 clusters Score -1.861345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 144129 members 
Entering Unmasked Estep 
Score: -18613458.000000 Penalty: 5892.735840
	Iteration 17Q: 3 clusters Score -1.861346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 144133 members 
Entering Unmasked Estep 
Score: -18613480.000000 Penalty: 5892.735840
	Iteration 18Q: 3 clusters Score -1.861348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 144138 members 
Entering Unmasked Estep 
Score: -18613480.000000 Penalty: 5892.735840
	Iteration 19Q: 3 clusters Score -1.861348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 144143 members 
Entering Unmasked Estep 
Score: -18613482.000000 Penalty: 5892.735840
	Iteration 20F: 3 clusters Score -1.861348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 144144 members 
Entering Unmasked Estep 
Score: -18613494.000000 Penalty: 5892.735840
	Iteration 21Q: 3 clusters Score -1.861349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 144146 members 
Entering Unmasked Estep 
Score: -18613510.000000 Penalty: 5892.735840
	Iteration 22Q: 3 clusters Score -1.861351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 144145 members 
Entering Unmasked Estep 
Score: -18613514.000000 Penalty: 5892.735840
	Iteration 23Q: 3 clusters Score -1.861351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 144145 members 
Entering Unmasked Estep 
Score: -18613514.000000 Penalty: 5892.735840
	Iteration 24Q: 3 clusters Score -1.861351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 144146 members 
Entering Unmasked Estep 
Score: -18613514.000000 Penalty: 5892.735840
	Iteration 25Q: 3 clusters Score -1.861351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 144144 members 
Entering Unmasked Estep 
Score: -18613510.000000 Penalty: 5892.735840
	Iteration 26Q: 3 clusters Score -1.861351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 144144 members 
Entering Unmasked Estep 
Score: -18613514.000000 Penalty: 5892.735840
	Iteration 27Q: 3 clusters Score -1.861351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 144145 members 
Entering Unmasked Estep 
Score: -18613516.000000 Penalty: 5892.735840
	Iteration 28Q: 3 clusters Score -1.861352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 144144 members 
Entering Unmasked Estep 
Score: -18613516.000000 Penalty: 5892.735840
	Iteration 29Q: 3 clusters Score -1.861352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 144143 members 
Entering Unmasked Estep 
Score: -18613518.000000 Penalty: 5892.735840
	Iteration 30Q: 3 clusters Score -1.861352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 144142 members 
Entering Unmasked Estep 
Score: -18613524.000000 Penalty: 5892.735840
	Iteration 31Q: 3 clusters Score -1.861352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 144144 members 
Entering Unmasked Estep 
Score: -18613524.000000 Penalty: 5892.735840
	Iteration 32Q: 3 clusters Score -1.861352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 144144 members 
Entering Unmasked Estep 
Score: -18613524.000000 Penalty: 5892.735840
	Iteration 33Q: 3 clusters Score -1.861352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 144145 members 
Entering Unmasked Estep 
Score: -18613522.000000 Penalty: 5892.735840
	Iteration 34Q: 3 clusters Score -1.861352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 144146 members 
Entering Unmasked Estep 
Score: -18613524.000000 Penalty: 5892.735840
	Iteration 35Q: 3 clusters Score -1.861352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 144149 members 
Entering Unmasked Estep 
Score: -18613532.000000 Penalty: 5892.735840
	Iteration 36Q: 3 clusters Score -1.861353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 144149 members 
Entering Unmasked Estep 
Score: -18613540.000000 Penalty: 5892.735840
	Iteration 37Q: 3 clusters Score -1.861354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 144150 members 
Entering Unmasked Estep 
Score: -18613534.000000 Penalty: 5892.735840
	Iteration 38Q: 3 clusters Score -1.861353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 144150 members 
Entering Unmasked Estep 
Score: -18613534.000000 Penalty: 5892.735840
	Iteration 39F: 3 clusters Score -1.861353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Entering Unmasked Estep 
Score: -850978.500000 Penalty: 2198.071533
	Iteration 0F: 2 clusters Score -850978.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -845165.312500 Penalty: 4396.143066
	Iteration 0F: 3 clusters Score -845165.3 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -846713.875000 Penalty: 4396.143066
	Iteration 1F: 3 clusters Score -846713.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -847011.625000 Penalty: 4396.143066
	Iteration 2F: 3 clusters Score -847011.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -847310.687500 Penalty: 4396.143066
	Iteration 3F: 3 clusters Score -847310.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -847662.687500 Penalty: 4396.143066
	Iteration 4F: 3 clusters Score -847662.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -848073.562500 Penalty: 4396.143066
	Iteration 5F: 3 clusters Score -848073.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -848531.937500 Penalty: 4396.143066
	Iteration 6F: 3 clusters Score -848531.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -848962.750000 Penalty: 4396.143066
	Iteration 7F: 3 clusters Score -848962.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -849264.125000 Penalty: 4396.143066
	Iteration 8F: 3 clusters Score -849264.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -849449.250000 Penalty: 4396.143066
	Iteration 9Q: 3 clusters Score -849449.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -849558.937500 Penalty: 4396.143066
	Iteration 10Q: 3 clusters Score -849558.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -849619.937500 Penalty: 4396.143066
	Iteration 11Q: 3 clusters Score -849619.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -849661.687500 Penalty: 4396.143066
	Iteration 12Q: 3 clusters Score -849661.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -849688.312500 Penalty: 4396.143066
	Iteration 13Q: 3 clusters Score -849688.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -849707.062500 Penalty: 4396.143066
	Iteration 14Q: 3 clusters Score -849707.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -849724.875000 Penalty: 4396.143066
	Iteration 15Q: 3 clusters Score -849724.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -849740.375000 Penalty: 4396.143066
	Iteration 16Q: 3 clusters Score -849740.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -849750.125000 Penalty: 4396.143066
	Iteration 17Q: 3 clusters Score -849750.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -849765.875000 Penalty: 4396.143066
	Iteration 18Q: 3 clusters Score -849765.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -849779.312500 Penalty: 4396.143066
	Iteration 19Q: 3 clusters Score -849779.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -849787.875000 Penalty: 4396.143066
	Iteration 20F: 3 clusters Score -849787.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -849794.812500 Penalty: 4396.143066
	Iteration 21Q: 3 clusters Score -849794.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -849801.000000 Penalty: 4396.143066
	Iteration 22Q: 3 clusters Score -849801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -849803.312500 Penalty: 4396.143066
	Iteration 23Q: 3 clusters Score -849803.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -849807.500000 Penalty: 4396.143066
	Iteration 24Q: 3 clusters Score -849807.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -849810.000000 Penalty: 4396.143066
	Iteration 25Q: 3 clusters Score -849810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -849814.312500 Penalty: 4396.143066
	Iteration 26Q: 3 clusters Score -849814.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -849817.000000 Penalty: 4396.143066
	Iteration 27Q: 3 clusters Score -849817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -849820.875000 Penalty: 4396.143066
	Iteration 28Q: 3 clusters Score -849820.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -849821.937500 Penalty: 4396.143066
	Iteration 29Q: 3 clusters Score -849821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -849824.750000 Penalty: 4396.143066
	Iteration 30Q: 3 clusters Score -849824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -849825.875000 Penalty: 4396.143066
	Iteration 31Q: 3 clusters Score -849825.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -849826.000000 Penalty: 4396.143066
	Iteration 32Q: 3 clusters Score -849826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -849826.437500 Penalty: 4396.143066
	Iteration 33Q: 3 clusters Score -849826.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -849826.437500 Penalty: 4396.143066
	Iteration 34F: 3 clusters Score -849826.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (156555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156555 members 
Entering Unmasked Estep 
Score: -20137280.000000 Penalty: 2966.368408
	Iteration 0F: 2 clusters Score -2.013728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78591 members 
Mstep: Class 2 contains 77964 members 
Entering Unmasked Estep 
Score: -20035002.000000 Penalty: 5932.736816
	Iteration 0F: 3 clusters Score -2.0035e+07 nChanged 74888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -20078592.000000 Penalty: 5932.736816
	Iteration 1F: 3 clusters Score -2.007859e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86841 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -20079798.000000 Penalty: 5932.736816
	Iteration 2Q: 3 clusters Score -2.00798e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91924 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -20081948.000000 Penalty: 5932.736816
	Iteration 3Q: 3 clusters Score -2.008195e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99400 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -20085778.000000 Penalty: 5932.736816
	Iteration 4F: 3 clusters Score -2.008578e+07 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109864 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -20092760.000000 Penalty: 5932.736816
	Iteration 5F: 3 clusters Score -2.009276e+07 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122987 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -20103570.000000 Penalty: 5932.736816
	Iteration 6F: 3 clusters Score -2.010357e+07 nChanged 13619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136586 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -20116724.000000 Penalty: 5932.736816
	Iteration 7F: 3 clusters Score -2.011672e+07 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147155 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -20127292.000000 Penalty: 5932.736816
	Iteration 8F: 3 clusters Score -2.012729e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152936 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -20132516.000000 Penalty: 5932.736816
	Iteration 9Q: 3 clusters Score -2.013252e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155279 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -20133996.000000 Penalty: 5932.736816
	Iteration 10Q: 3 clusters Score -2.0134e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156005 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -20134412.000000 Penalty: 5932.736816
	Iteration 11Q: 3 clusters Score -2.013441e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156195 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -20134546.000000 Penalty: 5932.736816
	Iteration 12Q: 3 clusters Score -2.013455e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156251 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -20134648.000000 Penalty: 5932.736816
	Iteration 13Q: 3 clusters Score -2.013465e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156282 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20134696.000000 Penalty: 5932.736816
	Iteration 14Q: 3 clusters Score -2.01347e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156287 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -20134738.000000 Penalty: 5932.736816
	Iteration 15Q: 3 clusters Score -2.013474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156298 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20134730.000000 Penalty: 5932.736816
	Iteration 16Q: 3 clusters Score -2.013473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156301 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20134736.000000 Penalty: 5932.736816
	Iteration 17Q: 3 clusters Score -2.013474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156304 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -20134730.000000 Penalty: 5932.736816
	Iteration 18Q: 3 clusters Score -2.013473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156307 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20134740.000000 Penalty: 5932.736816
	Iteration 19Q: 3 clusters Score -2.013474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156310 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -20134740.000000 Penalty: 5932.736816
	Iteration 20F: 3 clusters Score -2.013474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156314 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20134750.000000 Penalty: 5932.736816
	Iteration 21Q: 3 clusters Score -2.013475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156317 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20134752.000000 Penalty: 5932.736816
	Iteration 22Q: 3 clusters Score -2.013475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156321 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20134762.000000 Penalty: 5932.736816
	Iteration 23Q: 3 clusters Score -2.013476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156323 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20134756.000000 Penalty: 5932.736816
	Iteration 24Q: 3 clusters Score -2.013476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156325 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20134752.000000 Penalty: 5932.736816
	Iteration 25Q: 3 clusters Score -2.013475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156326 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20134758.000000 Penalty: 5932.736816
	Iteration 26Q: 3 clusters Score -2.013476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156326 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20134758.000000 Penalty: 5932.736816
	Iteration 27F: 3 clusters Score -2.013476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Entering Unmasked Estep 
Score: -1966047.875000 Penalty: 2389.241455
	Iteration 0F: 2 clusters Score -1966048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1955132.750000 Penalty: 4778.482910
	Iteration 0F: 3 clusters Score -1955133 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1958574.750000 Penalty: 4778.482910
	Iteration 1F: 3 clusters Score -1958575 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1958876.000000 Penalty: 4778.482910
	Iteration 2F: 3 clusters Score -1958876 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1959085.250000 Penalty: 4778.482910
	Iteration 3Q: 3 clusters Score -1959085 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1959256.250000 Penalty: 4778.482910
	Iteration 4Q: 3 clusters Score -1959256 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1959434.750000 Penalty: 4778.482910
	Iteration 5Q: 3 clusters Score -1959435 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1959635.250000 Penalty: 4778.482910
	Iteration 6Q: 3 clusters Score -1959635 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1959896.000000 Penalty: 4778.482910
	Iteration 7Q: 3 clusters Score -1959896 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1960241.875000 Penalty: 4778.482910
	Iteration 8Q: 3 clusters Score -1960242 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1960725.500000 Penalty: 4778.482910
	Iteration 9Q: 3 clusters Score -1960726 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1961309.250000 Penalty: 4778.482910
	Iteration 10F: 3 clusters Score -1961309 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1961964.750000 Penalty: 4778.482910
	Iteration 11F: 3 clusters Score -1961965 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1962584.750000 Penalty: 4778.482910
	Iteration 12Q: 3 clusters Score -1962585 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1963097.500000 Penalty: 4778.482910
	Iteration 13Q: 3 clusters Score -1963098 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1963418.000000 Penalty: 4778.482910
	Iteration 14Q: 3 clusters Score -1963418 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1963603.250000 Penalty: 4778.482910
	Iteration 15Q: 3 clusters Score -1963603 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1963710.250000 Penalty: 4778.482910
	Iteration 16Q: 3 clusters Score -1963710 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1963775.625000 Penalty: 4778.482910
	Iteration 17Q: 3 clusters Score -1963776 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1963828.000000 Penalty: 4778.482910
	Iteration 18Q: 3 clusters Score -1963828 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1963872.000000 Penalty: 4778.482910
	Iteration 19Q: 3 clusters Score -1963872 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1963919.125000 Penalty: 4778.482910
	Iteration 20F: 3 clusters Score -1963919 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1963954.250000 Penalty: 4778.482910
	Iteration 21Q: 3 clusters Score -1963954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1963976.875000 Penalty: 4778.482910
	Iteration 22Q: 3 clusters Score -1963977 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1963991.375000 Penalty: 4778.482910
	Iteration 23Q: 3 clusters Score -1963991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1963997.875000 Penalty: 4778.482910
	Iteration 24Q: 3 clusters Score -1963998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1964007.250000 Penalty: 4778.482910
	Iteration 25Q: 3 clusters Score -1964007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1964015.875000 Penalty: 4778.482910
	Iteration 26Q: 3 clusters Score -1964016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1964028.375000 Penalty: 4778.482910
	Iteration 27Q: 3 clusters Score -1964028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1964033.625000 Penalty: 4778.482910
	Iteration 28Q: 3 clusters Score -1964034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1964036.375000 Penalty: 4778.482910
	Iteration 29Q: 3 clusters Score -1964036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1964039.125000 Penalty: 4778.482910
	Iteration 30Q: 3 clusters Score -1964039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1964042.250000 Penalty: 4778.482910
	Iteration 31Q: 3 clusters Score -1964042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1964045.375000 Penalty: 4778.482910
	Iteration 32Q: 3 clusters Score -1964045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1964052.750000 Penalty: 4778.482910
	Iteration 33Q: 3 clusters Score -1964053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1964057.750000 Penalty: 4778.482910
	Iteration 34Q: 3 clusters Score -1964058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1964063.125000 Penalty: 4778.482910
	Iteration 35Q: 3 clusters Score -1964063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1964071.125000 Penalty: 4778.482910
	Iteration 36Q: 3 clusters Score -1964071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1964077.375000 Penalty: 4778.482910
	Iteration 37Q: 3 clusters Score -1964077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1964084.500000 Penalty: 4778.482910
	Iteration 38Q: 3 clusters Score -1964084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1964086.500000 Penalty: 4778.482910
	Iteration 39Q: 3 clusters Score -1964086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1964087.750000 Penalty: 4778.482910
	Iteration 40F: 3 clusters Score -1964088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1964090.750000 Penalty: 4778.482910
	Iteration 41Q: 3 clusters Score -1964091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1964099.000000 Penalty: 4778.482910
	Iteration 42Q: 3 clusters Score -1964099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1964106.875000 Penalty: 4778.482910
	Iteration 43Q: 3 clusters Score -1964107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1964107.875000 Penalty: 4778.482910
	Iteration 44Q: 3 clusters Score -1964108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1964120.625000 Penalty: 4778.482910
	Iteration 45Q: 3 clusters Score -1964121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1964124.625000 Penalty: 4778.482910
	Iteration 46Q: 3 clusters Score -1964125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1964125.375000 Penalty: 4778.482910
	Iteration 47Q: 3 clusters Score -1964125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1964127.500000 Penalty: 4778.482910
	Iteration 48Q: 3 clusters Score -1964128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1964127.625000 Penalty: 4778.482910
	Iteration 49Q: 3 clusters Score -1964128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1964128.875000 Penalty: 4778.482910
	Iteration 50Q: 3 clusters Score -1964129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1964126.125000 Penalty: 4778.482910
	Iteration 51Q: 3 clusters Score -1964126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1964127.625000 Penalty: 4778.482910
	Iteration 52Q: 3 clusters Score -1964128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1964128.750000 Penalty: 4778.482910
	Iteration 53Q: 3 clusters Score -1964129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1964131.875000 Penalty: 4778.482910
	Iteration 54Q: 3 clusters Score -1964132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1964132.000000 Penalty: 4778.482910
	Iteration 55Q: 3 clusters Score -1964132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1964134.000000 Penalty: 4778.482910
	Iteration 56Q: 3 clusters Score -1964134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1964130.625000 Penalty: 4778.482910
	Iteration 57Q: 3 clusters Score -1964131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1964134.875000 Penalty: 4778.482910
	Iteration 58Q: 3 clusters Score -1964135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1964139.250000 Penalty: 4778.482910
	Iteration 59Q: 3 clusters Score -1964139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1964136.875000 Penalty: 4778.482910
	Iteration 60F: 3 clusters Score -1964137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1964135.625000 Penalty: 4778.482910
	Iteration 61Q: 3 clusters Score -1964136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1964134.875000 Penalty: 4778.482910
	Iteration 62Q: 3 clusters Score -1964135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1964135.125000 Penalty: 4778.482910
	Iteration 63Q: 3 clusters Score -1964135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1964135.125000 Penalty: 4778.482910
	Iteration 64F: 3 clusters Score -1964135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -46010.285156 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -46010.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44548.929688 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -44548.93 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44767.351562 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -44767.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44893.960938 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -44893.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44986.558594 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -44986.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45101.628906 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -45101.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45304.796875 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -45304.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45442.097656 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -45442.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45543.859375 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -45543.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45589.503906 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -45589.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45610.054688 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -45610.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45622.695312 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -45622.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45627.628906 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -45627.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45627.628906 Penalty: 3007.637451
	Iteration 12F: 3 clusters Score -45627.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -134149.343750 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -134149.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -132122.890625 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -132122.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -132642.484375 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -132642.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -132864.375000 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -132864.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -133001.015625 Penalty: 3506.235596
	Iteration 3F: 3 clusters Score -133001 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -133116.578125 Penalty: 3506.235596
	Iteration 4Q: 3 clusters Score -133116.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -133232.562500 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -133232.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -133361.328125 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -133361.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -133493.921875 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -133493.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -133573.406250 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -133573.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -133608.703125 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -133608.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -133631.750000 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -133631.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -133647.984375 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -133648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -133651.703125 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -133651.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -133651.703125 Penalty: 3506.235596
	Iteration 13F: 3 clusters Score -133651.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Entering Unmasked Estep 
Score: -1144983.875000 Penalty: 2269.740967
	Iteration 0F: 2 clusters Score -1144984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1137649.500000 Penalty: 4539.481934
	Iteration 0F: 3 clusters Score -1137650 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1139673.500000 Penalty: 4539.481934
	Iteration 1F: 3 clusters Score -1139674 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1139943.375000 Penalty: 4539.481934
	Iteration 2F: 3 clusters Score -1139943 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1140188.875000 Penalty: 4539.481934
	Iteration 3F: 3 clusters Score -1140189 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1140368.000000 Penalty: 4539.481934
	Iteration 4Q: 3 clusters Score -1140368 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1140534.250000 Penalty: 4539.481934
	Iteration 5Q: 3 clusters Score -1140534 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1140733.625000 Penalty: 4539.481934
	Iteration 6Q: 3 clusters Score -1140734 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1140940.500000 Penalty: 4539.481934
	Iteration 7Q: 3 clusters Score -1140940 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1141186.375000 Penalty: 4539.481934
	Iteration 8Q: 3 clusters Score -1141186 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1141497.125000 Penalty: 4539.481934
	Iteration 9Q: 3 clusters Score -1141497 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1141821.875000 Penalty: 4539.481934
	Iteration 10Q: 3 clusters Score -1141822 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1142138.375000 Penalty: 4539.481934
	Iteration 11Q: 3 clusters Score -1142138 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1142437.500000 Penalty: 4539.481934
	Iteration 12Q: 3 clusters Score -1142438 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1142730.375000 Penalty: 4539.481934
	Iteration 13Q: 3 clusters Score -1142730 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1142967.500000 Penalty: 4539.481934
	Iteration 14Q: 3 clusters Score -1142968 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1143120.500000 Penalty: 4539.481934
	Iteration 15Q: 3 clusters Score -1143120 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1143256.000000 Penalty: 4539.481934
	Iteration 16Q: 3 clusters Score -1143256 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1143361.250000 Penalty: 4539.481934
	Iteration 17Q: 3 clusters Score -1143361 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1143439.250000 Penalty: 4539.481934
	Iteration 18Q: 3 clusters Score -1143439 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1143505.875000 Penalty: 4539.481934
	Iteration 19Q: 3 clusters Score -1143506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1143567.750000 Penalty: 4539.481934
	Iteration 20F: 3 clusters Score -1143568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1143602.250000 Penalty: 4539.481934
	Iteration 21Q: 3 clusters Score -1143602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1143628.250000 Penalty: 4539.481934
	Iteration 22Q: 3 clusters Score -1143628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1143647.875000 Penalty: 4539.481934
	Iteration 23Q: 3 clusters Score -1143648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1143669.375000 Penalty: 4539.481934
	Iteration 24Q: 3 clusters Score -1143669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1143687.250000 Penalty: 4539.481934
	Iteration 25Q: 3 clusters Score -1143687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1143703.750000 Penalty: 4539.481934
	Iteration 26Q: 3 clusters Score -1143704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1143711.375000 Penalty: 4539.481934
	Iteration 27Q: 3 clusters Score -1143711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1143720.000000 Penalty: 4539.481934
	Iteration 28Q: 3 clusters Score -1143720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1143729.875000 Penalty: 4539.481934
	Iteration 29Q: 3 clusters Score -1143730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1143734.625000 Penalty: 4539.481934
	Iteration 30Q: 3 clusters Score -1143735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1143739.375000 Penalty: 4539.481934
	Iteration 31Q: 3 clusters Score -1143739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1143743.875000 Penalty: 4539.481934
	Iteration 32Q: 3 clusters Score -1143744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1143744.750000 Penalty: 4539.481934
	Iteration 33Q: 3 clusters Score -1143745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1143745.375000 Penalty: 4539.481934
	Iteration 34Q: 3 clusters Score -1143745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1143745.375000 Penalty: 4539.481934
	Iteration 35F: 3 clusters Score -1143745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (147678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147678 members 
Entering Unmasked Estep 
Score: -18934416.000000 Penalty: 2951.891602
	Iteration 0F: 2 clusters Score -1.893442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 74074 members 
Entering Unmasked Estep 
Score: -18839370.000000 Penalty: 5903.783203
	Iteration 0F: 3 clusters Score -1.883937e+07 nChanged 70549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70863 members 
Mstep: Class 2 contains 76815 members 
Entering Unmasked Estep 
Score: -18879766.000000 Penalty: 5903.783203
	Iteration 1F: 3 clusters Score -1.887977e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -18880534.000000 Penalty: 5903.783203
	Iteration 2Q: 3 clusters Score -1.888053e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 81347 members 
Entering Unmasked Estep 
Score: -18881806.000000 Penalty: 5903.783203
	Iteration 3Q: 3 clusters Score -1.888181e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62063 members 
Mstep: Class 2 contains 85615 members 
Entering Unmasked Estep 
Score: -18883666.000000 Penalty: 5903.783203
	Iteration 4Q: 3 clusters Score -1.888367e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 91901 members 
Entering Unmasked Estep 
Score: -18886680.000000 Penalty: 5903.783203
	Iteration 5Q: 3 clusters Score -1.888668e+07 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 100722 members 
Entering Unmasked Estep 
Score: -18892112.000000 Penalty: 5903.783203
	Iteration 6F: 3 clusters Score -1.889211e+07 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 112144 members 
Entering Unmasked Estep 
Score: -18900472.000000 Penalty: 5903.783203
	Iteration 7F: 3 clusters Score -1.890047e+07 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 124643 members 
Entering Unmasked Estep 
Score: -18910818.000000 Penalty: 5903.783203
	Iteration 8F: 3 clusters Score -1.891082e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 135270 members 
Entering Unmasked Estep 
Score: -18920678.000000 Penalty: 5903.783203
	Iteration 9F: 3 clusters Score -1.892068e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 141948 members 
Entering Unmasked Estep 
Score: -18926996.000000 Penalty: 5903.783203
	Iteration 10Q: 3 clusters Score -1.8927e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 145235 members 
Entering Unmasked Estep 
Score: -18929652.000000 Penalty: 5903.783203
	Iteration 11Q: 3 clusters Score -1.892965e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 146504 members 
Entering Unmasked Estep 
Score: -18930900.000000 Penalty: 5903.783203
	Iteration 12Q: 3 clusters Score -1.89309e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 146979 members 
Entering Unmasked Estep 
Score: -18931354.000000 Penalty: 5903.783203
	Iteration 13Q: 3 clusters Score -1.893135e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 147170 members 
Entering Unmasked Estep 
Score: -18931544.000000 Penalty: 5903.783203
	Iteration 14Q: 3 clusters Score -1.893154e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 147241 members 
Entering Unmasked Estep 
Score: -18931652.000000 Penalty: 5903.783203
	Iteration 15Q: 3 clusters Score -1.893165e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 147281 members 
Entering Unmasked Estep 
Score: -18931712.000000 Penalty: 5903.783203
	Iteration 16Q: 3 clusters Score -1.893171e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 147308 members 
Entering Unmasked Estep 
Score: -18931712.000000 Penalty: 5903.783203
	Iteration 17Q: 3 clusters Score -1.893171e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 147321 members 
Entering Unmasked Estep 
Score: -18931746.000000 Penalty: 5903.783203
	Iteration 18Q: 3 clusters Score -1.893175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 147333 members 
Entering Unmasked Estep 
Score: -18931760.000000 Penalty: 5903.783203
	Iteration 19Q: 3 clusters Score -1.893176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 147339 members 
Entering Unmasked Estep 
Score: -18931784.000000 Penalty: 5903.783203
	Iteration 20F: 3 clusters Score -1.893178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 147344 members 
Entering Unmasked Estep 
Score: -18931792.000000 Penalty: 5903.783203
	Iteration 21Q: 3 clusters Score -1.893179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 147350 members 
Entering Unmasked Estep 
Score: -18931786.000000 Penalty: 5903.783203
	Iteration 22Q: 3 clusters Score -1.893179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 147353 members 
Entering Unmasked Estep 
Score: -18931784.000000 Penalty: 5903.783203
	Iteration 23Q: 3 clusters Score -1.893178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 147352 members 
Entering Unmasked Estep 
Score: -18931786.000000 Penalty: 5903.783203
	Iteration 24Q: 3 clusters Score -1.893179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 147352 members 
Entering Unmasked Estep 
Score: -18931786.000000 Penalty: 5903.783203
	Iteration 25F: 3 clusters Score -1.893179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Entering Unmasked Estep 
Score: -9008635.000000 Penalty: 2767.814209
	Iteration 0F: 2 clusters Score -9008635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -8961340.000000 Penalty: 5535.628418
	Iteration 0F: 3 clusters Score -8961340 nChanged 33036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -8980024.000000 Penalty: 5535.628418
	Iteration 1F: 3 clusters Score -8980024 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -8980972.000000 Penalty: 5535.628418
	Iteration 2Q: 3 clusters Score -8980972 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -8982336.000000 Penalty: 5535.628418
	Iteration 3Q: 3 clusters Score -8982336 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -8984505.000000 Penalty: 5535.628418
	Iteration 4F: 3 clusters Score -8984505 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -8987678.000000 Penalty: 5535.628418
	Iteration 5F: 3 clusters Score -8987678 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -8992142.000000 Penalty: 5535.628418
	Iteration 6F: 3 clusters Score -8992142 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -8997225.000000 Penalty: 5535.628418
	Iteration 7F: 3 clusters Score -8997225 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -9001199.000000 Penalty: 5535.628418
	Iteration 8F: 3 clusters Score -9001199 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -9003410.000000 Penalty: 5535.628418
	Iteration 9Q: 3 clusters Score -9003410 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -9004180.000000 Penalty: 5535.628418
	Iteration 10Q: 3 clusters Score -9004180 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62148 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -9004548.000000 Penalty: 5535.628418
	Iteration 11Q: 3 clusters Score -9004548 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62744 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -9004763.000000 Penalty: 5535.628418
	Iteration 12Q: 3 clusters Score -9004763 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -9004907.000000 Penalty: 5535.628418
	Iteration 13Q: 3 clusters Score -9004907 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63751 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -9005099.000000 Penalty: 5535.628418
	Iteration 14Q: 3 clusters Score -9005099 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -9005201.000000 Penalty: 5535.628418
	Iteration 15Q: 3 clusters Score -9005201 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64619 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -9005370.000000 Penalty: 5535.628418
	Iteration 16Q: 3 clusters Score -9005370 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -9005507.000000 Penalty: 5535.628418
	Iteration 17Q: 3 clusters Score -9005507 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -9005600.000000 Penalty: 5535.628418
	Iteration 18Q: 3 clusters Score -9005600 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65704 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -9005707.000000 Penalty: 5535.628418
	Iteration 19Q: 3 clusters Score -9005707 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66011 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -9005818.000000 Penalty: 5535.628418
	Iteration 20F: 3 clusters Score -9005818 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66285 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -9005884.000000 Penalty: 5535.628418
	Iteration 21Q: 3 clusters Score -9005884 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -9005945.000000 Penalty: 5535.628418
	Iteration 22Q: 3 clusters Score -9005945 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -9006055.000000 Penalty: 5535.628418
	Iteration 23Q: 3 clusters Score -9006055 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67014 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -9006148.000000 Penalty: 5535.628418
	Iteration 24Q: 3 clusters Score -9006148 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -9006210.000000 Penalty: 5535.628418
	Iteration 25Q: 3 clusters Score -9006210 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -9006271.000000 Penalty: 5535.628418
	Iteration 26Q: 3 clusters Score -9006271 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -9006296.000000 Penalty: 5535.628418
	Iteration 27Q: 3 clusters Score -9006296 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -9006353.000000 Penalty: 5535.628418
	Iteration 28Q: 3 clusters Score -9006353 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67879 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -9006389.000000 Penalty: 5535.628418
	Iteration 29Q: 3 clusters Score -9006389 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67998 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -9006429.000000 Penalty: 5535.628418
	Iteration 30Q: 3 clusters Score -9006429 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -9006451.000000 Penalty: 5535.628418
	Iteration 31Q: 3 clusters Score -9006451 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68209 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -9006491.000000 Penalty: 5535.628418
	Iteration 32Q: 3 clusters Score -9006491 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9006511.000000 Penalty: 5535.628418
	Iteration 33Q: 3 clusters Score -9006511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -9006532.000000 Penalty: 5535.628418
	Iteration 34Q: 3 clusters Score -9006532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -9006540.000000 Penalty: 5535.628418
	Iteration 35Q: 3 clusters Score -9006540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68423 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -9006552.000000 Penalty: 5535.628418
	Iteration 36Q: 3 clusters Score -9006552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -9006555.000000 Penalty: 5535.628418
	Iteration 37Q: 3 clusters Score -9006555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -9006578.000000 Penalty: 5535.628418
	Iteration 38Q: 3 clusters Score -9006578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -9006568.000000 Penalty: 5535.628418
	Iteration 39Q: 3 clusters Score -9006568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68522 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -9006566.000000 Penalty: 5535.628418
	Iteration 40F: 3 clusters Score -9006566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9006573.000000 Penalty: 5535.628418
	Iteration 41Q: 3 clusters Score -9006573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68555 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -9006581.000000 Penalty: 5535.628418
	Iteration 42Q: 3 clusters Score -9006581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9006578.000000 Penalty: 5535.628418
	Iteration 43Q: 3 clusters Score -9006578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9006570.000000 Penalty: 5535.628418
	Iteration 44Q: 3 clusters Score -9006570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -9006574.000000 Penalty: 5535.628418
	Iteration 45Q: 3 clusters Score -9006574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -9006572.000000 Penalty: 5535.628418
	Iteration 46Q: 3 clusters Score -9006572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -9006573.000000 Penalty: 5535.628418
	Iteration 47Q: 3 clusters Score -9006573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -9006571.000000 Penalty: 5535.628418
	Iteration 48Q: 3 clusters Score -9006571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68619 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -9006572.000000 Penalty: 5535.628418
	Iteration 49Q: 3 clusters Score -9006572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9006567.000000 Penalty: 5535.628418
	Iteration 50Q: 3 clusters Score -9006567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -9006563.000000 Penalty: 5535.628418
	Iteration 51Q: 3 clusters Score -9006563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9006566.000000 Penalty: 5535.628418
	Iteration 52Q: 3 clusters Score -9006566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9006566.000000 Penalty: 5535.628418
	Iteration 53F: 3 clusters Score -9006566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Entering Unmasked Estep 
Score: -8497914.000000 Penalty: 2761.841064
	Iteration 0F: 2 clusters Score -8497914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -8452056.000000 Penalty: 5523.682129
	Iteration 0F: 3 clusters Score -8452056 nChanged 31972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -8469901.000000 Penalty: 5523.682129
	Iteration 1F: 3 clusters Score -8469901 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -8470583.000000 Penalty: 5523.682129
	Iteration 2Q: 3 clusters Score -8470583 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -8471505.000000 Penalty: 5523.682129
	Iteration 3Q: 3 clusters Score -8471505 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -8472614.000000 Penalty: 5523.682129
	Iteration 4Q: 3 clusters Score -8472614 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -8474308.000000 Penalty: 5523.682129
	Iteration 5F: 3 clusters Score -8474308 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -8476866.000000 Penalty: 5523.682129
	Iteration 6F: 3 clusters Score -8476866 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -8480576.000000 Penalty: 5523.682129
	Iteration 7F: 3 clusters Score -8480576 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -8485237.000000 Penalty: 5523.682129
	Iteration 8F: 3 clusters Score -8485237 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -8489768.000000 Penalty: 5523.682129
	Iteration 9F: 3 clusters Score -8489768 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 65216 members 
Entering Unmasked Estep 
Score: -8492824.000000 Penalty: 5523.682129
	Iteration 10Q: 3 clusters Score -8492824 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -8494330.000000 Penalty: 5523.682129
	Iteration 11Q: 3 clusters Score -8494330 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -8494975.000000 Penalty: 5523.682129
	Iteration 12Q: 3 clusters Score -8494975 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -8495208.000000 Penalty: 5523.682129
	Iteration 13Q: 3 clusters Score -8495208 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 68060 members 
Entering Unmasked Estep 
Score: -8495318.000000 Penalty: 5523.682129
	Iteration 14Q: 3 clusters Score -8495318 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -8495403.000000 Penalty: 5523.682129
	Iteration 15Q: 3 clusters Score -8495403 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -8495463.000000 Penalty: 5523.682129
	Iteration 16Q: 3 clusters Score -8495463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -8495480.000000 Penalty: 5523.682129
	Iteration 17Q: 3 clusters Score -8495480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 68208 members 
Entering Unmasked Estep 
Score: -8495522.000000 Penalty: 5523.682129
	Iteration 18Q: 3 clusters Score -8495522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 68218 members 
Entering Unmasked Estep 
Score: -8495532.000000 Penalty: 5523.682129
	Iteration 19Q: 3 clusters Score -8495532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -8495555.000000 Penalty: 5523.682129
	Iteration 20F: 3 clusters Score -8495555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -8495564.000000 Penalty: 5523.682129
	Iteration 21Q: 3 clusters Score -8495564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 68233 members 
Entering Unmasked Estep 
Score: -8495584.000000 Penalty: 5523.682129
	Iteration 22Q: 3 clusters Score -8495584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 68238 members 
Entering Unmasked Estep 
Score: -8495587.000000 Penalty: 5523.682129
	Iteration 23Q: 3 clusters Score -8495587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
Score: -8495593.000000 Penalty: 5523.682129
	Iteration 24Q: 3 clusters Score -8495593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 68241 members 
Entering Unmasked Estep 
Score: -8495590.000000 Penalty: 5523.682129
	Iteration 25Q: 3 clusters Score -8495590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 68241 members 
Entering Unmasked Estep 
Score: -8495592.000000 Penalty: 5523.682129
	Iteration 26Q: 3 clusters Score -8495592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
Score: -8495591.000000 Penalty: 5523.682129
	Iteration 27Q: 3 clusters Score -8495591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
Score: -8495591.000000 Penalty: 5523.682129
	Iteration 28F: 3 clusters Score -8495591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78139 members 
Entering Unmasked Estep 
Score: -9899794.000000 Penalty: 2794.028809
	Iteration 0F: 2 clusters Score -9899794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -9847836.000000 Penalty: 5588.057617
	Iteration 0F: 3 clusters Score -9847836 nChanged 36458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -9868190.000000 Penalty: 5588.057617
	Iteration 1F: 3 clusters Score -9868190 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -9868772.000000 Penalty: 5588.057617
	Iteration 2Q: 3 clusters Score -9868772 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -9869342.000000 Penalty: 5588.057617
	Iteration 3Q: 3 clusters Score -9869342 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -9869943.000000 Penalty: 5588.057617
	Iteration 4Q: 3 clusters Score -9869943 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -9870704.000000 Penalty: 5588.057617
	Iteration 5Q: 3 clusters Score -9870704 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -9871798.000000 Penalty: 5588.057617
	Iteration 6Q: 3 clusters Score -9871798 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -9873819.000000 Penalty: 5588.057617
	Iteration 7Q: 3 clusters Score -9873819 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -9877100.000000 Penalty: 5588.057617
	Iteration 8F: 3 clusters Score -9877100 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -9882273.000000 Penalty: 5588.057617
	Iteration 9F: 3 clusters Score -9882273 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -9888174.000000 Penalty: 5588.057617
	Iteration 10F: 3 clusters Score -9888174 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -9893030.000000 Penalty: 5588.057617
	Iteration 11F: 3 clusters Score -9893030 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -9895570.000000 Penalty: 5588.057617
	Iteration 12Q: 3 clusters Score -9895570 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77130 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9896590.000000 Penalty: 5588.057617
	Iteration 13Q: 3 clusters Score -9896590 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9896917.000000 Penalty: 5588.057617
	Iteration 14Q: 3 clusters Score -9896917 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77713 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9897064.000000 Penalty: 5588.057617
	Iteration 15Q: 3 clusters Score -9897064 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9897137.000000 Penalty: 5588.057617
	Iteration 16Q: 3 clusters Score -9897137 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77805 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9897173.000000 Penalty: 5588.057617
	Iteration 17Q: 3 clusters Score -9897173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9897213.000000 Penalty: 5588.057617
	Iteration 18Q: 3 clusters Score -9897213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9897236.000000 Penalty: 5588.057617
	Iteration 19Q: 3 clusters Score -9897236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77856 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9897244.000000 Penalty: 5588.057617
	Iteration 20F: 3 clusters Score -9897244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9897264.000000 Penalty: 5588.057617
	Iteration 21Q: 3 clusters Score -9897264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9897275.000000 Penalty: 5588.057617
	Iteration 22Q: 3 clusters Score -9897275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9897283.000000 Penalty: 5588.057617
	Iteration 23Q: 3 clusters Score -9897283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9897283.000000 Penalty: 5588.057617
	Iteration 24Q: 3 clusters Score -9897283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9897285.000000 Penalty: 5588.057617
	Iteration 25Q: 3 clusters Score -9897285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77873 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9897286.000000 Penalty: 5588.057617
	Iteration 26Q: 3 clusters Score -9897286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77876 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9897292.000000 Penalty: 5588.057617
	Iteration 27Q: 3 clusters Score -9897292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77878 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9897299.000000 Penalty: 5588.057617
	Iteration 28Q: 3 clusters Score -9897299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77876 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9897303.000000 Penalty: 5588.057617
	Iteration 29Q: 3 clusters Score -9897303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77878 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9897310.000000 Penalty: 5588.057617
	Iteration 30Q: 3 clusters Score -9897310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77880 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9897317.000000 Penalty: 5588.057617
	Iteration 31Q: 3 clusters Score -9897317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9897324.000000 Penalty: 5588.057617
	Iteration 32Q: 3 clusters Score -9897324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77884 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9897330.000000 Penalty: 5588.057617
	Iteration 33Q: 3 clusters Score -9897330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77885 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9897332.000000 Penalty: 5588.057617
	Iteration 34Q: 3 clusters Score -9897332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77884 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9897338.000000 Penalty: 5588.057617
	Iteration 35Q: 3 clusters Score -9897338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77884 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9897338.000000 Penalty: 5588.057617
	Iteration 36Q: 3 clusters Score -9897338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77885 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9897341.000000 Penalty: 5588.057617
	Iteration 37Q: 3 clusters Score -9897341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77888 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9897350.000000 Penalty: 5588.057617
	Iteration 38Q: 3 clusters Score -9897350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77892 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9897360.000000 Penalty: 5588.057617
	Iteration 39Q: 3 clusters Score -9897360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9897365.000000 Penalty: 5588.057617
	Iteration 40F: 3 clusters Score -9897365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77898 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9897370.000000 Penalty: 5588.057617
	Iteration 41Q: 3 clusters Score -9897370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9897373.000000 Penalty: 5588.057617
	Iteration 42Q: 3 clusters Score -9897373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9897379.000000 Penalty: 5588.057617
	Iteration 43Q: 3 clusters Score -9897379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9897379.000000 Penalty: 5588.057617
	Iteration 44F: 3 clusters Score -9897379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -63143.687500 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -63143.69 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 284 members 
Entering Unmasked Estep 
Score: -61540.207031 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -61540.21 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61788.640625 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -61788.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61849.019531 Penalty: 3143.065674
	Iteration 2Q: 3 clusters Score -61849.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61908.816406 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -61908.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61988.621094 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -61988.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62038.207031 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -62038.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62067.191406 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -62067.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62095.667969 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -62095.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62134.238281 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -62134.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62175.402344 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -62175.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62233.371094 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -62233.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62279.546875 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -62279.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62331.449219 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -62331.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62393.558594 Penalty: 3143.065674
	Iteration 13Q: 3 clusters Score -62393.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62429.253906 Penalty: 3143.065674
	Iteration 14Q: 3 clusters Score -62429.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62460.796875 Penalty: 3143.065674
	Iteration 15Q: 3 clusters Score -62460.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -62476.308594 Penalty: 3143.065674
	Iteration 16Q: 3 clusters Score -62476.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62480.437500 Penalty: 3143.065674
	Iteration 17Q: 3 clusters Score -62480.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62487.089844 Penalty: 3143.065674
	Iteration 18Q: 3 clusters Score -62487.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62502.503906 Penalty: 3143.065674
	Iteration 19Q: 3 clusters Score -62502.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62530.378906 Penalty: 3143.065674
	Iteration 20F: 3 clusters Score -62530.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62570.062500 Penalty: 3143.065674
	Iteration 21Q: 3 clusters Score -62570.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62637.351562 Penalty: 3143.065674
	Iteration 22Q: 3 clusters Score -62637.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62753.789062 Penalty: 3143.065674
	Iteration 23Q: 3 clusters Score -62753.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62804.835938 Penalty: 3143.065674
	Iteration 24Q: 3 clusters Score -62804.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62809.351562 Penalty: 3143.065674
	Iteration 25Q: 3 clusters Score -62809.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62814.210938 Penalty: 3143.065674
	Iteration 26Q: 3 clusters Score -62814.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62835.761719 Penalty: 3143.065674
	Iteration 27Q: 3 clusters Score -62835.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62848.761719 Penalty: 3143.065674
	Iteration 28Q: 3 clusters Score -62848.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62855.414062 Penalty: 3143.065674
	Iteration 29Q: 3 clusters Score -62855.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62859.753906 Penalty: 3143.065674
	Iteration 30Q: 3 clusters Score -62859.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62865.976562 Penalty: 3143.065674
	Iteration 31Q: 3 clusters Score -62865.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62865.976562 Penalty: 3143.065674
	Iteration 32F: 3 clusters Score -62865.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -41980.550781 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -41980.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40571.195312 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -40571.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40851.285156 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -40851.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40994.972656 Penalty: 3015.646973
	Iteration 2F: 3 clusters Score -40994.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41120.320312 Penalty: 3015.646973
	Iteration 3F: 3 clusters Score -41120.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41213.667969 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -41213.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41324.292969 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -41324.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41393.718750 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -41393.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41403.519531 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -41403.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41429.675781 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -41429.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41456.160156 Penalty: 3015.646973
	Iteration 9Q: 3 clusters Score -41456.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41478.109375 Penalty: 3015.646973
	Iteration 10Q: 3 clusters Score -41478.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41482.128906 Penalty: 3015.646973
	Iteration 11Q: 3 clusters Score -41482.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41482.128906 Penalty: 3015.646973
	Iteration 12F: 3 clusters Score -41482.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (147381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147381 members 
Entering Unmasked Estep 
Score: -18731556.000000 Penalty: 2951.392334
	Iteration 0F: 2 clusters Score -1.873156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 73721 members 
Entering Unmasked Estep 
Score: -18633412.000000 Penalty: 5902.784668
	Iteration 0F: 3 clusters Score -1.863341e+07 nChanged 70472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -18674334.000000 Penalty: 5902.784668
	Iteration 1F: 3 clusters Score -1.867433e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -18674850.000000 Penalty: 5902.784668
	Iteration 2Q: 3 clusters Score -1.867485e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71893 members 
Mstep: Class 2 contains 75488 members 
Entering Unmasked Estep 
Score: -18675748.000000 Penalty: 5902.784668
	Iteration 3Q: 3 clusters Score -1.867575e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70559 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -18677150.000000 Penalty: 5902.784668
	Iteration 4Q: 3 clusters Score -1.867715e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -18679614.000000 Penalty: 5902.784668
	Iteration 5Q: 3 clusters Score -1.867961e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64708 members 
Mstep: Class 2 contains 82673 members 
Entering Unmasked Estep 
Score: -18683832.000000 Penalty: 5902.784668
	Iteration 6F: 3 clusters Score -1.868383e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 88216 members 
Entering Unmasked Estep 
Score: -18691140.000000 Penalty: 5902.784668
	Iteration 7F: 3 clusters Score -1.869114e+07 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 95211 members 
Entering Unmasked Estep 
Score: -18700716.000000 Penalty: 5902.784668
	Iteration 8F: 3 clusters Score -1.870072e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 102056 members 
Entering Unmasked Estep 
Score: -18711392.000000 Penalty: 5902.784668
	Iteration 9F: 3 clusters Score -1.871139e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 107049 members 
Entering Unmasked Estep 
Score: -18718552.000000 Penalty: 5902.784668
	Iteration 10F: 3 clusters Score -1.871855e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 110517 members 
Entering Unmasked Estep 
Score: -18721858.000000 Penalty: 5902.784668
	Iteration 11Q: 3 clusters Score -1.872186e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 113476 members 
Entering Unmasked Estep 
Score: -18723682.000000 Penalty: 5902.784668
	Iteration 12Q: 3 clusters Score -1.872368e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 116206 members 
Entering Unmasked Estep 
Score: -18725294.000000 Penalty: 5902.784668
	Iteration 13Q: 3 clusters Score -1.872529e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 118672 members 
Entering Unmasked Estep 
Score: -18726230.000000 Penalty: 5902.784668
	Iteration 14Q: 3 clusters Score -1.872623e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 120872 members 
Entering Unmasked Estep 
Score: -18727136.000000 Penalty: 5902.784668
	Iteration 15Q: 3 clusters Score -1.872714e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 122820 members 
Entering Unmasked Estep 
Score: -18727832.000000 Penalty: 5902.784668
	Iteration 16Q: 3 clusters Score -1.872783e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 124619 members 
Entering Unmasked Estep 
Score: -18728464.000000 Penalty: 5902.784668
	Iteration 17Q: 3 clusters Score -1.872846e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 126172 members 
Entering Unmasked Estep 
Score: -18728910.000000 Penalty: 5902.784668
	Iteration 18Q: 3 clusters Score -1.872891e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 127529 members 
Entering Unmasked Estep 
Score: -18729274.000000 Penalty: 5902.784668
	Iteration 19Q: 3 clusters Score -1.872927e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 128759 members 
Entering Unmasked Estep 
Score: -18729558.000000 Penalty: 5902.784668
	Iteration 20F: 3 clusters Score -1.872956e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 129897 members 
Entering Unmasked Estep 
Score: -18729786.000000 Penalty: 5902.784668
	Iteration 21Q: 3 clusters Score -1.872979e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 130979 members 
Entering Unmasked Estep 
Score: -18730038.000000 Penalty: 5902.784668
	Iteration 22Q: 3 clusters Score -1.873004e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 131918 members 
Entering Unmasked Estep 
Score: -18730076.000000 Penalty: 5902.784668
	Iteration 23Q: 3 clusters Score -1.873008e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 132761 members 
Entering Unmasked Estep 
Score: -18730244.000000 Penalty: 5902.784668
	Iteration 24Q: 3 clusters Score -1.873024e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 133534 members 
Entering Unmasked Estep 
Score: -18730506.000000 Penalty: 5902.784668
	Iteration 25Q: 3 clusters Score -1.873051e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 134256 members 
Entering Unmasked Estep 
Score: -18730566.000000 Penalty: 5902.784668
	Iteration 26Q: 3 clusters Score -1.873057e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 134911 members 
Entering Unmasked Estep 
Score: -18730676.000000 Penalty: 5902.784668
	Iteration 27Q: 3 clusters Score -1.873068e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 135535 members 
Entering Unmasked Estep 
Score: -18730774.000000 Penalty: 5902.784668
	Iteration 28Q: 3 clusters Score -1.873077e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 136098 members 
Entering Unmasked Estep 
Score: -18730816.000000 Penalty: 5902.784668
	Iteration 29Q: 3 clusters Score -1.873082e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 136591 members 
Entering Unmasked Estep 
Score: -18730940.000000 Penalty: 5902.784668
	Iteration 30Q: 3 clusters Score -1.873094e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 137055 members 
Entering Unmasked Estep 
Score: -18730998.000000 Penalty: 5902.784668
	Iteration 31Q: 3 clusters Score -1.8731e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 137448 members 
Entering Unmasked Estep 
Score: -18731032.000000 Penalty: 5902.784668
	Iteration 32Q: 3 clusters Score -1.873103e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 137799 members 
Entering Unmasked Estep 
Score: -18731110.000000 Penalty: 5902.784668
	Iteration 33Q: 3 clusters Score -1.873111e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 138083 members 
Entering Unmasked Estep 
Score: -18731150.000000 Penalty: 5902.784668
	Iteration 34Q: 3 clusters Score -1.873115e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 138359 members 
Entering Unmasked Estep 
Score: -18731164.000000 Penalty: 5902.784668
	Iteration 35Q: 3 clusters Score -1.873116e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 138608 members 
Entering Unmasked Estep 
Score: -18731200.000000 Penalty: 5902.784668
	Iteration 36Q: 3 clusters Score -1.87312e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 138826 members 
Entering Unmasked Estep 
Score: -18731270.000000 Penalty: 5902.784668
	Iteration 37Q: 3 clusters Score -1.873127e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 139033 members 
Entering Unmasked Estep 
Score: -18731310.000000 Penalty: 5902.784668
	Iteration 38Q: 3 clusters Score -1.873131e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 139221 members 
Entering Unmasked Estep 
Score: -18731348.000000 Penalty: 5902.784668
	Iteration 39Q: 3 clusters Score -1.873135e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 139378 members 
Entering Unmasked Estep 
Score: -18731342.000000 Penalty: 5902.784668
	Iteration 40F: 3 clusters Score -1.873134e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 139520 members 
Entering Unmasked Estep 
Score: -18731348.000000 Penalty: 5902.784668
	Iteration 41Q: 3 clusters Score -1.873135e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 139651 members 
Entering Unmasked Estep 
Score: -18731364.000000 Penalty: 5902.784668
	Iteration 42Q: 3 clusters Score -1.873136e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 139765 members 
Entering Unmasked Estep 
Score: -18731338.000000 Penalty: 5902.784668
	Iteration 43Q: 3 clusters Score -1.873134e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 139876 members 
Entering Unmasked Estep 
Score: -18731380.000000 Penalty: 5902.784668
	Iteration 44Q: 3 clusters Score -1.873138e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 139956 members 
Entering Unmasked Estep 
Score: -18731378.000000 Penalty: 5902.784668
	Iteration 45Q: 3 clusters Score -1.873138e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 140026 members 
Entering Unmasked Estep 
Score: -18731414.000000 Penalty: 5902.784668
	Iteration 46Q: 3 clusters Score -1.873141e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 140111 members 
Entering Unmasked Estep 
Score: -18731430.000000 Penalty: 5902.784668
	Iteration 47Q: 3 clusters Score -1.873143e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 140185 members 
Entering Unmasked Estep 
Score: -18731432.000000 Penalty: 5902.784668
	Iteration 48Q: 3 clusters Score -1.873143e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 140253 members 
Entering Unmasked Estep 
Score: -18731428.000000 Penalty: 5902.784668
	Iteration 49Q: 3 clusters Score -1.873143e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 140307 members 
Entering Unmasked Estep 
Score: -18731418.000000 Penalty: 5902.784668
	Iteration 50Q: 3 clusters Score -1.873142e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 140373 members 
Entering Unmasked Estep 
Score: -18731390.000000 Penalty: 5902.784668
	Iteration 51Q: 3 clusters Score -1.873139e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 140461 members 
Entering Unmasked Estep 
Score: -18731384.000000 Penalty: 5902.784668
	Iteration 52Q: 3 clusters Score -1.873138e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 140532 members 
Entering Unmasked Estep 
Score: -18731428.000000 Penalty: 5902.784668
	Iteration 53Q: 3 clusters Score -1.873143e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 140599 members 
Entering Unmasked Estep 
Score: -18731454.000000 Penalty: 5902.784668
	Iteration 54Q: 3 clusters Score -1.873145e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 140669 members 
Entering Unmasked Estep 
Score: -18731448.000000 Penalty: 5902.784668
	Iteration 55Q: 3 clusters Score -1.873145e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 140732 members 
Entering Unmasked Estep 
Score: -18731434.000000 Penalty: 5902.784668
	Iteration 56Q: 3 clusters Score -1.873143e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 140783 members 
Entering Unmasked Estep 
Score: -18731472.000000 Penalty: 5902.784668
	Iteration 57Q: 3 clusters Score -1.873147e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 140829 members 
Entering Unmasked Estep 
Score: -18731478.000000 Penalty: 5902.784668
	Iteration 58Q: 3 clusters Score -1.873148e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 140873 members 
Entering Unmasked Estep 
Score: -18731484.000000 Penalty: 5902.784668
	Iteration 59Q: 3 clusters Score -1.873148e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 140911 members 
Entering Unmasked Estep 
Score: -18731472.000000 Penalty: 5902.784668
	Iteration 60F: 3 clusters Score -1.873147e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 140939 members 
Entering Unmasked Estep 
Score: -18731496.000000 Penalty: 5902.784668
	Iteration 61Q: 3 clusters Score -1.87315e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 140965 members 
Entering Unmasked Estep 
Score: -18731466.000000 Penalty: 5902.784668
	Iteration 62Q: 3 clusters Score -1.873147e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 140994 members 
Entering Unmasked Estep 
Score: -18731472.000000 Penalty: 5902.784668
	Iteration 63Q: 3 clusters Score -1.873147e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 141016 members 
Entering Unmasked Estep 
Score: -18731480.000000 Penalty: 5902.784668
	Iteration 64Q: 3 clusters Score -1.873148e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 141037 members 
Entering Unmasked Estep 
Score: -18731488.000000 Penalty: 5902.784668
	Iteration 65Q: 3 clusters Score -1.873149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 141051 members 
Entering Unmasked Estep 
Score: -18731490.000000 Penalty: 5902.784668
	Iteration 66Q: 3 clusters Score -1.873149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 141065 members 
Entering Unmasked Estep 
Score: -18731508.000000 Penalty: 5902.784668
	Iteration 67Q: 3 clusters Score -1.873151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 141073 members 
Entering Unmasked Estep 
Score: -18731492.000000 Penalty: 5902.784668
	Iteration 68Q: 3 clusters Score -1.873149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 141080 members 
Entering Unmasked Estep 
Score: -18731504.000000 Penalty: 5902.784668
	Iteration 69Q: 3 clusters Score -1.87315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 141085 members 
Entering Unmasked Estep 
Score: -18731508.000000 Penalty: 5902.784668
	Iteration 70Q: 3 clusters Score -1.873151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 141089 members 
Entering Unmasked Estep 
Score: -18731510.000000 Penalty: 5902.784668
	Iteration 71Q: 3 clusters Score -1.873151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 141091 members 
Entering Unmasked Estep 
Score: -18731502.000000 Penalty: 5902.784668
	Iteration 72Q: 3 clusters Score -1.87315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 141093 members 
Entering Unmasked Estep 
Score: -18731506.000000 Penalty: 5902.784668
	Iteration 73Q: 3 clusters Score -1.873151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 141095 members 
Entering Unmasked Estep 
Score: -18731510.000000 Penalty: 5902.784668
	Iteration 74Q: 3 clusters Score -1.873151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 141095 members 
Entering Unmasked Estep 
Score: -18731510.000000 Penalty: 5902.784668
	Iteration 75F: 3 clusters Score -1.873151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112794 members 
Entering Unmasked Estep 
Score: -14441529.000000 Penalty: 2885.062744
	Iteration 0F: 2 clusters Score -1.444153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -14366943.000000 Penalty: 5770.125488
	Iteration 0F: 3 clusters Score -1.436694e+07 nChanged 53957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -14398359.000000 Penalty: 5770.125488
	Iteration 1F: 3 clusters Score -1.439836e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -14399464.000000 Penalty: 5770.125488
	Iteration 2Q: 3 clusters Score -1.439946e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -14400872.000000 Penalty: 5770.125488
	Iteration 3Q: 3 clusters Score -1.440087e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -14402878.000000 Penalty: 5770.125488
	Iteration 4Q: 3 clusters Score -1.440288e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -14405732.000000 Penalty: 5770.125488
	Iteration 5Q: 3 clusters Score -1.440573e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -14409447.000000 Penalty: 5770.125488
	Iteration 6F: 3 clusters Score -1.440945e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -14414247.000000 Penalty: 5770.125488
	Iteration 7F: 3 clusters Score -1.441425e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59756 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -14419243.000000 Penalty: 5770.125488
	Iteration 8F: 3 clusters Score -1.441924e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -14423404.000000 Penalty: 5770.125488
	Iteration 9F: 3 clusters Score -1.44234e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -14425749.000000 Penalty: 5770.125488
	Iteration 10Q: 3 clusters Score -1.442575e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62725 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -14426532.000000 Penalty: 5770.125488
	Iteration 11Q: 3 clusters Score -1.442653e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63679 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -14426962.000000 Penalty: 5770.125488
	Iteration 12Q: 3 clusters Score -1.442696e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -14427151.000000 Penalty: 5770.125488
	Iteration 13Q: 3 clusters Score -1.442715e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -14427406.000000 Penalty: 5770.125488
	Iteration 14Q: 3 clusters Score -1.442741e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -14427569.000000 Penalty: 5770.125488
	Iteration 15Q: 3 clusters Score -1.442757e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -14427843.000000 Penalty: 5770.125488
	Iteration 16Q: 3 clusters Score -1.442784e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -14428022.000000 Penalty: 5770.125488
	Iteration 17Q: 3 clusters Score -1.442802e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -14428304.000000 Penalty: 5770.125488
	Iteration 18Q: 3 clusters Score -1.44283e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71602 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -14428589.000000 Penalty: 5770.125488
	Iteration 19Q: 3 clusters Score -1.442859e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73077 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -14428905.000000 Penalty: 5770.125488
	Iteration 20F: 3 clusters Score -1.44289e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -14429308.000000 Penalty: 5770.125488
	Iteration 21Q: 3 clusters Score -1.442931e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76348 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -14429752.000000 Penalty: 5770.125488
	Iteration 22Q: 3 clusters Score -1.442975e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -14430175.000000 Penalty: 5770.125488
	Iteration 23Q: 3 clusters Score -1.443018e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -14430681.000000 Penalty: 5770.125488
	Iteration 24Q: 3 clusters Score -1.443068e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -14431174.000000 Penalty: 5770.125488
	Iteration 25Q: 3 clusters Score -1.443117e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83702 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -14431696.000000 Penalty: 5770.125488
	Iteration 26Q: 3 clusters Score -1.44317e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -14432245.000000 Penalty: 5770.125488
	Iteration 27Q: 3 clusters Score -1.443224e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -14432848.000000 Penalty: 5770.125488
	Iteration 28Q: 3 clusters Score -1.443285e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -14433452.000000 Penalty: 5770.125488
	Iteration 29Q: 3 clusters Score -1.443345e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -14433946.000000 Penalty: 5770.125488
	Iteration 30Q: 3 clusters Score -1.443395e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92769 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -14434431.000000 Penalty: 5770.125488
	Iteration 31Q: 3 clusters Score -1.443443e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94394 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -14434962.000000 Penalty: 5770.125488
	Iteration 32Q: 3 clusters Score -1.443496e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95946 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -14435404.000000 Penalty: 5770.125488
	Iteration 33Q: 3 clusters Score -1.44354e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97474 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -14435899.000000 Penalty: 5770.125488
	Iteration 34Q: 3 clusters Score -1.44359e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98922 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -14436360.000000 Penalty: 5770.125488
	Iteration 35Q: 3 clusters Score -1.443636e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100274 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -14436794.000000 Penalty: 5770.125488
	Iteration 36Q: 3 clusters Score -1.443679e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -14437168.000000 Penalty: 5770.125488
	Iteration 37Q: 3 clusters Score -1.443717e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102610 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -14437478.000000 Penalty: 5770.125488
	Iteration 38Q: 3 clusters Score -1.443748e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -14437865.000000 Penalty: 5770.125488
	Iteration 39Q: 3 clusters Score -1.443786e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104450 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -14438098.000000 Penalty: 5770.125488
	Iteration 40F: 3 clusters Score -1.44381e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105209 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -14438326.000000 Penalty: 5770.125488
	Iteration 41Q: 3 clusters Score -1.443833e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105869 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -14438497.000000 Penalty: 5770.125488
	Iteration 42Q: 3 clusters Score -1.44385e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106478 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -14438653.000000 Penalty: 5770.125488
	Iteration 43Q: 3 clusters Score -1.443865e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106983 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -14438806.000000 Penalty: 5770.125488
	Iteration 44Q: 3 clusters Score -1.443881e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107457 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -14438919.000000 Penalty: 5770.125488
	Iteration 45Q: 3 clusters Score -1.443892e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107883 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -14439042.000000 Penalty: 5770.125488
	Iteration 46Q: 3 clusters Score -1.443904e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108247 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -14439144.000000 Penalty: 5770.125488
	Iteration 47Q: 3 clusters Score -1.443914e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108554 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -14439202.000000 Penalty: 5770.125488
	Iteration 48Q: 3 clusters Score -1.44392e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108830 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -14439292.000000 Penalty: 5770.125488
	Iteration 49Q: 3 clusters Score -1.443929e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109060 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -14439401.000000 Penalty: 5770.125488
	Iteration 50Q: 3 clusters Score -1.44394e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109274 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -14439465.000000 Penalty: 5770.125488
	Iteration 51Q: 3 clusters Score -1.443946e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109465 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -14439515.000000 Penalty: 5770.125488
	Iteration 52Q: 3 clusters Score -1.443952e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109633 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -14439511.000000 Penalty: 5770.125488
	Iteration 53Q: 3 clusters Score -1.443951e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109782 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -14439557.000000 Penalty: 5770.125488
	Iteration 54Q: 3 clusters Score -1.443956e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109908 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -14439582.000000 Penalty: 5770.125488
	Iteration 55Q: 3 clusters Score -1.443958e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110012 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -14439567.000000 Penalty: 5770.125488
	Iteration 56Q: 3 clusters Score -1.443957e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110097 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -14439607.000000 Penalty: 5770.125488
	Iteration 57Q: 3 clusters Score -1.443961e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110176 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -14439625.000000 Penalty: 5770.125488
	Iteration 58Q: 3 clusters Score -1.443962e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110243 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -14439645.000000 Penalty: 5770.125488
	Iteration 59Q: 3 clusters Score -1.443964e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110295 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -14439640.000000 Penalty: 5770.125488
	Iteration 60F: 3 clusters Score -1.443964e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110333 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -14439643.000000 Penalty: 5770.125488
	Iteration 61Q: 3 clusters Score -1.443964e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110376 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -14439647.000000 Penalty: 5770.125488
	Iteration 62Q: 3 clusters Score -1.443965e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110411 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -14439665.000000 Penalty: 5770.125488
	Iteration 63Q: 3 clusters Score -1.443966e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110444 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -14439658.000000 Penalty: 5770.125488
	Iteration 64Q: 3 clusters Score -1.443966e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110473 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -14439676.000000 Penalty: 5770.125488
	Iteration 65Q: 3 clusters Score -1.443968e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110508 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -14439680.000000 Penalty: 5770.125488
	Iteration 66Q: 3 clusters Score -1.443968e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110542 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -14439678.000000 Penalty: 5770.125488
	Iteration 67Q: 3 clusters Score -1.443968e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110572 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -14439704.000000 Penalty: 5770.125488
	Iteration 68Q: 3 clusters Score -1.44397e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110599 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -14439712.000000 Penalty: 5770.125488
	Iteration 69Q: 3 clusters Score -1.443971e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110625 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -14439699.000000 Penalty: 5770.125488
	Iteration 70Q: 3 clusters Score -1.44397e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110651 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -14439712.000000 Penalty: 5770.125488
	Iteration 71Q: 3 clusters Score -1.443971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -14439690.000000 Penalty: 5770.125488
	Iteration 72Q: 3 clusters Score -1.443969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110696 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -14439703.000000 Penalty: 5770.125488
	Iteration 73Q: 3 clusters Score -1.44397e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110716 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -14439697.000000 Penalty: 5770.125488
	Iteration 74Q: 3 clusters Score -1.44397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110737 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -14439703.000000 Penalty: 5770.125488
	Iteration 75Q: 3 clusters Score -1.44397e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110757 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -14439706.000000 Penalty: 5770.125488
	Iteration 76Q: 3 clusters Score -1.443971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110771 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -14439694.000000 Penalty: 5770.125488
	Iteration 77Q: 3 clusters Score -1.443969e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110786 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -14439701.000000 Penalty: 5770.125488
	Iteration 78Q: 3 clusters Score -1.44397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110798 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -14439695.000000 Penalty: 5770.125488
	Iteration 79Q: 3 clusters Score -1.44397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110811 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -14439713.000000 Penalty: 5770.125488
	Iteration 80F: 3 clusters Score -1.443971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110821 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -14439722.000000 Penalty: 5770.125488
	Iteration 81Q: 3 clusters Score -1.443972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110832 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -14439716.000000 Penalty: 5770.125488
	Iteration 82Q: 3 clusters Score -1.443972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110841 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -14439707.000000 Penalty: 5770.125488
	Iteration 83Q: 3 clusters Score -1.443971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110851 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -14439721.000000 Penalty: 5770.125488
	Iteration 84Q: 3 clusters Score -1.443972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110857 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -14439727.000000 Penalty: 5770.125488
	Iteration 85Q: 3 clusters Score -1.443973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110864 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -14439728.000000 Penalty: 5770.125488
	Iteration 86Q: 3 clusters Score -1.443973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110872 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -14439745.000000 Penalty: 5770.125488
	Iteration 87Q: 3 clusters Score -1.443974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110885 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -14439746.000000 Penalty: 5770.125488
	Iteration 88Q: 3 clusters Score -1.443975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110899 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -14439743.000000 Penalty: 5770.125488
	Iteration 89Q: 3 clusters Score -1.443974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110910 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -14439734.000000 Penalty: 5770.125488
	Iteration 90Q: 3 clusters Score -1.443973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110915 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -14439735.000000 Penalty: 5770.125488
	Iteration 91Q: 3 clusters Score -1.443974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110923 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -14439717.000000 Penalty: 5770.125488
	Iteration 92Q: 3 clusters Score -1.443972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110926 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -14439718.000000 Penalty: 5770.125488
	Iteration 93Q: 3 clusters Score -1.443972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110935 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -14439735.000000 Penalty: 5770.125488
	Iteration 94Q: 3 clusters Score -1.443974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110940 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -14439727.000000 Penalty: 5770.125488
	Iteration 95Q: 3 clusters Score -1.443973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110945 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -14439719.000000 Penalty: 5770.125488
	Iteration 96Q: 3 clusters Score -1.443972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110949 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -14439707.000000 Penalty: 5770.125488
	Iteration 97Q: 3 clusters Score -1.443971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110952 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -14439707.000000 Penalty: 5770.125488
	Iteration 98Q: 3 clusters Score -1.443971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110954 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -14439715.000000 Penalty: 5770.125488
	Iteration 99Q: 3 clusters Score -1.443972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110957 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -14439709.000000 Penalty: 5770.125488
	Iteration 100F: 3 clusters Score -1.443971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110962 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -14439715.000000 Penalty: 5770.125488
	Iteration 101Q: 3 clusters Score -1.443972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110965 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -14439727.000000 Penalty: 5770.125488
	Iteration 102Q: 3 clusters Score -1.443973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110966 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -14439721.000000 Penalty: 5770.125488
	Iteration 103Q: 3 clusters Score -1.443972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110968 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -14439718.000000 Penalty: 5770.125488
	Iteration 104Q: 3 clusters Score -1.443972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110970 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -14439724.000000 Penalty: 5770.125488
	Iteration 105Q: 3 clusters Score -1.443972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110972 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -14439707.000000 Penalty: 5770.125488
	Iteration 106Q: 3 clusters Score -1.443971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110972 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -14439707.000000 Penalty: 5770.125488
	Iteration 107F: 3 clusters Score -1.443971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Entering Unmasked Estep 
Score: -4234500.000000 Penalty: 2582.695068
	Iteration 0F: 2 clusters Score -4234500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -4211717.500000 Penalty: 5165.390137
	Iteration 0F: 3 clusters Score -4211718 nChanged 15159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -4219983.500000 Penalty: 5165.390137
	Iteration 1F: 3 clusters Score -4219984 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -4220543.000000 Penalty: 5165.390137
	Iteration 2Q: 3 clusters Score -4220543 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -4221221.500000 Penalty: 5165.390137
	Iteration 3Q: 3 clusters Score -4221222 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -4222096.500000 Penalty: 5165.390137
	Iteration 4F: 3 clusters Score -4222096 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -4223314.000000 Penalty: 5165.390137
	Iteration 5F: 3 clusters Score -4223314 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -4224927.000000 Penalty: 5165.390137
	Iteration 6F: 3 clusters Score -4224927 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -4226932.000000 Penalty: 5165.390137
	Iteration 7F: 3 clusters Score -4226932 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -4229315.500000 Penalty: 5165.390137
	Iteration 8F: 3 clusters Score -4229316 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -4231387.000000 Penalty: 5165.390137
	Iteration 9Q: 3 clusters Score -4231387 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -4232175.500000 Penalty: 5165.390137
	Iteration 10Q: 3 clusters Score -4232176 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -4232352.000000 Penalty: 5165.390137
	Iteration 11Q: 3 clusters Score -4232352 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -4232446.500000 Penalty: 5165.390137
	Iteration 12Q: 3 clusters Score -4232446 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -4232506.500000 Penalty: 5165.390137
	Iteration 13Q: 3 clusters Score -4232506 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -4232539.000000 Penalty: 5165.390137
	Iteration 14Q: 3 clusters Score -4232539 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -4232553.500000 Penalty: 5165.390137
	Iteration 15Q: 3 clusters Score -4232554 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -4232557.500000 Penalty: 5165.390137
	Iteration 16Q: 3 clusters Score -4232558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -4232561.000000 Penalty: 5165.390137
	Iteration 17Q: 3 clusters Score -4232561 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -4232574.000000 Penalty: 5165.390137
	Iteration 18Q: 3 clusters Score -4232574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -4232572.000000 Penalty: 5165.390137
	Iteration 19Q: 3 clusters Score -4232572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -4232584.000000 Penalty: 5165.390137
	Iteration 20F: 3 clusters Score -4232584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -4232588.000000 Penalty: 5165.390137
	Iteration 21Q: 3 clusters Score -4232588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -4232592.000000 Penalty: 5165.390137
	Iteration 22Q: 3 clusters Score -4232592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -4232590.000000 Penalty: 5165.390137
	Iteration 23Q: 3 clusters Score -4232590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -4232585.000000 Penalty: 5165.390137
	Iteration 24Q: 3 clusters Score -4232585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -4232588.000000 Penalty: 5165.390137
	Iteration 25Q: 3 clusters Score -4232588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -4232589.500000 Penalty: 5165.390137
	Iteration 26Q: 3 clusters Score -4232590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -4232594.500000 Penalty: 5165.390137
	Iteration 27Q: 3 clusters Score -4232594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -4232595.500000 Penalty: 5165.390137
	Iteration 28Q: 3 clusters Score -4232596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -4232596.000000 Penalty: 5165.390137
	Iteration 29Q: 3 clusters Score -4232596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -4232597.000000 Penalty: 5165.390137
	Iteration 30Q: 3 clusters Score -4232597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -4232589.500000 Penalty: 5165.390137
	Iteration 31Q: 3 clusters Score -4232590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -4232591.500000 Penalty: 5165.390137
	Iteration 32Q: 3 clusters Score -4232592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -4232590.500000 Penalty: 5165.390137
	Iteration 33Q: 3 clusters Score -4232590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -4232591.000000 Penalty: 5165.390137
	Iteration 34Q: 3 clusters Score -4232591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -4232589.000000 Penalty: 5165.390137
	Iteration 35Q: 3 clusters Score -4232589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -4232592.000000 Penalty: 5165.390137
	Iteration 36Q: 3 clusters Score -4232592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -4232592.000000 Penalty: 5165.390137
	Iteration 37F: 3 clusters Score -4232592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (148489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148489 members 
Entering Unmasked Estep 
Score: -18886526.000000 Penalty: 2953.250000
	Iteration 0F: 2 clusters Score -1.888653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74340 members 
Mstep: Class 2 contains 74149 members 
Entering Unmasked Estep 
Score: -18787726.000000 Penalty: 5906.500000
	Iteration 0F: 3 clusters Score -1.878773e+07 nChanged 70877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75949 members 
Mstep: Class 2 contains 72540 members 
Entering Unmasked Estep 
Score: -18828184.000000 Penalty: 5906.500000
	Iteration 1F: 3 clusters Score -1.882818e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77100 members 
Mstep: Class 2 contains 71389 members 
Entering Unmasked Estep 
Score: -18828782.000000 Penalty: 5906.500000
	Iteration 2Q: 3 clusters Score -1.882878e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78914 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -18829748.000000 Penalty: 5906.500000
	Iteration 3Q: 3 clusters Score -1.882975e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81690 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -18830800.000000 Penalty: 5906.500000
	Iteration 4Q: 3 clusters Score -1.88308e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85948 members 
Mstep: Class 2 contains 62541 members 
Entering Unmasked Estep 
Score: -18832704.000000 Penalty: 5906.500000
	Iteration 5Q: 3 clusters Score -1.88327e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -18836128.000000 Penalty: 5906.500000
	Iteration 6Q: 3 clusters Score -1.883613e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101029 members 
Mstep: Class 2 contains 47460 members 
Entering Unmasked Estep 
Score: -18841928.000000 Penalty: 5906.500000
	Iteration 7F: 3 clusters Score -1.884193e+07 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111983 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -18850742.000000 Penalty: 5906.500000
	Iteration 8F: 3 clusters Score -1.885074e+07 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123881 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -18861766.000000 Penalty: 5906.500000
	Iteration 9F: 3 clusters Score -1.886177e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134039 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -18871446.000000 Penalty: 5906.500000
	Iteration 10F: 3 clusters Score -1.887145e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140924 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -18877918.000000 Penalty: 5906.500000
	Iteration 11Q: 3 clusters Score -1.887792e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144764 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -18881252.000000 Penalty: 5906.500000
	Iteration 12Q: 3 clusters Score -1.888125e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146638 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -18882684.000000 Penalty: 5906.500000
	Iteration 13Q: 3 clusters Score -1.888268e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147453 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -18883350.000000 Penalty: 5906.500000
	Iteration 14Q: 3 clusters Score -1.888335e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147807 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -18883606.000000 Penalty: 5906.500000
	Iteration 15Q: 3 clusters Score -1.888361e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147960 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -18883760.000000 Penalty: 5906.500000
	Iteration 16Q: 3 clusters Score -1.888376e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148027 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -18883840.000000 Penalty: 5906.500000
	Iteration 17Q: 3 clusters Score -1.888384e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148058 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -18883882.000000 Penalty: 5906.500000
	Iteration 18Q: 3 clusters Score -1.888388e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148079 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -18883896.000000 Penalty: 5906.500000
	Iteration 19Q: 3 clusters Score -1.88839e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148089 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -18883946.000000 Penalty: 5906.500000
	Iteration 20F: 3 clusters Score -1.888395e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148095 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -18883952.000000 Penalty: 5906.500000
	Iteration 21Q: 3 clusters Score -1.888395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148104 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -18883962.000000 Penalty: 5906.500000
	Iteration 22Q: 3 clusters Score -1.888396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148111 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18883988.000000 Penalty: 5906.500000
	Iteration 23Q: 3 clusters Score -1.888399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148112 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -18884002.000000 Penalty: 5906.500000
	Iteration 24Q: 3 clusters Score -1.8884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148114 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -18884014.000000 Penalty: 5906.500000
	Iteration 25Q: 3 clusters Score -1.888401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148117 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18884014.000000 Penalty: 5906.500000
	Iteration 26Q: 3 clusters Score -1.888401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148116 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -18884018.000000 Penalty: 5906.500000
	Iteration 27Q: 3 clusters Score -1.888402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148116 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -18884024.000000 Penalty: 5906.500000
	Iteration 28Q: 3 clusters Score -1.888402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148117 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18884024.000000 Penalty: 5906.500000
	Iteration 29Q: 3 clusters Score -1.888402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148118 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -18884038.000000 Penalty: 5906.500000
	Iteration 30Q: 3 clusters Score -1.888404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148117 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18884034.000000 Penalty: 5906.500000
	Iteration 31Q: 3 clusters Score -1.888403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148117 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18884034.000000 Penalty: 5906.500000
	Iteration 32F: 3 clusters Score -1.888403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -32106.464844 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -32106.46 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 173 members 
Entering Unmasked Estep 
Score: -30776.888672 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -30776.89 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30989.402344 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -30989.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31046.900391 Penalty: 2894.066162
	Iteration 2Q: 3 clusters Score -31046.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31094.400391 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -31094.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31120.427734 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -31120.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31136.119141 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -31136.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31146.687500 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -31146.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31157.464844 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -31157.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31185.392578 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -31185.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31212.332031 Penalty: 2894.066162
	Iteration 9Q: 3 clusters Score -31212.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31233.130859 Penalty: 2894.066162
	Iteration 10Q: 3 clusters Score -31233.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31284.087891 Penalty: 2894.066162
	Iteration 11Q: 3 clusters Score -31284.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31295.322266 Penalty: 2894.066162
	Iteration 12Q: 3 clusters Score -31295.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31303.328125 Penalty: 2894.066162
	Iteration 13Q: 3 clusters Score -31303.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31311.986328 Penalty: 2894.066162
	Iteration 14Q: 3 clusters Score -31311.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31318.908203 Penalty: 2894.066162
	Iteration 15Q: 3 clusters Score -31318.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31329.501953 Penalty: 2894.066162
	Iteration 16Q: 3 clusters Score -31329.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31346.789062 Penalty: 2894.066162
	Iteration 17Q: 3 clusters Score -31346.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31359.802734 Penalty: 2894.066162
	Iteration 18Q: 3 clusters Score -31359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31373.367188 Penalty: 2894.066162
	Iteration 19Q: 3 clusters Score -31373.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31381.658203 Penalty: 2894.066162
	Iteration 20F: 3 clusters Score -31381.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31388.066406 Penalty: 2894.066162
	Iteration 21Q: 3 clusters Score -31388.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31388.066406 Penalty: 2894.066162
	Iteration 22F: 3 clusters Score -31388.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -45112.957031 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -45112.96 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 221 members 
Entering Unmasked Estep 
Score: -43646.847656 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -43646.85 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43870.121094 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -43870.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44014.156250 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -44014.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44125.058594 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -44125.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44201.128906 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -44201.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44254.746094 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -44254.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44280.308594 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -44280.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44329.597656 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -44329.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44441.972656 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -44441.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44589.644531 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -44589.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44945.781250 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -44945.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45010.058594 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -45010.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45040.710938 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -45040.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45049.656250 Penalty: 3019.040283
	Iteration 13Q: 3 clusters Score -45049.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45049.656250 Penalty: 3019.040283
	Iteration 14F: 3 clusters Score -45049.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -80490.492188 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -80490.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -78818.437500 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -78818.44 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79262.828125 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -79262.83 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79491.570312 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -79491.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79675.773438 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -79675.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79862.257812 Penalty: 3283.556396
	Iteration 4F: 3 clusters Score -79862.26 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80157.796875 Penalty: 3283.556396
	Iteration 5F: 3 clusters Score -80157.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80402.281250 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -80402.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80500.632812 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -80500.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -80568.914062 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -80568.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -80702.937500 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -80702.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80766.632812 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -80766.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80769.281250 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -80769.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80774.210938 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -80774.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80774.210938 Penalty: 3283.556396
	Iteration 13F: 3 clusters Score -80774.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143203 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 144425 members 
Mstep: Class 4 contains 7067 members 
Mstep: Class 5 contains 156555 members 
Mstep: Class 6 contains 15276 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 147678 members 
Mstep: Class 11 contains 70301 members 
Mstep: Class 12 contains 68628 members 
Mstep: Class 13 contains 78139 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147381 members 
Mstep: Class 17 contains 112794 members 
Mstep: Class 18 contains 33326 members 
Mstep: Class 19 contains 148489 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 377 members 
Entering Unmasked Estep 
Score: -161336864.000000 Penalty: 80260.382812
Splitting cluster 22 changes total score from -161338624.000000 to -161336864.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143203 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 144425 members 
Mstep: Class 4 contains 7067 members 
Mstep: Class 5 contains 156555 members 
Mstep: Class 6 contains 15276 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 147678 members 
Mstep: Class 11 contains 70301 members 
Mstep: Class 12 contains 68628 members 
Mstep: Class 13 contains 78139 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147381 members 
Mstep: Class 17 contains 112794 members 
Mstep: Class 18 contains 33326 members 
Mstep: Class 19 contains 148489 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338528.000000 Penalty: 76770.804688
Iteration 399Q: 23 clusters Score -1.613385e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143212 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 144397 members 
Mstep: Class 4 contains 7067 members 
Mstep: Class 5 contains 156532 members 
Mstep: Class 6 contains 15273 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9436 members 
Mstep: Class 10 contains 147677 members 
Mstep: Class 11 contains 70286 members 
Mstep: Class 12 contains 68655 members 
Mstep: Class 13 contains 78135 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147425 members 
Mstep: Class 17 contains 112686 members 
Mstep: Class 18 contains 33315 members 
Mstep: Class 19 contains 148601 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338800.000000 Penalty: 76770.804688
Iteration 400F: 23 clusters Score -1.613388e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143217 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 144391 members 
Mstep: Class 4 contains 7067 members 
Mstep: Class 5 contains 156490 members 
Mstep: Class 6 contains 15265 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9440 members 
Mstep: Class 10 contains 147680 members 
Mstep: Class 11 contains 70280 members 
Mstep: Class 12 contains 68687 members 
Mstep: Class 13 contains 78127 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147445 members 
Mstep: Class 17 contains 112591 members 
Mstep: Class 18 contains 33296 members 
Mstep: Class 19 contains 148720 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161339104.000000 Penalty: 76770.804688
Iteration 401Q: 23 clusters Score -1.613391e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143213 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 144375 members 
Mstep: Class 4 contains 7067 members 
Mstep: Class 5 contains 156460 members 
Mstep: Class 6 contains 15258 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9437 members 
Mstep: Class 10 contains 147696 members 
Mstep: Class 11 contains 70281 members 
Mstep: Class 12 contains 68716 members 
Mstep: Class 13 contains 78130 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147490 members 
Mstep: Class 17 contains 112498 members 
Mstep: Class 18 contains 33271 members 
Mstep: Class 19 contains 148805 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161339072.000000 Penalty: 76770.804688
Iteration 402Q: 23 clusters Score -1.613391e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143212 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 144360 members 
Mstep: Class 4 contains 7068 members 
Mstep: Class 5 contains 156477 members 
Mstep: Class 6 contains 15250 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9438 members 
Mstep: Class 10 contains 147711 members 
Mstep: Class 11 contains 70276 members 
Mstep: Class 12 contains 68741 members 
Mstep: Class 13 contains 78127 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147534 members 
Mstep: Class 17 contains 112398 members 
Mstep: Class 18 contains 33252 members 
Mstep: Class 19 contains 148853 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338976.000000 Penalty: 76770.804688
Iteration 403Q: 23 clusters Score -1.61339e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143199 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 144343 members 
Mstep: Class 4 contains 7067 members 
Mstep: Class 5 contains 156496 members 
Mstep: Class 6 contains 15248 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9438 members 
Mstep: Class 10 contains 147726 members 
Mstep: Class 11 contains 70255 members 
Mstep: Class 12 contains 68755 members 
Mstep: Class 13 contains 78119 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147572 members 
Mstep: Class 17 contains 112318 members 
Mstep: Class 18 contains 33230 members 
Mstep: Class 19 contains 148931 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338928.000000 Penalty: 76770.804688
Iteration 404Q: 23 clusters Score -1.613389e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143196 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 144326 members 
Mstep: Class 4 contains 7066 members 
Mstep: Class 5 contains 156518 members 
Mstep: Class 6 contains 15248 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9436 members 
Mstep: Class 10 contains 147735 members 
Mstep: Class 11 contains 70237 members 
Mstep: Class 12 contains 68780 members 
Mstep: Class 13 contains 78111 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147612 members 
Mstep: Class 17 contains 112255 members 
Mstep: Class 18 contains 33199 members 
Mstep: Class 19 contains 148978 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161339008.000000 Penalty: 76770.804688
Iteration 405Q: 23 clusters Score -1.61339e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143201 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 144314 members 
Mstep: Class 4 contains 7065 members 
Mstep: Class 5 contains 156532 members 
Mstep: Class 6 contains 15246 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9436 members 
Mstep: Class 10 contains 147736 members 
Mstep: Class 11 contains 70224 members 
Mstep: Class 12 contains 68804 members 
Mstep: Class 13 contains 78105 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147658 members 
Mstep: Class 17 contains 112192 members 
Mstep: Class 18 contains 33167 members 
Mstep: Class 19 contains 149017 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338736.000000 Penalty: 76770.804688
Iteration 406Q: 23 clusters Score -1.613387e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143192 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 144303 members 
Mstep: Class 4 contains 7065 members 
Mstep: Class 5 contains 156561 members 
Mstep: Class 6 contains 15244 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 147734 members 
Mstep: Class 11 contains 70211 members 
Mstep: Class 12 contains 68819 members 
Mstep: Class 13 contains 78088 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147701 members 
Mstep: Class 17 contains 112137 members 
Mstep: Class 18 contains 33158 members 
Mstep: Class 19 contains 149049 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338880.000000 Penalty: 76770.804688
Iteration 407Q: 23 clusters Score -1.613389e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143182 members 
Mstep: Class 2 contains 4116 members 
Mstep: Class 3 contains 144272 members 
Mstep: Class 4 contains 7065 members 
Mstep: Class 5 contains 156606 members 
Mstep: Class 6 contains 15242 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9434 members 
Mstep: Class 10 contains 147743 members 
Mstep: Class 11 contains 70201 members 
Mstep: Class 12 contains 68833 members 
Mstep: Class 13 contains 78086 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147742 members 
Mstep: Class 17 contains 112075 members 
Mstep: Class 18 contains 33147 members 
Mstep: Class 19 contains 149069 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338832.000000 Penalty: 76770.804688
Iteration 408Q: 23 clusters Score -1.613388e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143178 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 144265 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 156619 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9439 members 
Mstep: Class 10 contains 147747 members 
Mstep: Class 11 contains 70198 members 
Mstep: Class 12 contains 68851 members 
Mstep: Class 13 contains 78077 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147778 members 
Mstep: Class 17 contains 112031 members 
Mstep: Class 18 contains 33142 members 
Mstep: Class 19 contains 149067 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338688.000000 Penalty: 76770.804688
Iteration 409Q: 23 clusters Score -1.613387e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143165 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 144250 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 156655 members 
Mstep: Class 6 contains 15238 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9439 members 
Mstep: Class 10 contains 147762 members 
Mstep: Class 11 contains 70202 members 
Mstep: Class 12 contains 68853 members 
Mstep: Class 13 contains 78067 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147789 members 
Mstep: Class 17 contains 111988 members 
Mstep: Class 18 contains 33136 members 
Mstep: Class 19 contains 149087 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338624.000000 Penalty: 76770.804688
Iteration 410Q: 23 clusters Score -1.613386e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143147 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 144243 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 156704 members 
Mstep: Class 6 contains 15237 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9438 members 
Mstep: Class 10 contains 147761 members 
Mstep: Class 11 contains 70209 members 
Mstep: Class 12 contains 68860 members 
Mstep: Class 13 contains 78059 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147799 members 
Mstep: Class 17 contains 111951 members 
Mstep: Class 18 contains 33127 members 
Mstep: Class 19 contains 149096 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338528.000000 Penalty: 76770.804688
Iteration 411Q: 23 clusters Score -1.613385e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143141 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 144232 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 156726 members 
Mstep: Class 6 contains 15241 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9438 members 
Mstep: Class 10 contains 147767 members 
Mstep: Class 11 contains 70213 members 
Mstep: Class 12 contains 68867 members 
Mstep: Class 13 contains 78058 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147809 members 
Mstep: Class 17 contains 111923 members 
Mstep: Class 18 contains 33114 members 
Mstep: Class 19 contains 149102 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338464.000000 Penalty: 76770.804688
Iteration 412Q: 23 clusters Score -1.613385e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143146 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 144227 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 156728 members 
Mstep: Class 6 contains 15241 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9438 members 
Mstep: Class 10 contains 147781 members 
Mstep: Class 11 contains 70214 members 
Mstep: Class 12 contains 68865 members 
Mstep: Class 13 contains 78041 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147822 members 
Mstep: Class 17 contains 111899 members 
Mstep: Class 18 contains 33100 members 
Mstep: Class 19 contains 149129 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338496.000000 Penalty: 76770.804688
Iteration 413Q: 23 clusters Score -1.613385e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143158 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 144213 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 156712 members 
Mstep: Class 6 contains 15244 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9437 members 
Mstep: Class 10 contains 147815 members 
Mstep: Class 11 contains 70208 members 
Mstep: Class 12 contains 68868 members 
Mstep: Class 13 contains 78036 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147844 members 
Mstep: Class 17 contains 111862 members 
Mstep: Class 18 contains 33088 members 
Mstep: Class 19 contains 149145 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338688.000000 Penalty: 76770.804688
Iteration 414Q: 23 clusters Score -1.613387e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143162 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 144203 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 156714 members 
Mstep: Class 6 contains 15242 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9440 members 
Mstep: Class 10 contains 147844 members 
Mstep: Class 11 contains 70203 members 
Mstep: Class 12 contains 68878 members 
Mstep: Class 13 contains 78029 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147858 members 
Mstep: Class 17 contains 111837 members 
Mstep: Class 18 contains 33069 members 
Mstep: Class 19 contains 149151 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338656.000000 Penalty: 76770.804688
Iteration 415Q: 23 clusters Score -1.613387e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143167 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 144191 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 156720 members 
Mstep: Class 6 contains 15243 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9437 members 
Mstep: Class 10 contains 147876 members 
Mstep: Class 11 contains 70196 members 
Mstep: Class 12 contains 68888 members 
Mstep: Class 13 contains 78027 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147859 members 
Mstep: Class 17 contains 111810 members 
Mstep: Class 18 contains 33050 members 
Mstep: Class 19 contains 149165 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338720.000000 Penalty: 76770.804688
Iteration 416Q: 23 clusters Score -1.613387e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143161 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 144182 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 156755 members 
Mstep: Class 6 contains 15245 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9436 members 
Mstep: Class 10 contains 147897 members 
Mstep: Class 11 contains 70181 members 
Mstep: Class 12 contains 68896 members 
Mstep: Class 13 contains 78026 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147874 members 
Mstep: Class 17 contains 111784 members 
Mstep: Class 18 contains 33033 members 
Mstep: Class 19 contains 149159 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338832.000000 Penalty: 76770.804688
Iteration 417Q: 23 clusters Score -1.613388e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143159 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 144171 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 156784 members 
Mstep: Class 6 contains 15245 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 147921 members 
Mstep: Class 11 contains 70167 members 
Mstep: Class 12 contains 68905 members 
Mstep: Class 13 contains 78023 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147898 members 
Mstep: Class 17 contains 111759 members 
Mstep: Class 18 contains 33022 members 
Mstep: Class 19 contains 149140 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338976.000000 Penalty: 76770.804688
Iteration 418Q: 23 clusters Score -1.61339e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143151 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 144167 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 156783 members 
Mstep: Class 6 contains 15241 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9434 members 
Mstep: Class 10 contains 147944 members 
Mstep: Class 11 contains 70166 members 
Mstep: Class 12 contains 68912 members 
Mstep: Class 13 contains 78023 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147905 members 
Mstep: Class 17 contains 111743 members 
Mstep: Class 18 contains 33015 members 
Mstep: Class 19 contains 149145 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338976.000000 Penalty: 76770.804688
Iteration 419Q: 23 clusters Score -1.61339e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143157 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 144160 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 156759 members 
Mstep: Class 6 contains 15241 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9433 members 
Mstep: Class 10 contains 147980 members 
Mstep: Class 11 contains 70165 members 
Mstep: Class 12 contains 68926 members 
Mstep: Class 13 contains 78020 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147899 members 
Mstep: Class 17 contains 111725 members 
Mstep: Class 18 contains 32997 members 
Mstep: Class 19 contains 149167 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338976.000000 Penalty: 76770.804688
Iteration 420F: 23 clusters Score -1.61339e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143165 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 144152 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 156753 members 
Mstep: Class 6 contains 15238 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9434 members 
Mstep: Class 10 contains 148002 members 
Mstep: Class 11 contains 70155 members 
Mstep: Class 12 contains 68933 members 
Mstep: Class 13 contains 78017 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147902 members 
Mstep: Class 17 contains 111711 members 
Mstep: Class 18 contains 32977 members 
Mstep: Class 19 contains 149190 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338848.000000 Penalty: 76770.804688
Iteration 421Q: 23 clusters Score -1.613388e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143167 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 144148 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 156766 members 
Mstep: Class 6 contains 15238 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9431 members 
Mstep: Class 10 contains 148017 members 
Mstep: Class 11 contains 70150 members 
Mstep: Class 12 contains 68940 members 
Mstep: Class 13 contains 78016 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147897 members 
Mstep: Class 17 contains 111686 members 
Mstep: Class 18 contains 32971 members 
Mstep: Class 19 contains 149202 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338816.000000 Penalty: 76770.804688
Iteration 422Q: 23 clusters Score -1.613388e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143180 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 144143 members 
Mstep: Class 4 contains 7063 members 
Mstep: Class 5 contains 156772 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9430 members 
Mstep: Class 10 contains 148037 members 
Mstep: Class 11 contains 70151 members 
Mstep: Class 12 contains 68936 members 
Mstep: Class 13 contains 78014 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147906 members 
Mstep: Class 17 contains 111662 members 
Mstep: Class 18 contains 32972 members 
Mstep: Class 19 contains 149188 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338800.000000 Penalty: 76770.804688
Iteration 423Q: 23 clusters Score -1.613388e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143190 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 144141 members 
Mstep: Class 4 contains 7061 members 
Mstep: Class 5 contains 156776 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9430 members 
Mstep: Class 10 contains 148053 members 
Mstep: Class 11 contains 70152 members 
Mstep: Class 12 contains 68941 members 
Mstep: Class 13 contains 78014 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147916 members 
Mstep: Class 17 contains 111650 members 
Mstep: Class 18 contains 32962 members 
Mstep: Class 19 contains 149169 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338912.000000 Penalty: 76770.804688
Iteration 424Q: 23 clusters Score -1.613389e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143191 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 144140 members 
Mstep: Class 4 contains 7060 members 
Mstep: Class 5 contains 156804 members 
Mstep: Class 6 contains 15236 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 9431 members 
Mstep: Class 10 contains 148075 members 
Mstep: Class 11 contains 70152 members 
Mstep: Class 12 contains 68950 members 
Mstep: Class 13 contains 78010 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147920 members 
Mstep: Class 17 contains 111628 members 
Mstep: Class 18 contains 32952 members 
Mstep: Class 19 contains 149146 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338960.000000 Penalty: 76770.804688
Iteration 425Q: 23 clusters Score -1.61339e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143194 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 144126 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156824 members 
Mstep: Class 6 contains 15236 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9433 members 
Mstep: Class 10 contains 148106 members 
Mstep: Class 11 contains 70145 members 
Mstep: Class 12 contains 68956 members 
Mstep: Class 13 contains 78003 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147943 members 
Mstep: Class 17 contains 111607 members 
Mstep: Class 18 contains 32949 members 
Mstep: Class 19 contains 149113 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338864.000000 Penalty: 76770.804688
Iteration 426Q: 23 clusters Score -1.613389e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143204 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 144113 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156850 members 
Mstep: Class 6 contains 15232 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 148135 members 
Mstep: Class 11 contains 70143 members 
Mstep: Class 12 contains 68957 members 
Mstep: Class 13 contains 78003 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147943 members 
Mstep: Class 17 contains 111590 members 
Mstep: Class 18 contains 32950 members 
Mstep: Class 19 contains 149080 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338880.000000 Penalty: 76770.804688
Iteration 427Q: 23 clusters Score -1.613389e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143208 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 144103 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156885 members 
Mstep: Class 6 contains 15232 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 148157 members 
Mstep: Class 11 contains 70138 members 
Mstep: Class 12 contains 68955 members 
Mstep: Class 13 contains 78003 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147950 members 
Mstep: Class 17 contains 111579 members 
Mstep: Class 18 contains 32942 members 
Mstep: Class 19 contains 149048 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338752.000000 Penalty: 76770.804688
Iteration 428Q: 23 clusters Score -1.613388e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143212 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 144095 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156911 members 
Mstep: Class 6 contains 15232 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 148184 members 
Mstep: Class 11 contains 70130 members 
Mstep: Class 12 contains 68956 members 
Mstep: Class 13 contains 78002 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147947 members 
Mstep: Class 17 contains 111561 members 
Mstep: Class 18 contains 32937 members 
Mstep: Class 19 contains 149033 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338768.000000 Penalty: 76770.804688
Iteration 429Q: 23 clusters Score -1.613388e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143212 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 144089 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156919 members 
Mstep: Class 6 contains 15232 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 148202 members 
Mstep: Class 11 contains 70129 members 
Mstep: Class 12 contains 68953 members 
Mstep: Class 13 contains 78003 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147953 members 
Mstep: Class 17 contains 111555 members 
Mstep: Class 18 contains 32932 members 
Mstep: Class 19 contains 149021 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338848.000000 Penalty: 76770.804688
Iteration 430Q: 23 clusters Score -1.613388e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143214 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 144072 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156924 members 
Mstep: Class 6 contains 15234 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 148208 members 
Mstep: Class 11 contains 70123 members 
Mstep: Class 12 contains 68950 members 
Mstep: Class 13 contains 78003 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 147978 members 
Mstep: Class 17 contains 111553 members 
Mstep: Class 18 contains 32927 members 
Mstep: Class 19 contains 149013 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338768.000000 Penalty: 76770.804688
Iteration 431Q: 23 clusters Score -1.613388e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143217 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 144062 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156922 members 
Mstep: Class 6 contains 15234 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 148217 members 
Mstep: Class 11 contains 70120 members 
Mstep: Class 12 contains 68945 members 
Mstep: Class 13 contains 78002 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148004 members 
Mstep: Class 17 contains 111548 members 
Mstep: Class 18 contains 32920 members 
Mstep: Class 19 contains 149008 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338736.000000 Penalty: 76770.804688
Iteration 432Q: 23 clusters Score -1.613387e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143229 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 144052 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156916 members 
Mstep: Class 6 contains 15235 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 148233 members 
Mstep: Class 11 contains 70115 members 
Mstep: Class 12 contains 68946 members 
Mstep: Class 13 contains 78000 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148024 members 
Mstep: Class 17 contains 111542 members 
Mstep: Class 18 contains 32909 members 
Mstep: Class 19 contains 148998 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338720.000000 Penalty: 76770.804688
Iteration 433Q: 23 clusters Score -1.613387e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143235 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 144045 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156904 members 
Mstep: Class 6 contains 15241 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 148250 members 
Mstep: Class 11 contains 70113 members 
Mstep: Class 12 contains 68942 members 
Mstep: Class 13 contains 77999 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148033 members 
Mstep: Class 17 contains 111544 members 
Mstep: Class 18 contains 32902 members 
Mstep: Class 19 contains 148991 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338640.000000 Penalty: 76770.804688
Iteration 434Q: 23 clusters Score -1.613386e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143238 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 144042 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156904 members 
Mstep: Class 6 contains 15241 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9436 members 
Mstep: Class 10 contains 148255 members 
Mstep: Class 11 contains 70112 members 
Mstep: Class 12 contains 68944 members 
Mstep: Class 13 contains 77996 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148045 members 
Mstep: Class 17 contains 111544 members 
Mstep: Class 18 contains 32898 members 
Mstep: Class 19 contains 148979 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338640.000000 Penalty: 76770.804688
Iteration 435Q: 23 clusters Score -1.613386e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143245 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 144044 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156896 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9437 members 
Mstep: Class 10 contains 148259 members 
Mstep: Class 11 contains 70109 members 
Mstep: Class 12 contains 68946 members 
Mstep: Class 13 contains 77994 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148059 members 
Mstep: Class 17 contains 111541 members 
Mstep: Class 18 contains 32893 members 
Mstep: Class 19 contains 148972 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338624.000000 Penalty: 76770.804688
Iteration 436Q: 23 clusters Score -1.613386e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143242 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 144034 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156905 members 
Mstep: Class 6 contains 15238 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 148260 members 
Mstep: Class 11 contains 70105 members 
Mstep: Class 12 contains 68950 members 
Mstep: Class 13 contains 77996 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148090 members 
Mstep: Class 17 contains 111540 members 
Mstep: Class 18 contains 32885 members 
Mstep: Class 19 contains 148954 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338528.000000 Penalty: 76770.804688
Iteration 437Q: 23 clusters Score -1.613385e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143231 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 144029 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156902 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9438 members 
Mstep: Class 10 contains 148262 members 
Mstep: Class 11 contains 70102 members 
Mstep: Class 12 contains 68952 members 
Mstep: Class 13 contains 77995 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148119 members 
Mstep: Class 17 contains 111536 members 
Mstep: Class 18 contains 32882 members 
Mstep: Class 19 contains 148947 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338560.000000 Penalty: 76770.804688
Iteration 438Q: 23 clusters Score -1.613386e+08 nChanged 165
Entering ConstructFrom: 
Score: -161338560.000000 Penalty: 76770.804688
Entering ConstructFrom: 
Trying to split cluster 1 (143234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143234 members 
Entering Unmasked Estep 
Score: -18212384.000000 Penalty: 2944.314453
	Iteration 0F: 2 clusters Score -1.821238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71219 members 
Mstep: Class 2 contains 72015 members 
Entering Unmasked Estep 
Score: -18116836.000000 Penalty: 5888.628906
	Iteration 0F: 3 clusters Score -1.811684e+07 nChanged 68263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 77130 members 
Entering Unmasked Estep 
Score: -18156636.000000 Penalty: 5888.628906
	Iteration 1F: 3 clusters Score -1.815664e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -18158406.000000 Penalty: 5888.628906
	Iteration 2Q: 3 clusters Score -1.815841e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 85351 members 
Entering Unmasked Estep 
Score: -18161148.000000 Penalty: 5888.628906
	Iteration 3Q: 3 clusters Score -1.816115e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -18165792.000000 Penalty: 5888.628906
	Iteration 4F: 3 clusters Score -1.816579e+07 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 103139 members 
Entering Unmasked Estep 
Score: -18173968.000000 Penalty: 5888.628906
	Iteration 5F: 3 clusters Score -1.817397e+07 nChanged 12187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 115200 members 
Entering Unmasked Estep 
Score: -18184892.000000 Penalty: 5888.628906
	Iteration 6F: 3 clusters Score -1.818489e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 126193 members 
Entering Unmasked Estep 
Score: -18195544.000000 Penalty: 5888.628906
	Iteration 7F: 3 clusters Score -1.819554e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 133751 members 
Entering Unmasked Estep 
Score: -18202648.000000 Penalty: 5888.628906
	Iteration 8F: 3 clusters Score -1.820265e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 137884 members 
Entering Unmasked Estep 
Score: -18206576.000000 Penalty: 5888.628906
	Iteration 9Q: 3 clusters Score -1.820658e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 139955 members 
Entering Unmasked Estep 
Score: -18208346.000000 Penalty: 5888.628906
	Iteration 10Q: 3 clusters Score -1.820835e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 141003 members 
Entering Unmasked Estep 
Score: -18209114.000000 Penalty: 5888.628906
	Iteration 11Q: 3 clusters Score -1.820911e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 141564 members 
Entering Unmasked Estep 
Score: -18209514.000000 Penalty: 5888.628906
	Iteration 12Q: 3 clusters Score -1.820951e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 141889 members 
Entering Unmasked Estep 
Score: -18209704.000000 Penalty: 5888.628906
	Iteration 13Q: 3 clusters Score -1.82097e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 142089 members 
Entering Unmasked Estep 
Score: -18209830.000000 Penalty: 5888.628906
	Iteration 14Q: 3 clusters Score -1.820983e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 142208 members 
Entering Unmasked Estep 
Score: -18209884.000000 Penalty: 5888.628906
	Iteration 15Q: 3 clusters Score -1.820988e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 142280 members 
Entering Unmasked Estep 
Score: -18209956.000000 Penalty: 5888.628906
	Iteration 16Q: 3 clusters Score -1.820996e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 142328 members 
Entering Unmasked Estep 
Score: -18209982.000000 Penalty: 5888.628906
	Iteration 17Q: 3 clusters Score -1.820998e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 142367 members 
Entering Unmasked Estep 
Score: -18210022.000000 Penalty: 5888.628906
	Iteration 18Q: 3 clusters Score -1.821002e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 142395 members 
Entering Unmasked Estep 
Score: -18210040.000000 Penalty: 5888.628906
	Iteration 19Q: 3 clusters Score -1.821004e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 142408 members 
Entering Unmasked Estep 
Score: -18210044.000000 Penalty: 5888.628906
	Iteration 20F: 3 clusters Score -1.821004e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 142418 members 
Entering Unmasked Estep 
Score: -18210056.000000 Penalty: 5888.628906
	Iteration 21Q: 3 clusters Score -1.821006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 142424 members 
Entering Unmasked Estep 
Score: -18210068.000000 Penalty: 5888.628906
	Iteration 22Q: 3 clusters Score -1.821007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 142432 members 
Entering Unmasked Estep 
Score: -18210084.000000 Penalty: 5888.628906
	Iteration 23Q: 3 clusters Score -1.821008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 142441 members 
Entering Unmasked Estep 
Score: -18210106.000000 Penalty: 5888.628906
	Iteration 24Q: 3 clusters Score -1.821011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 142447 members 
Entering Unmasked Estep 
Score: -18210086.000000 Penalty: 5888.628906
	Iteration 25Q: 3 clusters Score -1.821009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 142450 members 
Entering Unmasked Estep 
Score: -18210110.000000 Penalty: 5888.628906
	Iteration 26Q: 3 clusters Score -1.821011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 142454 members 
Entering Unmasked Estep 
Score: -18210100.000000 Penalty: 5888.628906
	Iteration 27Q: 3 clusters Score -1.82101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 142456 members 
Entering Unmasked Estep 
Score: -18210098.000000 Penalty: 5888.628906
	Iteration 28Q: 3 clusters Score -1.82101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 142462 members 
Entering Unmasked Estep 
Score: -18210108.000000 Penalty: 5888.628906
	Iteration 29Q: 3 clusters Score -1.821011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 142466 members 
Entering Unmasked Estep 
Score: -18210106.000000 Penalty: 5888.628906
	Iteration 30Q: 3 clusters Score -1.821011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 142470 members 
Entering Unmasked Estep 
Score: -18210098.000000 Penalty: 5888.628906
	Iteration 31Q: 3 clusters Score -1.82101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 142472 members 
Entering Unmasked Estep 
Score: -18210096.000000 Penalty: 5888.628906
	Iteration 32Q: 3 clusters Score -1.82101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 142473 members 
Entering Unmasked Estep 
Score: -18210102.000000 Penalty: 5888.628906
	Iteration 33Q: 3 clusters Score -1.82101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 142471 members 
Entering Unmasked Estep 
Score: -18210118.000000 Penalty: 5888.628906
	Iteration 34Q: 3 clusters Score -1.821012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 142473 members 
Entering Unmasked Estep 
Score: -18210112.000000 Penalty: 5888.628906
	Iteration 35Q: 3 clusters Score -1.821011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 142478 members 
Entering Unmasked Estep 
Score: -18210108.000000 Penalty: 5888.628906
	Iteration 36Q: 3 clusters Score -1.821011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 142481 members 
Entering Unmasked Estep 
Score: -18210102.000000 Penalty: 5888.628906
	Iteration 37Q: 3 clusters Score -1.82101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 142480 members 
Entering Unmasked Estep 
Score: -18210118.000000 Penalty: 5888.628906
	Iteration 38Q: 3 clusters Score -1.821012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 142480 members 
Entering Unmasked Estep 
Score: -18210118.000000 Penalty: 5888.628906
	Iteration 39F: 3 clusters Score -1.821012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Entering Unmasked Estep 
Score: -509664.687500 Penalty: 2064.315186
	Iteration 0F: 2 clusters Score -509664.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -505674.812500 Penalty: 4128.630371
	Iteration 0F: 3 clusters Score -505674.8 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -506705.718750 Penalty: 4128.630371
	Iteration 1F: 3 clusters Score -506705.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -507071.562500 Penalty: 4128.630371
	Iteration 2F: 3 clusters Score -507071.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -507399.375000 Penalty: 4128.630371
	Iteration 3F: 3 clusters Score -507399.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -507662.500000 Penalty: 4128.630371
	Iteration 4F: 3 clusters Score -507662.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -507914.187500 Penalty: 4128.630371
	Iteration 5F: 3 clusters Score -507914.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -508222.312500 Penalty: 4128.630371
	Iteration 6F: 3 clusters Score -508222.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -508581.125000 Penalty: 4128.630371
	Iteration 7F: 3 clusters Score -508581.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -509045.000000 Penalty: 4128.630371
	Iteration 8F: 3 clusters Score -509045 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -509472.812500 Penalty: 4128.630371
	Iteration 9F: 3 clusters Score -509472.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -509758.656250 Penalty: 4128.630371
	Iteration 10Q: 3 clusters Score -509758.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -509942.375000 Penalty: 4128.630371
	Iteration 11Q: 3 clusters Score -509942.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -510069.250000 Penalty: 4128.630371
	Iteration 12Q: 3 clusters Score -510069.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -510139.500000 Penalty: 4128.630371
	Iteration 13Q: 3 clusters Score -510139.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -510192.093750 Penalty: 4128.630371
	Iteration 14Q: 3 clusters Score -510192.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -510218.968750 Penalty: 4128.630371
	Iteration 15Q: 3 clusters Score -510219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -510223.250000 Penalty: 4128.630371
	Iteration 16Q: 3 clusters Score -510223.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -510226.093750 Penalty: 4128.630371
	Iteration 17Q: 3 clusters Score -510226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -510228.125000 Penalty: 4128.630371
	Iteration 18Q: 3 clusters Score -510228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -510228.312500 Penalty: 4128.630371
	Iteration 19Q: 3 clusters Score -510228.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -510229.375000 Penalty: 4128.630371
	Iteration 20F: 3 clusters Score -510229.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -510229.531250 Penalty: 4128.630371
	Iteration 21Q: 3 clusters Score -510229.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -510229.531250 Penalty: 4128.630371
	Iteration 22F: 3 clusters Score -510229.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143234 members 
Mstep: Class 2 contains 1966 members 
Mstep: Class 3 contains 144020 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156901 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 148268 members 
Mstep: Class 11 contains 70098 members 
Mstep: Class 12 contains 68956 members 
Mstep: Class 13 contains 77993 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148137 members 
Mstep: Class 17 contains 111530 members 
Mstep: Class 18 contains 32878 members 
Mstep: Class 19 contains 148939 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Mstep: Class 23 contains 2155 members 
Entering Unmasked Estep 
Score: -161337536.000000 Penalty: 80260.382812
Splitting cluster 2 changes total score from -161338560.000000 to -161337536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (144020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144020 members 
Entering Unmasked Estep 
Score: -18564220.000000 Penalty: 2945.671387
	Iteration 0F: 2 clusters Score -1.856422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71766 members 
Mstep: Class 2 contains 72254 members 
Entering Unmasked Estep 
Score: -18472250.000000 Penalty: 5891.342773
	Iteration 0F: 3 clusters Score -1.847225e+07 nChanged 68573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69551 members 
Mstep: Class 2 contains 74469 members 
Entering Unmasked Estep 
Score: -18511852.000000 Penalty: 5891.342773
	Iteration 1F: 3 clusters Score -1.851185e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Mstep: Class 2 contains 75799 members 
Entering Unmasked Estep 
Score: -18512508.000000 Penalty: 5891.342773
	Iteration 2Q: 3 clusters Score -1.851251e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66287 members 
Mstep: Class 2 contains 77733 members 
Entering Unmasked Estep 
Score: -18513388.000000 Penalty: 5891.342773
	Iteration 3Q: 3 clusters Score -1.851339e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 80685 members 
Entering Unmasked Estep 
Score: -18514672.000000 Penalty: 5891.342773
	Iteration 4Q: 3 clusters Score -1.851467e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 85090 members 
Entering Unmasked Estep 
Score: -18516428.000000 Penalty: 5891.342773
	Iteration 5Q: 3 clusters Score -1.851643e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -18519682.000000 Penalty: 5891.342773
	Iteration 6Q: 3 clusters Score -1.851968e+07 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 99979 members 
Entering Unmasked Estep 
Score: -18525574.000000 Penalty: 5891.342773
	Iteration 7F: 3 clusters Score -1.852557e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 110203 members 
Entering Unmasked Estep 
Score: -18533358.000000 Penalty: 5891.342773
	Iteration 8F: 3 clusters Score -1.853336e+07 nChanged 10040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 120031 members 
Entering Unmasked Estep 
Score: -18541314.000000 Penalty: 5891.342773
	Iteration 9F: 3 clusters Score -1.854131e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 127712 members 
Entering Unmasked Estep 
Score: -18547956.000000 Penalty: 5891.342773
	Iteration 10F: 3 clusters Score -1.854796e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 132884 members 
Entering Unmasked Estep 
Score: -18552650.000000 Penalty: 5891.342773
	Iteration 11Q: 3 clusters Score -1.855265e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 136182 members 
Entering Unmasked Estep 
Score: -18555756.000000 Penalty: 5891.342773
	Iteration 12Q: 3 clusters Score -1.855576e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 138282 members 
Entering Unmasked Estep 
Score: -18557792.000000 Penalty: 5891.342773
	Iteration 13Q: 3 clusters Score -1.855779e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 139675 members 
Entering Unmasked Estep 
Score: -18559210.000000 Penalty: 5891.342773
	Iteration 14Q: 3 clusters Score -1.855921e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 140614 members 
Entering Unmasked Estep 
Score: -18560004.000000 Penalty: 5891.342773
	Iteration 15Q: 3 clusters Score -1.856e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 141253 members 
Entering Unmasked Estep 
Score: -18560542.000000 Penalty: 5891.342773
	Iteration 16Q: 3 clusters Score -1.856054e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 141710 members 
Entering Unmasked Estep 
Score: -18560896.000000 Penalty: 5891.342773
	Iteration 17Q: 3 clusters Score -1.85609e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 142041 members 
Entering Unmasked Estep 
Score: -18561164.000000 Penalty: 5891.342773
	Iteration 18Q: 3 clusters Score -1.856116e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 142278 members 
Entering Unmasked Estep 
Score: -18561336.000000 Penalty: 5891.342773
	Iteration 19Q: 3 clusters Score -1.856134e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 142443 members 
Entering Unmasked Estep 
Score: -18561454.000000 Penalty: 5891.342773
	Iteration 20F: 3 clusters Score -1.856145e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 142571 members 
Entering Unmasked Estep 
Score: -18561562.000000 Penalty: 5891.342773
	Iteration 21Q: 3 clusters Score -1.856156e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 142661 members 
Entering Unmasked Estep 
Score: -18561596.000000 Penalty: 5891.342773
	Iteration 22Q: 3 clusters Score -1.85616e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 142737 members 
Entering Unmasked Estep 
Score: -18561694.000000 Penalty: 5891.342773
	Iteration 23Q: 3 clusters Score -1.856169e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 142785 members 
Entering Unmasked Estep 
Score: -18561754.000000 Penalty: 5891.342773
	Iteration 24Q: 3 clusters Score -1.856175e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 142829 members 
Entering Unmasked Estep 
Score: -18561774.000000 Penalty: 5891.342773
	Iteration 25Q: 3 clusters Score -1.856177e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 142863 members 
Entering Unmasked Estep 
Score: -18561814.000000 Penalty: 5891.342773
	Iteration 26Q: 3 clusters Score -1.856181e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 142890 members 
Entering Unmasked Estep 
Score: -18561838.000000 Penalty: 5891.342773
	Iteration 27Q: 3 clusters Score -1.856184e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 142913 members 
Entering Unmasked Estep 
Score: -18561856.000000 Penalty: 5891.342773
	Iteration 28Q: 3 clusters Score -1.856186e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 142934 members 
Entering Unmasked Estep 
Score: -18561850.000000 Penalty: 5891.342773
	Iteration 29Q: 3 clusters Score -1.856185e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 142952 members 
Entering Unmasked Estep 
Score: -18561860.000000 Penalty: 5891.342773
	Iteration 30Q: 3 clusters Score -1.856186e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 142969 members 
Entering Unmasked Estep 
Score: -18561878.000000 Penalty: 5891.342773
	Iteration 31Q: 3 clusters Score -1.856188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 142985 members 
Entering Unmasked Estep 
Score: -18561878.000000 Penalty: 5891.342773
	Iteration 32Q: 3 clusters Score -1.856188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 142996 members 
Entering Unmasked Estep 
Score: -18561876.000000 Penalty: 5891.342773
	Iteration 33Q: 3 clusters Score -1.856188e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 143006 members 
Entering Unmasked Estep 
Score: -18561872.000000 Penalty: 5891.342773
	Iteration 34Q: 3 clusters Score -1.856187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 143018 members 
Entering Unmasked Estep 
Score: -18561900.000000 Penalty: 5891.342773
	Iteration 35Q: 3 clusters Score -1.85619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 143022 members 
Entering Unmasked Estep 
Score: -18561888.000000 Penalty: 5891.342773
	Iteration 36Q: 3 clusters Score -1.856189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 143024 members 
Entering Unmasked Estep 
Score: -18561894.000000 Penalty: 5891.342773
	Iteration 37Q: 3 clusters Score -1.856189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 143027 members 
Entering Unmasked Estep 
Score: -18561902.000000 Penalty: 5891.342773
	Iteration 38Q: 3 clusters Score -1.85619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 143026 members 
Entering Unmasked Estep 
Score: -18561902.000000 Penalty: 5891.342773
	Iteration 39Q: 3 clusters Score -1.85619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 143026 members 
Entering Unmasked Estep 
Score: -18561902.000000 Penalty: 5891.342773
	Iteration 40F: 3 clusters Score -1.85619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Entering Unmasked Estep 
Score: -849999.000000 Penalty: 2197.790527
	Iteration 0F: 2 clusters Score -849999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -844242.250000 Penalty: 4395.581055
	Iteration 0F: 3 clusters Score -844242.2 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -845824.125000 Penalty: 4395.581055
	Iteration 1F: 3 clusters Score -845824.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -846298.000000 Penalty: 4395.581055
	Iteration 2F: 3 clusters Score -846298 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -846695.062500 Penalty: 4395.581055
	Iteration 3F: 3 clusters Score -846695.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -847024.312500 Penalty: 4395.581055
	Iteration 4F: 3 clusters Score -847024.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -847294.687500 Penalty: 4395.581055
	Iteration 5F: 3 clusters Score -847294.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -847504.437500 Penalty: 4395.581055
	Iteration 6F: 3 clusters Score -847504.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -847678.937500 Penalty: 4395.581055
	Iteration 7Q: 3 clusters Score -847678.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -847813.937500 Penalty: 4395.581055
	Iteration 8Q: 3 clusters Score -847813.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -847936.250000 Penalty: 4395.581055
	Iteration 9Q: 3 clusters Score -847936.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -848033.000000 Penalty: 4395.581055
	Iteration 10Q: 3 clusters Score -848033 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -848109.500000 Penalty: 4395.581055
	Iteration 11Q: 3 clusters Score -848109.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -848190.125000 Penalty: 4395.581055
	Iteration 12Q: 3 clusters Score -848190.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -848260.812500 Penalty: 4395.581055
	Iteration 13Q: 3 clusters Score -848260.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -848322.812500 Penalty: 4395.581055
	Iteration 14Q: 3 clusters Score -848322.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -848375.125000 Penalty: 4395.581055
	Iteration 15Q: 3 clusters Score -848375.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -848413.625000 Penalty: 4395.581055
	Iteration 16Q: 3 clusters Score -848413.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -848443.687500 Penalty: 4395.581055
	Iteration 17Q: 3 clusters Score -848443.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -848462.875000 Penalty: 4395.581055
	Iteration 18Q: 3 clusters Score -848462.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -848476.875000 Penalty: 4395.581055
	Iteration 19Q: 3 clusters Score -848476.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -848488.500000 Penalty: 4395.581055
	Iteration 20F: 3 clusters Score -848488.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -848493.000000 Penalty: 4395.581055
	Iteration 21Q: 3 clusters Score -848493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -848499.187500 Penalty: 4395.581055
	Iteration 22Q: 3 clusters Score -848499.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -848501.125000 Penalty: 4395.581055
	Iteration 23Q: 3 clusters Score -848501.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -848502.375000 Penalty: 4395.581055
	Iteration 24Q: 3 clusters Score -848502.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -848503.437500 Penalty: 4395.581055
	Iteration 25Q: 3 clusters Score -848503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -848506.750000 Penalty: 4395.581055
	Iteration 26Q: 3 clusters Score -848506.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -848507.687500 Penalty: 4395.581055
	Iteration 27Q: 3 clusters Score -848507.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -848507.687500 Penalty: 4395.581055
	Iteration 28Q: 3 clusters Score -848507.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -848508.312500 Penalty: 4395.581055
	Iteration 29Q: 3 clusters Score -848508.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -848508.312500 Penalty: 4395.581055
	Iteration 30F: 3 clusters Score -848508.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (156901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156901 members 
Entering Unmasked Estep 
Score: -20182756.000000 Penalty: 2966.915771
	Iteration 0F: 2 clusters Score -2.018276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78344 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -20080364.000000 Penalty: 5933.831543
	Iteration 0F: 3 clusters Score -2.008036e+07 nChanged 74703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75557 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -20123854.000000 Penalty: 5933.831543
	Iteration 1F: 3 clusters Score -2.012385e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73476 members 
Mstep: Class 2 contains 83425 members 
Entering Unmasked Estep 
Score: -20124750.000000 Penalty: 5933.831543
	Iteration 2Q: 3 clusters Score -2.012475e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 86627 members 
Entering Unmasked Estep 
Score: -20125956.000000 Penalty: 5933.831543
	Iteration 3Q: 3 clusters Score -2.012596e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 91499 members 
Entering Unmasked Estep 
Score: -20127854.000000 Penalty: 5933.831543
	Iteration 4Q: 3 clusters Score -2.012785e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 98646 members 
Entering Unmasked Estep 
Score: -20131308.000000 Penalty: 5933.831543
	Iteration 5F: 3 clusters Score -2.013131e+07 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 108738 members 
Entering Unmasked Estep 
Score: -20137808.000000 Penalty: 5933.831543
	Iteration 6F: 3 clusters Score -2.013781e+07 nChanged 12946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 121548 members 
Entering Unmasked Estep 
Score: -20148248.000000 Penalty: 5933.831543
	Iteration 7F: 3 clusters Score -2.014825e+07 nChanged 13931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 135419 members 
Entering Unmasked Estep 
Score: -20161278.000000 Penalty: 5933.831543
	Iteration 8F: 3 clusters Score -2.016128e+07 nChanged 11272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 146673 members 
Entering Unmasked Estep 
Score: -20172442.000000 Penalty: 5933.831543
	Iteration 9F: 3 clusters Score -2.017244e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 152983 members 
Entering Unmasked Estep 
Score: -20177882.000000 Penalty: 5933.831543
	Iteration 10Q: 3 clusters Score -2.017788e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 155541 members 
Entering Unmasked Estep 
Score: -20179422.000000 Penalty: 5933.831543
	Iteration 11Q: 3 clusters Score -2.017942e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 156291 members 
Entering Unmasked Estep 
Score: -20179816.000000 Penalty: 5933.831543
	Iteration 12Q: 3 clusters Score -2.017982e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 156503 members 
Entering Unmasked Estep 
Score: -20180014.000000 Penalty: 5933.831543
	Iteration 13Q: 3 clusters Score -2.018001e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 156573 members 
Entering Unmasked Estep 
Score: -20180086.000000 Penalty: 5933.831543
	Iteration 14Q: 3 clusters Score -2.018009e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 156605 members 
Entering Unmasked Estep 
Score: -20180106.000000 Penalty: 5933.831543
	Iteration 15Q: 3 clusters Score -2.018011e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 156615 members 
Entering Unmasked Estep 
Score: -20180150.000000 Penalty: 5933.831543
	Iteration 16Q: 3 clusters Score -2.018015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 156625 members 
Entering Unmasked Estep 
Score: -20180146.000000 Penalty: 5933.831543
	Iteration 17Q: 3 clusters Score -2.018015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 156637 members 
Entering Unmasked Estep 
Score: -20180182.000000 Penalty: 5933.831543
	Iteration 18Q: 3 clusters Score -2.018018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 156648 members 
Entering Unmasked Estep 
Score: -20180200.000000 Penalty: 5933.831543
	Iteration 19Q: 3 clusters Score -2.01802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 156651 members 
Entering Unmasked Estep 
Score: -20180202.000000 Penalty: 5933.831543
	Iteration 20F: 3 clusters Score -2.01802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 156655 members 
Entering Unmasked Estep 
Score: -20180210.000000 Penalty: 5933.831543
	Iteration 21Q: 3 clusters Score -2.018021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 156657 members 
Entering Unmasked Estep 
Score: -20180206.000000 Penalty: 5933.831543
	Iteration 22Q: 3 clusters Score -2.018021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 156659 members 
Entering Unmasked Estep 
Score: -20180218.000000 Penalty: 5933.831543
	Iteration 23Q: 3 clusters Score -2.018022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 156659 members 
Entering Unmasked Estep 
Score: -20180218.000000 Penalty: 5933.831543
	Iteration 24F: 3 clusters Score -2.018022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1961427.875000 Penalty: 2388.639893
	Iteration 0F: 2 clusters Score -1961428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1950414.125000 Penalty: 4777.279785
	Iteration 0F: 3 clusters Score -1950414 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1953896.125000 Penalty: 4777.279785
	Iteration 1F: 3 clusters Score -1953896 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1954253.000000 Penalty: 4777.279785
	Iteration 2F: 3 clusters Score -1954253 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1954552.125000 Penalty: 4777.279785
	Iteration 3Q: 3 clusters Score -1954552 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1954834.875000 Penalty: 4777.279785
	Iteration 4Q: 3 clusters Score -1954835 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1955157.750000 Penalty: 4777.279785
	Iteration 5Q: 3 clusters Score -1955158 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1955546.625000 Penalty: 4777.279785
	Iteration 6Q: 3 clusters Score -1955547 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1956078.375000 Penalty: 4777.279785
	Iteration 7F: 3 clusters Score -1956078 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1956692.750000 Penalty: 4777.279785
	Iteration 8F: 3 clusters Score -1956693 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1957381.750000 Penalty: 4777.279785
	Iteration 9F: 3 clusters Score -1957382 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1957999.750000 Penalty: 4777.279785
	Iteration 10Q: 3 clusters Score -1958000 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1958475.500000 Penalty: 4777.279785
	Iteration 11Q: 3 clusters Score -1958476 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1958770.250000 Penalty: 4777.279785
	Iteration 12Q: 3 clusters Score -1958770 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1958952.250000 Penalty: 4777.279785
	Iteration 13Q: 3 clusters Score -1958952 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1959048.125000 Penalty: 4777.279785
	Iteration 14Q: 3 clusters Score -1959048 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1959104.375000 Penalty: 4777.279785
	Iteration 15Q: 3 clusters Score -1959104 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1959146.500000 Penalty: 4777.279785
	Iteration 16Q: 3 clusters Score -1959146 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1959181.375000 Penalty: 4777.279785
	Iteration 17Q: 3 clusters Score -1959181 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1959205.625000 Penalty: 4777.279785
	Iteration 18Q: 3 clusters Score -1959206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1959225.125000 Penalty: 4777.279785
	Iteration 19Q: 3 clusters Score -1959225 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1959245.875000 Penalty: 4777.279785
	Iteration 20F: 3 clusters Score -1959246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1959255.250000 Penalty: 4777.279785
	Iteration 21Q: 3 clusters Score -1959255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1959268.250000 Penalty: 4777.279785
	Iteration 22Q: 3 clusters Score -1959268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1959284.000000 Penalty: 4777.279785
	Iteration 23Q: 3 clusters Score -1959284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1959292.875000 Penalty: 4777.279785
	Iteration 24Q: 3 clusters Score -1959293 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1959300.875000 Penalty: 4777.279785
	Iteration 25Q: 3 clusters Score -1959301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1959315.500000 Penalty: 4777.279785
	Iteration 26Q: 3 clusters Score -1959316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1959322.625000 Penalty: 4777.279785
	Iteration 27Q: 3 clusters Score -1959323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1959333.750000 Penalty: 4777.279785
	Iteration 28Q: 3 clusters Score -1959334 nChanged 28
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: -1959340.625000 Penalty: 4777.279785
	Iteration 29Q: 3 clusters Score -1959341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1959350.500000 Penalty: 4777.279785
	Iteration 30Q: 3 clusters Score -1959350 nChanged 27
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: -1959359.375000 Penalty: 4777.279785
	Iteration 31Q: 3 clusters Score -1959359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1959371.125000 Penalty: 4777.279785
	Iteration 32Q: 3 clusters Score -1959371 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1959393.750000 Penalty: 4777.279785
	Iteration 33Q: 3 clusters Score -1959394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1959410.625000 Penalty: 4777.279785
	Iteration 34Q: 3 clusters Score -1959411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1959417.250000 Penalty: 4777.279785
	Iteration 35Q: 3 clusters Score -1959417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1959424.625000 Penalty: 4777.279785
	Iteration 36Q: 3 clusters Score -1959425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1959432.500000 Penalty: 4777.279785
	Iteration 37Q: 3 clusters Score -1959432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1959441.125000 Penalty: 4777.279785
	Iteration 38Q: 3 clusters Score -1959441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1959446.125000 Penalty: 4777.279785
	Iteration 39Q: 3 clusters Score -1959446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1959448.625000 Penalty: 4777.279785
	Iteration 40F: 3 clusters Score -1959449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1959449.750000 Penalty: 4777.279785
	Iteration 41Q: 3 clusters Score -1959450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1959450.875000 Penalty: 4777.279785
	Iteration 42Q: 3 clusters Score -1959451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1959452.875000 Penalty: 4777.279785
	Iteration 43Q: 3 clusters Score -1959453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1959454.625000 Penalty: 4777.279785
	Iteration 44Q: 3 clusters Score -1959455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1959454.875000 Penalty: 4777.279785
	Iteration 45Q: 3 clusters Score -1959455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1959457.875000 Penalty: 4777.279785
	Iteration 46Q: 3 clusters Score -1959458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1959458.000000 Penalty: 4777.279785
	Iteration 47Q: 3 clusters Score -1959458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1959460.500000 Penalty: 4777.279785
	Iteration 48Q: 3 clusters Score -1959460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1959459.875000 Penalty: 4777.279785
	Iteration 49Q: 3 clusters Score -1959460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1959459.875000 Penalty: 4777.279785
	Iteration 50F: 3 clusters Score -1959460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -46010.285156 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -46010.29 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 220 members 
Entering Unmasked Estep 
Score: -44564.652344 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -44564.65 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44740.902344 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -44740.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44800.457031 Penalty: 3007.637451
	Iteration 2Q: 3 clusters Score -44800.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44847.699219 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -44847.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44915.320312 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -44915.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44969.242188 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -44969.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45078.925781 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -45078.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45195.457031 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -45195.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45357.625000 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -45357.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45474.031250 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -45474.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45583.597656 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -45583.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45648.117188 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -45648.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45677.859375 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -45677.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45731.562500 Penalty: 3007.637451
	Iteration 13Q: 3 clusters Score -45731.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45839.542969 Penalty: 3007.637451
	Iteration 14Q: 3 clusters Score -45839.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45975.195312 Penalty: 3007.637451
	Iteration 15Q: 3 clusters Score -45975.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45990.601562 Penalty: 3007.637451
	Iteration 16Q: 3 clusters Score -45990.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45994.453125 Penalty: 3007.637451
	Iteration 17F: 3 clusters Score -45994.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46006.070312 Penalty: 3007.637451
	Iteration 18Q: 3 clusters Score -46006.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46036.792969 Penalty: 3007.637451
	Iteration 19Q: 3 clusters Score -46036.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46042.402344 Penalty: 3007.637451
	Iteration 20F: 3 clusters Score -46042.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143234 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 144020 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156901 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 199 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 148268 members 
Mstep: Class 11 contains 70098 members 
Mstep: Class 12 contains 68956 members 
Mstep: Class 13 contains 77993 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148137 members 
Mstep: Class 17 contains 111530 members 
Mstep: Class 18 contains 32878 members 
Mstep: Class 19 contains 148939 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Mstep: Class 23 contains 231 members 
Entering Unmasked Estep 
Score: -161336720.000000 Penalty: 80260.382812
Splitting cluster 7 changes total score from -161338560.000000 to -161336720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -134150.453125 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -134150.5 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 568 members 
Entering Unmasked Estep 
Score: -132155.625000 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -132155.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -132629.359375 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -132629.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -132842.640625 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -132842.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -133037.437500 Penalty: 3506.235596
	Iteration 3F: 3 clusters Score -133037.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -133176.000000 Penalty: 3506.235596
	Iteration 4F: 3 clusters Score -133176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -133291.703125 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -133291.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -133403.531250 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -133403.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -133510.171875 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -133510.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -133589.406250 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -133589.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -133636.625000 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -133636.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -133662.062500 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -133662.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -133678.750000 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -133678.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -133694.640625 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -133694.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -133717.984375 Penalty: 3506.235596
	Iteration 13Q: 3 clusters Score -133718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -133772.250000 Penalty: 3506.235596
	Iteration 14Q: 3 clusters Score -133772.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -133841.312500 Penalty: 3506.235596
	Iteration 15Q: 3 clusters Score -133841.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -133922.359375 Penalty: 3506.235596
	Iteration 16Q: 3 clusters Score -133922.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -133984.906250 Penalty: 3506.235596
	Iteration 17Q: 3 clusters Score -133984.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -134009.968750 Penalty: 3506.235596
	Iteration 18Q: 3 clusters Score -134010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -134036.968750 Penalty: 3506.235596
	Iteration 19Q: 3 clusters Score -134037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -134055.093750 Penalty: 3506.235596
	Iteration 20F: 3 clusters Score -134055.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -134064.531250 Penalty: 3506.235596
	Iteration 21Q: 3 clusters Score -134064.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -134071.625000 Penalty: 3506.235596
	Iteration 22Q: 3 clusters Score -134071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -134079.296875 Penalty: 3506.235596
	Iteration 23Q: 3 clusters Score -134079.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134081.484375 Penalty: 3506.235596
	Iteration 24Q: 3 clusters Score -134081.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -134084.328125 Penalty: 3506.235596
	Iteration 25Q: 3 clusters Score -134084.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134085.812500 Penalty: 3506.235596
	Iteration 26Q: 3 clusters Score -134085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -134090.156250 Penalty: 3506.235596
	Iteration 27Q: 3 clusters Score -134090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -134092.031250 Penalty: 3506.235596
	Iteration 28Q: 3 clusters Score -134092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -134094.046875 Penalty: 3506.235596
	Iteration 29Q: 3 clusters Score -134094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -134094.046875 Penalty: 3506.235596
	Iteration 30F: 3 clusters Score -134094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Entering Unmasked Estep 
Score: -1145687.625000 Penalty: 2269.898438
	Iteration 0F: 2 clusters Score -1145688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1138404.125000 Penalty: 4539.796875
	Iteration 0F: 3 clusters Score -1138404 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1140753.625000 Penalty: 4539.796875
	Iteration 1F: 3 clusters Score -1140754 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1141302.250000 Penalty: 4539.796875
	Iteration 2F: 3 clusters Score -1141302 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1141896.000000 Penalty: 4539.796875
	Iteration 3F: 3 clusters Score -1141896 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1142511.000000 Penalty: 4539.796875
	Iteration 4F: 3 clusters Score -1142511 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1143126.250000 Penalty: 4539.796875
	Iteration 5F: 3 clusters Score -1143126 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1143651.875000 Penalty: 4539.796875
	Iteration 6F: 3 clusters Score -1143652 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1144022.375000 Penalty: 4539.796875
	Iteration 7F: 3 clusters Score -1144022 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1144245.875000 Penalty: 4539.796875
	Iteration 8Q: 3 clusters Score -1144246 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1144386.250000 Penalty: 4539.796875
	Iteration 9Q: 3 clusters Score -1144386 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1144476.375000 Penalty: 4539.796875
	Iteration 10Q: 3 clusters Score -1144476 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1144522.375000 Penalty: 4539.796875
	Iteration 11Q: 3 clusters Score -1144522 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1144544.250000 Penalty: 4539.796875
	Iteration 12Q: 3 clusters Score -1144544 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1144571.750000 Penalty: 4539.796875
	Iteration 13Q: 3 clusters Score -1144572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1144592.875000 Penalty: 4539.796875
	Iteration 14Q: 3 clusters Score -1144593 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1144618.750000 Penalty: 4539.796875
	Iteration 15Q: 3 clusters Score -1144619 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1144658.125000 Penalty: 4539.796875
	Iteration 16Q: 3 clusters Score -1144658 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1144708.375000 Penalty: 4539.796875
	Iteration 17Q: 3 clusters Score -1144708 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1144757.750000 Penalty: 4539.796875
	Iteration 18Q: 3 clusters Score -1144758 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1144789.500000 Penalty: 4539.796875
	Iteration 19Q: 3 clusters Score -1144790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1144808.500000 Penalty: 4539.796875
	Iteration 20F: 3 clusters Score -1144808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1144823.875000 Penalty: 4539.796875
	Iteration 21Q: 3 clusters Score -1144824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1144845.750000 Penalty: 4539.796875
	Iteration 22Q: 3 clusters Score -1144846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1144867.250000 Penalty: 4539.796875
	Iteration 23Q: 3 clusters Score -1144867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1144883.625000 Penalty: 4539.796875
	Iteration 24Q: 3 clusters Score -1144884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1144900.250000 Penalty: 4539.796875
	Iteration 25Q: 3 clusters Score -1144900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1144911.500000 Penalty: 4539.796875
	Iteration 26Q: 3 clusters Score -1144912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1144916.500000 Penalty: 4539.796875
	Iteration 27Q: 3 clusters Score -1144916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1144923.375000 Penalty: 4539.796875
	Iteration 28Q: 3 clusters Score -1144923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1144932.375000 Penalty: 4539.796875
	Iteration 29Q: 3 clusters Score -1144932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1144934.625000 Penalty: 4539.796875
	Iteration 30Q: 3 clusters Score -1144935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1144933.750000 Penalty: 4539.796875
	Iteration 31Q: 3 clusters Score -1144934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1144935.875000 Penalty: 4539.796875
	Iteration 32Q: 3 clusters Score -1144936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1144936.000000 Penalty: 4539.796875
	Iteration 33Q: 3 clusters Score -1144936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1144935.625000 Penalty: 4539.796875
	Iteration 34Q: 3 clusters Score -1144936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1144938.125000 Penalty: 4539.796875
	Iteration 35Q: 3 clusters Score -1144938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1144937.875000 Penalty: 4539.796875
	Iteration 36Q: 3 clusters Score -1144938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1144938.375000 Penalty: 4539.796875
	Iteration 37Q: 3 clusters Score -1144938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1144938.375000 Penalty: 4539.796875
	Iteration 38F: 3 clusters Score -1144938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (148268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148268 members 
Entering Unmasked Estep 
Score: -19008626.000000 Penalty: 2952.880615
	Iteration 0F: 2 clusters Score -1.900863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74058 members 
Mstep: Class 2 contains 74210 members 
Entering Unmasked Estep 
Score: -18913548.000000 Penalty: 5905.761230
	Iteration 0F: 3 clusters Score -1.891355e+07 nChanged 70782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73720 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -18954448.000000 Penalty: 5905.761230
	Iteration 1F: 3 clusters Score -1.895445e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 74710 members 
Entering Unmasked Estep 
Score: -18955534.000000 Penalty: 5905.761230
	Iteration 2Q: 3 clusters Score -1.895553e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73402 members 
Mstep: Class 2 contains 74866 members 
Entering Unmasked Estep 
Score: -18956836.000000 Penalty: 5905.761230
	Iteration 3Q: 3 clusters Score -1.895684e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 75094 members 
Entering Unmasked Estep 
Score: -18959182.000000 Penalty: 5905.761230
	Iteration 4Q: 3 clusters Score -1.895918e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 75429 members 
Entering Unmasked Estep 
Score: -18962274.000000 Penalty: 5905.761230
	Iteration 5Q: 3 clusters Score -1.896227e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72152 members 
Mstep: Class 2 contains 76116 members 
Entering Unmasked Estep 
Score: -18966604.000000 Penalty: 5905.761230
	Iteration 6F: 3 clusters Score -1.89666e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71416 members 
Mstep: Class 2 contains 76852 members 
Entering Unmasked Estep 
Score: -18972608.000000 Penalty: 5905.761230
	Iteration 7F: 3 clusters Score -1.897261e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 77360 members 
Entering Unmasked Estep 
Score: -18979364.000000 Penalty: 5905.761230
	Iteration 8F: 3 clusters Score -1.897936e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 77832 members 
Entering Unmasked Estep 
Score: -18985010.000000 Penalty: 5905.761230
	Iteration 9F: 3 clusters Score -1.898501e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70193 members 
Mstep: Class 2 contains 78075 members 
Entering Unmasked Estep 
Score: -18987802.000000 Penalty: 5905.761230
	Iteration 10Q: 3 clusters Score -1.89878e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 78105 members 
Entering Unmasked Estep 
Score: -18988876.000000 Penalty: 5905.761230
	Iteration 11Q: 3 clusters Score -1.898888e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70210 members 
Mstep: Class 2 contains 78058 members 
Entering Unmasked Estep 
Score: -18989230.000000 Penalty: 5905.761230
	Iteration 12Q: 3 clusters Score -1.898923e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 77989 members 
Entering Unmasked Estep 
Score: -18989358.000000 Penalty: 5905.761230
	Iteration 13Q: 3 clusters Score -1.898936e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70337 members 
Mstep: Class 2 contains 77931 members 
Entering Unmasked Estep 
Score: -18989454.000000 Penalty: 5905.761230
	Iteration 14Q: 3 clusters Score -1.898945e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 77779 members 
Entering Unmasked Estep 
Score: -18989564.000000 Penalty: 5905.761230
	Iteration 15Q: 3 clusters Score -1.898956e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 77577 members 
Entering Unmasked Estep 
Score: -18989686.000000 Penalty: 5905.761230
	Iteration 16Q: 3 clusters Score -1.898969e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 77287 members 
Entering Unmasked Estep 
Score: -18989806.000000 Penalty: 5905.761230
	Iteration 17Q: 3 clusters Score -1.898981e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71304 members 
Mstep: Class 2 contains 76964 members 
Entering Unmasked Estep 
Score: -18989968.000000 Penalty: 5905.761230
	Iteration 18Q: 3 clusters Score -1.898997e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71756 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -18990110.000000 Penalty: 5905.761230
	Iteration 19Q: 3 clusters Score -1.899011e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 75924 members 
Entering Unmasked Estep 
Score: -18990400.000000 Penalty: 5905.761230
	Iteration 20F: 3 clusters Score -1.89904e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73068 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -18990608.000000 Penalty: 5905.761230
	Iteration 21Q: 3 clusters Score -1.899061e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 74388 members 
Entering Unmasked Estep 
Score: -18990910.000000 Penalty: 5905.761230
	Iteration 22Q: 3 clusters Score -1.899091e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74777 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -18991208.000000 Penalty: 5905.761230
	Iteration 23Q: 3 clusters Score -1.899121e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75710 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -18991572.000000 Penalty: 5905.761230
	Iteration 24Q: 3 clusters Score -1.899157e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76718 members 
Mstep: Class 2 contains 71550 members 
Entering Unmasked Estep 
Score: -18991766.000000 Penalty: 5905.761230
	Iteration 25Q: 3 clusters Score -1.899177e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77718 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -18992012.000000 Penalty: 5905.761230
	Iteration 26Q: 3 clusters Score -1.899201e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78767 members 
Mstep: Class 2 contains 69501 members 
Entering Unmasked Estep 
Score: -18992212.000000 Penalty: 5905.761230
	Iteration 27Q: 3 clusters Score -1.899221e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79880 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -18992354.000000 Penalty: 5905.761230
	Iteration 28Q: 3 clusters Score -1.899235e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 67215 members 
Entering Unmasked Estep 
Score: -18992644.000000 Penalty: 5905.761230
	Iteration 29Q: 3 clusters Score -1.899264e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -18992872.000000 Penalty: 5905.761230
	Iteration 30Q: 3 clusters Score -1.899287e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -18993100.000000 Penalty: 5905.761230
	Iteration 31Q: 3 clusters Score -1.89931e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -18993308.000000 Penalty: 5905.761230
	Iteration 32Q: 3 clusters Score -1.899331e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86312 members 
Mstep: Class 2 contains 61956 members 
Entering Unmasked Estep 
Score: -18993454.000000 Penalty: 5905.761230
	Iteration 33Q: 3 clusters Score -1.899345e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87809 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
Score: -18993656.000000 Penalty: 5905.761230
	Iteration 34Q: 3 clusters Score -1.899366e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89323 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -18993696.000000 Penalty: 5905.761230
	Iteration 35Q: 3 clusters Score -1.89937e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90925 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -18993986.000000 Penalty: 5905.761230
	Iteration 36Q: 3 clusters Score -1.899399e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -18994186.000000 Penalty: 5905.761230
	Iteration 37Q: 3 clusters Score -1.899419e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94274 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -18994332.000000 Penalty: 5905.761230
	Iteration 38Q: 3 clusters Score -1.899433e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95990 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -18994538.000000 Penalty: 5905.761230
	Iteration 39Q: 3 clusters Score -1.899454e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97710 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -18994896.000000 Penalty: 5905.761230
	Iteration 40F: 3 clusters Score -1.89949e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99499 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -18995058.000000 Penalty: 5905.761230
	Iteration 41Q: 3 clusters Score -1.899506e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101299 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -18995216.000000 Penalty: 5905.761230
	Iteration 42Q: 3 clusters Score -1.899522e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103153 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -18995478.000000 Penalty: 5905.761230
	Iteration 43Q: 3 clusters Score -1.899548e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105041 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -18995712.000000 Penalty: 5905.761230
	Iteration 44Q: 3 clusters Score -1.899571e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106985 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -18996112.000000 Penalty: 5905.761230
	Iteration 45Q: 3 clusters Score -1.899611e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108912 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -18996440.000000 Penalty: 5905.761230
	Iteration 46Q: 3 clusters Score -1.899644e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110981 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -18996804.000000 Penalty: 5905.761230
	Iteration 47Q: 3 clusters Score -1.89968e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113192 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -18997272.000000 Penalty: 5905.761230
	Iteration 48Q: 3 clusters Score -1.899727e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115449 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -18997780.000000 Penalty: 5905.761230
	Iteration 49Q: 3 clusters Score -1.899778e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117682 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -18998236.000000 Penalty: 5905.761230
	Iteration 50Q: 3 clusters Score -1.899824e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119841 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -18998720.000000 Penalty: 5905.761230
	Iteration 51Q: 3 clusters Score -1.899872e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121918 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -18999170.000000 Penalty: 5905.761230
	Iteration 52Q: 3 clusters Score -1.899917e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123950 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -18999714.000000 Penalty: 5905.761230
	Iteration 53Q: 3 clusters Score -1.899971e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125990 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -19000234.000000 Penalty: 5905.761230
	Iteration 54Q: 3 clusters Score -1.900023e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127993 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -19000762.000000 Penalty: 5905.761230
	Iteration 55Q: 3 clusters Score -1.900076e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129855 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -19001278.000000 Penalty: 5905.761230
	Iteration 56Q: 3 clusters Score -1.900128e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131646 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -19001814.000000 Penalty: 5905.761230
	Iteration 57Q: 3 clusters Score -1.900181e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133325 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -19002376.000000 Penalty: 5905.761230
	Iteration 58Q: 3 clusters Score -1.900238e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134928 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -19002952.000000 Penalty: 5905.761230
	Iteration 59Q: 3 clusters Score -1.900295e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136469 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -19003502.000000 Penalty: 5905.761230
	Iteration 60F: 3 clusters Score -1.90035e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137888 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -19004086.000000 Penalty: 5905.761230
	Iteration 61Q: 3 clusters Score -1.900409e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139203 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -19004592.000000 Penalty: 5905.761230
	Iteration 62Q: 3 clusters Score -1.900459e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140322 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -19005000.000000 Penalty: 5905.761230
	Iteration 63Q: 3 clusters Score -1.9005e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141298 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -19005272.000000 Penalty: 5905.761230
	Iteration 64Q: 3 clusters Score -1.900527e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142181 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -19005552.000000 Penalty: 5905.761230
	Iteration 65Q: 3 clusters Score -1.900555e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142955 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -19005714.000000 Penalty: 5905.761230
	Iteration 66Q: 3 clusters Score -1.900571e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143627 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -19005878.000000 Penalty: 5905.761230
	Iteration 67Q: 3 clusters Score -1.900588e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144171 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -19006000.000000 Penalty: 5905.761230
	Iteration 68Q: 3 clusters Score -1.9006e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144625 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -19006052.000000 Penalty: 5905.761230
	Iteration 69Q: 3 clusters Score -1.900605e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144996 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -19006156.000000 Penalty: 5905.761230
	Iteration 70Q: 3 clusters Score -1.900616e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145310 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -19006186.000000 Penalty: 5905.761230
	Iteration 71Q: 3 clusters Score -1.900619e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145562 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -19006282.000000 Penalty: 5905.761230
	Iteration 72Q: 3 clusters Score -1.900628e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145777 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -19006322.000000 Penalty: 5905.761230
	Iteration 73Q: 3 clusters Score -1.900632e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145938 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -19006358.000000 Penalty: 5905.761230
	Iteration 74Q: 3 clusters Score -1.900636e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146099 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -19006420.000000 Penalty: 5905.761230
	Iteration 75Q: 3 clusters Score -1.900642e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146222 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -19006468.000000 Penalty: 5905.761230
	Iteration 76Q: 3 clusters Score -1.900647e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146349 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -19006502.000000 Penalty: 5905.761230
	Iteration 77Q: 3 clusters Score -1.90065e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146458 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -19006532.000000 Penalty: 5905.761230
	Iteration 78Q: 3 clusters Score -1.900653e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146550 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -19006572.000000 Penalty: 5905.761230
	Iteration 79Q: 3 clusters Score -1.900657e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146627 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -19006588.000000 Penalty: 5905.761230
	Iteration 80F: 3 clusters Score -1.900659e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146683 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -19006560.000000 Penalty: 5905.761230
	Iteration 81Q: 3 clusters Score -1.900656e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146729 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -19006550.000000 Penalty: 5905.761230
	Iteration 82Q: 3 clusters Score -1.900655e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146775 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -19006578.000000 Penalty: 5905.761230
	Iteration 83Q: 3 clusters Score -1.900658e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146842 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -19006576.000000 Penalty: 5905.761230
	Iteration 84Q: 3 clusters Score -1.900658e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146885 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -19006580.000000 Penalty: 5905.761230
	Iteration 85Q: 3 clusters Score -1.900658e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146919 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -19006582.000000 Penalty: 5905.761230
	Iteration 86Q: 3 clusters Score -1.900658e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146949 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -19006602.000000 Penalty: 5905.761230
	Iteration 87Q: 3 clusters Score -1.90066e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146977 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -19006606.000000 Penalty: 5905.761230
	Iteration 88Q: 3 clusters Score -1.900661e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146992 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -19006588.000000 Penalty: 5905.761230
	Iteration 89Q: 3 clusters Score -1.900659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147003 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -19006588.000000 Penalty: 5905.761230
	Iteration 90Q: 3 clusters Score -1.900659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147011 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -19006590.000000 Penalty: 5905.761230
	Iteration 91Q: 3 clusters Score -1.900659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147017 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -19006600.000000 Penalty: 5905.761230
	Iteration 92Q: 3 clusters Score -1.90066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147020 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -19006610.000000 Penalty: 5905.761230
	Iteration 93Q: 3 clusters Score -1.900661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147027 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -19006610.000000 Penalty: 5905.761230
	Iteration 94Q: 3 clusters Score -1.900661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147034 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -19006600.000000 Penalty: 5905.761230
	Iteration 95Q: 3 clusters Score -1.90066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147040 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -19006606.000000 Penalty: 5905.761230
	Iteration 96Q: 3 clusters Score -1.900661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147045 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -19006608.000000 Penalty: 5905.761230
	Iteration 97Q: 3 clusters Score -1.900661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147047 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -19006608.000000 Penalty: 5905.761230
	Iteration 98Q: 3 clusters Score -1.900661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147051 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -19006622.000000 Penalty: 5905.761230
	Iteration 99Q: 3 clusters Score -1.900662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147050 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -19006612.000000 Penalty: 5905.761230
	Iteration 100F: 3 clusters Score -1.900661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Entering Unmasked Estep 
Score: -8982859.000000 Penalty: 2767.097168
	Iteration 0F: 2 clusters Score -8982859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -8935542.000000 Penalty: 5534.194336
	Iteration 0F: 3 clusters Score -8935542 nChanged 32942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -8954251.000000 Penalty: 5534.194336
	Iteration 1F: 3 clusters Score -8954251 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -8955104.000000 Penalty: 5534.194336
	Iteration 2Q: 3 clusters Score -8955104 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -8955990.000000 Penalty: 5534.194336
	Iteration 3Q: 3 clusters Score -8955990 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -8957135.000000 Penalty: 5534.194336
	Iteration 4Q: 3 clusters Score -8957135 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -8958516.000000 Penalty: 5534.194336
	Iteration 5Q: 3 clusters Score -8958516 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -8960654.000000 Penalty: 5534.194336
	Iteration 6F: 3 clusters Score -8960654 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -8963901.000000 Penalty: 5534.194336
	Iteration 7F: 3 clusters Score -8963901 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -8967898.000000 Penalty: 5534.194336
	Iteration 8F: 3 clusters Score -8967898 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -8971019.000000 Penalty: 5534.194336
	Iteration 9F: 3 clusters Score -8971019 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -8972449.000000 Penalty: 5534.194336
	Iteration 10Q: 3 clusters Score -8972449 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -8973162.000000 Penalty: 5534.194336
	Iteration 11Q: 3 clusters Score -8973162 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -8973546.000000 Penalty: 5534.194336
	Iteration 12Q: 3 clusters Score -8973546 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -8973914.000000 Penalty: 5534.194336
	Iteration 13Q: 3 clusters Score -8973914 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -8974229.000000 Penalty: 5534.194336
	Iteration 14Q: 3 clusters Score -8974229 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -8974497.000000 Penalty: 5534.194336
	Iteration 15Q: 3 clusters Score -8974497 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -8974704.000000 Penalty: 5534.194336
	Iteration 16Q: 3 clusters Score -8974704 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -8974968.000000 Penalty: 5534.194336
	Iteration 17Q: 3 clusters Score -8974968 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -8975238.000000 Penalty: 5534.194336
	Iteration 18Q: 3 clusters Score -8975238 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -8975558.000000 Penalty: 5534.194336
	Iteration 19Q: 3 clusters Score -8975558 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -8975848.000000 Penalty: 5534.194336
	Iteration 20F: 3 clusters Score -8975848 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -8976115.000000 Penalty: 5534.194336
	Iteration 21Q: 3 clusters Score -8976115 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -8976373.000000 Penalty: 5534.194336
	Iteration 22Q: 3 clusters Score -8976373 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -8976600.000000 Penalty: 5534.194336
	Iteration 23Q: 3 clusters Score -8976600 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -8976834.000000 Penalty: 5534.194336
	Iteration 24Q: 3 clusters Score -8976834 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -8977018.000000 Penalty: 5534.194336
	Iteration 25Q: 3 clusters Score -8977018 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -8977291.000000 Penalty: 5534.194336
	Iteration 26Q: 3 clusters Score -8977291 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -8977546.000000 Penalty: 5534.194336
	Iteration 27Q: 3 clusters Score -8977546 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -8977783.000000 Penalty: 5534.194336
	Iteration 28Q: 3 clusters Score -8977783 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58933 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -8977996.000000 Penalty: 5534.194336
	Iteration 29Q: 3 clusters Score -8977996 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -8978185.000000 Penalty: 5534.194336
	Iteration 30Q: 3 clusters Score -8978185 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -8978345.000000 Penalty: 5534.194336
	Iteration 31Q: 3 clusters Score -8978345 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -8978506.000000 Penalty: 5534.194336
	Iteration 32Q: 3 clusters Score -8978506 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -8978708.000000 Penalty: 5534.194336
	Iteration 33Q: 3 clusters Score -8978708 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61951 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -8978895.000000 Penalty: 5534.194336
	Iteration 34Q: 3 clusters Score -8978895 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -8979057.000000 Penalty: 5534.194336
	Iteration 35Q: 3 clusters Score -8979057 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -8979206.000000 Penalty: 5534.194336
	Iteration 36Q: 3 clusters Score -8979206 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -8979342.000000 Penalty: 5534.194336
	Iteration 37Q: 3 clusters Score -8979342 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63891 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -8979436.000000 Penalty: 5534.194336
	Iteration 38Q: 3 clusters Score -8979436 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -8979597.000000 Penalty: 5534.194336
	Iteration 39Q: 3 clusters Score -8979597 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -8979712.000000 Penalty: 5534.194336
	Iteration 40F: 3 clusters Score -8979712 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65034 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -8979800.000000 Penalty: 5534.194336
	Iteration 41Q: 3 clusters Score -8979800 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -8979875.000000 Penalty: 5534.194336
	Iteration 42Q: 3 clusters Score -8979875 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -8979983.000000 Penalty: 5534.194336
	Iteration 43Q: 3 clusters Score -8979983 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65983 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -8980099.000000 Penalty: 5534.194336
	Iteration 44Q: 3 clusters Score -8980099 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66244 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -8980191.000000 Penalty: 5534.194336
	Iteration 45Q: 3 clusters Score -8980191 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -8980250.000000 Penalty: 5534.194336
	Iteration 46Q: 3 clusters Score -8980250 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -8980330.000000 Penalty: 5534.194336
	Iteration 47Q: 3 clusters Score -8980330 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -8980383.000000 Penalty: 5534.194336
	Iteration 48Q: 3 clusters Score -8980383 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -8980451.000000 Penalty: 5534.194336
	Iteration 49Q: 3 clusters Score -8980451 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -8980508.000000 Penalty: 5534.194336
	Iteration 50Q: 3 clusters Score -8980508 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67491 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -8980547.000000 Penalty: 5534.194336
	Iteration 51Q: 3 clusters Score -8980547 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8980610.000000 Penalty: 5534.194336
	Iteration 52Q: 3 clusters Score -8980610 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -8980674.000000 Penalty: 5534.194336
	Iteration 53Q: 3 clusters Score -8980674 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -8980701.000000 Penalty: 5534.194336
	Iteration 54Q: 3 clusters Score -8980701 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8980722.000000 Penalty: 5534.194336
	Iteration 55Q: 3 clusters Score -8980722 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8980761.000000 Penalty: 5534.194336
	Iteration 56Q: 3 clusters Score -8980761 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -8980796.000000 Penalty: 5534.194336
	Iteration 57Q: 3 clusters Score -8980796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8980785.000000 Penalty: 5534.194336
	Iteration 58Q: 3 clusters Score -8980785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -8980787.000000 Penalty: 5534.194336
	Iteration 59Q: 3 clusters Score -8980787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68235 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8980792.000000 Penalty: 5534.194336
	Iteration 60F: 3 clusters Score -8980792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8980802.000000 Penalty: 5534.194336
	Iteration 61Q: 3 clusters Score -8980802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8980807.000000 Penalty: 5534.194336
	Iteration 62Q: 3 clusters Score -8980807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8980805.000000 Penalty: 5534.194336
	Iteration 63Q: 3 clusters Score -8980805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8980815.000000 Penalty: 5534.194336
	Iteration 64Q: 3 clusters Score -8980815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8980812.000000 Penalty: 5534.194336
	Iteration 65Q: 3 clusters Score -8980812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8980818.000000 Penalty: 5534.194336
	Iteration 66Q: 3 clusters Score -8980818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8980831.000000 Penalty: 5534.194336
	Iteration 67Q: 3 clusters Score -8980831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68361 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8980833.000000 Penalty: 5534.194336
	Iteration 68Q: 3 clusters Score -8980833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8980835.000000 Penalty: 5534.194336
	Iteration 69Q: 3 clusters Score -8980835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68370 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8980835.000000 Penalty: 5534.194336
	Iteration 70Q: 3 clusters Score -8980835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68380 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -8980830.000000 Penalty: 5534.194336
	Iteration 71Q: 3 clusters Score -8980830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68387 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8980832.000000 Penalty: 5534.194336
	Iteration 72Q: 3 clusters Score -8980832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -8980833.000000 Penalty: 5534.194336
	Iteration 73Q: 3 clusters Score -8980833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8980834.000000 Penalty: 5534.194336
	Iteration 74Q: 3 clusters Score -8980834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -8980835.000000 Penalty: 5534.194336
	Iteration 75Q: 3 clusters Score -8980835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8980833.000000 Penalty: 5534.194336
	Iteration 76Q: 3 clusters Score -8980833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8980833.000000 Penalty: 5534.194336
	Iteration 77F: 3 clusters Score -8980833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68956 members 
Entering Unmasked Estep 
Score: -8538960.000000 Penalty: 2763.023438
	Iteration 0F: 2 clusters Score -8538960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -8492774.000000 Penalty: 5526.046875
	Iteration 0F: 3 clusters Score -8492774 nChanged 32264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -8510880.000000 Penalty: 5526.046875
	Iteration 1F: 3 clusters Score -8510880 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -8511380.000000 Penalty: 5526.046875
	Iteration 2Q: 3 clusters Score -8511380 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -8511771.000000 Penalty: 5526.046875
	Iteration 3Q: 3 clusters Score -8511771 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -8512200.000000 Penalty: 5526.046875
	Iteration 4Q: 3 clusters Score -8512200 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -8512643.000000 Penalty: 5526.046875
	Iteration 5Q: 3 clusters Score -8512643 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -8513111.000000 Penalty: 5526.046875
	Iteration 6Q: 3 clusters Score -8513111 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -8513669.000000 Penalty: 5526.046875
	Iteration 7Q: 3 clusters Score -8513669 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -8514440.000000 Penalty: 5526.046875
	Iteration 8Q: 3 clusters Score -8514440 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -8515418.000000 Penalty: 5526.046875
	Iteration 9Q: 3 clusters Score -8515418 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -8516501.000000 Penalty: 5526.046875
	Iteration 10Q: 3 clusters Score -8516501 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -8517709.000000 Penalty: 5526.046875
	Iteration 11Q: 3 clusters Score -8517709 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -8519375.000000 Penalty: 5526.046875
	Iteration 12Q: 3 clusters Score -8519375 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -8521229.000000 Penalty: 5526.046875
	Iteration 13F: 3 clusters Score -8521229 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -8523414.000000 Penalty: 5526.046875
	Iteration 14F: 3 clusters Score -8523414 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -8526043.000000 Penalty: 5526.046875
	Iteration 15F: 3 clusters Score -8526043 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -8528846.000000 Penalty: 5526.046875
	Iteration 16F: 3 clusters Score -8528846 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -8531527.000000 Penalty: 5526.046875
	Iteration 17Q: 3 clusters Score -8531527 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 64576 members 
Entering Unmasked Estep 
Score: -8533587.000000 Penalty: 5526.046875
	Iteration 18Q: 3 clusters Score -8533587 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 66411 members 
Entering Unmasked Estep 
Score: -8535035.000000 Penalty: 5526.046875
	Iteration 19Q: 3 clusters Score -8535035 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -8535821.000000 Penalty: 5526.046875
	Iteration 20F: 3 clusters Score -8535821 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 67998 members 
Entering Unmasked Estep 
Score: -8536218.000000 Penalty: 5526.046875
	Iteration 21Q: 3 clusters Score -8536218 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 68246 members 
Entering Unmasked Estep 
Score: -8536375.000000 Penalty: 5526.046875
	Iteration 22Q: 3 clusters Score -8536375 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -8536447.000000 Penalty: 5526.046875
	Iteration 23Q: 3 clusters Score -8536447 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -8536497.000000 Penalty: 5526.046875
	Iteration 24Q: 3 clusters Score -8536497 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -8536549.000000 Penalty: 5526.046875
	Iteration 25Q: 3 clusters Score -8536549 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 68485 members 
Entering Unmasked Estep 
Score: -8536558.000000 Penalty: 5526.046875
	Iteration 26Q: 3 clusters Score -8536558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -8536570.000000 Penalty: 5526.046875
	Iteration 27Q: 3 clusters Score -8536570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -8536578.000000 Penalty: 5526.046875
	Iteration 28Q: 3 clusters Score -8536578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -8536613.000000 Penalty: 5526.046875
	Iteration 29Q: 3 clusters Score -8536613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -8536627.000000 Penalty: 5526.046875
	Iteration 30Q: 3 clusters Score -8536627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -8536641.000000 Penalty: 5526.046875
	Iteration 31Q: 3 clusters Score -8536641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -8536640.000000 Penalty: 5526.046875
	Iteration 32Q: 3 clusters Score -8536640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -8536648.000000 Penalty: 5526.046875
	Iteration 33Q: 3 clusters Score -8536648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 68549 members 
Entering Unmasked Estep 
Score: -8536649.000000 Penalty: 5526.046875
	Iteration 34Q: 3 clusters Score -8536649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 68549 members 
Entering Unmasked Estep 
Score: -8536649.000000 Penalty: 5526.046875
	Iteration 35F: 3 clusters Score -8536649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77993 members 
Entering Unmasked Estep 
Score: -9881507.000000 Penalty: 2793.564941
	Iteration 0F: 2 clusters Score -9881507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -9829735.000000 Penalty: 5587.129883
	Iteration 0F: 3 clusters Score -9829735 nChanged 36424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -9850268.000000 Penalty: 5587.129883
	Iteration 1F: 3 clusters Score -9850268 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -9851306.000000 Penalty: 5587.129883
	Iteration 2Q: 3 clusters Score -9851306 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -9852837.000000 Penalty: 5587.129883
	Iteration 3Q: 3 clusters Score -9852837 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -9854842.000000 Penalty: 5587.129883
	Iteration 4Q: 3 clusters Score -9854842 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -9857472.000000 Penalty: 5587.129883
	Iteration 5F: 3 clusters Score -9857472 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -9860570.000000 Penalty: 5587.129883
	Iteration 6F: 3 clusters Score -9860570 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -9864287.000000 Penalty: 5587.129883
	Iteration 7F: 3 clusters Score -9864287 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -9868511.000000 Penalty: 5587.129883
	Iteration 8F: 3 clusters Score -9868511 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -9872208.000000 Penalty: 5587.129883
	Iteration 9F: 3 clusters Score -9872208 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58325 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -9874407.000000 Penalty: 5587.129883
	Iteration 10Q: 3 clusters Score -9874407 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -9875363.000000 Penalty: 5587.129883
	Iteration 11Q: 3 clusters Score -9875363 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60311 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -9875815.000000 Penalty: 5587.129883
	Iteration 12Q: 3 clusters Score -9875815 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -9876156.000000 Penalty: 5587.129883
	Iteration 13Q: 3 clusters Score -9876156 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61825 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -9876350.000000 Penalty: 5587.129883
	Iteration 14Q: 3 clusters Score -9876350 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -9876539.000000 Penalty: 5587.129883
	Iteration 15Q: 3 clusters Score -9876539 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -9876699.000000 Penalty: 5587.129883
	Iteration 16Q: 3 clusters Score -9876699 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63694 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -9876878.000000 Penalty: 5587.129883
	Iteration 17Q: 3 clusters Score -9876878 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -9876978.000000 Penalty: 5587.129883
	Iteration 18Q: 3 clusters Score -9876978 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -9877106.000000 Penalty: 5587.129883
	Iteration 19Q: 3 clusters Score -9877106 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -9877239.000000 Penalty: 5587.129883
	Iteration 20F: 3 clusters Score -9877239 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65747 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -9877351.000000 Penalty: 5587.129883
	Iteration 21Q: 3 clusters Score -9877351 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66269 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -9877511.000000 Penalty: 5587.129883
	Iteration 22Q: 3 clusters Score -9877511 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -9877613.000000 Penalty: 5587.129883
	Iteration 23Q: 3 clusters Score -9877613 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -9877768.000000 Penalty: 5587.129883
	Iteration 24Q: 3 clusters Score -9877768 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -9877948.000000 Penalty: 5587.129883
	Iteration 25Q: 3 clusters Score -9877948 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -9878149.000000 Penalty: 5587.129883
	Iteration 26Q: 3 clusters Score -9878149 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69320 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -9878496.000000 Penalty: 5587.129883
	Iteration 27Q: 3 clusters Score -9878496 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -9878859.000000 Penalty: 5587.129883
	Iteration 28Q: 3 clusters Score -9878859 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70692 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -9879221.000000 Penalty: 5587.129883
	Iteration 29Q: 3 clusters Score -9879221 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -9879603.000000 Penalty: 5587.129883
	Iteration 30Q: 3 clusters Score -9879603 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71845 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -9879966.000000 Penalty: 5587.129883
	Iteration 31Q: 3 clusters Score -9879966 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -9880173.000000 Penalty: 5587.129883
	Iteration 32Q: 3 clusters Score -9880173 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72674 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -9880343.000000 Penalty: 5587.129883
	Iteration 33Q: 3 clusters Score -9880343 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -9880443.000000 Penalty: 5587.129883
	Iteration 34Q: 3 clusters Score -9880443 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -9880482.000000 Penalty: 5587.129883
	Iteration 35Q: 3 clusters Score -9880482 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -9880549.000000 Penalty: 5587.129883
	Iteration 36Q: 3 clusters Score -9880549 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -9880594.000000 Penalty: 5587.129883
	Iteration 37Q: 3 clusters Score -9880594 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73743 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -9880633.000000 Penalty: 5587.129883
	Iteration 38Q: 3 clusters Score -9880633 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73839 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -9880631.000000 Penalty: 5587.129883
	Iteration 39Q: 3 clusters Score -9880631 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -9880637.000000 Penalty: 5587.129883
	Iteration 40F: 3 clusters Score -9880637 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73990 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -9880650.000000 Penalty: 5587.129883
	Iteration 41Q: 3 clusters Score -9880650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -9880659.000000 Penalty: 5587.129883
	Iteration 42Q: 3 clusters Score -9880659 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -9880653.000000 Penalty: 5587.129883
	Iteration 43Q: 3 clusters Score -9880653 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -9880666.000000 Penalty: 5587.129883
	Iteration 44Q: 3 clusters Score -9880666 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74204 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -9880679.000000 Penalty: 5587.129883
	Iteration 45Q: 3 clusters Score -9880679 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -9880675.000000 Penalty: 5587.129883
	Iteration 46Q: 3 clusters Score -9880675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -9880687.000000 Penalty: 5587.129883
	Iteration 47Q: 3 clusters Score -9880687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -9880683.000000 Penalty: 5587.129883
	Iteration 48Q: 3 clusters Score -9880683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -9880684.000000 Penalty: 5587.129883
	Iteration 49Q: 3 clusters Score -9880684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74354 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -9880687.000000 Penalty: 5587.129883
	Iteration 50Q: 3 clusters Score -9880687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74372 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -9880680.000000 Penalty: 5587.129883
	Iteration 51Q: 3 clusters Score -9880680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74388 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -9880679.000000 Penalty: 5587.129883
	Iteration 52Q: 3 clusters Score -9880679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74405 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -9880685.000000 Penalty: 5587.129883
	Iteration 53Q: 3 clusters Score -9880685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74422 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -9880693.000000 Penalty: 5587.129883
	Iteration 54Q: 3 clusters Score -9880693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74439 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -9880716.000000 Penalty: 5587.129883
	Iteration 55Q: 3 clusters Score -9880716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74451 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -9880710.000000 Penalty: 5587.129883
	Iteration 56Q: 3 clusters Score -9880710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74475 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -9880713.000000 Penalty: 5587.129883
	Iteration 57Q: 3 clusters Score -9880713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74494 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -9880724.000000 Penalty: 5587.129883
	Iteration 58Q: 3 clusters Score -9880724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74513 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -9880714.000000 Penalty: 5587.129883
	Iteration 59Q: 3 clusters Score -9880714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74529 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -9880702.000000 Penalty: 5587.129883
	Iteration 60F: 3 clusters Score -9880702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74539 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -9880705.000000 Penalty: 5587.129883
	Iteration 61Q: 3 clusters Score -9880705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74554 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -9880695.000000 Penalty: 5587.129883
	Iteration 62Q: 3 clusters Score -9880695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -9880693.000000 Penalty: 5587.129883
	Iteration 63Q: 3 clusters Score -9880693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -9880690.000000 Penalty: 5587.129883
	Iteration 64Q: 3 clusters Score -9880690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -9880690.000000 Penalty: 5587.129883
	Iteration 65Q: 3 clusters Score -9880690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74588 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -9880691.000000 Penalty: 5587.129883
	Iteration 66Q: 3 clusters Score -9880691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -9880694.000000 Penalty: 5587.129883
	Iteration 67Q: 3 clusters Score -9880694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -9880698.000000 Penalty: 5587.129883
	Iteration 68Q: 3 clusters Score -9880698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74603 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -9880699.000000 Penalty: 5587.129883
	Iteration 69Q: 3 clusters Score -9880699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -9880701.000000 Penalty: 5587.129883
	Iteration 70Q: 3 clusters Score -9880701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -9880708.000000 Penalty: 5587.129883
	Iteration 71Q: 3 clusters Score -9880708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -9880694.000000 Penalty: 5587.129883
	Iteration 72Q: 3 clusters Score -9880694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -9880694.000000 Penalty: 5587.129883
	Iteration 73Q: 3 clusters Score -9880694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -9880694.000000 Penalty: 5587.129883
	Iteration 74F: 3 clusters Score -9880694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -63143.687500 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -63143.69 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 299 members 
Entering Unmasked Estep 
Score: -61588.128906 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -61588.13 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61853.539062 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -61853.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62023.238281 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -62023.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62151.300781 Penalty: 3143.065674
	Iteration 3F: 3 clusters Score -62151.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -62240.664062 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -62240.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62376.539062 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -62376.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62467.828125 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -62467.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62534.632812 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -62534.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62559.875000 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -62559.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62571.816406 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -62571.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62583.949219 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -62583.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62586.898438 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -62586.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62586.898438 Penalty: 3143.065674
	Iteration 12F: 3 clusters Score -62586.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -41980.550781 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -41980.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40682.933594 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -40682.93 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41034.359375 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -41034.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41189.179688 Penalty: 3015.646973
	Iteration 2F: 3 clusters Score -41189.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41360.964844 Penalty: 3015.646973
	Iteration 3F: 3 clusters Score -41360.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41492.242188 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -41492.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41582.164062 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -41582.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41667.386719 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -41667.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41767.140625 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -41767.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41895.625000 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -41895.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41956.187500 Penalty: 3015.646973
	Iteration 9Q: 3 clusters Score -41956.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42000.929688 Penalty: 3015.646973
	Iteration 10Q: 3 clusters Score -42000.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42006.941406 Penalty: 3015.646973
	Iteration 11Q: 3 clusters Score -42006.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42022.964844 Penalty: 3015.646973
	Iteration 12Q: 3 clusters Score -42022.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42027.562500 Penalty: 3015.646973
	Iteration 13Q: 3 clusters Score -42027.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42027.562500 Penalty: 3015.646973
	Iteration 14F: 3 clusters Score -42027.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143234 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 144020 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156901 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 148268 members 
Mstep: Class 11 contains 70098 members 
Mstep: Class 12 contains 68956 members 
Mstep: Class 13 contains 77993 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 148137 members 
Mstep: Class 17 contains 111530 members 
Mstep: Class 18 contains 32878 members 
Mstep: Class 19 contains 148939 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
Score: -161336576.000000 Penalty: 80260.382812
Splitting cluster 15 changes total score from -161338560.000000 to -161336576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (148137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148137 members 
Entering Unmasked Estep 
Score: -18827110.000000 Penalty: 2952.661377
	Iteration 0F: 2 clusters Score -1.882711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74179 members 
Mstep: Class 2 contains 73958 members 
Entering Unmasked Estep 
Score: -18728334.000000 Penalty: 5905.322754
	Iteration 0F: 3 clusters Score -1.872833e+07 nChanged 70786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -18769306.000000 Penalty: 5905.322754
	Iteration 1F: 3 clusters Score -1.876931e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 70770 members 
Entering Unmasked Estep 
Score: -18770504.000000 Penalty: 5905.322754
	Iteration 2Q: 3 clusters Score -1.87705e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -18772730.000000 Penalty: 5905.322754
	Iteration 3Q: 3 clusters Score -1.877273e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Mstep: Class 2 contains 64576 members 
Entering Unmasked Estep 
Score: -18776492.000000 Penalty: 5905.322754
	Iteration 4Q: 3 clusters Score -1.877649e+07 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89405 members 
Mstep: Class 2 contains 58732 members 
Entering Unmasked Estep 
Score: -18782786.000000 Penalty: 5905.322754
	Iteration 5F: 3 clusters Score -1.878279e+07 nChanged 12042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -18792026.000000 Penalty: 5905.322754
	Iteration 6F: 3 clusters Score -1.879203e+07 nChanged 12552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106621 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -18803646.000000 Penalty: 5905.322754
	Iteration 7F: 3 clusters Score -1.880365e+07 nChanged 10381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114104 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -18814612.000000 Penalty: 5905.322754
	Iteration 8F: 3 clusters Score -1.881461e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118271 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -18820418.000000 Penalty: 5905.322754
	Iteration 9Q: 3 clusters Score -1.882042e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -18822200.000000 Penalty: 5905.322754
	Iteration 10Q: 3 clusters Score -1.88222e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122927 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -18823122.000000 Penalty: 5905.322754
	Iteration 11Q: 3 clusters Score -1.882312e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124787 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -18823802.000000 Penalty: 5905.322754
	Iteration 12Q: 3 clusters Score -1.88238e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126422 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -18824290.000000 Penalty: 5905.322754
	Iteration 13Q: 3 clusters Score -1.882429e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127859 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -18824594.000000 Penalty: 5905.322754
	Iteration 14Q: 3 clusters Score -1.882459e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129150 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -18824924.000000 Penalty: 5905.322754
	Iteration 15Q: 3 clusters Score -1.882492e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130309 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -18825306.000000 Penalty: 5905.322754
	Iteration 16Q: 3 clusters Score -1.882531e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131361 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -18825484.000000 Penalty: 5905.322754
	Iteration 17Q: 3 clusters Score -1.882548e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132378 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -18825642.000000 Penalty: 5905.322754
	Iteration 18Q: 3 clusters Score -1.882564e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133299 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -18825888.000000 Penalty: 5905.322754
	Iteration 19Q: 3 clusters Score -1.882589e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134115 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -18826050.000000 Penalty: 5905.322754
	Iteration 20F: 3 clusters Score -1.882605e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134850 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -18826154.000000 Penalty: 5905.322754
	Iteration 21Q: 3 clusters Score -1.882615e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135563 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -18826262.000000 Penalty: 5905.322754
	Iteration 22Q: 3 clusters Score -1.882626e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136189 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -18826344.000000 Penalty: 5905.322754
	Iteration 23Q: 3 clusters Score -1.882634e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136763 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -18826426.000000 Penalty: 5905.322754
	Iteration 24Q: 3 clusters Score -1.882643e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137284 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -18826466.000000 Penalty: 5905.322754
	Iteration 25Q: 3 clusters Score -1.882647e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137747 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -18826580.000000 Penalty: 5905.322754
	Iteration 26Q: 3 clusters Score -1.882658e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138175 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -18826644.000000 Penalty: 5905.322754
	Iteration 27Q: 3 clusters Score -1.882664e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138531 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -18826658.000000 Penalty: 5905.322754
	Iteration 28Q: 3 clusters Score -1.882666e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138833 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -18826730.000000 Penalty: 5905.322754
	Iteration 29Q: 3 clusters Score -1.882673e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139090 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -18826826.000000 Penalty: 5905.322754
	Iteration 30Q: 3 clusters Score -1.882683e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139342 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -18826828.000000 Penalty: 5905.322754
	Iteration 31Q: 3 clusters Score -1.882683e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139558 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -18826872.000000 Penalty: 5905.322754
	Iteration 32Q: 3 clusters Score -1.882687e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139769 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -18826914.000000 Penalty: 5905.322754
	Iteration 33Q: 3 clusters Score -1.882691e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139957 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -18826938.000000 Penalty: 5905.322754
	Iteration 34Q: 3 clusters Score -1.882694e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140106 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -18826918.000000 Penalty: 5905.322754
	Iteration 35Q: 3 clusters Score -1.882692e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140232 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -18826932.000000 Penalty: 5905.322754
	Iteration 36Q: 3 clusters Score -1.882693e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140359 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -18826938.000000 Penalty: 5905.322754
	Iteration 37Q: 3 clusters Score -1.882694e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140484 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -18826948.000000 Penalty: 5905.322754
	Iteration 38Q: 3 clusters Score -1.882695e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140616 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -18826954.000000 Penalty: 5905.322754
	Iteration 39Q: 3 clusters Score -1.882695e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140729 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -18826952.000000 Penalty: 5905.322754
	Iteration 40F: 3 clusters Score -1.882695e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140818 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -18826944.000000 Penalty: 5905.322754
	Iteration 41Q: 3 clusters Score -1.882694e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140904 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -18826976.000000 Penalty: 5905.322754
	Iteration 42Q: 3 clusters Score -1.882698e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140989 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -18826976.000000 Penalty: 5905.322754
	Iteration 43Q: 3 clusters Score -1.882698e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141061 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -18826990.000000 Penalty: 5905.322754
	Iteration 44Q: 3 clusters Score -1.882699e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141145 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -18826964.000000 Penalty: 5905.322754
	Iteration 45Q: 3 clusters Score -1.882696e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141219 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -18827008.000000 Penalty: 5905.322754
	Iteration 46Q: 3 clusters Score -1.882701e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141307 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -18826982.000000 Penalty: 5905.322754
	Iteration 47Q: 3 clusters Score -1.882698e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141380 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -18827002.000000 Penalty: 5905.322754
	Iteration 48Q: 3 clusters Score -1.8827e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141441 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -18827002.000000 Penalty: 5905.322754
	Iteration 49Q: 3 clusters Score -1.8827e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141495 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -18827024.000000 Penalty: 5905.322754
	Iteration 50Q: 3 clusters Score -1.882702e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141543 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -18827008.000000 Penalty: 5905.322754
	Iteration 51Q: 3 clusters Score -1.882701e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141574 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -18827014.000000 Penalty: 5905.322754
	Iteration 52Q: 3 clusters Score -1.882701e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141601 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -18827026.000000 Penalty: 5905.322754
	Iteration 53Q: 3 clusters Score -1.882703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141622 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -18827010.000000 Penalty: 5905.322754
	Iteration 54Q: 3 clusters Score -1.882701e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141638 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -18827016.000000 Penalty: 5905.322754
	Iteration 55Q: 3 clusters Score -1.882702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141652 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -18827018.000000 Penalty: 5905.322754
	Iteration 56Q: 3 clusters Score -1.882702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141661 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -18827012.000000 Penalty: 5905.322754
	Iteration 57Q: 3 clusters Score -1.882701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141671 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -18827030.000000 Penalty: 5905.322754
	Iteration 58Q: 3 clusters Score -1.882703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141681 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -18827038.000000 Penalty: 5905.322754
	Iteration 59Q: 3 clusters Score -1.882704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141694 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -18827028.000000 Penalty: 5905.322754
	Iteration 60F: 3 clusters Score -1.882703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141702 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -18827010.000000 Penalty: 5905.322754
	Iteration 61Q: 3 clusters Score -1.882701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141708 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -18827030.000000 Penalty: 5905.322754
	Iteration 62Q: 3 clusters Score -1.882703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141714 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -18827046.000000 Penalty: 5905.322754
	Iteration 63Q: 3 clusters Score -1.882705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141717 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -18827026.000000 Penalty: 5905.322754
	Iteration 64Q: 3 clusters Score -1.882703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141719 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -18827042.000000 Penalty: 5905.322754
	Iteration 65Q: 3 clusters Score -1.882704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141719 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -18827042.000000 Penalty: 5905.322754
	Iteration 66F: 3 clusters Score -1.882704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (111530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111530 members 
Entering Unmasked Estep 
Score: -14280693.000000 Penalty: 2882.268311
	Iteration 0F: 2 clusters Score -1.428069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -14207071.000000 Penalty: 5764.536621
	Iteration 0F: 3 clusters Score -1.420707e+07 nChanged 53171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -14237474.000000 Penalty: 5764.536621
	Iteration 1F: 3 clusters Score -1.423747e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -14238375.000000 Penalty: 5764.536621
	Iteration 2Q: 3 clusters Score -1.423838e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -14239554.000000 Penalty: 5764.536621
	Iteration 3Q: 3 clusters Score -1.423955e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66535 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -14241275.000000 Penalty: 5764.536621
	Iteration 4Q: 3 clusters Score -1.424128e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -14244203.000000 Penalty: 5764.536621
	Iteration 5F: 3 clusters Score -1.42442e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79267 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -14249376.000000 Penalty: 5764.536621
	Iteration 6F: 3 clusters Score -1.424938e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88347 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -14257101.000000 Penalty: 5764.536621
	Iteration 7F: 3 clusters Score -1.42571e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97619 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -14265899.000000 Penalty: 5764.536621
	Iteration 8F: 3 clusters Score -1.42659e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104539 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -14272656.000000 Penalty: 5764.536621
	Iteration 9F: 3 clusters Score -1.427266e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108219 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -14276007.000000 Penalty: 5764.536621
	Iteration 10Q: 3 clusters Score -1.427601e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109852 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -14277501.000000 Penalty: 5764.536621
	Iteration 11Q: 3 clusters Score -1.42775e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110444 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -14278099.000000 Penalty: 5764.536621
	Iteration 12Q: 3 clusters Score -1.42781e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110647 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -14278349.000000 Penalty: 5764.536621
	Iteration 13Q: 3 clusters Score -1.427835e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110748 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14278467.000000 Penalty: 5764.536621
	Iteration 14Q: 3 clusters Score -1.427847e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110801 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -14278524.000000 Penalty: 5764.536621
	Iteration 15Q: 3 clusters Score -1.427852e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110835 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -14278587.000000 Penalty: 5764.536621
	Iteration 16Q: 3 clusters Score -1.427859e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110854 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -14278623.000000 Penalty: 5764.536621
	Iteration 17Q: 3 clusters Score -1.427862e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110861 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -14278660.000000 Penalty: 5764.536621
	Iteration 18Q: 3 clusters Score -1.427866e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110878 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14278684.000000 Penalty: 5764.536621
	Iteration 19Q: 3 clusters Score -1.427868e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110882 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -14278708.000000 Penalty: 5764.536621
	Iteration 20F: 3 clusters Score -1.427871e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110886 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14278707.000000 Penalty: 5764.536621
	Iteration 21Q: 3 clusters Score -1.427871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110885 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -14278713.000000 Penalty: 5764.536621
	Iteration 22Q: 3 clusters Score -1.427871e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110882 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -14278734.000000 Penalty: 5764.536621
	Iteration 23Q: 3 clusters Score -1.427873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110888 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14278751.000000 Penalty: 5764.536621
	Iteration 24Q: 3 clusters Score -1.427875e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110896 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -14278758.000000 Penalty: 5764.536621
	Iteration 25Q: 3 clusters Score -1.427876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110896 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -14278755.000000 Penalty: 5764.536621
	Iteration 26Q: 3 clusters Score -1.427876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110894 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -14278759.000000 Penalty: 5764.536621
	Iteration 27Q: 3 clusters Score -1.427876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110888 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14278743.000000 Penalty: 5764.536621
	Iteration 28Q: 3 clusters Score -1.427874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110888 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14278756.000000 Penalty: 5764.536621
	Iteration 29Q: 3 clusters Score -1.427876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110886 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14278759.000000 Penalty: 5764.536621
	Iteration 30Q: 3 clusters Score -1.427876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110885 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -14278765.000000 Penalty: 5764.536621
	Iteration 31Q: 3 clusters Score -1.427876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110884 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -14278764.000000 Penalty: 5764.536621
	Iteration 32Q: 3 clusters Score -1.427876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110884 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -14278764.000000 Penalty: 5764.536621
	Iteration 33F: 3 clusters Score -1.427876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Entering Unmasked Estep 
Score: -4177609.750000 Penalty: 2579.338623
	Iteration 0F: 2 clusters Score -4177610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4155195.250000 Penalty: 5158.677246
	Iteration 0F: 3 clusters Score -4155195 nChanged 14914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -4163209.250000 Penalty: 5158.677246
	Iteration 1F: 3 clusters Score -4163209 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -4163731.000000 Penalty: 5158.677246
	Iteration 2Q: 3 clusters Score -4163731 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -4164248.750000 Penalty: 5158.677246
	Iteration 3Q: 3 clusters Score -4164249 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -4164815.250000 Penalty: 5158.677246
	Iteration 4Q: 3 clusters Score -4164815 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -4165489.000000 Penalty: 5158.677246
	Iteration 5Q: 3 clusters Score -4165489 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -4166397.750000 Penalty: 5158.677246
	Iteration 6Q: 3 clusters Score -4166398 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -4167567.500000 Penalty: 5158.677246
	Iteration 7F: 3 clusters Score -4167568 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -4168988.250000 Penalty: 5158.677246
	Iteration 8F: 3 clusters Score -4168988 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -4170627.500000 Penalty: 5158.677246
	Iteration 9F: 3 clusters Score -4170628 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -4172126.250000 Penalty: 5158.677246
	Iteration 10F: 3 clusters Score -4172126 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -4173185.750000 Penalty: 5158.677246
	Iteration 11Q: 3 clusters Score -4173186 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -4173897.500000 Penalty: 5158.677246
	Iteration 12Q: 3 clusters Score -4173898 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -4174461.250000 Penalty: 5158.677246
	Iteration 13Q: 3 clusters Score -4174461 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -4174885.750000 Penalty: 5158.677246
	Iteration 14Q: 3 clusters Score -4174886 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -4175141.500000 Penalty: 5158.677246
	Iteration 15Q: 3 clusters Score -4175142 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -4175286.500000 Penalty: 5158.677246
	Iteration 16Q: 3 clusters Score -4175286 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -4175367.750000 Penalty: 5158.677246
	Iteration 17Q: 3 clusters Score -4175368 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -4175429.500000 Penalty: 5158.677246
	Iteration 18Q: 3 clusters Score -4175430 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -4175459.750000 Penalty: 5158.677246
	Iteration 19Q: 3 clusters Score -4175460 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -4175464.500000 Penalty: 5158.677246
	Iteration 20F: 3 clusters Score -4175464 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -4175485.000000 Penalty: 5158.677246
	Iteration 21Q: 3 clusters Score -4175485 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -4175483.750000 Penalty: 5158.677246
	Iteration 22Q: 3 clusters Score -4175484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -4175477.000000 Penalty: 5158.677246
	Iteration 23Q: 3 clusters Score -4175477 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -4175493.750000 Penalty: 5158.677246
	Iteration 24Q: 3 clusters Score -4175494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -4175496.500000 Penalty: 5158.677246
	Iteration 25Q: 3 clusters Score -4175496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -4175495.500000 Penalty: 5158.677246
	Iteration 26Q: 3 clusters Score -4175496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -4175500.750000 Penalty: 5158.677246
	Iteration 27Q: 3 clusters Score -4175501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -4175503.250000 Penalty: 5158.677246
	Iteration 28Q: 3 clusters Score -4175503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -4175507.500000 Penalty: 5158.677246
	Iteration 29Q: 3 clusters Score -4175508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -4175505.000000 Penalty: 5158.677246
	Iteration 30Q: 3 clusters Score -4175505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -4175504.000000 Penalty: 5158.677246
	Iteration 31Q: 3 clusters Score -4175504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -4175502.500000 Penalty: 5158.677246
	Iteration 32Q: 3 clusters Score -4175502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -4175506.750000 Penalty: 5158.677246
	Iteration 33Q: 3 clusters Score -4175507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -4175502.500000 Penalty: 5158.677246
	Iteration 34Q: 3 clusters Score -4175502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -4175503.250000 Penalty: 5158.677246
	Iteration 35Q: 3 clusters Score -4175503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -4175502.750000 Penalty: 5158.677246
	Iteration 36Q: 3 clusters Score -4175503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -4175503.000000 Penalty: 5158.677246
	Iteration 37Q: 3 clusters Score -4175503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -4175502.750000 Penalty: 5158.677246
	Iteration 38Q: 3 clusters Score -4175503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -4175501.500000 Penalty: 5158.677246
	Iteration 39Q: 3 clusters Score -4175502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -4175505.750000 Penalty: 5158.677246
	Iteration 40F: 3 clusters Score -4175506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -4175499.250000 Penalty: 5158.677246
	Iteration 41Q: 3 clusters Score -4175499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -4175501.250000 Penalty: 5158.677246
	Iteration 42Q: 3 clusters Score -4175501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -4175504.250000 Penalty: 5158.677246
	Iteration 43Q: 3 clusters Score -4175504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4175504.500000 Penalty: 5158.677246
	Iteration 44Q: 3 clusters Score -4175504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -4175506.000000 Penalty: 5158.677246
	Iteration 45Q: 3 clusters Score -4175506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -4175508.500000 Penalty: 5158.677246
	Iteration 46Q: 3 clusters Score -4175508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -4175508.500000 Penalty: 5158.677246
	Iteration 47F: 3 clusters Score -4175508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (148939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148939 members 
Entering Unmasked Estep 
Score: -18944170.000000 Penalty: 2954.000488
	Iteration 0F: 2 clusters Score -1.894417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74109 members 
Mstep: Class 2 contains 74830 members 
Entering Unmasked Estep 
Score: -18844698.000000 Penalty: 5908.000977
	Iteration 0F: 3 clusters Score -1.88447e+07 nChanged 71481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -18886068.000000 Penalty: 5908.000977
	Iteration 1F: 3 clusters Score -1.888607e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 82065 members 
Entering Unmasked Estep 
Score: -18887252.000000 Penalty: 5908.000977
	Iteration 2Q: 3 clusters Score -1.888725e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Mstep: Class 2 contains 86449 members 
Entering Unmasked Estep 
Score: -18888988.000000 Penalty: 5908.000977
	Iteration 3Q: 3 clusters Score -1.888899e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 93080 members 
Entering Unmasked Estep 
Score: -18892076.000000 Penalty: 5908.000977
	Iteration 4Q: 3 clusters Score -1.889208e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 102641 members 
Entering Unmasked Estep 
Score: -18898044.000000 Penalty: 5908.000977
	Iteration 5F: 3 clusters Score -1.889804e+07 nChanged 12915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 115550 members 
Entering Unmasked Estep 
Score: -18908656.000000 Penalty: 5908.000977
	Iteration 6F: 3 clusters Score -1.890866e+07 nChanged 14183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 129731 members 
Entering Unmasked Estep 
Score: -18922380.000000 Penalty: 5908.000977
	Iteration 7F: 3 clusters Score -1.892238e+07 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 140937 members 
Entering Unmasked Estep 
Score: -18933922.000000 Penalty: 5908.000977
	Iteration 8F: 3 clusters Score -1.893392e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 146657 members 
Entering Unmasked Estep 
Score: -18939482.000000 Penalty: 5908.000977
	Iteration 9Q: 3 clusters Score -1.893948e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 148327 members 
Entering Unmasked Estep 
Score: -18940998.000000 Penalty: 5908.000977
	Iteration 10Q: 3 clusters Score -1.8941e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 148649 members 
Entering Unmasked Estep 
Score: -18941328.000000 Penalty: 5908.000977
	Iteration 11Q: 3 clusters Score -1.894133e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 148705 members 
Entering Unmasked Estep 
Score: -18941436.000000 Penalty: 5908.000977
	Iteration 12Q: 3 clusters Score -1.894144e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 148723 members 
Entering Unmasked Estep 
Score: -18941480.000000 Penalty: 5908.000977
	Iteration 13Q: 3 clusters Score -1.894148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 148730 members 
Entering Unmasked Estep 
Score: -18941504.000000 Penalty: 5908.000977
	Iteration 14Q: 3 clusters Score -1.89415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 148739 members 
Entering Unmasked Estep 
Score: -18941526.000000 Penalty: 5908.000977
	Iteration 15Q: 3 clusters Score -1.894153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 148744 members 
Entering Unmasked Estep 
Score: -18941540.000000 Penalty: 5908.000977
	Iteration 16Q: 3 clusters Score -1.894154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 148745 members 
Entering Unmasked Estep 
Score: -18941542.000000 Penalty: 5908.000977
	Iteration 17Q: 3 clusters Score -1.894154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 148745 members 
Entering Unmasked Estep 
Score: -18941538.000000 Penalty: 5908.000977
	Iteration 18Q: 3 clusters Score -1.894154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 148745 members 
Entering Unmasked Estep 
Score: -18941538.000000 Penalty: 5908.000977
	Iteration 19F: 3 clusters Score -1.894154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -32106.464844 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -32106.46 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 169 members 
Entering Unmasked Estep 
Score: -30799.953125 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -30799.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31087.253906 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -31087.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31265.507812 Penalty: 2894.066162
	Iteration 2F: 3 clusters Score -31265.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31392.109375 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -31392.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31441.029297 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -31441.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31483.136719 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -31483.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31493.029297 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -31493.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31497.089844 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -31497.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31511.382812 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -31511.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31535.603516 Penalty: 2894.066162
	Iteration 9Q: 3 clusters Score -31535.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31620.365234 Penalty: 2894.066162
	Iteration 10Q: 3 clusters Score -31620.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31659.421875 Penalty: 2894.066162
	Iteration 11Q: 3 clusters Score -31659.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31681.833984 Penalty: 2894.066162
	Iteration 12Q: 3 clusters Score -31681.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31691.957031 Penalty: 2894.066162
	Iteration 13Q: 3 clusters Score -31691.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31713.912109 Penalty: 2894.066162
	Iteration 14Q: 3 clusters Score -31713.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31752.398438 Penalty: 2894.066162
	Iteration 15Q: 3 clusters Score -31752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31761.810547 Penalty: 2894.066162
	Iteration 16Q: 3 clusters Score -31761.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31785.685547 Penalty: 2894.066162
	Iteration 17Q: 3 clusters Score -31785.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31809.873047 Penalty: 2894.066162
	Iteration 18Q: 3 clusters Score -31809.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31892.943359 Penalty: 2894.066162
	Iteration 19Q: 3 clusters Score -31892.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31964.027344 Penalty: 2894.066162
	Iteration 20F: 3 clusters Score -31964.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32107.480469 Penalty: 2894.066162
	Iteration 21Q: 3 clusters Score -32107.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32108.900391 Penalty: 2894.066162
	Iteration 22Q: 3 clusters Score -32108.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32108.900391 Penalty: 2894.066162
	Iteration 23F: 3 clusters Score -32108.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143234 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 144020 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156901 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 148268 members 
Mstep: Class 11 contains 70098 members 
Mstep: Class 12 contains 68956 members 
Mstep: Class 13 contains 77993 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148137 members 
Mstep: Class 17 contains 111530 members 
Mstep: Class 18 contains 32878 members 
Mstep: Class 19 contains 148939 members 
Mstep: Class 20 contains 168 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Mstep: Class 23 contains 174 members 
Entering Unmasked Estep 
Score: -161336544.000000 Penalty: 80260.382812
Splitting cluster 20 changes total score from -161338560.000000 to -161336544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -45112.957031 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -45112.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43655.992188 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -43655.99 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43864.898438 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -43864.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43964.589844 Penalty: 3019.040283
	Iteration 2Q: 3 clusters Score -43964.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44008.398438 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -44008.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44065.464844 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -44065.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44108.519531 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -44108.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44165.886719 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -44165.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44226.093750 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -44226.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44280.402344 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -44280.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44315.402344 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -44315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44330.820312 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -44330.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44340.160156 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -44340.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44344.847656 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -44344.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44349.164062 Penalty: 3019.040283
	Iteration 13Q: 3 clusters Score -44349.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44352.968750 Penalty: 3019.040283
	Iteration 14Q: 3 clusters Score -44352.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44355.105469 Penalty: 3019.040283
	Iteration 15Q: 3 clusters Score -44355.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44355.105469 Penalty: 3019.040283
	Iteration 16F: 3 clusters Score -44355.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -80490.492188 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -80490.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78773.070312 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -78773.07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79169.093750 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -79169.09 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79497.203125 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -79497.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79781.554688 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -79781.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79979.835938 Penalty: 3283.556396
	Iteration 4F: 3 clusters Score -79979.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80215.453125 Penalty: 3283.556396
	Iteration 5F: 3 clusters Score -80215.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80478.109375 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -80478.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80626.523438 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -80626.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80723.851562 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -80723.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81004.750000 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -81004.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -81051.046875 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -81051.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81101.585938 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -81101.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81175.695312 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -81175.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81336.539062 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -81336.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81336.539062 Penalty: 3283.556396
	Iteration 14F: 3 clusters Score -81336.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143234 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 144020 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156901 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 148268 members 
Mstep: Class 11 contains 70098 members 
Mstep: Class 12 contains 68956 members 
Mstep: Class 13 contains 77993 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148137 members 
Mstep: Class 17 contains 111530 members 
Mstep: Class 18 contains 32878 members 
Mstep: Class 19 contains 148939 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 416 members 
Entering Unmasked Estep 
Score: -161337504.000000 Penalty: 80260.382812
Splitting cluster 22 changes total score from -161338560.000000 to -161337504.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143234 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 144020 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156901 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 148268 members 
Mstep: Class 11 contains 70098 members 
Mstep: Class 12 contains 68956 members 
Mstep: Class 13 contains 77993 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148137 members 
Mstep: Class 17 contains 111530 members 
Mstep: Class 18 contains 32878 members 
Mstep: Class 19 contains 148939 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338624.000000 Penalty: 76770.804688
Iteration 439Q: 23 clusters Score -1.613386e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143232 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 144006 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156899 members 
Mstep: Class 6 contains 15239 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 148275 members 
Mstep: Class 11 contains 70099 members 
Mstep: Class 12 contains 68959 members 
Mstep: Class 13 contains 77993 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148155 members 
Mstep: Class 17 contains 111532 members 
Mstep: Class 18 contains 32872 members 
Mstep: Class 19 contains 148932 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338752.000000 Penalty: 76770.804688
Iteration 440F: 23 clusters Score -1.613388e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143228 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143994 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156900 members 
Mstep: Class 6 contains 15242 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9440 members 
Mstep: Class 10 contains 148283 members 
Mstep: Class 11 contains 70096 members 
Mstep: Class 12 contains 68964 members 
Mstep: Class 13 contains 77988 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148192 members 
Mstep: Class 17 contains 111523 members 
Mstep: Class 18 contains 32867 members 
Mstep: Class 19 contains 148917 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338688.000000 Penalty: 76770.804688
Iteration 441Q: 23 clusters Score -1.613387e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143222 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143988 members 
Mstep: Class 4 contains 7060 members 
Mstep: Class 5 contains 156888 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9440 members 
Mstep: Class 10 contains 148292 members 
Mstep: Class 11 contains 70095 members 
Mstep: Class 12 contains 68965 members 
Mstep: Class 13 contains 77987 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148226 members 
Mstep: Class 17 contains 111519 members 
Mstep: Class 18 contains 32870 members 
Mstep: Class 19 contains 148901 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338688.000000 Penalty: 76770.804688
Iteration 442Q: 23 clusters Score -1.613387e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143221 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143983 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156890 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9437 members 
Mstep: Class 10 contains 148295 members 
Mstep: Class 11 contains 70094 members 
Mstep: Class 12 contains 68969 members 
Mstep: Class 13 contains 77985 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148248 members 
Mstep: Class 17 contains 111516 members 
Mstep: Class 18 contains 32868 members 
Mstep: Class 19 contains 148888 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338576.000000 Penalty: 76770.804688
Iteration 443Q: 23 clusters Score -1.613386e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143209 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143975 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156894 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9436 members 
Mstep: Class 10 contains 148302 members 
Mstep: Class 11 contains 70092 members 
Mstep: Class 12 contains 68971 members 
Mstep: Class 13 contains 77983 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148263 members 
Mstep: Class 17 contains 111515 members 
Mstep: Class 18 contains 32866 members 
Mstep: Class 19 contains 148888 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338736.000000 Penalty: 76770.804688
Iteration 444Q: 23 clusters Score -1.613387e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143204 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143971 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156898 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9436 members 
Mstep: Class 10 contains 148305 members 
Mstep: Class 11 contains 70090 members 
Mstep: Class 12 contains 68969 members 
Mstep: Class 13 contains 77979 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148282 members 
Mstep: Class 17 contains 111510 members 
Mstep: Class 18 contains 32866 members 
Mstep: Class 19 contains 148884 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338624.000000 Penalty: 76770.804688
Iteration 445Q: 23 clusters Score -1.613386e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143197 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143969 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156890 members 
Mstep: Class 6 contains 15242 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9437 members 
Mstep: Class 10 contains 148312 members 
Mstep: Class 11 contains 70088 members 
Mstep: Class 12 contains 68970 members 
Mstep: Class 13 contains 77980 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148297 members 
Mstep: Class 17 contains 111505 members 
Mstep: Class 18 contains 32865 members 
Mstep: Class 19 contains 148882 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338656.000000 Penalty: 76770.804688
Iteration 446Q: 23 clusters Score -1.613387e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143201 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143965 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156881 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9437 members 
Mstep: Class 10 contains 148316 members 
Mstep: Class 11 contains 70087 members 
Mstep: Class 12 contains 68970 members 
Mstep: Class 13 contains 77980 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148312 members 
Mstep: Class 17 contains 111502 members 
Mstep: Class 18 contains 32863 members 
Mstep: Class 19 contains 148880 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338576.000000 Penalty: 76770.804688
Iteration 447Q: 23 clusters Score -1.613386e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143200 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143957 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156876 members 
Mstep: Class 6 contains 15241 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9437 members 
Mstep: Class 10 contains 148324 members 
Mstep: Class 11 contains 70085 members 
Mstep: Class 12 contains 68973 members 
Mstep: Class 13 contains 77980 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148326 members 
Mstep: Class 17 contains 111497 members 
Mstep: Class 18 contains 32860 members 
Mstep: Class 19 contains 148878 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338640.000000 Penalty: 76770.804688
Iteration 448Q: 23 clusters Score -1.613386e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143204 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143950 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156886 members 
Mstep: Class 6 contains 15242 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 9438 members 
Mstep: Class 10 contains 148327 members 
Mstep: Class 11 contains 70086 members 
Mstep: Class 12 contains 68972 members 
Mstep: Class 13 contains 77975 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148326 members 
Mstep: Class 17 contains 111491 members 
Mstep: Class 18 contains 32860 members 
Mstep: Class 19 contains 148877 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338640.000000 Penalty: 76770.804688
Iteration 449Q: 23 clusters Score -1.613386e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143205 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143948 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156879 members 
Mstep: Class 6 contains 15242 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9439 members 
Mstep: Class 10 contains 148336 members 
Mstep: Class 11 contains 70088 members 
Mstep: Class 12 contains 68969 members 
Mstep: Class 13 contains 77971 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148329 members 
Mstep: Class 17 contains 111482 members 
Mstep: Class 18 contains 32859 members 
Mstep: Class 19 contains 148886 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338640.000000 Penalty: 76770.804688
Iteration 450Q: 23 clusters Score -1.613386e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143210 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143945 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156877 members 
Mstep: Class 6 contains 15245 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9439 members 
Mstep: Class 10 contains 148334 members 
Mstep: Class 11 contains 70088 members 
Mstep: Class 12 contains 68970 members 
Mstep: Class 13 contains 77972 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148335 members 
Mstep: Class 17 contains 111472 members 
Mstep: Class 18 contains 32860 members 
Mstep: Class 19 contains 148886 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338672.000000 Penalty: 76770.804688
Iteration 451Q: 23 clusters Score -1.613387e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143214 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143937 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156886 members 
Mstep: Class 6 contains 15245 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9439 members 
Mstep: Class 10 contains 148336 members 
Mstep: Class 11 contains 70087 members 
Mstep: Class 12 contains 68972 members 
Mstep: Class 13 contains 77972 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148336 members 
Mstep: Class 17 contains 111467 members 
Mstep: Class 18 contains 32858 members 
Mstep: Class 19 contains 148884 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338688.000000 Penalty: 76770.804688
Iteration 452Q: 23 clusters Score -1.613387e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143217 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143935 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156882 members 
Mstep: Class 6 contains 15244 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9438 members 
Mstep: Class 10 contains 148339 members 
Mstep: Class 11 contains 70087 members 
Mstep: Class 12 contains 68972 members 
Mstep: Class 13 contains 77970 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148342 members 
Mstep: Class 17 contains 111462 members 
Mstep: Class 18 contains 32857 members 
Mstep: Class 19 contains 148888 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338656.000000 Penalty: 76770.804688
Iteration 453Q: 23 clusters Score -1.613387e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143221 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143932 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156881 members 
Mstep: Class 6 contains 15245 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9437 members 
Mstep: Class 10 contains 148343 members 
Mstep: Class 11 contains 70083 members 
Mstep: Class 12 contains 68975 members 
Mstep: Class 13 contains 77969 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148340 members 
Mstep: Class 17 contains 111461 members 
Mstep: Class 18 contains 32858 members 
Mstep: Class 19 contains 148888 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338672.000000 Penalty: 76770.804688
Iteration 454Q: 23 clusters Score -1.613387e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143228 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143923 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156885 members 
Mstep: Class 6 contains 15246 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9438 members 
Mstep: Class 10 contains 148347 members 
Mstep: Class 11 contains 70081 members 
Mstep: Class 12 contains 68976 members 
Mstep: Class 13 contains 77967 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148346 members 
Mstep: Class 17 contains 111454 members 
Mstep: Class 18 contains 32856 members 
Mstep: Class 19 contains 148886 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338608.000000 Penalty: 76770.804688
Iteration 455Q: 23 clusters Score -1.613386e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143241 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143914 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156884 members 
Mstep: Class 6 contains 15249 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9440 members 
Mstep: Class 10 contains 148355 members 
Mstep: Class 11 contains 70079 members 
Mstep: Class 12 contains 68976 members 
Mstep: Class 13 contains 77964 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148341 members 
Mstep: Class 17 contains 111447 members 
Mstep: Class 18 contains 32851 members 
Mstep: Class 19 contains 148892 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338528.000000 Penalty: 76770.804688
Iteration 456Q: 23 clusters Score -1.613385e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143257 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143911 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156874 members 
Mstep: Class 6 contains 15249 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9440 members 
Mstep: Class 10 contains 148355 members 
Mstep: Class 11 contains 70078 members 
Mstep: Class 12 contains 68979 members 
Mstep: Class 13 contains 77961 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148341 members 
Mstep: Class 17 contains 111445 members 
Mstep: Class 18 contains 32852 members 
Mstep: Class 19 contains 148891 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338640.000000 Penalty: 76770.804688
Iteration 457Q: 23 clusters Score -1.613386e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143268 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143906 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156872 members 
Mstep: Class 6 contains 15248 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9440 members 
Mstep: Class 10 contains 148361 members 
Mstep: Class 11 contains 70073 members 
Mstep: Class 12 contains 68979 members 
Mstep: Class 13 contains 77958 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148342 members 
Mstep: Class 17 contains 111442 members 
Mstep: Class 18 contains 32851 members 
Mstep: Class 19 contains 148893 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338592.000000 Penalty: 76770.804688
Iteration 458Q: 23 clusters Score -1.613386e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143279 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143903 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156861 members 
Mstep: Class 6 contains 15247 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 148368 members 
Mstep: Class 11 contains 70071 members 
Mstep: Class 12 contains 68979 members 
Mstep: Class 13 contains 77959 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148341 members 
Mstep: Class 17 contains 111438 members 
Mstep: Class 18 contains 32849 members 
Mstep: Class 19 contains 148897 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338560.000000 Penalty: 76770.804688
Iteration 459Q: 23 clusters Score -1.613386e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143296 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143895 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156849 members 
Mstep: Class 6 contains 15246 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 148375 members 
Mstep: Class 11 contains 70069 members 
Mstep: Class 12 contains 68977 members 
Mstep: Class 13 contains 77957 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148349 members 
Mstep: Class 17 contains 111434 members 
Mstep: Class 18 contains 32848 members 
Mstep: Class 19 contains 148897 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338512.000000 Penalty: 76770.804688
Iteration 460F: 23 clusters Score -1.613385e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143311 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143880 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156838 members 
Mstep: Class 6 contains 15246 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 148378 members 
Mstep: Class 11 contains 70068 members 
Mstep: Class 12 contains 68976 members 
Mstep: Class 13 contains 77958 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148368 members 
Mstep: Class 17 contains 111431 members 
Mstep: Class 18 contains 32848 members 
Mstep: Class 19 contains 148888 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338480.000000 Penalty: 76770.804688
Iteration 461Q: 23 clusters Score -1.613385e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143324 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143863 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156833 members 
Mstep: Class 6 contains 15243 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9442 members 
Mstep: Class 10 contains 148383 members 
Mstep: Class 11 contains 70065 members 
Mstep: Class 12 contains 68976 members 
Mstep: Class 13 contains 77958 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148391 members 
Mstep: Class 17 contains 111425 members 
Mstep: Class 18 contains 32846 members 
Mstep: Class 19 contains 148884 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338576.000000 Penalty: 76770.804688
Iteration 462Q: 23 clusters Score -1.613386e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143331 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143843 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156843 members 
Mstep: Class 6 contains 15242 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9442 members 
Mstep: Class 10 contains 148380 members 
Mstep: Class 11 contains 70060 members 
Mstep: Class 12 contains 68976 members 
Mstep: Class 13 contains 77956 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148415 members 
Mstep: Class 17 contains 111412 members 
Mstep: Class 18 contains 32847 members 
Mstep: Class 19 contains 148886 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338416.000000 Penalty: 76770.804688
Iteration 463Q: 23 clusters Score -1.613384e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143339 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143830 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156841 members 
Mstep: Class 6 contains 15243 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9442 members 
Mstep: Class 10 contains 148376 members 
Mstep: Class 11 contains 70054 members 
Mstep: Class 12 contains 68973 members 
Mstep: Class 13 contains 77955 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148440 members 
Mstep: Class 17 contains 111403 members 
Mstep: Class 18 contains 32847 members 
Mstep: Class 19 contains 148890 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338512.000000 Penalty: 76770.804688
Iteration 464Q: 23 clusters Score -1.613385e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143345 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143818 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156848 members 
Mstep: Class 6 contains 15242 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9444 members 
Mstep: Class 10 contains 148383 members 
Mstep: Class 11 contains 70050 members 
Mstep: Class 12 contains 68972 members 
Mstep: Class 13 contains 77953 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148451 members 
Mstep: Class 17 contains 111393 members 
Mstep: Class 18 contains 32846 members 
Mstep: Class 19 contains 148888 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338464.000000 Penalty: 76770.804688
Iteration 465Q: 23 clusters Score -1.613385e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143356 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143807 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156858 members 
Mstep: Class 6 contains 15242 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 148388 members 
Mstep: Class 11 contains 70043 members 
Mstep: Class 12 contains 68971 members 
Mstep: Class 13 contains 77950 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148457 members 
Mstep: Class 17 contains 111381 members 
Mstep: Class 18 contains 32845 members 
Mstep: Class 19 contains 148892 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338528.000000 Penalty: 76770.804688
Iteration 466Q: 23 clusters Score -1.613385e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143364 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143796 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156883 members 
Mstep: Class 6 contains 15242 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 148380 members 
Mstep: Class 11 contains 70036 members 
Mstep: Class 12 contains 68966 members 
Mstep: Class 13 contains 77948 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148474 members 
Mstep: Class 17 contains 111366 members 
Mstep: Class 18 contains 32843 members 
Mstep: Class 19 contains 148892 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338576.000000 Penalty: 76770.804688
Iteration 467Q: 23 clusters Score -1.613386e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143361 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143791 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156897 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 148382 members 
Mstep: Class 11 contains 70031 members 
Mstep: Class 12 contains 68963 members 
Mstep: Class 13 contains 77948 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148492 members 
Mstep: Class 17 contains 111360 members 
Mstep: Class 18 contains 32836 members 
Mstep: Class 19 contains 148891 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338544.000000 Penalty: 76770.804688
Iteration 468Q: 23 clusters Score -1.613385e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143350 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143785 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156906 members 
Mstep: Class 6 contains 15237 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 148388 members 
Mstep: Class 11 contains 70028 members 
Mstep: Class 12 contains 68966 members 
Mstep: Class 13 contains 77945 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148496 members 
Mstep: Class 17 contains 111364 members 
Mstep: Class 18 contains 32827 members 
Mstep: Class 19 contains 148900 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338432.000000 Penalty: 76770.804688
Iteration 469Q: 23 clusters Score -1.613384e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143351 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143779 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156910 members 
Mstep: Class 6 contains 15237 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 148391 members 
Mstep: Class 11 contains 70022 members 
Mstep: Class 12 contains 68965 members 
Mstep: Class 13 contains 77945 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148511 members 
Mstep: Class 17 contains 111362 members 
Mstep: Class 18 contains 32817 members 
Mstep: Class 19 contains 148902 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338448.000000 Penalty: 76770.804688
Iteration 470Q: 23 clusters Score -1.613384e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143349 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143773 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156934 members 
Mstep: Class 6 contains 15237 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 148394 members 
Mstep: Class 11 contains 70015 members 
Mstep: Class 12 contains 68967 members 
Mstep: Class 13 contains 77945 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148506 members 
Mstep: Class 17 contains 111356 members 
Mstep: Class 18 contains 32813 members 
Mstep: Class 19 contains 148903 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338480.000000 Penalty: 76770.804688
Iteration 471Q: 23 clusters Score -1.613385e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143349 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143770 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156952 members 
Mstep: Class 6 contains 15235 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 148400 members 
Mstep: Class 11 contains 70005 members 
Mstep: Class 12 contains 68968 members 
Mstep: Class 13 contains 77945 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148505 members 
Mstep: Class 17 contains 111356 members 
Mstep: Class 18 contains 32807 members 
Mstep: Class 19 contains 148900 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338496.000000 Penalty: 76770.804688
Iteration 472Q: 23 clusters Score -1.613385e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143347 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143765 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156970 members 
Mstep: Class 6 contains 15235 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 148407 members 
Mstep: Class 11 contains 69998 members 
Mstep: Class 12 contains 68970 members 
Mstep: Class 13 contains 77946 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148500 members 
Mstep: Class 17 contains 111355 members 
Mstep: Class 18 contains 32804 members 
Mstep: Class 19 contains 148895 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338416.000000 Penalty: 76770.804688
Iteration 473Q: 23 clusters Score -1.613384e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143344 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143761 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156993 members 
Mstep: Class 6 contains 15235 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 148412 members 
Mstep: Class 11 contains 69998 members 
Mstep: Class 12 contains 68969 members 
Mstep: Class 13 contains 77944 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148487 members 
Mstep: Class 17 contains 111354 members 
Mstep: Class 18 contains 32804 members 
Mstep: Class 19 contains 148891 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338368.000000 Penalty: 76770.804688
Iteration 474Q: 23 clusters Score -1.613384e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143347 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143751 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156999 members 
Mstep: Class 6 contains 15236 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9442 members 
Mstep: Class 10 contains 148414 members 
Mstep: Class 11 contains 69994 members 
Mstep: Class 12 contains 68971 members 
Mstep: Class 13 contains 77943 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148491 members 
Mstep: Class 17 contains 111354 members 
Mstep: Class 18 contains 32800 members 
Mstep: Class 19 contains 148891 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338336.000000 Penalty: 76770.804688
Iteration 475Q: 23 clusters Score -1.613383e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143351 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143737 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157004 members 
Mstep: Class 6 contains 15236 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9442 members 
Mstep: Class 10 contains 148415 members 
Mstep: Class 11 contains 69992 members 
Mstep: Class 12 contains 68970 members 
Mstep: Class 13 contains 77942 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148492 members 
Mstep: Class 17 contains 111354 members 
Mstep: Class 18 contains 32798 members 
Mstep: Class 19 contains 148900 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338368.000000 Penalty: 76770.804688
Iteration 476Q: 23 clusters Score -1.613384e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143350 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143732 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156998 members 
Mstep: Class 6 contains 15237 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9442 members 
Mstep: Class 10 contains 148420 members 
Mstep: Class 11 contains 69993 members 
Mstep: Class 12 contains 68968 members 
Mstep: Class 13 contains 77942 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148493 members 
Mstep: Class 17 contains 111352 members 
Mstep: Class 18 contains 32798 members 
Mstep: Class 19 contains 148908 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338352.000000 Penalty: 76770.804688
Iteration 477Q: 23 clusters Score -1.613384e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143363 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143723 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156998 members 
Mstep: Class 6 contains 15237 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9442 members 
Mstep: Class 10 contains 148418 members 
Mstep: Class 11 contains 69991 members 
Mstep: Class 12 contains 68968 members 
Mstep: Class 13 contains 77942 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148502 members 
Mstep: Class 17 contains 111349 members 
Mstep: Class 18 contains 32799 members 
Mstep: Class 19 contains 148901 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338400.000000 Penalty: 76770.804688
Iteration 478Q: 23 clusters Score -1.613384e+08 nChanged 85
Entering ConstructFrom: 
Score: -161338400.000000 Penalty: 76770.804688
Entering ConstructFrom: 
Trying to split cluster 1 (143367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143367 members 
Entering Unmasked Estep 
Score: -18228856.000000 Penalty: 2944.544434
	Iteration 0F: 2 clusters Score -1.822886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 71697 members 
Entering Unmasked Estep 
Score: -18133788.000000 Penalty: 5889.088867
	Iteration 0F: 3 clusters Score -1.813379e+07 nChanged 68292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68826 members 
Mstep: Class 2 contains 74541 members 
Entering Unmasked Estep 
Score: -18174184.000000 Penalty: 5889.088867
	Iteration 1F: 3 clusters Score -1.817418e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 76471 members 
Entering Unmasked Estep 
Score: -18175872.000000 Penalty: 5889.088867
	Iteration 2Q: 3 clusters Score -1.817587e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -18177886.000000 Penalty: 5889.088867
	Iteration 3Q: 3 clusters Score -1.817789e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -18180728.000000 Penalty: 5889.088867
	Iteration 4Q: 3 clusters Score -1.818073e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -18185086.000000 Penalty: 5889.088867
	Iteration 5F: 3 clusters Score -1.818509e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -18190858.000000 Penalty: 5889.088867
	Iteration 6F: 3 clusters Score -1.819086e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 102112 members 
Entering Unmasked Estep 
Score: -18197992.000000 Penalty: 5889.088867
	Iteration 7F: 3 clusters Score -1.819799e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 109097 members 
Entering Unmasked Estep 
Score: -18205490.000000 Penalty: 5889.088867
	Iteration 8F: 3 clusters Score -1.820549e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -18211720.000000 Penalty: 5889.088867
	Iteration 9F: 3 clusters Score -1.821172e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 118936 members 
Entering Unmasked Estep 
Score: -18215786.000000 Penalty: 5889.088867
	Iteration 10Q: 3 clusters Score -1.821579e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 122005 members 
Entering Unmasked Estep 
Score: -18217976.000000 Penalty: 5889.088867
	Iteration 11Q: 3 clusters Score -1.821798e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 124610 members 
Entering Unmasked Estep 
Score: -18219486.000000 Penalty: 5889.088867
	Iteration 12Q: 3 clusters Score -1.821949e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 126914 members 
Entering Unmasked Estep 
Score: -18220680.000000 Penalty: 5889.088867
	Iteration 13Q: 3 clusters Score -1.822068e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 128917 members 
Entering Unmasked Estep 
Score: -18221724.000000 Penalty: 5889.088867
	Iteration 14Q: 3 clusters Score -1.822172e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 130734 members 
Entering Unmasked Estep 
Score: -18222574.000000 Penalty: 5889.088867
	Iteration 15Q: 3 clusters Score -1.822257e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 132297 members 
Entering Unmasked Estep 
Score: -18223316.000000 Penalty: 5889.088867
	Iteration 16Q: 3 clusters Score -1.822332e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 133634 members 
Entering Unmasked Estep 
Score: -18223964.000000 Penalty: 5889.088867
	Iteration 17Q: 3 clusters Score -1.822396e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 134768 members 
Entering Unmasked Estep 
Score: -18224472.000000 Penalty: 5889.088867
	Iteration 18Q: 3 clusters Score -1.822447e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 135738 members 
Entering Unmasked Estep 
Score: -18224834.000000 Penalty: 5889.088867
	Iteration 19Q: 3 clusters Score -1.822483e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 136608 members 
Entering Unmasked Estep 
Score: -18225206.000000 Penalty: 5889.088867
	Iteration 20F: 3 clusters Score -1.822521e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 137366 members 
Entering Unmasked Estep 
Score: -18225454.000000 Penalty: 5889.088867
	Iteration 21Q: 3 clusters Score -1.822545e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 138006 members 
Entering Unmasked Estep 
Score: -18225726.000000 Penalty: 5889.088867
	Iteration 22Q: 3 clusters Score -1.822573e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 138584 members 
Entering Unmasked Estep 
Score: -18226038.000000 Penalty: 5889.088867
	Iteration 23Q: 3 clusters Score -1.822604e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 139022 members 
Entering Unmasked Estep 
Score: -18226216.000000 Penalty: 5889.088867
	Iteration 24Q: 3 clusters Score -1.822622e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 139410 members 
Entering Unmasked Estep 
Score: -18226332.000000 Penalty: 5889.088867
	Iteration 25Q: 3 clusters Score -1.822633e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 139754 members 
Entering Unmasked Estep 
Score: -18226470.000000 Penalty: 5889.088867
	Iteration 26Q: 3 clusters Score -1.822647e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 140039 members 
Entering Unmasked Estep 
Score: -18226556.000000 Penalty: 5889.088867
	Iteration 27Q: 3 clusters Score -1.822656e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 140271 members 
Entering Unmasked Estep 
Score: -18226626.000000 Penalty: 5889.088867
	Iteration 28Q: 3 clusters Score -1.822663e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 140456 members 
Entering Unmasked Estep 
Score: -18226688.000000 Penalty: 5889.088867
	Iteration 29Q: 3 clusters Score -1.822669e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 140619 members 
Entering Unmasked Estep 
Score: -18226728.000000 Penalty: 5889.088867
	Iteration 30Q: 3 clusters Score -1.822673e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 140726 members 
Entering Unmasked Estep 
Score: -18226708.000000 Penalty: 5889.088867
	Iteration 31Q: 3 clusters Score -1.822671e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 140826 members 
Entering Unmasked Estep 
Score: -18226752.000000 Penalty: 5889.088867
	Iteration 32Q: 3 clusters Score -1.822675e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 140925 members 
Entering Unmasked Estep 
Score: -18226760.000000 Penalty: 5889.088867
	Iteration 33Q: 3 clusters Score -1.822676e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 141001 members 
Entering Unmasked Estep 
Score: -18226736.000000 Penalty: 5889.088867
	Iteration 34Q: 3 clusters Score -1.822674e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 141076 members 
Entering Unmasked Estep 
Score: -18226782.000000 Penalty: 5889.088867
	Iteration 35Q: 3 clusters Score -1.822678e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 141153 members 
Entering Unmasked Estep 
Score: -18226796.000000 Penalty: 5889.088867
	Iteration 36Q: 3 clusters Score -1.82268e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 141224 members 
Entering Unmasked Estep 
Score: -18226822.000000 Penalty: 5889.088867
	Iteration 37Q: 3 clusters Score -1.822682e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 141288 members 
Entering Unmasked Estep 
Score: -18226810.000000 Penalty: 5889.088867
	Iteration 38Q: 3 clusters Score -1.822681e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 141345 members 
Entering Unmasked Estep 
Score: -18226812.000000 Penalty: 5889.088867
	Iteration 39Q: 3 clusters Score -1.822681e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 141394 members 
Entering Unmasked Estep 
Score: -18226810.000000 Penalty: 5889.088867
	Iteration 40F: 3 clusters Score -1.822681e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 141436 members 
Entering Unmasked Estep 
Score: -18226826.000000 Penalty: 5889.088867
	Iteration 41Q: 3 clusters Score -1.822683e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 141470 members 
Entering Unmasked Estep 
Score: -18226842.000000 Penalty: 5889.088867
	Iteration 42Q: 3 clusters Score -1.822684e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 141507 members 
Entering Unmasked Estep 
Score: -18226862.000000 Penalty: 5889.088867
	Iteration 43Q: 3 clusters Score -1.822686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 141529 members 
Entering Unmasked Estep 
Score: -18226844.000000 Penalty: 5889.088867
	Iteration 44Q: 3 clusters Score -1.822684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 141546 members 
Entering Unmasked Estep 
Score: -18226850.000000 Penalty: 5889.088867
	Iteration 45Q: 3 clusters Score -1.822685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 141551 members 
Entering Unmasked Estep 
Score: -18226840.000000 Penalty: 5889.088867
	Iteration 46Q: 3 clusters Score -1.822684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 141554 members 
Entering Unmasked Estep 
Score: -18226846.000000 Penalty: 5889.088867
	Iteration 47Q: 3 clusters Score -1.822685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 141559 members 
Entering Unmasked Estep 
Score: -18226836.000000 Penalty: 5889.088867
	Iteration 48Q: 3 clusters Score -1.822684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 141564 members 
Entering Unmasked Estep 
Score: -18226832.000000 Penalty: 5889.088867
	Iteration 49Q: 3 clusters Score -1.822683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 141570 members 
Entering Unmasked Estep 
Score: -18226822.000000 Penalty: 5889.088867
	Iteration 50Q: 3 clusters Score -1.822682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 141575 members 
Entering Unmasked Estep 
Score: -18226830.000000 Penalty: 5889.088867
	Iteration 51Q: 3 clusters Score -1.822683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 141578 members 
Entering Unmasked Estep 
Score: -18226826.000000 Penalty: 5889.088867
	Iteration 52Q: 3 clusters Score -1.822683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 141582 members 
Entering Unmasked Estep 
Score: -18226828.000000 Penalty: 5889.088867
	Iteration 53Q: 3 clusters Score -1.822683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 141585 members 
Entering Unmasked Estep 
Score: -18226808.000000 Penalty: 5889.088867
	Iteration 54Q: 3 clusters Score -1.822681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 141586 members 
Entering Unmasked Estep 
Score: -18226808.000000 Penalty: 5889.088867
	Iteration 55Q: 3 clusters Score -1.822681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 141587 members 
Entering Unmasked Estep 
Score: -18226810.000000 Penalty: 5889.088867
	Iteration 56Q: 3 clusters Score -1.822681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 141588 members 
Entering Unmasked Estep 
Score: -18226804.000000 Penalty: 5889.088867
	Iteration 57Q: 3 clusters Score -1.82268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 141589 members 
Entering Unmasked Estep 
Score: -18226814.000000 Penalty: 5889.088867
	Iteration 58Q: 3 clusters Score -1.822681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 141590 members 
Entering Unmasked Estep 
Score: -18226814.000000 Penalty: 5889.088867
	Iteration 59Q: 3 clusters Score -1.822681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 141591 members 
Entering Unmasked Estep 
Score: -18226818.000000 Penalty: 5889.088867
	Iteration 60F: 3 clusters Score -1.822682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Entering Unmasked Estep 
Score: -509664.687500 Penalty: 2064.315186
	Iteration 0F: 2 clusters Score -509664.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -505760.406250 Penalty: 4128.630371
	Iteration 0F: 3 clusters Score -505760.4 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -506763.625000 Penalty: 4128.630371
	Iteration 1F: 3 clusters Score -506763.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -507053.187500 Penalty: 4128.630371
	Iteration 2F: 3 clusters Score -507053.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -507305.500000 Penalty: 4128.630371
	Iteration 3F: 3 clusters Score -507305.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -507517.437500 Penalty: 4128.630371
	Iteration 4Q: 3 clusters Score -507517.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -507698.843750 Penalty: 4128.630371
	Iteration 5Q: 3 clusters Score -507698.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -507882.500000 Penalty: 4128.630371
	Iteration 6Q: 3 clusters Score -507882.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -508092.968750 Penalty: 4128.630371
	Iteration 7Q: 3 clusters Score -508093 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -508370.187500 Penalty: 4128.630371
	Iteration 8F: 3 clusters Score -508370.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -508705.156250 Penalty: 4128.630371
	Iteration 9F: 3 clusters Score -508705.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -509003.812500 Penalty: 4128.630371
	Iteration 10F: 3 clusters Score -509003.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -509212.687500 Penalty: 4128.630371
	Iteration 11Q: 3 clusters Score -509212.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -509290.125000 Penalty: 4128.630371
	Iteration 12Q: 3 clusters Score -509290.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -509313.000000 Penalty: 4128.630371
	Iteration 13Q: 3 clusters Score -509313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -509322.906250 Penalty: 4128.630371
	Iteration 14Q: 3 clusters Score -509322.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -509330.343750 Penalty: 4128.630371
	Iteration 15Q: 3 clusters Score -509330.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -509337.250000 Penalty: 4128.630371
	Iteration 16Q: 3 clusters Score -509337.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -509341.812500 Penalty: 4128.630371
	Iteration 17Q: 3 clusters Score -509341.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -509342.812500 Penalty: 4128.630371
	Iteration 18Q: 3 clusters Score -509342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -509344.062500 Penalty: 4128.630371
	Iteration 19Q: 3 clusters Score -509344.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -509344.312500 Penalty: 4128.630371
	Iteration 20F: 3 clusters Score -509344.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (143714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143714 members 
Entering Unmasked Estep 
Score: -18525384.000000 Penalty: 2945.144043
	Iteration 0F: 2 clusters Score -1.852538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 71513 members 
Entering Unmasked Estep 
Score: -18433636.000000 Penalty: 5890.288086
	Iteration 0F: 3 clusters Score -1.843364e+07 nChanged 68525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77164 members 
Mstep: Class 2 contains 66550 members 
Entering Unmasked Estep 
Score: -18473512.000000 Penalty: 5890.288086
	Iteration 1F: 3 clusters Score -1.847351e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80207 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
Score: -18475018.000000 Penalty: 5890.288086
	Iteration 2Q: 3 clusters Score -1.847502e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84753 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -18477378.000000 Penalty: 5890.288086
	Iteration 3Q: 3 clusters Score -1.847738e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91209 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -18480980.000000 Penalty: 5890.288086
	Iteration 4F: 3 clusters Score -1.848098e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99985 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -18487376.000000 Penalty: 5890.288086
	Iteration 5F: 3 clusters Score -1.848738e+07 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110395 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -18495946.000000 Penalty: 5890.288086
	Iteration 6F: 3 clusters Score -1.849595e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120201 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -18504696.000000 Penalty: 5890.288086
	Iteration 7F: 3 clusters Score -1.85047e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127416 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -18511350.000000 Penalty: 5890.288086
	Iteration 8F: 3 clusters Score -1.851135e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131801 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -18515242.000000 Penalty: 5890.288086
	Iteration 9Q: 3 clusters Score -1.851524e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134625 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -18517574.000000 Penalty: 5890.288086
	Iteration 10Q: 3 clusters Score -1.851757e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136572 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -18519122.000000 Penalty: 5890.288086
	Iteration 11Q: 3 clusters Score -1.851912e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138023 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -18520208.000000 Penalty: 5890.288086
	Iteration 12Q: 3 clusters Score -1.852021e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139150 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -18520984.000000 Penalty: 5890.288086
	Iteration 13Q: 3 clusters Score -1.852098e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140001 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -18521510.000000 Penalty: 5890.288086
	Iteration 14Q: 3 clusters Score -1.852151e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140720 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -18521876.000000 Penalty: 5890.288086
	Iteration 15Q: 3 clusters Score -1.852188e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141266 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -18522164.000000 Penalty: 5890.288086
	Iteration 16Q: 3 clusters Score -1.852216e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141653 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -18522390.000000 Penalty: 5890.288086
	Iteration 17Q: 3 clusters Score -1.852239e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141940 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -18522628.000000 Penalty: 5890.288086
	Iteration 18Q: 3 clusters Score -1.852263e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142125 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -18522750.000000 Penalty: 5890.288086
	Iteration 19Q: 3 clusters Score -1.852275e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142272 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -18522842.000000 Penalty: 5890.288086
	Iteration 20F: 3 clusters Score -1.852284e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142371 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -18522872.000000 Penalty: 5890.288086
	Iteration 21Q: 3 clusters Score -1.852287e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142440 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -18522912.000000 Penalty: 5890.288086
	Iteration 22Q: 3 clusters Score -1.852291e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142500 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -18522938.000000 Penalty: 5890.288086
	Iteration 23Q: 3 clusters Score -1.852294e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142547 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -18522960.000000 Penalty: 5890.288086
	Iteration 24Q: 3 clusters Score -1.852296e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142584 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -18522974.000000 Penalty: 5890.288086
	Iteration 25Q: 3 clusters Score -1.852297e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142615 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -18522988.000000 Penalty: 5890.288086
	Iteration 26Q: 3 clusters Score -1.852299e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142638 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -18523004.000000 Penalty: 5890.288086
	Iteration 27Q: 3 clusters Score -1.8523e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142664 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -18522998.000000 Penalty: 5890.288086
	Iteration 28Q: 3 clusters Score -1.8523e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142687 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -18522998.000000 Penalty: 5890.288086
	Iteration 29Q: 3 clusters Score -1.8523e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142708 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -18523046.000000 Penalty: 5890.288086
	Iteration 30Q: 3 clusters Score -1.852305e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142730 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -18523066.000000 Penalty: 5890.288086
	Iteration 31Q: 3 clusters Score -1.852307e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142749 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -18523070.000000 Penalty: 5890.288086
	Iteration 32Q: 3 clusters Score -1.852307e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142773 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -18523092.000000 Penalty: 5890.288086
	Iteration 33Q: 3 clusters Score -1.852309e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142786 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -18523092.000000 Penalty: 5890.288086
	Iteration 34Q: 3 clusters Score -1.852309e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142801 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -18523094.000000 Penalty: 5890.288086
	Iteration 35Q: 3 clusters Score -1.852309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142813 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -18523114.000000 Penalty: 5890.288086
	Iteration 36Q: 3 clusters Score -1.852311e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142827 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -18523120.000000 Penalty: 5890.288086
	Iteration 37Q: 3 clusters Score -1.852312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142836 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -18523134.000000 Penalty: 5890.288086
	Iteration 38Q: 3 clusters Score -1.852313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142837 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -18523132.000000 Penalty: 5890.288086
	Iteration 39Q: 3 clusters Score -1.852313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142838 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -18523138.000000 Penalty: 5890.288086
	Iteration 40F: 3 clusters Score -1.852314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142841 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -18523132.000000 Penalty: 5890.288086
	Iteration 41Q: 3 clusters Score -1.852313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142841 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -18523138.000000 Penalty: 5890.288086
	Iteration 42Q: 3 clusters Score -1.852314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142841 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -18523138.000000 Penalty: 5890.288086
	Iteration 43Q: 3 clusters Score -1.852314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142841 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -18523138.000000 Penalty: 5890.288086
	Iteration 44F: 3 clusters Score -1.852314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Entering Unmasked Estep 
Score: -849998.625000 Penalty: 2197.790527
	Iteration 0F: 2 clusters Score -849998.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -844246.625000 Penalty: 4395.581055
	Iteration 0F: 3 clusters Score -844246.6 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -845782.125000 Penalty: 4395.581055
	Iteration 1F: 3 clusters Score -845782.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -846227.125000 Penalty: 4395.581055
	Iteration 2F: 3 clusters Score -846227.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -846627.562500 Penalty: 4395.581055
	Iteration 3F: 3 clusters Score -846627.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -846943.062500 Penalty: 4395.581055
	Iteration 4F: 3 clusters Score -846943.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -847213.187500 Penalty: 4395.581055
	Iteration 5F: 3 clusters Score -847213.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -847481.937500 Penalty: 4395.581055
	Iteration 6F: 3 clusters Score -847481.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -847758.437500 Penalty: 4395.581055
	Iteration 7F: 3 clusters Score -847758.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -847962.750000 Penalty: 4395.581055
	Iteration 8Q: 3 clusters Score -847962.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -848100.875000 Penalty: 4395.581055
	Iteration 9Q: 3 clusters Score -848100.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -848219.875000 Penalty: 4395.581055
	Iteration 10Q: 3 clusters Score -848219.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -848317.750000 Penalty: 4395.581055
	Iteration 11Q: 3 clusters Score -848317.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -848378.875000 Penalty: 4395.581055
	Iteration 12Q: 3 clusters Score -848378.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -848424.187500 Penalty: 4395.581055
	Iteration 13Q: 3 clusters Score -848424.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -848462.125000 Penalty: 4395.581055
	Iteration 14Q: 3 clusters Score -848462.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -848500.125000 Penalty: 4395.581055
	Iteration 15Q: 3 clusters Score -848500.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -848526.250000 Penalty: 4395.581055
	Iteration 16Q: 3 clusters Score -848526.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -848541.562500 Penalty: 4395.581055
	Iteration 17Q: 3 clusters Score -848541.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -848557.125000 Penalty: 4395.581055
	Iteration 18Q: 3 clusters Score -848557.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -848565.937500 Penalty: 4395.581055
	Iteration 19Q: 3 clusters Score -848565.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -848574.562500 Penalty: 4395.581055
	Iteration 20F: 3 clusters Score -848574.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -848589.062500 Penalty: 4395.581055
	Iteration 21Q: 3 clusters Score -848589.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -848598.875000 Penalty: 4395.581055
	Iteration 22Q: 3 clusters Score -848598.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -848610.875000 Penalty: 4395.581055
	Iteration 23Q: 3 clusters Score -848610.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -848622.750000 Penalty: 4395.581055
	Iteration 24Q: 3 clusters Score -848622.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -848636.437500 Penalty: 4395.581055
	Iteration 25Q: 3 clusters Score -848636.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -848651.062500 Penalty: 4395.581055
	Iteration 26Q: 3 clusters Score -848651.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -848668.187500 Penalty: 4395.581055
	Iteration 27Q: 3 clusters Score -848668.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -848677.562500 Penalty: 4395.581055
	Iteration 28Q: 3 clusters Score -848677.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -848684.187500 Penalty: 4395.581055
	Iteration 29Q: 3 clusters Score -848684.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -848686.125000 Penalty: 4395.581055
	Iteration 30Q: 3 clusters Score -848686.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -848688.937500 Penalty: 4395.581055
	Iteration 31Q: 3 clusters Score -848688.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -848694.437500 Penalty: 4395.581055
	Iteration 32Q: 3 clusters Score -848694.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -848703.187500 Penalty: 4395.581055
	Iteration 33Q: 3 clusters Score -848703.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -848710.750000 Penalty: 4395.581055
	Iteration 34Q: 3 clusters Score -848710.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -848713.875000 Penalty: 4395.581055
	Iteration 35Q: 3 clusters Score -848713.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -848717.500000 Penalty: 4395.581055
	Iteration 36Q: 3 clusters Score -848717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -848718.125000 Penalty: 4395.581055
	Iteration 37Q: 3 clusters Score -848718.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -848718.125000 Penalty: 4395.581055
	Iteration 38F: 3 clusters Score -848718.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (157003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157003 members 
Entering Unmasked Estep 
Score: -20196670.000000 Penalty: 2967.076904
	Iteration 0F: 2 clusters Score -2.019667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 78439 members 
Entering Unmasked Estep 
Score: -20093954.000000 Penalty: 5934.153809
	Iteration 0F: 3 clusters Score -2.009395e+07 nChanged 75355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 78246 members 
Entering Unmasked Estep 
Score: -20137862.000000 Penalty: 5934.153809
	Iteration 1F: 3 clusters Score -2.013786e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 77913 members 
Entering Unmasked Estep 
Score: -20138732.000000 Penalty: 5934.153809
	Iteration 2Q: 3 clusters Score -2.013873e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -20139356.000000 Penalty: 5934.153809
	Iteration 3Q: 3 clusters Score -2.013936e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 76686 members 
Entering Unmasked Estep 
Score: -20139764.000000 Penalty: 5934.153809
	Iteration 4Q: 3 clusters Score -2.013976e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -20140260.000000 Penalty: 5934.153809
	Iteration 5Q: 3 clusters Score -2.014026e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82922 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -20140972.000000 Penalty: 5934.153809
	Iteration 6Q: 3 clusters Score -2.014097e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 71811 members 
Entering Unmasked Estep 
Score: -20141980.000000 Penalty: 5934.153809
	Iteration 7Q: 3 clusters Score -2.014198e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88405 members 
Mstep: Class 2 contains 68598 members 
Entering Unmasked Estep 
Score: -20143492.000000 Penalty: 5934.153809
	Iteration 8Q: 3 clusters Score -2.014349e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92930 members 
Mstep: Class 2 contains 64073 members 
Entering Unmasked Estep 
Score: -20145858.000000 Penalty: 5934.153809
	Iteration 9Q: 3 clusters Score -2.014586e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99156 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -20149428.000000 Penalty: 5934.153809
	Iteration 10Q: 3 clusters Score -2.014943e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106667 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -20154956.000000 Penalty: 5934.153809
	Iteration 11F: 3 clusters Score -2.015496e+07 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114991 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -20161990.000000 Penalty: 5934.153809
	Iteration 12F: 3 clusters Score -2.016199e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122823 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -20169472.000000 Penalty: 5934.153809
	Iteration 13F: 3 clusters Score -2.016947e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128929 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -20176028.000000 Penalty: 5934.153809
	Iteration 14Q: 3 clusters Score -2.017603e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132903 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -20180666.000000 Penalty: 5934.153809
	Iteration 15Q: 3 clusters Score -2.018067e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135624 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -20183222.000000 Penalty: 5934.153809
	Iteration 16Q: 3 clusters Score -2.018322e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137735 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -20184886.000000 Penalty: 5934.153809
	Iteration 17Q: 3 clusters Score -2.018489e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139660 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -20186070.000000 Penalty: 5934.153809
	Iteration 18Q: 3 clusters Score -2.018607e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141420 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -20186942.000000 Penalty: 5934.153809
	Iteration 19Q: 3 clusters Score -2.018694e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143073 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -20187656.000000 Penalty: 5934.153809
	Iteration 20F: 3 clusters Score -2.018766e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144613 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -20188342.000000 Penalty: 5934.153809
	Iteration 21Q: 3 clusters Score -2.018834e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146119 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -20189202.000000 Penalty: 5934.153809
	Iteration 22Q: 3 clusters Score -2.01892e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147615 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -20189980.000000 Penalty: 5934.153809
	Iteration 23Q: 3 clusters Score -2.018998e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149008 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -20190786.000000 Penalty: 5934.153809
	Iteration 24Q: 3 clusters Score -2.019079e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150343 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -20191602.000000 Penalty: 5934.153809
	Iteration 25Q: 3 clusters Score -2.01916e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151535 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -20192240.000000 Penalty: 5934.153809
	Iteration 26Q: 3 clusters Score -2.019224e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152602 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -20192662.000000 Penalty: 5934.153809
	Iteration 27Q: 3 clusters Score -2.019266e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153514 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -20192934.000000 Penalty: 5934.153809
	Iteration 28Q: 3 clusters Score -2.019293e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154297 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -20193250.000000 Penalty: 5934.153809
	Iteration 29Q: 3 clusters Score -2.019325e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154927 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -20193500.000000 Penalty: 5934.153809
	Iteration 30Q: 3 clusters Score -2.01935e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155389 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -20193726.000000 Penalty: 5934.153809
	Iteration 31Q: 3 clusters Score -2.019373e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155720 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20193828.000000 Penalty: 5934.153809
	Iteration 32Q: 3 clusters Score -2.019383e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155938 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -20193930.000000 Penalty: 5934.153809
	Iteration 33Q: 3 clusters Score -2.019393e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156086 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -20194030.000000 Penalty: 5934.153809
	Iteration 34Q: 3 clusters Score -2.019403e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156194 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -20194122.000000 Penalty: 5934.153809
	Iteration 35Q: 3 clusters Score -2.019412e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156276 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -20194114.000000 Penalty: 5934.153809
	Iteration 36Q: 3 clusters Score -2.019411e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156337 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -20194144.000000 Penalty: 5934.153809
	Iteration 37Q: 3 clusters Score -2.019414e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156380 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -20194172.000000 Penalty: 5934.153809
	Iteration 38Q: 3 clusters Score -2.019417e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156401 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -20194194.000000 Penalty: 5934.153809
	Iteration 39Q: 3 clusters Score -2.019419e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156424 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -20194192.000000 Penalty: 5934.153809
	Iteration 40F: 3 clusters Score -2.019419e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156444 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -20194204.000000 Penalty: 5934.153809
	Iteration 41Q: 3 clusters Score -2.01942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156462 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -20194218.000000 Penalty: 5934.153809
	Iteration 42Q: 3 clusters Score -2.019422e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156472 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -20194230.000000 Penalty: 5934.153809
	Iteration 43Q: 3 clusters Score -2.019423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156483 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -20194240.000000 Penalty: 5934.153809
	Iteration 44Q: 3 clusters Score -2.019424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156490 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -20194244.000000 Penalty: 5934.153809
	Iteration 45Q: 3 clusters Score -2.019424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156496 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -20194242.000000 Penalty: 5934.153809
	Iteration 46Q: 3 clusters Score -2.019424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156506 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -20194260.000000 Penalty: 5934.153809
	Iteration 47Q: 3 clusters Score -2.019426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156513 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -20194262.000000 Penalty: 5934.153809
	Iteration 48Q: 3 clusters Score -2.019426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156519 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -20194278.000000 Penalty: 5934.153809
	Iteration 49Q: 3 clusters Score -2.019428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156525 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -20194268.000000 Penalty: 5934.153809
	Iteration 50Q: 3 clusters Score -2.019427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156529 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -20194268.000000 Penalty: 5934.153809
	Iteration 51Q: 3 clusters Score -2.019427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156532 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -20194246.000000 Penalty: 5934.153809
	Iteration 52Q: 3 clusters Score -2.019425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156534 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -20194252.000000 Penalty: 5934.153809
	Iteration 53Q: 3 clusters Score -2.019425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156535 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -20194268.000000 Penalty: 5934.153809
	Iteration 54Q: 3 clusters Score -2.019427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156538 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -20194264.000000 Penalty: 5934.153809
	Iteration 55Q: 3 clusters Score -2.019426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156539 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -20194260.000000 Penalty: 5934.153809
	Iteration 56Q: 3 clusters Score -2.019426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156539 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -20194262.000000 Penalty: 5934.153809
	Iteration 57Q: 3 clusters Score -2.019426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156540 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -20194256.000000 Penalty: 5934.153809
	Iteration 58Q: 3 clusters Score -2.019426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156542 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -20194270.000000 Penalty: 5934.153809
	Iteration 59Q: 3 clusters Score -2.019427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156543 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -20194280.000000 Penalty: 5934.153809
	Iteration 60F: 3 clusters Score -2.019428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156543 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -20194278.000000 Penalty: 5934.153809
	Iteration 61Q: 3 clusters Score -2.019428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156544 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -20194270.000000 Penalty: 5934.153809
	Iteration 62Q: 3 clusters Score -2.019427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156545 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -20194272.000000 Penalty: 5934.153809
	Iteration 63Q: 3 clusters Score -2.019427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156546 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -20194268.000000 Penalty: 5934.153809
	Iteration 64Q: 3 clusters Score -2.019427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156547 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -20194278.000000 Penalty: 5934.153809
	Iteration 65Q: 3 clusters Score -2.019428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156547 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -20194278.000000 Penalty: 5934.153809
	Iteration 66F: 3 clusters Score -2.019428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Entering Unmasked Estep 
Score: -1960884.125000 Penalty: 2388.574951
	Iteration 0F: 2 clusters Score -1960884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1949860.375000 Penalty: 4777.149902
	Iteration 0F: 3 clusters Score -1949860 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1953349.625000 Penalty: 4777.149902
	Iteration 1F: 3 clusters Score -1953350 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1953661.125000 Penalty: 4777.149902
	Iteration 2F: 3 clusters Score -1953661 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1953884.750000 Penalty: 4777.149902
	Iteration 3Q: 3 clusters Score -1953885 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1954037.375000 Penalty: 4777.149902
	Iteration 4Q: 3 clusters Score -1954037 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1954169.000000 Penalty: 4777.149902
	Iteration 5Q: 3 clusters Score -1954169 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1954253.375000 Penalty: 4777.149902
	Iteration 6Q: 3 clusters Score -1954253 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1954330.375000 Penalty: 4777.149902
	Iteration 7Q: 3 clusters Score -1954330 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1954394.500000 Penalty: 4777.149902
	Iteration 8Q: 3 clusters Score -1954394 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1954444.125000 Penalty: 4777.149902
	Iteration 9Q: 3 clusters Score -1954444 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1954498.000000 Penalty: 4777.149902
	Iteration 10Q: 3 clusters Score -1954498 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1954542.750000 Penalty: 4777.149902
	Iteration 11Q: 3 clusters Score -1954543 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1954596.125000 Penalty: 4777.149902
	Iteration 12Q: 3 clusters Score -1954596 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1954654.250000 Penalty: 4777.149902
	Iteration 13Q: 3 clusters Score -1954654 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1954722.000000 Penalty: 4777.149902
	Iteration 14Q: 3 clusters Score -1954722 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1954820.625000 Penalty: 4777.149902
	Iteration 15Q: 3 clusters Score -1954821 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1954945.250000 Penalty: 4777.149902
	Iteration 16Q: 3 clusters Score -1954945 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1955124.250000 Penalty: 4777.149902
	Iteration 17Q: 3 clusters Score -1955124 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1955349.750000 Penalty: 4777.149902
	Iteration 18Q: 3 clusters Score -1955350 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1955673.750000 Penalty: 4777.149902
	Iteration 19Q: 3 clusters Score -1955674 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1956106.125000 Penalty: 4777.149902
	Iteration 20F: 3 clusters Score -1956106 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1956614.625000 Penalty: 4777.149902
	Iteration 21Q: 3 clusters Score -1956615 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1957217.625000 Penalty: 4777.149902
	Iteration 22Q: 3 clusters Score -1957218 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1957759.000000 Penalty: 4777.149902
	Iteration 23Q: 3 clusters Score -1957759 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1958159.625000 Penalty: 4777.149902
	Iteration 24Q: 3 clusters Score -1958160 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1958446.375000 Penalty: 4777.149902
	Iteration 25Q: 3 clusters Score -1958446 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1958611.625000 Penalty: 4777.149902
	Iteration 26Q: 3 clusters Score -1958612 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1958718.125000 Penalty: 4777.149902
	Iteration 27Q: 3 clusters Score -1958718 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1958787.875000 Penalty: 4777.149902
	Iteration 28Q: 3 clusters Score -1958788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1958826.000000 Penalty: 4777.149902
	Iteration 29Q: 3 clusters Score -1958826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1958856.250000 Penalty: 4777.149902
	Iteration 30Q: 3 clusters Score -1958856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1958870.875000 Penalty: 4777.149902
	Iteration 31Q: 3 clusters Score -1958871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1958886.125000 Penalty: 4777.149902
	Iteration 32Q: 3 clusters Score -1958886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1958897.625000 Penalty: 4777.149902
	Iteration 33Q: 3 clusters Score -1958898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1958909.000000 Penalty: 4777.149902
	Iteration 34Q: 3 clusters Score -1958909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1958912.375000 Penalty: 4777.149902
	Iteration 35Q: 3 clusters Score -1958912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1958918.250000 Penalty: 4777.149902
	Iteration 36Q: 3 clusters Score -1958918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1958918.375000 Penalty: 4777.149902
	Iteration 37Q: 3 clusters Score -1958918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1958919.875000 Penalty: 4777.149902
	Iteration 38Q: 3 clusters Score -1958920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1958920.875000 Penalty: 4777.149902
	Iteration 39Q: 3 clusters Score -1958921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1958920.125000 Penalty: 4777.149902
	Iteration 40F: 3 clusters Score -1958920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -46010.285156 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -46010.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44556.000000 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -44556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44794.906250 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -44794.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44905.554688 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -44905.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45010.195312 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -45010.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45083.492188 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -45083.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45130.035156 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -45130.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45157.839844 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -45157.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45184.746094 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -45184.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45199.761719 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -45199.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45219.656250 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -45219.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45241.210938 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -45241.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45249.718750 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -45249.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45268.398438 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -45268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45281.933594 Penalty: 3007.637451
	Iteration 13Q: 3 clusters Score -45281.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45311.089844 Penalty: 3007.637451
	Iteration 14Q: 3 clusters Score -45311.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45319.707031 Penalty: 3007.637451
	Iteration 15Q: 3 clusters Score -45319.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45324.320312 Penalty: 3007.637451
	Iteration 16Q: 3 clusters Score -45324.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45328.089844 Penalty: 3007.637451
	Iteration 17Q: 3 clusters Score -45328.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45331.441406 Penalty: 3007.637451
	Iteration 18Q: 3 clusters Score -45331.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45336.105469 Penalty: 3007.637451
	Iteration 19Q: 3 clusters Score -45336.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45340.714844 Penalty: 3007.637451
	Iteration 20F: 3 clusters Score -45340.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -134273.343750 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -134273.3 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 572 members 
Entering Unmasked Estep 
Score: -132317.343750 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -132317.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -132823.453125 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -132823.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -133079.656250 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -133079.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -133344.109375 Penalty: 3506.657715
	Iteration 3F: 3 clusters Score -133344.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -133525.171875 Penalty: 3506.657715
	Iteration 4F: 3 clusters Score -133525.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -133636.312500 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -133636.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -133715.265625 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -133715.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -133784.625000 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -133784.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -133835.328125 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -133835.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -133873.125000 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -133873.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -133904.750000 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -133904.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -133924.875000 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -133924.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -133945.328125 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -133945.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -133964.125000 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -133964.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -133983.812500 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -133983.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -134010.640625 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -134010.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -134033.296875 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -134033.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -134054.406250 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -134054.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -134074.234375 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -134074.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -134103.921875 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -134103.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -134134.953125 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -134135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -134169.515625 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -134169.5 nChanged 13
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: -134199.984375 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -134200 nChanged 13
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: -134219.312500 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -134219.3 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: -134237.718750 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -134237.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -134254.484375 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -134254.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -134264.875000 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -134264.9 nChanged 2
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: -134267.593750 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -134267.6 nChanged 3
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: -134270.750000 Penalty: 3506.657715
	Iteration 28Q: 3 clusters Score -134270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -134273.046875 Penalty: 3506.657715
	Iteration 29Q: 3 clusters Score -134273 nChanged 1
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: -134274.546875 Penalty: 3506.657715
	Iteration 30Q: 3 clusters Score -134274.5 nChanged 0
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: -134274.546875 Penalty: 3506.657715
	Iteration 31F: 3 clusters Score -134274.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143367 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143714 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157003 members 
Mstep: Class 6 contains 15235 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 9442 members 
Mstep: Class 10 contains 148420 members 
Mstep: Class 11 contains 69992 members 
Mstep: Class 12 contains 68970 members 
Mstep: Class 13 contains 77944 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148506 members 
Mstep: Class 17 contains 111348 members 
Mstep: Class 18 contains 32796 members 
Mstep: Class 19 contains 148896 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Mstep: Class 23 contains 528 members 
Entering Unmasked Estep 
Score: -161336512.000000 Penalty: 80260.382812
Splitting cluster 8 changes total score from -161338400.000000 to -161336512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (9442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Entering Unmasked Estep 
Score: -1145809.875000 Penalty: 2269.925049
	Iteration 0F: 2 clusters Score -1145810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1138445.500000 Penalty: 4539.850098
	Iteration 0F: 3 clusters Score -1138446 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1140610.250000 Penalty: 4539.850098
	Iteration 1F: 3 clusters Score -1140610 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1141120.000000 Penalty: 4539.850098
	Iteration 2F: 3 clusters Score -1141120 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1141755.625000 Penalty: 4539.850098
	Iteration 3F: 3 clusters Score -1141756 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1142466.875000 Penalty: 4539.850098
	Iteration 4F: 3 clusters Score -1142467 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1143175.875000 Penalty: 4539.850098
	Iteration 5F: 3 clusters Score -1143176 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1143787.250000 Penalty: 4539.850098
	Iteration 6F: 3 clusters Score -1143787 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1144243.250000 Penalty: 4539.850098
	Iteration 7F: 3 clusters Score -1144243 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1144564.250000 Penalty: 4539.850098
	Iteration 8Q: 3 clusters Score -1144564 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1144776.750000 Penalty: 4539.850098
	Iteration 9Q: 3 clusters Score -1144777 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1144898.375000 Penalty: 4539.850098
	Iteration 10Q: 3 clusters Score -1144898 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1144994.875000 Penalty: 4539.850098
	Iteration 11Q: 3 clusters Score -1144995 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1145054.500000 Penalty: 4539.850098
	Iteration 12Q: 3 clusters Score -1145054 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1145091.875000 Penalty: 4539.850098
	Iteration 13Q: 3 clusters Score -1145092 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1145113.000000 Penalty: 4539.850098
	Iteration 14Q: 3 clusters Score -1145113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1145124.625000 Penalty: 4539.850098
	Iteration 15Q: 3 clusters Score -1145125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1145131.875000 Penalty: 4539.850098
	Iteration 16Q: 3 clusters Score -1145132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1145138.750000 Penalty: 4539.850098
	Iteration 17Q: 3 clusters Score -1145139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1145142.750000 Penalty: 4539.850098
	Iteration 18Q: 3 clusters Score -1145143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1145146.875000 Penalty: 4539.850098
	Iteration 19Q: 3 clusters Score -1145147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1145150.125000 Penalty: 4539.850098
	Iteration 20F: 3 clusters Score -1145150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1145154.875000 Penalty: 4539.850098
	Iteration 21Q: 3 clusters Score -1145155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1145155.250000 Penalty: 4539.850098
	Iteration 22Q: 3 clusters Score -1145155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1145157.750000 Penalty: 4539.850098
	Iteration 23Q: 3 clusters Score -1145158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1145157.750000 Penalty: 4539.850098
	Iteration 24F: 3 clusters Score -1145158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (148420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148420 members 
Entering Unmasked Estep 
Score: -19027420.000000 Penalty: 2953.134766
	Iteration 0F: 2 clusters Score -1.902742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74158 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -18931968.000000 Penalty: 5906.269531
	Iteration 0F: 3 clusters Score -1.893197e+07 nChanged 70862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
Score: -18972620.000000 Penalty: 5906.269531
	Iteration 1F: 3 clusters Score -1.897262e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -18973408.000000 Penalty: 5906.269531
	Iteration 2Q: 3 clusters Score -1.897341e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70485 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -18974364.000000 Penalty: 5906.269531
	Iteration 3Q: 3 clusters Score -1.897436e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -18975376.000000 Penalty: 5906.269531
	Iteration 4Q: 3 clusters Score -1.897538e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 82951 members 
Entering Unmasked Estep 
Score: -18976792.000000 Penalty: 5906.269531
	Iteration 5Q: 3 clusters Score -1.897679e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 87015 members 
Entering Unmasked Estep 
Score: -18978800.000000 Penalty: 5906.269531
	Iteration 6Q: 3 clusters Score -1.89788e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 92590 members 
Entering Unmasked Estep 
Score: -18981798.000000 Penalty: 5906.269531
	Iteration 7Q: 3 clusters Score -1.89818e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 99729 members 
Entering Unmasked Estep 
Score: -18986580.000000 Penalty: 5906.269531
	Iteration 8F: 3 clusters Score -1.898658e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 108221 members 
Entering Unmasked Estep 
Score: -18992784.000000 Penalty: 5906.269531
	Iteration 9F: 3 clusters Score -1.899278e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 116714 members 
Entering Unmasked Estep 
Score: -18999910.000000 Penalty: 5906.269531
	Iteration 10F: 3 clusters Score -1.899991e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 123750 members 
Entering Unmasked Estep 
Score: -19006356.000000 Penalty: 5906.269531
	Iteration 11F: 3 clusters Score -1.900636e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 128718 members 
Entering Unmasked Estep 
Score: -19011156.000000 Penalty: 5906.269531
	Iteration 12Q: 3 clusters Score -1.901116e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 131989 members 
Entering Unmasked Estep 
Score: -19014208.000000 Penalty: 5906.269531
	Iteration 13Q: 3 clusters Score -1.901421e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 134437 members 
Entering Unmasked Estep 
Score: -19016134.000000 Penalty: 5906.269531
	Iteration 14Q: 3 clusters Score -1.901613e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 136510 members 
Entering Unmasked Estep 
Score: -19017616.000000 Penalty: 5906.269531
	Iteration 15Q: 3 clusters Score -1.901762e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 138353 members 
Entering Unmasked Estep 
Score: -19018834.000000 Penalty: 5906.269531
	Iteration 16Q: 3 clusters Score -1.901883e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 139917 members 
Entering Unmasked Estep 
Score: -19020014.000000 Penalty: 5906.269531
	Iteration 17Q: 3 clusters Score -1.902001e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 141319 members 
Entering Unmasked Estep 
Score: -19020754.000000 Penalty: 5906.269531
	Iteration 18Q: 3 clusters Score -1.902075e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 142529 members 
Entering Unmasked Estep 
Score: -19021330.000000 Penalty: 5906.269531
	Iteration 19Q: 3 clusters Score -1.902133e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 143573 members 
Entering Unmasked Estep 
Score: -19021832.000000 Penalty: 5906.269531
	Iteration 20F: 3 clusters Score -1.902183e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 144439 members 
Entering Unmasked Estep 
Score: -19022396.000000 Penalty: 5906.269531
	Iteration 21Q: 3 clusters Score -1.90224e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 145157 members 
Entering Unmasked Estep 
Score: -19022904.000000 Penalty: 5906.269531
	Iteration 22Q: 3 clusters Score -1.90229e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 145766 members 
Entering Unmasked Estep 
Score: -19023328.000000 Penalty: 5906.269531
	Iteration 23Q: 3 clusters Score -1.902333e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 146208 members 
Entering Unmasked Estep 
Score: -19023722.000000 Penalty: 5906.269531
	Iteration 24Q: 3 clusters Score -1.902372e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 146570 members 
Entering Unmasked Estep 
Score: -19024024.000000 Penalty: 5906.269531
	Iteration 25Q: 3 clusters Score -1.902402e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 146854 members 
Entering Unmasked Estep 
Score: -19024258.000000 Penalty: 5906.269531
	Iteration 26Q: 3 clusters Score -1.902426e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 147059 members 
Entering Unmasked Estep 
Score: -19024398.000000 Penalty: 5906.269531
	Iteration 27Q: 3 clusters Score -1.90244e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 147206 members 
Entering Unmasked Estep 
Score: -19024510.000000 Penalty: 5906.269531
	Iteration 28Q: 3 clusters Score -1.902451e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 147313 members 
Entering Unmasked Estep 
Score: -19024592.000000 Penalty: 5906.269531
	Iteration 29Q: 3 clusters Score -1.902459e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 147403 members 
Entering Unmasked Estep 
Score: -19024620.000000 Penalty: 5906.269531
	Iteration 30Q: 3 clusters Score -1.902462e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 147460 members 
Entering Unmasked Estep 
Score: -19024642.000000 Penalty: 5906.269531
	Iteration 31Q: 3 clusters Score -1.902464e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 147515 members 
Entering Unmasked Estep 
Score: -19024658.000000 Penalty: 5906.269531
	Iteration 32Q: 3 clusters Score -1.902466e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 147542 members 
Entering Unmasked Estep 
Score: -19024686.000000 Penalty: 5906.269531
	Iteration 33Q: 3 clusters Score -1.902469e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 147567 members 
Entering Unmasked Estep 
Score: -19024704.000000 Penalty: 5906.269531
	Iteration 34Q: 3 clusters Score -1.90247e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 147585 members 
Entering Unmasked Estep 
Score: -19024738.000000 Penalty: 5906.269531
	Iteration 35Q: 3 clusters Score -1.902474e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 147595 members 
Entering Unmasked Estep 
Score: -19024738.000000 Penalty: 5906.269531
	Iteration 36Q: 3 clusters Score -1.902474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 147604 members 
Entering Unmasked Estep 
Score: -19024750.000000 Penalty: 5906.269531
	Iteration 37Q: 3 clusters Score -1.902475e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 147618 members 
Entering Unmasked Estep 
Score: -19024776.000000 Penalty: 5906.269531
	Iteration 38Q: 3 clusters Score -1.902478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 147630 members 
Entering Unmasked Estep 
Score: -19024756.000000 Penalty: 5906.269531
	Iteration 39Q: 3 clusters Score -1.902476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 147636 members 
Entering Unmasked Estep 
Score: -19024760.000000 Penalty: 5906.269531
	Iteration 40F: 3 clusters Score -1.902476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 147643 members 
Entering Unmasked Estep 
Score: -19024776.000000 Penalty: 5906.269531
	Iteration 41Q: 3 clusters Score -1.902478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 147651 members 
Entering Unmasked Estep 
Score: -19024786.000000 Penalty: 5906.269531
	Iteration 42Q: 3 clusters Score -1.902479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 147661 members 
Entering Unmasked Estep 
Score: -19024782.000000 Penalty: 5906.269531
	Iteration 43Q: 3 clusters Score -1.902478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 147670 members 
Entering Unmasked Estep 
Score: -19024806.000000 Penalty: 5906.269531
	Iteration 44Q: 3 clusters Score -1.902481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 147674 members 
Entering Unmasked Estep 
Score: -19024804.000000 Penalty: 5906.269531
	Iteration 45Q: 3 clusters Score -1.90248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 147679 members 
Entering Unmasked Estep 
Score: -19024810.000000 Penalty: 5906.269531
	Iteration 46Q: 3 clusters Score -1.902481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 147686 members 
Entering Unmasked Estep 
Score: -19024804.000000 Penalty: 5906.269531
	Iteration 47Q: 3 clusters Score -1.90248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 147688 members 
Entering Unmasked Estep 
Score: -19024802.000000 Penalty: 5906.269531
	Iteration 48Q: 3 clusters Score -1.90248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 147688 members 
Entering Unmasked Estep 
Score: -19024802.000000 Penalty: 5906.269531
	Iteration 49F: 3 clusters Score -1.90248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (69992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69992 members 
Entering Unmasked Estep 
Score: -8969246.000000 Penalty: 2766.721924
	Iteration 0F: 2 clusters Score -8969246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -8922104.000000 Penalty: 5533.443848
	Iteration 0F: 3 clusters Score -8922104 nChanged 32778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -8940860.000000 Penalty: 5533.443848
	Iteration 1F: 3 clusters Score -8940860 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -8941791.000000 Penalty: 5533.443848
	Iteration 2Q: 3 clusters Score -8941791 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -8943012.000000 Penalty: 5533.443848
	Iteration 3Q: 3 clusters Score -8943012 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -8944920.000000 Penalty: 5533.443848
	Iteration 4F: 3 clusters Score -8944920 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -8947605.000000 Penalty: 5533.443848
	Iteration 5F: 3 clusters Score -8947605 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -8951404.000000 Penalty: 5533.443848
	Iteration 6F: 3 clusters Score -8951404 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -8955717.000000 Penalty: 5533.443848
	Iteration 7F: 3 clusters Score -8955717 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -8959408.000000 Penalty: 5533.443848
	Iteration 8F: 3 clusters Score -8959408 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -8961330.000000 Penalty: 5533.443848
	Iteration 9Q: 3 clusters Score -8961330 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -8962147.000000 Penalty: 5533.443848
	Iteration 10Q: 3 clusters Score -8962147 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -8962531.000000 Penalty: 5533.443848
	Iteration 11Q: 3 clusters Score -8962531 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -8962828.000000 Penalty: 5533.443848
	Iteration 12Q: 3 clusters Score -8962828 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -8963100.000000 Penalty: 5533.443848
	Iteration 13Q: 3 clusters Score -8963100 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -8963345.000000 Penalty: 5533.443848
	Iteration 14Q: 3 clusters Score -8963345 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -8963508.000000 Penalty: 5533.443848
	Iteration 15Q: 3 clusters Score -8963508 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -8963739.000000 Penalty: 5533.443848
	Iteration 16Q: 3 clusters Score -8963739 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 57302 members 
Entering Unmasked Estep 
Score: -8963960.000000 Penalty: 5533.443848
	Iteration 17Q: 3 clusters Score -8963960 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -8964169.000000 Penalty: 5533.443848
	Iteration 18Q: 3 clusters Score -8964169 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -8964343.000000 Penalty: 5533.443848
	Iteration 19Q: 3 clusters Score -8964343 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -8964534.000000 Penalty: 5533.443848
	Iteration 20F: 3 clusters Score -8964534 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -8964718.000000 Penalty: 5533.443848
	Iteration 21Q: 3 clusters Score -8964718 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -8964884.000000 Penalty: 5533.443848
	Iteration 22Q: 3 clusters Score -8964884 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -8965073.000000 Penalty: 5533.443848
	Iteration 23Q: 3 clusters Score -8965073 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -8965227.000000 Penalty: 5533.443848
	Iteration 24Q: 3 clusters Score -8965227 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -8965426.000000 Penalty: 5533.443848
	Iteration 25Q: 3 clusters Score -8965426 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -8965581.000000 Penalty: 5533.443848
	Iteration 26Q: 3 clusters Score -8965581 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -8965715.000000 Penalty: 5533.443848
	Iteration 27Q: 3 clusters Score -8965715 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -8965807.000000 Penalty: 5533.443848
	Iteration 28Q: 3 clusters Score -8965807 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -8965958.000000 Penalty: 5533.443848
	Iteration 29Q: 3 clusters Score -8965958 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -8966084.000000 Penalty: 5533.443848
	Iteration 30Q: 3 clusters Score -8966084 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -8966154.000000 Penalty: 5533.443848
	Iteration 31Q: 3 clusters Score -8966154 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -8966263.000000 Penalty: 5533.443848
	Iteration 32Q: 3 clusters Score -8966263 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 65568 members 
Entering Unmasked Estep 
Score: -8966356.000000 Penalty: 5533.443848
	Iteration 33Q: 3 clusters Score -8966356 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -8966439.000000 Penalty: 5533.443848
	Iteration 34Q: 3 clusters Score -8966439 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -8966549.000000 Penalty: 5533.443848
	Iteration 35Q: 3 clusters Score -8966549 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -8966611.000000 Penalty: 5533.443848
	Iteration 36Q: 3 clusters Score -8966611 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
Score: -8966684.000000 Penalty: 5533.443848
	Iteration 37Q: 3 clusters Score -8966684 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -8966763.000000 Penalty: 5533.443848
	Iteration 38Q: 3 clusters Score -8966763 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -8966818.000000 Penalty: 5533.443848
	Iteration 39Q: 3 clusters Score -8966818 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -8966863.000000 Penalty: 5533.443848
	Iteration 40F: 3 clusters Score -8966863 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 67360 members 
Entering Unmasked Estep 
Score: -8966921.000000 Penalty: 5533.443848
	Iteration 41Q: 3 clusters Score -8966921 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 67492 members 
Entering Unmasked Estep 
Score: -8966966.000000 Penalty: 5533.443848
	Iteration 42Q: 3 clusters Score -8966966 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -8967019.000000 Penalty: 5533.443848
	Iteration 43Q: 3 clusters Score -8967019 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -8967039.000000 Penalty: 5533.443848
	Iteration 44Q: 3 clusters Score -8967039 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -8967064.000000 Penalty: 5533.443848
	Iteration 45Q: 3 clusters Score -8967064 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -8967121.000000 Penalty: 5533.443848
	Iteration 46Q: 3 clusters Score -8967121 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -8967149.000000 Penalty: 5533.443848
	Iteration 47Q: 3 clusters Score -8967149 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -8967152.000000 Penalty: 5533.443848
	Iteration 48Q: 3 clusters Score -8967152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 68074 members 
Entering Unmasked Estep 
Score: -8967174.000000 Penalty: 5533.443848
	Iteration 49Q: 3 clusters Score -8967174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 68113 members 
Entering Unmasked Estep 
Score: -8967181.000000 Penalty: 5533.443848
	Iteration 50Q: 3 clusters Score -8967181 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 68152 members 
Entering Unmasked Estep 
Score: -8967192.000000 Penalty: 5533.443848
	Iteration 51Q: 3 clusters Score -8967192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -8967193.000000 Penalty: 5533.443848
	Iteration 52Q: 3 clusters Score -8967193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 68201 members 
Entering Unmasked Estep 
Score: -8967180.000000 Penalty: 5533.443848
	Iteration 53Q: 3 clusters Score -8967180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 68220 members 
Entering Unmasked Estep 
Score: -8967183.000000 Penalty: 5533.443848
	Iteration 54Q: 3 clusters Score -8967183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -8967189.000000 Penalty: 5533.443848
	Iteration 55Q: 3 clusters Score -8967189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 68241 members 
Entering Unmasked Estep 
Score: -8967187.000000 Penalty: 5533.443848
	Iteration 56Q: 3 clusters Score -8967187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -8967190.000000 Penalty: 5533.443848
	Iteration 57Q: 3 clusters Score -8967190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -8967191.000000 Penalty: 5533.443848
	Iteration 58Q: 3 clusters Score -8967191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 68257 members 
Entering Unmasked Estep 
Score: -8967197.000000 Penalty: 5533.443848
	Iteration 59Q: 3 clusters Score -8967197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -8967209.000000 Penalty: 5533.443848
	Iteration 60F: 3 clusters Score -8967209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
Score: -8967197.000000 Penalty: 5533.443848
	Iteration 61Q: 3 clusters Score -8967197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -8967201.000000 Penalty: 5533.443848
	Iteration 62Q: 3 clusters Score -8967201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -8967191.000000 Penalty: 5533.443848
	Iteration 63Q: 3 clusters Score -8967191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
Score: -8967186.000000 Penalty: 5533.443848
	Iteration 64Q: 3 clusters Score -8967186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 68296 members 
Entering Unmasked Estep 
Score: -8967185.000000 Penalty: 5533.443848
	Iteration 65Q: 3 clusters Score -8967185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -8967180.000000 Penalty: 5533.443848
	Iteration 66Q: 3 clusters Score -8967180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -8967183.000000 Penalty: 5533.443848
	Iteration 67Q: 3 clusters Score -8967183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -8967181.000000 Penalty: 5533.443848
	Iteration 68Q: 3 clusters Score -8967181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -8967181.000000 Penalty: 5533.443848
	Iteration 69F: 3 clusters Score -8967181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Entering Unmasked Estep 
Score: -8540827.000000 Penalty: 2763.073975
	Iteration 0F: 2 clusters Score -8540827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -8494611.000000 Penalty: 5526.147949
	Iteration 0F: 3 clusters Score -8494611 nChanged 32326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -8512611.000000 Penalty: 5526.147949
	Iteration 1F: 3 clusters Score -8512611 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -8513339.000000 Penalty: 5526.147949
	Iteration 2Q: 3 clusters Score -8513339 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -8514257.000000 Penalty: 5526.147949
	Iteration 3Q: 3 clusters Score -8514257 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -8515615.000000 Penalty: 5526.147949
	Iteration 4Q: 3 clusters Score -8515615 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -8517537.000000 Penalty: 5526.147949
	Iteration 5F: 3 clusters Score -8517537 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -8520224.000000 Penalty: 5526.147949
	Iteration 6F: 3 clusters Score -8520224 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -8523686.000000 Penalty: 5526.147949
	Iteration 7F: 3 clusters Score -8523686 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -8527545.000000 Penalty: 5526.147949
	Iteration 8F: 3 clusters Score -8527545 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -8531541.000000 Penalty: 5526.147949
	Iteration 9F: 3 clusters Score -8531541 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -8534958.000000 Penalty: 5526.147949
	Iteration 10F: 3 clusters Score -8534958 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -8536946.000000 Penalty: 5526.147949
	Iteration 11Q: 3 clusters Score -8536946 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 67855 members 
Entering Unmasked Estep 
Score: -8537766.000000 Penalty: 5526.147949
	Iteration 12Q: 3 clusters Score -8537766 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -8538079.000000 Penalty: 5526.147949
	Iteration 13Q: 3 clusters Score -8538079 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 68447 members 
Entering Unmasked Estep 
Score: -8538220.000000 Penalty: 5526.147949
	Iteration 14Q: 3 clusters Score -8538220 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 68521 members 
Entering Unmasked Estep 
Score: -8538284.000000 Penalty: 5526.147949
	Iteration 15Q: 3 clusters Score -8538284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 68552 members 
Entering Unmasked Estep 
Score: -8538322.000000 Penalty: 5526.147949
	Iteration 16Q: 3 clusters Score -8538322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
Score: -8538353.000000 Penalty: 5526.147949
	Iteration 17Q: 3 clusters Score -8538353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 68592 members 
Entering Unmasked Estep 
Score: -8538371.000000 Penalty: 5526.147949
	Iteration 18Q: 3 clusters Score -8538371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -8538396.000000 Penalty: 5526.147949
	Iteration 19Q: 3 clusters Score -8538396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 68620 members 
Entering Unmasked Estep 
Score: -8538386.000000 Penalty: 5526.147949
	Iteration 20F: 3 clusters Score -8538386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 68624 members 
Entering Unmasked Estep 
Score: -8538400.000000 Penalty: 5526.147949
	Iteration 21Q: 3 clusters Score -8538400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 68628 members 
Entering Unmasked Estep 
Score: -8538402.000000 Penalty: 5526.147949
	Iteration 22Q: 3 clusters Score -8538402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -8538410.000000 Penalty: 5526.147949
	Iteration 23Q: 3 clusters Score -8538410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
Score: -8538406.000000 Penalty: 5526.147949
	Iteration 24Q: 3 clusters Score -8538406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -8538414.000000 Penalty: 5526.147949
	Iteration 25Q: 3 clusters Score -8538414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
Score: -8538413.000000 Penalty: 5526.147949
	Iteration 26Q: 3 clusters Score -8538413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -8538420.000000 Penalty: 5526.147949
	Iteration 27Q: 3 clusters Score -8538420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -8538413.000000 Penalty: 5526.147949
	Iteration 28Q: 3 clusters Score -8538413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -8538419.000000 Penalty: 5526.147949
	Iteration 29Q: 3 clusters Score -8538419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -8538424.000000 Penalty: 5526.147949
	Iteration 30Q: 3 clusters Score -8538424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -8538428.000000 Penalty: 5526.147949
	Iteration 31Q: 3 clusters Score -8538428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -8538428.000000 Penalty: 5526.147949
	Iteration 32F: 3 clusters Score -8538428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77944 members 
Entering Unmasked Estep 
Score: -9875420.000000 Penalty: 2793.409180
	Iteration 0F: 2 clusters Score -9875420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -9823208.000000 Penalty: 5586.818359
	Iteration 0F: 3 clusters Score -9823208 nChanged 36725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -9844281.000000 Penalty: 5586.818359
	Iteration 1F: 3 clusters Score -9844281 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -9845696.000000 Penalty: 5586.818359
	Iteration 2Q: 3 clusters Score -9845696 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -9847470.000000 Penalty: 5586.818359
	Iteration 3Q: 3 clusters Score -9847470 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -9849616.000000 Penalty: 5586.818359
	Iteration 4F: 3 clusters Score -9849616 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -9852222.000000 Penalty: 5586.818359
	Iteration 5F: 3 clusters Score -9852222 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -9855386.000000 Penalty: 5586.818359
	Iteration 6F: 3 clusters Score -9855386 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -9859213.000000 Penalty: 5586.818359
	Iteration 7F: 3 clusters Score -9859213 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -9863160.000000 Penalty: 5586.818359
	Iteration 8F: 3 clusters Score -9863160 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
Score: -9867046.000000 Penalty: 5586.818359
	Iteration 9F: 3 clusters Score -9867046 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -9870493.000000 Penalty: 5586.818359
	Iteration 10Q: 3 clusters Score -9870493 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 67344 members 
Entering Unmasked Estep 
Score: -9871949.000000 Penalty: 5586.818359
	Iteration 11Q: 3 clusters Score -9871949 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -9872650.000000 Penalty: 5586.818359
	Iteration 12Q: 3 clusters Score -9872650 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 69596 members 
Entering Unmasked Estep 
Score: -9873078.000000 Penalty: 5586.818359
	Iteration 13Q: 3 clusters Score -9873078 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 70410 members 
Entering Unmasked Estep 
Score: -9873465.000000 Penalty: 5586.818359
	Iteration 14Q: 3 clusters Score -9873465 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 71117 members 
Entering Unmasked Estep 
Score: -9873852.000000 Penalty: 5586.818359
	Iteration 15Q: 3 clusters Score -9873852 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -9874080.000000 Penalty: 5586.818359
	Iteration 16Q: 3 clusters Score -9874080 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 72127 members 
Entering Unmasked Estep 
Score: -9874238.000000 Penalty: 5586.818359
	Iteration 17Q: 3 clusters Score -9874238 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -9874301.000000 Penalty: 5586.818359
	Iteration 18Q: 3 clusters Score -9874301 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -9874387.000000 Penalty: 5586.818359
	Iteration 19Q: 3 clusters Score -9874387 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 73005 members 
Entering Unmasked Estep 
Score: -9874447.000000 Penalty: 5586.818359
	Iteration 20F: 3 clusters Score -9874447 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -9874498.000000 Penalty: 5586.818359
	Iteration 21Q: 3 clusters Score -9874498 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -9874531.000000 Penalty: 5586.818359
	Iteration 22Q: 3 clusters Score -9874531 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 73486 members 
Entering Unmasked Estep 
Score: -9874515.000000 Penalty: 5586.818359
	Iteration 23Q: 3 clusters Score -9874515 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 73596 members 
Entering Unmasked Estep 
Score: -9874515.000000 Penalty: 5586.818359
	Iteration 24Q: 3 clusters Score -9874515 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 73683 members 
Entering Unmasked Estep 
Score: -9874530.000000 Penalty: 5586.818359
	Iteration 25Q: 3 clusters Score -9874530 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 73767 members 
Entering Unmasked Estep 
Score: -9874529.000000 Penalty: 5586.818359
	Iteration 26Q: 3 clusters Score -9874529 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -9874538.000000 Penalty: 5586.818359
	Iteration 27Q: 3 clusters Score -9874538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -9874550.000000 Penalty: 5586.818359
	Iteration 28Q: 3 clusters Score -9874550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -9874556.000000 Penalty: 5586.818359
	Iteration 29Q: 3 clusters Score -9874556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -9874558.000000 Penalty: 5586.818359
	Iteration 30Q: 3 clusters Score -9874558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 74013 members 
Entering Unmasked Estep 
Score: -9874530.000000 Penalty: 5586.818359
	Iteration 31Q: 3 clusters Score -9874530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 74047 members 
Entering Unmasked Estep 
Score: -9874555.000000 Penalty: 5586.818359
	Iteration 32Q: 3 clusters Score -9874555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 74073 members 
Entering Unmasked Estep 
Score: -9874560.000000 Penalty: 5586.818359
	Iteration 33Q: 3 clusters Score -9874560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 74096 members 
Entering Unmasked Estep 
Score: -9874580.000000 Penalty: 5586.818359
	Iteration 34Q: 3 clusters Score -9874580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 74119 members 
Entering Unmasked Estep 
Score: -9874573.000000 Penalty: 5586.818359
	Iteration 35Q: 3 clusters Score -9874573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -9874581.000000 Penalty: 5586.818359
	Iteration 36Q: 3 clusters Score -9874581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 74155 members 
Entering Unmasked Estep 
Score: -9874581.000000 Penalty: 5586.818359
	Iteration 37Q: 3 clusters Score -9874581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 74181 members 
Entering Unmasked Estep 
Score: -9874573.000000 Penalty: 5586.818359
	Iteration 38Q: 3 clusters Score -9874573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -9874570.000000 Penalty: 5586.818359
	Iteration 39Q: 3 clusters Score -9874570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 74228 members 
Entering Unmasked Estep 
Score: -9874580.000000 Penalty: 5586.818359
	Iteration 40F: 3 clusters Score -9874580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 74241 members 
Entering Unmasked Estep 
Score: -9874598.000000 Penalty: 5586.818359
	Iteration 41Q: 3 clusters Score -9874598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 74258 members 
Entering Unmasked Estep 
Score: -9874588.000000 Penalty: 5586.818359
	Iteration 42Q: 3 clusters Score -9874588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -9874582.000000 Penalty: 5586.818359
	Iteration 43Q: 3 clusters Score -9874582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 74297 members 
Entering Unmasked Estep 
Score: -9874583.000000 Penalty: 5586.818359
	Iteration 44Q: 3 clusters Score -9874583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -9874580.000000 Penalty: 5586.818359
	Iteration 45Q: 3 clusters Score -9874580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 74330 members 
Entering Unmasked Estep 
Score: -9874592.000000 Penalty: 5586.818359
	Iteration 46Q: 3 clusters Score -9874592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 74352 members 
Entering Unmasked Estep 
Score: -9874612.000000 Penalty: 5586.818359
	Iteration 47Q: 3 clusters Score -9874612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -9874612.000000 Penalty: 5586.818359
	Iteration 48Q: 3 clusters Score -9874612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 74384 members 
Entering Unmasked Estep 
Score: -9874608.000000 Penalty: 5586.818359
	Iteration 49Q: 3 clusters Score -9874608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -9874610.000000 Penalty: 5586.818359
	Iteration 50Q: 3 clusters Score -9874610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -9874602.000000 Penalty: 5586.818359
	Iteration 51Q: 3 clusters Score -9874602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 74436 members 
Entering Unmasked Estep 
Score: -9874618.000000 Penalty: 5586.818359
	Iteration 52Q: 3 clusters Score -9874618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 74453 members 
Entering Unmasked Estep 
Score: -9874618.000000 Penalty: 5586.818359
	Iteration 53Q: 3 clusters Score -9874618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 74469 members 
Entering Unmasked Estep 
Score: -9874624.000000 Penalty: 5586.818359
	Iteration 54Q: 3 clusters Score -9874624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -9874619.000000 Penalty: 5586.818359
	Iteration 55Q: 3 clusters Score -9874619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -9874626.000000 Penalty: 5586.818359
	Iteration 56Q: 3 clusters Score -9874626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 74491 members 
Entering Unmasked Estep 
Score: -9874627.000000 Penalty: 5586.818359
	Iteration 57Q: 3 clusters Score -9874627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 74498 members 
Entering Unmasked Estep 
Score: -9874637.000000 Penalty: 5586.818359
	Iteration 58Q: 3 clusters Score -9874637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -9874629.000000 Penalty: 5586.818359
	Iteration 59Q: 3 clusters Score -9874629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 74506 members 
Entering Unmasked Estep 
Score: -9874637.000000 Penalty: 5586.818359
	Iteration 60F: 3 clusters Score -9874637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 74508 members 
Entering Unmasked Estep 
Score: -9874636.000000 Penalty: 5586.818359
	Iteration 61Q: 3 clusters Score -9874636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 74509 members 
Entering Unmasked Estep 
Score: -9874634.000000 Penalty: 5586.818359
	Iteration 62Q: 3 clusters Score -9874634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 74511 members 
Entering Unmasked Estep 
Score: -9874636.000000 Penalty: 5586.818359
	Iteration 63Q: 3 clusters Score -9874636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 74512 members 
Entering Unmasked Estep 
Score: -9874632.000000 Penalty: 5586.818359
	Iteration 64Q: 3 clusters Score -9874632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -9874637.000000 Penalty: 5586.818359
	Iteration 65Q: 3 clusters Score -9874637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 74514 members 
Entering Unmasked Estep 
Score: -9874637.000000 Penalty: 5586.818359
	Iteration 66Q: 3 clusters Score -9874637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 74514 members 
Entering Unmasked Estep 
Score: -9874637.000000 Penalty: 5586.818359
	Iteration 67F: 3 clusters Score -9874637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -63143.687500 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -63143.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61627.160156 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -61627.16 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61922.382812 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -61922.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -62178.273438 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -62178.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62284.066406 Penalty: 3143.065674
	Iteration 3F: 3 clusters Score -62284.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62356.437500 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -62356.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62430.234375 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -62430.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62470.507812 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -62470.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -62490.867188 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -62490.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -62509.800781 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -62509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62512.347656 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -62512.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62512.347656 Penalty: 3143.065674
	Iteration 10F: 3 clusters Score -62512.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -41980.550781 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -41980.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40708.226562 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -40708.23 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41087.628906 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -41087.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41298.136719 Penalty: 3015.646973
	Iteration 2F: 3 clusters Score -41298.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41475.210938 Penalty: 3015.646973
	Iteration 3F: 3 clusters Score -41475.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41540.535156 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -41540.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -41603.367188 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -41603.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41643.472656 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -41643.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41649.789062 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -41649.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41655.109375 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -41655.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41669.992188 Penalty: 3015.646973
	Iteration 9Q: 3 clusters Score -41669.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41679.343750 Penalty: 3015.646973
	Iteration 10Q: 3 clusters Score -41679.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41685.023438 Penalty: 3015.646973
	Iteration 11Q: 3 clusters Score -41685.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41685.023438 Penalty: 3015.646973
	Iteration 12F: 3 clusters Score -41685.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (148506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148506 members 
Entering Unmasked Estep 
Score: -18873262.000000 Penalty: 2953.278320
	Iteration 0F: 2 clusters Score -1.887326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 74260 members 
Entering Unmasked Estep 
Score: -18774524.000000 Penalty: 5906.556641
	Iteration 0F: 3 clusters Score -1.877452e+07 nChanged 71047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -18816042.000000 Penalty: 5906.556641
	Iteration 1F: 3 clusters Score -1.881604e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 74341 members 
Entering Unmasked Estep 
Score: -18817418.000000 Penalty: 5906.556641
	Iteration 2Q: 3 clusters Score -1.881742e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 74246 members 
Entering Unmasked Estep 
Score: -18819784.000000 Penalty: 5906.556641
	Iteration 3Q: 3 clusters Score -1.881978e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -18823304.000000 Penalty: 5906.556641
	Iteration 4Q: 3 clusters Score -1.88233e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76372 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -18828998.000000 Penalty: 5906.556641
	Iteration 5F: 3 clusters Score -1.8829e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79499 members 
Mstep: Class 2 contains 69007 members 
Entering Unmasked Estep 
Score: -18836292.000000 Penalty: 5906.556641
	Iteration 6F: 3 clusters Score -1.883629e+07 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83700 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -18845108.000000 Penalty: 5906.556641
	Iteration 7F: 3 clusters Score -1.884511e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -18852496.000000 Penalty: 5906.556641
	Iteration 8F: 3 clusters Score -1.88525e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -18856598.000000 Penalty: 5906.556641
	Iteration 9F: 3 clusters Score -1.88566e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -18858720.000000 Penalty: 5906.556641
	Iteration 10Q: 3 clusters Score -1.885872e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97755 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -18860308.000000 Penalty: 5906.556641
	Iteration 11Q: 3 clusters Score -1.886031e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100880 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -18861988.000000 Penalty: 5906.556641
	Iteration 12Q: 3 clusters Score -1.886199e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103978 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -18863658.000000 Penalty: 5906.556641
	Iteration 13Q: 3 clusters Score -1.886366e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106863 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -18864896.000000 Penalty: 5906.556641
	Iteration 14Q: 3 clusters Score -1.88649e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109541 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -18865858.000000 Penalty: 5906.556641
	Iteration 15Q: 3 clusters Score -1.886586e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111991 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -18866590.000000 Penalty: 5906.556641
	Iteration 16Q: 3 clusters Score -1.886659e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114394 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -18867452.000000 Penalty: 5906.556641
	Iteration 17Q: 3 clusters Score -1.886745e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116700 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -18868214.000000 Penalty: 5906.556641
	Iteration 18Q: 3 clusters Score -1.886821e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118931 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -18868828.000000 Penalty: 5906.556641
	Iteration 19Q: 3 clusters Score -1.886883e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120975 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -18869368.000000 Penalty: 5906.556641
	Iteration 20F: 3 clusters Score -1.886937e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122883 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -18869776.000000 Penalty: 5906.556641
	Iteration 21Q: 3 clusters Score -1.886978e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124672 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -18870294.000000 Penalty: 5906.556641
	Iteration 22Q: 3 clusters Score -1.887029e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126315 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -18870728.000000 Penalty: 5906.556641
	Iteration 23Q: 3 clusters Score -1.887073e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127772 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -18870944.000000 Penalty: 5906.556641
	Iteration 24Q: 3 clusters Score -1.887094e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129055 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -18871248.000000 Penalty: 5906.556641
	Iteration 25Q: 3 clusters Score -1.887125e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130230 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -18871490.000000 Penalty: 5906.556641
	Iteration 26Q: 3 clusters Score -1.887149e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131310 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -18871744.000000 Penalty: 5906.556641
	Iteration 27Q: 3 clusters Score -1.887174e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132294 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -18871882.000000 Penalty: 5906.556641
	Iteration 28Q: 3 clusters Score -1.887188e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133224 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -18872198.000000 Penalty: 5906.556641
	Iteration 29Q: 3 clusters Score -1.88722e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134072 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -18872272.000000 Penalty: 5906.556641
	Iteration 30Q: 3 clusters Score -1.887227e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134824 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -18872398.000000 Penalty: 5906.556641
	Iteration 31Q: 3 clusters Score -1.88724e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135517 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -18872490.000000 Penalty: 5906.556641
	Iteration 32Q: 3 clusters Score -1.887249e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136171 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -18872508.000000 Penalty: 5906.556641
	Iteration 33Q: 3 clusters Score -1.887251e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136776 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -18872620.000000 Penalty: 5906.556641
	Iteration 34Q: 3 clusters Score -1.887262e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137318 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -18872704.000000 Penalty: 5906.556641
	Iteration 35Q: 3 clusters Score -1.88727e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137794 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -18872754.000000 Penalty: 5906.556641
	Iteration 36Q: 3 clusters Score -1.887275e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138254 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -18872816.000000 Penalty: 5906.556641
	Iteration 37Q: 3 clusters Score -1.887282e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138652 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -18872918.000000 Penalty: 5906.556641
	Iteration 38Q: 3 clusters Score -1.887292e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139008 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -18872976.000000 Penalty: 5906.556641
	Iteration 39Q: 3 clusters Score -1.887298e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139299 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -18872986.000000 Penalty: 5906.556641
	Iteration 40F: 3 clusters Score -1.887299e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139540 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -18873002.000000 Penalty: 5906.556641
	Iteration 41Q: 3 clusters Score -1.8873e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139763 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -18873038.000000 Penalty: 5906.556641
	Iteration 42Q: 3 clusters Score -1.887304e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139978 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -18873106.000000 Penalty: 5906.556641
	Iteration 43Q: 3 clusters Score -1.887311e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140161 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -18873136.000000 Penalty: 5906.556641
	Iteration 44Q: 3 clusters Score -1.887314e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140323 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -18873168.000000 Penalty: 5906.556641
	Iteration 45Q: 3 clusters Score -1.887317e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140481 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -18873186.000000 Penalty: 5906.556641
	Iteration 46Q: 3 clusters Score -1.887319e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140615 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -18873186.000000 Penalty: 5906.556641
	Iteration 47Q: 3 clusters Score -1.887319e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140741 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -18873184.000000 Penalty: 5906.556641
	Iteration 48Q: 3 clusters Score -1.887318e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140856 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -18873178.000000 Penalty: 5906.556641
	Iteration 49Q: 3 clusters Score -1.887318e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140961 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -18873184.000000 Penalty: 5906.556641
	Iteration 50Q: 3 clusters Score -1.887318e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141048 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -18873190.000000 Penalty: 5906.556641
	Iteration 51Q: 3 clusters Score -1.887319e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141142 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -18873204.000000 Penalty: 5906.556641
	Iteration 52Q: 3 clusters Score -1.88732e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141231 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -18873184.000000 Penalty: 5906.556641
	Iteration 53Q: 3 clusters Score -1.887318e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141336 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -18873222.000000 Penalty: 5906.556641
	Iteration 54Q: 3 clusters Score -1.887322e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141438 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -18873248.000000 Penalty: 5906.556641
	Iteration 55Q: 3 clusters Score -1.887325e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141517 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -18873248.000000 Penalty: 5906.556641
	Iteration 56Q: 3 clusters Score -1.887325e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141578 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -18873258.000000 Penalty: 5906.556641
	Iteration 57Q: 3 clusters Score -1.887326e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141640 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -18873260.000000 Penalty: 5906.556641
	Iteration 58Q: 3 clusters Score -1.887326e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141704 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -18873274.000000 Penalty: 5906.556641
	Iteration 59Q: 3 clusters Score -1.887327e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141765 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -18873286.000000 Penalty: 5906.556641
	Iteration 60F: 3 clusters Score -1.887329e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141805 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -18873290.000000 Penalty: 5906.556641
	Iteration 61Q: 3 clusters Score -1.887329e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141834 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -18873296.000000 Penalty: 5906.556641
	Iteration 62Q: 3 clusters Score -1.88733e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141864 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -18873316.000000 Penalty: 5906.556641
	Iteration 63Q: 3 clusters Score -1.887332e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141891 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -18873314.000000 Penalty: 5906.556641
	Iteration 64Q: 3 clusters Score -1.887331e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141916 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -18873316.000000 Penalty: 5906.556641
	Iteration 65Q: 3 clusters Score -1.887332e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141936 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -18873318.000000 Penalty: 5906.556641
	Iteration 66Q: 3 clusters Score -1.887332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141947 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -18873324.000000 Penalty: 5906.556641
	Iteration 67Q: 3 clusters Score -1.887332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141964 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -18873316.000000 Penalty: 5906.556641
	Iteration 68Q: 3 clusters Score -1.887332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141982 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -18873320.000000 Penalty: 5906.556641
	Iteration 69Q: 3 clusters Score -1.887332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141996 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -18873324.000000 Penalty: 5906.556641
	Iteration 70Q: 3 clusters Score -1.887332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142005 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -18873310.000000 Penalty: 5906.556641
	Iteration 71Q: 3 clusters Score -1.887331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142011 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -18873316.000000 Penalty: 5906.556641
	Iteration 72Q: 3 clusters Score -1.887332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142019 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -18873320.000000 Penalty: 5906.556641
	Iteration 73Q: 3 clusters Score -1.887332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142028 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -18873294.000000 Penalty: 5906.556641
	Iteration 74Q: 3 clusters Score -1.887329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142036 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -18873298.000000 Penalty: 5906.556641
	Iteration 75Q: 3 clusters Score -1.88733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142040 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -18873314.000000 Penalty: 5906.556641
	Iteration 76Q: 3 clusters Score -1.887331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142042 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -18873306.000000 Penalty: 5906.556641
	Iteration 77Q: 3 clusters Score -1.887331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142043 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -18873290.000000 Penalty: 5906.556641
	Iteration 78Q: 3 clusters Score -1.887329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142046 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -18873312.000000 Penalty: 5906.556641
	Iteration 79Q: 3 clusters Score -1.887331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142049 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -18873312.000000 Penalty: 5906.556641
	Iteration 80F: 3 clusters Score -1.887331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142055 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -18873310.000000 Penalty: 5906.556641
	Iteration 81Q: 3 clusters Score -1.887331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142061 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -18873310.000000 Penalty: 5906.556641
	Iteration 82Q: 3 clusters Score -1.887331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142073 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -18873304.000000 Penalty: 5906.556641
	Iteration 83Q: 3 clusters Score -1.88733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142086 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -18873300.000000 Penalty: 5906.556641
	Iteration 84Q: 3 clusters Score -1.88733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142094 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -18873282.000000 Penalty: 5906.556641
	Iteration 85Q: 3 clusters Score -1.887328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142100 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -18873284.000000 Penalty: 5906.556641
	Iteration 86Q: 3 clusters Score -1.887328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142105 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -18873282.000000 Penalty: 5906.556641
	Iteration 87Q: 3 clusters Score -1.887328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142114 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -18873290.000000 Penalty: 5906.556641
	Iteration 88Q: 3 clusters Score -1.887329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142118 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -18873282.000000 Penalty: 5906.556641
	Iteration 89Q: 3 clusters Score -1.887328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142123 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -18873280.000000 Penalty: 5906.556641
	Iteration 90Q: 3 clusters Score -1.887328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142129 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -18873288.000000 Penalty: 5906.556641
	Iteration 91Q: 3 clusters Score -1.887329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142133 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -18873274.000000 Penalty: 5906.556641
	Iteration 92Q: 3 clusters Score -1.887327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142136 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -18873282.000000 Penalty: 5906.556641
	Iteration 93Q: 3 clusters Score -1.887328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142140 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -18873282.000000 Penalty: 5906.556641
	Iteration 94Q: 3 clusters Score -1.887328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142145 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -18873286.000000 Penalty: 5906.556641
	Iteration 95Q: 3 clusters Score -1.887329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142148 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -18873294.000000 Penalty: 5906.556641
	Iteration 96Q: 3 clusters Score -1.887329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142150 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -18873290.000000 Penalty: 5906.556641
	Iteration 97Q: 3 clusters Score -1.887329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142150 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -18873300.000000 Penalty: 5906.556641
	Iteration 98Q: 3 clusters Score -1.88733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142152 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -18873296.000000 Penalty: 5906.556641
	Iteration 99Q: 3 clusters Score -1.88733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142152 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -18873296.000000 Penalty: 5906.556641
	Iteration 100F: 3 clusters Score -1.88733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143367 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143714 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157003 members 
Mstep: Class 6 contains 15235 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9442 members 
Mstep: Class 10 contains 148420 members 
Mstep: Class 11 contains 69992 members 
Mstep: Class 12 contains 68970 members 
Mstep: Class 13 contains 77944 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 142152 members 
Mstep: Class 17 contains 111348 members 
Mstep: Class 18 contains 32796 members 
Mstep: Class 19 contains 148896 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Mstep: Class 23 contains 6354 members 
Entering Unmasked Estep 
Score: -161337216.000000 Penalty: 80260.382812
Splitting cluster 16 changes total score from -161338400.000000 to -161337216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (111348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111348 members 
Entering Unmasked Estep 
Score: -14257441.000000 Penalty: 2881.863037
	Iteration 0F: 2 clusters Score -1.425744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -14184011.000000 Penalty: 5763.726074
	Iteration 0F: 3 clusters Score -1.418401e+07 nChanged 52920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 59703 members 
Entering Unmasked Estep 
Score: -14214932.000000 Penalty: 5763.726074
	Iteration 1F: 3 clusters Score -1.421493e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 62178 members 
Entering Unmasked Estep 
Score: -14216211.000000 Penalty: 5763.726074
	Iteration 2Q: 3 clusters Score -1.421621e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
Score: -14218036.000000 Penalty: 5763.726074
	Iteration 3Q: 3 clusters Score -1.421804e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 71328 members 
Entering Unmasked Estep 
Score: -14221032.000000 Penalty: 5763.726074
	Iteration 4F: 3 clusters Score -1.422103e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -14226469.000000 Penalty: 5763.726074
	Iteration 5F: 3 clusters Score -1.422647e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 88491 members 
Entering Unmasked Estep 
Score: -14234542.000000 Penalty: 5763.726074
	Iteration 6F: 3 clusters Score -1.423454e+07 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 98088 members 
Entering Unmasked Estep 
Score: -14243659.000000 Penalty: 5763.726074
	Iteration 7F: 3 clusters Score -1.424366e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 104988 members 
Entering Unmasked Estep 
Score: -14250095.000000 Penalty: 5763.726074
	Iteration 8F: 3 clusters Score -1.42501e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 108388 members 
Entering Unmasked Estep 
Score: -14253365.000000 Penalty: 5763.726074
	Iteration 9Q: 3 clusters Score -1.425336e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 109657 members 
Entering Unmasked Estep 
Score: -14254644.000000 Penalty: 5763.726074
	Iteration 10Q: 3 clusters Score -1.425464e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 110107 members 
Entering Unmasked Estep 
Score: -14255046.000000 Penalty: 5763.726074
	Iteration 11Q: 3 clusters Score -1.425505e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 110301 members 
Entering Unmasked Estep 
Score: -14255232.000000 Penalty: 5763.726074
	Iteration 12Q: 3 clusters Score -1.425523e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 110372 members 
Entering Unmasked Estep 
Score: -14255307.000000 Penalty: 5763.726074
	Iteration 13Q: 3 clusters Score -1.425531e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 110407 members 
Entering Unmasked Estep 
Score: -14255365.000000 Penalty: 5763.726074
	Iteration 14Q: 3 clusters Score -1.425536e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 110438 members 
Entering Unmasked Estep 
Score: -14255417.000000 Penalty: 5763.726074
	Iteration 15Q: 3 clusters Score -1.425542e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 110449 members 
Entering Unmasked Estep 
Score: -14255468.000000 Penalty: 5763.726074
	Iteration 16Q: 3 clusters Score -1.425547e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 110456 members 
Entering Unmasked Estep 
Score: -14255482.000000 Penalty: 5763.726074
	Iteration 17Q: 3 clusters Score -1.425548e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 110463 members 
Entering Unmasked Estep 
Score: -14255496.000000 Penalty: 5763.726074
	Iteration 18Q: 3 clusters Score -1.42555e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 110477 members 
Entering Unmasked Estep 
Score: -14255499.000000 Penalty: 5763.726074
	Iteration 19Q: 3 clusters Score -1.42555e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 110478 members 
Entering Unmasked Estep 
Score: -14255523.000000 Penalty: 5763.726074
	Iteration 20F: 3 clusters Score -1.425552e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 110477 members 
Entering Unmasked Estep 
Score: -14255535.000000 Penalty: 5763.726074
	Iteration 21Q: 3 clusters Score -1.425554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 110481 members 
Entering Unmasked Estep 
Score: -14255543.000000 Penalty: 5763.726074
	Iteration 22Q: 3 clusters Score -1.425554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -14255536.000000 Penalty: 5763.726074
	Iteration 23Q: 3 clusters Score -1.425554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 110493 members 
Entering Unmasked Estep 
Score: -14255535.000000 Penalty: 5763.726074
	Iteration 24Q: 3 clusters Score -1.425554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 110501 members 
Entering Unmasked Estep 
Score: -14255557.000000 Penalty: 5763.726074
	Iteration 25Q: 3 clusters Score -1.425556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 110497 members 
Entering Unmasked Estep 
Score: -14255574.000000 Penalty: 5763.726074
	Iteration 26Q: 3 clusters Score -1.425557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 110496 members 
Entering Unmasked Estep 
Score: -14255585.000000 Penalty: 5763.726074
	Iteration 27Q: 3 clusters Score -1.425558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 110498 members 
Entering Unmasked Estep 
Score: -14255583.000000 Penalty: 5763.726074
	Iteration 28Q: 3 clusters Score -1.425558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 110498 members 
Entering Unmasked Estep 
Score: -14255575.000000 Penalty: 5763.726074
	Iteration 29Q: 3 clusters Score -1.425558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 110500 members 
Entering Unmasked Estep 
Score: -14255586.000000 Penalty: 5763.726074
	Iteration 30Q: 3 clusters Score -1.425559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 110503 members 
Entering Unmasked Estep 
Score: -14255581.000000 Penalty: 5763.726074
	Iteration 31Q: 3 clusters Score -1.425558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 110503 members 
Entering Unmasked Estep 
Score: -14255583.000000 Penalty: 5763.726074
	Iteration 32Q: 3 clusters Score -1.425558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 110503 members 
Entering Unmasked Estep 
Score: -14255576.000000 Penalty: 5763.726074
	Iteration 33Q: 3 clusters Score -1.425558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 110510 members 
Entering Unmasked Estep 
Score: -14255579.000000 Penalty: 5763.726074
	Iteration 34Q: 3 clusters Score -1.425558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 110509 members 
Entering Unmasked Estep 
Score: -14255592.000000 Penalty: 5763.726074
	Iteration 35Q: 3 clusters Score -1.425559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 110508 members 
Entering Unmasked Estep 
Score: -14255588.000000 Penalty: 5763.726074
	Iteration 36Q: 3 clusters Score -1.425559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 110510 members 
Entering Unmasked Estep 
Score: -14255602.000000 Penalty: 5763.726074
	Iteration 37Q: 3 clusters Score -1.42556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 110512 members 
Entering Unmasked Estep 
Score: -14255618.000000 Penalty: 5763.726074
	Iteration 38Q: 3 clusters Score -1.425562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 110510 members 
Entering Unmasked Estep 
Score: -14255613.000000 Penalty: 5763.726074
	Iteration 39Q: 3 clusters Score -1.425561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 110514 members 
Entering Unmasked Estep 
Score: -14255612.000000 Penalty: 5763.726074
	Iteration 40F: 3 clusters Score -1.425561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 110519 members 
Entering Unmasked Estep 
Score: -14255613.000000 Penalty: 5763.726074
	Iteration 41Q: 3 clusters Score -1.425561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 110527 members 
Entering Unmasked Estep 
Score: -14255618.000000 Penalty: 5763.726074
	Iteration 42Q: 3 clusters Score -1.425562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 110535 members 
Entering Unmasked Estep 
Score: -14255605.000000 Penalty: 5763.726074
	Iteration 43Q: 3 clusters Score -1.42556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 110537 members 
Entering Unmasked Estep 
Score: -14255607.000000 Penalty: 5763.726074
	Iteration 44Q: 3 clusters Score -1.425561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 110537 members 
Entering Unmasked Estep 
Score: -14255614.000000 Penalty: 5763.726074
	Iteration 45Q: 3 clusters Score -1.425561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 110537 members 
Entering Unmasked Estep 
Score: -14255614.000000 Penalty: 5763.726074
	Iteration 46Q: 3 clusters Score -1.425561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 110538 members 
Entering Unmasked Estep 
Score: -14255612.000000 Penalty: 5763.726074
	Iteration 47Q: 3 clusters Score -1.425561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 110537 members 
Entering Unmasked Estep 
Score: -14255613.000000 Penalty: 5763.726074
	Iteration 48Q: 3 clusters Score -1.425561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 110537 members 
Entering Unmasked Estep 
Score: -14255613.000000 Penalty: 5763.726074
	Iteration 49F: 3 clusters Score -1.425561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Entering Unmasked Estep 
Score: -4167131.500000 Penalty: 2578.719238
	Iteration 0F: 2 clusters Score -4167132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -4144763.500000 Penalty: 5157.438477
	Iteration 0F: 3 clusters Score -4144764 nChanged 14861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -4152802.000000 Penalty: 5157.438477
	Iteration 1F: 3 clusters Score -4152802 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -4153316.500000 Penalty: 5157.438477
	Iteration 2Q: 3 clusters Score -4153316 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -4153855.750000 Penalty: 5157.438477
	Iteration 3Q: 3 clusters Score -4153856 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -4154452.250000 Penalty: 5157.438477
	Iteration 4Q: 3 clusters Score -4154452 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -4155192.250000 Penalty: 5157.438477
	Iteration 5Q: 3 clusters Score -4155192 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -4156210.250000 Penalty: 5157.438477
	Iteration 6F: 3 clusters Score -4156210 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -4157726.250000 Penalty: 5157.438477
	Iteration 7F: 3 clusters Score -4157726 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4159864.250000 Penalty: 5157.438477
	Iteration 8F: 3 clusters Score -4159864 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -4162266.750000 Penalty: 5157.438477
	Iteration 9F: 3 clusters Score -4162267 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -4163848.250000 Penalty: 5157.438477
	Iteration 10F: 3 clusters Score -4163848 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -4164470.250000 Penalty: 5157.438477
	Iteration 11Q: 3 clusters Score -4164470 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -4164791.250000 Penalty: 5157.438477
	Iteration 12Q: 3 clusters Score -4164791 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -4164945.750000 Penalty: 5157.438477
	Iteration 13Q: 3 clusters Score -4164946 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -4165034.000000 Penalty: 5157.438477
	Iteration 14Q: 3 clusters Score -4165034 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -4165090.250000 Penalty: 5157.438477
	Iteration 15Q: 3 clusters Score -4165090 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -4165120.000000 Penalty: 5157.438477
	Iteration 16Q: 3 clusters Score -4165120 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -4165144.750000 Penalty: 5157.438477
	Iteration 17Q: 3 clusters Score -4165145 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -4165176.750000 Penalty: 5157.438477
	Iteration 18Q: 3 clusters Score -4165177 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -4165191.000000 Penalty: 5157.438477
	Iteration 19Q: 3 clusters Score -4165191 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -4165192.750000 Penalty: 5157.438477
	Iteration 20F: 3 clusters Score -4165193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -4165193.750000 Penalty: 5157.438477
	Iteration 21Q: 3 clusters Score -4165194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -4165200.750000 Penalty: 5157.438477
	Iteration 22Q: 3 clusters Score -4165201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -4165204.250000 Penalty: 5157.438477
	Iteration 23Q: 3 clusters Score -4165204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -4165202.000000 Penalty: 5157.438477
	Iteration 24Q: 3 clusters Score -4165202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -4165201.000000 Penalty: 5157.438477
	Iteration 25Q: 3 clusters Score -4165201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -4165200.250000 Penalty: 5157.438477
	Iteration 26Q: 3 clusters Score -4165200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -4165200.000000 Penalty: 5157.438477
	Iteration 27Q: 3 clusters Score -4165200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -4165205.750000 Penalty: 5157.438477
	Iteration 28Q: 3 clusters Score -4165206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -4165213.000000 Penalty: 5157.438477
	Iteration 29Q: 3 clusters Score -4165213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -4165207.000000 Penalty: 5157.438477
	Iteration 30Q: 3 clusters Score -4165207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -4165210.000000 Penalty: 5157.438477
	Iteration 31Q: 3 clusters Score -4165210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -4165203.750000 Penalty: 5157.438477
	Iteration 32Q: 3 clusters Score -4165204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -4165205.250000 Penalty: 5157.438477
	Iteration 33Q: 3 clusters Score -4165205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -4165208.500000 Penalty: 5157.438477
	Iteration 34Q: 3 clusters Score -4165208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -4165207.500000 Penalty: 5157.438477
	Iteration 35Q: 3 clusters Score -4165208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -4165210.500000 Penalty: 5157.438477
	Iteration 36Q: 3 clusters Score -4165210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -4165212.750000 Penalty: 5157.438477
	Iteration 37Q: 3 clusters Score -4165213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -4165213.750000 Penalty: 5157.438477
	Iteration 38Q: 3 clusters Score -4165214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -4165217.750000 Penalty: 5157.438477
	Iteration 39Q: 3 clusters Score -4165218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -4165216.500000 Penalty: 5157.438477
	Iteration 40F: 3 clusters Score -4165216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -4165218.750000 Penalty: 5157.438477
	Iteration 41Q: 3 clusters Score -4165219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -4165215.250000 Penalty: 5157.438477
	Iteration 42Q: 3 clusters Score -4165215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -4165217.250000 Penalty: 5157.438477
	Iteration 43Q: 3 clusters Score -4165217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -4165218.500000 Penalty: 5157.438477
	Iteration 44Q: 3 clusters Score -4165218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -4165220.500000 Penalty: 5157.438477
	Iteration 45Q: 3 clusters Score -4165220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -4165221.750000 Penalty: 5157.438477
	Iteration 46Q: 3 clusters Score -4165222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -4165222.500000 Penalty: 5157.438477
	Iteration 47Q: 3 clusters Score -4165222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -4165222.750000 Penalty: 5157.438477
	Iteration 48Q: 3 clusters Score -4165223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -4165223.500000 Penalty: 5157.438477
	Iteration 49Q: 3 clusters Score -4165224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -4165224.750000 Penalty: 5157.438477
	Iteration 50Q: 3 clusters Score -4165225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -4165222.500000 Penalty: 5157.438477
	Iteration 51Q: 3 clusters Score -4165222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -4165222.500000 Penalty: 5157.438477
	Iteration 52F: 3 clusters Score -4165222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (148896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148896 members 
Entering Unmasked Estep 
Score: -18939020.000000 Penalty: 2953.928711
	Iteration 0F: 2 clusters Score -1.893902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 74620 members 
Entering Unmasked Estep 
Score: -18839670.000000 Penalty: 5907.857422
	Iteration 0F: 3 clusters Score -1.883967e+07 nChanged 71313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72375 members 
Mstep: Class 2 contains 76521 members 
Entering Unmasked Estep 
Score: -18880718.000000 Penalty: 5907.857422
	Iteration 1F: 3 clusters Score -1.888072e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 77641 members 
Entering Unmasked Estep 
Score: -18881802.000000 Penalty: 5907.857422
	Iteration 2Q: 3 clusters Score -1.88818e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69602 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -18882908.000000 Penalty: 5907.857422
	Iteration 3Q: 3 clusters Score -1.888291e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 81809 members 
Entering Unmasked Estep 
Score: -18884606.000000 Penalty: 5907.857422
	Iteration 4Q: 3 clusters Score -1.888461e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -18886990.000000 Penalty: 5907.857422
	Iteration 5Q: 3 clusters Score -1.888699e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58058 members 
Mstep: Class 2 contains 90838 members 
Entering Unmasked Estep 
Score: -18890970.000000 Penalty: 5907.857422
	Iteration 6Q: 3 clusters Score -1.889097e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 97960 members 
Entering Unmasked Estep 
Score: -18896784.000000 Penalty: 5907.857422
	Iteration 7F: 3 clusters Score -1.889678e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 106401 members 
Entering Unmasked Estep 
Score: -18904118.000000 Penalty: 5907.857422
	Iteration 8F: 3 clusters Score -1.890412e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 115087 members 
Entering Unmasked Estep 
Score: -18912150.000000 Penalty: 5907.857422
	Iteration 9F: 3 clusters Score -1.891215e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 122674 members 
Entering Unmasked Estep 
Score: -18918662.000000 Penalty: 5907.857422
	Iteration 10F: 3 clusters Score -1.891866e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 128825 members 
Entering Unmasked Estep 
Score: -18923698.000000 Penalty: 5907.857422
	Iteration 11Q: 3 clusters Score -1.89237e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 133651 members 
Entering Unmasked Estep 
Score: -18927344.000000 Penalty: 5907.857422
	Iteration 12Q: 3 clusters Score -1.892734e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 137361 members 
Entering Unmasked Estep 
Score: -18930074.000000 Penalty: 5907.857422
	Iteration 13Q: 3 clusters Score -1.893007e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 140363 members 
Entering Unmasked Estep 
Score: -18932042.000000 Penalty: 5907.857422
	Iteration 14Q: 3 clusters Score -1.893204e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 142628 members 
Entering Unmasked Estep 
Score: -18933452.000000 Penalty: 5907.857422
	Iteration 15Q: 3 clusters Score -1.893345e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 144394 members 
Entering Unmasked Estep 
Score: -18934528.000000 Penalty: 5907.857422
	Iteration 16Q: 3 clusters Score -1.893453e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 145601 members 
Entering Unmasked Estep 
Score: -18935226.000000 Penalty: 5907.857422
	Iteration 17Q: 3 clusters Score -1.893523e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 146373 members 
Entering Unmasked Estep 
Score: -18935658.000000 Penalty: 5907.857422
	Iteration 18Q: 3 clusters Score -1.893566e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 146899 members 
Entering Unmasked Estep 
Score: -18935858.000000 Penalty: 5907.857422
	Iteration 19Q: 3 clusters Score -1.893586e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 147236 members 
Entering Unmasked Estep 
Score: -18936052.000000 Penalty: 5907.857422
	Iteration 20F: 3 clusters Score -1.893605e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 147476 members 
Entering Unmasked Estep 
Score: -18936152.000000 Penalty: 5907.857422
	Iteration 21Q: 3 clusters Score -1.893615e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 147644 members 
Entering Unmasked Estep 
Score: -18936278.000000 Penalty: 5907.857422
	Iteration 22Q: 3 clusters Score -1.893628e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 147775 members 
Entering Unmasked Estep 
Score: -18936380.000000 Penalty: 5907.857422
	Iteration 23Q: 3 clusters Score -1.893638e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 147859 members 
Entering Unmasked Estep 
Score: -18936430.000000 Penalty: 5907.857422
	Iteration 24Q: 3 clusters Score -1.893643e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 147933 members 
Entering Unmasked Estep 
Score: -18936464.000000 Penalty: 5907.857422
	Iteration 25Q: 3 clusters Score -1.893646e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 147979 members 
Entering Unmasked Estep 
Score: -18936542.000000 Penalty: 5907.857422
	Iteration 26Q: 3 clusters Score -1.893654e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 148010 members 
Entering Unmasked Estep 
Score: -18936578.000000 Penalty: 5907.857422
	Iteration 27Q: 3 clusters Score -1.893658e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 148038 members 
Entering Unmasked Estep 
Score: -18936584.000000 Penalty: 5907.857422
	Iteration 28Q: 3 clusters Score -1.893658e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 148055 members 
Entering Unmasked Estep 
Score: -18936590.000000 Penalty: 5907.857422
	Iteration 29Q: 3 clusters Score -1.893659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 148065 members 
Entering Unmasked Estep 
Score: -18936588.000000 Penalty: 5907.857422
	Iteration 30Q: 3 clusters Score -1.893659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 148075 members 
Entering Unmasked Estep 
Score: -18936622.000000 Penalty: 5907.857422
	Iteration 31Q: 3 clusters Score -1.893662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 148091 members 
Entering Unmasked Estep 
Score: -18936632.000000 Penalty: 5907.857422
	Iteration 32Q: 3 clusters Score -1.893663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 148103 members 
Entering Unmasked Estep 
Score: -18936646.000000 Penalty: 5907.857422
	Iteration 33Q: 3 clusters Score -1.893665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 148112 members 
Entering Unmasked Estep 
Score: -18936654.000000 Penalty: 5907.857422
	Iteration 34Q: 3 clusters Score -1.893665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 148120 members 
Entering Unmasked Estep 
Score: -18936670.000000 Penalty: 5907.857422
	Iteration 35Q: 3 clusters Score -1.893667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 148128 members 
Entering Unmasked Estep 
Score: -18936676.000000 Penalty: 5907.857422
	Iteration 36Q: 3 clusters Score -1.893668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 148130 members 
Entering Unmasked Estep 
Score: -18936682.000000 Penalty: 5907.857422
	Iteration 37Q: 3 clusters Score -1.893668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 148132 members 
Entering Unmasked Estep 
Score: -18936676.000000 Penalty: 5907.857422
	Iteration 38Q: 3 clusters Score -1.893668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 148133 members 
Entering Unmasked Estep 
Score: -18936676.000000 Penalty: 5907.857422
	Iteration 39Q: 3 clusters Score -1.893668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 148135 members 
Entering Unmasked Estep 
Score: -18936676.000000 Penalty: 5907.857422
	Iteration 40F: 3 clusters Score -1.893668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 148137 members 
Entering Unmasked Estep 
Score: -18936688.000000 Penalty: 5907.857422
	Iteration 41Q: 3 clusters Score -1.893669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 148140 members 
Entering Unmasked Estep 
Score: -18936698.000000 Penalty: 5907.857422
	Iteration 42Q: 3 clusters Score -1.89367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 148142 members 
Entering Unmasked Estep 
Score: -18936686.000000 Penalty: 5907.857422
	Iteration 43Q: 3 clusters Score -1.893669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 148143 members 
Entering Unmasked Estep 
Score: -18936698.000000 Penalty: 5907.857422
	Iteration 44Q: 3 clusters Score -1.89367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 148143 members 
Entering Unmasked Estep 
Score: -18936690.000000 Penalty: 5907.857422
	Iteration 45Q: 3 clusters Score -1.893669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 148143 members 
Entering Unmasked Estep 
Score: -18936690.000000 Penalty: 5907.857422
	Iteration 46F: 3 clusters Score -1.893669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -32106.464844 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -32106.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30803.552734 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -30803.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30986.197266 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -30986.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31085.693359 Penalty: 2894.066162
	Iteration 2F: 3 clusters Score -31085.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31159.589844 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -31159.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31216.396484 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -31216.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31266.572266 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -31266.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31275.740234 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -31275.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31277.373047 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -31277.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31283.017578 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -31283.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31283.017578 Penalty: 2894.066162
	Iteration 9F: 3 clusters Score -31283.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -45112.957031 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -45112.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43651.902344 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -43651.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43880.179688 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -43880.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43949.527344 Penalty: 3019.040283
	Iteration 2Q: 3 clusters Score -43949.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44001.027344 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -44001.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44019.015625 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -44019.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44045.859375 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -44045.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44072.445312 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -44072.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44100.511719 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -44100.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44124.980469 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -44124.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44143.804688 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -44143.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44173.917969 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -44173.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44189.082031 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -44189.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44201.785156 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -44201.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44210.003906 Penalty: 3019.040283
	Iteration 13Q: 3 clusters Score -44210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44213.187500 Penalty: 3019.040283
	Iteration 14Q: 3 clusters Score -44213.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44215.167969 Penalty: 3019.040283
	Iteration 15Q: 3 clusters Score -44215.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44218.812500 Penalty: 3019.040283
	Iteration 16Q: 3 clusters Score -44218.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44223.277344 Penalty: 3019.040283
	Iteration 17Q: 3 clusters Score -44223.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44249.632812 Penalty: 3019.040283
	Iteration 18Q: 3 clusters Score -44249.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44285.636719 Penalty: 3019.040283
	Iteration 19Q: 3 clusters Score -44285.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44301.941406 Penalty: 3019.040283
	Iteration 20F: 3 clusters Score -44301.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44320.941406 Penalty: 3019.040283
	Iteration 21Q: 3 clusters Score -44320.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44340.324219 Penalty: 3019.040283
	Iteration 22Q: 3 clusters Score -44340.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44344.167969 Penalty: 3019.040283
	Iteration 23Q: 3 clusters Score -44344.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44348.957031 Penalty: 3019.040283
	Iteration 24Q: 3 clusters Score -44348.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44348.957031 Penalty: 3019.040283
	Iteration 25F: 3 clusters Score -44348.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -80490.492188 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -80490.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78766.382812 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -78766.38 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -79150.695312 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -79150.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -79348.062500 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -79348.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79518.992188 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -79518.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -79633.554688 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -79633.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -79695.015625 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -79695.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -79773.398438 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -79773.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -79853.359375 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -79853.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -79967.289062 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -79967.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -80136.750000 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -80136.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -80469.421875 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -80469.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80782.882812 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -80782.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80912.867188 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -80912.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81023.085938 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -81023.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81034.429688 Penalty: 3283.556396
	Iteration 14Q: 3 clusters Score -81034.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -81040.257812 Penalty: 3283.556396
	Iteration 15Q: 3 clusters Score -81040.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -81048.453125 Penalty: 3283.556396
	Iteration 16Q: 3 clusters Score -81048.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81054.203125 Penalty: 3283.556396
	Iteration 17Q: 3 clusters Score -81054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81061.796875 Penalty: 3283.556396
	Iteration 18F: 3 clusters Score -81061.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -81078.781250 Penalty: 3283.556396
	Iteration 19Q: 3 clusters Score -81078.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81081.757812 Penalty: 3283.556396
	Iteration 20F: 3 clusters Score -81081.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143367 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143714 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157003 members 
Mstep: Class 6 contains 15235 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9442 members 
Mstep: Class 10 contains 148420 members 
Mstep: Class 11 contains 69992 members 
Mstep: Class 12 contains 68970 members 
Mstep: Class 13 contains 77944 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148506 members 
Mstep: Class 17 contains 111348 members 
Mstep: Class 18 contains 32796 members 
Mstep: Class 19 contains 148896 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 392 members 
Entering Unmasked Estep 
Score: -161336992.000000 Penalty: 80260.382812
Splitting cluster 22 changes total score from -161338400.000000 to -161336992.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143367 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143714 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157003 members 
Mstep: Class 6 contains 15235 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9442 members 
Mstep: Class 10 contains 148420 members 
Mstep: Class 11 contains 69992 members 
Mstep: Class 12 contains 68970 members 
Mstep: Class 13 contains 77944 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148506 members 
Mstep: Class 17 contains 111348 members 
Mstep: Class 18 contains 32796 members 
Mstep: Class 19 contains 148896 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338368.000000 Penalty: 76770.804688
Iteration 479Q: 23 clusters Score -1.613384e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143375 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143707 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 156998 members 
Mstep: Class 6 contains 15234 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 148423 members 
Mstep: Class 11 contains 69994 members 
Mstep: Class 12 contains 68973 members 
Mstep: Class 13 contains 77945 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148509 members 
Mstep: Class 17 contains 111345 members 
Mstep: Class 18 contains 32791 members 
Mstep: Class 19 contains 148896 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338352.000000 Penalty: 76770.804688
Iteration 480F: 23 clusters Score -1.613384e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143378 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143698 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157002 members 
Mstep: Class 6 contains 15235 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 148426 members 
Mstep: Class 11 contains 69995 members 
Mstep: Class 12 contains 68973 members 
Mstep: Class 13 contains 77943 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148514 members 
Mstep: Class 17 contains 111343 members 
Mstep: Class 18 contains 32789 members 
Mstep: Class 19 contains 148894 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338256.000000 Penalty: 76770.804688
Iteration 481Q: 23 clusters Score -1.613383e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143382 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143692 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157014 members 
Mstep: Class 6 contains 15235 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 148427 members 
Mstep: Class 11 contains 69993 members 
Mstep: Class 12 contains 68975 members 
Mstep: Class 13 contains 77941 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148514 members 
Mstep: Class 17 contains 111343 members 
Mstep: Class 18 contains 32785 members 
Mstep: Class 19 contains 148889 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338320.000000 Penalty: 76770.804688
Iteration 482Q: 23 clusters Score -1.613383e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143384 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143685 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157026 members 
Mstep: Class 6 contains 15234 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 148430 members 
Mstep: Class 11 contains 69992 members 
Mstep: Class 12 contains 68977 members 
Mstep: Class 13 contains 77939 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148515 members 
Mstep: Class 17 contains 111339 members 
Mstep: Class 18 contains 32783 members 
Mstep: Class 19 contains 148886 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338320.000000 Penalty: 76770.804688
Iteration 483Q: 23 clusters Score -1.613383e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143380 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143682 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157034 members 
Mstep: Class 6 contains 15233 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 148430 members 
Mstep: Class 11 contains 69995 members 
Mstep: Class 12 contains 68976 members 
Mstep: Class 13 contains 77938 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148517 members 
Mstep: Class 17 contains 111340 members 
Mstep: Class 18 contains 32777 members 
Mstep: Class 19 contains 148888 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338320.000000 Penalty: 76770.804688
Iteration 484Q: 23 clusters Score -1.613383e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143378 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143677 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157041 members 
Mstep: Class 6 contains 15233 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 148432 members 
Mstep: Class 11 contains 69996 members 
Mstep: Class 12 contains 68977 members 
Mstep: Class 13 contains 77937 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148521 members 
Mstep: Class 17 contains 111339 members 
Mstep: Class 18 contains 32775 members 
Mstep: Class 19 contains 148884 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338224.000000 Penalty: 76770.804688
Iteration 485Q: 23 clusters Score -1.613382e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143374 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143674 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157044 members 
Mstep: Class 6 contains 15233 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 148441 members 
Mstep: Class 11 contains 69997 members 
Mstep: Class 12 contains 68978 members 
Mstep: Class 13 contains 77937 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148519 members 
Mstep: Class 17 contains 111339 members 
Mstep: Class 18 contains 32774 members 
Mstep: Class 19 contains 148880 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338240.000000 Penalty: 76770.804688
Iteration 486Q: 23 clusters Score -1.613382e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143371 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143675 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157054 members 
Mstep: Class 6 contains 15233 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 148444 members 
Mstep: Class 11 contains 69994 members 
Mstep: Class 12 contains 68977 members 
Mstep: Class 13 contains 77937 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148522 members 
Mstep: Class 17 contains 111335 members 
Mstep: Class 18 contains 32773 members 
Mstep: Class 19 contains 148875 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338304.000000 Penalty: 76770.804688
Iteration 487Q: 23 clusters Score -1.613383e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143369 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143674 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157066 members 
Mstep: Class 6 contains 15233 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 148447 members 
Mstep: Class 11 contains 69992 members 
Mstep: Class 12 contains 68976 members 
Mstep: Class 13 contains 77936 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148521 members 
Mstep: Class 17 contains 111333 members 
Mstep: Class 18 contains 32773 members 
Mstep: Class 19 contains 148870 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338208.000000 Penalty: 76770.804688
Iteration 488Q: 23 clusters Score -1.613382e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143367 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143671 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157073 members 
Mstep: Class 6 contains 15234 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 148453 members 
Mstep: Class 11 contains 69989 members 
Mstep: Class 12 contains 68976 members 
Mstep: Class 13 contains 77934 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148521 members 
Mstep: Class 17 contains 111335 members 
Mstep: Class 18 contains 32772 members 
Mstep: Class 19 contains 148865 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338240.000000 Penalty: 76770.804688
Iteration 489Q: 23 clusters Score -1.613382e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143369 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143669 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157083 members 
Mstep: Class 6 contains 15234 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 148455 members 
Mstep: Class 11 contains 69989 members 
Mstep: Class 12 contains 68976 members 
Mstep: Class 13 contains 77931 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148522 members 
Mstep: Class 17 contains 111335 members 
Mstep: Class 18 contains 32772 members 
Mstep: Class 19 contains 148855 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338288.000000 Penalty: 76770.804688
Iteration 490Q: 23 clusters Score -1.613383e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143370 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143671 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157088 members 
Mstep: Class 6 contains 15234 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 148454 members 
Mstep: Class 11 contains 69989 members 
Mstep: Class 12 contains 68977 members 
Mstep: Class 13 contains 77932 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148523 members 
Mstep: Class 17 contains 111334 members 
Mstep: Class 18 contains 32772 members 
Mstep: Class 19 contains 148846 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338336.000000 Penalty: 76770.804688
Iteration 491Q: 23 clusters Score -1.613383e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143367 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143669 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157095 members 
Mstep: Class 6 contains 15234 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 148457 members 
Mstep: Class 11 contains 69987 members 
Mstep: Class 12 contains 68977 members 
Mstep: Class 13 contains 77931 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148530 members 
Mstep: Class 17 contains 111335 members 
Mstep: Class 18 contains 32772 members 
Mstep: Class 19 contains 148836 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338240.000000 Penalty: 76770.804688
Iteration 492Q: 23 clusters Score -1.613382e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143364 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143665 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157105 members 
Mstep: Class 6 contains 15234 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 148457 members 
Mstep: Class 11 contains 69986 members 
Mstep: Class 12 contains 68977 members 
Mstep: Class 13 contains 77932 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148540 members 
Mstep: Class 17 contains 111331 members 
Mstep: Class 18 contains 32771 members 
Mstep: Class 19 contains 148828 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338384.000000 Penalty: 76770.804688
Iteration 493Q: 23 clusters Score -1.613384e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143362 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143662 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157107 members 
Mstep: Class 6 contains 15234 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9445 members 
Mstep: Class 10 contains 148459 members 
Mstep: Class 11 contains 69987 members 
Mstep: Class 12 contains 68977 members 
Mstep: Class 13 contains 77932 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148541 members 
Mstep: Class 17 contains 111333 members 
Mstep: Class 18 contains 32771 members 
Mstep: Class 19 contains 148823 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338320.000000 Penalty: 76770.804688
Iteration 494Q: 23 clusters Score -1.613383e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143357 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143660 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157110 members 
Mstep: Class 6 contains 15233 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9445 members 
Mstep: Class 10 contains 148461 members 
Mstep: Class 11 contains 69988 members 
Mstep: Class 12 contains 68976 members 
Mstep: Class 13 contains 77931 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148543 members 
Mstep: Class 17 contains 111336 members 
Mstep: Class 18 contains 32771 members 
Mstep: Class 19 contains 148822 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338352.000000 Penalty: 76770.804688
Iteration 495Q: 23 clusters Score -1.613384e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143355 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143659 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157104 members 
Mstep: Class 6 contains 15233 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9445 members 
Mstep: Class 10 contains 148464 members 
Mstep: Class 11 contains 69986 members 
Mstep: Class 12 contains 68978 members 
Mstep: Class 13 contains 77932 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148546 members 
Mstep: Class 17 contains 111338 members 
Mstep: Class 18 contains 32771 members 
Mstep: Class 19 contains 148822 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338336.000000 Penalty: 76770.804688
Iteration 496Q: 23 clusters Score -1.613383e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143353 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143656 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157109 members 
Mstep: Class 6 contains 15230 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9445 members 
Mstep: Class 10 contains 148466 members 
Mstep: Class 11 contains 69984 members 
Mstep: Class 12 contains 68976 members 
Mstep: Class 13 contains 77932 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148554 members 
Mstep: Class 17 contains 111339 members 
Mstep: Class 18 contains 32772 members 
Mstep: Class 19 contains 148817 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338400.000000 Penalty: 76770.804688
Iteration 497Q: 23 clusters Score -1.613384e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143343 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143655 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157114 members 
Mstep: Class 6 contains 15229 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9445 members 
Mstep: Class 10 contains 148465 members 
Mstep: Class 11 contains 69986 members 
Mstep: Class 12 contains 68976 members 
Mstep: Class 13 contains 77933 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148557 members 
Mstep: Class 17 contains 111342 members 
Mstep: Class 18 contains 32772 members 
Mstep: Class 19 contains 148816 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338464.000000 Penalty: 76770.804688
Iteration 498Q: 23 clusters Score -1.613385e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143338 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143659 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157121 members 
Mstep: Class 6 contains 15229 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9445 members 
Mstep: Class 10 contains 148467 members 
Mstep: Class 11 contains 69985 members 
Mstep: Class 12 contains 68974 members 
Mstep: Class 13 contains 77934 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148559 members 
Mstep: Class 17 contains 111342 members 
Mstep: Class 18 contains 32771 members 
Mstep: Class 19 contains 148809 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338352.000000 Penalty: 76770.804688
Iteration 499Q: 23 clusters Score -1.613384e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 143337 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 143662 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 5 contains 157125 members 
Mstep: Class 6 contains 15229 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 9 contains 9445 members 
Mstep: Class 10 contains 148469 members 
Mstep: Class 11 contains 69985 members 
Mstep: Class 12 contains 68975 members 
Mstep: Class 13 contains 77934 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 148563 members 
Mstep: Class 17 contains 111337 members 
Mstep: Class 18 contains 32769 members 
Mstep: Class 19 contains 148803 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338368.000000 Penalty: 76770.804688
Iteration 500F: 23 clusters Score -1.613384e+08 nChanged 56
Maximum iterations exceeded
--- Evaluating fit on full set of 3872876 points ---
Entering Unmasked Estep 
Score: -487908640.000000 Penalty: 82764.835938
20->23 Clusters: Score -487908640.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1290958 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 64494 members 
Mstep: Class 3 contains 64534 members 
Mstep: Class 4 contains 64186 members 
Mstep: Class 5 contains 64525 members 
Mstep: Class 6 contains 64529 members 
Mstep: Class 7 contains 64741 members 
Mstep: Class 8 contains 64893 members 
Mstep: Class 9 contains 64117 members 
Mstep: Class 10 contains 64572 members 
Mstep: Class 11 contains 64423 members 
Mstep: Class 12 contains 64429 members 
Mstep: Class 13 contains 64698 members 
Mstep: Class 14 contains 64464 members 
Mstep: Class 15 contains 64402 members 
Mstep: Class 16 contains 64950 members 
Mstep: Class 17 contains 64923 members 
Mstep: Class 18 contains 64493 members 
Mstep: Class 19 contains 64812 members 
Mstep: Class 20 contains 64303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 426.706757 but Gain 3489.585938
Score: -155403136.000000 Penalty: 66302.054688
Iteration 0F: 20 clusters Score -1.554031e+08 nChanged 1221927
Entering Unmasked Mstep 
Mstep: Class 0 contains 2796 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 53175 members 
Mstep: Class 3 contains 14310 members 
Mstep: Class 4 contains 93637 members 
Mstep: Class 5 contains 135515 members 
Mstep: Class 6 contains 96868 members 
Mstep: Class 7 contains 29648 members 
Mstep: Class 8 contains 104582 members 
Mstep: Class 9 contains 28186 members 
Mstep: Class 10 contains 99382 members 
Mstep: Class 11 contains 50803 members 
Mstep: Class 12 contains 88024 members 
Mstep: Class 13 contains 12706 members 
Mstep: Class 14 contains 40273 members 
Mstep: Class 15 contains 162420 members 
Mstep: Class 16 contains 211228 members 
Mstep: Class 18 contains 26970 members 
Mstep: Class 19 contains 13775 members 
Mstep: Class 20 contains 12367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159622272.000000 Penalty: 66302.054688
Iteration 1F: 20 clusters Score -1.596223e+08 nChanged 434893
Entering Unmasked Mstep 
Mstep: Class 0 contains 2650 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 47715 members 
Mstep: Class 3 contains 13048 members 
Mstep: Class 4 contains 76229 members 
Mstep: Class 5 contains 120217 members 
Mstep: Class 6 contains 108069 members 
Mstep: Class 7 contains 29507 members 
Mstep: Class 8 contains 125844 members 
Mstep: Class 9 contains 22978 members 
Mstep: Class 10 contains 77244 members 
Mstep: Class 11 contains 53316 members 
Mstep: Class 12 contains 95731 members 
Mstep: Class 13 contains 6993 members 
Mstep: Class 14 contains 37468 members 
Mstep: Class 15 contains 228967 members 
Mstep: Class 16 contains 214318 members 
Mstep: Class 18 contains 13719 members 
Mstep: Class 19 contains 6709 members 
Mstep: Class 20 contains 5185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2301.290283 but Gain 3489.578125
Score: -160074368.000000 Penalty: 62812.476562
Iteration 2F: 19 clusters Score -1.600744e+08 nChanged 303616
Entering Unmasked Mstep 
Mstep: Class 0 contains 2489 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 47008 members 
Mstep: Class 3 contains 13279 members 
Mstep: Class 4 contains 69828 members 
Mstep: Class 5 contains 130267 members 
Mstep: Class 6 contains 120191 members 
Mstep: Class 7 contains 28789 members 
Mstep: Class 8 contains 155596 members 
Mstep: Class 9 contains 19524 members 
Mstep: Class 10 contains 71446 members 
Mstep: Class 11 contains 55990 members 
Mstep: Class 12 contains 104061 members 
Mstep: Class 13 contains 3528 members 
Mstep: Class 14 contains 30912 members 
Mstep: Class 15 contains 262301 members 
Mstep: Class 16 contains 164331 members 
Mstep: Class 18 contains 6451 members 
Mstep: Class 19 contains 2646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2579.076660 but Gain 3489.582031
Score: -160303104.000000 Penalty: 59322.894531
Iteration 3F: 18 clusters Score -1.603031e+08 nChanged 225231
Entering Unmasked Mstep 
Mstep: Class 0 contains 2350 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 44871 members 
Mstep: Class 3 contains 14733 members 
Mstep: Class 4 contains 67834 members 
Mstep: Class 5 contains 152493 members 
Mstep: Class 6 contains 126558 members 
Mstep: Class 7 contains 27430 members 
Mstep: Class 8 contains 187454 members 
Mstep: Class 9 contains 16862 members 
Mstep: Class 10 contains 65734 members 
Mstep: Class 11 contains 58434 members 
Mstep: Class 12 contains 107700 members 
Mstep: Class 13 contains 1820 members 
Mstep: Class 14 contains 22228 members 
Mstep: Class 15 contains 253049 members 
Mstep: Class 16 contains 136663 members 
Mstep: Class 18 contains 2971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160465920.000000 Penalty: 59322.894531
Iteration 4F: 18 clusters Score -1.604659e+08 nChanged 196504
Entering Unmasked Mstep 
Mstep: Class 0 contains 1764 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 42626 members 
Mstep: Class 3 contains 17225 members 
Mstep: Class 4 contains 68893 members 
Mstep: Class 5 contains 186015 members 
Mstep: Class 6 contains 125359 members 
Mstep: Class 7 contains 26643 members 
Mstep: Class 8 contains 208332 members 
Mstep: Class 9 contains 15284 members 
Mstep: Class 10 contains 59315 members 
Mstep: Class 11 contains 62853 members 
Mstep: Class 12 contains 110798 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 14550 members 
Mstep: Class 15 contains 226100 members 
Mstep: Class 16 contains 120394 members 
Mstep: Class 18 contains 1840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160606672.000000 Penalty: 59322.894531
Iteration 5F: 18 clusters Score -1.606067e+08 nChanged 178725
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 41539 members 
Mstep: Class 3 contains 20140 members 
Mstep: Class 4 contains 71987 members 
Mstep: Class 5 contains 225269 members 
Mstep: Class 6 contains 120598 members 
Mstep: Class 7 contains 26308 members 
Mstep: Class 8 contains 202515 members 
Mstep: Class 9 contains 14623 members 
Mstep: Class 10 contains 53124 members 
Mstep: Class 11 contains 69738 members 
Mstep: Class 12 contains 117450 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 8869 members 
Mstep: Class 15 contains 203590 members 
Mstep: Class 16 contains 109581 members 
Mstep: Class 18 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160756784.000000 Penalty: 59322.894531
Iteration 6F: 18 clusters Score -1.607568e+08 nChanged 157930
Entering Unmasked Mstep 
Mstep: Class 0 contains 644 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40760 members 
Mstep: Class 3 contains 22670 members 
Mstep: Class 4 contains 75475 members 
Mstep: Class 5 contains 250599 members 
Mstep: Class 6 contains 115280 members 
Mstep: Class 7 contains 25805 members 
Mstep: Class 8 contains 187999 members 
Mstep: Class 9 contains 13985 members 
Mstep: Class 10 contains 46928 members 
Mstep: Class 11 contains 78041 members 
Mstep: Class 12 contains 128812 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 192204 members 
Mstep: Class 16 contains 101990 members 
Mstep: Class 18 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160879136.000000 Penalty: 59322.894531
Iteration 7F: 18 clusters Score -1.608791e+08 nChanged 135964
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 39872 members 
Mstep: Class 3 contains 24625 members 
Mstep: Class 4 contains 77692 members 
Mstep: Class 5 contains 260510 members 
Mstep: Class 6 contains 109724 members 
Mstep: Class 7 contains 24605 members 
Mstep: Class 8 contains 176519 members 
Mstep: Class 9 contains 13194 members 
Mstep: Class 10 contains 40220 members 
Mstep: Class 11 contains 87291 members 
Mstep: Class 12 contains 144347 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 3344 members 
Mstep: Class 15 contains 187609 members 
Mstep: Class 16 contains 96177 members 
Mstep: Class 18 contains 2253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160961984.000000 Penalty: 59322.894531
Iteration 8F: 18 clusters Score -1.60962e+08 nChanged 117947
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 38719 members 
Mstep: Class 3 contains 26304 members 
Mstep: Class 4 contains 78229 members 
Mstep: Class 5 contains 259753 members 
Mstep: Class 6 contains 104325 members 
Mstep: Class 7 contains 22996 members 
Mstep: Class 8 contains 168565 members 
Mstep: Class 9 contains 12501 members 
Mstep: Class 10 contains 33593 members 
Mstep: Class 11 contains 97354 members 
Mstep: Class 12 contains 163579 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 2767 members 
Mstep: Class 15 contains 185172 members 
Mstep: Class 16 contains 91859 members 
Mstep: Class 18 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161012704.000000 Penalty: 59322.894531
Iteration 9F: 18 clusters Score -1.610127e+08 nChanged 109857
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 37741 members 
Mstep: Class 3 contains 28119 members 
Mstep: Class 4 contains 78794 members 
Mstep: Class 5 contains 249211 members 
Mstep: Class 6 contains 99488 members 
Mstep: Class 7 contains 21345 members 
Mstep: Class 8 contains 159193 members 
Mstep: Class 9 contains 11888 members 
Mstep: Class 10 contains 27856 members 
Mstep: Class 11 contains 109416 members 
Mstep: Class 12 contains 190723 members 
Mstep: Class 13 contains 1456 members 
Mstep: Class 14 contains 2566 members 
Mstep: Class 15 contains 180434 members 
Mstep: Class 16 contains 88909 members 
Mstep: Class 18 contains 2331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161051856.000000 Penalty: 59322.894531
Iteration 10F: 18 clusters Score -1.610519e+08 nChanged 112743
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 37151 members 
Mstep: Class 3 contains 30405 members 
Mstep: Class 4 contains 80883 members 
Mstep: Class 5 contains 233510 members 
Mstep: Class 6 contains 95186 members 
Mstep: Class 7 contains 19904 members 
Mstep: Class 8 contains 149881 members 
Mstep: Class 9 contains 11511 members 
Mstep: Class 10 contains 23213 members 
Mstep: Class 11 contains 123601 members 
Mstep: Class 12 contains 218151 members 
Mstep: Class 13 contains 1474 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 172732 members 
Mstep: Class 16 contains 87047 members 
Mstep: Class 18 contains 2357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161082000.000000 Penalty: 59322.894531
Iteration 11F: 18 clusters Score -1.61082e+08 nChanged 101372
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 36625 members 
Mstep: Class 3 contains 32687 members 
Mstep: Class 4 contains 83472 members 
Mstep: Class 5 contains 221529 members 
Mstep: Class 6 contains 90927 members 
Mstep: Class 7 contains 18757 members 
Mstep: Class 8 contains 145471 members 
Mstep: Class 9 contains 11395 members 
Mstep: Class 10 contains 19539 members 
Mstep: Class 11 contains 137881 members 
Mstep: Class 12 contains 230784 members 
Mstep: Class 13 contains 1470 members 
Mstep: Class 14 contains 2457 members 
Mstep: Class 15 contains 168135 members 
Mstep: Class 16 contains 85977 members 
Mstep: Class 18 contains 2385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161109792.000000 Penalty: 59322.894531
Iteration 12F: 18 clusters Score -1.611098e+08 nChanged 85211
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 36201 members 
Mstep: Class 3 contains 34881 members 
Mstep: Class 4 contains 85494 members 
Mstep: Class 5 contains 213947 members 
Mstep: Class 6 contains 87041 members 
Mstep: Class 7 contains 17867 members 
Mstep: Class 8 contains 145813 members 
Mstep: Class 9 contains 11497 members 
Mstep: Class 10 contains 16711 members 
Mstep: Class 11 contains 151179 members 
Mstep: Class 12 contains 230409 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 166917 members 
Mstep: Class 16 contains 85193 members 
Mstep: Class 18 contains 2405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161134544.000000 Penalty: 59322.894531
Iteration 13F: 18 clusters Score -1.611345e+08 nChanged 72022
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 35919 members 
Mstep: Class 3 contains 37434 members 
Mstep: Class 4 contains 88265 members 
Mstep: Class 5 contains 208005 members 
Mstep: Class 6 contains 83710 members 
Mstep: Class 7 contains 16931 members 
Mstep: Class 8 contains 147918 members 
Mstep: Class 9 contains 11898 members 
Mstep: Class 10 contains 14601 members 
Mstep: Class 11 contains 164828 members 
Mstep: Class 12 contains 222637 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 2482 members 
Mstep: Class 15 contains 166318 members 
Mstep: Class 16 contains 84662 members 
Mstep: Class 18 contains 2416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161155808.000000 Penalty: 59322.894531
Iteration 14F: 18 clusters Score -1.611558e+08 nChanged 65911
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 35696 members 
Mstep: Class 3 contains 40291 members 
Mstep: Class 4 contains 92870 members 
Mstep: Class 5 contains 202105 members 
Mstep: Class 6 contains 80794 members 
Mstep: Class 7 contains 15823 members 
Mstep: Class 8 contains 150602 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 10 contains 13121 members 
Mstep: Class 11 contains 180110 members 
Mstep: Class 12 contains 210332 members 
Mstep: Class 13 contains 1462 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 164654 members 
Mstep: Class 16 contains 84180 members 
Mstep: Class 18 contains 2424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161172400.000000 Penalty: 59322.894531
Iteration 15F: 18 clusters Score -1.611724e+08 nChanged 64312
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 35505 members 
Mstep: Class 3 contains 43424 members 
Mstep: Class 4 contains 100352 members 
Mstep: Class 5 contains 196630 members 
Mstep: Class 6 contains 78174 members 
Mstep: Class 7 contains 14423 members 
Mstep: Class 8 contains 153582 members 
Mstep: Class 9 contains 13227 members 
Mstep: Class 10 contains 12126 members 
Mstep: Class 11 contains 193745 members 
Mstep: Class 12 contains 196230 members 
Mstep: Class 13 contains 1456 members 
Mstep: Class 14 contains 2550 members 
Mstep: Class 15 contains 161916 members 
Mstep: Class 16 contains 83721 members 
Mstep: Class 18 contains 2429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161185584.000000 Penalty: 59322.894531
Iteration 16Q: 18 clusters Score -1.611856e+08 nChanged 58672
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 35550 members 
Mstep: Class 3 contains 46481 members 
Mstep: Class 4 contains 109873 members 
Mstep: Class 5 contains 192947 members 
Mstep: Class 6 contains 75700 members 
Mstep: Class 7 contains 13066 members 
Mstep: Class 8 contains 156732 members 
Mstep: Class 9 contains 14095 members 
Mstep: Class 10 contains 11452 members 
Mstep: Class 11 contains 199763 members 
Mstep: Class 12 contains 183994 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 159909 members 
Mstep: Class 16 contains 83440 members 
Mstep: Class 18 contains 2455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161196480.000000 Penalty: 59322.894531
Iteration 17Q: 18 clusters Score -1.611965e+08 nChanged 51459
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 35735 members 
Mstep: Class 3 contains 49404 members 
Mstep: Class 4 contains 120699 members 
Mstep: Class 5 contains 191169 members 
Mstep: Class 6 contains 73544 members 
Mstep: Class 7 contains 11916 members 
Mstep: Class 8 contains 159174 members 
Mstep: Class 9 contains 14956 members 
Mstep: Class 10 contains 10953 members 
Mstep: Class 11 contains 197711 members 
Mstep: Class 12 contains 174896 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2620 members 
Mstep: Class 15 contains 159678 members 
Mstep: Class 16 contains 83104 members 
Mstep: Class 18 contains 2476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161207824.000000 Penalty: 59322.894531
Iteration 18Q: 18 clusters Score -1.612078e+08 nChanged 44542
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 36101 members 
Mstep: Class 3 contains 51997 members 
Mstep: Class 4 contains 132334 members 
Mstep: Class 5 contains 190295 members 
Mstep: Class 6 contains 71808 members 
Mstep: Class 7 contains 10961 members 
Mstep: Class 8 contains 160712 members 
Mstep: Class 9 contains 15760 members 
Mstep: Class 10 contains 10630 members 
Mstep: Class 11 contains 190652 members 
Mstep: Class 12 contains 168217 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2650 members 
Mstep: Class 15 contains 160661 members 
Mstep: Class 16 contains 82760 members 
Mstep: Class 18 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161217472.000000 Penalty: 59322.894531
Iteration 19Q: 18 clusters Score -1.612175e+08 nChanged 39547
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 36456 members 
Mstep: Class 3 contains 54270 members 
Mstep: Class 4 contains 144489 members 
Mstep: Class 5 contains 189708 members 
Mstep: Class 6 contains 70344 members 
Mstep: Class 7 contains 10410 members 
Mstep: Class 8 contains 161164 members 
Mstep: Class 9 contains 16450 members 
Mstep: Class 10 contains 10402 members 
Mstep: Class 11 contains 181734 members 
Mstep: Class 12 contains 163129 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 161882 members 
Mstep: Class 16 contains 82413 members 
Mstep: Class 18 contains 2528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161227280.000000 Penalty: 59322.894531
Iteration 20F: 18 clusters Score -1.612273e+08 nChanged 35972
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 36831 members 
Mstep: Class 3 contains 56167 members 
Mstep: Class 4 contains 157456 members 
Mstep: Class 5 contains 188916 members 
Mstep: Class 6 contains 69167 members 
Mstep: Class 7 contains 10098 members 
Mstep: Class 8 contains 160549 members 
Mstep: Class 9 contains 16982 members 
Mstep: Class 10 contains 10226 members 
Mstep: Class 11 contains 172759 members 
Mstep: Class 12 contains 158938 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 162732 members 
Mstep: Class 16 contains 81997 members 
Mstep: Class 18 contains 2566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161236768.000000 Penalty: 59322.894531
Iteration 21Q: 18 clusters Score -1.612368e+08 nChanged 38367
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 36783 members 
Mstep: Class 3 contains 57749 members 
Mstep: Class 4 contains 175849 members 
Mstep: Class 5 contains 187261 members 
Mstep: Class 6 contains 68161 members 
Mstep: Class 7 contains 9690 members 
Mstep: Class 8 contains 158765 members 
Mstep: Class 9 contains 17322 members 
Mstep: Class 10 contains 10083 members 
Mstep: Class 11 contains 164176 members 
Mstep: Class 12 contains 154194 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2661 members 
Mstep: Class 15 contains 161298 members 
Mstep: Class 16 contains 81444 members 
Mstep: Class 18 contains 2600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161243936.000000 Penalty: 59322.894531
Iteration 22Q: 18 clusters Score -1.612439e+08 nChanged 49303
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 35858 members 
Mstep: Class 3 contains 59154 members 
Mstep: Class 4 contains 204720 members 
Mstep: Class 5 contains 184129 members 
Mstep: Class 6 contains 67294 members 
Mstep: Class 7 contains 8546 members 
Mstep: Class 8 contains 156093 members 
Mstep: Class 9 contains 17444 members 
Mstep: Class 10 contains 10019 members 
Mstep: Class 11 contains 155953 members 
Mstep: Class 12 contains 147331 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 155579 members 
Mstep: Class 16 contains 80629 members 
Mstep: Class 18 contains 2646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161241904.000000 Penalty: 59322.894531
Iteration 23Q: 18 clusters Score -1.612419e+08 nChanged 60474
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 34431 members 
Mstep: Class 3 contains 60588 members 
Mstep: Class 4 contains 238917 members 
Mstep: Class 5 contains 181052 members 
Mstep: Class 6 contains 66489 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 153299 members 
Mstep: Class 9 contains 17374 members 
Mstep: Class 10 contains 10000 members 
Mstep: Class 11 contains 148612 members 
Mstep: Class 12 contains 139145 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2612 members 
Mstep: Class 15 contains 146181 members 
Mstep: Class 16 contains 79873 members 
Mstep: Class 18 contains 2705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161230144.000000 Penalty: 59322.894531
Iteration 24Q: 18 clusters Score -1.612301e+08 nChanged 65530
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 33404 members 
Mstep: Class 3 contains 62390 members 
Mstep: Class 4 contains 262236 members 
Mstep: Class 5 contains 179600 members 
Mstep: Class 6 contains 65736 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 151915 members 
Mstep: Class 9 contains 17394 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 145150 members 
Mstep: Class 12 contains 132472 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2542 members 
Mstep: Class 15 contains 137647 members 
Mstep: Class 16 contains 79652 members 
Mstep: Class 18 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161236160.000000 Penalty: 59322.894531
Iteration 25F: 18 clusters Score -1.612362e+08 nChanged 66849
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 33276 members 
Mstep: Class 3 contains 64314 members 
Mstep: Class 4 contains 282274 members 
Mstep: Class 5 contains 178632 members 
Mstep: Class 6 contains 65065 members 
Mstep: Class 7 contains 4086 members 
Mstep: Class 8 contains 150973 members 
Mstep: Class 9 contains 17410 members 
Mstep: Class 10 contains 9971 members 
Mstep: Class 11 contains 142277 members 
Mstep: Class 12 contains 125977 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2445 members 
Mstep: Class 15 contains 128954 members 
Mstep: Class 16 contains 79527 members 
Mstep: Class 18 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161230080.000000 Penalty: 59322.894531
Iteration 26F: 18 clusters Score -1.612301e+08 nChanged 59325
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 34162 members 
Mstep: Class 3 contains 66570 members 
Mstep: Class 4 contains 282621 members 
Mstep: Class 5 contains 178965 members 
Mstep: Class 6 contains 64547 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 151444 members 
Mstep: Class 9 contains 17772 members 
Mstep: Class 10 contains 9993 members 
Mstep: Class 11 contains 143557 members 
Mstep: Class 12 contains 124343 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 125346 members 
Mstep: Class 16 contains 79831 members 
Mstep: Class 18 contains 2942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161229936.000000 Penalty: 59322.894531
Iteration 27Q: 18 clusters Score -1.612299e+08 nChanged 46224
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 35712 members 
Mstep: Class 3 contains 68783 members 
Mstep: Class 4 contains 270509 members 
Mstep: Class 5 contains 180091 members 
Mstep: Class 6 contains 64165 members 
Mstep: Class 7 contains 3358 members 
Mstep: Class 8 contains 152402 members 
Mstep: Class 9 contains 18382 members 
Mstep: Class 10 contains 10006 members 
Mstep: Class 11 contains 147299 members 
Mstep: Class 12 contains 126145 members 
Mstep: Class 13 contains 1455 members 
Mstep: Class 14 contains 2211 members 
Mstep: Class 15 contains 125619 members 
Mstep: Class 16 contains 80277 members 
Mstep: Class 18 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161235024.000000 Penalty: 59322.894531
Iteration 28Q: 18 clusters Score -1.61235e+08 nChanged 38222
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 37540 members 
Mstep: Class 3 contains 70788 members 
Mstep: Class 4 contains 252984 members 
Mstep: Class 5 contains 181269 members 
Mstep: Class 6 contains 63928 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 153359 members 
Mstep: Class 9 contains 19143 members 
Mstep: Class 10 contains 9963 members 
Mstep: Class 11 contains 151792 members 
Mstep: Class 12 contains 129823 members 
Mstep: Class 13 contains 1453 members 
Mstep: Class 14 contains 2042 members 
Mstep: Class 15 contains 128336 members 
Mstep: Class 16 contains 80639 members 
Mstep: Class 18 contains 3246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161241888.000000 Penalty: 59322.894531
Iteration 29Q: 18 clusters Score -1.612419e+08 nChanged 34569
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 39533 members 
Mstep: Class 3 contains 72554 members 
Mstep: Class 4 contains 233545 members 
Mstep: Class 5 contains 182004 members 
Mstep: Class 6 contains 63763 members 
Mstep: Class 7 contains 3098 members 
Mstep: Class 8 contains 154090 members 
Mstep: Class 9 contains 19879 members 
Mstep: Class 10 contains 9920 members 
Mstep: Class 11 contains 156389 members 
Mstep: Class 12 contains 134580 members 
Mstep: Class 13 contains 1451 members 
Mstep: Class 14 contains 1864 members 
Mstep: Class 15 contains 132424 members 
Mstep: Class 16 contains 80973 members 
Mstep: Class 18 contains 3424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161248688.000000 Penalty: 59322.894531
Iteration 30Q: 18 clusters Score -1.612487e+08 nChanged 33034
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 41531 members 
Mstep: Class 3 contains 74005 members 
Mstep: Class 4 contains 214012 members 
Mstep: Class 5 contains 181874 members 
Mstep: Class 6 contains 63751 members 
Mstep: Class 7 contains 3053 members 
Mstep: Class 8 contains 154587 members 
Mstep: Class 9 contains 20681 members 
Mstep: Class 10 contains 9887 members 
Mstep: Class 11 contains 160578 members 
Mstep: Class 12 contains 140051 members 
Mstep: Class 13 contains 1449 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 137451 members 
Mstep: Class 16 contains 81308 members 
Mstep: Class 18 contains 3566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161260032.000000 Penalty: 59322.894531
Iteration 31Q: 18 clusters Score -1.6126e+08 nChanged 29916
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 43324 members 
Mstep: Class 3 contains 75052 members 
Mstep: Class 4 contains 197732 members 
Mstep: Class 5 contains 180882 members 
Mstep: Class 6 contains 63709 members 
Mstep: Class 7 contains 2959 members 
Mstep: Class 8 contains 154604 members 
Mstep: Class 9 contains 21323 members 
Mstep: Class 10 contains 9879 members 
Mstep: Class 11 contains 163422 members 
Mstep: Class 12 contains 145707 members 
Mstep: Class 13 contains 1449 members 
Mstep: Class 14 contains 1620 members 
Mstep: Class 15 contains 142801 members 
Mstep: Class 16 contains 81372 members 
Mstep: Class 18 contains 3656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161268784.000000 Penalty: 59322.894531
Iteration 32Q: 18 clusters Score -1.612688e+08 nChanged 27000
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 44760 members 
Mstep: Class 3 contains 75734 members 
Mstep: Class 4 contains 184858 members 
Mstep: Class 5 contains 179068 members 
Mstep: Class 6 contains 63641 members 
Mstep: Class 7 contains 2869 members 
Mstep: Class 8 contains 154146 members 
Mstep: Class 9 contains 21871 members 
Mstep: Class 10 contains 9847 members 
Mstep: Class 11 contains 164831 members 
Mstep: Class 12 contains 151087 members 
Mstep: Class 13 contains 1448 members 
Mstep: Class 14 contains 1598 members 
Mstep: Class 15 contains 148676 members 
Mstep: Class 16 contains 81359 members 
Mstep: Class 18 contains 3698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161275104.000000 Penalty: 59322.894531
Iteration 33Q: 18 clusters Score -1.612751e+08 nChanged 26114
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 45967 members 
Mstep: Class 3 contains 76293 members 
Mstep: Class 4 contains 174312 members 
Mstep: Class 5 contains 176062 members 
Mstep: Class 6 contains 63551 members 
Mstep: Class 7 contains 2765 members 
Mstep: Class 8 contains 153568 members 
Mstep: Class 9 contains 22326 members 
Mstep: Class 10 contains 9831 members 
Mstep: Class 11 contains 164868 members 
Mstep: Class 12 contains 156413 members 
Mstep: Class 13 contains 1448 members 
Mstep: Class 14 contains 1576 members 
Mstep: Class 15 contains 155494 members 
Mstep: Class 16 contains 81299 members 
Mstep: Class 18 contains 3718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161279840.000000 Penalty: 59322.894531
Iteration 34Q: 18 clusters Score -1.612798e+08 nChanged 26157
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 47088 members 
Mstep: Class 3 contains 76659 members 
Mstep: Class 4 contains 165548 members 
Mstep: Class 5 contains 172425 members 
Mstep: Class 6 contains 63484 members 
Mstep: Class 7 contains 2704 members 
Mstep: Class 8 contains 153227 members 
Mstep: Class 9 contains 22784 members 
Mstep: Class 10 contains 9828 members 
Mstep: Class 11 contains 163830 members 
Mstep: Class 12 contains 161129 members 
Mstep: Class 13 contains 1448 members 
Mstep: Class 14 contains 1560 members 
Mstep: Class 15 contains 162877 members 
Mstep: Class 16 contains 81174 members 
Mstep: Class 18 contains 3726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161283424.000000 Penalty: 59322.894531
Iteration 35Q: 18 clusters Score -1.612834e+08 nChanged 26143
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 48081 members 
Mstep: Class 3 contains 76925 members 
Mstep: Class 4 contains 159321 members 
Mstep: Class 5 contains 168468 members 
Mstep: Class 6 contains 63365 members 
Mstep: Class 7 contains 2665 members 
Mstep: Class 8 contains 153044 members 
Mstep: Class 9 contains 23147 members 
Mstep: Class 10 contains 9819 members 
Mstep: Class 11 contains 162155 members 
Mstep: Class 12 contains 164323 members 
Mstep: Class 13 contains 1448 members 
Mstep: Class 14 contains 1558 members 
Mstep: Class 15 contains 170435 members 
Mstep: Class 16 contains 81004 members 
Mstep: Class 18 contains 3733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161286368.000000 Penalty: 59322.894531
Iteration 36Q: 18 clusters Score -1.612864e+08 nChanged 25777
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 48864 members 
Mstep: Class 3 contains 77049 members 
Mstep: Class 4 contains 155239 members 
Mstep: Class 5 contains 164842 members 
Mstep: Class 6 contains 63218 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 153132 members 
Mstep: Class 9 contains 23453 members 
Mstep: Class 10 contains 9783 members 
Mstep: Class 11 contains 160369 members 
Mstep: Class 12 contains 165775 members 
Mstep: Class 13 contains 1448 members 
Mstep: Class 14 contains 1560 members 
Mstep: Class 15 contains 177560 members 
Mstep: Class 16 contains 80860 members 
Mstep: Class 18 contains 3738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161288736.000000 Penalty: 59322.894531
Iteration 37Q: 18 clusters Score -1.612887e+08 nChanged 24858
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 49630 members 
Mstep: Class 3 contains 77176 members 
Mstep: Class 4 contains 152213 members 
Mstep: Class 5 contains 161715 members 
Mstep: Class 6 contains 63026 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 153411 members 
Mstep: Class 9 contains 23752 members 
Mstep: Class 10 contains 9774 members 
Mstep: Class 11 contains 158993 members 
Mstep: Class 12 contains 165479 members 
Mstep: Class 13 contains 1448 members 
Mstep: Class 14 contains 1553 members 
Mstep: Class 15 contains 184345 members 
Mstep: Class 16 contains 80734 members 
Mstep: Class 18 contains 3740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161290512.000000 Penalty: 59322.894531
Iteration 38Q: 18 clusters Score -1.612905e+08 nChanged 24438
Entering ConstructFrom: 
Score: -161290512.000000 Penalty: 59322.894531
Entering ConstructFrom: 
Trying to split cluster 1 (1456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Entering Unmasked Estep 
Score: -147035.125000 Penalty: 1806.295166
	Iteration 0F: 2 clusters Score -147035.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -144951.437500 Penalty: 3612.590332
	Iteration 0F: 3 clusters Score -144951.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -146220.218750 Penalty: 3612.590332
	Iteration 1F: 3 clusters Score -146220.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -146954.031250 Penalty: 3612.590332
	Iteration 2F: 3 clusters Score -146954 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -147540.593750 Penalty: 3612.590332
	Iteration 3F: 3 clusters Score -147540.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -148189.000000 Penalty: 3612.590332
	Iteration 4F: 3 clusters Score -148189 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -148940.015625 Penalty: 3612.590332
	Iteration 5Q: 3 clusters Score -148940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -148976.875000 Penalty: 3612.590332
	Iteration 6Q: 3 clusters Score -148976.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -149014.203125 Penalty: 3612.590332
	Iteration 7Q: 3 clusters Score -149014.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -149058.390625 Penalty: 3612.590332
	Iteration 8Q: 3 clusters Score -149058.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -149071.796875 Penalty: 3612.590332
	Iteration 9Q: 3 clusters Score -149071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -149081.234375 Penalty: 3612.590332
	Iteration 10Q: 3 clusters Score -149081.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -149084.921875 Penalty: 3612.590332
	Iteration 11Q: 3 clusters Score -149084.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -149088.671875 Penalty: 3612.590332
	Iteration 12Q: 3 clusters Score -149088.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -149091.953125 Penalty: 3612.590332
	Iteration 13Q: 3 clusters Score -149092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -149095.750000 Penalty: 3612.590332
	Iteration 14Q: 3 clusters Score -149095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -149099.031250 Penalty: 3612.590332
	Iteration 15Q: 3 clusters Score -149099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -149102.812500 Penalty: 3612.590332
	Iteration 16Q: 3 clusters Score -149102.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -149111.984375 Penalty: 3612.590332
	Iteration 17Q: 3 clusters Score -149112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -149120.750000 Penalty: 3612.590332
	Iteration 18Q: 3 clusters Score -149120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -149129.171875 Penalty: 3612.590332
	Iteration 19Q: 3 clusters Score -149129.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -149138.562500 Penalty: 3612.590332
	Iteration 20F: 3 clusters Score -149138.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -149158.125000 Penalty: 3612.590332
	Iteration 21Q: 3 clusters Score -149158.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -149180.859375 Penalty: 3612.590332
	Iteration 22Q: 3 clusters Score -149180.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -149244.437500 Penalty: 3612.590332
	Iteration 23Q: 3 clusters Score -149244.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -149331.593750 Penalty: 3612.590332
	Iteration 24Q: 3 clusters Score -149331.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -149366.265625 Penalty: 3612.590332
	Iteration 25Q: 3 clusters Score -149366.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -149367.156250 Penalty: 3612.590332
	Iteration 26Q: 3 clusters Score -149367.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -149367.156250 Penalty: 3612.590332
	Iteration 27F: 3 clusters Score -149367.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 50520 members 
Mstep: Class 3 contains 77393 members 
Mstep: Class 4 contains 149859 members 
Mstep: Class 5 contains 159292 members 
Mstep: Class 6 contains 62833 members 
Mstep: Class 7 contains 2412 members 
Mstep: Class 8 contains 153750 members 
Mstep: Class 9 contains 24014 members 
Mstep: Class 10 contains 9741 members 
Mstep: Class 11 contains 158037 members 
Mstep: Class 12 contains 164113 members 
Mstep: Class 13 contains 1448 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 190191 members 
Mstep: Class 16 contains 80597 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 3741 members 
Entering Unmasked Estep 
Score: -161290864.000000 Penalty: 62812.476562
Splitting cluster 1 changes total score from -161290512.000000 to -161290864.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 2 (50520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Entering Unmasked Estep 
Score: -6450097.000000 Penalty: 2685.870850
	Iteration 0F: 2 clusters Score -6450097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -6416136.000000 Penalty: 5371.741699
	Iteration 0F: 3 clusters Score -6416136 nChanged 23323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -6429111.500000 Penalty: 5371.741699
	Iteration 1F: 3 clusters Score -6429112 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -6429561.000000 Penalty: 5371.741699
	Iteration 2Q: 3 clusters Score -6429561 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -6430024.500000 Penalty: 5371.741699
	Iteration 3Q: 3 clusters Score -6430024 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -6430612.500000 Penalty: 5371.741699
	Iteration 4Q: 3 clusters Score -6430612 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -6431309.000000 Penalty: 5371.741699
	Iteration 5Q: 3 clusters Score -6431309 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -6432277.500000 Penalty: 5371.741699
	Iteration 6Q: 3 clusters Score -6432278 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -6433612.000000 Penalty: 5371.741699
	Iteration 7Q: 3 clusters Score -6433612 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -6435266.000000 Penalty: 5371.741699
	Iteration 8F: 3 clusters Score -6435266 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -6437343.000000 Penalty: 5371.741699
	Iteration 9F: 3 clusters Score -6437343 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -6439479.000000 Penalty: 5371.741699
	Iteration 10F: 3 clusters Score -6439479 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -6441226.500000 Penalty: 5371.741699
	Iteration 11F: 3 clusters Score -6441226 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -6442177.000000 Penalty: 5371.741699
	Iteration 12Q: 3 clusters Score -6442177 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -6442748.000000 Penalty: 5371.741699
	Iteration 13Q: 3 clusters Score -6442748 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -6443189.000000 Penalty: 5371.741699
	Iteration 14Q: 3 clusters Score -6443189 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -6443433.500000 Penalty: 5371.741699
	Iteration 15Q: 3 clusters Score -6443434 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -6443638.500000 Penalty: 5371.741699
	Iteration 16Q: 3 clusters Score -6443638 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -6443850.500000 Penalty: 5371.741699
	Iteration 17Q: 3 clusters Score -6443850 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -6444050.500000 Penalty: 5371.741699
	Iteration 18Q: 3 clusters Score -6444050 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -6444197.000000 Penalty: 5371.741699
	Iteration 19Q: 3 clusters Score -6444197 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -6444316.000000 Penalty: 5371.741699
	Iteration 20F: 3 clusters Score -6444316 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -6444435.500000 Penalty: 5371.741699
	Iteration 21Q: 3 clusters Score -6444436 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -6444507.000000 Penalty: 5371.741699
	Iteration 22Q: 3 clusters Score -6444507 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -6444559.000000 Penalty: 5371.741699
	Iteration 23Q: 3 clusters Score -6444559 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -6444623.500000 Penalty: 5371.741699
	Iteration 24Q: 3 clusters Score -6444624 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -6444684.500000 Penalty: 5371.741699
	Iteration 25Q: 3 clusters Score -6444684 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -6444732.000000 Penalty: 5371.741699
	Iteration 26Q: 3 clusters Score -6444732 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -6444790.500000 Penalty: 5371.741699
	Iteration 27Q: 3 clusters Score -6444790 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -6444784.500000 Penalty: 5371.741699
	Iteration 28Q: 3 clusters Score -6444784 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -6444810.500000 Penalty: 5371.741699
	Iteration 29Q: 3 clusters Score -6444810 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -6444834.500000 Penalty: 5371.741699
	Iteration 30Q: 3 clusters Score -6444834 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -6444841.000000 Penalty: 5371.741699
	Iteration 31Q: 3 clusters Score -6444841 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -6444871.000000 Penalty: 5371.741699
	Iteration 32Q: 3 clusters Score -6444871 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -6444901.000000 Penalty: 5371.741699
	Iteration 33Q: 3 clusters Score -6444901 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -6444933.000000 Penalty: 5371.741699
	Iteration 34Q: 3 clusters Score -6444933 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -6444962.500000 Penalty: 5371.741699
	Iteration 35Q: 3 clusters Score -6444962 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -6444988.500000 Penalty: 5371.741699
	Iteration 36Q: 3 clusters Score -6444988 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -6445073.000000 Penalty: 5371.741699
	Iteration 37Q: 3 clusters Score -6445073 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -6445147.000000 Penalty: 5371.741699
	Iteration 38Q: 3 clusters Score -6445147 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -6445183.500000 Penalty: 5371.741699
	Iteration 39Q: 3 clusters Score -6445184 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -6445253.000000 Penalty: 5371.741699
	Iteration 40F: 3 clusters Score -6445253 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -6445361.500000 Penalty: 5371.741699
	Iteration 41Q: 3 clusters Score -6445362 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -6445441.500000 Penalty: 5371.741699
	Iteration 42Q: 3 clusters Score -6445442 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -6445568.000000 Penalty: 5371.741699
	Iteration 43Q: 3 clusters Score -6445568 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -6445679.500000 Penalty: 5371.741699
	Iteration 44Q: 3 clusters Score -6445680 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -6445813.500000 Penalty: 5371.741699
	Iteration 45Q: 3 clusters Score -6445814 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -6445853.000000 Penalty: 5371.741699
	Iteration 46Q: 3 clusters Score -6445853 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -6445892.000000 Penalty: 5371.741699
	Iteration 47Q: 3 clusters Score -6445892 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -6445939.500000 Penalty: 5371.741699
	Iteration 48Q: 3 clusters Score -6445940 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -6445961.000000 Penalty: 5371.741699
	Iteration 49Q: 3 clusters Score -6445961 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -6446018.500000 Penalty: 5371.741699
	Iteration 50Q: 3 clusters Score -6446018 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -6446041.000000 Penalty: 5371.741699
	Iteration 51Q: 3 clusters Score -6446041 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -6446057.500000 Penalty: 5371.741699
	Iteration 52Q: 3 clusters Score -6446058 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -6446068.500000 Penalty: 5371.741699
	Iteration 53Q: 3 clusters Score -6446068 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -6446077.500000 Penalty: 5371.741699
	Iteration 54Q: 3 clusters Score -6446078 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -6446086.500000 Penalty: 5371.741699
	Iteration 55Q: 3 clusters Score -6446086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -6446106.500000 Penalty: 5371.741699
	Iteration 56Q: 3 clusters Score -6446106 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -6446101.500000 Penalty: 5371.741699
	Iteration 57Q: 3 clusters Score -6446102 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -6446102.500000 Penalty: 5371.741699
	Iteration 58Q: 3 clusters Score -6446102 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -6446118.500000 Penalty: 5371.741699
	Iteration 59Q: 3 clusters Score -6446118 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -6446119.500000 Penalty: 5371.741699
	Iteration 60F: 3 clusters Score -6446120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -6446129.000000 Penalty: 5371.741699
	Iteration 61Q: 3 clusters Score -6446129 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -6446132.000000 Penalty: 5371.741699
	Iteration 62Q: 3 clusters Score -6446132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -6446147.000000 Penalty: 5371.741699
	Iteration 63Q: 3 clusters Score -6446147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -6446149.500000 Penalty: 5371.741699
	Iteration 64Q: 3 clusters Score -6446150 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -6446149.500000 Penalty: 5371.741699
	Iteration 65Q: 3 clusters Score -6446150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -6446155.500000 Penalty: 5371.741699
	Iteration 66Q: 3 clusters Score -6446156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -6446159.500000 Penalty: 5371.741699
	Iteration 67Q: 3 clusters Score -6446160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -6446171.500000 Penalty: 5371.741699
	Iteration 68Q: 3 clusters Score -6446172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -6446165.000000 Penalty: 5371.741699
	Iteration 69Q: 3 clusters Score -6446165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -6446180.000000 Penalty: 5371.741699
	Iteration 70Q: 3 clusters Score -6446180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -6446173.000000 Penalty: 5371.741699
	Iteration 71Q: 3 clusters Score -6446173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -6446170.500000 Penalty: 5371.741699
	Iteration 72Q: 3 clusters Score -6446170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -6446161.000000 Penalty: 5371.741699
	Iteration 73Q: 3 clusters Score -6446161 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -6446182.000000 Penalty: 5371.741699
	Iteration 74Q: 3 clusters Score -6446182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -6446176.500000 Penalty: 5371.741699
	Iteration 75Q: 3 clusters Score -6446176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -6446171.000000 Penalty: 5371.741699
	Iteration 76Q: 3 clusters Score -6446171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -6446177.000000 Penalty: 5371.741699
	Iteration 77Q: 3 clusters Score -6446177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -6446180.500000 Penalty: 5371.741699
	Iteration 78Q: 3 clusters Score -6446180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -6446180.000000 Penalty: 5371.741699
	Iteration 79Q: 3 clusters Score -6446180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -6446189.000000 Penalty: 5371.741699
	Iteration 80F: 3 clusters Score -6446189 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -6446183.500000 Penalty: 5371.741699
	Iteration 81Q: 3 clusters Score -6446184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -6446185.500000 Penalty: 5371.741699
	Iteration 82Q: 3 clusters Score -6446186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -6446178.000000 Penalty: 5371.741699
	Iteration 83Q: 3 clusters Score -6446178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -6446180.000000 Penalty: 5371.741699
	Iteration 84Q: 3 clusters Score -6446180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -6446168.000000 Penalty: 5371.741699
	Iteration 85Q: 3 clusters Score -6446168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -6446150.500000 Penalty: 5371.741699
	Iteration 86Q: 3 clusters Score -6446150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -6446162.000000 Penalty: 5371.741699
	Iteration 87Q: 3 clusters Score -6446162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -6446161.500000 Penalty: 5371.741699
	Iteration 88Q: 3 clusters Score -6446162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -6446157.000000 Penalty: 5371.741699
	Iteration 89Q: 3 clusters Score -6446157 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -6446152.000000 Penalty: 5371.741699
	Iteration 90Q: 3 clusters Score -6446152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -6446167.000000 Penalty: 5371.741699
	Iteration 91Q: 3 clusters Score -6446167 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -6446178.000000 Penalty: 5371.741699
	Iteration 92Q: 3 clusters Score -6446178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -6446173.000000 Penalty: 5371.741699
	Iteration 93Q: 3 clusters Score -6446173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -6446178.500000 Penalty: 5371.741699
	Iteration 94Q: 3 clusters Score -6446178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -6446189.500000 Penalty: 5371.741699
	Iteration 95Q: 3 clusters Score -6446190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -6446191.000000 Penalty: 5371.741699
	Iteration 96Q: 3 clusters Score -6446191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -6446188.000000 Penalty: 5371.741699
	Iteration 97Q: 3 clusters Score -6446188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -6446190.000000 Penalty: 5371.741699
	Iteration 98Q: 3 clusters Score -6446190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -6446189.500000 Penalty: 5371.741699
	Iteration 99Q: 3 clusters Score -6446190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -6446198.000000 Penalty: 5371.741699
	Iteration 100F: 3 clusters Score -6446198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -6446199.500000 Penalty: 5371.741699
	Iteration 101Q: 3 clusters Score -6446200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -6446202.000000 Penalty: 5371.741699
	Iteration 102Q: 3 clusters Score -6446202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -6446191.000000 Penalty: 5371.741699
	Iteration 103Q: 3 clusters Score -6446191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -6446192.000000 Penalty: 5371.741699
	Iteration 104Q: 3 clusters Score -6446192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -6446192.500000 Penalty: 5371.741699
	Iteration 105Q: 3 clusters Score -6446192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -6446199.000000 Penalty: 5371.741699
	Iteration 106Q: 3 clusters Score -6446199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -6446202.500000 Penalty: 5371.741699
	Iteration 107Q: 3 clusters Score -6446202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -6446196.500000 Penalty: 5371.741699
	Iteration 108Q: 3 clusters Score -6446196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -6446189.500000 Penalty: 5371.741699
	Iteration 109Q: 3 clusters Score -6446190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -6446191.000000 Penalty: 5371.741699
	Iteration 110Q: 3 clusters Score -6446191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -6446189.000000 Penalty: 5371.741699
	Iteration 111Q: 3 clusters Score -6446189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -6446189.000000 Penalty: 5371.741699
	Iteration 112Q: 3 clusters Score -6446189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -6446188.000000 Penalty: 5371.741699
	Iteration 113Q: 3 clusters Score -6446188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -6446186.500000 Penalty: 5371.741699
	Iteration 114Q: 3 clusters Score -6446186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -6446184.000000 Penalty: 5371.741699
	Iteration 115Q: 3 clusters Score -6446184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -6446185.500000 Penalty: 5371.741699
	Iteration 116Q: 3 clusters Score -6446186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -6446192.000000 Penalty: 5371.741699
	Iteration 117Q: 3 clusters Score -6446192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -6446196.000000 Penalty: 5371.741699
	Iteration 118Q: 3 clusters Score -6446196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -6446202.500000 Penalty: 5371.741699
	Iteration 119Q: 3 clusters Score -6446202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -6446208.500000 Penalty: 5371.741699
	Iteration 120F: 3 clusters Score -6446208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -6446197.000000 Penalty: 5371.741699
	Iteration 121Q: 3 clusters Score -6446197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -6446201.500000 Penalty: 5371.741699
	Iteration 122Q: 3 clusters Score -6446202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -6446204.000000 Penalty: 5371.741699
	Iteration 123Q: 3 clusters Score -6446204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -6446202.000000 Penalty: 5371.741699
	Iteration 124Q: 3 clusters Score -6446202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -6446200.500000 Penalty: 5371.741699
	Iteration 125Q: 3 clusters Score -6446200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -6446199.500000 Penalty: 5371.741699
	Iteration 126Q: 3 clusters Score -6446200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -6446197.500000 Penalty: 5371.741699
	Iteration 127Q: 3 clusters Score -6446198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -6446201.500000 Penalty: 5371.741699
	Iteration 128Q: 3 clusters Score -6446202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -6446201.500000 Penalty: 5371.741699
	Iteration 129F: 3 clusters Score -6446202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (77393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Entering Unmasked Estep 
Score: -9934644.000000 Penalty: 2791.649658
	Iteration 0F: 2 clusters Score -9934644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -9883077.000000 Penalty: 5583.299316
	Iteration 0F: 3 clusters Score -9883077 nChanged 36262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -9903309.000000 Penalty: 5583.299316
	Iteration 1F: 3 clusters Score -9903309 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -9903856.000000 Penalty: 5583.299316
	Iteration 2Q: 3 clusters Score -9903856 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -9904349.000000 Penalty: 5583.299316
	Iteration 3Q: 3 clusters Score -9904349 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -9904796.000000 Penalty: 5583.299316
	Iteration 4Q: 3 clusters Score -9904796 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -9905263.000000 Penalty: 5583.299316
	Iteration 5Q: 3 clusters Score -9905263 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -9905879.000000 Penalty: 5583.299316
	Iteration 6Q: 3 clusters Score -9905879 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -9906607.000000 Penalty: 5583.299316
	Iteration 7Q: 3 clusters Score -9906607 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -9907848.000000 Penalty: 5583.299316
	Iteration 8Q: 3 clusters Score -9907848 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -9909746.000000 Penalty: 5583.299316
	Iteration 9Q: 3 clusters Score -9909746 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -9912690.000000 Penalty: 5583.299316
	Iteration 10F: 3 clusters Score -9912690 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -9916772.000000 Penalty: 5583.299316
	Iteration 11F: 3 clusters Score -9916772 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -9921815.000000 Penalty: 5583.299316
	Iteration 12F: 3 clusters Score -9921815 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -9926370.000000 Penalty: 5583.299316
	Iteration 13F: 3 clusters Score -9926370 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 74309 members 
Entering Unmasked Estep 
Score: -9929636.000000 Penalty: 5583.299316
	Iteration 14Q: 3 clusters Score -9929636 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
Score: -9931140.000000 Penalty: 5583.299316
	Iteration 15Q: 3 clusters Score -9931140 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 76643 members 
Entering Unmasked Estep 
Score: -9931715.000000 Penalty: 5583.299316
	Iteration 16Q: 3 clusters Score -9931715 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 76877 members 
Entering Unmasked Estep 
Score: -9931985.000000 Penalty: 5583.299316
	Iteration 17Q: 3 clusters Score -9931985 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -9932089.000000 Penalty: 5583.299316
	Iteration 18Q: 3 clusters Score -9932089 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -9932134.000000 Penalty: 5583.299316
	Iteration 19Q: 3 clusters Score -9932134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 77003 members 
Entering Unmasked Estep 
Score: -9932177.000000 Penalty: 5583.299316
	Iteration 20F: 3 clusters Score -9932177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 77025 members 
Entering Unmasked Estep 
Score: -9932204.000000 Penalty: 5583.299316
	Iteration 21Q: 3 clusters Score -9932204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 77033 members 
Entering Unmasked Estep 
Score: -9932216.000000 Penalty: 5583.299316
	Iteration 22Q: 3 clusters Score -9932216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 77040 members 
Entering Unmasked Estep 
Score: -9932233.000000 Penalty: 5583.299316
	Iteration 23Q: 3 clusters Score -9932233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 77044 members 
Entering Unmasked Estep 
Score: -9932242.000000 Penalty: 5583.299316
	Iteration 24Q: 3 clusters Score -9932242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 77047 members 
Entering Unmasked Estep 
Score: -9932251.000000 Penalty: 5583.299316
	Iteration 25Q: 3 clusters Score -9932251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
Score: -9932249.000000 Penalty: 5583.299316
	Iteration 26Q: 3 clusters Score -9932249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -9932251.000000 Penalty: 5583.299316
	Iteration 27Q: 3 clusters Score -9932251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 77052 members 
Entering Unmasked Estep 
Score: -9932249.000000 Penalty: 5583.299316
	Iteration 28Q: 3 clusters Score -9932249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -9932253.000000 Penalty: 5583.299316
	Iteration 29Q: 3 clusters Score -9932253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
Score: -9932255.000000 Penalty: 5583.299316
	Iteration 30Q: 3 clusters Score -9932255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
Score: -9932255.000000 Penalty: 5583.299316
	Iteration 31F: 3 clusters Score -9932255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (149859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149859 members 
Entering Unmasked Estep 
Score: -19081252.000000 Penalty: 2955.527588
	Iteration 0F: 2 clusters Score -1.908125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 74722 members 
Entering Unmasked Estep 
Score: -18982982.000000 Penalty: 5911.055176
	Iteration 0F: 3 clusters Score -1.898298e+07 nChanged 71439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 72185 members 
Entering Unmasked Estep 
Score: -19024648.000000 Penalty: 5911.055176
	Iteration 1F: 3 clusters Score -1.902465e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -19026160.000000 Penalty: 5911.055176
	Iteration 2Q: 3 clusters Score -1.902616e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81006 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -19028304.000000 Penalty: 5911.055176
	Iteration 3Q: 3 clusters Score -1.90283e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 66330 members 
Entering Unmasked Estep 
Score: -19031148.000000 Penalty: 5911.055176
	Iteration 4Q: 3 clusters Score -1.903115e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86479 members 
Mstep: Class 2 contains 63380 members 
Entering Unmasked Estep 
Score: -19034874.000000 Penalty: 5911.055176
	Iteration 5Q: 3 clusters Score -1.903487e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -19039740.000000 Penalty: 5911.055176
	Iteration 6F: 3 clusters Score -1.903974e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93115 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -19045594.000000 Penalty: 5911.055176
	Iteration 7F: 3 clusters Score -1.904559e+07 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -19051492.000000 Penalty: 5911.055176
	Iteration 8F: 3 clusters Score -1.905149e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97926 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -19057140.000000 Penalty: 5911.055176
	Iteration 9F: 3 clusters Score -1.905714e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99299 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -19060818.000000 Penalty: 5911.055176
	Iteration 10Q: 3 clusters Score -1.906082e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100549 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -19062632.000000 Penalty: 5911.055176
	Iteration 11Q: 3 clusters Score -1.906263e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101853 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -19063440.000000 Penalty: 5911.055176
	Iteration 12Q: 3 clusters Score -1.906344e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103197 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -19063910.000000 Penalty: 5911.055176
	Iteration 13Q: 3 clusters Score -1.906391e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104559 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -19064244.000000 Penalty: 5911.055176
	Iteration 14Q: 3 clusters Score -1.906424e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105930 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -19064512.000000 Penalty: 5911.055176
	Iteration 15Q: 3 clusters Score -1.906451e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107335 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -19064876.000000 Penalty: 5911.055176
	Iteration 16Q: 3 clusters Score -1.906488e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108781 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -19065184.000000 Penalty: 5911.055176
	Iteration 17Q: 3 clusters Score -1.906518e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110306 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -19065576.000000 Penalty: 5911.055176
	Iteration 18Q: 3 clusters Score -1.906558e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111906 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -19066002.000000 Penalty: 5911.055176
	Iteration 19Q: 3 clusters Score -1.9066e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113600 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -19066342.000000 Penalty: 5911.055176
	Iteration 20F: 3 clusters Score -1.906634e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115332 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -19066726.000000 Penalty: 5911.055176
	Iteration 21Q: 3 clusters Score -1.906673e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117161 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -19067146.000000 Penalty: 5911.055176
	Iteration 22Q: 3 clusters Score -1.906715e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119062 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -19067702.000000 Penalty: 5911.055176
	Iteration 23Q: 3 clusters Score -1.90677e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121114 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -19068416.000000 Penalty: 5911.055176
	Iteration 24Q: 3 clusters Score -1.906842e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123256 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -19069264.000000 Penalty: 5911.055176
	Iteration 25Q: 3 clusters Score -1.906926e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125484 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -19070150.000000 Penalty: 5911.055176
	Iteration 26Q: 3 clusters Score -1.907015e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127808 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -19071034.000000 Penalty: 5911.055176
	Iteration 27Q: 3 clusters Score -1.907103e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130059 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -19071850.000000 Penalty: 5911.055176
	Iteration 28Q: 3 clusters Score -1.907185e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132185 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -19072614.000000 Penalty: 5911.055176
	Iteration 29Q: 3 clusters Score -1.907261e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134245 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -19073484.000000 Penalty: 5911.055176
	Iteration 30Q: 3 clusters Score -1.907348e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136167 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -19074380.000000 Penalty: 5911.055176
	Iteration 31Q: 3 clusters Score -1.907438e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137964 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -19075094.000000 Penalty: 5911.055176
	Iteration 32Q: 3 clusters Score -1.907509e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139663 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -19075822.000000 Penalty: 5911.055176
	Iteration 33Q: 3 clusters Score -1.907582e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141124 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -19076346.000000 Penalty: 5911.055176
	Iteration 34Q: 3 clusters Score -1.907635e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142421 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -19076756.000000 Penalty: 5911.055176
	Iteration 35Q: 3 clusters Score -1.907676e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143501 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -19077176.000000 Penalty: 5911.055176
	Iteration 36Q: 3 clusters Score -1.907718e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144366 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -19077482.000000 Penalty: 5911.055176
	Iteration 37Q: 3 clusters Score -1.907748e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145064 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -19077706.000000 Penalty: 5911.055176
	Iteration 38Q: 3 clusters Score -1.907771e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145641 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -19077924.000000 Penalty: 5911.055176
	Iteration 39Q: 3 clusters Score -1.907792e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146122 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -19078174.000000 Penalty: 5911.055176
	Iteration 40F: 3 clusters Score -1.907817e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146509 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -19078288.000000 Penalty: 5911.055176
	Iteration 41Q: 3 clusters Score -1.907829e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146809 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -19078432.000000 Penalty: 5911.055176
	Iteration 42Q: 3 clusters Score -1.907843e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147060 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -19078516.000000 Penalty: 5911.055176
	Iteration 43Q: 3 clusters Score -1.907852e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147253 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -19078570.000000 Penalty: 5911.055176
	Iteration 44Q: 3 clusters Score -1.907857e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147412 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -19078610.000000 Penalty: 5911.055176
	Iteration 45Q: 3 clusters Score -1.907861e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147544 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -19078642.000000 Penalty: 5911.055176
	Iteration 46Q: 3 clusters Score -1.907864e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147676 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -19078698.000000 Penalty: 5911.055176
	Iteration 47Q: 3 clusters Score -1.90787e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147780 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -19078742.000000 Penalty: 5911.055176
	Iteration 48Q: 3 clusters Score -1.907874e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147866 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -19078796.000000 Penalty: 5911.055176
	Iteration 49Q: 3 clusters Score -1.90788e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147935 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -19078794.000000 Penalty: 5911.055176
	Iteration 50Q: 3 clusters Score -1.907879e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147999 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -19078820.000000 Penalty: 5911.055176
	Iteration 51Q: 3 clusters Score -1.907882e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148052 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -19078824.000000 Penalty: 5911.055176
	Iteration 52Q: 3 clusters Score -1.907882e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148105 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -19078860.000000 Penalty: 5911.055176
	Iteration 53Q: 3 clusters Score -1.907886e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148162 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -19078892.000000 Penalty: 5911.055176
	Iteration 54Q: 3 clusters Score -1.907889e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148202 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -19078910.000000 Penalty: 5911.055176
	Iteration 55Q: 3 clusters Score -1.907891e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148238 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -19078888.000000 Penalty: 5911.055176
	Iteration 56Q: 3 clusters Score -1.907889e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148275 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -19078900.000000 Penalty: 5911.055176
	Iteration 57Q: 3 clusters Score -1.90789e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148301 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19078914.000000 Penalty: 5911.055176
	Iteration 58Q: 3 clusters Score -1.907891e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148325 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -19078908.000000 Penalty: 5911.055176
	Iteration 59Q: 3 clusters Score -1.907891e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148350 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -19078934.000000 Penalty: 5911.055176
	Iteration 60F: 3 clusters Score -1.907893e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148366 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -19078944.000000 Penalty: 5911.055176
	Iteration 61Q: 3 clusters Score -1.907894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148389 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -19078958.000000 Penalty: 5911.055176
	Iteration 62Q: 3 clusters Score -1.907896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148403 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -19078938.000000 Penalty: 5911.055176
	Iteration 63Q: 3 clusters Score -1.907894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148421 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -19078934.000000 Penalty: 5911.055176
	Iteration 64Q: 3 clusters Score -1.907893e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148440 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -19078952.000000 Penalty: 5911.055176
	Iteration 65Q: 3 clusters Score -1.907895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148449 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -19078960.000000 Penalty: 5911.055176
	Iteration 66Q: 3 clusters Score -1.907896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148460 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -19078958.000000 Penalty: 5911.055176
	Iteration 67Q: 3 clusters Score -1.907896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148466 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -19078962.000000 Penalty: 5911.055176
	Iteration 68Q: 3 clusters Score -1.907896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148471 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -19078976.000000 Penalty: 5911.055176
	Iteration 69Q: 3 clusters Score -1.907898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148479 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -19078978.000000 Penalty: 5911.055176
	Iteration 70Q: 3 clusters Score -1.907898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148483 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -19078970.000000 Penalty: 5911.055176
	Iteration 71Q: 3 clusters Score -1.907897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148486 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -19078974.000000 Penalty: 5911.055176
	Iteration 72Q: 3 clusters Score -1.907897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148487 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -19078974.000000 Penalty: 5911.055176
	Iteration 73Q: 3 clusters Score -1.907897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148487 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -19078974.000000 Penalty: 5911.055176
	Iteration 74F: 3 clusters Score -1.907897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (159292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159292 members 
Entering Unmasked Estep 
Score: -20156378.000000 Penalty: 2970.666748
	Iteration 0F: 2 clusters Score -2.015638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 79450 members 
Entering Unmasked Estep 
Score: -20050512.000000 Penalty: 5941.333496
	Iteration 0F: 3 clusters Score -2.005051e+07 nChanged 76365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 75749 members 
Entering Unmasked Estep 
Score: -20094224.000000 Penalty: 5941.333496
	Iteration 1F: 3 clusters Score -2.009422e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -20095266.000000 Penalty: 5941.333496
	Iteration 2Q: 3 clusters Score -2.009527e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90144 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -20096908.000000 Penalty: 5941.333496
	Iteration 3Q: 3 clusters Score -2.009691e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96204 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -20099944.000000 Penalty: 5941.333496
	Iteration 4Q: 3 clusters Score -2.009994e+07 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105031 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -20105216.000000 Penalty: 5941.333496
	Iteration 5F: 3 clusters Score -2.010522e+07 nChanged 12311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117044 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -20114138.000000 Penalty: 5941.333496
	Iteration 6F: 3 clusters Score -2.011414e+07 nChanged 14183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131143 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -20127042.000000 Penalty: 5941.333496
	Iteration 7F: 3 clusters Score -2.012704e+07 nChanged 13163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144280 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -20140286.000000 Penalty: 5941.333496
	Iteration 8F: 3 clusters Score -2.014029e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152996 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -20148754.000000 Penalty: 5941.333496
	Iteration 9F: 3 clusters Score -2.014875e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157018 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -20152066.000000 Penalty: 5941.333496
	Iteration 10Q: 3 clusters Score -2.015207e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158365 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -20153068.000000 Penalty: 5941.333496
	Iteration 11Q: 3 clusters Score -2.015307e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158768 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20153398.000000 Penalty: 5941.333496
	Iteration 12Q: 3 clusters Score -2.01534e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158891 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -20153546.000000 Penalty: 5941.333496
	Iteration 13Q: 3 clusters Score -2.015355e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158942 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20153620.000000 Penalty: 5941.333496
	Iteration 14Q: 3 clusters Score -2.015362e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158969 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -20153646.000000 Penalty: 5941.333496
	Iteration 15Q: 3 clusters Score -2.015365e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158987 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -20153692.000000 Penalty: 5941.333496
	Iteration 16Q: 3 clusters Score -2.015369e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158993 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -20153728.000000 Penalty: 5941.333496
	Iteration 17Q: 3 clusters Score -2.015373e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158997 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20153760.000000 Penalty: 5941.333496
	Iteration 18Q: 3 clusters Score -2.015376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159001 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -20153742.000000 Penalty: 5941.333496
	Iteration 19Q: 3 clusters Score -2.015374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159005 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -20153770.000000 Penalty: 5941.333496
	Iteration 20F: 3 clusters Score -2.015377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159008 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -20153776.000000 Penalty: 5941.333496
	Iteration 21Q: 3 clusters Score -2.015378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20153790.000000 Penalty: 5941.333496
	Iteration 22Q: 3 clusters Score -2.015379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20153798.000000 Penalty: 5941.333496
	Iteration 23Q: 3 clusters Score -2.01538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159007 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -20153808.000000 Penalty: 5941.333496
	Iteration 24Q: 3 clusters Score -2.015381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159008 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -20153802.000000 Penalty: 5941.333496
	Iteration 25Q: 3 clusters Score -2.01538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159008 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -20153816.000000 Penalty: 5941.333496
	Iteration 26Q: 3 clusters Score -2.015382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159008 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -20153816.000000 Penalty: 5941.333496
	Iteration 27F: 3 clusters Score -2.015382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Entering Unmasked Estep 
Score: -7706476.000000 Penalty: 2739.962402
	Iteration 0F: 2 clusters Score -7706476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -7664174.000000 Penalty: 5479.924805
	Iteration 0F: 3 clusters Score -7664174 nChanged 29439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -7680897.500000 Penalty: 5479.924805
	Iteration 1F: 3 clusters Score -7680898 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -7682383.500000 Penalty: 5479.924805
	Iteration 2Q: 3 clusters Score -7682384 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -7685299.000000 Penalty: 5479.924805
	Iteration 3Q: 3 clusters Score -7685299 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -7689004.500000 Penalty: 5479.924805
	Iteration 4F: 3 clusters Score -7689004 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -7692639.500000 Penalty: 5479.924805
	Iteration 5F: 3 clusters Score -7692640 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -7696250.000000 Penalty: 5479.924805
	Iteration 6F: 3 clusters Score -7696250 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -7698833.000000 Penalty: 5479.924805
	Iteration 7F: 3 clusters Score -7698833 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -7700412.000000 Penalty: 5479.924805
	Iteration 8F: 3 clusters Score -7700412 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -7701284.000000 Penalty: 5479.924805
	Iteration 9Q: 3 clusters Score -7701284 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -7701854.000000 Penalty: 5479.924805
	Iteration 10Q: 3 clusters Score -7701854 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -7702339.500000 Penalty: 5479.924805
	Iteration 11Q: 3 clusters Score -7702340 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -7702802.000000 Penalty: 5479.924805
	Iteration 12Q: 3 clusters Score -7702802 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -7703216.500000 Penalty: 5479.924805
	Iteration 13Q: 3 clusters Score -7703216 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -7703812.500000 Penalty: 5479.924805
	Iteration 14Q: 3 clusters Score -7703812 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -7704421.000000 Penalty: 5479.924805
	Iteration 15Q: 3 clusters Score -7704421 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -7705199.000000 Penalty: 5479.924805
	Iteration 16Q: 3 clusters Score -7705199 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -7706559.000000 Penalty: 5479.924805
	Iteration 17Q: 3 clusters Score -7706559 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -7708356.000000 Penalty: 5479.924805
	Iteration 18Q: 3 clusters Score -7708356 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -7709516.500000 Penalty: 5479.924805
	Iteration 19Q: 3 clusters Score -7709516 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -7710207.000000 Penalty: 5479.924805
	Iteration 20F: 3 clusters Score -7710207 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -7710476.500000 Penalty: 5479.924805
	Iteration 21Q: 3 clusters Score -7710476 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -7710591.500000 Penalty: 5479.924805
	Iteration 22Q: 3 clusters Score -7710592 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -7710646.500000 Penalty: 5479.924805
	Iteration 23Q: 3 clusters Score -7710646 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -7710693.000000 Penalty: 5479.924805
	Iteration 24Q: 3 clusters Score -7710693 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -7710725.000000 Penalty: 5479.924805
	Iteration 25Q: 3 clusters Score -7710725 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -7710724.500000 Penalty: 5479.924805
	Iteration 26Q: 3 clusters Score -7710724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -7710748.500000 Penalty: 5479.924805
	Iteration 27Q: 3 clusters Score -7710748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -7710753.000000 Penalty: 5479.924805
	Iteration 28Q: 3 clusters Score -7710753 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59053 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -7710752.500000 Penalty: 5479.924805
	Iteration 29Q: 3 clusters Score -7710752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -7710754.000000 Penalty: 5479.924805
	Iteration 30Q: 3 clusters Score -7710754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -7710763.000000 Penalty: 5479.924805
	Iteration 31Q: 3 clusters Score -7710763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -7710755.500000 Penalty: 5479.924805
	Iteration 32Q: 3 clusters Score -7710756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -7710756.500000 Penalty: 5479.924805
	Iteration 33Q: 3 clusters Score -7710756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -7710756.000000 Penalty: 5479.924805
	Iteration 34Q: 3 clusters Score -7710756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -7710758.000000 Penalty: 5479.924805
	Iteration 35Q: 3 clusters Score -7710758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -7710751.000000 Penalty: 5479.924805
	Iteration 36Q: 3 clusters Score -7710751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -7710749.000000 Penalty: 5479.924805
	Iteration 37Q: 3 clusters Score -7710749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -7710765.000000 Penalty: 5479.924805
	Iteration 38Q: 3 clusters Score -7710765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -7710756.000000 Penalty: 5479.924805
	Iteration 39Q: 3 clusters Score -7710756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -7710754.000000 Penalty: 5479.924805
	Iteration 40F: 3 clusters Score -7710754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59160 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -7710753.000000 Penalty: 5479.924805
	Iteration 41Q: 3 clusters Score -7710753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -7710747.000000 Penalty: 5479.924805
	Iteration 42Q: 3 clusters Score -7710747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -7710752.500000 Penalty: 5479.924805
	Iteration 43Q: 3 clusters Score -7710752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59178 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -7710754.500000 Penalty: 5479.924805
	Iteration 44Q: 3 clusters Score -7710754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -7710750.500000 Penalty: 5479.924805
	Iteration 45Q: 3 clusters Score -7710750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -7710754.500000 Penalty: 5479.924805
	Iteration 46Q: 3 clusters Score -7710754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -7710756.000000 Penalty: 5479.924805
	Iteration 47Q: 3 clusters Score -7710756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -7710757.000000 Penalty: 5479.924805
	Iteration 48Q: 3 clusters Score -7710757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7710753.500000 Penalty: 5479.924805
	Iteration 49Q: 3 clusters Score -7710754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -7710761.000000 Penalty: 5479.924805
	Iteration 50Q: 3 clusters Score -7710761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -7710752.500000 Penalty: 5479.924805
	Iteration 51Q: 3 clusters Score -7710752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -7710754.500000 Penalty: 5479.924805
	Iteration 52Q: 3 clusters Score -7710754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -7710747.000000 Penalty: 5479.924805
	Iteration 53Q: 3 clusters Score -7710747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -7710756.500000 Penalty: 5479.924805
	Iteration 54Q: 3 clusters Score -7710756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -7710752.500000 Penalty: 5479.924805
	Iteration 55Q: 3 clusters Score -7710752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -7710752.500000 Penalty: 5479.924805
	Iteration 56F: 3 clusters Score -7710752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 50520 members 
Mstep: Class 3 contains 77393 members 
Mstep: Class 4 contains 149859 members 
Mstep: Class 5 contains 159292 members 
Mstep: Class 6 contains 59221 members 
Mstep: Class 7 contains 2412 members 
Mstep: Class 8 contains 153750 members 
Mstep: Class 9 contains 24014 members 
Mstep: Class 10 contains 9741 members 
Mstep: Class 11 contains 158037 members 
Mstep: Class 12 contains 164113 members 
Mstep: Class 13 contains 1448 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 190191 members 
Mstep: Class 16 contains 80597 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 3741 members 
Mstep: Class 19 contains 3612 members 
Entering Unmasked Estep 
Score: -161291920.000000 Penalty: 66302.054688
Splitting cluster 6 changes total score from -161290512.000000 to -161291920.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 7 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -325610.125000 Penalty: 1931.476440
	Iteration 0F: 2 clusters Score -325610.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -322694.031250 Penalty: 3862.952881
	Iteration 0F: 3 clusters Score -322694 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -323218.625000 Penalty: 3862.952881
	Iteration 1F: 3 clusters Score -323218.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -323341.781250 Penalty: 3862.952881
	Iteration 2F: 3 clusters Score -323341.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -323416.812500 Penalty: 3862.952881
	Iteration 3Q: 3 clusters Score -323416.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -323461.531250 Penalty: 3862.952881
	Iteration 4Q: 3 clusters Score -323461.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -323485.687500 Penalty: 3862.952881
	Iteration 5Q: 3 clusters Score -323485.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -323502.593750 Penalty: 3862.952881
	Iteration 6Q: 3 clusters Score -323502.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -323514.843750 Penalty: 3862.952881
	Iteration 7Q: 3 clusters Score -323514.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -323525.906250 Penalty: 3862.952881
	Iteration 8Q: 3 clusters Score -323525.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -323536.781250 Penalty: 3862.952881
	Iteration 9Q: 3 clusters Score -323536.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -323546.718750 Penalty: 3862.952881
	Iteration 10Q: 3 clusters Score -323546.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -323554.062500 Penalty: 3862.952881
	Iteration 11Q: 3 clusters Score -323554.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -323563.500000 Penalty: 3862.952881
	Iteration 12Q: 3 clusters Score -323563.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -323572.031250 Penalty: 3862.952881
	Iteration 13Q: 3 clusters Score -323572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -323577.437500 Penalty: 3862.952881
	Iteration 14Q: 3 clusters Score -323577.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -323580.437500 Penalty: 3862.952881
	Iteration 15Q: 3 clusters Score -323580.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -323583.281250 Penalty: 3862.952881
	Iteration 16Q: 3 clusters Score -323583.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -323586.031250 Penalty: 3862.952881
	Iteration 17Q: 3 clusters Score -323586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -323588.250000 Penalty: 3862.952881
	Iteration 18Q: 3 clusters Score -323588.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -323590.218750 Penalty: 3862.952881
	Iteration 19Q: 3 clusters Score -323590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -323591.875000 Penalty: 3862.952881
	Iteration 20F: 3 clusters Score -323591.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -323594.218750 Penalty: 3862.952881
	Iteration 21Q: 3 clusters Score -323594.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -323595.843750 Penalty: 3862.952881
	Iteration 22Q: 3 clusters Score -323595.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -323597.625000 Penalty: 3862.952881
	Iteration 23Q: 3 clusters Score -323597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -323600.593750 Penalty: 3862.952881
	Iteration 24Q: 3 clusters Score -323600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -323602.562500 Penalty: 3862.952881
	Iteration 25Q: 3 clusters Score -323602.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -323604.218750 Penalty: 3862.952881
	Iteration 26Q: 3 clusters Score -323604.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -323605.718750 Penalty: 3862.952881
	Iteration 27Q: 3 clusters Score -323605.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -323609.687500 Penalty: 3862.952881
	Iteration 28Q: 3 clusters Score -323609.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -323611.687500 Penalty: 3862.952881
	Iteration 29Q: 3 clusters Score -323611.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -323612.625000 Penalty: 3862.952881
	Iteration 30Q: 3 clusters Score -323612.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -323613.156250 Penalty: 3862.952881
	Iteration 31Q: 3 clusters Score -323613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -323613.312500 Penalty: 3862.952881
	Iteration 32Q: 3 clusters Score -323613.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -323613.312500 Penalty: 3862.952881
	Iteration 33F: 3 clusters Score -323613.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (153750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153750 members 
Entering Unmasked Estep 
Score: -19784618.000000 Penalty: 2961.884521
	Iteration 0F: 2 clusters Score -1.978462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76825 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -19686940.000000 Penalty: 5923.769043
	Iteration 0F: 3 clusters Score -1.968694e+07 nChanged 73644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 77713 members 
Entering Unmasked Estep 
Score: -19729004.000000 Penalty: 5923.769043
	Iteration 1F: 3 clusters Score -1.9729e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75450 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -19729658.000000 Penalty: 5923.769043
	Iteration 2Q: 3 clusters Score -1.972966e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74494 members 
Mstep: Class 2 contains 79256 members 
Entering Unmasked Estep 
Score: -19730390.000000 Penalty: 5923.769043
	Iteration 3Q: 3 clusters Score -1.973039e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 80596 members 
Entering Unmasked Estep 
Score: -19731252.000000 Penalty: 5923.769043
	Iteration 4Q: 3 clusters Score -1.973125e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71218 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -19732490.000000 Penalty: 5923.769043
	Iteration 5Q: 3 clusters Score -1.973249e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68550 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -19734094.000000 Penalty: 5923.769043
	Iteration 6Q: 3 clusters Score -1.973409e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65006 members 
Mstep: Class 2 contains 88744 members 
Entering Unmasked Estep 
Score: -19736200.000000 Penalty: 5923.769043
	Iteration 7Q: 3 clusters Score -1.97362e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60574 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -19739436.000000 Penalty: 5923.769043
	Iteration 8Q: 3 clusters Score -1.973944e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 98454 members 
Entering Unmasked Estep 
Score: -19743668.000000 Penalty: 5923.769043
	Iteration 9F: 3 clusters Score -1.974367e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 104172 members 
Entering Unmasked Estep 
Score: -19749416.000000 Penalty: 5923.769043
	Iteration 10F: 3 clusters Score -1.974942e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 109129 members 
Entering Unmasked Estep 
Score: -19756032.000000 Penalty: 5923.769043
	Iteration 11F: 3 clusters Score -1.975603e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 112480 members 
Entering Unmasked Estep 
Score: -19761964.000000 Penalty: 5923.769043
	Iteration 12F: 3 clusters Score -1.976196e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 114192 members 
Entering Unmasked Estep 
Score: -19765466.000000 Penalty: 5923.769043
	Iteration 13Q: 3 clusters Score -1.976547e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 115053 members 
Entering Unmasked Estep 
Score: -19766894.000000 Penalty: 5923.769043
	Iteration 14Q: 3 clusters Score -1.976689e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 115876 members 
Entering Unmasked Estep 
Score: -19767544.000000 Penalty: 5923.769043
	Iteration 15Q: 3 clusters Score -1.976754e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 116673 members 
Entering Unmasked Estep 
Score: -19767892.000000 Penalty: 5923.769043
	Iteration 16Q: 3 clusters Score -1.976789e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 117494 members 
Entering Unmasked Estep 
Score: -19768078.000000 Penalty: 5923.769043
	Iteration 17Q: 3 clusters Score -1.976808e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 118229 members 
Entering Unmasked Estep 
Score: -19768262.000000 Penalty: 5923.769043
	Iteration 18Q: 3 clusters Score -1.976826e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 119023 members 
Entering Unmasked Estep 
Score: -19768526.000000 Penalty: 5923.769043
	Iteration 19Q: 3 clusters Score -1.976853e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 119766 members 
Entering Unmasked Estep 
Score: -19768778.000000 Penalty: 5923.769043
	Iteration 20F: 3 clusters Score -1.976878e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 120532 members 
Entering Unmasked Estep 
Score: -19768976.000000 Penalty: 5923.769043
	Iteration 21Q: 3 clusters Score -1.976898e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 121263 members 
Entering Unmasked Estep 
Score: -19769182.000000 Penalty: 5923.769043
	Iteration 22Q: 3 clusters Score -1.976918e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 122052 members 
Entering Unmasked Estep 
Score: -19769384.000000 Penalty: 5923.769043
	Iteration 23Q: 3 clusters Score -1.976938e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 122861 members 
Entering Unmasked Estep 
Score: -19769690.000000 Penalty: 5923.769043
	Iteration 24Q: 3 clusters Score -1.976969e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 123622 members 
Entering Unmasked Estep 
Score: -19769966.000000 Penalty: 5923.769043
	Iteration 25Q: 3 clusters Score -1.976997e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 124407 members 
Entering Unmasked Estep 
Score: -19770182.000000 Penalty: 5923.769043
	Iteration 26Q: 3 clusters Score -1.977018e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 125187 members 
Entering Unmasked Estep 
Score: -19770406.000000 Penalty: 5923.769043
	Iteration 27Q: 3 clusters Score -1.977041e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 125959 members 
Entering Unmasked Estep 
Score: -19770682.000000 Penalty: 5923.769043
	Iteration 28Q: 3 clusters Score -1.977068e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 126771 members 
Entering Unmasked Estep 
Score: -19771012.000000 Penalty: 5923.769043
	Iteration 29Q: 3 clusters Score -1.977101e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 127571 members 
Entering Unmasked Estep 
Score: -19771198.000000 Penalty: 5923.769043
	Iteration 30Q: 3 clusters Score -1.97712e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 128375 members 
Entering Unmasked Estep 
Score: -19771502.000000 Penalty: 5923.769043
	Iteration 31Q: 3 clusters Score -1.97715e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 129232 members 
Entering Unmasked Estep 
Score: -19771832.000000 Penalty: 5923.769043
	Iteration 32Q: 3 clusters Score -1.977183e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 130124 members 
Entering Unmasked Estep 
Score: -19772198.000000 Penalty: 5923.769043
	Iteration 33Q: 3 clusters Score -1.97722e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 130999 members 
Entering Unmasked Estep 
Score: -19772594.000000 Penalty: 5923.769043
	Iteration 34Q: 3 clusters Score -1.977259e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 131830 members 
Entering Unmasked Estep 
Score: -19772890.000000 Penalty: 5923.769043
	Iteration 35Q: 3 clusters Score -1.977289e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 132672 members 
Entering Unmasked Estep 
Score: -19773246.000000 Penalty: 5923.769043
	Iteration 36Q: 3 clusters Score -1.977325e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 133525 members 
Entering Unmasked Estep 
Score: -19773674.000000 Penalty: 5923.769043
	Iteration 37Q: 3 clusters Score -1.977367e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 134423 members 
Entering Unmasked Estep 
Score: -19774026.000000 Penalty: 5923.769043
	Iteration 38Q: 3 clusters Score -1.977403e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 135375 members 
Entering Unmasked Estep 
Score: -19774432.000000 Penalty: 5923.769043
	Iteration 39Q: 3 clusters Score -1.977443e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 136328 members 
Entering Unmasked Estep 
Score: -19774844.000000 Penalty: 5923.769043
	Iteration 40F: 3 clusters Score -1.977484e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 137281 members 
Entering Unmasked Estep 
Score: -19775236.000000 Penalty: 5923.769043
	Iteration 41Q: 3 clusters Score -1.977524e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 138273 members 
Entering Unmasked Estep 
Score: -19775710.000000 Penalty: 5923.769043
	Iteration 42Q: 3 clusters Score -1.977571e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 139342 members 
Entering Unmasked Estep 
Score: -19776356.000000 Penalty: 5923.769043
	Iteration 43Q: 3 clusters Score -1.977636e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 140433 members 
Entering Unmasked Estep 
Score: -19776800.000000 Penalty: 5923.769043
	Iteration 44Q: 3 clusters Score -1.97768e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 141485 members 
Entering Unmasked Estep 
Score: -19777218.000000 Penalty: 5923.769043
	Iteration 45Q: 3 clusters Score -1.977722e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 142458 members 
Entering Unmasked Estep 
Score: -19777670.000000 Penalty: 5923.769043
	Iteration 46Q: 3 clusters Score -1.977767e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 143354 members 
Entering Unmasked Estep 
Score: -19778024.000000 Penalty: 5923.769043
	Iteration 47Q: 3 clusters Score -1.977802e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 144171 members 
Entering Unmasked Estep 
Score: -19778350.000000 Penalty: 5923.769043
	Iteration 48Q: 3 clusters Score -1.977835e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 144941 members 
Entering Unmasked Estep 
Score: -19778724.000000 Penalty: 5923.769043
	Iteration 49Q: 3 clusters Score -1.977872e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 145646 members 
Entering Unmasked Estep 
Score: -19779074.000000 Penalty: 5923.769043
	Iteration 50Q: 3 clusters Score -1.977907e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 146301 members 
Entering Unmasked Estep 
Score: -19779400.000000 Penalty: 5923.769043
	Iteration 51Q: 3 clusters Score -1.97794e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 146924 members 
Entering Unmasked Estep 
Score: -19779718.000000 Penalty: 5923.769043
	Iteration 52Q: 3 clusters Score -1.977972e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 147513 members 
Entering Unmasked Estep 
Score: -19780054.000000 Penalty: 5923.769043
	Iteration 53Q: 3 clusters Score -1.978005e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 148052 members 
Entering Unmasked Estep 
Score: -19780380.000000 Penalty: 5923.769043
	Iteration 54Q: 3 clusters Score -1.978038e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 148506 members 
Entering Unmasked Estep 
Score: -19780522.000000 Penalty: 5923.769043
	Iteration 55Q: 3 clusters Score -1.978052e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 148946 members 
Entering Unmasked Estep 
Score: -19780738.000000 Penalty: 5923.769043
	Iteration 56Q: 3 clusters Score -1.978074e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 149328 members 
Entering Unmasked Estep 
Score: -19780988.000000 Penalty: 5923.769043
	Iteration 57Q: 3 clusters Score -1.978099e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 149662 members 
Entering Unmasked Estep 
Score: -19781126.000000 Penalty: 5923.769043
	Iteration 58Q: 3 clusters Score -1.978113e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 149971 members 
Entering Unmasked Estep 
Score: -19781214.000000 Penalty: 5923.769043
	Iteration 59Q: 3 clusters Score -1.978121e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 150278 members 
Entering Unmasked Estep 
Score: -19781352.000000 Penalty: 5923.769043
	Iteration 60F: 3 clusters Score -1.978135e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 150512 members 
Entering Unmasked Estep 
Score: -19781452.000000 Penalty: 5923.769043
	Iteration 61Q: 3 clusters Score -1.978145e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 150732 members 
Entering Unmasked Estep 
Score: -19781544.000000 Penalty: 5923.769043
	Iteration 62Q: 3 clusters Score -1.978154e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 150935 members 
Entering Unmasked Estep 
Score: -19781604.000000 Penalty: 5923.769043
	Iteration 63Q: 3 clusters Score -1.97816e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 151117 members 
Entering Unmasked Estep 
Score: -19781700.000000 Penalty: 5923.769043
	Iteration 64Q: 3 clusters Score -1.97817e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 151287 members 
Entering Unmasked Estep 
Score: -19781806.000000 Penalty: 5923.769043
	Iteration 65Q: 3 clusters Score -1.978181e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 151437 members 
Entering Unmasked Estep 
Score: -19781808.000000 Penalty: 5923.769043
	Iteration 66Q: 3 clusters Score -1.978181e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 151573 members 
Entering Unmasked Estep 
Score: -19781864.000000 Penalty: 5923.769043
	Iteration 67Q: 3 clusters Score -1.978186e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 151698 members 
Entering Unmasked Estep 
Score: -19781944.000000 Penalty: 5923.769043
	Iteration 68Q: 3 clusters Score -1.978194e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 151778 members 
Entering Unmasked Estep 
Score: -19781950.000000 Penalty: 5923.769043
	Iteration 69Q: 3 clusters Score -1.978195e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 151850 members 
Entering Unmasked Estep 
Score: -19782008.000000 Penalty: 5923.769043
	Iteration 70Q: 3 clusters Score -1.978201e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 151907 members 
Entering Unmasked Estep 
Score: -19781992.000000 Penalty: 5923.769043
	Iteration 71Q: 3 clusters Score -1.978199e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 151953 members 
Entering Unmasked Estep 
Score: -19782030.000000 Penalty: 5923.769043
	Iteration 72Q: 3 clusters Score -1.978203e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 151999 members 
Entering Unmasked Estep 
Score: -19782062.000000 Penalty: 5923.769043
	Iteration 73Q: 3 clusters Score -1.978206e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 152038 members 
Entering Unmasked Estep 
Score: -19782084.000000 Penalty: 5923.769043
	Iteration 74Q: 3 clusters Score -1.978208e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 152078 members 
Entering Unmasked Estep 
Score: -19782098.000000 Penalty: 5923.769043
	Iteration 75Q: 3 clusters Score -1.97821e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 152120 members 
Entering Unmasked Estep 
Score: -19782102.000000 Penalty: 5923.769043
	Iteration 76Q: 3 clusters Score -1.97821e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 152139 members 
Entering Unmasked Estep 
Score: -19782122.000000 Penalty: 5923.769043
	Iteration 77Q: 3 clusters Score -1.978212e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 152174 members 
Entering Unmasked Estep 
Score: -19782164.000000 Penalty: 5923.769043
	Iteration 78Q: 3 clusters Score -1.978216e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 152207 members 
Entering Unmasked Estep 
Score: -19782174.000000 Penalty: 5923.769043
	Iteration 79Q: 3 clusters Score -1.978217e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 152231 members 
Entering Unmasked Estep 
Score: -19782166.000000 Penalty: 5923.769043
	Iteration 80F: 3 clusters Score -1.978217e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 152254 members 
Entering Unmasked Estep 
Score: -19782178.000000 Penalty: 5923.769043
	Iteration 81Q: 3 clusters Score -1.978218e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 152273 members 
Entering Unmasked Estep 
Score: -19782180.000000 Penalty: 5923.769043
	Iteration 82Q: 3 clusters Score -1.978218e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 152293 members 
Entering Unmasked Estep 
Score: -19782208.000000 Penalty: 5923.769043
	Iteration 83Q: 3 clusters Score -1.978221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 152310 members 
Entering Unmasked Estep 
Score: -19782196.000000 Penalty: 5923.769043
	Iteration 84Q: 3 clusters Score -1.97822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 152326 members 
Entering Unmasked Estep 
Score: -19782178.000000 Penalty: 5923.769043
	Iteration 85Q: 3 clusters Score -1.978218e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 152341 members 
Entering Unmasked Estep 
Score: -19782190.000000 Penalty: 5923.769043
	Iteration 86Q: 3 clusters Score -1.978219e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 152357 members 
Entering Unmasked Estep 
Score: -19782178.000000 Penalty: 5923.769043
	Iteration 87Q: 3 clusters Score -1.978218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 152367 members 
Entering Unmasked Estep 
Score: -19782186.000000 Penalty: 5923.769043
	Iteration 88Q: 3 clusters Score -1.978219e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 152382 members 
Entering Unmasked Estep 
Score: -19782206.000000 Penalty: 5923.769043
	Iteration 89Q: 3 clusters Score -1.978221e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 152400 members 
Entering Unmasked Estep 
Score: -19782214.000000 Penalty: 5923.769043
	Iteration 90Q: 3 clusters Score -1.978221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 152412 members 
Entering Unmasked Estep 
Score: -19782258.000000 Penalty: 5923.769043
	Iteration 91Q: 3 clusters Score -1.978226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 152422 members 
Entering Unmasked Estep 
Score: -19782248.000000 Penalty: 5923.769043
	Iteration 92Q: 3 clusters Score -1.978225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 152433 members 
Entering Unmasked Estep 
Score: -19782246.000000 Penalty: 5923.769043
	Iteration 93Q: 3 clusters Score -1.978225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 152447 members 
Entering Unmasked Estep 
Score: -19782244.000000 Penalty: 5923.769043
	Iteration 94Q: 3 clusters Score -1.978224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 152460 members 
Entering Unmasked Estep 
Score: -19782250.000000 Penalty: 5923.769043
	Iteration 95Q: 3 clusters Score -1.978225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 152465 members 
Entering Unmasked Estep 
Score: -19782282.000000 Penalty: 5923.769043
	Iteration 96Q: 3 clusters Score -1.978228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 152476 members 
Entering Unmasked Estep 
Score: -19782250.000000 Penalty: 5923.769043
	Iteration 97Q: 3 clusters Score -1.978225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 152484 members 
Entering Unmasked Estep 
Score: -19782264.000000 Penalty: 5923.769043
	Iteration 98Q: 3 clusters Score -1.978226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 152487 members 
Entering Unmasked Estep 
Score: -19782266.000000 Penalty: 5923.769043
	Iteration 99Q: 3 clusters Score -1.978227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 152491 members 
Entering Unmasked Estep 
Score: -19782260.000000 Penalty: 5923.769043
	Iteration 100F: 3 clusters Score -1.978226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 152494 members 
Entering Unmasked Estep 
Score: -19782256.000000 Penalty: 5923.769043
	Iteration 101Q: 3 clusters Score -1.978226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 152499 members 
Entering Unmasked Estep 
Score: -19782262.000000 Penalty: 5923.769043
	Iteration 102Q: 3 clusters Score -1.978226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 152499 members 
Entering Unmasked Estep 
Score: -19782266.000000 Penalty: 5923.769043
	Iteration 103Q: 3 clusters Score -1.978227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 152500 members 
Entering Unmasked Estep 
Score: -19782260.000000 Penalty: 5923.769043
	Iteration 104Q: 3 clusters Score -1.978226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 152507 members 
Entering Unmasked Estep 
Score: -19782282.000000 Penalty: 5923.769043
	Iteration 105Q: 3 clusters Score -1.978228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 152509 members 
Entering Unmasked Estep 
Score: -19782290.000000 Penalty: 5923.769043
	Iteration 106Q: 3 clusters Score -1.978229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 152513 members 
Entering Unmasked Estep 
Score: -19782286.000000 Penalty: 5923.769043
	Iteration 107Q: 3 clusters Score -1.978229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 152517 members 
Entering Unmasked Estep 
Score: -19782298.000000 Penalty: 5923.769043
	Iteration 108Q: 3 clusters Score -1.97823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 152523 members 
Entering Unmasked Estep 
Score: -19782290.000000 Penalty: 5923.769043
	Iteration 109Q: 3 clusters Score -1.978229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 152525 members 
Entering Unmasked Estep 
Score: -19782290.000000 Penalty: 5923.769043
	Iteration 110Q: 3 clusters Score -1.978229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 152527 members 
Entering Unmasked Estep 
Score: -19782292.000000 Penalty: 5923.769043
	Iteration 111Q: 3 clusters Score -1.978229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 152529 members 
Entering Unmasked Estep 
Score: -19782296.000000 Penalty: 5923.769043
	Iteration 112Q: 3 clusters Score -1.97823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 152534 members 
Entering Unmasked Estep 
Score: -19782296.000000 Penalty: 5923.769043
	Iteration 113Q: 3 clusters Score -1.97823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 152537 members 
Entering Unmasked Estep 
Score: -19782306.000000 Penalty: 5923.769043
	Iteration 114Q: 3 clusters Score -1.978231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 152535 members 
Entering Unmasked Estep 
Score: -19782312.000000 Penalty: 5923.769043
	Iteration 115Q: 3 clusters Score -1.978231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 152534 members 
Entering Unmasked Estep 
Score: -19782314.000000 Penalty: 5923.769043
	Iteration 116Q: 3 clusters Score -1.978231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 152533 members 
Entering Unmasked Estep 
Score: -19782320.000000 Penalty: 5923.769043
	Iteration 117Q: 3 clusters Score -1.978232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 152533 members 
Entering Unmasked Estep 
Score: -19782320.000000 Penalty: 5923.769043
	Iteration 118F: 3 clusters Score -1.978232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Entering Unmasked Estep 
Score: -3085570.000000 Penalty: 2501.425293
	Iteration 0F: 2 clusters Score -3085570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -3068911.250000 Penalty: 5002.850586
	Iteration 0F: 3 clusters Score -3068911 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -3074713.250000 Penalty: 5002.850586
	Iteration 1F: 3 clusters Score -3074713 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -3075021.000000 Penalty: 5002.850586
	Iteration 2Q: 3 clusters Score -3075021 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3075277.750000 Penalty: 5002.850586
	Iteration 3Q: 3 clusters Score -3075278 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3075544.000000 Penalty: 5002.850586
	Iteration 4Q: 3 clusters Score -3075544 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -3075842.500000 Penalty: 5002.850586
	Iteration 5Q: 3 clusters Score -3075842 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3076181.750000 Penalty: 5002.850586
	Iteration 6Q: 3 clusters Score -3076182 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3076662.500000 Penalty: 5002.850586
	Iteration 7Q: 3 clusters Score -3076662 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -3077315.250000 Penalty: 5002.850586
	Iteration 8Q: 3 clusters Score -3077315 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -3078316.500000 Penalty: 5002.850586
	Iteration 9F: 3 clusters Score -3078316 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3079503.750000 Penalty: 5002.850586
	Iteration 10F: 3 clusters Score -3079504 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3080822.750000 Penalty: 5002.850586
	Iteration 11F: 3 clusters Score -3080823 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3081938.500000 Penalty: 5002.850586
	Iteration 12F: 3 clusters Score -3081938 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3082637.750000 Penalty: 5002.850586
	Iteration 13Q: 3 clusters Score -3082638 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3083057.500000 Penalty: 5002.850586
	Iteration 14Q: 3 clusters Score -3083058 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3083291.000000 Penalty: 5002.850586
	Iteration 15Q: 3 clusters Score -3083291 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3083433.750000 Penalty: 5002.850586
	Iteration 16Q: 3 clusters Score -3083434 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3083530.000000 Penalty: 5002.850586
	Iteration 17Q: 3 clusters Score -3083530 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3083619.000000 Penalty: 5002.850586
	Iteration 18Q: 3 clusters Score -3083619 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3083666.500000 Penalty: 5002.850586
	Iteration 19Q: 3 clusters Score -3083666 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3083705.000000 Penalty: 5002.850586
	Iteration 20F: 3 clusters Score -3083705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3083730.250000 Penalty: 5002.850586
	Iteration 21Q: 3 clusters Score -3083730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3083739.000000 Penalty: 5002.850586
	Iteration 22Q: 3 clusters Score -3083739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3083751.750000 Penalty: 5002.850586
	Iteration 23Q: 3 clusters Score -3083752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3083753.750000 Penalty: 5002.850586
	Iteration 24Q: 3 clusters Score -3083754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3083761.000000 Penalty: 5002.850586
	Iteration 25Q: 3 clusters Score -3083761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3083762.750000 Penalty: 5002.850586
	Iteration 26Q: 3 clusters Score -3083763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3083767.250000 Penalty: 5002.850586
	Iteration 27Q: 3 clusters Score -3083767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3083762.750000 Penalty: 5002.850586
	Iteration 28Q: 3 clusters Score -3083763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3083762.250000 Penalty: 5002.850586
	Iteration 29Q: 3 clusters Score -3083762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3083762.250000 Penalty: 5002.850586
	Iteration 30F: 3 clusters Score -3083762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Entering Unmasked Estep 
Score: -1180843.500000 Penalty: 2277.656494
	Iteration 0F: 2 clusters Score -1180844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1173403.375000 Penalty: 4555.312988
	Iteration 0F: 3 clusters Score -1173403 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1175521.125000 Penalty: 4555.312988
	Iteration 1F: 3 clusters Score -1175521 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1175889.875000 Penalty: 4555.312988
	Iteration 2F: 3 clusters Score -1175890 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1176229.500000 Penalty: 4555.312988
	Iteration 3F: 3 clusters Score -1176230 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1176527.000000 Penalty: 4555.312988
	Iteration 4F: 3 clusters Score -1176527 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1176842.000000 Penalty: 4555.312988
	Iteration 5Q: 3 clusters Score -1176842 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1177175.375000 Penalty: 4555.312988
	Iteration 6Q: 3 clusters Score -1177175 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1177620.000000 Penalty: 4555.312988
	Iteration 7F: 3 clusters Score -1177620 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1178211.625000 Penalty: 4555.312988
	Iteration 8F: 3 clusters Score -1178212 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1178889.125000 Penalty: 4555.312988
	Iteration 9F: 3 clusters Score -1178889 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1179372.500000 Penalty: 4555.312988
	Iteration 10F: 3 clusters Score -1179372 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1179688.875000 Penalty: 4555.312988
	Iteration 11Q: 3 clusters Score -1179689 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1179860.500000 Penalty: 4555.312988
	Iteration 12Q: 3 clusters Score -1179860 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1179973.000000 Penalty: 4555.312988
	Iteration 13Q: 3 clusters Score -1179973 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1180050.250000 Penalty: 4555.312988
	Iteration 14Q: 3 clusters Score -1180050 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1180103.250000 Penalty: 4555.312988
	Iteration 15Q: 3 clusters Score -1180103 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1180138.875000 Penalty: 4555.312988
	Iteration 16Q: 3 clusters Score -1180139 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1180165.750000 Penalty: 4555.312988
	Iteration 17Q: 3 clusters Score -1180166 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1180181.250000 Penalty: 4555.312988
	Iteration 18Q: 3 clusters Score -1180181 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1180188.250000 Penalty: 4555.312988
	Iteration 19Q: 3 clusters Score -1180188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1180193.875000 Penalty: 4555.312988
	Iteration 20F: 3 clusters Score -1180194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1180203.125000 Penalty: 4555.312988
	Iteration 21Q: 3 clusters Score -1180203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1180205.625000 Penalty: 4555.312988
	Iteration 22Q: 3 clusters Score -1180206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1180207.500000 Penalty: 4555.312988
	Iteration 23Q: 3 clusters Score -1180208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1180210.000000 Penalty: 4555.312988
	Iteration 24Q: 3 clusters Score -1180210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1180212.375000 Penalty: 4555.312988
	Iteration 25Q: 3 clusters Score -1180212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1180213.250000 Penalty: 4555.312988
	Iteration 26Q: 3 clusters Score -1180213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1180215.500000 Penalty: 4555.312988
	Iteration 27Q: 3 clusters Score -1180216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1180213.625000 Penalty: 4555.312988
	Iteration 28Q: 3 clusters Score -1180214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1180213.625000 Penalty: 4555.312988
	Iteration 29F: 3 clusters Score -1180214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (158037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158037 members 
Entering Unmasked Estep 
Score: -20177206.000000 Penalty: 2968.705078
	Iteration 0F: 2 clusters Score -2.017721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79167 members 
Mstep: Class 2 contains 78870 members 
Entering Unmasked Estep 
Score: -20077118.000000 Penalty: 5937.410156
	Iteration 0F: 3 clusters Score -2.007712e+07 nChanged 75642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80715 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -20120392.000000 Penalty: 5937.410156
	Iteration 1F: 3 clusters Score -2.012039e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81538 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -20121262.000000 Penalty: 5937.410156
	Iteration 2Q: 3 clusters Score -2.012126e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -20122136.000000 Penalty: 5937.410156
	Iteration 3Q: 3 clusters Score -2.012214e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84912 members 
Mstep: Class 2 contains 73125 members 
Entering Unmasked Estep 
Score: -20123408.000000 Penalty: 5937.410156
	Iteration 4Q: 3 clusters Score -2.012341e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -20125008.000000 Penalty: 5937.410156
	Iteration 5Q: 3 clusters Score -2.012501e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92035 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -20127848.000000 Penalty: 5937.410156
	Iteration 6Q: 3 clusters Score -2.012785e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -20132290.000000 Penalty: 5937.410156
	Iteration 7Q: 3 clusters Score -2.013229e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104377 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -20138278.000000 Penalty: 5937.410156
	Iteration 8F: 3 clusters Score -2.013828e+07 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111582 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -20145342.000000 Penalty: 5937.410156
	Iteration 9F: 3 clusters Score -2.014534e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117584 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -20152022.000000 Penalty: 5937.410156
	Iteration 10F: 3 clusters Score -2.015202e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121902 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -20156860.000000 Penalty: 5937.410156
	Iteration 11Q: 3 clusters Score -2.015686e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124880 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -20160008.000000 Penalty: 5937.410156
	Iteration 12Q: 3 clusters Score -2.016001e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127091 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -20161848.000000 Penalty: 5937.410156
	Iteration 13Q: 3 clusters Score -2.016185e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128959 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -20162758.000000 Penalty: 5937.410156
	Iteration 14Q: 3 clusters Score -2.016276e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130762 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -20163424.000000 Penalty: 5937.410156
	Iteration 15Q: 3 clusters Score -2.016342e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132541 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -20164232.000000 Penalty: 5937.410156
	Iteration 16Q: 3 clusters Score -2.016423e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134292 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -20164956.000000 Penalty: 5937.410156
	Iteration 17Q: 3 clusters Score -2.016496e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136040 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -20165614.000000 Penalty: 5937.410156
	Iteration 18Q: 3 clusters Score -2.016561e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137785 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -20166406.000000 Penalty: 5937.410156
	Iteration 19Q: 3 clusters Score -2.016641e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139515 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -20167290.000000 Penalty: 5937.410156
	Iteration 20F: 3 clusters Score -2.016729e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141220 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -20167876.000000 Penalty: 5937.410156
	Iteration 21Q: 3 clusters Score -2.016788e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142849 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -20168540.000000 Penalty: 5937.410156
	Iteration 22Q: 3 clusters Score -2.016854e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144406 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -20169194.000000 Penalty: 5937.410156
	Iteration 23Q: 3 clusters Score -2.016919e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145868 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -20169840.000000 Penalty: 5937.410156
	Iteration 24Q: 3 clusters Score -2.016984e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147279 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -20170780.000000 Penalty: 5937.410156
	Iteration 25Q: 3 clusters Score -2.017078e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148596 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -20171450.000000 Penalty: 5937.410156
	Iteration 26Q: 3 clusters Score -2.017145e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149828 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -20172108.000000 Penalty: 5937.410156
	Iteration 27Q: 3 clusters Score -2.017211e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150964 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -20172560.000000 Penalty: 5937.410156
	Iteration 28Q: 3 clusters Score -2.017256e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151973 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -20173018.000000 Penalty: 5937.410156
	Iteration 29Q: 3 clusters Score -2.017302e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152849 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -20173314.000000 Penalty: 5937.410156
	Iteration 30Q: 3 clusters Score -2.017331e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153604 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -20173630.000000 Penalty: 5937.410156
	Iteration 31Q: 3 clusters Score -2.017363e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154230 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -20173872.000000 Penalty: 5937.410156
	Iteration 32Q: 3 clusters Score -2.017387e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154760 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -20174040.000000 Penalty: 5937.410156
	Iteration 33Q: 3 clusters Score -2.017404e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155183 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -20174196.000000 Penalty: 5937.410156
	Iteration 34Q: 3 clusters Score -2.01742e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155526 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -20174282.000000 Penalty: 5937.410156
	Iteration 35Q: 3 clusters Score -2.017428e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155803 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -20174388.000000 Penalty: 5937.410156
	Iteration 36Q: 3 clusters Score -2.017439e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156008 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -20174430.000000 Penalty: 5937.410156
	Iteration 37Q: 3 clusters Score -2.017443e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156164 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -20174460.000000 Penalty: 5937.410156
	Iteration 38Q: 3 clusters Score -2.017446e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156293 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -20174536.000000 Penalty: 5937.410156
	Iteration 39Q: 3 clusters Score -2.017454e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156412 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -20174590.000000 Penalty: 5937.410156
	Iteration 40F: 3 clusters Score -2.017459e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156506 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -20174624.000000 Penalty: 5937.410156
	Iteration 41Q: 3 clusters Score -2.017462e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156584 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -20174672.000000 Penalty: 5937.410156
	Iteration 42Q: 3 clusters Score -2.017467e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156645 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -20174702.000000 Penalty: 5937.410156
	Iteration 43Q: 3 clusters Score -2.01747e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156683 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -20174704.000000 Penalty: 5937.410156
	Iteration 44Q: 3 clusters Score -2.01747e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156721 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -20174736.000000 Penalty: 5937.410156
	Iteration 45Q: 3 clusters Score -2.017474e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156756 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -20174760.000000 Penalty: 5937.410156
	Iteration 46Q: 3 clusters Score -2.017476e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156788 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -20174748.000000 Penalty: 5937.410156
	Iteration 47Q: 3 clusters Score -2.017475e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156803 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20174752.000000 Penalty: 5937.410156
	Iteration 48Q: 3 clusters Score -2.017475e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156824 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -20174782.000000 Penalty: 5937.410156
	Iteration 49Q: 3 clusters Score -2.017478e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156857 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -20174782.000000 Penalty: 5937.410156
	Iteration 50Q: 3 clusters Score -2.017478e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156888 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -20174784.000000 Penalty: 5937.410156
	Iteration 51Q: 3 clusters Score -2.017478e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156917 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -20174768.000000 Penalty: 5937.410156
	Iteration 52Q: 3 clusters Score -2.017477e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156941 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -20174780.000000 Penalty: 5937.410156
	Iteration 53Q: 3 clusters Score -2.017478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156951 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -20174776.000000 Penalty: 5937.410156
	Iteration 54Q: 3 clusters Score -2.017478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156965 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -20174774.000000 Penalty: 5937.410156
	Iteration 55Q: 3 clusters Score -2.017477e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156986 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -20174784.000000 Penalty: 5937.410156
	Iteration 56Q: 3 clusters Score -2.017478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156998 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -20174792.000000 Penalty: 5937.410156
	Iteration 57Q: 3 clusters Score -2.017479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157008 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -20174790.000000 Penalty: 5937.410156
	Iteration 58Q: 3 clusters Score -2.017479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157015 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -20174804.000000 Penalty: 5937.410156
	Iteration 59Q: 3 clusters Score -2.01748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157022 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -20174796.000000 Penalty: 5937.410156
	Iteration 60F: 3 clusters Score -2.01748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157025 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -20174796.000000 Penalty: 5937.410156
	Iteration 61Q: 3 clusters Score -2.01748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157024 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -20174796.000000 Penalty: 5937.410156
	Iteration 62Q: 3 clusters Score -2.01748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157024 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -20174800.000000 Penalty: 5937.410156
	Iteration 63Q: 3 clusters Score -2.01748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157024 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -20174800.000000 Penalty: 5937.410156
	Iteration 64F: 3 clusters Score -2.01748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (164113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164113 members 
Entering Unmasked Estep 
Score: -21060630.000000 Penalty: 2978.061035
	Iteration 0F: 2 clusters Score -2.106063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 81913 members 
Entering Unmasked Estep 
Score: -20958220.000000 Penalty: 5956.122070
	Iteration 0F: 3 clusters Score -2.095822e+07 nChanged 78682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85678 members 
Mstep: Class 2 contains 78435 members 
Entering Unmasked Estep 
Score: -21003790.000000 Penalty: 5956.122070
	Iteration 1F: 3 clusters Score -2.100379e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87924 members 
Mstep: Class 2 contains 76189 members 
Entering Unmasked Estep 
Score: -21004866.000000 Penalty: 5956.122070
	Iteration 2Q: 3 clusters Score -2.100487e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91263 members 
Mstep: Class 2 contains 72850 members 
Entering Unmasked Estep 
Score: -21006306.000000 Penalty: 5956.122070
	Iteration 3Q: 3 clusters Score -2.100631e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 67778 members 
Entering Unmasked Estep 
Score: -21008548.000000 Penalty: 5956.122070
	Iteration 4Q: 3 clusters Score -2.100855e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103768 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -21012358.000000 Penalty: 5956.122070
	Iteration 5F: 3 clusters Score -2.101236e+07 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114146 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -21019144.000000 Penalty: 5956.122070
	Iteration 6F: 3 clusters Score -2.101914e+07 nChanged 13185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127255 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -21029490.000000 Penalty: 5956.122070
	Iteration 7F: 3 clusters Score -2.102949e+07 nChanged 14049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141290 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -21042608.000000 Penalty: 5956.122070
	Iteration 8F: 3 clusters Score -2.104261e+07 nChanged 11780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153070 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -21052674.000000 Penalty: 5956.122070
	Iteration 9F: 3 clusters Score -2.105267e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160024 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -21056406.000000 Penalty: 5956.122070
	Iteration 10Q: 3 clusters Score -2.105641e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162731 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -21057400.000000 Penalty: 5956.122070
	Iteration 11Q: 3 clusters Score -2.10574e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163512 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -21057770.000000 Penalty: 5956.122070
	Iteration 12Q: 3 clusters Score -2.105777e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163707 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -21057892.000000 Penalty: 5956.122070
	Iteration 13Q: 3 clusters Score -2.105789e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163772 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -21057956.000000 Penalty: 5956.122070
	Iteration 14Q: 3 clusters Score -2.105796e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163807 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -21058024.000000 Penalty: 5956.122070
	Iteration 15Q: 3 clusters Score -2.105802e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163822 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21058046.000000 Penalty: 5956.122070
	Iteration 16Q: 3 clusters Score -2.105805e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163828 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -21058080.000000 Penalty: 5956.122070
	Iteration 17Q: 3 clusters Score -2.105808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163835 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21058086.000000 Penalty: 5956.122070
	Iteration 18Q: 3 clusters Score -2.105809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163837 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -21058090.000000 Penalty: 5956.122070
	Iteration 19Q: 3 clusters Score -2.105809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163841 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21058104.000000 Penalty: 5956.122070
	Iteration 20F: 3 clusters Score -2.10581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163839 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21058120.000000 Penalty: 5956.122070
	Iteration 21Q: 3 clusters Score -2.105812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163840 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -21058124.000000 Penalty: 5956.122070
	Iteration 22Q: 3 clusters Score -2.105812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163842 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21058124.000000 Penalty: 5956.122070
	Iteration 23Q: 3 clusters Score -2.105812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163843 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21058132.000000 Penalty: 5956.122070
	Iteration 24Q: 3 clusters Score -2.105813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163845 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21058142.000000 Penalty: 5956.122070
	Iteration 25Q: 3 clusters Score -2.105814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163847 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21058144.000000 Penalty: 5956.122070
	Iteration 26Q: 3 clusters Score -2.105814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163848 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21058134.000000 Penalty: 5956.122070
	Iteration 27Q: 3 clusters Score -2.105813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163848 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21058134.000000 Penalty: 5956.122070
	Iteration 28F: 3 clusters Score -2.105813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -141587.859375 Penalty: 1804.928711
	Iteration 0F: 2 clusters Score -141587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -139597.656250 Penalty: 3609.857422
	Iteration 0F: 3 clusters Score -139597.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -141563.750000 Penalty: 3609.857422
	Iteration 1F: 3 clusters Score -141563.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -142747.125000 Penalty: 3609.857422
	Iteration 2F: 3 clusters Score -142747.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -143481.593750 Penalty: 3609.857422
	Iteration 3F: 3 clusters Score -143481.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -143887.156250 Penalty: 3609.857422
	Iteration 4Q: 3 clusters Score -143887.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -144161.703125 Penalty: 3609.857422
	Iteration 5Q: 3 clusters Score -144161.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -144192.187500 Penalty: 3609.857422
	Iteration 6Q: 3 clusters Score -144192.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144212.218750 Penalty: 3609.857422
	Iteration 7Q: 3 clusters Score -144212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -144221.828125 Penalty: 3609.857422
	Iteration 8Q: 3 clusters Score -144221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -144247.921875 Penalty: 3609.857422
	Iteration 9Q: 3 clusters Score -144247.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -144250.578125 Penalty: 3609.857422
	Iteration 10Q: 3 clusters Score -144250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -144252.406250 Penalty: 3609.857422
	Iteration 11Q: 3 clusters Score -144252.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -144252.406250 Penalty: 3609.857422
	Iteration 12F: 3 clusters Score -144252.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 50520 members 
Mstep: Class 3 contains 77393 members 
Mstep: Class 4 contains 149859 members 
Mstep: Class 5 contains 159292 members 
Mstep: Class 6 contains 59221 members 
Mstep: Class 7 contains 2412 members 
Mstep: Class 8 contains 153750 members 
Mstep: Class 9 contains 24014 members 
Mstep: Class 10 contains 9741 members 
Mstep: Class 11 contains 158037 members 
Mstep: Class 12 contains 164113 members 
Mstep: Class 13 contains 822 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 190191 members 
Mstep: Class 16 contains 80597 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 3741 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 626 members 
Entering Unmasked Estep 
Score: -161292912.000000 Penalty: 69791.640625
Splitting cluster 13 changes total score from -161290512.000000 to -161292912.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 14 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -178402.593750 Penalty: 1821.810547
	Iteration 0F: 2 clusters Score -178402.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -176197.125000 Penalty: 3643.621094
	Iteration 0F: 3 clusters Score -176197.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -176888.734375 Penalty: 3643.621094
	Iteration 1F: 3 clusters Score -176888.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -177253.015625 Penalty: 3643.621094
	Iteration 2F: 3 clusters Score -177253 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -177501.125000 Penalty: 3643.621094
	Iteration 3F: 3 clusters Score -177501.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -177675.718750 Penalty: 3643.621094
	Iteration 4Q: 3 clusters Score -177675.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -177851.265625 Penalty: 3643.621094
	Iteration 5Q: 3 clusters Score -177851.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -177932.171875 Penalty: 3643.621094
	Iteration 6Q: 3 clusters Score -177932.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -177989.671875 Penalty: 3643.621094
	Iteration 7Q: 3 clusters Score -177989.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -178032.875000 Penalty: 3643.621094
	Iteration 8Q: 3 clusters Score -178032.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -178047.750000 Penalty: 3643.621094
	Iteration 9Q: 3 clusters Score -178047.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -178059.812500 Penalty: 3643.621094
	Iteration 10Q: 3 clusters Score -178059.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -178065.593750 Penalty: 3643.621094
	Iteration 11Q: 3 clusters Score -178065.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -178073.593750 Penalty: 3643.621094
	Iteration 12Q: 3 clusters Score -178073.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -178082.593750 Penalty: 3643.621094
	Iteration 13Q: 3 clusters Score -178082.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -178084.171875 Penalty: 3643.621094
	Iteration 14Q: 3 clusters Score -178084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -178085.687500 Penalty: 3643.621094
	Iteration 15Q: 3 clusters Score -178085.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -178108.656250 Penalty: 3643.621094
	Iteration 16F: 3 clusters Score -178108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -178164.796875 Penalty: 3643.621094
	Iteration 17Q: 3 clusters Score -178164.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -178172.875000 Penalty: 3643.621094
	Iteration 18Q: 3 clusters Score -178172.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -178172.875000 Penalty: 3643.621094
	Iteration 19F: 3 clusters Score -178172.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (190191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190191 members 
Entering Unmasked Estep 
Score: -24234698.000000 Penalty: 3014.634277
	Iteration 0F: 2 clusters Score -2.42347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95407 members 
Mstep: Class 2 contains 94784 members 
Entering Unmasked Estep 
Score: -24114406.000000 Penalty: 6029.268555
	Iteration 0F: 3 clusters Score -2.411441e+07 nChanged 91505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98316 members 
Mstep: Class 2 contains 91875 members 
Entering Unmasked Estep 
Score: -24167968.000000 Penalty: 6029.268555
	Iteration 1F: 3 clusters Score -2.416797e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100186 members 
Mstep: Class 2 contains 90005 members 
Entering Unmasked Estep 
Score: -24169544.000000 Penalty: 6029.268555
	Iteration 2Q: 3 clusters Score -2.416954e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102914 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -24171878.000000 Penalty: 6029.268555
	Iteration 3Q: 3 clusters Score -2.417188e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106779 members 
Mstep: Class 2 contains 83412 members 
Entering Unmasked Estep 
Score: -24175912.000000 Penalty: 6029.268555
	Iteration 4Q: 3 clusters Score -2.417591e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111742 members 
Mstep: Class 2 contains 78449 members 
Entering Unmasked Estep 
Score: -24181640.000000 Penalty: 6029.268555
	Iteration 5Q: 3 clusters Score -2.418164e+07 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117474 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
Score: -24188894.000000 Penalty: 6029.268555
	Iteration 6F: 3 clusters Score -2.418889e+07 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123505 members 
Mstep: Class 2 contains 66686 members 
Entering Unmasked Estep 
Score: -24196930.000000 Penalty: 6029.268555
	Iteration 7F: 3 clusters Score -2.419693e+07 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129164 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -24204746.000000 Penalty: 6029.268555
	Iteration 8F: 3 clusters Score -2.420475e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133709 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -24211234.000000 Penalty: 6029.268555
	Iteration 9F: 3 clusters Score -2.421123e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137271 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -24215902.000000 Penalty: 6029.268555
	Iteration 10Q: 3 clusters Score -2.42159e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140005 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -24218970.000000 Penalty: 6029.268555
	Iteration 11Q: 3 clusters Score -2.421897e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142305 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -24221178.000000 Penalty: 6029.268555
	Iteration 12Q: 3 clusters Score -2.422118e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144450 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -24222560.000000 Penalty: 6029.268555
	Iteration 13Q: 3 clusters Score -2.422256e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146424 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -24223476.000000 Penalty: 6029.268555
	Iteration 14Q: 3 clusters Score -2.422348e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148257 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -24224166.000000 Penalty: 6029.268555
	Iteration 15Q: 3 clusters Score -2.422417e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149991 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -24224736.000000 Penalty: 6029.268555
	Iteration 16Q: 3 clusters Score -2.422474e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151566 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -24225252.000000 Penalty: 6029.268555
	Iteration 17Q: 3 clusters Score -2.422525e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153027 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -24225822.000000 Penalty: 6029.268555
	Iteration 18Q: 3 clusters Score -2.422582e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154476 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -24226154.000000 Penalty: 6029.268555
	Iteration 19Q: 3 clusters Score -2.422615e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155923 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -24226630.000000 Penalty: 6029.268555
	Iteration 20F: 3 clusters Score -2.422663e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157322 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -24227052.000000 Penalty: 6029.268555
	Iteration 21Q: 3 clusters Score -2.422705e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158738 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -24227208.000000 Penalty: 6029.268555
	Iteration 22Q: 3 clusters Score -2.422721e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160108 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -24227562.000000 Penalty: 6029.268555
	Iteration 23Q: 3 clusters Score -2.422756e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161468 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -24227824.000000 Penalty: 6029.268555
	Iteration 24Q: 3 clusters Score -2.422782e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162852 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -24228264.000000 Penalty: 6029.268555
	Iteration 25Q: 3 clusters Score -2.422826e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164307 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -24228576.000000 Penalty: 6029.268555
	Iteration 26Q: 3 clusters Score -2.422858e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165765 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -24228874.000000 Penalty: 6029.268555
	Iteration 27Q: 3 clusters Score -2.422887e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167188 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -24228988.000000 Penalty: 6029.268555
	Iteration 28Q: 3 clusters Score -2.422899e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168584 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -24229210.000000 Penalty: 6029.268555
	Iteration 29Q: 3 clusters Score -2.422921e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169897 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -24229418.000000 Penalty: 6029.268555
	Iteration 30Q: 3 clusters Score -2.422942e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171201 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -24229646.000000 Penalty: 6029.268555
	Iteration 31Q: 3 clusters Score -2.422965e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172422 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -24229896.000000 Penalty: 6029.268555
	Iteration 32Q: 3 clusters Score -2.42299e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173631 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -24230174.000000 Penalty: 6029.268555
	Iteration 33Q: 3 clusters Score -2.423017e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174784 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -24230372.000000 Penalty: 6029.268555
	Iteration 34Q: 3 clusters Score -2.423037e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175857 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -24230430.000000 Penalty: 6029.268555
	Iteration 35Q: 3 clusters Score -2.423043e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176945 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -24230754.000000 Penalty: 6029.268555
	Iteration 36Q: 3 clusters Score -2.423075e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178033 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -24230918.000000 Penalty: 6029.268555
	Iteration 37Q: 3 clusters Score -2.423092e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179036 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -24231114.000000 Penalty: 6029.268555
	Iteration 38Q: 3 clusters Score -2.423111e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179985 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -24231246.000000 Penalty: 6029.268555
	Iteration 39Q: 3 clusters Score -2.423125e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180902 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -24231310.000000 Penalty: 6029.268555
	Iteration 40F: 3 clusters Score -2.423131e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181708 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -24231412.000000 Penalty: 6029.268555
	Iteration 41Q: 3 clusters Score -2.423141e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182408 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -24231458.000000 Penalty: 6029.268555
	Iteration 42Q: 3 clusters Score -2.423146e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183049 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -24231556.000000 Penalty: 6029.268555
	Iteration 43Q: 3 clusters Score -2.423156e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183647 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -24231660.000000 Penalty: 6029.268555
	Iteration 44Q: 3 clusters Score -2.423166e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184134 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -24231710.000000 Penalty: 6029.268555
	Iteration 45Q: 3 clusters Score -2.423171e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184577 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -24231890.000000 Penalty: 6029.268555
	Iteration 46Q: 3 clusters Score -2.423189e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184959 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -24231974.000000 Penalty: 6029.268555
	Iteration 47Q: 3 clusters Score -2.423197e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185286 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -24232036.000000 Penalty: 6029.268555
	Iteration 48Q: 3 clusters Score -2.423204e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185617 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -24232088.000000 Penalty: 6029.268555
	Iteration 49Q: 3 clusters Score -2.423209e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185906 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -24232166.000000 Penalty: 6029.268555
	Iteration 50Q: 3 clusters Score -2.423217e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186175 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -24232254.000000 Penalty: 6029.268555
	Iteration 51Q: 3 clusters Score -2.423225e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186393 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -24232364.000000 Penalty: 6029.268555
	Iteration 52Q: 3 clusters Score -2.423236e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186597 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -24232422.000000 Penalty: 6029.268555
	Iteration 53Q: 3 clusters Score -2.423242e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186753 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -24232462.000000 Penalty: 6029.268555
	Iteration 54Q: 3 clusters Score -2.423246e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186871 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -24232488.000000 Penalty: 6029.268555
	Iteration 55Q: 3 clusters Score -2.423249e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186984 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -24232500.000000 Penalty: 6029.268555
	Iteration 56Q: 3 clusters Score -2.42325e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187079 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -24232514.000000 Penalty: 6029.268555
	Iteration 57Q: 3 clusters Score -2.423251e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187173 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -24232478.000000 Penalty: 6029.268555
	Iteration 58Q: 3 clusters Score -2.423248e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187250 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -24232492.000000 Penalty: 6029.268555
	Iteration 59Q: 3 clusters Score -2.423249e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187321 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -24232502.000000 Penalty: 6029.268555
	Iteration 60F: 3 clusters Score -2.42325e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187391 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -24232526.000000 Penalty: 6029.268555
	Iteration 61Q: 3 clusters Score -2.423253e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187451 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -24232540.000000 Penalty: 6029.268555
	Iteration 62Q: 3 clusters Score -2.423254e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187516 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -24232544.000000 Penalty: 6029.268555
	Iteration 63Q: 3 clusters Score -2.423254e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187575 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -24232580.000000 Penalty: 6029.268555
	Iteration 64Q: 3 clusters Score -2.423258e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187630 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -24232582.000000 Penalty: 6029.268555
	Iteration 65Q: 3 clusters Score -2.423258e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187676 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -24232580.000000 Penalty: 6029.268555
	Iteration 66Q: 3 clusters Score -2.423258e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187715 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -24232586.000000 Penalty: 6029.268555
	Iteration 67Q: 3 clusters Score -2.423259e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187758 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -24232580.000000 Penalty: 6029.268555
	Iteration 68Q: 3 clusters Score -2.423258e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187791 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -24232592.000000 Penalty: 6029.268555
	Iteration 69Q: 3 clusters Score -2.423259e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187817 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -24232596.000000 Penalty: 6029.268555
	Iteration 70Q: 3 clusters Score -2.42326e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187839 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -24232614.000000 Penalty: 6029.268555
	Iteration 71Q: 3 clusters Score -2.423261e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187858 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -24232566.000000 Penalty: 6029.268555
	Iteration 72Q: 3 clusters Score -2.423257e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187880 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -24232588.000000 Penalty: 6029.268555
	Iteration 73Q: 3 clusters Score -2.423259e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187910 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -24232594.000000 Penalty: 6029.268555
	Iteration 74Q: 3 clusters Score -2.423259e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187931 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -24232604.000000 Penalty: 6029.268555
	Iteration 75Q: 3 clusters Score -2.42326e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187954 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -24232634.000000 Penalty: 6029.268555
	Iteration 76Q: 3 clusters Score -2.423263e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187976 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -24232638.000000 Penalty: 6029.268555
	Iteration 77Q: 3 clusters Score -2.423264e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188004 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -24232634.000000 Penalty: 6029.268555
	Iteration 78Q: 3 clusters Score -2.423263e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188024 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -24232608.000000 Penalty: 6029.268555
	Iteration 79Q: 3 clusters Score -2.423261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188042 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -24232640.000000 Penalty: 6029.268555
	Iteration 80F: 3 clusters Score -2.423264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188062 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -24232642.000000 Penalty: 6029.268555
	Iteration 81Q: 3 clusters Score -2.423264e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188079 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -24232630.000000 Penalty: 6029.268555
	Iteration 82Q: 3 clusters Score -2.423263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188094 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -24232620.000000 Penalty: 6029.268555
	Iteration 83Q: 3 clusters Score -2.423262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188104 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -24232632.000000 Penalty: 6029.268555
	Iteration 84Q: 3 clusters Score -2.423263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188113 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -24232638.000000 Penalty: 6029.268555
	Iteration 85Q: 3 clusters Score -2.423264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188116 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -24232626.000000 Penalty: 6029.268555
	Iteration 86Q: 3 clusters Score -2.423263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188119 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -24232626.000000 Penalty: 6029.268555
	Iteration 87Q: 3 clusters Score -2.423263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188125 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -24232630.000000 Penalty: 6029.268555
	Iteration 88Q: 3 clusters Score -2.423263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188131 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -24232640.000000 Penalty: 6029.268555
	Iteration 89Q: 3 clusters Score -2.423264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188137 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -24232632.000000 Penalty: 6029.268555
	Iteration 90Q: 3 clusters Score -2.423263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188138 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -24232646.000000 Penalty: 6029.268555
	Iteration 91Q: 3 clusters Score -2.423265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188142 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -24232632.000000 Penalty: 6029.268555
	Iteration 92Q: 3 clusters Score -2.423263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188147 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -24232642.000000 Penalty: 6029.268555
	Iteration 93Q: 3 clusters Score -2.423264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188150 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -24232624.000000 Penalty: 6029.268555
	Iteration 94Q: 3 clusters Score -2.423262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188151 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -24232634.000000 Penalty: 6029.268555
	Iteration 95Q: 3 clusters Score -2.423263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188151 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -24232634.000000 Penalty: 6029.268555
	Iteration 96F: 3 clusters Score -2.423263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (80597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Entering Unmasked Estep 
Score: -10208608.000000 Penalty: 2801.709717
	Iteration 0F: 2 clusters Score -1.020861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -10154739.000000 Penalty: 5603.419434
	Iteration 0F: 3 clusters Score -1.015474e+07 nChanged 37861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -10176103.000000 Penalty: 5603.419434
	Iteration 1F: 3 clusters Score -1.01761e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -10176825.000000 Penalty: 5603.419434
	Iteration 2Q: 3 clusters Score -1.017682e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -10177521.000000 Penalty: 5603.419434
	Iteration 3Q: 3 clusters Score -1.017752e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -10178429.000000 Penalty: 5603.419434
	Iteration 4Q: 3 clusters Score -1.017843e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -10179807.000000 Penalty: 5603.419434
	Iteration 5Q: 3 clusters Score -1.017981e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -10181994.000000 Penalty: 5603.419434
	Iteration 6F: 3 clusters Score -1.018199e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -10185754.000000 Penalty: 5603.419434
	Iteration 7F: 3 clusters Score -1.018575e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 65215 members 
Entering Unmasked Estep 
Score: -10191366.000000 Penalty: 5603.419434
	Iteration 8F: 3 clusters Score -1.019137e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 71763 members 
Entering Unmasked Estep 
Score: -10197617.000000 Penalty: 5603.419434
	Iteration 9F: 3 clusters Score -1.019762e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 76710 members 
Entering Unmasked Estep 
Score: -10202606.000000 Penalty: 5603.419434
	Iteration 10F: 3 clusters Score -1.020261e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 79130 members 
Entering Unmasked Estep 
Score: -10204919.000000 Penalty: 5603.419434
	Iteration 11Q: 3 clusters Score -1.020492e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -10205777.000000 Penalty: 5603.419434
	Iteration 12Q: 3 clusters Score -1.020578e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -10206072.000000 Penalty: 5603.419434
	Iteration 13Q: 3 clusters Score -1.020607e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 80226 members 
Entering Unmasked Estep 
Score: -10206182.000000 Penalty: 5603.419434
	Iteration 14Q: 3 clusters Score -1.020618e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -10206292.000000 Penalty: 5603.419434
	Iteration 15Q: 3 clusters Score -1.020629e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
Score: -10206373.000000 Penalty: 5603.419434
	Iteration 16Q: 3 clusters Score -1.020637e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 80237 members 
Entering Unmasked Estep 
Score: -10206467.000000 Penalty: 5603.419434
	Iteration 17Q: 3 clusters Score -1.020647e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 80238 members 
Entering Unmasked Estep 
Score: -10206536.000000 Penalty: 5603.419434
	Iteration 18Q: 3 clusters Score -1.020654e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 80224 members 
Entering Unmasked Estep 
Score: -10206609.000000 Penalty: 5603.419434
	Iteration 19Q: 3 clusters Score -1.020661e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 80215 members 
Entering Unmasked Estep 
Score: -10206636.000000 Penalty: 5603.419434
	Iteration 20F: 3 clusters Score -1.020664e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -10206667.000000 Penalty: 5603.419434
	Iteration 21Q: 3 clusters Score -1.020667e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 80180 members 
Entering Unmasked Estep 
Score: -10206694.000000 Penalty: 5603.419434
	Iteration 22Q: 3 clusters Score -1.020669e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 80167 members 
Entering Unmasked Estep 
Score: -10206717.000000 Penalty: 5603.419434
	Iteration 23Q: 3 clusters Score -1.020672e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 80144 members 
Entering Unmasked Estep 
Score: -10206743.000000 Penalty: 5603.419434
	Iteration 24Q: 3 clusters Score -1.020674e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
Score: -10206778.000000 Penalty: 5603.419434
	Iteration 25Q: 3 clusters Score -1.020678e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -10206807.000000 Penalty: 5603.419434
	Iteration 26Q: 3 clusters Score -1.020681e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 80074 members 
Entering Unmasked Estep 
Score: -10206871.000000 Penalty: 5603.419434
	Iteration 27Q: 3 clusters Score -1.020687e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 80045 members 
Entering Unmasked Estep 
Score: -10206924.000000 Penalty: 5603.419434
	Iteration 28Q: 3 clusters Score -1.020692e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
Score: -10206972.000000 Penalty: 5603.419434
	Iteration 29Q: 3 clusters Score -1.020697e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 79992 members 
Entering Unmasked Estep 
Score: -10207033.000000 Penalty: 5603.419434
	Iteration 30Q: 3 clusters Score -1.020703e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -10207076.000000 Penalty: 5603.419434
	Iteration 31Q: 3 clusters Score -1.020708e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -10207100.000000 Penalty: 5603.419434
	Iteration 32Q: 3 clusters Score -1.02071e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 79891 members 
Entering Unmasked Estep 
Score: -10207135.000000 Penalty: 5603.419434
	Iteration 33Q: 3 clusters Score -1.020714e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 79861 members 
Entering Unmasked Estep 
Score: -10207165.000000 Penalty: 5603.419434
	Iteration 34Q: 3 clusters Score -1.020716e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -10207190.000000 Penalty: 5603.419434
	Iteration 35Q: 3 clusters Score -1.020719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -10207198.000000 Penalty: 5603.419434
	Iteration 36Q: 3 clusters Score -1.02072e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -10207206.000000 Penalty: 5603.419434
	Iteration 37Q: 3 clusters Score -1.020721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -10207228.000000 Penalty: 5603.419434
	Iteration 38Q: 3 clusters Score -1.020723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 79768 members 
Entering Unmasked Estep 
Score: -10207238.000000 Penalty: 5603.419434
	Iteration 39Q: 3 clusters Score -1.020724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 79761 members 
Entering Unmasked Estep 
Score: -10207326.000000 Penalty: 5603.419434
	Iteration 40F: 3 clusters Score -1.020733e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -10207423.000000 Penalty: 5603.419434
	Iteration 41Q: 3 clusters Score -1.020742e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 79596 members 
Entering Unmasked Estep 
Score: -10207505.000000 Penalty: 5603.419434
	Iteration 42Q: 3 clusters Score -1.02075e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -10207591.000000 Penalty: 5603.419434
	Iteration 43Q: 3 clusters Score -1.020759e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -10207703.000000 Penalty: 5603.419434
	Iteration 44Q: 3 clusters Score -1.02077e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 79341 members 
Entering Unmasked Estep 
Score: -10207758.000000 Penalty: 5603.419434
	Iteration 45Q: 3 clusters Score -1.020776e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -10207795.000000 Penalty: 5603.419434
	Iteration 46Q: 3 clusters Score -1.02078e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
Score: -10207862.000000 Penalty: 5603.419434
	Iteration 47Q: 3 clusters Score -1.020786e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 79086 members 
Entering Unmasked Estep 
Score: -10207930.000000 Penalty: 5603.419434
	Iteration 48Q: 3 clusters Score -1.020793e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -10207967.000000 Penalty: 5603.419434
	Iteration 49Q: 3 clusters Score -1.020797e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 78937 members 
Entering Unmasked Estep 
Score: -10207990.000000 Penalty: 5603.419434
	Iteration 50Q: 3 clusters Score -1.020799e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 78874 members 
Entering Unmasked Estep 
Score: -10208061.000000 Penalty: 5603.419434
	Iteration 51Q: 3 clusters Score -1.020806e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -10208059.000000 Penalty: 5603.419434
	Iteration 52Q: 3 clusters Score -1.020806e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -10208092.000000 Penalty: 5603.419434
	Iteration 53Q: 3 clusters Score -1.020809e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -10208109.000000 Penalty: 5603.419434
	Iteration 54Q: 3 clusters Score -1.020811e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 78718 members 
Entering Unmasked Estep 
Score: -10208121.000000 Penalty: 5603.419434
	Iteration 55Q: 3 clusters Score -1.020812e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 78690 members 
Entering Unmasked Estep 
Score: -10208130.000000 Penalty: 5603.419434
	Iteration 56Q: 3 clusters Score -1.020813e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -10208137.000000 Penalty: 5603.419434
	Iteration 57Q: 3 clusters Score -1.020814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 78664 members 
Entering Unmasked Estep 
Score: -10208148.000000 Penalty: 5603.419434
	Iteration 58Q: 3 clusters Score -1.020815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 78654 members 
Entering Unmasked Estep 
Score: -10208149.000000 Penalty: 5603.419434
	Iteration 59Q: 3 clusters Score -1.020815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 78637 members 
Entering Unmasked Estep 
Score: -10208167.000000 Penalty: 5603.419434
	Iteration 60F: 3 clusters Score -1.020817e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 78601 members 
Entering Unmasked Estep 
Score: -10208180.000000 Penalty: 5603.419434
	Iteration 61Q: 3 clusters Score -1.020818e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -10208181.000000 Penalty: 5603.419434
	Iteration 62Q: 3 clusters Score -1.020818e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -10208193.000000 Penalty: 5603.419434
	Iteration 63Q: 3 clusters Score -1.020819e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 78517 members 
Entering Unmasked Estep 
Score: -10208211.000000 Penalty: 5603.419434
	Iteration 64Q: 3 clusters Score -1.020821e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 78489 members 
Entering Unmasked Estep 
Score: -10208203.000000 Penalty: 5603.419434
	Iteration 65Q: 3 clusters Score -1.02082e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 78460 members 
Entering Unmasked Estep 
Score: -10208207.000000 Penalty: 5603.419434
	Iteration 66Q: 3 clusters Score -1.020821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
Score: -10208225.000000 Penalty: 5603.419434
	Iteration 67Q: 3 clusters Score -1.020822e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -10208238.000000 Penalty: 5603.419434
	Iteration 68Q: 3 clusters Score -1.020824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 78388 members 
Entering Unmasked Estep 
Score: -10208245.000000 Penalty: 5603.419434
	Iteration 69Q: 3 clusters Score -1.020824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 78371 members 
Entering Unmasked Estep 
Score: -10208256.000000 Penalty: 5603.419434
	Iteration 70Q: 3 clusters Score -1.020826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 78354 members 
Entering Unmasked Estep 
Score: -10208254.000000 Penalty: 5603.419434
	Iteration 71Q: 3 clusters Score -1.020825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 78346 members 
Entering Unmasked Estep 
Score: -10208266.000000 Penalty: 5603.419434
	Iteration 72Q: 3 clusters Score -1.020827e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 78332 members 
Entering Unmasked Estep 
Score: -10208267.000000 Penalty: 5603.419434
	Iteration 73Q: 3 clusters Score -1.020827e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -10208276.000000 Penalty: 5603.419434
	Iteration 74Q: 3 clusters Score -1.020828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -10208276.000000 Penalty: 5603.419434
	Iteration 75Q: 3 clusters Score -1.020828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -10208282.000000 Penalty: 5603.419434
	Iteration 76Q: 3 clusters Score -1.020828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -10208279.000000 Penalty: 5603.419434
	Iteration 77Q: 3 clusters Score -1.020828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 78266 members 
Entering Unmasked Estep 
Score: -10208277.000000 Penalty: 5603.419434
	Iteration 78Q: 3 clusters Score -1.020828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -10208279.000000 Penalty: 5603.419434
	Iteration 79Q: 3 clusters Score -1.020828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
Score: -10208292.000000 Penalty: 5603.419434
	Iteration 80F: 3 clusters Score -1.020829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 78236 members 
Entering Unmasked Estep 
Score: -10208291.000000 Penalty: 5603.419434
	Iteration 81Q: 3 clusters Score -1.020829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -10208293.000000 Penalty: 5603.419434
	Iteration 82Q: 3 clusters Score -1.020829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -10208287.000000 Penalty: 5603.419434
	Iteration 83Q: 3 clusters Score -1.020829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 78214 members 
Entering Unmasked Estep 
Score: -10208308.000000 Penalty: 5603.419434
	Iteration 84Q: 3 clusters Score -1.020831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 78207 members 
Entering Unmasked Estep 
Score: -10208303.000000 Penalty: 5603.419434
	Iteration 85Q: 3 clusters Score -1.02083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -10208307.000000 Penalty: 5603.419434
	Iteration 86Q: 3 clusters Score -1.020831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 78198 members 
Entering Unmasked Estep 
Score: -10208315.000000 Penalty: 5603.419434
	Iteration 87Q: 3 clusters Score -1.020832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -10208311.000000 Penalty: 5603.419434
	Iteration 88Q: 3 clusters Score -1.020831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -10208315.000000 Penalty: 5603.419434
	Iteration 89Q: 3 clusters Score -1.020832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -10208309.000000 Penalty: 5603.419434
	Iteration 90Q: 3 clusters Score -1.020831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 78180 members 
Entering Unmasked Estep 
Score: -10208311.000000 Penalty: 5603.419434
	Iteration 91Q: 3 clusters Score -1.020831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 78172 members 
Entering Unmasked Estep 
Score: -10208319.000000 Penalty: 5603.419434
	Iteration 92Q: 3 clusters Score -1.020832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -10208319.000000 Penalty: 5603.419434
	Iteration 93Q: 3 clusters Score -1.020832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -10208323.000000 Penalty: 5603.419434
	Iteration 94Q: 3 clusters Score -1.020832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -10208316.000000 Penalty: 5603.419434
	Iteration 95Q: 3 clusters Score -1.020832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 78158 members 
Entering Unmasked Estep 
Score: -10208320.000000 Penalty: 5603.419434
	Iteration 96Q: 3 clusters Score -1.020832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -10208317.000000 Penalty: 5603.419434
	Iteration 97Q: 3 clusters Score -1.020832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -10208317.000000 Penalty: 5603.419434
	Iteration 98F: 3 clusters Score -1.020832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Entering Unmasked Estep 
Score: -464719.156250 Penalty: 2040.322754
	Iteration 0F: 2 clusters Score -464719.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -460954.750000 Penalty: 4080.645508
	Iteration 0F: 3 clusters Score -460954.8 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -461722.093750 Penalty: 4080.645508
	Iteration 1F: 3 clusters Score -461722.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -461935.718750 Penalty: 4080.645508
	Iteration 2F: 3 clusters Score -461935.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -462097.187500 Penalty: 4080.645508
	Iteration 3F: 3 clusters Score -462097.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -462252.781250 Penalty: 4080.645508
	Iteration 4Q: 3 clusters Score -462252.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -462377.875000 Penalty: 4080.645508
	Iteration 5Q: 3 clusters Score -462377.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -462465.437500 Penalty: 4080.645508
	Iteration 6Q: 3 clusters Score -462465.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -462549.093750 Penalty: 4080.645508
	Iteration 7Q: 3 clusters Score -462549.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -462652.718750 Penalty: 4080.645508
	Iteration 8Q: 3 clusters Score -462652.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -462782.437500 Penalty: 4080.645508
	Iteration 9Q: 3 clusters Score -462782.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -462992.312500 Penalty: 4080.645508
	Iteration 10Q: 3 clusters Score -462992.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -463312.562500 Penalty: 4080.645508
	Iteration 11Q: 3 clusters Score -463312.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -463807.312500 Penalty: 4080.645508
	Iteration 12F: 3 clusters Score -463807.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -464308.875000 Penalty: 4080.645508
	Iteration 13F: 3 clusters Score -464308.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -464596.687500 Penalty: 4080.645508
	Iteration 14Q: 3 clusters Score -464596.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -464703.593750 Penalty: 4080.645508
	Iteration 15Q: 3 clusters Score -464703.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -464755.031250 Penalty: 4080.645508
	Iteration 16Q: 3 clusters Score -464755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -464778.062500 Penalty: 4080.645508
	Iteration 17Q: 3 clusters Score -464778.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -464793.500000 Penalty: 4080.645508
	Iteration 18Q: 3 clusters Score -464793.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -464808.062500 Penalty: 4080.645508
	Iteration 19Q: 3 clusters Score -464808.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -464814.468750 Penalty: 4080.645508
	Iteration 20F: 3 clusters Score -464814.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -464816.625000 Penalty: 4080.645508
	Iteration 21Q: 3 clusters Score -464816.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -464821.218750 Penalty: 4080.645508
	Iteration 22Q: 3 clusters Score -464821.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -464821.843750 Penalty: 4080.645508
	Iteration 23Q: 3 clusters Score -464821.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -464823.812500 Penalty: 4080.645508
	Iteration 24Q: 3 clusters Score -464823.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -464824.750000 Penalty: 4080.645508
	Iteration 25Q: 3 clusters Score -464824.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -464826.000000 Penalty: 4080.645508
	Iteration 26Q: 3 clusters Score -464826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -464826.312500 Penalty: 4080.645508
	Iteration 27Q: 3 clusters Score -464826.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -464827.656250 Penalty: 4080.645508
	Iteration 28Q: 3 clusters Score -464827.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -464827.656250 Penalty: 4080.645508
	Iteration 29F: 3 clusters Score -464827.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 50520 members 
Mstep: Class 3 contains 77393 members 
Mstep: Class 4 contains 149859 members 
Mstep: Class 5 contains 159292 members 
Mstep: Class 6 contains 59221 members 
Mstep: Class 7 contains 2412 members 
Mstep: Class 8 contains 153750 members 
Mstep: Class 9 contains 24014 members 
Mstep: Class 10 contains 9741 members 
Mstep: Class 11 contains 158037 members 
Mstep: Class 12 contains 164113 members 
Mstep: Class 13 contains 822 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 190191 members 
Mstep: Class 16 contains 80597 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 1644 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2097 members 
Entering Unmasked Estep 
Score: -161291584.000000 Penalty: 73281.218750
Splitting cluster 18 changes total score from -161290512.000000 to -161291584.000000
So it's getting split into cluster 21.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 50520 members 
Mstep: Class 3 contains 77393 members 
Mstep: Class 4 contains 149859 members 
Mstep: Class 5 contains 159292 members 
Mstep: Class 6 contains 59221 members 
Mstep: Class 7 contains 2412 members 
Mstep: Class 8 contains 153750 members 
Mstep: Class 9 contains 24014 members 
Mstep: Class 10 contains 9741 members 
Mstep: Class 11 contains 158037 members 
Mstep: Class 12 contains 164113 members 
Mstep: Class 13 contains 822 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 15 contains 190191 members 
Mstep: Class 16 contains 80597 members 
Mstep: Class 18 contains 1644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3376.294678 but Gain 3489.578125
Score: -161295280.000000 Penalty: 69791.640625
Iteration 39Q: 21 clusters Score -1.612953e+08 nChanged 27415
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 51482 members 
Mstep: Class 3 contains 77811 members 
Mstep: Class 4 contains 149357 members 
Mstep: Class 5 contains 155893 members 
Mstep: Class 6 contains 60287 members 
Mstep: Class 8 contains 154383 members 
Mstep: Class 9 contains 24322 members 
Mstep: Class 10 contains 9782 members 
Mstep: Class 11 contains 158040 members 
Mstep: Class 12 contains 162477 members 
Mstep: Class 13 contains 822 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 15 contains 194738 members 
Mstep: Class 16 contains 80555 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 1667 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299408.000000 Penalty: 69791.640625
Iteration 40F: 21 clusters Score -1.612994e+08 nChanged 22773
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 52469 members 
Mstep: Class 3 contains 78115 members 
Mstep: Class 4 contains 148215 members 
Mstep: Class 5 contains 153813 members 
Mstep: Class 6 contains 61022 members 
Mstep: Class 8 contains 154395 members 
Mstep: Class 9 contains 24513 members 
Mstep: Class 10 contains 9801 members 
Mstep: Class 11 contains 157846 members 
Mstep: Class 12 contains 160596 members 
Mstep: Class 13 contains 822 members 
Mstep: Class 14 contains 1354 members 
Mstep: Class 15 contains 197881 members 
Mstep: Class 16 contains 80407 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 1864 members 
Mstep: Class 19 contains 3663 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301328.000000 Penalty: 69791.640625
Iteration 41Q: 21 clusters Score -1.613013e+08 nChanged 20106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 53417 members 
Mstep: Class 3 contains 78450 members 
Mstep: Class 4 contains 147622 members 
Mstep: Class 5 contains 152601 members 
Mstep: Class 6 contains 61609 members 
Mstep: Class 8 contains 154229 members 
Mstep: Class 9 contains 24662 members 
Mstep: Class 10 contains 9805 members 
Mstep: Class 11 contains 158073 members 
Mstep: Class 12 contains 159107 members 
Mstep: Class 13 contains 822 members 
Mstep: Class 14 contains 1248 members 
Mstep: Class 15 contains 199107 members 
Mstep: Class 16 contains 80285 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 1972 members 
Mstep: Class 19 contains 3763 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302480.000000 Penalty: 69791.640625
Iteration 42Q: 21 clusters Score -1.613025e+08 nChanged 18009
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 54435 members 
Mstep: Class 3 contains 78811 members 
Mstep: Class 4 contains 147322 members 
Mstep: Class 5 contains 151996 members 
Mstep: Class 6 contains 62095 members 
Mstep: Class 8 contains 154069 members 
Mstep: Class 9 contains 24807 members 
Mstep: Class 10 contains 9838 members 
Mstep: Class 11 contains 158515 members 
Mstep: Class 12 contains 158217 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 198589 members 
Mstep: Class 16 contains 80161 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 3865 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303232.000000 Penalty: 69791.640625
Iteration 43Q: 21 clusters Score -1.613032e+08 nChanged 16352
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 55538 members 
Mstep: Class 3 contains 79199 members 
Mstep: Class 4 contains 147069 members 
Mstep: Class 5 contains 151754 members 
Mstep: Class 6 contains 62547 members 
Mstep: Class 8 contains 153979 members 
Mstep: Class 9 contains 24943 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 159179 members 
Mstep: Class 12 contains 157843 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 196734 members 
Mstep: Class 16 contains 80084 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303552.000000 Penalty: 69791.640625
Iteration 44Q: 21 clusters Score -1.613036e+08 nChanged 15022
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 56592 members 
Mstep: Class 3 contains 79587 members 
Mstep: Class 4 contains 147016 members 
Mstep: Class 5 contains 151756 members 
Mstep: Class 6 contains 63016 members 
Mstep: Class 8 contains 153946 members 
Mstep: Class 9 contains 25078 members 
Mstep: Class 10 contains 9891 members 
Mstep: Class 11 contains 159944 members 
Mstep: Class 12 contains 157778 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 193972 members 
Mstep: Class 16 contains 80030 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2046 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303856.000000 Penalty: 69791.640625
Iteration 45Q: 21 clusters Score -1.613039e+08 nChanged 13906
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57690 members 
Mstep: Class 3 contains 79979 members 
Mstep: Class 4 contains 147173 members 
Mstep: Class 5 contains 151953 members 
Mstep: Class 6 contains 63471 members 
Mstep: Class 8 contains 153928 members 
Mstep: Class 9 contains 25178 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 160642 members 
Mstep: Class 12 contains 157985 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 190598 members 
Mstep: Class 16 contains 79977 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2050 members 
Mstep: Class 19 contains 4191 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305104.000000 Penalty: 69791.640625
Iteration 46Q: 21 clusters Score -1.613051e+08 nChanged 12850
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58795 members 
Mstep: Class 3 contains 80361 members 
Mstep: Class 4 contains 147379 members 
Mstep: Class 5 contains 152237 members 
Mstep: Class 6 contains 63941 members 
Mstep: Class 8 contains 153939 members 
Mstep: Class 9 contains 25288 members 
Mstep: Class 10 contains 9958 members 
Mstep: Class 11 contains 161343 members 
Mstep: Class 12 contains 158399 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 186842 members 
Mstep: Class 16 contains 79927 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 4282 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305904.000000 Penalty: 69791.640625
Iteration 47Q: 21 clusters Score -1.613059e+08 nChanged 11739
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59861 members 
Mstep: Class 3 contains 80757 members 
Mstep: Class 4 contains 147649 members 
Mstep: Class 5 contains 152617 members 
Mstep: Class 6 contains 64439 members 
Mstep: Class 8 contains 153885 members 
Mstep: Class 9 contains 25399 members 
Mstep: Class 10 contains 9992 members 
Mstep: Class 11 contains 161837 members 
Mstep: Class 12 contains 158770 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 183218 members 
Mstep: Class 16 contains 79868 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2054 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306464.000000 Penalty: 69791.640625
Iteration 48Q: 21 clusters Score -1.613065e+08 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60912 members 
Mstep: Class 3 contains 81039 members 
Mstep: Class 4 contains 147768 members 
Mstep: Class 5 contains 153121 members 
Mstep: Class 6 contains 64929 members 
Mstep: Class 8 contains 153866 members 
Mstep: Class 9 contains 25501 members 
Mstep: Class 10 contains 10031 members 
Mstep: Class 11 contains 162230 members 
Mstep: Class 12 contains 159286 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 179697 members 
Mstep: Class 16 contains 79800 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2052 members 
Mstep: Class 19 contains 4501 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306528.000000 Penalty: 69791.640625
Iteration 49Q: 21 clusters Score -1.613065e+08 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 61915 members 
Mstep: Class 3 contains 81258 members 
Mstep: Class 4 contains 147748 members 
Mstep: Class 5 contains 153706 members 
Mstep: Class 6 contains 65432 members 
Mstep: Class 8 contains 153750 members 
Mstep: Class 9 contains 25578 members 
Mstep: Class 10 contains 10063 members 
Mstep: Class 11 contains 162444 members 
Mstep: Class 12 contains 159665 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 176754 members 
Mstep: Class 16 contains 79728 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 4637 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306880.000000 Penalty: 69791.640625
Iteration 50Q: 21 clusters Score -1.613069e+08 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 62879 members 
Mstep: Class 3 contains 81418 members 
Mstep: Class 4 contains 147536 members 
Mstep: Class 5 contains 154435 members 
Mstep: Class 6 contains 65921 members 
Mstep: Class 8 contains 153584 members 
Mstep: Class 9 contains 25631 members 
Mstep: Class 10 contains 10084 members 
Mstep: Class 11 contains 162547 members 
Mstep: Class 12 contains 159999 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 174197 members 
Mstep: Class 16 contains 79682 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 4763 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161307712.000000 Penalty: 69791.640625
Iteration 51Q: 21 clusters Score -1.613077e+08 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63747 members 
Mstep: Class 3 contains 81508 members 
Mstep: Class 4 contains 147272 members 
Mstep: Class 5 contains 155252 members 
Mstep: Class 6 contains 66417 members 
Mstep: Class 8 contains 153409 members 
Mstep: Class 9 contains 25678 members 
Mstep: Class 10 contains 10099 members 
Mstep: Class 11 contains 162594 members 
Mstep: Class 12 contains 160303 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1201 members 
Mstep: Class 15 contains 171890 members 
Mstep: Class 16 contains 79625 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 4884 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308144.000000 Penalty: 69791.640625
Iteration 52Q: 21 clusters Score -1.613081e+08 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 64591 members 
Mstep: Class 3 contains 81602 members 
Mstep: Class 4 contains 146992 members 
Mstep: Class 5 contains 156201 members 
Mstep: Class 6 contains 66902 members 
Mstep: Class 8 contains 153228 members 
Mstep: Class 9 contains 25687 members 
Mstep: Class 10 contains 10128 members 
Mstep: Class 11 contains 162623 members 
Mstep: Class 12 contains 160498 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 169669 members 
Mstep: Class 16 contains 79554 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5001 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308928.000000 Penalty: 69791.640625
Iteration 53Q: 21 clusters Score -1.613089e+08 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 65330 members 
Mstep: Class 3 contains 81648 members 
Mstep: Class 4 contains 146708 members 
Mstep: Class 5 contains 157213 members 
Mstep: Class 6 contains 67415 members 
Mstep: Class 8 contains 153043 members 
Mstep: Class 9 contains 25693 members 
Mstep: Class 10 contains 10151 members 
Mstep: Class 11 contains 162566 members 
Mstep: Class 12 contains 160491 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 167836 members 
Mstep: Class 16 contains 79479 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2054 members 
Mstep: Class 19 contains 5100 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309040.000000 Penalty: 69791.640625
Iteration 54Q: 21 clusters Score -1.61309e+08 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 66050 members 
Mstep: Class 3 contains 81680 members 
Mstep: Class 4 contains 146344 members 
Mstep: Class 5 contains 158321 members 
Mstep: Class 6 contains 67930 members 
Mstep: Class 8 contains 152896 members 
Mstep: Class 9 contains 25663 members 
Mstep: Class 10 contains 10190 members 
Mstep: Class 11 contains 162457 members 
Mstep: Class 12 contains 160359 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 166160 members 
Mstep: Class 16 contains 79418 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5205 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309376.000000 Penalty: 69791.640625
Iteration 55Q: 21 clusters Score -1.613094e+08 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 66730 members 
Mstep: Class 3 contains 81631 members 
Mstep: Class 4 contains 145896 members 
Mstep: Class 5 contains 159637 members 
Mstep: Class 6 contains 68407 members 
Mstep: Class 8 contains 152708 members 
Mstep: Class 9 contains 25662 members 
Mstep: Class 10 contains 10218 members 
Mstep: Class 11 contains 162309 members 
Mstep: Class 12 contains 160160 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1202 members 
Mstep: Class 15 contains 164641 members 
Mstep: Class 16 contains 79360 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2054 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310224.000000 Penalty: 69791.640625
Iteration 56Q: 21 clusters Score -1.613102e+08 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 67378 members 
Mstep: Class 3 contains 81557 members 
Mstep: Class 4 contains 145399 members 
Mstep: Class 5 contains 160978 members 
Mstep: Class 6 contains 68942 members 
Mstep: Class 8 contains 152492 members 
Mstep: Class 9 contains 25658 members 
Mstep: Class 10 contains 10254 members 
Mstep: Class 11 contains 162081 members 
Mstep: Class 12 contains 159826 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 163392 members 
Mstep: Class 16 contains 79289 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2052 members 
Mstep: Class 19 contains 5428 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310032.000000 Penalty: 69791.640625
Iteration 57Q: 21 clusters Score -1.6131e+08 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 68021 members 
Mstep: Class 3 contains 81493 members 
Mstep: Class 4 contains 144880 members 
Mstep: Class 5 contains 162256 members 
Mstep: Class 6 contains 69489 members 
Mstep: Class 8 contains 152258 members 
Mstep: Class 9 contains 25632 members 
Mstep: Class 10 contains 10290 members 
Mstep: Class 11 contains 161838 members 
Mstep: Class 12 contains 159488 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 162261 members 
Mstep: Class 16 contains 79230 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 5533 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310304.000000 Penalty: 69791.640625
Iteration 58Q: 21 clusters Score -1.613103e+08 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 68575 members 
Mstep: Class 3 contains 81436 members 
Mstep: Class 4 contains 144425 members 
Mstep: Class 5 contains 163438 members 
Mstep: Class 6 contains 70029 members 
Mstep: Class 8 contains 152090 members 
Mstep: Class 9 contains 25614 members 
Mstep: Class 10 contains 10324 members 
Mstep: Class 11 contains 161561 members 
Mstep: Class 12 contains 159079 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 161302 members 
Mstep: Class 16 contains 79166 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2048 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310752.000000 Penalty: 69791.640625
Iteration 59Q: 21 clusters Score -1.613108e+08 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 69044 members 
Mstep: Class 3 contains 81353 members 
Mstep: Class 4 contains 143973 members 
Mstep: Class 5 contains 164575 members 
Mstep: Class 6 contains 70586 members 
Mstep: Class 8 contains 151934 members 
Mstep: Class 9 contains 25598 members 
Mstep: Class 10 contains 10347 members 
Mstep: Class 11 contains 161217 members 
Mstep: Class 12 contains 158655 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1202 members 
Mstep: Class 15 contains 160558 members 
Mstep: Class 16 contains 79094 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2046 members 
Mstep: Class 19 contains 5746 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311568.000000 Penalty: 69791.640625
Iteration 60F: 21 clusters Score -1.613116e+08 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 69439 members 
Mstep: Class 3 contains 81271 members 
Mstep: Class 4 contains 143557 members 
Mstep: Class 5 contains 165635 members 
Mstep: Class 6 contains 71156 members 
Mstep: Class 8 contains 151789 members 
Mstep: Class 9 contains 25582 members 
Mstep: Class 10 contains 10366 members 
Mstep: Class 11 contains 160865 members 
Mstep: Class 12 contains 158314 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 159838 members 
Mstep: Class 16 contains 79027 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2048 members 
Mstep: Class 19 contains 5842 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312304.000000 Penalty: 69791.640625
Iteration 61Q: 21 clusters Score -1.613123e+08 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 69813 members 
Mstep: Class 3 contains 81151 members 
Mstep: Class 4 contains 143088 members 
Mstep: Class 5 contains 166523 members 
Mstep: Class 6 contains 71714 members 
Mstep: Class 8 contains 151619 members 
Mstep: Class 9 contains 25566 members 
Mstep: Class 10 contains 10373 members 
Mstep: Class 11 contains 160553 members 
Mstep: Class 12 contains 158039 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 159304 members 
Mstep: Class 16 contains 78983 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2047 members 
Mstep: Class 19 contains 5955 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312272.000000 Penalty: 69791.640625
Iteration 62Q: 21 clusters Score -1.613123e+08 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 70127 members 
Mstep: Class 3 contains 81041 members 
Mstep: Class 4 contains 142598 members 
Mstep: Class 5 contains 167182 members 
Mstep: Class 6 contains 72307 members 
Mstep: Class 8 contains 151454 members 
Mstep: Class 9 contains 25526 members 
Mstep: Class 10 contains 10387 members 
Mstep: Class 11 contains 160278 members 
Mstep: Class 12 contains 157925 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 158842 members 
Mstep: Class 16 contains 78954 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2046 members 
Mstep: Class 19 contains 6058 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312848.000000 Penalty: 69791.640625
Iteration 63Q: 21 clusters Score -1.613128e+08 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 70394 members 
Mstep: Class 3 contains 80851 members 
Mstep: Class 4 contains 142099 members 
Mstep: Class 5 contains 167756 members 
Mstep: Class 6 contains 72821 members 
Mstep: Class 8 contains 151280 members 
Mstep: Class 9 contains 25489 members 
Mstep: Class 10 contains 10400 members 
Mstep: Class 11 contains 159979 members 
Mstep: Class 12 contains 157903 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 158642 members 
Mstep: Class 16 contains 78896 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2048 members 
Mstep: Class 19 contains 6167 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161313184.000000 Penalty: 69791.640625
Iteration 64Q: 21 clusters Score -1.613132e+08 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 70619 members 
Mstep: Class 3 contains 80688 members 
Mstep: Class 4 contains 141655 members 
Mstep: Class 5 contains 168137 members 
Mstep: Class 6 contains 73293 members 
Mstep: Class 8 contains 151094 members 
Mstep: Class 9 contains 25423 members 
Mstep: Class 10 contains 10413 members 
Mstep: Class 11 contains 159697 members 
Mstep: Class 12 contains 157972 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 158532 members 
Mstep: Class 16 contains 78876 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2045 members 
Mstep: Class 19 contains 6282 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161313664.000000 Penalty: 69791.640625
Iteration 65Q: 21 clusters Score -1.613137e+08 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 70834 members 
Mstep: Class 3 contains 80525 members 
Mstep: Class 4 contains 141238 members 
Mstep: Class 5 contains 168293 members 
Mstep: Class 6 contains 73741 members 
Mstep: Class 8 contains 150952 members 
Mstep: Class 9 contains 25369 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 159399 members 
Mstep: Class 12 contains 158105 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 158543 members 
Mstep: Class 16 contains 78860 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2046 members 
Mstep: Class 19 contains 6401 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161314352.000000 Penalty: 69791.640625
Iteration 66Q: 21 clusters Score -1.613144e+08 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 71013 members 
Mstep: Class 3 contains 80364 members 
Mstep: Class 4 contains 140892 members 
Mstep: Class 5 contains 168183 members 
Mstep: Class 6 contains 74178 members 
Mstep: Class 8 contains 150788 members 
Mstep: Class 9 contains 25325 members 
Mstep: Class 10 contains 10429 members 
Mstep: Class 11 contains 159171 members 
Mstep: Class 12 contains 158330 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 158636 members 
Mstep: Class 16 contains 78853 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2046 members 
Mstep: Class 19 contains 6517 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161314288.000000 Penalty: 69791.640625
Iteration 67Q: 21 clusters Score -1.613143e+08 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 71207 members 
Mstep: Class 3 contains 80207 members 
Mstep: Class 4 contains 140606 members 
Mstep: Class 5 contains 168001 members 
Mstep: Class 6 contains 74555 members 
Mstep: Class 8 contains 150636 members 
Mstep: Class 9 contains 25266 members 
Mstep: Class 10 contains 10442 members 
Mstep: Class 11 contains 158907 members 
Mstep: Class 12 contains 158514 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 158854 members 
Mstep: Class 16 contains 78838 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2045 members 
Mstep: Class 19 contains 6646 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161314560.000000 Penalty: 69791.640625
Iteration 68Q: 21 clusters Score -1.613146e+08 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 71389 members 
Mstep: Class 3 contains 80038 members 
Mstep: Class 4 contains 140391 members 
Mstep: Class 5 contains 167680 members 
Mstep: Class 6 contains 74901 members 
Mstep: Class 8 contains 150500 members 
Mstep: Class 9 contains 25213 members 
Mstep: Class 10 contains 10449 members 
Mstep: Class 11 contains 158730 members 
Mstep: Class 12 contains 158740 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 159065 members 
Mstep: Class 16 contains 78813 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2045 members 
Mstep: Class 19 contains 6768 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161314912.000000 Penalty: 69791.640625
Iteration 69Q: 21 clusters Score -1.613149e+08 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 71551 members 
Mstep: Class 3 contains 79869 members 
Mstep: Class 4 contains 140229 members 
Mstep: Class 5 contains 167211 members 
Mstep: Class 6 contains 75228 members 
Mstep: Class 8 contains 150452 members 
Mstep: Class 9 contains 25159 members 
Mstep: Class 10 contains 10457 members 
Mstep: Class 11 contains 158542 members 
Mstep: Class 12 contains 158996 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 159317 members 
Mstep: Class 16 contains 78801 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 6866 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315456.000000 Penalty: 69791.640625
Iteration 70Q: 21 clusters Score -1.613155e+08 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 71713 members 
Mstep: Class 3 contains 79699 members 
Mstep: Class 4 contains 140111 members 
Mstep: Class 5 contains 166711 members 
Mstep: Class 6 contains 75556 members 
Mstep: Class 8 contains 150443 members 
Mstep: Class 9 contains 25102 members 
Mstep: Class 10 contains 10453 members 
Mstep: Class 11 contains 158310 members 
Mstep: Class 12 contains 159300 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 159536 members 
Mstep: Class 16 contains 78796 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 6950 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315888.000000 Penalty: 69791.640625
Iteration 71Q: 21 clusters Score -1.613159e+08 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 71877 members 
Mstep: Class 3 contains 79537 members 
Mstep: Class 4 contains 140020 members 
Mstep: Class 5 contains 166228 members 
Mstep: Class 6 contains 75795 members 
Mstep: Class 8 contains 150452 members 
Mstep: Class 9 contains 25070 members 
Mstep: Class 10 contains 10457 members 
Mstep: Class 11 contains 158120 members 
Mstep: Class 12 contains 159490 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 159799 members 
Mstep: Class 16 contains 78786 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 7049 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316368.000000 Penalty: 69791.640625
Iteration 72Q: 21 clusters Score -1.613164e+08 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72034 members 
Mstep: Class 3 contains 79396 members 
Mstep: Class 4 contains 139920 members 
Mstep: Class 5 contains 165681 members 
Mstep: Class 6 contains 76002 members 
Mstep: Class 8 contains 150448 members 
Mstep: Class 9 contains 25044 members 
Mstep: Class 10 contains 10469 members 
Mstep: Class 11 contains 157956 members 
Mstep: Class 12 contains 159757 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 160038 members 
Mstep: Class 16 contains 78789 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 7146 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316672.000000 Penalty: 69791.640625
Iteration 73Q: 21 clusters Score -1.613167e+08 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72189 members 
Mstep: Class 3 contains 79252 members 
Mstep: Class 4 contains 139917 members 
Mstep: Class 5 contains 165013 members 
Mstep: Class 6 contains 76200 members 
Mstep: Class 8 contains 150428 members 
Mstep: Class 9 contains 25013 members 
Mstep: Class 10 contains 10480 members 
Mstep: Class 11 contains 157794 members 
Mstep: Class 12 contains 160043 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 160309 members 
Mstep: Class 16 contains 78804 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 7238 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316976.000000 Penalty: 69791.640625
Iteration 74Q: 21 clusters Score -1.61317e+08 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72338 members 
Mstep: Class 3 contains 79113 members 
Mstep: Class 4 contains 139928 members 
Mstep: Class 5 contains 164356 members 
Mstep: Class 6 contains 76352 members 
Mstep: Class 8 contains 150444 members 
Mstep: Class 9 contains 24978 members 
Mstep: Class 10 contains 10484 members 
Mstep: Class 11 contains 157682 members 
Mstep: Class 12 contains 160280 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 160607 members 
Mstep: Class 16 contains 78802 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 7315 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317072.000000 Penalty: 69791.640625
Iteration 75Q: 21 clusters Score -1.613171e+08 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72455 members 
Mstep: Class 3 contains 78988 members 
Mstep: Class 4 contains 139952 members 
Mstep: Class 5 contains 163634 members 
Mstep: Class 6 contains 76491 members 
Mstep: Class 8 contains 150501 members 
Mstep: Class 9 contains 24947 members 
Mstep: Class 10 contains 10481 members 
Mstep: Class 11 contains 157615 members 
Mstep: Class 12 contains 160540 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 160896 members 
Mstep: Class 16 contains 78796 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 7383 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317232.000000 Penalty: 69791.640625
Iteration 76Q: 21 clusters Score -1.613172e+08 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72596 members 
Mstep: Class 3 contains 78875 members 
Mstep: Class 4 contains 140014 members 
Mstep: Class 5 contains 162849 members 
Mstep: Class 6 contains 76632 members 
Mstep: Class 8 contains 150565 members 
Mstep: Class 9 contains 24903 members 
Mstep: Class 10 contains 10473 members 
Mstep: Class 11 contains 157507 members 
Mstep: Class 12 contains 160859 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 161170 members 
Mstep: Class 16 contains 78801 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 7436 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317408.000000 Penalty: 69791.640625
Iteration 77Q: 21 clusters Score -1.613174e+08 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72745 members 
Mstep: Class 3 contains 78784 members 
Mstep: Class 4 contains 140096 members 
Mstep: Class 5 contains 162064 members 
Mstep: Class 6 contains 76766 members 
Mstep: Class 8 contains 150648 members 
Mstep: Class 9 contains 24864 members 
Mstep: Class 10 contains 10475 members 
Mstep: Class 11 contains 157381 members 
Mstep: Class 12 contains 161178 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 161391 members 
Mstep: Class 16 contains 78805 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 7481 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317888.000000 Penalty: 69791.640625
Iteration 78Q: 21 clusters Score -1.613179e+08 nChanged 3755
Entering ConstructFrom: 
Score: -161317888.000000 Penalty: 69791.640625
Entering ConstructFrom: 
Trying to split cluster 1 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -69546.132812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -69546.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67978.773438 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -67978.77 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -68550.226562 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -68550.23 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -68923.453125 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -68923.45 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -69324.921875 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -69324.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -69758.390625 Penalty: 3220.151123
	Iteration 4F: 3 clusters Score -69758.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -70049.984375 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -70049.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -70163.179688 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -70163.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -70292.062500 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -70292.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -70444.906250 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -70444.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -70489.929688 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -70489.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -70489.929688 Penalty: 3220.151123
	Iteration 10F: 3 clusters Score -70489.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 72919 members 
Mstep: Class 3 contains 78712 members 
Mstep: Class 4 contains 140182 members 
Mstep: Class 5 contains 161242 members 
Mstep: Class 6 contains 76889 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 150696 members 
Mstep: Class 9 contains 24840 members 
Mstep: Class 10 contains 10474 members 
Mstep: Class 11 contains 157312 members 
Mstep: Class 12 contains 161463 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 161643 members 
Mstep: Class 16 contains 78796 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2045 members 
Mstep: Class 19 contains 7510 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
Score: -161317120.000000 Penalty: 73281.218750
Splitting cluster 1 changes total score from -161317888.000000 to -161317120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (72919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72919 members 
Entering Unmasked Estep 
Score: -9293961.000000 Penalty: 2776.881836
	Iteration 0F: 2 clusters Score -9293961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -9245068.000000 Penalty: 5553.763672
	Iteration 0F: 3 clusters Score -9245068 nChanged 34030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -9264356.000000 Penalty: 5553.763672
	Iteration 1F: 3 clusters Score -9264356 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -9265267.000000 Penalty: 5553.763672
	Iteration 2Q: 3 clusters Score -9265267 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -9266334.000000 Penalty: 5553.763672
	Iteration 3Q: 3 clusters Score -9266334 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -9268186.000000 Penalty: 5553.763672
	Iteration 4F: 3 clusters Score -9268186 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -9271168.000000 Penalty: 5553.763672
	Iteration 5F: 3 clusters Score -9271168 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -9275653.000000 Penalty: 5553.763672
	Iteration 6F: 3 clusters Score -9275653 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -9281054.000000 Penalty: 5553.763672
	Iteration 7F: 3 clusters Score -9281054 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -9285974.000000 Penalty: 5553.763672
	Iteration 8F: 3 clusters Score -9285974 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 67214 members 
Entering Unmasked Estep 
Score: -9288825.000000 Penalty: 5553.763672
	Iteration 9Q: 3 clusters Score -9288825 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -9290378.000000 Penalty: 5553.763672
	Iteration 10Q: 3 clusters Score -9290378 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -9291087.000000 Penalty: 5553.763672
	Iteration 11Q: 3 clusters Score -9291087 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
Score: -9291424.000000 Penalty: 5553.763672
	Iteration 12Q: 3 clusters Score -9291424 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 70019 members 
Entering Unmasked Estep 
Score: -9291592.000000 Penalty: 5553.763672
	Iteration 13Q: 3 clusters Score -9291592 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -9291674.000000 Penalty: 5553.763672
	Iteration 14Q: 3 clusters Score -9291674 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
Score: -9291727.000000 Penalty: 5553.763672
	Iteration 15Q: 3 clusters Score -9291727 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -9291761.000000 Penalty: 5553.763672
	Iteration 16Q: 3 clusters Score -9291761 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 70640 members 
Entering Unmasked Estep 
Score: -9291774.000000 Penalty: 5553.763672
	Iteration 17Q: 3 clusters Score -9291774 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 70735 members 
Entering Unmasked Estep 
Score: -9291817.000000 Penalty: 5553.763672
	Iteration 18Q: 3 clusters Score -9291817 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
Score: -9291836.000000 Penalty: 5553.763672
	Iteration 19Q: 3 clusters Score -9291836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 70892 members 
Entering Unmasked Estep 
Score: -9291859.000000 Penalty: 5553.763672
	Iteration 20F: 3 clusters Score -9291859 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 70944 members 
Entering Unmasked Estep 
Score: -9291871.000000 Penalty: 5553.763672
	Iteration 21Q: 3 clusters Score -9291871 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 71001 members 
Entering Unmasked Estep 
Score: -9291877.000000 Penalty: 5553.763672
	Iteration 22Q: 3 clusters Score -9291877 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -9291897.000000 Penalty: 5553.763672
	Iteration 23Q: 3 clusters Score -9291897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -9291895.000000 Penalty: 5553.763672
	Iteration 24Q: 3 clusters Score -9291895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -9291898.000000 Penalty: 5553.763672
	Iteration 25Q: 3 clusters Score -9291898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -9291909.000000 Penalty: 5553.763672
	Iteration 26Q: 3 clusters Score -9291909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 71202 members 
Entering Unmasked Estep 
Score: -9291946.000000 Penalty: 5553.763672
	Iteration 27Q: 3 clusters Score -9291946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -9291962.000000 Penalty: 5553.763672
	Iteration 28Q: 3 clusters Score -9291962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 71261 members 
Entering Unmasked Estep 
Score: -9291960.000000 Penalty: 5553.763672
	Iteration 29Q: 3 clusters Score -9291960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 71289 members 
Entering Unmasked Estep 
Score: -9291945.000000 Penalty: 5553.763672
	Iteration 30Q: 3 clusters Score -9291945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 71313 members 
Entering Unmasked Estep 
Score: -9291947.000000 Penalty: 5553.763672
	Iteration 31Q: 3 clusters Score -9291947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 71324 members 
Entering Unmasked Estep 
Score: -9291936.000000 Penalty: 5553.763672
	Iteration 32Q: 3 clusters Score -9291936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -9291932.000000 Penalty: 5553.763672
	Iteration 33Q: 3 clusters Score -9291932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -9291941.000000 Penalty: 5553.763672
	Iteration 34Q: 3 clusters Score -9291941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 71377 members 
Entering Unmasked Estep 
Score: -9291941.000000 Penalty: 5553.763672
	Iteration 35Q: 3 clusters Score -9291941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 71382 members 
Entering Unmasked Estep 
Score: -9291945.000000 Penalty: 5553.763672
	Iteration 36Q: 3 clusters Score -9291945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 71386 members 
Entering Unmasked Estep 
Score: -9291950.000000 Penalty: 5553.763672
	Iteration 37Q: 3 clusters Score -9291950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -9291951.000000 Penalty: 5553.763672
	Iteration 38Q: 3 clusters Score -9291951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
Score: -9291956.000000 Penalty: 5553.763672
	Iteration 39Q: 3 clusters Score -9291956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
Score: -9291956.000000 Penalty: 5553.763672
	Iteration 40F: 3 clusters Score -9291956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (78712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78712 members 
Entering Unmasked Estep 
Score: -10111492.000000 Penalty: 2795.840576
	Iteration 0F: 2 clusters Score -1.011149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -10058778.000000 Penalty: 5591.681152
	Iteration 0F: 3 clusters Score -1.005878e+07 nChanged 36831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -10079434.000000 Penalty: 5591.681152
	Iteration 1F: 3 clusters Score -1.007943e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -10080107.000000 Penalty: 5591.681152
	Iteration 2Q: 3 clusters Score -1.008011e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -10080851.000000 Penalty: 5591.681152
	Iteration 3Q: 3 clusters Score -1.008085e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -10081867.000000 Penalty: 5591.681152
	Iteration 4Q: 3 clusters Score -1.008187e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -10083371.000000 Penalty: 5591.681152
	Iteration 5Q: 3 clusters Score -1.008337e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -10085691.000000 Penalty: 5591.681152
	Iteration 6Q: 3 clusters Score -1.008569e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -10089071.000000 Penalty: 5591.681152
	Iteration 7F: 3 clusters Score -1.008907e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 61905 members 
Entering Unmasked Estep 
Score: -10093734.000000 Penalty: 5591.681152
	Iteration 8F: 3 clusters Score -1.009373e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -10099138.000000 Penalty: 5591.681152
	Iteration 9F: 3 clusters Score -1.009914e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -10103550.000000 Penalty: 5591.681152
	Iteration 10F: 3 clusters Score -1.010355e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 75721 members 
Entering Unmasked Estep 
Score: -10106389.000000 Penalty: 5591.681152
	Iteration 11Q: 3 clusters Score -1.010639e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -10107892.000000 Penalty: 5591.681152
	Iteration 12Q: 3 clusters Score -1.010789e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 77948 members 
Entering Unmasked Estep 
Score: -10108515.000000 Penalty: 5591.681152
	Iteration 13Q: 3 clusters Score -1.010852e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 78172 members 
Entering Unmasked Estep 
Score: -10108737.000000 Penalty: 5591.681152
	Iteration 14Q: 3 clusters Score -1.010874e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 78268 members 
Entering Unmasked Estep 
Score: -10108846.000000 Penalty: 5591.681152
	Iteration 15Q: 3 clusters Score -1.010885e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 78309 members 
Entering Unmasked Estep 
Score: -10108917.000000 Penalty: 5591.681152
	Iteration 16Q: 3 clusters Score -1.010892e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -10108969.000000 Penalty: 5591.681152
	Iteration 17Q: 3 clusters Score -1.010897e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 78363 members 
Entering Unmasked Estep 
Score: -10108998.000000 Penalty: 5591.681152
	Iteration 18Q: 3 clusters Score -1.0109e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -10109028.000000 Penalty: 5591.681152
	Iteration 19Q: 3 clusters Score -1.010903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -10109047.000000 Penalty: 5591.681152
	Iteration 20F: 3 clusters Score -1.010905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 78396 members 
Entering Unmasked Estep 
Score: -10109051.000000 Penalty: 5591.681152
	Iteration 21Q: 3 clusters Score -1.010905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -10109055.000000 Penalty: 5591.681152
	Iteration 22Q: 3 clusters Score -1.010906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -10109067.000000 Penalty: 5591.681152
	Iteration 23Q: 3 clusters Score -1.010907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 78405 members 
Entering Unmasked Estep 
Score: -10109063.000000 Penalty: 5591.681152
	Iteration 24Q: 3 clusters Score -1.010906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -10109071.000000 Penalty: 5591.681152
	Iteration 25Q: 3 clusters Score -1.010907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 78415 members 
Entering Unmasked Estep 
Score: -10109074.000000 Penalty: 5591.681152
	Iteration 26Q: 3 clusters Score -1.010907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 78418 members 
Entering Unmasked Estep 
Score: -10109076.000000 Penalty: 5591.681152
	Iteration 27Q: 3 clusters Score -1.010908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 78421 members 
Entering Unmasked Estep 
Score: -10109082.000000 Penalty: 5591.681152
	Iteration 28Q: 3 clusters Score -1.010908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -10109081.000000 Penalty: 5591.681152
	Iteration 29Q: 3 clusters Score -1.010908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -10109081.000000 Penalty: 5591.681152
	Iteration 30F: 3 clusters Score -1.010908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (140182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140182 members 
Entering Unmasked Estep 
Score: -17899892.000000 Penalty: 2938.972656
	Iteration 0F: 2 clusters Score -1.789989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69979 members 
Mstep: Class 2 contains 70203 members 
Entering Unmasked Estep 
Score: -17807018.000000 Penalty: 5877.945312
	Iteration 0F: 3 clusters Score -1.780702e+07 nChanged 66962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -17845628.000000 Penalty: 5877.945312
	Iteration 1F: 3 clusters Score -1.784563e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67758 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -17846702.000000 Penalty: 5877.945312
	Iteration 2Q: 3 clusters Score -1.78467e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 73344 members 
Entering Unmasked Estep 
Score: -17847926.000000 Penalty: 5877.945312
	Iteration 3Q: 3 clusters Score -1.784793e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65638 members 
Mstep: Class 2 contains 74544 members 
Entering Unmasked Estep 
Score: -17849598.000000 Penalty: 5877.945312
	Iteration 4Q: 3 clusters Score -1.78496e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -17851980.000000 Penalty: 5877.945312
	Iteration 5Q: 3 clusters Score -1.785198e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 78015 members 
Entering Unmasked Estep 
Score: -17855686.000000 Penalty: 5877.945312
	Iteration 6Q: 3 clusters Score -1.785569e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 79978 members 
Entering Unmasked Estep 
Score: -17860950.000000 Penalty: 5877.945312
	Iteration 7F: 3 clusters Score -1.786095e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 81742 members 
Entering Unmasked Estep 
Score: -17867478.000000 Penalty: 5877.945312
	Iteration 8F: 3 clusters Score -1.786748e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -17874036.000000 Penalty: 5877.945312
	Iteration 9F: 3 clusters Score -1.787404e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 84095 members 
Entering Unmasked Estep 
Score: -17878254.000000 Penalty: 5877.945312
	Iteration 10F: 3 clusters Score -1.787825e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 85017 members 
Entering Unmasked Estep 
Score: -17880110.000000 Penalty: 5877.945312
	Iteration 11Q: 3 clusters Score -1.788011e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -17880898.000000 Penalty: 5877.945312
	Iteration 12Q: 3 clusters Score -1.78809e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 87013 members 
Entering Unmasked Estep 
Score: -17881384.000000 Penalty: 5877.945312
	Iteration 13Q: 3 clusters Score -1.788138e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -17881766.000000 Penalty: 5877.945312
	Iteration 14Q: 3 clusters Score -1.788177e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 89212 members 
Entering Unmasked Estep 
Score: -17882076.000000 Penalty: 5877.945312
	Iteration 15Q: 3 clusters Score -1.788208e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 90434 members 
Entering Unmasked Estep 
Score: -17882520.000000 Penalty: 5877.945312
	Iteration 16Q: 3 clusters Score -1.788252e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 91729 members 
Entering Unmasked Estep 
Score: -17882898.000000 Penalty: 5877.945312
	Iteration 17Q: 3 clusters Score -1.78829e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 93068 members 
Entering Unmasked Estep 
Score: -17883220.000000 Penalty: 5877.945312
	Iteration 18Q: 3 clusters Score -1.788322e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 94460 members 
Entering Unmasked Estep 
Score: -17883574.000000 Penalty: 5877.945312
	Iteration 19Q: 3 clusters Score -1.788357e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 95851 members 
Entering Unmasked Estep 
Score: -17883934.000000 Penalty: 5877.945312
	Iteration 20F: 3 clusters Score -1.788393e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 97321 members 
Entering Unmasked Estep 
Score: -17884374.000000 Penalty: 5877.945312
	Iteration 21Q: 3 clusters Score -1.788437e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 98783 members 
Entering Unmasked Estep 
Score: -17884792.000000 Penalty: 5877.945312
	Iteration 22Q: 3 clusters Score -1.788479e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 100289 members 
Entering Unmasked Estep 
Score: -17885120.000000 Penalty: 5877.945312
	Iteration 23Q: 3 clusters Score -1.788512e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 101776 members 
Entering Unmasked Estep 
Score: -17885490.000000 Penalty: 5877.945312
	Iteration 24Q: 3 clusters Score -1.788549e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -17885894.000000 Penalty: 5877.945312
	Iteration 25Q: 3 clusters Score -1.788589e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 104811 members 
Entering Unmasked Estep 
Score: -17886242.000000 Penalty: 5877.945312
	Iteration 26Q: 3 clusters Score -1.788624e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 106372 members 
Entering Unmasked Estep 
Score: -17886560.000000 Penalty: 5877.945312
	Iteration 27Q: 3 clusters Score -1.788656e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 107855 members 
Entering Unmasked Estep 
Score: -17886830.000000 Penalty: 5877.945312
	Iteration 28Q: 3 clusters Score -1.788683e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 109360 members 
Entering Unmasked Estep 
Score: -17887198.000000 Penalty: 5877.945312
	Iteration 29Q: 3 clusters Score -1.78872e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 110845 members 
Entering Unmasked Estep 
Score: -17887636.000000 Penalty: 5877.945312
	Iteration 30Q: 3 clusters Score -1.788764e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 112336 members 
Entering Unmasked Estep 
Score: -17888048.000000 Penalty: 5877.945312
	Iteration 31Q: 3 clusters Score -1.788805e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 113780 members 
Entering Unmasked Estep 
Score: -17888428.000000 Penalty: 5877.945312
	Iteration 32Q: 3 clusters Score -1.788843e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 115180 members 
Entering Unmasked Estep 
Score: -17888812.000000 Penalty: 5877.945312
	Iteration 33Q: 3 clusters Score -1.788881e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 116586 members 
Entering Unmasked Estep 
Score: -17889226.000000 Penalty: 5877.945312
	Iteration 34Q: 3 clusters Score -1.788923e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 117973 members 
Entering Unmasked Estep 
Score: -17889598.000000 Penalty: 5877.945312
	Iteration 35Q: 3 clusters Score -1.78896e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 119357 members 
Entering Unmasked Estep 
Score: -17890006.000000 Penalty: 5877.945312
	Iteration 36Q: 3 clusters Score -1.789001e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 120731 members 
Entering Unmasked Estep 
Score: -17890464.000000 Penalty: 5877.945312
	Iteration 37Q: 3 clusters Score -1.789046e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 122103 members 
Entering Unmasked Estep 
Score: -17890922.000000 Penalty: 5877.945312
	Iteration 38Q: 3 clusters Score -1.789092e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 123431 members 
Entering Unmasked Estep 
Score: -17891434.000000 Penalty: 5877.945312
	Iteration 39Q: 3 clusters Score -1.789143e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 124768 members 
Entering Unmasked Estep 
Score: -17891908.000000 Penalty: 5877.945312
	Iteration 40F: 3 clusters Score -1.789191e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 126083 members 
Entering Unmasked Estep 
Score: -17892378.000000 Penalty: 5877.945312
	Iteration 41Q: 3 clusters Score -1.789238e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 127293 members 
Entering Unmasked Estep 
Score: -17892850.000000 Penalty: 5877.945312
	Iteration 42Q: 3 clusters Score -1.789285e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 128429 members 
Entering Unmasked Estep 
Score: -17893252.000000 Penalty: 5877.945312
	Iteration 43Q: 3 clusters Score -1.789325e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 129487 members 
Entering Unmasked Estep 
Score: -17893662.000000 Penalty: 5877.945312
	Iteration 44Q: 3 clusters Score -1.789366e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 130490 members 
Entering Unmasked Estep 
Score: -17894110.000000 Penalty: 5877.945312
	Iteration 45Q: 3 clusters Score -1.789411e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 131447 members 
Entering Unmasked Estep 
Score: -17894590.000000 Penalty: 5877.945312
	Iteration 46Q: 3 clusters Score -1.789459e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 132293 members 
Entering Unmasked Estep 
Score: -17894896.000000 Penalty: 5877.945312
	Iteration 47Q: 3 clusters Score -1.78949e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 133041 members 
Entering Unmasked Estep 
Score: -17895128.000000 Penalty: 5877.945312
	Iteration 48Q: 3 clusters Score -1.789513e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 133691 members 
Entering Unmasked Estep 
Score: -17895374.000000 Penalty: 5877.945312
	Iteration 49Q: 3 clusters Score -1.789537e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 134292 members 
Entering Unmasked Estep 
Score: -17895552.000000 Penalty: 5877.945312
	Iteration 50Q: 3 clusters Score -1.789555e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 134855 members 
Entering Unmasked Estep 
Score: -17895754.000000 Penalty: 5877.945312
	Iteration 51Q: 3 clusters Score -1.789575e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 135335 members 
Entering Unmasked Estep 
Score: -17895980.000000 Penalty: 5877.945312
	Iteration 52Q: 3 clusters Score -1.789598e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 135752 members 
Entering Unmasked Estep 
Score: -17896110.000000 Penalty: 5877.945312
	Iteration 53Q: 3 clusters Score -1.789611e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 136124 members 
Entering Unmasked Estep 
Score: -17896220.000000 Penalty: 5877.945312
	Iteration 54Q: 3 clusters Score -1.789622e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 136481 members 
Entering Unmasked Estep 
Score: -17896390.000000 Penalty: 5877.945312
	Iteration 55Q: 3 clusters Score -1.789639e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 136799 members 
Entering Unmasked Estep 
Score: -17896544.000000 Penalty: 5877.945312
	Iteration 56Q: 3 clusters Score -1.789654e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 137077 members 
Entering Unmasked Estep 
Score: -17896636.000000 Penalty: 5877.945312
	Iteration 57Q: 3 clusters Score -1.789664e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 137301 members 
Entering Unmasked Estep 
Score: -17896746.000000 Penalty: 5877.945312
	Iteration 58Q: 3 clusters Score -1.789675e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 137499 members 
Entering Unmasked Estep 
Score: -17896870.000000 Penalty: 5877.945312
	Iteration 59Q: 3 clusters Score -1.789687e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 137685 members 
Entering Unmasked Estep 
Score: -17896934.000000 Penalty: 5877.945312
	Iteration 60F: 3 clusters Score -1.789693e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 137821 members 
Entering Unmasked Estep 
Score: -17896984.000000 Penalty: 5877.945312
	Iteration 61Q: 3 clusters Score -1.789698e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 137936 members 
Entering Unmasked Estep 
Score: -17897060.000000 Penalty: 5877.945312
	Iteration 62Q: 3 clusters Score -1.789706e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 138025 members 
Entering Unmasked Estep 
Score: -17897070.000000 Penalty: 5877.945312
	Iteration 63Q: 3 clusters Score -1.789707e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 138085 members 
Entering Unmasked Estep 
Score: -17897134.000000 Penalty: 5877.945312
	Iteration 64Q: 3 clusters Score -1.789713e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 138147 members 
Entering Unmasked Estep 
Score: -17897152.000000 Penalty: 5877.945312
	Iteration 65Q: 3 clusters Score -1.789715e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 138206 members 
Entering Unmasked Estep 
Score: -17897152.000000 Penalty: 5877.945312
	Iteration 66Q: 3 clusters Score -1.789715e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 138256 members 
Entering Unmasked Estep 
Score: -17897160.000000 Penalty: 5877.945312
	Iteration 67Q: 3 clusters Score -1.789716e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 138298 members 
Entering Unmasked Estep 
Score: -17897172.000000 Penalty: 5877.945312
	Iteration 68Q: 3 clusters Score -1.789717e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 138333 members 
Entering Unmasked Estep 
Score: -17897202.000000 Penalty: 5877.945312
	Iteration 69Q: 3 clusters Score -1.78972e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 138367 members 
Entering Unmasked Estep 
Score: -17897214.000000 Penalty: 5877.945312
	Iteration 70Q: 3 clusters Score -1.789721e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 138398 members 
Entering Unmasked Estep 
Score: -17897242.000000 Penalty: 5877.945312
	Iteration 71Q: 3 clusters Score -1.789724e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 138421 members 
Entering Unmasked Estep 
Score: -17897254.000000 Penalty: 5877.945312
	Iteration 72Q: 3 clusters Score -1.789725e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 138438 members 
Entering Unmasked Estep 
Score: -17897272.000000 Penalty: 5877.945312
	Iteration 73Q: 3 clusters Score -1.789727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 138453 members 
Entering Unmasked Estep 
Score: -17897260.000000 Penalty: 5877.945312
	Iteration 74Q: 3 clusters Score -1.789726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 138461 members 
Entering Unmasked Estep 
Score: -17897258.000000 Penalty: 5877.945312
	Iteration 75Q: 3 clusters Score -1.789726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 138466 members 
Entering Unmasked Estep 
Score: -17897272.000000 Penalty: 5877.945312
	Iteration 76Q: 3 clusters Score -1.789727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 138473 members 
Entering Unmasked Estep 
Score: -17897282.000000 Penalty: 5877.945312
	Iteration 77Q: 3 clusters Score -1.789728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 138480 members 
Entering Unmasked Estep 
Score: -17897280.000000 Penalty: 5877.945312
	Iteration 78Q: 3 clusters Score -1.789728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 138485 members 
Entering Unmasked Estep 
Score: -17897282.000000 Penalty: 5877.945312
	Iteration 79Q: 3 clusters Score -1.789728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 138491 members 
Entering Unmasked Estep 
Score: -17897288.000000 Penalty: 5877.945312
	Iteration 80F: 3 clusters Score -1.789729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 138494 members 
Entering Unmasked Estep 
Score: -17897284.000000 Penalty: 5877.945312
	Iteration 81Q: 3 clusters Score -1.789728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 138497 members 
Entering Unmasked Estep 
Score: -17897292.000000 Penalty: 5877.945312
	Iteration 82Q: 3 clusters Score -1.789729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 138498 members 
Entering Unmasked Estep 
Score: -17897298.000000 Penalty: 5877.945312
	Iteration 83Q: 3 clusters Score -1.78973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 138501 members 
Entering Unmasked Estep 
Score: -17897296.000000 Penalty: 5877.945312
	Iteration 84Q: 3 clusters Score -1.78973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 138503 members 
Entering Unmasked Estep 
Score: -17897288.000000 Penalty: 5877.945312
	Iteration 85Q: 3 clusters Score -1.789729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 138507 members 
Entering Unmasked Estep 
Score: -17897294.000000 Penalty: 5877.945312
	Iteration 86Q: 3 clusters Score -1.789729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 138510 members 
Entering Unmasked Estep 
Score: -17897292.000000 Penalty: 5877.945312
	Iteration 87Q: 3 clusters Score -1.789729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 138514 members 
Entering Unmasked Estep 
Score: -17897294.000000 Penalty: 5877.945312
	Iteration 88Q: 3 clusters Score -1.789729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 138517 members 
Entering Unmasked Estep 
Score: -17897320.000000 Penalty: 5877.945312
	Iteration 89Q: 3 clusters Score -1.789732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 138522 members 
Entering Unmasked Estep 
Score: -17897300.000000 Penalty: 5877.945312
	Iteration 90Q: 3 clusters Score -1.78973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 138528 members 
Entering Unmasked Estep 
Score: -17897312.000000 Penalty: 5877.945312
	Iteration 91Q: 3 clusters Score -1.789731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 138537 members 
Entering Unmasked Estep 
Score: -17897326.000000 Penalty: 5877.945312
	Iteration 92Q: 3 clusters Score -1.789733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 138547 members 
Entering Unmasked Estep 
Score: -17897336.000000 Penalty: 5877.945312
	Iteration 93Q: 3 clusters Score -1.789734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 138548 members 
Entering Unmasked Estep 
Score: -17897336.000000 Penalty: 5877.945312
	Iteration 94Q: 3 clusters Score -1.789734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 138555 members 
Entering Unmasked Estep 
Score: -17897348.000000 Penalty: 5877.945312
	Iteration 95Q: 3 clusters Score -1.789735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 138560 members 
Entering Unmasked Estep 
Score: -17897348.000000 Penalty: 5877.945312
	Iteration 96Q: 3 clusters Score -1.789735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 138570 members 
Entering Unmasked Estep 
Score: -17897352.000000 Penalty: 5877.945312
	Iteration 97Q: 3 clusters Score -1.789735e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 138580 members 
Entering Unmasked Estep 
Score: -17897348.000000 Penalty: 5877.945312
	Iteration 98Q: 3 clusters Score -1.789735e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 138582 members 
Entering Unmasked Estep 
Score: -17897354.000000 Penalty: 5877.945312
	Iteration 99Q: 3 clusters Score -1.789735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 138585 members 
Entering Unmasked Estep 
Score: -17897364.000000 Penalty: 5877.945312
	Iteration 100F: 3 clusters Score -1.789736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 138592 members 
Entering Unmasked Estep 
Score: -17897364.000000 Penalty: 5877.945312
	Iteration 101Q: 3 clusters Score -1.789736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 138599 members 
Entering Unmasked Estep 
Score: -17897374.000000 Penalty: 5877.945312
	Iteration 102Q: 3 clusters Score -1.789737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 138608 members 
Entering Unmasked Estep 
Score: -17897370.000000 Penalty: 5877.945312
	Iteration 103Q: 3 clusters Score -1.789737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 138611 members 
Entering Unmasked Estep 
Score: -17897370.000000 Penalty: 5877.945312
	Iteration 104Q: 3 clusters Score -1.789737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 138614 members 
Entering Unmasked Estep 
Score: -17897384.000000 Penalty: 5877.945312
	Iteration 105Q: 3 clusters Score -1.789738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 138619 members 
Entering Unmasked Estep 
Score: -17897378.000000 Penalty: 5877.945312
	Iteration 106Q: 3 clusters Score -1.789738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 138621 members 
Entering Unmasked Estep 
Score: -17897380.000000 Penalty: 5877.945312
	Iteration 107Q: 3 clusters Score -1.789738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 138625 members 
Entering Unmasked Estep 
Score: -17897366.000000 Penalty: 5877.945312
	Iteration 108Q: 3 clusters Score -1.789737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 138633 members 
Entering Unmasked Estep 
Score: -17897376.000000 Penalty: 5877.945312
	Iteration 109Q: 3 clusters Score -1.789738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 138639 members 
Entering Unmasked Estep 
Score: -17897384.000000 Penalty: 5877.945312
	Iteration 110Q: 3 clusters Score -1.789738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 138643 members 
Entering Unmasked Estep 
Score: -17897368.000000 Penalty: 5877.945312
	Iteration 111Q: 3 clusters Score -1.789737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 138645 members 
Entering Unmasked Estep 
Score: -17897372.000000 Penalty: 5877.945312
	Iteration 112Q: 3 clusters Score -1.789737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 138648 members 
Entering Unmasked Estep 
Score: -17897380.000000 Penalty: 5877.945312
	Iteration 113Q: 3 clusters Score -1.789738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 138650 members 
Entering Unmasked Estep 
Score: -17897384.000000 Penalty: 5877.945312
	Iteration 114Q: 3 clusters Score -1.789738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 138653 members 
Entering Unmasked Estep 
Score: -17897384.000000 Penalty: 5877.945312
	Iteration 115Q: 3 clusters Score -1.789738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 138660 members 
Entering Unmasked Estep 
Score: -17897382.000000 Penalty: 5877.945312
	Iteration 116Q: 3 clusters Score -1.789738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 138667 members 
Entering Unmasked Estep 
Score: -17897392.000000 Penalty: 5877.945312
	Iteration 117Q: 3 clusters Score -1.789739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 138670 members 
Entering Unmasked Estep 
Score: -17897392.000000 Penalty: 5877.945312
	Iteration 118Q: 3 clusters Score -1.789739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 138672 members 
Entering Unmasked Estep 
Score: -17897394.000000 Penalty: 5877.945312
	Iteration 119Q: 3 clusters Score -1.789739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 138673 members 
Entering Unmasked Estep 
Score: -17897390.000000 Penalty: 5877.945312
	Iteration 120F: 3 clusters Score -1.789739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 138677 members 
Entering Unmasked Estep 
Score: -17897382.000000 Penalty: 5877.945312
	Iteration 121Q: 3 clusters Score -1.789738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 138680 members 
Entering Unmasked Estep 
Score: -17897390.000000 Penalty: 5877.945312
	Iteration 122Q: 3 clusters Score -1.789739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 138685 members 
Entering Unmasked Estep 
Score: -17897386.000000 Penalty: 5877.945312
	Iteration 123Q: 3 clusters Score -1.789739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 138685 members 
Entering Unmasked Estep 
Score: -17897392.000000 Penalty: 5877.945312
	Iteration 124Q: 3 clusters Score -1.789739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 138689 members 
Entering Unmasked Estep 
Score: -17897398.000000 Penalty: 5877.945312
	Iteration 125Q: 3 clusters Score -1.78974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 138694 members 
Entering Unmasked Estep 
Score: -17897398.000000 Penalty: 5877.945312
	Iteration 126Q: 3 clusters Score -1.78974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 138695 members 
Entering Unmasked Estep 
Score: -17897392.000000 Penalty: 5877.945312
	Iteration 127Q: 3 clusters Score -1.789739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 138697 members 
Entering Unmasked Estep 
Score: -17897384.000000 Penalty: 5877.945312
	Iteration 128Q: 3 clusters Score -1.789738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 138698 members 
Entering Unmasked Estep 
Score: -17897378.000000 Penalty: 5877.945312
	Iteration 129Q: 3 clusters Score -1.789738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 138698 members 
Entering Unmasked Estep 
Score: -17897378.000000 Penalty: 5877.945312
	Iteration 130F: 3 clusters Score -1.789738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (161242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161242 members 
Entering Unmasked Estep 
Score: -20474540.000000 Penalty: 2973.684082
	Iteration 0F: 2 clusters Score -2.047454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -20368042.000000 Penalty: 5947.368164
	Iteration 0F: 3 clusters Score -2.036804e+07 nChanged 77325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81130 members 
Mstep: Class 2 contains 80112 members 
Entering Unmasked Estep 
Score: -20413184.000000 Penalty: 5947.368164
	Iteration 1F: 3 clusters Score -2.041318e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81406 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -20414192.000000 Penalty: 5947.368164
	Iteration 2Q: 3 clusters Score -2.041419e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81793 members 
Mstep: Class 2 contains 79449 members 
Entering Unmasked Estep 
Score: -20415720.000000 Penalty: 5947.368164
	Iteration 3Q: 3 clusters Score -2.041572e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82589 members 
Mstep: Class 2 contains 78653 members 
Entering Unmasked Estep 
Score: -20418376.000000 Penalty: 5947.368164
	Iteration 4Q: 3 clusters Score -2.041838e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 77190 members 
Entering Unmasked Estep 
Score: -20422782.000000 Penalty: 5947.368164
	Iteration 5Q: 3 clusters Score -2.042278e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -20429796.000000 Penalty: 5947.368164
	Iteration 6F: 3 clusters Score -2.04298e+07 nChanged 12618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92100 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -20441744.000000 Penalty: 5947.368164
	Iteration 7F: 3 clusters Score -2.044174e+07 nChanged 13827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97991 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -20456266.000000 Penalty: 5947.368164
	Iteration 8F: 3 clusters Score -2.045627e+07 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102103 members 
Mstep: Class 2 contains 59139 members 
Entering Unmasked Estep 
Score: -20465664.000000 Penalty: 5947.368164
	Iteration 9F: 3 clusters Score -2.046566e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104505 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -20469466.000000 Penalty: 5947.368164
	Iteration 10Q: 3 clusters Score -2.046947e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106292 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -20471190.000000 Penalty: 5947.368164
	Iteration 11Q: 3 clusters Score -2.047119e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107718 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -20471988.000000 Penalty: 5947.368164
	Iteration 12Q: 3 clusters Score -2.047199e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108872 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -20472434.000000 Penalty: 5947.368164
	Iteration 13Q: 3 clusters Score -2.047243e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109934 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -20472784.000000 Penalty: 5947.368164
	Iteration 14Q: 3 clusters Score -2.047278e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110900 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -20472984.000000 Penalty: 5947.368164
	Iteration 15Q: 3 clusters Score -2.047298e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111807 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -20473242.000000 Penalty: 5947.368164
	Iteration 16Q: 3 clusters Score -2.047324e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112651 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -20473304.000000 Penalty: 5947.368164
	Iteration 17Q: 3 clusters Score -2.04733e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113456 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -20473512.000000 Penalty: 5947.368164
	Iteration 18Q: 3 clusters Score -2.047351e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114193 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -20473642.000000 Penalty: 5947.368164
	Iteration 19Q: 3 clusters Score -2.047364e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114911 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -20473810.000000 Penalty: 5947.368164
	Iteration 20F: 3 clusters Score -2.047381e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115554 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -20473860.000000 Penalty: 5947.368164
	Iteration 21Q: 3 clusters Score -2.047386e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116168 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -20473904.000000 Penalty: 5947.368164
	Iteration 22Q: 3 clusters Score -2.04739e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116739 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -20474026.000000 Penalty: 5947.368164
	Iteration 23Q: 3 clusters Score -2.047403e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117330 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -20474078.000000 Penalty: 5947.368164
	Iteration 24Q: 3 clusters Score -2.047408e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117886 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -20474108.000000 Penalty: 5947.368164
	Iteration 25Q: 3 clusters Score -2.047411e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118452 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -20474234.000000 Penalty: 5947.368164
	Iteration 26Q: 3 clusters Score -2.047423e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119024 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -20474334.000000 Penalty: 5947.368164
	Iteration 27Q: 3 clusters Score -2.047433e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119610 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -20474336.000000 Penalty: 5947.368164
	Iteration 28Q: 3 clusters Score -2.047434e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120188 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -20474394.000000 Penalty: 5947.368164
	Iteration 29Q: 3 clusters Score -2.047439e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120766 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -20474406.000000 Penalty: 5947.368164
	Iteration 30Q: 3 clusters Score -2.047441e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121310 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -20474466.000000 Penalty: 5947.368164
	Iteration 31Q: 3 clusters Score -2.047447e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121844 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -20474596.000000 Penalty: 5947.368164
	Iteration 32Q: 3 clusters Score -2.04746e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122310 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -20474588.000000 Penalty: 5947.368164
	Iteration 33Q: 3 clusters Score -2.047459e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122800 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -20474580.000000 Penalty: 5947.368164
	Iteration 34Q: 3 clusters Score -2.047458e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123257 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -20474678.000000 Penalty: 5947.368164
	Iteration 35Q: 3 clusters Score -2.047468e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123699 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -20474684.000000 Penalty: 5947.368164
	Iteration 36Q: 3 clusters Score -2.047468e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124086 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -20474716.000000 Penalty: 5947.368164
	Iteration 37Q: 3 clusters Score -2.047472e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124456 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -20474702.000000 Penalty: 5947.368164
	Iteration 38Q: 3 clusters Score -2.04747e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124810 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -20474788.000000 Penalty: 5947.368164
	Iteration 39Q: 3 clusters Score -2.047479e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125150 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -20474862.000000 Penalty: 5947.368164
	Iteration 40F: 3 clusters Score -2.047486e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125448 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -20474852.000000 Penalty: 5947.368164
	Iteration 41Q: 3 clusters Score -2.047485e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125733 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -20474882.000000 Penalty: 5947.368164
	Iteration 42Q: 3 clusters Score -2.047488e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126006 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -20474878.000000 Penalty: 5947.368164
	Iteration 43Q: 3 clusters Score -2.047488e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126271 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -20474946.000000 Penalty: 5947.368164
	Iteration 44Q: 3 clusters Score -2.047495e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126534 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -20474926.000000 Penalty: 5947.368164
	Iteration 45Q: 3 clusters Score -2.047493e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126775 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -20474942.000000 Penalty: 5947.368164
	Iteration 46Q: 3 clusters Score -2.047494e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126999 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -20474936.000000 Penalty: 5947.368164
	Iteration 47Q: 3 clusters Score -2.047494e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127242 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -20474978.000000 Penalty: 5947.368164
	Iteration 48Q: 3 clusters Score -2.047498e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127493 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -20474984.000000 Penalty: 5947.368164
	Iteration 49Q: 3 clusters Score -2.047498e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127728 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -20475000.000000 Penalty: 5947.368164
	Iteration 50Q: 3 clusters Score -2.0475e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127951 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -20475030.000000 Penalty: 5947.368164
	Iteration 51Q: 3 clusters Score -2.047503e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128160 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -20475064.000000 Penalty: 5947.368164
	Iteration 52Q: 3 clusters Score -2.047506e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128377 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -20475088.000000 Penalty: 5947.368164
	Iteration 53Q: 3 clusters Score -2.047509e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128581 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -20475152.000000 Penalty: 5947.368164
	Iteration 54Q: 3 clusters Score -2.047515e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128789 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -20475114.000000 Penalty: 5947.368164
	Iteration 55Q: 3 clusters Score -2.047511e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128982 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -20475152.000000 Penalty: 5947.368164
	Iteration 56Q: 3 clusters Score -2.047515e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129165 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -20475120.000000 Penalty: 5947.368164
	Iteration 57Q: 3 clusters Score -2.047512e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129363 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -20475084.000000 Penalty: 5947.368164
	Iteration 58Q: 3 clusters Score -2.047508e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129556 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -20475102.000000 Penalty: 5947.368164
	Iteration 59Q: 3 clusters Score -2.04751e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129751 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -20475130.000000 Penalty: 5947.368164
	Iteration 60F: 3 clusters Score -2.047513e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129916 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -20475170.000000 Penalty: 5947.368164
	Iteration 61Q: 3 clusters Score -2.047517e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130074 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -20475208.000000 Penalty: 5947.368164
	Iteration 62Q: 3 clusters Score -2.047521e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130232 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -20475224.000000 Penalty: 5947.368164
	Iteration 63Q: 3 clusters Score -2.047522e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130359 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -20475270.000000 Penalty: 5947.368164
	Iteration 64Q: 3 clusters Score -2.047527e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130489 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -20475306.000000 Penalty: 5947.368164
	Iteration 65Q: 3 clusters Score -2.047531e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130623 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -20475262.000000 Penalty: 5947.368164
	Iteration 66Q: 3 clusters Score -2.047526e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130757 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -20475280.000000 Penalty: 5947.368164
	Iteration 67Q: 3 clusters Score -2.047528e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130877 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -20475276.000000 Penalty: 5947.368164
	Iteration 68Q: 3 clusters Score -2.047528e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131009 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -20475250.000000 Penalty: 5947.368164
	Iteration 69Q: 3 clusters Score -2.047525e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131154 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -20475310.000000 Penalty: 5947.368164
	Iteration 70Q: 3 clusters Score -2.047531e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131290 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -20475374.000000 Penalty: 5947.368164
	Iteration 71Q: 3 clusters Score -2.047537e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131442 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -20475368.000000 Penalty: 5947.368164
	Iteration 72Q: 3 clusters Score -2.047537e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131578 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -20475374.000000 Penalty: 5947.368164
	Iteration 73Q: 3 clusters Score -2.047537e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131738 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -20475360.000000 Penalty: 5947.368164
	Iteration 74Q: 3 clusters Score -2.047536e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131886 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -20475384.000000 Penalty: 5947.368164
	Iteration 75Q: 3 clusters Score -2.047538e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132034 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -20475394.000000 Penalty: 5947.368164
	Iteration 76Q: 3 clusters Score -2.047539e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132170 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -20475388.000000 Penalty: 5947.368164
	Iteration 77Q: 3 clusters Score -2.047539e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132326 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -20475418.000000 Penalty: 5947.368164
	Iteration 78Q: 3 clusters Score -2.047542e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132468 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -20475414.000000 Penalty: 5947.368164
	Iteration 79Q: 3 clusters Score -2.047541e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132602 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -20475428.000000 Penalty: 5947.368164
	Iteration 80F: 3 clusters Score -2.047543e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132721 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -20475434.000000 Penalty: 5947.368164
	Iteration 81Q: 3 clusters Score -2.047543e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132835 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -20475428.000000 Penalty: 5947.368164
	Iteration 82Q: 3 clusters Score -2.047543e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132929 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -20475418.000000 Penalty: 5947.368164
	Iteration 83Q: 3 clusters Score -2.047542e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133017 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -20475412.000000 Penalty: 5947.368164
	Iteration 84Q: 3 clusters Score -2.047541e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133094 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -20475410.000000 Penalty: 5947.368164
	Iteration 85Q: 3 clusters Score -2.047541e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133163 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -20475460.000000 Penalty: 5947.368164
	Iteration 86Q: 3 clusters Score -2.047546e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133227 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -20475466.000000 Penalty: 5947.368164
	Iteration 87Q: 3 clusters Score -2.047547e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133283 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -20475436.000000 Penalty: 5947.368164
	Iteration 88Q: 3 clusters Score -2.047544e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133344 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -20475452.000000 Penalty: 5947.368164
	Iteration 89Q: 3 clusters Score -2.047545e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133411 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -20475426.000000 Penalty: 5947.368164
	Iteration 90Q: 3 clusters Score -2.047543e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133468 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -20475464.000000 Penalty: 5947.368164
	Iteration 91Q: 3 clusters Score -2.047546e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133517 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -20475464.000000 Penalty: 5947.368164
	Iteration 92Q: 3 clusters Score -2.047546e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133568 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -20475484.000000 Penalty: 5947.368164
	Iteration 93Q: 3 clusters Score -2.047548e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133618 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -20475482.000000 Penalty: 5947.368164
	Iteration 94Q: 3 clusters Score -2.047548e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133674 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -20475468.000000 Penalty: 5947.368164
	Iteration 95Q: 3 clusters Score -2.047547e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133722 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -20475468.000000 Penalty: 5947.368164
	Iteration 96Q: 3 clusters Score -2.047547e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133768 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -20475470.000000 Penalty: 5947.368164
	Iteration 97Q: 3 clusters Score -2.047547e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133820 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -20475450.000000 Penalty: 5947.368164
	Iteration 98Q: 3 clusters Score -2.047545e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133865 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -20475462.000000 Penalty: 5947.368164
	Iteration 99Q: 3 clusters Score -2.047546e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133910 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -20475462.000000 Penalty: 5947.368164
	Iteration 100F: 3 clusters Score -2.047546e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133969 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -20475426.000000 Penalty: 5947.368164
	Iteration 101Q: 3 clusters Score -2.047543e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134018 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -20475434.000000 Penalty: 5947.368164
	Iteration 102Q: 3 clusters Score -2.047543e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134061 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -20475446.000000 Penalty: 5947.368164
	Iteration 103Q: 3 clusters Score -2.047545e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134108 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -20475438.000000 Penalty: 5947.368164
	Iteration 104Q: 3 clusters Score -2.047544e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134160 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -20475468.000000 Penalty: 5947.368164
	Iteration 105Q: 3 clusters Score -2.047547e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134207 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -20475478.000000 Penalty: 5947.368164
	Iteration 106Q: 3 clusters Score -2.047548e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134241 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -20475496.000000 Penalty: 5947.368164
	Iteration 107Q: 3 clusters Score -2.04755e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134266 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -20475496.000000 Penalty: 5947.368164
	Iteration 108Q: 3 clusters Score -2.04755e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134287 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -20475498.000000 Penalty: 5947.368164
	Iteration 109Q: 3 clusters Score -2.04755e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134307 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -20475504.000000 Penalty: 5947.368164
	Iteration 110Q: 3 clusters Score -2.04755e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134330 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -20475510.000000 Penalty: 5947.368164
	Iteration 111Q: 3 clusters Score -2.047551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134352 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -20475510.000000 Penalty: 5947.368164
	Iteration 112Q: 3 clusters Score -2.047551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134369 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -20475508.000000 Penalty: 5947.368164
	Iteration 113Q: 3 clusters Score -2.047551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134379 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -20475514.000000 Penalty: 5947.368164
	Iteration 114Q: 3 clusters Score -2.047551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134388 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -20475514.000000 Penalty: 5947.368164
	Iteration 115Q: 3 clusters Score -2.047551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134391 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -20475518.000000 Penalty: 5947.368164
	Iteration 116Q: 3 clusters Score -2.047552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134394 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -20475498.000000 Penalty: 5947.368164
	Iteration 117Q: 3 clusters Score -2.04755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134398 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -20475490.000000 Penalty: 5947.368164
	Iteration 118Q: 3 clusters Score -2.047549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134403 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -20475500.000000 Penalty: 5947.368164
	Iteration 119Q: 3 clusters Score -2.04755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134406 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -20475492.000000 Penalty: 5947.368164
	Iteration 120F: 3 clusters Score -2.047549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134408 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -20475494.000000 Penalty: 5947.368164
	Iteration 121Q: 3 clusters Score -2.047549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134409 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -20475500.000000 Penalty: 5947.368164
	Iteration 122Q: 3 clusters Score -2.04755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134413 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -20475508.000000 Penalty: 5947.368164
	Iteration 123Q: 3 clusters Score -2.047551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134415 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -20475516.000000 Penalty: 5947.368164
	Iteration 124Q: 3 clusters Score -2.047552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134417 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -20475494.000000 Penalty: 5947.368164
	Iteration 125Q: 3 clusters Score -2.047549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134417 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -20475494.000000 Penalty: 5947.368164
	Iteration 126F: 3 clusters Score -2.047549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72919 members 
Mstep: Class 3 contains 78712 members 
Mstep: Class 4 contains 140182 members 
Mstep: Class 5 contains 134417 members 
Mstep: Class 6 contains 76889 members 
Mstep: Class 7 contains 26825 members 
Mstep: Class 8 contains 150696 members 
Mstep: Class 9 contains 24840 members 
Mstep: Class 10 contains 10474 members 
Mstep: Class 11 contains 157312 members 
Mstep: Class 12 contains 161463 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 161643 members 
Mstep: Class 16 contains 78796 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2045 members 
Mstep: Class 19 contains 7510 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
Score: -161317680.000000 Penalty: 73281.218750
Splitting cluster 5 changes total score from -161317888.000000 to -161317680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (76889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76889 members 
Entering Unmasked Estep 
Score: -9526711.000000 Penalty: 2790.029297
	Iteration 0F: 2 clusters Score -9526711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -9475252.000000 Penalty: 5580.058594
	Iteration 0F: 3 clusters Score -9475252 nChanged 35995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -9495513.000000 Penalty: 5580.058594
	Iteration 1F: 3 clusters Score -9495513 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -9496272.000000 Penalty: 5580.058594
	Iteration 2Q: 3 clusters Score -9496272 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -9497197.000000 Penalty: 5580.058594
	Iteration 3Q: 3 clusters Score -9497197 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -9498536.000000 Penalty: 5580.058594
	Iteration 4Q: 3 clusters Score -9498536 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -9500531.000000 Penalty: 5580.058594
	Iteration 5F: 3 clusters Score -9500531 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -9503215.000000 Penalty: 5580.058594
	Iteration 6F: 3 clusters Score -9503215 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -9506489.000000 Penalty: 5580.058594
	Iteration 7F: 3 clusters Score -9506489 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -9509448.000000 Penalty: 5580.058594
	Iteration 8F: 3 clusters Score -9509448 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -9511686.000000 Penalty: 5580.058594
	Iteration 9F: 3 clusters Score -9511686 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64255 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -9513336.000000 Penalty: 5580.058594
	Iteration 10Q: 3 clusters Score -9513336 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -9514737.000000 Penalty: 5580.058594
	Iteration 11Q: 3 clusters Score -9514737 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68927 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -9516285.000000 Penalty: 5580.058594
	Iteration 12Q: 3 clusters Score -9516285 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71184 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -9518256.000000 Penalty: 5580.058594
	Iteration 13Q: 3 clusters Score -9518256 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73431 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -9520627.000000 Penalty: 5580.058594
	Iteration 14Q: 3 clusters Score -9520627 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -9522730.000000 Penalty: 5580.058594
	Iteration 15Q: 3 clusters Score -9522730 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9523656.000000 Penalty: 5580.058594
	Iteration 16Q: 3 clusters Score -9523656 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9523943.000000 Penalty: 5580.058594
	Iteration 17Q: 3 clusters Score -9523943 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9524095.000000 Penalty: 5580.058594
	Iteration 18Q: 3 clusters Score -9524095 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9524151.000000 Penalty: 5580.058594
	Iteration 19Q: 3 clusters Score -9524151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76603 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9524184.000000 Penalty: 5580.058594
	Iteration 20F: 3 clusters Score -9524184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76618 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9524200.000000 Penalty: 5580.058594
	Iteration 21Q: 3 clusters Score -9524200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9524210.000000 Penalty: 5580.058594
	Iteration 22Q: 3 clusters Score -9524210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9524222.000000 Penalty: 5580.058594
	Iteration 23Q: 3 clusters Score -9524222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9524227.000000 Penalty: 5580.058594
	Iteration 24Q: 3 clusters Score -9524227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76634 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9524235.000000 Penalty: 5580.058594
	Iteration 25Q: 3 clusters Score -9524235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76635 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9524239.000000 Penalty: 5580.058594
	Iteration 26Q: 3 clusters Score -9524239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76635 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9524239.000000 Penalty: 5580.058594
	Iteration 27F: 3 clusters Score -9524239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (150696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150696 members 
Entering Unmasked Estep 
Score: -19407912.000000 Penalty: 2956.908691
	Iteration 0F: 2 clusters Score -1.940791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75220 members 
Mstep: Class 2 contains 75476 members 
Entering Unmasked Estep 
Score: -19311154.000000 Penalty: 5913.817383
	Iteration 0F: 3 clusters Score -1.931115e+07 nChanged 71999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75053 members 
Mstep: Class 2 contains 75643 members 
Entering Unmasked Estep 
Score: -19353522.000000 Penalty: 5913.817383
	Iteration 1F: 3 clusters Score -1.935352e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74794 members 
Mstep: Class 2 contains 75902 members 
Entering Unmasked Estep 
Score: -19354510.000000 Penalty: 5913.817383
	Iteration 2Q: 3 clusters Score -1.935451e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74379 members 
Mstep: Class 2 contains 76317 members 
Entering Unmasked Estep 
Score: -19355782.000000 Penalty: 5913.817383
	Iteration 3Q: 3 clusters Score -1.935578e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 77036 members 
Entering Unmasked Estep 
Score: -19357198.000000 Penalty: 5913.817383
	Iteration 4Q: 3 clusters Score -1.93572e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -19358904.000000 Penalty: 5913.817383
	Iteration 5Q: 3 clusters Score -1.93589e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70732 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -19361064.000000 Penalty: 5913.817383
	Iteration 6Q: 3 clusters Score -1.936106e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
Score: -19363994.000000 Penalty: 5913.817383
	Iteration 7Q: 3 clusters Score -1.936399e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 86223 members 
Entering Unmasked Estep 
Score: -19367060.000000 Penalty: 5913.817383
	Iteration 8Q: 3 clusters Score -1.936706e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 90882 members 
Entering Unmasked Estep 
Score: -19371154.000000 Penalty: 5913.817383
	Iteration 9Q: 3 clusters Score -1.937115e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 96379 members 
Entering Unmasked Estep 
Score: -19375902.000000 Penalty: 5913.817383
	Iteration 10F: 3 clusters Score -1.93759e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 102028 members 
Entering Unmasked Estep 
Score: -19380860.000000 Penalty: 5913.817383
	Iteration 11F: 3 clusters Score -1.938086e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 107113 members 
Entering Unmasked Estep 
Score: -19385346.000000 Penalty: 5913.817383
	Iteration 12Q: 3 clusters Score -1.938535e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 111002 members 
Entering Unmasked Estep 
Score: -19388572.000000 Penalty: 5913.817383
	Iteration 13Q: 3 clusters Score -1.938857e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 113939 members 
Entering Unmasked Estep 
Score: -19390544.000000 Penalty: 5913.817383
	Iteration 14Q: 3 clusters Score -1.939054e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 116316 members 
Entering Unmasked Estep 
Score: -19391898.000000 Penalty: 5913.817383
	Iteration 15Q: 3 clusters Score -1.93919e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 118499 members 
Entering Unmasked Estep 
Score: -19392762.000000 Penalty: 5913.817383
	Iteration 16Q: 3 clusters Score -1.939276e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 120454 members 
Entering Unmasked Estep 
Score: -19393328.000000 Penalty: 5913.817383
	Iteration 17Q: 3 clusters Score -1.939333e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 122336 members 
Entering Unmasked Estep 
Score: -19393836.000000 Penalty: 5913.817383
	Iteration 18Q: 3 clusters Score -1.939384e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 124154 members 
Entering Unmasked Estep 
Score: -19394478.000000 Penalty: 5913.817383
	Iteration 19Q: 3 clusters Score -1.939448e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 125895 members 
Entering Unmasked Estep 
Score: -19394990.000000 Penalty: 5913.817383
	Iteration 20F: 3 clusters Score -1.939499e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 127657 members 
Entering Unmasked Estep 
Score: -19395648.000000 Penalty: 5913.817383
	Iteration 21Q: 3 clusters Score -1.939565e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 129364 members 
Entering Unmasked Estep 
Score: -19396320.000000 Penalty: 5913.817383
	Iteration 22Q: 3 clusters Score -1.939632e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 131055 members 
Entering Unmasked Estep 
Score: -19396866.000000 Penalty: 5913.817383
	Iteration 23Q: 3 clusters Score -1.939687e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 132675 members 
Entering Unmasked Estep 
Score: -19397458.000000 Penalty: 5913.817383
	Iteration 24Q: 3 clusters Score -1.939746e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 134206 members 
Entering Unmasked Estep 
Score: -19398104.000000 Penalty: 5913.817383
	Iteration 25Q: 3 clusters Score -1.93981e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 135740 members 
Entering Unmasked Estep 
Score: -19398830.000000 Penalty: 5913.817383
	Iteration 26Q: 3 clusters Score -1.939883e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 137225 members 
Entering Unmasked Estep 
Score: -19399528.000000 Penalty: 5913.817383
	Iteration 27Q: 3 clusters Score -1.939953e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 138635 members 
Entering Unmasked Estep 
Score: -19400318.000000 Penalty: 5913.817383
	Iteration 28Q: 3 clusters Score -1.940032e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 139937 members 
Entering Unmasked Estep 
Score: -19400992.000000 Penalty: 5913.817383
	Iteration 29Q: 3 clusters Score -1.940099e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 141144 members 
Entering Unmasked Estep 
Score: -19401554.000000 Penalty: 5913.817383
	Iteration 30Q: 3 clusters Score -1.940155e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 142272 members 
Entering Unmasked Estep 
Score: -19401886.000000 Penalty: 5913.817383
	Iteration 31Q: 3 clusters Score -1.940189e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 143295 members 
Entering Unmasked Estep 
Score: -19402258.000000 Penalty: 5913.817383
	Iteration 32Q: 3 clusters Score -1.940226e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 144185 members 
Entering Unmasked Estep 
Score: -19402684.000000 Penalty: 5913.817383
	Iteration 33Q: 3 clusters Score -1.940268e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 144993 members 
Entering Unmasked Estep 
Score: -19403036.000000 Penalty: 5913.817383
	Iteration 34Q: 3 clusters Score -1.940304e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 145670 members 
Entering Unmasked Estep 
Score: -19403332.000000 Penalty: 5913.817383
	Iteration 35Q: 3 clusters Score -1.940333e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 146249 members 
Entering Unmasked Estep 
Score: -19403648.000000 Penalty: 5913.817383
	Iteration 36Q: 3 clusters Score -1.940365e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 146768 members 
Entering Unmasked Estep 
Score: -19403916.000000 Penalty: 5913.817383
	Iteration 37Q: 3 clusters Score -1.940392e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 147219 members 
Entering Unmasked Estep 
Score: -19404252.000000 Penalty: 5913.817383
	Iteration 38Q: 3 clusters Score -1.940425e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 147591 members 
Entering Unmasked Estep 
Score: -19404498.000000 Penalty: 5913.817383
	Iteration 39Q: 3 clusters Score -1.94045e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 147887 members 
Entering Unmasked Estep 
Score: -19404708.000000 Penalty: 5913.817383
	Iteration 40F: 3 clusters Score -1.940471e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 148101 members 
Entering Unmasked Estep 
Score: -19404824.000000 Penalty: 5913.817383
	Iteration 41Q: 3 clusters Score -1.940482e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 148299 members 
Entering Unmasked Estep 
Score: -19404928.000000 Penalty: 5913.817383
	Iteration 42Q: 3 clusters Score -1.940493e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 148484 members 
Entering Unmasked Estep 
Score: -19405016.000000 Penalty: 5913.817383
	Iteration 43Q: 3 clusters Score -1.940502e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 148626 members 
Entering Unmasked Estep 
Score: -19405082.000000 Penalty: 5913.817383
	Iteration 44Q: 3 clusters Score -1.940508e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 148763 members 
Entering Unmasked Estep 
Score: -19405144.000000 Penalty: 5913.817383
	Iteration 45Q: 3 clusters Score -1.940514e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 148896 members 
Entering Unmasked Estep 
Score: -19405186.000000 Penalty: 5913.817383
	Iteration 46Q: 3 clusters Score -1.940519e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 149003 members 
Entering Unmasked Estep 
Score: -19405232.000000 Penalty: 5913.817383
	Iteration 47Q: 3 clusters Score -1.940523e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 149076 members 
Entering Unmasked Estep 
Score: -19405286.000000 Penalty: 5913.817383
	Iteration 48Q: 3 clusters Score -1.940529e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 149147 members 
Entering Unmasked Estep 
Score: -19405298.000000 Penalty: 5913.817383
	Iteration 49Q: 3 clusters Score -1.94053e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 149200 members 
Entering Unmasked Estep 
Score: -19405326.000000 Penalty: 5913.817383
	Iteration 50Q: 3 clusters Score -1.940533e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 149248 members 
Entering Unmasked Estep 
Score: -19405358.000000 Penalty: 5913.817383
	Iteration 51Q: 3 clusters Score -1.940536e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 149286 members 
Entering Unmasked Estep 
Score: -19405370.000000 Penalty: 5913.817383
	Iteration 52Q: 3 clusters Score -1.940537e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 149325 members 
Entering Unmasked Estep 
Score: -19405366.000000 Penalty: 5913.817383
	Iteration 53Q: 3 clusters Score -1.940537e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 149357 members 
Entering Unmasked Estep 
Score: -19405408.000000 Penalty: 5913.817383
	Iteration 54Q: 3 clusters Score -1.940541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 149380 members 
Entering Unmasked Estep 
Score: -19405402.000000 Penalty: 5913.817383
	Iteration 55Q: 3 clusters Score -1.94054e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 149404 members 
Entering Unmasked Estep 
Score: -19405406.000000 Penalty: 5913.817383
	Iteration 56Q: 3 clusters Score -1.940541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 149425 members 
Entering Unmasked Estep 
Score: -19405390.000000 Penalty: 5913.817383
	Iteration 57Q: 3 clusters Score -1.940539e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 149440 members 
Entering Unmasked Estep 
Score: -19405398.000000 Penalty: 5913.817383
	Iteration 58Q: 3 clusters Score -1.94054e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 149460 members 
Entering Unmasked Estep 
Score: -19405404.000000 Penalty: 5913.817383
	Iteration 59Q: 3 clusters Score -1.94054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 149464 members 
Entering Unmasked Estep 
Score: -19405418.000000 Penalty: 5913.817383
	Iteration 60F: 3 clusters Score -1.940542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 149470 members 
Entering Unmasked Estep 
Score: -19405416.000000 Penalty: 5913.817383
	Iteration 61Q: 3 clusters Score -1.940542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 149473 members 
Entering Unmasked Estep 
Score: -19405406.000000 Penalty: 5913.817383
	Iteration 62Q: 3 clusters Score -1.940541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 149479 members 
Entering Unmasked Estep 
Score: -19405412.000000 Penalty: 5913.817383
	Iteration 63Q: 3 clusters Score -1.940541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 149484 members 
Entering Unmasked Estep 
Score: -19405426.000000 Penalty: 5913.817383
	Iteration 64Q: 3 clusters Score -1.940543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 149488 members 
Entering Unmasked Estep 
Score: -19405412.000000 Penalty: 5913.817383
	Iteration 65Q: 3 clusters Score -1.940541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 149494 members 
Entering Unmasked Estep 
Score: -19405418.000000 Penalty: 5913.817383
	Iteration 66Q: 3 clusters Score -1.940542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 149498 members 
Entering Unmasked Estep 
Score: -19405438.000000 Penalty: 5913.817383
	Iteration 67Q: 3 clusters Score -1.940544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 149501 members 
Entering Unmasked Estep 
Score: -19405426.000000 Penalty: 5913.817383
	Iteration 68Q: 3 clusters Score -1.940543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 149504 members 
Entering Unmasked Estep 
Score: -19405434.000000 Penalty: 5913.817383
	Iteration 69Q: 3 clusters Score -1.940543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 149505 members 
Entering Unmasked Estep 
Score: -19405424.000000 Penalty: 5913.817383
	Iteration 70Q: 3 clusters Score -1.940542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 149504 members 
Entering Unmasked Estep 
Score: -19405422.000000 Penalty: 5913.817383
	Iteration 71Q: 3 clusters Score -1.940542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 149503 members 
Entering Unmasked Estep 
Score: -19405428.000000 Penalty: 5913.817383
	Iteration 72Q: 3 clusters Score -1.940543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 149503 members 
Entering Unmasked Estep 
Score: -19405428.000000 Penalty: 5913.817383
	Iteration 73F: 3 clusters Score -1.940543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Entering Unmasked Estep 
Score: -3193544.250000 Penalty: 2509.812256
	Iteration 0F: 2 clusters Score -3193544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3176409.250000 Penalty: 5019.624512
	Iteration 0F: 3 clusters Score -3176409 nChanged 10969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3182301.500000 Penalty: 5019.624512
	Iteration 1F: 3 clusters Score -3182302 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -3182696.250000 Penalty: 5019.624512
	Iteration 2Q: 3 clusters Score -3182696 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3183089.500000 Penalty: 5019.624512
	Iteration 3Q: 3 clusters Score -3183090 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3183491.750000 Penalty: 5019.624512
	Iteration 4Q: 3 clusters Score -3183492 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3183946.750000 Penalty: 5019.624512
	Iteration 5Q: 3 clusters Score -3183947 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3184601.250000 Penalty: 5019.624512
	Iteration 6Q: 3 clusters Score -3184601 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3185589.000000 Penalty: 5019.624512
	Iteration 7F: 3 clusters Score -3185589 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -3186888.000000 Penalty: 5019.624512
	Iteration 8F: 3 clusters Score -3186888 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -3188384.750000 Penalty: 5019.624512
	Iteration 9F: 3 clusters Score -3188385 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3189689.500000 Penalty: 5019.624512
	Iteration 10F: 3 clusters Score -3189690 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -3190498.750000 Penalty: 5019.624512
	Iteration 11Q: 3 clusters Score -3190499 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3190930.750000 Penalty: 5019.624512
	Iteration 12Q: 3 clusters Score -3190931 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3191183.250000 Penalty: 5019.624512
	Iteration 13Q: 3 clusters Score -3191183 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3191352.000000 Penalty: 5019.624512
	Iteration 14Q: 3 clusters Score -3191352 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3191454.500000 Penalty: 5019.624512
	Iteration 15Q: 3 clusters Score -3191454 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -3191521.500000 Penalty: 5019.624512
	Iteration 16Q: 3 clusters Score -3191522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3191543.250000 Penalty: 5019.624512
	Iteration 17Q: 3 clusters Score -3191543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3191560.000000 Penalty: 5019.624512
	Iteration 18Q: 3 clusters Score -3191560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3191575.500000 Penalty: 5019.624512
	Iteration 19Q: 3 clusters Score -3191576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3191589.750000 Penalty: 5019.624512
	Iteration 20F: 3 clusters Score -3191590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3191600.750000 Penalty: 5019.624512
	Iteration 21Q: 3 clusters Score -3191601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3191610.750000 Penalty: 5019.624512
	Iteration 22Q: 3 clusters Score -3191611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3191617.250000 Penalty: 5019.624512
	Iteration 23Q: 3 clusters Score -3191617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3191626.750000 Penalty: 5019.624512
	Iteration 24Q: 3 clusters Score -3191627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -3191631.000000 Penalty: 5019.624512
	Iteration 25Q: 3 clusters Score -3191631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3191628.500000 Penalty: 5019.624512
	Iteration 26Q: 3 clusters Score -3191628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -3191630.750000 Penalty: 5019.624512
	Iteration 27Q: 3 clusters Score -3191631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -3191625.500000 Penalty: 5019.624512
	Iteration 28Q: 3 clusters Score -3191626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -3191628.500000 Penalty: 5019.624512
	Iteration 29Q: 3 clusters Score -3191628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3191633.000000 Penalty: 5019.624512
	Iteration 30Q: 3 clusters Score -3191633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3191631.000000 Penalty: 5019.624512
	Iteration 31Q: 3 clusters Score -3191631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3191632.500000 Penalty: 5019.624512
	Iteration 32Q: 3 clusters Score -3191632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3191632.250000 Penalty: 5019.624512
	Iteration 33Q: 3 clusters Score -3191632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -3191636.250000 Penalty: 5019.624512
	Iteration 34Q: 3 clusters Score -3191636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3191635.250000 Penalty: 5019.624512
	Iteration 35Q: 3 clusters Score -3191635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3191637.250000 Penalty: 5019.624512
	Iteration 36Q: 3 clusters Score -3191637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3191636.000000 Penalty: 5019.624512
	Iteration 37Q: 3 clusters Score -3191636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3191637.250000 Penalty: 5019.624512
	Iteration 38Q: 3 clusters Score -3191637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3191637.250000 Penalty: 5019.624512
	Iteration 39F: 3 clusters Score -3191637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Entering Unmasked Estep 
Score: -1269101.500000 Penalty: 2295.649414
	Iteration 0F: 2 clusters Score -1269102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1261124.125000 Penalty: 4591.298828
	Iteration 0F: 3 clusters Score -1261124 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1263533.500000 Penalty: 4591.298828
	Iteration 1F: 3 clusters Score -1263534 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1263908.250000 Penalty: 4591.298828
	Iteration 2F: 3 clusters Score -1263908 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1264195.125000 Penalty: 4591.298828
	Iteration 3F: 3 clusters Score -1264195 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1264460.625000 Penalty: 4591.298828
	Iteration 4Q: 3 clusters Score -1264461 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1264685.125000 Penalty: 4591.298828
	Iteration 5Q: 3 clusters Score -1264685 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1264884.375000 Penalty: 4591.298828
	Iteration 6Q: 3 clusters Score -1264884 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1265068.750000 Penalty: 4591.298828
	Iteration 7Q: 3 clusters Score -1265069 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1265268.375000 Penalty: 4591.298828
	Iteration 8Q: 3 clusters Score -1265268 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1265506.000000 Penalty: 4591.298828
	Iteration 9Q: 3 clusters Score -1265506 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1265776.375000 Penalty: 4591.298828
	Iteration 10Q: 3 clusters Score -1265776 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1266068.875000 Penalty: 4591.298828
	Iteration 11Q: 3 clusters Score -1266069 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1266396.125000 Penalty: 4591.298828
	Iteration 12Q: 3 clusters Score -1266396 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1266732.000000 Penalty: 4591.298828
	Iteration 13Q: 3 clusters Score -1266732 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1267091.125000 Penalty: 4591.298828
	Iteration 14Q: 3 clusters Score -1267091 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1267405.625000 Penalty: 4591.298828
	Iteration 15Q: 3 clusters Score -1267406 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1267629.875000 Penalty: 4591.298828
	Iteration 16Q: 3 clusters Score -1267630 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1267786.625000 Penalty: 4591.298828
	Iteration 17Q: 3 clusters Score -1267787 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1267940.250000 Penalty: 4591.298828
	Iteration 18Q: 3 clusters Score -1267940 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1268067.625000 Penalty: 4591.298828
	Iteration 19Q: 3 clusters Score -1268068 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1268159.500000 Penalty: 4591.298828
	Iteration 20F: 3 clusters Score -1268160 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1268213.750000 Penalty: 4591.298828
	Iteration 21Q: 3 clusters Score -1268214 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1268247.875000 Penalty: 4591.298828
	Iteration 22Q: 3 clusters Score -1268248 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1268274.500000 Penalty: 4591.298828
	Iteration 23Q: 3 clusters Score -1268274 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1268295.375000 Penalty: 4591.298828
	Iteration 24Q: 3 clusters Score -1268295 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1268311.375000 Penalty: 4591.298828
	Iteration 25Q: 3 clusters Score -1268311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1268324.250000 Penalty: 4591.298828
	Iteration 26Q: 3 clusters Score -1268324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1268332.000000 Penalty: 4591.298828
	Iteration 27Q: 3 clusters Score -1268332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1268339.000000 Penalty: 4591.298828
	Iteration 28Q: 3 clusters Score -1268339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1268343.625000 Penalty: 4591.298828
	Iteration 29Q: 3 clusters Score -1268344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1268348.375000 Penalty: 4591.298828
	Iteration 30Q: 3 clusters Score -1268348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1268347.875000 Penalty: 4591.298828
	Iteration 31Q: 3 clusters Score -1268348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1268349.875000 Penalty: 4591.298828
	Iteration 32Q: 3 clusters Score -1268350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1268353.250000 Penalty: 4591.298828
	Iteration 33Q: 3 clusters Score -1268353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1268352.500000 Penalty: 4591.298828
	Iteration 34Q: 3 clusters Score -1268352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1268356.375000 Penalty: 4591.298828
	Iteration 35Q: 3 clusters Score -1268356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1268357.625000 Penalty: 4591.298828
	Iteration 36Q: 3 clusters Score -1268358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1268360.500000 Penalty: 4591.298828
	Iteration 37Q: 3 clusters Score -1268360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1268362.250000 Penalty: 4591.298828
	Iteration 38Q: 3 clusters Score -1268362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1268369.750000 Penalty: 4591.298828
	Iteration 39Q: 3 clusters Score -1268370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1268371.125000 Penalty: 4591.298828
	Iteration 40F: 3 clusters Score -1268371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1268375.000000 Penalty: 4591.298828
	Iteration 41Q: 3 clusters Score -1268375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1268377.875000 Penalty: 4591.298828
	Iteration 42Q: 3 clusters Score -1268378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1268380.000000 Penalty: 4591.298828
	Iteration 43Q: 3 clusters Score -1268380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1268380.375000 Penalty: 4591.298828
	Iteration 44Q: 3 clusters Score -1268380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1268379.625000 Penalty: 4591.298828
	Iteration 45Q: 3 clusters Score -1268380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1268384.000000 Penalty: 4591.298828
	Iteration 46Q: 3 clusters Score -1268384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1268384.125000 Penalty: 4591.298828
	Iteration 47Q: 3 clusters Score -1268384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1268382.125000 Penalty: 4591.298828
	Iteration 48Q: 3 clusters Score -1268382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1268386.625000 Penalty: 4591.298828
	Iteration 49Q: 3 clusters Score -1268387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1268387.875000 Penalty: 4591.298828
	Iteration 50Q: 3 clusters Score -1268388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1268390.625000 Penalty: 4591.298828
	Iteration 51Q: 3 clusters Score -1268391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1268390.625000 Penalty: 4591.298828
	Iteration 52Q: 3 clusters Score -1268391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1268391.250000 Penalty: 4591.298828
	Iteration 53Q: 3 clusters Score -1268391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1268390.625000 Penalty: 4591.298828
	Iteration 54Q: 3 clusters Score -1268391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1268391.000000 Penalty: 4591.298828
	Iteration 55Q: 3 clusters Score -1268391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1268392.625000 Penalty: 4591.298828
	Iteration 56Q: 3 clusters Score -1268393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1268393.125000 Penalty: 4591.298828
	Iteration 57Q: 3 clusters Score -1268393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1268393.000000 Penalty: 4591.298828
	Iteration 58Q: 3 clusters Score -1268393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1268393.625000 Penalty: 4591.298828
	Iteration 59Q: 3 clusters Score -1268394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1268393.625000 Penalty: 4591.298828
	Iteration 60F: 3 clusters Score -1268394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (157312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157312 members 
Entering Unmasked Estep 
Score: -20096008.000000 Penalty: 2967.564697
	Iteration 0F: 2 clusters Score -2.009601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78855 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -19995620.000000 Penalty: 5935.129395
	Iteration 0F: 3 clusters Score -1.999562e+07 nChanged 75151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82848 members 
Mstep: Class 2 contains 74464 members 
Entering Unmasked Estep 
Score: -20039266.000000 Penalty: 5935.129395
	Iteration 1F: 3 clusters Score -2.003927e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -20040492.000000 Penalty: 5935.129395
	Iteration 2Q: 3 clusters Score -2.004049e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Mstep: Class 2 contains 67342 members 
Entering Unmasked Estep 
Score: -20042680.000000 Penalty: 5935.129395
	Iteration 3Q: 3 clusters Score -2.004268e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96527 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -20046196.000000 Penalty: 5935.129395
	Iteration 4F: 3 clusters Score -2.00462e+07 nChanged 10417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105618 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -20052316.000000 Penalty: 5935.129395
	Iteration 5F: 3 clusters Score -2.005232e+07 nChanged 12476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117018 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -20061420.000000 Penalty: 5935.129395
	Iteration 6F: 3 clusters Score -2.006142e+07 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129000 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -20073134.000000 Penalty: 5935.129395
	Iteration 7F: 3 clusters Score -2.007313e+07 nChanged 10445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138953 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -20083216.000000 Penalty: 5935.129395
	Iteration 8F: 3 clusters Score -2.008322e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145135 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -20088458.000000 Penalty: 5935.129395
	Iteration 9Q: 3 clusters Score -2.008846e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148560 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -20091370.000000 Penalty: 5935.129395
	Iteration 10Q: 3 clusters Score -2.009137e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150535 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -20092910.000000 Penalty: 5935.129395
	Iteration 11Q: 3 clusters Score -2.009291e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151762 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -20093550.000000 Penalty: 5935.129395
	Iteration 12Q: 3 clusters Score -2.009355e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152571 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -20093874.000000 Penalty: 5935.129395
	Iteration 13Q: 3 clusters Score -2.009387e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153169 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -20094022.000000 Penalty: 5935.129395
	Iteration 14Q: 3 clusters Score -2.009402e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153626 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -20094144.000000 Penalty: 5935.129395
	Iteration 15Q: 3 clusters Score -2.009414e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154014 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -20094266.000000 Penalty: 5935.129395
	Iteration 16Q: 3 clusters Score -2.009427e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154306 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -20094258.000000 Penalty: 5935.129395
	Iteration 17Q: 3 clusters Score -2.009426e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154525 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -20094308.000000 Penalty: 5935.129395
	Iteration 18Q: 3 clusters Score -2.009431e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154734 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -20094304.000000 Penalty: 5935.129395
	Iteration 19Q: 3 clusters Score -2.00943e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154910 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -20094324.000000 Penalty: 5935.129395
	Iteration 20F: 3 clusters Score -2.009432e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155055 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -20094304.000000 Penalty: 5935.129395
	Iteration 21Q: 3 clusters Score -2.00943e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155165 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -20094322.000000 Penalty: 5935.129395
	Iteration 22Q: 3 clusters Score -2.009432e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155246 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -20094328.000000 Penalty: 5935.129395
	Iteration 23Q: 3 clusters Score -2.009433e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155318 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -20094290.000000 Penalty: 5935.129395
	Iteration 24Q: 3 clusters Score -2.009429e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155383 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -20094268.000000 Penalty: 5935.129395
	Iteration 25Q: 3 clusters Score -2.009427e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155429 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -20094288.000000 Penalty: 5935.129395
	Iteration 26Q: 3 clusters Score -2.009429e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155487 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -20094274.000000 Penalty: 5935.129395
	Iteration 27Q: 3 clusters Score -2.009427e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155533 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -20094278.000000 Penalty: 5935.129395
	Iteration 28Q: 3 clusters Score -2.009428e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155558 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -20094272.000000 Penalty: 5935.129395
	Iteration 29Q: 3 clusters Score -2.009427e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155583 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -20094290.000000 Penalty: 5935.129395
	Iteration 30Q: 3 clusters Score -2.009429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155602 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -20094300.000000 Penalty: 5935.129395
	Iteration 31Q: 3 clusters Score -2.00943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155615 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -20094324.000000 Penalty: 5935.129395
	Iteration 32Q: 3 clusters Score -2.009432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155627 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -20094314.000000 Penalty: 5935.129395
	Iteration 33Q: 3 clusters Score -2.009431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155638 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -20094304.000000 Penalty: 5935.129395
	Iteration 34Q: 3 clusters Score -2.00943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155643 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -20094312.000000 Penalty: 5935.129395
	Iteration 35Q: 3 clusters Score -2.009431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155647 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -20094320.000000 Penalty: 5935.129395
	Iteration 36Q: 3 clusters Score -2.009432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155650 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -20094298.000000 Penalty: 5935.129395
	Iteration 37Q: 3 clusters Score -2.00943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155652 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -20094308.000000 Penalty: 5935.129395
	Iteration 38Q: 3 clusters Score -2.009431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155656 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -20094306.000000 Penalty: 5935.129395
	Iteration 39Q: 3 clusters Score -2.009431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155657 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -20094304.000000 Penalty: 5935.129395
	Iteration 40F: 3 clusters Score -2.00943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155658 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -20094310.000000 Penalty: 5935.129395
	Iteration 41Q: 3 clusters Score -2.009431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155658 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -20094310.000000 Penalty: 5935.129395
	Iteration 42F: 3 clusters Score -2.009431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (161463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161463 members 
Entering Unmasked Estep 
Score: -20744418.000000 Penalty: 2974.023682
	Iteration 0F: 2 clusters Score -2.074442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80611 members 
Mstep: Class 2 contains 80852 members 
Entering Unmasked Estep 
Score: -20640502.000000 Penalty: 5948.047363
	Iteration 0F: 3 clusters Score -2.06405e+07 nChanged 77442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 82404 members 
Entering Unmasked Estep 
Score: -20684906.000000 Penalty: 5948.047363
	Iteration 1F: 3 clusters Score -2.068491e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78126 members 
Mstep: Class 2 contains 83337 members 
Entering Unmasked Estep 
Score: -20685590.000000 Penalty: 5948.047363
	Iteration 2Q: 3 clusters Score -2.068559e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76714 members 
Mstep: Class 2 contains 84749 members 
Entering Unmasked Estep 
Score: -20686366.000000 Penalty: 5948.047363
	Iteration 3Q: 3 clusters Score -2.068637e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74480 members 
Mstep: Class 2 contains 86983 members 
Entering Unmasked Estep 
Score: -20687446.000000 Penalty: 5948.047363
	Iteration 4Q: 3 clusters Score -2.068745e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71180 members 
Mstep: Class 2 contains 90283 members 
Entering Unmasked Estep 
Score: -20688618.000000 Penalty: 5948.047363
	Iteration 5Q: 3 clusters Score -2.068862e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 95145 members 
Entering Unmasked Estep 
Score: -20690730.000000 Penalty: 5948.047363
	Iteration 6Q: 3 clusters Score -2.069073e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 102092 members 
Entering Unmasked Estep 
Score: -20694376.000000 Penalty: 5948.047363
	Iteration 7Q: 3 clusters Score -2.069438e+07 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 111685 members 
Entering Unmasked Estep 
Score: -20700752.000000 Penalty: 5948.047363
	Iteration 8F: 3 clusters Score -2.070075e+07 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 123597 members 
Entering Unmasked Estep 
Score: -20710218.000000 Penalty: 5948.047363
	Iteration 9F: 3 clusters Score -2.071022e+07 nChanged 12507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 136084 members 
Entering Unmasked Estep 
Score: -20721422.000000 Penalty: 5948.047363
	Iteration 10F: 3 clusters Score -2.072142e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 146866 members 
Entering Unmasked Estep 
Score: -20731492.000000 Penalty: 5948.047363
	Iteration 11F: 3 clusters Score -2.073149e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 154101 members 
Entering Unmasked Estep 
Score: -20737480.000000 Penalty: 5948.047363
	Iteration 12Q: 3 clusters Score -2.073748e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 158084 members 
Entering Unmasked Estep 
Score: -20740054.000000 Penalty: 5948.047363
	Iteration 13Q: 3 clusters Score -2.074005e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 159904 members 
Entering Unmasked Estep 
Score: -20741068.000000 Penalty: 5948.047363
	Iteration 14Q: 3 clusters Score -2.074107e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 160577 members 
Entering Unmasked Estep 
Score: -20741496.000000 Penalty: 5948.047363
	Iteration 15Q: 3 clusters Score -2.07415e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 160840 members 
Entering Unmasked Estep 
Score: -20741694.000000 Penalty: 5948.047363
	Iteration 16Q: 3 clusters Score -2.074169e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 160945 members 
Entering Unmasked Estep 
Score: -20741828.000000 Penalty: 5948.047363
	Iteration 17Q: 3 clusters Score -2.074183e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 160988 members 
Entering Unmasked Estep 
Score: -20741860.000000 Penalty: 5948.047363
	Iteration 18Q: 3 clusters Score -2.074186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 161014 members 
Entering Unmasked Estep 
Score: -20741884.000000 Penalty: 5948.047363
	Iteration 19Q: 3 clusters Score -2.074188e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 161034 members 
Entering Unmasked Estep 
Score: -20741896.000000 Penalty: 5948.047363
	Iteration 20F: 3 clusters Score -2.07419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 161044 members 
Entering Unmasked Estep 
Score: -20741886.000000 Penalty: 5948.047363
	Iteration 21Q: 3 clusters Score -2.074189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 161053 members 
Entering Unmasked Estep 
Score: -20741898.000000 Penalty: 5948.047363
	Iteration 22Q: 3 clusters Score -2.07419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 161056 members 
Entering Unmasked Estep 
Score: -20741894.000000 Penalty: 5948.047363
	Iteration 23Q: 3 clusters Score -2.074189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 161056 members 
Entering Unmasked Estep 
Score: -20741904.000000 Penalty: 5948.047363
	Iteration 24Q: 3 clusters Score -2.07419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 161059 members 
Entering Unmasked Estep 
Score: -20741896.000000 Penalty: 5948.047363
	Iteration 25Q: 3 clusters Score -2.07419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 161066 members 
Entering Unmasked Estep 
Score: -20741890.000000 Penalty: 5948.047363
	Iteration 26Q: 3 clusters Score -2.074189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 161068 members 
Entering Unmasked Estep 
Score: -20741898.000000 Penalty: 5948.047363
	Iteration 27Q: 3 clusters Score -2.07419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 161068 members 
Entering Unmasked Estep 
Score: -20741888.000000 Penalty: 5948.047363
	Iteration 28Q: 3 clusters Score -2.074189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 161071 members 
Entering Unmasked Estep 
Score: -20741902.000000 Penalty: 5948.047363
	Iteration 29Q: 3 clusters Score -2.07419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 161072 members 
Entering Unmasked Estep 
Score: -20741910.000000 Penalty: 5948.047363
	Iteration 30Q: 3 clusters Score -2.074191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 161071 members 
Entering Unmasked Estep 
Score: -20741904.000000 Penalty: 5948.047363
	Iteration 31Q: 3 clusters Score -2.07419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 161071 members 
Entering Unmasked Estep 
Score: -20741904.000000 Penalty: 5948.047363
	Iteration 32F: 3 clusters Score -2.07419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -82844.085938 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -82844.09 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 425 members 
Entering Unmasked Estep 
Score: -81084.539062 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -81084.54 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -81747.031250 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -81747.03 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82227.789062 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -82227.79 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -82508.585938 Penalty: 3328.419434
	Iteration 3F: 3 clusters Score -82508.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82872.062500 Penalty: 3328.419434
	Iteration 4F: 3 clusters Score -82872.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -83058.273438 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -83058.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -83089.929688 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -83089.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -83108.031250 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -83108.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -83138.742188 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -83138.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -83146.609375 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -83146.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -83167.406250 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -83167.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -83189.156250 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -83189.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -83206.328125 Penalty: 3328.419434
	Iteration 12Q: 3 clusters Score -83206.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -83210.953125 Penalty: 3328.419434
	Iteration 13Q: 3 clusters Score -83210.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -83210.953125 Penalty: 3328.419434
	Iteration 14F: 3 clusters Score -83210.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72919 members 
Mstep: Class 3 contains 78712 members 
Mstep: Class 4 contains 140182 members 
Mstep: Class 5 contains 161242 members 
Mstep: Class 6 contains 76889 members 
Mstep: Class 7 contains 245 members 
Mstep: Class 8 contains 150696 members 
Mstep: Class 9 contains 24840 members 
Mstep: Class 10 contains 10474 members 
Mstep: Class 11 contains 157312 members 
Mstep: Class 12 contains 161463 members 
Mstep: Class 13 contains 576 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 161643 members 
Mstep: Class 16 contains 78796 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2045 members 
Mstep: Class 19 contains 7510 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
Score: -161316448.000000 Penalty: 73281.218750
Splitting cluster 13 changes total score from -161317888.000000 to -161316448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -137095.593750 Penalty: 1758.132202
	Iteration 0F: 2 clusters Score -137095.6 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 567 members 
Entering Unmasked Estep 
Score: -135080.359375 Penalty: 3516.264404
	Iteration 0F: 3 clusters Score -135080.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -135559.281250 Penalty: 3516.264404
	Iteration 1F: 3 clusters Score -135559.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -135732.343750 Penalty: 3516.264404
	Iteration 2F: 3 clusters Score -135732.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -135832.343750 Penalty: 3516.264404
	Iteration 3F: 3 clusters Score -135832.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -135911.671875 Penalty: 3516.264404
	Iteration 4Q: 3 clusters Score -135911.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -135957.062500 Penalty: 3516.264404
	Iteration 5Q: 3 clusters Score -135957.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -135991.437500 Penalty: 3516.264404
	Iteration 6Q: 3 clusters Score -135991.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -136023.937500 Penalty: 3516.264404
	Iteration 7Q: 3 clusters Score -136023.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -136051.890625 Penalty: 3516.264404
	Iteration 8Q: 3 clusters Score -136051.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -136071.859375 Penalty: 3516.264404
	Iteration 9Q: 3 clusters Score -136071.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -136088.781250 Penalty: 3516.264404
	Iteration 10Q: 3 clusters Score -136088.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -136105.750000 Penalty: 3516.264404
	Iteration 11Q: 3 clusters Score -136105.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -136116.734375 Penalty: 3516.264404
	Iteration 12Q: 3 clusters Score -136116.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -136128.156250 Penalty: 3516.264404
	Iteration 13Q: 3 clusters Score -136128.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -136142.812500 Penalty: 3516.264404
	Iteration 14Q: 3 clusters Score -136142.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -136153.781250 Penalty: 3516.264404
	Iteration 15Q: 3 clusters Score -136153.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -136160.453125 Penalty: 3516.264404
	Iteration 16Q: 3 clusters Score -136160.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -136165.968750 Penalty: 3516.264404
	Iteration 17Q: 3 clusters Score -136166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -136173.015625 Penalty: 3516.264404
	Iteration 18Q: 3 clusters Score -136173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -136181.156250 Penalty: 3516.264404
	Iteration 19Q: 3 clusters Score -136181.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -136201.406250 Penalty: 3516.264404
	Iteration 20F: 3 clusters Score -136201.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -136242.750000 Penalty: 3516.264404
	Iteration 21Q: 3 clusters Score -136242.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -136255.703125 Penalty: 3516.264404
	Iteration 22Q: 3 clusters Score -136255.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -136260.546875 Penalty: 3516.264404
	Iteration 23Q: 3 clusters Score -136260.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -136264.875000 Penalty: 3516.264404
	Iteration 24Q: 3 clusters Score -136264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -136267.937500 Penalty: 3516.264404
	Iteration 25Q: 3 clusters Score -136267.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -136276.062500 Penalty: 3516.264404
	Iteration 26Q: 3 clusters Score -136276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -136283.031250 Penalty: 3516.264404
	Iteration 27Q: 3 clusters Score -136283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -136289.187500 Penalty: 3516.264404
	Iteration 28Q: 3 clusters Score -136289.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -136290.140625 Penalty: 3516.264404
	Iteration 29Q: 3 clusters Score -136290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -136291.218750 Penalty: 3516.264404
	Iteration 30Q: 3 clusters Score -136291.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -136302.203125 Penalty: 3516.264404
	Iteration 31F: 3 clusters Score -136302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -136317.187500 Penalty: 3516.264404
	Iteration 32Q: 3 clusters Score -136317.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -136323.093750 Penalty: 3516.264404
	Iteration 33Q: 3 clusters Score -136323.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -136327.468750 Penalty: 3516.264404
	Iteration 34Q: 3 clusters Score -136327.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -136328.687500 Penalty: 3516.264404
	Iteration 35Q: 3 clusters Score -136328.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -136328.687500 Penalty: 3516.264404
	Iteration 36F: 3 clusters Score -136328.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (161643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161643 members 
Entering Unmasked Estep 
Score: -20558974.000000 Penalty: 2974.300293
	Iteration 0F: 2 clusters Score -2.055897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80871 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -20452324.000000 Penalty: 5948.600586
	Iteration 0F: 3 clusters Score -2.045232e+07 nChanged 77403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80954 members 
Mstep: Class 2 contains 80689 members 
Entering Unmasked Estep 
Score: -20497166.000000 Penalty: 5948.600586
	Iteration 1F: 3 clusters Score -2.049717e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80829 members 
Mstep: Class 2 contains 80814 members 
Entering Unmasked Estep 
Score: -20497908.000000 Penalty: 5948.600586
	Iteration 2Q: 3 clusters Score -2.049791e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -20499046.000000 Penalty: 5948.600586
	Iteration 3Q: 3 clusters Score -2.049905e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80849 members 
Mstep: Class 2 contains 80794 members 
Entering Unmasked Estep 
Score: -20500724.000000 Penalty: 5948.600586
	Iteration 4Q: 3 clusters Score -2.050072e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -20502776.000000 Penalty: 5948.600586
	Iteration 5Q: 3 clusters Score -2.050278e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82106 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -20506248.000000 Penalty: 5948.600586
	Iteration 6Q: 3 clusters Score -2.050625e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84186 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -20511496.000000 Penalty: 5948.600586
	Iteration 7F: 3 clusters Score -2.05115e+07 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -20520396.000000 Penalty: 5948.600586
	Iteration 8F: 3 clusters Score -2.05204e+07 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -20531006.000000 Penalty: 5948.600586
	Iteration 9F: 3 clusters Score -2.053101e+07 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95533 members 
Mstep: Class 2 contains 66110 members 
Entering Unmasked Estep 
Score: -20539078.000000 Penalty: 5948.600586
	Iteration 10F: 3 clusters Score -2.053908e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97798 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -20542680.000000 Penalty: 5948.600586
	Iteration 11Q: 3 clusters Score -2.054268e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99649 members 
Mstep: Class 2 contains 61994 members 
Entering Unmasked Estep 
Score: -20544204.000000 Penalty: 5948.600586
	Iteration 12Q: 3 clusters Score -2.05442e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101412 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -20545426.000000 Penalty: 5948.600586
	Iteration 13Q: 3 clusters Score -2.054543e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103199 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -20546390.000000 Penalty: 5948.600586
	Iteration 14Q: 3 clusters Score -2.054639e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104842 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -20547292.000000 Penalty: 5948.600586
	Iteration 15Q: 3 clusters Score -2.054729e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -20547970.000000 Penalty: 5948.600586
	Iteration 16Q: 3 clusters Score -2.054797e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107733 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -20548564.000000 Penalty: 5948.600586
	Iteration 17Q: 3 clusters Score -2.054856e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109071 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -20548922.000000 Penalty: 5948.600586
	Iteration 18Q: 3 clusters Score -2.054892e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -20549306.000000 Penalty: 5948.600586
	Iteration 19Q: 3 clusters Score -2.054931e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111479 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -20549600.000000 Penalty: 5948.600586
	Iteration 20F: 3 clusters Score -2.05496e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112551 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -20549738.000000 Penalty: 5948.600586
	Iteration 21Q: 3 clusters Score -2.054974e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113579 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -20550010.000000 Penalty: 5948.600586
	Iteration 22Q: 3 clusters Score -2.055001e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114654 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -20550194.000000 Penalty: 5948.600586
	Iteration 23Q: 3 clusters Score -2.055019e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115742 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -20550402.000000 Penalty: 5948.600586
	Iteration 24Q: 3 clusters Score -2.05504e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116870 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -20550518.000000 Penalty: 5948.600586
	Iteration 25Q: 3 clusters Score -2.055052e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118019 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -20550688.000000 Penalty: 5948.600586
	Iteration 26Q: 3 clusters Score -2.055069e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119155 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -20550890.000000 Penalty: 5948.600586
	Iteration 27Q: 3 clusters Score -2.055089e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120293 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -20551102.000000 Penalty: 5948.600586
	Iteration 28Q: 3 clusters Score -2.05511e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121460 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -20551228.000000 Penalty: 5948.600586
	Iteration 29Q: 3 clusters Score -2.055123e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122679 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -20551374.000000 Penalty: 5948.600586
	Iteration 30Q: 3 clusters Score -2.055137e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123907 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -20551532.000000 Penalty: 5948.600586
	Iteration 31Q: 3 clusters Score -2.055153e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125164 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -20551774.000000 Penalty: 5948.600586
	Iteration 32Q: 3 clusters Score -2.055177e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126394 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -20552142.000000 Penalty: 5948.600586
	Iteration 33Q: 3 clusters Score -2.055214e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127582 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -20552318.000000 Penalty: 5948.600586
	Iteration 34Q: 3 clusters Score -2.055232e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128872 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -20552656.000000 Penalty: 5948.600586
	Iteration 35Q: 3 clusters Score -2.055266e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130171 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -20552916.000000 Penalty: 5948.600586
	Iteration 36Q: 3 clusters Score -2.055292e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131479 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -20553318.000000 Penalty: 5948.600586
	Iteration 37Q: 3 clusters Score -2.055332e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132796 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -20553572.000000 Penalty: 5948.600586
	Iteration 38Q: 3 clusters Score -2.055357e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134080 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -20553786.000000 Penalty: 5948.600586
	Iteration 39Q: 3 clusters Score -2.055379e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135304 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -20554112.000000 Penalty: 5948.600586
	Iteration 40F: 3 clusters Score -2.055411e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136535 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -20554390.000000 Penalty: 5948.600586
	Iteration 41Q: 3 clusters Score -2.055439e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137725 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -20554686.000000 Penalty: 5948.600586
	Iteration 42Q: 3 clusters Score -2.055469e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138890 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -20554948.000000 Penalty: 5948.600586
	Iteration 43Q: 3 clusters Score -2.055495e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140048 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -20555186.000000 Penalty: 5948.600586
	Iteration 44Q: 3 clusters Score -2.055519e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141162 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -20555372.000000 Penalty: 5948.600586
	Iteration 45Q: 3 clusters Score -2.055537e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142212 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -20555524.000000 Penalty: 5948.600586
	Iteration 46Q: 3 clusters Score -2.055552e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143246 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -20555768.000000 Penalty: 5948.600586
	Iteration 47Q: 3 clusters Score -2.055577e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144252 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -20556072.000000 Penalty: 5948.600586
	Iteration 48Q: 3 clusters Score -2.055607e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145234 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -20556310.000000 Penalty: 5948.600586
	Iteration 49Q: 3 clusters Score -2.055631e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146170 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -20556474.000000 Penalty: 5948.600586
	Iteration 50Q: 3 clusters Score -2.055647e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147128 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -20556678.000000 Penalty: 5948.600586
	Iteration 51Q: 3 clusters Score -2.055668e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148170 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -20556934.000000 Penalty: 5948.600586
	Iteration 52Q: 3 clusters Score -2.055693e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149151 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -20557112.000000 Penalty: 5948.600586
	Iteration 53Q: 3 clusters Score -2.055711e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150015 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -20557214.000000 Penalty: 5948.600586
	Iteration 54Q: 3 clusters Score -2.055721e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150844 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -20557362.000000 Penalty: 5948.600586
	Iteration 55Q: 3 clusters Score -2.055736e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151656 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -20557560.000000 Penalty: 5948.600586
	Iteration 56Q: 3 clusters Score -2.055756e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152406 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -20557784.000000 Penalty: 5948.600586
	Iteration 57Q: 3 clusters Score -2.055778e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153085 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -20557840.000000 Penalty: 5948.600586
	Iteration 58Q: 3 clusters Score -2.055784e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153729 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -20557916.000000 Penalty: 5948.600586
	Iteration 59Q: 3 clusters Score -2.055792e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154329 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -20557972.000000 Penalty: 5948.600586
	Iteration 60F: 3 clusters Score -2.055797e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154832 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -20558036.000000 Penalty: 5948.600586
	Iteration 61Q: 3 clusters Score -2.055804e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155275 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -20558078.000000 Penalty: 5948.600586
	Iteration 62Q: 3 clusters Score -2.055808e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155673 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -20558108.000000 Penalty: 5948.600586
	Iteration 63Q: 3 clusters Score -2.055811e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156012 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -20558066.000000 Penalty: 5948.600586
	Iteration 64Q: 3 clusters Score -2.055807e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156310 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -20558074.000000 Penalty: 5948.600586
	Iteration 65Q: 3 clusters Score -2.055807e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156568 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -20558094.000000 Penalty: 5948.600586
	Iteration 66Q: 3 clusters Score -2.055809e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156807 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -20558104.000000 Penalty: 5948.600586
	Iteration 67Q: 3 clusters Score -2.05581e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156996 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -20558066.000000 Penalty: 5948.600586
	Iteration 68Q: 3 clusters Score -2.055807e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157174 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -20558114.000000 Penalty: 5948.600586
	Iteration 69Q: 3 clusters Score -2.055811e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157330 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -20558130.000000 Penalty: 5948.600586
	Iteration 70Q: 3 clusters Score -2.055813e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157438 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -20558120.000000 Penalty: 5948.600586
	Iteration 71Q: 3 clusters Score -2.055812e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -20558128.000000 Penalty: 5948.600586
	Iteration 72Q: 3 clusters Score -2.055813e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157609 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -20558130.000000 Penalty: 5948.600586
	Iteration 73Q: 3 clusters Score -2.055813e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157671 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -20558136.000000 Penalty: 5948.600586
	Iteration 74Q: 3 clusters Score -2.055814e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157740 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -20558110.000000 Penalty: 5948.600586
	Iteration 75Q: 3 clusters Score -2.055811e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157803 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -20558104.000000 Penalty: 5948.600586
	Iteration 76Q: 3 clusters Score -2.05581e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157855 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -20558064.000000 Penalty: 5948.600586
	Iteration 77Q: 3 clusters Score -2.055806e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157907 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -20558074.000000 Penalty: 5948.600586
	Iteration 78Q: 3 clusters Score -2.055807e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157952 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -20558078.000000 Penalty: 5948.600586
	Iteration 79Q: 3 clusters Score -2.055808e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157990 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -20558058.000000 Penalty: 5948.600586
	Iteration 80F: 3 clusters Score -2.055806e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158027 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -20558056.000000 Penalty: 5948.600586
	Iteration 81Q: 3 clusters Score -2.055806e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158066 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -20558030.000000 Penalty: 5948.600586
	Iteration 82Q: 3 clusters Score -2.055803e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158097 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -20558030.000000 Penalty: 5948.600586
	Iteration 83Q: 3 clusters Score -2.055803e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158126 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -20558008.000000 Penalty: 5948.600586
	Iteration 84Q: 3 clusters Score -2.055801e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158150 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -20558026.000000 Penalty: 5948.600586
	Iteration 85Q: 3 clusters Score -2.055803e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158173 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -20558050.000000 Penalty: 5948.600586
	Iteration 86Q: 3 clusters Score -2.055805e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158196 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -20558046.000000 Penalty: 5948.600586
	Iteration 87Q: 3 clusters Score -2.055805e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158222 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -20558044.000000 Penalty: 5948.600586
	Iteration 88Q: 3 clusters Score -2.055804e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158244 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -20558062.000000 Penalty: 5948.600586
	Iteration 89Q: 3 clusters Score -2.055806e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158261 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -20558082.000000 Penalty: 5948.600586
	Iteration 90Q: 3 clusters Score -2.055808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158274 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -20558080.000000 Penalty: 5948.600586
	Iteration 91Q: 3 clusters Score -2.055808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158289 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -20558078.000000 Penalty: 5948.600586
	Iteration 92Q: 3 clusters Score -2.055808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158299 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -20558080.000000 Penalty: 5948.600586
	Iteration 93Q: 3 clusters Score -2.055808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158308 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -20558084.000000 Penalty: 5948.600586
	Iteration 94Q: 3 clusters Score -2.055808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158315 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -20558092.000000 Penalty: 5948.600586
	Iteration 95Q: 3 clusters Score -2.055809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158320 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -20558088.000000 Penalty: 5948.600586
	Iteration 96Q: 3 clusters Score -2.055809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158321 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -20558090.000000 Penalty: 5948.600586
	Iteration 97Q: 3 clusters Score -2.055809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158323 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -20558106.000000 Penalty: 5948.600586
	Iteration 98Q: 3 clusters Score -2.055811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158327 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -20558090.000000 Penalty: 5948.600586
	Iteration 99Q: 3 clusters Score -2.055809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158328 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -20558094.000000 Penalty: 5948.600586
	Iteration 100F: 3 clusters Score -2.055809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (78796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78796 members 
Entering Unmasked Estep 
Score: -9984410.000000 Penalty: 2796.104980
	Iteration 0F: 2 clusters Score -9984410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -9931525.000000 Penalty: 5592.209961
	Iteration 0F: 3 clusters Score -9931525 nChanged 37098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -9952934.000000 Penalty: 5592.209961
	Iteration 1F: 3 clusters Score -9952934 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -9954260.000000 Penalty: 5592.209961
	Iteration 2Q: 3 clusters Score -9954260 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -9956032.000000 Penalty: 5592.209961
	Iteration 3Q: 3 clusters Score -9956032 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -9957951.000000 Penalty: 5592.209961
	Iteration 4F: 3 clusters Score -9957951 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -9960110.000000 Penalty: 5592.209961
	Iteration 5F: 3 clusters Score -9960110 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -9962391.000000 Penalty: 5592.209961
	Iteration 6F: 3 clusters Score -9962391 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -9965237.000000 Penalty: 5592.209961
	Iteration 7F: 3 clusters Score -9965237 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -9968748.000000 Penalty: 5592.209961
	Iteration 8F: 3 clusters Score -9968748 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -9972305.000000 Penalty: 5592.209961
	Iteration 9F: 3 clusters Score -9972305 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -9974956.000000 Penalty: 5592.209961
	Iteration 10F: 3 clusters Score -9974956 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -9976716.000000 Penalty: 5592.209961
	Iteration 11Q: 3 clusters Score -9976716 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -9977811.000000 Penalty: 5592.209961
	Iteration 12Q: 3 clusters Score -9977811 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -9978461.000000 Penalty: 5592.209961
	Iteration 13Q: 3 clusters Score -9978461 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -9978869.000000 Penalty: 5592.209961
	Iteration 14Q: 3 clusters Score -9978869 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -9979112.000000 Penalty: 5592.209961
	Iteration 15Q: 3 clusters Score -9979112 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -9979284.000000 Penalty: 5592.209961
	Iteration 16Q: 3 clusters Score -9979284 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -9979439.000000 Penalty: 5592.209961
	Iteration 17Q: 3 clusters Score -9979439 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -9979500.000000 Penalty: 5592.209961
	Iteration 18Q: 3 clusters Score -9979500 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -9979606.000000 Penalty: 5592.209961
	Iteration 19Q: 3 clusters Score -9979606 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -9979639.000000 Penalty: 5592.209961
	Iteration 20F: 3 clusters Score -9979639 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -9979716.000000 Penalty: 5592.209961
	Iteration 21Q: 3 clusters Score -9979716 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -9979836.000000 Penalty: 5592.209961
	Iteration 22Q: 3 clusters Score -9979836 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -9979898.000000 Penalty: 5592.209961
	Iteration 23Q: 3 clusters Score -9979898 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -9979933.000000 Penalty: 5592.209961
	Iteration 24Q: 3 clusters Score -9979933 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -9980040.000000 Penalty: 5592.209961
	Iteration 25Q: 3 clusters Score -9980040 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -9980105.000000 Penalty: 5592.209961
	Iteration 26Q: 3 clusters Score -9980105 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -9980195.000000 Penalty: 5592.209961
	Iteration 27Q: 3 clusters Score -9980195 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -9980190.000000 Penalty: 5592.209961
	Iteration 28Q: 3 clusters Score -9980190 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -9980217.000000 Penalty: 5592.209961
	Iteration 29Q: 3 clusters Score -9980217 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -9980308.000000 Penalty: 5592.209961
	Iteration 30Q: 3 clusters Score -9980308 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -9980330.000000 Penalty: 5592.209961
	Iteration 31Q: 3 clusters Score -9980330 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -9980361.000000 Penalty: 5592.209961
	Iteration 32Q: 3 clusters Score -9980361 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -9980409.000000 Penalty: 5592.209961
	Iteration 33Q: 3 clusters Score -9980409 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -9980442.000000 Penalty: 5592.209961
	Iteration 34Q: 3 clusters Score -9980442 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -9980428.000000 Penalty: 5592.209961
	Iteration 35Q: 3 clusters Score -9980428 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -9980473.000000 Penalty: 5592.209961
	Iteration 36Q: 3 clusters Score -9980473 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -9980505.000000 Penalty: 5592.209961
	Iteration 37Q: 3 clusters Score -9980505 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -9980514.000000 Penalty: 5592.209961
	Iteration 38Q: 3 clusters Score -9980514 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -9980531.000000 Penalty: 5592.209961
	Iteration 39Q: 3 clusters Score -9980531 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -9980518.000000 Penalty: 5592.209961
	Iteration 40F: 3 clusters Score -9980518 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -9980545.000000 Penalty: 5592.209961
	Iteration 41Q: 3 clusters Score -9980545 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -9980549.000000 Penalty: 5592.209961
	Iteration 42Q: 3 clusters Score -9980549 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -9980578.000000 Penalty: 5592.209961
	Iteration 43Q: 3 clusters Score -9980578 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -9980605.000000 Penalty: 5592.209961
	Iteration 44Q: 3 clusters Score -9980605 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -9980597.000000 Penalty: 5592.209961
	Iteration 45Q: 3 clusters Score -9980597 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -9980624.000000 Penalty: 5592.209961
	Iteration 46Q: 3 clusters Score -9980624 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -9980617.000000 Penalty: 5592.209961
	Iteration 47Q: 3 clusters Score -9980617 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -9980615.000000 Penalty: 5592.209961
	Iteration 48Q: 3 clusters Score -9980615 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -9980610.000000 Penalty: 5592.209961
	Iteration 49Q: 3 clusters Score -9980610 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54220 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -9980616.000000 Penalty: 5592.209961
	Iteration 50Q: 3 clusters Score -9980616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -9980622.000000 Penalty: 5592.209961
	Iteration 51Q: 3 clusters Score -9980622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -9980612.000000 Penalty: 5592.209961
	Iteration 52Q: 3 clusters Score -9980612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -9980635.000000 Penalty: 5592.209961
	Iteration 53Q: 3 clusters Score -9980635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -9980653.000000 Penalty: 5592.209961
	Iteration 54Q: 3 clusters Score -9980653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -9980647.000000 Penalty: 5592.209961
	Iteration 55Q: 3 clusters Score -9980647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -9980650.000000 Penalty: 5592.209961
	Iteration 56Q: 3 clusters Score -9980650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -9980641.000000 Penalty: 5592.209961
	Iteration 57Q: 3 clusters Score -9980641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -9980640.000000 Penalty: 5592.209961
	Iteration 58Q: 3 clusters Score -9980640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -9980638.000000 Penalty: 5592.209961
	Iteration 59Q: 3 clusters Score -9980638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -9980630.000000 Penalty: 5592.209961
	Iteration 60F: 3 clusters Score -9980630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -9980629.000000 Penalty: 5592.209961
	Iteration 61Q: 3 clusters Score -9980629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -9980632.000000 Penalty: 5592.209961
	Iteration 62Q: 3 clusters Score -9980632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -9980636.000000 Penalty: 5592.209961
	Iteration 63Q: 3 clusters Score -9980636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -9980645.000000 Penalty: 5592.209961
	Iteration 64Q: 3 clusters Score -9980645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -9980635.000000 Penalty: 5592.209961
	Iteration 65Q: 3 clusters Score -9980635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -9980644.000000 Penalty: 5592.209961
	Iteration 66Q: 3 clusters Score -9980644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -9980634.000000 Penalty: 5592.209961
	Iteration 67Q: 3 clusters Score -9980634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -9980639.000000 Penalty: 5592.209961
	Iteration 68Q: 3 clusters Score -9980639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -9980632.000000 Penalty: 5592.209961
	Iteration 69Q: 3 clusters Score -9980632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -9980627.000000 Penalty: 5592.209961
	Iteration 70Q: 3 clusters Score -9980627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -9980634.000000 Penalty: 5592.209961
	Iteration 71Q: 3 clusters Score -9980634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -9980634.000000 Penalty: 5592.209961
	Iteration 72Q: 3 clusters Score -9980634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -9980623.000000 Penalty: 5592.209961
	Iteration 73Q: 3 clusters Score -9980623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -9980625.000000 Penalty: 5592.209961
	Iteration 74Q: 3 clusters Score -9980625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -9980627.000000 Penalty: 5592.209961
	Iteration 75Q: 3 clusters Score -9980627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -9980629.000000 Penalty: 5592.209961
	Iteration 76Q: 3 clusters Score -9980629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -9980633.000000 Penalty: 5592.209961
	Iteration 77Q: 3 clusters Score -9980633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -9980625.000000 Penalty: 5592.209961
	Iteration 78Q: 3 clusters Score -9980625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -9980631.000000 Penalty: 5592.209961
	Iteration 79Q: 3 clusters Score -9980631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -9980633.000000 Penalty: 5592.209961
	Iteration 80F: 3 clusters Score -9980633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -9980634.000000 Penalty: 5592.209961
	Iteration 81Q: 3 clusters Score -9980634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -9980639.000000 Penalty: 5592.209961
	Iteration 82Q: 3 clusters Score -9980639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -9980636.000000 Penalty: 5592.209961
	Iteration 83Q: 3 clusters Score -9980636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -9980628.000000 Penalty: 5592.209961
	Iteration 84Q: 3 clusters Score -9980628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -9980630.000000 Penalty: 5592.209961
	Iteration 85Q: 3 clusters Score -9980630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -9980629.000000 Penalty: 5592.209961
	Iteration 86Q: 3 clusters Score -9980629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -9980624.000000 Penalty: 5592.209961
	Iteration 87Q: 3 clusters Score -9980624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -9980622.000000 Penalty: 5592.209961
	Iteration 88Q: 3 clusters Score -9980622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -9980609.000000 Penalty: 5592.209961
	Iteration 89Q: 3 clusters Score -9980609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -9980611.000000 Penalty: 5592.209961
	Iteration 90Q: 3 clusters Score -9980611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -9980615.000000 Penalty: 5592.209961
	Iteration 91Q: 3 clusters Score -9980615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -9980613.000000 Penalty: 5592.209961
	Iteration 92Q: 3 clusters Score -9980613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -9980609.000000 Penalty: 5592.209961
	Iteration 93Q: 3 clusters Score -9980609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -9980610.000000 Penalty: 5592.209961
	Iteration 94Q: 3 clusters Score -9980610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -9980614.000000 Penalty: 5592.209961
	Iteration 95Q: 3 clusters Score -9980614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -9980622.000000 Penalty: 5592.209961
	Iteration 96Q: 3 clusters Score -9980622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -9980622.000000 Penalty: 5592.209961
	Iteration 97F: 3 clusters Score -9980622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -81088.343750 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -81088.34 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 387 members 
Entering Unmasked Estep 
Score: -79374.609375 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -79374.61 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -79810.742188 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -79810.74 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80024.320312 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -80024.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -80167.015625 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -80167.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80369.531250 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -80369.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80684.335938 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -80684.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -80878.234375 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -80878.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -81042.726562 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -81042.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -81192.492188 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -81192.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81256.867188 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -81256.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81302.812500 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -81302.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81342.882812 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -81342.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -81359.828125 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -81359.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -81379.406250 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -81379.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81392.257812 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -81392.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81415.070312 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -81415.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -81425.328125 Penalty: 3312.457520
	Iteration 16Q: 3 clusters Score -81425.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -81428.070312 Penalty: 3312.457520
	Iteration 17Q: 3 clusters Score -81428.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -81431.531250 Penalty: 3312.457520
	Iteration 18Q: 3 clusters Score -81431.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -81443.328125 Penalty: 3312.457520
	Iteration 19Q: 3 clusters Score -81443.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -81459.843750 Penalty: 3312.457520
	Iteration 20F: 3 clusters Score -81459.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -81484.062500 Penalty: 3312.457520
	Iteration 21Q: 3 clusters Score -81484.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -81489.585938 Penalty: 3312.457520
	Iteration 22Q: 3 clusters Score -81489.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -81490.468750 Penalty: 3312.457520
	Iteration 23Q: 3 clusters Score -81490.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -81490.468750 Penalty: 3312.457520
	Iteration 24F: 3 clusters Score -81490.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72919 members 
Mstep: Class 3 contains 78712 members 
Mstep: Class 4 contains 140182 members 
Mstep: Class 5 contains 161242 members 
Mstep: Class 6 contains 76889 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 150696 members 
Mstep: Class 9 contains 24840 members 
Mstep: Class 10 contains 10474 members 
Mstep: Class 11 contains 157312 members 
Mstep: Class 12 contains 161463 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 161643 members 
Mstep: Class 16 contains 78796 members 
Mstep: Class 17 contains 334 members 
Mstep: Class 18 contains 2045 members 
Mstep: Class 19 contains 7510 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
Score: -161316704.000000 Penalty: 73281.218750
Splitting cluster 17 changes total score from -161317888.000000 to -161316704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -254001.015625 Penalty: 1890.541992
	Iteration 0F: 2 clusters Score -254001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -251362.843750 Penalty: 3781.083984
	Iteration 0F: 3 clusters Score -251362.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -251877.921875 Penalty: 3781.083984
	Iteration 1F: 3 clusters Score -251877.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -252009.406250 Penalty: 3781.083984
	Iteration 2F: 3 clusters Score -252009.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -252094.109375 Penalty: 3781.083984
	Iteration 3Q: 3 clusters Score -252094.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -252169.734375 Penalty: 3781.083984
	Iteration 4Q: 3 clusters Score -252169.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -252219.093750 Penalty: 3781.083984
	Iteration 5Q: 3 clusters Score -252219.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -252279.859375 Penalty: 3781.083984
	Iteration 6Q: 3 clusters Score -252279.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -252317.078125 Penalty: 3781.083984
	Iteration 7Q: 3 clusters Score -252317.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -252355.296875 Penalty: 3781.083984
	Iteration 8Q: 3 clusters Score -252355.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -252385.828125 Penalty: 3781.083984
	Iteration 9Q: 3 clusters Score -252385.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -252406.265625 Penalty: 3781.083984
	Iteration 10Q: 3 clusters Score -252406.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -252433.421875 Penalty: 3781.083984
	Iteration 11Q: 3 clusters Score -252433.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -252460.078125 Penalty: 3781.083984
	Iteration 12Q: 3 clusters Score -252460.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -252485.250000 Penalty: 3781.083984
	Iteration 13Q: 3 clusters Score -252485.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -252516.687500 Penalty: 3781.083984
	Iteration 14Q: 3 clusters Score -252516.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -252565.046875 Penalty: 3781.083984
	Iteration 15Q: 3 clusters Score -252565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -252592.968750 Penalty: 3781.083984
	Iteration 16Q: 3 clusters Score -252593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -252618.187500 Penalty: 3781.083984
	Iteration 17Q: 3 clusters Score -252618.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -252641.656250 Penalty: 3781.083984
	Iteration 18Q: 3 clusters Score -252641.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -252661.000000 Penalty: 3781.083984
	Iteration 19Q: 3 clusters Score -252661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -252683.937500 Penalty: 3781.083984
	Iteration 20F: 3 clusters Score -252683.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -252708.781250 Penalty: 3781.083984
	Iteration 21Q: 3 clusters Score -252708.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -252736.078125 Penalty: 3781.083984
	Iteration 22Q: 3 clusters Score -252736.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -252754.718750 Penalty: 3781.083984
	Iteration 23Q: 3 clusters Score -252754.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -252782.687500 Penalty: 3781.083984
	Iteration 24Q: 3 clusters Score -252782.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -252799.609375 Penalty: 3781.083984
	Iteration 25Q: 3 clusters Score -252799.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -252815.281250 Penalty: 3781.083984
	Iteration 26Q: 3 clusters Score -252815.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -252835.984375 Penalty: 3781.083984
	Iteration 27Q: 3 clusters Score -252836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -252852.546875 Penalty: 3781.083984
	Iteration 28Q: 3 clusters Score -252852.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -252860.062500 Penalty: 3781.083984
	Iteration 29Q: 3 clusters Score -252860.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -252871.453125 Penalty: 3781.083984
	Iteration 30Q: 3 clusters Score -252871.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -252879.781250 Penalty: 3781.083984
	Iteration 31Q: 3 clusters Score -252879.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -252884.796875 Penalty: 3781.083984
	Iteration 32Q: 3 clusters Score -252884.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -252889.375000 Penalty: 3781.083984
	Iteration 33Q: 3 clusters Score -252889.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -252895.062500 Penalty: 3781.083984
	Iteration 34Q: 3 clusters Score -252895.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -252898.046875 Penalty: 3781.083984
	Iteration 35Q: 3 clusters Score -252898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -252899.031250 Penalty: 3781.083984
	Iteration 36Q: 3 clusters Score -252899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -252901.421875 Penalty: 3781.083984
	Iteration 37Q: 3 clusters Score -252901.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -252901.421875 Penalty: 3781.083984
	Iteration 38F: 3 clusters Score -252901.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Entering Unmasked Estep 
Score: -907235.187500 Penalty: 2213.149902
	Iteration 0F: 2 clusters Score -907235.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -901184.375000 Penalty: 4426.299805
	Iteration 0F: 3 clusters Score -901184.4 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -902916.500000 Penalty: 4426.299805
	Iteration 1F: 3 clusters Score -902916.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -903292.937500 Penalty: 4426.299805
	Iteration 2F: 3 clusters Score -903292.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -903626.562500 Penalty: 4426.299805
	Iteration 3F: 3 clusters Score -903626.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -903940.375000 Penalty: 4426.299805
	Iteration 4F: 3 clusters Score -903940.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -904260.687500 Penalty: 4426.299805
	Iteration 5F: 3 clusters Score -904260.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -904542.062500 Penalty: 4426.299805
	Iteration 6F: 3 clusters Score -904542.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -904802.250000 Penalty: 4426.299805
	Iteration 7F: 3 clusters Score -904802.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -905042.875000 Penalty: 4426.299805
	Iteration 8Q: 3 clusters Score -905042.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -905229.687500 Penalty: 4426.299805
	Iteration 9Q: 3 clusters Score -905229.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -905384.062500 Penalty: 4426.299805
	Iteration 10Q: 3 clusters Score -905384.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -905490.375000 Penalty: 4426.299805
	Iteration 11Q: 3 clusters Score -905490.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -905570.000000 Penalty: 4426.299805
	Iteration 12Q: 3 clusters Score -905570 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -905613.312500 Penalty: 4426.299805
	Iteration 13Q: 3 clusters Score -905613.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -905642.125000 Penalty: 4426.299805
	Iteration 14Q: 3 clusters Score -905642.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -905657.750000 Penalty: 4426.299805
	Iteration 15Q: 3 clusters Score -905657.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -905678.062500 Penalty: 4426.299805
	Iteration 16Q: 3 clusters Score -905678.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -905696.062500 Penalty: 4426.299805
	Iteration 17Q: 3 clusters Score -905696.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -905708.500000 Penalty: 4426.299805
	Iteration 18Q: 3 clusters Score -905708.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -905715.187500 Penalty: 4426.299805
	Iteration 19Q: 3 clusters Score -905715.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -905725.625000 Penalty: 4426.299805
	Iteration 20F: 3 clusters Score -905725.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -905737.125000 Penalty: 4426.299805
	Iteration 21Q: 3 clusters Score -905737.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -905754.500000 Penalty: 4426.299805
	Iteration 22Q: 3 clusters Score -905754.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -905764.500000 Penalty: 4426.299805
	Iteration 23Q: 3 clusters Score -905764.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -905773.250000 Penalty: 4426.299805
	Iteration 24Q: 3 clusters Score -905773.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -905787.062500 Penalty: 4426.299805
	Iteration 25Q: 3 clusters Score -905787.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -905801.812500 Penalty: 4426.299805
	Iteration 26Q: 3 clusters Score -905801.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -905819.625000 Penalty: 4426.299805
	Iteration 27Q: 3 clusters Score -905819.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -905834.312500 Penalty: 4426.299805
	Iteration 28Q: 3 clusters Score -905834.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -905851.250000 Penalty: 4426.299805
	Iteration 29Q: 3 clusters Score -905851.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -905870.500000 Penalty: 4426.299805
	Iteration 30Q: 3 clusters Score -905870.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -905896.125000 Penalty: 4426.299805
	Iteration 31Q: 3 clusters Score -905896.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -905917.062500 Penalty: 4426.299805
	Iteration 32Q: 3 clusters Score -905917.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -905941.187500 Penalty: 4426.299805
	Iteration 33Q: 3 clusters Score -905941.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -905962.250000 Penalty: 4426.299805
	Iteration 34Q: 3 clusters Score -905962.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -905977.812500 Penalty: 4426.299805
	Iteration 35Q: 3 clusters Score -905977.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -905990.125000 Penalty: 4426.299805
	Iteration 36Q: 3 clusters Score -905990.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -906007.125000 Penalty: 4426.299805
	Iteration 37Q: 3 clusters Score -906007.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -906018.937500 Penalty: 4426.299805
	Iteration 38Q: 3 clusters Score -906018.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -906029.000000 Penalty: 4426.299805
	Iteration 39Q: 3 clusters Score -906029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -906035.500000 Penalty: 4426.299805
	Iteration 40F: 3 clusters Score -906035.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -906043.625000 Penalty: 4426.299805
	Iteration 41Q: 3 clusters Score -906043.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -906049.937500 Penalty: 4426.299805
	Iteration 42Q: 3 clusters Score -906049.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -906052.437500 Penalty: 4426.299805
	Iteration 43Q: 3 clusters Score -906052.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -906053.375000 Penalty: 4426.299805
	Iteration 44Q: 3 clusters Score -906053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -906053.500000 Penalty: 4426.299805
	Iteration 45Q: 3 clusters Score -906053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -906055.750000 Penalty: 4426.299805
	Iteration 46Q: 3 clusters Score -906055.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -906057.562500 Penalty: 4426.299805
	Iteration 47Q: 3 clusters Score -906057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -906057.687500 Penalty: 4426.299805
	Iteration 48Q: 3 clusters Score -906057.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -906058.125000 Penalty: 4426.299805
	Iteration 49Q: 3 clusters Score -906058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -906060.937500 Penalty: 4426.299805
	Iteration 50Q: 3 clusters Score -906060.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -906061.500000 Penalty: 4426.299805
	Iteration 51Q: 3 clusters Score -906061.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -906061.437500 Penalty: 4426.299805
	Iteration 52Q: 3 clusters Score -906061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -906064.375000 Penalty: 4426.299805
	Iteration 53Q: 3 clusters Score -906064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -906065.562500 Penalty: 4426.299805
	Iteration 54Q: 3 clusters Score -906065.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -906065.562500 Penalty: 4426.299805
	Iteration 55F: 3 clusters Score -906065.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -62666.695312 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -62666.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61144.054688 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -61144.05 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61667.386719 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -61667.39 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62089.253906 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -62089.25 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62499.625000 Penalty: 3193.917725
	Iteration 3F: 3 clusters Score -62499.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62686.371094 Penalty: 3193.917725
	Iteration 4F: 3 clusters Score -62686.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62814.359375 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -62814.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -62916.132812 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -62916.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -63028.289062 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -63028.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -63074.796875 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -63074.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -63101.718750 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -63101.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -63137.519531 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -63137.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -63203.468750 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -63203.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -63255.082031 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -63255.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -63287.781250 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -63287.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -63293.621094 Penalty: 3193.917725
	Iteration 14Q: 3 clusters Score -63293.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -63312.144531 Penalty: 3193.917725
	Iteration 15F: 3 clusters Score -63312.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -63329.199219 Penalty: 3193.917725
	Iteration 16Q: 3 clusters Score -63329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -63339.812500 Penalty: 3193.917725
	Iteration 17Q: 3 clusters Score -63339.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -63353.738281 Penalty: 3193.917725
	Iteration 18Q: 3 clusters Score -63353.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -63460.210938 Penalty: 3193.917725
	Iteration 19Q: 3 clusters Score -63460.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -63692.812500 Penalty: 3193.917725
	Iteration 20F: 3 clusters Score -63692.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -63758.234375 Penalty: 3193.917725
	Iteration 21Q: 3 clusters Score -63758.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -63765.949219 Penalty: 3193.917725
	Iteration 22Q: 3 clusters Score -63765.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -63803.839844 Penalty: 3193.917725
	Iteration 23Q: 3 clusters Score -63803.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -63803.839844 Penalty: 3193.917725
	Iteration 24F: 3 clusters Score -63803.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72919 members 
Mstep: Class 3 contains 78712 members 
Mstep: Class 4 contains 140182 members 
Mstep: Class 5 contains 161242 members 
Mstep: Class 6 contains 76889 members 
Mstep: Class 7 contains 208 members 
Mstep: Class 8 contains 150696 members 
Mstep: Class 9 contains 24840 members 
Mstep: Class 10 contains 10474 members 
Mstep: Class 11 contains 157312 members 
Mstep: Class 12 contains 161463 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 161643 members 
Mstep: Class 16 contains 78796 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2045 members 
Mstep: Class 19 contains 7510 members 
Mstep: Class 20 contains 418 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
Score: -161317232.000000 Penalty: 73281.218750
Splitting cluster 20 changes total score from -161317888.000000 to -161317232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Entering Unmasked Estep 
Score: -265773.562500 Penalty: 1900.058716
	Iteration 0F: 2 clusters Score -265773.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -263060.093750 Penalty: 3800.117432
	Iteration 0F: 3 clusters Score -263060.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -263570.218750 Penalty: 3800.117432
	Iteration 1F: 3 clusters Score -263570.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -263698.437500 Penalty: 3800.117432
	Iteration 2F: 3 clusters Score -263698.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -263765.812500 Penalty: 3800.117432
	Iteration 3Q: 3 clusters Score -263765.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -263809.156250 Penalty: 3800.117432
	Iteration 4Q: 3 clusters Score -263809.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -263837.312500 Penalty: 3800.117432
	Iteration 5Q: 3 clusters Score -263837.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -263849.937500 Penalty: 3800.117432
	Iteration 6Q: 3 clusters Score -263849.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -263859.250000 Penalty: 3800.117432
	Iteration 7Q: 3 clusters Score -263859.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -263866.156250 Penalty: 3800.117432
	Iteration 8Q: 3 clusters Score -263866.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -263869.687500 Penalty: 3800.117432
	Iteration 9Q: 3 clusters Score -263869.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -263872.812500 Penalty: 3800.117432
	Iteration 10Q: 3 clusters Score -263872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -263876.281250 Penalty: 3800.117432
	Iteration 11Q: 3 clusters Score -263876.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -263881.656250 Penalty: 3800.117432
	Iteration 12Q: 3 clusters Score -263881.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -263883.906250 Penalty: 3800.117432
	Iteration 13Q: 3 clusters Score -263883.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -263885.156250 Penalty: 3800.117432
	Iteration 14Q: 3 clusters Score -263885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -263885.156250 Penalty: 3800.117432
	Iteration 15F: 3 clusters Score -263885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72919 members 
Mstep: Class 3 contains 78712 members 
Mstep: Class 4 contains 140182 members 
Mstep: Class 5 contains 161242 members 
Mstep: Class 6 contains 76889 members 
Mstep: Class 8 contains 150696 members 
Mstep: Class 9 contains 24840 members 
Mstep: Class 10 contains 10474 members 
Mstep: Class 11 contains 157312 members 
Mstep: Class 12 contains 161463 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 161643 members 
Mstep: Class 16 contains 78796 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2045 members 
Mstep: Class 19 contains 7510 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318080.000000 Penalty: 69791.640625
Iteration 79Q: 21 clusters Score -1.613181e+08 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 73065 members 
Mstep: Class 3 contains 78662 members 
Mstep: Class 4 contains 140249 members 
Mstep: Class 5 contains 160445 members 
Mstep: Class 6 contains 76988 members 
Mstep: Class 8 contains 150736 members 
Mstep: Class 9 contains 24817 members 
Mstep: Class 10 contains 10473 members 
Mstep: Class 11 contains 157267 members 
Mstep: Class 12 contains 161711 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1200 members 
Mstep: Class 15 contains 161948 members 
Mstep: Class 16 contains 78771 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2047 members 
Mstep: Class 19 contains 7543 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318512.000000 Penalty: 69791.640625
Iteration 80F: 21 clusters Score -1.613185e+08 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 73196 members 
Mstep: Class 3 contains 78623 members 
Mstep: Class 4 contains 140336 members 
Mstep: Class 5 contains 159631 members 
Mstep: Class 6 contains 77070 members 
Mstep: Class 8 contains 150715 members 
Mstep: Class 9 contains 24802 members 
Mstep: Class 10 contains 10474 members 
Mstep: Class 11 contains 157249 members 
Mstep: Class 12 contains 161944 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1201 members 
Mstep: Class 15 contains 162324 members 
Mstep: Class 16 contains 78732 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2046 members 
Mstep: Class 19 contains 7580 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318752.000000 Penalty: 69791.640625
Iteration 81Q: 21 clusters Score -1.613188e+08 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 73310 members 
Mstep: Class 3 contains 78592 members 
Mstep: Class 4 contains 140387 members 
Mstep: Class 5 contains 158898 members 
Mstep: Class 6 contains 77138 members 
Mstep: Class 8 contains 150720 members 
Mstep: Class 9 contains 24802 members 
Mstep: Class 10 contains 10478 members 
Mstep: Class 11 contains 157245 members 
Mstep: Class 12 contains 162130 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 162646 members 
Mstep: Class 16 contains 78712 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2046 members 
Mstep: Class 19 contains 7616 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319040.000000 Penalty: 69791.640625
Iteration 82Q: 21 clusters Score -1.61319e+08 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 73442 members 
Mstep: Class 3 contains 78577 members 
Mstep: Class 4 contains 140474 members 
Mstep: Class 5 contains 158223 members 
Mstep: Class 6 contains 77162 members 
Mstep: Class 8 contains 150733 members 
Mstep: Class 9 contains 24787 members 
Mstep: Class 10 contains 10478 members 
Mstep: Class 11 contains 157263 members 
Mstep: Class 12 contains 162286 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1202 members 
Mstep: Class 15 contains 162878 members 
Mstep: Class 16 contains 78715 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2047 members 
Mstep: Class 19 contains 7656 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319520.000000 Penalty: 69791.640625
Iteration 83Q: 21 clusters Score -1.613195e+08 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 73539 members 
Mstep: Class 3 contains 78542 members 
Mstep: Class 4 contains 140583 members 
Mstep: Class 5 contains 157560 members 
Mstep: Class 6 contains 77202 members 
Mstep: Class 8 contains 150746 members 
Mstep: Class 9 contains 24770 members 
Mstep: Class 10 contains 10478 members 
Mstep: Class 11 contains 157326 members 
Mstep: Class 12 contains 162443 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 163086 members 
Mstep: Class 16 contains 78715 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2046 members 
Mstep: Class 19 contains 7684 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319808.000000 Penalty: 69791.640625
Iteration 84Q: 21 clusters Score -1.613198e+08 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 73628 members 
Mstep: Class 3 contains 78524 members 
Mstep: Class 4 contains 140715 members 
Mstep: Class 5 contains 156971 members 
Mstep: Class 6 contains 77212 members 
Mstep: Class 8 contains 150740 members 
Mstep: Class 9 contains 24741 members 
Mstep: Class 10 contains 10466 members 
Mstep: Class 11 contains 157436 members 
Mstep: Class 12 contains 162570 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1202 members 
Mstep: Class 15 contains 163253 members 
Mstep: Class 16 contains 78715 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320144.000000 Penalty: 69791.640625
Iteration 85Q: 21 clusters Score -1.613201e+08 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 73756 members 
Mstep: Class 3 contains 78498 members 
Mstep: Class 4 contains 140851 members 
Mstep: Class 5 contains 156392 members 
Mstep: Class 6 contains 77218 members 
Mstep: Class 8 contains 150728 members 
Mstep: Class 9 contains 24722 members 
Mstep: Class 10 contains 10465 members 
Mstep: Class 11 contains 157517 members 
Mstep: Class 12 contains 162709 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 163387 members 
Mstep: Class 16 contains 78710 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 7723 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320224.000000 Penalty: 69791.640625
Iteration 86Q: 21 clusters Score -1.613202e+08 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 73902 members 
Mstep: Class 3 contains 78465 members 
Mstep: Class 4 contains 140957 members 
Mstep: Class 5 contains 155855 members 
Mstep: Class 6 contains 77213 members 
Mstep: Class 8 contains 150699 members 
Mstep: Class 9 contains 24710 members 
Mstep: Class 10 contains 10458 members 
Mstep: Class 11 contains 157600 members 
Mstep: Class 12 contains 162816 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 163535 members 
Mstep: Class 16 contains 78713 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 7752 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320320.000000 Penalty: 69791.640625
Iteration 87Q: 21 clusters Score -1.613203e+08 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74079 members 
Mstep: Class 3 contains 78452 members 
Mstep: Class 4 contains 141050 members 
Mstep: Class 5 contains 155340 members 
Mstep: Class 6 contains 77222 members 
Mstep: Class 8 contains 150642 members 
Mstep: Class 9 contains 24705 members 
Mstep: Class 10 contains 10466 members 
Mstep: Class 11 contains 157685 members 
Mstep: Class 12 contains 162873 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1201 members 
Mstep: Class 15 contains 163667 members 
Mstep: Class 16 contains 78719 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 7777 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320752.000000 Penalty: 69791.640625
Iteration 88Q: 21 clusters Score -1.613208e+08 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74230 members 
Mstep: Class 3 contains 78438 members 
Mstep: Class 4 contains 141101 members 
Mstep: Class 5 contains 154888 members 
Mstep: Class 6 contains 77234 members 
Mstep: Class 8 contains 150613 members 
Mstep: Class 9 contains 24697 members 
Mstep: Class 10 contains 10461 members 
Mstep: Class 11 contains 157741 members 
Mstep: Class 12 contains 162925 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 163833 members 
Mstep: Class 16 contains 78714 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 7799 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321072.000000 Penalty: 69791.640625
Iteration 89Q: 21 clusters Score -1.613211e+08 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74393 members 
Mstep: Class 3 contains 78432 members 
Mstep: Class 4 contains 141159 members 
Mstep: Class 5 contains 154456 members 
Mstep: Class 6 contains 77234 members 
Mstep: Class 8 contains 150574 members 
Mstep: Class 9 contains 24686 members 
Mstep: Class 10 contains 10453 members 
Mstep: Class 11 contains 157794 members 
Mstep: Class 12 contains 162939 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 164026 members 
Mstep: Class 16 contains 78715 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 7811 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321152.000000 Penalty: 69791.640625
Iteration 90Q: 21 clusters Score -1.613212e+08 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74521 members 
Mstep: Class 3 contains 78437 members 
Mstep: Class 4 contains 141220 members 
Mstep: Class 5 contains 154070 members 
Mstep: Class 6 contains 77249 members 
Mstep: Class 8 contains 150555 members 
Mstep: Class 9 contains 24675 members 
Mstep: Class 10 contains 10448 members 
Mstep: Class 11 contains 157829 members 
Mstep: Class 12 contains 162953 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 164187 members 
Mstep: Class 16 contains 78707 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321072.000000 Penalty: 69791.640625
Iteration 91Q: 21 clusters Score -1.613211e+08 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74673 members 
Mstep: Class 3 contains 78454 members 
Mstep: Class 4 contains 141273 members 
Mstep: Class 5 contains 153758 members 
Mstep: Class 6 contains 77248 members 
Mstep: Class 8 contains 150542 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 10442 members 
Mstep: Class 11 contains 157836 members 
Mstep: Class 12 contains 162987 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 164247 members 
Mstep: Class 16 contains 78710 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 7832 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321536.000000 Penalty: 69791.640625
Iteration 92Q: 21 clusters Score -1.613215e+08 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74829 members 
Mstep: Class 3 contains 78425 members 
Mstep: Class 4 contains 141316 members 
Mstep: Class 5 contains 153479 members 
Mstep: Class 6 contains 77254 members 
Mstep: Class 8 contains 150511 members 
Mstep: Class 9 contains 24681 members 
Mstep: Class 10 contains 10435 members 
Mstep: Class 11 contains 157860 members 
Mstep: Class 12 contains 163024 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 164313 members 
Mstep: Class 16 contains 78706 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 7840 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321536.000000 Penalty: 69791.640625
Iteration 93Q: 21 clusters Score -1.613215e+08 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74956 members 
Mstep: Class 3 contains 78395 members 
Mstep: Class 4 contains 141322 members 
Mstep: Class 5 contains 153235 members 
Mstep: Class 6 contains 77250 members 
Mstep: Class 8 contains 150486 members 
Mstep: Class 9 contains 24697 members 
Mstep: Class 10 contains 10430 members 
Mstep: Class 11 contains 157893 members 
Mstep: Class 12 contains 163020 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 164417 members 
Mstep: Class 16 contains 78724 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 7846 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321776.000000 Penalty: 69791.640625
Iteration 94Q: 21 clusters Score -1.613218e+08 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75086 members 
Mstep: Class 3 contains 78382 members 
Mstep: Class 4 contains 141302 members 
Mstep: Class 5 contains 153024 members 
Mstep: Class 6 contains 77253 members 
Mstep: Class 8 contains 150472 members 
Mstep: Class 9 contains 24712 members 
Mstep: Class 10 contains 10424 members 
Mstep: Class 11 contains 157884 members 
Mstep: Class 12 contains 163038 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 164493 members 
Mstep: Class 16 contains 78744 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 7853 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322048.000000 Penalty: 69791.640625
Iteration 95Q: 21 clusters Score -1.61322e+08 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75213 members 
Mstep: Class 3 contains 78372 members 
Mstep: Class 4 contains 141284 members 
Mstep: Class 5 contains 152829 members 
Mstep: Class 6 contains 77256 members 
Mstep: Class 8 contains 150454 members 
Mstep: Class 9 contains 24709 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 157875 members 
Mstep: Class 12 contains 163098 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 164559 members 
Mstep: Class 16 contains 78743 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2042 members 
Mstep: Class 19 contains 7858 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322144.000000 Penalty: 69791.640625
Iteration 96Q: 21 clusters Score -1.613221e+08 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75309 members 
Mstep: Class 3 contains 78384 members 
Mstep: Class 4 contains 141234 members 
Mstep: Class 5 contains 152685 members 
Mstep: Class 6 contains 77269 members 
Mstep: Class 8 contains 150420 members 
Mstep: Class 9 contains 24709 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 157880 members 
Mstep: Class 12 contains 163120 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 164637 members 
Mstep: Class 16 contains 78743 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2042 members 
Mstep: Class 19 contains 7862 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322160.000000 Penalty: 69791.640625
Iteration 97Q: 21 clusters Score -1.613222e+08 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75389 members 
Mstep: Class 3 contains 78389 members 
Mstep: Class 4 contains 141195 members 
Mstep: Class 5 contains 152601 members 
Mstep: Class 6 contains 77287 members 
Mstep: Class 8 contains 150395 members 
Mstep: Class 9 contains 24705 members 
Mstep: Class 10 contains 10401 members 
Mstep: Class 11 contains 157867 members 
Mstep: Class 12 contains 163176 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 164649 members 
Mstep: Class 16 contains 78747 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2042 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322144.000000 Penalty: 69791.640625
Iteration 98Q: 21 clusters Score -1.613221e+08 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75451 members 
Mstep: Class 3 contains 78392 members 
Mstep: Class 4 contains 141136 members 
Mstep: Class 5 contains 152616 members 
Mstep: Class 6 contains 77281 members 
Mstep: Class 8 contains 150348 members 
Mstep: Class 9 contains 24689 members 
Mstep: Class 10 contains 10389 members 
Mstep: Class 11 contains 157864 members 
Mstep: Class 12 contains 163207 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 164672 members 
Mstep: Class 16 contains 78751 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322496.000000 Penalty: 69791.640625
Iteration 99Q: 21 clusters Score -1.613225e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75490 members 
Mstep: Class 3 contains 78392 members 
Mstep: Class 4 contains 141110 members 
Mstep: Class 5 contains 152662 members 
Mstep: Class 6 contains 77290 members 
Mstep: Class 8 contains 150278 members 
Mstep: Class 9 contains 24673 members 
Mstep: Class 10 contains 10379 members 
Mstep: Class 11 contains 157846 members 
Mstep: Class 12 contains 163261 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 164653 members 
Mstep: Class 16 contains 78750 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2045 members 
Mstep: Class 19 contains 7879 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322640.000000 Penalty: 69791.640625
Iteration 100F: 21 clusters Score -1.613226e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75513 members 
Mstep: Class 3 contains 78380 members 
Mstep: Class 4 contains 141074 members 
Mstep: Class 5 contains 152726 members 
Mstep: Class 6 contains 77323 members 
Mstep: Class 8 contains 150238 members 
Mstep: Class 9 contains 24662 members 
Mstep: Class 10 contains 10361 members 
Mstep: Class 11 contains 157836 members 
Mstep: Class 12 contains 163324 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 164589 members 
Mstep: Class 16 contains 78749 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2045 members 
Mstep: Class 19 contains 7892 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322944.000000 Penalty: 69791.640625
Iteration 101Q: 21 clusters Score -1.613229e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75564 members 
Mstep: Class 3 contains 78365 members 
Mstep: Class 4 contains 141033 members 
Mstep: Class 5 contains 152774 members 
Mstep: Class 6 contains 77360 members 
Mstep: Class 8 contains 150178 members 
Mstep: Class 9 contains 24654 members 
Mstep: Class 10 contains 10339 members 
Mstep: Class 11 contains 157816 members 
Mstep: Class 12 contains 163359 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 164571 members 
Mstep: Class 16 contains 78751 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2045 members 
Mstep: Class 19 contains 7903 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323024.000000 Penalty: 69791.640625
Iteration 102Q: 21 clusters Score -1.61323e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75612 members 
Mstep: Class 3 contains 78347 members 
Mstep: Class 4 contains 140985 members 
Mstep: Class 5 contains 152827 members 
Mstep: Class 6 contains 77412 members 
Mstep: Class 8 contains 150084 members 
Mstep: Class 9 contains 24643 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 157771 members 
Mstep: Class 12 contains 163460 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 164545 members 
Mstep: Class 16 contains 78743 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2045 members 
Mstep: Class 19 contains 7910 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322848.000000 Penalty: 69791.640625
Iteration 103Q: 21 clusters Score -1.613228e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75684 members 
Mstep: Class 3 contains 78345 members 
Mstep: Class 4 contains 140930 members 
Mstep: Class 5 contains 152877 members 
Mstep: Class 6 contains 77446 members 
Mstep: Class 8 contains 149993 members 
Mstep: Class 9 contains 24630 members 
Mstep: Class 10 contains 10320 members 
Mstep: Class 11 contains 157752 members 
Mstep: Class 12 contains 163535 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 164508 members 
Mstep: Class 16 contains 78724 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2045 members 
Mstep: Class 19 contains 7924 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322832.000000 Penalty: 69791.640625
Iteration 104Q: 21 clusters Score -1.613228e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75759 members 
Mstep: Class 3 contains 78326 members 
Mstep: Class 4 contains 140874 members 
Mstep: Class 5 contains 152962 members 
Mstep: Class 6 contains 77495 members 
Mstep: Class 8 contains 149890 members 
Mstep: Class 9 contains 24608 members 
Mstep: Class 10 contains 10317 members 
Mstep: Class 11 contains 157723 members 
Mstep: Class 12 contains 163602 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 164454 members 
Mstep: Class 16 contains 78724 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 7934 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323088.000000 Penalty: 69791.640625
Iteration 105Q: 21 clusters Score -1.613231e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75823 members 
Mstep: Class 3 contains 78295 members 
Mstep: Class 4 contains 140778 members 
Mstep: Class 5 contains 153019 members 
Mstep: Class 6 contains 77546 members 
Mstep: Class 8 contains 149802 members 
Mstep: Class 9 contains 24598 members 
Mstep: Class 10 contains 10302 members 
Mstep: Class 11 contains 157694 members 
Mstep: Class 12 contains 163735 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 164411 members 
Mstep: Class 16 contains 78719 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 7946 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323424.000000 Penalty: 69791.640625
Iteration 106Q: 21 clusters Score -1.613234e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75864 members 
Mstep: Class 3 contains 78269 members 
Mstep: Class 4 contains 140661 members 
Mstep: Class 5 contains 153076 members 
Mstep: Class 6 contains 77592 members 
Mstep: Class 8 contains 149714 members 
Mstep: Class 9 contains 24586 members 
Mstep: Class 10 contains 10295 members 
Mstep: Class 11 contains 157679 members 
Mstep: Class 12 contains 163869 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 164393 members 
Mstep: Class 16 contains 78715 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 7955 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323632.000000 Penalty: 69791.640625
Iteration 107Q: 21 clusters Score -1.613236e+08 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75911 members 
Mstep: Class 3 contains 78246 members 
Mstep: Class 4 contains 140548 members 
Mstep: Class 5 contains 153131 members 
Mstep: Class 6 contains 77652 members 
Mstep: Class 8 contains 149623 members 
Mstep: Class 9 contains 24586 members 
Mstep: Class 10 contains 10294 members 
Mstep: Class 11 contains 157653 members 
Mstep: Class 12 contains 163976 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 164376 members 
Mstep: Class 16 contains 78711 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 7961 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323584.000000 Penalty: 69791.640625
Iteration 108Q: 21 clusters Score -1.613236e+08 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75971 members 
Mstep: Class 3 contains 78206 members 
Mstep: Class 4 contains 140447 members 
Mstep: Class 5 contains 153207 members 
Mstep: Class 6 contains 77697 members 
Mstep: Class 8 contains 149536 members 
Mstep: Class 9 contains 24583 members 
Mstep: Class 10 contains 10282 members 
Mstep: Class 11 contains 157606 members 
Mstep: Class 12 contains 164080 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 164375 members 
Mstep: Class 16 contains 78708 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 7970 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323584.000000 Penalty: 69791.640625
Iteration 109Q: 21 clusters Score -1.613236e+08 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76029 members 
Mstep: Class 3 contains 78189 members 
Mstep: Class 4 contains 140345 members 
Mstep: Class 5 contains 153263 members 
Mstep: Class 6 contains 77744 members 
Mstep: Class 8 contains 149464 members 
Mstep: Class 9 contains 24565 members 
Mstep: Class 10 contains 10278 members 
Mstep: Class 11 contains 157561 members 
Mstep: Class 12 contains 164232 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 164315 members 
Mstep: Class 16 contains 78708 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 7975 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324048.000000 Penalty: 69791.640625
Iteration 110Q: 21 clusters Score -1.61324e+08 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76075 members 
Mstep: Class 3 contains 78179 members 
Mstep: Class 4 contains 140254 members 
Mstep: Class 5 contains 153302 members 
Mstep: Class 6 contains 77771 members 
Mstep: Class 8 contains 149390 members 
Mstep: Class 9 contains 24555 members 
Mstep: Class 10 contains 10268 members 
Mstep: Class 11 contains 157515 members 
Mstep: Class 12 contains 164377 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 164283 members 
Mstep: Class 16 contains 78714 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 7986 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323952.000000 Penalty: 69791.640625
Iteration 111Q: 21 clusters Score -1.61324e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76119 members 
Mstep: Class 3 contains 78168 members 
Mstep: Class 4 contains 140156 members 
Mstep: Class 5 contains 153372 members 
Mstep: Class 6 contains 77817 members 
Mstep: Class 8 contains 149322 members 
Mstep: Class 9 contains 24536 members 
Mstep: Class 10 contains 10248 members 
Mstep: Class 11 contains 157506 members 
Mstep: Class 12 contains 164485 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 164214 members 
Mstep: Class 16 contains 78734 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 7993 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324016.000000 Penalty: 69791.640625
Iteration 112Q: 21 clusters Score -1.61324e+08 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76163 members 
Mstep: Class 3 contains 78150 members 
Mstep: Class 4 contains 140055 members 
Mstep: Class 5 contains 153442 members 
Mstep: Class 6 contains 77869 members 
Mstep: Class 8 contains 149255 members 
Mstep: Class 9 contains 24524 members 
Mstep: Class 10 contains 10236 members 
Mstep: Class 11 contains 157503 members 
Mstep: Class 12 contains 164596 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 164117 members 
Mstep: Class 16 contains 78759 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 7999 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324368.000000 Penalty: 69791.640625
Iteration 113Q: 21 clusters Score -1.613244e+08 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76222 members 
Mstep: Class 3 contains 78157 members 
Mstep: Class 4 contains 139953 members 
Mstep: Class 5 contains 153487 members 
Mstep: Class 6 contains 77923 members 
Mstep: Class 8 contains 149198 members 
Mstep: Class 9 contains 24524 members 
Mstep: Class 10 contains 10230 members 
Mstep: Class 11 contains 157473 members 
Mstep: Class 12 contains 164709 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 164017 members 
Mstep: Class 16 contains 78770 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 8007 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324080.000000 Penalty: 69791.640625
Iteration 114Q: 21 clusters Score -1.613241e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76243 members 
Mstep: Class 3 contains 78160 members 
Mstep: Class 4 contains 139844 members 
Mstep: Class 5 contains 153501 members 
Mstep: Class 6 contains 77969 members 
Mstep: Class 8 contains 149145 members 
Mstep: Class 9 contains 24500 members 
Mstep: Class 10 contains 10229 members 
Mstep: Class 11 contains 157461 members 
Mstep: Class 12 contains 164842 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 163990 members 
Mstep: Class 16 contains 78769 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 8017 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324272.000000 Penalty: 69791.640625
Iteration 115Q: 21 clusters Score -1.613243e+08 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76282 members 
Mstep: Class 3 contains 78171 members 
Mstep: Class 4 contains 139743 members 
Mstep: Class 5 contains 153567 members 
Mstep: Class 6 contains 78019 members 
Mstep: Class 8 contains 149081 members 
Mstep: Class 9 contains 24500 members 
Mstep: Class 10 contains 10225 members 
Mstep: Class 11 contains 157409 members 
Mstep: Class 12 contains 164935 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 163938 members 
Mstep: Class 16 contains 78776 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 8024 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324320.000000 Penalty: 69791.640625
Iteration 116Q: 21 clusters Score -1.613243e+08 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76301 members 
Mstep: Class 3 contains 78192 members 
Mstep: Class 4 contains 139640 members 
Mstep: Class 5 contains 153556 members 
Mstep: Class 6 contains 78085 members 
Mstep: Class 8 contains 149009 members 
Mstep: Class 9 contains 24493 members 
Mstep: Class 10 contains 10221 members 
Mstep: Class 11 contains 157374 members 
Mstep: Class 12 contains 165051 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 163939 members 
Mstep: Class 16 contains 78779 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 8030 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324464.000000 Penalty: 69791.640625
Iteration 117Q: 21 clusters Score -1.613245e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76312 members 
Mstep: Class 3 contains 78235 members 
Mstep: Class 4 contains 139548 members 
Mstep: Class 5 contains 153530 members 
Mstep: Class 6 contains 78152 members 
Mstep: Class 8 contains 148947 members 
Mstep: Class 9 contains 24469 members 
Mstep: Class 10 contains 10214 members 
Mstep: Class 11 contains 157334 members 
Mstep: Class 12 contains 165170 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 163936 members 
Mstep: Class 16 contains 78789 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 8034 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324816.000000 Penalty: 69791.640625
Iteration 118Q: 21 clusters Score -1.613248e+08 nChanged 2364
Entering ConstructFrom: 
Score: -161324816.000000 Penalty: 69791.640625
Entering ConstructFrom: 
Trying to split cluster 1 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -69546.132812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -69546.13 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 329 members 
Entering Unmasked Estep 
Score: -67964.250000 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -67964.25 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -68376.179688 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -68376.18 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68724.664062 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -68724.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68916.320312 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -68916.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -69080.187500 Penalty: 3220.151123
	Iteration 4F: 3 clusters Score -69080.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -69281.273438 Penalty: 3220.151123
	Iteration 5F: 3 clusters Score -69281.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -69683.804688 Penalty: 3220.151123
	Iteration 6F: 3 clusters Score -69683.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -69970.507812 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -69970.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -70081.875000 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -70081.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -70246.734375 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -70246.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -70263.132812 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -70263.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -70326.906250 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -70326.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -70361.273438 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -70361.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -70464.812500 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -70464.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -70464.812500 Penalty: 3220.151123
	Iteration 14F: 3 clusters Score -70464.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 76349 members 
Mstep: Class 3 contains 78256 members 
Mstep: Class 4 contains 139435 members 
Mstep: Class 5 contains 153491 members 
Mstep: Class 6 contains 78203 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 148911 members 
Mstep: Class 9 contains 24440 members 
Mstep: Class 10 contains 10205 members 
Mstep: Class 11 contains 157305 members 
Mstep: Class 12 contains 165317 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 163924 members 
Mstep: Class 16 contains 78795 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 8039 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
Score: -161323936.000000 Penalty: 73281.218750
Splitting cluster 1 changes total score from -161324816.000000 to -161323936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (76349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Entering Unmasked Estep 
Score: -9732487.000000 Penalty: 2788.281494
	Iteration 0F: 2 clusters Score -9732487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -9681252.000000 Penalty: 5576.562988
	Iteration 0F: 3 clusters Score -9681252 nChanged 36067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -9701169.000000 Penalty: 5576.562988
	Iteration 1F: 3 clusters Score -9701169 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -9701674.000000 Penalty: 5576.562988
	Iteration 2Q: 3 clusters Score -9701674 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -9702248.000000 Penalty: 5576.562988
	Iteration 3Q: 3 clusters Score -9702248 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -9702769.000000 Penalty: 5576.562988
	Iteration 4Q: 3 clusters Score -9702769 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -9703250.000000 Penalty: 5576.562988
	Iteration 5Q: 3 clusters Score -9703250 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -9703858.000000 Penalty: 5576.562988
	Iteration 6Q: 3 clusters Score -9703858 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -9704619.000000 Penalty: 5576.562988
	Iteration 7Q: 3 clusters Score -9704619 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -9705639.000000 Penalty: 5576.562988
	Iteration 8Q: 3 clusters Score -9705639 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -9707093.000000 Penalty: 5576.562988
	Iteration 9Q: 3 clusters Score -9707093 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -9709117.000000 Penalty: 5576.562988
	Iteration 10F: 3 clusters Score -9709117 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -9712138.000000 Penalty: 5576.562988
	Iteration 11F: 3 clusters Score -9712138 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -9715826.000000 Penalty: 5576.562988
	Iteration 12F: 3 clusters Score -9715826 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -9719628.000000 Penalty: 5576.562988
	Iteration 13F: 3 clusters Score -9719628 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63810 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -9723049.000000 Penalty: 5576.562988
	Iteration 14F: 3 clusters Score -9723049 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66347 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -9725756.000000 Penalty: 5576.562988
	Iteration 15Q: 3 clusters Score -9725756 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -9727243.000000 Penalty: 5576.562988
	Iteration 16Q: 3 clusters Score -9727243 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69057 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -9728063.000000 Penalty: 5576.562988
	Iteration 17Q: 3 clusters Score -9728063 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -9728580.000000 Penalty: 5576.562988
	Iteration 18Q: 3 clusters Score -9728580 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -9728928.000000 Penalty: 5576.562988
	Iteration 19Q: 3 clusters Score -9728928 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71135 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -9729193.000000 Penalty: 5576.562988
	Iteration 20F: 3 clusters Score -9729193 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -9729377.000000 Penalty: 5576.562988
	Iteration 21Q: 3 clusters Score -9729377 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72071 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -9729569.000000 Penalty: 5576.562988
	Iteration 22Q: 3 clusters Score -9729569 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -9729723.000000 Penalty: 5576.562988
	Iteration 23Q: 3 clusters Score -9729723 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -9729839.000000 Penalty: 5576.562988
	Iteration 24Q: 3 clusters Score -9729839 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -9729938.000000 Penalty: 5576.562988
	Iteration 25Q: 3 clusters Score -9729938 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73221 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -9730014.000000 Penalty: 5576.562988
	Iteration 26Q: 3 clusters Score -9730014 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -9730066.000000 Penalty: 5576.562988
	Iteration 27Q: 3 clusters Score -9730066 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -9730125.000000 Penalty: 5576.562988
	Iteration 28Q: 3 clusters Score -9730125 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73719 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -9730183.000000 Penalty: 5576.562988
	Iteration 29Q: 3 clusters Score -9730183 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73835 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -9730230.000000 Penalty: 5576.562988
	Iteration 30Q: 3 clusters Score -9730230 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -9730256.000000 Penalty: 5576.562988
	Iteration 31Q: 3 clusters Score -9730256 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -9730287.000000 Penalty: 5576.562988
	Iteration 32Q: 3 clusters Score -9730287 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -9730289.000000 Penalty: 5576.562988
	Iteration 33Q: 3 clusters Score -9730289 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -9730338.000000 Penalty: 5576.562988
	Iteration 34Q: 3 clusters Score -9730338 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74221 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -9730355.000000 Penalty: 5576.562988
	Iteration 35Q: 3 clusters Score -9730355 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74283 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -9730401.000000 Penalty: 5576.562988
	Iteration 36Q: 3 clusters Score -9730401 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74336 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -9730406.000000 Penalty: 5576.562988
	Iteration 37Q: 3 clusters Score -9730406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74387 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9730427.000000 Penalty: 5576.562988
	Iteration 38Q: 3 clusters Score -9730427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9730432.000000 Penalty: 5576.562988
	Iteration 39Q: 3 clusters Score -9730432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9730434.000000 Penalty: 5576.562988
	Iteration 40F: 3 clusters Score -9730434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -9730434.000000 Penalty: 5576.562988
	Iteration 41Q: 3 clusters Score -9730434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74496 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -9730438.000000 Penalty: 5576.562988
	Iteration 42Q: 3 clusters Score -9730438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74528 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -9730442.000000 Penalty: 5576.562988
	Iteration 43Q: 3 clusters Score -9730442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -9730468.000000 Penalty: 5576.562988
	Iteration 44Q: 3 clusters Score -9730468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74580 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -9730473.000000 Penalty: 5576.562988
	Iteration 45Q: 3 clusters Score -9730473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -9730491.000000 Penalty: 5576.562988
	Iteration 46Q: 3 clusters Score -9730491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74611 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9730493.000000 Penalty: 5576.562988
	Iteration 47Q: 3 clusters Score -9730493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74619 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -9730505.000000 Penalty: 5576.562988
	Iteration 48Q: 3 clusters Score -9730505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74626 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9730508.000000 Penalty: 5576.562988
	Iteration 49Q: 3 clusters Score -9730508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74629 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -9730500.000000 Penalty: 5576.562988
	Iteration 50Q: 3 clusters Score -9730500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -9730506.000000 Penalty: 5576.562988
	Iteration 51Q: 3 clusters Score -9730506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74634 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -9730501.000000 Penalty: 5576.562988
	Iteration 52Q: 3 clusters Score -9730501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -9730503.000000 Penalty: 5576.562988
	Iteration 53Q: 3 clusters Score -9730503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74639 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -9730499.000000 Penalty: 5576.562988
	Iteration 54Q: 3 clusters Score -9730499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74639 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -9730499.000000 Penalty: 5576.562988
	Iteration 55F: 3 clusters Score -9730499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (78256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78256 members 
Entering Unmasked Estep 
Score: -10054174.000000 Penalty: 2794.399902
	Iteration 0F: 2 clusters Score -1.005417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -10001930.000000 Penalty: 5588.799805
	Iteration 0F: 3 clusters Score -1.000193e+07 nChanged 36531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -10022290.000000 Penalty: 5588.799805
	Iteration 1F: 3 clusters Score -1.002229e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -10023166.000000 Penalty: 5588.799805
	Iteration 2Q: 3 clusters Score -1.002317e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -10024268.000000 Penalty: 5588.799805
	Iteration 3Q: 3 clusters Score -1.002427e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -10026096.000000 Penalty: 5588.799805
	Iteration 4Q: 3 clusters Score -1.00261e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -10029111.000000 Penalty: 5588.799805
	Iteration 5F: 3 clusters Score -1.002911e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -10033789.000000 Penalty: 5588.799805
	Iteration 6F: 3 clusters Score -1.003379e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -10039635.000000 Penalty: 5588.799805
	Iteration 7F: 3 clusters Score -1.003964e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -10045088.000000 Penalty: 5588.799805
	Iteration 8F: 3 clusters Score -1.004509e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -10048752.000000 Penalty: 5588.799805
	Iteration 9Q: 3 clusters Score -1.004875e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -10050707.000000 Penalty: 5588.799805
	Iteration 10Q: 3 clusters Score -1.005071e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74499 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -10051642.000000 Penalty: 5588.799805
	Iteration 11Q: 3 clusters Score -1.005164e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74999 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -10052101.000000 Penalty: 5588.799805
	Iteration 12Q: 3 clusters Score -1.00521e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75305 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -10052317.000000 Penalty: 5588.799805
	Iteration 13Q: 3 clusters Score -1.005232e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75534 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -10052416.000000 Penalty: 5588.799805
	Iteration 14Q: 3 clusters Score -1.005242e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -10052475.000000 Penalty: 5588.799805
	Iteration 15Q: 3 clusters Score -1.005248e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -10052513.000000 Penalty: 5588.799805
	Iteration 16Q: 3 clusters Score -1.005251e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75927 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -10052565.000000 Penalty: 5588.799805
	Iteration 17Q: 3 clusters Score -1.005256e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -10052594.000000 Penalty: 5588.799805
	Iteration 18Q: 3 clusters Score -1.005259e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -10052589.000000 Penalty: 5588.799805
	Iteration 19Q: 3 clusters Score -1.005259e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -10052618.000000 Penalty: 5588.799805
	Iteration 20F: 3 clusters Score -1.005262e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76146 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -10052620.000000 Penalty: 5588.799805
	Iteration 21Q: 3 clusters Score -1.005262e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76175 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -10052636.000000 Penalty: 5588.799805
	Iteration 22Q: 3 clusters Score -1.005264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76200 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -10052630.000000 Penalty: 5588.799805
	Iteration 23Q: 3 clusters Score -1.005263e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -10052644.000000 Penalty: 5588.799805
	Iteration 24Q: 3 clusters Score -1.005264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -10052639.000000 Penalty: 5588.799805
	Iteration 25Q: 3 clusters Score -1.005264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -10052646.000000 Penalty: 5588.799805
	Iteration 26Q: 3 clusters Score -1.005265e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76275 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -10052638.000000 Penalty: 5588.799805
	Iteration 27Q: 3 clusters Score -1.005264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -10052633.000000 Penalty: 5588.799805
	Iteration 28Q: 3 clusters Score -1.005263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -10052635.000000 Penalty: 5588.799805
	Iteration 29Q: 3 clusters Score -1.005264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -10052636.000000 Penalty: 5588.799805
	Iteration 30Q: 3 clusters Score -1.005264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -10052634.000000 Penalty: 5588.799805
	Iteration 31Q: 3 clusters Score -1.005263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76286 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -10052635.000000 Penalty: 5588.799805
	Iteration 32Q: 3 clusters Score -1.005264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76289 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -10052629.000000 Penalty: 5588.799805
	Iteration 33Q: 3 clusters Score -1.005263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -10052632.000000 Penalty: 5588.799805
	Iteration 34Q: 3 clusters Score -1.005263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -10052641.000000 Penalty: 5588.799805
	Iteration 35Q: 3 clusters Score -1.005264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -10052633.000000 Penalty: 5588.799805
	Iteration 36Q: 3 clusters Score -1.005263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76310 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -10052636.000000 Penalty: 5588.799805
	Iteration 37Q: 3 clusters Score -1.005264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -10052635.000000 Penalty: 5588.799805
	Iteration 38Q: 3 clusters Score -1.005264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -10052639.000000 Penalty: 5588.799805
	Iteration 39Q: 3 clusters Score -1.005264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76318 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -10052639.000000 Penalty: 5588.799805
	Iteration 40F: 3 clusters Score -1.005264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -10052644.000000 Penalty: 5588.799805
	Iteration 41Q: 3 clusters Score -1.005264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -10052644.000000 Penalty: 5588.799805
	Iteration 42F: 3 clusters Score -1.005264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (139435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139435 members 
Entering Unmasked Estep 
Score: -17818276.000000 Penalty: 2937.647705
	Iteration 0F: 2 clusters Score -1.781828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -17725858.000000 Penalty: 5875.295410
	Iteration 0F: 3 clusters Score -1.772586e+07 nChanged 66410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 69023 members 
Entering Unmasked Estep 
Score: -17764294.000000 Penalty: 5875.295410
	Iteration 1F: 3 clusters Score -1.776429e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 68805 members 
Entering Unmasked Estep 
Score: -17765240.000000 Penalty: 5875.295410
	Iteration 2Q: 3 clusters Score -1.776524e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71050 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -17766760.000000 Penalty: 5875.295410
	Iteration 3Q: 3 clusters Score -1.776676e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -17768834.000000 Penalty: 5875.295410
	Iteration 4Q: 3 clusters Score -1.776883e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72560 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -17772018.000000 Penalty: 5875.295410
	Iteration 5Q: 3 clusters Score -1.777202e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 65673 members 
Entering Unmasked Estep 
Score: -17777218.000000 Penalty: 5875.295410
	Iteration 6F: 3 clusters Score -1.777722e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75195 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -17784080.000000 Penalty: 5875.295410
	Iteration 7F: 3 clusters Score -1.778408e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76755 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -17791298.000000 Penalty: 5875.295410
	Iteration 8F: 3 clusters Score -1.77913e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Mstep: Class 2 contains 61505 members 
Entering Unmasked Estep 
Score: -17796808.000000 Penalty: 5875.295410
	Iteration 9F: 3 clusters Score -1.779681e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -17799566.000000 Penalty: 5875.295410
	Iteration 10Q: 3 clusters Score -1.779957e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79315 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
Score: -17800514.000000 Penalty: 5875.295410
	Iteration 11Q: 3 clusters Score -1.780051e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79917 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -17800774.000000 Penalty: 5875.295410
	Iteration 12Q: 3 clusters Score -1.780077e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -17800972.000000 Penalty: 5875.295410
	Iteration 13Q: 3 clusters Score -1.780097e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -17801062.000000 Penalty: 5875.295410
	Iteration 14Q: 3 clusters Score -1.780106e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81664 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -17801160.000000 Penalty: 5875.295410
	Iteration 15Q: 3 clusters Score -1.780116e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82317 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -17801156.000000 Penalty: 5875.295410
	Iteration 16Q: 3 clusters Score -1.780116e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82977 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -17801198.000000 Penalty: 5875.295410
	Iteration 17Q: 3 clusters Score -1.78012e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83663 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -17801290.000000 Penalty: 5875.295410
	Iteration 18Q: 3 clusters Score -1.780129e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84410 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -17801290.000000 Penalty: 5875.295410
	Iteration 19Q: 3 clusters Score -1.780129e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85170 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -17801374.000000 Penalty: 5875.295410
	Iteration 20F: 3 clusters Score -1.780137e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86021 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -17801428.000000 Penalty: 5875.295410
	Iteration 21Q: 3 clusters Score -1.780143e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86927 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -17801554.000000 Penalty: 5875.295410
	Iteration 22Q: 3 clusters Score -1.780155e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87905 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -17801598.000000 Penalty: 5875.295410
	Iteration 23Q: 3 clusters Score -1.78016e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88968 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -17801760.000000 Penalty: 5875.295410
	Iteration 24Q: 3 clusters Score -1.780176e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90072 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -17801798.000000 Penalty: 5875.295410
	Iteration 25Q: 3 clusters Score -1.78018e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91219 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -17801964.000000 Penalty: 5875.295410
	Iteration 26Q: 3 clusters Score -1.780196e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92448 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -17802114.000000 Penalty: 5875.295410
	Iteration 27Q: 3 clusters Score -1.780211e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -17802312.000000 Penalty: 5875.295410
	Iteration 28Q: 3 clusters Score -1.780231e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95019 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -17802458.000000 Penalty: 5875.295410
	Iteration 29Q: 3 clusters Score -1.780246e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96419 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -17802736.000000 Penalty: 5875.295410
	Iteration 30Q: 3 clusters Score -1.780274e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97847 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -17802960.000000 Penalty: 5875.295410
	Iteration 31Q: 3 clusters Score -1.780296e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99300 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -17803238.000000 Penalty: 5875.295410
	Iteration 32Q: 3 clusters Score -1.780324e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100810 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -17803426.000000 Penalty: 5875.295410
	Iteration 33Q: 3 clusters Score -1.780343e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -17803720.000000 Penalty: 5875.295410
	Iteration 34Q: 3 clusters Score -1.780372e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104092 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -17804010.000000 Penalty: 5875.295410
	Iteration 35Q: 3 clusters Score -1.780401e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105861 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -17804304.000000 Penalty: 5875.295410
	Iteration 36Q: 3 clusters Score -1.78043e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -17804754.000000 Penalty: 5875.295410
	Iteration 37Q: 3 clusters Score -1.780475e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109691 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -17805226.000000 Penalty: 5875.295410
	Iteration 38Q: 3 clusters Score -1.780523e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111700 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -17805610.000000 Penalty: 5875.295410
	Iteration 39Q: 3 clusters Score -1.780561e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113696 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -17806052.000000 Penalty: 5875.295410
	Iteration 40F: 3 clusters Score -1.780605e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115641 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -17806568.000000 Penalty: 5875.295410
	Iteration 41Q: 3 clusters Score -1.780657e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117574 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -17807126.000000 Penalty: 5875.295410
	Iteration 42Q: 3 clusters Score -1.780713e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119520 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -17807672.000000 Penalty: 5875.295410
	Iteration 43Q: 3 clusters Score -1.780767e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121437 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -17808340.000000 Penalty: 5875.295410
	Iteration 44Q: 3 clusters Score -1.780834e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123304 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -17809040.000000 Penalty: 5875.295410
	Iteration 45Q: 3 clusters Score -1.780904e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125188 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -17809824.000000 Penalty: 5875.295410
	Iteration 46Q: 3 clusters Score -1.780982e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126962 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -17810456.000000 Penalty: 5875.295410
	Iteration 47Q: 3 clusters Score -1.781046e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128634 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -17811270.000000 Penalty: 5875.295410
	Iteration 48Q: 3 clusters Score -1.781127e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130153 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -17811910.000000 Penalty: 5875.295410
	Iteration 49Q: 3 clusters Score -1.781191e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131582 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -17812632.000000 Penalty: 5875.295410
	Iteration 50Q: 3 clusters Score -1.781263e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132860 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -17813300.000000 Penalty: 5875.295410
	Iteration 51Q: 3 clusters Score -1.78133e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133977 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -17813944.000000 Penalty: 5875.295410
	Iteration 52Q: 3 clusters Score -1.781394e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134892 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -17814396.000000 Penalty: 5875.295410
	Iteration 53Q: 3 clusters Score -1.78144e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135620 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -17814814.000000 Penalty: 5875.295410
	Iteration 54Q: 3 clusters Score -1.781481e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136187 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -17815128.000000 Penalty: 5875.295410
	Iteration 55Q: 3 clusters Score -1.781513e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136623 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -17815354.000000 Penalty: 5875.295410
	Iteration 56Q: 3 clusters Score -1.781535e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136966 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -17815600.000000 Penalty: 5875.295410
	Iteration 57Q: 3 clusters Score -1.78156e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137223 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -17815780.000000 Penalty: 5875.295410
	Iteration 58Q: 3 clusters Score -1.781578e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137390 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -17815880.000000 Penalty: 5875.295410
	Iteration 59Q: 3 clusters Score -1.781588e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137525 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -17815950.000000 Penalty: 5875.295410
	Iteration 60F: 3 clusters Score -1.781595e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137619 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -17816016.000000 Penalty: 5875.295410
	Iteration 61Q: 3 clusters Score -1.781602e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137705 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -17816094.000000 Penalty: 5875.295410
	Iteration 62Q: 3 clusters Score -1.781609e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137772 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -17816144.000000 Penalty: 5875.295410
	Iteration 63Q: 3 clusters Score -1.781614e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137816 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -17816152.000000 Penalty: 5875.295410
	Iteration 64Q: 3 clusters Score -1.781615e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137858 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -17816188.000000 Penalty: 5875.295410
	Iteration 65Q: 3 clusters Score -1.781619e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137895 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -17816198.000000 Penalty: 5875.295410
	Iteration 66Q: 3 clusters Score -1.78162e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137919 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -17816224.000000 Penalty: 5875.295410
	Iteration 67Q: 3 clusters Score -1.781622e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137944 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -17816246.000000 Penalty: 5875.295410
	Iteration 68Q: 3 clusters Score -1.781625e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137973 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -17816258.000000 Penalty: 5875.295410
	Iteration 69Q: 3 clusters Score -1.781626e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138008 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -17816274.000000 Penalty: 5875.295410
	Iteration 70Q: 3 clusters Score -1.781627e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138034 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -17816300.000000 Penalty: 5875.295410
	Iteration 71Q: 3 clusters Score -1.78163e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138059 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -17816322.000000 Penalty: 5875.295410
	Iteration 72Q: 3 clusters Score -1.781632e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138076 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -17816352.000000 Penalty: 5875.295410
	Iteration 73Q: 3 clusters Score -1.781635e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138089 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -17816342.000000 Penalty: 5875.295410
	Iteration 74Q: 3 clusters Score -1.781634e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138097 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -17816348.000000 Penalty: 5875.295410
	Iteration 75Q: 3 clusters Score -1.781635e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138098 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -17816356.000000 Penalty: 5875.295410
	Iteration 76Q: 3 clusters Score -1.781636e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138104 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -17816378.000000 Penalty: 5875.295410
	Iteration 77Q: 3 clusters Score -1.781638e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138117 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -17816394.000000 Penalty: 5875.295410
	Iteration 78Q: 3 clusters Score -1.781639e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138121 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -17816380.000000 Penalty: 5875.295410
	Iteration 79Q: 3 clusters Score -1.781638e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138120 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -17816384.000000 Penalty: 5875.295410
	Iteration 80F: 3 clusters Score -1.781638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138131 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -17816380.000000 Penalty: 5875.295410
	Iteration 81Q: 3 clusters Score -1.781638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138132 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -17816380.000000 Penalty: 5875.295410
	Iteration 82Q: 3 clusters Score -1.781638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138137 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -17816378.000000 Penalty: 5875.295410
	Iteration 83Q: 3 clusters Score -1.781638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138136 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -17816374.000000 Penalty: 5875.295410
	Iteration 84Q: 3 clusters Score -1.781637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138135 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -17816366.000000 Penalty: 5875.295410
	Iteration 85Q: 3 clusters Score -1.781637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138130 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -17816378.000000 Penalty: 5875.295410
	Iteration 86Q: 3 clusters Score -1.781638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138131 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -17816364.000000 Penalty: 5875.295410
	Iteration 87Q: 3 clusters Score -1.781636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138129 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -17816366.000000 Penalty: 5875.295410
	Iteration 88Q: 3 clusters Score -1.781637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138129 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -17816376.000000 Penalty: 5875.295410
	Iteration 89Q: 3 clusters Score -1.781638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138125 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -17816372.000000 Penalty: 5875.295410
	Iteration 90Q: 3 clusters Score -1.781637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138124 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -17816352.000000 Penalty: 5875.295410
	Iteration 91Q: 3 clusters Score -1.781635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138126 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -17816366.000000 Penalty: 5875.295410
	Iteration 92Q: 3 clusters Score -1.781637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138126 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -17816376.000000 Penalty: 5875.295410
	Iteration 93Q: 3 clusters Score -1.781638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138127 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -17816384.000000 Penalty: 5875.295410
	Iteration 94Q: 3 clusters Score -1.781638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138127 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -17816376.000000 Penalty: 5875.295410
	Iteration 95Q: 3 clusters Score -1.781638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138128 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -17816386.000000 Penalty: 5875.295410
	Iteration 96Q: 3 clusters Score -1.781639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138128 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -17816386.000000 Penalty: 5875.295410
	Iteration 97F: 3 clusters Score -1.781639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (153491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153491 members 
Entering Unmasked Estep 
Score: -19489836.000000 Penalty: 2961.466553
	Iteration 0F: 2 clusters Score -1.948984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 76886 members 
Entering Unmasked Estep 
Score: -19387858.000000 Penalty: 5922.933105
	Iteration 0F: 3 clusters Score -1.938786e+07 nChanged 73202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75257 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -19430248.000000 Penalty: 5922.933105
	Iteration 1F: 3 clusters Score -1.943025e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 79471 members 
Entering Unmasked Estep 
Score: -19431522.000000 Penalty: 5922.933105
	Iteration 2Q: 3 clusters Score -1.943152e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72004 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -19433500.000000 Penalty: 5922.933105
	Iteration 3Q: 3 clusters Score -1.94335e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68876 members 
Mstep: Class 2 contains 84615 members 
Entering Unmasked Estep 
Score: -19436788.000000 Penalty: 5922.933105
	Iteration 4Q: 3 clusters Score -1.943679e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 89394 members 
Entering Unmasked Estep 
Score: -19442988.000000 Penalty: 5922.933105
	Iteration 5F: 3 clusters Score -1.944299e+07 nChanged 12020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 96088 members 
Entering Unmasked Estep 
Score: -19453328.000000 Penalty: 5922.933105
	Iteration 6F: 3 clusters Score -1.945333e+07 nChanged 13370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 103158 members 
Entering Unmasked Estep 
Score: -19467904.000000 Penalty: 5922.933105
	Iteration 7F: 3 clusters Score -1.94679e+07 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 107815 members 
Entering Unmasked Estep 
Score: -19480888.000000 Penalty: 5922.933105
	Iteration 8F: 3 clusters Score -1.948089e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 109662 members 
Entering Unmasked Estep 
Score: -19486080.000000 Penalty: 5922.933105
	Iteration 9Q: 3 clusters Score -1.948608e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 110777 members 
Entering Unmasked Estep 
Score: -19487892.000000 Penalty: 5922.933105
	Iteration 10Q: 3 clusters Score -1.948789e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 111554 members 
Entering Unmasked Estep 
Score: -19488606.000000 Penalty: 5922.933105
	Iteration 11Q: 3 clusters Score -1.948861e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 112115 members 
Entering Unmasked Estep 
Score: -19488944.000000 Penalty: 5922.933105
	Iteration 12Q: 3 clusters Score -1.948894e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 112564 members 
Entering Unmasked Estep 
Score: -19489136.000000 Penalty: 5922.933105
	Iteration 13Q: 3 clusters Score -1.948914e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 112973 members 
Entering Unmasked Estep 
Score: -19489248.000000 Penalty: 5922.933105
	Iteration 14Q: 3 clusters Score -1.948925e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 113327 members 
Entering Unmasked Estep 
Score: -19489366.000000 Penalty: 5922.933105
	Iteration 15Q: 3 clusters Score -1.948937e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 113653 members 
Entering Unmasked Estep 
Score: -19489452.000000 Penalty: 5922.933105
	Iteration 16Q: 3 clusters Score -1.948945e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 113969 members 
Entering Unmasked Estep 
Score: -19489478.000000 Penalty: 5922.933105
	Iteration 17Q: 3 clusters Score -1.948948e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 114250 members 
Entering Unmasked Estep 
Score: -19489520.000000 Penalty: 5922.933105
	Iteration 18Q: 3 clusters Score -1.948952e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 114523 members 
Entering Unmasked Estep 
Score: -19489452.000000 Penalty: 5922.933105
	Iteration 19Q: 3 clusters Score -1.948945e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 114806 members 
Entering Unmasked Estep 
Score: -19489506.000000 Penalty: 5922.933105
	Iteration 20F: 3 clusters Score -1.948951e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 115068 members 
Entering Unmasked Estep 
Score: -19489544.000000 Penalty: 5922.933105
	Iteration 21Q: 3 clusters Score -1.948954e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 115313 members 
Entering Unmasked Estep 
Score: -19489580.000000 Penalty: 5922.933105
	Iteration 22Q: 3 clusters Score -1.948958e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 115554 members 
Entering Unmasked Estep 
Score: -19489568.000000 Penalty: 5922.933105
	Iteration 23Q: 3 clusters Score -1.948957e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 115799 members 
Entering Unmasked Estep 
Score: -19489592.000000 Penalty: 5922.933105
	Iteration 24Q: 3 clusters Score -1.948959e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 116022 members 
Entering Unmasked Estep 
Score: -19489648.000000 Penalty: 5922.933105
	Iteration 25Q: 3 clusters Score -1.948965e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 116240 members 
Entering Unmasked Estep 
Score: -19489658.000000 Penalty: 5922.933105
	Iteration 26Q: 3 clusters Score -1.948966e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 116446 members 
Entering Unmasked Estep 
Score: -19489672.000000 Penalty: 5922.933105
	Iteration 27Q: 3 clusters Score -1.948967e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 116651 members 
Entering Unmasked Estep 
Score: -19489644.000000 Penalty: 5922.933105
	Iteration 28Q: 3 clusters Score -1.948964e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 116847 members 
Entering Unmasked Estep 
Score: -19489670.000000 Penalty: 5922.933105
	Iteration 29Q: 3 clusters Score -1.948967e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 117046 members 
Entering Unmasked Estep 
Score: -19489634.000000 Penalty: 5922.933105
	Iteration 30Q: 3 clusters Score -1.948963e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 117212 members 
Entering Unmasked Estep 
Score: -19489640.000000 Penalty: 5922.933105
	Iteration 31Q: 3 clusters Score -1.948964e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 117372 members 
Entering Unmasked Estep 
Score: -19489648.000000 Penalty: 5922.933105
	Iteration 32Q: 3 clusters Score -1.948965e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 117521 members 
Entering Unmasked Estep 
Score: -19489662.000000 Penalty: 5922.933105
	Iteration 33Q: 3 clusters Score -1.948966e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 117676 members 
Entering Unmasked Estep 
Score: -19489666.000000 Penalty: 5922.933105
	Iteration 34Q: 3 clusters Score -1.948967e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 117860 members 
Entering Unmasked Estep 
Score: -19489734.000000 Penalty: 5922.933105
	Iteration 35Q: 3 clusters Score -1.948973e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 118031 members 
Entering Unmasked Estep 
Score: -19489748.000000 Penalty: 5922.933105
	Iteration 36Q: 3 clusters Score -1.948975e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 118185 members 
Entering Unmasked Estep 
Score: -19489786.000000 Penalty: 5922.933105
	Iteration 37Q: 3 clusters Score -1.948979e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 118319 members 
Entering Unmasked Estep 
Score: -19489832.000000 Penalty: 5922.933105
	Iteration 38Q: 3 clusters Score -1.948983e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 118422 members 
Entering Unmasked Estep 
Score: -19489812.000000 Penalty: 5922.933105
	Iteration 39Q: 3 clusters Score -1.948981e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 118522 members 
Entering Unmasked Estep 
Score: -19489800.000000 Penalty: 5922.933105
	Iteration 40F: 3 clusters Score -1.94898e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 118605 members 
Entering Unmasked Estep 
Score: -19489818.000000 Penalty: 5922.933105
	Iteration 41Q: 3 clusters Score -1.948982e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 118671 members 
Entering Unmasked Estep 
Score: -19489810.000000 Penalty: 5922.933105
	Iteration 42Q: 3 clusters Score -1.948981e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 118735 members 
Entering Unmasked Estep 
Score: -19489802.000000 Penalty: 5922.933105
	Iteration 43Q: 3 clusters Score -1.94898e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 118792 members 
Entering Unmasked Estep 
Score: -19489838.000000 Penalty: 5922.933105
	Iteration 44Q: 3 clusters Score -1.948984e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 118841 members 
Entering Unmasked Estep 
Score: -19489826.000000 Penalty: 5922.933105
	Iteration 45Q: 3 clusters Score -1.948983e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 118882 members 
Entering Unmasked Estep 
Score: -19489810.000000 Penalty: 5922.933105
	Iteration 46Q: 3 clusters Score -1.948981e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 118916 members 
Entering Unmasked Estep 
Score: -19489806.000000 Penalty: 5922.933105
	Iteration 47Q: 3 clusters Score -1.948981e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 118954 members 
Entering Unmasked Estep 
Score: -19489830.000000 Penalty: 5922.933105
	Iteration 48Q: 3 clusters Score -1.948983e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 118993 members 
Entering Unmasked Estep 
Score: -19489798.000000 Penalty: 5922.933105
	Iteration 49Q: 3 clusters Score -1.94898e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 119024 members 
Entering Unmasked Estep 
Score: -19489818.000000 Penalty: 5922.933105
	Iteration 50Q: 3 clusters Score -1.948982e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 119058 members 
Entering Unmasked Estep 
Score: -19489810.000000 Penalty: 5922.933105
	Iteration 51Q: 3 clusters Score -1.948981e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 119088 members 
Entering Unmasked Estep 
Score: -19489796.000000 Penalty: 5922.933105
	Iteration 52Q: 3 clusters Score -1.94898e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 119121 members 
Entering Unmasked Estep 
Score: -19489810.000000 Penalty: 5922.933105
	Iteration 53Q: 3 clusters Score -1.948981e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 119156 members 
Entering Unmasked Estep 
Score: -19489820.000000 Penalty: 5922.933105
	Iteration 54Q: 3 clusters Score -1.948982e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 119185 members 
Entering Unmasked Estep 
Score: -19489818.000000 Penalty: 5922.933105
	Iteration 55Q: 3 clusters Score -1.948982e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 119224 members 
Entering Unmasked Estep 
Score: -19489816.000000 Penalty: 5922.933105
	Iteration 56Q: 3 clusters Score -1.948982e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 119262 members 
Entering Unmasked Estep 
Score: -19489824.000000 Penalty: 5922.933105
	Iteration 57Q: 3 clusters Score -1.948982e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 119300 members 
Entering Unmasked Estep 
Score: -19489828.000000 Penalty: 5922.933105
	Iteration 58Q: 3 clusters Score -1.948983e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 119338 members 
Entering Unmasked Estep 
Score: -19489832.000000 Penalty: 5922.933105
	Iteration 59Q: 3 clusters Score -1.948983e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 119374 members 
Entering Unmasked Estep 
Score: -19489838.000000 Penalty: 5922.933105
	Iteration 60F: 3 clusters Score -1.948984e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 119401 members 
Entering Unmasked Estep 
Score: -19489828.000000 Penalty: 5922.933105
	Iteration 61Q: 3 clusters Score -1.948983e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 119438 members 
Entering Unmasked Estep 
Score: -19489860.000000 Penalty: 5922.933105
	Iteration 62Q: 3 clusters Score -1.948986e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 119486 members 
Entering Unmasked Estep 
Score: -19489850.000000 Penalty: 5922.933105
	Iteration 63Q: 3 clusters Score -1.948985e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 119538 members 
Entering Unmasked Estep 
Score: -19489840.000000 Penalty: 5922.933105
	Iteration 64Q: 3 clusters Score -1.948984e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 119584 members 
Entering Unmasked Estep 
Score: -19489840.000000 Penalty: 5922.933105
	Iteration 65Q: 3 clusters Score -1.948984e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 119620 members 
Entering Unmasked Estep 
Score: -19489824.000000 Penalty: 5922.933105
	Iteration 66Q: 3 clusters Score -1.948982e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 119654 members 
Entering Unmasked Estep 
Score: -19489834.000000 Penalty: 5922.933105
	Iteration 67Q: 3 clusters Score -1.948983e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 119684 members 
Entering Unmasked Estep 
Score: -19489840.000000 Penalty: 5922.933105
	Iteration 68Q: 3 clusters Score -1.948984e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 119711 members 
Entering Unmasked Estep 
Score: -19489854.000000 Penalty: 5922.933105
	Iteration 69Q: 3 clusters Score -1.948985e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 119742 members 
Entering Unmasked Estep 
Score: -19489876.000000 Penalty: 5922.933105
	Iteration 70Q: 3 clusters Score -1.948988e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 119774 members 
Entering Unmasked Estep 
Score: -19489870.000000 Penalty: 5922.933105
	Iteration 71Q: 3 clusters Score -1.948987e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 119810 members 
Entering Unmasked Estep 
Score: -19489896.000000 Penalty: 5922.933105
	Iteration 72Q: 3 clusters Score -1.94899e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 119837 members 
Entering Unmasked Estep 
Score: -19489878.000000 Penalty: 5922.933105
	Iteration 73Q: 3 clusters Score -1.948988e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 119864 members 
Entering Unmasked Estep 
Score: -19489870.000000 Penalty: 5922.933105
	Iteration 74Q: 3 clusters Score -1.948987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 119884 members 
Entering Unmasked Estep 
Score: -19489852.000000 Penalty: 5922.933105
	Iteration 75Q: 3 clusters Score -1.948985e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 119903 members 
Entering Unmasked Estep 
Score: -19489840.000000 Penalty: 5922.933105
	Iteration 76Q: 3 clusters Score -1.948984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 119922 members 
Entering Unmasked Estep 
Score: -19489842.000000 Penalty: 5922.933105
	Iteration 77Q: 3 clusters Score -1.948984e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 119948 members 
Entering Unmasked Estep 
Score: -19489868.000000 Penalty: 5922.933105
	Iteration 78Q: 3 clusters Score -1.948987e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 119972 members 
Entering Unmasked Estep 
Score: -19489868.000000 Penalty: 5922.933105
	Iteration 79Q: 3 clusters Score -1.948987e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 120004 members 
Entering Unmasked Estep 
Score: -19489870.000000 Penalty: 5922.933105
	Iteration 80F: 3 clusters Score -1.948987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 120026 members 
Entering Unmasked Estep 
Score: -19489848.000000 Penalty: 5922.933105
	Iteration 81Q: 3 clusters Score -1.948985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 120047 members 
Entering Unmasked Estep 
Score: -19489860.000000 Penalty: 5922.933105
	Iteration 82Q: 3 clusters Score -1.948986e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 120075 members 
Entering Unmasked Estep 
Score: -19489844.000000 Penalty: 5922.933105
	Iteration 83Q: 3 clusters Score -1.948984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 120095 members 
Entering Unmasked Estep 
Score: -19489838.000000 Penalty: 5922.933105
	Iteration 84Q: 3 clusters Score -1.948984e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 120113 members 
Entering Unmasked Estep 
Score: -19489848.000000 Penalty: 5922.933105
	Iteration 85Q: 3 clusters Score -1.948985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 120124 members 
Entering Unmasked Estep 
Score: -19489844.000000 Penalty: 5922.933105
	Iteration 86Q: 3 clusters Score -1.948984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 120143 members 
Entering Unmasked Estep 
Score: -19489844.000000 Penalty: 5922.933105
	Iteration 87Q: 3 clusters Score -1.948984e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 120169 members 
Entering Unmasked Estep 
Score: -19489834.000000 Penalty: 5922.933105
	Iteration 88Q: 3 clusters Score -1.948983e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 120204 members 
Entering Unmasked Estep 
Score: -19489834.000000 Penalty: 5922.933105
	Iteration 89Q: 3 clusters Score -1.948983e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 120242 members 
Entering Unmasked Estep 
Score: -19489834.000000 Penalty: 5922.933105
	Iteration 90Q: 3 clusters Score -1.948983e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 120286 members 
Entering Unmasked Estep 
Score: -19489854.000000 Penalty: 5922.933105
	Iteration 91Q: 3 clusters Score -1.948985e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 120345 members 
Entering Unmasked Estep 
Score: -19489838.000000 Penalty: 5922.933105
	Iteration 92Q: 3 clusters Score -1.948984e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 120408 members 
Entering Unmasked Estep 
Score: -19489856.000000 Penalty: 5922.933105
	Iteration 93Q: 3 clusters Score -1.948986e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 120469 members 
Entering Unmasked Estep 
Score: -19489850.000000 Penalty: 5922.933105
	Iteration 94Q: 3 clusters Score -1.948985e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 120527 members 
Entering Unmasked Estep 
Score: -19489862.000000 Penalty: 5922.933105
	Iteration 95Q: 3 clusters Score -1.948986e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 120595 members 
Entering Unmasked Estep 
Score: -19489836.000000 Penalty: 5922.933105
	Iteration 96Q: 3 clusters Score -1.948984e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 120649 members 
Entering Unmasked Estep 
Score: -19489854.000000 Penalty: 5922.933105
	Iteration 97Q: 3 clusters Score -1.948985e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 120700 members 
Entering Unmasked Estep 
Score: -19489852.000000 Penalty: 5922.933105
	Iteration 98Q: 3 clusters Score -1.948985e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 120741 members 
Entering Unmasked Estep 
Score: -19489838.000000 Penalty: 5922.933105
	Iteration 99Q: 3 clusters Score -1.948984e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 120791 members 
Entering Unmasked Estep 
Score: -19489868.000000 Penalty: 5922.933105
	Iteration 100F: 3 clusters Score -1.948987e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 120838 members 
Entering Unmasked Estep 
Score: -19489872.000000 Penalty: 5922.933105
	Iteration 101Q: 3 clusters Score -1.948987e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 120900 members 
Entering Unmasked Estep 
Score: -19489888.000000 Penalty: 5922.933105
	Iteration 102Q: 3 clusters Score -1.948989e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 120969 members 
Entering Unmasked Estep 
Score: -19489888.000000 Penalty: 5922.933105
	Iteration 103Q: 3 clusters Score -1.948989e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 121040 members 
Entering Unmasked Estep 
Score: -19489874.000000 Penalty: 5922.933105
	Iteration 104Q: 3 clusters Score -1.948987e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 121125 members 
Entering Unmasked Estep 
Score: -19489858.000000 Penalty: 5922.933105
	Iteration 105Q: 3 clusters Score -1.948986e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 121211 members 
Entering Unmasked Estep 
Score: -19489874.000000 Penalty: 5922.933105
	Iteration 106Q: 3 clusters Score -1.948987e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 121285 members 
Entering Unmasked Estep 
Score: -19489846.000000 Penalty: 5922.933105
	Iteration 107Q: 3 clusters Score -1.948985e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 121352 members 
Entering Unmasked Estep 
Score: -19489848.000000 Penalty: 5922.933105
	Iteration 108Q: 3 clusters Score -1.948985e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 121417 members 
Entering Unmasked Estep 
Score: -19489852.000000 Penalty: 5922.933105
	Iteration 109Q: 3 clusters Score -1.948985e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 121480 members 
Entering Unmasked Estep 
Score: -19489868.000000 Penalty: 5922.933105
	Iteration 110Q: 3 clusters Score -1.948987e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 121542 members 
Entering Unmasked Estep 
Score: -19489838.000000 Penalty: 5922.933105
	Iteration 111Q: 3 clusters Score -1.948984e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 121613 members 
Entering Unmasked Estep 
Score: -19489864.000000 Penalty: 5922.933105
	Iteration 112Q: 3 clusters Score -1.948986e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 121681 members 
Entering Unmasked Estep 
Score: -19489848.000000 Penalty: 5922.933105
	Iteration 113Q: 3 clusters Score -1.948985e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 121757 members 
Entering Unmasked Estep 
Score: -19489828.000000 Penalty: 5922.933105
	Iteration 114Q: 3 clusters Score -1.948983e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 121821 members 
Entering Unmasked Estep 
Score: -19489808.000000 Penalty: 5922.933105
	Iteration 115Q: 3 clusters Score -1.948981e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 121896 members 
Entering Unmasked Estep 
Score: -19489802.000000 Penalty: 5922.933105
	Iteration 116Q: 3 clusters Score -1.94898e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 121979 members 
Entering Unmasked Estep 
Score: -19489792.000000 Penalty: 5922.933105
	Iteration 117Q: 3 clusters Score -1.948979e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 122060 members 
Entering Unmasked Estep 
Score: -19489788.000000 Penalty: 5922.933105
	Iteration 118Q: 3 clusters Score -1.948979e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 122141 members 
Entering Unmasked Estep 
Score: -19489816.000000 Penalty: 5922.933105
	Iteration 119Q: 3 clusters Score -1.948982e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 122235 members 
Entering Unmasked Estep 
Score: -19489824.000000 Penalty: 5922.933105
	Iteration 120F: 3 clusters Score -1.948982e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 122333 members 
Entering Unmasked Estep 
Score: -19489846.000000 Penalty: 5922.933105
	Iteration 121Q: 3 clusters Score -1.948985e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 122414 members 
Entering Unmasked Estep 
Score: -19489836.000000 Penalty: 5922.933105
	Iteration 122Q: 3 clusters Score -1.948984e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 122483 members 
Entering Unmasked Estep 
Score: -19489836.000000 Penalty: 5922.933105
	Iteration 123Q: 3 clusters Score -1.948984e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 122544 members 
Entering Unmasked Estep 
Score: -19489832.000000 Penalty: 5922.933105
	Iteration 124Q: 3 clusters Score -1.948983e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 122604 members 
Entering Unmasked Estep 
Score: -19489822.000000 Penalty: 5922.933105
	Iteration 125Q: 3 clusters Score -1.948982e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 122671 members 
Entering Unmasked Estep 
Score: -19489840.000000 Penalty: 5922.933105
	Iteration 126Q: 3 clusters Score -1.948984e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 122743 members 
Entering Unmasked Estep 
Score: -19489834.000000 Penalty: 5922.933105
	Iteration 127Q: 3 clusters Score -1.948983e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 122825 members 
Entering Unmasked Estep 
Score: -19489868.000000 Penalty: 5922.933105
	Iteration 128Q: 3 clusters Score -1.948987e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 122924 members 
Entering Unmasked Estep 
Score: -19489876.000000 Penalty: 5922.933105
	Iteration 129Q: 3 clusters Score -1.948988e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 123024 members 
Entering Unmasked Estep 
Score: -19489820.000000 Penalty: 5922.933105
	Iteration 130Q: 3 clusters Score -1.948982e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
Score: -19489852.000000 Penalty: 5922.933105
	Iteration 131Q: 3 clusters Score -1.948985e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 123238 members 
Entering Unmasked Estep 
Score: -19489842.000000 Penalty: 5922.933105
	Iteration 132Q: 3 clusters Score -1.948984e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 123346 members 
Entering Unmasked Estep 
Score: -19489858.000000 Penalty: 5922.933105
	Iteration 133Q: 3 clusters Score -1.948986e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 123466 members 
Entering Unmasked Estep 
Score: -19489864.000000 Penalty: 5922.933105
	Iteration 134Q: 3 clusters Score -1.948986e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 123608 members 
Entering Unmasked Estep 
Score: -19489870.000000 Penalty: 5922.933105
	Iteration 135Q: 3 clusters Score -1.948987e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 123741 members 
Entering Unmasked Estep 
Score: -19489856.000000 Penalty: 5922.933105
	Iteration 136Q: 3 clusters Score -1.948986e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 123874 members 
Entering Unmasked Estep 
Score: -19489860.000000 Penalty: 5922.933105
	Iteration 137Q: 3 clusters Score -1.948986e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 124000 members 
Entering Unmasked Estep 
Score: -19489882.000000 Penalty: 5922.933105
	Iteration 138Q: 3 clusters Score -1.948988e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 124115 members 
Entering Unmasked Estep 
Score: -19489930.000000 Penalty: 5922.933105
	Iteration 139Q: 3 clusters Score -1.948993e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 124220 members 
Entering Unmasked Estep 
Score: -19489934.000000 Penalty: 5922.933105
	Iteration 140F: 3 clusters Score -1.948993e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 124312 members 
Entering Unmasked Estep 
Score: -19489942.000000 Penalty: 5922.933105
	Iteration 141Q: 3 clusters Score -1.948994e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 124409 members 
Entering Unmasked Estep 
Score: -19489924.000000 Penalty: 5922.933105
	Iteration 142Q: 3 clusters Score -1.948992e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 124508 members 
Entering Unmasked Estep 
Score: -19489902.000000 Penalty: 5922.933105
	Iteration 143Q: 3 clusters Score -1.94899e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 124603 members 
Entering Unmasked Estep 
Score: -19489920.000000 Penalty: 5922.933105
	Iteration 144Q: 3 clusters Score -1.948992e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 124705 members 
Entering Unmasked Estep 
Score: -19489960.000000 Penalty: 5922.933105
	Iteration 145Q: 3 clusters Score -1.948996e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 124792 members 
Entering Unmasked Estep 
Score: -19489960.000000 Penalty: 5922.933105
	Iteration 146Q: 3 clusters Score -1.948996e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 124869 members 
Entering Unmasked Estep 
Score: -19489992.000000 Penalty: 5922.933105
	Iteration 147Q: 3 clusters Score -1.948999e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 124937 members 
Entering Unmasked Estep 
Score: -19489966.000000 Penalty: 5922.933105
	Iteration 148Q: 3 clusters Score -1.948997e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 125014 members 
Entering Unmasked Estep 
Score: -19489926.000000 Penalty: 5922.933105
	Iteration 149Q: 3 clusters Score -1.948993e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 125091 members 
Entering Unmasked Estep 
Score: -19489906.000000 Penalty: 5922.933105
	Iteration 150Q: 3 clusters Score -1.948991e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 125177 members 
Entering Unmasked Estep 
Score: -19489930.000000 Penalty: 5922.933105
	Iteration 151Q: 3 clusters Score -1.948993e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 125266 members 
Entering Unmasked Estep 
Score: -19489918.000000 Penalty: 5922.933105
	Iteration 152Q: 3 clusters Score -1.948992e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 125356 members 
Entering Unmasked Estep 
Score: -19489892.000000 Penalty: 5922.933105
	Iteration 153Q: 3 clusters Score -1.948989e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 125443 members 
Entering Unmasked Estep 
Score: -19489892.000000 Penalty: 5922.933105
	Iteration 154Q: 3 clusters Score -1.948989e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 125521 members 
Entering Unmasked Estep 
Score: -19489878.000000 Penalty: 5922.933105
	Iteration 155Q: 3 clusters Score -1.948988e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 125592 members 
Entering Unmasked Estep 
Score: -19489888.000000 Penalty: 5922.933105
	Iteration 156Q: 3 clusters Score -1.948989e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 125662 members 
Entering Unmasked Estep 
Score: -19489882.000000 Penalty: 5922.933105
	Iteration 157Q: 3 clusters Score -1.948988e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 125732 members 
Entering Unmasked Estep 
Score: -19489882.000000 Penalty: 5922.933105
	Iteration 158Q: 3 clusters Score -1.948988e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 125789 members 
Entering Unmasked Estep 
Score: -19489872.000000 Penalty: 5922.933105
	Iteration 159Q: 3 clusters Score -1.948987e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 125841 members 
Entering Unmasked Estep 
Score: -19489870.000000 Penalty: 5922.933105
	Iteration 160F: 3 clusters Score -1.948987e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 125900 members 
Entering Unmasked Estep 
Score: -19489866.000000 Penalty: 5922.933105
	Iteration 161Q: 3 clusters Score -1.948987e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 125962 members 
Entering Unmasked Estep 
Score: -19489868.000000 Penalty: 5922.933105
	Iteration 162Q: 3 clusters Score -1.948987e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 126009 members 
Entering Unmasked Estep 
Score: -19489866.000000 Penalty: 5922.933105
	Iteration 163Q: 3 clusters Score -1.948987e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 126059 members 
Entering Unmasked Estep 
Score: -19489864.000000 Penalty: 5922.933105
	Iteration 164Q: 3 clusters Score -1.948986e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 126110 members 
Entering Unmasked Estep 
Score: -19489858.000000 Penalty: 5922.933105
	Iteration 165Q: 3 clusters Score -1.948986e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 126175 members 
Entering Unmasked Estep 
Score: -19489872.000000 Penalty: 5922.933105
	Iteration 166Q: 3 clusters Score -1.948987e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 126228 members 
Entering Unmasked Estep 
Score: -19489912.000000 Penalty: 5922.933105
	Iteration 167Q: 3 clusters Score -1.948991e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 126293 members 
Entering Unmasked Estep 
Score: -19489906.000000 Penalty: 5922.933105
	Iteration 168Q: 3 clusters Score -1.948991e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 126349 members 
Entering Unmasked Estep 
Score: -19489916.000000 Penalty: 5922.933105
	Iteration 169Q: 3 clusters Score -1.948992e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 126406 members 
Entering Unmasked Estep 
Score: -19489934.000000 Penalty: 5922.933105
	Iteration 170Q: 3 clusters Score -1.948993e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 126449 members 
Entering Unmasked Estep 
Score: -19489944.000000 Penalty: 5922.933105
	Iteration 171Q: 3 clusters Score -1.948994e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 126486 members 
Entering Unmasked Estep 
Score: -19489958.000000 Penalty: 5922.933105
	Iteration 172Q: 3 clusters Score -1.948996e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 126526 members 
Entering Unmasked Estep 
Score: -19489958.000000 Penalty: 5922.933105
	Iteration 173Q: 3 clusters Score -1.948996e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 126570 members 
Entering Unmasked Estep 
Score: -19489968.000000 Penalty: 5922.933105
	Iteration 174Q: 3 clusters Score -1.948997e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 126605 members 
Entering Unmasked Estep 
Score: -19489976.000000 Penalty: 5922.933105
	Iteration 175Q: 3 clusters Score -1.948998e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 126639 members 
Entering Unmasked Estep 
Score: -19489964.000000 Penalty: 5922.933105
	Iteration 176Q: 3 clusters Score -1.948996e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 126673 members 
Entering Unmasked Estep 
Score: -19489958.000000 Penalty: 5922.933105
	Iteration 177Q: 3 clusters Score -1.948996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 126700 members 
Entering Unmasked Estep 
Score: -19489958.000000 Penalty: 5922.933105
	Iteration 178Q: 3 clusters Score -1.948996e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 126730 members 
Entering Unmasked Estep 
Score: -19489942.000000 Penalty: 5922.933105
	Iteration 179Q: 3 clusters Score -1.948994e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 126755 members 
Entering Unmasked Estep 
Score: -19489942.000000 Penalty: 5922.933105
	Iteration 180F: 3 clusters Score -1.948994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 126780 members 
Entering Unmasked Estep 
Score: -19489926.000000 Penalty: 5922.933105
	Iteration 181Q: 3 clusters Score -1.948993e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 126805 members 
Entering Unmasked Estep 
Score: -19489954.000000 Penalty: 5922.933105
	Iteration 182Q: 3 clusters Score -1.948995e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 126833 members 
Entering Unmasked Estep 
Score: -19489950.000000 Penalty: 5922.933105
	Iteration 183Q: 3 clusters Score -1.948995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 126856 members 
Entering Unmasked Estep 
Score: -19489976.000000 Penalty: 5922.933105
	Iteration 184Q: 3 clusters Score -1.948998e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 126883 members 
Entering Unmasked Estep 
Score: -19489962.000000 Penalty: 5922.933105
	Iteration 185Q: 3 clusters Score -1.948996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 126901 members 
Entering Unmasked Estep 
Score: -19489956.000000 Penalty: 5922.933105
	Iteration 186Q: 3 clusters Score -1.948996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 126922 members 
Entering Unmasked Estep 
Score: -19489968.000000 Penalty: 5922.933105
	Iteration 187Q: 3 clusters Score -1.948997e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 126948 members 
Entering Unmasked Estep 
Score: -19489936.000000 Penalty: 5922.933105
	Iteration 188Q: 3 clusters Score -1.948994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 126971 members 
Entering Unmasked Estep 
Score: -19489938.000000 Penalty: 5922.933105
	Iteration 189Q: 3 clusters Score -1.948994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 126988 members 
Entering Unmasked Estep 
Score: -19489938.000000 Penalty: 5922.933105
	Iteration 190Q: 3 clusters Score -1.948994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 127005 members 
Entering Unmasked Estep 
Score: -19489942.000000 Penalty: 5922.933105
	Iteration 191Q: 3 clusters Score -1.948994e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 127024 members 
Entering Unmasked Estep 
Score: -19489940.000000 Penalty: 5922.933105
	Iteration 192Q: 3 clusters Score -1.948994e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 127048 members 
Entering Unmasked Estep 
Score: -19489952.000000 Penalty: 5922.933105
	Iteration 193Q: 3 clusters Score -1.948995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 127071 members 
Entering Unmasked Estep 
Score: -19489972.000000 Penalty: 5922.933105
	Iteration 194Q: 3 clusters Score -1.948997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 127093 members 
Entering Unmasked Estep 
Score: -19489950.000000 Penalty: 5922.933105
	Iteration 195Q: 3 clusters Score -1.948995e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 127119 members 
Entering Unmasked Estep 
Score: -19489936.000000 Penalty: 5922.933105
	Iteration 196Q: 3 clusters Score -1.948994e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 127143 members 
Entering Unmasked Estep 
Score: -19489948.000000 Penalty: 5922.933105
	Iteration 197Q: 3 clusters Score -1.948995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 127159 members 
Entering Unmasked Estep 
Score: -19489946.000000 Penalty: 5922.933105
	Iteration 198Q: 3 clusters Score -1.948995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 127173 members 
Entering Unmasked Estep 
Score: -19489940.000000 Penalty: 5922.933105
	Iteration 199Q: 3 clusters Score -1.948994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 127196 members 
Entering Unmasked Estep 
Score: -19489946.000000 Penalty: 5922.933105
	Iteration 200F: 3 clusters Score -1.948995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 127214 members 
Entering Unmasked Estep 
Score: -19489944.000000 Penalty: 5922.933105
	Iteration 201Q: 3 clusters Score -1.948994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 127227 members 
Entering Unmasked Estep 
Score: -19489974.000000 Penalty: 5922.933105
	Iteration 202Q: 3 clusters Score -1.948997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 127242 members 
Entering Unmasked Estep 
Score: -19489970.000000 Penalty: 5922.933105
	Iteration 203Q: 3 clusters Score -1.948997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 127264 members 
Entering Unmasked Estep 
Score: -19489960.000000 Penalty: 5922.933105
	Iteration 204Q: 3 clusters Score -1.948996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 127283 members 
Entering Unmasked Estep 
Score: -19489964.000000 Penalty: 5922.933105
	Iteration 205Q: 3 clusters Score -1.948996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 127297 members 
Entering Unmasked Estep 
Score: -19489956.000000 Penalty: 5922.933105
	Iteration 206Q: 3 clusters Score -1.948996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 127314 members 
Entering Unmasked Estep 
Score: -19489960.000000 Penalty: 5922.933105
	Iteration 207Q: 3 clusters Score -1.948996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 127333 members 
Entering Unmasked Estep 
Score: -19489962.000000 Penalty: 5922.933105
	Iteration 208Q: 3 clusters Score -1.948996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 127347 members 
Entering Unmasked Estep 
Score: -19489954.000000 Penalty: 5922.933105
	Iteration 209Q: 3 clusters Score -1.948995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 127357 members 
Entering Unmasked Estep 
Score: -19489940.000000 Penalty: 5922.933105
	Iteration 210Q: 3 clusters Score -1.948994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 127369 members 
Entering Unmasked Estep 
Score: -19489948.000000 Penalty: 5922.933105
	Iteration 211Q: 3 clusters Score -1.948995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 127385 members 
Entering Unmasked Estep 
Score: -19489942.000000 Penalty: 5922.933105
	Iteration 212Q: 3 clusters Score -1.948994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 127400 members 
Entering Unmasked Estep 
Score: -19489940.000000 Penalty: 5922.933105
	Iteration 213Q: 3 clusters Score -1.948994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 127410 members 
Entering Unmasked Estep 
Score: -19489922.000000 Penalty: 5922.933105
	Iteration 214Q: 3 clusters Score -1.948992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 127418 members 
Entering Unmasked Estep 
Score: -19489934.000000 Penalty: 5922.933105
	Iteration 215Q: 3 clusters Score -1.948993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 127425 members 
Entering Unmasked Estep 
Score: -19489932.000000 Penalty: 5922.933105
	Iteration 216Q: 3 clusters Score -1.948993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 127437 members 
Entering Unmasked Estep 
Score: -19489938.000000 Penalty: 5922.933105
	Iteration 217Q: 3 clusters Score -1.948994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 127448 members 
Entering Unmasked Estep 
Score: -19489926.000000 Penalty: 5922.933105
	Iteration 218Q: 3 clusters Score -1.948993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 127454 members 
Entering Unmasked Estep 
Score: -19489922.000000 Penalty: 5922.933105
	Iteration 219Q: 3 clusters Score -1.948992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 127460 members 
Entering Unmasked Estep 
Score: -19489928.000000 Penalty: 5922.933105
	Iteration 220F: 3 clusters Score -1.948993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 127472 members 
Entering Unmasked Estep 
Score: -19489922.000000 Penalty: 5922.933105
	Iteration 221Q: 3 clusters Score -1.948992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 127485 members 
Entering Unmasked Estep 
Score: -19489926.000000 Penalty: 5922.933105
	Iteration 222Q: 3 clusters Score -1.948993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 127491 members 
Entering Unmasked Estep 
Score: -19489924.000000 Penalty: 5922.933105
	Iteration 223Q: 3 clusters Score -1.948992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 127503 members 
Entering Unmasked Estep 
Score: -19489962.000000 Penalty: 5922.933105
	Iteration 224Q: 3 clusters Score -1.948996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 127512 members 
Entering Unmasked Estep 
Score: -19489952.000000 Penalty: 5922.933105
	Iteration 225Q: 3 clusters Score -1.948995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 127521 members 
Entering Unmasked Estep 
Score: -19489956.000000 Penalty: 5922.933105
	Iteration 226Q: 3 clusters Score -1.948996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 127536 members 
Entering Unmasked Estep 
Score: -19489970.000000 Penalty: 5922.933105
	Iteration 227Q: 3 clusters Score -1.948997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 127553 members 
Entering Unmasked Estep 
Score: -19489938.000000 Penalty: 5922.933105
	Iteration 228Q: 3 clusters Score -1.948994e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 127572 members 
Entering Unmasked Estep 
Score: -19489958.000000 Penalty: 5922.933105
	Iteration 229Q: 3 clusters Score -1.948996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 127586 members 
Entering Unmasked Estep 
Score: -19489948.000000 Penalty: 5922.933105
	Iteration 230Q: 3 clusters Score -1.948995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 127599 members 
Entering Unmasked Estep 
Score: -19489956.000000 Penalty: 5922.933105
	Iteration 231Q: 3 clusters Score -1.948996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 127616 members 
Entering Unmasked Estep 
Score: -19489960.000000 Penalty: 5922.933105
	Iteration 232Q: 3 clusters Score -1.948996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 127631 members 
Entering Unmasked Estep 
Score: -19489960.000000 Penalty: 5922.933105
	Iteration 233Q: 3 clusters Score -1.948996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 127648 members 
Entering Unmasked Estep 
Score: -19489948.000000 Penalty: 5922.933105
	Iteration 234Q: 3 clusters Score -1.948995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 127664 members 
Entering Unmasked Estep 
Score: -19489954.000000 Penalty: 5922.933105
	Iteration 235Q: 3 clusters Score -1.948995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 127682 members 
Entering Unmasked Estep 
Score: -19489946.000000 Penalty: 5922.933105
	Iteration 236Q: 3 clusters Score -1.948995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 127692 members 
Entering Unmasked Estep 
Score: -19489956.000000 Penalty: 5922.933105
	Iteration 237Q: 3 clusters Score -1.948996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 127702 members 
Entering Unmasked Estep 
Score: -19489950.000000 Penalty: 5922.933105
	Iteration 238Q: 3 clusters Score -1.948995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 127712 members 
Entering Unmasked Estep 
Score: -19489974.000000 Penalty: 5922.933105
	Iteration 239Q: 3 clusters Score -1.948997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 127723 members 
Entering Unmasked Estep 
Score: -19489978.000000 Penalty: 5922.933105
	Iteration 240F: 3 clusters Score -1.948998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 127736 members 
Entering Unmasked Estep 
Score: -19489976.000000 Penalty: 5922.933105
	Iteration 241Q: 3 clusters Score -1.948998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 127744 members 
Entering Unmasked Estep 
Score: -19489970.000000 Penalty: 5922.933105
	Iteration 242Q: 3 clusters Score -1.948997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 127753 members 
Entering Unmasked Estep 
Score: -19489978.000000 Penalty: 5922.933105
	Iteration 243Q: 3 clusters Score -1.948998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 127765 members 
Entering Unmasked Estep 
Score: -19489986.000000 Penalty: 5922.933105
	Iteration 244Q: 3 clusters Score -1.948999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 127777 members 
Entering Unmasked Estep 
Score: -19489978.000000 Penalty: 5922.933105
	Iteration 245Q: 3 clusters Score -1.948998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 127795 members 
Entering Unmasked Estep 
Score: -19489990.000000 Penalty: 5922.933105
	Iteration 246Q: 3 clusters Score -1.948999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 127815 members 
Entering Unmasked Estep 
Score: -19490006.000000 Penalty: 5922.933105
	Iteration 247Q: 3 clusters Score -1.949001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 127835 members 
Entering Unmasked Estep 
Score: -19490000.000000 Penalty: 5922.933105
	Iteration 248Q: 3 clusters Score -1.949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 127850 members 
Entering Unmasked Estep 
Score: -19489998.000000 Penalty: 5922.933105
	Iteration 249Q: 3 clusters Score -1.949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 127865 members 
Entering Unmasked Estep 
Score: -19489986.000000 Penalty: 5922.933105
	Iteration 250Q: 3 clusters Score -1.948999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 127873 members 
Entering Unmasked Estep 
Score: -19490004.000000 Penalty: 5922.933105
	Iteration 251Q: 3 clusters Score -1.949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 127886 members 
Entering Unmasked Estep 
Score: -19489972.000000 Penalty: 5922.933105
	Iteration 252Q: 3 clusters Score -1.948997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 127898 members 
Entering Unmasked Estep 
Score: -19489968.000000 Penalty: 5922.933105
	Iteration 253Q: 3 clusters Score -1.948997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 127912 members 
Entering Unmasked Estep 
Score: -19489974.000000 Penalty: 5922.933105
	Iteration 254Q: 3 clusters Score -1.948997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 127923 members 
Entering Unmasked Estep 
Score: -19489966.000000 Penalty: 5922.933105
	Iteration 255Q: 3 clusters Score -1.948997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 127932 members 
Entering Unmasked Estep 
Score: -19489976.000000 Penalty: 5922.933105
	Iteration 256Q: 3 clusters Score -1.948998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 127942 members 
Entering Unmasked Estep 
Score: -19489972.000000 Penalty: 5922.933105
	Iteration 257Q: 3 clusters Score -1.948997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 127949 members 
Entering Unmasked Estep 
Score: -19489976.000000 Penalty: 5922.933105
	Iteration 258Q: 3 clusters Score -1.948998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 127959 members 
Entering Unmasked Estep 
Score: -19489958.000000 Penalty: 5922.933105
	Iteration 259Q: 3 clusters Score -1.948996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 127966 members 
Entering Unmasked Estep 
Score: -19489954.000000 Penalty: 5922.933105
	Iteration 260F: 3 clusters Score -1.948995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 127969 members 
Entering Unmasked Estep 
Score: -19489958.000000 Penalty: 5922.933105
	Iteration 261Q: 3 clusters Score -1.948996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 127974 members 
Entering Unmasked Estep 
Score: -19489960.000000 Penalty: 5922.933105
	Iteration 262Q: 3 clusters Score -1.948996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 127978 members 
Entering Unmasked Estep 
Score: -19489970.000000 Penalty: 5922.933105
	Iteration 263Q: 3 clusters Score -1.948997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 127985 members 
Entering Unmasked Estep 
Score: -19489964.000000 Penalty: 5922.933105
	Iteration 264Q: 3 clusters Score -1.948996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 127991 members 
Entering Unmasked Estep 
Score: -19489958.000000 Penalty: 5922.933105
	Iteration 265Q: 3 clusters Score -1.948996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 127995 members 
Entering Unmasked Estep 
Score: -19489958.000000 Penalty: 5922.933105
	Iteration 266Q: 3 clusters Score -1.948996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 128002 members 
Entering Unmasked Estep 
Score: -19489966.000000 Penalty: 5922.933105
	Iteration 267Q: 3 clusters Score -1.948997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 128013 members 
Entering Unmasked Estep 
Score: -19489980.000000 Penalty: 5922.933105
	Iteration 268Q: 3 clusters Score -1.948998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 128018 members 
Entering Unmasked Estep 
Score: -19489974.000000 Penalty: 5922.933105
	Iteration 269Q: 3 clusters Score -1.948997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 128026 members 
Entering Unmasked Estep 
Score: -19489964.000000 Penalty: 5922.933105
	Iteration 270Q: 3 clusters Score -1.948996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 128033 members 
Entering Unmasked Estep 
Score: -19489972.000000 Penalty: 5922.933105
	Iteration 271Q: 3 clusters Score -1.948997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 128041 members 
Entering Unmasked Estep 
Score: -19489960.000000 Penalty: 5922.933105
	Iteration 272Q: 3 clusters Score -1.948996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 128054 members 
Entering Unmasked Estep 
Score: -19489980.000000 Penalty: 5922.933105
	Iteration 273Q: 3 clusters Score -1.948998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 128071 members 
Entering Unmasked Estep 
Score: -19490002.000000 Penalty: 5922.933105
	Iteration 274Q: 3 clusters Score -1.949e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 128096 members 
Entering Unmasked Estep 
Score: -19489982.000000 Penalty: 5922.933105
	Iteration 275Q: 3 clusters Score -1.948998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 128114 members 
Entering Unmasked Estep 
Score: -19489992.000000 Penalty: 5922.933105
	Iteration 276Q: 3 clusters Score -1.948999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 128127 members 
Entering Unmasked Estep 
Score: -19489984.000000 Penalty: 5922.933105
	Iteration 277Q: 3 clusters Score -1.948998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 128141 members 
Entering Unmasked Estep 
Score: -19489976.000000 Penalty: 5922.933105
	Iteration 278Q: 3 clusters Score -1.948998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 128157 members 
Entering Unmasked Estep 
Score: -19490000.000000 Penalty: 5922.933105
	Iteration 279Q: 3 clusters Score -1.949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 128168 members 
Entering Unmasked Estep 
Score: -19490004.000000 Penalty: 5922.933105
	Iteration 280F: 3 clusters Score -1.949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 128182 members 
Entering Unmasked Estep 
Score: -19489994.000000 Penalty: 5922.933105
	Iteration 281Q: 3 clusters Score -1.948999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 128193 members 
Entering Unmasked Estep 
Score: -19489990.000000 Penalty: 5922.933105
	Iteration 282Q: 3 clusters Score -1.948999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 128205 members 
Entering Unmasked Estep 
Score: -19489998.000000 Penalty: 5922.933105
	Iteration 283Q: 3 clusters Score -1.949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 128224 members 
Entering Unmasked Estep 
Score: -19490008.000000 Penalty: 5922.933105
	Iteration 284Q: 3 clusters Score -1.949001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 128237 members 
Entering Unmasked Estep 
Score: -19490030.000000 Penalty: 5922.933105
	Iteration 285Q: 3 clusters Score -1.949003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 128253 members 
Entering Unmasked Estep 
Score: -19490016.000000 Penalty: 5922.933105
	Iteration 286Q: 3 clusters Score -1.949002e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 128274 members 
Entering Unmasked Estep 
Score: -19490004.000000 Penalty: 5922.933105
	Iteration 287Q: 3 clusters Score -1.949e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 128304 members 
Entering Unmasked Estep 
Score: -19490002.000000 Penalty: 5922.933105
	Iteration 288Q: 3 clusters Score -1.949e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 128340 members 
Entering Unmasked Estep 
Score: -19490004.000000 Penalty: 5922.933105
	Iteration 289Q: 3 clusters Score -1.949e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 128377 members 
Entering Unmasked Estep 
Score: -19489988.000000 Penalty: 5922.933105
	Iteration 290Q: 3 clusters Score -1.948999e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 128416 members 
Entering Unmasked Estep 
Score: -19490008.000000 Penalty: 5922.933105
	Iteration 291Q: 3 clusters Score -1.949001e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 128454 members 
Entering Unmasked Estep 
Score: -19490032.000000 Penalty: 5922.933105
	Iteration 292Q: 3 clusters Score -1.949003e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 128488 members 
Entering Unmasked Estep 
Score: -19490010.000000 Penalty: 5922.933105
	Iteration 293Q: 3 clusters Score -1.949001e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 128517 members 
Entering Unmasked Estep 
Score: -19490020.000000 Penalty: 5922.933105
	Iteration 294Q: 3 clusters Score -1.949002e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 128549 members 
Entering Unmasked Estep 
Score: -19490028.000000 Penalty: 5922.933105
	Iteration 295Q: 3 clusters Score -1.949003e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 128583 members 
Entering Unmasked Estep 
Score: -19490048.000000 Penalty: 5922.933105
	Iteration 296Q: 3 clusters Score -1.949005e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 128620 members 
Entering Unmasked Estep 
Score: -19490042.000000 Penalty: 5922.933105
	Iteration 297Q: 3 clusters Score -1.949004e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 128655 members 
Entering Unmasked Estep 
Score: -19490022.000000 Penalty: 5922.933105
	Iteration 298Q: 3 clusters Score -1.949002e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 128690 members 
Entering Unmasked Estep 
Score: -19489996.000000 Penalty: 5922.933105
	Iteration 299Q: 3 clusters Score -1.949e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 128720 members 
Entering Unmasked Estep 
Score: -19490002.000000 Penalty: 5922.933105
	Iteration 300F: 3 clusters Score -1.949e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 128752 members 
Entering Unmasked Estep 
Score: -19490026.000000 Penalty: 5922.933105
	Iteration 301Q: 3 clusters Score -1.949003e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 128788 members 
Entering Unmasked Estep 
Score: -19490032.000000 Penalty: 5922.933105
	Iteration 302Q: 3 clusters Score -1.949003e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 128822 members 
Entering Unmasked Estep 
Score: -19490040.000000 Penalty: 5922.933105
	Iteration 303Q: 3 clusters Score -1.949004e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 128859 members 
Entering Unmasked Estep 
Score: -19490030.000000 Penalty: 5922.933105
	Iteration 304Q: 3 clusters Score -1.949003e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 128892 members 
Entering Unmasked Estep 
Score: -19490032.000000 Penalty: 5922.933105
	Iteration 305Q: 3 clusters Score -1.949003e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 128910 members 
Entering Unmasked Estep 
Score: -19490036.000000 Penalty: 5922.933105
	Iteration 306Q: 3 clusters Score -1.949004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 128922 members 
Entering Unmasked Estep 
Score: -19490004.000000 Penalty: 5922.933105
	Iteration 307Q: 3 clusters Score -1.949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 128933 members 
Entering Unmasked Estep 
Score: -19490006.000000 Penalty: 5922.933105
	Iteration 308Q: 3 clusters Score -1.949001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 128949 members 
Entering Unmasked Estep 
Score: -19490000.000000 Penalty: 5922.933105
	Iteration 309Q: 3 clusters Score -1.949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 128960 members 
Entering Unmasked Estep 
Score: -19489988.000000 Penalty: 5922.933105
	Iteration 310Q: 3 clusters Score -1.948999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 128977 members 
Entering Unmasked Estep 
Score: -19489996.000000 Penalty: 5922.933105
	Iteration 311Q: 3 clusters Score -1.949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 128993 members 
Entering Unmasked Estep 
Score: -19490016.000000 Penalty: 5922.933105
	Iteration 312Q: 3 clusters Score -1.949002e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 129012 members 
Entering Unmasked Estep 
Score: -19490010.000000 Penalty: 5922.933105
	Iteration 313Q: 3 clusters Score -1.949001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 129024 members 
Entering Unmasked Estep 
Score: -19490000.000000 Penalty: 5922.933105
	Iteration 314Q: 3 clusters Score -1.949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 129041 members 
Entering Unmasked Estep 
Score: -19490010.000000 Penalty: 5922.933105
	Iteration 315Q: 3 clusters Score -1.949001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 129058 members 
Entering Unmasked Estep 
Score: -19490002.000000 Penalty: 5922.933105
	Iteration 316Q: 3 clusters Score -1.949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 129078 members 
Entering Unmasked Estep 
Score: -19489994.000000 Penalty: 5922.933105
	Iteration 317Q: 3 clusters Score -1.948999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 129095 members 
Entering Unmasked Estep 
Score: -19490002.000000 Penalty: 5922.933105
	Iteration 318Q: 3 clusters Score -1.949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 129115 members 
Entering Unmasked Estep 
Score: -19490022.000000 Penalty: 5922.933105
	Iteration 319Q: 3 clusters Score -1.949002e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 129134 members 
Entering Unmasked Estep 
Score: -19490012.000000 Penalty: 5922.933105
	Iteration 320F: 3 clusters Score -1.949001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 129152 members 
Entering Unmasked Estep 
Score: -19490016.000000 Penalty: 5922.933105
	Iteration 321Q: 3 clusters Score -1.949002e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 129177 members 
Entering Unmasked Estep 
Score: -19490038.000000 Penalty: 5922.933105
	Iteration 322Q: 3 clusters Score -1.949004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 129199 members 
Entering Unmasked Estep 
Score: -19490040.000000 Penalty: 5922.933105
	Iteration 323Q: 3 clusters Score -1.949004e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 129225 members 
Entering Unmasked Estep 
Score: -19490040.000000 Penalty: 5922.933105
	Iteration 324Q: 3 clusters Score -1.949004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 129242 members 
Entering Unmasked Estep 
Score: -19490014.000000 Penalty: 5922.933105
	Iteration 325Q: 3 clusters Score -1.949001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 129256 members 
Entering Unmasked Estep 
Score: -19490002.000000 Penalty: 5922.933105
	Iteration 326Q: 3 clusters Score -1.949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 129268 members 
Entering Unmasked Estep 
Score: -19490004.000000 Penalty: 5922.933105
	Iteration 327Q: 3 clusters Score -1.949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 129284 members 
Entering Unmasked Estep 
Score: -19490024.000000 Penalty: 5922.933105
	Iteration 328Q: 3 clusters Score -1.949002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 129297 members 
Entering Unmasked Estep 
Score: -19490034.000000 Penalty: 5922.933105
	Iteration 329Q: 3 clusters Score -1.949003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 129308 members 
Entering Unmasked Estep 
Score: -19490036.000000 Penalty: 5922.933105
	Iteration 330Q: 3 clusters Score -1.949004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 129324 members 
Entering Unmasked Estep 
Score: -19490038.000000 Penalty: 5922.933105
	Iteration 331Q: 3 clusters Score -1.949004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 129341 members 
Entering Unmasked Estep 
Score: -19490034.000000 Penalty: 5922.933105
	Iteration 332Q: 3 clusters Score -1.949003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 129353 members 
Entering Unmasked Estep 
Score: -19490028.000000 Penalty: 5922.933105
	Iteration 333Q: 3 clusters Score -1.949003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 129362 members 
Entering Unmasked Estep 
Score: -19490018.000000 Penalty: 5922.933105
	Iteration 334Q: 3 clusters Score -1.949002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 129373 members 
Entering Unmasked Estep 
Score: -19490028.000000 Penalty: 5922.933105
	Iteration 335Q: 3 clusters Score -1.949003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 129383 members 
Entering Unmasked Estep 
Score: -19490034.000000 Penalty: 5922.933105
	Iteration 336Q: 3 clusters Score -1.949003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 129394 members 
Entering Unmasked Estep 
Score: -19490020.000000 Penalty: 5922.933105
	Iteration 337Q: 3 clusters Score -1.949002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 129401 members 
Entering Unmasked Estep 
Score: -19490022.000000 Penalty: 5922.933105
	Iteration 338Q: 3 clusters Score -1.949002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 129411 members 
Entering Unmasked Estep 
Score: -19490026.000000 Penalty: 5922.933105
	Iteration 339Q: 3 clusters Score -1.949003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 129421 members 
Entering Unmasked Estep 
Score: -19490022.000000 Penalty: 5922.933105
	Iteration 340F: 3 clusters Score -1.949002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 129427 members 
Entering Unmasked Estep 
Score: -19490028.000000 Penalty: 5922.933105
	Iteration 341Q: 3 clusters Score -1.949003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 129435 members 
Entering Unmasked Estep 
Score: -19490028.000000 Penalty: 5922.933105
	Iteration 342Q: 3 clusters Score -1.949003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 129443 members 
Entering Unmasked Estep 
Score: -19490040.000000 Penalty: 5922.933105
	Iteration 343Q: 3 clusters Score -1.949004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 129455 members 
Entering Unmasked Estep 
Score: -19490028.000000 Penalty: 5922.933105
	Iteration 344Q: 3 clusters Score -1.949003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 129467 members 
Entering Unmasked Estep 
Score: -19490032.000000 Penalty: 5922.933105
	Iteration 345Q: 3 clusters Score -1.949003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 129480 members 
Entering Unmasked Estep 
Score: -19490042.000000 Penalty: 5922.933105
	Iteration 346Q: 3 clusters Score -1.949004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 129490 members 
Entering Unmasked Estep 
Score: -19490042.000000 Penalty: 5922.933105
	Iteration 347Q: 3 clusters Score -1.949004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 129502 members 
Entering Unmasked Estep 
Score: -19490028.000000 Penalty: 5922.933105
	Iteration 348Q: 3 clusters Score -1.949003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 129515 members 
Entering Unmasked Estep 
Score: -19490040.000000 Penalty: 5922.933105
	Iteration 349Q: 3 clusters Score -1.949004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 129529 members 
Entering Unmasked Estep 
Score: -19490036.000000 Penalty: 5922.933105
	Iteration 350Q: 3 clusters Score -1.949004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 129540 members 
Entering Unmasked Estep 
Score: -19490042.000000 Penalty: 5922.933105
	Iteration 351Q: 3 clusters Score -1.949004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 129554 members 
Entering Unmasked Estep 
Score: -19490042.000000 Penalty: 5922.933105
	Iteration 352Q: 3 clusters Score -1.949004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 129564 members 
Entering Unmasked Estep 
Score: -19490050.000000 Penalty: 5922.933105
	Iteration 353Q: 3 clusters Score -1.949005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 129573 members 
Entering Unmasked Estep 
Score: -19490052.000000 Penalty: 5922.933105
	Iteration 354Q: 3 clusters Score -1.949005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 129582 members 
Entering Unmasked Estep 
Score: -19490042.000000 Penalty: 5922.933105
	Iteration 355Q: 3 clusters Score -1.949004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 129591 members 
Entering Unmasked Estep 
Score: -19490044.000000 Penalty: 5922.933105
	Iteration 356Q: 3 clusters Score -1.949004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 129607 members 
Entering Unmasked Estep 
Score: -19490034.000000 Penalty: 5922.933105
	Iteration 357Q: 3 clusters Score -1.949003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 129615 members 
Entering Unmasked Estep 
Score: -19490040.000000 Penalty: 5922.933105
	Iteration 358Q: 3 clusters Score -1.949004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 129622 members 
Entering Unmasked Estep 
Score: -19490048.000000 Penalty: 5922.933105
	Iteration 359Q: 3 clusters Score -1.949005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 129630 members 
Entering Unmasked Estep 
Score: -19490034.000000 Penalty: 5922.933105
	Iteration 360F: 3 clusters Score -1.949003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 129638 members 
Entering Unmasked Estep 
Score: -19490056.000000 Penalty: 5922.933105
	Iteration 361Q: 3 clusters Score -1.949006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 129653 members 
Entering Unmasked Estep 
Score: -19490058.000000 Penalty: 5922.933105
	Iteration 362Q: 3 clusters Score -1.949006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 129670 members 
Entering Unmasked Estep 
Score: -19490052.000000 Penalty: 5922.933105
	Iteration 363Q: 3 clusters Score -1.949005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 129681 members 
Entering Unmasked Estep 
Score: -19490068.000000 Penalty: 5922.933105
	Iteration 364Q: 3 clusters Score -1.949007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 129693 members 
Entering Unmasked Estep 
Score: -19490084.000000 Penalty: 5922.933105
	Iteration 365Q: 3 clusters Score -1.949008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 129710 members 
Entering Unmasked Estep 
Score: -19490076.000000 Penalty: 5922.933105
	Iteration 366Q: 3 clusters Score -1.949008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 129724 members 
Entering Unmasked Estep 
Score: -19490064.000000 Penalty: 5922.933105
	Iteration 367Q: 3 clusters Score -1.949006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 129737 members 
Entering Unmasked Estep 
Score: -19490066.000000 Penalty: 5922.933105
	Iteration 368Q: 3 clusters Score -1.949007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 129749 members 
Entering Unmasked Estep 
Score: -19490056.000000 Penalty: 5922.933105
	Iteration 369Q: 3 clusters Score -1.949006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 129769 members 
Entering Unmasked Estep 
Score: -19490068.000000 Penalty: 5922.933105
	Iteration 370Q: 3 clusters Score -1.949007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 129789 members 
Entering Unmasked Estep 
Score: -19490068.000000 Penalty: 5922.933105
	Iteration 371Q: 3 clusters Score -1.949007e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 129808 members 
Entering Unmasked Estep 
Score: -19490058.000000 Penalty: 5922.933105
	Iteration 372Q: 3 clusters Score -1.949006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 129821 members 
Entering Unmasked Estep 
Score: -19490066.000000 Penalty: 5922.933105
	Iteration 373Q: 3 clusters Score -1.949007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 129827 members 
Entering Unmasked Estep 
Score: -19490070.000000 Penalty: 5922.933105
	Iteration 374Q: 3 clusters Score -1.949007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 129829 members 
Entering Unmasked Estep 
Score: -19490072.000000 Penalty: 5922.933105
	Iteration 375Q: 3 clusters Score -1.949007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 129830 members 
Entering Unmasked Estep 
Score: -19490070.000000 Penalty: 5922.933105
	Iteration 376Q: 3 clusters Score -1.949007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 129832 members 
Entering Unmasked Estep 
Score: -19490076.000000 Penalty: 5922.933105
	Iteration 377Q: 3 clusters Score -1.949008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 129832 members 
Entering Unmasked Estep 
Score: -19490076.000000 Penalty: 5922.933105
	Iteration 378F: 3 clusters Score -1.949008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76349 members 
Mstep: Class 3 contains 78256 members 
Mstep: Class 4 contains 139435 members 
Mstep: Class 5 contains 23659 members 
Mstep: Class 6 contains 78203 members 
Mstep: Class 7 contains 129832 members 
Mstep: Class 8 contains 148911 members 
Mstep: Class 9 contains 24440 members 
Mstep: Class 10 contains 10205 members 
Mstep: Class 11 contains 157305 members 
Mstep: Class 12 contains 165317 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 163924 members 
Mstep: Class 16 contains 78795 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 8039 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
Score: -161324064.000000 Penalty: 73281.218750
Splitting cluster 5 changes total score from -161324816.000000 to -161324064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (78203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Entering Unmasked Estep 
Score: -9694031.000000 Penalty: 2794.231689
	Iteration 0F: 2 clusters Score -9694031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -9641468.000000 Penalty: 5588.463379
	Iteration 0F: 3 clusters Score -9641468 nChanged 36644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -9662353.000000 Penalty: 5588.463379
	Iteration 1F: 3 clusters Score -9662353 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -9663270.000000 Penalty: 5588.463379
	Iteration 2Q: 3 clusters Score -9663270 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -9664425.000000 Penalty: 5588.463379
	Iteration 3Q: 3 clusters Score -9664425 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -9666086.000000 Penalty: 5588.463379
	Iteration 4Q: 3 clusters Score -9666086 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -9668534.000000 Penalty: 5588.463379
	Iteration 5F: 3 clusters Score -9668534 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -9672053.000000 Penalty: 5588.463379
	Iteration 6F: 3 clusters Score -9672053 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -9676905.000000 Penalty: 5588.463379
	Iteration 7F: 3 clusters Score -9676905 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 67541 members 
Entering Unmasked Estep 
Score: -9682218.000000 Penalty: 5588.463379
	Iteration 8F: 3 clusters Score -9682218 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -9686484.000000 Penalty: 5588.463379
	Iteration 9F: 3 clusters Score -9686484 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 75263 members 
Entering Unmasked Estep 
Score: -9689186.000000 Penalty: 5588.463379
	Iteration 10Q: 3 clusters Score -9689186 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -9690475.000000 Penalty: 5588.463379
	Iteration 11Q: 3 clusters Score -9690475 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -9691037.000000 Penalty: 5588.463379
	Iteration 12Q: 3 clusters Score -9691037 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 77550 members 
Entering Unmasked Estep 
Score: -9691301.000000 Penalty: 5588.463379
	Iteration 13Q: 3 clusters Score -9691301 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 77644 members 
Entering Unmasked Estep 
Score: -9691434.000000 Penalty: 5588.463379
	Iteration 14Q: 3 clusters Score -9691434 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 77705 members 
Entering Unmasked Estep 
Score: -9691532.000000 Penalty: 5588.463379
	Iteration 15Q: 3 clusters Score -9691532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 77736 members 
Entering Unmasked Estep 
Score: -9691590.000000 Penalty: 5588.463379
	Iteration 16Q: 3 clusters Score -9691590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 77760 members 
Entering Unmasked Estep 
Score: -9691627.000000 Penalty: 5588.463379
	Iteration 17Q: 3 clusters Score -9691627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 77772 members 
Entering Unmasked Estep 
Score: -9691644.000000 Penalty: 5588.463379
	Iteration 18Q: 3 clusters Score -9691644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 77778 members 
Entering Unmasked Estep 
Score: -9691647.000000 Penalty: 5588.463379
	Iteration 19Q: 3 clusters Score -9691647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -9691661.000000 Penalty: 5588.463379
	Iteration 20F: 3 clusters Score -9691661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 77789 members 
Entering Unmasked Estep 
Score: -9691652.000000 Penalty: 5588.463379
	Iteration 21Q: 3 clusters Score -9691652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -9691662.000000 Penalty: 5588.463379
	Iteration 22Q: 3 clusters Score -9691662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 77796 members 
Entering Unmasked Estep 
Score: -9691659.000000 Penalty: 5588.463379
	Iteration 23Q: 3 clusters Score -9691659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 77793 members 
Entering Unmasked Estep 
Score: -9691674.000000 Penalty: 5588.463379
	Iteration 24Q: 3 clusters Score -9691674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 77794 members 
Entering Unmasked Estep 
Score: -9691671.000000 Penalty: 5588.463379
	Iteration 25Q: 3 clusters Score -9691671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -9691666.000000 Penalty: 5588.463379
	Iteration 26Q: 3 clusters Score -9691666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 77796 members 
Entering Unmasked Estep 
Score: -9691673.000000 Penalty: 5588.463379
	Iteration 27Q: 3 clusters Score -9691673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 77796 members 
Entering Unmasked Estep 
Score: -9691675.000000 Penalty: 5588.463379
	Iteration 28Q: 3 clusters Score -9691675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -9691672.000000 Penalty: 5588.463379
	Iteration 29Q: 3 clusters Score -9691672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 77800 members 
Entering Unmasked Estep 
Score: -9691681.000000 Penalty: 5588.463379
	Iteration 30Q: 3 clusters Score -9691681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -9691690.000000 Penalty: 5588.463379
	Iteration 31Q: 3 clusters Score -9691690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -9691690.000000 Penalty: 5588.463379
	Iteration 32Q: 3 clusters Score -9691690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -9691687.000000 Penalty: 5588.463379
	Iteration 33Q: 3 clusters Score -9691687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -9691687.000000 Penalty: 5588.463379
	Iteration 34F: 3 clusters Score -9691687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (148911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148911 members 
Entering Unmasked Estep 
Score: -19187552.000000 Penalty: 2953.953857
	Iteration 0F: 2 clusters Score -1.918755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 74263 members 
Entering Unmasked Estep 
Score: -19092220.000000 Penalty: 5907.907715
	Iteration 0F: 3 clusters Score -1.909222e+07 nChanged 71152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77484 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
Score: -19133596.000000 Penalty: 5907.907715
	Iteration 1F: 3 clusters Score -1.91336e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -19134784.000000 Penalty: 5907.907715
	Iteration 2Q: 3 clusters Score -1.913478e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82740 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -19136434.000000 Penalty: 5907.907715
	Iteration 3Q: 3 clusters Score -1.913643e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87624 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -19138938.000000 Penalty: 5907.907715
	Iteration 4Q: 3 clusters Score -1.913894e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94449 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -19142956.000000 Penalty: 5907.907715
	Iteration 5F: 3 clusters Score -1.914296e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103342 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -19149200.000000 Penalty: 5907.907715
	Iteration 6F: 3 clusters Score -1.91492e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113590 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -19157698.000000 Penalty: 5907.907715
	Iteration 7F: 3 clusters Score -1.91577e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123298 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -19166334.000000 Penalty: 5907.907715
	Iteration 8F: 3 clusters Score -1.916633e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130573 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -19172648.000000 Penalty: 5907.907715
	Iteration 9F: 3 clusters Score -1.917265e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135367 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -19176884.000000 Penalty: 5907.907715
	Iteration 10Q: 3 clusters Score -1.917688e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138524 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -19179540.000000 Penalty: 5907.907715
	Iteration 11Q: 3 clusters Score -1.917954e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140694 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -19181050.000000 Penalty: 5907.907715
	Iteration 12Q: 3 clusters Score -1.918105e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142252 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -19181964.000000 Penalty: 5907.907715
	Iteration 13Q: 3 clusters Score -1.918196e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143445 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -19182426.000000 Penalty: 5907.907715
	Iteration 14Q: 3 clusters Score -1.918243e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144436 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -19182910.000000 Penalty: 5907.907715
	Iteration 15Q: 3 clusters Score -1.918291e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145263 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -19183404.000000 Penalty: 5907.907715
	Iteration 16Q: 3 clusters Score -1.91834e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145939 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -19183720.000000 Penalty: 5907.907715
	Iteration 17Q: 3 clusters Score -1.918372e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146492 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -19184096.000000 Penalty: 5907.907715
	Iteration 18Q: 3 clusters Score -1.91841e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146927 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -19184330.000000 Penalty: 5907.907715
	Iteration 19Q: 3 clusters Score -1.918433e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147279 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -19184554.000000 Penalty: 5907.907715
	Iteration 20F: 3 clusters Score -1.918455e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147560 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -19184678.000000 Penalty: 5907.907715
	Iteration 21Q: 3 clusters Score -1.918468e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147768 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -19184748.000000 Penalty: 5907.907715
	Iteration 22Q: 3 clusters Score -1.918475e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147909 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -19184846.000000 Penalty: 5907.907715
	Iteration 23Q: 3 clusters Score -1.918485e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148014 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -19184924.000000 Penalty: 5907.907715
	Iteration 24Q: 3 clusters Score -1.918492e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148081 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -19184974.000000 Penalty: 5907.907715
	Iteration 25Q: 3 clusters Score -1.918497e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148130 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -19185022.000000 Penalty: 5907.907715
	Iteration 26Q: 3 clusters Score -1.918502e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148168 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -19185062.000000 Penalty: 5907.907715
	Iteration 27Q: 3 clusters Score -1.918506e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148203 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -19185116.000000 Penalty: 5907.907715
	Iteration 28Q: 3 clusters Score -1.918512e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148235 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -19185116.000000 Penalty: 5907.907715
	Iteration 29Q: 3 clusters Score -1.918512e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148266 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -19185166.000000 Penalty: 5907.907715
	Iteration 30Q: 3 clusters Score -1.918517e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148298 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -19185196.000000 Penalty: 5907.907715
	Iteration 31Q: 3 clusters Score -1.91852e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148319 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -19185196.000000 Penalty: 5907.907715
	Iteration 32Q: 3 clusters Score -1.91852e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148337 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -19185182.000000 Penalty: 5907.907715
	Iteration 33Q: 3 clusters Score -1.918518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148349 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -19185192.000000 Penalty: 5907.907715
	Iteration 34Q: 3 clusters Score -1.918519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148355 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -19185204.000000 Penalty: 5907.907715
	Iteration 35Q: 3 clusters Score -1.91852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148363 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -19185208.000000 Penalty: 5907.907715
	Iteration 36Q: 3 clusters Score -1.918521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148366 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -19185208.000000 Penalty: 5907.907715
	Iteration 37Q: 3 clusters Score -1.918521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148367 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -19185208.000000 Penalty: 5907.907715
	Iteration 38Q: 3 clusters Score -1.918521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148368 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19185214.000000 Penalty: 5907.907715
	Iteration 39Q: 3 clusters Score -1.918521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148371 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -19185218.000000 Penalty: 5907.907715
	Iteration 40F: 3 clusters Score -1.918522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148373 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -19185204.000000 Penalty: 5907.907715
	Iteration 41Q: 3 clusters Score -1.91852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148376 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -19185198.000000 Penalty: 5907.907715
	Iteration 42Q: 3 clusters Score -1.91852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148379 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -19185200.000000 Penalty: 5907.907715
	Iteration 43Q: 3 clusters Score -1.91852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148381 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -19185194.000000 Penalty: 5907.907715
	Iteration 44Q: 3 clusters Score -1.918519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148383 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -19185204.000000 Penalty: 5907.907715
	Iteration 45Q: 3 clusters Score -1.91852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148385 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -19185198.000000 Penalty: 5907.907715
	Iteration 46Q: 3 clusters Score -1.91852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148386 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -19185212.000000 Penalty: 5907.907715
	Iteration 47Q: 3 clusters Score -1.918521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148386 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -19185212.000000 Penalty: 5907.907715
	Iteration 48F: 3 clusters Score -1.918521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Entering Unmasked Estep 
Score: -3145051.250000 Penalty: 2505.786133
	Iteration 0F: 2 clusters Score -3145051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -3128053.750000 Penalty: 5011.572266
	Iteration 0F: 3 clusters Score -3128054 nChanged 10886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3134070.750000 Penalty: 5011.572266
	Iteration 1F: 3 clusters Score -3134071 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3134560.250000 Penalty: 5011.572266
	Iteration 2F: 3 clusters Score -3134560 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3135066.750000 Penalty: 5011.572266
	Iteration 3Q: 3 clusters Score -3135067 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3135690.750000 Penalty: 5011.572266
	Iteration 4F: 3 clusters Score -3135691 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3136565.500000 Penalty: 5011.572266
	Iteration 5F: 3 clusters Score -3136566 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -3137844.250000 Penalty: 5011.572266
	Iteration 6F: 3 clusters Score -3137844 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -3139258.750000 Penalty: 5011.572266
	Iteration 7F: 3 clusters Score -3139259 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -3140541.750000 Penalty: 5011.572266
	Iteration 8F: 3 clusters Score -3140542 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -3141560.500000 Penalty: 5011.572266
	Iteration 9Q: 3 clusters Score -3141560 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3142186.500000 Penalty: 5011.572266
	Iteration 10Q: 3 clusters Score -3142186 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3142537.750000 Penalty: 5011.572266
	Iteration 11Q: 3 clusters Score -3142538 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -3142709.500000 Penalty: 5011.572266
	Iteration 12Q: 3 clusters Score -3142710 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -3142794.000000 Penalty: 5011.572266
	Iteration 13Q: 3 clusters Score -3142794 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -3142850.750000 Penalty: 5011.572266
	Iteration 14Q: 3 clusters Score -3142851 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -3142880.000000 Penalty: 5011.572266
	Iteration 15Q: 3 clusters Score -3142880 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -3142899.000000 Penalty: 5011.572266
	Iteration 16Q: 3 clusters Score -3142899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -3142925.000000 Penalty: 5011.572266
	Iteration 17Q: 3 clusters Score -3142925 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3142939.250000 Penalty: 5011.572266
	Iteration 18Q: 3 clusters Score -3142939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3142948.250000 Penalty: 5011.572266
	Iteration 19Q: 3 clusters Score -3142948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3142955.500000 Penalty: 5011.572266
	Iteration 20F: 3 clusters Score -3142956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3142964.750000 Penalty: 5011.572266
	Iteration 21Q: 3 clusters Score -3142965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -3142968.250000 Penalty: 5011.572266
	Iteration 22Q: 3 clusters Score -3142968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -3142979.750000 Penalty: 5011.572266
	Iteration 23Q: 3 clusters Score -3142980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -3142983.000000 Penalty: 5011.572266
	Iteration 24Q: 3 clusters Score -3142983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3142988.750000 Penalty: 5011.572266
	Iteration 25Q: 3 clusters Score -3142989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3142983.250000 Penalty: 5011.572266
	Iteration 26Q: 3 clusters Score -3142983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -3142985.500000 Penalty: 5011.572266
	Iteration 27Q: 3 clusters Score -3142986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3142992.000000 Penalty: 5011.572266
	Iteration 28Q: 3 clusters Score -3142992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -3142990.000000 Penalty: 5011.572266
	Iteration 29Q: 3 clusters Score -3142990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -3142996.750000 Penalty: 5011.572266
	Iteration 30Q: 3 clusters Score -3142997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3143002.500000 Penalty: 5011.572266
	Iteration 31Q: 3 clusters Score -3143002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -3143006.250000 Penalty: 5011.572266
	Iteration 32Q: 3 clusters Score -3143006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -3143007.500000 Penalty: 5011.572266
	Iteration 33Q: 3 clusters Score -3143008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -3143004.000000 Penalty: 5011.572266
	Iteration 34Q: 3 clusters Score -3143004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -3143004.250000 Penalty: 5011.572266
	Iteration 35Q: 3 clusters Score -3143004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3143004.750000 Penalty: 5011.572266
	Iteration 36Q: 3 clusters Score -3143005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3143004.750000 Penalty: 5011.572266
	Iteration 37F: 3 clusters Score -3143005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Entering Unmasked Estep 
Score: -1236563.250000 Penalty: 2289.197021
	Iteration 0F: 2 clusters Score -1236563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1228776.500000 Penalty: 4578.394043
	Iteration 0F: 3 clusters Score -1228776 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1231116.250000 Penalty: 4578.394043
	Iteration 1F: 3 clusters Score -1231116 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1231529.375000 Penalty: 4578.394043
	Iteration 2F: 3 clusters Score -1231529 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1231983.875000 Penalty: 4578.394043
	Iteration 3F: 3 clusters Score -1231984 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1232558.500000 Penalty: 4578.394043
	Iteration 4F: 3 clusters Score -1232558 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1233360.375000 Penalty: 4578.394043
	Iteration 5F: 3 clusters Score -1233360 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1234253.000000 Penalty: 4578.394043
	Iteration 6F: 3 clusters Score -1234253 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1234981.000000 Penalty: 4578.394043
	Iteration 7F: 3 clusters Score -1234981 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1235399.750000 Penalty: 4578.394043
	Iteration 8F: 3 clusters Score -1235400 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1235606.625000 Penalty: 4578.394043
	Iteration 9Q: 3 clusters Score -1235607 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1235713.500000 Penalty: 4578.394043
	Iteration 10Q: 3 clusters Score -1235714 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1235756.750000 Penalty: 4578.394043
	Iteration 11Q: 3 clusters Score -1235757 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1235781.250000 Penalty: 4578.394043
	Iteration 12Q: 3 clusters Score -1235781 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1235802.625000 Penalty: 4578.394043
	Iteration 13Q: 3 clusters Score -1235803 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1235814.375000 Penalty: 4578.394043
	Iteration 14Q: 3 clusters Score -1235814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1235822.375000 Penalty: 4578.394043
	Iteration 15Q: 3 clusters Score -1235822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1235834.500000 Penalty: 4578.394043
	Iteration 16Q: 3 clusters Score -1235834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1235842.625000 Penalty: 4578.394043
	Iteration 17Q: 3 clusters Score -1235843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1235847.125000 Penalty: 4578.394043
	Iteration 18Q: 3 clusters Score -1235847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1235848.750000 Penalty: 4578.394043
	Iteration 19Q: 3 clusters Score -1235849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1235853.250000 Penalty: 4578.394043
	Iteration 20F: 3 clusters Score -1235853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1235856.750000 Penalty: 4578.394043
	Iteration 21Q: 3 clusters Score -1235857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1235861.625000 Penalty: 4578.394043
	Iteration 22Q: 3 clusters Score -1235862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1235862.375000 Penalty: 4578.394043
	Iteration 23Q: 3 clusters Score -1235862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1235863.625000 Penalty: 4578.394043
	Iteration 24Q: 3 clusters Score -1235864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1235863.500000 Penalty: 4578.394043
	Iteration 25Q: 3 clusters Score -1235864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1235865.250000 Penalty: 4578.394043
	Iteration 26Q: 3 clusters Score -1235865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1235865.250000 Penalty: 4578.394043
	Iteration 27Q: 3 clusters Score -1235865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1235866.125000 Penalty: 4578.394043
	Iteration 28Q: 3 clusters Score -1235866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1235866.875000 Penalty: 4578.394043
	Iteration 29Q: 3 clusters Score -1235867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1235866.375000 Penalty: 4578.394043
	Iteration 30Q: 3 clusters Score -1235866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1235867.375000 Penalty: 4578.394043
	Iteration 31Q: 3 clusters Score -1235867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1235868.750000 Penalty: 4578.394043
	Iteration 32Q: 3 clusters Score -1235869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1235869.875000 Penalty: 4578.394043
	Iteration 33Q: 3 clusters Score -1235870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1235871.250000 Penalty: 4578.394043
	Iteration 34Q: 3 clusters Score -1235871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1235869.250000 Penalty: 4578.394043
	Iteration 35Q: 3 clusters Score -1235869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1235867.250000 Penalty: 4578.394043
	Iteration 36Q: 3 clusters Score -1235867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1235868.000000 Penalty: 4578.394043
	Iteration 37Q: 3 clusters Score -1235868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1235868.000000 Penalty: 4578.394043
	Iteration 38Q: 3 clusters Score -1235868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1235865.500000 Penalty: 4578.394043
	Iteration 39Q: 3 clusters Score -1235866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1235865.125000 Penalty: 4578.394043
	Iteration 40F: 3 clusters Score -1235865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1235868.750000 Penalty: 4578.394043
	Iteration 41Q: 3 clusters Score -1235869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1235871.875000 Penalty: 4578.394043
	Iteration 42Q: 3 clusters Score -1235872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1235869.750000 Penalty: 4578.394043
	Iteration 43Q: 3 clusters Score -1235870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1235870.000000 Penalty: 4578.394043
	Iteration 44Q: 3 clusters Score -1235870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1235873.000000 Penalty: 4578.394043
	Iteration 45Q: 3 clusters Score -1235873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1235871.375000 Penalty: 4578.394043
	Iteration 46Q: 3 clusters Score -1235871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1235873.625000 Penalty: 4578.394043
	Iteration 47Q: 3 clusters Score -1235874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1235873.250000 Penalty: 4578.394043
	Iteration 48Q: 3 clusters Score -1235873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1235877.250000 Penalty: 4578.394043
	Iteration 49Q: 3 clusters Score -1235877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1235879.750000 Penalty: 4578.394043
	Iteration 50Q: 3 clusters Score -1235880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1235877.625000 Penalty: 4578.394043
	Iteration 51Q: 3 clusters Score -1235878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1235880.625000 Penalty: 4578.394043
	Iteration 52Q: 3 clusters Score -1235881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1235879.250000 Penalty: 4578.394043
	Iteration 53Q: 3 clusters Score -1235879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1235880.750000 Penalty: 4578.394043
	Iteration 54Q: 3 clusters Score -1235881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1235883.250000 Penalty: 4578.394043
	Iteration 55Q: 3 clusters Score -1235883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1235882.250000 Penalty: 4578.394043
	Iteration 56Q: 3 clusters Score -1235882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1235885.250000 Penalty: 4578.394043
	Iteration 57Q: 3 clusters Score -1235885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1235883.750000 Penalty: 4578.394043
	Iteration 58Q: 3 clusters Score -1235884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1235886.625000 Penalty: 4578.394043
	Iteration 59Q: 3 clusters Score -1235887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1235888.875000 Penalty: 4578.394043
	Iteration 60F: 3 clusters Score -1235889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1235891.000000 Penalty: 4578.394043
	Iteration 61Q: 3 clusters Score -1235891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1235893.750000 Penalty: 4578.394043
	Iteration 62Q: 3 clusters Score -1235894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1235897.250000 Penalty: 4578.394043
	Iteration 63Q: 3 clusters Score -1235897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1235900.750000 Penalty: 4578.394043
	Iteration 64Q: 3 clusters Score -1235901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1235898.125000 Penalty: 4578.394043
	Iteration 65Q: 3 clusters Score -1235898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1235897.375000 Penalty: 4578.394043
	Iteration 66Q: 3 clusters Score -1235897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1235898.375000 Penalty: 4578.394043
	Iteration 67Q: 3 clusters Score -1235898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1235898.000000 Penalty: 4578.394043
	Iteration 68Q: 3 clusters Score -1235898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1235898.000000 Penalty: 4578.394043
	Iteration 69F: 3 clusters Score -1235898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (157305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157305 members 
Entering Unmasked Estep 
Score: -20099998.000000 Penalty: 2967.553467
	Iteration 0F: 2 clusters Score -2.01e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78799 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -19999376.000000 Penalty: 5935.106934
	Iteration 0F: 3 clusters Score -1.999938e+07 nChanged 75254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82131 members 
Mstep: Class 2 contains 75174 members 
Entering Unmasked Estep 
Score: -20042982.000000 Penalty: 5935.106934
	Iteration 1F: 3 clusters Score -2.004298e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84045 members 
Mstep: Class 2 contains 73260 members 
Entering Unmasked Estep 
Score: -20043942.000000 Penalty: 5935.106934
	Iteration 2Q: 3 clusters Score -2.004394e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86822 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -20045066.000000 Penalty: 5935.106934
	Iteration 3Q: 3 clusters Score -2.004507e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 66470 members 
Entering Unmasked Estep 
Score: -20046968.000000 Penalty: 5935.106934
	Iteration 4Q: 3 clusters Score -2.004697e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96691 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -20049804.000000 Penalty: 5935.106934
	Iteration 5Q: 3 clusters Score -2.00498e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104774 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -20054828.000000 Penalty: 5935.106934
	Iteration 6F: 3 clusters Score -2.005483e+07 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115001 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -20062276.000000 Penalty: 5935.106934
	Iteration 7F: 3 clusters Score -2.006228e+07 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126181 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -20071562.000000 Penalty: 5935.106934
	Iteration 8F: 3 clusters Score -2.007156e+07 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136163 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -20081006.000000 Penalty: 5935.106934
	Iteration 9F: 3 clusters Score -2.008101e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143543 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -20087388.000000 Penalty: 5935.106934
	Iteration 10Q: 3 clusters Score -2.008739e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147982 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -20091328.000000 Penalty: 5935.106934
	Iteration 11Q: 3 clusters Score -2.009133e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150840 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -20093956.000000 Penalty: 5935.106934
	Iteration 12Q: 3 clusters Score -2.009396e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152754 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -20095384.000000 Penalty: 5935.106934
	Iteration 13Q: 3 clusters Score -2.009538e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153935 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -20096112.000000 Penalty: 5935.106934
	Iteration 14Q: 3 clusters Score -2.009611e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154719 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -20096528.000000 Penalty: 5935.106934
	Iteration 15Q: 3 clusters Score -2.009653e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155192 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -20096790.000000 Penalty: 5935.106934
	Iteration 16Q: 3 clusters Score -2.009679e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155492 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -20096940.000000 Penalty: 5935.106934
	Iteration 17Q: 3 clusters Score -2.009694e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155688 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -20097088.000000 Penalty: 5935.106934
	Iteration 18Q: 3 clusters Score -2.009709e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155824 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -20097164.000000 Penalty: 5935.106934
	Iteration 19Q: 3 clusters Score -2.009716e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155927 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -20097236.000000 Penalty: 5935.106934
	Iteration 20F: 3 clusters Score -2.009724e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156012 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -20097296.000000 Penalty: 5935.106934
	Iteration 21Q: 3 clusters Score -2.00973e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156068 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20097338.000000 Penalty: 5935.106934
	Iteration 22Q: 3 clusters Score -2.009734e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156118 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -20097372.000000 Penalty: 5935.106934
	Iteration 23Q: 3 clusters Score -2.009737e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156155 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -20097382.000000 Penalty: 5935.106934
	Iteration 24Q: 3 clusters Score -2.009738e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156180 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -20097372.000000 Penalty: 5935.106934
	Iteration 25Q: 3 clusters Score -2.009737e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156194 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -20097374.000000 Penalty: 5935.106934
	Iteration 26Q: 3 clusters Score -2.009737e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156208 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -20097430.000000 Penalty: 5935.106934
	Iteration 27Q: 3 clusters Score -2.009743e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156235 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -20097436.000000 Penalty: 5935.106934
	Iteration 28Q: 3 clusters Score -2.009744e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156257 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -20097432.000000 Penalty: 5935.106934
	Iteration 29Q: 3 clusters Score -2.009743e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -20097442.000000 Penalty: 5935.106934
	Iteration 30Q: 3 clusters Score -2.009744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156273 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -20097446.000000 Penalty: 5935.106934
	Iteration 31Q: 3 clusters Score -2.009745e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156284 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -20097458.000000 Penalty: 5935.106934
	Iteration 32Q: 3 clusters Score -2.009746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156293 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -20097466.000000 Penalty: 5935.106934
	Iteration 33Q: 3 clusters Score -2.009747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156301 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -20097478.000000 Penalty: 5935.106934
	Iteration 34Q: 3 clusters Score -2.009748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156306 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -20097488.000000 Penalty: 5935.106934
	Iteration 35Q: 3 clusters Score -2.009749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156311 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -20097498.000000 Penalty: 5935.106934
	Iteration 36Q: 3 clusters Score -2.00975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156314 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -20097508.000000 Penalty: 5935.106934
	Iteration 37Q: 3 clusters Score -2.009751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156315 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -20097492.000000 Penalty: 5935.106934
	Iteration 38Q: 3 clusters Score -2.009749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156315 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -20097502.000000 Penalty: 5935.106934
	Iteration 39Q: 3 clusters Score -2.00975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156314 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -20097506.000000 Penalty: 5935.106934
	Iteration 40F: 3 clusters Score -2.009751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156315 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -20097498.000000 Penalty: 5935.106934
	Iteration 41Q: 3 clusters Score -2.00975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156316 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -20097502.000000 Penalty: 5935.106934
	Iteration 42Q: 3 clusters Score -2.00975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156316 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -20097502.000000 Penalty: 5935.106934
	Iteration 43F: 3 clusters Score -2.00975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (165317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165317 members 
Entering Unmasked Estep 
Score: -21226588.000000 Penalty: 2979.873779
	Iteration 0F: 2 clusters Score -2.122659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82434 members 
Mstep: Class 2 contains 82883 members 
Entering Unmasked Estep 
Score: -21120868.000000 Penalty: 5959.747559
	Iteration 0F: 3 clusters Score -2.112087e+07 nChanged 79028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79628 members 
Mstep: Class 2 contains 85689 members 
Entering Unmasked Estep 
Score: -21166368.000000 Penalty: 5959.747559
	Iteration 1F: 3 clusters Score -2.116637e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77906 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -21167400.000000 Penalty: 5959.747559
	Iteration 2Q: 3 clusters Score -2.11674e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75234 members 
Mstep: Class 2 contains 90083 members 
Entering Unmasked Estep 
Score: -21168646.000000 Penalty: 5959.747559
	Iteration 3Q: 3 clusters Score -2.116865e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71187 members 
Mstep: Class 2 contains 94130 members 
Entering Unmasked Estep 
Score: -21170626.000000 Penalty: 5959.747559
	Iteration 4Q: 3 clusters Score -2.117063e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65056 members 
Mstep: Class 2 contains 100261 members 
Entering Unmasked Estep 
Score: -21173892.000000 Penalty: 5959.747559
	Iteration 5Q: 3 clusters Score -2.117389e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 108838 members 
Entering Unmasked Estep 
Score: -21179172.000000 Penalty: 5959.747559
	Iteration 6F: 3 clusters Score -2.117917e+07 nChanged 11422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 120136 members 
Entering Unmasked Estep 
Score: -21187614.000000 Penalty: 5959.747559
	Iteration 7F: 3 clusters Score -2.118761e+07 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 133227 members 
Entering Unmasked Estep 
Score: -21198706.000000 Penalty: 5959.747559
	Iteration 8F: 3 clusters Score -2.119871e+07 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 145463 members 
Entering Unmasked Estep 
Score: -21209890.000000 Penalty: 5959.747559
	Iteration 9F: 3 clusters Score -2.120989e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 154696 members 
Entering Unmasked Estep 
Score: -21217322.000000 Penalty: 5959.747559
	Iteration 10F: 3 clusters Score -2.121732e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 160118 members 
Entering Unmasked Estep 
Score: -21220958.000000 Penalty: 5959.747559
	Iteration 11Q: 3 clusters Score -2.122096e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 162846 members 
Entering Unmasked Estep 
Score: -21222544.000000 Penalty: 5959.747559
	Iteration 12Q: 3 clusters Score -2.122254e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 164027 members 
Entering Unmasked Estep 
Score: -21223250.000000 Penalty: 5959.747559
	Iteration 13Q: 3 clusters Score -2.122325e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 164528 members 
Entering Unmasked Estep 
Score: -21223666.000000 Penalty: 5959.747559
	Iteration 14Q: 3 clusters Score -2.122367e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 164737 members 
Entering Unmasked Estep 
Score: -21223818.000000 Penalty: 5959.747559
	Iteration 15Q: 3 clusters Score -2.122382e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 164838 members 
Entering Unmasked Estep 
Score: -21223896.000000 Penalty: 5959.747559
	Iteration 16Q: 3 clusters Score -2.12239e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 164903 members 
Entering Unmasked Estep 
Score: -21223940.000000 Penalty: 5959.747559
	Iteration 17Q: 3 clusters Score -2.122394e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 164939 members 
Entering Unmasked Estep 
Score: -21223942.000000 Penalty: 5959.747559
	Iteration 18Q: 3 clusters Score -2.122394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 164958 members 
Entering Unmasked Estep 
Score: -21223980.000000 Penalty: 5959.747559
	Iteration 19Q: 3 clusters Score -2.122398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 164978 members 
Entering Unmasked Estep 
Score: -21224000.000000 Penalty: 5959.747559
	Iteration 20F: 3 clusters Score -2.1224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 164986 members 
Entering Unmasked Estep 
Score: -21224000.000000 Penalty: 5959.747559
	Iteration 21Q: 3 clusters Score -2.1224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 164994 members 
Entering Unmasked Estep 
Score: -21224018.000000 Penalty: 5959.747559
	Iteration 22Q: 3 clusters Score -2.122402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 164994 members 
Entering Unmasked Estep 
Score: -21224022.000000 Penalty: 5959.747559
	Iteration 23Q: 3 clusters Score -2.122402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 164995 members 
Entering Unmasked Estep 
Score: -21224024.000000 Penalty: 5959.747559
	Iteration 24Q: 3 clusters Score -2.122402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 164998 members 
Entering Unmasked Estep 
Score: -21224012.000000 Penalty: 5959.747559
	Iteration 25Q: 3 clusters Score -2.122401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 164999 members 
Entering Unmasked Estep 
Score: -21224016.000000 Penalty: 5959.747559
	Iteration 26Q: 3 clusters Score -2.122402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 165001 members 
Entering Unmasked Estep 
Score: -21224010.000000 Penalty: 5959.747559
	Iteration 27Q: 3 clusters Score -2.122401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
Score: -21224006.000000 Penalty: 5959.747559
	Iteration 28Q: 3 clusters Score -2.122401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 165004 members 
Entering Unmasked Estep 
Score: -21224014.000000 Penalty: 5959.747559
	Iteration 29Q: 3 clusters Score -2.122401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
Score: -21224014.000000 Penalty: 5959.747559
	Iteration 30Q: 3 clusters Score -2.122401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 165002 members 
Entering Unmasked Estep 
Score: -21224020.000000 Penalty: 5959.747559
	Iteration 31Q: 3 clusters Score -2.122402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 165002 members 
Entering Unmasked Estep 
Score: -21224020.000000 Penalty: 5959.747559
	Iteration 32F: 3 clusters Score -2.122402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -82844.085938 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -82844.09 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 418 members 
Entering Unmasked Estep 
Score: -81190.367188 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -81190.37 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82101.007812 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -82101.01 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -83114.937500 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -83114.94 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -83763.554688 Penalty: 3328.419434
	Iteration 3F: 3 clusters Score -83763.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84064.914062 Penalty: 3328.419434
	Iteration 4Q: 3 clusters Score -84064.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -84249.984375 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -84249.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -84305.640625 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -84305.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -84343.445312 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -84343.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -84358.257812 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -84358.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84366.039062 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -84366.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -84376.570312 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -84376.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84383.828125 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -84383.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -84386.835938 Penalty: 3328.419434
	Iteration 12Q: 3 clusters Score -84386.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84405.664062 Penalty: 3328.419434
	Iteration 13Q: 3 clusters Score -84405.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -84417.257812 Penalty: 3328.419434
	Iteration 14Q: 3 clusters Score -84417.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84422.828125 Penalty: 3328.419434
	Iteration 15Q: 3 clusters Score -84422.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84422.828125 Penalty: 3328.419434
	Iteration 16F: 3 clusters Score -84422.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76349 members 
Mstep: Class 3 contains 78256 members 
Mstep: Class 4 contains 139435 members 
Mstep: Class 5 contains 153491 members 
Mstep: Class 6 contains 78203 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 148911 members 
Mstep: Class 9 contains 24440 members 
Mstep: Class 10 contains 10205 members 
Mstep: Class 11 contains 157305 members 
Mstep: Class 12 contains 165317 members 
Mstep: Class 13 contains 507 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 163924 members 
Mstep: Class 16 contains 78795 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 8039 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
Score: -161324368.000000 Penalty: 73281.218750
Splitting cluster 13 changes total score from -161324816.000000 to -161324368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -138128.453125 Penalty: 1759.986816
	Iteration 0F: 2 clusters Score -138128.5 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 596 members 
Entering Unmasked Estep 
Score: -136157.906250 Penalty: 3519.973633
	Iteration 0F: 3 clusters Score -136157.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -136607.718750 Penalty: 3519.973633
	Iteration 1F: 3 clusters Score -136607.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -136826.187500 Penalty: 3519.973633
	Iteration 2F: 3 clusters Score -136826.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -136988.140625 Penalty: 3519.973633
	Iteration 3F: 3 clusters Score -136988.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -137077.234375 Penalty: 3519.973633
	Iteration 4Q: 3 clusters Score -137077.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -137136.734375 Penalty: 3519.973633
	Iteration 5Q: 3 clusters Score -137136.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -137179.968750 Penalty: 3519.973633
	Iteration 6Q: 3 clusters Score -137180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -137212.484375 Penalty: 3519.973633
	Iteration 7Q: 3 clusters Score -137212.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -137239.125000 Penalty: 3519.973633
	Iteration 8Q: 3 clusters Score -137239.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -137275.375000 Penalty: 3519.973633
	Iteration 9Q: 3 clusters Score -137275.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -137305.593750 Penalty: 3519.973633
	Iteration 10Q: 3 clusters Score -137305.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -137346.578125 Penalty: 3519.973633
	Iteration 11Q: 3 clusters Score -137346.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -137378.890625 Penalty: 3519.973633
	Iteration 12Q: 3 clusters Score -137378.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -137423.328125 Penalty: 3519.973633
	Iteration 13Q: 3 clusters Score -137423.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -137498.187500 Penalty: 3519.973633
	Iteration 14Q: 3 clusters Score -137498.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -137555.109375 Penalty: 3519.973633
	Iteration 15Q: 3 clusters Score -137555.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -137590.312500 Penalty: 3519.973633
	Iteration 16Q: 3 clusters Score -137590.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -137601.203125 Penalty: 3519.973633
	Iteration 17Q: 3 clusters Score -137601.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137604.187500 Penalty: 3519.973633
	Iteration 18Q: 3 clusters Score -137604.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137630.218750 Penalty: 3519.973633
	Iteration 19F: 3 clusters Score -137630.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137724.781250 Penalty: 3519.973633
	Iteration 20F: 3 clusters Score -137724.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -137835.890625 Penalty: 3519.973633
	Iteration 21Q: 3 clusters Score -137835.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -137863.625000 Penalty: 3519.973633
	Iteration 22Q: 3 clusters Score -137863.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -137880.296875 Penalty: 3519.973633
	Iteration 23Q: 3 clusters Score -137880.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137883.796875 Penalty: 3519.973633
	Iteration 24Q: 3 clusters Score -137883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137883.796875 Penalty: 3519.973633
	Iteration 25F: 3 clusters Score -137883.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (163924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163924 members 
Entering Unmasked Estep 
Score: -20835448.000000 Penalty: 2977.775146
	Iteration 0F: 2 clusters Score -2.083545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82089 members 
Mstep: Class 2 contains 81835 members 
Entering Unmasked Estep 
Score: -20726980.000000 Penalty: 5955.550293
	Iteration 0F: 3 clusters Score -2.072698e+07 nChanged 78518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84295 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -20772342.000000 Penalty: 5955.550293
	Iteration 1F: 3 clusters Score -2.077234e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85925 members 
Mstep: Class 2 contains 77999 members 
Entering Unmasked Estep 
Score: -20773432.000000 Penalty: 5955.550293
	Iteration 2Q: 3 clusters Score -2.077343e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88485 members 
Mstep: Class 2 contains 75439 members 
Entering Unmasked Estep 
Score: -20774966.000000 Penalty: 5955.550293
	Iteration 3Q: 3 clusters Score -2.077497e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92470 members 
Mstep: Class 2 contains 71454 members 
Entering Unmasked Estep 
Score: -20777524.000000 Penalty: 5955.550293
	Iteration 4Q: 3 clusters Score -2.077752e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98516 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -20782408.000000 Penalty: 5955.550293
	Iteration 5F: 3 clusters Score -2.078241e+07 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107146 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -20790476.000000 Penalty: 5955.550293
	Iteration 6F: 3 clusters Score -2.079048e+07 nChanged 13734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117988 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -20802612.000000 Penalty: 5955.550293
	Iteration 7F: 3 clusters Score -2.080261e+07 nChanged 13000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128190 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -20816242.000000 Penalty: 5955.550293
	Iteration 8F: 3 clusters Score -2.081624e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134497 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -20826010.000000 Penalty: 5955.550293
	Iteration 9F: 3 clusters Score -2.082601e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137451 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -20829424.000000 Penalty: 5955.550293
	Iteration 10Q: 3 clusters Score -2.082942e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139483 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -20830546.000000 Penalty: 5955.550293
	Iteration 11Q: 3 clusters Score -2.083055e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141211 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -20831224.000000 Penalty: 5955.550293
	Iteration 12Q: 3 clusters Score -2.083122e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142723 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -20831748.000000 Penalty: 5955.550293
	Iteration 13Q: 3 clusters Score -2.083175e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144081 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -20832176.000000 Penalty: 5955.550293
	Iteration 14Q: 3 clusters Score -2.083218e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145361 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -20832442.000000 Penalty: 5955.550293
	Iteration 15Q: 3 clusters Score -2.083244e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146544 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -20832810.000000 Penalty: 5955.550293
	Iteration 16Q: 3 clusters Score -2.083281e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147691 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -20833180.000000 Penalty: 5955.550293
	Iteration 17Q: 3 clusters Score -2.083318e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148748 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -20833368.000000 Penalty: 5955.550293
	Iteration 18Q: 3 clusters Score -2.083337e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149725 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -20833582.000000 Penalty: 5955.550293
	Iteration 19Q: 3 clusters Score -2.083358e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150660 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -20833842.000000 Penalty: 5955.550293
	Iteration 20F: 3 clusters Score -2.083384e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151538 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -20834088.000000 Penalty: 5955.550293
	Iteration 21Q: 3 clusters Score -2.083409e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152351 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -20834270.000000 Penalty: 5955.550293
	Iteration 22Q: 3 clusters Score -2.083427e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153107 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -20834370.000000 Penalty: 5955.550293
	Iteration 23Q: 3 clusters Score -2.083437e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153764 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -20834518.000000 Penalty: 5955.550293
	Iteration 24Q: 3 clusters Score -2.083452e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154370 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -20834638.000000 Penalty: 5955.550293
	Iteration 25Q: 3 clusters Score -2.083464e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154901 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -20834714.000000 Penalty: 5955.550293
	Iteration 26Q: 3 clusters Score -2.083471e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155393 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -20834768.000000 Penalty: 5955.550293
	Iteration 27Q: 3 clusters Score -2.083477e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155831 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -20834708.000000 Penalty: 5955.550293
	Iteration 28Q: 3 clusters Score -2.083471e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156228 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -20834690.000000 Penalty: 5955.550293
	Iteration 29Q: 3 clusters Score -2.083469e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156596 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -20834768.000000 Penalty: 5955.550293
	Iteration 30Q: 3 clusters Score -2.083477e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156915 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -20834820.000000 Penalty: 5955.550293
	Iteration 31Q: 3 clusters Score -2.083482e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157212 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -20834840.000000 Penalty: 5955.550293
	Iteration 32Q: 3 clusters Score -2.083484e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157498 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -20834798.000000 Penalty: 5955.550293
	Iteration 33Q: 3 clusters Score -2.08348e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157732 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -20834824.000000 Penalty: 5955.550293
	Iteration 34Q: 3 clusters Score -2.083482e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157939 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -20834768.000000 Penalty: 5955.550293
	Iteration 35Q: 3 clusters Score -2.083477e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158134 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -20834752.000000 Penalty: 5955.550293
	Iteration 36Q: 3 clusters Score -2.083475e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158294 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -20834804.000000 Penalty: 5955.550293
	Iteration 37Q: 3 clusters Score -2.08348e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158431 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -20834798.000000 Penalty: 5955.550293
	Iteration 38Q: 3 clusters Score -2.08348e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158565 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -20834792.000000 Penalty: 5955.550293
	Iteration 39Q: 3 clusters Score -2.083479e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158671 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -20834772.000000 Penalty: 5955.550293
	Iteration 40F: 3 clusters Score -2.083477e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158752 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -20834720.000000 Penalty: 5955.550293
	Iteration 41Q: 3 clusters Score -2.083472e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158830 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -20834746.000000 Penalty: 5955.550293
	Iteration 42Q: 3 clusters Score -2.083475e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158921 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -20834738.000000 Penalty: 5955.550293
	Iteration 43Q: 3 clusters Score -2.083474e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159013 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -20834734.000000 Penalty: 5955.550293
	Iteration 44Q: 3 clusters Score -2.083473e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159090 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -20834764.000000 Penalty: 5955.550293
	Iteration 45Q: 3 clusters Score -2.083476e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159159 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -20834744.000000 Penalty: 5955.550293
	Iteration 46Q: 3 clusters Score -2.083474e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159242 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -20834744.000000 Penalty: 5955.550293
	Iteration 47Q: 3 clusters Score -2.083474e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159321 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -20834754.000000 Penalty: 5955.550293
	Iteration 48Q: 3 clusters Score -2.083475e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159395 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -20834776.000000 Penalty: 5955.550293
	Iteration 49Q: 3 clusters Score -2.083478e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159471 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -20834740.000000 Penalty: 5955.550293
	Iteration 50Q: 3 clusters Score -2.083474e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159541 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -20834738.000000 Penalty: 5955.550293
	Iteration 51Q: 3 clusters Score -2.083474e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159607 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -20834720.000000 Penalty: 5955.550293
	Iteration 52Q: 3 clusters Score -2.083472e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159671 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -20834734.000000 Penalty: 5955.550293
	Iteration 53Q: 3 clusters Score -2.083473e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159721 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -20834728.000000 Penalty: 5955.550293
	Iteration 54Q: 3 clusters Score -2.083473e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159770 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -20834730.000000 Penalty: 5955.550293
	Iteration 55Q: 3 clusters Score -2.083473e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -20834732.000000 Penalty: 5955.550293
	Iteration 56Q: 3 clusters Score -2.083473e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159852 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -20834708.000000 Penalty: 5955.550293
	Iteration 57Q: 3 clusters Score -2.083471e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159892 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -20834718.000000 Penalty: 5955.550293
	Iteration 58Q: 3 clusters Score -2.083472e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159930 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -20834746.000000 Penalty: 5955.550293
	Iteration 59Q: 3 clusters Score -2.083475e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159959 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -20834730.000000 Penalty: 5955.550293
	Iteration 60F: 3 clusters Score -2.083473e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159995 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -20834702.000000 Penalty: 5955.550293
	Iteration 61Q: 3 clusters Score -2.08347e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160039 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -20834702.000000 Penalty: 5955.550293
	Iteration 62Q: 3 clusters Score -2.08347e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160086 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -20834656.000000 Penalty: 5955.550293
	Iteration 63Q: 3 clusters Score -2.083466e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160128 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -20834670.000000 Penalty: 5955.550293
	Iteration 64Q: 3 clusters Score -2.083467e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160175 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -20834654.000000 Penalty: 5955.550293
	Iteration 65Q: 3 clusters Score -2.083465e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160207 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -20834654.000000 Penalty: 5955.550293
	Iteration 66Q: 3 clusters Score -2.083465e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160235 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -20834650.000000 Penalty: 5955.550293
	Iteration 67Q: 3 clusters Score -2.083465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160254 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -20834626.000000 Penalty: 5955.550293
	Iteration 68Q: 3 clusters Score -2.083463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160269 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -20834620.000000 Penalty: 5955.550293
	Iteration 69Q: 3 clusters Score -2.083462e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160288 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -20834616.000000 Penalty: 5955.550293
	Iteration 70Q: 3 clusters Score -2.083462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160306 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -20834606.000000 Penalty: 5955.550293
	Iteration 71Q: 3 clusters Score -2.083461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160321 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -20834628.000000 Penalty: 5955.550293
	Iteration 72Q: 3 clusters Score -2.083463e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160341 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -20834622.000000 Penalty: 5955.550293
	Iteration 73Q: 3 clusters Score -2.083462e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160360 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -20834610.000000 Penalty: 5955.550293
	Iteration 74Q: 3 clusters Score -2.083461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160375 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -20834624.000000 Penalty: 5955.550293
	Iteration 75Q: 3 clusters Score -2.083462e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160391 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -20834610.000000 Penalty: 5955.550293
	Iteration 76Q: 3 clusters Score -2.083461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160404 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -20834602.000000 Penalty: 5955.550293
	Iteration 77Q: 3 clusters Score -2.08346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160422 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -20834600.000000 Penalty: 5955.550293
	Iteration 78Q: 3 clusters Score -2.08346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160431 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -20834616.000000 Penalty: 5955.550293
	Iteration 79Q: 3 clusters Score -2.083462e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160444 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -20834608.000000 Penalty: 5955.550293
	Iteration 80F: 3 clusters Score -2.083461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160451 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -20834634.000000 Penalty: 5955.550293
	Iteration 81Q: 3 clusters Score -2.083463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160458 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -20834644.000000 Penalty: 5955.550293
	Iteration 82Q: 3 clusters Score -2.083464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160464 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -20834650.000000 Penalty: 5955.550293
	Iteration 83Q: 3 clusters Score -2.083465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160468 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -20834638.000000 Penalty: 5955.550293
	Iteration 84Q: 3 clusters Score -2.083464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160472 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -20834614.000000 Penalty: 5955.550293
	Iteration 85Q: 3 clusters Score -2.083461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160476 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -20834628.000000 Penalty: 5955.550293
	Iteration 86Q: 3 clusters Score -2.083463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160484 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -20834616.000000 Penalty: 5955.550293
	Iteration 87Q: 3 clusters Score -2.083462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160491 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -20834624.000000 Penalty: 5955.550293
	Iteration 88Q: 3 clusters Score -2.083462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160495 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -20834630.000000 Penalty: 5955.550293
	Iteration 89Q: 3 clusters Score -2.083463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160499 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -20834622.000000 Penalty: 5955.550293
	Iteration 90Q: 3 clusters Score -2.083462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160503 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -20834630.000000 Penalty: 5955.550293
	Iteration 91Q: 3 clusters Score -2.083463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160507 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -20834626.000000 Penalty: 5955.550293
	Iteration 92Q: 3 clusters Score -2.083463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160513 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -20834614.000000 Penalty: 5955.550293
	Iteration 93Q: 3 clusters Score -2.083461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160520 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -20834624.000000 Penalty: 5955.550293
	Iteration 94Q: 3 clusters Score -2.083462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160525 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -20834620.000000 Penalty: 5955.550293
	Iteration 95Q: 3 clusters Score -2.083462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160527 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -20834638.000000 Penalty: 5955.550293
	Iteration 96Q: 3 clusters Score -2.083464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160530 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -20834646.000000 Penalty: 5955.550293
	Iteration 97Q: 3 clusters Score -2.083465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160533 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -20834634.000000 Penalty: 5955.550293
	Iteration 98Q: 3 clusters Score -2.083463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160535 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -20834620.000000 Penalty: 5955.550293
	Iteration 99Q: 3 clusters Score -2.083462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160536 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -20834620.000000 Penalty: 5955.550293
	Iteration 100F: 3 clusters Score -2.083462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160537 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -20834624.000000 Penalty: 5955.550293
	Iteration 101Q: 3 clusters Score -2.083462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160538 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -20834632.000000 Penalty: 5955.550293
	Iteration 102Q: 3 clusters Score -2.083463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160540 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -20834640.000000 Penalty: 5955.550293
	Iteration 103Q: 3 clusters Score -2.083464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160545 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -20834628.000000 Penalty: 5955.550293
	Iteration 104Q: 3 clusters Score -2.083463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160551 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -20834620.000000 Penalty: 5955.550293
	Iteration 105Q: 3 clusters Score -2.083462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160555 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -20834618.000000 Penalty: 5955.550293
	Iteration 106Q: 3 clusters Score -2.083462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160558 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -20834622.000000 Penalty: 5955.550293
	Iteration 107Q: 3 clusters Score -2.083462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160561 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -20834620.000000 Penalty: 5955.550293
	Iteration 108Q: 3 clusters Score -2.083462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160567 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -20834624.000000 Penalty: 5955.550293
	Iteration 109Q: 3 clusters Score -2.083462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160571 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -20834630.000000 Penalty: 5955.550293
	Iteration 110Q: 3 clusters Score -2.083463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160573 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -20834628.000000 Penalty: 5955.550293
	Iteration 111Q: 3 clusters Score -2.083463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160574 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -20834630.000000 Penalty: 5955.550293
	Iteration 112Q: 3 clusters Score -2.083463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160576 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -20834622.000000 Penalty: 5955.550293
	Iteration 113Q: 3 clusters Score -2.083462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160576 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -20834622.000000 Penalty: 5955.550293
	Iteration 114F: 3 clusters Score -2.083462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (78795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78795 members 
Entering Unmasked Estep 
Score: -9985609.000000 Penalty: 2796.102051
	Iteration 0F: 2 clusters Score -9985609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -9932797.000000 Penalty: 5592.204102
	Iteration 0F: 3 clusters Score -9932797 nChanged 36917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -9953754.000000 Penalty: 5592.204102
	Iteration 1F: 3 clusters Score -9953754 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -9954438.000000 Penalty: 5592.204102
	Iteration 2Q: 3 clusters Score -9954438 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -9955489.000000 Penalty: 5592.204102
	Iteration 3Q: 3 clusters Score -9955489 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -9956997.000000 Penalty: 5592.204102
	Iteration 4Q: 3 clusters Score -9956997 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -9958838.000000 Penalty: 5592.204102
	Iteration 5Q: 3 clusters Score -9958838 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -9961068.000000 Penalty: 5592.204102
	Iteration 6F: 3 clusters Score -9961068 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -9963842.000000 Penalty: 5592.204102
	Iteration 7F: 3 clusters Score -9963842 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -9967540.000000 Penalty: 5592.204102
	Iteration 8F: 3 clusters Score -9967540 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -9971306.000000 Penalty: 5592.204102
	Iteration 9F: 3 clusters Score -9971306 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -9974793.000000 Penalty: 5592.204102
	Iteration 10F: 3 clusters Score -9974793 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 66294 members 
Entering Unmasked Estep 
Score: -9977623.000000 Penalty: 5592.204102
	Iteration 11Q: 3 clusters Score -9977623 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -9980193.000000 Penalty: 5592.204102
	Iteration 12Q: 3 clusters Score -9980193 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -9982770.000000 Penalty: 5592.204102
	Iteration 13Q: 3 clusters Score -9982770 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
Score: -9984186.000000 Penalty: 5592.204102
	Iteration 14Q: 3 clusters Score -9984186 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 72770 members 
Entering Unmasked Estep 
Score: -9984575.000000 Penalty: 5592.204102
	Iteration 15Q: 3 clusters Score -9984575 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 73252 members 
Entering Unmasked Estep 
Score: -9984806.000000 Penalty: 5592.204102
	Iteration 16Q: 3 clusters Score -9984806 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 73618 members 
Entering Unmasked Estep 
Score: -9984923.000000 Penalty: 5592.204102
	Iteration 17Q: 3 clusters Score -9984923 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -9985015.000000 Penalty: 5592.204102
	Iteration 18Q: 3 clusters Score -9985015 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
Score: -9985094.000000 Penalty: 5592.204102
	Iteration 19Q: 3 clusters Score -9985094 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 74291 members 
Entering Unmasked Estep 
Score: -9985095.000000 Penalty: 5592.204102
	Iteration 20F: 3 clusters Score -9985095 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -9985134.000000 Penalty: 5592.204102
	Iteration 21Q: 3 clusters Score -9985134 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 74535 members 
Entering Unmasked Estep 
Score: -9985158.000000 Penalty: 5592.204102
	Iteration 22Q: 3 clusters Score -9985158 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -9985169.000000 Penalty: 5592.204102
	Iteration 23Q: 3 clusters Score -9985169 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 74709 members 
Entering Unmasked Estep 
Score: -9985176.000000 Penalty: 5592.204102
	Iteration 24Q: 3 clusters Score -9985176 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -9985187.000000 Penalty: 5592.204102
	Iteration 25Q: 3 clusters Score -9985187 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 74823 members 
Entering Unmasked Estep 
Score: -9985183.000000 Penalty: 5592.204102
	Iteration 26Q: 3 clusters Score -9985183 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 74863 members 
Entering Unmasked Estep 
Score: -9985181.000000 Penalty: 5592.204102
	Iteration 27Q: 3 clusters Score -9985181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 74904 members 
Entering Unmasked Estep 
Score: -9985196.000000 Penalty: 5592.204102
	Iteration 28Q: 3 clusters Score -9985196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 74941 members 
Entering Unmasked Estep 
Score: -9985205.000000 Penalty: 5592.204102
	Iteration 29Q: 3 clusters Score -9985205 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 74972 members 
Entering Unmasked Estep 
Score: -9985214.000000 Penalty: 5592.204102
	Iteration 30Q: 3 clusters Score -9985214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -9985208.000000 Penalty: 5592.204102
	Iteration 31Q: 3 clusters Score -9985208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 75015 members 
Entering Unmasked Estep 
Score: -9985216.000000 Penalty: 5592.204102
	Iteration 32Q: 3 clusters Score -9985216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -9985223.000000 Penalty: 5592.204102
	Iteration 33Q: 3 clusters Score -9985223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 75054 members 
Entering Unmasked Estep 
Score: -9985223.000000 Penalty: 5592.204102
	Iteration 34Q: 3 clusters Score -9985223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 75068 members 
Entering Unmasked Estep 
Score: -9985223.000000 Penalty: 5592.204102
	Iteration 35Q: 3 clusters Score -9985223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
Score: -9985224.000000 Penalty: 5592.204102
	Iteration 36Q: 3 clusters Score -9985224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 75101 members 
Entering Unmasked Estep 
Score: -9985236.000000 Penalty: 5592.204102
	Iteration 37Q: 3 clusters Score -9985236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 75110 members 
Entering Unmasked Estep 
Score: -9985240.000000 Penalty: 5592.204102
	Iteration 38Q: 3 clusters Score -9985240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 75120 members 
Entering Unmasked Estep 
Score: -9985231.000000 Penalty: 5592.204102
	Iteration 39Q: 3 clusters Score -9985231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -9985229.000000 Penalty: 5592.204102
	Iteration 40F: 3 clusters Score -9985229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 75138 members 
Entering Unmasked Estep 
Score: -9985235.000000 Penalty: 5592.204102
	Iteration 41Q: 3 clusters Score -9985235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -9985233.000000 Penalty: 5592.204102
	Iteration 42Q: 3 clusters Score -9985233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 75154 members 
Entering Unmasked Estep 
Score: -9985235.000000 Penalty: 5592.204102
	Iteration 43Q: 3 clusters Score -9985235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -9985229.000000 Penalty: 5592.204102
	Iteration 44Q: 3 clusters Score -9985229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -9985242.000000 Penalty: 5592.204102
	Iteration 45Q: 3 clusters Score -9985242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 75160 members 
Entering Unmasked Estep 
Score: -9985239.000000 Penalty: 5592.204102
	Iteration 46Q: 3 clusters Score -9985239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -9985240.000000 Penalty: 5592.204102
	Iteration 47Q: 3 clusters Score -9985240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -9985238.000000 Penalty: 5592.204102
	Iteration 48Q: 3 clusters Score -9985238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -9985238.000000 Penalty: 5592.204102
	Iteration 49F: 3 clusters Score -9985238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -81088.343750 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -81088.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -79373.578125 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -79373.58 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -79929.765625 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -79929.77 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -80366.632812 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -80366.63 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -80712.250000 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -80712.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -80938.945312 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -80938.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81048.164062 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -81048.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -81092.304688 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -81092.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81175.976562 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -81175.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81211.093750 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -81211.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81224.617188 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -81224.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81224.617188 Penalty: 3312.457520
	Iteration 10F: 3 clusters Score -81224.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76349 members 
Mstep: Class 3 contains 78256 members 
Mstep: Class 4 contains 139435 members 
Mstep: Class 5 contains 153491 members 
Mstep: Class 6 contains 78203 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 148911 members 
Mstep: Class 9 contains 24440 members 
Mstep: Class 10 contains 10205 members 
Mstep: Class 11 contains 157305 members 
Mstep: Class 12 contains 165317 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 163924 members 
Mstep: Class 16 contains 78795 members 
Mstep: Class 17 contains 479 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 8039 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
Score: -161323184.000000 Penalty: 73281.218750
Splitting cluster 17 changes total score from -161324816.000000 to -161323184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Entering Unmasked Estep 
Score: -253873.000000 Penalty: 1890.420654
	Iteration 0F: 2 clusters Score -253873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -251244.796875 Penalty: 3780.841309
	Iteration 0F: 3 clusters Score -251244.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -251742.703125 Penalty: 3780.841309
	Iteration 1F: 3 clusters Score -251742.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -251860.625000 Penalty: 3780.841309
	Iteration 2F: 3 clusters Score -251860.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -251938.484375 Penalty: 3780.841309
	Iteration 3Q: 3 clusters Score -251938.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -251994.328125 Penalty: 3780.841309
	Iteration 4Q: 3 clusters Score -251994.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -252040.718750 Penalty: 3780.841309
	Iteration 5Q: 3 clusters Score -252040.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -252078.703125 Penalty: 3780.841309
	Iteration 6Q: 3 clusters Score -252078.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -252107.531250 Penalty: 3780.841309
	Iteration 7Q: 3 clusters Score -252107.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -252135.218750 Penalty: 3780.841309
	Iteration 8Q: 3 clusters Score -252135.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -252161.875000 Penalty: 3780.841309
	Iteration 9Q: 3 clusters Score -252161.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -252184.984375 Penalty: 3780.841309
	Iteration 10Q: 3 clusters Score -252185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -252203.218750 Penalty: 3780.841309
	Iteration 11Q: 3 clusters Score -252203.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -252208.125000 Penalty: 3780.841309
	Iteration 12Q: 3 clusters Score -252208.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -252215.218750 Penalty: 3780.841309
	Iteration 13Q: 3 clusters Score -252215.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -252223.125000 Penalty: 3780.841309
	Iteration 14Q: 3 clusters Score -252223.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -252229.921875 Penalty: 3780.841309
	Iteration 15Q: 3 clusters Score -252229.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -252232.515625 Penalty: 3780.841309
	Iteration 16Q: 3 clusters Score -252232.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -252234.812500 Penalty: 3780.841309
	Iteration 17Q: 3 clusters Score -252234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -252236.546875 Penalty: 3780.841309
	Iteration 18Q: 3 clusters Score -252236.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -252239.109375 Penalty: 3780.841309
	Iteration 19Q: 3 clusters Score -252239.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -252241.765625 Penalty: 3780.841309
	Iteration 20F: 3 clusters Score -252241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -252243.312500 Penalty: 3780.841309
	Iteration 21Q: 3 clusters Score -252243.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -252244.093750 Penalty: 3780.841309
	Iteration 22Q: 3 clusters Score -252244.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -252244.093750 Penalty: 3780.841309
	Iteration 23F: 3 clusters Score -252244.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Entering Unmasked Estep 
Score: -971460.250000 Penalty: 2230.030762
	Iteration 0F: 2 clusters Score -971460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -965043.375000 Penalty: 4460.061523
	Iteration 0F: 3 clusters Score -965043.4 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -966818.437500 Penalty: 4460.061523
	Iteration 1F: 3 clusters Score -966818.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -967203.125000 Penalty: 4460.061523
	Iteration 2F: 3 clusters Score -967203.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -967612.812500 Penalty: 4460.061523
	Iteration 3F: 3 clusters Score -967612.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -968104.375000 Penalty: 4460.061523
	Iteration 4F: 3 clusters Score -968104.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -968675.062500 Penalty: 4460.061523
	Iteration 5F: 3 clusters Score -968675.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -969142.375000 Penalty: 4460.061523
	Iteration 6F: 3 clusters Score -969142.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -969438.875000 Penalty: 4460.061523
	Iteration 7F: 3 clusters Score -969438.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -969643.687500 Penalty: 4460.061523
	Iteration 8Q: 3 clusters Score -969643.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -969803.687500 Penalty: 4460.061523
	Iteration 9Q: 3 clusters Score -969803.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -969906.625000 Penalty: 4460.061523
	Iteration 10Q: 3 clusters Score -969906.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -969974.312500 Penalty: 4460.061523
	Iteration 11Q: 3 clusters Score -969974.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -970019.187500 Penalty: 4460.061523
	Iteration 12Q: 3 clusters Score -970019.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -970048.625000 Penalty: 4460.061523
	Iteration 13Q: 3 clusters Score -970048.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -970073.000000 Penalty: 4460.061523
	Iteration 14Q: 3 clusters Score -970073 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -970094.187500 Penalty: 4460.061523
	Iteration 15Q: 3 clusters Score -970094.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -970106.687500 Penalty: 4460.061523
	Iteration 16Q: 3 clusters Score -970106.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -970115.625000 Penalty: 4460.061523
	Iteration 17Q: 3 clusters Score -970115.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -970125.312500 Penalty: 4460.061523
	Iteration 18Q: 3 clusters Score -970125.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -970131.812500 Penalty: 4460.061523
	Iteration 19Q: 3 clusters Score -970131.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -970137.687500 Penalty: 4460.061523
	Iteration 20F: 3 clusters Score -970137.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -970143.437500 Penalty: 4460.061523
	Iteration 21Q: 3 clusters Score -970143.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -970150.000000 Penalty: 4460.061523
	Iteration 22Q: 3 clusters Score -970150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -970159.250000 Penalty: 4460.061523
	Iteration 23Q: 3 clusters Score -970159.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -970168.625000 Penalty: 4460.061523
	Iteration 24Q: 3 clusters Score -970168.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -970175.562500 Penalty: 4460.061523
	Iteration 25Q: 3 clusters Score -970175.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -970182.125000 Penalty: 4460.061523
	Iteration 26Q: 3 clusters Score -970182.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -970187.562500 Penalty: 4460.061523
	Iteration 27Q: 3 clusters Score -970187.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -970190.062500 Penalty: 4460.061523
	Iteration 28Q: 3 clusters Score -970190.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -970194.437500 Penalty: 4460.061523
	Iteration 29Q: 3 clusters Score -970194.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -970197.812500 Penalty: 4460.061523
	Iteration 30Q: 3 clusters Score -970197.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -970202.062500 Penalty: 4460.061523
	Iteration 31Q: 3 clusters Score -970202.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -970206.750000 Penalty: 4460.061523
	Iteration 32Q: 3 clusters Score -970206.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -970209.062500 Penalty: 4460.061523
	Iteration 33Q: 3 clusters Score -970209.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -970210.375000 Penalty: 4460.061523
	Iteration 34Q: 3 clusters Score -970210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -970213.500000 Penalty: 4460.061523
	Iteration 35Q: 3 clusters Score -970213.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -970214.687500 Penalty: 4460.061523
	Iteration 36Q: 3 clusters Score -970214.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -970216.250000 Penalty: 4460.061523
	Iteration 37Q: 3 clusters Score -970216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -970215.500000 Penalty: 4460.061523
	Iteration 38Q: 3 clusters Score -970215.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -970215.500000 Penalty: 4460.061523
	Iteration 39F: 3 clusters Score -970215.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -62666.695312 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -62666.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61214.261719 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -61214.26 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61630.285156 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -61630.29 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61939.023438 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -61939.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62140.585938 Penalty: 3193.917725
	Iteration 3F: 3 clusters Score -62140.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62279.019531 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -62279.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62487.148438 Penalty: 3193.917725
	Iteration 5F: 3 clusters Score -62487.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62796.867188 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -62796.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63220.386719 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -63220.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63487.765625 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -63487.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63545.117188 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -63545.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63549.761719 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -63549.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -63553.925781 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -63553.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63555.347656 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -63555.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63555.347656 Penalty: 3193.917725
	Iteration 13F: 3 clusters Score -63555.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76349 members 
Mstep: Class 3 contains 78256 members 
Mstep: Class 4 contains 139435 members 
Mstep: Class 5 contains 153491 members 
Mstep: Class 6 contains 78203 members 
Mstep: Class 7 contains 216 members 
Mstep: Class 8 contains 148911 members 
Mstep: Class 9 contains 24440 members 
Mstep: Class 10 contains 10205 members 
Mstep: Class 11 contains 157305 members 
Mstep: Class 12 contains 165317 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 163924 members 
Mstep: Class 16 contains 78795 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 8039 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
Score: -161323888.000000 Penalty: 73281.218750
Splitting cluster 20 changes total score from -161324816.000000 to -161323888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Entering Unmasked Estep 
Score: -265775.062500 Penalty: 1900.058716
	Iteration 0F: 2 clusters Score -265775.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -263092.781250 Penalty: 3800.117432
	Iteration 0F: 3 clusters Score -263092.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -263556.937500 Penalty: 3800.117432
	Iteration 1F: 3 clusters Score -263556.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -263679.562500 Penalty: 3800.117432
	Iteration 2F: 3 clusters Score -263679.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -263744.593750 Penalty: 3800.117432
	Iteration 3Q: 3 clusters Score -263744.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -263790.500000 Penalty: 3800.117432
	Iteration 4Q: 3 clusters Score -263790.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -263820.750000 Penalty: 3800.117432
	Iteration 5Q: 3 clusters Score -263820.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -263844.156250 Penalty: 3800.117432
	Iteration 6Q: 3 clusters Score -263844.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -263859.687500 Penalty: 3800.117432
	Iteration 7Q: 3 clusters Score -263859.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -263877.750000 Penalty: 3800.117432
	Iteration 8Q: 3 clusters Score -263877.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -263893.437500 Penalty: 3800.117432
	Iteration 9Q: 3 clusters Score -263893.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -263904.031250 Penalty: 3800.117432
	Iteration 10Q: 3 clusters Score -263904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -263908.437500 Penalty: 3800.117432
	Iteration 11Q: 3 clusters Score -263908.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -263912.781250 Penalty: 3800.117432
	Iteration 12Q: 3 clusters Score -263912.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -263918.750000 Penalty: 3800.117432
	Iteration 13Q: 3 clusters Score -263918.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -263924.000000 Penalty: 3800.117432
	Iteration 14Q: 3 clusters Score -263924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -263927.562500 Penalty: 3800.117432
	Iteration 15Q: 3 clusters Score -263927.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -263932.218750 Penalty: 3800.117432
	Iteration 16Q: 3 clusters Score -263932.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -263934.218750 Penalty: 3800.117432
	Iteration 17Q: 3 clusters Score -263934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -263935.906250 Penalty: 3800.117432
	Iteration 18Q: 3 clusters Score -263935.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -263937.906250 Penalty: 3800.117432
	Iteration 19Q: 3 clusters Score -263937.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -263940.250000 Penalty: 3800.117432
	Iteration 20F: 3 clusters Score -263940.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -263941.968750 Penalty: 3800.117432
	Iteration 21Q: 3 clusters Score -263942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -263942.843750 Penalty: 3800.117432
	Iteration 22Q: 3 clusters Score -263942.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -263943.531250 Penalty: 3800.117432
	Iteration 23Q: 3 clusters Score -263943.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -263944.343750 Penalty: 3800.117432
	Iteration 24Q: 3 clusters Score -263944.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -263944.968750 Penalty: 3800.117432
	Iteration 25Q: 3 clusters Score -263945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -263947.156250 Penalty: 3800.117432
	Iteration 26Q: 3 clusters Score -263947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -263948.468750 Penalty: 3800.117432
	Iteration 27Q: 3 clusters Score -263948.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -263951.718750 Penalty: 3800.117432
	Iteration 28Q: 3 clusters Score -263951.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -263954.750000 Penalty: 3800.117432
	Iteration 29Q: 3 clusters Score -263954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -263956.250000 Penalty: 3800.117432
	Iteration 30Q: 3 clusters Score -263956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -263957.656250 Penalty: 3800.117432
	Iteration 31Q: 3 clusters Score -263957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -263958.093750 Penalty: 3800.117432
	Iteration 32Q: 3 clusters Score -263958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -263958.375000 Penalty: 3800.117432
	Iteration 33Q: 3 clusters Score -263958.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -263958.781250 Penalty: 3800.117432
	Iteration 34Q: 3 clusters Score -263958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -263959.406250 Penalty: 3800.117432
	Iteration 35Q: 3 clusters Score -263959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -263960.250000 Penalty: 3800.117432
	Iteration 36Q: 3 clusters Score -263960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -263960.593750 Penalty: 3800.117432
	Iteration 37Q: 3 clusters Score -263960.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -263960.593750 Penalty: 3800.117432
	Iteration 38F: 3 clusters Score -263960.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76349 members 
Mstep: Class 3 contains 78256 members 
Mstep: Class 4 contains 139435 members 
Mstep: Class 5 contains 153491 members 
Mstep: Class 6 contains 78203 members 
Mstep: Class 8 contains 148911 members 
Mstep: Class 9 contains 24440 members 
Mstep: Class 10 contains 10205 members 
Mstep: Class 11 contains 157305 members 
Mstep: Class 12 contains 165317 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 163924 members 
Mstep: Class 16 contains 78795 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 8039 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324784.000000 Penalty: 69791.640625
Iteration 119Q: 21 clusters Score -1.613248e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76389 members 
Mstep: Class 3 contains 78259 members 
Mstep: Class 4 contains 139349 members 
Mstep: Class 5 contains 153420 members 
Mstep: Class 6 contains 78250 members 
Mstep: Class 8 contains 148858 members 
Mstep: Class 9 contains 24430 members 
Mstep: Class 10 contains 10196 members 
Mstep: Class 11 contains 157288 members 
Mstep: Class 12 contains 165482 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 163901 members 
Mstep: Class 16 contains 78809 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 8040 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324640.000000 Penalty: 69791.640625
Iteration 120F: 21 clusters Score -1.613246e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76442 members 
Mstep: Class 3 contains 78267 members 
Mstep: Class 4 contains 139272 members 
Mstep: Class 5 contains 153342 members 
Mstep: Class 6 contains 78308 members 
Mstep: Class 8 contains 148813 members 
Mstep: Class 9 contains 24426 members 
Mstep: Class 10 contains 10187 members 
Mstep: Class 11 contains 157233 members 
Mstep: Class 12 contains 165632 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 163890 members 
Mstep: Class 16 contains 78818 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 8041 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325216.000000 Penalty: 69791.640625
Iteration 121Q: 21 clusters Score -1.613252e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76500 members 
Mstep: Class 3 contains 78264 members 
Mstep: Class 4 contains 139162 members 
Mstep: Class 5 contains 153251 members 
Mstep: Class 6 contains 78352 members 
Mstep: Class 8 contains 148795 members 
Mstep: Class 9 contains 24418 members 
Mstep: Class 10 contains 10178 members 
Mstep: Class 11 contains 157209 members 
Mstep: Class 12 contains 165778 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 163895 members 
Mstep: Class 16 contains 78826 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 8043 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325472.000000 Penalty: 69791.640625
Iteration 122Q: 21 clusters Score -1.613255e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76549 members 
Mstep: Class 3 contains 78273 members 
Mstep: Class 4 contains 139109 members 
Mstep: Class 5 contains 153159 members 
Mstep: Class 6 contains 78401 members 
Mstep: Class 8 contains 148794 members 
Mstep: Class 9 contains 24416 members 
Mstep: Class 10 contains 10161 members 
Mstep: Class 11 contains 157185 members 
Mstep: Class 12 contains 165932 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 163812 members 
Mstep: Class 16 contains 78835 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 8045 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325808.000000 Penalty: 69791.640625
Iteration 123Q: 21 clusters Score -1.613258e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76618 members 
Mstep: Class 3 contains 78274 members 
Mstep: Class 4 contains 139052 members 
Mstep: Class 5 contains 153100 members 
Mstep: Class 6 contains 78458 members 
Mstep: Class 8 contains 148764 members 
Mstep: Class 9 contains 24419 members 
Mstep: Class 10 contains 10147 members 
Mstep: Class 11 contains 157150 members 
Mstep: Class 12 contains 166080 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 163718 members 
Mstep: Class 16 contains 78844 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2042 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326128.000000 Penalty: 69791.640625
Iteration 124Q: 21 clusters Score -1.613261e+08 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76651 members 
Mstep: Class 3 contains 78276 members 
Mstep: Class 4 contains 139003 members 
Mstep: Class 5 contains 152994 members 
Mstep: Class 6 contains 78527 members 
Mstep: Class 8 contains 148744 members 
Mstep: Class 9 contains 24409 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 157110 members 
Mstep: Class 12 contains 166196 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 163717 members 
Mstep: Class 16 contains 78856 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2040 members 
Mstep: Class 19 contains 8049 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325856.000000 Penalty: 69791.640625
Iteration 125Q: 21 clusters Score -1.613259e+08 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76701 members 
Mstep: Class 3 contains 78286 members 
Mstep: Class 4 contains 138964 members 
Mstep: Class 5 contains 152880 members 
Mstep: Class 6 contains 78589 members 
Mstep: Class 8 contains 148749 members 
Mstep: Class 9 contains 24409 members 
Mstep: Class 10 contains 10127 members 
Mstep: Class 11 contains 157053 members 
Mstep: Class 12 contains 166284 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 163731 members 
Mstep: Class 16 contains 78847 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2041 members 
Mstep: Class 19 contains 8050 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326016.000000 Penalty: 69791.640625
Iteration 126Q: 21 clusters Score -1.61326e+08 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76724 members 
Mstep: Class 3 contains 78295 members 
Mstep: Class 4 contains 138914 members 
Mstep: Class 5 contains 152748 members 
Mstep: Class 6 contains 78626 members 
Mstep: Class 8 contains 148734 members 
Mstep: Class 9 contains 24421 members 
Mstep: Class 10 contains 10122 members 
Mstep: Class 11 contains 157027 members 
Mstep: Class 12 contains 166387 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 163777 members 
Mstep: Class 16 contains 78844 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2040 members 
Mstep: Class 19 contains 8052 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326176.000000 Penalty: 69791.640625
Iteration 127Q: 21 clusters Score -1.613262e+08 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76767 members 
Mstep: Class 3 contains 78305 members 
Mstep: Class 4 contains 138865 members 
Mstep: Class 5 contains 152655 members 
Mstep: Class 6 contains 78657 members 
Mstep: Class 8 contains 148699 members 
Mstep: Class 9 contains 24440 members 
Mstep: Class 10 contains 10117 members 
Mstep: Class 11 contains 156998 members 
Mstep: Class 12 contains 166501 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 163771 members 
Mstep: Class 16 contains 78839 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2040 members 
Mstep: Class 19 contains 8057 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326416.000000 Penalty: 69791.640625
Iteration 128Q: 21 clusters Score -1.613264e+08 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76782 members 
Mstep: Class 3 contains 78317 members 
Mstep: Class 4 contains 138832 members 
Mstep: Class 5 contains 152521 members 
Mstep: Class 6 contains 78683 members 
Mstep: Class 8 contains 148665 members 
Mstep: Class 9 contains 24449 members 
Mstep: Class 10 contains 10110 members 
Mstep: Class 11 contains 156964 members 
Mstep: Class 12 contains 166696 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 163732 members 
Mstep: Class 16 contains 78859 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2040 members 
Mstep: Class 19 contains 8060 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326608.000000 Penalty: 69791.640625
Iteration 129Q: 21 clusters Score -1.613266e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76808 members 
Mstep: Class 3 contains 78328 members 
Mstep: Class 4 contains 138800 members 
Mstep: Class 5 contains 152437 members 
Mstep: Class 6 contains 78715 members 
Mstep: Class 8 contains 148644 members 
Mstep: Class 9 contains 24459 members 
Mstep: Class 10 contains 10108 members 
Mstep: Class 11 contains 156910 members 
Mstep: Class 12 contains 166833 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 163705 members 
Mstep: Class 16 contains 78858 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2041 members 
Mstep: Class 19 contains 8062 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326656.000000 Penalty: 69791.640625
Iteration 130Q: 21 clusters Score -1.613267e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76824 members 
Mstep: Class 3 contains 78335 members 
Mstep: Class 4 contains 138724 members 
Mstep: Class 5 contains 152332 members 
Mstep: Class 6 contains 78765 members 
Mstep: Class 8 contains 148613 members 
Mstep: Class 9 contains 24472 members 
Mstep: Class 10 contains 10101 members 
Mstep: Class 11 contains 156906 members 
Mstep: Class 12 contains 167031 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 163637 members 
Mstep: Class 16 contains 78863 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2041 members 
Mstep: Class 19 contains 8064 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326928.000000 Penalty: 69791.640625
Iteration 131Q: 21 clusters Score -1.613269e+08 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76856 members 
Mstep: Class 3 contains 78362 members 
Mstep: Class 4 contains 138648 members 
Mstep: Class 5 contains 152232 members 
Mstep: Class 6 contains 78801 members 
Mstep: Class 8 contains 148567 members 
Mstep: Class 9 contains 24481 members 
Mstep: Class 10 contains 10099 members 
Mstep: Class 11 contains 156871 members 
Mstep: Class 12 contains 167203 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 163614 members 
Mstep: Class 16 contains 78864 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2042 members 
Mstep: Class 19 contains 8067 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326832.000000 Penalty: 69791.640625
Iteration 132Q: 21 clusters Score -1.613268e+08 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76875 members 
Mstep: Class 3 contains 78401 members 
Mstep: Class 4 contains 138589 members 
Mstep: Class 5 contains 152130 members 
Mstep: Class 6 contains 78838 members 
Mstep: Class 8 contains 148498 members 
Mstep: Class 9 contains 24484 members 
Mstep: Class 10 contains 10099 members 
Mstep: Class 11 contains 156844 members 
Mstep: Class 12 contains 167384 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 163572 members 
Mstep: Class 16 contains 78878 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 8072 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326816.000000 Penalty: 69791.640625
Iteration 133Q: 21 clusters Score -1.613268e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76882 members 
Mstep: Class 3 contains 78431 members 
Mstep: Class 4 contains 138530 members 
Mstep: Class 5 contains 152044 members 
Mstep: Class 6 contains 78867 members 
Mstep: Class 8 contains 148450 members 
Mstep: Class 9 contains 24483 members 
Mstep: Class 10 contains 10098 members 
Mstep: Class 11 contains 156828 members 
Mstep: Class 12 contains 167541 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 163552 members 
Mstep: Class 16 contains 78884 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2042 members 
Mstep: Class 19 contains 8075 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326704.000000 Penalty: 69791.640625
Iteration 134Q: 21 clusters Score -1.613267e+08 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76889 members 
Mstep: Class 3 contains 78454 members 
Mstep: Class 4 contains 138450 members 
Mstep: Class 5 contains 151963 members 
Mstep: Class 6 contains 78873 members 
Mstep: Class 8 contains 148423 members 
Mstep: Class 9 contains 24494 members 
Mstep: Class 10 contains 10092 members 
Mstep: Class 11 contains 156827 members 
Mstep: Class 12 contains 167710 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 163521 members 
Mstep: Class 16 contains 78892 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 8076 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326928.000000 Penalty: 69791.640625
Iteration 135Q: 21 clusters Score -1.613269e+08 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76886 members 
Mstep: Class 3 contains 78458 members 
Mstep: Class 4 contains 138398 members 
Mstep: Class 5 contains 151863 members 
Mstep: Class 6 contains 78890 members 
Mstep: Class 8 contains 148375 members 
Mstep: Class 9 contains 24505 members 
Mstep: Class 10 contains 10084 members 
Mstep: Class 11 contains 156831 members 
Mstep: Class 12 contains 167935 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 163468 members 
Mstep: Class 16 contains 78893 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 8078 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326896.000000 Penalty: 69791.640625
Iteration 136Q: 21 clusters Score -1.613269e+08 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76878 members 
Mstep: Class 3 contains 78472 members 
Mstep: Class 4 contains 138392 members 
Mstep: Class 5 contains 151716 members 
Mstep: Class 6 contains 78908 members 
Mstep: Class 8 contains 148377 members 
Mstep: Class 9 contains 24526 members 
Mstep: Class 10 contains 10075 members 
Mstep: Class 11 contains 156813 members 
Mstep: Class 12 contains 168165 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 163358 members 
Mstep: Class 16 contains 78908 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 8078 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326896.000000 Penalty: 69791.640625
Iteration 137Q: 21 clusters Score -1.613269e+08 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76888 members 
Mstep: Class 3 contains 78478 members 
Mstep: Class 4 contains 138357 members 
Mstep: Class 5 contains 151553 members 
Mstep: Class 6 contains 78903 members 
Mstep: Class 8 contains 148377 members 
Mstep: Class 9 contains 24536 members 
Mstep: Class 10 contains 10068 members 
Mstep: Class 11 contains 156856 members 
Mstep: Class 12 contains 168419 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 163234 members 
Mstep: Class 16 contains 78920 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2041 members 
Mstep: Class 19 contains 8080 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326880.000000 Penalty: 69791.640625
Iteration 138Q: 21 clusters Score -1.613269e+08 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76927 members 
Mstep: Class 3 contains 78504 members 
Mstep: Class 4 contains 138318 members 
Mstep: Class 5 contains 151405 members 
Mstep: Class 6 contains 78902 members 
Mstep: Class 8 contains 148395 members 
Mstep: Class 9 contains 24546 members 
Mstep: Class 10 contains 10060 members 
Mstep: Class 11 contains 156869 members 
Mstep: Class 12 contains 168604 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 163139 members 
Mstep: Class 16 contains 78920 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2040 members 
Mstep: Class 19 contains 8082 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326608.000000 Penalty: 69791.640625
Iteration 139Q: 21 clusters Score -1.613266e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76933 members 
Mstep: Class 3 contains 78542 members 
Mstep: Class 4 contains 138283 members 
Mstep: Class 5 contains 151266 members 
Mstep: Class 6 contains 78886 members 
Mstep: Class 8 contains 148414 members 
Mstep: Class 9 contains 24560 members 
Mstep: Class 10 contains 10056 members 
Mstep: Class 11 contains 156868 members 
Mstep: Class 12 contains 168783 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 163061 members 
Mstep: Class 16 contains 78930 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2040 members 
Mstep: Class 19 contains 8089 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326816.000000 Penalty: 69791.640625
Iteration 140F: 21 clusters Score -1.613268e+08 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76939 members 
Mstep: Class 3 contains 78567 members 
Mstep: Class 4 contains 138299 members 
Mstep: Class 5 contains 151132 members 
Mstep: Class 6 contains 78880 members 
Mstep: Class 8 contains 148438 members 
Mstep: Class 9 contains 24572 members 
Mstep: Class 10 contains 10054 members 
Mstep: Class 11 contains 156849 members 
Mstep: Class 12 contains 168916 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 163001 members 
Mstep: Class 16 contains 78932 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 8094 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326656.000000 Penalty: 69791.640625
Iteration 141Q: 21 clusters Score -1.613267e+08 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76965 members 
Mstep: Class 3 contains 78595 members 
Mstep: Class 4 contains 138304 members 
Mstep: Class 5 contains 151009 members 
Mstep: Class 6 contains 78881 members 
Mstep: Class 8 contains 148476 members 
Mstep: Class 9 contains 24578 members 
Mstep: Class 10 contains 10043 members 
Mstep: Class 11 contains 156776 members 
Mstep: Class 12 contains 169088 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 162918 members 
Mstep: Class 16 contains 78945 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 8096 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326832.000000 Penalty: 69791.640625
Iteration 142Q: 21 clusters Score -1.613268e+08 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76996 members 
Mstep: Class 3 contains 78605 members 
Mstep: Class 4 contains 138297 members 
Mstep: Class 5 contains 150903 members 
Mstep: Class 6 contains 78879 members 
Mstep: Class 8 contains 148485 members 
Mstep: Class 9 contains 24575 members 
Mstep: Class 10 contains 10026 members 
Mstep: Class 11 contains 156731 members 
Mstep: Class 12 contains 169235 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 162880 members 
Mstep: Class 16 contains 78964 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 8100 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327104.000000 Penalty: 69791.640625
Iteration 143Q: 21 clusters Score -1.613271e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77024 members 
Mstep: Class 3 contains 78619 members 
Mstep: Class 4 contains 138303 members 
Mstep: Class 5 contains 150793 members 
Mstep: Class 6 contains 78885 members 
Mstep: Class 8 contains 148506 members 
Mstep: Class 9 contains 24576 members 
Mstep: Class 10 contains 10020 members 
Mstep: Class 11 contains 156650 members 
Mstep: Class 12 contains 169354 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 162852 members 
Mstep: Class 16 contains 78992 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 19 contains 8101 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326848.000000 Penalty: 69791.640625
Iteration 144Q: 21 clusters Score -1.613268e+08 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77037 members 
Mstep: Class 3 contains 78630 members 
Mstep: Class 4 contains 138288 members 
Mstep: Class 5 contains 150717 members 
Mstep: Class 6 contains 78895 members 
Mstep: Class 8 contains 148547 members 
Mstep: Class 9 contains 24565 members 
Mstep: Class 10 contains 10013 members 
Mstep: Class 11 contains 156562 members 
Mstep: Class 12 contains 169469 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 162855 members 
Mstep: Class 16 contains 78996 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 19 contains 8101 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327568.000000 Penalty: 69791.640625
Iteration 145Q: 21 clusters Score -1.613276e+08 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77068 members 
Mstep: Class 3 contains 78647 members 
Mstep: Class 4 contains 138253 members 
Mstep: Class 5 contains 150683 members 
Mstep: Class 6 contains 78897 members 
Mstep: Class 8 contains 148574 members 
Mstep: Class 9 contains 24563 members 
Mstep: Class 10 contains 10009 members 
Mstep: Class 11 contains 156458 members 
Mstep: Class 12 contains 169563 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 162853 members 
Mstep: Class 16 contains 79009 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2034 members 
Mstep: Class 19 contains 8101 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327520.000000 Penalty: 69791.640625
Iteration 146Q: 21 clusters Score -1.613275e+08 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77093 members 
Mstep: Class 3 contains 78648 members 
Mstep: Class 4 contains 138247 members 
Mstep: Class 5 contains 150659 members 
Mstep: Class 6 contains 78925 members 
Mstep: Class 8 contains 148586 members 
Mstep: Class 9 contains 24566 members 
Mstep: Class 10 contains 9998 members 
Mstep: Class 11 contains 156406 members 
Mstep: Class 12 contains 169540 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 162876 members 
Mstep: Class 16 contains 79031 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2031 members 
Mstep: Class 19 contains 8104 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327488.000000 Penalty: 69791.640625
Iteration 147Q: 21 clusters Score -1.613275e+08 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77133 members 
Mstep: Class 3 contains 78639 members 
Mstep: Class 4 contains 138257 members 
Mstep: Class 5 contains 150716 members 
Mstep: Class 6 contains 78961 members 
Mstep: Class 8 contains 148575 members 
Mstep: Class 9 contains 24560 members 
Mstep: Class 10 contains 9995 members 
Mstep: Class 11 contains 156302 members 
Mstep: Class 12 contains 169487 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 162917 members 
Mstep: Class 16 contains 79033 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 8106 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327568.000000 Penalty: 69791.640625
Iteration 148Q: 21 clusters Score -1.613276e+08 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77165 members 
Mstep: Class 3 contains 78641 members 
Mstep: Class 4 contains 138262 members 
Mstep: Class 5 contains 150780 members 
Mstep: Class 6 contains 79001 members 
Mstep: Class 8 contains 148570 members 
Mstep: Class 9 contains 24554 members 
Mstep: Class 10 contains 9988 members 
Mstep: Class 11 contains 156220 members 
Mstep: Class 12 contains 169425 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 162930 members 
Mstep: Class 16 contains 79040 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2029 members 
Mstep: Class 19 contains 8108 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327776.000000 Penalty: 69791.640625
Iteration 149Q: 21 clusters Score -1.613278e+08 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77201 members 
Mstep: Class 3 contains 78633 members 
Mstep: Class 4 contains 138308 members 
Mstep: Class 5 contains 150861 members 
Mstep: Class 6 contains 79016 members 
Mstep: Class 8 contains 148548 members 
Mstep: Class 9 contains 24540 members 
Mstep: Class 10 contains 9980 members 
Mstep: Class 11 contains 156119 members 
Mstep: Class 12 contains 169379 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 162927 members 
Mstep: Class 16 contains 79061 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327760.000000 Penalty: 69791.640625
Iteration 150Q: 21 clusters Score -1.613278e+08 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77216 members 
Mstep: Class 3 contains 78645 members 
Mstep: Class 4 contains 138365 members 
Mstep: Class 5 contains 150941 members 
Mstep: Class 6 contains 79045 members 
Mstep: Class 8 contains 148557 members 
Mstep: Class 9 contains 24530 members 
Mstep: Class 10 contains 9978 members 
Mstep: Class 11 contains 155979 members 
Mstep: Class 12 contains 169355 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 162882 members 
Mstep: Class 16 contains 79078 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8115 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328032.000000 Penalty: 69791.640625
Iteration 151Q: 21 clusters Score -1.61328e+08 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77232 members 
Mstep: Class 3 contains 78635 members 
Mstep: Class 4 contains 138412 members 
Mstep: Class 5 contains 151075 members 
Mstep: Class 6 contains 79064 members 
Mstep: Class 8 contains 148577 members 
Mstep: Class 9 contains 24527 members 
Mstep: Class 10 contains 9974 members 
Mstep: Class 11 contains 155859 members 
Mstep: Class 12 contains 169254 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 162860 members 
Mstep: Class 16 contains 79101 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 8117 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328016.000000 Penalty: 69791.640625
Iteration 152Q: 21 clusters Score -1.61328e+08 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77220 members 
Mstep: Class 3 contains 78629 members 
Mstep: Class 4 contains 138483 members 
Mstep: Class 5 contains 151271 members 
Mstep: Class 6 contains 79081 members 
Mstep: Class 8 contains 148583 members 
Mstep: Class 9 contains 24533 members 
Mstep: Class 10 contains 9969 members 
Mstep: Class 11 contains 155823 members 
Mstep: Class 12 contains 169065 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 162787 members 
Mstep: Class 16 contains 79122 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 8120 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328032.000000 Penalty: 69791.640625
Iteration 153Q: 21 clusters Score -1.61328e+08 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77222 members 
Mstep: Class 3 contains 78629 members 
Mstep: Class 4 contains 138539 members 
Mstep: Class 5 contains 151503 members 
Mstep: Class 6 contains 79115 members 
Mstep: Class 8 contains 148589 members 
Mstep: Class 9 contains 24520 members 
Mstep: Class 10 contains 9963 members 
Mstep: Class 11 contains 155787 members 
Mstep: Class 12 contains 168819 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 162743 members 
Mstep: Class 16 contains 79133 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 8125 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328160.000000 Penalty: 69791.640625
Iteration 154Q: 21 clusters Score -1.613282e+08 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77183 members 
Mstep: Class 3 contains 78634 members 
Mstep: Class 4 contains 138584 members 
Mstep: Class 5 contains 151718 members 
Mstep: Class 6 contains 79166 members 
Mstep: Class 8 contains 148569 members 
Mstep: Class 9 contains 24521 members 
Mstep: Class 10 contains 9956 members 
Mstep: Class 11 contains 155779 members 
Mstep: Class 12 contains 168629 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 162674 members 
Mstep: Class 16 contains 79150 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8126 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328288.000000 Penalty: 69791.640625
Iteration 155Q: 21 clusters Score -1.613283e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77131 members 
Mstep: Class 3 contains 78628 members 
Mstep: Class 4 contains 138574 members 
Mstep: Class 5 contains 151950 members 
Mstep: Class 6 contains 79214 members 
Mstep: Class 8 contains 148539 members 
Mstep: Class 9 contains 24528 members 
Mstep: Class 10 contains 9950 members 
Mstep: Class 11 contains 155755 members 
Mstep: Class 12 contains 168525 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 162610 members 
Mstep: Class 16 contains 79159 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328304.000000 Penalty: 69791.640625
Iteration 156Q: 21 clusters Score -1.613283e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77079 members 
Mstep: Class 3 contains 78597 members 
Mstep: Class 4 contains 138563 members 
Mstep: Class 5 contains 152206 members 
Mstep: Class 6 contains 79247 members 
Mstep: Class 8 contains 148488 members 
Mstep: Class 9 contains 24536 members 
Mstep: Class 10 contains 9948 members 
Mstep: Class 11 contains 155707 members 
Mstep: Class 12 contains 168407 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 162606 members 
Mstep: Class 16 contains 79175 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8131 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328480.000000 Penalty: 69791.640625
Iteration 157Q: 21 clusters Score -1.613285e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77023 members 
Mstep: Class 3 contains 78597 members 
Mstep: Class 4 contains 138527 members 
Mstep: Class 5 contains 152497 members 
Mstep: Class 6 contains 79275 members 
Mstep: Class 8 contains 148432 members 
Mstep: Class 9 contains 24549 members 
Mstep: Class 10 contains 9938 members 
Mstep: Class 11 contains 155681 members 
Mstep: Class 12 contains 168259 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 162592 members 
Mstep: Class 16 contains 79188 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8135 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328480.000000 Penalty: 69791.640625
Iteration 158Q: 21 clusters Score -1.613285e+08 nChanged 2436
Entering ConstructFrom: 
Score: -161328480.000000 Penalty: 69791.640625
Entering ConstructFrom: 
Trying to split cluster 1 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -69546.132812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -69546.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67936.179688 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -67936.18 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68530.609375 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -68530.61 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68973.195312 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -68973.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69312.164062 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -69312.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69428.617188 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -69428.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69495.812500 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -69495.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69530.421875 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -69530.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69548.343750 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -69548.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69562.554688 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -69562.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69581.414062 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -69581.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -69606.742188 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -69606.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -69653.851562 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -69653.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -69695.031250 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -69695.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69741.070312 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -69741.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69791.085938 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -69791.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69797.898438 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -69797.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -69799.859375 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -69799.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -69799.859375 Penalty: 3220.151123
	Iteration 17F: 3 clusters Score -69799.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 76981 members 
Mstep: Class 3 contains 78563 members 
Mstep: Class 4 contains 138492 members 
Mstep: Class 5 contains 152782 members 
Mstep: Class 6 contains 79328 members 
Mstep: Class 7 contains 229 members 
Mstep: Class 8 contains 148392 members 
Mstep: Class 9 contains 24563 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 155670 members 
Mstep: Class 12 contains 168113 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 162551 members 
Mstep: Class 16 contains 79194 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8135 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
Score: -161327168.000000 Penalty: 73281.218750
Splitting cluster 1 changes total score from -161328480.000000 to -161327168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (76981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76981 members 
Entering Unmasked Estep 
Score: -9815969.000000 Penalty: 2790.325928
	Iteration 0F: 2 clusters Score -9815969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -9764449.000000 Penalty: 5580.651855
	Iteration 0F: 3 clusters Score -9764449 nChanged 36162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -9785154.000000 Penalty: 5580.651855
	Iteration 1F: 3 clusters Score -9785154 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -9785907.000000 Penalty: 5580.651855
	Iteration 2Q: 3 clusters Score -9785907 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -9786745.000000 Penalty: 5580.651855
	Iteration 3Q: 3 clusters Score -9786745 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -9787892.000000 Penalty: 5580.651855
	Iteration 4Q: 3 clusters Score -9787892 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -9789756.000000 Penalty: 5580.651855
	Iteration 5Q: 3 clusters Score -9789756 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -9792708.000000 Penalty: 5580.651855
	Iteration 6F: 3 clusters Score -9792708 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -9797133.000000 Penalty: 5580.651855
	Iteration 7F: 3 clusters Score -9797133 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -9802505.000000 Penalty: 5580.651855
	Iteration 8F: 3 clusters Score -9802505 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 69495 members 
Entering Unmasked Estep 
Score: -9807243.000000 Penalty: 5580.651855
	Iteration 9F: 3 clusters Score -9807243 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 72907 members 
Entering Unmasked Estep 
Score: -9810497.000000 Penalty: 5580.651855
	Iteration 10Q: 3 clusters Score -9810497 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 74764 members 
Entering Unmasked Estep 
Score: -9812265.000000 Penalty: 5580.651855
	Iteration 11Q: 3 clusters Score -9812265 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 75614 members 
Entering Unmasked Estep 
Score: -9813082.000000 Penalty: 5580.651855
	Iteration 12Q: 3 clusters Score -9813082 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 75956 members 
Entering Unmasked Estep 
Score: -9813464.000000 Penalty: 5580.651855
	Iteration 13Q: 3 clusters Score -9813464 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 76089 members 
Entering Unmasked Estep 
Score: -9813623.000000 Penalty: 5580.651855
	Iteration 14Q: 3 clusters Score -9813623 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -9813740.000000 Penalty: 5580.651855
	Iteration 15Q: 3 clusters Score -9813740 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -9813827.000000 Penalty: 5580.651855
	Iteration 16Q: 3 clusters Score -9813827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -9813881.000000 Penalty: 5580.651855
	Iteration 17Q: 3 clusters Score -9813881 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -9813915.000000 Penalty: 5580.651855
	Iteration 18Q: 3 clusters Score -9813915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 76252 members 
Entering Unmasked Estep 
Score: -9813928.000000 Penalty: 5580.651855
	Iteration 19Q: 3 clusters Score -9813928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -9813923.000000 Penalty: 5580.651855
	Iteration 20F: 3 clusters Score -9813923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -9813949.000000 Penalty: 5580.651855
	Iteration 21Q: 3 clusters Score -9813949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -9813947.000000 Penalty: 5580.651855
	Iteration 22Q: 3 clusters Score -9813947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 76272 members 
Entering Unmasked Estep 
Score: -9813948.000000 Penalty: 5580.651855
	Iteration 23Q: 3 clusters Score -9813948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 76272 members 
Entering Unmasked Estep 
Score: -9813943.000000 Penalty: 5580.651855
	Iteration 24Q: 3 clusters Score -9813943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 76272 members 
Entering Unmasked Estep 
Score: -9813943.000000 Penalty: 5580.651855
	Iteration 25F: 3 clusters Score -9813943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (78563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Entering Unmasked Estep 
Score: -10094590.000000 Penalty: 2795.370605
	Iteration 0F: 2 clusters Score -1.009459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -10041984.000000 Penalty: 5590.741211
	Iteration 0F: 3 clusters Score -1.004198e+07 nChanged 36945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -10062896.000000 Penalty: 5590.741211
	Iteration 1F: 3 clusters Score -1.00629e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -10063653.000000 Penalty: 5590.741211
	Iteration 2Q: 3 clusters Score -1.006365e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -10064718.000000 Penalty: 5590.741211
	Iteration 3Q: 3 clusters Score -1.006472e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -10065949.000000 Penalty: 5590.741211
	Iteration 4Q: 3 clusters Score -1.006595e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -10067652.000000 Penalty: 5590.741211
	Iteration 5Q: 3 clusters Score -1.006765e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -10069867.000000 Penalty: 5590.741211
	Iteration 6F: 3 clusters Score -1.006987e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -10072682.000000 Penalty: 5590.741211
	Iteration 7F: 3 clusters Score -1.007268e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -10076066.000000 Penalty: 5590.741211
	Iteration 8F: 3 clusters Score -1.007607e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -10079554.000000 Penalty: 5590.741211
	Iteration 9F: 3 clusters Score -1.007955e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -10082123.000000 Penalty: 5590.741211
	Iteration 10F: 3 clusters Score -1.008212e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -10083391.000000 Penalty: 5590.741211
	Iteration 11Q: 3 clusters Score -1.008339e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -10083960.000000 Penalty: 5590.741211
	Iteration 12Q: 3 clusters Score -1.008396e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -10084135.000000 Penalty: 5590.741211
	Iteration 13Q: 3 clusters Score -1.008414e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -10084277.000000 Penalty: 5590.741211
	Iteration 14Q: 3 clusters Score -1.008428e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -10084474.000000 Penalty: 5590.741211
	Iteration 15Q: 3 clusters Score -1.008447e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -10084677.000000 Penalty: 5590.741211
	Iteration 16Q: 3 clusters Score -1.008468e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -10084801.000000 Penalty: 5590.741211
	Iteration 17Q: 3 clusters Score -1.00848e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -10084977.000000 Penalty: 5590.741211
	Iteration 18Q: 3 clusters Score -1.008498e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -10085151.000000 Penalty: 5590.741211
	Iteration 19Q: 3 clusters Score -1.008515e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -10085314.000000 Penalty: 5590.741211
	Iteration 20F: 3 clusters Score -1.008531e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -10085445.000000 Penalty: 5590.741211
	Iteration 21Q: 3 clusters Score -1.008544e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -10085609.000000 Penalty: 5590.741211
	Iteration 22Q: 3 clusters Score -1.008561e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -10085780.000000 Penalty: 5590.741211
	Iteration 23Q: 3 clusters Score -1.008578e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -10085948.000000 Penalty: 5590.741211
	Iteration 24Q: 3 clusters Score -1.008595e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -10086146.000000 Penalty: 5590.741211
	Iteration 25Q: 3 clusters Score -1.008615e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -10086389.000000 Penalty: 5590.741211
	Iteration 26Q: 3 clusters Score -1.008639e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -10086647.000000 Penalty: 5590.741211
	Iteration 27Q: 3 clusters Score -1.008665e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -10086838.000000 Penalty: 5590.741211
	Iteration 28Q: 3 clusters Score -1.008684e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -10087096.000000 Penalty: 5590.741211
	Iteration 29Q: 3 clusters Score -1.00871e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -10087370.000000 Penalty: 5590.741211
	Iteration 30Q: 3 clusters Score -1.008737e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59965 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -10087607.000000 Penalty: 5590.741211
	Iteration 31Q: 3 clusters Score -1.008761e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -10087910.000000 Penalty: 5590.741211
	Iteration 32Q: 3 clusters Score -1.008791e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61950 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -10088185.000000 Penalty: 5590.741211
	Iteration 33Q: 3 clusters Score -1.008818e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -10088479.000000 Penalty: 5590.741211
	Iteration 34Q: 3 clusters Score -1.008848e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -10088812.000000 Penalty: 5590.741211
	Iteration 35Q: 3 clusters Score -1.008881e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -10089071.000000 Penalty: 5590.741211
	Iteration 36Q: 3 clusters Score -1.008907e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -10089378.000000 Penalty: 5590.741211
	Iteration 37Q: 3 clusters Score -1.008938e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -10089729.000000 Penalty: 5590.741211
	Iteration 38Q: 3 clusters Score -1.008973e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -10090045.000000 Penalty: 5590.741211
	Iteration 39Q: 3 clusters Score -1.009004e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -10090368.000000 Penalty: 5590.741211
	Iteration 40F: 3 clusters Score -1.009037e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -10090599.000000 Penalty: 5590.741211
	Iteration 41Q: 3 clusters Score -1.00906e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69845 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -10090896.000000 Penalty: 5590.741211
	Iteration 42Q: 3 clusters Score -1.00909e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -10091106.000000 Penalty: 5590.741211
	Iteration 43Q: 3 clusters Score -1.009111e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71124 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -10091351.000000 Penalty: 5590.741211
	Iteration 44Q: 3 clusters Score -1.009135e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71659 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -10091519.000000 Penalty: 5590.741211
	Iteration 45Q: 3 clusters Score -1.009152e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72160 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -10091689.000000 Penalty: 5590.741211
	Iteration 46Q: 3 clusters Score -1.009169e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -10091904.000000 Penalty: 5590.741211
	Iteration 47Q: 3 clusters Score -1.00919e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73133 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -10092081.000000 Penalty: 5590.741211
	Iteration 48Q: 3 clusters Score -1.009208e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73526 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -10092187.000000 Penalty: 5590.741211
	Iteration 49Q: 3 clusters Score -1.009219e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -10092303.000000 Penalty: 5590.741211
	Iteration 50Q: 3 clusters Score -1.00923e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74239 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -10092416.000000 Penalty: 5590.741211
	Iteration 51Q: 3 clusters Score -1.009242e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74560 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -10092471.000000 Penalty: 5590.741211
	Iteration 52Q: 3 clusters Score -1.009247e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -10092512.000000 Penalty: 5590.741211
	Iteration 53Q: 3 clusters Score -1.009251e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75115 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -10092622.000000 Penalty: 5590.741211
	Iteration 54Q: 3 clusters Score -1.009262e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -10092716.000000 Penalty: 5590.741211
	Iteration 55Q: 3 clusters Score -1.009272e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75526 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -10092797.000000 Penalty: 5590.741211
	Iteration 56Q: 3 clusters Score -1.00928e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75699 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -10092837.000000 Penalty: 5590.741211
	Iteration 57Q: 3 clusters Score -1.009284e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -10092875.000000 Penalty: 5590.741211
	Iteration 58Q: 3 clusters Score -1.009288e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -10092920.000000 Penalty: 5590.741211
	Iteration 59Q: 3 clusters Score -1.009292e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -10092981.000000 Penalty: 5590.741211
	Iteration 60F: 3 clusters Score -1.009298e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -10092968.000000 Penalty: 5590.741211
	Iteration 61Q: 3 clusters Score -1.009297e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -10092971.000000 Penalty: 5590.741211
	Iteration 62Q: 3 clusters Score -1.009297e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76324 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -10092996.000000 Penalty: 5590.741211
	Iteration 63Q: 3 clusters Score -1.0093e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76378 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -10093011.000000 Penalty: 5590.741211
	Iteration 64Q: 3 clusters Score -1.009301e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -10093026.000000 Penalty: 5590.741211
	Iteration 65Q: 3 clusters Score -1.009303e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -10093036.000000 Penalty: 5590.741211
	Iteration 66Q: 3 clusters Score -1.009304e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76500 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -10093049.000000 Penalty: 5590.741211
	Iteration 67Q: 3 clusters Score -1.009305e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76519 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -10093042.000000 Penalty: 5590.741211
	Iteration 68Q: 3 clusters Score -1.009304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76529 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -10093058.000000 Penalty: 5590.741211
	Iteration 69Q: 3 clusters Score -1.009306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -10093043.000000 Penalty: 5590.741211
	Iteration 70Q: 3 clusters Score -1.009304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76549 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -10093050.000000 Penalty: 5590.741211
	Iteration 71Q: 3 clusters Score -1.009305e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76558 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -10093059.000000 Penalty: 5590.741211
	Iteration 72Q: 3 clusters Score -1.009306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -10093060.000000 Penalty: 5590.741211
	Iteration 73Q: 3 clusters Score -1.009306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76575 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -10093059.000000 Penalty: 5590.741211
	Iteration 74Q: 3 clusters Score -1.009306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76587 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -10093064.000000 Penalty: 5590.741211
	Iteration 75Q: 3 clusters Score -1.009306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76597 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -10093055.000000 Penalty: 5590.741211
	Iteration 76Q: 3 clusters Score -1.009306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -10093058.000000 Penalty: 5590.741211
	Iteration 77Q: 3 clusters Score -1.009306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -10093058.000000 Penalty: 5590.741211
	Iteration 78F: 3 clusters Score -1.009306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (138492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138492 members 
Entering Unmasked Estep 
Score: -17705544.000000 Penalty: 2935.964844
	Iteration 0F: 2 clusters Score -1.770554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68956 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -17613636.000000 Penalty: 5871.929688
	Iteration 0F: 3 clusters Score -1.761364e+07 nChanged 66181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66525 members 
Mstep: Class 2 contains 71967 members 
Entering Unmasked Estep 
Score: -17651996.000000 Penalty: 5871.929688
	Iteration 1F: 3 clusters Score -1.7652e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -17653080.000000 Penalty: 5871.929688
	Iteration 2Q: 3 clusters Score -1.765308e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 75575 members 
Entering Unmasked Estep 
Score: -17654498.000000 Penalty: 5871.929688
	Iteration 3Q: 3 clusters Score -1.76545e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -17656356.000000 Penalty: 5871.929688
	Iteration 4Q: 3 clusters Score -1.765636e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -17659132.000000 Penalty: 5871.929688
	Iteration 5Q: 3 clusters Score -1.765913e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -17663740.000000 Penalty: 5871.929688
	Iteration 6F: 3 clusters Score -1.766374e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 99431 members 
Entering Unmasked Estep 
Score: -17670762.000000 Penalty: 5871.929688
	Iteration 7F: 3 clusters Score -1.767076e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 109719 members 
Entering Unmasked Estep 
Score: -17679420.000000 Penalty: 5871.929688
	Iteration 8F: 3 clusters Score -1.767942e+07 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 119667 members 
Entering Unmasked Estep 
Score: -17688152.000000 Penalty: 5871.929688
	Iteration 9F: 3 clusters Score -1.768815e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 127303 members 
Entering Unmasked Estep 
Score: -17694660.000000 Penalty: 5871.929688
	Iteration 10F: 3 clusters Score -1.769466e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 132192 members 
Entering Unmasked Estep 
Score: -17698646.000000 Penalty: 5871.929688
	Iteration 11Q: 3 clusters Score -1.769865e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 134882 members 
Entering Unmasked Estep 
Score: -17700730.000000 Penalty: 5871.929688
	Iteration 12Q: 3 clusters Score -1.770073e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 136242 members 
Entering Unmasked Estep 
Score: -17701726.000000 Penalty: 5871.929688
	Iteration 13Q: 3 clusters Score -1.770173e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 136914 members 
Entering Unmasked Estep 
Score: -17702258.000000 Penalty: 5871.929688
	Iteration 14Q: 3 clusters Score -1.770226e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 137277 members 
Entering Unmasked Estep 
Score: -17702530.000000 Penalty: 5871.929688
	Iteration 15Q: 3 clusters Score -1.770253e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 137482 members 
Entering Unmasked Estep 
Score: -17702638.000000 Penalty: 5871.929688
	Iteration 16Q: 3 clusters Score -1.770264e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 137611 members 
Entering Unmasked Estep 
Score: -17702714.000000 Penalty: 5871.929688
	Iteration 17Q: 3 clusters Score -1.770271e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 137683 members 
Entering Unmasked Estep 
Score: -17702804.000000 Penalty: 5871.929688
	Iteration 18Q: 3 clusters Score -1.77028e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 137728 members 
Entering Unmasked Estep 
Score: -17702874.000000 Penalty: 5871.929688
	Iteration 19Q: 3 clusters Score -1.770287e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 137755 members 
Entering Unmasked Estep 
Score: -17702918.000000 Penalty: 5871.929688
	Iteration 20F: 3 clusters Score -1.770292e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 137785 members 
Entering Unmasked Estep 
Score: -17702924.000000 Penalty: 5871.929688
	Iteration 21Q: 3 clusters Score -1.770292e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 137822 members 
Entering Unmasked Estep 
Score: -17702940.000000 Penalty: 5871.929688
	Iteration 22Q: 3 clusters Score -1.770294e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 137842 members 
Entering Unmasked Estep 
Score: -17702968.000000 Penalty: 5871.929688
	Iteration 23Q: 3 clusters Score -1.770297e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 137862 members 
Entering Unmasked Estep 
Score: -17702980.000000 Penalty: 5871.929688
	Iteration 24Q: 3 clusters Score -1.770298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 137877 members 
Entering Unmasked Estep 
Score: -17702974.000000 Penalty: 5871.929688
	Iteration 25Q: 3 clusters Score -1.770297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 137893 members 
Entering Unmasked Estep 
Score: -17702990.000000 Penalty: 5871.929688
	Iteration 26Q: 3 clusters Score -1.770299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 137907 members 
Entering Unmasked Estep 
Score: -17702998.000000 Penalty: 5871.929688
	Iteration 27Q: 3 clusters Score -1.7703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 137920 members 
Entering Unmasked Estep 
Score: -17703010.000000 Penalty: 5871.929688
	Iteration 28Q: 3 clusters Score -1.770301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 137925 members 
Entering Unmasked Estep 
Score: -17703006.000000 Penalty: 5871.929688
	Iteration 29Q: 3 clusters Score -1.770301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 137928 members 
Entering Unmasked Estep 
Score: -17703008.000000 Penalty: 5871.929688
	Iteration 30Q: 3 clusters Score -1.770301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 137930 members 
Entering Unmasked Estep 
Score: -17703014.000000 Penalty: 5871.929688
	Iteration 31Q: 3 clusters Score -1.770301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 137931 members 
Entering Unmasked Estep 
Score: -17703006.000000 Penalty: 5871.929688
	Iteration 32Q: 3 clusters Score -1.770301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 137929 members 
Entering Unmasked Estep 
Score: -17703018.000000 Penalty: 5871.929688
	Iteration 33Q: 3 clusters Score -1.770302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 137933 members 
Entering Unmasked Estep 
Score: -17703010.000000 Penalty: 5871.929688
	Iteration 34Q: 3 clusters Score -1.770301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 137935 members 
Entering Unmasked Estep 
Score: -17703034.000000 Penalty: 5871.929688
	Iteration 35Q: 3 clusters Score -1.770303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 137939 members 
Entering Unmasked Estep 
Score: -17703040.000000 Penalty: 5871.929688
	Iteration 36Q: 3 clusters Score -1.770304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 137946 members 
Entering Unmasked Estep 
Score: -17703050.000000 Penalty: 5871.929688
	Iteration 37Q: 3 clusters Score -1.770305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 137950 members 
Entering Unmasked Estep 
Score: -17703048.000000 Penalty: 5871.929688
	Iteration 38Q: 3 clusters Score -1.770305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 137949 members 
Entering Unmasked Estep 
Score: -17703048.000000 Penalty: 5871.929688
	Iteration 39Q: 3 clusters Score -1.770305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 137948 members 
Entering Unmasked Estep 
Score: -17703052.000000 Penalty: 5871.929688
	Iteration 40F: 3 clusters Score -1.770305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 137947 members 
Entering Unmasked Estep 
Score: -17703054.000000 Penalty: 5871.929688
	Iteration 41Q: 3 clusters Score -1.770305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 137947 members 
Entering Unmasked Estep 
Score: -17703052.000000 Penalty: 5871.929688
	Iteration 42Q: 3 clusters Score -1.770305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 137951 members 
Entering Unmasked Estep 
Score: -17703052.000000 Penalty: 5871.929688
	Iteration 43Q: 3 clusters Score -1.770305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 137955 members 
Entering Unmasked Estep 
Score: -17703060.000000 Penalty: 5871.929688
	Iteration 44Q: 3 clusters Score -1.770306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 137957 members 
Entering Unmasked Estep 
Score: -17703068.000000 Penalty: 5871.929688
	Iteration 45Q: 3 clusters Score -1.770307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 137961 members 
Entering Unmasked Estep 
Score: -17703062.000000 Penalty: 5871.929688
	Iteration 46Q: 3 clusters Score -1.770306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 137963 members 
Entering Unmasked Estep 
Score: -17703070.000000 Penalty: 5871.929688
	Iteration 47Q: 3 clusters Score -1.770307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 137963 members 
Entering Unmasked Estep 
Score: -17703062.000000 Penalty: 5871.929688
	Iteration 48Q: 3 clusters Score -1.770306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 137963 members 
Entering Unmasked Estep 
Score: -17703062.000000 Penalty: 5871.929688
	Iteration 49F: 3 clusters Score -1.770306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (152782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152782 members 
Entering Unmasked Estep 
Score: -19404722.000000 Penalty: 2960.318359
	Iteration 0F: 2 clusters Score -1.940472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -19302978.000000 Penalty: 5920.636719
	Iteration 0F: 3 clusters Score -1.930298e+07 nChanged 73092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 77191 members 
Entering Unmasked Estep 
Score: -19345530.000000 Penalty: 5920.636719
	Iteration 1F: 3 clusters Score -1.934553e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 77821 members 
Entering Unmasked Estep 
Score: -19346550.000000 Penalty: 5920.636719
	Iteration 2Q: 3 clusters Score -1.934655e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74077 members 
Mstep: Class 2 contains 78705 members 
Entering Unmasked Estep 
Score: -19347790.000000 Penalty: 5920.636719
	Iteration 3Q: 3 clusters Score -1.934779e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 79957 members 
Entering Unmasked Estep 
Score: -19349426.000000 Penalty: 5920.636719
	Iteration 4Q: 3 clusters Score -1.934943e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 81675 members 
Entering Unmasked Estep 
Score: -19351710.000000 Penalty: 5920.636719
	Iteration 5Q: 3 clusters Score -1.935171e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 83795 members 
Entering Unmasked Estep 
Score: -19355122.000000 Penalty: 5920.636719
	Iteration 6Q: 3 clusters Score -1.935512e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -19360476.000000 Penalty: 5920.636719
	Iteration 7F: 3 clusters Score -1.936048e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 87956 members 
Entering Unmasked Estep 
Score: -19367918.000000 Penalty: 5920.636719
	Iteration 8F: 3 clusters Score -1.936792e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 88476 members 
Entering Unmasked Estep 
Score: -19377822.000000 Penalty: 5920.636719
	Iteration 9F: 3 clusters Score -1.937782e+07 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 87456 members 
Entering Unmasked Estep 
Score: -19385994.000000 Penalty: 5920.636719
	Iteration 10F: 3 clusters Score -1.938599e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66621 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -19390080.000000 Penalty: 5920.636719
	Iteration 11F: 3 clusters Score -1.939008e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67967 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -19391946.000000 Penalty: 5920.636719
	Iteration 12Q: 3 clusters Score -1.939195e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -19393356.000000 Penalty: 5920.636719
	Iteration 13Q: 3 clusters Score -1.939336e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Mstep: Class 2 contains 81447 members 
Entering Unmasked Estep 
Score: -19394910.000000 Penalty: 5920.636719
	Iteration 14Q: 3 clusters Score -1.939491e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -19396560.000000 Penalty: 5920.636719
	Iteration 15Q: 3 clusters Score -1.939656e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 77413 members 
Entering Unmasked Estep 
Score: -19398076.000000 Penalty: 5920.636719
	Iteration 16Q: 3 clusters Score -1.939808e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Mstep: Class 2 contains 75470 members 
Entering Unmasked Estep 
Score: -19399426.000000 Penalty: 5920.636719
	Iteration 17Q: 3 clusters Score -1.939943e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78995 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -19400404.000000 Penalty: 5920.636719
	Iteration 18Q: 3 clusters Score -1.94004e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80367 members 
Mstep: Class 2 contains 72415 members 
Entering Unmasked Estep 
Score: -19400980.000000 Penalty: 5920.636719
	Iteration 19Q: 3 clusters Score -1.940098e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81608 members 
Mstep: Class 2 contains 71174 members 
Entering Unmasked Estep 
Score: -19401412.000000 Penalty: 5920.636719
	Iteration 20F: 3 clusters Score -1.940141e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Mstep: Class 2 contains 70013 members 
Entering Unmasked Estep 
Score: -19401592.000000 Penalty: 5920.636719
	Iteration 21Q: 3 clusters Score -1.940159e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83805 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -19401770.000000 Penalty: 5920.636719
	Iteration 22Q: 3 clusters Score -1.940177e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84809 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -19401932.000000 Penalty: 5920.636719
	Iteration 23Q: 3 clusters Score -1.940193e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -19402098.000000 Penalty: 5920.636719
	Iteration 24Q: 3 clusters Score -1.94021e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -19402258.000000 Penalty: 5920.636719
	Iteration 25Q: 3 clusters Score -1.940226e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -19402350.000000 Penalty: 5920.636719
	Iteration 26Q: 3 clusters Score -1.940235e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88669 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -19402486.000000 Penalty: 5920.636719
	Iteration 27Q: 3 clusters Score -1.940249e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89623 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -19402662.000000 Penalty: 5920.636719
	Iteration 28Q: 3 clusters Score -1.940266e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90547 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -19402778.000000 Penalty: 5920.636719
	Iteration 29Q: 3 clusters Score -1.940278e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91453 members 
Mstep: Class 2 contains 61329 members 
Entering Unmasked Estep 
Score: -19402950.000000 Penalty: 5920.636719
	Iteration 30Q: 3 clusters Score -1.940295e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92387 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -19403062.000000 Penalty: 5920.636719
	Iteration 31Q: 3 clusters Score -1.940306e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
Score: -19403190.000000 Penalty: 5920.636719
	Iteration 32Q: 3 clusters Score -1.940319e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -19403264.000000 Penalty: 5920.636719
	Iteration 33Q: 3 clusters Score -1.940326e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94899 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -19403346.000000 Penalty: 5920.636719
	Iteration 34Q: 3 clusters Score -1.940335e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95685 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -19403430.000000 Penalty: 5920.636719
	Iteration 35Q: 3 clusters Score -1.940343e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96430 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -19403550.000000 Penalty: 5920.636719
	Iteration 36Q: 3 clusters Score -1.940355e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97156 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -19403590.000000 Penalty: 5920.636719
	Iteration 37Q: 3 clusters Score -1.940359e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97894 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -19403698.000000 Penalty: 5920.636719
	Iteration 38Q: 3 clusters Score -1.94037e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98613 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -19403768.000000 Penalty: 5920.636719
	Iteration 39Q: 3 clusters Score -1.940377e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99271 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -19403814.000000 Penalty: 5920.636719
	Iteration 40F: 3 clusters Score -1.940381e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99928 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -19403912.000000 Penalty: 5920.636719
	Iteration 41Q: 3 clusters Score -1.940391e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100531 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -19403956.000000 Penalty: 5920.636719
	Iteration 42Q: 3 clusters Score -1.940396e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101087 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -19403972.000000 Penalty: 5920.636719
	Iteration 43Q: 3 clusters Score -1.940397e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -19403994.000000 Penalty: 5920.636719
	Iteration 44Q: 3 clusters Score -1.940399e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102180 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -19404070.000000 Penalty: 5920.636719
	Iteration 45Q: 3 clusters Score -1.940407e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102722 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -19404098.000000 Penalty: 5920.636719
	Iteration 46Q: 3 clusters Score -1.94041e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103257 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -19404116.000000 Penalty: 5920.636719
	Iteration 47Q: 3 clusters Score -1.940412e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103742 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -19404184.000000 Penalty: 5920.636719
	Iteration 48Q: 3 clusters Score -1.940418e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104222 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -19404238.000000 Penalty: 5920.636719
	Iteration 49Q: 3 clusters Score -1.940424e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104700 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -19404308.000000 Penalty: 5920.636719
	Iteration 50Q: 3 clusters Score -1.940431e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105182 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -19404344.000000 Penalty: 5920.636719
	Iteration 51Q: 3 clusters Score -1.940434e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105666 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -19404440.000000 Penalty: 5920.636719
	Iteration 52Q: 3 clusters Score -1.940444e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106148 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -19404414.000000 Penalty: 5920.636719
	Iteration 53Q: 3 clusters Score -1.940441e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106624 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -19404484.000000 Penalty: 5920.636719
	Iteration 54Q: 3 clusters Score -1.940448e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107053 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -19404588.000000 Penalty: 5920.636719
	Iteration 55Q: 3 clusters Score -1.940459e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107435 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -19404574.000000 Penalty: 5920.636719
	Iteration 56Q: 3 clusters Score -1.940457e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107813 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -19404608.000000 Penalty: 5920.636719
	Iteration 57Q: 3 clusters Score -1.940461e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108195 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -19404600.000000 Penalty: 5920.636719
	Iteration 58Q: 3 clusters Score -1.94046e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108536 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -19404726.000000 Penalty: 5920.636719
	Iteration 59Q: 3 clusters Score -1.940473e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108857 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -19404766.000000 Penalty: 5920.636719
	Iteration 60F: 3 clusters Score -1.940477e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109149 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -19404742.000000 Penalty: 5920.636719
	Iteration 61Q: 3 clusters Score -1.940474e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109423 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -19404740.000000 Penalty: 5920.636719
	Iteration 62Q: 3 clusters Score -1.940474e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109678 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -19404772.000000 Penalty: 5920.636719
	Iteration 63Q: 3 clusters Score -1.940477e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109935 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -19404802.000000 Penalty: 5920.636719
	Iteration 64Q: 3 clusters Score -1.94048e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110197 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -19404828.000000 Penalty: 5920.636719
	Iteration 65Q: 3 clusters Score -1.940483e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -19404882.000000 Penalty: 5920.636719
	Iteration 66Q: 3 clusters Score -1.940488e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110695 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -19404946.000000 Penalty: 5920.636719
	Iteration 67Q: 3 clusters Score -1.940495e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110910 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -19404928.000000 Penalty: 5920.636719
	Iteration 68Q: 3 clusters Score -1.940493e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111091 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -19404942.000000 Penalty: 5920.636719
	Iteration 69Q: 3 clusters Score -1.940494e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111269 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -19405000.000000 Penalty: 5920.636719
	Iteration 70Q: 3 clusters Score -1.9405e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111435 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -19404996.000000 Penalty: 5920.636719
	Iteration 71Q: 3 clusters Score -1.9405e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111600 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -19404984.000000 Penalty: 5920.636719
	Iteration 72Q: 3 clusters Score -1.940498e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111747 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -19405022.000000 Penalty: 5920.636719
	Iteration 73Q: 3 clusters Score -1.940502e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111896 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -19405008.000000 Penalty: 5920.636719
	Iteration 74Q: 3 clusters Score -1.940501e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112051 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -19405076.000000 Penalty: 5920.636719
	Iteration 75Q: 3 clusters Score -1.940508e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112190 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -19405072.000000 Penalty: 5920.636719
	Iteration 76Q: 3 clusters Score -1.940507e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112326 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -19405102.000000 Penalty: 5920.636719
	Iteration 77Q: 3 clusters Score -1.94051e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112457 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -19405106.000000 Penalty: 5920.636719
	Iteration 78Q: 3 clusters Score -1.940511e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112579 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -19405100.000000 Penalty: 5920.636719
	Iteration 79Q: 3 clusters Score -1.94051e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112690 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -19405140.000000 Penalty: 5920.636719
	Iteration 80F: 3 clusters Score -1.940514e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112790 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -19405110.000000 Penalty: 5920.636719
	Iteration 81Q: 3 clusters Score -1.940511e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112887 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -19405100.000000 Penalty: 5920.636719
	Iteration 82Q: 3 clusters Score -1.94051e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112990 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -19405104.000000 Penalty: 5920.636719
	Iteration 83Q: 3 clusters Score -1.94051e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113086 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -19405112.000000 Penalty: 5920.636719
	Iteration 84Q: 3 clusters Score -1.940511e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113186 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -19405148.000000 Penalty: 5920.636719
	Iteration 85Q: 3 clusters Score -1.940515e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113276 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -19405138.000000 Penalty: 5920.636719
	Iteration 86Q: 3 clusters Score -1.940514e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113356 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -19405140.000000 Penalty: 5920.636719
	Iteration 87Q: 3 clusters Score -1.940514e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113445 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -19405122.000000 Penalty: 5920.636719
	Iteration 88Q: 3 clusters Score -1.940512e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113530 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -19405126.000000 Penalty: 5920.636719
	Iteration 89Q: 3 clusters Score -1.940513e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113628 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -19405118.000000 Penalty: 5920.636719
	Iteration 90Q: 3 clusters Score -1.940512e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113727 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -19405106.000000 Penalty: 5920.636719
	Iteration 91Q: 3 clusters Score -1.940511e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113810 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -19405116.000000 Penalty: 5920.636719
	Iteration 92Q: 3 clusters Score -1.940512e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113884 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -19405092.000000 Penalty: 5920.636719
	Iteration 93Q: 3 clusters Score -1.940509e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113965 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -19405120.000000 Penalty: 5920.636719
	Iteration 94Q: 3 clusters Score -1.940512e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114041 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -19405100.000000 Penalty: 5920.636719
	Iteration 95Q: 3 clusters Score -1.94051e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114119 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -19405134.000000 Penalty: 5920.636719
	Iteration 96Q: 3 clusters Score -1.940513e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114198 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -19405130.000000 Penalty: 5920.636719
	Iteration 97Q: 3 clusters Score -1.940513e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114281 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -19405126.000000 Penalty: 5920.636719
	Iteration 98Q: 3 clusters Score -1.940513e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114357 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -19405150.000000 Penalty: 5920.636719
	Iteration 99Q: 3 clusters Score -1.940515e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114430 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -19405184.000000 Penalty: 5920.636719
	Iteration 100F: 3 clusters Score -1.940518e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114495 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -19405184.000000 Penalty: 5920.636719
	Iteration 101Q: 3 clusters Score -1.940518e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114571 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -19405184.000000 Penalty: 5920.636719
	Iteration 102Q: 3 clusters Score -1.940518e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114639 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -19405188.000000 Penalty: 5920.636719
	Iteration 103Q: 3 clusters Score -1.940519e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114711 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -19405222.000000 Penalty: 5920.636719
	Iteration 104Q: 3 clusters Score -1.940522e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114793 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -19405234.000000 Penalty: 5920.636719
	Iteration 105Q: 3 clusters Score -1.940523e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114882 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -19405224.000000 Penalty: 5920.636719
	Iteration 106Q: 3 clusters Score -1.940522e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114965 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -19405224.000000 Penalty: 5920.636719
	Iteration 107Q: 3 clusters Score -1.940522e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115068 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -19405212.000000 Penalty: 5920.636719
	Iteration 108Q: 3 clusters Score -1.940521e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115172 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -19405222.000000 Penalty: 5920.636719
	Iteration 109Q: 3 clusters Score -1.940522e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115262 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -19405260.000000 Penalty: 5920.636719
	Iteration 110Q: 3 clusters Score -1.940526e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115357 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -19405244.000000 Penalty: 5920.636719
	Iteration 111Q: 3 clusters Score -1.940524e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115444 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -19405248.000000 Penalty: 5920.636719
	Iteration 112Q: 3 clusters Score -1.940525e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115509 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -19405212.000000 Penalty: 5920.636719
	Iteration 113Q: 3 clusters Score -1.940521e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115584 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -19405212.000000 Penalty: 5920.636719
	Iteration 114Q: 3 clusters Score -1.940521e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115654 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -19405250.000000 Penalty: 5920.636719
	Iteration 115Q: 3 clusters Score -1.940525e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115726 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -19405278.000000 Penalty: 5920.636719
	Iteration 116Q: 3 clusters Score -1.940528e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115782 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -19405270.000000 Penalty: 5920.636719
	Iteration 117Q: 3 clusters Score -1.940527e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115825 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -19405286.000000 Penalty: 5920.636719
	Iteration 118Q: 3 clusters Score -1.940529e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115865 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -19405288.000000 Penalty: 5920.636719
	Iteration 119Q: 3 clusters Score -1.940529e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115907 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -19405312.000000 Penalty: 5920.636719
	Iteration 120F: 3 clusters Score -1.940531e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115945 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -19405306.000000 Penalty: 5920.636719
	Iteration 121Q: 3 clusters Score -1.940531e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115977 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -19405320.000000 Penalty: 5920.636719
	Iteration 122Q: 3 clusters Score -1.940532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116000 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -19405310.000000 Penalty: 5920.636719
	Iteration 123Q: 3 clusters Score -1.940531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116018 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -19405302.000000 Penalty: 5920.636719
	Iteration 124Q: 3 clusters Score -1.94053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116030 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -19405286.000000 Penalty: 5920.636719
	Iteration 125Q: 3 clusters Score -1.940529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116045 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -19405282.000000 Penalty: 5920.636719
	Iteration 126Q: 3 clusters Score -1.940528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116063 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -19405276.000000 Penalty: 5920.636719
	Iteration 127Q: 3 clusters Score -1.940528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116084 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -19405256.000000 Penalty: 5920.636719
	Iteration 128Q: 3 clusters Score -1.940526e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116105 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -19405242.000000 Penalty: 5920.636719
	Iteration 129Q: 3 clusters Score -1.940524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116122 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -19405250.000000 Penalty: 5920.636719
	Iteration 130Q: 3 clusters Score -1.940525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116136 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -19405246.000000 Penalty: 5920.636719
	Iteration 131Q: 3 clusters Score -1.940525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116156 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -19405256.000000 Penalty: 5920.636719
	Iteration 132Q: 3 clusters Score -1.940526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116169 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -19405262.000000 Penalty: 5920.636719
	Iteration 133Q: 3 clusters Score -1.940526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116188 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -19405270.000000 Penalty: 5920.636719
	Iteration 134Q: 3 clusters Score -1.940527e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116221 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -19405258.000000 Penalty: 5920.636719
	Iteration 135Q: 3 clusters Score -1.940526e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116258 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -19405258.000000 Penalty: 5920.636719
	Iteration 136Q: 3 clusters Score -1.940526e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116297 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -19405240.000000 Penalty: 5920.636719
	Iteration 137Q: 3 clusters Score -1.940524e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116343 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -19405252.000000 Penalty: 5920.636719
	Iteration 138Q: 3 clusters Score -1.940525e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116393 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -19405248.000000 Penalty: 5920.636719
	Iteration 139Q: 3 clusters Score -1.940525e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116447 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -19405274.000000 Penalty: 5920.636719
	Iteration 140F: 3 clusters Score -1.940527e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116511 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -19405294.000000 Penalty: 5920.636719
	Iteration 141Q: 3 clusters Score -1.940529e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116561 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -19405290.000000 Penalty: 5920.636719
	Iteration 142Q: 3 clusters Score -1.940529e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116601 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -19405288.000000 Penalty: 5920.636719
	Iteration 143Q: 3 clusters Score -1.940529e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116636 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -19405286.000000 Penalty: 5920.636719
	Iteration 144Q: 3 clusters Score -1.940529e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116669 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -19405286.000000 Penalty: 5920.636719
	Iteration 145Q: 3 clusters Score -1.940529e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116707 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -19405300.000000 Penalty: 5920.636719
	Iteration 146Q: 3 clusters Score -1.94053e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116740 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -19405280.000000 Penalty: 5920.636719
	Iteration 147Q: 3 clusters Score -1.940528e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116776 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -19405278.000000 Penalty: 5920.636719
	Iteration 148Q: 3 clusters Score -1.940528e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116802 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -19405274.000000 Penalty: 5920.636719
	Iteration 149Q: 3 clusters Score -1.940527e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116830 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -19405274.000000 Penalty: 5920.636719
	Iteration 150Q: 3 clusters Score -1.940527e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116862 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -19405250.000000 Penalty: 5920.636719
	Iteration 151Q: 3 clusters Score -1.940525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116885 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -19405268.000000 Penalty: 5920.636719
	Iteration 152Q: 3 clusters Score -1.940527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116912 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -19405276.000000 Penalty: 5920.636719
	Iteration 153Q: 3 clusters Score -1.940528e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116939 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -19405286.000000 Penalty: 5920.636719
	Iteration 154Q: 3 clusters Score -1.940529e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116959 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -19405286.000000 Penalty: 5920.636719
	Iteration 155Q: 3 clusters Score -1.940529e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116987 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -19405282.000000 Penalty: 5920.636719
	Iteration 156Q: 3 clusters Score -1.940528e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117018 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -19405282.000000 Penalty: 5920.636719
	Iteration 157Q: 3 clusters Score -1.940528e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117051 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -19405284.000000 Penalty: 5920.636719
	Iteration 158Q: 3 clusters Score -1.940528e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117075 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -19405276.000000 Penalty: 5920.636719
	Iteration 159Q: 3 clusters Score -1.940528e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117101 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -19405276.000000 Penalty: 5920.636719
	Iteration 160F: 3 clusters Score -1.940528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117122 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -19405276.000000 Penalty: 5920.636719
	Iteration 161Q: 3 clusters Score -1.940528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117143 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -19405292.000000 Penalty: 5920.636719
	Iteration 162Q: 3 clusters Score -1.940529e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117168 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -19405280.000000 Penalty: 5920.636719
	Iteration 163Q: 3 clusters Score -1.940528e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117195 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -19405270.000000 Penalty: 5920.636719
	Iteration 164Q: 3 clusters Score -1.940527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117222 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -19405264.000000 Penalty: 5920.636719
	Iteration 165Q: 3 clusters Score -1.940526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117238 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -19405262.000000 Penalty: 5920.636719
	Iteration 166Q: 3 clusters Score -1.940526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -19405264.000000 Penalty: 5920.636719
	Iteration 167Q: 3 clusters Score -1.940526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117272 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -19405240.000000 Penalty: 5920.636719
	Iteration 168Q: 3 clusters Score -1.940524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117286 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -19405236.000000 Penalty: 5920.636719
	Iteration 169Q: 3 clusters Score -1.940524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117298 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -19405260.000000 Penalty: 5920.636719
	Iteration 170Q: 3 clusters Score -1.940526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117314 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -19405276.000000 Penalty: 5920.636719
	Iteration 171Q: 3 clusters Score -1.940528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117330 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -19405258.000000 Penalty: 5920.636719
	Iteration 172Q: 3 clusters Score -1.940526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117342 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -19405260.000000 Penalty: 5920.636719
	Iteration 173Q: 3 clusters Score -1.940526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117354 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -19405260.000000 Penalty: 5920.636719
	Iteration 174Q: 3 clusters Score -1.940526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117366 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -19405252.000000 Penalty: 5920.636719
	Iteration 175Q: 3 clusters Score -1.940525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117377 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -19405236.000000 Penalty: 5920.636719
	Iteration 176Q: 3 clusters Score -1.940524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117390 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -19405232.000000 Penalty: 5920.636719
	Iteration 177Q: 3 clusters Score -1.940523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117409 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -19405232.000000 Penalty: 5920.636719
	Iteration 178Q: 3 clusters Score -1.940523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117428 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -19405226.000000 Penalty: 5920.636719
	Iteration 179Q: 3 clusters Score -1.940523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117440 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -19405234.000000 Penalty: 5920.636719
	Iteration 180F: 3 clusters Score -1.940523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117459 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -19405210.000000 Penalty: 5920.636719
	Iteration 181Q: 3 clusters Score -1.940521e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117481 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -19405220.000000 Penalty: 5920.636719
	Iteration 182Q: 3 clusters Score -1.940522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117503 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -19405240.000000 Penalty: 5920.636719
	Iteration 183Q: 3 clusters Score -1.940524e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117527 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -19405238.000000 Penalty: 5920.636719
	Iteration 184Q: 3 clusters Score -1.940524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117548 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -19405220.000000 Penalty: 5920.636719
	Iteration 185Q: 3 clusters Score -1.940522e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117569 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -19405222.000000 Penalty: 5920.636719
	Iteration 186Q: 3 clusters Score -1.940522e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117587 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -19405236.000000 Penalty: 5920.636719
	Iteration 187Q: 3 clusters Score -1.940524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117605 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -19405232.000000 Penalty: 5920.636719
	Iteration 188Q: 3 clusters Score -1.940523e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117632 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -19405236.000000 Penalty: 5920.636719
	Iteration 189Q: 3 clusters Score -1.940524e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117647 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -19405238.000000 Penalty: 5920.636719
	Iteration 190Q: 3 clusters Score -1.940524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117664 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -19405228.000000 Penalty: 5920.636719
	Iteration 191Q: 3 clusters Score -1.940523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117675 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -19405222.000000 Penalty: 5920.636719
	Iteration 192Q: 3 clusters Score -1.940522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117690 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -19405216.000000 Penalty: 5920.636719
	Iteration 193Q: 3 clusters Score -1.940522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117698 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -19405208.000000 Penalty: 5920.636719
	Iteration 194Q: 3 clusters Score -1.940521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117707 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -19405224.000000 Penalty: 5920.636719
	Iteration 195Q: 3 clusters Score -1.940522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117710 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -19405226.000000 Penalty: 5920.636719
	Iteration 196Q: 3 clusters Score -1.940523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117713 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -19405224.000000 Penalty: 5920.636719
	Iteration 197Q: 3 clusters Score -1.940522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117717 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -19405224.000000 Penalty: 5920.636719
	Iteration 198Q: 3 clusters Score -1.940522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117718 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -19405218.000000 Penalty: 5920.636719
	Iteration 199Q: 3 clusters Score -1.940522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117721 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -19405218.000000 Penalty: 5920.636719
	Iteration 200F: 3 clusters Score -1.940522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117724 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -19405218.000000 Penalty: 5920.636719
	Iteration 201Q: 3 clusters Score -1.940522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117728 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -19405212.000000 Penalty: 5920.636719
	Iteration 202Q: 3 clusters Score -1.940521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117732 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -19405220.000000 Penalty: 5920.636719
	Iteration 203Q: 3 clusters Score -1.940522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117735 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -19405224.000000 Penalty: 5920.636719
	Iteration 204Q: 3 clusters Score -1.940522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117739 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -19405228.000000 Penalty: 5920.636719
	Iteration 205Q: 3 clusters Score -1.940523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117743 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -19405222.000000 Penalty: 5920.636719
	Iteration 206Q: 3 clusters Score -1.940522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117745 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -19405220.000000 Penalty: 5920.636719
	Iteration 207Q: 3 clusters Score -1.940522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117748 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -19405224.000000 Penalty: 5920.636719
	Iteration 208Q: 3 clusters Score -1.940522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117750 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -19405224.000000 Penalty: 5920.636719
	Iteration 209Q: 3 clusters Score -1.940522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117752 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -19405216.000000 Penalty: 5920.636719
	Iteration 210Q: 3 clusters Score -1.940522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117755 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -19405220.000000 Penalty: 5920.636719
	Iteration 211Q: 3 clusters Score -1.940522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117756 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -19405228.000000 Penalty: 5920.636719
	Iteration 212Q: 3 clusters Score -1.940523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117756 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -19405228.000000 Penalty: 5920.636719
	Iteration 213F: 3 clusters Score -1.940523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76981 members 
Mstep: Class 3 contains 78563 members 
Mstep: Class 4 contains 138492 members 
Mstep: Class 5 contains 117756 members 
Mstep: Class 6 contains 79328 members 
Mstep: Class 7 contains 35026 members 
Mstep: Class 8 contains 148392 members 
Mstep: Class 9 contains 24563 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 155670 members 
Mstep: Class 12 contains 168113 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 162551 members 
Mstep: Class 16 contains 79194 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8135 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
Score: -161326400.000000 Penalty: 73281.218750
Splitting cluster 5 changes total score from -161328480.000000 to -161326400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (79328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Entering Unmasked Estep 
Score: -9834653.000000 Penalty: 2797.773926
	Iteration 0F: 2 clusters Score -9834653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -9781507.000000 Penalty: 5595.547852
	Iteration 0F: 3 clusters Score -9781507 nChanged 37294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -9802640.000000 Penalty: 5595.547852
	Iteration 1F: 3 clusters Score -9802640 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -9803216.000000 Penalty: 5595.547852
	Iteration 2Q: 3 clusters Score -9803216 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -9803882.000000 Penalty: 5595.547852
	Iteration 3Q: 3 clusters Score -9803882 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -9804592.000000 Penalty: 5595.547852
	Iteration 4Q: 3 clusters Score -9804592 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -9805393.000000 Penalty: 5595.547852
	Iteration 5Q: 3 clusters Score -9805393 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -9806349.000000 Penalty: 5595.547852
	Iteration 6Q: 3 clusters Score -9806349 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -9807812.000000 Penalty: 5595.547852
	Iteration 7Q: 3 clusters Score -9807812 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -9809561.000000 Penalty: 5595.547852
	Iteration 8Q: 3 clusters Score -9809561 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -9811882.000000 Penalty: 5595.547852
	Iteration 9F: 3 clusters Score -9811882 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -9814875.000000 Penalty: 5595.547852
	Iteration 10F: 3 clusters Score -9814875 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -9818115.000000 Penalty: 5595.547852
	Iteration 11F: 3 clusters Score -9818115 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -9821435.000000 Penalty: 5595.547852
	Iteration 12F: 3 clusters Score -9821435 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -9824385.000000 Penalty: 5595.547852
	Iteration 13F: 3 clusters Score -9824385 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -9826654.000000 Penalty: 5595.547852
	Iteration 14Q: 3 clusters Score -9826654 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -9828186.000000 Penalty: 5595.547852
	Iteration 15Q: 3 clusters Score -9828186 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -9829246.000000 Penalty: 5595.547852
	Iteration 16Q: 3 clusters Score -9829246 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -9830093.000000 Penalty: 5595.547852
	Iteration 17Q: 3 clusters Score -9830093 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 55649 members 
Entering Unmasked Estep 
Score: -9830782.000000 Penalty: 5595.547852
	Iteration 18Q: 3 clusters Score -9830782 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -9831177.000000 Penalty: 5595.547852
	Iteration 19Q: 3 clusters Score -9831177 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -9831579.000000 Penalty: 5595.547852
	Iteration 20F: 3 clusters Score -9831579 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -9831938.000000 Penalty: 5595.547852
	Iteration 21Q: 3 clusters Score -9831938 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -9832232.000000 Penalty: 5595.547852
	Iteration 22Q: 3 clusters Score -9832232 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -9832407.000000 Penalty: 5595.547852
	Iteration 23Q: 3 clusters Score -9832407 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 62648 members 
Entering Unmasked Estep 
Score: -9832583.000000 Penalty: 5595.547852
	Iteration 24Q: 3 clusters Score -9832583 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -9832756.000000 Penalty: 5595.547852
	Iteration 25Q: 3 clusters Score -9832756 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -9832889.000000 Penalty: 5595.547852
	Iteration 26Q: 3 clusters Score -9832889 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -9832970.000000 Penalty: 5595.547852
	Iteration 27Q: 3 clusters Score -9832970 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -9833070.000000 Penalty: 5595.547852
	Iteration 28Q: 3 clusters Score -9833070 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -9833146.000000 Penalty: 5595.547852
	Iteration 29Q: 3 clusters Score -9833146 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -9833181.000000 Penalty: 5595.547852
	Iteration 30Q: 3 clusters Score -9833181 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 66539 members 
Entering Unmasked Estep 
Score: -9833239.000000 Penalty: 5595.547852
	Iteration 31Q: 3 clusters Score -9833239 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 66902 members 
Entering Unmasked Estep 
Score: -9833323.000000 Penalty: 5595.547852
	Iteration 32Q: 3 clusters Score -9833323 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 67241 members 
Entering Unmasked Estep 
Score: -9833375.000000 Penalty: 5595.547852
	Iteration 33Q: 3 clusters Score -9833375 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 67543 members 
Entering Unmasked Estep 
Score: -9833417.000000 Penalty: 5595.547852
	Iteration 34Q: 3 clusters Score -9833417 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -9833490.000000 Penalty: 5595.547852
	Iteration 35Q: 3 clusters Score -9833490 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 68066 members 
Entering Unmasked Estep 
Score: -9833508.000000 Penalty: 5595.547852
	Iteration 36Q: 3 clusters Score -9833508 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -9833567.000000 Penalty: 5595.547852
	Iteration 37Q: 3 clusters Score -9833567 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 68515 members 
Entering Unmasked Estep 
Score: -9833605.000000 Penalty: 5595.547852
	Iteration 38Q: 3 clusters Score -9833605 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -9833639.000000 Penalty: 5595.547852
	Iteration 39Q: 3 clusters Score -9833639 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 68912 members 
Entering Unmasked Estep 
Score: -9833673.000000 Penalty: 5595.547852
	Iteration 40F: 3 clusters Score -9833673 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 69061 members 
Entering Unmasked Estep 
Score: -9833684.000000 Penalty: 5595.547852
	Iteration 41Q: 3 clusters Score -9833684 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 69187 members 
Entering Unmasked Estep 
Score: -9833675.000000 Penalty: 5595.547852
	Iteration 42Q: 3 clusters Score -9833675 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 69309 members 
Entering Unmasked Estep 
Score: -9833699.000000 Penalty: 5595.547852
	Iteration 43Q: 3 clusters Score -9833699 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -9833699.000000 Penalty: 5595.547852
	Iteration 44Q: 3 clusters Score -9833699 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 69538 members 
Entering Unmasked Estep 
Score: -9833703.000000 Penalty: 5595.547852
	Iteration 45Q: 3 clusters Score -9833703 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 69628 members 
Entering Unmasked Estep 
Score: -9833710.000000 Penalty: 5595.547852
	Iteration 46Q: 3 clusters Score -9833710 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -9833734.000000 Penalty: 5595.547852
	Iteration 47Q: 3 clusters Score -9833734 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -9833752.000000 Penalty: 5595.547852
	Iteration 48Q: 3 clusters Score -9833752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 69865 members 
Entering Unmasked Estep 
Score: -9833763.000000 Penalty: 5595.547852
	Iteration 49Q: 3 clusters Score -9833763 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 69943 members 
Entering Unmasked Estep 
Score: -9833762.000000 Penalty: 5595.547852
	Iteration 50Q: 3 clusters Score -9833762 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 70012 members 
Entering Unmasked Estep 
Score: -9833754.000000 Penalty: 5595.547852
	Iteration 51Q: 3 clusters Score -9833754 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 70077 members 
Entering Unmasked Estep 
Score: -9833737.000000 Penalty: 5595.547852
	Iteration 52Q: 3 clusters Score -9833737 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -9833761.000000 Penalty: 5595.547852
	Iteration 53Q: 3 clusters Score -9833761 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -9833763.000000 Penalty: 5595.547852
	Iteration 54Q: 3 clusters Score -9833763 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -9833777.000000 Penalty: 5595.547852
	Iteration 55Q: 3 clusters Score -9833777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 70305 members 
Entering Unmasked Estep 
Score: -9833775.000000 Penalty: 5595.547852
	Iteration 56Q: 3 clusters Score -9833775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 70337 members 
Entering Unmasked Estep 
Score: -9833780.000000 Penalty: 5595.547852
	Iteration 57Q: 3 clusters Score -9833780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 70363 members 
Entering Unmasked Estep 
Score: -9833788.000000 Penalty: 5595.547852
	Iteration 58Q: 3 clusters Score -9833788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 70387 members 
Entering Unmasked Estep 
Score: -9833800.000000 Penalty: 5595.547852
	Iteration 59Q: 3 clusters Score -9833800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 70415 members 
Entering Unmasked Estep 
Score: -9833784.000000 Penalty: 5595.547852
	Iteration 60F: 3 clusters Score -9833784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 70444 members 
Entering Unmasked Estep 
Score: -9833800.000000 Penalty: 5595.547852
	Iteration 61Q: 3 clusters Score -9833800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 70475 members 
Entering Unmasked Estep 
Score: -9833817.000000 Penalty: 5595.547852
	Iteration 62Q: 3 clusters Score -9833817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -9833800.000000 Penalty: 5595.547852
	Iteration 63Q: 3 clusters Score -9833800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 70529 members 
Entering Unmasked Estep 
Score: -9833797.000000 Penalty: 5595.547852
	Iteration 64Q: 3 clusters Score -9833797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -9833787.000000 Penalty: 5595.547852
	Iteration 65Q: 3 clusters Score -9833787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -9833772.000000 Penalty: 5595.547852
	Iteration 66Q: 3 clusters Score -9833772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -9833769.000000 Penalty: 5595.547852
	Iteration 67Q: 3 clusters Score -9833769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -9833782.000000 Penalty: 5595.547852
	Iteration 68Q: 3 clusters Score -9833782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 70626 members 
Entering Unmasked Estep 
Score: -9833783.000000 Penalty: 5595.547852
	Iteration 69Q: 3 clusters Score -9833783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 70640 members 
Entering Unmasked Estep 
Score: -9833788.000000 Penalty: 5595.547852
	Iteration 70Q: 3 clusters Score -9833788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 70651 members 
Entering Unmasked Estep 
Score: -9833795.000000 Penalty: 5595.547852
	Iteration 71Q: 3 clusters Score -9833795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -9833808.000000 Penalty: 5595.547852
	Iteration 72Q: 3 clusters Score -9833808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -9833808.000000 Penalty: 5595.547852
	Iteration 73Q: 3 clusters Score -9833808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -9833800.000000 Penalty: 5595.547852
	Iteration 74Q: 3 clusters Score -9833800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -9833799.000000 Penalty: 5595.547852
	Iteration 75Q: 3 clusters Score -9833799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 70700 members 
Entering Unmasked Estep 
Score: -9833802.000000 Penalty: 5595.547852
	Iteration 76Q: 3 clusters Score -9833802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 70702 members 
Entering Unmasked Estep 
Score: -9833807.000000 Penalty: 5595.547852
	Iteration 77Q: 3 clusters Score -9833807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 70705 members 
Entering Unmasked Estep 
Score: -9833803.000000 Penalty: 5595.547852
	Iteration 78Q: 3 clusters Score -9833803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 70708 members 
Entering Unmasked Estep 
Score: -9833799.000000 Penalty: 5595.547852
	Iteration 79Q: 3 clusters Score -9833799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 70712 members 
Entering Unmasked Estep 
Score: -9833803.000000 Penalty: 5595.547852
	Iteration 80F: 3 clusters Score -9833803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 70714 members 
Entering Unmasked Estep 
Score: -9833799.000000 Penalty: 5595.547852
	Iteration 81Q: 3 clusters Score -9833799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 70714 members 
Entering Unmasked Estep 
Score: -9833799.000000 Penalty: 5595.547852
	Iteration 82F: 3 clusters Score -9833799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (148392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148392 members 
Entering Unmasked Estep 
Score: -19123792.000000 Penalty: 2953.087891
	Iteration 0F: 2 clusters Score -1.912379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 74497 members 
Entering Unmasked Estep 
Score: -19028716.000000 Penalty: 5906.175781
	Iteration 0F: 3 clusters Score -1.902872e+07 nChanged 70856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -19070580.000000 Penalty: 5906.175781
	Iteration 1F: 3 clusters Score -1.907058e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -19072434.000000 Penalty: 5906.175781
	Iteration 2Q: 3 clusters Score -1.907243e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 88788 members 
Entering Unmasked Estep 
Score: -19075680.000000 Penalty: 5906.175781
	Iteration 3Q: 3 clusters Score -1.907568e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 96103 members 
Entering Unmasked Estep 
Score: -19080420.000000 Penalty: 5906.175781
	Iteration 4F: 3 clusters Score -1.908042e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 105300 members 
Entering Unmasked Estep 
Score: -19087486.000000 Penalty: 5906.175781
	Iteration 5F: 3 clusters Score -1.908749e+07 nChanged 11212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 115370 members 
Entering Unmasked Estep 
Score: -19096468.000000 Penalty: 5906.175781
	Iteration 6F: 3 clusters Score -1.909647e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 124245 members 
Entering Unmasked Estep 
Score: -19104790.000000 Penalty: 5906.175781
	Iteration 7F: 3 clusters Score -1.910479e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 130491 members 
Entering Unmasked Estep 
Score: -19110664.000000 Penalty: 5906.175781
	Iteration 8Q: 3 clusters Score -1.911066e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 134464 members 
Entering Unmasked Estep 
Score: -19114150.000000 Penalty: 5906.175781
	Iteration 9Q: 3 clusters Score -1.911415e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 136921 members 
Entering Unmasked Estep 
Score: -19116080.000000 Penalty: 5906.175781
	Iteration 10Q: 3 clusters Score -1.911608e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 138805 members 
Entering Unmasked Estep 
Score: -19117424.000000 Penalty: 5906.175781
	Iteration 11Q: 3 clusters Score -1.911742e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 140350 members 
Entering Unmasked Estep 
Score: -19118250.000000 Penalty: 5906.175781
	Iteration 12Q: 3 clusters Score -1.911825e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 141602 members 
Entering Unmasked Estep 
Score: -19118848.000000 Penalty: 5906.175781
	Iteration 13Q: 3 clusters Score -1.911885e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 142648 members 
Entering Unmasked Estep 
Score: -19119226.000000 Penalty: 5906.175781
	Iteration 14Q: 3 clusters Score -1.911923e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 143535 members 
Entering Unmasked Estep 
Score: -19119566.000000 Penalty: 5906.175781
	Iteration 15Q: 3 clusters Score -1.911957e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 144259 members 
Entering Unmasked Estep 
Score: -19119928.000000 Penalty: 5906.175781
	Iteration 16Q: 3 clusters Score -1.911993e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 144859 members 
Entering Unmasked Estep 
Score: -19120204.000000 Penalty: 5906.175781
	Iteration 17Q: 3 clusters Score -1.91202e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 145401 members 
Entering Unmasked Estep 
Score: -19120494.000000 Penalty: 5906.175781
	Iteration 18Q: 3 clusters Score -1.912049e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 145807 members 
Entering Unmasked Estep 
Score: -19120608.000000 Penalty: 5906.175781
	Iteration 19Q: 3 clusters Score -1.912061e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 146178 members 
Entering Unmasked Estep 
Score: -19120812.000000 Penalty: 5906.175781
	Iteration 20F: 3 clusters Score -1.912081e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 146474 members 
Entering Unmasked Estep 
Score: -19120894.000000 Penalty: 5906.175781
	Iteration 21Q: 3 clusters Score -1.912089e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 146734 members 
Entering Unmasked Estep 
Score: -19121006.000000 Penalty: 5906.175781
	Iteration 22Q: 3 clusters Score -1.912101e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 146948 members 
Entering Unmasked Estep 
Score: -19121160.000000 Penalty: 5906.175781
	Iteration 23Q: 3 clusters Score -1.912116e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 147092 members 
Entering Unmasked Estep 
Score: -19121220.000000 Penalty: 5906.175781
	Iteration 24Q: 3 clusters Score -1.912122e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 147212 members 
Entering Unmasked Estep 
Score: -19121286.000000 Penalty: 5906.175781
	Iteration 25Q: 3 clusters Score -1.912129e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 147291 members 
Entering Unmasked Estep 
Score: -19121344.000000 Penalty: 5906.175781
	Iteration 26Q: 3 clusters Score -1.912134e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 147354 members 
Entering Unmasked Estep 
Score: -19121350.000000 Penalty: 5906.175781
	Iteration 27Q: 3 clusters Score -1.912135e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 147405 members 
Entering Unmasked Estep 
Score: -19121408.000000 Penalty: 5906.175781
	Iteration 28Q: 3 clusters Score -1.912141e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 147441 members 
Entering Unmasked Estep 
Score: -19121402.000000 Penalty: 5906.175781
	Iteration 29Q: 3 clusters Score -1.91214e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 147478 members 
Entering Unmasked Estep 
Score: -19121434.000000 Penalty: 5906.175781
	Iteration 30Q: 3 clusters Score -1.912143e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 147504 members 
Entering Unmasked Estep 
Score: -19121416.000000 Penalty: 5906.175781
	Iteration 31Q: 3 clusters Score -1.912142e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 147528 members 
Entering Unmasked Estep 
Score: -19121434.000000 Penalty: 5906.175781
	Iteration 32Q: 3 clusters Score -1.912143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 147547 members 
Entering Unmasked Estep 
Score: -19121434.000000 Penalty: 5906.175781
	Iteration 33Q: 3 clusters Score -1.912143e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 147570 members 
Entering Unmasked Estep 
Score: -19121470.000000 Penalty: 5906.175781
	Iteration 34Q: 3 clusters Score -1.912147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 147581 members 
Entering Unmasked Estep 
Score: -19121462.000000 Penalty: 5906.175781
	Iteration 35Q: 3 clusters Score -1.912146e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 147596 members 
Entering Unmasked Estep 
Score: -19121476.000000 Penalty: 5906.175781
	Iteration 36Q: 3 clusters Score -1.912148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 147605 members 
Entering Unmasked Estep 
Score: -19121482.000000 Penalty: 5906.175781
	Iteration 37Q: 3 clusters Score -1.912148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 147609 members 
Entering Unmasked Estep 
Score: -19121480.000000 Penalty: 5906.175781
	Iteration 38Q: 3 clusters Score -1.912148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 147611 members 
Entering Unmasked Estep 
Score: -19121494.000000 Penalty: 5906.175781
	Iteration 39Q: 3 clusters Score -1.912149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 147616 members 
Entering Unmasked Estep 
Score: -19121492.000000 Penalty: 5906.175781
	Iteration 40F: 3 clusters Score -1.912149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 147617 members 
Entering Unmasked Estep 
Score: -19121494.000000 Penalty: 5906.175781
	Iteration 41Q: 3 clusters Score -1.912149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 147619 members 
Entering Unmasked Estep 
Score: -19121490.000000 Penalty: 5906.175781
	Iteration 42Q: 3 clusters Score -1.912149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 147621 members 
Entering Unmasked Estep 
Score: -19121502.000000 Penalty: 5906.175781
	Iteration 43Q: 3 clusters Score -1.91215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 147625 members 
Entering Unmasked Estep 
Score: -19121510.000000 Penalty: 5906.175781
	Iteration 44Q: 3 clusters Score -1.912151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 147628 members 
Entering Unmasked Estep 
Score: -19121508.000000 Penalty: 5906.175781
	Iteration 45Q: 3 clusters Score -1.912151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 147630 members 
Entering Unmasked Estep 
Score: -19121508.000000 Penalty: 5906.175781
	Iteration 46Q: 3 clusters Score -1.912151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 147631 members 
Entering Unmasked Estep 
Score: -19121510.000000 Penalty: 5906.175781
	Iteration 47Q: 3 clusters Score -1.912151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 147632 members 
Entering Unmasked Estep 
Score: -19121508.000000 Penalty: 5906.175781
	Iteration 48Q: 3 clusters Score -1.912151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 147634 members 
Entering Unmasked Estep 
Score: -19121516.000000 Penalty: 5906.175781
	Iteration 49Q: 3 clusters Score -1.912152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 147637 members 
Entering Unmasked Estep 
Score: -19121504.000000 Penalty: 5906.175781
	Iteration 50Q: 3 clusters Score -1.91215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 147641 members 
Entering Unmasked Estep 
Score: -19121510.000000 Penalty: 5906.175781
	Iteration 51Q: 3 clusters Score -1.912151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 147644 members 
Entering Unmasked Estep 
Score: -19121514.000000 Penalty: 5906.175781
	Iteration 52Q: 3 clusters Score -1.912151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 147647 members 
Entering Unmasked Estep 
Score: -19121510.000000 Penalty: 5906.175781
	Iteration 53Q: 3 clusters Score -1.912151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 147653 members 
Entering Unmasked Estep 
Score: -19121518.000000 Penalty: 5906.175781
	Iteration 54Q: 3 clusters Score -1.912152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 147655 members 
Entering Unmasked Estep 
Score: -19121516.000000 Penalty: 5906.175781
	Iteration 55Q: 3 clusters Score -1.912152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 147655 members 
Entering Unmasked Estep 
Score: -19121536.000000 Penalty: 5906.175781
	Iteration 56Q: 3 clusters Score -1.912154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 147655 members 
Entering Unmasked Estep 
Score: -19121534.000000 Penalty: 5906.175781
	Iteration 57Q: 3 clusters Score -1.912153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 147656 members 
Entering Unmasked Estep 
Score: -19121526.000000 Penalty: 5906.175781
	Iteration 58Q: 3 clusters Score -1.912153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 147657 members 
Entering Unmasked Estep 
Score: -19121528.000000 Penalty: 5906.175781
	Iteration 59Q: 3 clusters Score -1.912153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 147657 members 
Entering Unmasked Estep 
Score: -19121528.000000 Penalty: 5906.175781
	Iteration 60F: 3 clusters Score -1.912153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Entering Unmasked Estep 
Score: -3161945.000000 Penalty: 2507.031006
	Iteration 0F: 2 clusters Score -3161945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3145020.250000 Penalty: 5014.062012
	Iteration 0F: 3 clusters Score -3145020 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3150835.500000 Penalty: 5014.062012
	Iteration 1F: 3 clusters Score -3150836 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3151162.500000 Penalty: 5014.062012
	Iteration 2Q: 3 clusters Score -3151162 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3151413.250000 Penalty: 5014.062012
	Iteration 3Q: 3 clusters Score -3151413 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3151647.250000 Penalty: 5014.062012
	Iteration 4Q: 3 clusters Score -3151647 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -3151877.000000 Penalty: 5014.062012
	Iteration 5Q: 3 clusters Score -3151877 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3152119.250000 Penalty: 5014.062012
	Iteration 6Q: 3 clusters Score -3152119 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3152546.500000 Penalty: 5014.062012
	Iteration 7Q: 3 clusters Score -3152546 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3153213.000000 Penalty: 5014.062012
	Iteration 8Q: 3 clusters Score -3153213 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3154238.250000 Penalty: 5014.062012
	Iteration 9F: 3 clusters Score -3154238 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3155617.500000 Penalty: 5014.062012
	Iteration 10F: 3 clusters Score -3155618 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3157099.750000 Penalty: 5014.062012
	Iteration 11F: 3 clusters Score -3157100 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -3158306.750000 Penalty: 5014.062012
	Iteration 12F: 3 clusters Score -3158307 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -3159045.750000 Penalty: 5014.062012
	Iteration 13Q: 3 clusters Score -3159046 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3159434.750000 Penalty: 5014.062012
	Iteration 14Q: 3 clusters Score -3159435 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -3159666.500000 Penalty: 5014.062012
	Iteration 15Q: 3 clusters Score -3159666 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3159792.250000 Penalty: 5014.062012
	Iteration 16Q: 3 clusters Score -3159792 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3159864.750000 Penalty: 5014.062012
	Iteration 17Q: 3 clusters Score -3159865 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3159908.250000 Penalty: 5014.062012
	Iteration 18Q: 3 clusters Score -3159908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3159930.250000 Penalty: 5014.062012
	Iteration 19Q: 3 clusters Score -3159930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -3159953.250000 Penalty: 5014.062012
	Iteration 20F: 3 clusters Score -3159953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3159970.500000 Penalty: 5014.062012
	Iteration 21Q: 3 clusters Score -3159970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -3159976.750000 Penalty: 5014.062012
	Iteration 22Q: 3 clusters Score -3159977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3159985.250000 Penalty: 5014.062012
	Iteration 23Q: 3 clusters Score -3159985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3159988.500000 Penalty: 5014.062012
	Iteration 24Q: 3 clusters Score -3159988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -3159994.250000 Penalty: 5014.062012
	Iteration 25Q: 3 clusters Score -3159994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3159997.750000 Penalty: 5014.062012
	Iteration 26Q: 3 clusters Score -3159998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3160004.250000 Penalty: 5014.062012
	Iteration 27Q: 3 clusters Score -3160004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3160007.250000 Penalty: 5014.062012
	Iteration 28Q: 3 clusters Score -3160007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3160014.000000 Penalty: 5014.062012
	Iteration 29Q: 3 clusters Score -3160014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3160017.250000 Penalty: 5014.062012
	Iteration 30Q: 3 clusters Score -3160017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3160017.500000 Penalty: 5014.062012
	Iteration 31Q: 3 clusters Score -3160018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3160023.750000 Penalty: 5014.062012
	Iteration 32Q: 3 clusters Score -3160024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3160022.500000 Penalty: 5014.062012
	Iteration 33Q: 3 clusters Score -3160022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -3160020.250000 Penalty: 5014.062012
	Iteration 34Q: 3 clusters Score -3160020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -3160019.000000 Penalty: 5014.062012
	Iteration 35Q: 3 clusters Score -3160019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -3160019.000000 Penalty: 5014.062012
	Iteration 36F: 3 clusters Score -3160019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Entering Unmasked Estep 
Score: -1203337.750000 Penalty: 2282.422363
	Iteration 0F: 2 clusters Score -1203338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1195730.625000 Penalty: 4564.844727
	Iteration 0F: 3 clusters Score -1195731 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1198122.250000 Penalty: 4564.844727
	Iteration 1F: 3 clusters Score -1198122 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1198806.625000 Penalty: 4564.844727
	Iteration 2F: 3 clusters Score -1198807 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1199662.125000 Penalty: 4564.844727
	Iteration 3F: 3 clusters Score -1199662 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1200540.500000 Penalty: 4564.844727
	Iteration 4F: 3 clusters Score -1200540 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1201239.250000 Penalty: 4564.844727
	Iteration 5F: 3 clusters Score -1201239 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1201723.000000 Penalty: 4564.844727
	Iteration 6F: 3 clusters Score -1201723 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1202015.375000 Penalty: 4564.844727
	Iteration 7Q: 3 clusters Score -1202015 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1202211.875000 Penalty: 4564.844727
	Iteration 8Q: 3 clusters Score -1202212 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1202347.250000 Penalty: 4564.844727
	Iteration 9Q: 3 clusters Score -1202347 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1202450.000000 Penalty: 4564.844727
	Iteration 10Q: 3 clusters Score -1202450 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1202540.125000 Penalty: 4564.844727
	Iteration 11Q: 3 clusters Score -1202540 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1202597.500000 Penalty: 4564.844727
	Iteration 12Q: 3 clusters Score -1202598 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1202639.625000 Penalty: 4564.844727
	Iteration 13Q: 3 clusters Score -1202640 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1202671.000000 Penalty: 4564.844727
	Iteration 14Q: 3 clusters Score -1202671 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1202693.375000 Penalty: 4564.844727
	Iteration 15Q: 3 clusters Score -1202693 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1202707.125000 Penalty: 4564.844727
	Iteration 16Q: 3 clusters Score -1202707 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1202713.250000 Penalty: 4564.844727
	Iteration 17Q: 3 clusters Score -1202713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1202718.625000 Penalty: 4564.844727
	Iteration 18Q: 3 clusters Score -1202719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1202717.625000 Penalty: 4564.844727
	Iteration 19Q: 3 clusters Score -1202718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1202721.625000 Penalty: 4564.844727
	Iteration 20F: 3 clusters Score -1202722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1202724.625000 Penalty: 4564.844727
	Iteration 21Q: 3 clusters Score -1202725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1202725.000000 Penalty: 4564.844727
	Iteration 22Q: 3 clusters Score -1202725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1202727.750000 Penalty: 4564.844727
	Iteration 23Q: 3 clusters Score -1202728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1202729.375000 Penalty: 4564.844727
	Iteration 24Q: 3 clusters Score -1202729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1202728.500000 Penalty: 4564.844727
	Iteration 25Q: 3 clusters Score -1202728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1202729.625000 Penalty: 4564.844727
	Iteration 26Q: 3 clusters Score -1202730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1202731.375000 Penalty: 4564.844727
	Iteration 27Q: 3 clusters Score -1202731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1202734.000000 Penalty: 4564.844727
	Iteration 28Q: 3 clusters Score -1202734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1202735.000000 Penalty: 4564.844727
	Iteration 29Q: 3 clusters Score -1202735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1202734.500000 Penalty: 4564.844727
	Iteration 30Q: 3 clusters Score -1202734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1202734.875000 Penalty: 4564.844727
	Iteration 31Q: 3 clusters Score -1202735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1202736.875000 Penalty: 4564.844727
	Iteration 32Q: 3 clusters Score -1202737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1202738.500000 Penalty: 4564.844727
	Iteration 33Q: 3 clusters Score -1202738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1202738.500000 Penalty: 4564.844727
	Iteration 34F: 3 clusters Score -1202738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (155670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155670 members 
Entering Unmasked Estep 
Score: -19907714.000000 Penalty: 2964.962402
	Iteration 0F: 2 clusters Score -1.990771e+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 78037 members 
Entering Unmasked Estep 
Score: -19807760.000000 Penalty: 5929.924805
	Iteration 0F: 3 clusters Score -1.980776e+07 nChanged 74333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -19851176.000000 Penalty: 5929.924805
	Iteration 1F: 3 clusters Score -1.985118e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75282 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -19852026.000000 Penalty: 5929.924805
	Iteration 2Q: 3 clusters Score -1.985203e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74195 members 
Mstep: Class 2 contains 81475 members 
Entering Unmasked Estep 
Score: -19853374.000000 Penalty: 5929.924805
	Iteration 3Q: 3 clusters Score -1.985337e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72564 members 
Mstep: Class 2 contains 83106 members 
Entering Unmasked Estep 
Score: -19854946.000000 Penalty: 5929.924805
	Iteration 4Q: 3 clusters Score -1.985495e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70495 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -19857426.000000 Penalty: 5929.924805
	Iteration 5Q: 3 clusters Score -1.985743e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 87975 members 
Entering Unmasked Estep 
Score: -19860674.000000 Penalty: 5929.924805
	Iteration 6Q: 3 clusters Score -1.986067e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -19865488.000000 Penalty: 5929.924805
	Iteration 7F: 3 clusters Score -1.986549e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60174 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -19871284.000000 Penalty: 5929.924805
	Iteration 8F: 3 clusters Score -1.987128e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 98985 members 
Entering Unmasked Estep 
Score: -19877386.000000 Penalty: 5929.924805
	Iteration 9F: 3 clusters Score -1.987739e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 101344 members 
Entering Unmasked Estep 
Score: -19882980.000000 Penalty: 5929.924805
	Iteration 10F: 3 clusters Score -1.988298e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 102582 members 
Entering Unmasked Estep 
Score: -19886924.000000 Penalty: 5929.924805
	Iteration 11Q: 3 clusters Score -1.988692e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -19889352.000000 Penalty: 5929.924805
	Iteration 12Q: 3 clusters Score -1.988935e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 103375 members 
Entering Unmasked Estep 
Score: -19890340.000000 Penalty: 5929.924805
	Iteration 13Q: 3 clusters Score -1.989034e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 103683 members 
Entering Unmasked Estep 
Score: -19890800.000000 Penalty: 5929.924805
	Iteration 14Q: 3 clusters Score -1.98908e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 103962 members 
Entering Unmasked Estep 
Score: -19891190.000000 Penalty: 5929.924805
	Iteration 15Q: 3 clusters Score -1.989119e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 104226 members 
Entering Unmasked Estep 
Score: -19891492.000000 Penalty: 5929.924805
	Iteration 16Q: 3 clusters Score -1.989149e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 104532 members 
Entering Unmasked Estep 
Score: -19891848.000000 Penalty: 5929.924805
	Iteration 17Q: 3 clusters Score -1.989185e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 104863 members 
Entering Unmasked Estep 
Score: -19892084.000000 Penalty: 5929.924805
	Iteration 18Q: 3 clusters Score -1.989208e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 105146 members 
Entering Unmasked Estep 
Score: -19892320.000000 Penalty: 5929.924805
	Iteration 19Q: 3 clusters Score -1.989232e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 105470 members 
Entering Unmasked Estep 
Score: -19892564.000000 Penalty: 5929.924805
	Iteration 20F: 3 clusters Score -1.989256e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 105833 members 
Entering Unmasked Estep 
Score: -19892692.000000 Penalty: 5929.924805
	Iteration 21Q: 3 clusters Score -1.989269e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -19892948.000000 Penalty: 5929.924805
	Iteration 22Q: 3 clusters Score -1.989295e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 106709 members 
Entering Unmasked Estep 
Score: -19893148.000000 Penalty: 5929.924805
	Iteration 23Q: 3 clusters Score -1.989315e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 107192 members 
Entering Unmasked Estep 
Score: -19893286.000000 Penalty: 5929.924805
	Iteration 24Q: 3 clusters Score -1.989329e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 107635 members 
Entering Unmasked Estep 
Score: -19893370.000000 Penalty: 5929.924805
	Iteration 25Q: 3 clusters Score -1.989337e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 108163 members 
Entering Unmasked Estep 
Score: -19893584.000000 Penalty: 5929.924805
	Iteration 26Q: 3 clusters Score -1.989358e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 108699 members 
Entering Unmasked Estep 
Score: -19893672.000000 Penalty: 5929.924805
	Iteration 27Q: 3 clusters Score -1.989367e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 109248 members 
Entering Unmasked Estep 
Score: -19893716.000000 Penalty: 5929.924805
	Iteration 28Q: 3 clusters Score -1.989372e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 109805 members 
Entering Unmasked Estep 
Score: -19893832.000000 Penalty: 5929.924805
	Iteration 29Q: 3 clusters Score -1.989383e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 110393 members 
Entering Unmasked Estep 
Score: -19893984.000000 Penalty: 5929.924805
	Iteration 30Q: 3 clusters Score -1.989398e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 111013 members 
Entering Unmasked Estep 
Score: -19894100.000000 Penalty: 5929.924805
	Iteration 31Q: 3 clusters Score -1.98941e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 111679 members 
Entering Unmasked Estep 
Score: -19894200.000000 Penalty: 5929.924805
	Iteration 32Q: 3 clusters Score -1.98942e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 112413 members 
Entering Unmasked Estep 
Score: -19894336.000000 Penalty: 5929.924805
	Iteration 33Q: 3 clusters Score -1.989434e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 113197 members 
Entering Unmasked Estep 
Score: -19894500.000000 Penalty: 5929.924805
	Iteration 34Q: 3 clusters Score -1.98945e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 114034 members 
Entering Unmasked Estep 
Score: -19894622.000000 Penalty: 5929.924805
	Iteration 35Q: 3 clusters Score -1.989462e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 114874 members 
Entering Unmasked Estep 
Score: -19894854.000000 Penalty: 5929.924805
	Iteration 36Q: 3 clusters Score -1.989485e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 115756 members 
Entering Unmasked Estep 
Score: -19895040.000000 Penalty: 5929.924805
	Iteration 37Q: 3 clusters Score -1.989504e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 116687 members 
Entering Unmasked Estep 
Score: -19895314.000000 Penalty: 5929.924805
	Iteration 38Q: 3 clusters Score -1.989531e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 117718 members 
Entering Unmasked Estep 
Score: -19895624.000000 Penalty: 5929.924805
	Iteration 39Q: 3 clusters Score -1.989562e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 118786 members 
Entering Unmasked Estep 
Score: -19895876.000000 Penalty: 5929.924805
	Iteration 40F: 3 clusters Score -1.989588e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 119904 members 
Entering Unmasked Estep 
Score: -19896090.000000 Penalty: 5929.924805
	Iteration 41Q: 3 clusters Score -1.989609e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 121065 members 
Entering Unmasked Estep 
Score: -19896426.000000 Penalty: 5929.924805
	Iteration 42Q: 3 clusters Score -1.989643e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 122207 members 
Entering Unmasked Estep 
Score: -19896650.000000 Penalty: 5929.924805
	Iteration 43Q: 3 clusters Score -1.989665e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 123413 members 
Entering Unmasked Estep 
Score: -19896990.000000 Penalty: 5929.924805
	Iteration 44Q: 3 clusters Score -1.989699e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 124626 members 
Entering Unmasked Estep 
Score: -19897324.000000 Penalty: 5929.924805
	Iteration 45Q: 3 clusters Score -1.989732e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 125857 members 
Entering Unmasked Estep 
Score: -19897592.000000 Penalty: 5929.924805
	Iteration 46Q: 3 clusters Score -1.989759e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 127135 members 
Entering Unmasked Estep 
Score: -19898036.000000 Penalty: 5929.924805
	Iteration 47Q: 3 clusters Score -1.989804e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 128442 members 
Entering Unmasked Estep 
Score: -19898456.000000 Penalty: 5929.924805
	Iteration 48Q: 3 clusters Score -1.989846e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 129710 members 
Entering Unmasked Estep 
Score: -19898814.000000 Penalty: 5929.924805
	Iteration 49Q: 3 clusters Score -1.989881e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 131006 members 
Entering Unmasked Estep 
Score: -19899140.000000 Penalty: 5929.924805
	Iteration 50Q: 3 clusters Score -1.989914e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 132308 members 
Entering Unmasked Estep 
Score: -19899554.000000 Penalty: 5929.924805
	Iteration 51Q: 3 clusters Score -1.989955e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 133646 members 
Entering Unmasked Estep 
Score: -19899922.000000 Penalty: 5929.924805
	Iteration 52Q: 3 clusters Score -1.989992e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 134929 members 
Entering Unmasked Estep 
Score: -19900268.000000 Penalty: 5929.924805
	Iteration 53Q: 3 clusters Score -1.990027e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 136208 members 
Entering Unmasked Estep 
Score: -19900632.000000 Penalty: 5929.924805
	Iteration 54Q: 3 clusters Score -1.990063e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 137433 members 
Entering Unmasked Estep 
Score: -19901082.000000 Penalty: 5929.924805
	Iteration 55Q: 3 clusters Score -1.990108e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 138608 members 
Entering Unmasked Estep 
Score: -19901312.000000 Penalty: 5929.924805
	Iteration 56Q: 3 clusters Score -1.990131e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 139711 members 
Entering Unmasked Estep 
Score: -19901630.000000 Penalty: 5929.924805
	Iteration 57Q: 3 clusters Score -1.990163e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 140840 members 
Entering Unmasked Estep 
Score: -19901904.000000 Penalty: 5929.924805
	Iteration 58Q: 3 clusters Score -1.99019e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 141924 members 
Entering Unmasked Estep 
Score: -19902122.000000 Penalty: 5929.924805
	Iteration 59Q: 3 clusters Score -1.990212e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 142945 members 
Entering Unmasked Estep 
Score: -19902356.000000 Penalty: 5929.924805
	Iteration 60F: 3 clusters Score -1.990236e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 143937 members 
Entering Unmasked Estep 
Score: -19902674.000000 Penalty: 5929.924805
	Iteration 61Q: 3 clusters Score -1.990267e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 144855 members 
Entering Unmasked Estep 
Score: -19903086.000000 Penalty: 5929.924805
	Iteration 62Q: 3 clusters Score -1.990309e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 145718 members 
Entering Unmasked Estep 
Score: -19903374.000000 Penalty: 5929.924805
	Iteration 63Q: 3 clusters Score -1.990337e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 146503 members 
Entering Unmasked Estep 
Score: -19903684.000000 Penalty: 5929.924805
	Iteration 64Q: 3 clusters Score -1.990368e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 147199 members 
Entering Unmasked Estep 
Score: -19903908.000000 Penalty: 5929.924805
	Iteration 65Q: 3 clusters Score -1.990391e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 147826 members 
Entering Unmasked Estep 
Score: -19904064.000000 Penalty: 5929.924805
	Iteration 66Q: 3 clusters Score -1.990406e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 148420 members 
Entering Unmasked Estep 
Score: -19904296.000000 Penalty: 5929.924805
	Iteration 67Q: 3 clusters Score -1.99043e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 148944 members 
Entering Unmasked Estep 
Score: -19904440.000000 Penalty: 5929.924805
	Iteration 68Q: 3 clusters Score -1.990444e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 149411 members 
Entering Unmasked Estep 
Score: -19904560.000000 Penalty: 5929.924805
	Iteration 69Q: 3 clusters Score -1.990456e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 149809 members 
Entering Unmasked Estep 
Score: -19904680.000000 Penalty: 5929.924805
	Iteration 70Q: 3 clusters Score -1.990468e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 150160 members 
Entering Unmasked Estep 
Score: -19904794.000000 Penalty: 5929.924805
	Iteration 71Q: 3 clusters Score -1.990479e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 150473 members 
Entering Unmasked Estep 
Score: -19904958.000000 Penalty: 5929.924805
	Iteration 72Q: 3 clusters Score -1.990496e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 150778 members 
Entering Unmasked Estep 
Score: -19905032.000000 Penalty: 5929.924805
	Iteration 73Q: 3 clusters Score -1.990503e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 151047 members 
Entering Unmasked Estep 
Score: -19905118.000000 Penalty: 5929.924805
	Iteration 74Q: 3 clusters Score -1.990512e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 151303 members 
Entering Unmasked Estep 
Score: -19905118.000000 Penalty: 5929.924805
	Iteration 75Q: 3 clusters Score -1.990512e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 151516 members 
Entering Unmasked Estep 
Score: -19905186.000000 Penalty: 5929.924805
	Iteration 76Q: 3 clusters Score -1.990519e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 151692 members 
Entering Unmasked Estep 
Score: -19905254.000000 Penalty: 5929.924805
	Iteration 77Q: 3 clusters Score -1.990525e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 151841 members 
Entering Unmasked Estep 
Score: -19905254.000000 Penalty: 5929.924805
	Iteration 78Q: 3 clusters Score -1.990525e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 151979 members 
Entering Unmasked Estep 
Score: -19905306.000000 Penalty: 5929.924805
	Iteration 79Q: 3 clusters Score -1.990531e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 152113 members 
Entering Unmasked Estep 
Score: -19905332.000000 Penalty: 5929.924805
	Iteration 80F: 3 clusters Score -1.990533e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 152246 members 
Entering Unmasked Estep 
Score: -19905372.000000 Penalty: 5929.924805
	Iteration 81Q: 3 clusters Score -1.990537e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 152361 members 
Entering Unmasked Estep 
Score: -19905360.000000 Penalty: 5929.924805
	Iteration 82Q: 3 clusters Score -1.990536e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 152463 members 
Entering Unmasked Estep 
Score: -19905406.000000 Penalty: 5929.924805
	Iteration 83Q: 3 clusters Score -1.990541e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 152550 members 
Entering Unmasked Estep 
Score: -19905388.000000 Penalty: 5929.924805
	Iteration 84Q: 3 clusters Score -1.990539e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 152614 members 
Entering Unmasked Estep 
Score: -19905400.000000 Penalty: 5929.924805
	Iteration 85Q: 3 clusters Score -1.99054e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 152673 members 
Entering Unmasked Estep 
Score: -19905408.000000 Penalty: 5929.924805
	Iteration 86Q: 3 clusters Score -1.990541e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 152732 members 
Entering Unmasked Estep 
Score: -19905412.000000 Penalty: 5929.924805
	Iteration 87Q: 3 clusters Score -1.990541e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 152792 members 
Entering Unmasked Estep 
Score: -19905398.000000 Penalty: 5929.924805
	Iteration 88Q: 3 clusters Score -1.99054e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 152853 members 
Entering Unmasked Estep 
Score: -19905432.000000 Penalty: 5929.924805
	Iteration 89Q: 3 clusters Score -1.990543e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 152896 members 
Entering Unmasked Estep 
Score: -19905432.000000 Penalty: 5929.924805
	Iteration 90Q: 3 clusters Score -1.990543e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 152941 members 
Entering Unmasked Estep 
Score: -19905420.000000 Penalty: 5929.924805
	Iteration 91Q: 3 clusters Score -1.990542e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 152988 members 
Entering Unmasked Estep 
Score: -19905426.000000 Penalty: 5929.924805
	Iteration 92Q: 3 clusters Score -1.990543e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 153021 members 
Entering Unmasked Estep 
Score: -19905432.000000 Penalty: 5929.924805
	Iteration 93Q: 3 clusters Score -1.990543e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 153046 members 
Entering Unmasked Estep 
Score: -19905454.000000 Penalty: 5929.924805
	Iteration 94Q: 3 clusters Score -1.990545e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 153068 members 
Entering Unmasked Estep 
Score: -19905426.000000 Penalty: 5929.924805
	Iteration 95Q: 3 clusters Score -1.990543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 153089 members 
Entering Unmasked Estep 
Score: -19905438.000000 Penalty: 5929.924805
	Iteration 96Q: 3 clusters Score -1.990544e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 153113 members 
Entering Unmasked Estep 
Score: -19905422.000000 Penalty: 5929.924805
	Iteration 97Q: 3 clusters Score -1.990542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 153136 members 
Entering Unmasked Estep 
Score: -19905452.000000 Penalty: 5929.924805
	Iteration 98Q: 3 clusters Score -1.990545e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 153164 members 
Entering Unmasked Estep 
Score: -19905468.000000 Penalty: 5929.924805
	Iteration 99Q: 3 clusters Score -1.990547e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 153190 members 
Entering Unmasked Estep 
Score: -19905460.000000 Penalty: 5929.924805
	Iteration 100F: 3 clusters Score -1.990546e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 153214 members 
Entering Unmasked Estep 
Score: -19905462.000000 Penalty: 5929.924805
	Iteration 101Q: 3 clusters Score -1.990546e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 153229 members 
Entering Unmasked Estep 
Score: -19905486.000000 Penalty: 5929.924805
	Iteration 102Q: 3 clusters Score -1.990549e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 153256 members 
Entering Unmasked Estep 
Score: -19905476.000000 Penalty: 5929.924805
	Iteration 103Q: 3 clusters Score -1.990548e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 153287 members 
Entering Unmasked Estep 
Score: -19905476.000000 Penalty: 5929.924805
	Iteration 104Q: 3 clusters Score -1.990548e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 153306 members 
Entering Unmasked Estep 
Score: -19905498.000000 Penalty: 5929.924805
	Iteration 105Q: 3 clusters Score -1.99055e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 153326 members 
Entering Unmasked Estep 
Score: -19905498.000000 Penalty: 5929.924805
	Iteration 106Q: 3 clusters Score -1.99055e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 153349 members 
Entering Unmasked Estep 
Score: -19905504.000000 Penalty: 5929.924805
	Iteration 107Q: 3 clusters Score -1.99055e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 153370 members 
Entering Unmasked Estep 
Score: -19905520.000000 Penalty: 5929.924805
	Iteration 108Q: 3 clusters Score -1.990552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 153388 members 
Entering Unmasked Estep 
Score: -19905514.000000 Penalty: 5929.924805
	Iteration 109Q: 3 clusters Score -1.990551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 153403 members 
Entering Unmasked Estep 
Score: -19905502.000000 Penalty: 5929.924805
	Iteration 110Q: 3 clusters Score -1.99055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 153417 members 
Entering Unmasked Estep 
Score: -19905504.000000 Penalty: 5929.924805
	Iteration 111Q: 3 clusters Score -1.99055e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 153427 members 
Entering Unmasked Estep 
Score: -19905520.000000 Penalty: 5929.924805
	Iteration 112Q: 3 clusters Score -1.990552e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 153440 members 
Entering Unmasked Estep 
Score: -19905516.000000 Penalty: 5929.924805
	Iteration 113Q: 3 clusters Score -1.990552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 153454 members 
Entering Unmasked Estep 
Score: -19905520.000000 Penalty: 5929.924805
	Iteration 114Q: 3 clusters Score -1.990552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 153463 members 
Entering Unmasked Estep 
Score: -19905530.000000 Penalty: 5929.924805
	Iteration 115Q: 3 clusters Score -1.990553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 153469 members 
Entering Unmasked Estep 
Score: -19905534.000000 Penalty: 5929.924805
	Iteration 116Q: 3 clusters Score -1.990553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 153478 members 
Entering Unmasked Estep 
Score: -19905540.000000 Penalty: 5929.924805
	Iteration 117Q: 3 clusters Score -1.990554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 153485 members 
Entering Unmasked Estep 
Score: -19905538.000000 Penalty: 5929.924805
	Iteration 118Q: 3 clusters Score -1.990554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 153490 members 
Entering Unmasked Estep 
Score: -19905566.000000 Penalty: 5929.924805
	Iteration 119Q: 3 clusters Score -1.990557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 153495 members 
Entering Unmasked Estep 
Score: -19905556.000000 Penalty: 5929.924805
	Iteration 120F: 3 clusters Score -1.990556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 153500 members 
Entering Unmasked Estep 
Score: -19905552.000000 Penalty: 5929.924805
	Iteration 121Q: 3 clusters Score -1.990555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 153501 members 
Entering Unmasked Estep 
Score: -19905564.000000 Penalty: 5929.924805
	Iteration 122Q: 3 clusters Score -1.990556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 153504 members 
Entering Unmasked Estep 
Score: -19905564.000000 Penalty: 5929.924805
	Iteration 123Q: 3 clusters Score -1.990556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 153512 members 
Entering Unmasked Estep 
Score: -19905574.000000 Penalty: 5929.924805
	Iteration 124Q: 3 clusters Score -1.990557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 153518 members 
Entering Unmasked Estep 
Score: -19905568.000000 Penalty: 5929.924805
	Iteration 125Q: 3 clusters Score -1.990557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 153525 members 
Entering Unmasked Estep 
Score: -19905572.000000 Penalty: 5929.924805
	Iteration 126Q: 3 clusters Score -1.990557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 153531 members 
Entering Unmasked Estep 
Score: -19905556.000000 Penalty: 5929.924805
	Iteration 127Q: 3 clusters Score -1.990556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 153537 members 
Entering Unmasked Estep 
Score: -19905568.000000 Penalty: 5929.924805
	Iteration 128Q: 3 clusters Score -1.990557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 153545 members 
Entering Unmasked Estep 
Score: -19905568.000000 Penalty: 5929.924805
	Iteration 129Q: 3 clusters Score -1.990557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 153551 members 
Entering Unmasked Estep 
Score: -19905576.000000 Penalty: 5929.924805
	Iteration 130Q: 3 clusters Score -1.990558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 153555 members 
Entering Unmasked Estep 
Score: -19905576.000000 Penalty: 5929.924805
	Iteration 131Q: 3 clusters Score -1.990558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 153560 members 
Entering Unmasked Estep 
Score: -19905576.000000 Penalty: 5929.924805
	Iteration 132Q: 3 clusters Score -1.990558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 153568 members 
Entering Unmasked Estep 
Score: -19905590.000000 Penalty: 5929.924805
	Iteration 133Q: 3 clusters Score -1.990559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 153574 members 
Entering Unmasked Estep 
Score: -19905602.000000 Penalty: 5929.924805
	Iteration 134Q: 3 clusters Score -1.99056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 153584 members 
Entering Unmasked Estep 
Score: -19905596.000000 Penalty: 5929.924805
	Iteration 135Q: 3 clusters Score -1.99056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 153591 members 
Entering Unmasked Estep 
Score: -19905590.000000 Penalty: 5929.924805
	Iteration 136Q: 3 clusters Score -1.990559e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 153602 members 
Entering Unmasked Estep 
Score: -19905604.000000 Penalty: 5929.924805
	Iteration 137Q: 3 clusters Score -1.99056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 153615 members 
Entering Unmasked Estep 
Score: -19905600.000000 Penalty: 5929.924805
	Iteration 138Q: 3 clusters Score -1.99056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 153624 members 
Entering Unmasked Estep 
Score: -19905614.000000 Penalty: 5929.924805
	Iteration 139Q: 3 clusters Score -1.990561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 153632 members 
Entering Unmasked Estep 
Score: -19905620.000000 Penalty: 5929.924805
	Iteration 140F: 3 clusters Score -1.990562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 153637 members 
Entering Unmasked Estep 
Score: -19905614.000000 Penalty: 5929.924805
	Iteration 141Q: 3 clusters Score -1.990561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 153642 members 
Entering Unmasked Estep 
Score: -19905602.000000 Penalty: 5929.924805
	Iteration 142Q: 3 clusters Score -1.99056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 153654 members 
Entering Unmasked Estep 
Score: -19905624.000000 Penalty: 5929.924805
	Iteration 143Q: 3 clusters Score -1.990562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 153658 members 
Entering Unmasked Estep 
Score: -19905616.000000 Penalty: 5929.924805
	Iteration 144Q: 3 clusters Score -1.990562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 153667 members 
Entering Unmasked Estep 
Score: -19905616.000000 Penalty: 5929.924805
	Iteration 145Q: 3 clusters Score -1.990562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 153676 members 
Entering Unmasked Estep 
Score: -19905624.000000 Penalty: 5929.924805
	Iteration 146Q: 3 clusters Score -1.990562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 153683 members 
Entering Unmasked Estep 
Score: -19905644.000000 Penalty: 5929.924805
	Iteration 147Q: 3 clusters Score -1.990564e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 153690 members 
Entering Unmasked Estep 
Score: -19905638.000000 Penalty: 5929.924805
	Iteration 148Q: 3 clusters Score -1.990564e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 153699 members 
Entering Unmasked Estep 
Score: -19905618.000000 Penalty: 5929.924805
	Iteration 149Q: 3 clusters Score -1.990562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 153707 members 
Entering Unmasked Estep 
Score: -19905646.000000 Penalty: 5929.924805
	Iteration 150Q: 3 clusters Score -1.990565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 153714 members 
Entering Unmasked Estep 
Score: -19905640.000000 Penalty: 5929.924805
	Iteration 151Q: 3 clusters Score -1.990564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 153716 members 
Entering Unmasked Estep 
Score: -19905642.000000 Penalty: 5929.924805
	Iteration 152Q: 3 clusters Score -1.990564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 153717 members 
Entering Unmasked Estep 
Score: -19905646.000000 Penalty: 5929.924805
	Iteration 153Q: 3 clusters Score -1.990565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 153719 members 
Entering Unmasked Estep 
Score: -19905636.000000 Penalty: 5929.924805
	Iteration 154Q: 3 clusters Score -1.990564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 153721 members 
Entering Unmasked Estep 
Score: -19905628.000000 Penalty: 5929.924805
	Iteration 155Q: 3 clusters Score -1.990563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 153721 members 
Entering Unmasked Estep 
Score: -19905628.000000 Penalty: 5929.924805
	Iteration 156F: 3 clusters Score -1.990563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (168113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168113 members 
Entering Unmasked Estep 
Score: -21555144.000000 Penalty: 2984.033203
	Iteration 0F: 2 clusters Score -2.155514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84060 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
Score: -21448296.000000 Penalty: 5968.066406
	Iteration 0F: 3 clusters Score -2.14483e+07 nChanged 80393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84887 members 
Mstep: Class 2 contains 83226 members 
Entering Unmasked Estep 
Score: -21494632.000000 Penalty: 5968.066406
	Iteration 1F: 3 clusters Score -2.149463e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85487 members 
Mstep: Class 2 contains 82626 members 
Entering Unmasked Estep 
Score: -21495476.000000 Penalty: 5968.066406
	Iteration 2Q: 3 clusters Score -2.149548e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -21496296.000000 Penalty: 5968.066406
	Iteration 3Q: 3 clusters Score -2.14963e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87668 members 
Mstep: Class 2 contains 80445 members 
Entering Unmasked Estep 
Score: -21497240.000000 Penalty: 5968.066406
	Iteration 4Q: 3 clusters Score -2.149724e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 78579 members 
Entering Unmasked Estep 
Score: -21498756.000000 Penalty: 5968.066406
	Iteration 5Q: 3 clusters Score -2.149876e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92260 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -21500688.000000 Penalty: 5968.066406
	Iteration 6Q: 3 clusters Score -2.150069e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96227 members 
Mstep: Class 2 contains 71886 members 
Entering Unmasked Estep 
Score: -21503570.000000 Penalty: 5968.066406
	Iteration 7Q: 3 clusters Score -2.150357e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -21507708.000000 Penalty: 5968.066406
	Iteration 8F: 3 clusters Score -2.150771e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108921 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -21513952.000000 Penalty: 5968.066406
	Iteration 9F: 3 clusters Score -2.151395e+07 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116994 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -21521764.000000 Penalty: 5968.066406
	Iteration 10F: 3 clusters Score -2.152176e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124627 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -21530286.000000 Penalty: 5968.066406
	Iteration 11F: 3 clusters Score -2.153029e+07 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130802 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -21537198.000000 Penalty: 5968.066406
	Iteration 12F: 3 clusters Score -2.15372e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135224 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -21541614.000000 Penalty: 5968.066406
	Iteration 13Q: 3 clusters Score -2.154161e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138590 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -21543944.000000 Penalty: 5968.066406
	Iteration 14Q: 3 clusters Score -2.154394e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141526 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -21545552.000000 Penalty: 5968.066406
	Iteration 15Q: 3 clusters Score -2.154555e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144321 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -21547094.000000 Penalty: 5968.066406
	Iteration 16Q: 3 clusters Score -2.154709e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146941 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -21548450.000000 Penalty: 5968.066406
	Iteration 17Q: 3 clusters Score -2.154845e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149481 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -21549504.000000 Penalty: 5968.066406
	Iteration 18Q: 3 clusters Score -2.15495e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151984 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -21550448.000000 Penalty: 5968.066406
	Iteration 19Q: 3 clusters Score -2.155045e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154300 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -21551210.000000 Penalty: 5968.066406
	Iteration 20F: 3 clusters Score -2.155121e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156385 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -21551784.000000 Penalty: 5968.066406
	Iteration 21Q: 3 clusters Score -2.155178e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158241 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -21552206.000000 Penalty: 5968.066406
	Iteration 22Q: 3 clusters Score -2.155221e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159938 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -21552532.000000 Penalty: 5968.066406
	Iteration 23Q: 3 clusters Score -2.155253e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161368 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -21552688.000000 Penalty: 5968.066406
	Iteration 24Q: 3 clusters Score -2.155269e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162591 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -21552682.000000 Penalty: 5968.066406
	Iteration 25Q: 3 clusters Score -2.155268e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163586 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -21552754.000000 Penalty: 5968.066406
	Iteration 26Q: 3 clusters Score -2.155275e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164454 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -21552742.000000 Penalty: 5968.066406
	Iteration 27Q: 3 clusters Score -2.155274e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165191 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -21552762.000000 Penalty: 5968.066406
	Iteration 28Q: 3 clusters Score -2.155276e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165781 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -21552794.000000 Penalty: 5968.066406
	Iteration 29Q: 3 clusters Score -2.155279e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166253 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -21552846.000000 Penalty: 5968.066406
	Iteration 30Q: 3 clusters Score -2.155285e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166598 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -21552832.000000 Penalty: 5968.066406
	Iteration 31Q: 3 clusters Score -2.155283e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166835 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -21552806.000000 Penalty: 5968.066406
	Iteration 32Q: 3 clusters Score -2.155281e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167000 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -21552830.000000 Penalty: 5968.066406
	Iteration 33Q: 3 clusters Score -2.155283e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167123 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -21552806.000000 Penalty: 5968.066406
	Iteration 34Q: 3 clusters Score -2.155281e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167217 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -21552802.000000 Penalty: 5968.066406
	Iteration 35Q: 3 clusters Score -2.15528e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167270 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -21552810.000000 Penalty: 5968.066406
	Iteration 36Q: 3 clusters Score -2.155281e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167309 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -21552820.000000 Penalty: 5968.066406
	Iteration 37Q: 3 clusters Score -2.155282e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167342 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -21552842.000000 Penalty: 5968.066406
	Iteration 38Q: 3 clusters Score -2.155284e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167371 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -21552824.000000 Penalty: 5968.066406
	Iteration 39Q: 3 clusters Score -2.155282e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167402 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -21552830.000000 Penalty: 5968.066406
	Iteration 40F: 3 clusters Score -2.155283e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167419 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -21552838.000000 Penalty: 5968.066406
	Iteration 41Q: 3 clusters Score -2.155284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -21552832.000000 Penalty: 5968.066406
	Iteration 42Q: 3 clusters Score -2.155283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167456 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -21552842.000000 Penalty: 5968.066406
	Iteration 43Q: 3 clusters Score -2.155284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167471 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -21552874.000000 Penalty: 5968.066406
	Iteration 44Q: 3 clusters Score -2.155287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167480 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -21552880.000000 Penalty: 5968.066406
	Iteration 45Q: 3 clusters Score -2.155288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167494 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -21552892.000000 Penalty: 5968.066406
	Iteration 46Q: 3 clusters Score -2.155289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167502 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -21552890.000000 Penalty: 5968.066406
	Iteration 47Q: 3 clusters Score -2.155289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167506 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -21552888.000000 Penalty: 5968.066406
	Iteration 48Q: 3 clusters Score -2.155289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167511 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -21552880.000000 Penalty: 5968.066406
	Iteration 49Q: 3 clusters Score -2.155288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167514 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -21552884.000000 Penalty: 5968.066406
	Iteration 50Q: 3 clusters Score -2.155288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167515 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -21552890.000000 Penalty: 5968.066406
	Iteration 51Q: 3 clusters Score -2.155289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167516 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -21552886.000000 Penalty: 5968.066406
	Iteration 52Q: 3 clusters Score -2.155289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167517 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -21552888.000000 Penalty: 5968.066406
	Iteration 53Q: 3 clusters Score -2.155289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167518 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -21552888.000000 Penalty: 5968.066406
	Iteration 54Q: 3 clusters Score -2.155289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167518 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -21552888.000000 Penalty: 5968.066406
	Iteration 55F: 3 clusters Score -2.155289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -82844.085938 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -82844.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -81251.750000 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -81251.75 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -82224.421875 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -82224.42 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -82963.570312 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -82963.57 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -83617.101562 Penalty: 3328.419434
	Iteration 3F: 3 clusters Score -83617.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -83707.281250 Penalty: 3328.419434
	Iteration 4Q: 3 clusters Score -83707.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -83737.351562 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -83737.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -83739.945312 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -83739.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -83741.617188 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -83741.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -83741.617188 Penalty: 3328.419434
	Iteration 8F: 3 clusters Score -83741.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76981 members 
Mstep: Class 3 contains 78563 members 
Mstep: Class 4 contains 138492 members 
Mstep: Class 5 contains 152782 members 
Mstep: Class 6 contains 79328 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 148392 members 
Mstep: Class 9 contains 24563 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 155670 members 
Mstep: Class 12 contains 168113 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 162551 members 
Mstep: Class 16 contains 79194 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8135 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
Score: -161327776.000000 Penalty: 73281.218750
Splitting cluster 13 changes total score from -161328480.000000 to -161327776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -137535.484375 Penalty: 1758.958252
	Iteration 0F: 2 clusters Score -137535.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -135602.765625 Penalty: 3517.916504
	Iteration 0F: 3 clusters Score -135602.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -136222.359375 Penalty: 3517.916504
	Iteration 1F: 3 clusters Score -136222.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -136592.484375 Penalty: 3517.916504
	Iteration 2F: 3 clusters Score -136592.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -136868.781250 Penalty: 3517.916504
	Iteration 3F: 3 clusters Score -136868.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -136960.593750 Penalty: 3517.916504
	Iteration 4Q: 3 clusters Score -136960.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -137018.390625 Penalty: 3517.916504
	Iteration 5Q: 3 clusters Score -137018.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -137077.343750 Penalty: 3517.916504
	Iteration 6Q: 3 clusters Score -137077.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -137132.234375 Penalty: 3517.916504
	Iteration 7Q: 3 clusters Score -137132.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -137174.421875 Penalty: 3517.916504
	Iteration 8Q: 3 clusters Score -137174.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -137197.046875 Penalty: 3517.916504
	Iteration 9Q: 3 clusters Score -137197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -137213.687500 Penalty: 3517.916504
	Iteration 10Q: 3 clusters Score -137213.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -137217.828125 Penalty: 3517.916504
	Iteration 11Q: 3 clusters Score -137217.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -137217.828125 Penalty: 3517.916504
	Iteration 12F: 3 clusters Score -137217.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (162551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162551 members 
Entering Unmasked Estep 
Score: -20659206.000000 Penalty: 2975.689209
	Iteration 0F: 2 clusters Score -2.065921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 81123 members 
Entering Unmasked Estep 
Score: -20550710.000000 Penalty: 5951.378418
	Iteration 0F: 3 clusters Score -2.055071e+07 nChanged 77847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 79618 members 
Entering Unmasked Estep 
Score: -20596164.000000 Penalty: 5951.378418
	Iteration 1F: 3 clusters Score -2.059616e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83729 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -20597546.000000 Penalty: 5951.378418
	Iteration 2Q: 3 clusters Score -2.059755e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 77652 members 
Entering Unmasked Estep 
Score: -20598926.000000 Penalty: 5951.378418
	Iteration 3Q: 3 clusters Score -2.059893e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
Score: -20600706.000000 Penalty: 5951.378418
	Iteration 4Q: 3 clusters Score -2.060071e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88542 members 
Mstep: Class 2 contains 74009 members 
Entering Unmasked Estep 
Score: -20603460.000000 Penalty: 5951.378418
	Iteration 5Q: 3 clusters Score -2.060346e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91279 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -20607682.000000 Penalty: 5951.378418
	Iteration 6Q: 3 clusters Score -2.060768e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94610 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -20613330.000000 Penalty: 5951.378418
	Iteration 7F: 3 clusters Score -2.061333e+07 nChanged 9500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98290 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -20619774.000000 Penalty: 5951.378418
	Iteration 8F: 3 clusters Score -2.061977e+07 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101920 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -20626344.000000 Penalty: 5951.378418
	Iteration 9F: 3 clusters Score -2.062634e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105196 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -20631836.000000 Penalty: 5951.378418
	Iteration 10F: 3 clusters Score -2.063184e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108088 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -20636120.000000 Penalty: 5951.378418
	Iteration 11Q: 3 clusters Score -2.063612e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110609 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -20638798.000000 Penalty: 5951.378418
	Iteration 12Q: 3 clusters Score -2.06388e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112848 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -20640414.000000 Penalty: 5951.378418
	Iteration 13Q: 3 clusters Score -2.064041e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114896 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -20641370.000000 Penalty: 5951.378418
	Iteration 14Q: 3 clusters Score -2.064137e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116814 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -20641970.000000 Penalty: 5951.378418
	Iteration 15Q: 3 clusters Score -2.064197e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118607 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -20642372.000000 Penalty: 5951.378418
	Iteration 16Q: 3 clusters Score -2.064237e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120472 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -20642880.000000 Penalty: 5951.378418
	Iteration 17Q: 3 clusters Score -2.064288e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122431 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -20643398.000000 Penalty: 5951.378418
	Iteration 18Q: 3 clusters Score -2.06434e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124446 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -20643926.000000 Penalty: 5951.378418
	Iteration 19Q: 3 clusters Score -2.064393e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126597 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -20644546.000000 Penalty: 5951.378418
	Iteration 20F: 3 clusters Score -2.064455e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128863 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -20645116.000000 Penalty: 5951.378418
	Iteration 21Q: 3 clusters Score -2.064512e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131187 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -20645612.000000 Penalty: 5951.378418
	Iteration 22Q: 3 clusters Score -2.064561e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133639 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -20646290.000000 Penalty: 5951.378418
	Iteration 23Q: 3 clusters Score -2.064629e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136197 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -20647124.000000 Penalty: 5951.378418
	Iteration 24Q: 3 clusters Score -2.064712e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138906 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -20648096.000000 Penalty: 5951.378418
	Iteration 25Q: 3 clusters Score -2.06481e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141589 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -20649132.000000 Penalty: 5951.378418
	Iteration 26Q: 3 clusters Score -2.064913e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144167 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -20650148.000000 Penalty: 5951.378418
	Iteration 27Q: 3 clusters Score -2.065015e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146687 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -20651062.000000 Penalty: 5951.378418
	Iteration 28Q: 3 clusters Score -2.065106e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149005 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -20652016.000000 Penalty: 5951.378418
	Iteration 29Q: 3 clusters Score -2.065202e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151055 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -20652786.000000 Penalty: 5951.378418
	Iteration 30Q: 3 clusters Score -2.065279e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152859 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -20653522.000000 Penalty: 5951.378418
	Iteration 31Q: 3 clusters Score -2.065352e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154427 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -20654228.000000 Penalty: 5951.378418
	Iteration 32Q: 3 clusters Score -2.065423e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155696 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -20654772.000000 Penalty: 5951.378418
	Iteration 33Q: 3 clusters Score -2.065477e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156744 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -20655126.000000 Penalty: 5951.378418
	Iteration 34Q: 3 clusters Score -2.065513e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157558 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -20655416.000000 Penalty: 5951.378418
	Iteration 35Q: 3 clusters Score -2.065542e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158224 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -20655638.000000 Penalty: 5951.378418
	Iteration 36Q: 3 clusters Score -2.065564e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158754 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -20655836.000000 Penalty: 5951.378418
	Iteration 37Q: 3 clusters Score -2.065584e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159177 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -20655976.000000 Penalty: 5951.378418
	Iteration 38Q: 3 clusters Score -2.065598e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159506 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -20656130.000000 Penalty: 5951.378418
	Iteration 39Q: 3 clusters Score -2.065613e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159754 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -20656262.000000 Penalty: 5951.378418
	Iteration 40F: 3 clusters Score -2.065626e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159955 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -20656380.000000 Penalty: 5951.378418
	Iteration 41Q: 3 clusters Score -2.065638e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160113 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -20656444.000000 Penalty: 5951.378418
	Iteration 42Q: 3 clusters Score -2.065644e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160253 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -20656482.000000 Penalty: 5951.378418
	Iteration 43Q: 3 clusters Score -2.065648e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160352 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -20656500.000000 Penalty: 5951.378418
	Iteration 44Q: 3 clusters Score -2.06565e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160434 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -20656556.000000 Penalty: 5951.378418
	Iteration 45Q: 3 clusters Score -2.065656e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160516 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -20656572.000000 Penalty: 5951.378418
	Iteration 46Q: 3 clusters Score -2.065657e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160591 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -20656584.000000 Penalty: 5951.378418
	Iteration 47Q: 3 clusters Score -2.065658e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160682 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -20656634.000000 Penalty: 5951.378418
	Iteration 48Q: 3 clusters Score -2.065663e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160761 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -20656652.000000 Penalty: 5951.378418
	Iteration 49Q: 3 clusters Score -2.065665e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160823 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -20656656.000000 Penalty: 5951.378418
	Iteration 50Q: 3 clusters Score -2.065666e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160864 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -20656690.000000 Penalty: 5951.378418
	Iteration 51Q: 3 clusters Score -2.065669e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160903 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -20656682.000000 Penalty: 5951.378418
	Iteration 52Q: 3 clusters Score -2.065668e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160940 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -20656716.000000 Penalty: 5951.378418
	Iteration 53Q: 3 clusters Score -2.065672e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160968 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -20656706.000000 Penalty: 5951.378418
	Iteration 54Q: 3 clusters Score -2.065671e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160991 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -20656738.000000 Penalty: 5951.378418
	Iteration 55Q: 3 clusters Score -2.065674e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161004 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -20656728.000000 Penalty: 5951.378418
	Iteration 56Q: 3 clusters Score -2.065673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161017 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -20656746.000000 Penalty: 5951.378418
	Iteration 57Q: 3 clusters Score -2.065675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161028 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -20656726.000000 Penalty: 5951.378418
	Iteration 58Q: 3 clusters Score -2.065673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161037 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -20656732.000000 Penalty: 5951.378418
	Iteration 59Q: 3 clusters Score -2.065673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161043 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -20656726.000000 Penalty: 5951.378418
	Iteration 60F: 3 clusters Score -2.065673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161051 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -20656740.000000 Penalty: 5951.378418
	Iteration 61Q: 3 clusters Score -2.065674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161057 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -20656732.000000 Penalty: 5951.378418
	Iteration 62Q: 3 clusters Score -2.065673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161064 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -20656748.000000 Penalty: 5951.378418
	Iteration 63Q: 3 clusters Score -2.065675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161072 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -20656760.000000 Penalty: 5951.378418
	Iteration 64Q: 3 clusters Score -2.065676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161077 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -20656728.000000 Penalty: 5951.378418
	Iteration 65Q: 3 clusters Score -2.065673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161080 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -20656744.000000 Penalty: 5951.378418
	Iteration 66Q: 3 clusters Score -2.065674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161084 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -20656754.000000 Penalty: 5951.378418
	Iteration 67Q: 3 clusters Score -2.065675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161091 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -20656768.000000 Penalty: 5951.378418
	Iteration 68Q: 3 clusters Score -2.065677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161091 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -20656776.000000 Penalty: 5951.378418
	Iteration 69Q: 3 clusters Score -2.065678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161091 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -20656774.000000 Penalty: 5951.378418
	Iteration 70Q: 3 clusters Score -2.065677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161092 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -20656776.000000 Penalty: 5951.378418
	Iteration 71Q: 3 clusters Score -2.065678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161095 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -20656770.000000 Penalty: 5951.378418
	Iteration 72Q: 3 clusters Score -2.065677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161099 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -20656760.000000 Penalty: 5951.378418
	Iteration 73Q: 3 clusters Score -2.065676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161104 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -20656772.000000 Penalty: 5951.378418
	Iteration 74Q: 3 clusters Score -2.065677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161109 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -20656772.000000 Penalty: 5951.378418
	Iteration 75Q: 3 clusters Score -2.065677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161114 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -20656782.000000 Penalty: 5951.378418
	Iteration 76Q: 3 clusters Score -2.065678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161118 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -20656770.000000 Penalty: 5951.378418
	Iteration 77Q: 3 clusters Score -2.065677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161120 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -20656786.000000 Penalty: 5951.378418
	Iteration 78Q: 3 clusters Score -2.065679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161120 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -20656790.000000 Penalty: 5951.378418
	Iteration 79Q: 3 clusters Score -2.065679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161121 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -20656798.000000 Penalty: 5951.378418
	Iteration 80F: 3 clusters Score -2.06568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Entering Unmasked Estep 
Score: -10035582.000000 Penalty: 2797.354492
	Iteration 0F: 2 clusters Score -1.003558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -9982595.000000 Penalty: 5594.708984
	Iteration 0F: 3 clusters Score -9982595 nChanged 37161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -10003770.000000 Penalty: 5594.708984
	Iteration 1F: 3 clusters Score -1.000377e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -10005127.000000 Penalty: 5594.708984
	Iteration 2Q: 3 clusters Score -1.000513e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -10007042.000000 Penalty: 5594.708984
	Iteration 3Q: 3 clusters Score -1.000704e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -10009482.000000 Penalty: 5594.708984
	Iteration 4F: 3 clusters Score -1.000948e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -10012711.000000 Penalty: 5594.708984
	Iteration 5F: 3 clusters Score -1.001271e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -10016601.000000 Penalty: 5594.708984
	Iteration 6F: 3 clusters Score -1.00166e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -10021025.000000 Penalty: 5594.708984
	Iteration 7F: 3 clusters Score -1.002102e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -10025419.000000 Penalty: 5594.708984
	Iteration 8F: 3 clusters Score -1.002542e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -10029169.000000 Penalty: 5594.708984
	Iteration 9Q: 3 clusters Score -1.002917e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -10032186.000000 Penalty: 5594.708984
	Iteration 10Q: 3 clusters Score -1.003219e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 72565 members 
Entering Unmasked Estep 
Score: -10034170.000000 Penalty: 5594.708984
	Iteration 11Q: 3 clusters Score -1.003417e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 73208 members 
Entering Unmasked Estep 
Score: -10034551.000000 Penalty: 5594.708984
	Iteration 12Q: 3 clusters Score -1.003455e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 73695 members 
Entering Unmasked Estep 
Score: -10034817.000000 Penalty: 5594.708984
	Iteration 13Q: 3 clusters Score -1.003482e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 74060 members 
Entering Unmasked Estep 
Score: -10034928.000000 Penalty: 5594.708984
	Iteration 14Q: 3 clusters Score -1.003493e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -10034993.000000 Penalty: 5594.708984
	Iteration 15Q: 3 clusters Score -1.003499e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 74555 members 
Entering Unmasked Estep 
Score: -10035057.000000 Penalty: 5594.708984
	Iteration 16Q: 3 clusters Score -1.003506e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
Score: -10035119.000000 Penalty: 5594.708984
	Iteration 17Q: 3 clusters Score -1.003512e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -10035143.000000 Penalty: 5594.708984
	Iteration 18Q: 3 clusters Score -1.003514e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 74971 members 
Entering Unmasked Estep 
Score: -10035177.000000 Penalty: 5594.708984
	Iteration 19Q: 3 clusters Score -1.003518e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 75068 members 
Entering Unmasked Estep 
Score: -10035192.000000 Penalty: 5594.708984
	Iteration 20F: 3 clusters Score -1.003519e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -10035204.000000 Penalty: 5594.708984
	Iteration 21Q: 3 clusters Score -1.00352e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -10035211.000000 Penalty: 5594.708984
	Iteration 22Q: 3 clusters Score -1.003521e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -10035219.000000 Penalty: 5594.708984
	Iteration 23Q: 3 clusters Score -1.003522e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -10035233.000000 Penalty: 5594.708984
	Iteration 24Q: 3 clusters Score -1.003523e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 75348 members 
Entering Unmasked Estep 
Score: -10035235.000000 Penalty: 5594.708984
	Iteration 25Q: 3 clusters Score -1.003524e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 75387 members 
Entering Unmasked Estep 
Score: -10035250.000000 Penalty: 5594.708984
	Iteration 26Q: 3 clusters Score -1.003525e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -10035233.000000 Penalty: 5594.708984
	Iteration 27Q: 3 clusters Score -1.003523e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -10035234.000000 Penalty: 5594.708984
	Iteration 28Q: 3 clusters Score -1.003523e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -10035235.000000 Penalty: 5594.708984
	Iteration 29Q: 3 clusters Score -1.003524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 75494 members 
Entering Unmasked Estep 
Score: -10035234.000000 Penalty: 5594.708984
	Iteration 30Q: 3 clusters Score -1.003523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -10035238.000000 Penalty: 5594.708984
	Iteration 31Q: 3 clusters Score -1.003524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 75532 members 
Entering Unmasked Estep 
Score: -10035231.000000 Penalty: 5594.708984
	Iteration 32Q: 3 clusters Score -1.003523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 75541 members 
Entering Unmasked Estep 
Score: -10035239.000000 Penalty: 5594.708984
	Iteration 33Q: 3 clusters Score -1.003524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -10035238.000000 Penalty: 5594.708984
	Iteration 34Q: 3 clusters Score -1.003524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -10035239.000000 Penalty: 5594.708984
	Iteration 35Q: 3 clusters Score -1.003524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -10035242.000000 Penalty: 5594.708984
	Iteration 36Q: 3 clusters Score -1.003524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 75550 members 
Entering Unmasked Estep 
Score: -10035243.000000 Penalty: 5594.708984
	Iteration 37Q: 3 clusters Score -1.003524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 75551 members 
Entering Unmasked Estep 
Score: -10035245.000000 Penalty: 5594.708984
	Iteration 38Q: 3 clusters Score -1.003524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 75552 members 
Entering Unmasked Estep 
Score: -10035242.000000 Penalty: 5594.708984
	Iteration 39Q: 3 clusters Score -1.003524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -10035243.000000 Penalty: 5594.708984
	Iteration 40F: 3 clusters Score -1.003524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -81088.343750 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -81088.34 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 353 members 
Entering Unmasked Estep 
Score: -79434.515625 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -79434.52 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80128.601562 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -80128.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -80439.265625 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -80439.27 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80767.960938 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -80767.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -81136.726562 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -81136.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -81232.789062 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -81232.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81313.023438 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -81313.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81392.703125 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -81392.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81446.781250 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -81446.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -81520.875000 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -81520.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81574.218750 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -81574.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -81666.742188 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -81666.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81759.382812 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -81759.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81804.015625 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -81804.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81822.351562 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -81822.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81835.664062 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -81835.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81845.320312 Penalty: 3312.457520
	Iteration 16Q: 3 clusters Score -81845.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81852.703125 Penalty: 3312.457520
	Iteration 17Q: 3 clusters Score -81852.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81852.804688 Penalty: 3312.457520
	Iteration 18F: 3 clusters Score -81852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81855.359375 Penalty: 3312.457520
	Iteration 19Q: 3 clusters Score -81855.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81855.359375 Penalty: 3312.457520
	Iteration 20F: 3 clusters Score -81855.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76981 members 
Mstep: Class 3 contains 78563 members 
Mstep: Class 4 contains 138492 members 
Mstep: Class 5 contains 152782 members 
Mstep: Class 6 contains 79328 members 
Mstep: Class 7 contains 338 members 
Mstep: Class 8 contains 148392 members 
Mstep: Class 9 contains 24563 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 155670 members 
Mstep: Class 12 contains 168113 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 162551 members 
Mstep: Class 16 contains 79194 members 
Mstep: Class 17 contains 457 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8135 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
Score: -161327776.000000 Penalty: 73281.218750
Splitting cluster 17 changes total score from -161328480.000000 to -161327776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Entering Unmasked Estep 
Score: -251117.093750 Penalty: 1887.736938
	Iteration 0F: 2 clusters Score -251117.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -248436.125000 Penalty: 3775.473877
	Iteration 0F: 3 clusters Score -248436.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -248869.171875 Penalty: 3775.473877
	Iteration 1F: 3 clusters Score -248869.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -249027.093750 Penalty: 3775.473877
	Iteration 2F: 3 clusters Score -249027.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -249111.234375 Penalty: 3775.473877
	Iteration 3Q: 3 clusters Score -249111.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -249163.609375 Penalty: 3775.473877
	Iteration 4Q: 3 clusters Score -249163.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -249203.718750 Penalty: 3775.473877
	Iteration 5Q: 3 clusters Score -249203.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -249241.171875 Penalty: 3775.473877
	Iteration 6Q: 3 clusters Score -249241.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -249268.031250 Penalty: 3775.473877
	Iteration 7Q: 3 clusters Score -249268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -249289.968750 Penalty: 3775.473877
	Iteration 8Q: 3 clusters Score -249290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -249320.281250 Penalty: 3775.473877
	Iteration 9Q: 3 clusters Score -249320.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -249343.984375 Penalty: 3775.473877
	Iteration 10Q: 3 clusters Score -249344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -249359.515625 Penalty: 3775.473877
	Iteration 11Q: 3 clusters Score -249359.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -249373.328125 Penalty: 3775.473877
	Iteration 12Q: 3 clusters Score -249373.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -249389.796875 Penalty: 3775.473877
	Iteration 13Q: 3 clusters Score -249389.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -249412.359375 Penalty: 3775.473877
	Iteration 14Q: 3 clusters Score -249412.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -249429.718750 Penalty: 3775.473877
	Iteration 15Q: 3 clusters Score -249429.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -249450.953125 Penalty: 3775.473877
	Iteration 16Q: 3 clusters Score -249451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -249469.718750 Penalty: 3775.473877
	Iteration 17Q: 3 clusters Score -249469.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -249485.125000 Penalty: 3775.473877
	Iteration 18Q: 3 clusters Score -249485.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -249503.281250 Penalty: 3775.473877
	Iteration 19Q: 3 clusters Score -249503.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -249514.343750 Penalty: 3775.473877
	Iteration 20F: 3 clusters Score -249514.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -249527.843750 Penalty: 3775.473877
	Iteration 21Q: 3 clusters Score -249527.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -249549.671875 Penalty: 3775.473877
	Iteration 22Q: 3 clusters Score -249549.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -249568.359375 Penalty: 3775.473877
	Iteration 23Q: 3 clusters Score -249568.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -249583.078125 Penalty: 3775.473877
	Iteration 24Q: 3 clusters Score -249583.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -249594.406250 Penalty: 3775.473877
	Iteration 25Q: 3 clusters Score -249594.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -249607.140625 Penalty: 3775.473877
	Iteration 26Q: 3 clusters Score -249607.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -249619.265625 Penalty: 3775.473877
	Iteration 27Q: 3 clusters Score -249619.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -249634.250000 Penalty: 3775.473877
	Iteration 28Q: 3 clusters Score -249634.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -249645.093750 Penalty: 3775.473877
	Iteration 29Q: 3 clusters Score -249645.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -249658.734375 Penalty: 3775.473877
	Iteration 30Q: 3 clusters Score -249658.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -249680.750000 Penalty: 3775.473877
	Iteration 31Q: 3 clusters Score -249680.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -249712.562500 Penalty: 3775.473877
	Iteration 32Q: 3 clusters Score -249712.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -249751.187500 Penalty: 3775.473877
	Iteration 33Q: 3 clusters Score -249751.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -249786.609375 Penalty: 3775.473877
	Iteration 34Q: 3 clusters Score -249786.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -249820.031250 Penalty: 3775.473877
	Iteration 35Q: 3 clusters Score -249820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -249862.734375 Penalty: 3775.473877
	Iteration 36Q: 3 clusters Score -249862.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -249897.578125 Penalty: 3775.473877
	Iteration 37Q: 3 clusters Score -249897.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -249943.140625 Penalty: 3775.473877
	Iteration 38Q: 3 clusters Score -249943.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -250000.187500 Penalty: 3775.473877
	Iteration 39Q: 3 clusters Score -250000.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -250054.031250 Penalty: 3775.473877
	Iteration 40F: 3 clusters Score -250054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -250079.109375 Penalty: 3775.473877
	Iteration 41Q: 3 clusters Score -250079.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -250097.156250 Penalty: 3775.473877
	Iteration 42Q: 3 clusters Score -250097.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -250107.328125 Penalty: 3775.473877
	Iteration 43Q: 3 clusters Score -250107.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -250111.500000 Penalty: 3775.473877
	Iteration 44Q: 3 clusters Score -250111.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -250112.171875 Penalty: 3775.473877
	Iteration 45Q: 3 clusters Score -250112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -250112.171875 Penalty: 3775.473877
	Iteration 46F: 3 clusters Score -250112.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Entering Unmasked Estep 
Score: -982832.687500 Penalty: 2232.974854
	Iteration 0F: 2 clusters Score -982832.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -976345.500000 Penalty: 4465.949707
	Iteration 0F: 3 clusters Score -976345.5 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -978242.750000 Penalty: 4465.949707
	Iteration 1F: 3 clusters Score -978242.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -978863.125000 Penalty: 4465.949707
	Iteration 2F: 3 clusters Score -978863.1 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -979484.750000 Penalty: 4465.949707
	Iteration 3F: 3 clusters Score -979484.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -980004.187500 Penalty: 4465.949707
	Iteration 4F: 3 clusters Score -980004.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -980411.750000 Penalty: 4465.949707
	Iteration 5F: 3 clusters Score -980411.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -980722.437500 Penalty: 4465.949707
	Iteration 6F: 3 clusters Score -980722.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -980918.750000 Penalty: 4465.949707
	Iteration 7Q: 3 clusters Score -980918.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -981052.500000 Penalty: 4465.949707
	Iteration 8Q: 3 clusters Score -981052.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -981149.000000 Penalty: 4465.949707
	Iteration 9Q: 3 clusters Score -981149 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -981219.187500 Penalty: 4465.949707
	Iteration 10Q: 3 clusters Score -981219.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -981273.500000 Penalty: 4465.949707
	Iteration 11Q: 3 clusters Score -981273.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -981312.812500 Penalty: 4465.949707
	Iteration 12Q: 3 clusters Score -981312.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -981352.125000 Penalty: 4465.949707
	Iteration 13Q: 3 clusters Score -981352.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -981391.937500 Penalty: 4465.949707
	Iteration 14Q: 3 clusters Score -981391.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -981444.500000 Penalty: 4465.949707
	Iteration 15Q: 3 clusters Score -981444.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -981482.750000 Penalty: 4465.949707
	Iteration 16Q: 3 clusters Score -981482.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -981504.187500 Penalty: 4465.949707
	Iteration 17Q: 3 clusters Score -981504.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -981516.687500 Penalty: 4465.949707
	Iteration 18Q: 3 clusters Score -981516.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -981521.687500 Penalty: 4465.949707
	Iteration 19Q: 3 clusters Score -981521.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -981525.437500 Penalty: 4465.949707
	Iteration 20F: 3 clusters Score -981525.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -981528.687500 Penalty: 4465.949707
	Iteration 21Q: 3 clusters Score -981528.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -981532.312500 Penalty: 4465.949707
	Iteration 22Q: 3 clusters Score -981532.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -981532.687500 Penalty: 4465.949707
	Iteration 23Q: 3 clusters Score -981532.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -981538.062500 Penalty: 4465.949707
	Iteration 24Q: 3 clusters Score -981538.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -981544.312500 Penalty: 4465.949707
	Iteration 25Q: 3 clusters Score -981544.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -981549.187500 Penalty: 4465.949707
	Iteration 26Q: 3 clusters Score -981549.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -981553.812500 Penalty: 4465.949707
	Iteration 27Q: 3 clusters Score -981553.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -981558.500000 Penalty: 4465.949707
	Iteration 28Q: 3 clusters Score -981558.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -981560.187500 Penalty: 4465.949707
	Iteration 29Q: 3 clusters Score -981560.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -981561.125000 Penalty: 4465.949707
	Iteration 30Q: 3 clusters Score -981561.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -981561.062500 Penalty: 4465.949707
	Iteration 31Q: 3 clusters Score -981561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -981563.125000 Penalty: 4465.949707
	Iteration 32Q: 3 clusters Score -981563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -981565.250000 Penalty: 4465.949707
	Iteration 33Q: 3 clusters Score -981565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -981564.562500 Penalty: 4465.949707
	Iteration 34Q: 3 clusters Score -981564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -981565.375000 Penalty: 4465.949707
	Iteration 35Q: 3 clusters Score -981565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -981566.562500 Penalty: 4465.949707
	Iteration 36Q: 3 clusters Score -981566.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -981567.437500 Penalty: 4465.949707
	Iteration 37Q: 3 clusters Score -981567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -981567.750000 Penalty: 4465.949707
	Iteration 38Q: 3 clusters Score -981567.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -981568.562500 Penalty: 4465.949707
	Iteration 39Q: 3 clusters Score -981568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -981568.562500 Penalty: 4465.949707
	Iteration 40F: 3 clusters Score -981568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -981570.500000 Penalty: 4465.949707
	Iteration 41Q: 3 clusters Score -981570.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -981570.500000 Penalty: 4465.949707
	Iteration 42F: 3 clusters Score -981570.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -62666.695312 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -62666.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61115.906250 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -61115.91 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61524.515625 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -61524.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61831.855469 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -61831.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62016.058594 Penalty: 3193.917725
	Iteration 3F: 3 clusters Score -62016.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62257.964844 Penalty: 3193.917725
	Iteration 4F: 3 clusters Score -62257.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62482.414062 Penalty: 3193.917725
	Iteration 5F: 3 clusters Score -62482.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62660.664062 Penalty: 3193.917725
	Iteration 6F: 3 clusters Score -62660.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62783.132812 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -62783.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62861.343750 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -62861.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62909.269531 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -62909.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -62929.769531 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -62929.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -62929.769531 Penalty: 3193.917725
	Iteration 11F: 3 clusters Score -62929.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76981 members 
Mstep: Class 3 contains 78563 members 
Mstep: Class 4 contains 138492 members 
Mstep: Class 5 contains 152782 members 
Mstep: Class 6 contains 79328 members 
Mstep: Class 7 contains 194 members 
Mstep: Class 8 contains 148392 members 
Mstep: Class 9 contains 24563 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 155670 members 
Mstep: Class 12 contains 168113 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 162551 members 
Mstep: Class 16 contains 79194 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8135 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
Score: -161327200.000000 Penalty: 73281.218750
Splitting cluster 20 changes total score from -161328480.000000 to -161327200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Entering Unmasked Estep 
Score: -266150.281250 Penalty: 1900.408569
	Iteration 0F: 2 clusters Score -266150.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -263415.406250 Penalty: 3800.817139
	Iteration 0F: 3 clusters Score -263415.4 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -263888.875000 Penalty: 3800.817139
	Iteration 1F: 3 clusters Score -263888.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -264025.343750 Penalty: 3800.817139
	Iteration 2F: 3 clusters Score -264025.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -264095.718750 Penalty: 3800.817139
	Iteration 3Q: 3 clusters Score -264095.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -264135.562500 Penalty: 3800.817139
	Iteration 4Q: 3 clusters Score -264135.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -264160.781250 Penalty: 3800.817139
	Iteration 5Q: 3 clusters Score -264160.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -264179.843750 Penalty: 3800.817139
	Iteration 6Q: 3 clusters Score -264179.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -264191.656250 Penalty: 3800.817139
	Iteration 7Q: 3 clusters Score -264191.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -264199.875000 Penalty: 3800.817139
	Iteration 8Q: 3 clusters Score -264199.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -264205.656250 Penalty: 3800.817139
	Iteration 9Q: 3 clusters Score -264205.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -264207.406250 Penalty: 3800.817139
	Iteration 10Q: 3 clusters Score -264207.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -264210.906250 Penalty: 3800.817139
	Iteration 11Q: 3 clusters Score -264210.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -264215.656250 Penalty: 3800.817139
	Iteration 12Q: 3 clusters Score -264215.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -264220.406250 Penalty: 3800.817139
	Iteration 13Q: 3 clusters Score -264220.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -264229.593750 Penalty: 3800.817139
	Iteration 14Q: 3 clusters Score -264229.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -264234.375000 Penalty: 3800.817139
	Iteration 15Q: 3 clusters Score -264234.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -264238.156250 Penalty: 3800.817139
	Iteration 16Q: 3 clusters Score -264238.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -264242.125000 Penalty: 3800.817139
	Iteration 17Q: 3 clusters Score -264242.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -264244.687500 Penalty: 3800.817139
	Iteration 18Q: 3 clusters Score -264244.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -264245.156250 Penalty: 3800.817139
	Iteration 19Q: 3 clusters Score -264245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -264245.562500 Penalty: 3800.817139
	Iteration 20F: 3 clusters Score -264245.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -264245.906250 Penalty: 3800.817139
	Iteration 21Q: 3 clusters Score -264245.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -264247.062500 Penalty: 3800.817139
	Iteration 22Q: 3 clusters Score -264247.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -264247.562500 Penalty: 3800.817139
	Iteration 23Q: 3 clusters Score -264247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -264247.875000 Penalty: 3800.817139
	Iteration 24Q: 3 clusters Score -264247.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -264250.468750 Penalty: 3800.817139
	Iteration 25Q: 3 clusters Score -264250.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -264253.031250 Penalty: 3800.817139
	Iteration 26Q: 3 clusters Score -264253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -264253.937500 Penalty: 3800.817139
	Iteration 27Q: 3 clusters Score -264253.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -264254.843750 Penalty: 3800.817139
	Iteration 28Q: 3 clusters Score -264254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -264255.281250 Penalty: 3800.817139
	Iteration 29Q: 3 clusters Score -264255.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -264256.000000 Penalty: 3800.817139
	Iteration 30Q: 3 clusters Score -264256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -264256.000000 Penalty: 3800.817139
	Iteration 31F: 3 clusters Score -264256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76981 members 
Mstep: Class 3 contains 78563 members 
Mstep: Class 4 contains 138492 members 
Mstep: Class 5 contains 152782 members 
Mstep: Class 6 contains 79328 members 
Mstep: Class 8 contains 148392 members 
Mstep: Class 9 contains 24563 members 
Mstep: Class 10 contains 9930 members 
Mstep: Class 11 contains 155670 members 
Mstep: Class 12 contains 168113 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 162551 members 
Mstep: Class 16 contains 79194 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8135 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328736.000000 Penalty: 69791.640625
Iteration 159Q: 21 clusters Score -1.613287e+08 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76934 members 
Mstep: Class 3 contains 78519 members 
Mstep: Class 4 contains 138409 members 
Mstep: Class 5 contains 153092 members 
Mstep: Class 6 contains 79384 members 
Mstep: Class 8 contains 148333 members 
Mstep: Class 9 contains 24574 members 
Mstep: Class 10 contains 9921 members 
Mstep: Class 11 contains 155683 members 
Mstep: Class 12 contains 168004 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1200 members 
Mstep: Class 15 contains 162510 members 
Mstep: Class 16 contains 79196 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 8139 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328912.000000 Penalty: 69791.640625
Iteration 160F: 21 clusters Score -1.613289e+08 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76887 members 
Mstep: Class 3 contains 78479 members 
Mstep: Class 4 contains 138304 members 
Mstep: Class 5 contains 153391 members 
Mstep: Class 6 contains 79448 members 
Mstep: Class 8 contains 148288 members 
Mstep: Class 9 contains 24574 members 
Mstep: Class 10 contains 9910 members 
Mstep: Class 11 contains 155680 members 
Mstep: Class 12 contains 167954 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1201 members 
Mstep: Class 15 contains 162435 members 
Mstep: Class 16 contains 79207 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 8140 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329056.000000 Penalty: 69791.640625
Iteration 161Q: 21 clusters Score -1.613291e+08 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76875 members 
Mstep: Class 3 contains 78440 members 
Mstep: Class 4 contains 138164 members 
Mstep: Class 5 contains 153686 members 
Mstep: Class 6 contains 79518 members 
Mstep: Class 8 contains 148245 members 
Mstep: Class 9 contains 24570 members 
Mstep: Class 10 contains 9900 members 
Mstep: Class 11 contains 155670 members 
Mstep: Class 12 contains 167904 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1201 members 
Mstep: Class 15 contains 162372 members 
Mstep: Class 16 contains 79211 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 8143 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329072.000000 Penalty: 69791.640625
Iteration 162Q: 21 clusters Score -1.613291e+08 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76841 members 
Mstep: Class 3 contains 78403 members 
Mstep: Class 4 contains 138030 members 
Mstep: Class 5 contains 153985 members 
Mstep: Class 6 contains 79594 members 
Mstep: Class 8 contains 148215 members 
Mstep: Class 9 contains 24577 members 
Mstep: Class 10 contains 9892 members 
Mstep: Class 11 contains 155656 members 
Mstep: Class 12 contains 167843 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1200 members 
Mstep: Class 15 contains 162308 members 
Mstep: Class 16 contains 79208 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 8146 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329280.000000 Penalty: 69791.640625
Iteration 163Q: 21 clusters Score -1.613293e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76803 members 
Mstep: Class 3 contains 78361 members 
Mstep: Class 4 contains 137945 members 
Mstep: Class 5 contains 154314 members 
Mstep: Class 6 contains 79642 members 
Mstep: Class 8 contains 148208 members 
Mstep: Class 9 contains 24572 members 
Mstep: Class 10 contains 9892 members 
Mstep: Class 11 contains 155674 members 
Mstep: Class 12 contains 167726 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 162203 members 
Mstep: Class 16 contains 79210 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 8149 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329088.000000 Penalty: 69791.640625
Iteration 164Q: 21 clusters Score -1.613291e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76772 members 
Mstep: Class 3 contains 78329 members 
Mstep: Class 4 contains 137840 members 
Mstep: Class 5 contains 154655 members 
Mstep: Class 6 contains 79697 members 
Mstep: Class 8 contains 148175 members 
Mstep: Class 9 contains 24577 members 
Mstep: Class 10 contains 9898 members 
Mstep: Class 11 contains 155694 members 
Mstep: Class 12 contains 167567 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 162115 members 
Mstep: Class 16 contains 79228 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 8152 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329392.000000 Penalty: 69791.640625
Iteration 165Q: 21 clusters Score -1.613294e+08 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76714 members 
Mstep: Class 3 contains 78303 members 
Mstep: Class 4 contains 137699 members 
Mstep: Class 5 contains 154963 members 
Mstep: Class 6 contains 79762 members 
Mstep: Class 8 contains 148146 members 
Mstep: Class 9 contains 24577 members 
Mstep: Class 10 contains 9893 members 
Mstep: Class 11 contains 155698 members 
Mstep: Class 12 contains 167452 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 162092 members 
Mstep: Class 16 contains 79244 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 8156 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329392.000000 Penalty: 69791.640625
Iteration 166Q: 21 clusters Score -1.613294e+08 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76657 members 
Mstep: Class 3 contains 78273 members 
Mstep: Class 4 contains 137567 members 
Mstep: Class 5 contains 155261 members 
Mstep: Class 6 contains 79848 members 
Mstep: Class 8 contains 148105 members 
Mstep: Class 9 contains 24582 members 
Mstep: Class 10 contains 9886 members 
Mstep: Class 11 contains 155679 members 
Mstep: Class 12 contains 167370 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 162047 members 
Mstep: Class 16 contains 79266 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329600.000000 Penalty: 69791.640625
Iteration 167Q: 21 clusters Score -1.613296e+08 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76575 members 
Mstep: Class 3 contains 78243 members 
Mstep: Class 4 contains 137427 members 
Mstep: Class 5 contains 155615 members 
Mstep: Class 6 contains 79917 members 
Mstep: Class 8 contains 148077 members 
Mstep: Class 9 contains 24592 members 
Mstep: Class 10 contains 9886 members 
Mstep: Class 11 contains 155673 members 
Mstep: Class 12 contains 167246 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 161997 members 
Mstep: Class 16 contains 79292 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330016.000000 Penalty: 69791.640625
Iteration 168Q: 21 clusters Score -1.6133e+08 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76492 members 
Mstep: Class 3 contains 78217 members 
Mstep: Class 4 contains 137292 members 
Mstep: Class 5 contains 155919 members 
Mstep: Class 6 contains 79991 members 
Mstep: Class 8 contains 148017 members 
Mstep: Class 9 contains 24596 members 
Mstep: Class 10 contains 9881 members 
Mstep: Class 11 contains 155665 members 
Mstep: Class 12 contains 167141 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 162021 members 
Mstep: Class 16 contains 79304 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8160 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329984.000000 Penalty: 69791.640625
Iteration 169Q: 21 clusters Score -1.6133e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76408 members 
Mstep: Class 3 contains 78187 members 
Mstep: Class 4 contains 137124 members 
Mstep: Class 5 contains 156219 members 
Mstep: Class 6 contains 80064 members 
Mstep: Class 8 contains 147954 members 
Mstep: Class 9 contains 24609 members 
Mstep: Class 10 contains 9877 members 
Mstep: Class 11 contains 155662 members 
Mstep: Class 12 contains 167063 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1200 members 
Mstep: Class 15 contains 162045 members 
Mstep: Class 16 contains 79319 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 8163 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329968.000000 Penalty: 69791.640625
Iteration 170Q: 21 clusters Score -1.6133e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76330 members 
Mstep: Class 3 contains 78151 members 
Mstep: Class 4 contains 136949 members 
Mstep: Class 5 contains 156506 members 
Mstep: Class 6 contains 80154 members 
Mstep: Class 8 contains 147866 members 
Mstep: Class 9 contains 24624 members 
Mstep: Class 10 contains 9866 members 
Mstep: Class 11 contains 155667 members 
Mstep: Class 12 contains 166971 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1200 members 
Mstep: Class 15 contains 162120 members 
Mstep: Class 16 contains 79323 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 8166 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330112.000000 Penalty: 69791.640625
Iteration 171Q: 21 clusters Score -1.613301e+08 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76230 members 
Mstep: Class 3 contains 78119 members 
Mstep: Class 4 contains 136728 members 
Mstep: Class 5 contains 156784 members 
Mstep: Class 6 contains 80253 members 
Mstep: Class 8 contains 147809 members 
Mstep: Class 9 contains 24618 members 
Mstep: Class 10 contains 9859 members 
Mstep: Class 11 contains 155645 members 
Mstep: Class 12 contains 166903 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1200 members 
Mstep: Class 15 contains 162246 members 
Mstep: Class 16 contains 79330 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 8170 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330144.000000 Penalty: 69791.640625
Iteration 172Q: 21 clusters Score -1.613301e+08 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76118 members 
Mstep: Class 3 contains 78085 members 
Mstep: Class 4 contains 136513 members 
Mstep: Class 5 contains 157079 members 
Mstep: Class 6 contains 80348 members 
Mstep: Class 8 contains 147744 members 
Mstep: Class 9 contains 24619 members 
Mstep: Class 10 contains 9857 members 
Mstep: Class 11 contains 155624 members 
Mstep: Class 12 contains 166783 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1200 members 
Mstep: Class 15 contains 162417 members 
Mstep: Class 16 contains 79335 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 8172 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330256.000000 Penalty: 69791.640625
Iteration 173Q: 21 clusters Score -1.613303e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76018 members 
Mstep: Class 3 contains 78045 members 
Mstep: Class 4 contains 136314 members 
Mstep: Class 5 contains 157344 members 
Mstep: Class 6 contains 80442 members 
Mstep: Class 8 contains 147680 members 
Mstep: Class 9 contains 24620 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 155601 members 
Mstep: Class 12 contains 166716 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 162547 members 
Mstep: Class 16 contains 79340 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 8175 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330064.000000 Penalty: 69791.640625
Iteration 174Q: 21 clusters Score -1.613301e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75907 members 
Mstep: Class 3 contains 78020 members 
Mstep: Class 4 contains 136141 members 
Mstep: Class 5 contains 157592 members 
Mstep: Class 6 contains 80553 members 
Mstep: Class 8 contains 147649 members 
Mstep: Class 9 contains 24605 members 
Mstep: Class 10 contains 9841 members 
Mstep: Class 11 contains 155602 members 
Mstep: Class 12 contains 166604 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 162656 members 
Mstep: Class 16 contains 79346 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 8178 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330208.000000 Penalty: 69791.640625
Iteration 175Q: 21 clusters Score -1.613302e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75812 members 
Mstep: Class 3 contains 77991 members 
Mstep: Class 4 contains 135941 members 
Mstep: Class 5 contains 157801 members 
Mstep: Class 6 contains 80660 members 
Mstep: Class 8 contains 147601 members 
Mstep: Class 9 contains 24599 members 
Mstep: Class 10 contains 9838 members 
Mstep: Class 11 contains 155589 members 
Mstep: Class 12 contains 166580 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 162765 members 
Mstep: Class 16 contains 79335 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 8182 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330272.000000 Penalty: 69791.640625
Iteration 176Q: 21 clusters Score -1.613303e+08 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75690 members 
Mstep: Class 3 contains 77946 members 
Mstep: Class 4 contains 135741 members 
Mstep: Class 5 contains 157988 members 
Mstep: Class 6 contains 80770 members 
Mstep: Class 8 contains 147546 members 
Mstep: Class 9 contains 24592 members 
Mstep: Class 10 contains 9833 members 
Mstep: Class 11 contains 155588 members 
Mstep: Class 12 contains 166585 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 162912 members 
Mstep: Class 16 contains 79317 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 8187 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330096.000000 Penalty: 69791.640625
Iteration 177Q: 21 clusters Score -1.613301e+08 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75588 members 
Mstep: Class 3 contains 77916 members 
Mstep: Class 4 contains 135542 members 
Mstep: Class 5 contains 158159 members 
Mstep: Class 6 contains 80874 members 
Mstep: Class 8 contains 147492 members 
Mstep: Class 9 contains 24576 members 
Mstep: Class 10 contains 9825 members 
Mstep: Class 11 contains 155580 members 
Mstep: Class 12 contains 166565 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 163064 members 
Mstep: Class 16 contains 79322 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 8192 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330128.000000 Penalty: 69791.640625
Iteration 178Q: 21 clusters Score -1.613301e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75494 members 
Mstep: Class 3 contains 77864 members 
Mstep: Class 4 contains 135334 members 
Mstep: Class 5 contains 158341 members 
Mstep: Class 6 contains 80991 members 
Mstep: Class 8 contains 147422 members 
Mstep: Class 9 contains 24567 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 155593 members 
Mstep: Class 12 contains 166502 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 163255 members 
Mstep: Class 16 contains 79318 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329984.000000 Penalty: 69791.640625
Iteration 179Q: 21 clusters Score -1.6133e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75384 members 
Mstep: Class 3 contains 77848 members 
Mstep: Class 4 contains 135067 members 
Mstep: Class 5 contains 158467 members 
Mstep: Class 6 contains 81115 members 
Mstep: Class 8 contains 147336 members 
Mstep: Class 9 contains 24557 members 
Mstep: Class 10 contains 9814 members 
Mstep: Class 11 contains 155625 members 
Mstep: Class 12 contains 166485 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 163496 members 
Mstep: Class 16 contains 79306 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 8196 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330368.000000 Penalty: 69791.640625
Iteration 180F: 21 clusters Score -1.613304e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75312 members 
Mstep: Class 3 contains 77815 members 
Mstep: Class 4 contains 134774 members 
Mstep: Class 5 contains 158590 members 
Mstep: Class 6 contains 81215 members 
Mstep: Class 8 contains 147243 members 
Mstep: Class 9 contains 24558 members 
Mstep: Class 10 contains 9809 members 
Mstep: Class 11 contains 155665 members 
Mstep: Class 12 contains 166463 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1201 members 
Mstep: Class 15 contains 163761 members 
Mstep: Class 16 contains 79292 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 8197 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330384.000000 Penalty: 69791.640625
Iteration 181Q: 21 clusters Score -1.613304e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75249 members 
Mstep: Class 3 contains 77760 members 
Mstep: Class 4 contains 134516 members 
Mstep: Class 5 contains 158708 members 
Mstep: Class 6 contains 81301 members 
Mstep: Class 8 contains 147170 members 
Mstep: Class 9 contains 24560 members 
Mstep: Class 10 contains 9800 members 
Mstep: Class 11 contains 155712 members 
Mstep: Class 12 contains 166470 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1201 members 
Mstep: Class 15 contains 163964 members 
Mstep: Class 16 contains 79286 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 8198 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330304.000000 Penalty: 69791.640625
Iteration 182Q: 21 clusters Score -1.613303e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75190 members 
Mstep: Class 3 contains 77685 members 
Mstep: Class 4 contains 134287 members 
Mstep: Class 5 contains 158831 members 
Mstep: Class 6 contains 81406 members 
Mstep: Class 8 contains 147118 members 
Mstep: Class 9 contains 24568 members 
Mstep: Class 10 contains 9796 members 
Mstep: Class 11 contains 155736 members 
Mstep: Class 12 contains 166427 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1201 members 
Mstep: Class 15 contains 164184 members 
Mstep: Class 16 contains 79267 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 8199 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330432.000000 Penalty: 69791.640625
Iteration 183Q: 21 clusters Score -1.613304e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75130 members 
Mstep: Class 3 contains 77621 members 
Mstep: Class 4 contains 134055 members 
Mstep: Class 5 contains 158923 members 
Mstep: Class 6 contains 81515 members 
Mstep: Class 8 contains 147067 members 
Mstep: Class 9 contains 24569 members 
Mstep: Class 10 contains 9795 members 
Mstep: Class 11 contains 155763 members 
Mstep: Class 12 contains 166389 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1201 members 
Mstep: Class 15 contains 164415 members 
Mstep: Class 16 contains 79252 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 8200 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330432.000000 Penalty: 69791.640625
Iteration 184Q: 21 clusters Score -1.613304e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75073 members 
Mstep: Class 3 contains 77568 members 
Mstep: Class 4 contains 133837 members 
Mstep: Class 5 contains 158985 members 
Mstep: Class 6 contains 81616 members 
Mstep: Class 8 contains 147027 members 
Mstep: Class 9 contains 24565 members 
Mstep: Class 10 contains 9792 members 
Mstep: Class 11 contains 155792 members 
Mstep: Class 12 contains 166390 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1202 members 
Mstep: Class 15 contains 164589 members 
Mstep: Class 16 contains 79255 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 8203 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330576.000000 Penalty: 69791.640625
Iteration 185Q: 21 clusters Score -1.613306e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 75030 members 
Mstep: Class 3 contains 77501 members 
Mstep: Class 4 contains 133636 members 
Mstep: Class 5 contains 159078 members 
Mstep: Class 6 contains 81695 members 
Mstep: Class 8 contains 146989 members 
Mstep: Class 9 contains 24546 members 
Mstep: Class 10 contains 9784 members 
Mstep: Class 11 contains 155823 members 
Mstep: Class 12 contains 166395 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1201 members 
Mstep: Class 15 contains 164754 members 
Mstep: Class 16 contains 79255 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 8207 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330336.000000 Penalty: 69791.640625
Iteration 186Q: 21 clusters Score -1.613303e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74971 members 
Mstep: Class 3 contains 77432 members 
Mstep: Class 4 contains 133429 members 
Mstep: Class 5 contains 159128 members 
Mstep: Class 6 contains 81778 members 
Mstep: Class 8 contains 146943 members 
Mstep: Class 9 contains 24538 members 
Mstep: Class 10 contains 9785 members 
Mstep: Class 11 contains 155864 members 
Mstep: Class 12 contains 166467 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1201 members 
Mstep: Class 15 contains 164901 members 
Mstep: Class 16 contains 79246 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 8211 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330416.000000 Penalty: 69791.640625
Iteration 187Q: 21 clusters Score -1.613304e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74918 members 
Mstep: Class 3 contains 77383 members 
Mstep: Class 4 contains 133220 members 
Mstep: Class 5 contains 159193 members 
Mstep: Class 6 contains 81844 members 
Mstep: Class 8 contains 146889 members 
Mstep: Class 9 contains 24537 members 
Mstep: Class 10 contains 9787 members 
Mstep: Class 11 contains 155881 members 
Mstep: Class 12 contains 166543 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1201 members 
Mstep: Class 15 contains 165050 members 
Mstep: Class 16 contains 79235 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 8213 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330288.000000 Penalty: 69791.640625
Iteration 188Q: 21 clusters Score -1.613303e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74881 members 
Mstep: Class 3 contains 77336 members 
Mstep: Class 4 contains 133000 members 
Mstep: Class 5 contains 159272 members 
Mstep: Class 6 contains 81899 members 
Mstep: Class 8 contains 146856 members 
Mstep: Class 9 contains 24525 members 
Mstep: Class 10 contains 9785 members 
Mstep: Class 11 contains 155936 members 
Mstep: Class 12 contains 166594 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1202 members 
Mstep: Class 15 contains 165161 members 
Mstep: Class 16 contains 79232 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 8215 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330352.000000 Penalty: 69791.640625
Iteration 189Q: 21 clusters Score -1.613304e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74853 members 
Mstep: Class 3 contains 77299 members 
Mstep: Class 4 contains 132793 members 
Mstep: Class 5 contains 159299 members 
Mstep: Class 6 contains 81946 members 
Mstep: Class 8 contains 146823 members 
Mstep: Class 9 contains 24510 members 
Mstep: Class 10 contains 9785 members 
Mstep: Class 11 contains 155992 members 
Mstep: Class 12 contains 166687 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 165259 members 
Mstep: Class 16 contains 79224 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8220 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330496.000000 Penalty: 69791.640625
Iteration 190Q: 21 clusters Score -1.613305e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74827 members 
Mstep: Class 3 contains 77267 members 
Mstep: Class 4 contains 132601 members 
Mstep: Class 5 contains 159326 members 
Mstep: Class 6 contains 81991 members 
Mstep: Class 8 contains 146799 members 
Mstep: Class 9 contains 24509 members 
Mstep: Class 10 contains 9774 members 
Mstep: Class 11 contains 156016 members 
Mstep: Class 12 contains 166763 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 165377 members 
Mstep: Class 16 contains 79216 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8224 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330752.000000 Penalty: 69791.640625
Iteration 191Q: 21 clusters Score -1.613308e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74793 members 
Mstep: Class 3 contains 77236 members 
Mstep: Class 4 contains 132421 members 
Mstep: Class 5 contains 159337 members 
Mstep: Class 6 contains 82051 members 
Mstep: Class 8 contains 146748 members 
Mstep: Class 9 contains 24504 members 
Mstep: Class 10 contains 9764 members 
Mstep: Class 11 contains 156038 members 
Mstep: Class 12 contains 166873 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 165477 members 
Mstep: Class 16 contains 79221 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8227 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330864.000000 Penalty: 69791.640625
Iteration 192Q: 21 clusters Score -1.613309e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74749 members 
Mstep: Class 3 contains 77213 members 
Mstep: Class 4 contains 132222 members 
Mstep: Class 5 contains 159312 members 
Mstep: Class 6 contains 82106 members 
Mstep: Class 8 contains 146711 members 
Mstep: Class 9 contains 24496 members 
Mstep: Class 10 contains 9758 members 
Mstep: Class 11 contains 156089 members 
Mstep: Class 12 contains 167007 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 165572 members 
Mstep: Class 16 contains 79222 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8232 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330944.000000 Penalty: 69791.640625
Iteration 193Q: 21 clusters Score -1.613309e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74709 members 
Mstep: Class 3 contains 77190 members 
Mstep: Class 4 contains 132068 members 
Mstep: Class 5 contains 159310 members 
Mstep: Class 6 contains 82153 members 
Mstep: Class 8 contains 146684 members 
Mstep: Class 9 contains 24496 members 
Mstep: Class 10 contains 9752 members 
Mstep: Class 11 contains 156145 members 
Mstep: Class 12 contains 167096 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 165633 members 
Mstep: Class 16 contains 79215 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8237 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330912.000000 Penalty: 69791.640625
Iteration 194Q: 21 clusters Score -1.613309e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74660 members 
Mstep: Class 3 contains 77174 members 
Mstep: Class 4 contains 131897 members 
Mstep: Class 5 contains 159329 members 
Mstep: Class 6 contains 82206 members 
Mstep: Class 8 contains 146669 members 
Mstep: Class 9 contains 24504 members 
Mstep: Class 10 contains 9753 members 
Mstep: Class 11 contains 156220 members 
Mstep: Class 12 contains 167146 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 165664 members 
Mstep: Class 16 contains 79223 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8243 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330992.000000 Penalty: 69791.640625
Iteration 195Q: 21 clusters Score -1.61331e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74625 members 
Mstep: Class 3 contains 77147 members 
Mstep: Class 4 contains 131720 members 
Mstep: Class 5 contains 159350 members 
Mstep: Class 6 contains 82244 members 
Mstep: Class 8 contains 146650 members 
Mstep: Class 9 contains 24504 members 
Mstep: Class 10 contains 9749 members 
Mstep: Class 11 contains 156305 members 
Mstep: Class 12 contains 167216 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 165698 members 
Mstep: Class 16 contains 79228 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 8250 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330912.000000 Penalty: 69791.640625
Iteration 196Q: 21 clusters Score -1.613309e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74590 members 
Mstep: Class 3 contains 77125 members 
Mstep: Class 4 contains 131569 members 
Mstep: Class 5 contains 159358 members 
Mstep: Class 6 contains 82293 members 
Mstep: Class 8 contains 146643 members 
Mstep: Class 9 contains 24513 members 
Mstep: Class 10 contains 9750 members 
Mstep: Class 11 contains 156338 members 
Mstep: Class 12 contains 167297 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 165727 members 
Mstep: Class 16 contains 79228 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 8255 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330880.000000 Penalty: 69791.640625
Iteration 197Q: 21 clusters Score -1.613309e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74570 members 
Mstep: Class 3 contains 77109 members 
Mstep: Class 4 contains 131435 members 
Mstep: Class 5 contains 159363 members 
Mstep: Class 6 contains 82340 members 
Mstep: Class 8 contains 146633 members 
Mstep: Class 9 contains 24510 members 
Mstep: Class 10 contains 9744 members 
Mstep: Class 11 contains 156354 members 
Mstep: Class 12 contains 167401 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 165748 members 
Mstep: Class 16 contains 79221 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 8258 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330784.000000 Penalty: 69791.640625
Iteration 198Q: 21 clusters Score -1.613308e+08 nChanged 1124
Entering ConstructFrom: 
Score: -161330784.000000 Penalty: 69791.640625
Entering ConstructFrom: 
Trying to split cluster 1 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -69546.132812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -69546.13 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 357 members 
Entering Unmasked Estep 
Score: -68003.992188 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -68003.99 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68684.929688 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -68684.93 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68935.515625 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -68935.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -69040.625000 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -69040.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -69143.843750 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -69143.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -69251.421875 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -69251.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -69320.468750 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -69320.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -69396.515625 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -69396.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -69478.234375 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -69478.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -69580.023438 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -69580.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -69660.367188 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -69660.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -69693.179688 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -69693.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -69699.164062 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -69699.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -69701.703125 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -69701.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -69702.101562 Penalty: 3220.151123
	Iteration 14F: 3 clusters Score -69702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -69708.367188 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -69708.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -69709.578125 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -69709.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -69709.578125 Penalty: 3220.151123
	Iteration 17F: 3 clusters Score -69709.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 74542 members 
Mstep: Class 3 contains 77094 members 
Mstep: Class 4 contains 131317 members 
Mstep: Class 5 contains 159386 members 
Mstep: Class 6 contains 82386 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 146616 members 
Mstep: Class 9 contains 24511 members 
Mstep: Class 10 contains 9745 members 
Mstep: Class 11 contains 156363 members 
Mstep: Class 12 contains 167459 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 165774 members 
Mstep: Class 16 contains 79234 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 8259 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
Score: -161329456.000000 Penalty: 73281.218750
Splitting cluster 1 changes total score from -161330784.000000 to -161329456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (74542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Entering Unmasked Estep 
Score: -9509330.000000 Penalty: 2782.341309
	Iteration 0F: 2 clusters Score -9509330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -9459343.000000 Penalty: 5564.682617
	Iteration 0F: 3 clusters Score -9459343 nChanged 35030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -9479203.000000 Penalty: 5564.682617
	Iteration 1F: 3 clusters Score -9479203 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -9480047.000000 Penalty: 5564.682617
	Iteration 2Q: 3 clusters Score -9480047 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -9481027.000000 Penalty: 5564.682617
	Iteration 3Q: 3 clusters Score -9481027 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -9482310.000000 Penalty: 5564.682617
	Iteration 4Q: 3 clusters Score -9482310 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -9483862.000000 Penalty: 5564.682617
	Iteration 5Q: 3 clusters Score -9483862 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -9485819.000000 Penalty: 5564.682617
	Iteration 6F: 3 clusters Score -9485819 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -9488209.000000 Penalty: 5564.682617
	Iteration 7F: 3 clusters Score -9488209 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -9491313.000000 Penalty: 5564.682617
	Iteration 8F: 3 clusters Score -9491313 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -9494324.000000 Penalty: 5564.682617
	Iteration 9F: 3 clusters Score -9494324 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -9496564.000000 Penalty: 5564.682617
	Iteration 10F: 3 clusters Score -9496564 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -9497640.000000 Penalty: 5564.682617
	Iteration 11Q: 3 clusters Score -9497640 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -9498068.000000 Penalty: 5564.682617
	Iteration 12Q: 3 clusters Score -9498068 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -9498346.000000 Penalty: 5564.682617
	Iteration 13Q: 3 clusters Score -9498346 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -9498481.000000 Penalty: 5564.682617
	Iteration 14Q: 3 clusters Score -9498481 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -9498628.000000 Penalty: 5564.682617
	Iteration 15Q: 3 clusters Score -9498628 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -9498780.000000 Penalty: 5564.682617
	Iteration 16Q: 3 clusters Score -9498780 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -9498943.000000 Penalty: 5564.682617
	Iteration 17Q: 3 clusters Score -9498943 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -9499113.000000 Penalty: 5564.682617
	Iteration 18Q: 3 clusters Score -9499113 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -9499256.000000 Penalty: 5564.682617
	Iteration 19Q: 3 clusters Score -9499256 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -9499394.000000 Penalty: 5564.682617
	Iteration 20F: 3 clusters Score -9499394 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -9499527.000000 Penalty: 5564.682617
	Iteration 21Q: 3 clusters Score -9499527 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -9499707.000000 Penalty: 5564.682617
	Iteration 22Q: 3 clusters Score -9499707 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -9499871.000000 Penalty: 5564.682617
	Iteration 23Q: 3 clusters Score -9499871 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -9500064.000000 Penalty: 5564.682617
	Iteration 24Q: 3 clusters Score -9500064 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -9500209.000000 Penalty: 5564.682617
	Iteration 25Q: 3 clusters Score -9500209 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -9500322.000000 Penalty: 5564.682617
	Iteration 26Q: 3 clusters Score -9500322 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -9500531.000000 Penalty: 5564.682617
	Iteration 27Q: 3 clusters Score -9500531 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -9500720.000000 Penalty: 5564.682617
	Iteration 28Q: 3 clusters Score -9500720 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -9500959.000000 Penalty: 5564.682617
	Iteration 29Q: 3 clusters Score -9500959 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -9501238.000000 Penalty: 5564.682617
	Iteration 30Q: 3 clusters Score -9501238 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -9501590.000000 Penalty: 5564.682617
	Iteration 31Q: 3 clusters Score -9501590 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -9501851.000000 Penalty: 5564.682617
	Iteration 32Q: 3 clusters Score -9501851 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -9502126.000000 Penalty: 5564.682617
	Iteration 33Q: 3 clusters Score -9502126 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -9502359.000000 Penalty: 5564.682617
	Iteration 34Q: 3 clusters Score -9502359 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -9502687.000000 Penalty: 5564.682617
	Iteration 35Q: 3 clusters Score -9502687 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -9502925.000000 Penalty: 5564.682617
	Iteration 36Q: 3 clusters Score -9502925 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -9503218.000000 Penalty: 5564.682617
	Iteration 37Q: 3 clusters Score -9503218 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -9503552.000000 Penalty: 5564.682617
	Iteration 38Q: 3 clusters Score -9503552 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -9503833.000000 Penalty: 5564.682617
	Iteration 39Q: 3 clusters Score -9503833 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -9504105.000000 Penalty: 5564.682617
	Iteration 40F: 3 clusters Score -9504105 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -9504424.000000 Penalty: 5564.682617
	Iteration 41Q: 3 clusters Score -9504424 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -9504737.000000 Penalty: 5564.682617
	Iteration 42Q: 3 clusters Score -9504737 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -9505020.000000 Penalty: 5564.682617
	Iteration 43Q: 3 clusters Score -9505020 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -9505252.000000 Penalty: 5564.682617
	Iteration 44Q: 3 clusters Score -9505252 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67244 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -9505501.000000 Penalty: 5564.682617
	Iteration 45Q: 3 clusters Score -9505501 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67889 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -9505768.000000 Penalty: 5564.682617
	Iteration 46Q: 3 clusters Score -9505768 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -9505956.000000 Penalty: 5564.682617
	Iteration 47Q: 3 clusters Score -9505956 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -9506165.000000 Penalty: 5564.682617
	Iteration 48Q: 3 clusters Score -9506165 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69423 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -9506325.000000 Penalty: 5564.682617
	Iteration 49Q: 3 clusters Score -9506325 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -9506441.000000 Penalty: 5564.682617
	Iteration 50Q: 3 clusters Score -9506441 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -9506527.000000 Penalty: 5564.682617
	Iteration 51Q: 3 clusters Score -9506527 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70496 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -9506601.000000 Penalty: 5564.682617
	Iteration 52Q: 3 clusters Score -9506601 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70794 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -9506719.000000 Penalty: 5564.682617
	Iteration 53Q: 3 clusters Score -9506719 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71059 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -9506794.000000 Penalty: 5564.682617
	Iteration 54Q: 3 clusters Score -9506794 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71287 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -9506873.000000 Penalty: 5564.682617
	Iteration 55Q: 3 clusters Score -9506873 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71471 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -9506911.000000 Penalty: 5564.682617
	Iteration 56Q: 3 clusters Score -9506911 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71630 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -9506965.000000 Penalty: 5564.682617
	Iteration 57Q: 3 clusters Score -9506965 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71766 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -9507032.000000 Penalty: 5564.682617
	Iteration 58Q: 3 clusters Score -9507032 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -9507054.000000 Penalty: 5564.682617
	Iteration 59Q: 3 clusters Score -9507054 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -9507136.000000 Penalty: 5564.682617
	Iteration 60F: 3 clusters Score -9507136 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72146 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -9507165.000000 Penalty: 5564.682617
	Iteration 61Q: 3 clusters Score -9507165 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72233 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -9507168.000000 Penalty: 5564.682617
	Iteration 62Q: 3 clusters Score -9507168 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72321 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -9507195.000000 Penalty: 5564.682617
	Iteration 63Q: 3 clusters Score -9507195 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72384 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -9507212.000000 Penalty: 5564.682617
	Iteration 64Q: 3 clusters Score -9507212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -9507217.000000 Penalty: 5564.682617
	Iteration 65Q: 3 clusters Score -9507217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -9507240.000000 Penalty: 5564.682617
	Iteration 66Q: 3 clusters Score -9507240 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72525 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -9507243.000000 Penalty: 5564.682617
	Iteration 67Q: 3 clusters Score -9507243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72558 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9507253.000000 Penalty: 5564.682617
	Iteration 68Q: 3 clusters Score -9507253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72579 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9507276.000000 Penalty: 5564.682617
	Iteration 69Q: 3 clusters Score -9507276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9507270.000000 Penalty: 5564.682617
	Iteration 70Q: 3 clusters Score -9507270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9507279.000000 Penalty: 5564.682617
	Iteration 71Q: 3 clusters Score -9507279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72648 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -9507291.000000 Penalty: 5564.682617
	Iteration 72Q: 3 clusters Score -9507291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9507282.000000 Penalty: 5564.682617
	Iteration 73Q: 3 clusters Score -9507282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9507299.000000 Penalty: 5564.682617
	Iteration 74Q: 3 clusters Score -9507299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72709 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -9507310.000000 Penalty: 5564.682617
	Iteration 75Q: 3 clusters Score -9507310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72728 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -9507306.000000 Penalty: 5564.682617
	Iteration 76Q: 3 clusters Score -9507306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72745 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -9507320.000000 Penalty: 5564.682617
	Iteration 77Q: 3 clusters Score -9507320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72758 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9507325.000000 Penalty: 5564.682617
	Iteration 78Q: 3 clusters Score -9507325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -9507321.000000 Penalty: 5564.682617
	Iteration 79Q: 3 clusters Score -9507321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72783 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9507330.000000 Penalty: 5564.682617
	Iteration 80F: 3 clusters Score -9507330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -9507334.000000 Penalty: 5564.682617
	Iteration 81Q: 3 clusters Score -9507334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72801 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9507329.000000 Penalty: 5564.682617
	Iteration 82Q: 3 clusters Score -9507329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9507324.000000 Penalty: 5564.682617
	Iteration 83Q: 3 clusters Score -9507324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9507328.000000 Penalty: 5564.682617
	Iteration 84Q: 3 clusters Score -9507328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72814 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -9507325.000000 Penalty: 5564.682617
	Iteration 85Q: 3 clusters Score -9507325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -9507325.000000 Penalty: 5564.682617
	Iteration 86Q: 3 clusters Score -9507325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -9507325.000000 Penalty: 5564.682617
	Iteration 87Q: 3 clusters Score -9507325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -9507325.000000 Penalty: 5564.682617
	Iteration 88F: 3 clusters Score -9507325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (77094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Entering Unmasked Estep 
Score: -9907131.000000 Penalty: 2790.689697
	Iteration 0F: 2 clusters Score -9907131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -9855318.000000 Penalty: 5581.379395
	Iteration 0F: 3 clusters Score -9855318 nChanged 36273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -9875857.000000 Penalty: 5581.379395
	Iteration 1F: 3 clusters Score -9875857 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -9876460.000000 Penalty: 5581.379395
	Iteration 2Q: 3 clusters Score -9876460 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -9877066.000000 Penalty: 5581.379395
	Iteration 3Q: 3 clusters Score -9877066 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -9877673.000000 Penalty: 5581.379395
	Iteration 4Q: 3 clusters Score -9877673 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -9878367.000000 Penalty: 5581.379395
	Iteration 5Q: 3 clusters Score -9878367 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -9879260.000000 Penalty: 5581.379395
	Iteration 6Q: 3 clusters Score -9879260 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -9880360.000000 Penalty: 5581.379395
	Iteration 7Q: 3 clusters Score -9880360 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -9881817.000000 Penalty: 5581.379395
	Iteration 8Q: 3 clusters Score -9881817 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -9883864.000000 Penalty: 5581.379395
	Iteration 9Q: 3 clusters Score -9883864 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -9886543.000000 Penalty: 5581.379395
	Iteration 10F: 3 clusters Score -9886543 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -9889755.000000 Penalty: 5581.379395
	Iteration 11F: 3 clusters Score -9889755 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -9892770.000000 Penalty: 5581.379395
	Iteration 12F: 3 clusters Score -9892770 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -9895160.000000 Penalty: 5581.379395
	Iteration 13Q: 3 clusters Score -9895160 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -9896440.000000 Penalty: 5581.379395
	Iteration 14Q: 3 clusters Score -9896440 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -9897105.000000 Penalty: 5581.379395
	Iteration 15Q: 3 clusters Score -9897105 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60174 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -9897724.000000 Penalty: 5581.379395
	Iteration 16Q: 3 clusters Score -9897724 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -9898257.000000 Penalty: 5581.379395
	Iteration 17Q: 3 clusters Score -9898257 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -9898760.000000 Penalty: 5581.379395
	Iteration 18Q: 3 clusters Score -9898760 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -9899348.000000 Penalty: 5581.379395
	Iteration 19Q: 3 clusters Score -9899348 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65083 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -9899777.000000 Penalty: 5581.379395
	Iteration 20F: 3 clusters Score -9899777 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -9900303.000000 Penalty: 5581.379395
	Iteration 21Q: 3 clusters Score -9900303 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67371 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -9900849.000000 Penalty: 5581.379395
	Iteration 22Q: 3 clusters Score -9900849 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -9901290.000000 Penalty: 5581.379395
	Iteration 23Q: 3 clusters Score -9901290 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -9901761.000000 Penalty: 5581.379395
	Iteration 24Q: 3 clusters Score -9901761 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70367 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -9902197.000000 Penalty: 5581.379395
	Iteration 25Q: 3 clusters Score -9902197 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -9902590.000000 Penalty: 5581.379395
	Iteration 26Q: 3 clusters Score -9902590 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -9902933.000000 Penalty: 5581.379395
	Iteration 27Q: 3 clusters Score -9902933 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -9903148.000000 Penalty: 5581.379395
	Iteration 28Q: 3 clusters Score -9903148 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -9903403.000000 Penalty: 5581.379395
	Iteration 29Q: 3 clusters Score -9903403 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73583 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -9903619.000000 Penalty: 5581.379395
	Iteration 30Q: 3 clusters Score -9903619 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73992 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -9903793.000000 Penalty: 5581.379395
	Iteration 31Q: 3 clusters Score -9903793 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74359 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -9903962.000000 Penalty: 5581.379395
	Iteration 32Q: 3 clusters Score -9903962 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74641 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -9904063.000000 Penalty: 5581.379395
	Iteration 33Q: 3 clusters Score -9904063 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -9904175.000000 Penalty: 5581.379395
	Iteration 34Q: 3 clusters Score -9904175 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75057 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -9904239.000000 Penalty: 5581.379395
	Iteration 35Q: 3 clusters Score -9904239 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -9904305.000000 Penalty: 5581.379395
	Iteration 36Q: 3 clusters Score -9904305 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -9904362.000000 Penalty: 5581.379395
	Iteration 37Q: 3 clusters Score -9904362 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75480 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -9904410.000000 Penalty: 5581.379395
	Iteration 38Q: 3 clusters Score -9904410 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -9904480.000000 Penalty: 5581.379395
	Iteration 39Q: 3 clusters Score -9904480 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -9904524.000000 Penalty: 5581.379395
	Iteration 40F: 3 clusters Score -9904524 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75744 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -9904569.000000 Penalty: 5581.379395
	Iteration 41Q: 3 clusters Score -9904569 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -9904621.000000 Penalty: 5581.379395
	Iteration 42Q: 3 clusters Score -9904621 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9904653.000000 Penalty: 5581.379395
	Iteration 43Q: 3 clusters Score -9904653 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75930 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9904670.000000 Penalty: 5581.379395
	Iteration 44Q: 3 clusters Score -9904670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9904711.000000 Penalty: 5581.379395
	Iteration 45Q: 3 clusters Score -9904711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76000 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9904739.000000 Penalty: 5581.379395
	Iteration 46Q: 3 clusters Score -9904739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9904749.000000 Penalty: 5581.379395
	Iteration 47Q: 3 clusters Score -9904749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76053 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9904753.000000 Penalty: 5581.379395
	Iteration 48Q: 3 clusters Score -9904753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76072 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -9904751.000000 Penalty: 5581.379395
	Iteration 49Q: 3 clusters Score -9904751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76083 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9904762.000000 Penalty: 5581.379395
	Iteration 50Q: 3 clusters Score -9904762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76098 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -9904769.000000 Penalty: 5581.379395
	Iteration 51Q: 3 clusters Score -9904769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9904777.000000 Penalty: 5581.379395
	Iteration 52Q: 3 clusters Score -9904777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9904779.000000 Penalty: 5581.379395
	Iteration 53Q: 3 clusters Score -9904779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76139 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9904782.000000 Penalty: 5581.379395
	Iteration 54Q: 3 clusters Score -9904782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76144 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9904798.000000 Penalty: 5581.379395
	Iteration 55Q: 3 clusters Score -9904798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76149 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -9904782.000000 Penalty: 5581.379395
	Iteration 56Q: 3 clusters Score -9904782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76154 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9904786.000000 Penalty: 5581.379395
	Iteration 57Q: 3 clusters Score -9904786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -9904785.000000 Penalty: 5581.379395
	Iteration 58Q: 3 clusters Score -9904785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76168 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9904787.000000 Penalty: 5581.379395
	Iteration 59Q: 3 clusters Score -9904787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9904787.000000 Penalty: 5581.379395
	Iteration 60F: 3 clusters Score -9904787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9904795.000000 Penalty: 5581.379395
	Iteration 61Q: 3 clusters Score -9904795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76185 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9904782.000000 Penalty: 5581.379395
	Iteration 62Q: 3 clusters Score -9904782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76194 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9904788.000000 Penalty: 5581.379395
	Iteration 63Q: 3 clusters Score -9904788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9904799.000000 Penalty: 5581.379395
	Iteration 64Q: 3 clusters Score -9904799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76211 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9904803.000000 Penalty: 5581.379395
	Iteration 65Q: 3 clusters Score -9904803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76216 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9904807.000000 Penalty: 5581.379395
	Iteration 66Q: 3 clusters Score -9904807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9904806.000000 Penalty: 5581.379395
	Iteration 67Q: 3 clusters Score -9904806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76233 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9904821.000000 Penalty: 5581.379395
	Iteration 68Q: 3 clusters Score -9904821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76241 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9904816.000000 Penalty: 5581.379395
	Iteration 69Q: 3 clusters Score -9904816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76251 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9904821.000000 Penalty: 5581.379395
	Iteration 70Q: 3 clusters Score -9904821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76255 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9904832.000000 Penalty: 5581.379395
	Iteration 71Q: 3 clusters Score -9904832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76255 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9904832.000000 Penalty: 5581.379395
	Iteration 72F: 3 clusters Score -9904832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (131317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131317 members 
Entering Unmasked Estep 
Score: -16798572.000000 Penalty: 2922.771729
	Iteration 0F: 2 clusters Score -1.679857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -16711588.000000 Penalty: 5845.543457
	Iteration 0F: 3 clusters Score -1.671159e+07 nChanged 62516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68891 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -16747664.000000 Penalty: 5845.543457
	Iteration 1F: 3 clusters Score -1.674766e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71096 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -16748703.000000 Penalty: 5845.543457
	Iteration 2Q: 3 clusters Score -1.67487e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -16750459.000000 Penalty: 5845.543457
	Iteration 3Q: 3 clusters Score -1.675046e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -16753107.000000 Penalty: 5845.543457
	Iteration 4Q: 3 clusters Score -1.675311e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86099 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -16757796.000000 Penalty: 5845.543457
	Iteration 5F: 3 clusters Score -1.67578e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94771 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -16764733.000000 Penalty: 5845.543457
	Iteration 6F: 3 clusters Score -1.676473e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104255 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -16773037.000000 Penalty: 5845.543457
	Iteration 7F: 3 clusters Score -1.677304e+07 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112988 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -16780978.000000 Penalty: 5845.543457
	Iteration 8F: 3 clusters Score -1.678098e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119349 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -16786734.000000 Penalty: 5845.543457
	Iteration 9F: 3 clusters Score -1.678673e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123451 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -16790382.000000 Penalty: 5845.543457
	Iteration 10Q: 3 clusters Score -1.679038e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125994 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -16792626.000000 Penalty: 5845.543457
	Iteration 11Q: 3 clusters Score -1.679263e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127540 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -16793898.000000 Penalty: 5845.543457
	Iteration 12Q: 3 clusters Score -1.67939e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128418 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -16794592.000000 Penalty: 5845.543457
	Iteration 13Q: 3 clusters Score -1.679459e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128984 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -16795020.000000 Penalty: 5845.543457
	Iteration 14Q: 3 clusters Score -1.679502e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129385 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -16795322.000000 Penalty: 5845.543457
	Iteration 15Q: 3 clusters Score -1.679532e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129653 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -16795476.000000 Penalty: 5845.543457
	Iteration 16Q: 3 clusters Score -1.679548e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129831 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -16795584.000000 Penalty: 5845.543457
	Iteration 17Q: 3 clusters Score -1.679558e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129951 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -16795692.000000 Penalty: 5845.543457
	Iteration 18Q: 3 clusters Score -1.679569e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130029 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -16795762.000000 Penalty: 5845.543457
	Iteration 19Q: 3 clusters Score -1.679576e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130090 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -16795776.000000 Penalty: 5845.543457
	Iteration 20F: 3 clusters Score -1.679578e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130133 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -16795802.000000 Penalty: 5845.543457
	Iteration 21Q: 3 clusters Score -1.67958e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130168 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -16795822.000000 Penalty: 5845.543457
	Iteration 22Q: 3 clusters Score -1.679582e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130192 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -16795862.000000 Penalty: 5845.543457
	Iteration 23Q: 3 clusters Score -1.679586e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130217 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16795862.000000 Penalty: 5845.543457
	Iteration 24Q: 3 clusters Score -1.679586e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130232 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -16795890.000000 Penalty: 5845.543457
	Iteration 25Q: 3 clusters Score -1.679589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130256 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -16795890.000000 Penalty: 5845.543457
	Iteration 26Q: 3 clusters Score -1.679589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130280 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16795908.000000 Penalty: 5845.543457
	Iteration 27Q: 3 clusters Score -1.679591e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130302 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -16795932.000000 Penalty: 5845.543457
	Iteration 28Q: 3 clusters Score -1.679593e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130324 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -16795948.000000 Penalty: 5845.543457
	Iteration 29Q: 3 clusters Score -1.679595e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130346 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -16795972.000000 Penalty: 5845.543457
	Iteration 30Q: 3 clusters Score -1.679597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130366 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -16795968.000000 Penalty: 5845.543457
	Iteration 31Q: 3 clusters Score -1.679597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130380 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -16795978.000000 Penalty: 5845.543457
	Iteration 32Q: 3 clusters Score -1.679598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130391 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -16795984.000000 Penalty: 5845.543457
	Iteration 33Q: 3 clusters Score -1.679598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130398 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -16795994.000000 Penalty: 5845.543457
	Iteration 34Q: 3 clusters Score -1.679599e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130413 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -16795992.000000 Penalty: 5845.543457
	Iteration 35Q: 3 clusters Score -1.679599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130426 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -16795998.000000 Penalty: 5845.543457
	Iteration 36Q: 3 clusters Score -1.6796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130437 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -16796016.000000 Penalty: 5845.543457
	Iteration 37Q: 3 clusters Score -1.679602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130446 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -16796034.000000 Penalty: 5845.543457
	Iteration 38Q: 3 clusters Score -1.679603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130460 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -16796042.000000 Penalty: 5845.543457
	Iteration 39Q: 3 clusters Score -1.679604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130465 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -16796020.000000 Penalty: 5845.543457
	Iteration 40F: 3 clusters Score -1.679602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130472 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -16796028.000000 Penalty: 5845.543457
	Iteration 41Q: 3 clusters Score -1.679603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130478 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -16796032.000000 Penalty: 5845.543457
	Iteration 42Q: 3 clusters Score -1.679603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130479 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -16796030.000000 Penalty: 5845.543457
	Iteration 43Q: 3 clusters Score -1.679603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130481 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16796034.000000 Penalty: 5845.543457
	Iteration 44Q: 3 clusters Score -1.679603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130484 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -16796042.000000 Penalty: 5845.543457
	Iteration 45Q: 3 clusters Score -1.679604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130487 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -16796034.000000 Penalty: 5845.543457
	Iteration 46Q: 3 clusters Score -1.679603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130489 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -16796038.000000 Penalty: 5845.543457
	Iteration 47Q: 3 clusters Score -1.679604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130492 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -16796036.000000 Penalty: 5845.543457
	Iteration 48Q: 3 clusters Score -1.679604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130494 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -16796042.000000 Penalty: 5845.543457
	Iteration 49Q: 3 clusters Score -1.679604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130495 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -16796048.000000 Penalty: 5845.543457
	Iteration 50Q: 3 clusters Score -1.679605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130495 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -16796048.000000 Penalty: 5845.543457
	Iteration 51F: 3 clusters Score -1.679605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (159386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159386 members 
Entering Unmasked Estep 
Score: -20245604.000000 Penalty: 2970.812744
	Iteration 0F: 2 clusters Score -2.02456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79850 members 
Mstep: Class 2 contains 79536 members 
Entering Unmasked Estep 
Score: -20140458.000000 Penalty: 5941.625488
	Iteration 0F: 3 clusters Score -2.014046e+07 nChanged 76232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 77434 members 
Entering Unmasked Estep 
Score: -20184172.000000 Penalty: 5941.625488
	Iteration 1F: 3 clusters Score -2.018417e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83176 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -20185108.000000 Penalty: 5941.625488
	Iteration 2Q: 3 clusters Score -2.018511e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85024 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -20186212.000000 Penalty: 5941.625488
	Iteration 3Q: 3 clusters Score -2.018621e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -20188012.000000 Penalty: 5941.625488
	Iteration 4Q: 3 clusters Score -2.018801e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -20191066.000000 Penalty: 5941.625488
	Iteration 5Q: 3 clusters Score -2.019107e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -20196898.000000 Penalty: 5941.625488
	Iteration 6F: 3 clusters Score -2.01969e+07 nChanged 11854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106742 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -20206854.000000 Penalty: 5941.625488
	Iteration 7F: 3 clusters Score -2.020685e+07 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115377 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -20220662.000000 Penalty: 5941.625488
	Iteration 8F: 3 clusters Score -2.022066e+07 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120863 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -20233948.000000 Penalty: 5941.625488
	Iteration 9F: 3 clusters Score -2.023395e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122913 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -20241148.000000 Penalty: 5941.625488
	Iteration 10Q: 3 clusters Score -2.024115e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123798 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -20243980.000000 Penalty: 5941.625488
	Iteration 11Q: 3 clusters Score -2.024398e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124251 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -20245476.000000 Penalty: 5941.625488
	Iteration 12Q: 3 clusters Score -2.024548e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124476 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -20246230.000000 Penalty: 5941.625488
	Iteration 13Q: 3 clusters Score -2.024623e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124617 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -20246482.000000 Penalty: 5941.625488
	Iteration 14Q: 3 clusters Score -2.024648e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124675 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -20246608.000000 Penalty: 5941.625488
	Iteration 15Q: 3 clusters Score -2.024661e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124707 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -20246682.000000 Penalty: 5941.625488
	Iteration 16Q: 3 clusters Score -2.024668e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124752 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -20246744.000000 Penalty: 5941.625488
	Iteration 17Q: 3 clusters Score -2.024674e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124810 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -20246788.000000 Penalty: 5941.625488
	Iteration 18Q: 3 clusters Score -2.024679e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124872 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -20246882.000000 Penalty: 5941.625488
	Iteration 19Q: 3 clusters Score -2.024688e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124907 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -20246876.000000 Penalty: 5941.625488
	Iteration 20F: 3 clusters Score -2.024688e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124947 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -20246862.000000 Penalty: 5941.625488
	Iteration 21Q: 3 clusters Score -2.024686e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124988 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -20246852.000000 Penalty: 5941.625488
	Iteration 22Q: 3 clusters Score -2.024685e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125037 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -20246844.000000 Penalty: 5941.625488
	Iteration 23Q: 3 clusters Score -2.024684e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125074 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -20246868.000000 Penalty: 5941.625488
	Iteration 24Q: 3 clusters Score -2.024687e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125101 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -20246854.000000 Penalty: 5941.625488
	Iteration 25Q: 3 clusters Score -2.024685e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125122 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -20246868.000000 Penalty: 5941.625488
	Iteration 26Q: 3 clusters Score -2.024687e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125150 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -20246888.000000 Penalty: 5941.625488
	Iteration 27Q: 3 clusters Score -2.024689e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125178 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -20246868.000000 Penalty: 5941.625488
	Iteration 28Q: 3 clusters Score -2.024687e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125209 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -20246874.000000 Penalty: 5941.625488
	Iteration 29Q: 3 clusters Score -2.024687e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125244 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -20246864.000000 Penalty: 5941.625488
	Iteration 30Q: 3 clusters Score -2.024686e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125272 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -20246866.000000 Penalty: 5941.625488
	Iteration 31Q: 3 clusters Score -2.024687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125301 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -20246858.000000 Penalty: 5941.625488
	Iteration 32Q: 3 clusters Score -2.024686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125317 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -20246850.000000 Penalty: 5941.625488
	Iteration 33Q: 3 clusters Score -2.024685e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125336 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -20246864.000000 Penalty: 5941.625488
	Iteration 34Q: 3 clusters Score -2.024686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125347 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -20246848.000000 Penalty: 5941.625488
	Iteration 35Q: 3 clusters Score -2.024685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125355 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -20246864.000000 Penalty: 5941.625488
	Iteration 36Q: 3 clusters Score -2.024686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125368 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -20246876.000000 Penalty: 5941.625488
	Iteration 37Q: 3 clusters Score -2.024688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125376 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -20246866.000000 Penalty: 5941.625488
	Iteration 38Q: 3 clusters Score -2.024687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125384 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -20246876.000000 Penalty: 5941.625488
	Iteration 39Q: 3 clusters Score -2.024688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125391 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -20246884.000000 Penalty: 5941.625488
	Iteration 40F: 3 clusters Score -2.024688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125398 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -20246884.000000 Penalty: 5941.625488
	Iteration 41Q: 3 clusters Score -2.024688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125401 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -20246894.000000 Penalty: 5941.625488
	Iteration 42Q: 3 clusters Score -2.024689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125403 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -20246892.000000 Penalty: 5941.625488
	Iteration 43Q: 3 clusters Score -2.024689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125406 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -20246894.000000 Penalty: 5941.625488
	Iteration 44Q: 3 clusters Score -2.024689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125409 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -20246896.000000 Penalty: 5941.625488
	Iteration 45Q: 3 clusters Score -2.02469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125413 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -20246906.000000 Penalty: 5941.625488
	Iteration 46Q: 3 clusters Score -2.024691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125422 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -20246898.000000 Penalty: 5941.625488
	Iteration 47Q: 3 clusters Score -2.02469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125429 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -20246904.000000 Penalty: 5941.625488
	Iteration 48Q: 3 clusters Score -2.02469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125438 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -20246920.000000 Penalty: 5941.625488
	Iteration 49Q: 3 clusters Score -2.024692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125442 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -20246926.000000 Penalty: 5941.625488
	Iteration 50Q: 3 clusters Score -2.024693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125446 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -20246920.000000 Penalty: 5941.625488
	Iteration 51Q: 3 clusters Score -2.024692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125451 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -20246918.000000 Penalty: 5941.625488
	Iteration 52Q: 3 clusters Score -2.024692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125453 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -20246918.000000 Penalty: 5941.625488
	Iteration 53Q: 3 clusters Score -2.024692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125455 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -20246914.000000 Penalty: 5941.625488
	Iteration 54Q: 3 clusters Score -2.024691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125456 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -20246910.000000 Penalty: 5941.625488
	Iteration 55Q: 3 clusters Score -2.024691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125456 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -20246910.000000 Penalty: 5941.625488
	Iteration 56F: 3 clusters Score -2.024691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74542 members 
Mstep: Class 3 contains 77094 members 
Mstep: Class 4 contains 131317 members 
Mstep: Class 5 contains 125456 members 
Mstep: Class 6 contains 82386 members 
Mstep: Class 7 contains 33930 members 
Mstep: Class 8 contains 146616 members 
Mstep: Class 9 contains 24511 members 
Mstep: Class 10 contains 9745 members 
Mstep: Class 11 contains 156363 members 
Mstep: Class 12 contains 167459 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 165774 members 
Mstep: Class 16 contains 79234 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 8259 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
Score: -161330688.000000 Penalty: 73281.218750
Splitting cluster 5 changes total score from -161330784.000000 to -161330688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (82386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82386 members 
Entering Unmasked Estep 
Score: -10216933.000000 Penalty: 2807.154297
	Iteration 0F: 2 clusters Score -1.021693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -10162112.000000 Penalty: 5614.308594
	Iteration 0F: 3 clusters Score -1.016211e+07 nChanged 38674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -10183869.000000 Penalty: 5614.308594
	Iteration 1F: 3 clusters Score -1.018387e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -10184436.000000 Penalty: 5614.308594
	Iteration 2Q: 3 clusters Score -1.018444e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -10185366.000000 Penalty: 5614.308594
	Iteration 3Q: 3 clusters Score -1.018537e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -10186577.000000 Penalty: 5614.308594
	Iteration 4Q: 3 clusters Score -1.018658e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -10188437.000000 Penalty: 5614.308594
	Iteration 5Q: 3 clusters Score -1.018844e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -10191046.000000 Penalty: 5614.308594
	Iteration 6F: 3 clusters Score -1.019105e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -10194518.000000 Penalty: 5614.308594
	Iteration 7F: 3 clusters Score -1.019452e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -10198643.000000 Penalty: 5614.308594
	Iteration 8F: 3 clusters Score -1.019864e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68969 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -10202721.000000 Penalty: 5614.308594
	Iteration 9F: 3 clusters Score -1.020272e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73545 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -10206667.000000 Penalty: 5614.308594
	Iteration 10F: 3 clusters Score -1.020667e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77244 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -10210185.000000 Penalty: 5614.308594
	Iteration 11Q: 3 clusters Score -1.021018e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79747 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -10212537.000000 Penalty: 5614.308594
	Iteration 12Q: 3 clusters Score -1.021254e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81017 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -10213698.000000 Penalty: 5614.308594
	Iteration 13Q: 3 clusters Score -1.02137e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81551 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10214100.000000 Penalty: 5614.308594
	Iteration 14Q: 3 clusters Score -1.02141e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10214257.000000 Penalty: 5614.308594
	Iteration 15Q: 3 clusters Score -1.021426e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10214315.000000 Penalty: 5614.308594
	Iteration 16Q: 3 clusters Score -1.021432e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81910 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10214374.000000 Penalty: 5614.308594
	Iteration 17Q: 3 clusters Score -1.021437e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81940 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10214412.000000 Penalty: 5614.308594
	Iteration 18Q: 3 clusters Score -1.021441e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81964 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10214432.000000 Penalty: 5614.308594
	Iteration 19Q: 3 clusters Score -1.021443e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10214449.000000 Penalty: 5614.308594
	Iteration 20F: 3 clusters Score -1.021445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81987 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10214450.000000 Penalty: 5614.308594
	Iteration 21Q: 3 clusters Score -1.021445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81993 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10214466.000000 Penalty: 5614.308594
	Iteration 22Q: 3 clusters Score -1.021447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81999 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -10214464.000000 Penalty: 5614.308594
	Iteration 23Q: 3 clusters Score -1.021446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -10214473.000000 Penalty: 5614.308594
	Iteration 24Q: 3 clusters Score -1.021447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82016 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10214491.000000 Penalty: 5614.308594
	Iteration 25Q: 3 clusters Score -1.021449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82024 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10214488.000000 Penalty: 5614.308594
	Iteration 26Q: 3 clusters Score -1.021449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82027 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10214491.000000 Penalty: 5614.308594
	Iteration 27Q: 3 clusters Score -1.021449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82029 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10214501.000000 Penalty: 5614.308594
	Iteration 28Q: 3 clusters Score -1.02145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10214499.000000 Penalty: 5614.308594
	Iteration 29Q: 3 clusters Score -1.02145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82032 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10214499.000000 Penalty: 5614.308594
	Iteration 30Q: 3 clusters Score -1.02145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10214499.000000 Penalty: 5614.308594
	Iteration 31Q: 3 clusters Score -1.02145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10214499.000000 Penalty: 5614.308594
	Iteration 32F: 3 clusters Score -1.02145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (146616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146616 members 
Entering Unmasked Estep 
Score: -18899088.000000 Penalty: 2950.102051
	Iteration 0F: 2 clusters Score -1.889909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73450 members 
Mstep: Class 2 contains 73166 members 
Entering Unmasked Estep 
Score: -18805504.000000 Penalty: 5900.204102
	Iteration 0F: 3 clusters Score -1.88055e+07 nChanged 69879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75657 members 
Mstep: Class 2 contains 70959 members 
Entering Unmasked Estep 
Score: -18845880.000000 Penalty: 5900.204102
	Iteration 1F: 3 clusters Score -1.884588e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Mstep: Class 2 contains 69170 members 
Entering Unmasked Estep 
Score: -18847014.000000 Penalty: 5900.204102
	Iteration 2Q: 3 clusters Score -1.884701e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -18848548.000000 Penalty: 5900.204102
	Iteration 3Q: 3 clusters Score -1.884855e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -18850864.000000 Penalty: 5900.204102
	Iteration 4Q: 3 clusters Score -1.885086e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -18854450.000000 Penalty: 5900.204102
	Iteration 5F: 3 clusters Score -1.885445e+07 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99228 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -18860156.000000 Penalty: 5900.204102
	Iteration 6F: 3 clusters Score -1.886016e+07 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109549 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -18868188.000000 Penalty: 5900.204102
	Iteration 7F: 3 clusters Score -1.886819e+07 nChanged 11460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120437 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -18877342.000000 Penalty: 5900.204102
	Iteration 8F: 3 clusters Score -1.887734e+07 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129612 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -18885042.000000 Penalty: 5900.204102
	Iteration 9F: 3 clusters Score -1.888504e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136009 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -18890232.000000 Penalty: 5900.204102
	Iteration 10Q: 3 clusters Score -1.889023e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139861 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -18893238.000000 Penalty: 5900.204102
	Iteration 11Q: 3 clusters Score -1.889324e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142077 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -18894684.000000 Penalty: 5900.204102
	Iteration 12Q: 3 clusters Score -1.889468e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143404 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -18895452.000000 Penalty: 5900.204102
	Iteration 13Q: 3 clusters Score -1.889545e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144208 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -18895882.000000 Penalty: 5900.204102
	Iteration 14Q: 3 clusters Score -1.889588e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144727 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -18896150.000000 Penalty: 5900.204102
	Iteration 15Q: 3 clusters Score -1.889615e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145094 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -18896364.000000 Penalty: 5900.204102
	Iteration 16Q: 3 clusters Score -1.889636e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145329 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -18896496.000000 Penalty: 5900.204102
	Iteration 17Q: 3 clusters Score -1.88965e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145479 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -18896560.000000 Penalty: 5900.204102
	Iteration 18Q: 3 clusters Score -1.889656e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145586 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -18896624.000000 Penalty: 5900.204102
	Iteration 19Q: 3 clusters Score -1.889662e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145652 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -18896660.000000 Penalty: 5900.204102
	Iteration 20F: 3 clusters Score -1.889666e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145704 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -18896680.000000 Penalty: 5900.204102
	Iteration 21Q: 3 clusters Score -1.889668e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145736 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -18896686.000000 Penalty: 5900.204102
	Iteration 22Q: 3 clusters Score -1.889669e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145774 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -18896688.000000 Penalty: 5900.204102
	Iteration 23Q: 3 clusters Score -1.889669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145794 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -18896706.000000 Penalty: 5900.204102
	Iteration 24Q: 3 clusters Score -1.889671e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145816 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -18896718.000000 Penalty: 5900.204102
	Iteration 25Q: 3 clusters Score -1.889672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145838 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -18896744.000000 Penalty: 5900.204102
	Iteration 26Q: 3 clusters Score -1.889674e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145864 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -18896784.000000 Penalty: 5900.204102
	Iteration 27Q: 3 clusters Score -1.889678e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145884 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -18896808.000000 Penalty: 5900.204102
	Iteration 28Q: 3 clusters Score -1.889681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145894 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -18896812.000000 Penalty: 5900.204102
	Iteration 29Q: 3 clusters Score -1.889681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145908 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -18896822.000000 Penalty: 5900.204102
	Iteration 30Q: 3 clusters Score -1.889682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145920 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -18896844.000000 Penalty: 5900.204102
	Iteration 31Q: 3 clusters Score -1.889684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145930 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -18896840.000000 Penalty: 5900.204102
	Iteration 32Q: 3 clusters Score -1.889684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145938 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -18896846.000000 Penalty: 5900.204102
	Iteration 33Q: 3 clusters Score -1.889685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145943 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -18896846.000000 Penalty: 5900.204102
	Iteration 34Q: 3 clusters Score -1.889685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145947 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -18896854.000000 Penalty: 5900.204102
	Iteration 35Q: 3 clusters Score -1.889685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145949 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -18896848.000000 Penalty: 5900.204102
	Iteration 36Q: 3 clusters Score -1.889685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145951 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -18896848.000000 Penalty: 5900.204102
	Iteration 37Q: 3 clusters Score -1.889685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145953 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -18896850.000000 Penalty: 5900.204102
	Iteration 38Q: 3 clusters Score -1.889685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145954 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -18896848.000000 Penalty: 5900.204102
	Iteration 39Q: 3 clusters Score -1.889685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145957 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -18896860.000000 Penalty: 5900.204102
	Iteration 40F: 3 clusters Score -1.889686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145960 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -18896864.000000 Penalty: 5900.204102
	Iteration 41Q: 3 clusters Score -1.889686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145962 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -18896860.000000 Penalty: 5900.204102
	Iteration 42Q: 3 clusters Score -1.889686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145964 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -18896852.000000 Penalty: 5900.204102
	Iteration 43Q: 3 clusters Score -1.889685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145965 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -18896854.000000 Penalty: 5900.204102
	Iteration 44Q: 3 clusters Score -1.889685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145966 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -18896860.000000 Penalty: 5900.204102
	Iteration 45Q: 3 clusters Score -1.889686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145967 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -18896842.000000 Penalty: 5900.204102
	Iteration 46Q: 3 clusters Score -1.889684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145967 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -18896842.000000 Penalty: 5900.204102
	Iteration 47F: 3 clusters Score -1.889684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Entering Unmasked Estep 
Score: -3156183.250000 Penalty: 2506.505615
	Iteration 0F: 2 clusters Score -3156183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3139120.500000 Penalty: 5013.011230
	Iteration 0F: 3 clusters Score -3139120 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3145056.250000 Penalty: 5013.011230
	Iteration 1F: 3 clusters Score -3145056 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3145498.750000 Penalty: 5013.011230
	Iteration 2Q: 3 clusters Score -3145499 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3145911.000000 Penalty: 5013.011230
	Iteration 3Q: 3 clusters Score -3145911 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3146337.500000 Penalty: 5013.011230
	Iteration 4Q: 3 clusters Score -3146338 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3146909.500000 Penalty: 5013.011230
	Iteration 5Q: 3 clusters Score -3146910 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -3147783.000000 Penalty: 5013.011230
	Iteration 6F: 3 clusters Score -3147783 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -3149018.750000 Penalty: 5013.011230
	Iteration 7F: 3 clusters Score -3149019 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -3150496.750000 Penalty: 5013.011230
	Iteration 8F: 3 clusters Score -3150497 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3151896.000000 Penalty: 5013.011230
	Iteration 9F: 3 clusters Score -3151896 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -3152860.000000 Penalty: 5013.011230
	Iteration 10Q: 3 clusters Score -3152860 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -3153370.250000 Penalty: 5013.011230
	Iteration 11Q: 3 clusters Score -3153370 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3153650.250000 Penalty: 5013.011230
	Iteration 12Q: 3 clusters Score -3153650 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -3153821.750000 Penalty: 5013.011230
	Iteration 13Q: 3 clusters Score -3153822 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3153925.750000 Penalty: 5013.011230
	Iteration 14Q: 3 clusters Score -3153926 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3154004.000000 Penalty: 5013.011230
	Iteration 15Q: 3 clusters Score -3154004 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3154063.000000 Penalty: 5013.011230
	Iteration 16Q: 3 clusters Score -3154063 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -3154126.500000 Penalty: 5013.011230
	Iteration 17Q: 3 clusters Score -3154126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -3154152.500000 Penalty: 5013.011230
	Iteration 18Q: 3 clusters Score -3154152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3154172.250000 Penalty: 5013.011230
	Iteration 19Q: 3 clusters Score -3154172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3154192.000000 Penalty: 5013.011230
	Iteration 20F: 3 clusters Score -3154192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3154204.250000 Penalty: 5013.011230
	Iteration 21Q: 3 clusters Score -3154204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3154214.000000 Penalty: 5013.011230
	Iteration 22Q: 3 clusters Score -3154214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -3154210.500000 Penalty: 5013.011230
	Iteration 23Q: 3 clusters Score -3154210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3154223.500000 Penalty: 5013.011230
	Iteration 24Q: 3 clusters Score -3154224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3154226.500000 Penalty: 5013.011230
	Iteration 25Q: 3 clusters Score -3154226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -3154230.000000 Penalty: 5013.011230
	Iteration 26Q: 3 clusters Score -3154230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3154225.750000 Penalty: 5013.011230
	Iteration 27Q: 3 clusters Score -3154226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -3154226.500000 Penalty: 5013.011230
	Iteration 28Q: 3 clusters Score -3154226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -3154227.750000 Penalty: 5013.011230
	Iteration 29Q: 3 clusters Score -3154228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3154230.500000 Penalty: 5013.011230
	Iteration 30Q: 3 clusters Score -3154230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3154230.250000 Penalty: 5013.011230
	Iteration 31Q: 3 clusters Score -3154230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -3154232.500000 Penalty: 5013.011230
	Iteration 32Q: 3 clusters Score -3154232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -3154231.000000 Penalty: 5013.011230
	Iteration 33Q: 3 clusters Score -3154231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3154230.750000 Penalty: 5013.011230
	Iteration 34Q: 3 clusters Score -3154231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3154232.750000 Penalty: 5013.011230
	Iteration 35Q: 3 clusters Score -3154233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3154232.250000 Penalty: 5013.011230
	Iteration 36Q: 3 clusters Score -3154232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3154232.250000 Penalty: 5013.011230
	Iteration 37F: 3 clusters Score -3154232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Entering Unmasked Estep 
Score: -1180900.000000 Penalty: 2277.758301
	Iteration 0F: 2 clusters Score -1180900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1173451.375000 Penalty: 4555.516602
	Iteration 0F: 3 clusters Score -1173451 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1175727.750000 Penalty: 4555.516602
	Iteration 1F: 3 clusters Score -1175728 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1176137.000000 Penalty: 4555.516602
	Iteration 2F: 3 clusters Score -1176137 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1176573.625000 Penalty: 4555.516602
	Iteration 3F: 3 clusters Score -1176574 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1177232.250000 Penalty: 4555.516602
	Iteration 4F: 3 clusters Score -1177232 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1178086.375000 Penalty: 4555.516602
	Iteration 5F: 3 clusters Score -1178086 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1178941.875000 Penalty: 4555.516602
	Iteration 6F: 3 clusters Score -1178942 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1179509.625000 Penalty: 4555.516602
	Iteration 7F: 3 clusters Score -1179510 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1179812.875000 Penalty: 4555.516602
	Iteration 8Q: 3 clusters Score -1179813 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1179981.875000 Penalty: 4555.516602
	Iteration 9Q: 3 clusters Score -1179982 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1180084.500000 Penalty: 4555.516602
	Iteration 10Q: 3 clusters Score -1180084 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1180151.000000 Penalty: 4555.516602
	Iteration 11Q: 3 clusters Score -1180151 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1180184.750000 Penalty: 4555.516602
	Iteration 12Q: 3 clusters Score -1180185 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1180211.750000 Penalty: 4555.516602
	Iteration 13Q: 3 clusters Score -1180212 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1180231.250000 Penalty: 4555.516602
	Iteration 14Q: 3 clusters Score -1180231 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1180245.250000 Penalty: 4555.516602
	Iteration 15Q: 3 clusters Score -1180245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1180260.875000 Penalty: 4555.516602
	Iteration 16Q: 3 clusters Score -1180261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1180267.500000 Penalty: 4555.516602
	Iteration 17Q: 3 clusters Score -1180268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1180277.625000 Penalty: 4555.516602
	Iteration 18Q: 3 clusters Score -1180278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1180288.000000 Penalty: 4555.516602
	Iteration 19Q: 3 clusters Score -1180288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1180298.125000 Penalty: 4555.516602
	Iteration 20F: 3 clusters Score -1180298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1180300.750000 Penalty: 4555.516602
	Iteration 21Q: 3 clusters Score -1180301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1180312.500000 Penalty: 4555.516602
	Iteration 22Q: 3 clusters Score -1180312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1180318.750000 Penalty: 4555.516602
	Iteration 23Q: 3 clusters Score -1180319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1180321.125000 Penalty: 4555.516602
	Iteration 24Q: 3 clusters Score -1180321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1180326.875000 Penalty: 4555.516602
	Iteration 25Q: 3 clusters Score -1180327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1180333.375000 Penalty: 4555.516602
	Iteration 26Q: 3 clusters Score -1180333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1180333.750000 Penalty: 4555.516602
	Iteration 27Q: 3 clusters Score -1180334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1180340.875000 Penalty: 4555.516602
	Iteration 28Q: 3 clusters Score -1180341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1180342.750000 Penalty: 4555.516602
	Iteration 29Q: 3 clusters Score -1180343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1180344.375000 Penalty: 4555.516602
	Iteration 30Q: 3 clusters Score -1180344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1180347.750000 Penalty: 4555.516602
	Iteration 31Q: 3 clusters Score -1180348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1180347.375000 Penalty: 4555.516602
	Iteration 32Q: 3 clusters Score -1180347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1180347.375000 Penalty: 4555.516602
	Iteration 33Q: 3 clusters Score -1180347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1180347.875000 Penalty: 4555.516602
	Iteration 34Q: 3 clusters Score -1180348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1180350.000000 Penalty: 4555.516602
	Iteration 35Q: 3 clusters Score -1180350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1180349.625000 Penalty: 4555.516602
	Iteration 36Q: 3 clusters Score -1180350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1180348.750000 Penalty: 4555.516602
	Iteration 37Q: 3 clusters Score -1180349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1180350.625000 Penalty: 4555.516602
	Iteration 38Q: 3 clusters Score -1180351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1180349.375000 Penalty: 4555.516602
	Iteration 39Q: 3 clusters Score -1180349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1180351.000000 Penalty: 4555.516602
	Iteration 40F: 3 clusters Score -1180351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1180349.500000 Penalty: 4555.516602
	Iteration 41Q: 3 clusters Score -1180350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1180347.875000 Penalty: 4555.516602
	Iteration 42Q: 3 clusters Score -1180348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1180350.750000 Penalty: 4555.516602
	Iteration 43Q: 3 clusters Score -1180351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1180351.500000 Penalty: 4555.516602
	Iteration 44Q: 3 clusters Score -1180352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1180350.375000 Penalty: 4555.516602
	Iteration 45Q: 3 clusters Score -1180350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1180353.125000 Penalty: 4555.516602
	Iteration 46Q: 3 clusters Score -1180353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1180351.125000 Penalty: 4555.516602
	Iteration 47Q: 3 clusters Score -1180351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1180351.000000 Penalty: 4555.516602
	Iteration 48Q: 3 clusters Score -1180351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1180351.000000 Penalty: 4555.516602
	Iteration 49F: 3 clusters Score -1180351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (156363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156363 members 
Entering Unmasked Estep 
Score: -19999270.000000 Penalty: 2966.063965
	Iteration 0F: 2 clusters Score -1.999927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78012 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -19898912.000000 Penalty: 5932.127930
	Iteration 0F: 3 clusters Score -1.989891e+07 nChanged 74833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76239 members 
Mstep: Class 2 contains 80124 members 
Entering Unmasked Estep 
Score: -19942750.000000 Penalty: 5932.127930
	Iteration 1F: 3 clusters Score -1.994275e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75316 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -19943682.000000 Penalty: 5932.127930
	Iteration 2Q: 3 clusters Score -1.994368e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -19944788.000000 Penalty: 5932.127930
	Iteration 3Q: 3 clusters Score -1.994479e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71891 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -19946230.000000 Penalty: 5932.127930
	Iteration 4Q: 3 clusters Score -1.994623e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 87209 members 
Entering Unmasked Estep 
Score: -19948290.000000 Penalty: 5932.127930
	Iteration 5Q: 3 clusters Score -1.994829e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65228 members 
Mstep: Class 2 contains 91135 members 
Entering Unmasked Estep 
Score: -19951432.000000 Penalty: 5932.127930
	Iteration 6Q: 3 clusters Score -1.995143e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60140 members 
Mstep: Class 2 contains 96223 members 
Entering Unmasked Estep 
Score: -19956536.000000 Penalty: 5932.127930
	Iteration 7F: 3 clusters Score -1.995654e+07 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -19963472.000000 Penalty: 5932.127930
	Iteration 8F: 3 clusters Score -1.996347e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 106792 members 
Entering Unmasked Estep 
Score: -19970642.000000 Penalty: 5932.127930
	Iteration 9F: 3 clusters Score -1.997064e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 110139 members 
Entering Unmasked Estep 
Score: -19976294.000000 Penalty: 5932.127930
	Iteration 10F: 3 clusters Score -1.997629e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 112072 members 
Entering Unmasked Estep 
Score: -19979380.000000 Penalty: 5932.127930
	Iteration 11Q: 3 clusters Score -1.997938e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 113359 members 
Entering Unmasked Estep 
Score: -19980732.000000 Penalty: 5932.127930
	Iteration 12Q: 3 clusters Score -1.998073e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 114455 members 
Entering Unmasked Estep 
Score: -19981526.000000 Penalty: 5932.127930
	Iteration 13Q: 3 clusters Score -1.998153e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 115515 members 
Entering Unmasked Estep 
Score: -19982070.000000 Penalty: 5932.127930
	Iteration 14Q: 3 clusters Score -1.998207e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 116565 members 
Entering Unmasked Estep 
Score: -19982440.000000 Penalty: 5932.127930
	Iteration 15Q: 3 clusters Score -1.998244e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 117518 members 
Entering Unmasked Estep 
Score: -19982970.000000 Penalty: 5932.127930
	Iteration 16Q: 3 clusters Score -1.998297e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 118453 members 
Entering Unmasked Estep 
Score: -19983376.000000 Penalty: 5932.127930
	Iteration 17Q: 3 clusters Score -1.998338e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 119359 members 
Entering Unmasked Estep 
Score: -19983786.000000 Penalty: 5932.127930
	Iteration 18Q: 3 clusters Score -1.998379e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 120208 members 
Entering Unmasked Estep 
Score: -19984274.000000 Penalty: 5932.127930
	Iteration 19Q: 3 clusters Score -1.998427e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 121072 members 
Entering Unmasked Estep 
Score: -19984622.000000 Penalty: 5932.127930
	Iteration 20F: 3 clusters Score -1.998462e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 121963 members 
Entering Unmasked Estep 
Score: -19985032.000000 Penalty: 5932.127930
	Iteration 21Q: 3 clusters Score -1.998503e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 122885 members 
Entering Unmasked Estep 
Score: -19985444.000000 Penalty: 5932.127930
	Iteration 22Q: 3 clusters Score -1.998544e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 123891 members 
Entering Unmasked Estep 
Score: -19985968.000000 Penalty: 5932.127930
	Iteration 23Q: 3 clusters Score -1.998597e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 124950 members 
Entering Unmasked Estep 
Score: -19986492.000000 Penalty: 5932.127930
	Iteration 24Q: 3 clusters Score -1.998649e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 126026 members 
Entering Unmasked Estep 
Score: -19986970.000000 Penalty: 5932.127930
	Iteration 25Q: 3 clusters Score -1.998697e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 127071 members 
Entering Unmasked Estep 
Score: -19987386.000000 Penalty: 5932.127930
	Iteration 26Q: 3 clusters Score -1.998739e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 128103 members 
Entering Unmasked Estep 
Score: -19987894.000000 Penalty: 5932.127930
	Iteration 27Q: 3 clusters Score -1.998789e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 129185 members 
Entering Unmasked Estep 
Score: -19988416.000000 Penalty: 5932.127930
	Iteration 28Q: 3 clusters Score -1.998842e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 130234 members 
Entering Unmasked Estep 
Score: -19988952.000000 Penalty: 5932.127930
	Iteration 29Q: 3 clusters Score -1.998895e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 131371 members 
Entering Unmasked Estep 
Score: -19989388.000000 Penalty: 5932.127930
	Iteration 30Q: 3 clusters Score -1.998939e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 132474 members 
Entering Unmasked Estep 
Score: -19989830.000000 Penalty: 5932.127930
	Iteration 31Q: 3 clusters Score -1.998983e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 133602 members 
Entering Unmasked Estep 
Score: -19990324.000000 Penalty: 5932.127930
	Iteration 32Q: 3 clusters Score -1.999032e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 134727 members 
Entering Unmasked Estep 
Score: -19990708.000000 Penalty: 5932.127930
	Iteration 33Q: 3 clusters Score -1.999071e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 135910 members 
Entering Unmasked Estep 
Score: -19991156.000000 Penalty: 5932.127930
	Iteration 34Q: 3 clusters Score -1.999116e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 137087 members 
Entering Unmasked Estep 
Score: -19991768.000000 Penalty: 5932.127930
	Iteration 35Q: 3 clusters Score -1.999177e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 138197 members 
Entering Unmasked Estep 
Score: -19992224.000000 Penalty: 5932.127930
	Iteration 36Q: 3 clusters Score -1.999222e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 139317 members 
Entering Unmasked Estep 
Score: -19992678.000000 Penalty: 5932.127930
	Iteration 37Q: 3 clusters Score -1.999268e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 140364 members 
Entering Unmasked Estep 
Score: -19993060.000000 Penalty: 5932.127930
	Iteration 38Q: 3 clusters Score -1.999306e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 141361 members 
Entering Unmasked Estep 
Score: -19993402.000000 Penalty: 5932.127930
	Iteration 39Q: 3 clusters Score -1.99934e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 142344 members 
Entering Unmasked Estep 
Score: -19993624.000000 Penalty: 5932.127930
	Iteration 40F: 3 clusters Score -1.999362e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 143275 members 
Entering Unmasked Estep 
Score: -19993920.000000 Penalty: 5932.127930
	Iteration 41Q: 3 clusters Score -1.999392e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 144174 members 
Entering Unmasked Estep 
Score: -19994246.000000 Penalty: 5932.127930
	Iteration 42Q: 3 clusters Score -1.999425e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 145056 members 
Entering Unmasked Estep 
Score: -19994516.000000 Penalty: 5932.127930
	Iteration 43Q: 3 clusters Score -1.999452e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 145890 members 
Entering Unmasked Estep 
Score: -19994884.000000 Penalty: 5932.127930
	Iteration 44Q: 3 clusters Score -1.999488e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 146648 members 
Entering Unmasked Estep 
Score: -19995124.000000 Penalty: 5932.127930
	Iteration 45Q: 3 clusters Score -1.999512e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 147294 members 
Entering Unmasked Estep 
Score: -19995370.000000 Penalty: 5932.127930
	Iteration 46Q: 3 clusters Score -1.999537e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 147902 members 
Entering Unmasked Estep 
Score: -19995594.000000 Penalty: 5932.127930
	Iteration 47Q: 3 clusters Score -1.999559e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 148471 members 
Entering Unmasked Estep 
Score: -19995824.000000 Penalty: 5932.127930
	Iteration 48Q: 3 clusters Score -1.999582e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 149007 members 
Entering Unmasked Estep 
Score: -19996008.000000 Penalty: 5932.127930
	Iteration 49Q: 3 clusters Score -1.999601e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 149518 members 
Entering Unmasked Estep 
Score: -19996182.000000 Penalty: 5932.127930
	Iteration 50Q: 3 clusters Score -1.999618e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 149981 members 
Entering Unmasked Estep 
Score: -19996314.000000 Penalty: 5932.127930
	Iteration 51Q: 3 clusters Score -1.999631e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 150388 members 
Entering Unmasked Estep 
Score: -19996482.000000 Penalty: 5932.127930
	Iteration 52Q: 3 clusters Score -1.999648e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 150754 members 
Entering Unmasked Estep 
Score: -19996508.000000 Penalty: 5932.127930
	Iteration 53Q: 3 clusters Score -1.999651e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 151075 members 
Entering Unmasked Estep 
Score: -19996568.000000 Penalty: 5932.127930
	Iteration 54Q: 3 clusters Score -1.999657e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 151389 members 
Entering Unmasked Estep 
Score: -19996626.000000 Penalty: 5932.127930
	Iteration 55Q: 3 clusters Score -1.999663e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 151671 members 
Entering Unmasked Estep 
Score: -19996716.000000 Penalty: 5932.127930
	Iteration 56Q: 3 clusters Score -1.999672e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 151912 members 
Entering Unmasked Estep 
Score: -19996780.000000 Penalty: 5932.127930
	Iteration 57Q: 3 clusters Score -1.999678e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 152113 members 
Entering Unmasked Estep 
Score: -19996814.000000 Penalty: 5932.127930
	Iteration 58Q: 3 clusters Score -1.999681e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 152292 members 
Entering Unmasked Estep 
Score: -19996820.000000 Penalty: 5932.127930
	Iteration 59Q: 3 clusters Score -1.999682e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 152449 members 
Entering Unmasked Estep 
Score: -19996844.000000 Penalty: 5932.127930
	Iteration 60F: 3 clusters Score -1.999684e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 152565 members 
Entering Unmasked Estep 
Score: -19996878.000000 Penalty: 5932.127930
	Iteration 61Q: 3 clusters Score -1.999688e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 152673 members 
Entering Unmasked Estep 
Score: -19996892.000000 Penalty: 5932.127930
	Iteration 62Q: 3 clusters Score -1.999689e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 152777 members 
Entering Unmasked Estep 
Score: -19996940.000000 Penalty: 5932.127930
	Iteration 63Q: 3 clusters Score -1.999694e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 152889 members 
Entering Unmasked Estep 
Score: -19996972.000000 Penalty: 5932.127930
	Iteration 64Q: 3 clusters Score -1.999697e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 152979 members 
Entering Unmasked Estep 
Score: -19996950.000000 Penalty: 5932.127930
	Iteration 65Q: 3 clusters Score -1.999695e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 153064 members 
Entering Unmasked Estep 
Score: -19996964.000000 Penalty: 5932.127930
	Iteration 66Q: 3 clusters Score -1.999696e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 153144 members 
Entering Unmasked Estep 
Score: -19996962.000000 Penalty: 5932.127930
	Iteration 67Q: 3 clusters Score -1.999696e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 153216 members 
Entering Unmasked Estep 
Score: -19996990.000000 Penalty: 5932.127930
	Iteration 68Q: 3 clusters Score -1.999699e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 153280 members 
Entering Unmasked Estep 
Score: -19996992.000000 Penalty: 5932.127930
	Iteration 69Q: 3 clusters Score -1.999699e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 153339 members 
Entering Unmasked Estep 
Score: -19997010.000000 Penalty: 5932.127930
	Iteration 70Q: 3 clusters Score -1.999701e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 153408 members 
Entering Unmasked Estep 
Score: -19996996.000000 Penalty: 5932.127930
	Iteration 71Q: 3 clusters Score -1.9997e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 153475 members 
Entering Unmasked Estep 
Score: -19996972.000000 Penalty: 5932.127930
	Iteration 72Q: 3 clusters Score -1.999697e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 153540 members 
Entering Unmasked Estep 
Score: -19996998.000000 Penalty: 5932.127930
	Iteration 73Q: 3 clusters Score -1.9997e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 153593 members 
Entering Unmasked Estep 
Score: -19997006.000000 Penalty: 5932.127930
	Iteration 74Q: 3 clusters Score -1.999701e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 153653 members 
Entering Unmasked Estep 
Score: -19997010.000000 Penalty: 5932.127930
	Iteration 75Q: 3 clusters Score -1.999701e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 153695 members 
Entering Unmasked Estep 
Score: -19996996.000000 Penalty: 5932.127930
	Iteration 76Q: 3 clusters Score -1.9997e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 153728 members 
Entering Unmasked Estep 
Score: -19997032.000000 Penalty: 5932.127930
	Iteration 77Q: 3 clusters Score -1.999703e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 153766 members 
Entering Unmasked Estep 
Score: -19997030.000000 Penalty: 5932.127930
	Iteration 78Q: 3 clusters Score -1.999703e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 153801 members 
Entering Unmasked Estep 
Score: -19997028.000000 Penalty: 5932.127930
	Iteration 79Q: 3 clusters Score -1.999703e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 153828 members 
Entering Unmasked Estep 
Score: -19997026.000000 Penalty: 5932.127930
	Iteration 80F: 3 clusters Score -1.999703e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 153863 members 
Entering Unmasked Estep 
Score: -19997026.000000 Penalty: 5932.127930
	Iteration 81Q: 3 clusters Score -1.999703e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 153903 members 
Entering Unmasked Estep 
Score: -19997030.000000 Penalty: 5932.127930
	Iteration 82Q: 3 clusters Score -1.999703e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 153929 members 
Entering Unmasked Estep 
Score: -19997036.000000 Penalty: 5932.127930
	Iteration 83Q: 3 clusters Score -1.999704e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 153958 members 
Entering Unmasked Estep 
Score: -19997048.000000 Penalty: 5932.127930
	Iteration 84Q: 3 clusters Score -1.999705e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 153981 members 
Entering Unmasked Estep 
Score: -19997040.000000 Penalty: 5932.127930
	Iteration 85Q: 3 clusters Score -1.999704e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 154004 members 
Entering Unmasked Estep 
Score: -19997058.000000 Penalty: 5932.127930
	Iteration 86Q: 3 clusters Score -1.999706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 154019 members 
Entering Unmasked Estep 
Score: -19997056.000000 Penalty: 5932.127930
	Iteration 87Q: 3 clusters Score -1.999706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 154034 members 
Entering Unmasked Estep 
Score: -19997068.000000 Penalty: 5932.127930
	Iteration 88Q: 3 clusters Score -1.999707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 154040 members 
Entering Unmasked Estep 
Score: -19997068.000000 Penalty: 5932.127930
	Iteration 89Q: 3 clusters Score -1.999707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 154052 members 
Entering Unmasked Estep 
Score: -19997070.000000 Penalty: 5932.127930
	Iteration 90Q: 3 clusters Score -1.999707e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 154071 members 
Entering Unmasked Estep 
Score: -19997054.000000 Penalty: 5932.127930
	Iteration 91Q: 3 clusters Score -1.999705e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 154082 members 
Entering Unmasked Estep 
Score: -19997054.000000 Penalty: 5932.127930
	Iteration 92Q: 3 clusters Score -1.999705e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 154096 members 
Entering Unmasked Estep 
Score: -19997068.000000 Penalty: 5932.127930
	Iteration 93Q: 3 clusters Score -1.999707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 154105 members 
Entering Unmasked Estep 
Score: -19997074.000000 Penalty: 5932.127930
	Iteration 94Q: 3 clusters Score -1.999707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 154111 members 
Entering Unmasked Estep 
Score: -19997078.000000 Penalty: 5932.127930
	Iteration 95Q: 3 clusters Score -1.999708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 154118 members 
Entering Unmasked Estep 
Score: -19997072.000000 Penalty: 5932.127930
	Iteration 96Q: 3 clusters Score -1.999707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 154124 members 
Entering Unmasked Estep 
Score: -19997076.000000 Penalty: 5932.127930
	Iteration 97Q: 3 clusters Score -1.999708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 154129 members 
Entering Unmasked Estep 
Score: -19997088.000000 Penalty: 5932.127930
	Iteration 98Q: 3 clusters Score -1.999709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 154136 members 
Entering Unmasked Estep 
Score: -19997082.000000 Penalty: 5932.127930
	Iteration 99Q: 3 clusters Score -1.999708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 154141 members 
Entering Unmasked Estep 
Score: -19997060.000000 Penalty: 5932.127930
	Iteration 100F: 3 clusters Score -1.999706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 154151 members 
Entering Unmasked Estep 
Score: -19997072.000000 Penalty: 5932.127930
	Iteration 101Q: 3 clusters Score -1.999707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 154162 members 
Entering Unmasked Estep 
Score: -19997082.000000 Penalty: 5932.127930
	Iteration 102Q: 3 clusters Score -1.999708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 154175 members 
Entering Unmasked Estep 
Score: -19997058.000000 Penalty: 5932.127930
	Iteration 103Q: 3 clusters Score -1.999706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 154184 members 
Entering Unmasked Estep 
Score: -19997074.000000 Penalty: 5932.127930
	Iteration 104Q: 3 clusters Score -1.999707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 154196 members 
Entering Unmasked Estep 
Score: -19997076.000000 Penalty: 5932.127930
	Iteration 105Q: 3 clusters Score -1.999708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 154210 members 
Entering Unmasked Estep 
Score: -19997082.000000 Penalty: 5932.127930
	Iteration 106Q: 3 clusters Score -1.999708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 154219 members 
Entering Unmasked Estep 
Score: -19997086.000000 Penalty: 5932.127930
	Iteration 107Q: 3 clusters Score -1.999709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 154229 members 
Entering Unmasked Estep 
Score: -19997100.000000 Penalty: 5932.127930
	Iteration 108Q: 3 clusters Score -1.99971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 154244 members 
Entering Unmasked Estep 
Score: -19997116.000000 Penalty: 5932.127930
	Iteration 109Q: 3 clusters Score -1.999712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 154256 members 
Entering Unmasked Estep 
Score: -19997120.000000 Penalty: 5932.127930
	Iteration 110Q: 3 clusters Score -1.999712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 154273 members 
Entering Unmasked Estep 
Score: -19997132.000000 Penalty: 5932.127930
	Iteration 111Q: 3 clusters Score -1.999713e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 154288 members 
Entering Unmasked Estep 
Score: -19997130.000000 Penalty: 5932.127930
	Iteration 112Q: 3 clusters Score -1.999713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 154292 members 
Entering Unmasked Estep 
Score: -19997138.000000 Penalty: 5932.127930
	Iteration 113Q: 3 clusters Score -1.999714e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 154300 members 
Entering Unmasked Estep 
Score: -19997152.000000 Penalty: 5932.127930
	Iteration 114Q: 3 clusters Score -1.999715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 154310 members 
Entering Unmasked Estep 
Score: -19997136.000000 Penalty: 5932.127930
	Iteration 115Q: 3 clusters Score -1.999714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 154323 members 
Entering Unmasked Estep 
Score: -19997130.000000 Penalty: 5932.127930
	Iteration 116Q: 3 clusters Score -1.999713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 154333 members 
Entering Unmasked Estep 
Score: -19997134.000000 Penalty: 5932.127930
	Iteration 117Q: 3 clusters Score -1.999713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 154343 members 
Entering Unmasked Estep 
Score: -19997130.000000 Penalty: 5932.127930
	Iteration 118Q: 3 clusters Score -1.999713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 154356 members 
Entering Unmasked Estep 
Score: -19997124.000000 Penalty: 5932.127930
	Iteration 119Q: 3 clusters Score -1.999712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 154368 members 
Entering Unmasked Estep 
Score: -19997128.000000 Penalty: 5932.127930
	Iteration 120F: 3 clusters Score -1.999713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 154376 members 
Entering Unmasked Estep 
Score: -19997132.000000 Penalty: 5932.127930
	Iteration 121Q: 3 clusters Score -1.999713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 154386 members 
Entering Unmasked Estep 
Score: -19997128.000000 Penalty: 5932.127930
	Iteration 122Q: 3 clusters Score -1.999713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 154393 members 
Entering Unmasked Estep 
Score: -19997130.000000 Penalty: 5932.127930
	Iteration 123Q: 3 clusters Score -1.999713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 154397 members 
Entering Unmasked Estep 
Score: -19997132.000000 Penalty: 5932.127930
	Iteration 124Q: 3 clusters Score -1.999713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 154404 members 
Entering Unmasked Estep 
Score: -19997138.000000 Penalty: 5932.127930
	Iteration 125Q: 3 clusters Score -1.999714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 154411 members 
Entering Unmasked Estep 
Score: -19997134.000000 Penalty: 5932.127930
	Iteration 126Q: 3 clusters Score -1.999713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 154415 members 
Entering Unmasked Estep 
Score: -19997136.000000 Penalty: 5932.127930
	Iteration 127Q: 3 clusters Score -1.999714e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 154425 members 
Entering Unmasked Estep 
Score: -19997132.000000 Penalty: 5932.127930
	Iteration 128Q: 3 clusters Score -1.999713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 154436 members 
Entering Unmasked Estep 
Score: -19997122.000000 Penalty: 5932.127930
	Iteration 129Q: 3 clusters Score -1.999712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 154445 members 
Entering Unmasked Estep 
Score: -19997118.000000 Penalty: 5932.127930
	Iteration 130Q: 3 clusters Score -1.999712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 154453 members 
Entering Unmasked Estep 
Score: -19997098.000000 Penalty: 5932.127930
	Iteration 131Q: 3 clusters Score -1.99971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 154461 members 
Entering Unmasked Estep 
Score: -19997112.000000 Penalty: 5932.127930
	Iteration 132Q: 3 clusters Score -1.999711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 154464 members 
Entering Unmasked Estep 
Score: -19997092.000000 Penalty: 5932.127930
	Iteration 133Q: 3 clusters Score -1.999709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 154465 members 
Entering Unmasked Estep 
Score: -19997096.000000 Penalty: 5932.127930
	Iteration 134Q: 3 clusters Score -1.99971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 154466 members 
Entering Unmasked Estep 
Score: -19997088.000000 Penalty: 5932.127930
	Iteration 135Q: 3 clusters Score -1.999709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 154466 members 
Entering Unmasked Estep 
Score: -19997088.000000 Penalty: 5932.127930
	Iteration 136F: 3 clusters Score -1.999709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (167459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167459 members 
Entering Unmasked Estep 
Score: -21469660.000000 Penalty: 2983.066406
	Iteration 0F: 2 clusters Score -2.146966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -21362218.000000 Penalty: 5966.132812
	Iteration 0F: 3 clusters Score -2.136222e+07 nChanged 80067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81036 members 
Mstep: Class 2 contains 86423 members 
Entering Unmasked Estep 
Score: -21410018.000000 Penalty: 5966.132812
	Iteration 1F: 3 clusters Score -2.141002e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 88567 members 
Entering Unmasked Estep 
Score: -21411510.000000 Penalty: 5966.132812
	Iteration 2Q: 3 clusters Score -2.141151e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75492 members 
Mstep: Class 2 contains 91967 members 
Entering Unmasked Estep 
Score: -21413816.000000 Penalty: 5966.132812
	Iteration 3Q: 3 clusters Score -2.141382e+07 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70522 members 
Mstep: Class 2 contains 96937 members 
Entering Unmasked Estep 
Score: -21417524.000000 Penalty: 5966.132812
	Iteration 4Q: 3 clusters Score -2.141752e+07 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 103732 members 
Entering Unmasked Estep 
Score: -21422868.000000 Penalty: 5966.132812
	Iteration 5F: 3 clusters Score -2.142287e+07 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 111978 members 
Entering Unmasked Estep 
Score: -21430272.000000 Penalty: 5966.132812
	Iteration 6F: 3 clusters Score -2.143027e+07 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 120736 members 
Entering Unmasked Estep 
Score: -21439184.000000 Penalty: 5966.132812
	Iteration 7F: 3 clusters Score -2.143918e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 128663 members 
Entering Unmasked Estep 
Score: -21447704.000000 Penalty: 5966.132812
	Iteration 8F: 3 clusters Score -2.14477e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 134650 members 
Entering Unmasked Estep 
Score: -21454048.000000 Penalty: 5966.132812
	Iteration 9Q: 3 clusters Score -2.145405e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 138876 members 
Entering Unmasked Estep 
Score: -21457814.000000 Penalty: 5966.132812
	Iteration 10Q: 3 clusters Score -2.145781e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 142229 members 
Entering Unmasked Estep 
Score: -21459790.000000 Penalty: 5966.132812
	Iteration 11Q: 3 clusters Score -2.145979e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 145294 members 
Entering Unmasked Estep 
Score: -21461248.000000 Penalty: 5966.132812
	Iteration 12Q: 3 clusters Score -2.146125e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 148093 members 
Entering Unmasked Estep 
Score: -21462608.000000 Penalty: 5966.132812
	Iteration 13Q: 3 clusters Score -2.146261e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 150865 members 
Entering Unmasked Estep 
Score: -21463810.000000 Penalty: 5966.132812
	Iteration 14Q: 3 clusters Score -2.146381e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 153459 members 
Entering Unmasked Estep 
Score: -21464588.000000 Penalty: 5966.132812
	Iteration 15Q: 3 clusters Score -2.146459e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 155925 members 
Entering Unmasked Estep 
Score: -21465372.000000 Penalty: 5966.132812
	Iteration 16Q: 3 clusters Score -2.146537e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 158094 members 
Entering Unmasked Estep 
Score: -21465804.000000 Penalty: 5966.132812
	Iteration 17Q: 3 clusters Score -2.14658e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 159990 members 
Entering Unmasked Estep 
Score: -21466274.000000 Penalty: 5966.132812
	Iteration 18Q: 3 clusters Score -2.146627e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 161558 members 
Entering Unmasked Estep 
Score: -21466660.000000 Penalty: 5966.132812
	Iteration 19Q: 3 clusters Score -2.146666e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 162847 members 
Entering Unmasked Estep 
Score: -21466864.000000 Penalty: 5966.132812
	Iteration 20F: 3 clusters Score -2.146686e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 163825 members 
Entering Unmasked Estep 
Score: -21467016.000000 Penalty: 5966.132812
	Iteration 21Q: 3 clusters Score -2.146702e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 164597 members 
Entering Unmasked Estep 
Score: -21467118.000000 Penalty: 5966.132812
	Iteration 22Q: 3 clusters Score -2.146712e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 165117 members 
Entering Unmasked Estep 
Score: -21467158.000000 Penalty: 5966.132812
	Iteration 23Q: 3 clusters Score -2.146716e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 165542 members 
Entering Unmasked Estep 
Score: -21467302.000000 Penalty: 5966.132812
	Iteration 24Q: 3 clusters Score -2.14673e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 165847 members 
Entering Unmasked Estep 
Score: -21467350.000000 Penalty: 5966.132812
	Iteration 25Q: 3 clusters Score -2.146735e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 166089 members 
Entering Unmasked Estep 
Score: -21467330.000000 Penalty: 5966.132812
	Iteration 26Q: 3 clusters Score -2.146733e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 166258 members 
Entering Unmasked Estep 
Score: -21467298.000000 Penalty: 5966.132812
	Iteration 27Q: 3 clusters Score -2.14673e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 166383 members 
Entering Unmasked Estep 
Score: -21467284.000000 Penalty: 5966.132812
	Iteration 28Q: 3 clusters Score -2.146728e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 166483 members 
Entering Unmasked Estep 
Score: -21467296.000000 Penalty: 5966.132812
	Iteration 29Q: 3 clusters Score -2.14673e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 166548 members 
Entering Unmasked Estep 
Score: -21467324.000000 Penalty: 5966.132812
	Iteration 30Q: 3 clusters Score -2.146732e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 166600 members 
Entering Unmasked Estep 
Score: -21467338.000000 Penalty: 5966.132812
	Iteration 31Q: 3 clusters Score -2.146734e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 166631 members 
Entering Unmasked Estep 
Score: -21467332.000000 Penalty: 5966.132812
	Iteration 32Q: 3 clusters Score -2.146733e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 166666 members 
Entering Unmasked Estep 
Score: -21467354.000000 Penalty: 5966.132812
	Iteration 33Q: 3 clusters Score -2.146735e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 166704 members 
Entering Unmasked Estep 
Score: -21467368.000000 Penalty: 5966.132812
	Iteration 34Q: 3 clusters Score -2.146737e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 166724 members 
Entering Unmasked Estep 
Score: -21467370.000000 Penalty: 5966.132812
	Iteration 35Q: 3 clusters Score -2.146737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 166736 members 
Entering Unmasked Estep 
Score: -21467360.000000 Penalty: 5966.132812
	Iteration 36Q: 3 clusters Score -2.146736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 166747 members 
Entering Unmasked Estep 
Score: -21467352.000000 Penalty: 5966.132812
	Iteration 37Q: 3 clusters Score -2.146735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 166753 members 
Entering Unmasked Estep 
Score: -21467356.000000 Penalty: 5966.132812
	Iteration 38Q: 3 clusters Score -2.146736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -21467356.000000 Penalty: 5966.132812
	Iteration 39Q: 3 clusters Score -2.146736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 166766 members 
Entering Unmasked Estep 
Score: -21467360.000000 Penalty: 5966.132812
	Iteration 40F: 3 clusters Score -2.146736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 166772 members 
Entering Unmasked Estep 
Score: -21467370.000000 Penalty: 5966.132812
	Iteration 41Q: 3 clusters Score -2.146737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 166775 members 
Entering Unmasked Estep 
Score: -21467384.000000 Penalty: 5966.132812
	Iteration 42Q: 3 clusters Score -2.146738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 166776 members 
Entering Unmasked Estep 
Score: -21467372.000000 Penalty: 5966.132812
	Iteration 43Q: 3 clusters Score -2.146737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 166777 members 
Entering Unmasked Estep 
Score: -21467366.000000 Penalty: 5966.132812
	Iteration 44Q: 3 clusters Score -2.146737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 166780 members 
Entering Unmasked Estep 
Score: -21467360.000000 Penalty: 5966.132812
	Iteration 45Q: 3 clusters Score -2.146736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 166781 members 
Entering Unmasked Estep 
Score: -21467370.000000 Penalty: 5966.132812
	Iteration 46Q: 3 clusters Score -2.146737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 166782 members 
Entering Unmasked Estep 
Score: -21467372.000000 Penalty: 5966.132812
	Iteration 47Q: 3 clusters Score -2.146737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 166783 members 
Entering Unmasked Estep 
Score: -21467376.000000 Penalty: 5966.132812
	Iteration 48Q: 3 clusters Score -2.146738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 166783 members 
Entering Unmasked Estep 
Score: -21467376.000000 Penalty: 5966.132812
	Iteration 49F: 3 clusters Score -2.146738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -82844.085938 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -82844.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -81168.257812 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -81168.26 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82339.726562 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -82339.73 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -83197.531250 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -83197.53 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -83870.507812 Penalty: 3328.419434
	Iteration 3F: 3 clusters Score -83870.51 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -84253.968750 Penalty: 3328.419434
	Iteration 4Q: 3 clusters Score -84253.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -84407.414062 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -84407.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -84471.640625 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -84471.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -84515.796875 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -84515.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -84527.367188 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -84527.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -84534.453125 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -84534.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -84536.617188 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -84536.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -84536.617188 Penalty: 3328.419434
	Iteration 11F: 3 clusters Score -84536.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74542 members 
Mstep: Class 3 contains 77094 members 
Mstep: Class 4 contains 131317 members 
Mstep: Class 5 contains 159386 members 
Mstep: Class 6 contains 82386 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 146616 members 
Mstep: Class 9 contains 24511 members 
Mstep: Class 10 contains 9745 members 
Mstep: Class 11 contains 156363 members 
Mstep: Class 12 contains 167459 members 
Mstep: Class 13 contains 309 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 165774 members 
Mstep: Class 16 contains 79234 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 8259 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
Score: -161330768.000000 Penalty: 73281.218750
Splitting cluster 13 changes total score from -161330784.000000 to -161330768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -137883.953125 Penalty: 1759.575928
	Iteration 0F: 2 clusters Score -137884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -135937.640625 Penalty: 3519.151855
	Iteration 0F: 3 clusters Score -135937.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -136555.031250 Penalty: 3519.151855
	Iteration 1F: 3 clusters Score -136555 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -136915.625000 Penalty: 3519.151855
	Iteration 2F: 3 clusters Score -136915.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -137149.218750 Penalty: 3519.151855
	Iteration 3F: 3 clusters Score -137149.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -137307.765625 Penalty: 3519.151855
	Iteration 4F: 3 clusters Score -137307.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -137376.453125 Penalty: 3519.151855
	Iteration 5Q: 3 clusters Score -137376.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -137410.578125 Penalty: 3519.151855
	Iteration 6Q: 3 clusters Score -137410.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -137479.578125 Penalty: 3519.151855
	Iteration 7Q: 3 clusters Score -137479.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -137531.656250 Penalty: 3519.151855
	Iteration 8Q: 3 clusters Score -137531.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -137589.703125 Penalty: 3519.151855
	Iteration 9Q: 3 clusters Score -137589.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -137654.296875 Penalty: 3519.151855
	Iteration 10Q: 3 clusters Score -137654.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -137704.906250 Penalty: 3519.151855
	Iteration 11Q: 3 clusters Score -137704.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -137771.296875 Penalty: 3519.151855
	Iteration 12Q: 3 clusters Score -137771.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -137819.734375 Penalty: 3519.151855
	Iteration 13Q: 3 clusters Score -137819.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137845.437500 Penalty: 3519.151855
	Iteration 14Q: 3 clusters Score -137845.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -137854.406250 Penalty: 3519.151855
	Iteration 15Q: 3 clusters Score -137854.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -137857.093750 Penalty: 3519.151855
	Iteration 16Q: 3 clusters Score -137857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -137859.140625 Penalty: 3519.151855
	Iteration 17Q: 3 clusters Score -137859.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -137859.140625 Penalty: 3519.151855
	Iteration 18F: 3 clusters Score -137859.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165774 members 
Entering Unmasked Estep 
Score: -21063670.000000 Penalty: 2980.558594
	Iteration 0F: 2 clusters Score -2.106367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82726 members 
Mstep: Class 2 contains 83048 members 
Entering Unmasked Estep 
Score: -20953698.000000 Penalty: 5961.117188
	Iteration 0F: 3 clusters Score -2.09537e+07 nChanged 79531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79481 members 
Mstep: Class 2 contains 86293 members 
Entering Unmasked Estep 
Score: -21000576.000000 Penalty: 5961.117188
	Iteration 1F: 3 clusters Score -2.100058e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77042 members 
Mstep: Class 2 contains 88732 members 
Entering Unmasked Estep 
Score: -21002906.000000 Penalty: 5961.117188
	Iteration 2Q: 3 clusters Score -2.100291e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 92591 members 
Entering Unmasked Estep 
Score: -21006886.000000 Penalty: 5961.117188
	Iteration 3Q: 3 clusters Score -2.100689e+07 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 98373 members 
Entering Unmasked Estep 
Score: -21013660.000000 Penalty: 5961.117188
	Iteration 4F: 3 clusters Score -2.101366e+07 nChanged 12905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59656 members 
Mstep: Class 2 contains 106118 members 
Entering Unmasked Estep 
Score: -21023498.000000 Penalty: 5961.117188
	Iteration 5F: 3 clusters Score -2.10235e+07 nChanged 13550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 114384 members 
Entering Unmasked Estep 
Score: -21035270.000000 Penalty: 5961.117188
	Iteration 6F: 3 clusters Score -2.103527e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 121149 members 
Entering Unmasked Estep 
Score: -21045752.000000 Penalty: 5961.117188
	Iteration 7F: 3 clusters Score -2.104575e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 125479 members 
Entering Unmasked Estep 
Score: -21051578.000000 Penalty: 5961.117188
	Iteration 8Q: 3 clusters Score -2.105158e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 128335 members 
Entering Unmasked Estep 
Score: -21053880.000000 Penalty: 5961.117188
	Iteration 9Q: 3 clusters Score -2.105388e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 130774 members 
Entering Unmasked Estep 
Score: -21055122.000000 Penalty: 5961.117188
	Iteration 10Q: 3 clusters Score -2.105512e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 133031 members 
Entering Unmasked Estep 
Score: -21056064.000000 Penalty: 5961.117188
	Iteration 11Q: 3 clusters Score -2.105606e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 135194 members 
Entering Unmasked Estep 
Score: -21056900.000000 Penalty: 5961.117188
	Iteration 12Q: 3 clusters Score -2.10569e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 137284 members 
Entering Unmasked Estep 
Score: -21057894.000000 Penalty: 5961.117188
	Iteration 13Q: 3 clusters Score -2.105789e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 139175 members 
Entering Unmasked Estep 
Score: -21058526.000000 Penalty: 5961.117188
	Iteration 14Q: 3 clusters Score -2.105853e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 140940 members 
Entering Unmasked Estep 
Score: -21059158.000000 Penalty: 5961.117188
	Iteration 15Q: 3 clusters Score -2.105916e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 142555 members 
Entering Unmasked Estep 
Score: -21059668.000000 Penalty: 5961.117188
	Iteration 16Q: 3 clusters Score -2.105967e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 143971 members 
Entering Unmasked Estep 
Score: -21060106.000000 Penalty: 5961.117188
	Iteration 17Q: 3 clusters Score -2.106011e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 145311 members 
Entering Unmasked Estep 
Score: -21060640.000000 Penalty: 5961.117188
	Iteration 18Q: 3 clusters Score -2.106064e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 146549 members 
Entering Unmasked Estep 
Score: -21061158.000000 Penalty: 5961.117188
	Iteration 19Q: 3 clusters Score -2.106116e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 147724 members 
Entering Unmasked Estep 
Score: -21061604.000000 Penalty: 5961.117188
	Iteration 20F: 3 clusters Score -2.10616e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 148826 members 
Entering Unmasked Estep 
Score: -21061942.000000 Penalty: 5961.117188
	Iteration 21Q: 3 clusters Score -2.106194e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 149774 members 
Entering Unmasked Estep 
Score: -21062226.000000 Penalty: 5961.117188
	Iteration 22Q: 3 clusters Score -2.106223e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 150638 members 
Entering Unmasked Estep 
Score: -21062426.000000 Penalty: 5961.117188
	Iteration 23Q: 3 clusters Score -2.106243e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 151397 members 
Entering Unmasked Estep 
Score: -21062666.000000 Penalty: 5961.117188
	Iteration 24Q: 3 clusters Score -2.106267e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 152067 members 
Entering Unmasked Estep 
Score: -21062842.000000 Penalty: 5961.117188
	Iteration 25Q: 3 clusters Score -2.106284e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 152720 members 
Entering Unmasked Estep 
Score: -21062992.000000 Penalty: 5961.117188
	Iteration 26Q: 3 clusters Score -2.106299e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 153285 members 
Entering Unmasked Estep 
Score: -21063050.000000 Penalty: 5961.117188
	Iteration 27Q: 3 clusters Score -2.106305e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 153795 members 
Entering Unmasked Estep 
Score: -21063114.000000 Penalty: 5961.117188
	Iteration 28Q: 3 clusters Score -2.106311e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 154251 members 
Entering Unmasked Estep 
Score: -21063244.000000 Penalty: 5961.117188
	Iteration 29Q: 3 clusters Score -2.106324e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 154690 members 
Entering Unmasked Estep 
Score: -21063316.000000 Penalty: 5961.117188
	Iteration 30Q: 3 clusters Score -2.106332e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 155131 members 
Entering Unmasked Estep 
Score: -21063304.000000 Penalty: 5961.117188
	Iteration 31Q: 3 clusters Score -2.10633e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 155524 members 
Entering Unmasked Estep 
Score: -21063320.000000 Penalty: 5961.117188
	Iteration 32Q: 3 clusters Score -2.106332e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 155888 members 
Entering Unmasked Estep 
Score: -21063298.000000 Penalty: 5961.117188
	Iteration 33Q: 3 clusters Score -2.10633e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 156239 members 
Entering Unmasked Estep 
Score: -21063348.000000 Penalty: 5961.117188
	Iteration 34Q: 3 clusters Score -2.106335e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 156567 members 
Entering Unmasked Estep 
Score: -21063350.000000 Penalty: 5961.117188
	Iteration 35Q: 3 clusters Score -2.106335e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 156847 members 
Entering Unmasked Estep 
Score: -21063356.000000 Penalty: 5961.117188
	Iteration 36Q: 3 clusters Score -2.106336e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 157089 members 
Entering Unmasked Estep 
Score: -21063350.000000 Penalty: 5961.117188
	Iteration 37Q: 3 clusters Score -2.106335e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 157327 members 
Entering Unmasked Estep 
Score: -21063360.000000 Penalty: 5961.117188
	Iteration 38Q: 3 clusters Score -2.106336e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 157523 members 
Entering Unmasked Estep 
Score: -21063328.000000 Penalty: 5961.117188
	Iteration 39Q: 3 clusters Score -2.106333e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 157680 members 
Entering Unmasked Estep 
Score: -21063348.000000 Penalty: 5961.117188
	Iteration 40F: 3 clusters Score -2.106335e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 157851 members 
Entering Unmasked Estep 
Score: -21063366.000000 Penalty: 5961.117188
	Iteration 41Q: 3 clusters Score -2.106337e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 158015 members 
Entering Unmasked Estep 
Score: -21063360.000000 Penalty: 5961.117188
	Iteration 42Q: 3 clusters Score -2.106336e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 158150 members 
Entering Unmasked Estep 
Score: -21063336.000000 Penalty: 5961.117188
	Iteration 43Q: 3 clusters Score -2.106334e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 158282 members 
Entering Unmasked Estep 
Score: -21063320.000000 Penalty: 5961.117188
	Iteration 44Q: 3 clusters Score -2.106332e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 158415 members 
Entering Unmasked Estep 
Score: -21063284.000000 Penalty: 5961.117188
	Iteration 45Q: 3 clusters Score -2.106328e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 158540 members 
Entering Unmasked Estep 
Score: -21063312.000000 Penalty: 5961.117188
	Iteration 46Q: 3 clusters Score -2.106331e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 158659 members 
Entering Unmasked Estep 
Score: -21063320.000000 Penalty: 5961.117188
	Iteration 47Q: 3 clusters Score -2.106332e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 158755 members 
Entering Unmasked Estep 
Score: -21063342.000000 Penalty: 5961.117188
	Iteration 48Q: 3 clusters Score -2.106334e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 158825 members 
Entering Unmasked Estep 
Score: -21063312.000000 Penalty: 5961.117188
	Iteration 49Q: 3 clusters Score -2.106331e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 158901 members 
Entering Unmasked Estep 
Score: -21063330.000000 Penalty: 5961.117188
	Iteration 50Q: 3 clusters Score -2.106333e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 158973 members 
Entering Unmasked Estep 
Score: -21063284.000000 Penalty: 5961.117188
	Iteration 51Q: 3 clusters Score -2.106328e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 159054 members 
Entering Unmasked Estep 
Score: -21063320.000000 Penalty: 5961.117188
	Iteration 52Q: 3 clusters Score -2.106332e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 159131 members 
Entering Unmasked Estep 
Score: -21063296.000000 Penalty: 5961.117188
	Iteration 53Q: 3 clusters Score -2.10633e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 159201 members 
Entering Unmasked Estep 
Score: -21063278.000000 Penalty: 5961.117188
	Iteration 54Q: 3 clusters Score -2.106328e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 159249 members 
Entering Unmasked Estep 
Score: -21063260.000000 Penalty: 5961.117188
	Iteration 55Q: 3 clusters Score -2.106326e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 159288 members 
Entering Unmasked Estep 
Score: -21063268.000000 Penalty: 5961.117188
	Iteration 56Q: 3 clusters Score -2.106327e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 159320 members 
Entering Unmasked Estep 
Score: -21063256.000000 Penalty: 5961.117188
	Iteration 57Q: 3 clusters Score -2.106326e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 159346 members 
Entering Unmasked Estep 
Score: -21063246.000000 Penalty: 5961.117188
	Iteration 58Q: 3 clusters Score -2.106325e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 159380 members 
Entering Unmasked Estep 
Score: -21063240.000000 Penalty: 5961.117188
	Iteration 59Q: 3 clusters Score -2.106324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 159409 members 
Entering Unmasked Estep 
Score: -21063252.000000 Penalty: 5961.117188
	Iteration 60F: 3 clusters Score -2.106325e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 159442 members 
Entering Unmasked Estep 
Score: -21063270.000000 Penalty: 5961.117188
	Iteration 61Q: 3 clusters Score -2.106327e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 159474 members 
Entering Unmasked Estep 
Score: -21063238.000000 Penalty: 5961.117188
	Iteration 62Q: 3 clusters Score -2.106324e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 159498 members 
Entering Unmasked Estep 
Score: -21063242.000000 Penalty: 5961.117188
	Iteration 63Q: 3 clusters Score -2.106324e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 159527 members 
Entering Unmasked Estep 
Score: -21063242.000000 Penalty: 5961.117188
	Iteration 64Q: 3 clusters Score -2.106324e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 159559 members 
Entering Unmasked Estep 
Score: -21063244.000000 Penalty: 5961.117188
	Iteration 65Q: 3 clusters Score -2.106324e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 159584 members 
Entering Unmasked Estep 
Score: -21063230.000000 Penalty: 5961.117188
	Iteration 66Q: 3 clusters Score -2.106323e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 159610 members 
Entering Unmasked Estep 
Score: -21063216.000000 Penalty: 5961.117188
	Iteration 67Q: 3 clusters Score -2.106322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 159632 members 
Entering Unmasked Estep 
Score: -21063208.000000 Penalty: 5961.117188
	Iteration 68Q: 3 clusters Score -2.106321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 159647 members 
Entering Unmasked Estep 
Score: -21063216.000000 Penalty: 5961.117188
	Iteration 69Q: 3 clusters Score -2.106322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 159660 members 
Entering Unmasked Estep 
Score: -21063202.000000 Penalty: 5961.117188
	Iteration 70Q: 3 clusters Score -2.10632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 159671 members 
Entering Unmasked Estep 
Score: -21063206.000000 Penalty: 5961.117188
	Iteration 71Q: 3 clusters Score -2.106321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 159682 members 
Entering Unmasked Estep 
Score: -21063200.000000 Penalty: 5961.117188
	Iteration 72Q: 3 clusters Score -2.10632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 159691 members 
Entering Unmasked Estep 
Score: -21063210.000000 Penalty: 5961.117188
	Iteration 73Q: 3 clusters Score -2.106321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 159704 members 
Entering Unmasked Estep 
Score: -21063224.000000 Penalty: 5961.117188
	Iteration 74Q: 3 clusters Score -2.106322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 159714 members 
Entering Unmasked Estep 
Score: -21063218.000000 Penalty: 5961.117188
	Iteration 75Q: 3 clusters Score -2.106322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 159722 members 
Entering Unmasked Estep 
Score: -21063220.000000 Penalty: 5961.117188
	Iteration 76Q: 3 clusters Score -2.106322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 159731 members 
Entering Unmasked Estep 
Score: -21063232.000000 Penalty: 5961.117188
	Iteration 77Q: 3 clusters Score -2.106323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 159744 members 
Entering Unmasked Estep 
Score: -21063228.000000 Penalty: 5961.117188
	Iteration 78Q: 3 clusters Score -2.106323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 159752 members 
Entering Unmasked Estep 
Score: -21063238.000000 Penalty: 5961.117188
	Iteration 79Q: 3 clusters Score -2.106324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 159760 members 
Entering Unmasked Estep 
Score: -21063210.000000 Penalty: 5961.117188
	Iteration 80F: 3 clusters Score -2.106321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 159766 members 
Entering Unmasked Estep 
Score: -21063224.000000 Penalty: 5961.117188
	Iteration 81Q: 3 clusters Score -2.106322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 159773 members 
Entering Unmasked Estep 
Score: -21063232.000000 Penalty: 5961.117188
	Iteration 82Q: 3 clusters Score -2.106323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 159783 members 
Entering Unmasked Estep 
Score: -21063238.000000 Penalty: 5961.117188
	Iteration 83Q: 3 clusters Score -2.106324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 159797 members 
Entering Unmasked Estep 
Score: -21063230.000000 Penalty: 5961.117188
	Iteration 84Q: 3 clusters Score -2.106323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 159808 members 
Entering Unmasked Estep 
Score: -21063228.000000 Penalty: 5961.117188
	Iteration 85Q: 3 clusters Score -2.106323e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 159822 members 
Entering Unmasked Estep 
Score: -21063246.000000 Penalty: 5961.117188
	Iteration 86Q: 3 clusters Score -2.106325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 159836 members 
Entering Unmasked Estep 
Score: -21063238.000000 Penalty: 5961.117188
	Iteration 87Q: 3 clusters Score -2.106324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 159845 members 
Entering Unmasked Estep 
Score: -21063224.000000 Penalty: 5961.117188
	Iteration 88Q: 3 clusters Score -2.106322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 159858 members 
Entering Unmasked Estep 
Score: -21063224.000000 Penalty: 5961.117188
	Iteration 89Q: 3 clusters Score -2.106322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 159866 members 
Entering Unmasked Estep 
Score: -21063208.000000 Penalty: 5961.117188
	Iteration 90Q: 3 clusters Score -2.106321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 159870 members 
Entering Unmasked Estep 
Score: -21063210.000000 Penalty: 5961.117188
	Iteration 91Q: 3 clusters Score -2.106321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 159873 members 
Entering Unmasked Estep 
Score: -21063202.000000 Penalty: 5961.117188
	Iteration 92Q: 3 clusters Score -2.10632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 159877 members 
Entering Unmasked Estep 
Score: -21063208.000000 Penalty: 5961.117188
	Iteration 93Q: 3 clusters Score -2.106321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 159883 members 
Entering Unmasked Estep 
Score: -21063204.000000 Penalty: 5961.117188
	Iteration 94Q: 3 clusters Score -2.10632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 159888 members 
Entering Unmasked Estep 
Score: -21063204.000000 Penalty: 5961.117188
	Iteration 95Q: 3 clusters Score -2.10632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 159893 members 
Entering Unmasked Estep 
Score: -21063214.000000 Penalty: 5961.117188
	Iteration 96Q: 3 clusters Score -2.106321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 159896 members 
Entering Unmasked Estep 
Score: -21063234.000000 Penalty: 5961.117188
	Iteration 97Q: 3 clusters Score -2.106323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 159898 members 
Entering Unmasked Estep 
Score: -21063228.000000 Penalty: 5961.117188
	Iteration 98Q: 3 clusters Score -2.106323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 159901 members 
Entering Unmasked Estep 
Score: -21063234.000000 Penalty: 5961.117188
	Iteration 99Q: 3 clusters Score -2.106323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 159903 members 
Entering Unmasked Estep 
Score: -21063240.000000 Penalty: 5961.117188
	Iteration 100F: 3 clusters Score -2.106324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 159904 members 
Entering Unmasked Estep 
Score: -21063236.000000 Penalty: 5961.117188
	Iteration 101Q: 3 clusters Score -2.106324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 159906 members 
Entering Unmasked Estep 
Score: -21063240.000000 Penalty: 5961.117188
	Iteration 102Q: 3 clusters Score -2.106324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 159908 members 
Entering Unmasked Estep 
Score: -21063232.000000 Penalty: 5961.117188
	Iteration 103Q: 3 clusters Score -2.106323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 159909 members 
Entering Unmasked Estep 
Score: -21063242.000000 Penalty: 5961.117188
	Iteration 104Q: 3 clusters Score -2.106324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 159912 members 
Entering Unmasked Estep 
Score: -21063238.000000 Penalty: 5961.117188
	Iteration 105Q: 3 clusters Score -2.106324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 159915 members 
Entering Unmasked Estep 
Score: -21063226.000000 Penalty: 5961.117188
	Iteration 106Q: 3 clusters Score -2.106323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 159918 members 
Entering Unmasked Estep 
Score: -21063230.000000 Penalty: 5961.117188
	Iteration 107Q: 3 clusters Score -2.106323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 159920 members 
Entering Unmasked Estep 
Score: -21063252.000000 Penalty: 5961.117188
	Iteration 108Q: 3 clusters Score -2.106325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 159921 members 
Entering Unmasked Estep 
Score: -21063244.000000 Penalty: 5961.117188
	Iteration 109Q: 3 clusters Score -2.106324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 159922 members 
Entering Unmasked Estep 
Score: -21063246.000000 Penalty: 5961.117188
	Iteration 110Q: 3 clusters Score -2.106325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 159922 members 
Entering Unmasked Estep 
Score: -21063246.000000 Penalty: 5961.117188
	Iteration 111F: 3 clusters Score -2.106325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79234 members 
Entering Unmasked Estep 
Score: -10040292.000000 Penalty: 2797.479980
	Iteration 0F: 2 clusters Score -1.004029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -9987246.000000 Penalty: 5594.959961
	Iteration 0F: 3 clusters Score -9987246 nChanged 37180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -10008069.000000 Penalty: 5594.959961
	Iteration 1F: 3 clusters Score -1.000807e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -10008615.000000 Penalty: 5594.959961
	Iteration 2Q: 3 clusters Score -1.000862e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -10009436.000000 Penalty: 5594.959961
	Iteration 3Q: 3 clusters Score -1.000944e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -10010428.000000 Penalty: 5594.959961
	Iteration 4Q: 3 clusters Score -1.001043e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -10012030.000000 Penalty: 5594.959961
	Iteration 5Q: 3 clusters Score -1.001203e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -10014622.000000 Penalty: 5594.959961
	Iteration 6F: 3 clusters Score -1.001462e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -10018383.000000 Penalty: 5594.959961
	Iteration 7F: 3 clusters Score -1.001838e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -10023109.000000 Penalty: 5594.959961
	Iteration 8F: 3 clusters Score -1.002311e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -10027782.000000 Penalty: 5594.959961
	Iteration 9F: 3 clusters Score -1.002778e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -10031481.000000 Penalty: 5594.959961
	Iteration 10F: 3 clusters Score -1.003148e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -10034355.000000 Penalty: 5594.959961
	Iteration 11Q: 3 clusters Score -1.003436e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -10036163.000000 Penalty: 5594.959961
	Iteration 12Q: 3 clusters Score -1.003616e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -10037363.000000 Penalty: 5594.959961
	Iteration 13Q: 3 clusters Score -1.003736e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -10038337.000000 Penalty: 5594.959961
	Iteration 14Q: 3 clusters Score -1.003834e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75267 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -10039405.000000 Penalty: 5594.959961
	Iteration 15Q: 3 clusters Score -1.00394e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75466 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -10039809.000000 Penalty: 5594.959961
	Iteration 16Q: 3 clusters Score -1.003981e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75574 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -10039891.000000 Penalty: 5594.959961
	Iteration 17Q: 3 clusters Score -1.003989e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -10039935.000000 Penalty: 5594.959961
	Iteration 18Q: 3 clusters Score -1.003994e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75716 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -10039946.000000 Penalty: 5594.959961
	Iteration 19Q: 3 clusters Score -1.003995e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75767 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -10039944.000000 Penalty: 5594.959961
	Iteration 20F: 3 clusters Score -1.003994e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -10039945.000000 Penalty: 5594.959961
	Iteration 21Q: 3 clusters Score -1.003994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -10039947.000000 Penalty: 5594.959961
	Iteration 22Q: 3 clusters Score -1.003995e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -10039951.000000 Penalty: 5594.959961
	Iteration 23Q: 3 clusters Score -1.003995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -10039961.000000 Penalty: 5594.959961
	Iteration 24Q: 3 clusters Score -1.003996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75863 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -10039969.000000 Penalty: 5594.959961
	Iteration 25Q: 3 clusters Score -1.003997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -10039976.000000 Penalty: 5594.959961
	Iteration 26Q: 3 clusters Score -1.003998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -10039978.000000 Penalty: 5594.959961
	Iteration 27Q: 3 clusters Score -1.003998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -10039980.000000 Penalty: 5594.959961
	Iteration 28Q: 3 clusters Score -1.003998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -10039983.000000 Penalty: 5594.959961
	Iteration 29Q: 3 clusters Score -1.003998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -10039977.000000 Penalty: 5594.959961
	Iteration 30Q: 3 clusters Score -1.003998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75876 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -10039981.000000 Penalty: 5594.959961
	Iteration 31Q: 3 clusters Score -1.003998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75876 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -10039981.000000 Penalty: 5594.959961
	Iteration 32F: 3 clusters Score -1.003998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -81088.343750 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -81088.34 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 388 members 
Entering Unmasked Estep 
Score: -79458.000000 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -79458 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80084.054688 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -80084.05 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80437.156250 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -80437.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80646.054688 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -80646.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -80765.617188 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -80765.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80856.281250 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -80856.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80954.257812 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -80954.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81028.492188 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -81028.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -81039.156250 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -81039.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -81040.054688 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -81040.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -81040.054688 Penalty: 3312.457520
	Iteration 10F: 3 clusters Score -81040.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -251857.734375 Penalty: 1888.471680
	Iteration 0F: 2 clusters Score -251857.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -249205.859375 Penalty: 3776.943359
	Iteration 0F: 3 clusters Score -249205.9 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -249697.593750 Penalty: 3776.943359
	Iteration 1F: 3 clusters Score -249697.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -249825.453125 Penalty: 3776.943359
	Iteration 2F: 3 clusters Score -249825.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -249910.093750 Penalty: 3776.943359
	Iteration 3Q: 3 clusters Score -249910.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -249964.515625 Penalty: 3776.943359
	Iteration 4Q: 3 clusters Score -249964.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -250008.484375 Penalty: 3776.943359
	Iteration 5Q: 3 clusters Score -250008.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -250032.359375 Penalty: 3776.943359
	Iteration 6Q: 3 clusters Score -250032.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -250046.640625 Penalty: 3776.943359
	Iteration 7Q: 3 clusters Score -250046.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -250053.812500 Penalty: 3776.943359
	Iteration 8Q: 3 clusters Score -250053.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -250059.156250 Penalty: 3776.943359
	Iteration 9Q: 3 clusters Score -250059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -250060.796875 Penalty: 3776.943359
	Iteration 10Q: 3 clusters Score -250060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -250064.156250 Penalty: 3776.943359
	Iteration 11Q: 3 clusters Score -250064.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -250070.062500 Penalty: 3776.943359
	Iteration 12Q: 3 clusters Score -250070.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -250073.921875 Penalty: 3776.943359
	Iteration 13Q: 3 clusters Score -250073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -250077.640625 Penalty: 3776.943359
	Iteration 14Q: 3 clusters Score -250077.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -250081.500000 Penalty: 3776.943359
	Iteration 15Q: 3 clusters Score -250081.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -250084.796875 Penalty: 3776.943359
	Iteration 16Q: 3 clusters Score -250084.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -250087.328125 Penalty: 3776.943359
	Iteration 17Q: 3 clusters Score -250087.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -250089.968750 Penalty: 3776.943359
	Iteration 18Q: 3 clusters Score -250090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -250090.859375 Penalty: 3776.943359
	Iteration 19Q: 3 clusters Score -250090.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -250091.953125 Penalty: 3776.943359
	Iteration 20F: 3 clusters Score -250092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Entering Unmasked Estep 
Score: -997855.625000 Penalty: 2236.726562
	Iteration 0F: 2 clusters Score -997855.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -991247.937500 Penalty: 4473.453125
	Iteration 0F: 3 clusters Score -991247.9 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -993159.750000 Penalty: 4473.453125
	Iteration 1F: 3 clusters Score -993159.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -993615.625000 Penalty: 4473.453125
	Iteration 2F: 3 clusters Score -993615.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -994040.812500 Penalty: 4473.453125
	Iteration 3F: 3 clusters Score -994040.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -994439.875000 Penalty: 4473.453125
	Iteration 4F: 3 clusters Score -994439.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -994775.000000 Penalty: 4473.453125
	Iteration 5F: 3 clusters Score -994775 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -995115.625000 Penalty: 4473.453125
	Iteration 6F: 3 clusters Score -995115.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -995457.500000 Penalty: 4473.453125
	Iteration 7F: 3 clusters Score -995457.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -995757.625000 Penalty: 4473.453125
	Iteration 8Q: 3 clusters Score -995757.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -995987.562500 Penalty: 4473.453125
	Iteration 9Q: 3 clusters Score -995987.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -996174.875000 Penalty: 4473.453125
	Iteration 10Q: 3 clusters Score -996174.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -996296.937500 Penalty: 4473.453125
	Iteration 11Q: 3 clusters Score -996296.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -996374.187500 Penalty: 4473.453125
	Iteration 12Q: 3 clusters Score -996374.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -996427.750000 Penalty: 4473.453125
	Iteration 13Q: 3 clusters Score -996427.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -996470.250000 Penalty: 4473.453125
	Iteration 14Q: 3 clusters Score -996470.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -996503.375000 Penalty: 4473.453125
	Iteration 15Q: 3 clusters Score -996503.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -996521.125000 Penalty: 4473.453125
	Iteration 16Q: 3 clusters Score -996521.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -996538.250000 Penalty: 4473.453125
	Iteration 17Q: 3 clusters Score -996538.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -996546.625000 Penalty: 4473.453125
	Iteration 18Q: 3 clusters Score -996546.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -996560.000000 Penalty: 4473.453125
	Iteration 19Q: 3 clusters Score -996560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -996563.375000 Penalty: 4473.453125
	Iteration 20F: 3 clusters Score -996563.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -996568.687500 Penalty: 4473.453125
	Iteration 21Q: 3 clusters Score -996568.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -996577.062500 Penalty: 4473.453125
	Iteration 22Q: 3 clusters Score -996577.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -996579.750000 Penalty: 4473.453125
	Iteration 23Q: 3 clusters Score -996579.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -996583.250000 Penalty: 4473.453125
	Iteration 24Q: 3 clusters Score -996583.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -996585.000000 Penalty: 4473.453125
	Iteration 25Q: 3 clusters Score -996585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -996588.312500 Penalty: 4473.453125
	Iteration 26Q: 3 clusters Score -996588.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -996590.937500 Penalty: 4473.453125
	Iteration 27Q: 3 clusters Score -996590.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -996592.625000 Penalty: 4473.453125
	Iteration 28Q: 3 clusters Score -996592.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -996596.500000 Penalty: 4473.453125
	Iteration 29Q: 3 clusters Score -996596.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -996599.875000 Penalty: 4473.453125
	Iteration 30Q: 3 clusters Score -996599.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -996600.687500 Penalty: 4473.453125
	Iteration 31Q: 3 clusters Score -996600.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -996600.437500 Penalty: 4473.453125
	Iteration 32Q: 3 clusters Score -996600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -996602.562500 Penalty: 4473.453125
	Iteration 33Q: 3 clusters Score -996602.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -996605.187500 Penalty: 4473.453125
	Iteration 34Q: 3 clusters Score -996605.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -996605.937500 Penalty: 4473.453125
	Iteration 35Q: 3 clusters Score -996605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -996605.500000 Penalty: 4473.453125
	Iteration 36Q: 3 clusters Score -996605.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -996606.625000 Penalty: 4473.453125
	Iteration 37Q: 3 clusters Score -996606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -996610.687500 Penalty: 4473.453125
	Iteration 38Q: 3 clusters Score -996610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -996609.250000 Penalty: 4473.453125
	Iteration 39Q: 3 clusters Score -996609.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -996609.000000 Penalty: 4473.453125
	Iteration 40F: 3 clusters Score -996609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -996610.812500 Penalty: 4473.453125
	Iteration 41Q: 3 clusters Score -996610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -996610.812500 Penalty: 4473.453125
	Iteration 42Q: 3 clusters Score -996610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -996612.750000 Penalty: 4473.453125
	Iteration 43Q: 3 clusters Score -996612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -996612.750000 Penalty: 4473.453125
	Iteration 44F: 3 clusters Score -996612.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -62666.695312 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -62666.7 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 338 members 
Entering Unmasked Estep 
Score: -61094.867188 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -61094.87 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61425.566406 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -61425.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -61647.085938 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -61647.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61959.945312 Penalty: 3193.917725
	Iteration 3F: 3 clusters Score -61959.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -62302.890625 Penalty: 3193.917725
	Iteration 4F: 3 clusters Score -62302.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62382.894531 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -62382.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -62447.601562 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -62447.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -62542.554688 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -62542.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -62603.304688 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -62603.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -62655.042969 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -62655.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62667.519531 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -62667.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -62672.128906 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -62672.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -62685.851562 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -62685.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -62685.851562 Penalty: 3193.917725
	Iteration 13F: 3 clusters Score -62685.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74542 members 
Mstep: Class 3 contains 77094 members 
Mstep: Class 4 contains 131317 members 
Mstep: Class 5 contains 159386 members 
Mstep: Class 6 contains 82386 members 
Mstep: Class 7 contains 407 members 
Mstep: Class 8 contains 146616 members 
Mstep: Class 9 contains 24511 members 
Mstep: Class 10 contains 9745 members 
Mstep: Class 11 contains 156363 members 
Mstep: Class 12 contains 167459 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 165774 members 
Mstep: Class 16 contains 79234 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 8259 members 
Mstep: Class 20 contains 219 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
Score: -161329168.000000 Penalty: 73281.218750
Splitting cluster 20 changes total score from -161330784.000000 to -161329168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Entering Unmasked Estep 
Score: -266024.281250 Penalty: 1900.291992
	Iteration 0F: 2 clusters Score -266024.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -263343.468750 Penalty: 3800.583984
	Iteration 0F: 3 clusters Score -263343.5 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -263861.812500 Penalty: 3800.583984
	Iteration 1F: 3 clusters Score -263861.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -263989.250000 Penalty: 3800.583984
	Iteration 2F: 3 clusters Score -263989.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -264072.125000 Penalty: 3800.583984
	Iteration 3Q: 3 clusters Score -264072.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -264121.750000 Penalty: 3800.583984
	Iteration 4Q: 3 clusters Score -264121.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -264165.093750 Penalty: 3800.583984
	Iteration 5Q: 3 clusters Score -264165.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -264191.187500 Penalty: 3800.583984
	Iteration 6Q: 3 clusters Score -264191.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -264212.625000 Penalty: 3800.583984
	Iteration 7Q: 3 clusters Score -264212.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -264228.468750 Penalty: 3800.583984
	Iteration 8Q: 3 clusters Score -264228.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -264239.625000 Penalty: 3800.583984
	Iteration 9Q: 3 clusters Score -264239.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -264248.281250 Penalty: 3800.583984
	Iteration 10Q: 3 clusters Score -264248.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -264262.687500 Penalty: 3800.583984
	Iteration 11Q: 3 clusters Score -264262.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -264271.593750 Penalty: 3800.583984
	Iteration 12Q: 3 clusters Score -264271.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -264280.250000 Penalty: 3800.583984
	Iteration 13Q: 3 clusters Score -264280.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -264286.218750 Penalty: 3800.583984
	Iteration 14Q: 3 clusters Score -264286.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -264292.843750 Penalty: 3800.583984
	Iteration 15Q: 3 clusters Score -264292.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -264300.968750 Penalty: 3800.583984
	Iteration 16Q: 3 clusters Score -264301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -264309.406250 Penalty: 3800.583984
	Iteration 17Q: 3 clusters Score -264309.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -264315.218750 Penalty: 3800.583984
	Iteration 18Q: 3 clusters Score -264315.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -264317.437500 Penalty: 3800.583984
	Iteration 19Q: 3 clusters Score -264317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -264318.468750 Penalty: 3800.583984
	Iteration 20F: 3 clusters Score -264318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -264318.968750 Penalty: 3800.583984
	Iteration 21Q: 3 clusters Score -264319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -264319.437500 Penalty: 3800.583984
	Iteration 22Q: 3 clusters Score -264319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -264320.218750 Penalty: 3800.583984
	Iteration 23Q: 3 clusters Score -264320.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -264321.687500 Penalty: 3800.583984
	Iteration 24Q: 3 clusters Score -264321.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -264322.187500 Penalty: 3800.583984
	Iteration 25Q: 3 clusters Score -264322.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -264324.718750 Penalty: 3800.583984
	Iteration 26Q: 3 clusters Score -264324.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -264324.781250 Penalty: 3800.583984
	Iteration 27Q: 3 clusters Score -264324.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -264326.187500 Penalty: 3800.583984
	Iteration 28Q: 3 clusters Score -264326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -264328.187500 Penalty: 3800.583984
	Iteration 29Q: 3 clusters Score -264328.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -264330.062500 Penalty: 3800.583984
	Iteration 30Q: 3 clusters Score -264330.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -264330.062500 Penalty: 3800.583984
	Iteration 31F: 3 clusters Score -264330.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74542 members 
Mstep: Class 3 contains 77094 members 
Mstep: Class 4 contains 131317 members 
Mstep: Class 5 contains 159386 members 
Mstep: Class 6 contains 82386 members 
Mstep: Class 8 contains 146616 members 
Mstep: Class 9 contains 24511 members 
Mstep: Class 10 contains 9745 members 
Mstep: Class 11 contains 156363 members 
Mstep: Class 12 contains 167459 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 165774 members 
Mstep: Class 16 contains 79234 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 8259 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331040.000000 Penalty: 69791.640625
Iteration 199Q: 21 clusters Score -1.61331e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74516 members 
Mstep: Class 3 contains 77073 members 
Mstep: Class 4 contains 131185 members 
Mstep: Class 5 contains 159406 members 
Mstep: Class 6 contains 82429 members 
Mstep: Class 8 contains 146606 members 
Mstep: Class 9 contains 24510 members 
Mstep: Class 10 contains 9741 members 
Mstep: Class 11 contains 156386 members 
Mstep: Class 12 contains 167557 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 165774 members 
Mstep: Class 16 contains 79245 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8259 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330816.000000 Penalty: 69791.640625
Iteration 200F: 21 clusters Score -1.613308e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74496 members 
Mstep: Class 3 contains 77051 members 
Mstep: Class 4 contains 131053 members 
Mstep: Class 5 contains 159411 members 
Mstep: Class 6 contains 82475 members 
Mstep: Class 8 contains 146594 members 
Mstep: Class 9 contains 24511 members 
Mstep: Class 10 contains 9728 members 
Mstep: Class 11 contains 156420 members 
Mstep: Class 12 contains 167641 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 165794 members 
Mstep: Class 16 contains 79254 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8260 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330848.000000 Penalty: 69791.640625
Iteration 201Q: 21 clusters Score -1.613308e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74487 members 
Mstep: Class 3 contains 77027 members 
Mstep: Class 4 contains 130915 members 
Mstep: Class 5 contains 159420 members 
Mstep: Class 6 contains 82515 members 
Mstep: Class 8 contains 146592 members 
Mstep: Class 9 contains 24508 members 
Mstep: Class 10 contains 9720 members 
Mstep: Class 11 contains 156456 members 
Mstep: Class 12 contains 167709 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 165809 members 
Mstep: Class 16 contains 79267 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8263 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330704.000000 Penalty: 69791.640625
Iteration 202Q: 21 clusters Score -1.613307e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74469 members 
Mstep: Class 3 contains 76996 members 
Mstep: Class 4 contains 130799 members 
Mstep: Class 5 contains 159429 members 
Mstep: Class 6 contains 82577 members 
Mstep: Class 8 contains 146580 members 
Mstep: Class 9 contains 24494 members 
Mstep: Class 10 contains 9714 members 
Mstep: Class 11 contains 156506 members 
Mstep: Class 12 contains 167748 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 165830 members 
Mstep: Class 16 contains 79281 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8265 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330544.000000 Penalty: 69791.640625
Iteration 203Q: 21 clusters Score -1.613305e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74450 members 
Mstep: Class 3 contains 76966 members 
Mstep: Class 4 contains 130691 members 
Mstep: Class 5 contains 159459 members 
Mstep: Class 6 contains 82620 members 
Mstep: Class 8 contains 146564 members 
Mstep: Class 9 contains 24498 members 
Mstep: Class 10 contains 9709 members 
Mstep: Class 11 contains 156543 members 
Mstep: Class 12 contains 167781 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 165848 members 
Mstep: Class 16 contains 79291 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8268 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330656.000000 Penalty: 69791.640625
Iteration 204Q: 21 clusters Score -1.613307e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74434 members 
Mstep: Class 3 contains 76954 members 
Mstep: Class 4 contains 130572 members 
Mstep: Class 5 contains 159475 members 
Mstep: Class 6 contains 82662 members 
Mstep: Class 8 contains 146575 members 
Mstep: Class 9 contains 24497 members 
Mstep: Class 10 contains 9701 members 
Mstep: Class 11 contains 156593 members 
Mstep: Class 12 contains 167869 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 165786 members 
Mstep: Class 16 contains 79302 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8268 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330384.000000 Penalty: 69791.640625
Iteration 205Q: 21 clusters Score -1.613304e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74416 members 
Mstep: Class 3 contains 76944 members 
Mstep: Class 4 contains 130456 members 
Mstep: Class 5 contains 159506 members 
Mstep: Class 6 contains 82715 members 
Mstep: Class 8 contains 146578 members 
Mstep: Class 9 contains 24501 members 
Mstep: Class 10 contains 9688 members 
Mstep: Class 11 contains 156638 members 
Mstep: Class 12 contains 167949 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 165718 members 
Mstep: Class 16 contains 79310 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8269 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330576.000000 Penalty: 69791.640625
Iteration 206Q: 21 clusters Score -1.613306e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74406 members 
Mstep: Class 3 contains 76917 members 
Mstep: Class 4 contains 130364 members 
Mstep: Class 5 contains 159570 members 
Mstep: Class 6 contains 82764 members 
Mstep: Class 8 contains 146574 members 
Mstep: Class 9 contains 24501 members 
Mstep: Class 10 contains 9677 members 
Mstep: Class 11 contains 156670 members 
Mstep: Class 12 contains 167996 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 165651 members 
Mstep: Class 16 contains 79325 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8273 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330336.000000 Penalty: 69791.640625
Iteration 207Q: 21 clusters Score -1.613303e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74401 members 
Mstep: Class 3 contains 76909 members 
Mstep: Class 4 contains 130275 members 
Mstep: Class 5 contains 159607 members 
Mstep: Class 6 contains 82820 members 
Mstep: Class 8 contains 146558 members 
Mstep: Class 9 contains 24507 members 
Mstep: Class 10 contains 9669 members 
Mstep: Class 11 contains 156700 members 
Mstep: Class 12 contains 168040 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 165571 members 
Mstep: Class 16 contains 79352 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8279 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330176.000000 Penalty: 69791.640625
Iteration 208Q: 21 clusters Score -1.613302e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74403 members 
Mstep: Class 3 contains 76904 members 
Mstep: Class 4 contains 130199 members 
Mstep: Class 5 contains 159657 members 
Mstep: Class 6 contains 82868 members 
Mstep: Class 8 contains 146538 members 
Mstep: Class 9 contains 24513 members 
Mstep: Class 10 contains 9662 members 
Mstep: Class 11 contains 156708 members 
Mstep: Class 12 contains 168058 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 165513 members 
Mstep: Class 16 contains 79383 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 8281 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330240.000000 Penalty: 69791.640625
Iteration 209Q: 21 clusters Score -1.613302e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74394 members 
Mstep: Class 3 contains 76904 members 
Mstep: Class 4 contains 130108 members 
Mstep: Class 5 contains 159708 members 
Mstep: Class 6 contains 82916 members 
Mstep: Class 8 contains 146537 members 
Mstep: Class 9 contains 24504 members 
Mstep: Class 10 contains 9658 members 
Mstep: Class 11 contains 156721 members 
Mstep: Class 12 contains 168074 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 165467 members 
Mstep: Class 16 contains 79409 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2029 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330352.000000 Penalty: 69791.640625
Iteration 210Q: 21 clusters Score -1.613304e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74388 members 
Mstep: Class 3 contains 76909 members 
Mstep: Class 4 contains 130027 members 
Mstep: Class 5 contains 159763 members 
Mstep: Class 6 contains 82961 members 
Mstep: Class 8 contains 146523 members 
Mstep: Class 9 contains 24500 members 
Mstep: Class 10 contains 9656 members 
Mstep: Class 11 contains 156744 members 
Mstep: Class 12 contains 168083 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 165415 members 
Mstep: Class 16 contains 79429 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 8286 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330192.000000 Penalty: 69791.640625
Iteration 211Q: 21 clusters Score -1.613302e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74379 members 
Mstep: Class 3 contains 76909 members 
Mstep: Class 4 contains 129947 members 
Mstep: Class 5 contains 159832 members 
Mstep: Class 6 contains 83000 members 
Mstep: Class 8 contains 146510 members 
Mstep: Class 9 contains 24492 members 
Mstep: Class 10 contains 9650 members 
Mstep: Class 11 contains 156796 members 
Mstep: Class 12 contains 168058 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 165376 members 
Mstep: Class 16 contains 79448 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 8287 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330224.000000 Penalty: 69791.640625
Iteration 212Q: 21 clusters Score -1.613302e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74380 members 
Mstep: Class 3 contains 76903 members 
Mstep: Class 4 contains 129856 members 
Mstep: Class 5 contains 159885 members 
Mstep: Class 6 contains 83045 members 
Mstep: Class 8 contains 146510 members 
Mstep: Class 9 contains 24485 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 156818 members 
Mstep: Class 12 contains 168070 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 165337 members 
Mstep: Class 16 contains 79461 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 8288 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330576.000000 Penalty: 69791.640625
Iteration 213Q: 21 clusters Score -1.613306e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74395 members 
Mstep: Class 3 contains 76915 members 
Mstep: Class 4 contains 129800 members 
Mstep: Class 5 contains 159930 members 
Mstep: Class 6 contains 83095 members 
Mstep: Class 8 contains 146491 members 
Mstep: Class 9 contains 24479 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 156817 members 
Mstep: Class 12 contains 168076 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 165274 members 
Mstep: Class 16 contains 79482 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 8289 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330528.000000 Penalty: 69791.640625
Iteration 214Q: 21 clusters Score -1.613305e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74396 members 
Mstep: Class 3 contains 76917 members 
Mstep: Class 4 contains 129743 members 
Mstep: Class 5 contains 159976 members 
Mstep: Class 6 contains 83151 members 
Mstep: Class 8 contains 146482 members 
Mstep: Class 9 contains 24476 members 
Mstep: Class 10 contains 9633 members 
Mstep: Class 11 contains 156798 members 
Mstep: Class 12 contains 168110 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 165209 members 
Mstep: Class 16 contains 79501 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 8292 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330400.000000 Penalty: 69791.640625
Iteration 215Q: 21 clusters Score -1.613304e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74398 members 
Mstep: Class 3 contains 76902 members 
Mstep: Class 4 contains 129674 members 
Mstep: Class 5 contains 160036 members 
Mstep: Class 6 contains 83206 members 
Mstep: Class 8 contains 146457 members 
Mstep: Class 9 contains 24475 members 
Mstep: Class 10 contains 9628 members 
Mstep: Class 11 contains 156776 members 
Mstep: Class 12 contains 168143 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 165184 members 
Mstep: Class 16 contains 79511 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 8294 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330352.000000 Penalty: 69791.640625
Iteration 216Q: 21 clusters Score -1.613304e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74393 members 
Mstep: Class 3 contains 76898 members 
Mstep: Class 4 contains 129602 members 
Mstep: Class 5 contains 160080 members 
Mstep: Class 6 contains 83263 members 
Mstep: Class 8 contains 146433 members 
Mstep: Class 9 contains 24468 members 
Mstep: Class 10 contains 9626 members 
Mstep: Class 11 contains 156751 members 
Mstep: Class 12 contains 168154 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 165198 members 
Mstep: Class 16 contains 79522 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330224.000000 Penalty: 69791.640625
Iteration 217Q: 21 clusters Score -1.613302e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74390 members 
Mstep: Class 3 contains 76901 members 
Mstep: Class 4 contains 129541 members 
Mstep: Class 5 contains 160140 members 
Mstep: Class 6 contains 83309 members 
Mstep: Class 8 contains 146421 members 
Mstep: Class 9 contains 24454 members 
Mstep: Class 10 contains 9629 members 
Mstep: Class 11 contains 156727 members 
Mstep: Class 12 contains 168133 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 165197 members 
Mstep: Class 16 contains 79543 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 8299 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330240.000000 Penalty: 69791.640625
Iteration 218Q: 21 clusters Score -1.613302e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74395 members 
Mstep: Class 3 contains 76904 members 
Mstep: Class 4 contains 129491 members 
Mstep: Class 5 contains 160211 members 
Mstep: Class 6 contains 83358 members 
Mstep: Class 8 contains 146394 members 
Mstep: Class 9 contains 24437 members 
Mstep: Class 10 contains 9628 members 
Mstep: Class 11 contains 156720 members 
Mstep: Class 12 contains 168089 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 165198 members 
Mstep: Class 16 contains 79563 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 8299 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330400.000000 Penalty: 69791.640625
Iteration 219Q: 21 clusters Score -1.613304e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74388 members 
Mstep: Class 3 contains 76911 members 
Mstep: Class 4 contains 129428 members 
Mstep: Class 5 contains 160277 members 
Mstep: Class 6 contains 83417 members 
Mstep: Class 8 contains 146366 members 
Mstep: Class 9 contains 24423 members 
Mstep: Class 10 contains 9626 members 
Mstep: Class 11 contains 156692 members 
Mstep: Class 12 contains 168086 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 165198 members 
Mstep: Class 16 contains 79576 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330608.000000 Penalty: 69791.640625
Iteration 220F: 21 clusters Score -1.613306e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74378 members 
Mstep: Class 3 contains 76922 members 
Mstep: Class 4 contains 129373 members 
Mstep: Class 5 contains 160344 members 
Mstep: Class 6 contains 83449 members 
Mstep: Class 8 contains 146324 members 
Mstep: Class 9 contains 24406 members 
Mstep: Class 10 contains 9620 members 
Mstep: Class 11 contains 156696 members 
Mstep: Class 12 contains 168111 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 165190 members 
Mstep: Class 16 contains 79575 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330624.000000 Penalty: 69791.640625
Iteration 221Q: 21 clusters Score -1.613306e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74380 members 
Mstep: Class 3 contains 76925 members 
Mstep: Class 4 contains 129279 members 
Mstep: Class 5 contains 160387 members 
Mstep: Class 6 contains 83475 members 
Mstep: Class 8 contains 146294 members 
Mstep: Class 9 contains 24391 members 
Mstep: Class 10 contains 9613 members 
Mstep: Class 11 contains 156671 members 
Mstep: Class 12 contains 168179 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 165210 members 
Mstep: Class 16 contains 79583 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 8302 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330688.000000 Penalty: 69791.640625
Iteration 222Q: 21 clusters Score -1.613307e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74370 members 
Mstep: Class 3 contains 76921 members 
Mstep: Class 4 contains 129207 members 
Mstep: Class 5 contains 160443 members 
Mstep: Class 6 contains 83515 members 
Mstep: Class 8 contains 146279 members 
Mstep: Class 9 contains 24380 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 156653 members 
Mstep: Class 12 contains 168163 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 165263 members 
Mstep: Class 16 contains 79583 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 8303 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330976.000000 Penalty: 69791.640625
Iteration 223Q: 21 clusters Score -1.61331e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74375 members 
Mstep: Class 3 contains 76915 members 
Mstep: Class 4 contains 129141 members 
Mstep: Class 5 contains 160502 members 
Mstep: Class 6 contains 83551 members 
Mstep: Class 8 contains 146266 members 
Mstep: Class 9 contains 24375 members 
Mstep: Class 10 contains 9602 members 
Mstep: Class 11 contains 156626 members 
Mstep: Class 12 contains 168142 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 165280 members 
Mstep: Class 16 contains 79606 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 8304 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331152.000000 Penalty: 69791.640625
Iteration 224Q: 21 clusters Score -1.613312e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74393 members 
Mstep: Class 3 contains 76892 members 
Mstep: Class 4 contains 129082 members 
Mstep: Class 5 contains 160567 members 
Mstep: Class 6 contains 83573 members 
Mstep: Class 8 contains 146251 members 
Mstep: Class 9 contains 24372 members 
Mstep: Class 10 contains 9600 members 
Mstep: Class 11 contains 156607 members 
Mstep: Class 12 contains 168121 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 165303 members 
Mstep: Class 16 contains 79619 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331296.000000 Penalty: 69791.640625
Iteration 225Q: 21 clusters Score -1.613313e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74407 members 
Mstep: Class 3 contains 76888 members 
Mstep: Class 4 contains 129039 members 
Mstep: Class 5 contains 160611 members 
Mstep: Class 6 contains 83601 members 
Mstep: Class 8 contains 146231 members 
Mstep: Class 9 contains 24366 members 
Mstep: Class 10 contains 9602 members 
Mstep: Class 11 contains 156549 members 
Mstep: Class 12 contains 168160 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 165298 members 
Mstep: Class 16 contains 79628 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331520.000000 Penalty: 69791.640625
Iteration 226Q: 21 clusters Score -1.613315e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74406 members 
Mstep: Class 3 contains 76891 members 
Mstep: Class 4 contains 128961 members 
Mstep: Class 5 contains 160678 members 
Mstep: Class 6 contains 83621 members 
Mstep: Class 8 contains 146215 members 
Mstep: Class 9 contains 24359 members 
Mstep: Class 10 contains 9601 members 
Mstep: Class 11 contains 156528 members 
Mstep: Class 12 contains 168154 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 165340 members 
Mstep: Class 16 contains 79623 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331552.000000 Penalty: 69791.640625
Iteration 227Q: 21 clusters Score -1.613316e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74429 members 
Mstep: Class 3 contains 76910 members 
Mstep: Class 4 contains 128877 members 
Mstep: Class 5 contains 160752 members 
Mstep: Class 6 contains 83640 members 
Mstep: Class 8 contains 146188 members 
Mstep: Class 9 contains 24346 members 
Mstep: Class 10 contains 9598 members 
Mstep: Class 11 contains 156510 members 
Mstep: Class 12 contains 168131 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 165363 members 
Mstep: Class 16 contains 79634 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331552.000000 Penalty: 69791.640625
Iteration 228Q: 21 clusters Score -1.613316e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74459 members 
Mstep: Class 3 contains 76919 members 
Mstep: Class 4 contains 128797 members 
Mstep: Class 5 contains 160801 members 
Mstep: Class 6 contains 83657 members 
Mstep: Class 8 contains 146163 members 
Mstep: Class 9 contains 24330 members 
Mstep: Class 10 contains 9598 members 
Mstep: Class 11 contains 156466 members 
Mstep: Class 12 contains 168141 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 165410 members 
Mstep: Class 16 contains 79637 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331328.000000 Penalty: 69791.640625
Iteration 229Q: 21 clusters Score -1.613313e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74470 members 
Mstep: Class 3 contains 76911 members 
Mstep: Class 4 contains 128744 members 
Mstep: Class 5 contains 160874 members 
Mstep: Class 6 contains 83673 members 
Mstep: Class 8 contains 146134 members 
Mstep: Class 9 contains 24304 members 
Mstep: Class 10 contains 9600 members 
Mstep: Class 11 contains 156425 members 
Mstep: Class 12 contains 168128 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 165476 members 
Mstep: Class 16 contains 79639 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331184.000000 Penalty: 69791.640625
Iteration 230Q: 21 clusters Score -1.613312e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74463 members 
Mstep: Class 3 contains 76910 members 
Mstep: Class 4 contains 128677 members 
Mstep: Class 5 contains 160936 members 
Mstep: Class 6 contains 83687 members 
Mstep: Class 8 contains 146124 members 
Mstep: Class 9 contains 24282 members 
Mstep: Class 10 contains 9601 members 
Mstep: Class 11 contains 156420 members 
Mstep: Class 12 contains 168114 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 165537 members 
Mstep: Class 16 contains 79628 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331392.000000 Penalty: 69791.640625
Iteration 231Q: 21 clusters Score -1.613314e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74453 members 
Mstep: Class 3 contains 76903 members 
Mstep: Class 4 contains 128602 members 
Mstep: Class 5 contains 161012 members 
Mstep: Class 6 contains 83707 members 
Mstep: Class 8 contains 146106 members 
Mstep: Class 9 contains 24273 members 
Mstep: Class 10 contains 9603 members 
Mstep: Class 11 contains 156431 members 
Mstep: Class 12 contains 168059 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 165601 members 
Mstep: Class 16 contains 79630 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331680.000000 Penalty: 69791.640625
Iteration 232Q: 21 clusters Score -1.613317e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74442 members 
Mstep: Class 3 contains 76891 members 
Mstep: Class 4 contains 128532 members 
Mstep: Class 5 contains 161086 members 
Mstep: Class 6 contains 83724 members 
Mstep: Class 8 contains 146088 members 
Mstep: Class 9 contains 24277 members 
Mstep: Class 10 contains 9603 members 
Mstep: Class 11 contains 156401 members 
Mstep: Class 12 contains 168039 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 165662 members 
Mstep: Class 16 contains 79634 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331680.000000 Penalty: 69791.640625
Iteration 233Q: 21 clusters Score -1.613317e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74431 members 
Mstep: Class 3 contains 76884 members 
Mstep: Class 4 contains 128458 members 
Mstep: Class 5 contains 161145 members 
Mstep: Class 6 contains 83735 members 
Mstep: Class 8 contains 146056 members 
Mstep: Class 9 contains 24274 members 
Mstep: Class 10 contains 9604 members 
Mstep: Class 11 contains 156381 members 
Mstep: Class 12 contains 168026 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 165746 members 
Mstep: Class 16 contains 79638 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8310 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331696.000000 Penalty: 69791.640625
Iteration 234Q: 21 clusters Score -1.613317e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74420 members 
Mstep: Class 3 contains 76880 members 
Mstep: Class 4 contains 128399 members 
Mstep: Class 5 contains 161192 members 
Mstep: Class 6 contains 83759 members 
Mstep: Class 8 contains 146026 members 
Mstep: Class 9 contains 24272 members 
Mstep: Class 10 contains 9601 members 
Mstep: Class 11 contains 156350 members 
Mstep: Class 12 contains 168052 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 165788 members 
Mstep: Class 16 contains 79638 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331728.000000 Penalty: 69791.640625
Iteration 235Q: 21 clusters Score -1.613317e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74381 members 
Mstep: Class 3 contains 76872 members 
Mstep: Class 4 contains 128353 members 
Mstep: Class 5 contains 161221 members 
Mstep: Class 6 contains 83783 members 
Mstep: Class 8 contains 145977 members 
Mstep: Class 9 contains 24271 members 
Mstep: Class 10 contains 9598 members 
Mstep: Class 11 contains 156328 members 
Mstep: Class 12 contains 168101 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 165845 members 
Mstep: Class 16 contains 79645 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8313 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331952.000000 Penalty: 69791.640625
Iteration 236Q: 21 clusters Score -1.61332e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74358 members 
Mstep: Class 3 contains 76864 members 
Mstep: Class 4 contains 128312 members 
Mstep: Class 5 contains 161229 members 
Mstep: Class 6 contains 83810 members 
Mstep: Class 8 contains 145936 members 
Mstep: Class 9 contains 24270 members 
Mstep: Class 10 contains 9597 members 
Mstep: Class 11 contains 156312 members 
Mstep: Class 12 contains 168150 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 165880 members 
Mstep: Class 16 contains 79657 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8313 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332112.000000 Penalty: 69791.640625
Iteration 237Q: 21 clusters Score -1.613321e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74334 members 
Mstep: Class 3 contains 76862 members 
Mstep: Class 4 contains 128263 members 
Mstep: Class 5 contains 161242 members 
Mstep: Class 6 contains 83839 members 
Mstep: Class 8 contains 145914 members 
Mstep: Class 9 contains 24264 members 
Mstep: Class 10 contains 9596 members 
Mstep: Class 11 contains 156300 members 
Mstep: Class 12 contains 168165 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 165916 members 
Mstep: Class 16 contains 79677 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8316 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332224.000000 Penalty: 69791.640625
Iteration 238Q: 21 clusters Score -1.613322e+08 nChanged 793
Entering ConstructFrom: 
Score: -161332224.000000 Penalty: 69791.640625
Entering ConstructFrom: 
Trying to split cluster 1 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -69546.132812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -69546.13 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 318 members 
Entering Unmasked Estep 
Score: -67982.531250 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -67982.53 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -68537.781250 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -68537.78 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69031.195312 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -69031.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69408.000000 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -69408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69501.195312 Penalty: 3220.151123
	Iteration 4F: 3 clusters Score -69501.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -69556.210938 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -69556.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -69631.007812 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -69631.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -69680.132812 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -69680.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -69752.179688 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -69752.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -69810.281250 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -69810.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -69831.453125 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -69831.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -69831.453125 Penalty: 3220.151123
	Iteration 11F: 3 clusters Score -69831.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 74319 members 
Mstep: Class 3 contains 76864 members 
Mstep: Class 4 contains 128225 members 
Mstep: Class 5 contains 161233 members 
Mstep: Class 6 contains 83849 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 145889 members 
Mstep: Class 9 contains 24254 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 156306 members 
Mstep: Class 12 contains 168184 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 165951 members 
Mstep: Class 16 contains 79695 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8320 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
Score: -161330768.000000 Penalty: 73281.218750
Splitting cluster 1 changes total score from -161332224.000000 to -161330768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (74319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74319 members 
Entering Unmasked Estep 
Score: -9481104.000000 Penalty: 2781.598145
	Iteration 0F: 2 clusters Score -9481104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -9431474.000000 Penalty: 5563.196289
	Iteration 0F: 3 clusters Score -9431474 nChanged 34858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -9451803.000000 Penalty: 5563.196289
	Iteration 1F: 3 clusters Score -9451803 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -9452801.000000 Penalty: 5563.196289
	Iteration 2Q: 3 clusters Score -9452801 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -9453987.000000 Penalty: 5563.196289
	Iteration 3Q: 3 clusters Score -9453987 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -9455436.000000 Penalty: 5563.196289
	Iteration 4Q: 3 clusters Score -9455436 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -9457321.000000 Penalty: 5563.196289
	Iteration 5F: 3 clusters Score -9457321 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -9459764.000000 Penalty: 5563.196289
	Iteration 6F: 3 clusters Score -9459764 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -9462912.000000 Penalty: 5563.196289
	Iteration 7F: 3 clusters Score -9462912 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -9466347.000000 Penalty: 5563.196289
	Iteration 8F: 3 clusters Score -9466347 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -9469087.000000 Penalty: 5563.196289
	Iteration 9F: 3 clusters Score -9469087 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -9470501.000000 Penalty: 5563.196289
	Iteration 10Q: 3 clusters Score -9470501 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -9471270.000000 Penalty: 5563.196289
	Iteration 11Q: 3 clusters Score -9471270 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -9471773.000000 Penalty: 5563.196289
	Iteration 12Q: 3 clusters Score -9471773 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -9472266.000000 Penalty: 5563.196289
	Iteration 13Q: 3 clusters Score -9472266 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -9472663.000000 Penalty: 5563.196289
	Iteration 14Q: 3 clusters Score -9472663 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -9473006.000000 Penalty: 5563.196289
	Iteration 15Q: 3 clusters Score -9473006 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -9473334.000000 Penalty: 5563.196289
	Iteration 16Q: 3 clusters Score -9473334 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56189 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -9473731.000000 Penalty: 5563.196289
	Iteration 17Q: 3 clusters Score -9473731 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57276 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -9474040.000000 Penalty: 5563.196289
	Iteration 18Q: 3 clusters Score -9474040 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -9474400.000000 Penalty: 5563.196289
	Iteration 19Q: 3 clusters Score -9474400 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -9474692.000000 Penalty: 5563.196289
	Iteration 20F: 3 clusters Score -9474692 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -9475010.000000 Penalty: 5563.196289
	Iteration 21Q: 3 clusters Score -9475010 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -9475321.000000 Penalty: 5563.196289
	Iteration 22Q: 3 clusters Score -9475321 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -9475684.000000 Penalty: 5563.196289
	Iteration 23Q: 3 clusters Score -9475684 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63143 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -9475975.000000 Penalty: 5563.196289
	Iteration 24Q: 3 clusters Score -9475975 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -9476285.000000 Penalty: 5563.196289
	Iteration 25Q: 3 clusters Score -9476285 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64866 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -9476558.000000 Penalty: 5563.196289
	Iteration 26Q: 3 clusters Score -9476558 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65661 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -9476823.000000 Penalty: 5563.196289
	Iteration 27Q: 3 clusters Score -9476823 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66380 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -9477087.000000 Penalty: 5563.196289
	Iteration 28Q: 3 clusters Score -9477087 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67040 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -9477353.000000 Penalty: 5563.196289
	Iteration 29Q: 3 clusters Score -9477353 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67641 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -9477526.000000 Penalty: 5563.196289
	Iteration 30Q: 3 clusters Score -9477526 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68209 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -9477696.000000 Penalty: 5563.196289
	Iteration 31Q: 3 clusters Score -9477696 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -9477872.000000 Penalty: 5563.196289
	Iteration 32Q: 3 clusters Score -9477872 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -9478048.000000 Penalty: 5563.196289
	Iteration 33Q: 3 clusters Score -9478048 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -9478176.000000 Penalty: 5563.196289
	Iteration 34Q: 3 clusters Score -9478176 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -9478290.000000 Penalty: 5563.196289
	Iteration 35Q: 3 clusters Score -9478290 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70375 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -9478424.000000 Penalty: 5563.196289
	Iteration 36Q: 3 clusters Score -9478424 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -9478506.000000 Penalty: 5563.196289
	Iteration 37Q: 3 clusters Score -9478506 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70924 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -9478585.000000 Penalty: 5563.196289
	Iteration 38Q: 3 clusters Score -9478585 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71152 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -9478685.000000 Penalty: 5563.196289
	Iteration 39Q: 3 clusters Score -9478685 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -9478766.000000 Penalty: 5563.196289
	Iteration 40F: 3 clusters Score -9478766 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71483 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -9478816.000000 Penalty: 5563.196289
	Iteration 41Q: 3 clusters Score -9478816 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71630 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -9478853.000000 Penalty: 5563.196289
	Iteration 42Q: 3 clusters Score -9478853 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71750 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -9478863.000000 Penalty: 5563.196289
	Iteration 43Q: 3 clusters Score -9478863 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71852 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -9478873.000000 Penalty: 5563.196289
	Iteration 44Q: 3 clusters Score -9478873 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71954 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -9478895.000000 Penalty: 5563.196289
	Iteration 45Q: 3 clusters Score -9478895 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72055 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -9478928.000000 Penalty: 5563.196289
	Iteration 46Q: 3 clusters Score -9478928 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9478942.000000 Penalty: 5563.196289
	Iteration 47Q: 3 clusters Score -9478942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72187 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -9478936.000000 Penalty: 5563.196289
	Iteration 48Q: 3 clusters Score -9478936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72237 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -9478961.000000 Penalty: 5563.196289
	Iteration 49Q: 3 clusters Score -9478961 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72276 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -9478983.000000 Penalty: 5563.196289
	Iteration 50Q: 3 clusters Score -9478983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72307 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -9478993.000000 Penalty: 5563.196289
	Iteration 51Q: 3 clusters Score -9478993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9479004.000000 Penalty: 5563.196289
	Iteration 52Q: 3 clusters Score -9479004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -9479003.000000 Penalty: 5563.196289
	Iteration 53Q: 3 clusters Score -9479003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72382 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -9479002.000000 Penalty: 5563.196289
	Iteration 54Q: 3 clusters Score -9479002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -9479008.000000 Penalty: 5563.196289
	Iteration 55Q: 3 clusters Score -9479008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9479006.000000 Penalty: 5563.196289
	Iteration 56Q: 3 clusters Score -9479006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9479009.000000 Penalty: 5563.196289
	Iteration 57Q: 3 clusters Score -9479009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -9479003.000000 Penalty: 5563.196289
	Iteration 58Q: 3 clusters Score -9479003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -9479007.000000 Penalty: 5563.196289
	Iteration 59Q: 3 clusters Score -9479007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -9478999.000000 Penalty: 5563.196289
	Iteration 60F: 3 clusters Score -9478999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -9479005.000000 Penalty: 5563.196289
	Iteration 61Q: 3 clusters Score -9479005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72444 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -9479008.000000 Penalty: 5563.196289
	Iteration 62Q: 3 clusters Score -9479008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72446 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9479005.000000 Penalty: 5563.196289
	Iteration 63Q: 3 clusters Score -9479005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9479007.000000 Penalty: 5563.196289
	Iteration 64Q: 3 clusters Score -9479007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72451 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9479011.000000 Penalty: 5563.196289
	Iteration 65Q: 3 clusters Score -9479011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72454 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -9479016.000000 Penalty: 5563.196289
	Iteration 66Q: 3 clusters Score -9479016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -9479014.000000 Penalty: 5563.196289
	Iteration 67Q: 3 clusters Score -9479014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72457 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -9479013.000000 Penalty: 5563.196289
	Iteration 68Q: 3 clusters Score -9479013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72457 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -9479013.000000 Penalty: 5563.196289
	Iteration 69F: 3 clusters Score -9479013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (76864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76864 members 
Entering Unmasked Estep 
Score: -9878230.000000 Penalty: 2789.948730
	Iteration 0F: 2 clusters Score -9878230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -9826687.000000 Penalty: 5579.897461
	Iteration 0F: 3 clusters Score -9826687 nChanged 36108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -9847622.000000 Penalty: 5579.897461
	Iteration 1F: 3 clusters Score -9847622 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -9849086.000000 Penalty: 5579.897461
	Iteration 2Q: 3 clusters Score -9849086 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -9850945.000000 Penalty: 5579.897461
	Iteration 3Q: 3 clusters Score -9850945 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -9853455.000000 Penalty: 5579.897461
	Iteration 4F: 3 clusters Score -9853455 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -9856588.000000 Penalty: 5579.897461
	Iteration 5F: 3 clusters Score -9856588 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -9860372.000000 Penalty: 5579.897461
	Iteration 6F: 3 clusters Score -9860372 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -9863910.000000 Penalty: 5579.897461
	Iteration 7F: 3 clusters Score -9863910 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -9866693.000000 Penalty: 5579.897461
	Iteration 8F: 3 clusters Score -9866693 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -9867966.000000 Penalty: 5579.897461
	Iteration 9Q: 3 clusters Score -9867966 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -9868582.000000 Penalty: 5579.897461
	Iteration 10Q: 3 clusters Score -9868582 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -9868938.000000 Penalty: 5579.897461
	Iteration 11Q: 3 clusters Score -9868938 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -9869178.000000 Penalty: 5579.897461
	Iteration 12Q: 3 clusters Score -9869178 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -9869411.000000 Penalty: 5579.897461
	Iteration 13Q: 3 clusters Score -9869411 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -9869692.000000 Penalty: 5579.897461
	Iteration 14Q: 3 clusters Score -9869692 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -9869926.000000 Penalty: 5579.897461
	Iteration 15Q: 3 clusters Score -9869926 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -9870166.000000 Penalty: 5579.897461
	Iteration 16Q: 3 clusters Score -9870166 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -9870416.000000 Penalty: 5579.897461
	Iteration 17Q: 3 clusters Score -9870416 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -9870655.000000 Penalty: 5579.897461
	Iteration 18Q: 3 clusters Score -9870655 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -9870946.000000 Penalty: 5579.897461
	Iteration 19Q: 3 clusters Score -9870946 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -9871251.000000 Penalty: 5579.897461
	Iteration 20F: 3 clusters Score -9871251 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -9871513.000000 Penalty: 5579.897461
	Iteration 21Q: 3 clusters Score -9871513 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -9871839.000000 Penalty: 5579.897461
	Iteration 22Q: 3 clusters Score -9871839 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61605 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -9872123.000000 Penalty: 5579.897461
	Iteration 23Q: 3 clusters Score -9872123 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -9872442.000000 Penalty: 5579.897461
	Iteration 24Q: 3 clusters Score -9872442 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -9872783.000000 Penalty: 5579.897461
	Iteration 25Q: 3 clusters Score -9872783 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64325 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -9873026.000000 Penalty: 5579.897461
	Iteration 26Q: 3 clusters Score -9873026 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65186 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -9873318.000000 Penalty: 5579.897461
	Iteration 27Q: 3 clusters Score -9873318 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -9873605.000000 Penalty: 5579.897461
	Iteration 28Q: 3 clusters Score -9873605 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -9873921.000000 Penalty: 5579.897461
	Iteration 29Q: 3 clusters Score -9873921 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -9874143.000000 Penalty: 5579.897461
	Iteration 30Q: 3 clusters Score -9874143 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -9874429.000000 Penalty: 5579.897461
	Iteration 31Q: 3 clusters Score -9874429 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -9874657.000000 Penalty: 5579.897461
	Iteration 32Q: 3 clusters Score -9874657 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69579 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -9874859.000000 Penalty: 5579.897461
	Iteration 33Q: 3 clusters Score -9874859 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -9875067.000000 Penalty: 5579.897461
	Iteration 34Q: 3 clusters Score -9875067 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70606 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -9875199.000000 Penalty: 5579.897461
	Iteration 35Q: 3 clusters Score -9875199 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71051 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -9875349.000000 Penalty: 5579.897461
	Iteration 36Q: 3 clusters Score -9875349 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71462 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -9875435.000000 Penalty: 5579.897461
	Iteration 37Q: 3 clusters Score -9875435 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71848 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -9875594.000000 Penalty: 5579.897461
	Iteration 38Q: 3 clusters Score -9875594 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72203 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -9875724.000000 Penalty: 5579.897461
	Iteration 39Q: 3 clusters Score -9875724 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72545 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -9875837.000000 Penalty: 5579.897461
	Iteration 40F: 3 clusters Score -9875837 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -9875957.000000 Penalty: 5579.897461
	Iteration 41Q: 3 clusters Score -9875957 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -9876011.000000 Penalty: 5579.897461
	Iteration 42Q: 3 clusters Score -9876011 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73393 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -9876097.000000 Penalty: 5579.897461
	Iteration 43Q: 3 clusters Score -9876097 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73626 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -9876186.000000 Penalty: 5579.897461
	Iteration 44Q: 3 clusters Score -9876186 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73829 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -9876256.000000 Penalty: 5579.897461
	Iteration 45Q: 3 clusters Score -9876256 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74003 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -9876318.000000 Penalty: 5579.897461
	Iteration 46Q: 3 clusters Score -9876318 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74159 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -9876360.000000 Penalty: 5579.897461
	Iteration 47Q: 3 clusters Score -9876360 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74310 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -9876435.000000 Penalty: 5579.897461
	Iteration 48Q: 3 clusters Score -9876435 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74439 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -9876487.000000 Penalty: 5579.897461
	Iteration 49Q: 3 clusters Score -9876487 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74532 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -9876475.000000 Penalty: 5579.897461
	Iteration 50Q: 3 clusters Score -9876475 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -9876504.000000 Penalty: 5579.897461
	Iteration 51Q: 3 clusters Score -9876504 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -9876538.000000 Penalty: 5579.897461
	Iteration 52Q: 3 clusters Score -9876538 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -9876550.000000 Penalty: 5579.897461
	Iteration 53Q: 3 clusters Score -9876550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74747 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9876569.000000 Penalty: 5579.897461
	Iteration 54Q: 3 clusters Score -9876569 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -9876577.000000 Penalty: 5579.897461
	Iteration 55Q: 3 clusters Score -9876577 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74831 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -9876593.000000 Penalty: 5579.897461
	Iteration 56Q: 3 clusters Score -9876593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74864 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -9876602.000000 Penalty: 5579.897461
	Iteration 57Q: 3 clusters Score -9876602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -9876603.000000 Penalty: 5579.897461
	Iteration 58Q: 3 clusters Score -9876603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74899 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -9876603.000000 Penalty: 5579.897461
	Iteration 59Q: 3 clusters Score -9876603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74908 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9876616.000000 Penalty: 5579.897461
	Iteration 60F: 3 clusters Score -9876616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74920 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9876611.000000 Penalty: 5579.897461
	Iteration 61Q: 3 clusters Score -9876611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74928 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9876618.000000 Penalty: 5579.897461
	Iteration 62Q: 3 clusters Score -9876618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -9876615.000000 Penalty: 5579.897461
	Iteration 63Q: 3 clusters Score -9876615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74945 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -9876613.000000 Penalty: 5579.897461
	Iteration 64Q: 3 clusters Score -9876613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74953 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -9876617.000000 Penalty: 5579.897461
	Iteration 65Q: 3 clusters Score -9876617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74972 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9876612.000000 Penalty: 5579.897461
	Iteration 66Q: 3 clusters Score -9876612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -9876623.000000 Penalty: 5579.897461
	Iteration 67Q: 3 clusters Score -9876623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9876632.000000 Penalty: 5579.897461
	Iteration 68Q: 3 clusters Score -9876632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75002 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -9876636.000000 Penalty: 5579.897461
	Iteration 69Q: 3 clusters Score -9876636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75009 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9876634.000000 Penalty: 5579.897461
	Iteration 70Q: 3 clusters Score -9876634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -9876640.000000 Penalty: 5579.897461
	Iteration 71Q: 3 clusters Score -9876640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75021 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9876648.000000 Penalty: 5579.897461
	Iteration 72Q: 3 clusters Score -9876648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -9876657.000000 Penalty: 5579.897461
	Iteration 73Q: 3 clusters Score -9876657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75034 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -9876653.000000 Penalty: 5579.897461
	Iteration 74Q: 3 clusters Score -9876653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9876644.000000 Penalty: 5579.897461
	Iteration 75Q: 3 clusters Score -9876644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75045 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -9876640.000000 Penalty: 5579.897461
	Iteration 76Q: 3 clusters Score -9876640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75049 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -9876629.000000 Penalty: 5579.897461
	Iteration 77Q: 3 clusters Score -9876629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -9876640.000000 Penalty: 5579.897461
	Iteration 78Q: 3 clusters Score -9876640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75059 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -9876642.000000 Penalty: 5579.897461
	Iteration 79Q: 3 clusters Score -9876642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75063 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -9876648.000000 Penalty: 5579.897461
	Iteration 80F: 3 clusters Score -9876648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75068 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -9876661.000000 Penalty: 5579.897461
	Iteration 81Q: 3 clusters Score -9876661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75074 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -9876672.000000 Penalty: 5579.897461
	Iteration 82Q: 3 clusters Score -9876672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75077 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -9876680.000000 Penalty: 5579.897461
	Iteration 83Q: 3 clusters Score -9876680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -9876673.000000 Penalty: 5579.897461
	Iteration 84Q: 3 clusters Score -9876673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75089 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9876681.000000 Penalty: 5579.897461
	Iteration 85Q: 3 clusters Score -9876681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75098 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9876684.000000 Penalty: 5579.897461
	Iteration 86Q: 3 clusters Score -9876684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75108 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9876666.000000 Penalty: 5579.897461
	Iteration 87Q: 3 clusters Score -9876666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75113 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -9876674.000000 Penalty: 5579.897461
	Iteration 88Q: 3 clusters Score -9876674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75119 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9876654.000000 Penalty: 5579.897461
	Iteration 89Q: 3 clusters Score -9876654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75121 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9876656.000000 Penalty: 5579.897461
	Iteration 90Q: 3 clusters Score -9876656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75125 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -9876653.000000 Penalty: 5579.897461
	Iteration 91Q: 3 clusters Score -9876653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75130 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9876658.000000 Penalty: 5579.897461
	Iteration 92Q: 3 clusters Score -9876658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75134 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -9876654.000000 Penalty: 5579.897461
	Iteration 93Q: 3 clusters Score -9876654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75141 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9876645.000000 Penalty: 5579.897461
	Iteration 94Q: 3 clusters Score -9876645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -9876651.000000 Penalty: 5579.897461
	Iteration 95Q: 3 clusters Score -9876651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -9876661.000000 Penalty: 5579.897461
	Iteration 96Q: 3 clusters Score -9876661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75165 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -9876667.000000 Penalty: 5579.897461
	Iteration 97Q: 3 clusters Score -9876667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75170 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9876669.000000 Penalty: 5579.897461
	Iteration 98Q: 3 clusters Score -9876669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9876667.000000 Penalty: 5579.897461
	Iteration 99Q: 3 clusters Score -9876667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75175 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9876674.000000 Penalty: 5579.897461
	Iteration 100F: 3 clusters Score -9876674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -9876670.000000 Penalty: 5579.897461
	Iteration 101Q: 3 clusters Score -9876670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -9876670.000000 Penalty: 5579.897461
	Iteration 102F: 3 clusters Score -9876670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (128225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128225 members 
Entering Unmasked Estep 
Score: -16406586.000000 Penalty: 2916.862305
	Iteration 0F: 2 clusters Score -1.640659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -16321288.000000 Penalty: 5833.724609
	Iteration 0F: 3 clusters Score -1.632129e+07 nChanged 61309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 65699 members 
Entering Unmasked Estep 
Score: -16357140.000000 Penalty: 5833.724609
	Iteration 1F: 3 clusters Score -1.635714e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61464 members 
Mstep: Class 2 contains 66761 members 
Entering Unmasked Estep 
Score: -16358156.000000 Penalty: 5833.724609
	Iteration 2Q: 3 clusters Score -1.635816e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -16359395.000000 Penalty: 5833.724609
	Iteration 3Q: 3 clusters Score -1.63594e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -16361280.000000 Penalty: 5833.724609
	Iteration 4Q: 3 clusters Score -1.636128e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -16364434.000000 Penalty: 5833.724609
	Iteration 5F: 3 clusters Score -1.636443e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 81593 members 
Entering Unmasked Estep 
Score: -16369959.000000 Penalty: 5833.724609
	Iteration 6F: 3 clusters Score -1.636996e+07 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 89107 members 
Entering Unmasked Estep 
Score: -16377434.000000 Penalty: 5833.724609
	Iteration 7F: 3 clusters Score -1.637743e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 96842 members 
Entering Unmasked Estep 
Score: -16386046.000000 Penalty: 5833.724609
	Iteration 8F: 3 clusters Score -1.638605e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 102909 members 
Entering Unmasked Estep 
Score: -16393212.000000 Penalty: 5833.724609
	Iteration 9F: 3 clusters Score -1.639321e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 106786 members 
Entering Unmasked Estep 
Score: -16397288.000000 Penalty: 5833.724609
	Iteration 10Q: 3 clusters Score -1.639729e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 109291 members 
Entering Unmasked Estep 
Score: -16398971.000000 Penalty: 5833.724609
	Iteration 11Q: 3 clusters Score -1.639897e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 111187 members 
Entering Unmasked Estep 
Score: -16399923.000000 Penalty: 5833.724609
	Iteration 12Q: 3 clusters Score -1.639992e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 112909 members 
Entering Unmasked Estep 
Score: -16400618.000000 Penalty: 5833.724609
	Iteration 13Q: 3 clusters Score -1.640062e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 114463 members 
Entering Unmasked Estep 
Score: -16401162.000000 Penalty: 5833.724609
	Iteration 14Q: 3 clusters Score -1.640116e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 115921 members 
Entering Unmasked Estep 
Score: -16401749.000000 Penalty: 5833.724609
	Iteration 15Q: 3 clusters Score -1.640175e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 117209 members 
Entering Unmasked Estep 
Score: -16402182.000000 Penalty: 5833.724609
	Iteration 16Q: 3 clusters Score -1.640218e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 118370 members 
Entering Unmasked Estep 
Score: -16402563.000000 Penalty: 5833.724609
	Iteration 17Q: 3 clusters Score -1.640256e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 119371 members 
Entering Unmasked Estep 
Score: -16402844.000000 Penalty: 5833.724609
	Iteration 18Q: 3 clusters Score -1.640284e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 120254 members 
Entering Unmasked Estep 
Score: -16403158.000000 Penalty: 5833.724609
	Iteration 19Q: 3 clusters Score -1.640316e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 121044 members 
Entering Unmasked Estep 
Score: -16403379.000000 Penalty: 5833.724609
	Iteration 20F: 3 clusters Score -1.640338e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 121745 members 
Entering Unmasked Estep 
Score: -16403636.000000 Penalty: 5833.724609
	Iteration 21Q: 3 clusters Score -1.640364e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 122333 members 
Entering Unmasked Estep 
Score: -16403832.000000 Penalty: 5833.724609
	Iteration 22Q: 3 clusters Score -1.640383e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 122785 members 
Entering Unmasked Estep 
Score: -16403971.000000 Penalty: 5833.724609
	Iteration 23Q: 3 clusters Score -1.640397e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 123212 members 
Entering Unmasked Estep 
Score: -16404040.000000 Penalty: 5833.724609
	Iteration 24Q: 3 clusters Score -1.640404e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 123602 members 
Entering Unmasked Estep 
Score: -16404070.000000 Penalty: 5833.724609
	Iteration 25Q: 3 clusters Score -1.640407e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 123961 members 
Entering Unmasked Estep 
Score: -16404153.000000 Penalty: 5833.724609
	Iteration 26Q: 3 clusters Score -1.640415e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 124274 members 
Entering Unmasked Estep 
Score: -16404235.000000 Penalty: 5833.724609
	Iteration 27Q: 3 clusters Score -1.640424e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 124528 members 
Entering Unmasked Estep 
Score: -16404304.000000 Penalty: 5833.724609
	Iteration 28Q: 3 clusters Score -1.64043e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 124744 members 
Entering Unmasked Estep 
Score: -16404385.000000 Penalty: 5833.724609
	Iteration 29Q: 3 clusters Score -1.640438e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 124928 members 
Entering Unmasked Estep 
Score: -16404451.000000 Penalty: 5833.724609
	Iteration 30Q: 3 clusters Score -1.640445e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 125102 members 
Entering Unmasked Estep 
Score: -16404505.000000 Penalty: 5833.724609
	Iteration 31Q: 3 clusters Score -1.64045e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 125255 members 
Entering Unmasked Estep 
Score: -16404501.000000 Penalty: 5833.724609
	Iteration 32Q: 3 clusters Score -1.64045e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 125400 members 
Entering Unmasked Estep 
Score: -16404592.000000 Penalty: 5833.724609
	Iteration 33Q: 3 clusters Score -1.640459e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 125532 members 
Entering Unmasked Estep 
Score: -16404625.000000 Penalty: 5833.724609
	Iteration 34Q: 3 clusters Score -1.640462e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 125643 members 
Entering Unmasked Estep 
Score: -16404687.000000 Penalty: 5833.724609
	Iteration 35Q: 3 clusters Score -1.640469e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 125731 members 
Entering Unmasked Estep 
Score: -16404714.000000 Penalty: 5833.724609
	Iteration 36Q: 3 clusters Score -1.640471e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 125811 members 
Entering Unmasked Estep 
Score: -16404742.000000 Penalty: 5833.724609
	Iteration 37Q: 3 clusters Score -1.640474e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 125894 members 
Entering Unmasked Estep 
Score: -16404770.000000 Penalty: 5833.724609
	Iteration 38Q: 3 clusters Score -1.640477e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 125977 members 
Entering Unmasked Estep 
Score: -16404812.000000 Penalty: 5833.724609
	Iteration 39Q: 3 clusters Score -1.640481e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 126038 members 
Entering Unmasked Estep 
Score: -16404833.000000 Penalty: 5833.724609
	Iteration 40F: 3 clusters Score -1.640483e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 126088 members 
Entering Unmasked Estep 
Score: -16404826.000000 Penalty: 5833.724609
	Iteration 41Q: 3 clusters Score -1.640483e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 126133 members 
Entering Unmasked Estep 
Score: -16404828.000000 Penalty: 5833.724609
	Iteration 42Q: 3 clusters Score -1.640483e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 126170 members 
Entering Unmasked Estep 
Score: -16404853.000000 Penalty: 5833.724609
	Iteration 43Q: 3 clusters Score -1.640485e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 126197 members 
Entering Unmasked Estep 
Score: -16404836.000000 Penalty: 5833.724609
	Iteration 44Q: 3 clusters Score -1.640484e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 126223 members 
Entering Unmasked Estep 
Score: -16404843.000000 Penalty: 5833.724609
	Iteration 45Q: 3 clusters Score -1.640484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 126242 members 
Entering Unmasked Estep 
Score: -16404836.000000 Penalty: 5833.724609
	Iteration 46Q: 3 clusters Score -1.640484e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 126257 members 
Entering Unmasked Estep 
Score: -16404840.000000 Penalty: 5833.724609
	Iteration 47Q: 3 clusters Score -1.640484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 126266 members 
Entering Unmasked Estep 
Score: -16404843.000000 Penalty: 5833.724609
	Iteration 48Q: 3 clusters Score -1.640484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 126277 members 
Entering Unmasked Estep 
Score: -16404849.000000 Penalty: 5833.724609
	Iteration 49Q: 3 clusters Score -1.640485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 126292 members 
Entering Unmasked Estep 
Score: -16404836.000000 Penalty: 5833.724609
	Iteration 50Q: 3 clusters Score -1.640484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 126307 members 
Entering Unmasked Estep 
Score: -16404863.000000 Penalty: 5833.724609
	Iteration 51Q: 3 clusters Score -1.640486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 126320 members 
Entering Unmasked Estep 
Score: -16404863.000000 Penalty: 5833.724609
	Iteration 52Q: 3 clusters Score -1.640486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 126332 members 
Entering Unmasked Estep 
Score: -16404868.000000 Penalty: 5833.724609
	Iteration 53Q: 3 clusters Score -1.640487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 126337 members 
Entering Unmasked Estep 
Score: -16404864.000000 Penalty: 5833.724609
	Iteration 54Q: 3 clusters Score -1.640486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 126339 members 
Entering Unmasked Estep 
Score: -16404874.000000 Penalty: 5833.724609
	Iteration 55Q: 3 clusters Score -1.640487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 126341 members 
Entering Unmasked Estep 
Score: -16404867.000000 Penalty: 5833.724609
	Iteration 56Q: 3 clusters Score -1.640487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 126343 members 
Entering Unmasked Estep 
Score: -16404876.000000 Penalty: 5833.724609
	Iteration 57Q: 3 clusters Score -1.640488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 126345 members 
Entering Unmasked Estep 
Score: -16404870.000000 Penalty: 5833.724609
	Iteration 58Q: 3 clusters Score -1.640487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 126347 members 
Entering Unmasked Estep 
Score: -16404870.000000 Penalty: 5833.724609
	Iteration 59Q: 3 clusters Score -1.640487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 126347 members 
Entering Unmasked Estep 
Score: -16404870.000000 Penalty: 5833.724609
	Iteration 60F: 3 clusters Score -1.640487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (161233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161233 members 
Entering Unmasked Estep 
Score: -20479480.000000 Penalty: 2973.670166
	Iteration 0F: 2 clusters Score -2.047948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80297 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -20373174.000000 Penalty: 5947.340332
	Iteration 0F: 3 clusters Score -2.037317e+07 nChanged 77316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 86894 members 
Entering Unmasked Estep 
Score: -20418894.000000 Penalty: 5947.340332
	Iteration 1F: 3 clusters Score -2.041889e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70498 members 
Mstep: Class 2 contains 90735 members 
Entering Unmasked Estep 
Score: -20421028.000000 Penalty: 5947.340332
	Iteration 2Q: 3 clusters Score -2.042103e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -20424834.000000 Penalty: 5947.340332
	Iteration 3Q: 3 clusters Score -2.042483e+07 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 103689 members 
Entering Unmasked Estep 
Score: -20430664.000000 Penalty: 5947.340332
	Iteration 4F: 3 clusters Score -2.043066e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 112809 members 
Entering Unmasked Estep 
Score: -20439100.000000 Penalty: 5947.340332
	Iteration 5F: 3 clusters Score -2.04391e+07 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 122768 members 
Entering Unmasked Estep 
Score: -20448826.000000 Penalty: 5947.340332
	Iteration 6F: 3 clusters Score -2.044883e+07 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 131727 members 
Entering Unmasked Estep 
Score: -20457714.000000 Penalty: 5947.340332
	Iteration 7F: 3 clusters Score -2.045771e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 138663 members 
Entering Unmasked Estep 
Score: -20464472.000000 Penalty: 5947.340332
	Iteration 8Q: 3 clusters Score -2.046447e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 143502 members 
Entering Unmasked Estep 
Score: -20469010.000000 Penalty: 5947.340332
	Iteration 9Q: 3 clusters Score -2.046901e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 146834 members 
Entering Unmasked Estep 
Score: -20471770.000000 Penalty: 5947.340332
	Iteration 10Q: 3 clusters Score -2.047177e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 149256 members 
Entering Unmasked Estep 
Score: -20473312.000000 Penalty: 5947.340332
	Iteration 11Q: 3 clusters Score -2.047331e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 151242 members 
Entering Unmasked Estep 
Score: -20474364.000000 Penalty: 5947.340332
	Iteration 12Q: 3 clusters Score -2.047436e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 152848 members 
Entering Unmasked Estep 
Score: -20475020.000000 Penalty: 5947.340332
	Iteration 13Q: 3 clusters Score -2.047502e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 154255 members 
Entering Unmasked Estep 
Score: -20475482.000000 Penalty: 5947.340332
	Iteration 14Q: 3 clusters Score -2.047548e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 155460 members 
Entering Unmasked Estep 
Score: -20475884.000000 Penalty: 5947.340332
	Iteration 15Q: 3 clusters Score -2.047588e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 156470 members 
Entering Unmasked Estep 
Score: -20476056.000000 Penalty: 5947.340332
	Iteration 16Q: 3 clusters Score -2.047606e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 157302 members 
Entering Unmasked Estep 
Score: -20476280.000000 Penalty: 5947.340332
	Iteration 17Q: 3 clusters Score -2.047628e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 157952 members 
Entering Unmasked Estep 
Score: -20476476.000000 Penalty: 5947.340332
	Iteration 18Q: 3 clusters Score -2.047648e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 158458 members 
Entering Unmasked Estep 
Score: -20476554.000000 Penalty: 5947.340332
	Iteration 19Q: 3 clusters Score -2.047655e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 158838 members 
Entering Unmasked Estep 
Score: -20476644.000000 Penalty: 5947.340332
	Iteration 20F: 3 clusters Score -2.047664e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 159122 members 
Entering Unmasked Estep 
Score: -20476710.000000 Penalty: 5947.340332
	Iteration 21Q: 3 clusters Score -2.047671e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 159349 members 
Entering Unmasked Estep 
Score: -20476834.000000 Penalty: 5947.340332
	Iteration 22Q: 3 clusters Score -2.047683e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 159526 members 
Entering Unmasked Estep 
Score: -20476866.000000 Penalty: 5947.340332
	Iteration 23Q: 3 clusters Score -2.047687e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 159659 members 
Entering Unmasked Estep 
Score: -20476920.000000 Penalty: 5947.340332
	Iteration 24Q: 3 clusters Score -2.047692e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 159772 members 
Entering Unmasked Estep 
Score: -20476958.000000 Penalty: 5947.340332
	Iteration 25Q: 3 clusters Score -2.047696e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 159862 members 
Entering Unmasked Estep 
Score: -20477030.000000 Penalty: 5947.340332
	Iteration 26Q: 3 clusters Score -2.047703e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 159924 members 
Entering Unmasked Estep 
Score: -20477044.000000 Penalty: 5947.340332
	Iteration 27Q: 3 clusters Score -2.047704e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 159983 members 
Entering Unmasked Estep 
Score: -20477074.000000 Penalty: 5947.340332
	Iteration 28Q: 3 clusters Score -2.047707e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 160022 members 
Entering Unmasked Estep 
Score: -20477048.000000 Penalty: 5947.340332
	Iteration 29Q: 3 clusters Score -2.047705e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 160056 members 
Entering Unmasked Estep 
Score: -20477058.000000 Penalty: 5947.340332
	Iteration 30Q: 3 clusters Score -2.047706e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 160081 members 
Entering Unmasked Estep 
Score: -20477082.000000 Penalty: 5947.340332
	Iteration 31Q: 3 clusters Score -2.047708e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 160101 members 
Entering Unmasked Estep 
Score: -20477086.000000 Penalty: 5947.340332
	Iteration 32Q: 3 clusters Score -2.047709e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 160121 members 
Entering Unmasked Estep 
Score: -20477078.000000 Penalty: 5947.340332
	Iteration 33Q: 3 clusters Score -2.047708e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 160138 members 
Entering Unmasked Estep 
Score: -20477098.000000 Penalty: 5947.340332
	Iteration 34Q: 3 clusters Score -2.04771e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 160154 members 
Entering Unmasked Estep 
Score: -20477080.000000 Penalty: 5947.340332
	Iteration 35Q: 3 clusters Score -2.047708e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 160173 members 
Entering Unmasked Estep 
Score: -20477096.000000 Penalty: 5947.340332
	Iteration 36Q: 3 clusters Score -2.04771e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 160196 members 
Entering Unmasked Estep 
Score: -20477102.000000 Penalty: 5947.340332
	Iteration 37Q: 3 clusters Score -2.04771e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 160218 members 
Entering Unmasked Estep 
Score: -20477080.000000 Penalty: 5947.340332
	Iteration 38Q: 3 clusters Score -2.047708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 160231 members 
Entering Unmasked Estep 
Score: -20477088.000000 Penalty: 5947.340332
	Iteration 39Q: 3 clusters Score -2.047709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 160249 members 
Entering Unmasked Estep 
Score: -20477090.000000 Penalty: 5947.340332
	Iteration 40F: 3 clusters Score -2.047709e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 160265 members 
Entering Unmasked Estep 
Score: -20477092.000000 Penalty: 5947.340332
	Iteration 41Q: 3 clusters Score -2.047709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 160277 members 
Entering Unmasked Estep 
Score: -20477092.000000 Penalty: 5947.340332
	Iteration 42Q: 3 clusters Score -2.047709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 160285 members 
Entering Unmasked Estep 
Score: -20477100.000000 Penalty: 5947.340332
	Iteration 43Q: 3 clusters Score -2.04771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 160294 members 
Entering Unmasked Estep 
Score: -20477108.000000 Penalty: 5947.340332
	Iteration 44Q: 3 clusters Score -2.047711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 160303 members 
Entering Unmasked Estep 
Score: -20477126.000000 Penalty: 5947.340332
	Iteration 45Q: 3 clusters Score -2.047713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 160308 members 
Entering Unmasked Estep 
Score: -20477126.000000 Penalty: 5947.340332
	Iteration 46Q: 3 clusters Score -2.047713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 160313 members 
Entering Unmasked Estep 
Score: -20477112.000000 Penalty: 5947.340332
	Iteration 47Q: 3 clusters Score -2.047711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 160322 members 
Entering Unmasked Estep 
Score: -20477112.000000 Penalty: 5947.340332
	Iteration 48Q: 3 clusters Score -2.047711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 160328 members 
Entering Unmasked Estep 
Score: -20477118.000000 Penalty: 5947.340332
	Iteration 49Q: 3 clusters Score -2.047712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 160332 members 
Entering Unmasked Estep 
Score: -20477124.000000 Penalty: 5947.340332
	Iteration 50Q: 3 clusters Score -2.047712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 160334 members 
Entering Unmasked Estep 
Score: -20477116.000000 Penalty: 5947.340332
	Iteration 51Q: 3 clusters Score -2.047712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 160338 members 
Entering Unmasked Estep 
Score: -20477120.000000 Penalty: 5947.340332
	Iteration 52Q: 3 clusters Score -2.047712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 160339 members 
Entering Unmasked Estep 
Score: -20477112.000000 Penalty: 5947.340332
	Iteration 53Q: 3 clusters Score -2.047711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 160341 members 
Entering Unmasked Estep 
Score: -20477132.000000 Penalty: 5947.340332
	Iteration 54Q: 3 clusters Score -2.047713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 160346 members 
Entering Unmasked Estep 
Score: -20477108.000000 Penalty: 5947.340332
	Iteration 55Q: 3 clusters Score -2.047711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 160349 members 
Entering Unmasked Estep 
Score: -20477096.000000 Penalty: 5947.340332
	Iteration 56Q: 3 clusters Score -2.04771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 160350 members 
Entering Unmasked Estep 
Score: -20477124.000000 Penalty: 5947.340332
	Iteration 57Q: 3 clusters Score -2.047712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 160350 members 
Entering Unmasked Estep 
Score: -20477124.000000 Penalty: 5947.340332
	Iteration 58F: 3 clusters Score -2.047712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (83849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83849 members 
Entering Unmasked Estep 
Score: -10399103.000000 Penalty: 2811.519775
	Iteration 0F: 2 clusters Score -1.03991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -10342772.000000 Penalty: 5623.039551
	Iteration 0F: 3 clusters Score -1.034277e+07 nChanged 39457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -10365076.000000 Penalty: 5623.039551
	Iteration 1F: 3 clusters Score -1.036508e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -10365856.000000 Penalty: 5623.039551
	Iteration 2Q: 3 clusters Score -1.036586e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -10366946.000000 Penalty: 5623.039551
	Iteration 3Q: 3 clusters Score -1.036695e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -10368694.000000 Penalty: 5623.039551
	Iteration 4Q: 3 clusters Score -1.036869e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55759 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -10371761.000000 Penalty: 5623.039551
	Iteration 5F: 3 clusters Score -1.037176e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -10376556.000000 Penalty: 5623.039551
	Iteration 6F: 3 clusters Score -1.037656e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68986 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -10382536.000000 Penalty: 5623.039551
	Iteration 7F: 3 clusters Score -1.038254e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -10388275.000000 Penalty: 5623.039551
	Iteration 8F: 3 clusters Score -1.038828e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -10392730.000000 Penalty: 5623.039551
	Iteration 9F: 3 clusters Score -1.039273e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82087 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -10395081.000000 Penalty: 5623.039551
	Iteration 10Q: 3 clusters Score -1.039508e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83071 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -10396063.000000 Penalty: 5623.039551
	Iteration 11Q: 3 clusters Score -1.039606e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10396362.000000 Penalty: 5623.039551
	Iteration 12Q: 3 clusters Score -1.039636e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83516 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10396484.000000 Penalty: 5623.039551
	Iteration 13Q: 3 clusters Score -1.039648e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10396535.000000 Penalty: 5623.039551
	Iteration 14Q: 3 clusters Score -1.039654e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83567 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10396579.000000 Penalty: 5623.039551
	Iteration 15Q: 3 clusters Score -1.039658e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10396603.000000 Penalty: 5623.039551
	Iteration 16Q: 3 clusters Score -1.03966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10396639.000000 Penalty: 5623.039551
	Iteration 17Q: 3 clusters Score -1.039664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83592 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10396658.000000 Penalty: 5623.039551
	Iteration 18Q: 3 clusters Score -1.039666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10396659.000000 Penalty: 5623.039551
	Iteration 19Q: 3 clusters Score -1.039666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10396665.000000 Penalty: 5623.039551
	Iteration 20F: 3 clusters Score -1.039666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83597 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -10396653.000000 Penalty: 5623.039551
	Iteration 21Q: 3 clusters Score -1.039665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10396654.000000 Penalty: 5623.039551
	Iteration 22Q: 3 clusters Score -1.039665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83600 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -10396657.000000 Penalty: 5623.039551
	Iteration 23Q: 3 clusters Score -1.039666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10396670.000000 Penalty: 5623.039551
	Iteration 24Q: 3 clusters Score -1.039667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10396669.000000 Penalty: 5623.039551
	Iteration 25Q: 3 clusters Score -1.039667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10396671.000000 Penalty: 5623.039551
	Iteration 26Q: 3 clusters Score -1.039667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10396681.000000 Penalty: 5623.039551
	Iteration 27Q: 3 clusters Score -1.039668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10396678.000000 Penalty: 5623.039551
	Iteration 28Q: 3 clusters Score -1.039668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10396674.000000 Penalty: 5623.039551
	Iteration 29Q: 3 clusters Score -1.039667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10396686.000000 Penalty: 5623.039551
	Iteration 30Q: 3 clusters Score -1.039669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83612 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10396698.000000 Penalty: 5623.039551
	Iteration 31Q: 3 clusters Score -1.03967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10396704.000000 Penalty: 5623.039551
	Iteration 32Q: 3 clusters Score -1.03967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10396701.000000 Penalty: 5623.039551
	Iteration 33Q: 3 clusters Score -1.03967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83618 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10396713.000000 Penalty: 5623.039551
	Iteration 34Q: 3 clusters Score -1.039671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83620 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10396729.000000 Penalty: 5623.039551
	Iteration 35Q: 3 clusters Score -1.039673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83621 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10396726.000000 Penalty: 5623.039551
	Iteration 36Q: 3 clusters Score -1.039673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83622 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10396725.000000 Penalty: 5623.039551
	Iteration 37Q: 3 clusters Score -1.039672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83622 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10396725.000000 Penalty: 5623.039551
	Iteration 38F: 3 clusters Score -1.039672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (145889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145889 members 
Entering Unmasked Estep 
Score: -18806914.000000 Penalty: 2948.869141
	Iteration 0F: 2 clusters Score -1.880691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72939 members 
Mstep: Class 2 contains 72950 members 
Entering Unmasked Estep 
Score: -18713450.000000 Penalty: 5897.738281
	Iteration 0F: 3 clusters Score -1.871345e+07 nChanged 69602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -18753556.000000 Penalty: 5897.738281
	Iteration 1F: 3 clusters Score -1.875356e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72153 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -18754254.000000 Penalty: 5897.738281
	Iteration 2Q: 3 clusters Score -1.875425e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 74161 members 
Entering Unmasked Estep 
Score: -18755074.000000 Penalty: 5897.738281
	Iteration 3Q: 3 clusters Score -1.875507e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 74791 members 
Entering Unmasked Estep 
Score: -18755864.000000 Penalty: 5897.738281
	Iteration 4Q: 3 clusters Score -1.875586e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -18756708.000000 Penalty: 5897.738281
	Iteration 5Q: 3 clusters Score -1.875671e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -18757666.000000 Penalty: 5897.738281
	Iteration 6Q: 3 clusters Score -1.875767e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -18758968.000000 Penalty: 5897.738281
	Iteration 7Q: 3 clusters Score -1.875897e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 81375 members 
Entering Unmasked Estep 
Score: -18760628.000000 Penalty: 5897.738281
	Iteration 8Q: 3 clusters Score -1.876063e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 84767 members 
Entering Unmasked Estep 
Score: -18763366.000000 Penalty: 5897.738281
	Iteration 9Q: 3 clusters Score -1.876337e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 89068 members 
Entering Unmasked Estep 
Score: -18767506.000000 Penalty: 5897.738281
	Iteration 10Q: 3 clusters Score -1.876751e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -18772966.000000 Penalty: 5897.738281
	Iteration 11F: 3 clusters Score -1.877297e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 97773 members 
Entering Unmasked Estep 
Score: -18779404.000000 Penalty: 5897.738281
	Iteration 12F: 3 clusters Score -1.87794e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 100641 members 
Entering Unmasked Estep 
Score: -18783882.000000 Penalty: 5897.738281
	Iteration 13Q: 3 clusters Score -1.878388e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 102942 members 
Entering Unmasked Estep 
Score: -18786028.000000 Penalty: 5897.738281
	Iteration 14Q: 3 clusters Score -1.878603e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 105058 members 
Entering Unmasked Estep 
Score: -18787100.000000 Penalty: 5897.738281
	Iteration 15Q: 3 clusters Score -1.87871e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 107118 members 
Entering Unmasked Estep 
Score: -18787850.000000 Penalty: 5897.738281
	Iteration 16Q: 3 clusters Score -1.878785e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 109189 members 
Entering Unmasked Estep 
Score: -18788552.000000 Penalty: 5897.738281
	Iteration 17Q: 3 clusters Score -1.878855e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 111291 members 
Entering Unmasked Estep 
Score: -18789412.000000 Penalty: 5897.738281
	Iteration 18Q: 3 clusters Score -1.878941e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 113323 members 
Entering Unmasked Estep 
Score: -18790134.000000 Penalty: 5897.738281
	Iteration 19Q: 3 clusters Score -1.879013e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 115249 members 
Entering Unmasked Estep 
Score: -18790872.000000 Penalty: 5897.738281
	Iteration 20F: 3 clusters Score -1.879087e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 117107 members 
Entering Unmasked Estep 
Score: -18791604.000000 Penalty: 5897.738281
	Iteration 21Q: 3 clusters Score -1.87916e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 118946 members 
Entering Unmasked Estep 
Score: -18792440.000000 Penalty: 5897.738281
	Iteration 22Q: 3 clusters Score -1.879244e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 120709 members 
Entering Unmasked Estep 
Score: -18793208.000000 Penalty: 5897.738281
	Iteration 23Q: 3 clusters Score -1.879321e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 122444 members 
Entering Unmasked Estep 
Score: -18794152.000000 Penalty: 5897.738281
	Iteration 24Q: 3 clusters Score -1.879415e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 124116 members 
Entering Unmasked Estep 
Score: -18794852.000000 Penalty: 5897.738281
	Iteration 25Q: 3 clusters Score -1.879485e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 125699 members 
Entering Unmasked Estep 
Score: -18795752.000000 Penalty: 5897.738281
	Iteration 26Q: 3 clusters Score -1.879575e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 127210 members 
Entering Unmasked Estep 
Score: -18796398.000000 Penalty: 5897.738281
	Iteration 27Q: 3 clusters Score -1.87964e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 128713 members 
Entering Unmasked Estep 
Score: -18797068.000000 Penalty: 5897.738281
	Iteration 28Q: 3 clusters Score -1.879707e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 130078 members 
Entering Unmasked Estep 
Score: -18797660.000000 Penalty: 5897.738281
	Iteration 29Q: 3 clusters Score -1.879766e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 131373 members 
Entering Unmasked Estep 
Score: -18798384.000000 Penalty: 5897.738281
	Iteration 30Q: 3 clusters Score -1.879838e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 132639 members 
Entering Unmasked Estep 
Score: -18799054.000000 Penalty: 5897.738281
	Iteration 31Q: 3 clusters Score -1.879905e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 133786 members 
Entering Unmasked Estep 
Score: -18799602.000000 Penalty: 5897.738281
	Iteration 32Q: 3 clusters Score -1.87996e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 134863 members 
Entering Unmasked Estep 
Score: -18800224.000000 Penalty: 5897.738281
	Iteration 33Q: 3 clusters Score -1.880022e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 135851 members 
Entering Unmasked Estep 
Score: -18800686.000000 Penalty: 5897.738281
	Iteration 34Q: 3 clusters Score -1.880069e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 136800 members 
Entering Unmasked Estep 
Score: -18801272.000000 Penalty: 5897.738281
	Iteration 35Q: 3 clusters Score -1.880127e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 137674 members 
Entering Unmasked Estep 
Score: -18801718.000000 Penalty: 5897.738281
	Iteration 36Q: 3 clusters Score -1.880172e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 138483 members 
Entering Unmasked Estep 
Score: -18802128.000000 Penalty: 5897.738281
	Iteration 37Q: 3 clusters Score -1.880213e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 139226 members 
Entering Unmasked Estep 
Score: -18802454.000000 Penalty: 5897.738281
	Iteration 38Q: 3 clusters Score -1.880245e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 139882 members 
Entering Unmasked Estep 
Score: -18802778.000000 Penalty: 5897.738281
	Iteration 39Q: 3 clusters Score -1.880278e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 140490 members 
Entering Unmasked Estep 
Score: -18803080.000000 Penalty: 5897.738281
	Iteration 40F: 3 clusters Score -1.880308e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 141008 members 
Entering Unmasked Estep 
Score: -18803312.000000 Penalty: 5897.738281
	Iteration 41Q: 3 clusters Score -1.880331e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 141481 members 
Entering Unmasked Estep 
Score: -18803408.000000 Penalty: 5897.738281
	Iteration 42Q: 3 clusters Score -1.880341e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 141895 members 
Entering Unmasked Estep 
Score: -18803606.000000 Penalty: 5897.738281
	Iteration 43Q: 3 clusters Score -1.880361e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 142288 members 
Entering Unmasked Estep 
Score: -18803716.000000 Penalty: 5897.738281
	Iteration 44Q: 3 clusters Score -1.880372e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 142615 members 
Entering Unmasked Estep 
Score: -18803810.000000 Penalty: 5897.738281
	Iteration 45Q: 3 clusters Score -1.880381e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 142894 members 
Entering Unmasked Estep 
Score: -18803946.000000 Penalty: 5897.738281
	Iteration 46Q: 3 clusters Score -1.880395e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 143134 members 
Entering Unmasked Estep 
Score: -18803988.000000 Penalty: 5897.738281
	Iteration 47Q: 3 clusters Score -1.880399e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 143328 members 
Entering Unmasked Estep 
Score: -18804068.000000 Penalty: 5897.738281
	Iteration 48Q: 3 clusters Score -1.880407e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 143493 members 
Entering Unmasked Estep 
Score: -18804118.000000 Penalty: 5897.738281
	Iteration 49Q: 3 clusters Score -1.880412e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 143623 members 
Entering Unmasked Estep 
Score: -18804120.000000 Penalty: 5897.738281
	Iteration 50Q: 3 clusters Score -1.880412e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 143730 members 
Entering Unmasked Estep 
Score: -18804148.000000 Penalty: 5897.738281
	Iteration 51Q: 3 clusters Score -1.880415e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 143823 members 
Entering Unmasked Estep 
Score: -18804164.000000 Penalty: 5897.738281
	Iteration 52Q: 3 clusters Score -1.880416e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 143921 members 
Entering Unmasked Estep 
Score: -18804224.000000 Penalty: 5897.738281
	Iteration 53Q: 3 clusters Score -1.880422e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 143993 members 
Entering Unmasked Estep 
Score: -18804266.000000 Penalty: 5897.738281
	Iteration 54Q: 3 clusters Score -1.880427e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 144071 members 
Entering Unmasked Estep 
Score: -18804284.000000 Penalty: 5897.738281
	Iteration 55Q: 3 clusters Score -1.880428e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 144137 members 
Entering Unmasked Estep 
Score: -18804336.000000 Penalty: 5897.738281
	Iteration 56Q: 3 clusters Score -1.880434e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 144185 members 
Entering Unmasked Estep 
Score: -18804356.000000 Penalty: 5897.738281
	Iteration 57Q: 3 clusters Score -1.880436e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 144240 members 
Entering Unmasked Estep 
Score: -18804396.000000 Penalty: 5897.738281
	Iteration 58Q: 3 clusters Score -1.88044e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 144274 members 
Entering Unmasked Estep 
Score: -18804410.000000 Penalty: 5897.738281
	Iteration 59Q: 3 clusters Score -1.880441e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 144308 members 
Entering Unmasked Estep 
Score: -18804446.000000 Penalty: 5897.738281
	Iteration 60F: 3 clusters Score -1.880445e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 144338 members 
Entering Unmasked Estep 
Score: -18804460.000000 Penalty: 5897.738281
	Iteration 61Q: 3 clusters Score -1.880446e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 144366 members 
Entering Unmasked Estep 
Score: -18804472.000000 Penalty: 5897.738281
	Iteration 62Q: 3 clusters Score -1.880447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 144381 members 
Entering Unmasked Estep 
Score: -18804484.000000 Penalty: 5897.738281
	Iteration 63Q: 3 clusters Score -1.880448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 144394 members 
Entering Unmasked Estep 
Score: -18804456.000000 Penalty: 5897.738281
	Iteration 64Q: 3 clusters Score -1.880446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 144404 members 
Entering Unmasked Estep 
Score: -18804464.000000 Penalty: 5897.738281
	Iteration 65Q: 3 clusters Score -1.880446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 144416 members 
Entering Unmasked Estep 
Score: -18804468.000000 Penalty: 5897.738281
	Iteration 66Q: 3 clusters Score -1.880447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 144432 members 
Entering Unmasked Estep 
Score: -18804478.000000 Penalty: 5897.738281
	Iteration 67Q: 3 clusters Score -1.880448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 144441 members 
Entering Unmasked Estep 
Score: -18804486.000000 Penalty: 5897.738281
	Iteration 68Q: 3 clusters Score -1.880449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 144457 members 
Entering Unmasked Estep 
Score: -18804500.000000 Penalty: 5897.738281
	Iteration 69Q: 3 clusters Score -1.88045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 144472 members 
Entering Unmasked Estep 
Score: -18804512.000000 Penalty: 5897.738281
	Iteration 70Q: 3 clusters Score -1.880451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 144482 members 
Entering Unmasked Estep 
Score: -18804506.000000 Penalty: 5897.738281
	Iteration 71Q: 3 clusters Score -1.880451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 144495 members 
Entering Unmasked Estep 
Score: -18804520.000000 Penalty: 5897.738281
	Iteration 72Q: 3 clusters Score -1.880452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 144505 members 
Entering Unmasked Estep 
Score: -18804510.000000 Penalty: 5897.738281
	Iteration 73Q: 3 clusters Score -1.880451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 144508 members 
Entering Unmasked Estep 
Score: -18804520.000000 Penalty: 5897.738281
	Iteration 74Q: 3 clusters Score -1.880452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 144509 members 
Entering Unmasked Estep 
Score: -18804508.000000 Penalty: 5897.738281
	Iteration 75Q: 3 clusters Score -1.880451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 144507 members 
Entering Unmasked Estep 
Score: -18804516.000000 Penalty: 5897.738281
	Iteration 76Q: 3 clusters Score -1.880452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 144507 members 
Entering Unmasked Estep 
Score: -18804516.000000 Penalty: 5897.738281
	Iteration 77F: 3 clusters Score -1.880452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Entering Unmasked Estep 
Score: -3123681.750000 Penalty: 2503.891357
	Iteration 0F: 2 clusters Score -3123682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3106933.500000 Penalty: 5007.782715
	Iteration 0F: 3 clusters Score -3106934 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3112521.000000 Penalty: 5007.782715
	Iteration 1F: 3 clusters Score -3112521 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3112879.750000 Penalty: 5007.782715
	Iteration 2Q: 3 clusters Score -3112880 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -3113134.750000 Penalty: 5007.782715
	Iteration 3Q: 3 clusters Score -3113135 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3113362.000000 Penalty: 5007.782715
	Iteration 4Q: 3 clusters Score -3113362 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -3113534.000000 Penalty: 5007.782715
	Iteration 5Q: 3 clusters Score -3113534 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -3113731.000000 Penalty: 5007.782715
	Iteration 6Q: 3 clusters Score -3113731 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3113929.000000 Penalty: 5007.782715
	Iteration 7Q: 3 clusters Score -3113929 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3114177.000000 Penalty: 5007.782715
	Iteration 8Q: 3 clusters Score -3114177 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3114540.250000 Penalty: 5007.782715
	Iteration 9Q: 3 clusters Score -3114540 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -3115026.000000 Penalty: 5007.782715
	Iteration 10Q: 3 clusters Score -3115026 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3115625.750000 Penalty: 5007.782715
	Iteration 11Q: 3 clusters Score -3115626 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3116375.750000 Penalty: 5007.782715
	Iteration 12Q: 3 clusters Score -3116376 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3117132.250000 Penalty: 5007.782715
	Iteration 13Q: 3 clusters Score -3117132 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3117780.000000 Penalty: 5007.782715
	Iteration 14Q: 3 clusters Score -3117780 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -3118331.000000 Penalty: 5007.782715
	Iteration 15Q: 3 clusters Score -3118331 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3118779.750000 Penalty: 5007.782715
	Iteration 16Q: 3 clusters Score -3118780 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -3119137.000000 Penalty: 5007.782715
	Iteration 17Q: 3 clusters Score -3119137 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -3119338.500000 Penalty: 5007.782715
	Iteration 18Q: 3 clusters Score -3119338 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3119470.500000 Penalty: 5007.782715
	Iteration 19Q: 3 clusters Score -3119470 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -3119542.000000 Penalty: 5007.782715
	Iteration 20F: 3 clusters Score -3119542 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3119608.000000 Penalty: 5007.782715
	Iteration 21Q: 3 clusters Score -3119608 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -3119659.500000 Penalty: 5007.782715
	Iteration 22Q: 3 clusters Score -3119660 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -3119709.500000 Penalty: 5007.782715
	Iteration 23Q: 3 clusters Score -3119710 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3119761.500000 Penalty: 5007.782715
	Iteration 24Q: 3 clusters Score -3119762 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3119812.000000 Penalty: 5007.782715
	Iteration 25Q: 3 clusters Score -3119812 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3119851.500000 Penalty: 5007.782715
	Iteration 26Q: 3 clusters Score -3119852 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3119893.750000 Penalty: 5007.782715
	Iteration 27Q: 3 clusters Score -3119894 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -3119941.500000 Penalty: 5007.782715
	Iteration 28Q: 3 clusters Score -3119942 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -3119972.000000 Penalty: 5007.782715
	Iteration 29Q: 3 clusters Score -3119972 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -3120005.500000 Penalty: 5007.782715
	Iteration 30Q: 3 clusters Score -3120006 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3120037.500000 Penalty: 5007.782715
	Iteration 31Q: 3 clusters Score -3120038 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3120051.250000 Penalty: 5007.782715
	Iteration 32Q: 3 clusters Score -3120051 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -3120089.500000 Penalty: 5007.782715
	Iteration 33Q: 3 clusters Score -3120090 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3120141.000000 Penalty: 5007.782715
	Iteration 34Q: 3 clusters Score -3120141 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3120178.750000 Penalty: 5007.782715
	Iteration 35Q: 3 clusters Score -3120179 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3120206.250000 Penalty: 5007.782715
	Iteration 36Q: 3 clusters Score -3120206 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3120251.500000 Penalty: 5007.782715
	Iteration 37Q: 3 clusters Score -3120252 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -3120299.500000 Penalty: 5007.782715
	Iteration 38Q: 3 clusters Score -3120300 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -3120331.750000 Penalty: 5007.782715
	Iteration 39Q: 3 clusters Score -3120332 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3120361.750000 Penalty: 5007.782715
	Iteration 40F: 3 clusters Score -3120362 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -3120406.750000 Penalty: 5007.782715
	Iteration 41Q: 3 clusters Score -3120407 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3120419.750000 Penalty: 5007.782715
	Iteration 42Q: 3 clusters Score -3120420 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3120453.500000 Penalty: 5007.782715
	Iteration 43Q: 3 clusters Score -3120454 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -3120478.000000 Penalty: 5007.782715
	Iteration 44Q: 3 clusters Score -3120478 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3120522.000000 Penalty: 5007.782715
	Iteration 45Q: 3 clusters Score -3120522 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3120563.250000 Penalty: 5007.782715
	Iteration 46Q: 3 clusters Score -3120563 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -3120593.000000 Penalty: 5007.782715
	Iteration 47Q: 3 clusters Score -3120593 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -3120631.750000 Penalty: 5007.782715
	Iteration 48Q: 3 clusters Score -3120632 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -3120658.500000 Penalty: 5007.782715
	Iteration 49Q: 3 clusters Score -3120658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -3120688.250000 Penalty: 5007.782715
	Iteration 50Q: 3 clusters Score -3120688 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -3120714.250000 Penalty: 5007.782715
	Iteration 51Q: 3 clusters Score -3120714 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3120740.500000 Penalty: 5007.782715
	Iteration 52Q: 3 clusters Score -3120740 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3120766.750000 Penalty: 5007.782715
	Iteration 53Q: 3 clusters Score -3120767 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -3120790.500000 Penalty: 5007.782715
	Iteration 54Q: 3 clusters Score -3120790 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3120810.500000 Penalty: 5007.782715
	Iteration 55Q: 3 clusters Score -3120810 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3120847.000000 Penalty: 5007.782715
	Iteration 56Q: 3 clusters Score -3120847 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -3120868.750000 Penalty: 5007.782715
	Iteration 57Q: 3 clusters Score -3120869 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -3120909.000000 Penalty: 5007.782715
	Iteration 58Q: 3 clusters Score -3120909 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -3120944.000000 Penalty: 5007.782715
	Iteration 59Q: 3 clusters Score -3120944 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -3120982.000000 Penalty: 5007.782715
	Iteration 60F: 3 clusters Score -3120982 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -3121018.000000 Penalty: 5007.782715
	Iteration 61Q: 3 clusters Score -3121018 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -3121059.500000 Penalty: 5007.782715
	Iteration 62Q: 3 clusters Score -3121060 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -3121102.750000 Penalty: 5007.782715
	Iteration 63Q: 3 clusters Score -3121103 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -3121134.250000 Penalty: 5007.782715
	Iteration 64Q: 3 clusters Score -3121134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -3121164.500000 Penalty: 5007.782715
	Iteration 65Q: 3 clusters Score -3121164 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -3121197.250000 Penalty: 5007.782715
	Iteration 66Q: 3 clusters Score -3121197 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -3121249.250000 Penalty: 5007.782715
	Iteration 67Q: 3 clusters Score -3121249 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -3121286.500000 Penalty: 5007.782715
	Iteration 68Q: 3 clusters Score -3121286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -3121314.250000 Penalty: 5007.782715
	Iteration 69Q: 3 clusters Score -3121314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3121339.000000 Penalty: 5007.782715
	Iteration 70Q: 3 clusters Score -3121339 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3121354.250000 Penalty: 5007.782715
	Iteration 71Q: 3 clusters Score -3121354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -3121366.750000 Penalty: 5007.782715
	Iteration 72Q: 3 clusters Score -3121367 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -3121380.750000 Penalty: 5007.782715
	Iteration 73Q: 3 clusters Score -3121381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3121392.500000 Penalty: 5007.782715
	Iteration 74Q: 3 clusters Score -3121392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -3121409.750000 Penalty: 5007.782715
	Iteration 75Q: 3 clusters Score -3121410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -3121413.500000 Penalty: 5007.782715
	Iteration 76Q: 3 clusters Score -3121414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -3121420.000000 Penalty: 5007.782715
	Iteration 77Q: 3 clusters Score -3121420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -3121434.000000 Penalty: 5007.782715
	Iteration 78Q: 3 clusters Score -3121434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3121440.250000 Penalty: 5007.782715
	Iteration 79Q: 3 clusters Score -3121440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3121448.750000 Penalty: 5007.782715
	Iteration 80F: 3 clusters Score -3121449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -3121461.750000 Penalty: 5007.782715
	Iteration 81Q: 3 clusters Score -3121462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3121477.000000 Penalty: 5007.782715
	Iteration 82Q: 3 clusters Score -3121477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -3121482.500000 Penalty: 5007.782715
	Iteration 83Q: 3 clusters Score -3121482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3121486.000000 Penalty: 5007.782715
	Iteration 84Q: 3 clusters Score -3121486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -3121486.750000 Penalty: 5007.782715
	Iteration 85Q: 3 clusters Score -3121487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3121494.500000 Penalty: 5007.782715
	Iteration 86Q: 3 clusters Score -3121494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -3121503.500000 Penalty: 5007.782715
	Iteration 87Q: 3 clusters Score -3121504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -3121503.000000 Penalty: 5007.782715
	Iteration 88Q: 3 clusters Score -3121503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -3121505.750000 Penalty: 5007.782715
	Iteration 89Q: 3 clusters Score -3121506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -3121503.750000 Penalty: 5007.782715
	Iteration 90Q: 3 clusters Score -3121504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -3121503.750000 Penalty: 5007.782715
	Iteration 91F: 3 clusters Score -3121504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Entering Unmasked Estep 
Score: -1163466.500000 Penalty: 2274.014893
	Iteration 0F: 2 clusters Score -1163466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1155991.875000 Penalty: 4548.029785
	Iteration 0F: 3 clusters Score -1155992 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1158208.500000 Penalty: 4548.029785
	Iteration 1F: 3 clusters Score -1158208 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1158515.875000 Penalty: 4548.029785
	Iteration 2F: 3 clusters Score -1158516 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1158730.250000 Penalty: 4548.029785
	Iteration 3Q: 3 clusters Score -1158730 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1158906.125000 Penalty: 4548.029785
	Iteration 4Q: 3 clusters Score -1158906 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1159050.250000 Penalty: 4548.029785
	Iteration 5Q: 3 clusters Score -1159050 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1159205.750000 Penalty: 4548.029785
	Iteration 6Q: 3 clusters Score -1159206 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1159368.375000 Penalty: 4548.029785
	Iteration 7Q: 3 clusters Score -1159368 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1159573.375000 Penalty: 4548.029785
	Iteration 8Q: 3 clusters Score -1159573 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1159823.500000 Penalty: 4548.029785
	Iteration 9Q: 3 clusters Score -1159824 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1160135.875000 Penalty: 4548.029785
	Iteration 10Q: 3 clusters Score -1160136 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1160465.000000 Penalty: 4548.029785
	Iteration 11Q: 3 clusters Score -1160465 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1160784.625000 Penalty: 4548.029785
	Iteration 12Q: 3 clusters Score -1160785 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1161077.250000 Penalty: 4548.029785
	Iteration 13Q: 3 clusters Score -1161077 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1161335.750000 Penalty: 4548.029785
	Iteration 14Q: 3 clusters Score -1161336 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1161589.625000 Penalty: 4548.029785
	Iteration 15Q: 3 clusters Score -1161590 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1161835.000000 Penalty: 4548.029785
	Iteration 16Q: 3 clusters Score -1161835 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1162062.500000 Penalty: 4548.029785
	Iteration 17Q: 3 clusters Score -1162062 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1162190.875000 Penalty: 4548.029785
	Iteration 18Q: 3 clusters Score -1162191 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1162301.125000 Penalty: 4548.029785
	Iteration 19Q: 3 clusters Score -1162301 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1162396.250000 Penalty: 4548.029785
	Iteration 20F: 3 clusters Score -1162396 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1162478.500000 Penalty: 4548.029785
	Iteration 21Q: 3 clusters Score -1162478 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1162550.250000 Penalty: 4548.029785
	Iteration 22Q: 3 clusters Score -1162550 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1162615.625000 Penalty: 4548.029785
	Iteration 23Q: 3 clusters Score -1162616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1162645.875000 Penalty: 4548.029785
	Iteration 24Q: 3 clusters Score -1162646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1162662.750000 Penalty: 4548.029785
	Iteration 25Q: 3 clusters Score -1162663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1162675.625000 Penalty: 4548.029785
	Iteration 26Q: 3 clusters Score -1162676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1162682.125000 Penalty: 4548.029785
	Iteration 27Q: 3 clusters Score -1162682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1162684.000000 Penalty: 4548.029785
	Iteration 28Q: 3 clusters Score -1162684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1162684.125000 Penalty: 4548.029785
	Iteration 29Q: 3 clusters Score -1162684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1162691.125000 Penalty: 4548.029785
	Iteration 30Q: 3 clusters Score -1162691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1162691.625000 Penalty: 4548.029785
	Iteration 31Q: 3 clusters Score -1162692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1162694.000000 Penalty: 4548.029785
	Iteration 32Q: 3 clusters Score -1162694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1162692.875000 Penalty: 4548.029785
	Iteration 33Q: 3 clusters Score -1162693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1162693.375000 Penalty: 4548.029785
	Iteration 34Q: 3 clusters Score -1162693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1162694.750000 Penalty: 4548.029785
	Iteration 35Q: 3 clusters Score -1162695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1162693.750000 Penalty: 4548.029785
	Iteration 36Q: 3 clusters Score -1162694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1162693.750000 Penalty: 4548.029785
	Iteration 37F: 3 clusters Score -1162694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (156306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156306 members 
Entering Unmasked Estep 
Score: -19993358.000000 Penalty: 2965.973633
	Iteration 0F: 2 clusters Score -1.999336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78389 members 
Mstep: Class 2 contains 77917 members 
Entering Unmasked Estep 
Score: -19893386.000000 Penalty: 5931.947266
	Iteration 0F: 3 clusters Score -1.989339e+07 nChanged 74758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81743 members 
Mstep: Class 2 contains 74563 members 
Entering Unmasked Estep 
Score: -19936240.000000 Penalty: 5931.947266
	Iteration 1F: 3 clusters Score -1.993624e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
Score: -19937204.000000 Penalty: 5931.947266
	Iteration 2Q: 3 clusters Score -1.99372e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87411 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -19938898.000000 Penalty: 5931.947266
	Iteration 3Q: 3 clusters Score -1.99389e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92503 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -19941388.000000 Penalty: 5931.947266
	Iteration 4Q: 3 clusters Score -1.994139e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99825 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -19945514.000000 Penalty: 5931.947266
	Iteration 5F: 3 clusters Score -1.994551e+07 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109507 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -19952298.000000 Penalty: 5931.947266
	Iteration 6F: 3 clusters Score -1.99523e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120751 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -19961740.000000 Penalty: 5931.947266
	Iteration 7F: 3 clusters Score -1.996174e+07 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131482 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -19971970.000000 Penalty: 5931.947266
	Iteration 8F: 3 clusters Score -1.997197e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139590 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -19979950.000000 Penalty: 5931.947266
	Iteration 9F: 3 clusters Score -1.997995e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144634 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -19984370.000000 Penalty: 5931.947266
	Iteration 10Q: 3 clusters Score -1.998437e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147515 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -19987012.000000 Penalty: 5931.947266
	Iteration 11Q: 3 clusters Score -1.998701e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149320 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -19988524.000000 Penalty: 5931.947266
	Iteration 12Q: 3 clusters Score -1.998852e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150578 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -19989360.000000 Penalty: 5931.947266
	Iteration 13Q: 3 clusters Score -1.998936e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151536 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -19989872.000000 Penalty: 5931.947266
	Iteration 14Q: 3 clusters Score -1.998987e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152240 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -19990136.000000 Penalty: 5931.947266
	Iteration 15Q: 3 clusters Score -1.999014e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152762 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -19990304.000000 Penalty: 5931.947266
	Iteration 16Q: 3 clusters Score -1.99903e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153190 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -19990452.000000 Penalty: 5931.947266
	Iteration 17Q: 3 clusters Score -1.999045e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153540 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -19990646.000000 Penalty: 5931.947266
	Iteration 18Q: 3 clusters Score -1.999065e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153866 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -19990786.000000 Penalty: 5931.947266
	Iteration 19Q: 3 clusters Score -1.999079e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154145 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -19990864.000000 Penalty: 5931.947266
	Iteration 20F: 3 clusters Score -1.999086e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154364 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -19990928.000000 Penalty: 5931.947266
	Iteration 21Q: 3 clusters Score -1.999093e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154530 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -19990974.000000 Penalty: 5931.947266
	Iteration 22Q: 3 clusters Score -1.999097e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154660 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -19990970.000000 Penalty: 5931.947266
	Iteration 23Q: 3 clusters Score -1.999097e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154784 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -19991034.000000 Penalty: 5931.947266
	Iteration 24Q: 3 clusters Score -1.999103e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154878 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -19991032.000000 Penalty: 5931.947266
	Iteration 25Q: 3 clusters Score -1.999103e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154967 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -19991022.000000 Penalty: 5931.947266
	Iteration 26Q: 3 clusters Score -1.999102e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155026 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -19991058.000000 Penalty: 5931.947266
	Iteration 27Q: 3 clusters Score -1.999106e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155084 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -19991056.000000 Penalty: 5931.947266
	Iteration 28Q: 3 clusters Score -1.999106e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155144 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -19991052.000000 Penalty: 5931.947266
	Iteration 29Q: 3 clusters Score -1.999105e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155191 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -19991104.000000 Penalty: 5931.947266
	Iteration 30Q: 3 clusters Score -1.99911e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155223 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -19991098.000000 Penalty: 5931.947266
	Iteration 31Q: 3 clusters Score -1.99911e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -19991104.000000 Penalty: 5931.947266
	Iteration 32Q: 3 clusters Score -1.99911e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155277 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -19991080.000000 Penalty: 5931.947266
	Iteration 33Q: 3 clusters Score -1.999108e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155297 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -19991106.000000 Penalty: 5931.947266
	Iteration 34Q: 3 clusters Score -1.999111e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155316 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -19991118.000000 Penalty: 5931.947266
	Iteration 35Q: 3 clusters Score -1.999112e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155326 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -19991130.000000 Penalty: 5931.947266
	Iteration 36Q: 3 clusters Score -1.999113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155341 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -19991148.000000 Penalty: 5931.947266
	Iteration 37Q: 3 clusters Score -1.999115e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155361 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -19991146.000000 Penalty: 5931.947266
	Iteration 38Q: 3 clusters Score -1.999115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155378 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -19991140.000000 Penalty: 5931.947266
	Iteration 39Q: 3 clusters Score -1.999114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155392 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -19991134.000000 Penalty: 5931.947266
	Iteration 40F: 3 clusters Score -1.999113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155397 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -19991134.000000 Penalty: 5931.947266
	Iteration 41Q: 3 clusters Score -1.999113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155400 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -19991126.000000 Penalty: 5931.947266
	Iteration 42Q: 3 clusters Score -1.999113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155407 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -19991138.000000 Penalty: 5931.947266
	Iteration 43Q: 3 clusters Score -1.999114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155415 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -19991134.000000 Penalty: 5931.947266
	Iteration 44Q: 3 clusters Score -1.999113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155419 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -19991152.000000 Penalty: 5931.947266
	Iteration 45Q: 3 clusters Score -1.999115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155422 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -19991142.000000 Penalty: 5931.947266
	Iteration 46Q: 3 clusters Score -1.999114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155424 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -19991134.000000 Penalty: 5931.947266
	Iteration 47Q: 3 clusters Score -1.999113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155426 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -19991148.000000 Penalty: 5931.947266
	Iteration 48Q: 3 clusters Score -1.999115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155428 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -19991150.000000 Penalty: 5931.947266
	Iteration 49Q: 3 clusters Score -1.999115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155430 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -19991156.000000 Penalty: 5931.947266
	Iteration 50Q: 3 clusters Score -1.999116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155430 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -19991156.000000 Penalty: 5931.947266
	Iteration 51F: 3 clusters Score -1.999116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (168184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168184 members 
Entering Unmasked Estep 
Score: -21560066.000000 Penalty: 2984.137939
	Iteration 0F: 2 clusters Score -2.156007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 83663 members 
Entering Unmasked Estep 
Score: -21452660.000000 Penalty: 5968.275879
	Iteration 0F: 3 clusters Score -2.145266e+07 nChanged 80370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90985 members 
Mstep: Class 2 contains 77199 members 
Entering Unmasked Estep 
Score: -21499356.000000 Penalty: 5968.275879
	Iteration 1F: 3 clusters Score -2.149936e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95252 members 
Mstep: Class 2 contains 72932 members 
Entering Unmasked Estep 
Score: -21500846.000000 Penalty: 5968.275879
	Iteration 2Q: 3 clusters Score -2.150085e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101876 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -21503844.000000 Penalty: 5968.275879
	Iteration 3Q: 3 clusters Score -2.150384e+07 nChanged 10296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111948 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
Score: -21509572.000000 Penalty: 5968.275879
	Iteration 4F: 3 clusters Score -2.150957e+07 nChanged 13928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125826 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -21520164.000000 Penalty: 5968.275879
	Iteration 5F: 3 clusters Score -2.152016e+07 nChanged 16297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142107 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -21535772.000000 Penalty: 5968.275879
	Iteration 6F: 3 clusters Score -2.153577e+07 nChanged 14016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156119 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -21549324.000000 Penalty: 5968.275879
	Iteration 7F: 3 clusters Score -2.154932e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164059 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -21555108.000000 Penalty: 5968.275879
	Iteration 8Q: 3 clusters Score -2.155511e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166882 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -21556834.000000 Penalty: 5968.275879
	Iteration 9Q: 3 clusters Score -2.155683e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167637 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -21557220.000000 Penalty: 5968.275879
	Iteration 10Q: 3 clusters Score -2.155722e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167816 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -21557314.000000 Penalty: 5968.275879
	Iteration 11Q: 3 clusters Score -2.155731e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167870 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -21557398.000000 Penalty: 5968.275879
	Iteration 12Q: 3 clusters Score -2.15574e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167894 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21557436.000000 Penalty: 5968.275879
	Iteration 13Q: 3 clusters Score -2.155744e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167906 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21557476.000000 Penalty: 5968.275879
	Iteration 14Q: 3 clusters Score -2.155748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167912 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21557490.000000 Penalty: 5968.275879
	Iteration 15Q: 3 clusters Score -2.155749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167925 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21557498.000000 Penalty: 5968.275879
	Iteration 16Q: 3 clusters Score -2.15575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167928 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21557500.000000 Penalty: 5968.275879
	Iteration 17Q: 3 clusters Score -2.15575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167928 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21557514.000000 Penalty: 5968.275879
	Iteration 18Q: 3 clusters Score -2.155751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167930 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21557518.000000 Penalty: 5968.275879
	Iteration 19Q: 3 clusters Score -2.155752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167931 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21557534.000000 Penalty: 5968.275879
	Iteration 20F: 3 clusters Score -2.155753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167930 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21557528.000000 Penalty: 5968.275879
	Iteration 21Q: 3 clusters Score -2.155753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167929 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21557524.000000 Penalty: 5968.275879
	Iteration 22Q: 3 clusters Score -2.155752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167929 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21557524.000000 Penalty: 5968.275879
	Iteration 23F: 3 clusters Score -2.155752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -82844.085938 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -82844.09 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 410 members 
Entering Unmasked Estep 
Score: -81145.390625 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -81145.39 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81809.609375 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -81809.61 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -82198.765625 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -82198.77 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -82558.734375 Penalty: 3328.419434
	Iteration 3F: 3 clusters Score -82558.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -82928.726562 Penalty: 3328.419434
	Iteration 4F: 3 clusters Score -82928.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -83288.484375 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -83288.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -83400.882812 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -83400.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -83441.890625 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -83441.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -83478.054688 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -83478.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -83518.351562 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -83518.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -83580.515625 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -83580.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -83615.898438 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -83615.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -83642.031250 Penalty: 3328.419434
	Iteration 12Q: 3 clusters Score -83642.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -83667.921875 Penalty: 3328.419434
	Iteration 13Q: 3 clusters Score -83667.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -83692.648438 Penalty: 3328.419434
	Iteration 14Q: 3 clusters Score -83692.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -83722.015625 Penalty: 3328.419434
	Iteration 15Q: 3 clusters Score -83722.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -83756.500000 Penalty: 3328.419434
	Iteration 16Q: 3 clusters Score -83756.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -83773.679688 Penalty: 3328.419434
	Iteration 17Q: 3 clusters Score -83773.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -83789.531250 Penalty: 3328.419434
	Iteration 18Q: 3 clusters Score -83789.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -83793.687500 Penalty: 3328.419434
	Iteration 19Q: 3 clusters Score -83793.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -83794.617188 Penalty: 3328.419434
	Iteration 20F: 3 clusters Score -83794.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -83797.945312 Penalty: 3328.419434
	Iteration 21Q: 3 clusters Score -83797.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -83797.945312 Penalty: 3328.419434
	Iteration 22F: 3 clusters Score -83797.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74319 members 
Mstep: Class 3 contains 76864 members 
Mstep: Class 4 contains 128225 members 
Mstep: Class 5 contains 161233 members 
Mstep: Class 6 contains 83849 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 145889 members 
Mstep: Class 9 contains 24254 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 156306 members 
Mstep: Class 12 contains 168184 members 
Mstep: Class 13 contains 224 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 165951 members 
Mstep: Class 16 contains 79695 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8320 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
Score: -161331248.000000 Penalty: 73281.218750
Splitting cluster 13 changes total score from -161332224.000000 to -161331248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -138214.187500 Penalty: 1760.192139
	Iteration 0F: 2 clusters Score -138214.2 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 625 members 
Entering Unmasked Estep 
Score: -136251.515625 Penalty: 3520.384277
	Iteration 0F: 3 clusters Score -136251.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -136703.765625 Penalty: 3520.384277
	Iteration 1F: 3 clusters Score -136703.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -136961.203125 Penalty: 3520.384277
	Iteration 2F: 3 clusters Score -136961.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -137136.281250 Penalty: 3520.384277
	Iteration 3F: 3 clusters Score -137136.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137348.468750 Penalty: 3520.384277
	Iteration 4F: 3 clusters Score -137348.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -137585.203125 Penalty: 3520.384277
	Iteration 5F: 3 clusters Score -137585.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -137814.359375 Penalty: 3520.384277
	Iteration 6F: 3 clusters Score -137814.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -138049.734375 Penalty: 3520.384277
	Iteration 7F: 3 clusters Score -138049.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -138195.875000 Penalty: 3520.384277
	Iteration 8Q: 3 clusters Score -138195.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -138290.234375 Penalty: 3520.384277
	Iteration 9Q: 3 clusters Score -138290.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -138309.312500 Penalty: 3520.384277
	Iteration 10Q: 3 clusters Score -138309.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -138313.515625 Penalty: 3520.384277
	Iteration 11Q: 3 clusters Score -138313.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -138313.515625 Penalty: 3520.384277
	Iteration 12F: 3 clusters Score -138313.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74319 members 
Mstep: Class 3 contains 76864 members 
Mstep: Class 4 contains 128225 members 
Mstep: Class 5 contains 161233 members 
Mstep: Class 6 contains 83849 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 145889 members 
Mstep: Class 9 contains 24254 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 156306 members 
Mstep: Class 12 contains 168184 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 15 contains 165951 members 
Mstep: Class 16 contains 79695 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8320 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
Score: -161330560.000000 Penalty: 73281.218750
Splitting cluster 14 changes total score from -161332224.000000 to -161330560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (165951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165951 members 
Entering Unmasked Estep 
Score: -21089218.000000 Penalty: 2980.823242
	Iteration 0F: 2 clusters Score -2.108922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82940 members 
Mstep: Class 2 contains 83011 members 
Entering Unmasked Estep 
Score: -20978838.000000 Penalty: 5961.646484
	Iteration 0F: 3 clusters Score -2.097884e+07 nChanged 79789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 84254 members 
Entering Unmasked Estep 
Score: -21026750.000000 Penalty: 5961.646484
	Iteration 1F: 3 clusters Score -2.102675e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -21029314.000000 Penalty: 5961.646484
	Iteration 2Q: 3 clusters Score -2.102931e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78914 members 
Mstep: Class 2 contains 87037 members 
Entering Unmasked Estep 
Score: -21033530.000000 Penalty: 5961.646484
	Iteration 3Q: 3 clusters Score -2.103353e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75902 members 
Mstep: Class 2 contains 90049 members 
Entering Unmasked Estep 
Score: -21040364.000000 Penalty: 5961.646484
	Iteration 4F: 3 clusters Score -2.104036e+07 nChanged 12251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71571 members 
Mstep: Class 2 contains 94380 members 
Entering Unmasked Estep 
Score: -21050138.000000 Penalty: 5961.646484
	Iteration 5F: 3 clusters Score -2.105014e+07 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -21060878.000000 Penalty: 5961.646484
	Iteration 6F: 3 clusters Score -2.106088e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 103524 members 
Entering Unmasked Estep 
Score: -21068660.000000 Penalty: 5961.646484
	Iteration 7F: 3 clusters Score -2.106866e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 106657 members 
Entering Unmasked Estep 
Score: -21071978.000000 Penalty: 5961.646484
	Iteration 8Q: 3 clusters Score -2.107198e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 109386 members 
Entering Unmasked Estep 
Score: -21073526.000000 Penalty: 5961.646484
	Iteration 9Q: 3 clusters Score -2.107353e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 112168 members 
Entering Unmasked Estep 
Score: -21074872.000000 Penalty: 5961.646484
	Iteration 10Q: 3 clusters Score -2.107487e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 114831 members 
Entering Unmasked Estep 
Score: -21075884.000000 Penalty: 5961.646484
	Iteration 11Q: 3 clusters Score -2.107588e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 117407 members 
Entering Unmasked Estep 
Score: -21076796.000000 Penalty: 5961.646484
	Iteration 12Q: 3 clusters Score -2.10768e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 119913 members 
Entering Unmasked Estep 
Score: -21077896.000000 Penalty: 5961.646484
	Iteration 13Q: 3 clusters Score -2.10779e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 122446 members 
Entering Unmasked Estep 
Score: -21078954.000000 Penalty: 5961.646484
	Iteration 14Q: 3 clusters Score -2.107895e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 124939 members 
Entering Unmasked Estep 
Score: -21079880.000000 Penalty: 5961.646484
	Iteration 15Q: 3 clusters Score -2.107988e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 127369 members 
Entering Unmasked Estep 
Score: -21080678.000000 Penalty: 5961.646484
	Iteration 16Q: 3 clusters Score -2.108068e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 129659 members 
Entering Unmasked Estep 
Score: -21081496.000000 Penalty: 5961.646484
	Iteration 17Q: 3 clusters Score -2.10815e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 131848 members 
Entering Unmasked Estep 
Score: -21082138.000000 Penalty: 5961.646484
	Iteration 18Q: 3 clusters Score -2.108214e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 133968 members 
Entering Unmasked Estep 
Score: -21082912.000000 Penalty: 5961.646484
	Iteration 19Q: 3 clusters Score -2.108291e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 136007 members 
Entering Unmasked Estep 
Score: -21083678.000000 Penalty: 5961.646484
	Iteration 20F: 3 clusters Score -2.108368e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 137985 members 
Entering Unmasked Estep 
Score: -21084388.000000 Penalty: 5961.646484
	Iteration 21Q: 3 clusters Score -2.108439e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 139768 members 
Entering Unmasked Estep 
Score: -21084890.000000 Penalty: 5961.646484
	Iteration 22Q: 3 clusters Score -2.108489e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 141409 members 
Entering Unmasked Estep 
Score: -21085418.000000 Penalty: 5961.646484
	Iteration 23Q: 3 clusters Score -2.108542e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 142883 members 
Entering Unmasked Estep 
Score: -21085934.000000 Penalty: 5961.646484
	Iteration 24Q: 3 clusters Score -2.108593e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 144196 members 
Entering Unmasked Estep 
Score: -21086366.000000 Penalty: 5961.646484
	Iteration 25Q: 3 clusters Score -2.108637e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 145381 members 
Entering Unmasked Estep 
Score: -21086756.000000 Penalty: 5961.646484
	Iteration 26Q: 3 clusters Score -2.108676e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 146471 members 
Entering Unmasked Estep 
Score: -21087120.000000 Penalty: 5961.646484
	Iteration 27Q: 3 clusters Score -2.108712e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 147502 members 
Entering Unmasked Estep 
Score: -21087354.000000 Penalty: 5961.646484
	Iteration 28Q: 3 clusters Score -2.108735e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 148487 members 
Entering Unmasked Estep 
Score: -21087578.000000 Penalty: 5961.646484
	Iteration 29Q: 3 clusters Score -2.108758e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 149376 members 
Entering Unmasked Estep 
Score: -21087772.000000 Penalty: 5961.646484
	Iteration 30Q: 3 clusters Score -2.108777e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 150206 members 
Entering Unmasked Estep 
Score: -21087900.000000 Penalty: 5961.646484
	Iteration 31Q: 3 clusters Score -2.10879e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 150956 members 
Entering Unmasked Estep 
Score: -21088122.000000 Penalty: 5961.646484
	Iteration 32Q: 3 clusters Score -2.108812e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 151636 members 
Entering Unmasked Estep 
Score: -21088276.000000 Penalty: 5961.646484
	Iteration 33Q: 3 clusters Score -2.108828e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 152270 members 
Entering Unmasked Estep 
Score: -21088316.000000 Penalty: 5961.646484
	Iteration 34Q: 3 clusters Score -2.108832e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 152814 members 
Entering Unmasked Estep 
Score: -21088436.000000 Penalty: 5961.646484
	Iteration 35Q: 3 clusters Score -2.108844e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 153327 members 
Entering Unmasked Estep 
Score: -21088548.000000 Penalty: 5961.646484
	Iteration 36Q: 3 clusters Score -2.108855e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 153785 members 
Entering Unmasked Estep 
Score: -21088566.000000 Penalty: 5961.646484
	Iteration 37Q: 3 clusters Score -2.108857e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 154228 members 
Entering Unmasked Estep 
Score: -21088666.000000 Penalty: 5961.646484
	Iteration 38Q: 3 clusters Score -2.108867e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 154662 members 
Entering Unmasked Estep 
Score: -21088692.000000 Penalty: 5961.646484
	Iteration 39Q: 3 clusters Score -2.108869e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 155045 members 
Entering Unmasked Estep 
Score: -21088758.000000 Penalty: 5961.646484
	Iteration 40F: 3 clusters Score -2.108876e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 155396 members 
Entering Unmasked Estep 
Score: -21088830.000000 Penalty: 5961.646484
	Iteration 41Q: 3 clusters Score -2.108883e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 155703 members 
Entering Unmasked Estep 
Score: -21088858.000000 Penalty: 5961.646484
	Iteration 42Q: 3 clusters Score -2.108886e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 155978 members 
Entering Unmasked Estep 
Score: -21088882.000000 Penalty: 5961.646484
	Iteration 43Q: 3 clusters Score -2.108888e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 156234 members 
Entering Unmasked Estep 
Score: -21088886.000000 Penalty: 5961.646484
	Iteration 44Q: 3 clusters Score -2.108889e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 156459 members 
Entering Unmasked Estep 
Score: -21088862.000000 Penalty: 5961.646484
	Iteration 45Q: 3 clusters Score -2.108886e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 156644 members 
Entering Unmasked Estep 
Score: -21088888.000000 Penalty: 5961.646484
	Iteration 46Q: 3 clusters Score -2.108889e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 156826 members 
Entering Unmasked Estep 
Score: -21088870.000000 Penalty: 5961.646484
	Iteration 47Q: 3 clusters Score -2.108887e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 156983 members 
Entering Unmasked Estep 
Score: -21088898.000000 Penalty: 5961.646484
	Iteration 48Q: 3 clusters Score -2.10889e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 157137 members 
Entering Unmasked Estep 
Score: -21088908.000000 Penalty: 5961.646484
	Iteration 49Q: 3 clusters Score -2.108891e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 157275 members 
Entering Unmasked Estep 
Score: -21088892.000000 Penalty: 5961.646484
	Iteration 50Q: 3 clusters Score -2.108889e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 157407 members 
Entering Unmasked Estep 
Score: -21088872.000000 Penalty: 5961.646484
	Iteration 51Q: 3 clusters Score -2.108887e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 157522 members 
Entering Unmasked Estep 
Score: -21088832.000000 Penalty: 5961.646484
	Iteration 52Q: 3 clusters Score -2.108883e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 157624 members 
Entering Unmasked Estep 
Score: -21088858.000000 Penalty: 5961.646484
	Iteration 53Q: 3 clusters Score -2.108886e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 157718 members 
Entering Unmasked Estep 
Score: -21088866.000000 Penalty: 5961.646484
	Iteration 54Q: 3 clusters Score -2.108887e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 157820 members 
Entering Unmasked Estep 
Score: -21088862.000000 Penalty: 5961.646484
	Iteration 55Q: 3 clusters Score -2.108886e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 157923 members 
Entering Unmasked Estep 
Score: -21088888.000000 Penalty: 5961.646484
	Iteration 56Q: 3 clusters Score -2.108889e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 158023 members 
Entering Unmasked Estep 
Score: -21088914.000000 Penalty: 5961.646484
	Iteration 57Q: 3 clusters Score -2.108891e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 158108 members 
Entering Unmasked Estep 
Score: -21088882.000000 Penalty: 5961.646484
	Iteration 58Q: 3 clusters Score -2.108888e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 158186 members 
Entering Unmasked Estep 
Score: -21088886.000000 Penalty: 5961.646484
	Iteration 59Q: 3 clusters Score -2.108889e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 158264 members 
Entering Unmasked Estep 
Score: -21088918.000000 Penalty: 5961.646484
	Iteration 60F: 3 clusters Score -2.108892e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 158337 members 
Entering Unmasked Estep 
Score: -21088904.000000 Penalty: 5961.646484
	Iteration 61Q: 3 clusters Score -2.10889e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 158407 members 
Entering Unmasked Estep 
Score: -21088904.000000 Penalty: 5961.646484
	Iteration 62Q: 3 clusters Score -2.10889e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 158474 members 
Entering Unmasked Estep 
Score: -21088866.000000 Penalty: 5961.646484
	Iteration 63Q: 3 clusters Score -2.108887e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 158550 members 
Entering Unmasked Estep 
Score: -21088850.000000 Penalty: 5961.646484
	Iteration 64Q: 3 clusters Score -2.108885e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 158623 members 
Entering Unmasked Estep 
Score: -21088840.000000 Penalty: 5961.646484
	Iteration 65Q: 3 clusters Score -2.108884e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 158675 members 
Entering Unmasked Estep 
Score: -21088842.000000 Penalty: 5961.646484
	Iteration 66Q: 3 clusters Score -2.108884e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 158726 members 
Entering Unmasked Estep 
Score: -21088878.000000 Penalty: 5961.646484
	Iteration 67Q: 3 clusters Score -2.108888e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 158787 members 
Entering Unmasked Estep 
Score: -21088888.000000 Penalty: 5961.646484
	Iteration 68Q: 3 clusters Score -2.108889e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 158831 members 
Entering Unmasked Estep 
Score: -21088910.000000 Penalty: 5961.646484
	Iteration 69Q: 3 clusters Score -2.108891e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 158876 members 
Entering Unmasked Estep 
Score: -21088878.000000 Penalty: 5961.646484
	Iteration 70Q: 3 clusters Score -2.108888e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 158917 members 
Entering Unmasked Estep 
Score: -21088890.000000 Penalty: 5961.646484
	Iteration 71Q: 3 clusters Score -2.108889e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 158951 members 
Entering Unmasked Estep 
Score: -21088880.000000 Penalty: 5961.646484
	Iteration 72Q: 3 clusters Score -2.108888e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 158986 members 
Entering Unmasked Estep 
Score: -21088856.000000 Penalty: 5961.646484
	Iteration 73Q: 3 clusters Score -2.108886e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 159020 members 
Entering Unmasked Estep 
Score: -21088854.000000 Penalty: 5961.646484
	Iteration 74Q: 3 clusters Score -2.108885e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 159055 members 
Entering Unmasked Estep 
Score: -21088842.000000 Penalty: 5961.646484
	Iteration 75Q: 3 clusters Score -2.108884e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 159091 members 
Entering Unmasked Estep 
Score: -21088840.000000 Penalty: 5961.646484
	Iteration 76Q: 3 clusters Score -2.108884e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 159126 members 
Entering Unmasked Estep 
Score: -21088858.000000 Penalty: 5961.646484
	Iteration 77Q: 3 clusters Score -2.108886e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 159168 members 
Entering Unmasked Estep 
Score: -21088854.000000 Penalty: 5961.646484
	Iteration 78Q: 3 clusters Score -2.108885e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 159212 members 
Entering Unmasked Estep 
Score: -21088846.000000 Penalty: 5961.646484
	Iteration 79Q: 3 clusters Score -2.108885e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 159252 members 
Entering Unmasked Estep 
Score: -21088842.000000 Penalty: 5961.646484
	Iteration 80F: 3 clusters Score -2.108884e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 159292 members 
Entering Unmasked Estep 
Score: -21088848.000000 Penalty: 5961.646484
	Iteration 81Q: 3 clusters Score -2.108885e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 159332 members 
Entering Unmasked Estep 
Score: -21088830.000000 Penalty: 5961.646484
	Iteration 82Q: 3 clusters Score -2.108883e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 159360 members 
Entering Unmasked Estep 
Score: -21088866.000000 Penalty: 5961.646484
	Iteration 83Q: 3 clusters Score -2.108887e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 159380 members 
Entering Unmasked Estep 
Score: -21088874.000000 Penalty: 5961.646484
	Iteration 84Q: 3 clusters Score -2.108887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 159394 members 
Entering Unmasked Estep 
Score: -21088876.000000 Penalty: 5961.646484
	Iteration 85Q: 3 clusters Score -2.108888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 159412 members 
Entering Unmasked Estep 
Score: -21088862.000000 Penalty: 5961.646484
	Iteration 86Q: 3 clusters Score -2.108886e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 159435 members 
Entering Unmasked Estep 
Score: -21088866.000000 Penalty: 5961.646484
	Iteration 87Q: 3 clusters Score -2.108887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 159446 members 
Entering Unmasked Estep 
Score: -21088866.000000 Penalty: 5961.646484
	Iteration 88Q: 3 clusters Score -2.108887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 159452 members 
Entering Unmasked Estep 
Score: -21088852.000000 Penalty: 5961.646484
	Iteration 89Q: 3 clusters Score -2.108885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 159455 members 
Entering Unmasked Estep 
Score: -21088850.000000 Penalty: 5961.646484
	Iteration 90Q: 3 clusters Score -2.108885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 159459 members 
Entering Unmasked Estep 
Score: -21088852.000000 Penalty: 5961.646484
	Iteration 91Q: 3 clusters Score -2.108885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 159464 members 
Entering Unmasked Estep 
Score: -21088840.000000 Penalty: 5961.646484
	Iteration 92Q: 3 clusters Score -2.108884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 159464 members 
Entering Unmasked Estep 
Score: -21088840.000000 Penalty: 5961.646484
	Iteration 93F: 3 clusters Score -2.108884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79695 members 
Entering Unmasked Estep 
Score: -10098486.000000 Penalty: 2798.918701
	Iteration 0F: 2 clusters Score -1.009849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -10045028.000000 Penalty: 5597.837402
	Iteration 0F: 3 clusters Score -1.004503e+07 nChanged 37589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -10066143.000000 Penalty: 5597.837402
	Iteration 1F: 3 clusters Score -1.006614e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -10067167.000000 Penalty: 5597.837402
	Iteration 2Q: 3 clusters Score -1.006717e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -10068849.000000 Penalty: 5597.837402
	Iteration 3Q: 3 clusters Score -1.006885e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -10071680.000000 Penalty: 5597.837402
	Iteration 4F: 3 clusters Score -1.007168e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -10076179.000000 Penalty: 5597.837402
	Iteration 5F: 3 clusters Score -1.007618e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -10082015.000000 Penalty: 5597.837402
	Iteration 6F: 3 clusters Score -1.008202e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -10087784.000000 Penalty: 5597.837402
	Iteration 7F: 3 clusters Score -1.008778e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 69653 members 
Entering Unmasked Estep 
Score: -10092502.000000 Penalty: 5597.837402
	Iteration 8F: 3 clusters Score -1.00925e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -10095524.000000 Penalty: 5597.837402
	Iteration 9Q: 3 clusters Score -1.009552e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -10096784.000000 Penalty: 5597.837402
	Iteration 10Q: 3 clusters Score -1.009678e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -10097303.000000 Penalty: 5597.837402
	Iteration 11Q: 3 clusters Score -1.00973e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 74381 members 
Entering Unmasked Estep 
Score: -10097614.000000 Penalty: 5597.837402
	Iteration 12Q: 3 clusters Score -1.009761e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 74734 members 
Entering Unmasked Estep 
Score: -10097789.000000 Penalty: 5597.837402
	Iteration 13Q: 3 clusters Score -1.009779e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 75037 members 
Entering Unmasked Estep 
Score: -10097910.000000 Penalty: 5597.837402
	Iteration 14Q: 3 clusters Score -1.009791e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 75279 members 
Entering Unmasked Estep 
Score: -10097999.000000 Penalty: 5597.837402
	Iteration 15Q: 3 clusters Score -1.0098e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -10098027.000000 Penalty: 5597.837402
	Iteration 16Q: 3 clusters Score -1.009803e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 75595 members 
Entering Unmasked Estep 
Score: -10098055.000000 Penalty: 5597.837402
	Iteration 17Q: 3 clusters Score -1.009806e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 75694 members 
Entering Unmasked Estep 
Score: -10098077.000000 Penalty: 5597.837402
	Iteration 18Q: 3 clusters Score -1.009808e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -10098075.000000 Penalty: 5597.837402
	Iteration 19Q: 3 clusters Score -1.009808e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 75842 members 
Entering Unmasked Estep 
Score: -10098073.000000 Penalty: 5597.837402
	Iteration 20F: 3 clusters Score -1.009807e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 75902 members 
Entering Unmasked Estep 
Score: -10098078.000000 Penalty: 5597.837402
	Iteration 21Q: 3 clusters Score -1.009808e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 75948 members 
Entering Unmasked Estep 
Score: -10098096.000000 Penalty: 5597.837402
	Iteration 22Q: 3 clusters Score -1.00981e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -10098085.000000 Penalty: 5597.837402
	Iteration 23Q: 3 clusters Score -1.009808e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 76005 members 
Entering Unmasked Estep 
Score: -10098098.000000 Penalty: 5597.837402
	Iteration 24Q: 3 clusters Score -1.00981e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 76028 members 
Entering Unmasked Estep 
Score: -10098109.000000 Penalty: 5597.837402
	Iteration 25Q: 3 clusters Score -1.009811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -10098095.000000 Penalty: 5597.837402
	Iteration 26Q: 3 clusters Score -1.00981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 76050 members 
Entering Unmasked Estep 
Score: -10098084.000000 Penalty: 5597.837402
	Iteration 27Q: 3 clusters Score -1.009808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -10098093.000000 Penalty: 5597.837402
	Iteration 28Q: 3 clusters Score -1.009809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 76067 members 
Entering Unmasked Estep 
Score: -10098089.000000 Penalty: 5597.837402
	Iteration 29Q: 3 clusters Score -1.009809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 76075 members 
Entering Unmasked Estep 
Score: -10098095.000000 Penalty: 5597.837402
	Iteration 30Q: 3 clusters Score -1.00981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 76080 members 
Entering Unmasked Estep 
Score: -10098098.000000 Penalty: 5597.837402
	Iteration 31Q: 3 clusters Score -1.00981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 76087 members 
Entering Unmasked Estep 
Score: -10098102.000000 Penalty: 5597.837402
	Iteration 32Q: 3 clusters Score -1.00981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 76094 members 
Entering Unmasked Estep 
Score: -10098096.000000 Penalty: 5597.837402
	Iteration 33Q: 3 clusters Score -1.00981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -10098099.000000 Penalty: 5597.837402
	Iteration 34Q: 3 clusters Score -1.00981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 76110 members 
Entering Unmasked Estep 
Score: -10098099.000000 Penalty: 5597.837402
	Iteration 35Q: 3 clusters Score -1.00981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 76118 members 
Entering Unmasked Estep 
Score: -10098096.000000 Penalty: 5597.837402
	Iteration 36Q: 3 clusters Score -1.00981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 76121 members 
Entering Unmasked Estep 
Score: -10098101.000000 Penalty: 5597.837402
	Iteration 37Q: 3 clusters Score -1.00981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 76126 members 
Entering Unmasked Estep 
Score: -10098102.000000 Penalty: 5597.837402
	Iteration 38Q: 3 clusters Score -1.00981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -10098107.000000 Penalty: 5597.837402
	Iteration 39Q: 3 clusters Score -1.009811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 76130 members 
Entering Unmasked Estep 
Score: -10098100.000000 Penalty: 5597.837402
	Iteration 40F: 3 clusters Score -1.00981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 76134 members 
Entering Unmasked Estep 
Score: -10098094.000000 Penalty: 5597.837402
	Iteration 41Q: 3 clusters Score -1.009809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -10098100.000000 Penalty: 5597.837402
	Iteration 42Q: 3 clusters Score -1.00981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 76143 members 
Entering Unmasked Estep 
Score: -10098112.000000 Penalty: 5597.837402
	Iteration 43Q: 3 clusters Score -1.009811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -10098111.000000 Penalty: 5597.837402
	Iteration 44Q: 3 clusters Score -1.009811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 76146 members 
Entering Unmasked Estep 
Score: -10098117.000000 Penalty: 5597.837402
	Iteration 45Q: 3 clusters Score -1.009812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -10098116.000000 Penalty: 5597.837402
	Iteration 46Q: 3 clusters Score -1.009812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 76149 members 
Entering Unmasked Estep 
Score: -10098107.000000 Penalty: 5597.837402
	Iteration 47Q: 3 clusters Score -1.009811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 76149 members 
Entering Unmasked Estep 
Score: -10098107.000000 Penalty: 5597.837402
	Iteration 48F: 3 clusters Score -1.009811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -81088.343750 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -81088.34 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 391 members 
Entering Unmasked Estep 
Score: -79399.929688 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -79399.93 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -79918.859375 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -79918.86 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -80303.460938 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -80303.46 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -80664.562500 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -80664.56 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -80997.000000 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -80997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -81485.453125 Penalty: 3312.457520
	Iteration 5F: 3 clusters Score -81485.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -81803.179688 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -81803.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -81846.632812 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -81846.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -81863.578125 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -81863.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -81868.171875 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -81868.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -81870.492188 Penalty: 3312.457520
	Iteration 10F: 3 clusters Score -81870.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -81875.734375 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -81875.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -81881.609375 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -81881.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -81915.234375 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -81915.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -81946.687500 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -81946.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -81946.687500 Penalty: 3312.457520
	Iteration 15F: 3 clusters Score -81946.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74319 members 
Mstep: Class 3 contains 76864 members 
Mstep: Class 4 contains 128225 members 
Mstep: Class 5 contains 161233 members 
Mstep: Class 6 contains 83849 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 145889 members 
Mstep: Class 9 contains 24254 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 156306 members 
Mstep: Class 12 contains 168184 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 165951 members 
Mstep: Class 16 contains 79695 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8320 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
Score: -161331328.000000 Penalty: 73281.218750
Splitting cluster 17 changes total score from -161332224.000000 to -161331328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Entering Unmasked Estep 
Score: -251235.640625 Penalty: 1887.859497
	Iteration 0F: 2 clusters Score -251235.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -248595.859375 Penalty: 3775.718994
	Iteration 0F: 3 clusters Score -248595.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -249050.531250 Penalty: 3775.718994
	Iteration 1F: 3 clusters Score -249050.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -249177.234375 Penalty: 3775.718994
	Iteration 2F: 3 clusters Score -249177.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -249253.359375 Penalty: 3775.718994
	Iteration 3Q: 3 clusters Score -249253.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -249296.656250 Penalty: 3775.718994
	Iteration 4Q: 3 clusters Score -249296.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -249321.937500 Penalty: 3775.718994
	Iteration 5Q: 3 clusters Score -249321.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -249335.187500 Penalty: 3775.718994
	Iteration 6Q: 3 clusters Score -249335.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -249341.828125 Penalty: 3775.718994
	Iteration 7Q: 3 clusters Score -249341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -249344.453125 Penalty: 3775.718994
	Iteration 8Q: 3 clusters Score -249344.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -249349.937500 Penalty: 3775.718994
	Iteration 9Q: 3 clusters Score -249349.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -249360.796875 Penalty: 3775.718994
	Iteration 10Q: 3 clusters Score -249360.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -249370.796875 Penalty: 3775.718994
	Iteration 11Q: 3 clusters Score -249370.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -249384.578125 Penalty: 3775.718994
	Iteration 12Q: 3 clusters Score -249384.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -249395.218750 Penalty: 3775.718994
	Iteration 13Q: 3 clusters Score -249395.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -249407.765625 Penalty: 3775.718994
	Iteration 14Q: 3 clusters Score -249407.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -249418.515625 Penalty: 3775.718994
	Iteration 15Q: 3 clusters Score -249418.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -249425.500000 Penalty: 3775.718994
	Iteration 16Q: 3 clusters Score -249425.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -249427.812500 Penalty: 3775.718994
	Iteration 17Q: 3 clusters Score -249427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -249429.046875 Penalty: 3775.718994
	Iteration 18Q: 3 clusters Score -249429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -249429.484375 Penalty: 3775.718994
	Iteration 19Q: 3 clusters Score -249429.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -249430.437500 Penalty: 3775.718994
	Iteration 20F: 3 clusters Score -249430.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -249431.187500 Penalty: 3775.718994
	Iteration 21Q: 3 clusters Score -249431.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -249431.187500 Penalty: 3775.718994
	Iteration 22F: 3 clusters Score -249431.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Entering Unmasked Estep 
Score: -1005256.750000 Penalty: 2238.551514
	Iteration 0F: 2 clusters Score -1005257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -998710.625000 Penalty: 4477.103027
	Iteration 0F: 3 clusters Score -998710.6 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1000594.750000 Penalty: 4477.103027
	Iteration 1F: 3 clusters Score -1000595 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1000876.187500 Penalty: 4477.103027
	Iteration 2F: 3 clusters Score -1000876 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1001131.250000 Penalty: 4477.103027
	Iteration 3F: 3 clusters Score -1001131 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1001436.812500 Penalty: 4477.103027
	Iteration 4Q: 3 clusters Score -1001437 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1001778.937500 Penalty: 4477.103027
	Iteration 5Q: 3 clusters Score -1001779 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1002109.812500 Penalty: 4477.103027
	Iteration 6F: 3 clusters Score -1002110 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1002433.812500 Penalty: 4477.103027
	Iteration 7F: 3 clusters Score -1002434 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1002720.625000 Penalty: 4477.103027
	Iteration 8F: 3 clusters Score -1002721 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1002949.625000 Penalty: 4477.103027
	Iteration 9Q: 3 clusters Score -1002950 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1003096.375000 Penalty: 4477.103027
	Iteration 10Q: 3 clusters Score -1003096 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1003186.500000 Penalty: 4477.103027
	Iteration 11Q: 3 clusters Score -1003186 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1003251.812500 Penalty: 4477.103027
	Iteration 12Q: 3 clusters Score -1003252 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1003291.187500 Penalty: 4477.103027
	Iteration 13Q: 3 clusters Score -1003291 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1003330.312500 Penalty: 4477.103027
	Iteration 14Q: 3 clusters Score -1003330 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1003360.000000 Penalty: 4477.103027
	Iteration 15Q: 3 clusters Score -1003360 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1003385.312500 Penalty: 4477.103027
	Iteration 16Q: 3 clusters Score -1003385 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1003410.000000 Penalty: 4477.103027
	Iteration 17Q: 3 clusters Score -1003410 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1003429.250000 Penalty: 4477.103027
	Iteration 18Q: 3 clusters Score -1003429 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1003440.625000 Penalty: 4477.103027
	Iteration 19Q: 3 clusters Score -1003441 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1003454.187500 Penalty: 4477.103027
	Iteration 20F: 3 clusters Score -1003454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1003462.625000 Penalty: 4477.103027
	Iteration 21Q: 3 clusters Score -1003463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1003471.750000 Penalty: 4477.103027
	Iteration 22Q: 3 clusters Score -1003472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1003477.937500 Penalty: 4477.103027
	Iteration 23Q: 3 clusters Score -1003478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1003481.625000 Penalty: 4477.103027
	Iteration 24Q: 3 clusters Score -1003482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1003486.187500 Penalty: 4477.103027
	Iteration 25Q: 3 clusters Score -1003486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1003490.750000 Penalty: 4477.103027
	Iteration 26Q: 3 clusters Score -1003491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1003490.437500 Penalty: 4477.103027
	Iteration 27Q: 3 clusters Score -1003490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1003491.937500 Penalty: 4477.103027
	Iteration 28Q: 3 clusters Score -1003492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1003494.625000 Penalty: 4477.103027
	Iteration 29Q: 3 clusters Score -1003495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1003499.500000 Penalty: 4477.103027
	Iteration 30Q: 3 clusters Score -1003500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1003502.875000 Penalty: 4477.103027
	Iteration 31Q: 3 clusters Score -1003503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1003507.125000 Penalty: 4477.103027
	Iteration 32Q: 3 clusters Score -1003507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1003508.000000 Penalty: 4477.103027
	Iteration 33Q: 3 clusters Score -1003508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1003509.812500 Penalty: 4477.103027
	Iteration 34Q: 3 clusters Score -1003510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1003512.562500 Penalty: 4477.103027
	Iteration 35Q: 3 clusters Score -1003513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1003514.000000 Penalty: 4477.103027
	Iteration 36Q: 3 clusters Score -1003514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1003514.437500 Penalty: 4477.103027
	Iteration 37Q: 3 clusters Score -1003514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1003514.937500 Penalty: 4477.103027
	Iteration 38Q: 3 clusters Score -1003515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1003517.312500 Penalty: 4477.103027
	Iteration 39Q: 3 clusters Score -1003517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1003517.187500 Penalty: 4477.103027
	Iteration 40F: 3 clusters Score -1003517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1003516.500000 Penalty: 4477.103027
	Iteration 41Q: 3 clusters Score -1003516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1003515.125000 Penalty: 4477.103027
	Iteration 42Q: 3 clusters Score -1003515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1003514.250000 Penalty: 4477.103027
	Iteration 43Q: 3 clusters Score -1003514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1003516.625000 Penalty: 4477.103027
	Iteration 44Q: 3 clusters Score -1003517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1003518.187500 Penalty: 4477.103027
	Iteration 45Q: 3 clusters Score -1003518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1003518.750000 Penalty: 4477.103027
	Iteration 46Q: 3 clusters Score -1003519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1003523.062500 Penalty: 4477.103027
	Iteration 47Q: 3 clusters Score -1003523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1003524.000000 Penalty: 4477.103027
	Iteration 48Q: 3 clusters Score -1003524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1003525.625000 Penalty: 4477.103027
	Iteration 49Q: 3 clusters Score -1003526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1003528.187500 Penalty: 4477.103027
	Iteration 50Q: 3 clusters Score -1003528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1003530.125000 Penalty: 4477.103027
	Iteration 51Q: 3 clusters Score -1003530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1003532.500000 Penalty: 4477.103027
	Iteration 52Q: 3 clusters Score -1003532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1003531.437500 Penalty: 4477.103027
	Iteration 53Q: 3 clusters Score -1003531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1003532.562500 Penalty: 4477.103027
	Iteration 54Q: 3 clusters Score -1003533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1003533.000000 Penalty: 4477.103027
	Iteration 55Q: 3 clusters Score -1003533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1003537.062500 Penalty: 4477.103027
	Iteration 56Q: 3 clusters Score -1003537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1003535.812500 Penalty: 4477.103027
	Iteration 57Q: 3 clusters Score -1003536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1003537.250000 Penalty: 4477.103027
	Iteration 58Q: 3 clusters Score -1003537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1003538.312500 Penalty: 4477.103027
	Iteration 59Q: 3 clusters Score -1003538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1003539.875000 Penalty: 4477.103027
	Iteration 60F: 3 clusters Score -1003540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1003542.000000 Penalty: 4477.103027
	Iteration 61Q: 3 clusters Score -1003542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1003544.312500 Penalty: 4477.103027
	Iteration 62Q: 3 clusters Score -1003544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1003547.562500 Penalty: 4477.103027
	Iteration 63Q: 3 clusters Score -1003548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1003551.000000 Penalty: 4477.103027
	Iteration 64Q: 3 clusters Score -1003551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1003555.125000 Penalty: 4477.103027
	Iteration 65Q: 3 clusters Score -1003555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1003560.125000 Penalty: 4477.103027
	Iteration 66Q: 3 clusters Score -1003560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1003564.250000 Penalty: 4477.103027
	Iteration 67Q: 3 clusters Score -1003564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1003571.625000 Penalty: 4477.103027
	Iteration 68Q: 3 clusters Score -1003572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1003576.812500 Penalty: 4477.103027
	Iteration 69Q: 3 clusters Score -1003577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1003583.187500 Penalty: 4477.103027
	Iteration 70Q: 3 clusters Score -1003583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1003590.812500 Penalty: 4477.103027
	Iteration 71Q: 3 clusters Score -1003591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1003592.687500 Penalty: 4477.103027
	Iteration 72Q: 3 clusters Score -1003593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1003601.312500 Penalty: 4477.103027
	Iteration 73Q: 3 clusters Score -1003601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1003604.562500 Penalty: 4477.103027
	Iteration 74Q: 3 clusters Score -1003605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1003608.562500 Penalty: 4477.103027
	Iteration 75Q: 3 clusters Score -1003609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1003613.625000 Penalty: 4477.103027
	Iteration 76Q: 3 clusters Score -1003614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1003621.937500 Penalty: 4477.103027
	Iteration 77Q: 3 clusters Score -1003622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1003629.062500 Penalty: 4477.103027
	Iteration 78Q: 3 clusters Score -1003629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1003633.250000 Penalty: 4477.103027
	Iteration 79Q: 3 clusters Score -1003633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1003643.625000 Penalty: 4477.103027
	Iteration 80F: 3 clusters Score -1003644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1003656.750000 Penalty: 4477.103027
	Iteration 81Q: 3 clusters Score -1003657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1003664.125000 Penalty: 4477.103027
	Iteration 82Q: 3 clusters Score -1003664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1003673.687500 Penalty: 4477.103027
	Iteration 83Q: 3 clusters Score -1003674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1003684.437500 Penalty: 4477.103027
	Iteration 84Q: 3 clusters Score -1003684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1003690.375000 Penalty: 4477.103027
	Iteration 85Q: 3 clusters Score -1003690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1003705.562500 Penalty: 4477.103027
	Iteration 86Q: 3 clusters Score -1003706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1003716.062500 Penalty: 4477.103027
	Iteration 87Q: 3 clusters Score -1003716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1003727.375000 Penalty: 4477.103027
	Iteration 88Q: 3 clusters Score -1003727 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1003735.937500 Penalty: 4477.103027
	Iteration 89Q: 3 clusters Score -1003736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1003745.250000 Penalty: 4477.103027
	Iteration 90Q: 3 clusters Score -1003745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1003758.500000 Penalty: 4477.103027
	Iteration 91Q: 3 clusters Score -1003758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1003769.937500 Penalty: 4477.103027
	Iteration 92Q: 3 clusters Score -1003770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1003779.750000 Penalty: 4477.103027
	Iteration 93Q: 3 clusters Score -1003780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1003787.312500 Penalty: 4477.103027
	Iteration 94Q: 3 clusters Score -1003787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1003790.500000 Penalty: 4477.103027
	Iteration 95Q: 3 clusters Score -1003790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1003800.625000 Penalty: 4477.103027
	Iteration 96Q: 3 clusters Score -1003801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1003811.062500 Penalty: 4477.103027
	Iteration 97Q: 3 clusters Score -1003811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1003824.000000 Penalty: 4477.103027
	Iteration 98Q: 3 clusters Score -1003824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1003832.500000 Penalty: 4477.103027
	Iteration 99Q: 3 clusters Score -1003832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1003840.875000 Penalty: 4477.103027
	Iteration 100F: 3 clusters Score -1003841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1003843.750000 Penalty: 4477.103027
	Iteration 101Q: 3 clusters Score -1003844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1003847.375000 Penalty: 4477.103027
	Iteration 102Q: 3 clusters Score -1003847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1003853.312500 Penalty: 4477.103027
	Iteration 103Q: 3 clusters Score -1003853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1003857.812500 Penalty: 4477.103027
	Iteration 104Q: 3 clusters Score -1003858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1003865.562500 Penalty: 4477.103027
	Iteration 105Q: 3 clusters Score -1003866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1003869.375000 Penalty: 4477.103027
	Iteration 106Q: 3 clusters Score -1003869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1003874.625000 Penalty: 4477.103027
	Iteration 107Q: 3 clusters Score -1003875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1003879.875000 Penalty: 4477.103027
	Iteration 108Q: 3 clusters Score -1003880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1003878.937500 Penalty: 4477.103027
	Iteration 109Q: 3 clusters Score -1003879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1003881.437500 Penalty: 4477.103027
	Iteration 110Q: 3 clusters Score -1003881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1003885.625000 Penalty: 4477.103027
	Iteration 111Q: 3 clusters Score -1003886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1003887.625000 Penalty: 4477.103027
	Iteration 112Q: 3 clusters Score -1003888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1003891.250000 Penalty: 4477.103027
	Iteration 113Q: 3 clusters Score -1003891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1003896.625000 Penalty: 4477.103027
	Iteration 114Q: 3 clusters Score -1003897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1003899.312500 Penalty: 4477.103027
	Iteration 115Q: 3 clusters Score -1003899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1003905.000000 Penalty: 4477.103027
	Iteration 116Q: 3 clusters Score -1003905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1003906.562500 Penalty: 4477.103027
	Iteration 117Q: 3 clusters Score -1003907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1003909.187500 Penalty: 4477.103027
	Iteration 118Q: 3 clusters Score -1003909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1003913.312500 Penalty: 4477.103027
	Iteration 119Q: 3 clusters Score -1003913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1003914.500000 Penalty: 4477.103027
	Iteration 120F: 3 clusters Score -1003914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1003919.375000 Penalty: 4477.103027
	Iteration 121Q: 3 clusters Score -1003919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1003920.687500 Penalty: 4477.103027
	Iteration 122Q: 3 clusters Score -1003921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1003920.750000 Penalty: 4477.103027
	Iteration 123Q: 3 clusters Score -1003921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1003920.625000 Penalty: 4477.103027
	Iteration 124Q: 3 clusters Score -1003921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1003920.000000 Penalty: 4477.103027
	Iteration 125Q: 3 clusters Score -1003920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1003921.937500 Penalty: 4477.103027
	Iteration 126Q: 3 clusters Score -1003922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1003921.812500 Penalty: 4477.103027
	Iteration 127Q: 3 clusters Score -1003922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1003923.312500 Penalty: 4477.103027
	Iteration 128Q: 3 clusters Score -1003923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1003923.562500 Penalty: 4477.103027
	Iteration 129Q: 3 clusters Score -1003924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1003924.937500 Penalty: 4477.103027
	Iteration 130Q: 3 clusters Score -1003925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1003924.312500 Penalty: 4477.103027
	Iteration 131Q: 3 clusters Score -1003924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1003922.250000 Penalty: 4477.103027
	Iteration 132Q: 3 clusters Score -1003922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1003923.937500 Penalty: 4477.103027
	Iteration 133Q: 3 clusters Score -1003924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1003926.750000 Penalty: 4477.103027
	Iteration 134Q: 3 clusters Score -1003927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1003926.062500 Penalty: 4477.103027
	Iteration 135Q: 3 clusters Score -1003926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1003927.125000 Penalty: 4477.103027
	Iteration 136Q: 3 clusters Score -1003927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1003928.062500 Penalty: 4477.103027
	Iteration 137Q: 3 clusters Score -1003928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1003928.375000 Penalty: 4477.103027
	Iteration 138Q: 3 clusters Score -1003928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1003930.125000 Penalty: 4477.103027
	Iteration 139Q: 3 clusters Score -1003930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1003928.750000 Penalty: 4477.103027
	Iteration 140F: 3 clusters Score -1003929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1003931.125000 Penalty: 4477.103027
	Iteration 141Q: 3 clusters Score -1003931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1003934.687500 Penalty: 4477.103027
	Iteration 142Q: 3 clusters Score -1003935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1003935.375000 Penalty: 4477.103027
	Iteration 143Q: 3 clusters Score -1003935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1003936.375000 Penalty: 4477.103027
	Iteration 144Q: 3 clusters Score -1003936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1003935.187500 Penalty: 4477.103027
	Iteration 145Q: 3 clusters Score -1003935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1003938.500000 Penalty: 4477.103027
	Iteration 146Q: 3 clusters Score -1003938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1003939.750000 Penalty: 4477.103027
	Iteration 147Q: 3 clusters Score -1003940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1003938.500000 Penalty: 4477.103027
	Iteration 148Q: 3 clusters Score -1003938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1003939.375000 Penalty: 4477.103027
	Iteration 149Q: 3 clusters Score -1003939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1003943.812500 Penalty: 4477.103027
	Iteration 150Q: 3 clusters Score -1003944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1003944.125000 Penalty: 4477.103027
	Iteration 151Q: 3 clusters Score -1003944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1003944.875000 Penalty: 4477.103027
	Iteration 152Q: 3 clusters Score -1003945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1003945.187500 Penalty: 4477.103027
	Iteration 153Q: 3 clusters Score -1003945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1003947.812500 Penalty: 4477.103027
	Iteration 154Q: 3 clusters Score -1003948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1003947.937500 Penalty: 4477.103027
	Iteration 155Q: 3 clusters Score -1003948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1003948.250000 Penalty: 4477.103027
	Iteration 156Q: 3 clusters Score -1003948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1003948.250000 Penalty: 4477.103027
	Iteration 157F: 3 clusters Score -1003948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -62666.695312 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -62666.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61019.636719 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -61019.64 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61476.882812 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -61476.88 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61801.886719 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -61801.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62006.546875 Penalty: 3193.917725
	Iteration 3F: 3 clusters Score -62006.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62218.386719 Penalty: 3193.917725
	Iteration 4F: 3 clusters Score -62218.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -62394.207031 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -62394.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62624.945312 Penalty: 3193.917725
	Iteration 6F: 3 clusters Score -62624.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63023.886719 Penalty: 3193.917725
	Iteration 7F: 3 clusters Score -63023.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -63235.531250 Penalty: 3193.917725
	Iteration 8F: 3 clusters Score -63235.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -63370.554688 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -63370.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -63444.941406 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -63444.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -63514.656250 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -63514.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -63517.800781 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -63517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -63517.800781 Penalty: 3193.917725
	Iteration 13F: 3 clusters Score -63517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74319 members 
Mstep: Class 3 contains 76864 members 
Mstep: Class 4 contains 128225 members 
Mstep: Class 5 contains 161233 members 
Mstep: Class 6 contains 83849 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 145889 members 
Mstep: Class 9 contains 24254 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 156306 members 
Mstep: Class 12 contains 168184 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 165951 members 
Mstep: Class 16 contains 79695 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8320 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
Score: -161331408.000000 Penalty: 73281.218750
Splitting cluster 20 changes total score from -161332224.000000 to -161331408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Entering Unmasked Estep 
Score: -266024.281250 Penalty: 1900.291992
	Iteration 0F: 2 clusters Score -266024.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -263306.218750 Penalty: 3800.583984
	Iteration 0F: 3 clusters Score -263306.2 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -263789.031250 Penalty: 3800.583984
	Iteration 1F: 3 clusters Score -263789 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -263896.093750 Penalty: 3800.583984
	Iteration 2F: 3 clusters Score -263896.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -263953.093750 Penalty: 3800.583984
	Iteration 3Q: 3 clusters Score -263953.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -263998.062500 Penalty: 3800.583984
	Iteration 4Q: 3 clusters Score -263998.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -264025.750000 Penalty: 3800.583984
	Iteration 5Q: 3 clusters Score -264025.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -264045.093750 Penalty: 3800.583984
	Iteration 6Q: 3 clusters Score -264045.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -264057.843750 Penalty: 3800.583984
	Iteration 7Q: 3 clusters Score -264057.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -264065.812500 Penalty: 3800.583984
	Iteration 8Q: 3 clusters Score -264065.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -264074.593750 Penalty: 3800.583984
	Iteration 9Q: 3 clusters Score -264074.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -264081.625000 Penalty: 3800.583984
	Iteration 10Q: 3 clusters Score -264081.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -264084.593750 Penalty: 3800.583984
	Iteration 11Q: 3 clusters Score -264084.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -264088.375000 Penalty: 3800.583984
	Iteration 12Q: 3 clusters Score -264088.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -264092.718750 Penalty: 3800.583984
	Iteration 13Q: 3 clusters Score -264092.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -264094.906250 Penalty: 3800.583984
	Iteration 14Q: 3 clusters Score -264094.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -264098.343750 Penalty: 3800.583984
	Iteration 15Q: 3 clusters Score -264098.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -264102.500000 Penalty: 3800.583984
	Iteration 16Q: 3 clusters Score -264102.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -264105.250000 Penalty: 3800.583984
	Iteration 17Q: 3 clusters Score -264105.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -264107.843750 Penalty: 3800.583984
	Iteration 18Q: 3 clusters Score -264107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -264109.218750 Penalty: 3800.583984
	Iteration 19Q: 3 clusters Score -264109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -264109.812500 Penalty: 3800.583984
	Iteration 20F: 3 clusters Score -264109.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -264110.406250 Penalty: 3800.583984
	Iteration 21Q: 3 clusters Score -264110.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -264111.875000 Penalty: 3800.583984
	Iteration 22Q: 3 clusters Score -264111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -264112.343750 Penalty: 3800.583984
	Iteration 23Q: 3 clusters Score -264112.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -264113.031250 Penalty: 3800.583984
	Iteration 24Q: 3 clusters Score -264113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -264113.718750 Penalty: 3800.583984
	Iteration 25Q: 3 clusters Score -264113.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -264115.312500 Penalty: 3800.583984
	Iteration 26Q: 3 clusters Score -264115.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -264117.843750 Penalty: 3800.583984
	Iteration 27Q: 3 clusters Score -264117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -264119.718750 Penalty: 3800.583984
	Iteration 28Q: 3 clusters Score -264119.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -264120.437500 Penalty: 3800.583984
	Iteration 29Q: 3 clusters Score -264120.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -264120.468750 Penalty: 3800.583984
	Iteration 30Q: 3 clusters Score -264120.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -264121.343750 Penalty: 3800.583984
	Iteration 31Q: 3 clusters Score -264121.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -264122.218750 Penalty: 3800.583984
	Iteration 32Q: 3 clusters Score -264122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -264122.437500 Penalty: 3800.583984
	Iteration 33Q: 3 clusters Score -264122.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -264124.156250 Penalty: 3800.583984
	Iteration 34Q: 3 clusters Score -264124.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -264127.437500 Penalty: 3800.583984
	Iteration 35Q: 3 clusters Score -264127.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -264129.343750 Penalty: 3800.583984
	Iteration 36Q: 3 clusters Score -264129.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -264131.375000 Penalty: 3800.583984
	Iteration 37Q: 3 clusters Score -264131.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -264133.156250 Penalty: 3800.583984
	Iteration 38Q: 3 clusters Score -264133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -264133.781250 Penalty: 3800.583984
	Iteration 39Q: 3 clusters Score -264133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -264135.312500 Penalty: 3800.583984
	Iteration 40F: 3 clusters Score -264135.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -264136.000000 Penalty: 3800.583984
	Iteration 41Q: 3 clusters Score -264136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -264137.781250 Penalty: 3800.583984
	Iteration 42Q: 3 clusters Score -264137.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -264137.781250 Penalty: 3800.583984
	Iteration 43F: 3 clusters Score -264137.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74319 members 
Mstep: Class 3 contains 76864 members 
Mstep: Class 4 contains 128225 members 
Mstep: Class 5 contains 161233 members 
Mstep: Class 6 contains 83849 members 
Mstep: Class 8 contains 145889 members 
Mstep: Class 9 contains 24254 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 156306 members 
Mstep: Class 12 contains 168184 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 165951 members 
Mstep: Class 16 contains 79695 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8320 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332256.000000 Penalty: 69791.640625
Iteration 239Q: 21 clusters Score -1.613323e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74288 members 
Mstep: Class 3 contains 76855 members 
Mstep: Class 4 contains 128185 members 
Mstep: Class 5 contains 161234 members 
Mstep: Class 6 contains 83855 members 
Mstep: Class 8 contains 145847 members 
Mstep: Class 9 contains 24252 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 156320 members 
Mstep: Class 12 contains 168205 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 166022 members 
Mstep: Class 16 contains 79702 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8324 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332144.000000 Penalty: 69791.640625
Iteration 240F: 21 clusters Score -1.613321e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74263 members 
Mstep: Class 3 contains 76843 members 
Mstep: Class 4 contains 128162 members 
Mstep: Class 5 contains 161243 members 
Mstep: Class 6 contains 83865 members 
Mstep: Class 8 contains 145798 members 
Mstep: Class 9 contains 24244 members 
Mstep: Class 10 contains 9597 members 
Mstep: Class 11 contains 156302 members 
Mstep: Class 12 contains 168227 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 166104 members 
Mstep: Class 16 contains 79716 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8324 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332112.000000 Penalty: 69791.640625
Iteration 241Q: 21 clusters Score -1.613321e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74245 members 
Mstep: Class 3 contains 76822 members 
Mstep: Class 4 contains 128148 members 
Mstep: Class 5 contains 161233 members 
Mstep: Class 6 contains 83890 members 
Mstep: Class 8 contains 145764 members 
Mstep: Class 9 contains 24235 members 
Mstep: Class 10 contains 9597 members 
Mstep: Class 11 contains 156308 members 
Mstep: Class 12 contains 168234 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 166167 members 
Mstep: Class 16 contains 79722 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8324 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332240.000000 Penalty: 69791.640625
Iteration 242Q: 21 clusters Score -1.613322e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74225 members 
Mstep: Class 3 contains 76809 members 
Mstep: Class 4 contains 128128 members 
Mstep: Class 5 contains 161235 members 
Mstep: Class 6 contains 83907 members 
Mstep: Class 8 contains 145723 members 
Mstep: Class 9 contains 24234 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 156315 members 
Mstep: Class 12 contains 168249 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 166223 members 
Mstep: Class 16 contains 79718 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8324 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332000.000000 Penalty: 69791.640625
Iteration 243Q: 21 clusters Score -1.61332e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74210 members 
Mstep: Class 3 contains 76795 members 
Mstep: Class 4 contains 128093 members 
Mstep: Class 5 contains 161266 members 
Mstep: Class 6 contains 83924 members 
Mstep: Class 8 contains 145665 members 
Mstep: Class 9 contains 24242 members 
Mstep: Class 10 contains 9596 members 
Mstep: Class 11 contains 156318 members 
Mstep: Class 12 contains 168245 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 166285 members 
Mstep: Class 16 contains 79725 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8325 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332016.000000 Penalty: 69791.640625
Iteration 244Q: 21 clusters Score -1.61332e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74194 members 
Mstep: Class 3 contains 76768 members 
Mstep: Class 4 contains 128054 members 
Mstep: Class 5 contains 161261 members 
Mstep: Class 6 contains 83942 members 
Mstep: Class 8 contains 145617 members 
Mstep: Class 9 contains 24240 members 
Mstep: Class 10 contains 9597 members 
Mstep: Class 11 contains 156347 members 
Mstep: Class 12 contains 168291 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 166311 members 
Mstep: Class 16 contains 79738 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8328 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332000.000000 Penalty: 69791.640625
Iteration 245Q: 21 clusters Score -1.61332e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74191 members 
Mstep: Class 3 contains 76739 members 
Mstep: Class 4 contains 127996 members 
Mstep: Class 5 contains 161274 members 
Mstep: Class 6 contains 83959 members 
Mstep: Class 8 contains 145575 members 
Mstep: Class 9 contains 24238 members 
Mstep: Class 10 contains 9592 members 
Mstep: Class 11 contains 156387 members 
Mstep: Class 12 contains 168320 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 166339 members 
Mstep: Class 16 contains 79747 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8332 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331616.000000 Penalty: 69791.640625
Iteration 246Q: 21 clusters Score -1.613316e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74182 members 
Mstep: Class 3 contains 76709 members 
Mstep: Class 4 contains 127946 members 
Mstep: Class 5 contains 161297 members 
Mstep: Class 6 contains 83979 members 
Mstep: Class 8 contains 145550 members 
Mstep: Class 9 contains 24238 members 
Mstep: Class 10 contains 9588 members 
Mstep: Class 11 contains 156411 members 
Mstep: Class 12 contains 168338 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 166364 members 
Mstep: Class 16 contains 79753 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8335 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331776.000000 Penalty: 69791.640625
Iteration 247Q: 21 clusters Score -1.613318e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74174 members 
Mstep: Class 3 contains 76696 members 
Mstep: Class 4 contains 127891 members 
Mstep: Class 5 contains 161345 members 
Mstep: Class 6 contains 84000 members 
Mstep: Class 8 contains 145514 members 
Mstep: Class 9 contains 24237 members 
Mstep: Class 10 contains 9586 members 
Mstep: Class 11 contains 156432 members 
Mstep: Class 12 contains 168322 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 166400 members 
Mstep: Class 16 contains 79757 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8336 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331952.000000 Penalty: 69791.640625
Iteration 248Q: 21 clusters Score -1.61332e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74165 members 
Mstep: Class 3 contains 76681 members 
Mstep: Class 4 contains 127848 members 
Mstep: Class 5 contains 161382 members 
Mstep: Class 6 contains 84013 members 
Mstep: Class 8 contains 145472 members 
Mstep: Class 9 contains 24231 members 
Mstep: Class 10 contains 9584 members 
Mstep: Class 11 contains 156458 members 
Mstep: Class 12 contains 168312 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 166436 members 
Mstep: Class 16 contains 79772 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8336 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332064.000000 Penalty: 69791.640625
Iteration 249Q: 21 clusters Score -1.613321e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74160 members 
Mstep: Class 3 contains 76671 members 
Mstep: Class 4 contains 127794 members 
Mstep: Class 5 contains 161447 members 
Mstep: Class 6 contains 84032 members 
Mstep: Class 8 contains 145434 members 
Mstep: Class 9 contains 24221 members 
Mstep: Class 10 contains 9583 members 
Mstep: Class 11 contains 156466 members 
Mstep: Class 12 contains 168298 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 166462 members 
Mstep: Class 16 contains 79785 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8336 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332032.000000 Penalty: 69791.640625
Iteration 250Q: 21 clusters Score -1.61332e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74157 members 
Mstep: Class 3 contains 76645 members 
Mstep: Class 4 contains 127743 members 
Mstep: Class 5 contains 161527 members 
Mstep: Class 6 contains 84053 members 
Mstep: Class 8 contains 145401 members 
Mstep: Class 9 contains 24214 members 
Mstep: Class 10 contains 9589 members 
Mstep: Class 11 contains 156502 members 
Mstep: Class 12 contains 168258 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 166475 members 
Mstep: Class 16 contains 79789 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8336 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332208.000000 Penalty: 69791.640625
Iteration 251Q: 21 clusters Score -1.613322e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74141 members 
Mstep: Class 3 contains 76632 members 
Mstep: Class 4 contains 127699 members 
Mstep: Class 5 contains 161578 members 
Mstep: Class 6 contains 84077 members 
Mstep: Class 8 contains 145354 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 9590 members 
Mstep: Class 11 contains 156524 members 
Mstep: Class 12 contains 168254 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 166503 members 
Mstep: Class 16 contains 79790 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8336 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332352.000000 Penalty: 69791.640625
Iteration 252Q: 21 clusters Score -1.613324e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74135 members 
Mstep: Class 3 contains 76615 members 
Mstep: Class 4 contains 127666 members 
Mstep: Class 5 contains 161640 members 
Mstep: Class 6 contains 84097 members 
Mstep: Class 8 contains 145319 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 9586 members 
Mstep: Class 11 contains 156528 members 
Mstep: Class 12 contains 168228 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 166543 members 
Mstep: Class 16 contains 79786 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8337 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332320.000000 Penalty: 69791.640625
Iteration 253Q: 21 clusters Score -1.613323e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74130 members 
Mstep: Class 3 contains 76605 members 
Mstep: Class 4 contains 127626 members 
Mstep: Class 5 contains 161706 members 
Mstep: Class 6 contains 84126 members 
Mstep: Class 8 contains 145266 members 
Mstep: Class 9 contains 24207 members 
Mstep: Class 10 contains 9588 members 
Mstep: Class 11 contains 156531 members 
Mstep: Class 12 contains 168223 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 166562 members 
Mstep: Class 16 contains 79782 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8337 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332320.000000 Penalty: 69791.640625
Iteration 254Q: 21 clusters Score -1.613323e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74149 members 
Mstep: Class 3 contains 76600 members 
Mstep: Class 4 contains 127594 members 
Mstep: Class 5 contains 161765 members 
Mstep: Class 6 contains 84156 members 
Mstep: Class 8 contains 145216 members 
Mstep: Class 9 contains 24198 members 
Mstep: Class 10 contains 9589 members 
Mstep: Class 11 contains 156535 members 
Mstep: Class 12 contains 168222 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 166544 members 
Mstep: Class 16 contains 79784 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8337 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332352.000000 Penalty: 69791.640625
Iteration 255Q: 21 clusters Score -1.613324e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74160 members 
Mstep: Class 3 contains 76592 members 
Mstep: Class 4 contains 127543 members 
Mstep: Class 5 contains 161833 members 
Mstep: Class 6 contains 84182 members 
Mstep: Class 8 contains 145162 members 
Mstep: Class 9 contains 24193 members 
Mstep: Class 10 contains 9589 members 
Mstep: Class 11 contains 156547 members 
Mstep: Class 12 contains 168227 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 166538 members 
Mstep: Class 16 contains 79786 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8337 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332272.000000 Penalty: 69791.640625
Iteration 256Q: 21 clusters Score -1.613323e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74154 members 
Mstep: Class 3 contains 76576 members 
Mstep: Class 4 contains 127494 members 
Mstep: Class 5 contains 161902 members 
Mstep: Class 6 contains 84184 members 
Mstep: Class 8 contains 145121 members 
Mstep: Class 9 contains 24186 members 
Mstep: Class 10 contains 9586 members 
Mstep: Class 11 contains 156550 members 
Mstep: Class 12 contains 168239 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 166565 members 
Mstep: Class 16 contains 79793 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8337 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332160.000000 Penalty: 69791.640625
Iteration 257Q: 21 clusters Score -1.613322e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74148 members 
Mstep: Class 3 contains 76572 members 
Mstep: Class 4 contains 127455 members 
Mstep: Class 5 contains 161937 members 
Mstep: Class 6 contains 84198 members 
Mstep: Class 8 contains 145069 members 
Mstep: Class 9 contains 24184 members 
Mstep: Class 10 contains 9584 members 
Mstep: Class 11 contains 156553 members 
Mstep: Class 12 contains 168278 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 166577 members 
Mstep: Class 16 contains 79794 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8337 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332336.000000 Penalty: 69791.640625
Iteration 258Q: 21 clusters Score -1.613323e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74150 members 
Mstep: Class 3 contains 76569 members 
Mstep: Class 4 contains 127413 members 
Mstep: Class 5 contains 161960 members 
Mstep: Class 6 contains 84211 members 
Mstep: Class 8 contains 145027 members 
Mstep: Class 9 contains 24177 members 
Mstep: Class 10 contains 9585 members 
Mstep: Class 11 contains 156548 members 
Mstep: Class 12 contains 168329 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 166577 members 
Mstep: Class 16 contains 79800 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8338 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332144.000000 Penalty: 69791.640625
Iteration 259Q: 21 clusters Score -1.613321e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74150 members 
Mstep: Class 3 contains 76560 members 
Mstep: Class 4 contains 127371 members 
Mstep: Class 5 contains 161976 members 
Mstep: Class 6 contains 84229 members 
Mstep: Class 8 contains 144988 members 
Mstep: Class 9 contains 24176 members 
Mstep: Class 10 contains 9584 members 
Mstep: Class 11 contains 156550 members 
Mstep: Class 12 contains 168365 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 166586 members 
Mstep: Class 16 contains 79809 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8340 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332096.000000 Penalty: 69791.640625
Iteration 260F: 21 clusters Score -1.613321e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74148 members 
Mstep: Class 3 contains 76550 members 
Mstep: Class 4 contains 127338 members 
Mstep: Class 5 contains 161995 members 
Mstep: Class 6 contains 84239 members 
Mstep: Class 8 contains 144964 members 
Mstep: Class 9 contains 24171 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 156561 members 
Mstep: Class 12 contains 168398 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 166577 members 
Mstep: Class 16 contains 79822 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332304.000000 Penalty: 69791.640625
Iteration 261Q: 21 clusters Score -1.613323e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74135 members 
Mstep: Class 3 contains 76544 members 
Mstep: Class 4 contains 127298 members 
Mstep: Class 5 contains 162027 members 
Mstep: Class 6 contains 84244 members 
Mstep: Class 8 contains 144943 members 
Mstep: Class 9 contains 24169 members 
Mstep: Class 10 contains 9578 members 
Mstep: Class 11 contains 156568 members 
Mstep: Class 12 contains 168425 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 166577 members 
Mstep: Class 16 contains 79831 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332192.000000 Penalty: 69791.640625
Iteration 262Q: 21 clusters Score -1.613322e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74140 members 
Mstep: Class 3 contains 76537 members 
Mstep: Class 4 contains 127256 members 
Mstep: Class 5 contains 162059 members 
Mstep: Class 6 contains 84255 members 
Mstep: Class 8 contains 144913 members 
Mstep: Class 9 contains 24170 members 
Mstep: Class 10 contains 9578 members 
Mstep: Class 11 contains 156553 members 
Mstep: Class 12 contains 168475 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 166577 members 
Mstep: Class 16 contains 79824 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8348 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332272.000000 Penalty: 69791.640625
Iteration 263Q: 21 clusters Score -1.613323e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74122 members 
Mstep: Class 3 contains 76525 members 
Mstep: Class 4 contains 127234 members 
Mstep: Class 5 contains 162096 members 
Mstep: Class 6 contains 84261 members 
Mstep: Class 8 contains 144878 members 
Mstep: Class 9 contains 24161 members 
Mstep: Class 10 contains 9578 members 
Mstep: Class 11 contains 156537 members 
Mstep: Class 12 contains 168504 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 166614 members 
Mstep: Class 16 contains 79822 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332576.000000 Penalty: 69791.640625
Iteration 264Q: 21 clusters Score -1.613326e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74105 members 
Mstep: Class 3 contains 76513 members 
Mstep: Class 4 contains 127189 members 
Mstep: Class 5 contains 162110 members 
Mstep: Class 6 contains 84276 members 
Mstep: Class 8 contains 144865 members 
Mstep: Class 9 contains 24148 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 156529 members 
Mstep: Class 12 contains 168542 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 166648 members 
Mstep: Class 16 contains 79825 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8356 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332400.000000 Penalty: 69791.640625
Iteration 265Q: 21 clusters Score -1.613324e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74086 members 
Mstep: Class 3 contains 76506 members 
Mstep: Class 4 contains 127159 members 
Mstep: Class 5 contains 162108 members 
Mstep: Class 6 contains 84297 members 
Mstep: Class 8 contains 144840 members 
Mstep: Class 9 contains 24137 members 
Mstep: Class 10 contains 9578 members 
Mstep: Class 11 contains 156526 members 
Mstep: Class 12 contains 168585 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 166682 members 
Mstep: Class 16 contains 79820 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8361 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332400.000000 Penalty: 69791.640625
Iteration 266Q: 21 clusters Score -1.613324e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74057 members 
Mstep: Class 3 contains 76505 members 
Mstep: Class 4 contains 127122 members 
Mstep: Class 5 contains 162107 members 
Mstep: Class 6 contains 84311 members 
Mstep: Class 8 contains 144822 members 
Mstep: Class 9 contains 24137 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 156532 members 
Mstep: Class 12 contains 168628 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 166697 members 
Mstep: Class 16 contains 79822 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8368 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332480.000000 Penalty: 69791.640625
Iteration 267Q: 21 clusters Score -1.613325e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74059 members 
Mstep: Class 3 contains 76513 members 
Mstep: Class 4 contains 127074 members 
Mstep: Class 5 contains 162109 members 
Mstep: Class 6 contains 84323 members 
Mstep: Class 8 contains 144781 members 
Mstep: Class 9 contains 24135 members 
Mstep: Class 10 contains 9573 members 
Mstep: Class 11 contains 156545 members 
Mstep: Class 12 contains 168677 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 166693 members 
Mstep: Class 16 contains 79829 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8373 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332512.000000 Penalty: 69791.640625
Iteration 268Q: 21 clusters Score -1.613325e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74064 members 
Mstep: Class 3 contains 76515 members 
Mstep: Class 4 contains 127036 members 
Mstep: Class 5 contains 162144 members 
Mstep: Class 6 contains 84339 members 
Mstep: Class 8 contains 144745 members 
Mstep: Class 9 contains 24126 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 156576 members 
Mstep: Class 12 contains 168702 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 166657 members 
Mstep: Class 16 contains 79835 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8377 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332400.000000 Penalty: 69791.640625
Iteration 269Q: 21 clusters Score -1.613324e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74062 members 
Mstep: Class 3 contains 76507 members 
Mstep: Class 4 contains 127019 members 
Mstep: Class 5 contains 162163 members 
Mstep: Class 6 contains 84368 members 
Mstep: Class 8 contains 144725 members 
Mstep: Class 9 contains 24121 members 
Mstep: Class 10 contains 9561 members 
Mstep: Class 11 contains 156605 members 
Mstep: Class 12 contains 168706 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 166634 members 
Mstep: Class 16 contains 79836 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8378 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332448.000000 Penalty: 69791.640625
Iteration 270Q: 21 clusters Score -1.613324e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74055 members 
Mstep: Class 3 contains 76495 members 
Mstep: Class 4 contains 126986 members 
Mstep: Class 5 contains 162172 members 
Mstep: Class 6 contains 84398 members 
Mstep: Class 8 contains 144710 members 
Mstep: Class 9 contains 24107 members 
Mstep: Class 10 contains 9558 members 
Mstep: Class 11 contains 156613 members 
Mstep: Class 12 contains 168731 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 166637 members 
Mstep: Class 16 contains 79846 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8378 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332272.000000 Penalty: 69791.640625
Iteration 271Q: 21 clusters Score -1.613323e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74035 members 
Mstep: Class 3 contains 76491 members 
Mstep: Class 4 contains 126948 members 
Mstep: Class 5 contains 162183 members 
Mstep: Class 6 contains 84421 members 
Mstep: Class 8 contains 144685 members 
Mstep: Class 9 contains 24094 members 
Mstep: Class 10 contains 9557 members 
Mstep: Class 11 contains 156638 members 
Mstep: Class 12 contains 168766 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 166644 members 
Mstep: Class 16 contains 79846 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8378 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332400.000000 Penalty: 69791.640625
Iteration 272Q: 21 clusters Score -1.613324e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74022 members 
Mstep: Class 3 contains 76490 members 
Mstep: Class 4 contains 126903 members 
Mstep: Class 5 contains 162208 members 
Mstep: Class 6 contains 84439 members 
Mstep: Class 8 contains 144665 members 
Mstep: Class 9 contains 24085 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 156644 members 
Mstep: Class 12 contains 168787 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1214 members 
Mstep: Class 15 contains 166656 members 
Mstep: Class 16 contains 79857 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8380 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332464.000000 Penalty: 69791.640625
Iteration 273Q: 21 clusters Score -1.613325e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74014 members 
Mstep: Class 3 contains 76495 members 
Mstep: Class 4 contains 126862 members 
Mstep: Class 5 contains 162212 members 
Mstep: Class 6 contains 84466 members 
Mstep: Class 8 contains 144631 members 
Mstep: Class 9 contains 24073 members 
Mstep: Class 10 contains 9541 members 
Mstep: Class 11 contains 156647 members 
Mstep: Class 12 contains 168812 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 15 contains 166687 members 
Mstep: Class 16 contains 79863 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8381 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332576.000000 Penalty: 69791.640625
Iteration 274Q: 21 clusters Score -1.613326e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74003 members 
Mstep: Class 3 contains 76482 members 
Mstep: Class 4 contains 126807 members 
Mstep: Class 5 contains 162227 members 
Mstep: Class 6 contains 84487 members 
Mstep: Class 8 contains 144600 members 
Mstep: Class 9 contains 24069 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 156660 members 
Mstep: Class 12 contains 168851 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1216 members 
Mstep: Class 15 contains 166704 members 
Mstep: Class 16 contains 79875 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8381 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332656.000000 Penalty: 69791.640625
Iteration 275Q: 21 clusters Score -1.613327e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74000 members 
Mstep: Class 3 contains 76480 members 
Mstep: Class 4 contains 126733 members 
Mstep: Class 5 contains 162245 members 
Mstep: Class 6 contains 84511 members 
Mstep: Class 8 contains 144569 members 
Mstep: Class 9 contains 24058 members 
Mstep: Class 10 contains 9535 members 
Mstep: Class 11 contains 156662 members 
Mstep: Class 12 contains 168923 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1216 members 
Mstep: Class 15 contains 166696 members 
Mstep: Class 16 contains 79890 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8381 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332576.000000 Penalty: 69791.640625
Iteration 276Q: 21 clusters Score -1.613326e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74002 members 
Mstep: Class 3 contains 76472 members 
Mstep: Class 4 contains 126664 members 
Mstep: Class 5 contains 162254 members 
Mstep: Class 6 contains 84524 members 
Mstep: Class 8 contains 144533 members 
Mstep: Class 9 contains 24049 members 
Mstep: Class 10 contains 9535 members 
Mstep: Class 11 contains 156681 members 
Mstep: Class 12 contains 168985 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1216 members 
Mstep: Class 15 contains 166700 members 
Mstep: Class 16 contains 79902 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8382 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332576.000000 Penalty: 69791.640625
Iteration 277Q: 21 clusters Score -1.613326e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 73998 members 
Mstep: Class 3 contains 76475 members 
Mstep: Class 4 contains 126613 members 
Mstep: Class 5 contains 162246 members 
Mstep: Class 6 contains 84537 members 
Mstep: Class 8 contains 144517 members 
Mstep: Class 9 contains 24042 members 
Mstep: Class 10 contains 9534 members 
Mstep: Class 11 contains 156692 members 
Mstep: Class 12 contains 169039 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1216 members 
Mstep: Class 15 contains 166690 members 
Mstep: Class 16 contains 79916 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8384 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332688.000000 Penalty: 69791.640625
Iteration 278Q: 21 clusters Score -1.613327e+08 nChanged 594
Entering ConstructFrom: 
Score: -161332688.000000 Penalty: 69791.640625
Entering ConstructFrom: 
Trying to split cluster 1 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -69546.132812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -69546.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67978.148438 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -67978.15 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -68401.539062 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -68401.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68562.117188 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -68562.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68658.328125 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -68658.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68821.640625 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -68821.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -69152.515625 Penalty: 3220.151123
	Iteration 5F: 3 clusters Score -69152.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69536.328125 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -69536.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69707.750000 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -69707.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69883.398438 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -69883.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69928.546875 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -69928.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69973.335938 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -69973.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -70024.257812 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -70024.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -70076.343750 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -70076.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -70141.453125 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -70141.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -70224.742188 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -70224.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -70309.773438 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -70309.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -70309.773438 Penalty: 3220.151123
	Iteration 16F: 3 clusters Score -70309.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 74001 members 
Mstep: Class 3 contains 76475 members 
Mstep: Class 4 contains 126565 members 
Mstep: Class 5 contains 162261 members 
Mstep: Class 6 contains 84542 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 144507 members 
Mstep: Class 9 contains 24026 members 
Mstep: Class 10 contains 9532 members 
Mstep: Class 11 contains 156687 members 
Mstep: Class 12 contains 169095 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1217 members 
Mstep: Class 15 contains 166676 members 
Mstep: Class 16 contains 79929 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8386 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
Score: -161331552.000000 Penalty: 73281.218750
Splitting cluster 1 changes total score from -161332688.000000 to -161331552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (74001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74001 members 
Entering Unmasked Estep 
Score: -9440197.000000 Penalty: 2780.534912
	Iteration 0F: 2 clusters Score -9440197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -9390506.000000 Penalty: 5561.069824
	Iteration 0F: 3 clusters Score -9390506 nChanged 34712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -9410188.000000 Penalty: 5561.069824
	Iteration 1F: 3 clusters Score -9410188 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -9410963.000000 Penalty: 5561.069824
	Iteration 2Q: 3 clusters Score -9410963 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -9411831.000000 Penalty: 5561.069824
	Iteration 3Q: 3 clusters Score -9411831 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -9412986.000000 Penalty: 5561.069824
	Iteration 4Q: 3 clusters Score -9412986 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -9414381.000000 Penalty: 5561.069824
	Iteration 5Q: 3 clusters Score -9414381 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -9416336.000000 Penalty: 5561.069824
	Iteration 6F: 3 clusters Score -9416336 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -9419178.000000 Penalty: 5561.069824
	Iteration 7F: 3 clusters Score -9419178 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -9422692.000000 Penalty: 5561.069824
	Iteration 8F: 3 clusters Score -9422692 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -9426396.000000 Penalty: 5561.069824
	Iteration 9F: 3 clusters Score -9426396 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -9429180.000000 Penalty: 5561.069824
	Iteration 10F: 3 clusters Score -9429180 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -9430567.000000 Penalty: 5561.069824
	Iteration 11Q: 3 clusters Score -9430567 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -9431136.000000 Penalty: 5561.069824
	Iteration 12Q: 3 clusters Score -9431136 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -9431368.000000 Penalty: 5561.069824
	Iteration 13Q: 3 clusters Score -9431368 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -9431580.000000 Penalty: 5561.069824
	Iteration 14Q: 3 clusters Score -9431580 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -9431764.000000 Penalty: 5561.069824
	Iteration 15Q: 3 clusters Score -9431764 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -9431987.000000 Penalty: 5561.069824
	Iteration 16Q: 3 clusters Score -9431987 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -9432208.000000 Penalty: 5561.069824
	Iteration 17Q: 3 clusters Score -9432208 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -9432389.000000 Penalty: 5561.069824
	Iteration 18Q: 3 clusters Score -9432389 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -9432598.000000 Penalty: 5561.069824
	Iteration 19Q: 3 clusters Score -9432598 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -9432854.000000 Penalty: 5561.069824
	Iteration 20F: 3 clusters Score -9432854 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -9433089.000000 Penalty: 5561.069824
	Iteration 21Q: 3 clusters Score -9433089 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57134 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -9433391.000000 Penalty: 5561.069824
	Iteration 22Q: 3 clusters Score -9433391 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -9433657.000000 Penalty: 5561.069824
	Iteration 23Q: 3 clusters Score -9433657 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -9433930.000000 Penalty: 5561.069824
	Iteration 24Q: 3 clusters Score -9433930 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -9434248.000000 Penalty: 5561.069824
	Iteration 25Q: 3 clusters Score -9434248 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -9434555.000000 Penalty: 5561.069824
	Iteration 26Q: 3 clusters Score -9434555 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -9434872.000000 Penalty: 5561.069824
	Iteration 27Q: 3 clusters Score -9434872 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63054 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -9435216.000000 Penalty: 5561.069824
	Iteration 28Q: 3 clusters Score -9435216 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -9435527.000000 Penalty: 5561.069824
	Iteration 29Q: 3 clusters Score -9435527 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -9435828.000000 Penalty: 5561.069824
	Iteration 30Q: 3 clusters Score -9435828 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65491 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -9436064.000000 Penalty: 5561.069824
	Iteration 31Q: 3 clusters Score -9436064 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -9436306.000000 Penalty: 5561.069824
	Iteration 32Q: 3 clusters Score -9436306 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -9436461.000000 Penalty: 5561.069824
	Iteration 33Q: 3 clusters Score -9436461 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -9436603.000000 Penalty: 5561.069824
	Iteration 34Q: 3 clusters Score -9436603 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -9436753.000000 Penalty: 5561.069824
	Iteration 35Q: 3 clusters Score -9436753 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -9436958.000000 Penalty: 5561.069824
	Iteration 36Q: 3 clusters Score -9436958 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -9437111.000000 Penalty: 5561.069824
	Iteration 37Q: 3 clusters Score -9437111 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69305 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -9437307.000000 Penalty: 5561.069824
	Iteration 38Q: 3 clusters Score -9437307 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -9437444.000000 Penalty: 5561.069824
	Iteration 39Q: 3 clusters Score -9437444 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -9437577.000000 Penalty: 5561.069824
	Iteration 40F: 3 clusters Score -9437577 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -9437706.000000 Penalty: 5561.069824
	Iteration 41Q: 3 clusters Score -9437706 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -9437776.000000 Penalty: 5561.069824
	Iteration 42Q: 3 clusters Score -9437776 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70798 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -9437849.000000 Penalty: 5561.069824
	Iteration 43Q: 3 clusters Score -9437849 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70984 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -9437916.000000 Penalty: 5561.069824
	Iteration 44Q: 3 clusters Score -9437916 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -9437931.000000 Penalty: 5561.069824
	Iteration 45Q: 3 clusters Score -9437931 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71279 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -9437959.000000 Penalty: 5561.069824
	Iteration 46Q: 3 clusters Score -9437959 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71397 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -9437994.000000 Penalty: 5561.069824
	Iteration 47Q: 3 clusters Score -9437994 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71491 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -9438016.000000 Penalty: 5561.069824
	Iteration 48Q: 3 clusters Score -9438016 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71584 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -9438010.000000 Penalty: 5561.069824
	Iteration 49Q: 3 clusters Score -9438010 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71672 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -9438050.000000 Penalty: 5561.069824
	Iteration 50Q: 3 clusters Score -9438050 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71750 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -9438078.000000 Penalty: 5561.069824
	Iteration 51Q: 3 clusters Score -9438078 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71813 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9438100.000000 Penalty: 5561.069824
	Iteration 52Q: 3 clusters Score -9438100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71868 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -9438113.000000 Penalty: 5561.069824
	Iteration 53Q: 3 clusters Score -9438113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9438117.000000 Penalty: 5561.069824
	Iteration 54Q: 3 clusters Score -9438117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -9438125.000000 Penalty: 5561.069824
	Iteration 55Q: 3 clusters Score -9438125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71952 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -9438110.000000 Penalty: 5561.069824
	Iteration 56Q: 3 clusters Score -9438110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71966 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -9438119.000000 Penalty: 5561.069824
	Iteration 57Q: 3 clusters Score -9438119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71986 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9438114.000000 Penalty: 5561.069824
	Iteration 58Q: 3 clusters Score -9438114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72004 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -9438121.000000 Penalty: 5561.069824
	Iteration 59Q: 3 clusters Score -9438121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72021 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -9438124.000000 Penalty: 5561.069824
	Iteration 60F: 3 clusters Score -9438124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9438117.000000 Penalty: 5561.069824
	Iteration 61Q: 3 clusters Score -9438117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72062 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9438115.000000 Penalty: 5561.069824
	Iteration 62Q: 3 clusters Score -9438115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -9438110.000000 Penalty: 5561.069824
	Iteration 63Q: 3 clusters Score -9438110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9438112.000000 Penalty: 5561.069824
	Iteration 64Q: 3 clusters Score -9438112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72111 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -9438111.000000 Penalty: 5561.069824
	Iteration 65Q: 3 clusters Score -9438111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9438110.000000 Penalty: 5561.069824
	Iteration 66Q: 3 clusters Score -9438110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -9438119.000000 Penalty: 5561.069824
	Iteration 67Q: 3 clusters Score -9438119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72154 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -9438117.000000 Penalty: 5561.069824
	Iteration 68Q: 3 clusters Score -9438117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72169 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -9438121.000000 Penalty: 5561.069824
	Iteration 69Q: 3 clusters Score -9438121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -9438122.000000 Penalty: 5561.069824
	Iteration 70Q: 3 clusters Score -9438122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72190 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9438127.000000 Penalty: 5561.069824
	Iteration 71Q: 3 clusters Score -9438127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72199 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -9438119.000000 Penalty: 5561.069824
	Iteration 72Q: 3 clusters Score -9438119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72208 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -9438139.000000 Penalty: 5561.069824
	Iteration 73Q: 3 clusters Score -9438139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9438141.000000 Penalty: 5561.069824
	Iteration 74Q: 3 clusters Score -9438141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -9438137.000000 Penalty: 5561.069824
	Iteration 75Q: 3 clusters Score -9438137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72237 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -9438137.000000 Penalty: 5561.069824
	Iteration 76Q: 3 clusters Score -9438137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9438130.000000 Penalty: 5561.069824
	Iteration 77Q: 3 clusters Score -9438130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9438133.000000 Penalty: 5561.069824
	Iteration 78Q: 3 clusters Score -9438133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9438134.000000 Penalty: 5561.069824
	Iteration 79Q: 3 clusters Score -9438134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72276 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -9438138.000000 Penalty: 5561.069824
	Iteration 80F: 3 clusters Score -9438138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72282 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -9438140.000000 Penalty: 5561.069824
	Iteration 81Q: 3 clusters Score -9438140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -9438152.000000 Penalty: 5561.069824
	Iteration 82Q: 3 clusters Score -9438152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72293 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -9438139.000000 Penalty: 5561.069824
	Iteration 83Q: 3 clusters Score -9438139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72299 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -9438140.000000 Penalty: 5561.069824
	Iteration 84Q: 3 clusters Score -9438140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72301 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -9438146.000000 Penalty: 5561.069824
	Iteration 85Q: 3 clusters Score -9438146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72305 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -9438147.000000 Penalty: 5561.069824
	Iteration 86Q: 3 clusters Score -9438147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72308 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9438152.000000 Penalty: 5561.069824
	Iteration 87Q: 3 clusters Score -9438152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72312 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9438153.000000 Penalty: 5561.069824
	Iteration 88Q: 3 clusters Score -9438153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72317 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -9438153.000000 Penalty: 5561.069824
	Iteration 89Q: 3 clusters Score -9438153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72324 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9438152.000000 Penalty: 5561.069824
	Iteration 90Q: 3 clusters Score -9438152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72330 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9438157.000000 Penalty: 5561.069824
	Iteration 91Q: 3 clusters Score -9438157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9438149.000000 Penalty: 5561.069824
	Iteration 92Q: 3 clusters Score -9438149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9438155.000000 Penalty: 5561.069824
	Iteration 93Q: 3 clusters Score -9438155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72339 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -9438159.000000 Penalty: 5561.069824
	Iteration 94Q: 3 clusters Score -9438159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -9438160.000000 Penalty: 5561.069824
	Iteration 95Q: 3 clusters Score -9438160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9438157.000000 Penalty: 5561.069824
	Iteration 96Q: 3 clusters Score -9438157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72341 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9438157.000000 Penalty: 5561.069824
	Iteration 97F: 3 clusters Score -9438157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (76475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Entering Unmasked Estep 
Score: -9828519.000000 Penalty: 2788.690430
	Iteration 0F: 2 clusters Score -9828519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -9777097.000000 Penalty: 5577.380859
	Iteration 0F: 3 clusters Score -9777097 nChanged 35883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -9797625.000000 Penalty: 5577.380859
	Iteration 1F: 3 clusters Score -9797625 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -9798335.000000 Penalty: 5577.380859
	Iteration 2Q: 3 clusters Score -9798335 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -9799111.000000 Penalty: 5577.380859
	Iteration 3Q: 3 clusters Score -9799111 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -9799938.000000 Penalty: 5577.380859
	Iteration 4Q: 3 clusters Score -9799938 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -9800921.000000 Penalty: 5577.380859
	Iteration 5Q: 3 clusters Score -9800921 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -9802220.000000 Penalty: 5577.380859
	Iteration 6Q: 3 clusters Score -9802220 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -9803774.000000 Penalty: 5577.380859
	Iteration 7Q: 3 clusters Score -9803774 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -9805665.000000 Penalty: 5577.380859
	Iteration 8Q: 3 clusters Score -9805665 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -9808219.000000 Penalty: 5577.380859
	Iteration 9Q: 3 clusters Score -9808219 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -9811293.000000 Penalty: 5577.380859
	Iteration 10F: 3 clusters Score -9811293 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -9814569.000000 Penalty: 5577.380859
	Iteration 11F: 3 clusters Score -9814569 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -9817127.000000 Penalty: 5577.380859
	Iteration 12Q: 3 clusters Score -9817127 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -9818677.000000 Penalty: 5577.380859
	Iteration 13Q: 3 clusters Score -9818677 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -9819625.000000 Penalty: 5577.380859
	Iteration 14Q: 3 clusters Score -9819625 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -9820236.000000 Penalty: 5577.380859
	Iteration 15Q: 3 clusters Score -9820236 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -9820756.000000 Penalty: 5577.380859
	Iteration 16Q: 3 clusters Score -9820756 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -9821294.000000 Penalty: 5577.380859
	Iteration 17Q: 3 clusters Score -9821294 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -9821856.000000 Penalty: 5577.380859
	Iteration 18Q: 3 clusters Score -9821856 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -9822350.000000 Penalty: 5577.380859
	Iteration 19Q: 3 clusters Score -9822350 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68995 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -9822846.000000 Penalty: 5577.380859
	Iteration 20F: 3 clusters Score -9822846 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69945 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -9823221.000000 Penalty: 5577.380859
	Iteration 21Q: 3 clusters Score -9823221 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70850 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -9823648.000000 Penalty: 5577.380859
	Iteration 22Q: 3 clusters Score -9823648 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71677 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -9824082.000000 Penalty: 5577.380859
	Iteration 23Q: 3 clusters Score -9824082 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -9824439.000000 Penalty: 5577.380859
	Iteration 24Q: 3 clusters Score -9824439 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -9824802.000000 Penalty: 5577.380859
	Iteration 25Q: 3 clusters Score -9824802 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73562 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -9825083.000000 Penalty: 5577.380859
	Iteration 26Q: 3 clusters Score -9825083 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -9825344.000000 Penalty: 5577.380859
	Iteration 27Q: 3 clusters Score -9825344 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9825506.000000 Penalty: 5577.380859
	Iteration 28Q: 3 clusters Score -9825506 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9825627.000000 Penalty: 5577.380859
	Iteration 29Q: 3 clusters Score -9825627 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -9825693.000000 Penalty: 5577.380859
	Iteration 30Q: 3 clusters Score -9825693 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74881 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -9825743.000000 Penalty: 5577.380859
	Iteration 31Q: 3 clusters Score -9825743 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75012 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -9825805.000000 Penalty: 5577.380859
	Iteration 32Q: 3 clusters Score -9825805 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75113 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -9825858.000000 Penalty: 5577.380859
	Iteration 33Q: 3 clusters Score -9825858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75186 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -9825896.000000 Penalty: 5577.380859
	Iteration 34Q: 3 clusters Score -9825896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75242 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9825912.000000 Penalty: 5577.380859
	Iteration 35Q: 3 clusters Score -9825912 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9825942.000000 Penalty: 5577.380859
	Iteration 36Q: 3 clusters Score -9825942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -9825979.000000 Penalty: 5577.380859
	Iteration 37Q: 3 clusters Score -9825979 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75389 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -9826003.000000 Penalty: 5577.380859
	Iteration 38Q: 3 clusters Score -9826003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9826032.000000 Penalty: 5577.380859
	Iteration 39Q: 3 clusters Score -9826032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75463 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9826040.000000 Penalty: 5577.380859
	Iteration 40F: 3 clusters Score -9826040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75493 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9826049.000000 Penalty: 5577.380859
	Iteration 41Q: 3 clusters Score -9826049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -9826086.000000 Penalty: 5577.380859
	Iteration 42Q: 3 clusters Score -9826086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75545 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9826108.000000 Penalty: 5577.380859
	Iteration 43Q: 3 clusters Score -9826108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75559 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9826117.000000 Penalty: 5577.380859
	Iteration 44Q: 3 clusters Score -9826117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9826122.000000 Penalty: 5577.380859
	Iteration 45Q: 3 clusters Score -9826122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -9826135.000000 Penalty: 5577.380859
	Iteration 46Q: 3 clusters Score -9826135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75596 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9826139.000000 Penalty: 5577.380859
	Iteration 47Q: 3 clusters Score -9826139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9826137.000000 Penalty: 5577.380859
	Iteration 48Q: 3 clusters Score -9826137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75605 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9826142.000000 Penalty: 5577.380859
	Iteration 49Q: 3 clusters Score -9826142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75608 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9826143.000000 Penalty: 5577.380859
	Iteration 50Q: 3 clusters Score -9826143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75612 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9826142.000000 Penalty: 5577.380859
	Iteration 51Q: 3 clusters Score -9826142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9826133.000000 Penalty: 5577.380859
	Iteration 52Q: 3 clusters Score -9826133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75626 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9826148.000000 Penalty: 5577.380859
	Iteration 53Q: 3 clusters Score -9826148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9826161.000000 Penalty: 5577.380859
	Iteration 54Q: 3 clusters Score -9826161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75654 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9826176.000000 Penalty: 5577.380859
	Iteration 55Q: 3 clusters Score -9826176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9826181.000000 Penalty: 5577.380859
	Iteration 56Q: 3 clusters Score -9826181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9826179.000000 Penalty: 5577.380859
	Iteration 57Q: 3 clusters Score -9826179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9826193.000000 Penalty: 5577.380859
	Iteration 58Q: 3 clusters Score -9826193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9826191.000000 Penalty: 5577.380859
	Iteration 59Q: 3 clusters Score -9826191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75695 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9826207.000000 Penalty: 5577.380859
	Iteration 60F: 3 clusters Score -9826207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9826208.000000 Penalty: 5577.380859
	Iteration 61Q: 3 clusters Score -9826208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75710 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9826220.000000 Penalty: 5577.380859
	Iteration 62Q: 3 clusters Score -9826220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9826220.000000 Penalty: 5577.380859
	Iteration 63Q: 3 clusters Score -9826220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75720 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9826218.000000 Penalty: 5577.380859
	Iteration 64Q: 3 clusters Score -9826218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75720 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9826219.000000 Penalty: 5577.380859
	Iteration 65Q: 3 clusters Score -9826219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9826222.000000 Penalty: 5577.380859
	Iteration 66Q: 3 clusters Score -9826222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75724 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9826220.000000 Penalty: 5577.380859
	Iteration 67Q: 3 clusters Score -9826220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75728 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9826219.000000 Penalty: 5577.380859
	Iteration 68Q: 3 clusters Score -9826219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9826224.000000 Penalty: 5577.380859
	Iteration 69Q: 3 clusters Score -9826224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9826222.000000 Penalty: 5577.380859
	Iteration 70Q: 3 clusters Score -9826222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9826230.000000 Penalty: 5577.380859
	Iteration 71Q: 3 clusters Score -9826230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9826230.000000 Penalty: 5577.380859
	Iteration 72F: 3 clusters Score -9826230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (126565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126565 members 
Entering Unmasked Estep 
Score: -16195900.000000 Penalty: 2913.630859
	Iteration 0F: 2 clusters Score -1.61959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -16112337.000000 Penalty: 5827.261719
	Iteration 0F: 3 clusters Score -1.611234e+07 nChanged 60238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -16147118.000000 Penalty: 5827.261719
	Iteration 1F: 3 clusters Score -1.614712e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -16148303.000000 Penalty: 5827.261719
	Iteration 2Q: 3 clusters Score -1.61483e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 70276 members 
Entering Unmasked Estep 
Score: -16149854.000000 Penalty: 5827.261719
	Iteration 3Q: 3 clusters Score -1.614985e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -16152579.000000 Penalty: 5827.261719
	Iteration 4Q: 3 clusters Score -1.615258e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -16156881.000000 Penalty: 5827.261719
	Iteration 5F: 3 clusters Score -1.615688e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 87374 members 
Entering Unmasked Estep 
Score: -16162846.000000 Penalty: 5827.261719
	Iteration 6F: 3 clusters Score -1.616285e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 95233 members 
Entering Unmasked Estep 
Score: -16170273.000000 Penalty: 5827.261719
	Iteration 7F: 3 clusters Score -1.617027e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 102216 members 
Entering Unmasked Estep 
Score: -16177122.000000 Penalty: 5827.261719
	Iteration 8F: 3 clusters Score -1.617712e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 107557 members 
Entering Unmasked Estep 
Score: -16182342.000000 Penalty: 5827.261719
	Iteration 9Q: 3 clusters Score -1.618234e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 111210 members 
Entering Unmasked Estep 
Score: -16185461.000000 Penalty: 5827.261719
	Iteration 10Q: 3 clusters Score -1.618546e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 113747 members 
Entering Unmasked Estep 
Score: -16187271.000000 Penalty: 5827.261719
	Iteration 11Q: 3 clusters Score -1.618727e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 115748 members 
Entering Unmasked Estep 
Score: -16188328.000000 Penalty: 5827.261719
	Iteration 12Q: 3 clusters Score -1.618833e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 117466 members 
Entering Unmasked Estep 
Score: -16189299.000000 Penalty: 5827.261719
	Iteration 13Q: 3 clusters Score -1.61893e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 118940 members 
Entering Unmasked Estep 
Score: -16190107.000000 Penalty: 5827.261719
	Iteration 14Q: 3 clusters Score -1.619011e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 120201 members 
Entering Unmasked Estep 
Score: -16190859.000000 Penalty: 5827.261719
	Iteration 15Q: 3 clusters Score -1.619086e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 121236 members 
Entering Unmasked Estep 
Score: -16191415.000000 Penalty: 5827.261719
	Iteration 16Q: 3 clusters Score -1.619142e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 122102 members 
Entering Unmasked Estep 
Score: -16191971.000000 Penalty: 5827.261719
	Iteration 17Q: 3 clusters Score -1.619197e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 122819 members 
Entering Unmasked Estep 
Score: -16192488.000000 Penalty: 5827.261719
	Iteration 18Q: 3 clusters Score -1.619249e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 123354 members 
Entering Unmasked Estep 
Score: -16192861.000000 Penalty: 5827.261719
	Iteration 19Q: 3 clusters Score -1.619286e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 123745 members 
Entering Unmasked Estep 
Score: -16193119.000000 Penalty: 5827.261719
	Iteration 20F: 3 clusters Score -1.619312e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 124040 members 
Entering Unmasked Estep 
Score: -16193274.000000 Penalty: 5827.261719
	Iteration 21Q: 3 clusters Score -1.619327e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 124276 members 
Entering Unmasked Estep 
Score: -16193449.000000 Penalty: 5827.261719
	Iteration 22Q: 3 clusters Score -1.619345e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 124456 members 
Entering Unmasked Estep 
Score: -16193570.000000 Penalty: 5827.261719
	Iteration 23Q: 3 clusters Score -1.619357e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 124597 members 
Entering Unmasked Estep 
Score: -16193653.000000 Penalty: 5827.261719
	Iteration 24Q: 3 clusters Score -1.619365e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 124706 members 
Entering Unmasked Estep 
Score: -16193768.000000 Penalty: 5827.261719
	Iteration 25Q: 3 clusters Score -1.619377e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 124785 members 
Entering Unmasked Estep 
Score: -16193774.000000 Penalty: 5827.261719
	Iteration 26Q: 3 clusters Score -1.619377e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 124832 members 
Entering Unmasked Estep 
Score: -16193813.000000 Penalty: 5827.261719
	Iteration 27Q: 3 clusters Score -1.619381e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 124876 members 
Entering Unmasked Estep 
Score: -16193816.000000 Penalty: 5827.261719
	Iteration 28Q: 3 clusters Score -1.619382e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 124915 members 
Entering Unmasked Estep 
Score: -16193853.000000 Penalty: 5827.261719
	Iteration 29Q: 3 clusters Score -1.619385e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 124948 members 
Entering Unmasked Estep 
Score: -16193865.000000 Penalty: 5827.261719
	Iteration 30Q: 3 clusters Score -1.619386e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 124995 members 
Entering Unmasked Estep 
Score: -16193914.000000 Penalty: 5827.261719
	Iteration 31Q: 3 clusters Score -1.619391e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 125027 members 
Entering Unmasked Estep 
Score: -16193960.000000 Penalty: 5827.261719
	Iteration 32Q: 3 clusters Score -1.619396e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 125060 members 
Entering Unmasked Estep 
Score: -16193971.000000 Penalty: 5827.261719
	Iteration 33Q: 3 clusters Score -1.619397e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 125090 members 
Entering Unmasked Estep 
Score: -16193967.000000 Penalty: 5827.261719
	Iteration 34Q: 3 clusters Score -1.619397e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 125119 members 
Entering Unmasked Estep 
Score: -16193973.000000 Penalty: 5827.261719
	Iteration 35Q: 3 clusters Score -1.619397e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 125141 members 
Entering Unmasked Estep 
Score: -16194016.000000 Penalty: 5827.261719
	Iteration 36Q: 3 clusters Score -1.619402e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 125155 members 
Entering Unmasked Estep 
Score: -16194014.000000 Penalty: 5827.261719
	Iteration 37Q: 3 clusters Score -1.619401e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 125167 members 
Entering Unmasked Estep 
Score: -16194016.000000 Penalty: 5827.261719
	Iteration 38Q: 3 clusters Score -1.619402e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 125174 members 
Entering Unmasked Estep 
Score: -16194020.000000 Penalty: 5827.261719
	Iteration 39Q: 3 clusters Score -1.619402e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 125180 members 
Entering Unmasked Estep 
Score: -16194031.000000 Penalty: 5827.261719
	Iteration 40F: 3 clusters Score -1.619403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 125182 members 
Entering Unmasked Estep 
Score: -16194046.000000 Penalty: 5827.261719
	Iteration 41Q: 3 clusters Score -1.619405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 125182 members 
Entering Unmasked Estep 
Score: -16194043.000000 Penalty: 5827.261719
	Iteration 42Q: 3 clusters Score -1.619404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 125183 members 
Entering Unmasked Estep 
Score: -16194044.000000 Penalty: 5827.261719
	Iteration 43Q: 3 clusters Score -1.619404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 125181 members 
Entering Unmasked Estep 
Score: -16194050.000000 Penalty: 5827.261719
	Iteration 44Q: 3 clusters Score -1.619405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 125179 members 
Entering Unmasked Estep 
Score: -16194044.000000 Penalty: 5827.261719
	Iteration 45Q: 3 clusters Score -1.619404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 125180 members 
Entering Unmasked Estep 
Score: -16194048.000000 Penalty: 5827.261719
	Iteration 46Q: 3 clusters Score -1.619405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 125181 members 
Entering Unmasked Estep 
Score: -16194055.000000 Penalty: 5827.261719
	Iteration 47Q: 3 clusters Score -1.619406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 125182 members 
Entering Unmasked Estep 
Score: -16194059.000000 Penalty: 5827.261719
	Iteration 48Q: 3 clusters Score -1.619406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 125182 members 
Entering Unmasked Estep 
Score: -16194059.000000 Penalty: 5827.261719
	Iteration 49F: 3 clusters Score -1.619406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (162261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162261 members 
Entering Unmasked Estep 
Score: -20607542.000000 Penalty: 2975.246582
	Iteration 0F: 2 clusters Score -2.060754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 81141 members 
Entering Unmasked Estep 
Score: -20500866.000000 Penalty: 5950.493164
	Iteration 0F: 3 clusters Score -2.050087e+07 nChanged 77705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -20545220.000000 Penalty: 5950.493164
	Iteration 1F: 3 clusters Score -2.054522e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Mstep: Class 2 contains 80737 members 
Entering Unmasked Estep 
Score: -20545906.000000 Penalty: 5950.493164
	Iteration 2Q: 3 clusters Score -2.054591e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81791 members 
Mstep: Class 2 contains 80470 members 
Entering Unmasked Estep 
Score: -20546560.000000 Penalty: 5950.493164
	Iteration 3Q: 3 clusters Score -2.054656e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 80033 members 
Entering Unmasked Estep 
Score: -20547196.000000 Penalty: 5950.493164
	Iteration 4Q: 3 clusters Score -2.05472e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82935 members 
Mstep: Class 2 contains 79326 members 
Entering Unmasked Estep 
Score: -20548000.000000 Penalty: 5950.493164
	Iteration 5Q: 3 clusters Score -2.0548e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83881 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -20549160.000000 Penalty: 5950.493164
	Iteration 6Q: 3 clusters Score -2.054916e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85240 members 
Mstep: Class 2 contains 77021 members 
Entering Unmasked Estep 
Score: -20550698.000000 Penalty: 5950.493164
	Iteration 7Q: 3 clusters Score -2.05507e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87082 members 
Mstep: Class 2 contains 75179 members 
Entering Unmasked Estep 
Score: -20552764.000000 Penalty: 5950.493164
	Iteration 8Q: 3 clusters Score -2.055276e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89351 members 
Mstep: Class 2 contains 72910 members 
Entering Unmasked Estep 
Score: -20555694.000000 Penalty: 5950.493164
	Iteration 9Q: 3 clusters Score -2.055569e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91857 members 
Mstep: Class 2 contains 70404 members 
Entering Unmasked Estep 
Score: -20559734.000000 Penalty: 5950.493164
	Iteration 10Q: 3 clusters Score -2.055973e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94391 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -20565550.000000 Penalty: 5950.493164
	Iteration 11F: 3 clusters Score -2.056555e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96231 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -20573450.000000 Penalty: 5950.493164
	Iteration 12F: 3 clusters Score -2.057345e+07 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96448 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
Score: -20582774.000000 Penalty: 5950.493164
	Iteration 13F: 3 clusters Score -2.058277e+07 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -20590584.000000 Penalty: 5950.493164
	Iteration 14F: 3 clusters Score -2.059058e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93089 members 
Mstep: Class 2 contains 69172 members 
Entering Unmasked Estep 
Score: -20594822.000000 Penalty: 5950.493164
	Iteration 15F: 3 clusters Score -2.059482e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91285 members 
Mstep: Class 2 contains 70976 members 
Entering Unmasked Estep 
Score: -20596848.000000 Penalty: 5950.493164
	Iteration 16Q: 3 clusters Score -2.059685e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89405 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -20598382.000000 Penalty: 5950.493164
	Iteration 17Q: 3 clusters Score -2.059838e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 74976 members 
Entering Unmasked Estep 
Score: -20600046.000000 Penalty: 5950.493164
	Iteration 18Q: 3 clusters Score -2.060005e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85039 members 
Mstep: Class 2 contains 77222 members 
Entering Unmasked Estep 
Score: -20601592.000000 Penalty: 5950.493164
	Iteration 19Q: 3 clusters Score -2.060159e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82794 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -20603108.000000 Penalty: 5950.493164
	Iteration 20F: 3 clusters Score -2.060311e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80801 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -20604310.000000 Penalty: 5950.493164
	Iteration 21Q: 3 clusters Score -2.060431e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 83087 members 
Entering Unmasked Estep 
Score: -20605162.000000 Penalty: 5950.493164
	Iteration 22Q: 3 clusters Score -2.060516e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 84464 members 
Entering Unmasked Estep 
Score: -20605712.000000 Penalty: 5950.493164
	Iteration 23Q: 3 clusters Score -2.060571e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 85648 members 
Entering Unmasked Estep 
Score: -20606020.000000 Penalty: 5950.493164
	Iteration 24Q: 3 clusters Score -2.060602e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -20606272.000000 Penalty: 5950.493164
	Iteration 25Q: 3 clusters Score -2.060627e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74503 members 
Mstep: Class 2 contains 87758 members 
Entering Unmasked Estep 
Score: -20606562.000000 Penalty: 5950.493164
	Iteration 26Q: 3 clusters Score -2.060656e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 88741 members 
Entering Unmasked Estep 
Score: -20606696.000000 Penalty: 5950.493164
	Iteration 27Q: 3 clusters Score -2.06067e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 89749 members 
Entering Unmasked Estep 
Score: -20606814.000000 Penalty: 5950.493164
	Iteration 28Q: 3 clusters Score -2.060681e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 90742 members 
Entering Unmasked Estep 
Score: -20606882.000000 Penalty: 5950.493164
	Iteration 29Q: 3 clusters Score -2.060688e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70514 members 
Mstep: Class 2 contains 91747 members 
Entering Unmasked Estep 
Score: -20607016.000000 Penalty: 5950.493164
	Iteration 30Q: 3 clusters Score -2.060702e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 92712 members 
Entering Unmasked Estep 
Score: -20607146.000000 Penalty: 5950.493164
	Iteration 31Q: 3 clusters Score -2.060715e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 93675 members 
Entering Unmasked Estep 
Score: -20607308.000000 Penalty: 5950.493164
	Iteration 32Q: 3 clusters Score -2.060731e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67659 members 
Mstep: Class 2 contains 94602 members 
Entering Unmasked Estep 
Score: -20607460.000000 Penalty: 5950.493164
	Iteration 33Q: 3 clusters Score -2.060746e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 95488 members 
Entering Unmasked Estep 
Score: -20607636.000000 Penalty: 5950.493164
	Iteration 34Q: 3 clusters Score -2.060764e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65936 members 
Mstep: Class 2 contains 96325 members 
Entering Unmasked Estep 
Score: -20607774.000000 Penalty: 5950.493164
	Iteration 35Q: 3 clusters Score -2.060777e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65184 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -20607874.000000 Penalty: 5950.493164
	Iteration 36Q: 3 clusters Score -2.060787e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 97803 members 
Entering Unmasked Estep 
Score: -20607988.000000 Penalty: 5950.493164
	Iteration 37Q: 3 clusters Score -2.060799e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
Score: -20607982.000000 Penalty: 5950.493164
	Iteration 38Q: 3 clusters Score -2.060798e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 99189 members 
Entering Unmasked Estep 
Score: -20608058.000000 Penalty: 5950.493164
	Iteration 39Q: 3 clusters Score -2.060806e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 99872 members 
Entering Unmasked Estep 
Score: -20608136.000000 Penalty: 5950.493164
	Iteration 40F: 3 clusters Score -2.060814e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 100518 members 
Entering Unmasked Estep 
Score: -20608144.000000 Penalty: 5950.493164
	Iteration 41Q: 3 clusters Score -2.060814e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61128 members 
Mstep: Class 2 contains 101133 members 
Entering Unmasked Estep 
Score: -20608244.000000 Penalty: 5950.493164
	Iteration 42Q: 3 clusters Score -2.060824e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 101717 members 
Entering Unmasked Estep 
Score: -20608328.000000 Penalty: 5950.493164
	Iteration 43Q: 3 clusters Score -2.060833e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -20608340.000000 Penalty: 5950.493164
	Iteration 44Q: 3 clusters Score -2.060834e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 102865 members 
Entering Unmasked Estep 
Score: -20608372.000000 Penalty: 5950.493164
	Iteration 45Q: 3 clusters Score -2.060837e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 103431 members 
Entering Unmasked Estep 
Score: -20608398.000000 Penalty: 5950.493164
	Iteration 46Q: 3 clusters Score -2.06084e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 103973 members 
Entering Unmasked Estep 
Score: -20608424.000000 Penalty: 5950.493164
	Iteration 47Q: 3 clusters Score -2.060842e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 104509 members 
Entering Unmasked Estep 
Score: -20608444.000000 Penalty: 5950.493164
	Iteration 48Q: 3 clusters Score -2.060844e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 105019 members 
Entering Unmasked Estep 
Score: -20608456.000000 Penalty: 5950.493164
	Iteration 49Q: 3 clusters Score -2.060846e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
Score: -20608510.000000 Penalty: 5950.493164
	Iteration 50Q: 3 clusters Score -2.060851e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 105952 members 
Entering Unmasked Estep 
Score: -20608504.000000 Penalty: 5950.493164
	Iteration 51Q: 3 clusters Score -2.06085e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 106403 members 
Entering Unmasked Estep 
Score: -20608570.000000 Penalty: 5950.493164
	Iteration 52Q: 3 clusters Score -2.060857e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -20608586.000000 Penalty: 5950.493164
	Iteration 53Q: 3 clusters Score -2.060859e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 107299 members 
Entering Unmasked Estep 
Score: -20608620.000000 Penalty: 5950.493164
	Iteration 54Q: 3 clusters Score -2.060862e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 107755 members 
Entering Unmasked Estep 
Score: -20608624.000000 Penalty: 5950.493164
	Iteration 55Q: 3 clusters Score -2.060862e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 108145 members 
Entering Unmasked Estep 
Score: -20608672.000000 Penalty: 5950.493164
	Iteration 56Q: 3 clusters Score -2.060867e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 108526 members 
Entering Unmasked Estep 
Score: -20608706.000000 Penalty: 5950.493164
	Iteration 57Q: 3 clusters Score -2.060871e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 108908 members 
Entering Unmasked Estep 
Score: -20608772.000000 Penalty: 5950.493164
	Iteration 58Q: 3 clusters Score -2.060877e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -20608814.000000 Penalty: 5950.493164
	Iteration 59Q: 3 clusters Score -2.060881e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 109642 members 
Entering Unmasked Estep 
Score: -20608804.000000 Penalty: 5950.493164
	Iteration 60F: 3 clusters Score -2.06088e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 109994 members 
Entering Unmasked Estep 
Score: -20608926.000000 Penalty: 5950.493164
	Iteration 61Q: 3 clusters Score -2.060893e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 110350 members 
Entering Unmasked Estep 
Score: -20608914.000000 Penalty: 5950.493164
	Iteration 62Q: 3 clusters Score -2.060891e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 110693 members 
Entering Unmasked Estep 
Score: -20608924.000000 Penalty: 5950.493164
	Iteration 63Q: 3 clusters Score -2.060892e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 111030 members 
Entering Unmasked Estep 
Score: -20608962.000000 Penalty: 5950.493164
	Iteration 64Q: 3 clusters Score -2.060896e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 111373 members 
Entering Unmasked Estep 
Score: -20608944.000000 Penalty: 5950.493164
	Iteration 65Q: 3 clusters Score -2.060894e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 111718 members 
Entering Unmasked Estep 
Score: -20608974.000000 Penalty: 5950.493164
	Iteration 66Q: 3 clusters Score -2.060897e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 112066 members 
Entering Unmasked Estep 
Score: -20608986.000000 Penalty: 5950.493164
	Iteration 67Q: 3 clusters Score -2.060899e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 112404 members 
Entering Unmasked Estep 
Score: -20608992.000000 Penalty: 5950.493164
	Iteration 68Q: 3 clusters Score -2.060899e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 112724 members 
Entering Unmasked Estep 
Score: -20608990.000000 Penalty: 5950.493164
	Iteration 69Q: 3 clusters Score -2.060899e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 113026 members 
Entering Unmasked Estep 
Score: -20609028.000000 Penalty: 5950.493164
	Iteration 70Q: 3 clusters Score -2.060903e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 113311 members 
Entering Unmasked Estep 
Score: -20609058.000000 Penalty: 5950.493164
	Iteration 71Q: 3 clusters Score -2.060906e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 113594 members 
Entering Unmasked Estep 
Score: -20609142.000000 Penalty: 5950.493164
	Iteration 72Q: 3 clusters Score -2.060914e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 113871 members 
Entering Unmasked Estep 
Score: -20609156.000000 Penalty: 5950.493164
	Iteration 73Q: 3 clusters Score -2.060916e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 114130 members 
Entering Unmasked Estep 
Score: -20609158.000000 Penalty: 5950.493164
	Iteration 74Q: 3 clusters Score -2.060916e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 114369 members 
Entering Unmasked Estep 
Score: -20609170.000000 Penalty: 5950.493164
	Iteration 75Q: 3 clusters Score -2.060917e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 114601 members 
Entering Unmasked Estep 
Score: -20609170.000000 Penalty: 5950.493164
	Iteration 76Q: 3 clusters Score -2.060917e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 114836 members 
Entering Unmasked Estep 
Score: -20609172.000000 Penalty: 5950.493164
	Iteration 77Q: 3 clusters Score -2.060917e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 115085 members 
Entering Unmasked Estep 
Score: -20609190.000000 Penalty: 5950.493164
	Iteration 78Q: 3 clusters Score -2.060919e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 115312 members 
Entering Unmasked Estep 
Score: -20609160.000000 Penalty: 5950.493164
	Iteration 79Q: 3 clusters Score -2.060916e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 115557 members 
Entering Unmasked Estep 
Score: -20609176.000000 Penalty: 5950.493164
	Iteration 80F: 3 clusters Score -2.060918e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 115810 members 
Entering Unmasked Estep 
Score: -20609240.000000 Penalty: 5950.493164
	Iteration 81Q: 3 clusters Score -2.060924e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 116064 members 
Entering Unmasked Estep 
Score: -20609286.000000 Penalty: 5950.493164
	Iteration 82Q: 3 clusters Score -2.060929e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 116294 members 
Entering Unmasked Estep 
Score: -20609292.000000 Penalty: 5950.493164
	Iteration 83Q: 3 clusters Score -2.060929e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 116499 members 
Entering Unmasked Estep 
Score: -20609320.000000 Penalty: 5950.493164
	Iteration 84Q: 3 clusters Score -2.060932e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 116713 members 
Entering Unmasked Estep 
Score: -20609330.000000 Penalty: 5950.493164
	Iteration 85Q: 3 clusters Score -2.060933e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 116935 members 
Entering Unmasked Estep 
Score: -20609332.000000 Penalty: 5950.493164
	Iteration 86Q: 3 clusters Score -2.060933e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 117152 members 
Entering Unmasked Estep 
Score: -20609330.000000 Penalty: 5950.493164
	Iteration 87Q: 3 clusters Score -2.060933e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 117335 members 
Entering Unmasked Estep 
Score: -20609360.000000 Penalty: 5950.493164
	Iteration 88Q: 3 clusters Score -2.060936e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 117540 members 
Entering Unmasked Estep 
Score: -20609374.000000 Penalty: 5950.493164
	Iteration 89Q: 3 clusters Score -2.060937e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 117737 members 
Entering Unmasked Estep 
Score: -20609400.000000 Penalty: 5950.493164
	Iteration 90Q: 3 clusters Score -2.06094e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 117919 members 
Entering Unmasked Estep 
Score: -20609400.000000 Penalty: 5950.493164
	Iteration 91Q: 3 clusters Score -2.06094e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 118103 members 
Entering Unmasked Estep 
Score: -20609416.000000 Penalty: 5950.493164
	Iteration 92Q: 3 clusters Score -2.060942e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 118254 members 
Entering Unmasked Estep 
Score: -20609460.000000 Penalty: 5950.493164
	Iteration 93Q: 3 clusters Score -2.060946e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 118402 members 
Entering Unmasked Estep 
Score: -20609458.000000 Penalty: 5950.493164
	Iteration 94Q: 3 clusters Score -2.060946e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 118558 members 
Entering Unmasked Estep 
Score: -20609482.000000 Penalty: 5950.493164
	Iteration 95Q: 3 clusters Score -2.060948e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 118718 members 
Entering Unmasked Estep 
Score: -20609508.000000 Penalty: 5950.493164
	Iteration 96Q: 3 clusters Score -2.060951e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 118884 members 
Entering Unmasked Estep 
Score: -20609492.000000 Penalty: 5950.493164
	Iteration 97Q: 3 clusters Score -2.060949e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 119053 members 
Entering Unmasked Estep 
Score: -20609520.000000 Penalty: 5950.493164
	Iteration 98Q: 3 clusters Score -2.060952e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 119253 members 
Entering Unmasked Estep 
Score: -20609494.000000 Penalty: 5950.493164
	Iteration 99Q: 3 clusters Score -2.060949e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 119427 members 
Entering Unmasked Estep 
Score: -20609502.000000 Penalty: 5950.493164
	Iteration 100F: 3 clusters Score -2.06095e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 119615 members 
Entering Unmasked Estep 
Score: -20609522.000000 Penalty: 5950.493164
	Iteration 101Q: 3 clusters Score -2.060952e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 119827 members 
Entering Unmasked Estep 
Score: -20609560.000000 Penalty: 5950.493164
	Iteration 102Q: 3 clusters Score -2.060956e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 120042 members 
Entering Unmasked Estep 
Score: -20609560.000000 Penalty: 5950.493164
	Iteration 103Q: 3 clusters Score -2.060956e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 120250 members 
Entering Unmasked Estep 
Score: -20609572.000000 Penalty: 5950.493164
	Iteration 104Q: 3 clusters Score -2.060957e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 120445 members 
Entering Unmasked Estep 
Score: -20609594.000000 Penalty: 5950.493164
	Iteration 105Q: 3 clusters Score -2.060959e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 120627 members 
Entering Unmasked Estep 
Score: -20609568.000000 Penalty: 5950.493164
	Iteration 106Q: 3 clusters Score -2.060957e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 120807 members 
Entering Unmasked Estep 
Score: -20609592.000000 Penalty: 5950.493164
	Iteration 107Q: 3 clusters Score -2.060959e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 120968 members 
Entering Unmasked Estep 
Score: -20609606.000000 Penalty: 5950.493164
	Iteration 108Q: 3 clusters Score -2.060961e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 121125 members 
Entering Unmasked Estep 
Score: -20609626.000000 Penalty: 5950.493164
	Iteration 109Q: 3 clusters Score -2.060963e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 121290 members 
Entering Unmasked Estep 
Score: -20609618.000000 Penalty: 5950.493164
	Iteration 110Q: 3 clusters Score -2.060962e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 121447 members 
Entering Unmasked Estep 
Score: -20609668.000000 Penalty: 5950.493164
	Iteration 111Q: 3 clusters Score -2.060967e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 121609 members 
Entering Unmasked Estep 
Score: -20609672.000000 Penalty: 5950.493164
	Iteration 112Q: 3 clusters Score -2.060967e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 121765 members 
Entering Unmasked Estep 
Score: -20609686.000000 Penalty: 5950.493164
	Iteration 113Q: 3 clusters Score -2.060969e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 121914 members 
Entering Unmasked Estep 
Score: -20609646.000000 Penalty: 5950.493164
	Iteration 114Q: 3 clusters Score -2.060965e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 122076 members 
Entering Unmasked Estep 
Score: -20609658.000000 Penalty: 5950.493164
	Iteration 115Q: 3 clusters Score -2.060966e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 122265 members 
Entering Unmasked Estep 
Score: -20609648.000000 Penalty: 5950.493164
	Iteration 116Q: 3 clusters Score -2.060965e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 122466 members 
Entering Unmasked Estep 
Score: -20609644.000000 Penalty: 5950.493164
	Iteration 117Q: 3 clusters Score -2.060964e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 122672 members 
Entering Unmasked Estep 
Score: -20609646.000000 Penalty: 5950.493164
	Iteration 118Q: 3 clusters Score -2.060965e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 122837 members 
Entering Unmasked Estep 
Score: -20609690.000000 Penalty: 5950.493164
	Iteration 119Q: 3 clusters Score -2.060969e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 123002 members 
Entering Unmasked Estep 
Score: -20609644.000000 Penalty: 5950.493164
	Iteration 120F: 3 clusters Score -2.060964e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 123164 members 
Entering Unmasked Estep 
Score: -20609680.000000 Penalty: 5950.493164
	Iteration 121Q: 3 clusters Score -2.060968e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 123323 members 
Entering Unmasked Estep 
Score: -20609700.000000 Penalty: 5950.493164
	Iteration 122Q: 3 clusters Score -2.06097e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 123469 members 
Entering Unmasked Estep 
Score: -20609648.000000 Penalty: 5950.493164
	Iteration 123Q: 3 clusters Score -2.060965e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 123615 members 
Entering Unmasked Estep 
Score: -20609640.000000 Penalty: 5950.493164
	Iteration 124Q: 3 clusters Score -2.060964e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 123755 members 
Entering Unmasked Estep 
Score: -20609662.000000 Penalty: 5950.493164
	Iteration 125Q: 3 clusters Score -2.060966e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 123902 members 
Entering Unmasked Estep 
Score: -20609672.000000 Penalty: 5950.493164
	Iteration 126Q: 3 clusters Score -2.060967e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 124059 members 
Entering Unmasked Estep 
Score: -20609670.000000 Penalty: 5950.493164
	Iteration 127Q: 3 clusters Score -2.060967e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 124209 members 
Entering Unmasked Estep 
Score: -20609722.000000 Penalty: 5950.493164
	Iteration 128Q: 3 clusters Score -2.060972e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 124366 members 
Entering Unmasked Estep 
Score: -20609732.000000 Penalty: 5950.493164
	Iteration 129Q: 3 clusters Score -2.060973e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 124532 members 
Entering Unmasked Estep 
Score: -20609734.000000 Penalty: 5950.493164
	Iteration 130Q: 3 clusters Score -2.060973e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 124680 members 
Entering Unmasked Estep 
Score: -20609720.000000 Penalty: 5950.493164
	Iteration 131Q: 3 clusters Score -2.060972e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 124824 members 
Entering Unmasked Estep 
Score: -20609718.000000 Penalty: 5950.493164
	Iteration 132Q: 3 clusters Score -2.060972e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 124973 members 
Entering Unmasked Estep 
Score: -20609706.000000 Penalty: 5950.493164
	Iteration 133Q: 3 clusters Score -2.060971e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 125101 members 
Entering Unmasked Estep 
Score: -20609728.000000 Penalty: 5950.493164
	Iteration 134Q: 3 clusters Score -2.060973e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 125235 members 
Entering Unmasked Estep 
Score: -20609746.000000 Penalty: 5950.493164
	Iteration 135Q: 3 clusters Score -2.060975e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 125369 members 
Entering Unmasked Estep 
Score: -20609740.000000 Penalty: 5950.493164
	Iteration 136Q: 3 clusters Score -2.060974e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 125488 members 
Entering Unmasked Estep 
Score: -20609722.000000 Penalty: 5950.493164
	Iteration 137Q: 3 clusters Score -2.060972e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 125608 members 
Entering Unmasked Estep 
Score: -20609754.000000 Penalty: 5950.493164
	Iteration 138Q: 3 clusters Score -2.060975e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 125721 members 
Entering Unmasked Estep 
Score: -20609748.000000 Penalty: 5950.493164
	Iteration 139Q: 3 clusters Score -2.060975e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 125840 members 
Entering Unmasked Estep 
Score: -20609722.000000 Penalty: 5950.493164
	Iteration 140F: 3 clusters Score -2.060972e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 125958 members 
Entering Unmasked Estep 
Score: -20609728.000000 Penalty: 5950.493164
	Iteration 141Q: 3 clusters Score -2.060973e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 126090 members 
Entering Unmasked Estep 
Score: -20609772.000000 Penalty: 5950.493164
	Iteration 142Q: 3 clusters Score -2.060977e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 126207 members 
Entering Unmasked Estep 
Score: -20609780.000000 Penalty: 5950.493164
	Iteration 143Q: 3 clusters Score -2.060978e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 126321 members 
Entering Unmasked Estep 
Score: -20609810.000000 Penalty: 5950.493164
	Iteration 144Q: 3 clusters Score -2.060981e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 126431 members 
Entering Unmasked Estep 
Score: -20609790.000000 Penalty: 5950.493164
	Iteration 145Q: 3 clusters Score -2.060979e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 126546 members 
Entering Unmasked Estep 
Score: -20609818.000000 Penalty: 5950.493164
	Iteration 146Q: 3 clusters Score -2.060982e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 126659 members 
Entering Unmasked Estep 
Score: -20609848.000000 Penalty: 5950.493164
	Iteration 147Q: 3 clusters Score -2.060985e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 126744 members 
Entering Unmasked Estep 
Score: -20609850.000000 Penalty: 5950.493164
	Iteration 148Q: 3 clusters Score -2.060985e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 126819 members 
Entering Unmasked Estep 
Score: -20609870.000000 Penalty: 5950.493164
	Iteration 149Q: 3 clusters Score -2.060987e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 126882 members 
Entering Unmasked Estep 
Score: -20609870.000000 Penalty: 5950.493164
	Iteration 150Q: 3 clusters Score -2.060987e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 126938 members 
Entering Unmasked Estep 
Score: -20609848.000000 Penalty: 5950.493164
	Iteration 151Q: 3 clusters Score -2.060985e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 126990 members 
Entering Unmasked Estep 
Score: -20609856.000000 Penalty: 5950.493164
	Iteration 152Q: 3 clusters Score -2.060986e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 127033 members 
Entering Unmasked Estep 
Score: -20609834.000000 Penalty: 5950.493164
	Iteration 153Q: 3 clusters Score -2.060983e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 127074 members 
Entering Unmasked Estep 
Score: -20609848.000000 Penalty: 5950.493164
	Iteration 154Q: 3 clusters Score -2.060985e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 127104 members 
Entering Unmasked Estep 
Score: -20609820.000000 Penalty: 5950.493164
	Iteration 155Q: 3 clusters Score -2.060982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 127132 members 
Entering Unmasked Estep 
Score: -20609832.000000 Penalty: 5950.493164
	Iteration 156Q: 3 clusters Score -2.060983e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 127158 members 
Entering Unmasked Estep 
Score: -20609816.000000 Penalty: 5950.493164
	Iteration 157Q: 3 clusters Score -2.060982e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 127190 members 
Entering Unmasked Estep 
Score: -20609824.000000 Penalty: 5950.493164
	Iteration 158Q: 3 clusters Score -2.060982e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 127215 members 
Entering Unmasked Estep 
Score: -20609812.000000 Penalty: 5950.493164
	Iteration 159Q: 3 clusters Score -2.060981e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 127238 members 
Entering Unmasked Estep 
Score: -20609818.000000 Penalty: 5950.493164
	Iteration 160F: 3 clusters Score -2.060982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 127254 members 
Entering Unmasked Estep 
Score: -20609806.000000 Penalty: 5950.493164
	Iteration 161Q: 3 clusters Score -2.060981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 127265 members 
Entering Unmasked Estep 
Score: -20609822.000000 Penalty: 5950.493164
	Iteration 162Q: 3 clusters Score -2.060982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 127273 members 
Entering Unmasked Estep 
Score: -20609830.000000 Penalty: 5950.493164
	Iteration 163Q: 3 clusters Score -2.060983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 127279 members 
Entering Unmasked Estep 
Score: -20609832.000000 Penalty: 5950.493164
	Iteration 164Q: 3 clusters Score -2.060983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 127286 members 
Entering Unmasked Estep 
Score: -20609840.000000 Penalty: 5950.493164
	Iteration 165Q: 3 clusters Score -2.060984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 127296 members 
Entering Unmasked Estep 
Score: -20609840.000000 Penalty: 5950.493164
	Iteration 166Q: 3 clusters Score -2.060984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 127310 members 
Entering Unmasked Estep 
Score: -20609818.000000 Penalty: 5950.493164
	Iteration 167Q: 3 clusters Score -2.060982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 127318 members 
Entering Unmasked Estep 
Score: -20609826.000000 Penalty: 5950.493164
	Iteration 168Q: 3 clusters Score -2.060983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 127326 members 
Entering Unmasked Estep 
Score: -20609814.000000 Penalty: 5950.493164
	Iteration 169Q: 3 clusters Score -2.060981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 127334 members 
Entering Unmasked Estep 
Score: -20609806.000000 Penalty: 5950.493164
	Iteration 170Q: 3 clusters Score -2.060981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 127344 members 
Entering Unmasked Estep 
Score: -20609828.000000 Penalty: 5950.493164
	Iteration 171Q: 3 clusters Score -2.060983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 127349 members 
Entering Unmasked Estep 
Score: -20609842.000000 Penalty: 5950.493164
	Iteration 172Q: 3 clusters Score -2.060984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 127353 members 
Entering Unmasked Estep 
Score: -20609832.000000 Penalty: 5950.493164
	Iteration 173Q: 3 clusters Score -2.060983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 127359 members 
Entering Unmasked Estep 
Score: -20609836.000000 Penalty: 5950.493164
	Iteration 174Q: 3 clusters Score -2.060984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 127369 members 
Entering Unmasked Estep 
Score: -20609828.000000 Penalty: 5950.493164
	Iteration 175Q: 3 clusters Score -2.060983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 127381 members 
Entering Unmasked Estep 
Score: -20609826.000000 Penalty: 5950.493164
	Iteration 176Q: 3 clusters Score -2.060983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 127395 members 
Entering Unmasked Estep 
Score: -20609814.000000 Penalty: 5950.493164
	Iteration 177Q: 3 clusters Score -2.060981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 127403 members 
Entering Unmasked Estep 
Score: -20609818.000000 Penalty: 5950.493164
	Iteration 178Q: 3 clusters Score -2.060982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 127413 members 
Entering Unmasked Estep 
Score: -20609804.000000 Penalty: 5950.493164
	Iteration 179Q: 3 clusters Score -2.06098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 127422 members 
Entering Unmasked Estep 
Score: -20609816.000000 Penalty: 5950.493164
	Iteration 180F: 3 clusters Score -2.060982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 127432 members 
Entering Unmasked Estep 
Score: -20609818.000000 Penalty: 5950.493164
	Iteration 181Q: 3 clusters Score -2.060982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 127441 members 
Entering Unmasked Estep 
Score: -20609824.000000 Penalty: 5950.493164
	Iteration 182Q: 3 clusters Score -2.060982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 127450 members 
Entering Unmasked Estep 
Score: -20609822.000000 Penalty: 5950.493164
	Iteration 183Q: 3 clusters Score -2.060982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 127461 members 
Entering Unmasked Estep 
Score: -20609824.000000 Penalty: 5950.493164
	Iteration 184Q: 3 clusters Score -2.060982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 127466 members 
Entering Unmasked Estep 
Score: -20609814.000000 Penalty: 5950.493164
	Iteration 185Q: 3 clusters Score -2.060981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 127474 members 
Entering Unmasked Estep 
Score: -20609814.000000 Penalty: 5950.493164
	Iteration 186Q: 3 clusters Score -2.060981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 127481 members 
Entering Unmasked Estep 
Score: -20609830.000000 Penalty: 5950.493164
	Iteration 187Q: 3 clusters Score -2.060983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 127487 members 
Entering Unmasked Estep 
Score: -20609828.000000 Penalty: 5950.493164
	Iteration 188Q: 3 clusters Score -2.060983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 127493 members 
Entering Unmasked Estep 
Score: -20609830.000000 Penalty: 5950.493164
	Iteration 189Q: 3 clusters Score -2.060983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 127498 members 
Entering Unmasked Estep 
Score: -20609814.000000 Penalty: 5950.493164
	Iteration 190Q: 3 clusters Score -2.060981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 127502 members 
Entering Unmasked Estep 
Score: -20609828.000000 Penalty: 5950.493164
	Iteration 191Q: 3 clusters Score -2.060983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 127508 members 
Entering Unmasked Estep 
Score: -20609830.000000 Penalty: 5950.493164
	Iteration 192Q: 3 clusters Score -2.060983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 127511 members 
Entering Unmasked Estep 
Score: -20609838.000000 Penalty: 5950.493164
	Iteration 193Q: 3 clusters Score -2.060984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 127516 members 
Entering Unmasked Estep 
Score: -20609854.000000 Penalty: 5950.493164
	Iteration 194Q: 3 clusters Score -2.060985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 127522 members 
Entering Unmasked Estep 
Score: -20609852.000000 Penalty: 5950.493164
	Iteration 195Q: 3 clusters Score -2.060985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 127525 members 
Entering Unmasked Estep 
Score: -20609852.000000 Penalty: 5950.493164
	Iteration 196Q: 3 clusters Score -2.060985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 127531 members 
Entering Unmasked Estep 
Score: -20609862.000000 Penalty: 5950.493164
	Iteration 197Q: 3 clusters Score -2.060986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 127535 members 
Entering Unmasked Estep 
Score: -20609864.000000 Penalty: 5950.493164
	Iteration 198Q: 3 clusters Score -2.060986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 127538 members 
Entering Unmasked Estep 
Score: -20609872.000000 Penalty: 5950.493164
	Iteration 199Q: 3 clusters Score -2.060987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 127538 members 
Entering Unmasked Estep 
Score: -20609872.000000 Penalty: 5950.493164
	Iteration 200F: 3 clusters Score -2.060987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74001 members 
Mstep: Class 3 contains 76475 members 
Mstep: Class 4 contains 126565 members 
Mstep: Class 5 contains 34723 members 
Mstep: Class 6 contains 84542 members 
Mstep: Class 7 contains 127538 members 
Mstep: Class 8 contains 144507 members 
Mstep: Class 9 contains 24026 members 
Mstep: Class 10 contains 9532 members 
Mstep: Class 11 contains 156687 members 
Mstep: Class 12 contains 169095 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1217 members 
Mstep: Class 15 contains 166676 members 
Mstep: Class 16 contains 79929 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8386 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
Score: -161332800.000000 Penalty: 73281.218750
Splitting cluster 5 changes total score from -161332688.000000 to -161332800.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 6 (84542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84542 members 
Entering Unmasked Estep 
Score: -10485355.000000 Penalty: 2813.561035
	Iteration 0F: 2 clusters Score -1.048536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -10428679.000000 Penalty: 5627.122070
	Iteration 0F: 3 clusters Score -1.042868e+07 nChanged 39683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -10451247.000000 Penalty: 5627.122070
	Iteration 1F: 3 clusters Score -1.045125e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -10452037.000000 Penalty: 5627.122070
	Iteration 2Q: 3 clusters Score -1.045204e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -10453243.000000 Penalty: 5627.122070
	Iteration 3Q: 3 clusters Score -1.045324e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -10454971.000000 Penalty: 5627.122070
	Iteration 4Q: 3 clusters Score -1.045497e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -10457462.000000 Penalty: 5627.122070
	Iteration 5F: 3 clusters Score -1.045746e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -10461130.000000 Penalty: 5627.122070
	Iteration 6F: 3 clusters Score -1.046113e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -10465723.000000 Penalty: 5627.122070
	Iteration 7F: 3 clusters Score -1.046572e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69990 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -10470629.000000 Penalty: 5627.122070
	Iteration 8F: 3 clusters Score -1.047063e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75222 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -10475363.000000 Penalty: 5627.122070
	Iteration 9F: 3 clusters Score -1.047536e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79226 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -10479033.000000 Penalty: 5627.122070
	Iteration 10Q: 3 clusters Score -1.047903e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -10481154.000000 Penalty: 5627.122070
	Iteration 11Q: 3 clusters Score -1.048115e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -10482182.000000 Penalty: 5627.122070
	Iteration 12Q: 3 clusters Score -1.048218e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83660 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10482557.000000 Penalty: 5627.122070
	Iteration 13Q: 3 clusters Score -1.048256e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10482727.000000 Penalty: 5627.122070
	Iteration 14Q: 3 clusters Score -1.048273e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83981 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10482796.000000 Penalty: 5627.122070
	Iteration 15Q: 3 clusters Score -1.04828e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84031 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10482836.000000 Penalty: 5627.122070
	Iteration 16Q: 3 clusters Score -1.048284e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10482859.000000 Penalty: 5627.122070
	Iteration 17Q: 3 clusters Score -1.048286e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84085 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10482883.000000 Penalty: 5627.122070
	Iteration 18Q: 3 clusters Score -1.048288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84095 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10482900.000000 Penalty: 5627.122070
	Iteration 19Q: 3 clusters Score -1.04829e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -10482903.000000 Penalty: 5627.122070
	Iteration 20F: 3 clusters Score -1.04829e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84124 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10482919.000000 Penalty: 5627.122070
	Iteration 21Q: 3 clusters Score -1.048292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10482946.000000 Penalty: 5627.122070
	Iteration 22Q: 3 clusters Score -1.048295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10482948.000000 Penalty: 5627.122070
	Iteration 23Q: 3 clusters Score -1.048295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84146 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10482966.000000 Penalty: 5627.122070
	Iteration 24Q: 3 clusters Score -1.048297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10482964.000000 Penalty: 5627.122070
	Iteration 25Q: 3 clusters Score -1.048296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10482969.000000 Penalty: 5627.122070
	Iteration 26Q: 3 clusters Score -1.048297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10482970.000000 Penalty: 5627.122070
	Iteration 27Q: 3 clusters Score -1.048297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10482970.000000 Penalty: 5627.122070
	Iteration 28F: 3 clusters Score -1.048297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (144507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144507 members 
Entering Unmasked Estep 
Score: -18631498.000000 Penalty: 2946.508789
	Iteration 0F: 2 clusters Score -1.86315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72193 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -18538764.000000 Penalty: 5893.017578
	Iteration 0F: 3 clusters Score -1.853876e+07 nChanged 68899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -18578510.000000 Penalty: 5893.017578
	Iteration 1F: 3 clusters Score -1.857851e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70920 members 
Mstep: Class 2 contains 73587 members 
Entering Unmasked Estep 
Score: -18579442.000000 Penalty: 5893.017578
	Iteration 2Q: 3 clusters Score -1.857944e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 74220 members 
Entering Unmasked Estep 
Score: -18580398.000000 Penalty: 5893.017578
	Iteration 3Q: 3 clusters Score -1.85804e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69336 members 
Mstep: Class 2 contains 75171 members 
Entering Unmasked Estep 
Score: -18581622.000000 Penalty: 5893.017578
	Iteration 4Q: 3 clusters Score -1.858162e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -18583326.000000 Penalty: 5893.017578
	Iteration 5Q: 3 clusters Score -1.858333e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66525 members 
Mstep: Class 2 contains 77982 members 
Entering Unmasked Estep 
Score: -18586076.000000 Penalty: 5893.017578
	Iteration 6Q: 3 clusters Score -1.858608e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -18590270.000000 Penalty: 5893.017578
	Iteration 7Q: 3 clusters Score -1.859027e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 81916 members 
Entering Unmasked Estep 
Score: -18595820.000000 Penalty: 5893.017578
	Iteration 8F: 3 clusters Score -1.859582e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 83551 members 
Entering Unmasked Estep 
Score: -18602936.000000 Penalty: 5893.017578
	Iteration 9F: 3 clusters Score -1.860294e+07 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 84381 members 
Entering Unmasked Estep 
Score: -18609606.000000 Penalty: 5893.017578
	Iteration 10F: 3 clusters Score -1.860961e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 84659 members 
Entering Unmasked Estep 
Score: -18613406.000000 Penalty: 5893.017578
	Iteration 11F: 3 clusters Score -1.861341e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 84830 members 
Entering Unmasked Estep 
Score: -18614922.000000 Penalty: 5893.017578
	Iteration 12Q: 3 clusters Score -1.861492e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 85069 members 
Entering Unmasked Estep 
Score: -18615564.000000 Penalty: 5893.017578
	Iteration 13Q: 3 clusters Score -1.861556e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 85360 members 
Entering Unmasked Estep 
Score: -18615862.000000 Penalty: 5893.017578
	Iteration 14Q: 3 clusters Score -1.861586e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 85682 members 
Entering Unmasked Estep 
Score: -18616136.000000 Penalty: 5893.017578
	Iteration 15Q: 3 clusters Score -1.861614e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 85925 members 
Entering Unmasked Estep 
Score: -18616440.000000 Penalty: 5893.017578
	Iteration 16Q: 3 clusters Score -1.861644e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 86195 members 
Entering Unmasked Estep 
Score: -18616600.000000 Penalty: 5893.017578
	Iteration 17Q: 3 clusters Score -1.86166e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 86457 members 
Entering Unmasked Estep 
Score: -18616778.000000 Penalty: 5893.017578
	Iteration 18Q: 3 clusters Score -1.861678e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -18616950.000000 Penalty: 5893.017578
	Iteration 19Q: 3 clusters Score -1.861695e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57527 members 
Mstep: Class 2 contains 86980 members 
Entering Unmasked Estep 
Score: -18617072.000000 Penalty: 5893.017578
	Iteration 20F: 3 clusters Score -1.861707e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 87175 members 
Entering Unmasked Estep 
Score: -18617168.000000 Penalty: 5893.017578
	Iteration 21Q: 3 clusters Score -1.861717e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 87389 members 
Entering Unmasked Estep 
Score: -18617292.000000 Penalty: 5893.017578
	Iteration 22Q: 3 clusters Score -1.861729e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 87610 members 
Entering Unmasked Estep 
Score: -18617408.000000 Penalty: 5893.017578
	Iteration 23Q: 3 clusters Score -1.861741e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 87890 members 
Entering Unmasked Estep 
Score: -18617476.000000 Penalty: 5893.017578
	Iteration 24Q: 3 clusters Score -1.861748e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 88235 members 
Entering Unmasked Estep 
Score: -18617636.000000 Penalty: 5893.017578
	Iteration 25Q: 3 clusters Score -1.861764e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 88596 members 
Entering Unmasked Estep 
Score: -18617694.000000 Penalty: 5893.017578
	Iteration 26Q: 3 clusters Score -1.861769e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 88931 members 
Entering Unmasked Estep 
Score: -18617748.000000 Penalty: 5893.017578
	Iteration 27Q: 3 clusters Score -1.861775e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 89269 members 
Entering Unmasked Estep 
Score: -18617820.000000 Penalty: 5893.017578
	Iteration 28Q: 3 clusters Score -1.861782e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -18617884.000000 Penalty: 5893.017578
	Iteration 29Q: 3 clusters Score -1.861788e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 90026 members 
Entering Unmasked Estep 
Score: -18617914.000000 Penalty: 5893.017578
	Iteration 30Q: 3 clusters Score -1.861791e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 90417 members 
Entering Unmasked Estep 
Score: -18618002.000000 Penalty: 5893.017578
	Iteration 31Q: 3 clusters Score -1.8618e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -18618104.000000 Penalty: 5893.017578
	Iteration 32Q: 3 clusters Score -1.86181e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 91247 members 
Entering Unmasked Estep 
Score: -18618120.000000 Penalty: 5893.017578
	Iteration 33Q: 3 clusters Score -1.861812e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 91754 members 
Entering Unmasked Estep 
Score: -18618154.000000 Penalty: 5893.017578
	Iteration 34Q: 3 clusters Score -1.861815e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 92292 members 
Entering Unmasked Estep 
Score: -18618252.000000 Penalty: 5893.017578
	Iteration 35Q: 3 clusters Score -1.861825e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 92885 members 
Entering Unmasked Estep 
Score: -18618442.000000 Penalty: 5893.017578
	Iteration 36Q: 3 clusters Score -1.861844e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 93530 members 
Entering Unmasked Estep 
Score: -18618564.000000 Penalty: 5893.017578
	Iteration 37Q: 3 clusters Score -1.861856e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 94224 members 
Entering Unmasked Estep 
Score: -18618640.000000 Penalty: 5893.017578
	Iteration 38Q: 3 clusters Score -1.861864e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
Score: -18618780.000000 Penalty: 5893.017578
	Iteration 39Q: 3 clusters Score -1.861878e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 95690 members 
Entering Unmasked Estep 
Score: -18618918.000000 Penalty: 5893.017578
	Iteration 40F: 3 clusters Score -1.861892e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 96484 members 
Entering Unmasked Estep 
Score: -18619090.000000 Penalty: 5893.017578
	Iteration 41Q: 3 clusters Score -1.861909e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 97303 members 
Entering Unmasked Estep 
Score: -18619190.000000 Penalty: 5893.017578
	Iteration 42Q: 3 clusters Score -1.861919e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 98112 members 
Entering Unmasked Estep 
Score: -18619296.000000 Penalty: 5893.017578
	Iteration 43Q: 3 clusters Score -1.86193e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 98900 members 
Entering Unmasked Estep 
Score: -18619394.000000 Penalty: 5893.017578
	Iteration 44Q: 3 clusters Score -1.861939e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 99696 members 
Entering Unmasked Estep 
Score: -18619456.000000 Penalty: 5893.017578
	Iteration 45Q: 3 clusters Score -1.861946e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
Score: -18619602.000000 Penalty: 5893.017578
	Iteration 46Q: 3 clusters Score -1.86196e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 101327 members 
Entering Unmasked Estep 
Score: -18619778.000000 Penalty: 5893.017578
	Iteration 47Q: 3 clusters Score -1.861978e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 102170 members 
Entering Unmasked Estep 
Score: -18619936.000000 Penalty: 5893.017578
	Iteration 48Q: 3 clusters Score -1.861994e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 103077 members 
Entering Unmasked Estep 
Score: -18620114.000000 Penalty: 5893.017578
	Iteration 49Q: 3 clusters Score -1.862011e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 103985 members 
Entering Unmasked Estep 
Score: -18620224.000000 Penalty: 5893.017578
	Iteration 50Q: 3 clusters Score -1.862022e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 104908 members 
Entering Unmasked Estep 
Score: -18620388.000000 Penalty: 5893.017578
	Iteration 51Q: 3 clusters Score -1.862039e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 105868 members 
Entering Unmasked Estep 
Score: -18620520.000000 Penalty: 5893.017578
	Iteration 52Q: 3 clusters Score -1.862052e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 106813 members 
Entering Unmasked Estep 
Score: -18620650.000000 Penalty: 5893.017578
	Iteration 53Q: 3 clusters Score -1.862065e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 107797 members 
Entering Unmasked Estep 
Score: -18620894.000000 Penalty: 5893.017578
	Iteration 54Q: 3 clusters Score -1.862089e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 108820 members 
Entering Unmasked Estep 
Score: -18621028.000000 Penalty: 5893.017578
	Iteration 55Q: 3 clusters Score -1.862103e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 109855 members 
Entering Unmasked Estep 
Score: -18621164.000000 Penalty: 5893.017578
	Iteration 56Q: 3 clusters Score -1.862116e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 110943 members 
Entering Unmasked Estep 
Score: -18621310.000000 Penalty: 5893.017578
	Iteration 57Q: 3 clusters Score -1.862131e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 112018 members 
Entering Unmasked Estep 
Score: -18621450.000000 Penalty: 5893.017578
	Iteration 58Q: 3 clusters Score -1.862145e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 113074 members 
Entering Unmasked Estep 
Score: -18621670.000000 Penalty: 5893.017578
	Iteration 59Q: 3 clusters Score -1.862167e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 114094 members 
Entering Unmasked Estep 
Score: -18621820.000000 Penalty: 5893.017578
	Iteration 60F: 3 clusters Score -1.862182e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 115087 members 
Entering Unmasked Estep 
Score: -18621968.000000 Penalty: 5893.017578
	Iteration 61Q: 3 clusters Score -1.862197e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 116109 members 
Entering Unmasked Estep 
Score: -18622200.000000 Penalty: 5893.017578
	Iteration 62Q: 3 clusters Score -1.86222e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 117114 members 
Entering Unmasked Estep 
Score: -18622420.000000 Penalty: 5893.017578
	Iteration 63Q: 3 clusters Score -1.862242e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 118186 members 
Entering Unmasked Estep 
Score: -18622612.000000 Penalty: 5893.017578
	Iteration 64Q: 3 clusters Score -1.862261e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 119264 members 
Entering Unmasked Estep 
Score: -18622838.000000 Penalty: 5893.017578
	Iteration 65Q: 3 clusters Score -1.862284e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 120365 members 
Entering Unmasked Estep 
Score: -18623024.000000 Penalty: 5893.017578
	Iteration 66Q: 3 clusters Score -1.862302e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 121452 members 
Entering Unmasked Estep 
Score: -18623280.000000 Penalty: 5893.017578
	Iteration 67Q: 3 clusters Score -1.862328e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 122609 members 
Entering Unmasked Estep 
Score: -18623496.000000 Penalty: 5893.017578
	Iteration 68Q: 3 clusters Score -1.86235e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 123801 members 
Entering Unmasked Estep 
Score: -18623742.000000 Penalty: 5893.017578
	Iteration 69Q: 3 clusters Score -1.862374e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 124989 members 
Entering Unmasked Estep 
Score: -18624126.000000 Penalty: 5893.017578
	Iteration 70Q: 3 clusters Score -1.862413e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 126187 members 
Entering Unmasked Estep 
Score: -18624422.000000 Penalty: 5893.017578
	Iteration 71Q: 3 clusters Score -1.862442e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 127326 members 
Entering Unmasked Estep 
Score: -18624776.000000 Penalty: 5893.017578
	Iteration 72Q: 3 clusters Score -1.862478e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 128396 members 
Entering Unmasked Estep 
Score: -18624970.000000 Penalty: 5893.017578
	Iteration 73Q: 3 clusters Score -1.862497e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 129390 members 
Entering Unmasked Estep 
Score: -18625222.000000 Penalty: 5893.017578
	Iteration 74Q: 3 clusters Score -1.862522e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 130319 members 
Entering Unmasked Estep 
Score: -18625432.000000 Penalty: 5893.017578
	Iteration 75Q: 3 clusters Score -1.862543e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 131235 members 
Entering Unmasked Estep 
Score: -18625676.000000 Penalty: 5893.017578
	Iteration 76Q: 3 clusters Score -1.862568e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 132127 members 
Entering Unmasked Estep 
Score: -18625962.000000 Penalty: 5893.017578
	Iteration 77Q: 3 clusters Score -1.862596e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 132954 members 
Entering Unmasked Estep 
Score: -18626192.000000 Penalty: 5893.017578
	Iteration 78Q: 3 clusters Score -1.862619e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 133782 members 
Entering Unmasked Estep 
Score: -18626484.000000 Penalty: 5893.017578
	Iteration 79Q: 3 clusters Score -1.862648e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 134602 members 
Entering Unmasked Estep 
Score: -18626804.000000 Penalty: 5893.017578
	Iteration 80F: 3 clusters Score -1.86268e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 135362 members 
Entering Unmasked Estep 
Score: -18627084.000000 Penalty: 5893.017578
	Iteration 81Q: 3 clusters Score -1.862708e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 136093 members 
Entering Unmasked Estep 
Score: -18627348.000000 Penalty: 5893.017578
	Iteration 82Q: 3 clusters Score -1.862735e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 136726 members 
Entering Unmasked Estep 
Score: -18627568.000000 Penalty: 5893.017578
	Iteration 83Q: 3 clusters Score -1.862757e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 137330 members 
Entering Unmasked Estep 
Score: -18627712.000000 Penalty: 5893.017578
	Iteration 84Q: 3 clusters Score -1.862771e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 137884 members 
Entering Unmasked Estep 
Score: -18627868.000000 Penalty: 5893.017578
	Iteration 85Q: 3 clusters Score -1.862787e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 138346 members 
Entering Unmasked Estep 
Score: -18628056.000000 Penalty: 5893.017578
	Iteration 86Q: 3 clusters Score -1.862806e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 138771 members 
Entering Unmasked Estep 
Score: -18628216.000000 Penalty: 5893.017578
	Iteration 87Q: 3 clusters Score -1.862822e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 139172 members 
Entering Unmasked Estep 
Score: -18628328.000000 Penalty: 5893.017578
	Iteration 88Q: 3 clusters Score -1.862833e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 139542 members 
Entering Unmasked Estep 
Score: -18628480.000000 Penalty: 5893.017578
	Iteration 89Q: 3 clusters Score -1.862848e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 139850 members 
Entering Unmasked Estep 
Score: -18628550.000000 Penalty: 5893.017578
	Iteration 90Q: 3 clusters Score -1.862855e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 140148 members 
Entering Unmasked Estep 
Score: -18628598.000000 Penalty: 5893.017578
	Iteration 91Q: 3 clusters Score -1.86286e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 140398 members 
Entering Unmasked Estep 
Score: -18628696.000000 Penalty: 5893.017578
	Iteration 92Q: 3 clusters Score -1.86287e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 140617 members 
Entering Unmasked Estep 
Score: -18628712.000000 Penalty: 5893.017578
	Iteration 93Q: 3 clusters Score -1.862871e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 140812 members 
Entering Unmasked Estep 
Score: -18628798.000000 Penalty: 5893.017578
	Iteration 94Q: 3 clusters Score -1.86288e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 140983 members 
Entering Unmasked Estep 
Score: -18628820.000000 Penalty: 5893.017578
	Iteration 95Q: 3 clusters Score -1.862882e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 141130 members 
Entering Unmasked Estep 
Score: -18628862.000000 Penalty: 5893.017578
	Iteration 96Q: 3 clusters Score -1.862886e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 141257 members 
Entering Unmasked Estep 
Score: -18628904.000000 Penalty: 5893.017578
	Iteration 97Q: 3 clusters Score -1.86289e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 141375 members 
Entering Unmasked Estep 
Score: -18628978.000000 Penalty: 5893.017578
	Iteration 98Q: 3 clusters Score -1.862898e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 141483 members 
Entering Unmasked Estep 
Score: -18629022.000000 Penalty: 5893.017578
	Iteration 99Q: 3 clusters Score -1.862902e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 141564 members 
Entering Unmasked Estep 
Score: -18629058.000000 Penalty: 5893.017578
	Iteration 100F: 3 clusters Score -1.862906e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 141625 members 
Entering Unmasked Estep 
Score: -18629086.000000 Penalty: 5893.017578
	Iteration 101Q: 3 clusters Score -1.862909e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 141685 members 
Entering Unmasked Estep 
Score: -18629112.000000 Penalty: 5893.017578
	Iteration 102Q: 3 clusters Score -1.862911e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 141756 members 
Entering Unmasked Estep 
Score: -18629160.000000 Penalty: 5893.017578
	Iteration 103Q: 3 clusters Score -1.862916e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 141808 members 
Entering Unmasked Estep 
Score: -18629184.000000 Penalty: 5893.017578
	Iteration 104Q: 3 clusters Score -1.862918e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 141851 members 
Entering Unmasked Estep 
Score: -18629184.000000 Penalty: 5893.017578
	Iteration 105Q: 3 clusters Score -1.862918e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 141896 members 
Entering Unmasked Estep 
Score: -18629166.000000 Penalty: 5893.017578
	Iteration 106Q: 3 clusters Score -1.862917e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 141935 members 
Entering Unmasked Estep 
Score: -18629184.000000 Penalty: 5893.017578
	Iteration 107Q: 3 clusters Score -1.862918e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 141972 members 
Entering Unmasked Estep 
Score: -18629208.000000 Penalty: 5893.017578
	Iteration 108Q: 3 clusters Score -1.862921e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 142004 members 
Entering Unmasked Estep 
Score: -18629192.000000 Penalty: 5893.017578
	Iteration 109Q: 3 clusters Score -1.862919e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 142050 members 
Entering Unmasked Estep 
Score: -18629224.000000 Penalty: 5893.017578
	Iteration 110Q: 3 clusters Score -1.862922e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 142094 members 
Entering Unmasked Estep 
Score: -18629228.000000 Penalty: 5893.017578
	Iteration 111Q: 3 clusters Score -1.862923e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 142129 members 
Entering Unmasked Estep 
Score: -18629232.000000 Penalty: 5893.017578
	Iteration 112Q: 3 clusters Score -1.862923e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 142169 members 
Entering Unmasked Estep 
Score: -18629256.000000 Penalty: 5893.017578
	Iteration 113Q: 3 clusters Score -1.862926e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 142206 members 
Entering Unmasked Estep 
Score: -18629274.000000 Penalty: 5893.017578
	Iteration 114Q: 3 clusters Score -1.862927e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 142236 members 
Entering Unmasked Estep 
Score: -18629264.000000 Penalty: 5893.017578
	Iteration 115Q: 3 clusters Score -1.862926e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 142259 members 
Entering Unmasked Estep 
Score: -18629230.000000 Penalty: 5893.017578
	Iteration 116Q: 3 clusters Score -1.862923e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 142278 members 
Entering Unmasked Estep 
Score: -18629216.000000 Penalty: 5893.017578
	Iteration 117Q: 3 clusters Score -1.862922e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 142292 members 
Entering Unmasked Estep 
Score: -18629222.000000 Penalty: 5893.017578
	Iteration 118Q: 3 clusters Score -1.862922e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 142317 members 
Entering Unmasked Estep 
Score: -18629228.000000 Penalty: 5893.017578
	Iteration 119Q: 3 clusters Score -1.862923e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 142336 members 
Entering Unmasked Estep 
Score: -18629230.000000 Penalty: 5893.017578
	Iteration 120F: 3 clusters Score -1.862923e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 142362 members 
Entering Unmasked Estep 
Score: -18629236.000000 Penalty: 5893.017578
	Iteration 121Q: 3 clusters Score -1.862924e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 142395 members 
Entering Unmasked Estep 
Score: -18629250.000000 Penalty: 5893.017578
	Iteration 122Q: 3 clusters Score -1.862925e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 142417 members 
Entering Unmasked Estep 
Score: -18629244.000000 Penalty: 5893.017578
	Iteration 123Q: 3 clusters Score -1.862924e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 142437 members 
Entering Unmasked Estep 
Score: -18629242.000000 Penalty: 5893.017578
	Iteration 124Q: 3 clusters Score -1.862924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 142450 members 
Entering Unmasked Estep 
Score: -18629236.000000 Penalty: 5893.017578
	Iteration 125Q: 3 clusters Score -1.862924e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 142470 members 
Entering Unmasked Estep 
Score: -18629238.000000 Penalty: 5893.017578
	Iteration 126Q: 3 clusters Score -1.862924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 142480 members 
Entering Unmasked Estep 
Score: -18629252.000000 Penalty: 5893.017578
	Iteration 127Q: 3 clusters Score -1.862925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 142497 members 
Entering Unmasked Estep 
Score: -18629258.000000 Penalty: 5893.017578
	Iteration 128Q: 3 clusters Score -1.862926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 142511 members 
Entering Unmasked Estep 
Score: -18629262.000000 Penalty: 5893.017578
	Iteration 129Q: 3 clusters Score -1.862926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 142529 members 
Entering Unmasked Estep 
Score: -18629258.000000 Penalty: 5893.017578
	Iteration 130Q: 3 clusters Score -1.862926e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 142548 members 
Entering Unmasked Estep 
Score: -18629250.000000 Penalty: 5893.017578
	Iteration 131Q: 3 clusters Score -1.862925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 142563 members 
Entering Unmasked Estep 
Score: -18629246.000000 Penalty: 5893.017578
	Iteration 132Q: 3 clusters Score -1.862925e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 142577 members 
Entering Unmasked Estep 
Score: -18629228.000000 Penalty: 5893.017578
	Iteration 133Q: 3 clusters Score -1.862923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 142593 members 
Entering Unmasked Estep 
Score: -18629244.000000 Penalty: 5893.017578
	Iteration 134Q: 3 clusters Score -1.862924e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 142609 members 
Entering Unmasked Estep 
Score: -18629250.000000 Penalty: 5893.017578
	Iteration 135Q: 3 clusters Score -1.862925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 142624 members 
Entering Unmasked Estep 
Score: -18629244.000000 Penalty: 5893.017578
	Iteration 136Q: 3 clusters Score -1.862924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 142640 members 
Entering Unmasked Estep 
Score: -18629262.000000 Penalty: 5893.017578
	Iteration 137Q: 3 clusters Score -1.862926e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 142653 members 
Entering Unmasked Estep 
Score: -18629268.000000 Penalty: 5893.017578
	Iteration 138Q: 3 clusters Score -1.862927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 142659 members 
Entering Unmasked Estep 
Score: -18629278.000000 Penalty: 5893.017578
	Iteration 139Q: 3 clusters Score -1.862928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 142668 members 
Entering Unmasked Estep 
Score: -18629276.000000 Penalty: 5893.017578
	Iteration 140F: 3 clusters Score -1.862928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 142672 members 
Entering Unmasked Estep 
Score: -18629278.000000 Penalty: 5893.017578
	Iteration 141Q: 3 clusters Score -1.862928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 142675 members 
Entering Unmasked Estep 
Score: -18629284.000000 Penalty: 5893.017578
	Iteration 142Q: 3 clusters Score -1.862928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 142680 members 
Entering Unmasked Estep 
Score: -18629284.000000 Penalty: 5893.017578
	Iteration 143Q: 3 clusters Score -1.862928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 142685 members 
Entering Unmasked Estep 
Score: -18629274.000000 Penalty: 5893.017578
	Iteration 144Q: 3 clusters Score -1.862927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 142688 members 
Entering Unmasked Estep 
Score: -18629284.000000 Penalty: 5893.017578
	Iteration 145Q: 3 clusters Score -1.862928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 142690 members 
Entering Unmasked Estep 
Score: -18629278.000000 Penalty: 5893.017578
	Iteration 146Q: 3 clusters Score -1.862928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 142691 members 
Entering Unmasked Estep 
Score: -18629284.000000 Penalty: 5893.017578
	Iteration 147Q: 3 clusters Score -1.862928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 142688 members 
Entering Unmasked Estep 
Score: -18629270.000000 Penalty: 5893.017578
	Iteration 148Q: 3 clusters Score -1.862927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 142689 members 
Entering Unmasked Estep 
Score: -18629276.000000 Penalty: 5893.017578
	Iteration 149Q: 3 clusters Score -1.862928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 142689 members 
Entering Unmasked Estep 
Score: -18629276.000000 Penalty: 5893.017578
	Iteration 150F: 3 clusters Score -1.862928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Entering Unmasked Estep 
Score: -3094766.750000 Penalty: 2501.549316
	Iteration 0F: 2 clusters Score -3094767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3078074.500000 Penalty: 5003.098633
	Iteration 0F: 3 clusters Score -3078074 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3083847.250000 Penalty: 5003.098633
	Iteration 1F: 3 clusters Score -3083847 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3084248.750000 Penalty: 5003.098633
	Iteration 2F: 3 clusters Score -3084249 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -3084570.750000 Penalty: 5003.098633
	Iteration 3Q: 3 clusters Score -3084571 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3084840.750000 Penalty: 5003.098633
	Iteration 4Q: 3 clusters Score -3084841 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3085126.250000 Penalty: 5003.098633
	Iteration 5Q: 3 clusters Score -3085126 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -3085436.750000 Penalty: 5003.098633
	Iteration 6Q: 3 clusters Score -3085437 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3085806.000000 Penalty: 5003.098633
	Iteration 7Q: 3 clusters Score -3085806 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3086213.000000 Penalty: 5003.098633
	Iteration 8Q: 3 clusters Score -3086213 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -3086682.500000 Penalty: 5003.098633
	Iteration 9Q: 3 clusters Score -3086682 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3087250.250000 Penalty: 5003.098633
	Iteration 10Q: 3 clusters Score -3087250 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3087802.250000 Penalty: 5003.098633
	Iteration 11Q: 3 clusters Score -3087802 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3088411.500000 Penalty: 5003.098633
	Iteration 12Q: 3 clusters Score -3088412 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3089032.750000 Penalty: 5003.098633
	Iteration 13Q: 3 clusters Score -3089033 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -3089593.000000 Penalty: 5003.098633
	Iteration 14Q: 3 clusters Score -3089593 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3089967.000000 Penalty: 5003.098633
	Iteration 15Q: 3 clusters Score -3089967 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3090193.500000 Penalty: 5003.098633
	Iteration 16Q: 3 clusters Score -3090194 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3090317.750000 Penalty: 5003.098633
	Iteration 17Q: 3 clusters Score -3090318 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -3090394.250000 Penalty: 5003.098633
	Iteration 18Q: 3 clusters Score -3090394 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3090428.000000 Penalty: 5003.098633
	Iteration 19Q: 3 clusters Score -3090428 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3090463.750000 Penalty: 5003.098633
	Iteration 20F: 3 clusters Score -3090464 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -3090474.750000 Penalty: 5003.098633
	Iteration 21Q: 3 clusters Score -3090475 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3090511.500000 Penalty: 5003.098633
	Iteration 22Q: 3 clusters Score -3090512 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3090548.000000 Penalty: 5003.098633
	Iteration 23Q: 3 clusters Score -3090548 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -3090568.250000 Penalty: 5003.098633
	Iteration 24Q: 3 clusters Score -3090568 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3090594.500000 Penalty: 5003.098633
	Iteration 25Q: 3 clusters Score -3090594 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3090618.000000 Penalty: 5003.098633
	Iteration 26Q: 3 clusters Score -3090618 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -3090657.750000 Penalty: 5003.098633
	Iteration 27Q: 3 clusters Score -3090658 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3090654.250000 Penalty: 5003.098633
	Iteration 28Q: 3 clusters Score -3090654 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3090668.500000 Penalty: 5003.098633
	Iteration 29Q: 3 clusters Score -3090668 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -3090685.750000 Penalty: 5003.098633
	Iteration 30Q: 3 clusters Score -3090686 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -3090708.750000 Penalty: 5003.098633
	Iteration 31Q: 3 clusters Score -3090709 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3090721.000000 Penalty: 5003.098633
	Iteration 32Q: 3 clusters Score -3090721 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -3090732.250000 Penalty: 5003.098633
	Iteration 33Q: 3 clusters Score -3090732 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3090746.750000 Penalty: 5003.098633
	Iteration 34Q: 3 clusters Score -3090747 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -3090757.750000 Penalty: 5003.098633
	Iteration 35Q: 3 clusters Score -3090758 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3090760.750000 Penalty: 5003.098633
	Iteration 36Q: 3 clusters Score -3090761 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -3090775.500000 Penalty: 5003.098633
	Iteration 37Q: 3 clusters Score -3090776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -3090780.500000 Penalty: 5003.098633
	Iteration 38Q: 3 clusters Score -3090780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -3090792.000000 Penalty: 5003.098633
	Iteration 39Q: 3 clusters Score -3090792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3090802.250000 Penalty: 5003.098633
	Iteration 40F: 3 clusters Score -3090802 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -3090806.250000 Penalty: 5003.098633
	Iteration 41Q: 3 clusters Score -3090806 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3090803.250000 Penalty: 5003.098633
	Iteration 42Q: 3 clusters Score -3090803 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -3090812.500000 Penalty: 5003.098633
	Iteration 43Q: 3 clusters Score -3090812 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -3090825.000000 Penalty: 5003.098633
	Iteration 44Q: 3 clusters Score -3090825 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -3090820.500000 Penalty: 5003.098633
	Iteration 45Q: 3 clusters Score -3090820 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3090836.750000 Penalty: 5003.098633
	Iteration 46Q: 3 clusters Score -3090837 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3090844.250000 Penalty: 5003.098633
	Iteration 47Q: 3 clusters Score -3090844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -3090856.000000 Penalty: 5003.098633
	Iteration 48Q: 3 clusters Score -3090856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -3090862.500000 Penalty: 5003.098633
	Iteration 49Q: 3 clusters Score -3090862 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -3090853.750000 Penalty: 5003.098633
	Iteration 50Q: 3 clusters Score -3090854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3090862.000000 Penalty: 5003.098633
	Iteration 51Q: 3 clusters Score -3090862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -3090871.750000 Penalty: 5003.098633
	Iteration 52Q: 3 clusters Score -3090872 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3090876.750000 Penalty: 5003.098633
	Iteration 53Q: 3 clusters Score -3090877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3090874.250000 Penalty: 5003.098633
	Iteration 54Q: 3 clusters Score -3090874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -3090885.750000 Penalty: 5003.098633
	Iteration 55Q: 3 clusters Score -3090886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -3090893.500000 Penalty: 5003.098633
	Iteration 56Q: 3 clusters Score -3090894 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3090890.000000 Penalty: 5003.098633
	Iteration 57Q: 3 clusters Score -3090890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3090898.000000 Penalty: 5003.098633
	Iteration 58Q: 3 clusters Score -3090898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3090901.750000 Penalty: 5003.098633
	Iteration 59Q: 3 clusters Score -3090902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3090907.250000 Penalty: 5003.098633
	Iteration 60F: 3 clusters Score -3090907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -3090904.500000 Penalty: 5003.098633
	Iteration 61Q: 3 clusters Score -3090904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3090905.000000 Penalty: 5003.098633
	Iteration 62Q: 3 clusters Score -3090905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -3090914.250000 Penalty: 5003.098633
	Iteration 63Q: 3 clusters Score -3090914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3090920.500000 Penalty: 5003.098633
	Iteration 64Q: 3 clusters Score -3090920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3090922.750000 Penalty: 5003.098633
	Iteration 65Q: 3 clusters Score -3090923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -3090928.500000 Penalty: 5003.098633
	Iteration 66Q: 3 clusters Score -3090928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -3090935.000000 Penalty: 5003.098633
	Iteration 67Q: 3 clusters Score -3090935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3090937.250000 Penalty: 5003.098633
	Iteration 68Q: 3 clusters Score -3090937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -3090938.500000 Penalty: 5003.098633
	Iteration 69Q: 3 clusters Score -3090938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3090953.750000 Penalty: 5003.098633
	Iteration 70Q: 3 clusters Score -3090954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -3090959.500000 Penalty: 5003.098633
	Iteration 71Q: 3 clusters Score -3090960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3090954.500000 Penalty: 5003.098633
	Iteration 72Q: 3 clusters Score -3090954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -3090953.500000 Penalty: 5003.098633
	Iteration 73Q: 3 clusters Score -3090954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -3090951.500000 Penalty: 5003.098633
	Iteration 74Q: 3 clusters Score -3090952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -3090958.250000 Penalty: 5003.098633
	Iteration 75Q: 3 clusters Score -3090958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3090954.000000 Penalty: 5003.098633
	Iteration 76Q: 3 clusters Score -3090954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -3090954.750000 Penalty: 5003.098633
	Iteration 77Q: 3 clusters Score -3090955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3090970.250000 Penalty: 5003.098633
	Iteration 78Q: 3 clusters Score -3090970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -3090967.500000 Penalty: 5003.098633
	Iteration 79Q: 3 clusters Score -3090968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -3090967.000000 Penalty: 5003.098633
	Iteration 80F: 3 clusters Score -3090967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3090976.500000 Penalty: 5003.098633
	Iteration 81Q: 3 clusters Score -3090976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -3090979.500000 Penalty: 5003.098633
	Iteration 82Q: 3 clusters Score -3090980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -3090976.250000 Penalty: 5003.098633
	Iteration 83Q: 3 clusters Score -3090976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -3090980.250000 Penalty: 5003.098633
	Iteration 84Q: 3 clusters Score -3090980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3090981.500000 Penalty: 5003.098633
	Iteration 85Q: 3 clusters Score -3090982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3090981.500000 Penalty: 5003.098633
	Iteration 86Q: 3 clusters Score -3090982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3090991.500000 Penalty: 5003.098633
	Iteration 87Q: 3 clusters Score -3090992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3090989.250000 Penalty: 5003.098633
	Iteration 88Q: 3 clusters Score -3090989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3090989.500000 Penalty: 5003.098633
	Iteration 89Q: 3 clusters Score -3090990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -3090988.750000 Penalty: 5003.098633
	Iteration 90Q: 3 clusters Score -3090989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -3090986.750000 Penalty: 5003.098633
	Iteration 91Q: 3 clusters Score -3090987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3090984.500000 Penalty: 5003.098633
	Iteration 92Q: 3 clusters Score -3090984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -3090988.500000 Penalty: 5003.098633
	Iteration 93Q: 3 clusters Score -3090988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3090992.500000 Penalty: 5003.098633
	Iteration 94Q: 3 clusters Score -3090992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -3090990.500000 Penalty: 5003.098633
	Iteration 95Q: 3 clusters Score -3090990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -3090995.250000 Penalty: 5003.098633
	Iteration 96Q: 3 clusters Score -3090995 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3090991.000000 Penalty: 5003.098633
	Iteration 97Q: 3 clusters Score -3090991 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3090997.500000 Penalty: 5003.098633
	Iteration 98Q: 3 clusters Score -3090998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3091003.000000 Penalty: 5003.098633
	Iteration 99Q: 3 clusters Score -3091003 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3091011.750000 Penalty: 5003.098633
	Iteration 100F: 3 clusters Score -3091012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3091016.000000 Penalty: 5003.098633
	Iteration 101Q: 3 clusters Score -3091016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3091017.250000 Penalty: 5003.098633
	Iteration 102Q: 3 clusters Score -3091017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -3091026.250000 Penalty: 5003.098633
	Iteration 103Q: 3 clusters Score -3091026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -3091027.000000 Penalty: 5003.098633
	Iteration 104Q: 3 clusters Score -3091027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3091030.000000 Penalty: 5003.098633
	Iteration 105Q: 3 clusters Score -3091030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3091031.250000 Penalty: 5003.098633
	Iteration 106Q: 3 clusters Score -3091031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3091034.000000 Penalty: 5003.098633
	Iteration 107Q: 3 clusters Score -3091034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3091036.500000 Penalty: 5003.098633
	Iteration 108Q: 3 clusters Score -3091036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3091053.750000 Penalty: 5003.098633
	Iteration 109Q: 3 clusters Score -3091054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3091046.750000 Penalty: 5003.098633
	Iteration 110Q: 3 clusters Score -3091047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -3091043.750000 Penalty: 5003.098633
	Iteration 111Q: 3 clusters Score -3091044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3091057.500000 Penalty: 5003.098633
	Iteration 112Q: 3 clusters Score -3091058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3091049.500000 Penalty: 5003.098633
	Iteration 113Q: 3 clusters Score -3091050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3091049.250000 Penalty: 5003.098633
	Iteration 114Q: 3 clusters Score -3091049 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3091046.250000 Penalty: 5003.098633
	Iteration 115Q: 3 clusters Score -3091046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3091049.750000 Penalty: 5003.098633
	Iteration 116Q: 3 clusters Score -3091050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -3091056.000000 Penalty: 5003.098633
	Iteration 117Q: 3 clusters Score -3091056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -3091064.000000 Penalty: 5003.098633
	Iteration 118Q: 3 clusters Score -3091064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -3091072.500000 Penalty: 5003.098633
	Iteration 119Q: 3 clusters Score -3091072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3091075.500000 Penalty: 5003.098633
	Iteration 120F: 3 clusters Score -3091076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -3091087.000000 Penalty: 5003.098633
	Iteration 121Q: 3 clusters Score -3091087 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3091095.250000 Penalty: 5003.098633
	Iteration 122Q: 3 clusters Score -3091095 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3091094.250000 Penalty: 5003.098633
	Iteration 123Q: 3 clusters Score -3091094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -3091105.500000 Penalty: 5003.098633
	Iteration 124Q: 3 clusters Score -3091106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3091115.000000 Penalty: 5003.098633
	Iteration 125Q: 3 clusters Score -3091115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -3091120.750000 Penalty: 5003.098633
	Iteration 126Q: 3 clusters Score -3091121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -3091124.750000 Penalty: 5003.098633
	Iteration 127Q: 3 clusters Score -3091125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -3091129.500000 Penalty: 5003.098633
	Iteration 128Q: 3 clusters Score -3091130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -3091136.250000 Penalty: 5003.098633
	Iteration 129Q: 3 clusters Score -3091136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3091128.000000 Penalty: 5003.098633
	Iteration 130Q: 3 clusters Score -3091128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -3091140.250000 Penalty: 5003.098633
	Iteration 131Q: 3 clusters Score -3091140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -3091144.000000 Penalty: 5003.098633
	Iteration 132Q: 3 clusters Score -3091144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3091150.250000 Penalty: 5003.098633
	Iteration 133Q: 3 clusters Score -3091150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3091149.750000 Penalty: 5003.098633
	Iteration 134Q: 3 clusters Score -3091150 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -3091146.750000 Penalty: 5003.098633
	Iteration 135Q: 3 clusters Score -3091147 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3091177.000000 Penalty: 5003.098633
	Iteration 136Q: 3 clusters Score -3091177 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -3091184.000000 Penalty: 5003.098633
	Iteration 137Q: 3 clusters Score -3091184 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -3091199.750000 Penalty: 5003.098633
	Iteration 138Q: 3 clusters Score -3091200 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -3091215.500000 Penalty: 5003.098633
	Iteration 139Q: 3 clusters Score -3091216 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -3091217.500000 Penalty: 5003.098633
	Iteration 140F: 3 clusters Score -3091218 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -3091230.250000 Penalty: 5003.098633
	Iteration 141Q: 3 clusters Score -3091230 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -3091249.750000 Penalty: 5003.098633
	Iteration 142Q: 3 clusters Score -3091250 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3091248.500000 Penalty: 5003.098633
	Iteration 143Q: 3 clusters Score -3091248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3091258.000000 Penalty: 5003.098633
	Iteration 144Q: 3 clusters Score -3091258 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3091267.000000 Penalty: 5003.098633
	Iteration 145Q: 3 clusters Score -3091267 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3091262.000000 Penalty: 5003.098633
	Iteration 146Q: 3 clusters Score -3091262 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3091291.000000 Penalty: 5003.098633
	Iteration 147Q: 3 clusters Score -3091291 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -3091291.250000 Penalty: 5003.098633
	Iteration 148Q: 3 clusters Score -3091291 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -3091297.000000 Penalty: 5003.098633
	Iteration 149Q: 3 clusters Score -3091297 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -3091317.750000 Penalty: 5003.098633
	Iteration 150Q: 3 clusters Score -3091318 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3091327.500000 Penalty: 5003.098633
	Iteration 151Q: 3 clusters Score -3091328 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3091345.250000 Penalty: 5003.098633
	Iteration 152Q: 3 clusters Score -3091345 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3091367.750000 Penalty: 5003.098633
	Iteration 153Q: 3 clusters Score -3091368 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -3091382.250000 Penalty: 5003.098633
	Iteration 154Q: 3 clusters Score -3091382 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3091404.750000 Penalty: 5003.098633
	Iteration 155Q: 3 clusters Score -3091405 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -3091423.250000 Penalty: 5003.098633
	Iteration 156Q: 3 clusters Score -3091423 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3091442.750000 Penalty: 5003.098633
	Iteration 157Q: 3 clusters Score -3091443 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -3091467.500000 Penalty: 5003.098633
	Iteration 158Q: 3 clusters Score -3091468 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -3091491.500000 Penalty: 5003.098633
	Iteration 159Q: 3 clusters Score -3091492 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -3091509.750000 Penalty: 5003.098633
	Iteration 160F: 3 clusters Score -3091510 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3091528.500000 Penalty: 5003.098633
	Iteration 161Q: 3 clusters Score -3091528 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -3091553.250000 Penalty: 5003.098633
	Iteration 162Q: 3 clusters Score -3091553 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -3091569.500000 Penalty: 5003.098633
	Iteration 163Q: 3 clusters Score -3091570 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -3091583.000000 Penalty: 5003.098633
	Iteration 164Q: 3 clusters Score -3091583 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -3091602.750000 Penalty: 5003.098633
	Iteration 165Q: 3 clusters Score -3091603 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -3091628.000000 Penalty: 5003.098633
	Iteration 166Q: 3 clusters Score -3091628 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -3091647.000000 Penalty: 5003.098633
	Iteration 167Q: 3 clusters Score -3091647 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3091666.250000 Penalty: 5003.098633
	Iteration 168Q: 3 clusters Score -3091666 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -3091686.750000 Penalty: 5003.098633
	Iteration 169Q: 3 clusters Score -3091687 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3091719.750000 Penalty: 5003.098633
	Iteration 170Q: 3 clusters Score -3091720 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3091741.500000 Penalty: 5003.098633
	Iteration 171Q: 3 clusters Score -3091742 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -3091769.000000 Penalty: 5003.098633
	Iteration 172Q: 3 clusters Score -3091769 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3091791.500000 Penalty: 5003.098633
	Iteration 173Q: 3 clusters Score -3091792 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3091816.250000 Penalty: 5003.098633
	Iteration 174Q: 3 clusters Score -3091816 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -3091857.250000 Penalty: 5003.098633
	Iteration 175Q: 3 clusters Score -3091857 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3091881.500000 Penalty: 5003.098633
	Iteration 176Q: 3 clusters Score -3091882 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -3091909.500000 Penalty: 5003.098633
	Iteration 177Q: 3 clusters Score -3091910 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3091925.750000 Penalty: 5003.098633
	Iteration 178Q: 3 clusters Score -3091926 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3091958.500000 Penalty: 5003.098633
	Iteration 179Q: 3 clusters Score -3091958 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3091990.000000 Penalty: 5003.098633
	Iteration 180F: 3 clusters Score -3091990 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3092022.000000 Penalty: 5003.098633
	Iteration 181Q: 3 clusters Score -3092022 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3092051.750000 Penalty: 5003.098633
	Iteration 182Q: 3 clusters Score -3092052 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3092086.000000 Penalty: 5003.098633
	Iteration 183Q: 3 clusters Score -3092086 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3092132.500000 Penalty: 5003.098633
	Iteration 184Q: 3 clusters Score -3092132 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3092162.750000 Penalty: 5003.098633
	Iteration 185Q: 3 clusters Score -3092163 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3092199.000000 Penalty: 5003.098633
	Iteration 186Q: 3 clusters Score -3092199 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3092230.250000 Penalty: 5003.098633
	Iteration 187Q: 3 clusters Score -3092230 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3092264.250000 Penalty: 5003.098633
	Iteration 188Q: 3 clusters Score -3092264 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3092302.000000 Penalty: 5003.098633
	Iteration 189Q: 3 clusters Score -3092302 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3092328.000000 Penalty: 5003.098633
	Iteration 190Q: 3 clusters Score -3092328 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3092357.500000 Penalty: 5003.098633
	Iteration 191Q: 3 clusters Score -3092358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3092392.250000 Penalty: 5003.098633
	Iteration 192Q: 3 clusters Score -3092392 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3092423.750000 Penalty: 5003.098633
	Iteration 193Q: 3 clusters Score -3092424 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3092456.500000 Penalty: 5003.098633
	Iteration 194Q: 3 clusters Score -3092456 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3092483.000000 Penalty: 5003.098633
	Iteration 195Q: 3 clusters Score -3092483 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3092512.000000 Penalty: 5003.098633
	Iteration 196Q: 3 clusters Score -3092512 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3092547.250000 Penalty: 5003.098633
	Iteration 197Q: 3 clusters Score -3092547 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3092573.000000 Penalty: 5003.098633
	Iteration 198Q: 3 clusters Score -3092573 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3092599.000000 Penalty: 5003.098633
	Iteration 199Q: 3 clusters Score -3092599 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3092616.000000 Penalty: 5003.098633
	Iteration 200F: 3 clusters Score -3092616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3092630.000000 Penalty: 5003.098633
	Iteration 201Q: 3 clusters Score -3092630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3092656.000000 Penalty: 5003.098633
	Iteration 202Q: 3 clusters Score -3092656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3092666.250000 Penalty: 5003.098633
	Iteration 203Q: 3 clusters Score -3092666 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3092704.500000 Penalty: 5003.098633
	Iteration 204Q: 3 clusters Score -3092704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3092715.000000 Penalty: 5003.098633
	Iteration 205Q: 3 clusters Score -3092715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3092721.000000 Penalty: 5003.098633
	Iteration 206Q: 3 clusters Score -3092721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3092736.000000 Penalty: 5003.098633
	Iteration 207Q: 3 clusters Score -3092736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3092746.500000 Penalty: 5003.098633
	Iteration 208Q: 3 clusters Score -3092746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3092749.750000 Penalty: 5003.098633
	Iteration 209Q: 3 clusters Score -3092750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3092757.500000 Penalty: 5003.098633
	Iteration 210Q: 3 clusters Score -3092758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3092754.500000 Penalty: 5003.098633
	Iteration 211Q: 3 clusters Score -3092754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3092764.000000 Penalty: 5003.098633
	Iteration 212Q: 3 clusters Score -3092764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3092761.500000 Penalty: 5003.098633
	Iteration 213Q: 3 clusters Score -3092762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3092766.000000 Penalty: 5003.098633
	Iteration 214Q: 3 clusters Score -3092766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3092761.000000 Penalty: 5003.098633
	Iteration 215Q: 3 clusters Score -3092761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3092760.250000 Penalty: 5003.098633
	Iteration 216Q: 3 clusters Score -3092760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3092764.500000 Penalty: 5003.098633
	Iteration 217Q: 3 clusters Score -3092764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3092761.750000 Penalty: 5003.098633
	Iteration 218Q: 3 clusters Score -3092762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3092764.250000 Penalty: 5003.098633
	Iteration 219Q: 3 clusters Score -3092764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3092760.250000 Penalty: 5003.098633
	Iteration 220F: 3 clusters Score -3092760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3092769.250000 Penalty: 5003.098633
	Iteration 221Q: 3 clusters Score -3092769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3092765.500000 Penalty: 5003.098633
	Iteration 222Q: 3 clusters Score -3092766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3092766.750000 Penalty: 5003.098633
	Iteration 223Q: 3 clusters Score -3092767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3092767.000000 Penalty: 5003.098633
	Iteration 224Q: 3 clusters Score -3092767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3092767.250000 Penalty: 5003.098633
	Iteration 225Q: 3 clusters Score -3092767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3092767.250000 Penalty: 5003.098633
	Iteration 226F: 3 clusters Score -3092767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Entering Unmasked Estep 
Score: -1155584.000000 Penalty: 2272.277588
	Iteration 0F: 2 clusters Score -1155584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1148305.250000 Penalty: 4544.555176
	Iteration 0F: 3 clusters Score -1148305 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1150379.000000 Penalty: 4544.555176
	Iteration 1F: 3 clusters Score -1150379 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1150698.125000 Penalty: 4544.555176
	Iteration 2F: 3 clusters Score -1150698 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1150996.500000 Penalty: 4544.555176
	Iteration 3F: 3 clusters Score -1150996 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1151427.250000 Penalty: 4544.555176
	Iteration 4F: 3 clusters Score -1151427 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1151916.125000 Penalty: 4544.555176
	Iteration 5F: 3 clusters Score -1151916 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1152602.625000 Penalty: 4544.555176
	Iteration 6F: 3 clusters Score -1152603 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1153312.750000 Penalty: 4544.555176
	Iteration 7F: 3 clusters Score -1153313 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1154007.625000 Penalty: 4544.555176
	Iteration 8F: 3 clusters Score -1154008 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1154427.750000 Penalty: 4544.555176
	Iteration 9Q: 3 clusters Score -1154428 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1154639.875000 Penalty: 4544.555176
	Iteration 10Q: 3 clusters Score -1154640 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1154754.250000 Penalty: 4544.555176
	Iteration 11Q: 3 clusters Score -1154754 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1154826.500000 Penalty: 4544.555176
	Iteration 12Q: 3 clusters Score -1154826 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1154864.750000 Penalty: 4544.555176
	Iteration 13Q: 3 clusters Score -1154865 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1154897.000000 Penalty: 4544.555176
	Iteration 14Q: 3 clusters Score -1154897 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1154925.875000 Penalty: 4544.555176
	Iteration 15Q: 3 clusters Score -1154926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1154938.875000 Penalty: 4544.555176
	Iteration 16Q: 3 clusters Score -1154939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1154952.750000 Penalty: 4544.555176
	Iteration 17Q: 3 clusters Score -1154953 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1154966.000000 Penalty: 4544.555176
	Iteration 18Q: 3 clusters Score -1154966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1154976.250000 Penalty: 4544.555176
	Iteration 19Q: 3 clusters Score -1154976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1154978.875000 Penalty: 4544.555176
	Iteration 20F: 3 clusters Score -1154979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1154989.250000 Penalty: 4544.555176
	Iteration 21Q: 3 clusters Score -1154989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1154994.000000 Penalty: 4544.555176
	Iteration 22Q: 3 clusters Score -1154994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1155001.750000 Penalty: 4544.555176
	Iteration 23Q: 3 clusters Score -1155002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1155003.500000 Penalty: 4544.555176
	Iteration 24Q: 3 clusters Score -1155004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1155007.500000 Penalty: 4544.555176
	Iteration 25Q: 3 clusters Score -1155008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1155010.125000 Penalty: 4544.555176
	Iteration 26Q: 3 clusters Score -1155010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1155012.875000 Penalty: 4544.555176
	Iteration 27Q: 3 clusters Score -1155013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1155014.875000 Penalty: 4544.555176
	Iteration 28Q: 3 clusters Score -1155015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1155017.750000 Penalty: 4544.555176
	Iteration 29Q: 3 clusters Score -1155018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1155016.500000 Penalty: 4544.555176
	Iteration 30Q: 3 clusters Score -1155016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1155018.750000 Penalty: 4544.555176
	Iteration 31Q: 3 clusters Score -1155019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1155018.750000 Penalty: 4544.555176
	Iteration 32Q: 3 clusters Score -1155019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1155016.750000 Penalty: 4544.555176
	Iteration 33Q: 3 clusters Score -1155017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1155016.875000 Penalty: 4544.555176
	Iteration 34Q: 3 clusters Score -1155017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1155018.000000 Penalty: 4544.555176
	Iteration 35Q: 3 clusters Score -1155018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1155021.250000 Penalty: 4544.555176
	Iteration 36Q: 3 clusters Score -1155021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1155023.750000 Penalty: 4544.555176
	Iteration 37Q: 3 clusters Score -1155024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1155026.000000 Penalty: 4544.555176
	Iteration 38Q: 3 clusters Score -1155026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1155024.250000 Penalty: 4544.555176
	Iteration 39Q: 3 clusters Score -1155024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1155028.500000 Penalty: 4544.555176
	Iteration 40F: 3 clusters Score -1155028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1155032.000000 Penalty: 4544.555176
	Iteration 41Q: 3 clusters Score -1155032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1155032.125000 Penalty: 4544.555176
	Iteration 42Q: 3 clusters Score -1155032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1155033.500000 Penalty: 4544.555176
	Iteration 43Q: 3 clusters Score -1155034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1155033.500000 Penalty: 4544.555176
	Iteration 44Q: 3 clusters Score -1155034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1155036.625000 Penalty: 4544.555176
	Iteration 45Q: 3 clusters Score -1155037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1155036.125000 Penalty: 4544.555176
	Iteration 46Q: 3 clusters Score -1155036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1155036.125000 Penalty: 4544.555176
	Iteration 47F: 3 clusters Score -1155036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (156687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156687 members 
Entering Unmasked Estep 
Score: -20042392.000000 Penalty: 2966.577393
	Iteration 0F: 2 clusters Score -2.004239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78258 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -19941846.000000 Penalty: 5933.154785
	Iteration 0F: 3 clusters Score -1.994185e+07 nChanged 74948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76856 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -19985390.000000 Penalty: 5933.154785
	Iteration 1F: 3 clusters Score -1.998539e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 81138 members 
Entering Unmasked Estep 
Score: -19986262.000000 Penalty: 5933.154785
	Iteration 2Q: 3 clusters Score -1.998626e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73411 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -19987370.000000 Penalty: 5933.154785
	Iteration 3Q: 3 clusters Score -1.998737e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -19989094.000000 Penalty: 5933.154785
	Iteration 4Q: 3 clusters Score -1.998909e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 91260 members 
Entering Unmasked Estep 
Score: -19991296.000000 Penalty: 5933.154785
	Iteration 5Q: 3 clusters Score -1.99913e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
Score: -19995516.000000 Penalty: 5933.154785
	Iteration 6F: 3 clusters Score -1.999552e+07 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 108780 members 
Entering Unmasked Estep 
Score: -20002790.000000 Penalty: 5933.154785
	Iteration 7F: 3 clusters Score -2.000279e+07 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 121271 members 
Entering Unmasked Estep 
Score: -20013022.000000 Penalty: 5933.154785
	Iteration 8F: 3 clusters Score -2.001302e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 133627 members 
Entering Unmasked Estep 
Score: -20024648.000000 Penalty: 5933.154785
	Iteration 9F: 3 clusters Score -2.002465e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 142741 members 
Entering Unmasked Estep 
Score: -20032908.000000 Penalty: 5933.154785
	Iteration 10F: 3 clusters Score -2.003291e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 147881 members 
Entering Unmasked Estep 
Score: -20037414.000000 Penalty: 5933.154785
	Iteration 11Q: 3 clusters Score -2.003741e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 150334 members 
Entering Unmasked Estep 
Score: -20039190.000000 Penalty: 5933.154785
	Iteration 12Q: 3 clusters Score -2.003919e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 151643 members 
Entering Unmasked Estep 
Score: -20039900.000000 Penalty: 5933.154785
	Iteration 13Q: 3 clusters Score -2.00399e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 152491 members 
Entering Unmasked Estep 
Score: -20040136.000000 Penalty: 5933.154785
	Iteration 14Q: 3 clusters Score -2.004014e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 153100 members 
Entering Unmasked Estep 
Score: -20040268.000000 Penalty: 5933.154785
	Iteration 15Q: 3 clusters Score -2.004027e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 153581 members 
Entering Unmasked Estep 
Score: -20040406.000000 Penalty: 5933.154785
	Iteration 16Q: 3 clusters Score -2.004041e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 153957 members 
Entering Unmasked Estep 
Score: -20040482.000000 Penalty: 5933.154785
	Iteration 17Q: 3 clusters Score -2.004048e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 154246 members 
Entering Unmasked Estep 
Score: -20040502.000000 Penalty: 5933.154785
	Iteration 18Q: 3 clusters Score -2.00405e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 154476 members 
Entering Unmasked Estep 
Score: -20040510.000000 Penalty: 5933.154785
	Iteration 19Q: 3 clusters Score -2.004051e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 154663 members 
Entering Unmasked Estep 
Score: -20040522.000000 Penalty: 5933.154785
	Iteration 20F: 3 clusters Score -2.004052e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 154808 members 
Entering Unmasked Estep 
Score: -20040552.000000 Penalty: 5933.154785
	Iteration 21Q: 3 clusters Score -2.004055e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 154909 members 
Entering Unmasked Estep 
Score: -20040538.000000 Penalty: 5933.154785
	Iteration 22Q: 3 clusters Score -2.004054e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 154998 members 
Entering Unmasked Estep 
Score: -20040514.000000 Penalty: 5933.154785
	Iteration 23Q: 3 clusters Score -2.004051e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 155064 members 
Entering Unmasked Estep 
Score: -20040488.000000 Penalty: 5933.154785
	Iteration 24Q: 3 clusters Score -2.004049e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 155114 members 
Entering Unmasked Estep 
Score: -20040480.000000 Penalty: 5933.154785
	Iteration 25Q: 3 clusters Score -2.004048e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 155166 members 
Entering Unmasked Estep 
Score: -20040478.000000 Penalty: 5933.154785
	Iteration 26Q: 3 clusters Score -2.004048e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 155209 members 
Entering Unmasked Estep 
Score: -20040474.000000 Penalty: 5933.154785
	Iteration 27Q: 3 clusters Score -2.004047e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 155234 members 
Entering Unmasked Estep 
Score: -20040464.000000 Penalty: 5933.154785
	Iteration 28Q: 3 clusters Score -2.004046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 155254 members 
Entering Unmasked Estep 
Score: -20040460.000000 Penalty: 5933.154785
	Iteration 29Q: 3 clusters Score -2.004046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 155270 members 
Entering Unmasked Estep 
Score: -20040456.000000 Penalty: 5933.154785
	Iteration 30Q: 3 clusters Score -2.004046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 155286 members 
Entering Unmasked Estep 
Score: -20040444.000000 Penalty: 5933.154785
	Iteration 31Q: 3 clusters Score -2.004044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 155303 members 
Entering Unmasked Estep 
Score: -20040446.000000 Penalty: 5933.154785
	Iteration 32Q: 3 clusters Score -2.004045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 155313 members 
Entering Unmasked Estep 
Score: -20040462.000000 Penalty: 5933.154785
	Iteration 33Q: 3 clusters Score -2.004046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 155318 members 
Entering Unmasked Estep 
Score: -20040482.000000 Penalty: 5933.154785
	Iteration 34Q: 3 clusters Score -2.004048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 155321 members 
Entering Unmasked Estep 
Score: -20040464.000000 Penalty: 5933.154785
	Iteration 35Q: 3 clusters Score -2.004046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 155322 members 
Entering Unmasked Estep 
Score: -20040476.000000 Penalty: 5933.154785
	Iteration 36Q: 3 clusters Score -2.004048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 155323 members 
Entering Unmasked Estep 
Score: -20040466.000000 Penalty: 5933.154785
	Iteration 37Q: 3 clusters Score -2.004047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 155324 members 
Entering Unmasked Estep 
Score: -20040458.000000 Penalty: 5933.154785
	Iteration 38Q: 3 clusters Score -2.004046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 155324 members 
Entering Unmasked Estep 
Score: -20040458.000000 Penalty: 5933.154785
	Iteration 39F: 3 clusters Score -2.004046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (169095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169095 members 
Entering Unmasked Estep 
Score: -21677922.000000 Penalty: 2985.477539
	Iteration 0F: 2 clusters Score -2.167792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -21569774.000000 Penalty: 5970.955078
	Iteration 0F: 3 clusters Score -2.156977e+07 nChanged 81115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -21617032.000000 Penalty: 5970.955078
	Iteration 1F: 3 clusters Score -2.161703e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89574 members 
Mstep: Class 2 contains 79521 members 
Entering Unmasked Estep 
Score: -21617856.000000 Penalty: 5970.955078
	Iteration 2Q: 3 clusters Score -2.161786e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92635 members 
Mstep: Class 2 contains 76460 members 
Entering Unmasked Estep 
Score: -21619188.000000 Penalty: 5970.955078
	Iteration 3Q: 3 clusters Score -2.161919e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97344 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -21621168.000000 Penalty: 5970.955078
	Iteration 4Q: 3 clusters Score -2.162117e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104469 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -21624582.000000 Penalty: 5970.955078
	Iteration 5Q: 3 clusters Score -2.162458e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114875 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -21631226.000000 Penalty: 5970.955078
	Iteration 6F: 3 clusters Score -2.163123e+07 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128534 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -21642012.000000 Penalty: 5970.955078
	Iteration 7F: 3 clusters Score -2.164201e+07 nChanged 14952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143462 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -21655634.000000 Penalty: 5970.955078
	Iteration 8F: 3 clusters Score -2.165563e+07 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155671 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -21666720.000000 Penalty: 5970.955078
	Iteration 9F: 3 clusters Score -2.166672e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162979 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -21671992.000000 Penalty: 5970.955078
	Iteration 10Q: 3 clusters Score -2.167199e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166338 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -21674014.000000 Penalty: 5970.955078
	Iteration 11Q: 3 clusters Score -2.167401e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167662 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -21674682.000000 Penalty: 5970.955078
	Iteration 12Q: 3 clusters Score -2.167468e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168191 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -21675036.000000 Penalty: 5970.955078
	Iteration 13Q: 3 clusters Score -2.167504e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168425 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -21675156.000000 Penalty: 5970.955078
	Iteration 14Q: 3 clusters Score -2.167516e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168535 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -21675220.000000 Penalty: 5970.955078
	Iteration 15Q: 3 clusters Score -2.167522e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168585 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -21675252.000000 Penalty: 5970.955078
	Iteration 16Q: 3 clusters Score -2.167525e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168608 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -21675280.000000 Penalty: 5970.955078
	Iteration 17Q: 3 clusters Score -2.167528e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168626 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -21675316.000000 Penalty: 5970.955078
	Iteration 18Q: 3 clusters Score -2.167532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168647 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -21675330.000000 Penalty: 5970.955078
	Iteration 19Q: 3 clusters Score -2.167533e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168663 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -21675330.000000 Penalty: 5970.955078
	Iteration 20F: 3 clusters Score -2.167533e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168679 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -21675318.000000 Penalty: 5970.955078
	Iteration 21Q: 3 clusters Score -2.167532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168685 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -21675312.000000 Penalty: 5970.955078
	Iteration 22Q: 3 clusters Score -2.167531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168688 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -21675312.000000 Penalty: 5970.955078
	Iteration 23Q: 3 clusters Score -2.167531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168693 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -21675332.000000 Penalty: 5970.955078
	Iteration 24Q: 3 clusters Score -2.167533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168690 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -21675336.000000 Penalty: 5970.955078
	Iteration 25Q: 3 clusters Score -2.167534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168689 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -21675338.000000 Penalty: 5970.955078
	Iteration 26Q: 3 clusters Score -2.167534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168691 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -21675338.000000 Penalty: 5970.955078
	Iteration 27Q: 3 clusters Score -2.167534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168690 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -21675340.000000 Penalty: 5970.955078
	Iteration 28Q: 3 clusters Score -2.167534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168690 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -21675342.000000 Penalty: 5970.955078
	Iteration 29Q: 3 clusters Score -2.167534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168691 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -21675344.000000 Penalty: 5970.955078
	Iteration 30Q: 3 clusters Score -2.167534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168692 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21675332.000000 Penalty: 5970.955078
	Iteration 31Q: 3 clusters Score -2.167533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168692 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21675332.000000 Penalty: 5970.955078
	Iteration 32Q: 3 clusters Score -2.167533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168691 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -21675350.000000 Penalty: 5970.955078
	Iteration 33Q: 3 clusters Score -2.167535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168692 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21675338.000000 Penalty: 5970.955078
	Iteration 34Q: 3 clusters Score -2.167534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168692 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21675338.000000 Penalty: 5970.955078
	Iteration 35F: 3 clusters Score -2.167534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -82844.085938 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -82844.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -81381.132812 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -81381.13 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -82159.109375 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -82159.11 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -82720.789062 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -82720.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -82897.039062 Penalty: 3328.419434
	Iteration 3Q: 3 clusters Score -82897.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -82992.656250 Penalty: 3328.419434
	Iteration 4Q: 3 clusters Score -82992.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -83055.492188 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -83055.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -83101.398438 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -83101.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -83140.710938 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -83140.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -83160.429688 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -83160.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -83179.812500 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -83179.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -83184.460938 Penalty: 3328.419434
	Iteration 10F: 3 clusters Score -83184.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -83190.078125 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -83190.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -83194.367188 Penalty: 3328.419434
	Iteration 12Q: 3 clusters Score -83194.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -83194.367188 Penalty: 3328.419434
	Iteration 13F: 3 clusters Score -83194.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74001 members 
Mstep: Class 3 contains 76475 members 
Mstep: Class 4 contains 126565 members 
Mstep: Class 5 contains 34723 members 
Mstep: Class 6 contains 84542 members 
Mstep: Class 7 contains 127538 members 
Mstep: Class 8 contains 144507 members 
Mstep: Class 9 contains 24026 members 
Mstep: Class 10 contains 9532 members 
Mstep: Class 11 contains 156687 members 
Mstep: Class 12 contains 169095 members 
Mstep: Class 13 contains 235 members 
Mstep: Class 14 contains 1217 members 
Mstep: Class 15 contains 166676 members 
Mstep: Class 16 contains 79929 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8386 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 586 members 
Entering Unmasked Estep 
Score: -161331344.000000 Penalty: 76770.804688
Splitting cluster 13 changes total score from -161332688.000000 to -161331344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -139131.750000 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -139131.8 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 610 members 
Entering Unmasked Estep 
Score: -137128.234375 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -137128.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -137611.703125 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -137611.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -137792.625000 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -137792.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137927.093750 Penalty: 3523.655518
	Iteration 3F: 3 clusters Score -137927.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -137983.578125 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -137983.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -138037.015625 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -138037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -138100.781250 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -138100.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -138147.609375 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -138147.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -138164.078125 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -138164.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -138177.125000 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -138177.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -138181.125000 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -138181.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -138186.937500 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -138186.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -138194.828125 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -138194.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -138206.734375 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -138206.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -138219.156250 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -138219.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -138231.031250 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -138231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -138238.406250 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -138238.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -138246.484375 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -138246.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -138262.421875 Penalty: 3523.655518
	Iteration 18Q: 3 clusters Score -138262.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -138288.734375 Penalty: 3523.655518
	Iteration 19Q: 3 clusters Score -138288.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -138335.843750 Penalty: 3523.655518
	Iteration 20F: 3 clusters Score -138335.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -138418.796875 Penalty: 3523.655518
	Iteration 21Q: 3 clusters Score -138418.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -138468.671875 Penalty: 3523.655518
	Iteration 22Q: 3 clusters Score -138468.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -138518.031250 Penalty: 3523.655518
	Iteration 23Q: 3 clusters Score -138518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -138581.265625 Penalty: 3523.655518
	Iteration 24Q: 3 clusters Score -138581.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -138642.203125 Penalty: 3523.655518
	Iteration 25Q: 3 clusters Score -138642.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -138709.062500 Penalty: 3523.655518
	Iteration 26Q: 3 clusters Score -138709.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -138765.187500 Penalty: 3523.655518
	Iteration 27Q: 3 clusters Score -138765.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -138818.390625 Penalty: 3523.655518
	Iteration 28Q: 3 clusters Score -138818.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -138883.125000 Penalty: 3523.655518
	Iteration 29Q: 3 clusters Score -138883.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -138921.515625 Penalty: 3523.655518
	Iteration 30Q: 3 clusters Score -138921.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -138947.093750 Penalty: 3523.655518
	Iteration 31Q: 3 clusters Score -138947.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -138959.718750 Penalty: 3523.655518
	Iteration 32Q: 3 clusters Score -138959.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -138973.453125 Penalty: 3523.655518
	Iteration 33Q: 3 clusters Score -138973.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -138980.703125 Penalty: 3523.655518
	Iteration 34Q: 3 clusters Score -138980.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -138983.953125 Penalty: 3523.655518
	Iteration 35Q: 3 clusters Score -138984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -138985.937500 Penalty: 3523.655518
	Iteration 36Q: 3 clusters Score -138985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -138987.046875 Penalty: 3523.655518
	Iteration 37Q: 3 clusters Score -138987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -138988.453125 Penalty: 3523.655518
	Iteration 38Q: 3 clusters Score -138988.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -138988.453125 Penalty: 3523.655518
	Iteration 39F: 3 clusters Score -138988.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (166676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166676 members 
Entering Unmasked Estep 
Score: -21183044.000000 Penalty: 2981.904297
	Iteration 0F: 2 clusters Score -2.118304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 83437 members 
Entering Unmasked Estep 
Score: -21072256.000000 Penalty: 5963.808594
	Iteration 0F: 3 clusters Score -2.107226e+07 nChanged 80031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 83434 members 
Entering Unmasked Estep 
Score: -21119246.000000 Penalty: 5963.808594
	Iteration 1F: 3 clusters Score -2.111925e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 83279 members 
Entering Unmasked Estep 
Score: -21120622.000000 Penalty: 5963.808594
	Iteration 2Q: 3 clusters Score -2.112062e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Mstep: Class 2 contains 82909 members 
Entering Unmasked Estep 
Score: -21123360.000000 Penalty: 5963.808594
	Iteration 3Q: 3 clusters Score -2.112336e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84525 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -21127624.000000 Penalty: 5963.808594
	Iteration 4Q: 3 clusters Score -2.112762e+07 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 80500 members 
Entering Unmasked Estep 
Score: -21133678.000000 Penalty: 5963.808594
	Iteration 5F: 3 clusters Score -2.113368e+07 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89067 members 
Mstep: Class 2 contains 77609 members 
Entering Unmasked Estep 
Score: -21141530.000000 Penalty: 5963.808594
	Iteration 6F: 3 clusters Score -2.114153e+07 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 73711 members 
Entering Unmasked Estep 
Score: -21150180.000000 Penalty: 5963.808594
	Iteration 7F: 3 clusters Score -2.115018e+07 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97059 members 
Mstep: Class 2 contains 69617 members 
Entering Unmasked Estep 
Score: -21157900.000000 Penalty: 5963.808594
	Iteration 8F: 3 clusters Score -2.11579e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100704 members 
Mstep: Class 2 contains 65972 members 
Entering Unmasked Estep 
Score: -21163780.000000 Penalty: 5963.808594
	Iteration 9F: 3 clusters Score -2.116378e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103809 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -21166966.000000 Penalty: 5963.808594
	Iteration 10Q: 3 clusters Score -2.116697e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106490 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -21168552.000000 Penalty: 5963.808594
	Iteration 11Q: 3 clusters Score -2.116855e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109009 members 
Mstep: Class 2 contains 57667 members 
Entering Unmasked Estep 
Score: -21169510.000000 Penalty: 5963.808594
	Iteration 12Q: 3 clusters Score -2.116951e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111439 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -21170216.000000 Penalty: 5963.808594
	Iteration 13Q: 3 clusters Score -2.117022e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113841 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -21170942.000000 Penalty: 5963.808594
	Iteration 14Q: 3 clusters Score -2.117094e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116240 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -21171624.000000 Penalty: 5963.808594
	Iteration 15Q: 3 clusters Score -2.117162e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118614 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -21172336.000000 Penalty: 5963.808594
	Iteration 16Q: 3 clusters Score -2.117234e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121013 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -21173018.000000 Penalty: 5963.808594
	Iteration 17Q: 3 clusters Score -2.117302e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123347 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -21173776.000000 Penalty: 5963.808594
	Iteration 18Q: 3 clusters Score -2.117378e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125619 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -21174504.000000 Penalty: 5963.808594
	Iteration 19Q: 3 clusters Score -2.11745e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127852 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -21175068.000000 Penalty: 5963.808594
	Iteration 20F: 3 clusters Score -2.117507e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130013 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -21175624.000000 Penalty: 5963.808594
	Iteration 21Q: 3 clusters Score -2.117562e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132184 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -21176278.000000 Penalty: 5963.808594
	Iteration 22Q: 3 clusters Score -2.117628e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134266 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -21176924.000000 Penalty: 5963.808594
	Iteration 23Q: 3 clusters Score -2.117692e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136299 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -21177656.000000 Penalty: 5963.808594
	Iteration 24Q: 3 clusters Score -2.117766e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138234 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -21178298.000000 Penalty: 5963.808594
	Iteration 25Q: 3 clusters Score -2.11783e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140020 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -21178822.000000 Penalty: 5963.808594
	Iteration 26Q: 3 clusters Score -2.117882e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141633 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -21179374.000000 Penalty: 5963.808594
	Iteration 27Q: 3 clusters Score -2.117937e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143074 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -21179722.000000 Penalty: 5963.808594
	Iteration 28Q: 3 clusters Score -2.117972e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144437 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -21180156.000000 Penalty: 5963.808594
	Iteration 29Q: 3 clusters Score -2.118016e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145667 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -21180572.000000 Penalty: 5963.808594
	Iteration 30Q: 3 clusters Score -2.118057e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146809 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -21180876.000000 Penalty: 5963.808594
	Iteration 31Q: 3 clusters Score -2.118088e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147862 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -21181096.000000 Penalty: 5963.808594
	Iteration 32Q: 3 clusters Score -2.11811e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148805 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -21181268.000000 Penalty: 5963.808594
	Iteration 33Q: 3 clusters Score -2.118127e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149670 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -21181506.000000 Penalty: 5963.808594
	Iteration 34Q: 3 clusters Score -2.118151e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150464 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -21181762.000000 Penalty: 5963.808594
	Iteration 35Q: 3 clusters Score -2.118176e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151221 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -21181912.000000 Penalty: 5963.808594
	Iteration 36Q: 3 clusters Score -2.118191e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151888 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -21182072.000000 Penalty: 5963.808594
	Iteration 37Q: 3 clusters Score -2.118207e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152499 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -21182250.000000 Penalty: 5963.808594
	Iteration 38Q: 3 clusters Score -2.118225e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153054 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -21182350.000000 Penalty: 5963.808594
	Iteration 39Q: 3 clusters Score -2.118235e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153586 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -21182404.000000 Penalty: 5963.808594
	Iteration 40F: 3 clusters Score -2.11824e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154042 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -21182500.000000 Penalty: 5963.808594
	Iteration 41Q: 3 clusters Score -2.11825e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154471 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -21182622.000000 Penalty: 5963.808594
	Iteration 42Q: 3 clusters Score -2.118262e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154882 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -21182616.000000 Penalty: 5963.808594
	Iteration 43Q: 3 clusters Score -2.118262e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155255 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -21182620.000000 Penalty: 5963.808594
	Iteration 44Q: 3 clusters Score -2.118262e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155594 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -21182638.000000 Penalty: 5963.808594
	Iteration 45Q: 3 clusters Score -2.118264e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155914 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -21182686.000000 Penalty: 5963.808594
	Iteration 46Q: 3 clusters Score -2.118269e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156204 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -21182684.000000 Penalty: 5963.808594
	Iteration 47Q: 3 clusters Score -2.118268e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156457 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -21182706.000000 Penalty: 5963.808594
	Iteration 48Q: 3 clusters Score -2.118271e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156707 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -21182726.000000 Penalty: 5963.808594
	Iteration 49Q: 3 clusters Score -2.118273e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -21182732.000000 Penalty: 5963.808594
	Iteration 50Q: 3 clusters Score -2.118273e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157135 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -21182734.000000 Penalty: 5963.808594
	Iteration 51Q: 3 clusters Score -2.118273e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157294 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -21182714.000000 Penalty: 5963.808594
	Iteration 52Q: 3 clusters Score -2.118271e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157447 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -21182694.000000 Penalty: 5963.808594
	Iteration 53Q: 3 clusters Score -2.118269e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157583 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -21182720.000000 Penalty: 5963.808594
	Iteration 54Q: 3 clusters Score -2.118272e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157713 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -21182718.000000 Penalty: 5963.808594
	Iteration 55Q: 3 clusters Score -2.118272e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157835 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -21182718.000000 Penalty: 5963.808594
	Iteration 56Q: 3 clusters Score -2.118272e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157964 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -21182724.000000 Penalty: 5963.808594
	Iteration 57Q: 3 clusters Score -2.118272e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158071 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -21182760.000000 Penalty: 5963.808594
	Iteration 58Q: 3 clusters Score -2.118276e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158187 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -21182810.000000 Penalty: 5963.808594
	Iteration 59Q: 3 clusters Score -2.118281e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158292 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -21182808.000000 Penalty: 5963.808594
	Iteration 60F: 3 clusters Score -2.118281e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158399 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -21182810.000000 Penalty: 5963.808594
	Iteration 61Q: 3 clusters Score -2.118281e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158479 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -21182824.000000 Penalty: 5963.808594
	Iteration 62Q: 3 clusters Score -2.118282e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158561 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -21182810.000000 Penalty: 5963.808594
	Iteration 63Q: 3 clusters Score -2.118281e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158638 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -21182832.000000 Penalty: 5963.808594
	Iteration 64Q: 3 clusters Score -2.118283e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158708 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -21182804.000000 Penalty: 5963.808594
	Iteration 65Q: 3 clusters Score -2.11828e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158774 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -21182830.000000 Penalty: 5963.808594
	Iteration 66Q: 3 clusters Score -2.118283e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158849 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -21182830.000000 Penalty: 5963.808594
	Iteration 67Q: 3 clusters Score -2.118283e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158925 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -21182844.000000 Penalty: 5963.808594
	Iteration 68Q: 3 clusters Score -2.118284e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158999 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -21182862.000000 Penalty: 5963.808594
	Iteration 69Q: 3 clusters Score -2.118286e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159065 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -21182832.000000 Penalty: 5963.808594
	Iteration 70Q: 3 clusters Score -2.118283e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159130 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -21182836.000000 Penalty: 5963.808594
	Iteration 71Q: 3 clusters Score -2.118284e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159194 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -21182846.000000 Penalty: 5963.808594
	Iteration 72Q: 3 clusters Score -2.118285e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159251 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -21182858.000000 Penalty: 5963.808594
	Iteration 73Q: 3 clusters Score -2.118286e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159302 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -21182856.000000 Penalty: 5963.808594
	Iteration 74Q: 3 clusters Score -2.118286e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159350 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -21182838.000000 Penalty: 5963.808594
	Iteration 75Q: 3 clusters Score -2.118284e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159399 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -21182856.000000 Penalty: 5963.808594
	Iteration 76Q: 3 clusters Score -2.118286e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159446 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -21182854.000000 Penalty: 5963.808594
	Iteration 77Q: 3 clusters Score -2.118285e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159491 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -21182806.000000 Penalty: 5963.808594
	Iteration 78Q: 3 clusters Score -2.118281e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159526 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -21182840.000000 Penalty: 5963.808594
	Iteration 79Q: 3 clusters Score -2.118284e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -21182830.000000 Penalty: 5963.808594
	Iteration 80F: 3 clusters Score -2.118283e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159598 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -21182808.000000 Penalty: 5963.808594
	Iteration 81Q: 3 clusters Score -2.118281e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159624 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -21182828.000000 Penalty: 5963.808594
	Iteration 82Q: 3 clusters Score -2.118283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159640 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -21182840.000000 Penalty: 5963.808594
	Iteration 83Q: 3 clusters Score -2.118284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159661 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -21182838.000000 Penalty: 5963.808594
	Iteration 84Q: 3 clusters Score -2.118284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159679 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -21182846.000000 Penalty: 5963.808594
	Iteration 85Q: 3 clusters Score -2.118285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159695 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -21182858.000000 Penalty: 5963.808594
	Iteration 86Q: 3 clusters Score -2.118286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159706 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -21182858.000000 Penalty: 5963.808594
	Iteration 87Q: 3 clusters Score -2.118286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159718 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -21182834.000000 Penalty: 5963.808594
	Iteration 88Q: 3 clusters Score -2.118283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159733 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -21182842.000000 Penalty: 5963.808594
	Iteration 89Q: 3 clusters Score -2.118284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159748 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -21182848.000000 Penalty: 5963.808594
	Iteration 90Q: 3 clusters Score -2.118285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159757 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -21182870.000000 Penalty: 5963.808594
	Iteration 91Q: 3 clusters Score -2.118287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159769 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -21182868.000000 Penalty: 5963.808594
	Iteration 92Q: 3 clusters Score -2.118287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159779 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -21182872.000000 Penalty: 5963.808594
	Iteration 93Q: 3 clusters Score -2.118287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159783 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -21182884.000000 Penalty: 5963.808594
	Iteration 94Q: 3 clusters Score -2.118288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159787 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -21182890.000000 Penalty: 5963.808594
	Iteration 95Q: 3 clusters Score -2.118289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159791 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -21182872.000000 Penalty: 5963.808594
	Iteration 96Q: 3 clusters Score -2.118287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159794 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -21182886.000000 Penalty: 5963.808594
	Iteration 97Q: 3 clusters Score -2.118289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159796 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -21182886.000000 Penalty: 5963.808594
	Iteration 98Q: 3 clusters Score -2.118289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159798 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -21182894.000000 Penalty: 5963.808594
	Iteration 99Q: 3 clusters Score -2.118289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159799 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -21182890.000000 Penalty: 5963.808594
	Iteration 100F: 3 clusters Score -2.118289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159803 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -21182882.000000 Penalty: 5963.808594
	Iteration 101Q: 3 clusters Score -2.118288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159807 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -21182880.000000 Penalty: 5963.808594
	Iteration 102Q: 3 clusters Score -2.118288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -21182878.000000 Penalty: 5963.808594
	Iteration 103Q: 3 clusters Score -2.118288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159813 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -21182874.000000 Penalty: 5963.808594
	Iteration 104Q: 3 clusters Score -2.118287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159814 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -21182878.000000 Penalty: 5963.808594
	Iteration 105Q: 3 clusters Score -2.118288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159814 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -21182878.000000 Penalty: 5963.808594
	Iteration 106F: 3 clusters Score -2.118288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79929 members 
Entering Unmasked Estep 
Score: -10127733.000000 Penalty: 2799.645752
	Iteration 0F: 2 clusters Score -1.012773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -10074438.000000 Penalty: 5599.291504
	Iteration 0F: 3 clusters Score -1.007444e+07 nChanged 37357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -10095832.000000 Penalty: 5599.291504
	Iteration 1F: 3 clusters Score -1.009583e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -10096978.000000 Penalty: 5599.291504
	Iteration 2Q: 3 clusters Score -1.009698e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -10098815.000000 Penalty: 5599.291504
	Iteration 3Q: 3 clusters Score -1.009882e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -10101016.000000 Penalty: 5599.291504
	Iteration 4F: 3 clusters Score -1.010102e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -10103652.000000 Penalty: 5599.291504
	Iteration 5F: 3 clusters Score -1.010365e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -10106527.000000 Penalty: 5599.291504
	Iteration 6F: 3 clusters Score -1.010653e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -10109838.000000 Penalty: 5599.291504
	Iteration 7F: 3 clusters Score -1.010984e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -10112741.000000 Penalty: 5599.291504
	Iteration 8F: 3 clusters Score -1.011274e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -10115250.000000 Penalty: 5599.291504
	Iteration 9F: 3 clusters Score -1.011525e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -10117432.000000 Penalty: 5599.291504
	Iteration 10Q: 3 clusters Score -1.011743e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -10119246.000000 Penalty: 5599.291504
	Iteration 11Q: 3 clusters Score -1.011925e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66784 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -10120864.000000 Penalty: 5599.291504
	Iteration 12Q: 3 clusters Score -1.012086e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68877 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -10122198.000000 Penalty: 5599.291504
	Iteration 13Q: 3 clusters Score -1.01222e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70649 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -10123424.000000 Penalty: 5599.291504
	Iteration 14Q: 3 clusters Score -1.012342e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72141 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -10124539.000000 Penalty: 5599.291504
	Iteration 15Q: 3 clusters Score -1.012454e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -10125660.000000 Penalty: 5599.291504
	Iteration 16Q: 3 clusters Score -1.012566e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -10126545.000000 Penalty: 5599.291504
	Iteration 17Q: 3 clusters Score -1.012654e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -10126928.000000 Penalty: 5599.291504
	Iteration 18Q: 3 clusters Score -1.012693e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74958 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -10127063.000000 Penalty: 5599.291504
	Iteration 19Q: 3 clusters Score -1.012706e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -10127169.000000 Penalty: 5599.291504
	Iteration 20F: 3 clusters Score -1.012717e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -10127245.000000 Penalty: 5599.291504
	Iteration 21Q: 3 clusters Score -1.012724e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -10127297.000000 Penalty: 5599.291504
	Iteration 22Q: 3 clusters Score -1.01273e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -10127305.000000 Penalty: 5599.291504
	Iteration 23Q: 3 clusters Score -1.01273e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -10127345.000000 Penalty: 5599.291504
	Iteration 24Q: 3 clusters Score -1.012734e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75875 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -10127352.000000 Penalty: 5599.291504
	Iteration 25Q: 3 clusters Score -1.012735e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -10127345.000000 Penalty: 5599.291504
	Iteration 26Q: 3 clusters Score -1.012734e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76029 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -10127360.000000 Penalty: 5599.291504
	Iteration 27Q: 3 clusters Score -1.012736e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -10127357.000000 Penalty: 5599.291504
	Iteration 28Q: 3 clusters Score -1.012736e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -10127380.000000 Penalty: 5599.291504
	Iteration 29Q: 3 clusters Score -1.012738e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76170 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -10127361.000000 Penalty: 5599.291504
	Iteration 30Q: 3 clusters Score -1.012736e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -10127353.000000 Penalty: 5599.291504
	Iteration 31Q: 3 clusters Score -1.012735e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76246 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -10127373.000000 Penalty: 5599.291504
	Iteration 32Q: 3 clusters Score -1.012737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -10127375.000000 Penalty: 5599.291504
	Iteration 33Q: 3 clusters Score -1.012738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -10127357.000000 Penalty: 5599.291504
	Iteration 34Q: 3 clusters Score -1.012736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -10127363.000000 Penalty: 5599.291504
	Iteration 35Q: 3 clusters Score -1.012736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76301 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -10127360.000000 Penalty: 5599.291504
	Iteration 36Q: 3 clusters Score -1.012736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -10127360.000000 Penalty: 5599.291504
	Iteration 37Q: 3 clusters Score -1.012736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76316 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -10127364.000000 Penalty: 5599.291504
	Iteration 38Q: 3 clusters Score -1.012736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -10127366.000000 Penalty: 5599.291504
	Iteration 39Q: 3 clusters Score -1.012737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -10127353.000000 Penalty: 5599.291504
	Iteration 40F: 3 clusters Score -1.012735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76336 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -10127356.000000 Penalty: 5599.291504
	Iteration 41Q: 3 clusters Score -1.012736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -10127361.000000 Penalty: 5599.291504
	Iteration 42Q: 3 clusters Score -1.012736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -10127365.000000 Penalty: 5599.291504
	Iteration 43Q: 3 clusters Score -1.012736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76347 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -10127353.000000 Penalty: 5599.291504
	Iteration 44Q: 3 clusters Score -1.012735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -10127348.000000 Penalty: 5599.291504
	Iteration 45Q: 3 clusters Score -1.012735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76352 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -10127345.000000 Penalty: 5599.291504
	Iteration 46Q: 3 clusters Score -1.012734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -10127359.000000 Penalty: 5599.291504
	Iteration 47Q: 3 clusters Score -1.012736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -10127364.000000 Penalty: 5599.291504
	Iteration 48Q: 3 clusters Score -1.012736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -10127362.000000 Penalty: 5599.291504
	Iteration 49Q: 3 clusters Score -1.012736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -10127363.000000 Penalty: 5599.291504
	Iteration 50Q: 3 clusters Score -1.012736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76380 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -10127361.000000 Penalty: 5599.291504
	Iteration 51Q: 3 clusters Score -1.012736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76384 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -10127354.000000 Penalty: 5599.291504
	Iteration 52Q: 3 clusters Score -1.012735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76390 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -10127356.000000 Penalty: 5599.291504
	Iteration 53Q: 3 clusters Score -1.012736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76393 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -10127365.000000 Penalty: 5599.291504
	Iteration 54Q: 3 clusters Score -1.012736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -10127366.000000 Penalty: 5599.291504
	Iteration 55Q: 3 clusters Score -1.012737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -10127366.000000 Penalty: 5599.291504
	Iteration 56F: 3 clusters Score -1.012737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -81088.343750 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -81088.34 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 368 members 
Entering Unmasked Estep 
Score: -79485.500000 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -79485.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -79996.601562 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -79996.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -80365.968750 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -80365.97 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80755.562500 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -80755.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80932.265625 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -80932.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81066.593750 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -81066.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81142.773438 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -81142.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81159.203125 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -81159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81180.242188 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -81180.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81196.617188 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -81196.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81199.140625 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -81199.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81199.140625 Penalty: 3312.457520
	Iteration 11F: 3 clusters Score -81199.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74001 members 
Mstep: Class 3 contains 76475 members 
Mstep: Class 4 contains 126565 members 
Mstep: Class 5 contains 34723 members 
Mstep: Class 6 contains 84542 members 
Mstep: Class 7 contains 127538 members 
Mstep: Class 8 contains 144507 members 
Mstep: Class 9 contains 24026 members 
Mstep: Class 10 contains 9532 members 
Mstep: Class 11 contains 156687 members 
Mstep: Class 12 contains 169095 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1217 members 
Mstep: Class 15 contains 166676 members 
Mstep: Class 16 contains 79929 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8386 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 335 members 
Entering Unmasked Estep 
Score: -161331232.000000 Penalty: 76770.804688
Splitting cluster 17 changes total score from -161332688.000000 to -161331232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Entering Unmasked Estep 
Score: -251111.859375 Penalty: 1887.736938
	Iteration 0F: 2 clusters Score -251111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -248447.171875 Penalty: 3775.473877
	Iteration 0F: 3 clusters Score -248447.2 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -248969.234375 Penalty: 3775.473877
	Iteration 1F: 3 clusters Score -248969.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -249140.687500 Penalty: 3775.473877
	Iteration 2F: 3 clusters Score -249140.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -249245.609375 Penalty: 3775.473877
	Iteration 3Q: 3 clusters Score -249245.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -249318.062500 Penalty: 3775.473877
	Iteration 4Q: 3 clusters Score -249318.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -249384.453125 Penalty: 3775.473877
	Iteration 5Q: 3 clusters Score -249384.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -249471.359375 Penalty: 3775.473877
	Iteration 6Q: 3 clusters Score -249471.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -249563.984375 Penalty: 3775.473877
	Iteration 7Q: 3 clusters Score -249564 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -249642.140625 Penalty: 3775.473877
	Iteration 8Q: 3 clusters Score -249642.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -249715.390625 Penalty: 3775.473877
	Iteration 9Q: 3 clusters Score -249715.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -249786.796875 Penalty: 3775.473877
	Iteration 10Q: 3 clusters Score -249786.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -249849.843750 Penalty: 3775.473877
	Iteration 11Q: 3 clusters Score -249849.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -249907.671875 Penalty: 3775.473877
	Iteration 12Q: 3 clusters Score -249907.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -249949.406250 Penalty: 3775.473877
	Iteration 13Q: 3 clusters Score -249949.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -249981.078125 Penalty: 3775.473877
	Iteration 14Q: 3 clusters Score -249981.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -250008.515625 Penalty: 3775.473877
	Iteration 15Q: 3 clusters Score -250008.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -250025.578125 Penalty: 3775.473877
	Iteration 16Q: 3 clusters Score -250025.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -250046.687500 Penalty: 3775.473877
	Iteration 17Q: 3 clusters Score -250046.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -250067.578125 Penalty: 3775.473877
	Iteration 18Q: 3 clusters Score -250067.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -250077.890625 Penalty: 3775.473877
	Iteration 19Q: 3 clusters Score -250077.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -250083.906250 Penalty: 3775.473877
	Iteration 20F: 3 clusters Score -250083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -250087.828125 Penalty: 3775.473877
	Iteration 21Q: 3 clusters Score -250087.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -250092.171875 Penalty: 3775.473877
	Iteration 22Q: 3 clusters Score -250092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -250093.875000 Penalty: 3775.473877
	Iteration 23Q: 3 clusters Score -250093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -250095.640625 Penalty: 3775.473877
	Iteration 24Q: 3 clusters Score -250095.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -250098.093750 Penalty: 3775.473877
	Iteration 25Q: 3 clusters Score -250098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -250099.421875 Penalty: 3775.473877
	Iteration 26Q: 3 clusters Score -250099.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -250099.421875 Penalty: 3775.473877
	Iteration 27F: 3 clusters Score -250099.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Entering Unmasked Estep 
Score: -1013243.812500 Penalty: 2240.510986
	Iteration 0F: 2 clusters Score -1013244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1006631.625000 Penalty: 4481.021973
	Iteration 0F: 3 clusters Score -1006632 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1008460.750000 Penalty: 4481.021973
	Iteration 1F: 3 clusters Score -1008461 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1008956.750000 Penalty: 4481.021973
	Iteration 2F: 3 clusters Score -1008957 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1009506.562500 Penalty: 4481.021973
	Iteration 3F: 3 clusters Score -1009507 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1010127.125000 Penalty: 4481.021973
	Iteration 4F: 3 clusters Score -1010127 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1010696.000000 Penalty: 4481.021973
	Iteration 5F: 3 clusters Score -1010696 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1011075.250000 Penalty: 4481.021973
	Iteration 6F: 3 clusters Score -1011075 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1011351.062500 Penalty: 4481.021973
	Iteration 7F: 3 clusters Score -1011351 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1011532.687500 Penalty: 4481.021973
	Iteration 8Q: 3 clusters Score -1011533 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1011634.187500 Penalty: 4481.021973
	Iteration 9Q: 3 clusters Score -1011634 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1011703.500000 Penalty: 4481.021973
	Iteration 10Q: 3 clusters Score -1011704 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1011749.187500 Penalty: 4481.021973
	Iteration 11Q: 3 clusters Score -1011749 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1011791.187500 Penalty: 4481.021973
	Iteration 12Q: 3 clusters Score -1011791 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1011823.000000 Penalty: 4481.021973
	Iteration 13Q: 3 clusters Score -1011823 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1011843.750000 Penalty: 4481.021973
	Iteration 14Q: 3 clusters Score -1011844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1011860.375000 Penalty: 4481.021973
	Iteration 15Q: 3 clusters Score -1011860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1011875.375000 Penalty: 4481.021973
	Iteration 16Q: 3 clusters Score -1011875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1011892.437500 Penalty: 4481.021973
	Iteration 17Q: 3 clusters Score -1011892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1011905.000000 Penalty: 4481.021973
	Iteration 18Q: 3 clusters Score -1011905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1011912.062500 Penalty: 4481.021973
	Iteration 19Q: 3 clusters Score -1011912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1011920.000000 Penalty: 4481.021973
	Iteration 20F: 3 clusters Score -1011920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1011922.750000 Penalty: 4481.021973
	Iteration 21Q: 3 clusters Score -1011923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1011925.500000 Penalty: 4481.021973
	Iteration 22Q: 3 clusters Score -1011926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1011933.250000 Penalty: 4481.021973
	Iteration 23Q: 3 clusters Score -1011933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1011938.750000 Penalty: 4481.021973
	Iteration 24Q: 3 clusters Score -1011939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1011945.312500 Penalty: 4481.021973
	Iteration 25Q: 3 clusters Score -1011945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1011947.750000 Penalty: 4481.021973
	Iteration 26Q: 3 clusters Score -1011948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1011951.875000 Penalty: 4481.021973
	Iteration 27Q: 3 clusters Score -1011952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1011959.812500 Penalty: 4481.021973
	Iteration 28Q: 3 clusters Score -1011960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1011964.125000 Penalty: 4481.021973
	Iteration 29Q: 3 clusters Score -1011964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1011968.312500 Penalty: 4481.021973
	Iteration 30Q: 3 clusters Score -1011968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1011969.875000 Penalty: 4481.021973
	Iteration 31Q: 3 clusters Score -1011970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1011974.625000 Penalty: 4481.021973
	Iteration 32Q: 3 clusters Score -1011975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1011976.500000 Penalty: 4481.021973
	Iteration 33Q: 3 clusters Score -1011976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1011982.687500 Penalty: 4481.021973
	Iteration 34Q: 3 clusters Score -1011983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1011988.625000 Penalty: 4481.021973
	Iteration 35Q: 3 clusters Score -1011989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1011992.937500 Penalty: 4481.021973
	Iteration 36Q: 3 clusters Score -1011993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1011994.437500 Penalty: 4481.021973
	Iteration 37Q: 3 clusters Score -1011994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1011994.187500 Penalty: 4481.021973
	Iteration 38Q: 3 clusters Score -1011994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1011996.437500 Penalty: 4481.021973
	Iteration 39Q: 3 clusters Score -1011996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1012000.062500 Penalty: 4481.021973
	Iteration 40F: 3 clusters Score -1012000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1011997.187500 Penalty: 4481.021973
	Iteration 41Q: 3 clusters Score -1011997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1011996.937500 Penalty: 4481.021973
	Iteration 42Q: 3 clusters Score -1011997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1011996.937500 Penalty: 4481.021973
	Iteration 43F: 3 clusters Score -1011997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -62666.695312 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -62666.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61056.574219 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -61056.57 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61541.765625 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -61541.77 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62060.980469 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -62060.98 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -62581.609375 Penalty: 3193.917725
	Iteration 3F: 3 clusters Score -62581.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -63137.230469 Penalty: 3193.917725
	Iteration 4F: 3 clusters Score -63137.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -63304.582031 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -63304.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -63423.820312 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -63423.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -63504.421875 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -63504.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -63508.710938 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -63508.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -63508.710938 Penalty: 3193.917725
	Iteration 9F: 3 clusters Score -63508.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74001 members 
Mstep: Class 3 contains 76475 members 
Mstep: Class 4 contains 126565 members 
Mstep: Class 5 contains 34723 members 
Mstep: Class 6 contains 84542 members 
Mstep: Class 7 contains 127538 members 
Mstep: Class 8 contains 144507 members 
Mstep: Class 9 contains 24026 members 
Mstep: Class 10 contains 9532 members 
Mstep: Class 11 contains 156687 members 
Mstep: Class 12 contains 169095 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1217 members 
Mstep: Class 15 contains 166676 members 
Mstep: Class 16 contains 79929 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8386 members 
Mstep: Class 20 contains 468 members 
Mstep: Class 21 contains 2126 members 
Mstep: Class 22 contains 158 members 
Entering Unmasked Estep 
Score: -161331904.000000 Penalty: 76770.804688
Splitting cluster 20 changes total score from -161332688.000000 to -161331904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -265902.656250 Penalty: 1900.175415
	Iteration 0F: 2 clusters Score -265902.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -263174.500000 Penalty: 3800.350830
	Iteration 0F: 3 clusters Score -263174.5 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -263638.718750 Penalty: 3800.350830
	Iteration 1F: 3 clusters Score -263638.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -263760.375000 Penalty: 3800.350830
	Iteration 2F: 3 clusters Score -263760.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -263825.750000 Penalty: 3800.350830
	Iteration 3Q: 3 clusters Score -263825.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -263867.375000 Penalty: 3800.350830
	Iteration 4Q: 3 clusters Score -263867.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -263890.031250 Penalty: 3800.350830
	Iteration 5Q: 3 clusters Score -263890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -263914.718750 Penalty: 3800.350830
	Iteration 6Q: 3 clusters Score -263914.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -263940.093750 Penalty: 3800.350830
	Iteration 7Q: 3 clusters Score -263940.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -263970.218750 Penalty: 3800.350830
	Iteration 8Q: 3 clusters Score -263970.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -264001.500000 Penalty: 3800.350830
	Iteration 9Q: 3 clusters Score -264001.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -264029.093750 Penalty: 3800.350830
	Iteration 10Q: 3 clusters Score -264029.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -264056.968750 Penalty: 3800.350830
	Iteration 11Q: 3 clusters Score -264057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -264076.156250 Penalty: 3800.350830
	Iteration 12Q: 3 clusters Score -264076.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -264098.000000 Penalty: 3800.350830
	Iteration 13Q: 3 clusters Score -264098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -264116.531250 Penalty: 3800.350830
	Iteration 14Q: 3 clusters Score -264116.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -264130.531250 Penalty: 3800.350830
	Iteration 15Q: 3 clusters Score -264130.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -264146.218750 Penalty: 3800.350830
	Iteration 16Q: 3 clusters Score -264146.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -264159.906250 Penalty: 3800.350830
	Iteration 17Q: 3 clusters Score -264159.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -264172.250000 Penalty: 3800.350830
	Iteration 18Q: 3 clusters Score -264172.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -264182.468750 Penalty: 3800.350830
	Iteration 19Q: 3 clusters Score -264182.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -264193.593750 Penalty: 3800.350830
	Iteration 20F: 3 clusters Score -264193.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -264200.656250 Penalty: 3800.350830
	Iteration 21Q: 3 clusters Score -264200.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -264210.250000 Penalty: 3800.350830
	Iteration 22Q: 3 clusters Score -264210.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -264224.906250 Penalty: 3800.350830
	Iteration 23Q: 3 clusters Score -264224.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -264245.062500 Penalty: 3800.350830
	Iteration 24Q: 3 clusters Score -264245.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -264270.125000 Penalty: 3800.350830
	Iteration 25Q: 3 clusters Score -264270.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -264291.281250 Penalty: 3800.350830
	Iteration 26Q: 3 clusters Score -264291.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -264309.312500 Penalty: 3800.350830
	Iteration 27Q: 3 clusters Score -264309.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -264322.687500 Penalty: 3800.350830
	Iteration 28Q: 3 clusters Score -264322.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -264333.156250 Penalty: 3800.350830
	Iteration 29Q: 3 clusters Score -264333.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -264345.843750 Penalty: 3800.350830
	Iteration 30Q: 3 clusters Score -264345.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -264357.437500 Penalty: 3800.350830
	Iteration 31Q: 3 clusters Score -264357.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -264369.562500 Penalty: 3800.350830
	Iteration 32Q: 3 clusters Score -264369.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -264378.968750 Penalty: 3800.350830
	Iteration 33Q: 3 clusters Score -264379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -264386.562500 Penalty: 3800.350830
	Iteration 34Q: 3 clusters Score -264386.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -264390.656250 Penalty: 3800.350830
	Iteration 35Q: 3 clusters Score -264390.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -264393.843750 Penalty: 3800.350830
	Iteration 36Q: 3 clusters Score -264393.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -264400.031250 Penalty: 3800.350830
	Iteration 37Q: 3 clusters Score -264400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -264404.718750 Penalty: 3800.350830
	Iteration 38Q: 3 clusters Score -264404.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -264409.593750 Penalty: 3800.350830
	Iteration 39Q: 3 clusters Score -264409.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -264414.593750 Penalty: 3800.350830
	Iteration 40F: 3 clusters Score -264414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -264418.062500 Penalty: 3800.350830
	Iteration 41Q: 3 clusters Score -264418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -264421.156250 Penalty: 3800.350830
	Iteration 42Q: 3 clusters Score -264421.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -264422.625000 Penalty: 3800.350830
	Iteration 43Q: 3 clusters Score -264422.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -264424.656250 Penalty: 3800.350830
	Iteration 44Q: 3 clusters Score -264424.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -264427.718750 Penalty: 3800.350830
	Iteration 45Q: 3 clusters Score -264427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -264427.718750 Penalty: 3800.350830
	Iteration 46F: 3 clusters Score -264427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74001 members 
Mstep: Class 3 contains 76475 members 
Mstep: Class 4 contains 126565 members 
Mstep: Class 5 contains 34723 members 
Mstep: Class 6 contains 84542 members 
Mstep: Class 8 contains 144507 members 
Mstep: Class 9 contains 24026 members 
Mstep: Class 10 contains 9532 members 
Mstep: Class 11 contains 156687 members 
Mstep: Class 12 contains 169095 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1217 members 
Mstep: Class 15 contains 166676 members 
Mstep: Class 16 contains 79929 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 8386 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334256.000000 Penalty: 73281.218750
Iteration 279Q: 22 clusters Score -1.613343e+08 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 74052 members 
Mstep: Class 3 contains 76508 members 
Mstep: Class 4 contains 126609 members 
Mstep: Class 5 contains 35856 members 
Mstep: Class 6 contains 84092 members 
Mstep: Class 7 contains 125405 members 
Mstep: Class 8 contains 144499 members 
Mstep: Class 9 contains 24018 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 156693 members 
Mstep: Class 12 contains 170154 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1217 members 
Mstep: Class 15 contains 166857 members 
Mstep: Class 16 contains 79943 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8387 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334896.000000 Penalty: 73281.218750
Iteration 280F: 22 clusters Score -1.613349e+08 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 73806 members 
Mstep: Class 3 contains 76189 members 
Mstep: Class 4 contains 126269 members 
Mstep: Class 5 contains 36742 members 
Mstep: Class 6 contains 82992 members 
Mstep: Class 7 contains 126872 members 
Mstep: Class 8 contains 144491 members 
Mstep: Class 9 contains 23998 members 
Mstep: Class 10 contains 9550 members 
Mstep: Class 11 contains 156711 members 
Mstep: Class 12 contains 169961 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 15 contains 166824 members 
Mstep: Class 16 contains 79884 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8394 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335808.000000 Penalty: 73281.218750
Iteration 281Q: 22 clusters Score -1.613358e+08 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 73615 members 
Mstep: Class 3 contains 75954 members 
Mstep: Class 4 contains 125955 members 
Mstep: Class 5 contains 37633 members 
Mstep: Class 6 contains 82068 members 
Mstep: Class 7 contains 127840 members 
Mstep: Class 8 contains 144481 members 
Mstep: Class 9 contains 23969 members 
Mstep: Class 10 contains 9528 members 
Mstep: Class 11 contains 156746 members 
Mstep: Class 12 contains 169944 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 166705 members 
Mstep: Class 16 contains 79868 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8379 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336016.000000 Penalty: 73281.218750
Iteration 282Q: 22 clusters Score -1.61336e+08 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 73418 members 
Mstep: Class 3 contains 75762 members 
Mstep: Class 4 contains 125708 members 
Mstep: Class 5 contains 38429 members 
Mstep: Class 6 contains 81167 members 
Mstep: Class 7 contains 128849 members 
Mstep: Class 8 contains 144476 members 
Mstep: Class 9 contains 23951 members 
Mstep: Class 10 contains 9520 members 
Mstep: Class 11 contains 156733 members 
Mstep: Class 12 contains 169838 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 166623 members 
Mstep: Class 16 contains 79851 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8362 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336144.000000 Penalty: 73281.218750
Iteration 283Q: 22 clusters Score -1.613361e+08 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 73212 members 
Mstep: Class 3 contains 75627 members 
Mstep: Class 4 contains 125486 members 
Mstep: Class 5 contains 39162 members 
Mstep: Class 6 contains 80308 members 
Mstep: Class 7 contains 129960 members 
Mstep: Class 8 contains 144472 members 
Mstep: Class 9 contains 23937 members 
Mstep: Class 10 contains 9513 members 
Mstep: Class 11 contains 156672 members 
Mstep: Class 12 contains 169641 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 166515 members 
Mstep: Class 16 contains 79842 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8340 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336624.000000 Penalty: 73281.218750
Iteration 284Q: 22 clusters Score -1.613366e+08 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 73047 members 
Mstep: Class 3 contains 75521 members 
Mstep: Class 4 contains 125263 members 
Mstep: Class 5 contains 39778 members 
Mstep: Class 6 contains 79571 members 
Mstep: Class 7 contains 131135 members 
Mstep: Class 8 contains 144450 members 
Mstep: Class 9 contains 23935 members 
Mstep: Class 10 contains 9511 members 
Mstep: Class 11 contains 156593 members 
Mstep: Class 12 contains 169363 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 166396 members 
Mstep: Class 16 contains 79838 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8288 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336544.000000 Penalty: 73281.218750
Iteration 285Q: 22 clusters Score -1.613365e+08 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72911 members 
Mstep: Class 3 contains 75430 members 
Mstep: Class 4 contains 125071 members 
Mstep: Class 5 contains 40333 members 
Mstep: Class 6 contains 78899 members 
Mstep: Class 7 contains 132345 members 
Mstep: Class 8 contains 144432 members 
Mstep: Class 9 contains 23923 members 
Mstep: Class 10 contains 9516 members 
Mstep: Class 11 contains 156477 members 
Mstep: Class 12 contains 169017 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 166275 members 
Mstep: Class 16 contains 79829 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8231 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337088.000000 Penalty: 73281.218750
Iteration 286Q: 22 clusters Score -1.613371e+08 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72760 members 
Mstep: Class 3 contains 75331 members 
Mstep: Class 4 contains 124847 members 
Mstep: Class 5 contains 40765 members 
Mstep: Class 6 contains 78320 members 
Mstep: Class 7 contains 133647 members 
Mstep: Class 8 contains 144400 members 
Mstep: Class 9 contains 23894 members 
Mstep: Class 10 contains 9517 members 
Mstep: Class 11 contains 156371 members 
Mstep: Class 12 contains 168723 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 166118 members 
Mstep: Class 16 contains 79819 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337344.000000 Penalty: 73281.218750
Iteration 287Q: 22 clusters Score -1.613373e+08 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72625 members 
Mstep: Class 3 contains 75246 members 
Mstep: Class 4 contains 124600 members 
Mstep: Class 5 contains 41202 members 
Mstep: Class 6 contains 77755 members 
Mstep: Class 7 contains 135023 members 
Mstep: Class 8 contains 144344 members 
Mstep: Class 9 contains 23866 members 
Mstep: Class 10 contains 9514 members 
Mstep: Class 11 contains 156241 members 
Mstep: Class 12 contains 168416 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 165911 members 
Mstep: Class 16 contains 79819 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8128 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337696.000000 Penalty: 73281.218750
Iteration 288Q: 22 clusters Score -1.613377e+08 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72493 members 
Mstep: Class 3 contains 75158 members 
Mstep: Class 4 contains 124348 members 
Mstep: Class 5 contains 41646 members 
Mstep: Class 6 contains 77206 members 
Mstep: Class 7 contains 136427 members 
Mstep: Class 8 contains 144301 members 
Mstep: Class 9 contains 23829 members 
Mstep: Class 10 contains 9505 members 
Mstep: Class 11 contains 156055 members 
Mstep: Class 12 contains 168140 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 165699 members 
Mstep: Class 16 contains 79817 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8066 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337968.000000 Penalty: 73281.218750
Iteration 289Q: 22 clusters Score -1.61338e+08 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72367 members 
Mstep: Class 3 contains 75070 members 
Mstep: Class 4 contains 124106 members 
Mstep: Class 5 contains 42055 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 137927 members 
Mstep: Class 8 contains 144256 members 
Mstep: Class 9 contains 23788 members 
Mstep: Class 10 contains 9502 members 
Mstep: Class 11 contains 155873 members 
Mstep: Class 12 contains 167779 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 165447 members 
Mstep: Class 16 contains 79819 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 8003 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338320.000000 Penalty: 73281.218750
Iteration 290Q: 22 clusters Score -1.613383e+08 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72208 members 
Mstep: Class 3 contains 74967 members 
Mstep: Class 4 contains 123841 members 
Mstep: Class 5 contains 42437 members 
Mstep: Class 6 contains 76233 members 
Mstep: Class 7 contains 139428 members 
Mstep: Class 8 contains 144201 members 
Mstep: Class 9 contains 23759 members 
Mstep: Class 10 contains 9497 members 
Mstep: Class 11 contains 155681 members 
Mstep: Class 12 contains 167497 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 165197 members 
Mstep: Class 16 contains 79814 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 7928 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338624.000000 Penalty: 73281.218750
Iteration 291Q: 22 clusters Score -1.613386e+08 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72028 members 
Mstep: Class 3 contains 74902 members 
Mstep: Class 4 contains 123545 members 
Mstep: Class 5 contains 42783 members 
Mstep: Class 6 contains 75819 members 
Mstep: Class 7 contains 141074 members 
Mstep: Class 8 contains 144156 members 
Mstep: Class 9 contains 23731 members 
Mstep: Class 10 contains 9488 members 
Mstep: Class 11 contains 155491 members 
Mstep: Class 12 contains 167096 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 164912 members 
Mstep: Class 16 contains 79807 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 7859 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338944.000000 Penalty: 73281.218750
Iteration 292Q: 22 clusters Score -1.613389e+08 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 71837 members 
Mstep: Class 3 contains 74807 members 
Mstep: Class 4 contains 123292 members 
Mstep: Class 5 contains 43131 members 
Mstep: Class 6 contains 75426 members 
Mstep: Class 7 contains 142830 members 
Mstep: Class 8 contains 144137 members 
Mstep: Class 9 contains 23695 members 
Mstep: Class 10 contains 9475 members 
Mstep: Class 11 contains 155279 members 
Mstep: Class 12 contains 166597 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 164574 members 
Mstep: Class 16 contains 79812 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 7798 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161339024.000000 Penalty: 73281.218750
Iteration 293Q: 22 clusters Score -1.61339e+08 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 71662 members 
Mstep: Class 3 contains 74713 members 
Mstep: Class 4 contains 123034 members 
Mstep: Class 5 contains 43461 members 
Mstep: Class 6 contains 75077 members 
Mstep: Class 7 contains 144598 members 
Mstep: Class 8 contains 144116 members 
Mstep: Class 9 contains 23664 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 155050 members 
Mstep: Class 12 contains 166120 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 164212 members 
Mstep: Class 16 contains 79796 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 7727 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161339200.000000 Penalty: 73281.218750
Iteration 294Q: 22 clusters Score -1.613392e+08 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 71486 members 
Mstep: Class 3 contains 74596 members 
Mstep: Class 4 contains 122763 members 
Mstep: Class 5 contains 43821 members 
Mstep: Class 6 contains 74722 members 
Mstep: Class 7 contains 146406 members 
Mstep: Class 8 contains 144098 members 
Mstep: Class 9 contains 23633 members 
Mstep: Class 10 contains 9461 members 
Mstep: Class 11 contains 154761 members 
Mstep: Class 12 contains 165680 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 163799 members 
Mstep: Class 16 contains 79802 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 7660 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161339488.000000 Penalty: 73281.218750
Iteration 295Q: 22 clusters Score -1.613395e+08 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 71312 members 
Mstep: Class 3 contains 74469 members 
Mstep: Class 4 contains 122435 members 
Mstep: Class 5 contains 44159 members 
Mstep: Class 6 contains 74419 members 
Mstep: Class 7 contains 148327 members 
Mstep: Class 8 contains 144057 members 
Mstep: Class 9 contains 23605 members 
Mstep: Class 10 contains 9447 members 
Mstep: Class 11 contains 154551 members 
Mstep: Class 12 contains 165195 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 163323 members 
Mstep: Class 16 contains 79789 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 7600 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161339888.000000 Penalty: 73281.218750
Iteration 296Q: 22 clusters Score -1.613399e+08 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 71093 members 
Mstep: Class 3 contains 74349 members 
Mstep: Class 4 contains 122090 members 
Mstep: Class 5 contains 44492 members 
Mstep: Class 6 contains 74151 members 
Mstep: Class 7 contains 150405 members 
Mstep: Class 8 contains 144004 members 
Mstep: Class 9 contains 23572 members 
Mstep: Class 10 contains 9439 members 
Mstep: Class 11 contains 154383 members 
Mstep: Class 12 contains 164503 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 162876 members 
Mstep: Class 16 contains 79783 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 7551 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340032.000000 Penalty: 73281.218750
Iteration 297Q: 22 clusters Score -1.6134e+08 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 70895 members 
Mstep: Class 3 contains 74222 members 
Mstep: Class 4 contains 121732 members 
Mstep: Class 5 contains 44806 members 
Mstep: Class 6 contains 73932 members 
Mstep: Class 7 contains 152594 members 
Mstep: Class 8 contains 143916 members 
Mstep: Class 9 contains 23553 members 
Mstep: Class 10 contains 9424 members 
Mstep: Class 11 contains 154198 members 
Mstep: Class 12 contains 163753 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 162380 members 
Mstep: Class 16 contains 79785 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 7501 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340512.000000 Penalty: 73281.218750
Iteration 298Q: 22 clusters Score -1.613405e+08 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 70667 members 
Mstep: Class 3 contains 74081 members 
Mstep: Class 4 contains 121334 members 
Mstep: Class 5 contains 45248 members 
Mstep: Class 6 contains 73705 members 
Mstep: Class 7 contains 154802 members 
Mstep: Class 8 contains 143803 members 
Mstep: Class 9 contains 23532 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 154091 members 
Mstep: Class 12 contains 162957 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 161825 members 
Mstep: Class 16 contains 79784 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 7456 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340864.000000 Penalty: 73281.218750
Iteration 299Q: 22 clusters Score -1.613409e+08 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 70447 members 
Mstep: Class 3 contains 73938 members 
Mstep: Class 4 contains 120920 members 
Mstep: Class 5 contains 45747 members 
Mstep: Class 6 contains 73497 members 
Mstep: Class 7 contains 156970 members 
Mstep: Class 8 contains 143697 members 
Mstep: Class 9 contains 23493 members 
Mstep: Class 10 contains 9392 members 
Mstep: Class 11 contains 153978 members 
Mstep: Class 12 contains 162175 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 161212 members 
Mstep: Class 16 contains 79804 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 7422 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341328.000000 Penalty: 73281.218750
Iteration 300F: 22 clusters Score -1.613413e+08 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 70213 members 
Mstep: Class 3 contains 73758 members 
Mstep: Class 4 contains 120484 members 
Mstep: Class 5 contains 46324 members 
Mstep: Class 6 contains 73302 members 
Mstep: Class 7 contains 159066 members 
Mstep: Class 8 contains 143587 members 
Mstep: Class 9 contains 23446 members 
Mstep: Class 10 contains 9382 members 
Mstep: Class 11 contains 153848 members 
Mstep: Class 12 contains 161536 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 160558 members 
Mstep: Class 16 contains 79792 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 7397 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341056.000000 Penalty: 73281.218750
Iteration 301Q: 22 clusters Score -1.613411e+08 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 69969 members 
Mstep: Class 3 contains 73530 members 
Mstep: Class 4 contains 120003 members 
Mstep: Class 5 contains 46990 members 
Mstep: Class 6 contains 73096 members 
Mstep: Class 7 contains 161033 members 
Mstep: Class 8 contains 143449 members 
Mstep: Class 9 contains 23430 members 
Mstep: Class 10 contains 9366 members 
Mstep: Class 11 contains 153749 members 
Mstep: Class 12 contains 161063 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 159853 members 
Mstep: Class 16 contains 79792 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 7370 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341520.000000 Penalty: 73281.218750
Iteration 302Q: 22 clusters Score -1.613415e+08 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 69667 members 
Mstep: Class 3 contains 73306 members 
Mstep: Class 4 contains 119493 members 
Mstep: Class 5 contains 47724 members 
Mstep: Class 6 contains 72913 members 
Mstep: Class 7 contains 162807 members 
Mstep: Class 8 contains 143325 members 
Mstep: Class 9 contains 23406 members 
Mstep: Class 10 contains 9363 members 
Mstep: Class 11 contains 153708 members 
Mstep: Class 12 contains 160666 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 159181 members 
Mstep: Class 16 contains 79792 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341888.000000 Penalty: 73281.218750
Iteration 303Q: 22 clusters Score -1.613419e+08 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 69315 members 
Mstep: Class 3 contains 73070 members 
Mstep: Class 4 contains 118984 members 
Mstep: Class 5 contains 48487 members 
Mstep: Class 6 contains 72772 members 
Mstep: Class 7 contains 164472 members 
Mstep: Class 8 contains 143240 members 
Mstep: Class 9 contains 23368 members 
Mstep: Class 10 contains 9355 members 
Mstep: Class 11 contains 153677 members 
Mstep: Class 12 contains 160275 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 158550 members 
Mstep: Class 16 contains 79808 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 7321 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341744.000000 Penalty: 73281.218750
Iteration 304Q: 22 clusters Score -1.613417e+08 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 68996 members 
Mstep: Class 3 contains 72833 members 
Mstep: Class 4 contains 118450 members 
Mstep: Class 5 contains 49267 members 
Mstep: Class 6 contains 72620 members 
Mstep: Class 7 contains 166061 members 
Mstep: Class 8 contains 143170 members 
Mstep: Class 9 contains 23349 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 153653 members 
Mstep: Class 12 contains 160024 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 157836 members 
Mstep: Class 16 contains 79788 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 7300 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341920.000000 Penalty: 73281.218750
Iteration 305Q: 22 clusters Score -1.613419e+08 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 68646 members 
Mstep: Class 3 contains 72638 members 
Mstep: Class 4 contains 117876 members 
Mstep: Class 5 contains 50042 members 
Mstep: Class 6 contains 72463 members 
Mstep: Class 7 contains 167553 members 
Mstep: Class 8 contains 143074 members 
Mstep: Class 9 contains 23354 members 
Mstep: Class 10 contains 9333 members 
Mstep: Class 11 contains 153698 members 
Mstep: Class 12 contains 159853 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 157118 members 
Mstep: Class 16 contains 79764 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 7283 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342672.000000 Penalty: 73281.218750
Iteration 306Q: 22 clusters Score -1.613427e+08 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 68288 members 
Mstep: Class 3 contains 72453 members 
Mstep: Class 4 contains 117289 members 
Mstep: Class 5 contains 50794 members 
Mstep: Class 6 contains 72302 members 
Mstep: Class 7 contains 168962 members 
Mstep: Class 8 contains 143007 members 
Mstep: Class 9 contains 23359 members 
Mstep: Class 10 contains 9325 members 
Mstep: Class 11 contains 153749 members 
Mstep: Class 12 contains 159716 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 156422 members 
Mstep: Class 16 contains 79763 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 7267 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342768.000000 Penalty: 73281.218750
Iteration 307Q: 22 clusters Score -1.613428e+08 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 67958 members 
Mstep: Class 3 contains 72276 members 
Mstep: Class 4 contains 116744 members 
Mstep: Class 5 contains 51555 members 
Mstep: Class 6 contains 72180 members 
Mstep: Class 7 contains 170273 members 
Mstep: Class 8 contains 142938 members 
Mstep: Class 9 contains 23334 members 
Mstep: Class 10 contains 9334 members 
Mstep: Class 11 contains 153825 members 
Mstep: Class 12 contains 159493 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 155784 members 
Mstep: Class 16 contains 79755 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 7248 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342896.000000 Penalty: 73281.218750
Iteration 308Q: 22 clusters Score -1.613429e+08 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 67618 members 
Mstep: Class 3 contains 72090 members 
Mstep: Class 4 contains 116181 members 
Mstep: Class 5 contains 52332 members 
Mstep: Class 6 contains 72094 members 
Mstep: Class 7 contains 171415 members 
Mstep: Class 8 contains 142897 members 
Mstep: Class 9 contains 23312 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 153850 members 
Mstep: Class 12 contains 159361 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 155218 members 
Mstep: Class 16 contains 79758 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 7224 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342720.000000 Penalty: 73281.218750
Iteration 309Q: 22 clusters Score -1.613427e+08 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 67281 members 
Mstep: Class 3 contains 71909 members 
Mstep: Class 4 contains 115646 members 
Mstep: Class 5 contains 53081 members 
Mstep: Class 6 contains 72002 members 
Mstep: Class 7 contains 172485 members 
Mstep: Class 8 contains 142829 members 
Mstep: Class 9 contains 23316 members 
Mstep: Class 10 contains 9356 members 
Mstep: Class 11 contains 153875 members 
Mstep: Class 12 contains 159286 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 154691 members 
Mstep: Class 16 contains 79728 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 7208 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342496.000000 Penalty: 73281.218750
Iteration 310Q: 22 clusters Score -1.613425e+08 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 66952 members 
Mstep: Class 3 contains 71665 members 
Mstep: Class 4 contains 115123 members 
Mstep: Class 5 contains 53794 members 
Mstep: Class 6 contains 71909 members 
Mstep: Class 7 contains 173374 members 
Mstep: Class 8 contains 142752 members 
Mstep: Class 9 contains 23302 members 
Mstep: Class 10 contains 9372 members 
Mstep: Class 11 contains 153887 members 
Mstep: Class 12 contains 159428 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 154228 members 
Mstep: Class 16 contains 79715 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 7191 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342656.000000 Penalty: 73281.218750
Iteration 311Q: 22 clusters Score -1.613427e+08 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 66638 members 
Mstep: Class 3 contains 71463 members 
Mstep: Class 4 contains 114644 members 
Mstep: Class 5 contains 54465 members 
Mstep: Class 6 contains 71847 members 
Mstep: Class 7 contains 174111 members 
Mstep: Class 8 contains 142710 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 10 contains 9380 members 
Mstep: Class 11 contains 153903 members 
Mstep: Class 12 contains 159556 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 153825 members 
Mstep: Class 16 contains 79698 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 7172 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342528.000000 Penalty: 73281.218750
Iteration 312Q: 22 clusters Score -1.613425e+08 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 66310 members 
Mstep: Class 3 contains 71237 members 
Mstep: Class 4 contains 114233 members 
Mstep: Class 5 contains 55122 members 
Mstep: Class 6 contains 71768 members 
Mstep: Class 7 contains 174754 members 
Mstep: Class 8 contains 142717 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 10 contains 9385 members 
Mstep: Class 11 contains 153921 members 
Mstep: Class 12 contains 159701 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 153439 members 
Mstep: Class 16 contains 79670 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 7155 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342768.000000 Penalty: 73281.218750
Iteration 313Q: 22 clusters Score -1.613428e+08 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 65986 members 
Mstep: Class 3 contains 71057 members 
Mstep: Class 4 contains 113874 members 
Mstep: Class 5 contains 55749 members 
Mstep: Class 6 contains 71674 members 
Mstep: Class 7 contains 175287 members 
Mstep: Class 8 contains 142714 members 
Mstep: Class 9 contains 23275 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 153926 members 
Mstep: Class 12 contains 159855 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 153107 members 
Mstep: Class 16 contains 79652 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 7141 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342528.000000 Penalty: 73281.218750
Iteration 314Q: 22 clusters Score -1.613425e+08 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 65687 members 
Mstep: Class 3 contains 70873 members 
Mstep: Class 4 contains 113552 members 
Mstep: Class 5 contains 56304 members 
Mstep: Class 6 contains 71614 members 
Mstep: Class 7 contains 175702 members 
Mstep: Class 8 contains 142725 members 
Mstep: Class 9 contains 23268 members 
Mstep: Class 10 contains 9414 members 
Mstep: Class 11 contains 153933 members 
Mstep: Class 12 contains 160048 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 152800 members 
Mstep: Class 16 contains 79650 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 7124 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342992.000000 Penalty: 73281.218750
Iteration 315Q: 22 clusters Score -1.61343e+08 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 65411 members 
Mstep: Class 3 contains 70684 members 
Mstep: Class 4 contains 113278 members 
Mstep: Class 5 contains 56843 members 
Mstep: Class 6 contains 71544 members 
Mstep: Class 7 contains 175971 members 
Mstep: Class 8 contains 142774 members 
Mstep: Class 9 contains 23271 members 
Mstep: Class 10 contains 9417 members 
Mstep: Class 11 contains 153979 members 
Mstep: Class 12 contains 160256 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 15 contains 152504 members 
Mstep: Class 16 contains 79645 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 7114 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343056.000000 Penalty: 73281.218750
Iteration 316Q: 22 clusters Score -1.613431e+08 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 65156 members 
Mstep: Class 3 contains 70487 members 
Mstep: Class 4 contains 112967 members 
Mstep: Class 5 contains 57359 members 
Mstep: Class 6 contains 71475 members 
Mstep: Class 7 contains 176194 members 
Mstep: Class 8 contains 142860 members 
Mstep: Class 9 contains 23258 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 154086 members 
Mstep: Class 12 contains 160440 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 15 contains 152247 members 
Mstep: Class 16 contains 79639 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 7102 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342704.000000 Penalty: 73281.218750
Iteration 317Q: 22 clusters Score -1.613427e+08 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 64932 members 
Mstep: Class 3 contains 70328 members 
Mstep: Class 4 contains 112733 members 
Mstep: Class 5 contains 57829 members 
Mstep: Class 6 contains 71412 members 
Mstep: Class 7 contains 176284 members 
Mstep: Class 8 contains 142913 members 
Mstep: Class 9 contains 23239 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 154225 members 
Mstep: Class 12 contains 160552 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 15 contains 152092 members 
Mstep: Class 16 contains 79640 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 7091 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342576.000000 Penalty: 73281.218750
Iteration 318Q: 22 clusters Score -1.613426e+08 nChanged 3854
Entering ConstructFrom: 
Score: -161342576.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -69546.132812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -69546.13 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 316 members 
Entering Unmasked Estep 
Score: -68036.023438 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -68036.02 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -68579.101562 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -68579.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68947.335938 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -68947.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -69091.906250 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -69091.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -69174.953125 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -69174.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -69231.664062 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -69231.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -69274.515625 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -69274.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -69318.351562 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -69318.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -69397.132812 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -69397.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -69487.218750 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -69487.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -69525.757812 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -69525.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -69546.265625 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -69546.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -69571.828125 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -69571.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -69595.460938 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -69595.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -69658.796875 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -69658.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -69743.210938 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -69743.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -69863.757812 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -69863.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -69991.734375 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -69991.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -70103.921875 Penalty: 3220.151123
	Iteration 18Q: 3 clusters Score -70103.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -70207.125000 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -70207.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -70289.703125 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -70289.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -70440.289062 Penalty: 3220.151123
	Iteration 21Q: 3 clusters Score -70440.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70664.843750 Penalty: 3220.151123
	Iteration 22Q: 3 clusters Score -70664.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70664.843750 Penalty: 3220.151123
	Iteration 23F: 3 clusters Score -70664.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 64741 members 
Mstep: Class 3 contains 70167 members 
Mstep: Class 4 contains 112529 members 
Mstep: Class 5 contains 58256 members 
Mstep: Class 6 contains 71382 members 
Mstep: Class 7 contains 176262 members 
Mstep: Class 8 contains 142985 members 
Mstep: Class 9 contains 23215 members 
Mstep: Class 10 contains 9413 members 
Mstep: Class 11 contains 154358 members 
Mstep: Class 12 contains 160675 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 15 contains 152002 members 
Mstep: Class 16 contains 79630 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Mstep: Class 22 contains 462 members 
Entering Unmasked Estep 
Score: -161341888.000000 Penalty: 76770.804688
Splitting cluster 1 changes total score from -161342576.000000 to -161341888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (64741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Entering Unmasked Estep 
Score: -8262645.500000 Penalty: 2747.381104
	Iteration 0F: 2 clusters Score -8262646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -8218987.000000 Penalty: 5494.762207
	Iteration 0F: 3 clusters Score -8218987 nChanged 30237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -8235791.500000 Penalty: 5494.762207
	Iteration 1F: 3 clusters Score -8235792 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -8236476.500000 Penalty: 5494.762207
	Iteration 2Q: 3 clusters Score -8236476 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -8237105.000000 Penalty: 5494.762207
	Iteration 3Q: 3 clusters Score -8237105 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -8237743.000000 Penalty: 5494.762207
	Iteration 4Q: 3 clusters Score -8237743 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -8238593.500000 Penalty: 5494.762207
	Iteration 5Q: 3 clusters Score -8238594 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -8239631.500000 Penalty: 5494.762207
	Iteration 6Q: 3 clusters Score -8239632 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -8240999.000000 Penalty: 5494.762207
	Iteration 7Q: 3 clusters Score -8240999 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -8242787.000000 Penalty: 5494.762207
	Iteration 8Q: 3 clusters Score -8242787 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -8245085.500000 Penalty: 5494.762207
	Iteration 9F: 3 clusters Score -8245086 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -8248008.000000 Penalty: 5494.762207
	Iteration 10F: 3 clusters Score -8248008 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -8251207.500000 Penalty: 5494.762207
	Iteration 11F: 3 clusters Score -8251208 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -8254127.000000 Penalty: 5494.762207
	Iteration 12Q: 3 clusters Score -8254127 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -8256120.000000 Penalty: 5494.762207
	Iteration 13Q: 3 clusters Score -8256120 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -8257067.500000 Penalty: 5494.762207
	Iteration 14Q: 3 clusters Score -8257068 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -8257615.000000 Penalty: 5494.762207
	Iteration 15Q: 3 clusters Score -8257615 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -8257957.500000 Penalty: 5494.762207
	Iteration 16Q: 3 clusters Score -8257958 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -8258244.000000 Penalty: 5494.762207
	Iteration 17Q: 3 clusters Score -8258244 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58414 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -8258458.500000 Penalty: 5494.762207
	Iteration 18Q: 3 clusters Score -8258458 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -8258647.000000 Penalty: 5494.762207
	Iteration 19Q: 3 clusters Score -8258647 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -8258836.500000 Penalty: 5494.762207
	Iteration 20F: 3 clusters Score -8258836 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -8258965.000000 Penalty: 5494.762207
	Iteration 21Q: 3 clusters Score -8258965 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -8259098.000000 Penalty: 5494.762207
	Iteration 22Q: 3 clusters Score -8259098 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60570 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -8259174.000000 Penalty: 5494.762207
	Iteration 23Q: 3 clusters Score -8259174 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -8259296.500000 Penalty: 5494.762207
	Iteration 24Q: 3 clusters Score -8259296 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8259400.500000 Penalty: 5494.762207
	Iteration 25Q: 3 clusters Score -8259400 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -8259525.500000 Penalty: 5494.762207
	Iteration 26Q: 3 clusters Score -8259526 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -8259614.000000 Penalty: 5494.762207
	Iteration 27Q: 3 clusters Score -8259614 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -8259696.500000 Penalty: 5494.762207
	Iteration 28Q: 3 clusters Score -8259696 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62074 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -8259766.000000 Penalty: 5494.762207
	Iteration 29Q: 3 clusters Score -8259766 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -8259817.000000 Penalty: 5494.762207
	Iteration 30Q: 3 clusters Score -8259817 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8259885.000000 Penalty: 5494.762207
	Iteration 31Q: 3 clusters Score -8259885 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8259923.000000 Penalty: 5494.762207
	Iteration 32Q: 3 clusters Score -8259923 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8259946.000000 Penalty: 5494.762207
	Iteration 33Q: 3 clusters Score -8259946 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -8259985.000000 Penalty: 5494.762207
	Iteration 34Q: 3 clusters Score -8259985 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8260024.500000 Penalty: 5494.762207
	Iteration 35Q: 3 clusters Score -8260024 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -8260042.000000 Penalty: 5494.762207
	Iteration 36Q: 3 clusters Score -8260042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8260056.000000 Penalty: 5494.762207
	Iteration 37Q: 3 clusters Score -8260056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8260094.500000 Penalty: 5494.762207
	Iteration 38Q: 3 clusters Score -8260094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8260127.000000 Penalty: 5494.762207
	Iteration 39Q: 3 clusters Score -8260127 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8260157.500000 Penalty: 5494.762207
	Iteration 40F: 3 clusters Score -8260158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8260148.500000 Penalty: 5494.762207
	Iteration 41Q: 3 clusters Score -8260148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -8260140.000000 Penalty: 5494.762207
	Iteration 42Q: 3 clusters Score -8260140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8260154.500000 Penalty: 5494.762207
	Iteration 43Q: 3 clusters Score -8260154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63262 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8260182.500000 Penalty: 5494.762207
	Iteration 44Q: 3 clusters Score -8260182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8260187.000000 Penalty: 5494.762207
	Iteration 45Q: 3 clusters Score -8260187 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8260203.500000 Penalty: 5494.762207
	Iteration 46Q: 3 clusters Score -8260204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8260214.000000 Penalty: 5494.762207
	Iteration 47Q: 3 clusters Score -8260214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8260221.000000 Penalty: 5494.762207
	Iteration 48Q: 3 clusters Score -8260221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8260232.000000 Penalty: 5494.762207
	Iteration 49Q: 3 clusters Score -8260232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8260253.000000 Penalty: 5494.762207
	Iteration 50Q: 3 clusters Score -8260253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8260259.500000 Penalty: 5494.762207
	Iteration 51Q: 3 clusters Score -8260260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8260262.500000 Penalty: 5494.762207
	Iteration 52Q: 3 clusters Score -8260262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8260271.000000 Penalty: 5494.762207
	Iteration 53Q: 3 clusters Score -8260271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8260288.500000 Penalty: 5494.762207
	Iteration 54Q: 3 clusters Score -8260288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8260296.000000 Penalty: 5494.762207
	Iteration 55Q: 3 clusters Score -8260296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8260299.000000 Penalty: 5494.762207
	Iteration 56Q: 3 clusters Score -8260299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8260309.500000 Penalty: 5494.762207
	Iteration 57Q: 3 clusters Score -8260310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8260324.000000 Penalty: 5494.762207
	Iteration 58Q: 3 clusters Score -8260324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8260325.500000 Penalty: 5494.762207
	Iteration 59Q: 3 clusters Score -8260326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8260335.500000 Penalty: 5494.762207
	Iteration 60F: 3 clusters Score -8260336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8260339.000000 Penalty: 5494.762207
	Iteration 61Q: 3 clusters Score -8260339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63623 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8260343.500000 Penalty: 5494.762207
	Iteration 62Q: 3 clusters Score -8260344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8260344.000000 Penalty: 5494.762207
	Iteration 63Q: 3 clusters Score -8260344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8260346.500000 Penalty: 5494.762207
	Iteration 64Q: 3 clusters Score -8260346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8260354.500000 Penalty: 5494.762207
	Iteration 65Q: 3 clusters Score -8260354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8260355.500000 Penalty: 5494.762207
	Iteration 66Q: 3 clusters Score -8260356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8260356.000000 Penalty: 5494.762207
	Iteration 67Q: 3 clusters Score -8260356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8260372.500000 Penalty: 5494.762207
	Iteration 68Q: 3 clusters Score -8260372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8260382.000000 Penalty: 5494.762207
	Iteration 69Q: 3 clusters Score -8260382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8260379.500000 Penalty: 5494.762207
	Iteration 70Q: 3 clusters Score -8260380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63709 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8260383.500000 Penalty: 5494.762207
	Iteration 71Q: 3 clusters Score -8260384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63711 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8260385.500000 Penalty: 5494.762207
	Iteration 72Q: 3 clusters Score -8260386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8260390.000000 Penalty: 5494.762207
	Iteration 73Q: 3 clusters Score -8260390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8260388.000000 Penalty: 5494.762207
	Iteration 74Q: 3 clusters Score -8260388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8260388.000000 Penalty: 5494.762207
	Iteration 75F: 3 clusters Score -8260388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (70167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70167 members 
Entering Unmasked Estep 
Score: -9022301.000000 Penalty: 2767.341064
	Iteration 0F: 2 clusters Score -9022301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -8975326.000000 Penalty: 5534.682129
	Iteration 0F: 3 clusters Score -8975326 nChanged 32873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -8993879.000000 Penalty: 5534.682129
	Iteration 1F: 3 clusters Score -8993879 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -8994780.000000 Penalty: 5534.682129
	Iteration 2Q: 3 clusters Score -8994780 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -8995995.000000 Penalty: 5534.682129
	Iteration 3Q: 3 clusters Score -8995995 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -8997640.000000 Penalty: 5534.682129
	Iteration 4F: 3 clusters Score -8997640 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -9000034.000000 Penalty: 5534.682129
	Iteration 5F: 3 clusters Score -9000034 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -9003331.000000 Penalty: 5534.682129
	Iteration 6F: 3 clusters Score -9003331 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -9007302.000000 Penalty: 5534.682129
	Iteration 7F: 3 clusters Score -9007302 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -9011487.000000 Penalty: 5534.682129
	Iteration 8F: 3 clusters Score -9011487 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -9014535.000000 Penalty: 5534.682129
	Iteration 9Q: 3 clusters Score -9014535 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -9016106.000000 Penalty: 5534.682129
	Iteration 10Q: 3 clusters Score -9016106 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -9016754.000000 Penalty: 5534.682129
	Iteration 11Q: 3 clusters Score -9016754 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
Score: -9017166.000000 Penalty: 5534.682129
	Iteration 12Q: 3 clusters Score -9017166 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -9017483.000000 Penalty: 5534.682129
	Iteration 13Q: 3 clusters Score -9017483 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -9017812.000000 Penalty: 5534.682129
	Iteration 14Q: 3 clusters Score -9017812 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -9018111.000000 Penalty: 5534.682129
	Iteration 15Q: 3 clusters Score -9018111 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -9018383.000000 Penalty: 5534.682129
	Iteration 16Q: 3 clusters Score -9018383 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -9018598.000000 Penalty: 5534.682129
	Iteration 17Q: 3 clusters Score -9018598 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 62923 members 
Entering Unmasked Estep 
Score: -9018781.000000 Penalty: 5534.682129
	Iteration 18Q: 3 clusters Score -9018781 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -9018968.000000 Penalty: 5534.682129
	Iteration 19Q: 3 clusters Score -9018968 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -9019114.000000 Penalty: 5534.682129
	Iteration 20F: 3 clusters Score -9019114 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 64352 members 
Entering Unmasked Estep 
Score: -9019247.000000 Penalty: 5534.682129
	Iteration 21Q: 3 clusters Score -9019247 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 64742 members 
Entering Unmasked Estep 
Score: -9019427.000000 Penalty: 5534.682129
	Iteration 22Q: 3 clusters Score -9019427 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -9019535.000000 Penalty: 5534.682129
	Iteration 23Q: 3 clusters Score -9019535 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -9019656.000000 Penalty: 5534.682129
	Iteration 24Q: 3 clusters Score -9019656 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -9019711.000000 Penalty: 5534.682129
	Iteration 25Q: 3 clusters Score -9019711 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -9019816.000000 Penalty: 5534.682129
	Iteration 26Q: 3 clusters Score -9019816 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -9019953.000000 Penalty: 5534.682129
	Iteration 27Q: 3 clusters Score -9019953 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -9020043.000000 Penalty: 5534.682129
	Iteration 28Q: 3 clusters Score -9020043 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -9020129.000000 Penalty: 5534.682129
	Iteration 29Q: 3 clusters Score -9020129 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -9020235.000000 Penalty: 5534.682129
	Iteration 30Q: 3 clusters Score -9020235 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -9020294.000000 Penalty: 5534.682129
	Iteration 31Q: 3 clusters Score -9020294 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 67625 members 
Entering Unmasked Estep 
Score: -9020360.000000 Penalty: 5534.682129
	Iteration 32Q: 3 clusters Score -9020360 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 67779 members 
Entering Unmasked Estep 
Score: -9020396.000000 Penalty: 5534.682129
	Iteration 33Q: 3 clusters Score -9020396 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 67880 members 
Entering Unmasked Estep 
Score: -9020437.000000 Penalty: 5534.682129
	Iteration 34Q: 3 clusters Score -9020437 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -9020491.000000 Penalty: 5534.682129
	Iteration 35Q: 3 clusters Score -9020491 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 68040 members 
Entering Unmasked Estep 
Score: -9020514.000000 Penalty: 5534.682129
	Iteration 36Q: 3 clusters Score -9020514 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -9020551.000000 Penalty: 5534.682129
	Iteration 37Q: 3 clusters Score -9020551 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -9020544.000000 Penalty: 5534.682129
	Iteration 38Q: 3 clusters Score -9020544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 68227 members 
Entering Unmasked Estep 
Score: -9020552.000000 Penalty: 5534.682129
	Iteration 39Q: 3 clusters Score -9020552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -9020577.000000 Penalty: 5534.682129
	Iteration 40F: 3 clusters Score -9020577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -9020570.000000 Penalty: 5534.682129
	Iteration 41Q: 3 clusters Score -9020570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 68334 members 
Entering Unmasked Estep 
Score: -9020583.000000 Penalty: 5534.682129
	Iteration 42Q: 3 clusters Score -9020583 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -9020584.000000 Penalty: 5534.682129
	Iteration 43Q: 3 clusters Score -9020584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -9020598.000000 Penalty: 5534.682129
	Iteration 44Q: 3 clusters Score -9020598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 68410 members 
Entering Unmasked Estep 
Score: -9020616.000000 Penalty: 5534.682129
	Iteration 45Q: 3 clusters Score -9020616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 68426 members 
Entering Unmasked Estep 
Score: -9020619.000000 Penalty: 5534.682129
	Iteration 46Q: 3 clusters Score -9020619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 68438 members 
Entering Unmasked Estep 
Score: -9020634.000000 Penalty: 5534.682129
	Iteration 47Q: 3 clusters Score -9020634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 68453 members 
Entering Unmasked Estep 
Score: -9020615.000000 Penalty: 5534.682129
	Iteration 48Q: 3 clusters Score -9020615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 68463 members 
Entering Unmasked Estep 
Score: -9020612.000000 Penalty: 5534.682129
	Iteration 49Q: 3 clusters Score -9020612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -9020622.000000 Penalty: 5534.682129
	Iteration 50Q: 3 clusters Score -9020622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 68496 members 
Entering Unmasked Estep 
Score: -9020625.000000 Penalty: 5534.682129
	Iteration 51Q: 3 clusters Score -9020625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 68509 members 
Entering Unmasked Estep 
Score: -9020630.000000 Penalty: 5534.682129
	Iteration 52Q: 3 clusters Score -9020630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -9020630.000000 Penalty: 5534.682129
	Iteration 53Q: 3 clusters Score -9020630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 68547 members 
Entering Unmasked Estep 
Score: -9020654.000000 Penalty: 5534.682129
	Iteration 54Q: 3 clusters Score -9020654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -9020660.000000 Penalty: 5534.682129
	Iteration 55Q: 3 clusters Score -9020660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
Score: -9020660.000000 Penalty: 5534.682129
	Iteration 56Q: 3 clusters Score -9020660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 68574 members 
Entering Unmasked Estep 
Score: -9020663.000000 Penalty: 5534.682129
	Iteration 57Q: 3 clusters Score -9020663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -9020670.000000 Penalty: 5534.682129
	Iteration 58Q: 3 clusters Score -9020670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 68580 members 
Entering Unmasked Estep 
Score: -9020668.000000 Penalty: 5534.682129
	Iteration 59Q: 3 clusters Score -9020668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 68582 members 
Entering Unmasked Estep 
Score: -9020671.000000 Penalty: 5534.682129
	Iteration 60F: 3 clusters Score -9020671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -9020671.000000 Penalty: 5534.682129
	Iteration 61Q: 3 clusters Score -9020671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -9020675.000000 Penalty: 5534.682129
	Iteration 62Q: 3 clusters Score -9020675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -9020675.000000 Penalty: 5534.682129
	Iteration 63F: 3 clusters Score -9020675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (112529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112529 members 
Entering Unmasked Estep 
Score: -14413159.000000 Penalty: 2884.479492
	Iteration 0F: 2 clusters Score -1.441316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -14338680.000000 Penalty: 5768.958984
	Iteration 0F: 3 clusters Score -1.433868e+07 nChanged 53449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -14369157.000000 Penalty: 5768.958984
	Iteration 1F: 3 clusters Score -1.436916e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -14370149.000000 Penalty: 5768.958984
	Iteration 2Q: 3 clusters Score -1.437015e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -14371358.000000 Penalty: 5768.958984
	Iteration 3Q: 3 clusters Score -1.437136e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -14372861.000000 Penalty: 5768.958984
	Iteration 4Q: 3 clusters Score -1.437286e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -14375089.000000 Penalty: 5768.958984
	Iteration 5Q: 3 clusters Score -1.437509e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -14378429.000000 Penalty: 5768.958984
	Iteration 6F: 3 clusters Score -1.437843e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 70324 members 
Entering Unmasked Estep 
Score: -14383534.000000 Penalty: 5768.958984
	Iteration 7F: 3 clusters Score -1.438353e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -14390055.000000 Penalty: 5768.958984
	Iteration 8F: 3 clusters Score -1.439006e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -14396179.000000 Penalty: 5768.958984
	Iteration 9F: 3 clusters Score -1.439618e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 79140 members 
Entering Unmasked Estep 
Score: -14399915.000000 Penalty: 5768.958984
	Iteration 10F: 3 clusters Score -1.439992e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -14401691.000000 Penalty: 5768.958984
	Iteration 11Q: 3 clusters Score -1.440169e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -14402826.000000 Penalty: 5768.958984
	Iteration 12Q: 3 clusters Score -1.440283e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
Score: -14403935.000000 Penalty: 5768.958984
	Iteration 13Q: 3 clusters Score -1.440394e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 83841 members 
Entering Unmasked Estep 
Score: -14405024.000000 Penalty: 5768.958984
	Iteration 14Q: 3 clusters Score -1.440502e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -14406013.000000 Penalty: 5768.958984
	Iteration 15Q: 3 clusters Score -1.440601e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -14406975.000000 Penalty: 5768.958984
	Iteration 16Q: 3 clusters Score -1.440698e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 87014 members 
Entering Unmasked Estep 
Score: -14407567.000000 Penalty: 5768.958984
	Iteration 17Q: 3 clusters Score -1.440757e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -14407952.000000 Penalty: 5768.958984
	Iteration 18Q: 3 clusters Score -1.440795e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -14408233.000000 Penalty: 5768.958984
	Iteration 19Q: 3 clusters Score -1.440823e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -14408421.000000 Penalty: 5768.958984
	Iteration 20F: 3 clusters Score -1.440842e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 90036 members 
Entering Unmasked Estep 
Score: -14408516.000000 Penalty: 5768.958984
	Iteration 21Q: 3 clusters Score -1.440852e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 90583 members 
Entering Unmasked Estep 
Score: -14408583.000000 Penalty: 5768.958984
	Iteration 22Q: 3 clusters Score -1.440858e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -14408676.000000 Penalty: 5768.958984
	Iteration 23Q: 3 clusters Score -1.440868e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 91459 members 
Entering Unmasked Estep 
Score: -14408768.000000 Penalty: 5768.958984
	Iteration 24Q: 3 clusters Score -1.440877e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 91844 members 
Entering Unmasked Estep 
Score: -14408805.000000 Penalty: 5768.958984
	Iteration 25Q: 3 clusters Score -1.44088e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 92212 members 
Entering Unmasked Estep 
Score: -14408864.000000 Penalty: 5768.958984
	Iteration 26Q: 3 clusters Score -1.440886e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 92545 members 
Entering Unmasked Estep 
Score: -14408937.000000 Penalty: 5768.958984
	Iteration 27Q: 3 clusters Score -1.440894e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 92842 members 
Entering Unmasked Estep 
Score: -14408981.000000 Penalty: 5768.958984
	Iteration 28Q: 3 clusters Score -1.440898e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -14409014.000000 Penalty: 5768.958984
	Iteration 29Q: 3 clusters Score -1.440901e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 93373 members 
Entering Unmasked Estep 
Score: -14409017.000000 Penalty: 5768.958984
	Iteration 30Q: 3 clusters Score -1.440902e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 93643 members 
Entering Unmasked Estep 
Score: -14409028.000000 Penalty: 5768.958984
	Iteration 31Q: 3 clusters Score -1.440903e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 93911 members 
Entering Unmasked Estep 
Score: -14409052.000000 Penalty: 5768.958984
	Iteration 32Q: 3 clusters Score -1.440905e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 94159 members 
Entering Unmasked Estep 
Score: -14409081.000000 Penalty: 5768.958984
	Iteration 33Q: 3 clusters Score -1.440908e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 94375 members 
Entering Unmasked Estep 
Score: -14409078.000000 Penalty: 5768.958984
	Iteration 34Q: 3 clusters Score -1.440908e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 94577 members 
Entering Unmasked Estep 
Score: -14409106.000000 Penalty: 5768.958984
	Iteration 35Q: 3 clusters Score -1.440911e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 94731 members 
Entering Unmasked Estep 
Score: -14409098.000000 Penalty: 5768.958984
	Iteration 36Q: 3 clusters Score -1.44091e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 94878 members 
Entering Unmasked Estep 
Score: -14409105.000000 Penalty: 5768.958984
	Iteration 37Q: 3 clusters Score -1.44091e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 95024 members 
Entering Unmasked Estep 
Score: -14409096.000000 Penalty: 5768.958984
	Iteration 38Q: 3 clusters Score -1.44091e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 95175 members 
Entering Unmasked Estep 
Score: -14409089.000000 Penalty: 5768.958984
	Iteration 39Q: 3 clusters Score -1.440909e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -14409134.000000 Penalty: 5768.958984
	Iteration 40F: 3 clusters Score -1.440913e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -14409125.000000 Penalty: 5768.958984
	Iteration 41Q: 3 clusters Score -1.440912e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 95576 members 
Entering Unmasked Estep 
Score: -14409151.000000 Penalty: 5768.958984
	Iteration 42Q: 3 clusters Score -1.440915e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 95700 members 
Entering Unmasked Estep 
Score: -14409127.000000 Penalty: 5768.958984
	Iteration 43Q: 3 clusters Score -1.440913e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 95823 members 
Entering Unmasked Estep 
Score: -14409166.000000 Penalty: 5768.958984
	Iteration 44Q: 3 clusters Score -1.440917e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 95938 members 
Entering Unmasked Estep 
Score: -14409191.000000 Penalty: 5768.958984
	Iteration 45Q: 3 clusters Score -1.440919e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 96049 members 
Entering Unmasked Estep 
Score: -14409214.000000 Penalty: 5768.958984
	Iteration 46Q: 3 clusters Score -1.440921e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 96160 members 
Entering Unmasked Estep 
Score: -14409178.000000 Penalty: 5768.958984
	Iteration 47Q: 3 clusters Score -1.440918e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 96257 members 
Entering Unmasked Estep 
Score: -14409182.000000 Penalty: 5768.958984
	Iteration 48Q: 3 clusters Score -1.440918e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 96357 members 
Entering Unmasked Estep 
Score: -14409159.000000 Penalty: 5768.958984
	Iteration 49Q: 3 clusters Score -1.440916e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 96453 members 
Entering Unmasked Estep 
Score: -14409169.000000 Penalty: 5768.958984
	Iteration 50Q: 3 clusters Score -1.440917e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 96544 members 
Entering Unmasked Estep 
Score: -14409202.000000 Penalty: 5768.958984
	Iteration 51Q: 3 clusters Score -1.44092e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 96622 members 
Entering Unmasked Estep 
Score: -14409217.000000 Penalty: 5768.958984
	Iteration 52Q: 3 clusters Score -1.440922e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 96691 members 
Entering Unmasked Estep 
Score: -14409232.000000 Penalty: 5768.958984
	Iteration 53Q: 3 clusters Score -1.440923e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 96767 members 
Entering Unmasked Estep 
Score: -14409246.000000 Penalty: 5768.958984
	Iteration 54Q: 3 clusters Score -1.440925e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 96841 members 
Entering Unmasked Estep 
Score: -14409253.000000 Penalty: 5768.958984
	Iteration 55Q: 3 clusters Score -1.440925e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 96915 members 
Entering Unmasked Estep 
Score: -14409274.000000 Penalty: 5768.958984
	Iteration 56Q: 3 clusters Score -1.440927e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 96980 members 
Entering Unmasked Estep 
Score: -14409279.000000 Penalty: 5768.958984
	Iteration 57Q: 3 clusters Score -1.440928e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -14409294.000000 Penalty: 5768.958984
	Iteration 58Q: 3 clusters Score -1.440929e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 97132 members 
Entering Unmasked Estep 
Score: -14409283.000000 Penalty: 5768.958984
	Iteration 59Q: 3 clusters Score -1.440928e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 97223 members 
Entering Unmasked Estep 
Score: -14409304.000000 Penalty: 5768.958984
	Iteration 60F: 3 clusters Score -1.44093e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 97310 members 
Entering Unmasked Estep 
Score: -14409290.000000 Penalty: 5768.958984
	Iteration 61Q: 3 clusters Score -1.440929e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 97382 members 
Entering Unmasked Estep 
Score: -14409311.000000 Penalty: 5768.958984
	Iteration 62Q: 3 clusters Score -1.440931e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
Score: -14409292.000000 Penalty: 5768.958984
	Iteration 63Q: 3 clusters Score -1.440929e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 97534 members 
Entering Unmasked Estep 
Score: -14409318.000000 Penalty: 5768.958984
	Iteration 64Q: 3 clusters Score -1.440932e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 97604 members 
Entering Unmasked Estep 
Score: -14409315.000000 Penalty: 5768.958984
	Iteration 65Q: 3 clusters Score -1.440932e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -14409310.000000 Penalty: 5768.958984
	Iteration 66Q: 3 clusters Score -1.440931e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 97736 members 
Entering Unmasked Estep 
Score: -14409315.000000 Penalty: 5768.958984
	Iteration 67Q: 3 clusters Score -1.440932e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
Score: -14409320.000000 Penalty: 5768.958984
	Iteration 68Q: 3 clusters Score -1.440932e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 97851 members 
Entering Unmasked Estep 
Score: -14409318.000000 Penalty: 5768.958984
	Iteration 69Q: 3 clusters Score -1.440932e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 97915 members 
Entering Unmasked Estep 
Score: -14409333.000000 Penalty: 5768.958984
	Iteration 70Q: 3 clusters Score -1.440933e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 97973 members 
Entering Unmasked Estep 
Score: -14409333.000000 Penalty: 5768.958984
	Iteration 71Q: 3 clusters Score -1.440933e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 98035 members 
Entering Unmasked Estep 
Score: -14409332.000000 Penalty: 5768.958984
	Iteration 72Q: 3 clusters Score -1.440933e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 98100 members 
Entering Unmasked Estep 
Score: -14409370.000000 Penalty: 5768.958984
	Iteration 73Q: 3 clusters Score -1.440937e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 98157 members 
Entering Unmasked Estep 
Score: -14409364.000000 Penalty: 5768.958984
	Iteration 74Q: 3 clusters Score -1.440936e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 98204 members 
Entering Unmasked Estep 
Score: -14409352.000000 Penalty: 5768.958984
	Iteration 75Q: 3 clusters Score -1.440935e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 98250 members 
Entering Unmasked Estep 
Score: -14409355.000000 Penalty: 5768.958984
	Iteration 76Q: 3 clusters Score -1.440936e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 98290 members 
Entering Unmasked Estep 
Score: -14409362.000000 Penalty: 5768.958984
	Iteration 77Q: 3 clusters Score -1.440936e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 98335 members 
Entering Unmasked Estep 
Score: -14409351.000000 Penalty: 5768.958984
	Iteration 78Q: 3 clusters Score -1.440935e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 98380 members 
Entering Unmasked Estep 
Score: -14409346.000000 Penalty: 5768.958984
	Iteration 79Q: 3 clusters Score -1.440935e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 98414 members 
Entering Unmasked Estep 
Score: -14409356.000000 Penalty: 5768.958984
	Iteration 80F: 3 clusters Score -1.440936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 98447 members 
Entering Unmasked Estep 
Score: -14409354.000000 Penalty: 5768.958984
	Iteration 81Q: 3 clusters Score -1.440935e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 98491 members 
Entering Unmasked Estep 
Score: -14409361.000000 Penalty: 5768.958984
	Iteration 82Q: 3 clusters Score -1.440936e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 98535 members 
Entering Unmasked Estep 
Score: -14409373.000000 Penalty: 5768.958984
	Iteration 83Q: 3 clusters Score -1.440937e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 98576 members 
Entering Unmasked Estep 
Score: -14409367.000000 Penalty: 5768.958984
	Iteration 84Q: 3 clusters Score -1.440937e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 98605 members 
Entering Unmasked Estep 
Score: -14409368.000000 Penalty: 5768.958984
	Iteration 85Q: 3 clusters Score -1.440937e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -14409368.000000 Penalty: 5768.958984
	Iteration 86Q: 3 clusters Score -1.440937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 98681 members 
Entering Unmasked Estep 
Score: -14409368.000000 Penalty: 5768.958984
	Iteration 87Q: 3 clusters Score -1.440937e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 98722 members 
Entering Unmasked Estep 
Score: -14409369.000000 Penalty: 5768.958984
	Iteration 88Q: 3 clusters Score -1.440937e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 98769 members 
Entering Unmasked Estep 
Score: -14409378.000000 Penalty: 5768.958984
	Iteration 89Q: 3 clusters Score -1.440938e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 98816 members 
Entering Unmasked Estep 
Score: -14409352.000000 Penalty: 5768.958984
	Iteration 90Q: 3 clusters Score -1.440935e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -14409348.000000 Penalty: 5768.958984
	Iteration 91Q: 3 clusters Score -1.440935e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 98907 members 
Entering Unmasked Estep 
Score: -14409359.000000 Penalty: 5768.958984
	Iteration 92Q: 3 clusters Score -1.440936e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 98952 members 
Entering Unmasked Estep 
Score: -14409356.000000 Penalty: 5768.958984
	Iteration 93Q: 3 clusters Score -1.440936e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 98993 members 
Entering Unmasked Estep 
Score: -14409369.000000 Penalty: 5768.958984
	Iteration 94Q: 3 clusters Score -1.440937e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 99030 members 
Entering Unmasked Estep 
Score: -14409372.000000 Penalty: 5768.958984
	Iteration 95Q: 3 clusters Score -1.440937e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -14409355.000000 Penalty: 5768.958984
	Iteration 96Q: 3 clusters Score -1.440936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -14409363.000000 Penalty: 5768.958984
	Iteration 97Q: 3 clusters Score -1.440936e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -14409360.000000 Penalty: 5768.958984
	Iteration 98Q: 3 clusters Score -1.440936e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 99155 members 
Entering Unmasked Estep 
Score: -14409375.000000 Penalty: 5768.958984
	Iteration 99Q: 3 clusters Score -1.440938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 99175 members 
Entering Unmasked Estep 
Score: -14409360.000000 Penalty: 5768.958984
	Iteration 100F: 3 clusters Score -1.440936e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 99201 members 
Entering Unmasked Estep 
Score: -14409374.000000 Penalty: 5768.958984
	Iteration 101Q: 3 clusters Score -1.440937e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 99230 members 
Entering Unmasked Estep 
Score: -14409378.000000 Penalty: 5768.958984
	Iteration 102Q: 3 clusters Score -1.440938e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 99259 members 
Entering Unmasked Estep 
Score: -14409395.000000 Penalty: 5768.958984
	Iteration 103Q: 3 clusters Score -1.44094e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 99286 members 
Entering Unmasked Estep 
Score: -14409386.000000 Penalty: 5768.958984
	Iteration 104Q: 3 clusters Score -1.440939e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 99309 members 
Entering Unmasked Estep 
Score: -14409381.000000 Penalty: 5768.958984
	Iteration 105Q: 3 clusters Score -1.440938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 99329 members 
Entering Unmasked Estep 
Score: -14409404.000000 Penalty: 5768.958984
	Iteration 106Q: 3 clusters Score -1.44094e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 99358 members 
Entering Unmasked Estep 
Score: -14409395.000000 Penalty: 5768.958984
	Iteration 107Q: 3 clusters Score -1.44094e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 99389 members 
Entering Unmasked Estep 
Score: -14409420.000000 Penalty: 5768.958984
	Iteration 108Q: 3 clusters Score -1.440942e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 99421 members 
Entering Unmasked Estep 
Score: -14409402.000000 Penalty: 5768.958984
	Iteration 109Q: 3 clusters Score -1.44094e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 99460 members 
Entering Unmasked Estep 
Score: -14409403.000000 Penalty: 5768.958984
	Iteration 110Q: 3 clusters Score -1.44094e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 99500 members 
Entering Unmasked Estep 
Score: -14409411.000000 Penalty: 5768.958984
	Iteration 111Q: 3 clusters Score -1.440941e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 99534 members 
Entering Unmasked Estep 
Score: -14409418.000000 Penalty: 5768.958984
	Iteration 112Q: 3 clusters Score -1.440942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 99559 members 
Entering Unmasked Estep 
Score: -14409439.000000 Penalty: 5768.958984
	Iteration 113Q: 3 clusters Score -1.440944e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 99584 members 
Entering Unmasked Estep 
Score: -14409457.000000 Penalty: 5768.958984
	Iteration 114Q: 3 clusters Score -1.440946e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 99612 members 
Entering Unmasked Estep 
Score: -14409436.000000 Penalty: 5768.958984
	Iteration 115Q: 3 clusters Score -1.440944e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 99644 members 
Entering Unmasked Estep 
Score: -14409448.000000 Penalty: 5768.958984
	Iteration 116Q: 3 clusters Score -1.440945e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -14409445.000000 Penalty: 5768.958984
	Iteration 117Q: 3 clusters Score -1.440944e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 99711 members 
Entering Unmasked Estep 
Score: -14409454.000000 Penalty: 5768.958984
	Iteration 118Q: 3 clusters Score -1.440945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 99733 members 
Entering Unmasked Estep 
Score: -14409453.000000 Penalty: 5768.958984
	Iteration 119Q: 3 clusters Score -1.440945e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 99767 members 
Entering Unmasked Estep 
Score: -14409441.000000 Penalty: 5768.958984
	Iteration 120F: 3 clusters Score -1.440944e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 99797 members 
Entering Unmasked Estep 
Score: -14409437.000000 Penalty: 5768.958984
	Iteration 121Q: 3 clusters Score -1.440944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 99822 members 
Entering Unmasked Estep 
Score: -14409453.000000 Penalty: 5768.958984
	Iteration 122Q: 3 clusters Score -1.440945e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 99856 members 
Entering Unmasked Estep 
Score: -14409471.000000 Penalty: 5768.958984
	Iteration 123Q: 3 clusters Score -1.440947e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 99892 members 
Entering Unmasked Estep 
Score: -14409464.000000 Penalty: 5768.958984
	Iteration 124Q: 3 clusters Score -1.440946e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 99933 members 
Entering Unmasked Estep 
Score: -14409482.000000 Penalty: 5768.958984
	Iteration 125Q: 3 clusters Score -1.440948e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 99977 members 
Entering Unmasked Estep 
Score: -14409486.000000 Penalty: 5768.958984
	Iteration 126Q: 3 clusters Score -1.440949e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 100038 members 
Entering Unmasked Estep 
Score: -14409487.000000 Penalty: 5768.958984
	Iteration 127Q: 3 clusters Score -1.440949e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 100090 members 
Entering Unmasked Estep 
Score: -14409499.000000 Penalty: 5768.958984
	Iteration 128Q: 3 clusters Score -1.44095e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 100145 members 
Entering Unmasked Estep 
Score: -14409492.000000 Penalty: 5768.958984
	Iteration 129Q: 3 clusters Score -1.440949e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 100199 members 
Entering Unmasked Estep 
Score: -14409495.000000 Penalty: 5768.958984
	Iteration 130Q: 3 clusters Score -1.44095e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 100247 members 
Entering Unmasked Estep 
Score: -14409503.000000 Penalty: 5768.958984
	Iteration 131Q: 3 clusters Score -1.44095e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 100303 members 
Entering Unmasked Estep 
Score: -14409520.000000 Penalty: 5768.958984
	Iteration 132Q: 3 clusters Score -1.440952e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -14409503.000000 Penalty: 5768.958984
	Iteration 133Q: 3 clusters Score -1.44095e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 100428 members 
Entering Unmasked Estep 
Score: -14409520.000000 Penalty: 5768.958984
	Iteration 134Q: 3 clusters Score -1.440952e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 100490 members 
Entering Unmasked Estep 
Score: -14409500.000000 Penalty: 5768.958984
	Iteration 135Q: 3 clusters Score -1.44095e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 100562 members 
Entering Unmasked Estep 
Score: -14409511.000000 Penalty: 5768.958984
	Iteration 136Q: 3 clusters Score -1.440951e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -14409523.000000 Penalty: 5768.958984
	Iteration 137Q: 3 clusters Score -1.440952e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 100705 members 
Entering Unmasked Estep 
Score: -14409520.000000 Penalty: 5768.958984
	Iteration 138Q: 3 clusters Score -1.440952e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 100778 members 
Entering Unmasked Estep 
Score: -14409484.000000 Penalty: 5768.958984
	Iteration 139Q: 3 clusters Score -1.440948e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 100841 members 
Entering Unmasked Estep 
Score: -14409486.000000 Penalty: 5768.958984
	Iteration 140F: 3 clusters Score -1.440949e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -14409498.000000 Penalty: 5768.958984
	Iteration 141Q: 3 clusters Score -1.44095e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 100963 members 
Entering Unmasked Estep 
Score: -14409500.000000 Penalty: 5768.958984
	Iteration 142Q: 3 clusters Score -1.44095e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 101018 members 
Entering Unmasked Estep 
Score: -14409517.000000 Penalty: 5768.958984
	Iteration 143Q: 3 clusters Score -1.440952e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 101076 members 
Entering Unmasked Estep 
Score: -14409548.000000 Penalty: 5768.958984
	Iteration 144Q: 3 clusters Score -1.440955e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 101149 members 
Entering Unmasked Estep 
Score: -14409547.000000 Penalty: 5768.958984
	Iteration 145Q: 3 clusters Score -1.440955e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 101219 members 
Entering Unmasked Estep 
Score: -14409550.000000 Penalty: 5768.958984
	Iteration 146Q: 3 clusters Score -1.440955e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 101288 members 
Entering Unmasked Estep 
Score: -14409536.000000 Penalty: 5768.958984
	Iteration 147Q: 3 clusters Score -1.440954e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 101359 members 
Entering Unmasked Estep 
Score: -14409567.000000 Penalty: 5768.958984
	Iteration 148Q: 3 clusters Score -1.440957e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 101437 members 
Entering Unmasked Estep 
Score: -14409551.000000 Penalty: 5768.958984
	Iteration 149Q: 3 clusters Score -1.440955e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 101524 members 
Entering Unmasked Estep 
Score: -14409538.000000 Penalty: 5768.958984
	Iteration 150Q: 3 clusters Score -1.440954e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 101599 members 
Entering Unmasked Estep 
Score: -14409548.000000 Penalty: 5768.958984
	Iteration 151Q: 3 clusters Score -1.440955e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 101661 members 
Entering Unmasked Estep 
Score: -14409527.000000 Penalty: 5768.958984
	Iteration 152Q: 3 clusters Score -1.440953e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 101722 members 
Entering Unmasked Estep 
Score: -14409502.000000 Penalty: 5768.958984
	Iteration 153Q: 3 clusters Score -1.44095e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 101795 members 
Entering Unmasked Estep 
Score: -14409521.000000 Penalty: 5768.958984
	Iteration 154Q: 3 clusters Score -1.440952e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 101860 members 
Entering Unmasked Estep 
Score: -14409510.000000 Penalty: 5768.958984
	Iteration 155Q: 3 clusters Score -1.440951e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 101932 members 
Entering Unmasked Estep 
Score: -14409520.000000 Penalty: 5768.958984
	Iteration 156Q: 3 clusters Score -1.440952e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 101996 members 
Entering Unmasked Estep 
Score: -14409529.000000 Penalty: 5768.958984
	Iteration 157Q: 3 clusters Score -1.440953e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 102071 members 
Entering Unmasked Estep 
Score: -14409541.000000 Penalty: 5768.958984
	Iteration 158Q: 3 clusters Score -1.440954e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 102161 members 
Entering Unmasked Estep 
Score: -14409572.000000 Penalty: 5768.958984
	Iteration 159Q: 3 clusters Score -1.440957e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 102243 members 
Entering Unmasked Estep 
Score: -14409600.000000 Penalty: 5768.958984
	Iteration 160F: 3 clusters Score -1.44096e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 102326 members 
Entering Unmasked Estep 
Score: -14409629.000000 Penalty: 5768.958984
	Iteration 161Q: 3 clusters Score -1.440963e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 102416 members 
Entering Unmasked Estep 
Score: -14409631.000000 Penalty: 5768.958984
	Iteration 162Q: 3 clusters Score -1.440963e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 102500 members 
Entering Unmasked Estep 
Score: -14409607.000000 Penalty: 5768.958984
	Iteration 163Q: 3 clusters Score -1.440961e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 102575 members 
Entering Unmasked Estep 
Score: -14409606.000000 Penalty: 5768.958984
	Iteration 164Q: 3 clusters Score -1.440961e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 102658 members 
Entering Unmasked Estep 
Score: -14409630.000000 Penalty: 5768.958984
	Iteration 165Q: 3 clusters Score -1.440963e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 102736 members 
Entering Unmasked Estep 
Score: -14409640.000000 Penalty: 5768.958984
	Iteration 166Q: 3 clusters Score -1.440964e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 102822 members 
Entering Unmasked Estep 
Score: -14409658.000000 Penalty: 5768.958984
	Iteration 167Q: 3 clusters Score -1.440966e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 102919 members 
Entering Unmasked Estep 
Score: -14409644.000000 Penalty: 5768.958984
	Iteration 168Q: 3 clusters Score -1.440964e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 103024 members 
Entering Unmasked Estep 
Score: -14409659.000000 Penalty: 5768.958984
	Iteration 169Q: 3 clusters Score -1.440966e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 103122 members 
Entering Unmasked Estep 
Score: -14409646.000000 Penalty: 5768.958984
	Iteration 170Q: 3 clusters Score -1.440965e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 103241 members 
Entering Unmasked Estep 
Score: -14409653.000000 Penalty: 5768.958984
	Iteration 171Q: 3 clusters Score -1.440965e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 103335 members 
Entering Unmasked Estep 
Score: -14409646.000000 Penalty: 5768.958984
	Iteration 172Q: 3 clusters Score -1.440965e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 103433 members 
Entering Unmasked Estep 
Score: -14409665.000000 Penalty: 5768.958984
	Iteration 173Q: 3 clusters Score -1.440966e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 103527 members 
Entering Unmasked Estep 
Score: -14409668.000000 Penalty: 5768.958984
	Iteration 174Q: 3 clusters Score -1.440967e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 103616 members 
Entering Unmasked Estep 
Score: -14409675.000000 Penalty: 5768.958984
	Iteration 175Q: 3 clusters Score -1.440968e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 103711 members 
Entering Unmasked Estep 
Score: -14409688.000000 Penalty: 5768.958984
	Iteration 176Q: 3 clusters Score -1.440969e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 103804 members 
Entering Unmasked Estep 
Score: -14409686.000000 Penalty: 5768.958984
	Iteration 177Q: 3 clusters Score -1.440969e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 103903 members 
Entering Unmasked Estep 
Score: -14409660.000000 Penalty: 5768.958984
	Iteration 178Q: 3 clusters Score -1.440966e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 104021 members 
Entering Unmasked Estep 
Score: -14409687.000000 Penalty: 5768.958984
	Iteration 179Q: 3 clusters Score -1.440969e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 104113 members 
Entering Unmasked Estep 
Score: -14409656.000000 Penalty: 5768.958984
	Iteration 180F: 3 clusters Score -1.440966e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 104208 members 
Entering Unmasked Estep 
Score: -14409681.000000 Penalty: 5768.958984
	Iteration 181Q: 3 clusters Score -1.440968e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 104308 members 
Entering Unmasked Estep 
Score: -14409697.000000 Penalty: 5768.958984
	Iteration 182Q: 3 clusters Score -1.44097e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 104398 members 
Entering Unmasked Estep 
Score: -14409727.000000 Penalty: 5768.958984
	Iteration 183Q: 3 clusters Score -1.440973e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 104507 members 
Entering Unmasked Estep 
Score: -14409737.000000 Penalty: 5768.958984
	Iteration 184Q: 3 clusters Score -1.440974e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 104612 members 
Entering Unmasked Estep 
Score: -14409751.000000 Penalty: 5768.958984
	Iteration 185Q: 3 clusters Score -1.440975e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 104719 members 
Entering Unmasked Estep 
Score: -14409751.000000 Penalty: 5768.958984
	Iteration 186Q: 3 clusters Score -1.440975e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 104830 members 
Entering Unmasked Estep 
Score: -14409783.000000 Penalty: 5768.958984
	Iteration 187Q: 3 clusters Score -1.440978e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 104944 members 
Entering Unmasked Estep 
Score: -14409758.000000 Penalty: 5768.958984
	Iteration 188Q: 3 clusters Score -1.440976e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 105074 members 
Entering Unmasked Estep 
Score: -14409779.000000 Penalty: 5768.958984
	Iteration 189Q: 3 clusters Score -1.440978e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 105200 members 
Entering Unmasked Estep 
Score: -14409812.000000 Penalty: 5768.958984
	Iteration 190Q: 3 clusters Score -1.440981e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 105356 members 
Entering Unmasked Estep 
Score: -14409808.000000 Penalty: 5768.958984
	Iteration 191Q: 3 clusters Score -1.440981e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 105539 members 
Entering Unmasked Estep 
Score: -14409856.000000 Penalty: 5768.958984
	Iteration 192Q: 3 clusters Score -1.440986e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 105700 members 
Entering Unmasked Estep 
Score: -14409893.000000 Penalty: 5768.958984
	Iteration 193Q: 3 clusters Score -1.440989e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 105844 members 
Entering Unmasked Estep 
Score: -14409898.000000 Penalty: 5768.958984
	Iteration 194Q: 3 clusters Score -1.44099e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 105976 members 
Entering Unmasked Estep 
Score: -14409903.000000 Penalty: 5768.958984
	Iteration 195Q: 3 clusters Score -1.44099e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 106120 members 
Entering Unmasked Estep 
Score: -14409935.000000 Penalty: 5768.958984
	Iteration 196Q: 3 clusters Score -1.440994e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 106272 members 
Entering Unmasked Estep 
Score: -14409980.000000 Penalty: 5768.958984
	Iteration 197Q: 3 clusters Score -1.440998e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 106426 members 
Entering Unmasked Estep 
Score: -14410020.000000 Penalty: 5768.958984
	Iteration 198Q: 3 clusters Score -1.441002e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 106585 members 
Entering Unmasked Estep 
Score: -14410044.000000 Penalty: 5768.958984
	Iteration 199Q: 3 clusters Score -1.441004e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 106729 members 
Entering Unmasked Estep 
Score: -14410022.000000 Penalty: 5768.958984
	Iteration 200F: 3 clusters Score -1.441002e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 106884 members 
Entering Unmasked Estep 
Score: -14410029.000000 Penalty: 5768.958984
	Iteration 201Q: 3 clusters Score -1.441003e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 107048 members 
Entering Unmasked Estep 
Score: -14410049.000000 Penalty: 5768.958984
	Iteration 202Q: 3 clusters Score -1.441005e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 107191 members 
Entering Unmasked Estep 
Score: -14410062.000000 Penalty: 5768.958984
	Iteration 203Q: 3 clusters Score -1.441006e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 107354 members 
Entering Unmasked Estep 
Score: -14410114.000000 Penalty: 5768.958984
	Iteration 204Q: 3 clusters Score -1.441011e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 107501 members 
Entering Unmasked Estep 
Score: -14410129.000000 Penalty: 5768.958984
	Iteration 205Q: 3 clusters Score -1.441013e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 107643 members 
Entering Unmasked Estep 
Score: -14410176.000000 Penalty: 5768.958984
	Iteration 206Q: 3 clusters Score -1.441018e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 107778 members 
Entering Unmasked Estep 
Score: -14410188.000000 Penalty: 5768.958984
	Iteration 207Q: 3 clusters Score -1.441019e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 107913 members 
Entering Unmasked Estep 
Score: -14410174.000000 Penalty: 5768.958984
	Iteration 208Q: 3 clusters Score -1.441017e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 108051 members 
Entering Unmasked Estep 
Score: -14410218.000000 Penalty: 5768.958984
	Iteration 209Q: 3 clusters Score -1.441022e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 108180 members 
Entering Unmasked Estep 
Score: -14410252.000000 Penalty: 5768.958984
	Iteration 210Q: 3 clusters Score -1.441025e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 108295 members 
Entering Unmasked Estep 
Score: -14410265.000000 Penalty: 5768.958984
	Iteration 211Q: 3 clusters Score -1.441026e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 108403 members 
Entering Unmasked Estep 
Score: -14410298.000000 Penalty: 5768.958984
	Iteration 212Q: 3 clusters Score -1.44103e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 108516 members 
Entering Unmasked Estep 
Score: -14410301.000000 Penalty: 5768.958984
	Iteration 213Q: 3 clusters Score -1.44103e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 108630 members 
Entering Unmasked Estep 
Score: -14410337.000000 Penalty: 5768.958984
	Iteration 214Q: 3 clusters Score -1.441034e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 108734 members 
Entering Unmasked Estep 
Score: -14410359.000000 Penalty: 5768.958984
	Iteration 215Q: 3 clusters Score -1.441036e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 108842 members 
Entering Unmasked Estep 
Score: -14410381.000000 Penalty: 5768.958984
	Iteration 216Q: 3 clusters Score -1.441038e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 108947 members 
Entering Unmasked Estep 
Score: -14410397.000000 Penalty: 5768.958984
	Iteration 217Q: 3 clusters Score -1.44104e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 109053 members 
Entering Unmasked Estep 
Score: -14410440.000000 Penalty: 5768.958984
	Iteration 218Q: 3 clusters Score -1.441044e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 109148 members 
Entering Unmasked Estep 
Score: -14410472.000000 Penalty: 5768.958984
	Iteration 219Q: 3 clusters Score -1.441047e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 109248 members 
Entering Unmasked Estep 
Score: -14410516.000000 Penalty: 5768.958984
	Iteration 220F: 3 clusters Score -1.441052e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 109338 members 
Entering Unmasked Estep 
Score: -14410528.000000 Penalty: 5768.958984
	Iteration 221Q: 3 clusters Score -1.441053e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 109404 members 
Entering Unmasked Estep 
Score: -14410520.000000 Penalty: 5768.958984
	Iteration 222Q: 3 clusters Score -1.441052e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 109467 members 
Entering Unmasked Estep 
Score: -14410545.000000 Penalty: 5768.958984
	Iteration 223Q: 3 clusters Score -1.441054e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 109520 members 
Entering Unmasked Estep 
Score: -14410545.000000 Penalty: 5768.958984
	Iteration 224Q: 3 clusters Score -1.441054e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 109580 members 
Entering Unmasked Estep 
Score: -14410537.000000 Penalty: 5768.958984
	Iteration 225Q: 3 clusters Score -1.441054e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 109641 members 
Entering Unmasked Estep 
Score: -14410564.000000 Penalty: 5768.958984
	Iteration 226Q: 3 clusters Score -1.441056e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 109700 members 
Entering Unmasked Estep 
Score: -14410569.000000 Penalty: 5768.958984
	Iteration 227Q: 3 clusters Score -1.441057e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 109752 members 
Entering Unmasked Estep 
Score: -14410598.000000 Penalty: 5768.958984
	Iteration 228Q: 3 clusters Score -1.44106e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 109813 members 
Entering Unmasked Estep 
Score: -14410597.000000 Penalty: 5768.958984
	Iteration 229Q: 3 clusters Score -1.44106e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 109863 members 
Entering Unmasked Estep 
Score: -14410605.000000 Penalty: 5768.958984
	Iteration 230Q: 3 clusters Score -1.44106e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 109912 members 
Entering Unmasked Estep 
Score: -14410621.000000 Penalty: 5768.958984
	Iteration 231Q: 3 clusters Score -1.441062e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 109964 members 
Entering Unmasked Estep 
Score: -14410628.000000 Penalty: 5768.958984
	Iteration 232Q: 3 clusters Score -1.441063e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 110012 members 
Entering Unmasked Estep 
Score: -14410649.000000 Penalty: 5768.958984
	Iteration 233Q: 3 clusters Score -1.441065e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 110061 members 
Entering Unmasked Estep 
Score: -14410650.000000 Penalty: 5768.958984
	Iteration 234Q: 3 clusters Score -1.441065e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 110116 members 
Entering Unmasked Estep 
Score: -14410672.000000 Penalty: 5768.958984
	Iteration 235Q: 3 clusters Score -1.441067e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 110181 members 
Entering Unmasked Estep 
Score: -14410667.000000 Penalty: 5768.958984
	Iteration 236Q: 3 clusters Score -1.441067e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 110227 members 
Entering Unmasked Estep 
Score: -14410710.000000 Penalty: 5768.958984
	Iteration 237Q: 3 clusters Score -1.441071e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 110272 members 
Entering Unmasked Estep 
Score: -14410718.000000 Penalty: 5768.958984
	Iteration 238Q: 3 clusters Score -1.441072e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 110310 members 
Entering Unmasked Estep 
Score: -14410732.000000 Penalty: 5768.958984
	Iteration 239Q: 3 clusters Score -1.441073e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 110336 members 
Entering Unmasked Estep 
Score: -14410731.000000 Penalty: 5768.958984
	Iteration 240F: 3 clusters Score -1.441073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 110356 members 
Entering Unmasked Estep 
Score: -14410737.000000 Penalty: 5768.958984
	Iteration 241Q: 3 clusters Score -1.441074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 110376 members 
Entering Unmasked Estep 
Score: -14410743.000000 Penalty: 5768.958984
	Iteration 242Q: 3 clusters Score -1.441074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 110390 members 
Entering Unmasked Estep 
Score: -14410746.000000 Penalty: 5768.958984
	Iteration 243Q: 3 clusters Score -1.441075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 110398 members 
Entering Unmasked Estep 
Score: -14410751.000000 Penalty: 5768.958984
	Iteration 244Q: 3 clusters Score -1.441075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 110406 members 
Entering Unmasked Estep 
Score: -14410739.000000 Penalty: 5768.958984
	Iteration 245Q: 3 clusters Score -1.441074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 110414 members 
Entering Unmasked Estep 
Score: -14410735.000000 Penalty: 5768.958984
	Iteration 246Q: 3 clusters Score -1.441074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 110419 members 
Entering Unmasked Estep 
Score: -14410751.000000 Penalty: 5768.958984
	Iteration 247Q: 3 clusters Score -1.441075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 110425 members 
Entering Unmasked Estep 
Score: -14410755.000000 Penalty: 5768.958984
	Iteration 248Q: 3 clusters Score -1.441076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 110437 members 
Entering Unmasked Estep 
Score: -14410757.000000 Penalty: 5768.958984
	Iteration 249Q: 3 clusters Score -1.441076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 110444 members 
Entering Unmasked Estep 
Score: -14410750.000000 Penalty: 5768.958984
	Iteration 250Q: 3 clusters Score -1.441075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 110452 members 
Entering Unmasked Estep 
Score: -14410749.000000 Penalty: 5768.958984
	Iteration 251Q: 3 clusters Score -1.441075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 110455 members 
Entering Unmasked Estep 
Score: -14410755.000000 Penalty: 5768.958984
	Iteration 252Q: 3 clusters Score -1.441076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 110467 members 
Entering Unmasked Estep 
Score: -14410767.000000 Penalty: 5768.958984
	Iteration 253Q: 3 clusters Score -1.441077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 110476 members 
Entering Unmasked Estep 
Score: -14410766.000000 Penalty: 5768.958984
	Iteration 254Q: 3 clusters Score -1.441077e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 110492 members 
Entering Unmasked Estep 
Score: -14410769.000000 Penalty: 5768.958984
	Iteration 255Q: 3 clusters Score -1.441077e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 110510 members 
Entering Unmasked Estep 
Score: -14410780.000000 Penalty: 5768.958984
	Iteration 256Q: 3 clusters Score -1.441078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 110526 members 
Entering Unmasked Estep 
Score: -14410767.000000 Penalty: 5768.958984
	Iteration 257Q: 3 clusters Score -1.441077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 110538 members 
Entering Unmasked Estep 
Score: -14410785.000000 Penalty: 5768.958984
	Iteration 258Q: 3 clusters Score -1.441078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 110559 members 
Entering Unmasked Estep 
Score: -14410802.000000 Penalty: 5768.958984
	Iteration 259Q: 3 clusters Score -1.44108e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 110574 members 
Entering Unmasked Estep 
Score: -14410808.000000 Penalty: 5768.958984
	Iteration 260F: 3 clusters Score -1.441081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 110581 members 
Entering Unmasked Estep 
Score: -14410812.000000 Penalty: 5768.958984
	Iteration 261Q: 3 clusters Score -1.441081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 110594 members 
Entering Unmasked Estep 
Score: -14410825.000000 Penalty: 5768.958984
	Iteration 262Q: 3 clusters Score -1.441082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 110602 members 
Entering Unmasked Estep 
Score: -14410831.000000 Penalty: 5768.958984
	Iteration 263Q: 3 clusters Score -1.441083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 110613 members 
Entering Unmasked Estep 
Score: -14410824.000000 Penalty: 5768.958984
	Iteration 264Q: 3 clusters Score -1.441082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 110627 members 
Entering Unmasked Estep 
Score: -14410821.000000 Penalty: 5768.958984
	Iteration 265Q: 3 clusters Score -1.441082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 110640 members 
Entering Unmasked Estep 
Score: -14410823.000000 Penalty: 5768.958984
	Iteration 266Q: 3 clusters Score -1.441082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 110657 members 
Entering Unmasked Estep 
Score: -14410826.000000 Penalty: 5768.958984
	Iteration 267Q: 3 clusters Score -1.441083e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 110676 members 
Entering Unmasked Estep 
Score: -14410830.000000 Penalty: 5768.958984
	Iteration 268Q: 3 clusters Score -1.441083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 110690 members 
Entering Unmasked Estep 
Score: -14410830.000000 Penalty: 5768.958984
	Iteration 269Q: 3 clusters Score -1.441083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 110704 members 
Entering Unmasked Estep 
Score: -14410822.000000 Penalty: 5768.958984
	Iteration 270Q: 3 clusters Score -1.441082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 110720 members 
Entering Unmasked Estep 
Score: -14410814.000000 Penalty: 5768.958984
	Iteration 271Q: 3 clusters Score -1.441081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 110733 members 
Entering Unmasked Estep 
Score: -14410815.000000 Penalty: 5768.958984
	Iteration 272Q: 3 clusters Score -1.441082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 110742 members 
Entering Unmasked Estep 
Score: -14410830.000000 Penalty: 5768.958984
	Iteration 273Q: 3 clusters Score -1.441083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 110744 members 
Entering Unmasked Estep 
Score: -14410828.000000 Penalty: 5768.958984
	Iteration 274Q: 3 clusters Score -1.441083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 110745 members 
Entering Unmasked Estep 
Score: -14410830.000000 Penalty: 5768.958984
	Iteration 275Q: 3 clusters Score -1.441083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 110745 members 
Entering Unmasked Estep 
Score: -14410830.000000 Penalty: 5768.958984
	Iteration 276F: 3 clusters Score -1.441083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Entering Unmasked Estep 
Score: -7404281.000000 Penalty: 2721.205566
	Iteration 0F: 2 clusters Score -7404281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -7365176.500000 Penalty: 5442.411133
	Iteration 0F: 3 clusters Score -7365176 nChanged 27071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -7380645.000000 Penalty: 5442.411133
	Iteration 1F: 3 clusters Score -7380645 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -7381461.500000 Penalty: 5442.411133
	Iteration 2Q: 3 clusters Score -7381462 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -7382565.000000 Penalty: 5442.411133
	Iteration 3Q: 3 clusters Score -7382565 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -7384165.000000 Penalty: 5442.411133
	Iteration 4Q: 3 clusters Score -7384165 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -7386601.500000 Penalty: 5442.411133
	Iteration 5F: 3 clusters Score -7386602 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -7389926.500000 Penalty: 5442.411133
	Iteration 6F: 3 clusters Score -7389926 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -7394213.000000 Penalty: 5442.411133
	Iteration 7F: 3 clusters Score -7394213 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -7397980.000000 Penalty: 5442.411133
	Iteration 8F: 3 clusters Score -7397980 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -7400051.000000 Penalty: 5442.411133
	Iteration 9F: 3 clusters Score -7400051 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -7401123.500000 Penalty: 5442.411133
	Iteration 10Q: 3 clusters Score -7401124 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -7401750.500000 Penalty: 5442.411133
	Iteration 11Q: 3 clusters Score -7401750 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -7402100.000000 Penalty: 5442.411133
	Iteration 12Q: 3 clusters Score -7402100 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -7402295.500000 Penalty: 5442.411133
	Iteration 13Q: 3 clusters Score -7402296 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -7402396.000000 Penalty: 5442.411133
	Iteration 14Q: 3 clusters Score -7402396 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -7402440.500000 Penalty: 5442.411133
	Iteration 15Q: 3 clusters Score -7402440 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -7402436.000000 Penalty: 5442.411133
	Iteration 16Q: 3 clusters Score -7402436 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -7402441.000000 Penalty: 5442.411133
	Iteration 17Q: 3 clusters Score -7402441 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -7402456.000000 Penalty: 5442.411133
	Iteration 18Q: 3 clusters Score -7402456 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -7402481.000000 Penalty: 5442.411133
	Iteration 19Q: 3 clusters Score -7402481 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -7402505.000000 Penalty: 5442.411133
	Iteration 20F: 3 clusters Score -7402505 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -7402501.000000 Penalty: 5442.411133
	Iteration 21Q: 3 clusters Score -7402501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -7402488.000000 Penalty: 5442.411133
	Iteration 22Q: 3 clusters Score -7402488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -7402495.500000 Penalty: 5442.411133
	Iteration 23Q: 3 clusters Score -7402496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -7402492.500000 Penalty: 5442.411133
	Iteration 24Q: 3 clusters Score -7402492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -7402488.500000 Penalty: 5442.411133
	Iteration 25Q: 3 clusters Score -7402488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -7402488.500000 Penalty: 5442.411133
	Iteration 26Q: 3 clusters Score -7402488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -7402487.500000 Penalty: 5442.411133
	Iteration 27Q: 3 clusters Score -7402488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -7402493.000000 Penalty: 5442.411133
	Iteration 28Q: 3 clusters Score -7402493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -7402500.000000 Penalty: 5442.411133
	Iteration 29Q: 3 clusters Score -7402500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -7402493.500000 Penalty: 5442.411133
	Iteration 30Q: 3 clusters Score -7402494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -7402491.500000 Penalty: 5442.411133
	Iteration 31Q: 3 clusters Score -7402492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -7402500.500000 Penalty: 5442.411133
	Iteration 32Q: 3 clusters Score -7402500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -7402497.500000 Penalty: 5442.411133
	Iteration 33Q: 3 clusters Score -7402498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -7402499.500000 Penalty: 5442.411133
	Iteration 34Q: 3 clusters Score -7402500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -7402502.500000 Penalty: 5442.411133
	Iteration 35Q: 3 clusters Score -7402502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -7402502.500000 Penalty: 5442.411133
	Iteration 36F: 3 clusters Score -7402502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71382 members 
Entering Unmasked Estep 
Score: -8838032.000000 Penalty: 2771.598633
	Iteration 0F: 2 clusters Score -8838032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -8790014.000000 Penalty: 5543.197266
	Iteration 0F: 3 clusters Score -8790014 nChanged 33496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -8808875.000000 Penalty: 5543.197266
	Iteration 1F: 3 clusters Score -8808875 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -8809467.000000 Penalty: 5543.197266
	Iteration 2Q: 3 clusters Score -8809467 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -8810064.000000 Penalty: 5543.197266
	Iteration 3Q: 3 clusters Score -8810064 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -8810731.000000 Penalty: 5543.197266
	Iteration 4Q: 3 clusters Score -8810731 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -8811628.000000 Penalty: 5543.197266
	Iteration 5Q: 3 clusters Score -8811628 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -8812928.000000 Penalty: 5543.197266
	Iteration 6Q: 3 clusters Score -8812928 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -8814928.000000 Penalty: 5543.197266
	Iteration 7F: 3 clusters Score -8814928 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -8817718.000000 Penalty: 5543.197266
	Iteration 8F: 3 clusters Score -8817718 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -8821212.000000 Penalty: 5543.197266
	Iteration 9F: 3 clusters Score -8821212 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -8825023.000000 Penalty: 5543.197266
	Iteration 10F: 3 clusters Score -8825023 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -8828821.000000 Penalty: 5543.197266
	Iteration 11F: 3 clusters Score -8828821 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -8832032.000000 Penalty: 5543.197266
	Iteration 12Q: 3 clusters Score -8832032 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69335 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8833981.000000 Penalty: 5543.197266
	Iteration 13Q: 3 clusters Score -8833981 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8834846.000000 Penalty: 5543.197266
	Iteration 14Q: 3 clusters Score -8834846 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8835230.000000 Penalty: 5543.197266
	Iteration 15Q: 3 clusters Score -8835230 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8835443.000000 Penalty: 5543.197266
	Iteration 16Q: 3 clusters Score -8835443 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70805 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8835603.000000 Penalty: 5543.197266
	Iteration 17Q: 3 clusters Score -8835603 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70802 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8835764.000000 Penalty: 5543.197266
	Iteration 18Q: 3 clusters Score -8835764 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8835901.000000 Penalty: 5543.197266
	Iteration 19Q: 3 clusters Score -8835901 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8836029.000000 Penalty: 5543.197266
	Iteration 20F: 3 clusters Score -8836029 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70593 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8836182.000000 Penalty: 5543.197266
	Iteration 21Q: 3 clusters Score -8836182 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70467 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8836316.000000 Penalty: 5543.197266
	Iteration 22Q: 3 clusters Score -8836316 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8836445.000000 Penalty: 5543.197266
	Iteration 23Q: 3 clusters Score -8836445 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8836535.000000 Penalty: 5543.197266
	Iteration 24Q: 3 clusters Score -8836535 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70143 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8836611.000000 Penalty: 5543.197266
	Iteration 25Q: 3 clusters Score -8836611 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8836701.000000 Penalty: 5543.197266
	Iteration 26Q: 3 clusters Score -8836701 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69989 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8836745.000000 Penalty: 5543.197266
	Iteration 27Q: 3 clusters Score -8836745 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8836791.000000 Penalty: 5543.197266
	Iteration 28Q: 3 clusters Score -8836791 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8836830.000000 Penalty: 5543.197266
	Iteration 29Q: 3 clusters Score -8836830 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8836867.000000 Penalty: 5543.197266
	Iteration 30Q: 3 clusters Score -8836867 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8836894.000000 Penalty: 5543.197266
	Iteration 31Q: 3 clusters Score -8836894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -8836912.000000 Penalty: 5543.197266
	Iteration 32Q: 3 clusters Score -8836912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69630 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8836929.000000 Penalty: 5543.197266
	Iteration 33Q: 3 clusters Score -8836929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69582 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -8836935.000000 Penalty: 5543.197266
	Iteration 34Q: 3 clusters Score -8836935 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69540 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8836949.000000 Penalty: 5543.197266
	Iteration 35Q: 3 clusters Score -8836949 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8836954.000000 Penalty: 5543.197266
	Iteration 36Q: 3 clusters Score -8836954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69465 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8836965.000000 Penalty: 5543.197266
	Iteration 37Q: 3 clusters Score -8836965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8836975.000000 Penalty: 5543.197266
	Iteration 38Q: 3 clusters Score -8836975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8836989.000000 Penalty: 5543.197266
	Iteration 39Q: 3 clusters Score -8836989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8837017.000000 Penalty: 5543.197266
	Iteration 40F: 3 clusters Score -8837017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69351 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8837031.000000 Penalty: 5543.197266
	Iteration 41Q: 3 clusters Score -8837031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69309 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8837037.000000 Penalty: 5543.197266
	Iteration 42Q: 3 clusters Score -8837037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -8837059.000000 Penalty: 5543.197266
	Iteration 43Q: 3 clusters Score -8837059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69255 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8837049.000000 Penalty: 5543.197266
	Iteration 44Q: 3 clusters Score -8837049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8837047.000000 Penalty: 5543.197266
	Iteration 45Q: 3 clusters Score -8837047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69226 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8837051.000000 Penalty: 5543.197266
	Iteration 46Q: 3 clusters Score -8837051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69221 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8837054.000000 Penalty: 5543.197266
	Iteration 47Q: 3 clusters Score -8837054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69215 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8837050.000000 Penalty: 5543.197266
	Iteration 48Q: 3 clusters Score -8837050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -8837054.000000 Penalty: 5543.197266
	Iteration 49Q: 3 clusters Score -8837054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8837049.000000 Penalty: 5543.197266
	Iteration 50Q: 3 clusters Score -8837049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8837049.000000 Penalty: 5543.197266
	Iteration 51F: 3 clusters Score -8837049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (176262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176262 members 
Entering Unmasked Estep 
Score: -22446416.000000 Penalty: 2995.772461
	Iteration 0F: 2 clusters Score -2.244642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87801 members 
Mstep: Class 2 contains 88461 members 
Entering Unmasked Estep 
Score: -22333786.000000 Penalty: 5991.544922
	Iteration 0F: 3 clusters Score -2.233379e+07 nChanged 84492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 93797 members 
Entering Unmasked Estep 
Score: -22383202.000000 Penalty: 5991.544922
	Iteration 1F: 3 clusters Score -2.23832e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -22384344.000000 Penalty: 5991.544922
	Iteration 2Q: 3 clusters Score -2.238434e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73430 members 
Mstep: Class 2 contains 102832 members 
Entering Unmasked Estep 
Score: -22386464.000000 Penalty: 5991.544922
	Iteration 3Q: 3 clusters Score -2.238646e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 111293 members 
Entering Unmasked Estep 
Score: -22390382.000000 Penalty: 5991.544922
	Iteration 4Q: 3 clusters Score -2.239038e+07 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 123600 members 
Entering Unmasked Estep 
Score: -22398802.000000 Penalty: 5991.544922
	Iteration 5F: 3 clusters Score -2.23988e+07 nChanged 16252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 139836 members 
Entering Unmasked Estep 
Score: -22412546.000000 Penalty: 5991.544922
	Iteration 6F: 3 clusters Score -2.241255e+07 nChanged 16989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 156817 members 
Entering Unmasked Estep 
Score: -22428466.000000 Penalty: 5991.544922
	Iteration 7F: 3 clusters Score -2.242847e+07 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 168951 members 
Entering Unmasked Estep 
Score: -22438194.000000 Penalty: 5991.544922
	Iteration 8F: 3 clusters Score -2.243819e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 174153 members 
Entering Unmasked Estep 
Score: -22442004.000000 Penalty: 5991.544922
	Iteration 9Q: 3 clusters Score -2.2442e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 175543 members 
Entering Unmasked Estep 
Score: -22443134.000000 Penalty: 5991.544922
	Iteration 10Q: 3 clusters Score -2.244313e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 175886 members 
Entering Unmasked Estep 
Score: -22443398.000000 Penalty: 5991.544922
	Iteration 11Q: 3 clusters Score -2.24434e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 175981 members 
Entering Unmasked Estep 
Score: -22443534.000000 Penalty: 5991.544922
	Iteration 12Q: 3 clusters Score -2.244353e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 176011 members 
Entering Unmasked Estep 
Score: -22443580.000000 Penalty: 5991.544922
	Iteration 13Q: 3 clusters Score -2.244358e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 176022 members 
Entering Unmasked Estep 
Score: -22443622.000000 Penalty: 5991.544922
	Iteration 14Q: 3 clusters Score -2.244362e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 176035 members 
Entering Unmasked Estep 
Score: -22443676.000000 Penalty: 5991.544922
	Iteration 15Q: 3 clusters Score -2.244368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 176036 members 
Entering Unmasked Estep 
Score: -22443684.000000 Penalty: 5991.544922
	Iteration 16Q: 3 clusters Score -2.244368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 176039 members 
Entering Unmasked Estep 
Score: -22443694.000000 Penalty: 5991.544922
	Iteration 17Q: 3 clusters Score -2.244369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 176042 members 
Entering Unmasked Estep 
Score: -22443696.000000 Penalty: 5991.544922
	Iteration 18Q: 3 clusters Score -2.24437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 176045 members 
Entering Unmasked Estep 
Score: -22443718.000000 Penalty: 5991.544922
	Iteration 19Q: 3 clusters Score -2.244372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 176047 members 
Entering Unmasked Estep 
Score: -22443728.000000 Penalty: 5991.544922
	Iteration 20F: 3 clusters Score -2.244373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 176049 members 
Entering Unmasked Estep 
Score: -22443730.000000 Penalty: 5991.544922
	Iteration 21Q: 3 clusters Score -2.244373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 176051 members 
Entering Unmasked Estep 
Score: -22443740.000000 Penalty: 5991.544922
	Iteration 22Q: 3 clusters Score -2.244374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 176050 members 
Entering Unmasked Estep 
Score: -22443752.000000 Penalty: 5991.544922
	Iteration 23Q: 3 clusters Score -2.244375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 176050 members 
Entering Unmasked Estep 
Score: -22443752.000000 Penalty: 5991.544922
	Iteration 24F: 3 clusters Score -2.244375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (142985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142985 members 
Entering Unmasked Estep 
Score: -18433268.000000 Penalty: 2943.882812
	Iteration 0F: 2 clusters Score -1.843327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71444 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -18341000.000000 Penalty: 5887.765625
	Iteration 0F: 3 clusters Score -1.8341e+07 nChanged 68362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 71553 members 
Entering Unmasked Estep 
Score: -18381106.000000 Penalty: 5887.765625
	Iteration 1F: 3 clusters Score -1.838111e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 71529 members 
Entering Unmasked Estep 
Score: -18382158.000000 Penalty: 5887.765625
	Iteration 2Q: 3 clusters Score -1.838216e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 71660 members 
Entering Unmasked Estep 
Score: -18383398.000000 Penalty: 5887.765625
	Iteration 3Q: 3 clusters Score -1.83834e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71218 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -18384760.000000 Penalty: 5887.765625
	Iteration 4Q: 3 clusters Score -1.838476e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71142 members 
Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
Score: -18386032.000000 Penalty: 5887.765625
	Iteration 5Q: 3 clusters Score -1.838603e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 71947 members 
Entering Unmasked Estep 
Score: -18387440.000000 Penalty: 5887.765625
	Iteration 6Q: 3 clusters Score -1.838744e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -18388880.000000 Penalty: 5887.765625
	Iteration 7Q: 3 clusters Score -1.838888e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -18390606.000000 Penalty: 5887.765625
	Iteration 8Q: 3 clusters Score -1.839061e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 73084 members 
Entering Unmasked Estep 
Score: -18392768.000000 Penalty: 5887.765625
	Iteration 9Q: 3 clusters Score -1.839277e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69284 members 
Mstep: Class 2 contains 73701 members 
Entering Unmasked Estep 
Score: -18395520.000000 Penalty: 5887.765625
	Iteration 10Q: 3 clusters Score -1.839552e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 74417 members 
Entering Unmasked Estep 
Score: -18399518.000000 Penalty: 5887.765625
	Iteration 11Q: 3 clusters Score -1.839952e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68017 members 
Mstep: Class 2 contains 74968 members 
Entering Unmasked Estep 
Score: -18404616.000000 Penalty: 5887.765625
	Iteration 12F: 3 clusters Score -1.840462e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67790 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
Score: -18408772.000000 Penalty: 5887.765625
	Iteration 13F: 3 clusters Score -1.840877e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 75373 members 
Entering Unmasked Estep 
Score: -18410664.000000 Penalty: 5887.765625
	Iteration 14Q: 3 clusters Score -1.841066e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
Score: -18411300.000000 Penalty: 5887.765625
	Iteration 15Q: 3 clusters Score -1.84113e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -18411616.000000 Penalty: 5887.765625
	Iteration 16Q: 3 clusters Score -1.841162e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -18411802.000000 Penalty: 5887.765625
	Iteration 17Q: 3 clusters Score -1.84118e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 76543 members 
Entering Unmasked Estep 
Score: -18412018.000000 Penalty: 5887.765625
	Iteration 18Q: 3 clusters Score -1.841202e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66049 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -18412184.000000 Penalty: 5887.765625
	Iteration 19Q: 3 clusters Score -1.841218e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -18412334.000000 Penalty: 5887.765625
	Iteration 20F: 3 clusters Score -1.841233e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 77800 members 
Entering Unmasked Estep 
Score: -18412398.000000 Penalty: 5887.765625
	Iteration 21Q: 3 clusters Score -1.84124e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 78338 members 
Entering Unmasked Estep 
Score: -18412482.000000 Penalty: 5887.765625
	Iteration 22Q: 3 clusters Score -1.841248e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64122 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -18412588.000000 Penalty: 5887.765625
	Iteration 23Q: 3 clusters Score -1.841259e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -18412664.000000 Penalty: 5887.765625
	Iteration 24Q: 3 clusters Score -1.841266e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 80170 members 
Entering Unmasked Estep 
Score: -18412770.000000 Penalty: 5887.765625
	Iteration 25Q: 3 clusters Score -1.841277e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -18412902.000000 Penalty: 5887.765625
	Iteration 26Q: 3 clusters Score -1.84129e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 81674 members 
Entering Unmasked Estep 
Score: -18413082.000000 Penalty: 5887.765625
	Iteration 27Q: 3 clusters Score -1.841308e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 82542 members 
Entering Unmasked Estep 
Score: -18413178.000000 Penalty: 5887.765625
	Iteration 28Q: 3 clusters Score -1.841318e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -18413260.000000 Penalty: 5887.765625
	Iteration 29Q: 3 clusters Score -1.841326e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 84443 members 
Entering Unmasked Estep 
Score: -18413382.000000 Penalty: 5887.765625
	Iteration 30Q: 3 clusters Score -1.841338e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -18413516.000000 Penalty: 5887.765625
	Iteration 31Q: 3 clusters Score -1.841352e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 86502 members 
Entering Unmasked Estep 
Score: -18413594.000000 Penalty: 5887.765625
	Iteration 32Q: 3 clusters Score -1.841359e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 87634 members 
Entering Unmasked Estep 
Score: -18413676.000000 Penalty: 5887.765625
	Iteration 33Q: 3 clusters Score -1.841368e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 88846 members 
Entering Unmasked Estep 
Score: -18413770.000000 Penalty: 5887.765625
	Iteration 34Q: 3 clusters Score -1.841377e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 90195 members 
Entering Unmasked Estep 
Score: -18413998.000000 Penalty: 5887.765625
	Iteration 35Q: 3 clusters Score -1.8414e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 91606 members 
Entering Unmasked Estep 
Score: -18414236.000000 Penalty: 5887.765625
	Iteration 36Q: 3 clusters Score -1.841424e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -18414434.000000 Penalty: 5887.765625
	Iteration 37Q: 3 clusters Score -1.841443e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 94405 members 
Entering Unmasked Estep 
Score: -18414574.000000 Penalty: 5887.765625
	Iteration 38Q: 3 clusters Score -1.841457e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 95842 members 
Entering Unmasked Estep 
Score: -18414844.000000 Penalty: 5887.765625
	Iteration 39Q: 3 clusters Score -1.841484e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 97295 members 
Entering Unmasked Estep 
Score: -18415106.000000 Penalty: 5887.765625
	Iteration 40F: 3 clusters Score -1.841511e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 98715 members 
Entering Unmasked Estep 
Score: -18415218.000000 Penalty: 5887.765625
	Iteration 41Q: 3 clusters Score -1.841522e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 100144 members 
Entering Unmasked Estep 
Score: -18415522.000000 Penalty: 5887.765625
	Iteration 42Q: 3 clusters Score -1.841552e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 101572 members 
Entering Unmasked Estep 
Score: -18415754.000000 Penalty: 5887.765625
	Iteration 43Q: 3 clusters Score -1.841575e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 103035 members 
Entering Unmasked Estep 
Score: -18415978.000000 Penalty: 5887.765625
	Iteration 44Q: 3 clusters Score -1.841598e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 104501 members 
Entering Unmasked Estep 
Score: -18416250.000000 Penalty: 5887.765625
	Iteration 45Q: 3 clusters Score -1.841625e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 105943 members 
Entering Unmasked Estep 
Score: -18416608.000000 Penalty: 5887.765625
	Iteration 46Q: 3 clusters Score -1.841661e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 107459 members 
Entering Unmasked Estep 
Score: -18416844.000000 Penalty: 5887.765625
	Iteration 47Q: 3 clusters Score -1.841684e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 108994 members 
Entering Unmasked Estep 
Score: -18417196.000000 Penalty: 5887.765625
	Iteration 48Q: 3 clusters Score -1.84172e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 110544 members 
Entering Unmasked Estep 
Score: -18417516.000000 Penalty: 5887.765625
	Iteration 49Q: 3 clusters Score -1.841752e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 112114 members 
Entering Unmasked Estep 
Score: -18417804.000000 Penalty: 5887.765625
	Iteration 50Q: 3 clusters Score -1.84178e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 113718 members 
Entering Unmasked Estep 
Score: -18418254.000000 Penalty: 5887.765625
	Iteration 51Q: 3 clusters Score -1.841825e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 115377 members 
Entering Unmasked Estep 
Score: -18418742.000000 Penalty: 5887.765625
	Iteration 52Q: 3 clusters Score -1.841874e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 117099 members 
Entering Unmasked Estep 
Score: -18419200.000000 Penalty: 5887.765625
	Iteration 53Q: 3 clusters Score -1.84192e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 118853 members 
Entering Unmasked Estep 
Score: -18419638.000000 Penalty: 5887.765625
	Iteration 54Q: 3 clusters Score -1.841964e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 120600 members 
Entering Unmasked Estep 
Score: -18420150.000000 Penalty: 5887.765625
	Iteration 55Q: 3 clusters Score -1.842015e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 122352 members 
Entering Unmasked Estep 
Score: -18420752.000000 Penalty: 5887.765625
	Iteration 56Q: 3 clusters Score -1.842075e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 124017 members 
Entering Unmasked Estep 
Score: -18421520.000000 Penalty: 5887.765625
	Iteration 57Q: 3 clusters Score -1.842152e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 125652 members 
Entering Unmasked Estep 
Score: -18422162.000000 Penalty: 5887.765625
	Iteration 58Q: 3 clusters Score -1.842216e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 127255 members 
Entering Unmasked Estep 
Score: -18422890.000000 Penalty: 5887.765625
	Iteration 59Q: 3 clusters Score -1.842289e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 128861 members 
Entering Unmasked Estep 
Score: -18423686.000000 Penalty: 5887.765625
	Iteration 60F: 3 clusters Score -1.842369e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 130457 members 
Entering Unmasked Estep 
Score: -18424386.000000 Penalty: 5887.765625
	Iteration 61Q: 3 clusters Score -1.842439e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 131938 members 
Entering Unmasked Estep 
Score: -18425170.000000 Penalty: 5887.765625
	Iteration 62Q: 3 clusters Score -1.842517e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 133318 members 
Entering Unmasked Estep 
Score: -18425894.000000 Penalty: 5887.765625
	Iteration 63Q: 3 clusters Score -1.842589e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 134595 members 
Entering Unmasked Estep 
Score: -18426698.000000 Penalty: 5887.765625
	Iteration 64Q: 3 clusters Score -1.84267e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 135756 members 
Entering Unmasked Estep 
Score: -18427450.000000 Penalty: 5887.765625
	Iteration 65Q: 3 clusters Score -1.842745e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 136767 members 
Entering Unmasked Estep 
Score: -18428040.000000 Penalty: 5887.765625
	Iteration 66Q: 3 clusters Score -1.842804e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 137678 members 
Entering Unmasked Estep 
Score: -18428640.000000 Penalty: 5887.765625
	Iteration 67Q: 3 clusters Score -1.842864e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 138422 members 
Entering Unmasked Estep 
Score: -18429166.000000 Penalty: 5887.765625
	Iteration 68Q: 3 clusters Score -1.842917e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 139090 members 
Entering Unmasked Estep 
Score: -18429646.000000 Penalty: 5887.765625
	Iteration 69Q: 3 clusters Score -1.842965e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 139668 members 
Entering Unmasked Estep 
Score: -18430082.000000 Penalty: 5887.765625
	Iteration 70Q: 3 clusters Score -1.843008e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 140123 members 
Entering Unmasked Estep 
Score: -18430302.000000 Penalty: 5887.765625
	Iteration 71Q: 3 clusters Score -1.84303e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 140512 members 
Entering Unmasked Estep 
Score: -18430522.000000 Penalty: 5887.765625
	Iteration 72Q: 3 clusters Score -1.843052e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 140829 members 
Entering Unmasked Estep 
Score: -18430704.000000 Penalty: 5887.765625
	Iteration 73Q: 3 clusters Score -1.84307e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 141078 members 
Entering Unmasked Estep 
Score: -18430822.000000 Penalty: 5887.765625
	Iteration 74Q: 3 clusters Score -1.843082e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 141271 members 
Entering Unmasked Estep 
Score: -18430898.000000 Penalty: 5887.765625
	Iteration 75Q: 3 clusters Score -1.84309e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 141419 members 
Entering Unmasked Estep 
Score: -18430948.000000 Penalty: 5887.765625
	Iteration 76Q: 3 clusters Score -1.843095e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 141534 members 
Entering Unmasked Estep 
Score: -18431012.000000 Penalty: 5887.765625
	Iteration 77Q: 3 clusters Score -1.843101e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 141646 members 
Entering Unmasked Estep 
Score: -18431048.000000 Penalty: 5887.765625
	Iteration 78Q: 3 clusters Score -1.843105e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 141734 members 
Entering Unmasked Estep 
Score: -18431094.000000 Penalty: 5887.765625
	Iteration 79Q: 3 clusters Score -1.843109e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 141802 members 
Entering Unmasked Estep 
Score: -18431078.000000 Penalty: 5887.765625
	Iteration 80F: 3 clusters Score -1.843108e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 141854 members 
Entering Unmasked Estep 
Score: -18431116.000000 Penalty: 5887.765625
	Iteration 81Q: 3 clusters Score -1.843112e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 141896 members 
Entering Unmasked Estep 
Score: -18431092.000000 Penalty: 5887.765625
	Iteration 82Q: 3 clusters Score -1.843109e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 141926 members 
Entering Unmasked Estep 
Score: -18431120.000000 Penalty: 5887.765625
	Iteration 83Q: 3 clusters Score -1.843112e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 141947 members 
Entering Unmasked Estep 
Score: -18431128.000000 Penalty: 5887.765625
	Iteration 84Q: 3 clusters Score -1.843113e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 141975 members 
Entering Unmasked Estep 
Score: -18431132.000000 Penalty: 5887.765625
	Iteration 85Q: 3 clusters Score -1.843113e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 141996 members 
Entering Unmasked Estep 
Score: -18431134.000000 Penalty: 5887.765625
	Iteration 86Q: 3 clusters Score -1.843113e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 142019 members 
Entering Unmasked Estep 
Score: -18431140.000000 Penalty: 5887.765625
	Iteration 87Q: 3 clusters Score -1.843114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 142035 members 
Entering Unmasked Estep 
Score: -18431134.000000 Penalty: 5887.765625
	Iteration 88Q: 3 clusters Score -1.843113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 142048 members 
Entering Unmasked Estep 
Score: -18431146.000000 Penalty: 5887.765625
	Iteration 89Q: 3 clusters Score -1.843115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 142063 members 
Entering Unmasked Estep 
Score: -18431152.000000 Penalty: 5887.765625
	Iteration 90Q: 3 clusters Score -1.843115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 142074 members 
Entering Unmasked Estep 
Score: -18431152.000000 Penalty: 5887.765625
	Iteration 91Q: 3 clusters Score -1.843115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 142082 members 
Entering Unmasked Estep 
Score: -18431142.000000 Penalty: 5887.765625
	Iteration 92Q: 3 clusters Score -1.843114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 142088 members 
Entering Unmasked Estep 
Score: -18431134.000000 Penalty: 5887.765625
	Iteration 93Q: 3 clusters Score -1.843113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 142095 members 
Entering Unmasked Estep 
Score: -18431146.000000 Penalty: 5887.765625
	Iteration 94Q: 3 clusters Score -1.843115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 142097 members 
Entering Unmasked Estep 
Score: -18431150.000000 Penalty: 5887.765625
	Iteration 95Q: 3 clusters Score -1.843115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 142100 members 
Entering Unmasked Estep 
Score: -18431158.000000 Penalty: 5887.765625
	Iteration 96Q: 3 clusters Score -1.843116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 142103 members 
Entering Unmasked Estep 
Score: -18431156.000000 Penalty: 5887.765625
	Iteration 97Q: 3 clusters Score -1.843116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 142103 members 
Entering Unmasked Estep 
Score: -18431140.000000 Penalty: 5887.765625
	Iteration 98Q: 3 clusters Score -1.843114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 142103 members 
Entering Unmasked Estep 
Score: -18431140.000000 Penalty: 5887.765625
	Iteration 99F: 3 clusters Score -1.843114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Entering Unmasked Estep 
Score: -2988998.500000 Penalty: 2493.033447
	Iteration 0F: 2 clusters Score -2988998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2972731.500000 Penalty: 4986.066895
	Iteration 0F: 3 clusters Score -2972732 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2978338.250000 Penalty: 4986.066895
	Iteration 1F: 3 clusters Score -2978338 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2978749.250000 Penalty: 4986.066895
	Iteration 2F: 3 clusters Score -2978749 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2979071.500000 Penalty: 4986.066895
	Iteration 3Q: 3 clusters Score -2979072 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2979329.000000 Penalty: 4986.066895
	Iteration 4Q: 3 clusters Score -2979329 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2979549.250000 Penalty: 4986.066895
	Iteration 5Q: 3 clusters Score -2979549 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2979790.500000 Penalty: 4986.066895
	Iteration 6Q: 3 clusters Score -2979790 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2980029.750000 Penalty: 4986.066895
	Iteration 7Q: 3 clusters Score -2980030 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2980319.000000 Penalty: 4986.066895
	Iteration 8Q: 3 clusters Score -2980319 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2980692.250000 Penalty: 4986.066895
	Iteration 9Q: 3 clusters Score -2980692 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2981149.250000 Penalty: 4986.066895
	Iteration 10Q: 3 clusters Score -2981149 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2981687.000000 Penalty: 4986.066895
	Iteration 11Q: 3 clusters Score -2981687 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2982245.500000 Penalty: 4986.066895
	Iteration 12Q: 3 clusters Score -2982246 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2982794.000000 Penalty: 4986.066895
	Iteration 13Q: 3 clusters Score -2982794 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2983346.250000 Penalty: 4986.066895
	Iteration 14Q: 3 clusters Score -2983346 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2983822.750000 Penalty: 4986.066895
	Iteration 15Q: 3 clusters Score -2983823 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2984210.500000 Penalty: 4986.066895
	Iteration 16Q: 3 clusters Score -2984210 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2984514.750000 Penalty: 4986.066895
	Iteration 17Q: 3 clusters Score -2984515 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2984722.500000 Penalty: 4986.066895
	Iteration 18Q: 3 clusters Score -2984722 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2984936.250000 Penalty: 4986.066895
	Iteration 19Q: 3 clusters Score -2984936 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2985069.250000 Penalty: 4986.066895
	Iteration 20F: 3 clusters Score -2985069 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2985181.000000 Penalty: 4986.066895
	Iteration 21Q: 3 clusters Score -2985181 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2985268.500000 Penalty: 4986.066895
	Iteration 22Q: 3 clusters Score -2985268 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2985343.250000 Penalty: 4986.066895
	Iteration 23Q: 3 clusters Score -2985343 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2985418.500000 Penalty: 4986.066895
	Iteration 24Q: 3 clusters Score -2985418 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2985503.250000 Penalty: 4986.066895
	Iteration 25Q: 3 clusters Score -2985503 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2985560.000000 Penalty: 4986.066895
	Iteration 26Q: 3 clusters Score -2985560 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2985610.000000 Penalty: 4986.066895
	Iteration 27Q: 3 clusters Score -2985610 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2985682.750000 Penalty: 4986.066895
	Iteration 28Q: 3 clusters Score -2985683 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2985770.250000 Penalty: 4986.066895
	Iteration 29Q: 3 clusters Score -2985770 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2985850.250000 Penalty: 4986.066895
	Iteration 30Q: 3 clusters Score -2985850 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2985932.500000 Penalty: 4986.066895
	Iteration 31Q: 3 clusters Score -2985932 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2985988.500000 Penalty: 4986.066895
	Iteration 32Q: 3 clusters Score -2985988 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2986048.250000 Penalty: 4986.066895
	Iteration 33Q: 3 clusters Score -2986048 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2986120.250000 Penalty: 4986.066895
	Iteration 34Q: 3 clusters Score -2986120 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2986177.750000 Penalty: 4986.066895
	Iteration 35Q: 3 clusters Score -2986178 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2986240.250000 Penalty: 4986.066895
	Iteration 36Q: 3 clusters Score -2986240 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2986286.250000 Penalty: 4986.066895
	Iteration 37Q: 3 clusters Score -2986286 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2986326.000000 Penalty: 4986.066895
	Iteration 38Q: 3 clusters Score -2986326 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2986383.750000 Penalty: 4986.066895
	Iteration 39Q: 3 clusters Score -2986384 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2986419.250000 Penalty: 4986.066895
	Iteration 40F: 3 clusters Score -2986419 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2986455.750000 Penalty: 4986.066895
	Iteration 41Q: 3 clusters Score -2986456 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2986493.000000 Penalty: 4986.066895
	Iteration 42Q: 3 clusters Score -2986493 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2986537.500000 Penalty: 4986.066895
	Iteration 43Q: 3 clusters Score -2986538 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2986574.250000 Penalty: 4986.066895
	Iteration 44Q: 3 clusters Score -2986574 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2986596.750000 Penalty: 4986.066895
	Iteration 45Q: 3 clusters Score -2986597 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -2986630.750000 Penalty: 4986.066895
	Iteration 46Q: 3 clusters Score -2986631 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2986664.250000 Penalty: 4986.066895
	Iteration 47Q: 3 clusters Score -2986664 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2986682.500000 Penalty: 4986.066895
	Iteration 48Q: 3 clusters Score -2986682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2986700.500000 Penalty: 4986.066895
	Iteration 49Q: 3 clusters Score -2986700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -2986713.500000 Penalty: 4986.066895
	Iteration 50Q: 3 clusters Score -2986714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2986726.500000 Penalty: 4986.066895
	Iteration 51Q: 3 clusters Score -2986726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2986734.250000 Penalty: 4986.066895
	Iteration 52Q: 3 clusters Score -2986734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -2986743.000000 Penalty: 4986.066895
	Iteration 53Q: 3 clusters Score -2986743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2986744.000000 Penalty: 4986.066895
	Iteration 54Q: 3 clusters Score -2986744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2986758.000000 Penalty: 4986.066895
	Iteration 55Q: 3 clusters Score -2986758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2986770.250000 Penalty: 4986.066895
	Iteration 56Q: 3 clusters Score -2986770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2986775.500000 Penalty: 4986.066895
	Iteration 57Q: 3 clusters Score -2986776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2986782.000000 Penalty: 4986.066895
	Iteration 58Q: 3 clusters Score -2986782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2986790.000000 Penalty: 4986.066895
	Iteration 59Q: 3 clusters Score -2986790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2986792.000000 Penalty: 4986.066895
	Iteration 60F: 3 clusters Score -2986792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2986797.750000 Penalty: 4986.066895
	Iteration 61Q: 3 clusters Score -2986798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -2986801.000000 Penalty: 4986.066895
	Iteration 62Q: 3 clusters Score -2986801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2986810.000000 Penalty: 4986.066895
	Iteration 63Q: 3 clusters Score -2986810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -2986813.000000 Penalty: 4986.066895
	Iteration 64Q: 3 clusters Score -2986813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -2986816.000000 Penalty: 4986.066895
	Iteration 65Q: 3 clusters Score -2986816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2986820.250000 Penalty: 4986.066895
	Iteration 66Q: 3 clusters Score -2986820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2986822.750000 Penalty: 4986.066895
	Iteration 67Q: 3 clusters Score -2986823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2986823.250000 Penalty: 4986.066895
	Iteration 68Q: 3 clusters Score -2986823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2986821.250000 Penalty: 4986.066895
	Iteration 69Q: 3 clusters Score -2986821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2986825.250000 Penalty: 4986.066895
	Iteration 70Q: 3 clusters Score -2986825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -2986831.500000 Penalty: 4986.066895
	Iteration 71Q: 3 clusters Score -2986832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2986836.750000 Penalty: 4986.066895
	Iteration 72Q: 3 clusters Score -2986837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2986837.250000 Penalty: 4986.066895
	Iteration 73Q: 3 clusters Score -2986837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2986843.000000 Penalty: 4986.066895
	Iteration 74Q: 3 clusters Score -2986843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -2986845.000000 Penalty: 4986.066895
	Iteration 75Q: 3 clusters Score -2986845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -2986850.250000 Penalty: 4986.066895
	Iteration 76Q: 3 clusters Score -2986850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2986850.000000 Penalty: 4986.066895
	Iteration 77Q: 3 clusters Score -2986850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2986851.500000 Penalty: 4986.066895
	Iteration 78Q: 3 clusters Score -2986852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2986848.250000 Penalty: 4986.066895
	Iteration 79Q: 3 clusters Score -2986848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2986848.250000 Penalty: 4986.066895
	Iteration 80F: 3 clusters Score -2986848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Entering Unmasked Estep 
Score: -1141633.250000 Penalty: 2269.162109
	Iteration 0F: 2 clusters Score -1141633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1134361.750000 Penalty: 4538.324219
	Iteration 0F: 3 clusters Score -1134362 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1136458.250000 Penalty: 4538.324219
	Iteration 1F: 3 clusters Score -1136458 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1136790.750000 Penalty: 4538.324219
	Iteration 2F: 3 clusters Score -1136791 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1137061.750000 Penalty: 4538.324219
	Iteration 3F: 3 clusters Score -1137062 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1137289.875000 Penalty: 4538.324219
	Iteration 4Q: 3 clusters Score -1137290 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1137499.250000 Penalty: 4538.324219
	Iteration 5Q: 3 clusters Score -1137499 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1137706.375000 Penalty: 4538.324219
	Iteration 6Q: 3 clusters Score -1137706 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1137906.625000 Penalty: 4538.324219
	Iteration 7Q: 3 clusters Score -1137907 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1138053.875000 Penalty: 4538.324219
	Iteration 8Q: 3 clusters Score -1138054 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1138193.750000 Penalty: 4538.324219
	Iteration 9Q: 3 clusters Score -1138194 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1138311.250000 Penalty: 4538.324219
	Iteration 10Q: 3 clusters Score -1138311 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1138393.500000 Penalty: 4538.324219
	Iteration 11Q: 3 clusters Score -1138394 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1138470.750000 Penalty: 4538.324219
	Iteration 12Q: 3 clusters Score -1138471 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1138531.250000 Penalty: 4538.324219
	Iteration 13Q: 3 clusters Score -1138531 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1138599.500000 Penalty: 4538.324219
	Iteration 14Q: 3 clusters Score -1138600 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1138652.625000 Penalty: 4538.324219
	Iteration 15Q: 3 clusters Score -1138653 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1138692.750000 Penalty: 4538.324219
	Iteration 16Q: 3 clusters Score -1138693 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1138729.625000 Penalty: 4538.324219
	Iteration 17Q: 3 clusters Score -1138730 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1138757.625000 Penalty: 4538.324219
	Iteration 18Q: 3 clusters Score -1138758 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1138789.125000 Penalty: 4538.324219
	Iteration 19Q: 3 clusters Score -1138789 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1138821.500000 Penalty: 4538.324219
	Iteration 20F: 3 clusters Score -1138822 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1138844.750000 Penalty: 4538.324219
	Iteration 21Q: 3 clusters Score -1138845 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1138861.375000 Penalty: 4538.324219
	Iteration 22Q: 3 clusters Score -1138861 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1138881.000000 Penalty: 4538.324219
	Iteration 23Q: 3 clusters Score -1138881 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1138904.625000 Penalty: 4538.324219
	Iteration 24Q: 3 clusters Score -1138905 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1138929.625000 Penalty: 4538.324219
	Iteration 25Q: 3 clusters Score -1138930 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1138949.625000 Penalty: 4538.324219
	Iteration 26Q: 3 clusters Score -1138950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1138968.125000 Penalty: 4538.324219
	Iteration 27Q: 3 clusters Score -1138968 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1138998.875000 Penalty: 4538.324219
	Iteration 28Q: 3 clusters Score -1138999 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1139029.625000 Penalty: 4538.324219
	Iteration 29Q: 3 clusters Score -1139030 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1139073.125000 Penalty: 4538.324219
	Iteration 30Q: 3 clusters Score -1139073 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1139127.000000 Penalty: 4538.324219
	Iteration 31Q: 3 clusters Score -1139127 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1139204.875000 Penalty: 4538.324219
	Iteration 32Q: 3 clusters Score -1139205 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1139313.250000 Penalty: 4538.324219
	Iteration 33Q: 3 clusters Score -1139313 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1139429.750000 Penalty: 4538.324219
	Iteration 34Q: 3 clusters Score -1139430 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1139569.375000 Penalty: 4538.324219
	Iteration 35Q: 3 clusters Score -1139569 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1139740.000000 Penalty: 4538.324219
	Iteration 36Q: 3 clusters Score -1139740 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1139932.375000 Penalty: 4538.324219
	Iteration 37Q: 3 clusters Score -1139932 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1140111.375000 Penalty: 4538.324219
	Iteration 38Q: 3 clusters Score -1140111 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1140260.875000 Penalty: 4538.324219
	Iteration 39Q: 3 clusters Score -1140261 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1140418.625000 Penalty: 4538.324219
	Iteration 40F: 3 clusters Score -1140419 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1140637.250000 Penalty: 4538.324219
	Iteration 41Q: 3 clusters Score -1140637 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1140945.625000 Penalty: 4538.324219
	Iteration 42Q: 3 clusters Score -1140946 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1141169.500000 Penalty: 4538.324219
	Iteration 43Q: 3 clusters Score -1141170 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1141312.625000 Penalty: 4538.324219
	Iteration 44Q: 3 clusters Score -1141313 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1141392.125000 Penalty: 4538.324219
	Iteration 45Q: 3 clusters Score -1141392 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1141432.000000 Penalty: 4538.324219
	Iteration 46Q: 3 clusters Score -1141432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1141461.250000 Penalty: 4538.324219
	Iteration 47Q: 3 clusters Score -1141461 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1141479.750000 Penalty: 4538.324219
	Iteration 48Q: 3 clusters Score -1141480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1141494.125000 Penalty: 4538.324219
	Iteration 49Q: 3 clusters Score -1141494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1141503.250000 Penalty: 4538.324219
	Iteration 50Q: 3 clusters Score -1141503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1141510.500000 Penalty: 4538.324219
	Iteration 51Q: 3 clusters Score -1141510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1141512.875000 Penalty: 4538.324219
	Iteration 52Q: 3 clusters Score -1141513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1141516.250000 Penalty: 4538.324219
	Iteration 53Q: 3 clusters Score -1141516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1141520.500000 Penalty: 4538.324219
	Iteration 54Q: 3 clusters Score -1141520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1141523.875000 Penalty: 4538.324219
	Iteration 55Q: 3 clusters Score -1141524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1141528.250000 Penalty: 4538.324219
	Iteration 56Q: 3 clusters Score -1141528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1141530.625000 Penalty: 4538.324219
	Iteration 57Q: 3 clusters Score -1141531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1141532.625000 Penalty: 4538.324219
	Iteration 58Q: 3 clusters Score -1141533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1141534.125000 Penalty: 4538.324219
	Iteration 59Q: 3 clusters Score -1141534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1141532.375000 Penalty: 4538.324219
	Iteration 60F: 3 clusters Score -1141532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1141534.125000 Penalty: 4538.324219
	Iteration 61Q: 3 clusters Score -1141534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1141535.375000 Penalty: 4538.324219
	Iteration 62Q: 3 clusters Score -1141535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1141534.750000 Penalty: 4538.324219
	Iteration 63Q: 3 clusters Score -1141535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1141537.250000 Penalty: 4538.324219
	Iteration 64Q: 3 clusters Score -1141537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1141534.750000 Penalty: 4538.324219
	Iteration 65Q: 3 clusters Score -1141535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1141534.625000 Penalty: 4538.324219
	Iteration 66Q: 3 clusters Score -1141535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1141534.625000 Penalty: 4538.324219
	Iteration 67F: 3 clusters Score -1141535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (154358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154358 members 
Entering Unmasked Estep 
Score: -19749256.000000 Penalty: 2962.863525
	Iteration 0F: 2 clusters Score -1.974926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77552 members 
Mstep: Class 2 contains 76806 members 
Entering Unmasked Estep 
Score: -19649836.000000 Penalty: 5925.727051
	Iteration 0F: 3 clusters Score -1.964984e+07 nChanged 74044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 71728 members 
Entering Unmasked Estep 
Score: -19693296.000000 Penalty: 5925.727051
	Iteration 1F: 3 clusters Score -1.96933e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86005 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -19695102.000000 Penalty: 5925.727051
	Iteration 2Q: 3 clusters Score -1.96951e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91125 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -19697826.000000 Penalty: 5925.727051
	Iteration 3Q: 3 clusters Score -1.969783e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98636 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -19702400.000000 Penalty: 5925.727051
	Iteration 4F: 3 clusters Score -1.97024e+07 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -19710126.000000 Penalty: 5925.727051
	Iteration 5F: 3 clusters Score -1.971013e+07 nChanged 12798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121189 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -19720980.000000 Penalty: 5925.727051
	Iteration 6F: 3 clusters Score -1.972098e+07 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132291 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -19731614.000000 Penalty: 5925.727051
	Iteration 7F: 3 clusters Score -1.973161e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139995 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -19739128.000000 Penalty: 5925.727051
	Iteration 8F: 3 clusters Score -1.973913e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144361 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -19742864.000000 Penalty: 5925.727051
	Iteration 9Q: 3 clusters Score -1.974286e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146743 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -19744766.000000 Penalty: 5925.727051
	Iteration 10Q: 3 clusters Score -1.974477e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148253 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -19745806.000000 Penalty: 5925.727051
	Iteration 11Q: 3 clusters Score -1.974581e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149306 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -19746364.000000 Penalty: 5925.727051
	Iteration 12Q: 3 clusters Score -1.974636e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150085 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -19746678.000000 Penalty: 5925.727051
	Iteration 13Q: 3 clusters Score -1.974668e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150678 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -19746828.000000 Penalty: 5925.727051
	Iteration 14Q: 3 clusters Score -1.974683e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151165 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -19747002.000000 Penalty: 5925.727051
	Iteration 15Q: 3 clusters Score -1.9747e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151557 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -19747052.000000 Penalty: 5925.727051
	Iteration 16Q: 3 clusters Score -1.974705e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151839 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -19747046.000000 Penalty: 5925.727051
	Iteration 17Q: 3 clusters Score -1.974705e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152063 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -19747084.000000 Penalty: 5925.727051
	Iteration 18Q: 3 clusters Score -1.974708e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152244 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -19747088.000000 Penalty: 5925.727051
	Iteration 19Q: 3 clusters Score -1.974709e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152392 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -19747096.000000 Penalty: 5925.727051
	Iteration 20F: 3 clusters Score -1.97471e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152508 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -19747098.000000 Penalty: 5925.727051
	Iteration 21Q: 3 clusters Score -1.97471e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152611 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -19747114.000000 Penalty: 5925.727051
	Iteration 22Q: 3 clusters Score -1.974711e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152697 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -19747170.000000 Penalty: 5925.727051
	Iteration 23Q: 3 clusters Score -1.974717e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152755 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -19747180.000000 Penalty: 5925.727051
	Iteration 24Q: 3 clusters Score -1.974718e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152800 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19747184.000000 Penalty: 5925.727051
	Iteration 25Q: 3 clusters Score -1.974718e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152839 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -19747212.000000 Penalty: 5925.727051
	Iteration 26Q: 3 clusters Score -1.974721e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152873 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -19747186.000000 Penalty: 5925.727051
	Iteration 27Q: 3 clusters Score -1.974719e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152893 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -19747192.000000 Penalty: 5925.727051
	Iteration 28Q: 3 clusters Score -1.974719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152912 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -19747206.000000 Penalty: 5925.727051
	Iteration 29Q: 3 clusters Score -1.974721e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152932 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -19747202.000000 Penalty: 5925.727051
	Iteration 30Q: 3 clusters Score -1.97472e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152951 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -19747180.000000 Penalty: 5925.727051
	Iteration 31Q: 3 clusters Score -1.974718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152971 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -19747204.000000 Penalty: 5925.727051
	Iteration 32Q: 3 clusters Score -1.97472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152985 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -19747200.000000 Penalty: 5925.727051
	Iteration 33Q: 3 clusters Score -1.97472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152994 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -19747190.000000 Penalty: 5925.727051
	Iteration 34Q: 3 clusters Score -1.974719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153002 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -19747188.000000 Penalty: 5925.727051
	Iteration 35Q: 3 clusters Score -1.974719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153008 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -19747184.000000 Penalty: 5925.727051
	Iteration 36Q: 3 clusters Score -1.974718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153015 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -19747176.000000 Penalty: 5925.727051
	Iteration 37Q: 3 clusters Score -1.974718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153020 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -19747194.000000 Penalty: 5925.727051
	Iteration 38Q: 3 clusters Score -1.974719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -19747206.000000 Penalty: 5925.727051
	Iteration 39Q: 3 clusters Score -1.974721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153027 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -19747198.000000 Penalty: 5925.727051
	Iteration 40F: 3 clusters Score -1.97472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153031 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -19747188.000000 Penalty: 5925.727051
	Iteration 41Q: 3 clusters Score -1.974719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153034 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -19747206.000000 Penalty: 5925.727051
	Iteration 42Q: 3 clusters Score -1.974721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153038 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -19747192.000000 Penalty: 5925.727051
	Iteration 43Q: 3 clusters Score -1.974719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153040 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -19747196.000000 Penalty: 5925.727051
	Iteration 44Q: 3 clusters Score -1.97472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153042 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -19747194.000000 Penalty: 5925.727051
	Iteration 45Q: 3 clusters Score -1.974719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153042 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -19747194.000000 Penalty: 5925.727051
	Iteration 46F: 3 clusters Score -1.974719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (160675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160675 members 
Entering Unmasked Estep 
Score: -20631472.000000 Penalty: 2972.810303
	Iteration 0F: 2 clusters Score -2.063147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -20526204.000000 Penalty: 5945.620605
	Iteration 0F: 3 clusters Score -2.05262e+07 nChanged 77076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80665 members 
Mstep: Class 2 contains 80010 members 
Entering Unmasked Estep 
Score: -20570662.000000 Penalty: 5945.620605
	Iteration 1F: 3 clusters Score -2.057066e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80814 members 
Mstep: Class 2 contains 79861 members 
Entering Unmasked Estep 
Score: -20571210.000000 Penalty: 5945.620605
	Iteration 2Q: 3 clusters Score -2.057121e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 79480 members 
Entering Unmasked Estep 
Score: -20572020.000000 Penalty: 5945.620605
	Iteration 3Q: 3 clusters Score -2.057202e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81736 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -20572800.000000 Penalty: 5945.620605
	Iteration 4Q: 3 clusters Score -2.05728e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82650 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
Score: -20573430.000000 Penalty: 5945.620605
	Iteration 5Q: 3 clusters Score -2.057343e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84032 members 
Mstep: Class 2 contains 76643 members 
Entering Unmasked Estep 
Score: -20574160.000000 Penalty: 5945.620605
	Iteration 6Q: 3 clusters Score -2.057416e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86097 members 
Mstep: Class 2 contains 74578 members 
Entering Unmasked Estep 
Score: -20574914.000000 Penalty: 5945.620605
	Iteration 7Q: 3 clusters Score -2.057491e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89308 members 
Mstep: Class 2 contains 71367 members 
Entering Unmasked Estep 
Score: -20576212.000000 Penalty: 5945.620605
	Iteration 8Q: 3 clusters Score -2.057621e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94089 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -20578164.000000 Penalty: 5945.620605
	Iteration 9Q: 3 clusters Score -2.057816e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101067 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -20581398.000000 Penalty: 5945.620605
	Iteration 10Q: 3 clusters Score -2.05814e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110678 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -20587480.000000 Penalty: 5945.620605
	Iteration 11F: 3 clusters Score -2.058748e+07 nChanged 12089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122679 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -20596554.000000 Penalty: 5945.620605
	Iteration 12F: 3 clusters Score -2.059655e+07 nChanged 12788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135419 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -20607882.000000 Penalty: 5945.620605
	Iteration 13F: 3 clusters Score -2.060788e+07 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146234 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -20618176.000000 Penalty: 5945.620605
	Iteration 14F: 3 clusters Score -2.061818e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153569 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -20624516.000000 Penalty: 5945.620605
	Iteration 15Q: 3 clusters Score -2.062452e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157601 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -20627286.000000 Penalty: 5945.620605
	Iteration 16Q: 3 clusters Score -2.062729e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159356 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -20628234.000000 Penalty: 5945.620605
	Iteration 17Q: 3 clusters Score -2.062823e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160023 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -20628634.000000 Penalty: 5945.620605
	Iteration 18Q: 3 clusters Score -2.062863e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160237 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -20628766.000000 Penalty: 5945.620605
	Iteration 19Q: 3 clusters Score -2.062877e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160315 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -20628824.000000 Penalty: 5945.620605
	Iteration 20F: 3 clusters Score -2.062882e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160349 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -20628864.000000 Penalty: 5945.620605
	Iteration 21Q: 3 clusters Score -2.062886e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160376 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -20628924.000000 Penalty: 5945.620605
	Iteration 22Q: 3 clusters Score -2.062892e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160398 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -20628938.000000 Penalty: 5945.620605
	Iteration 23Q: 3 clusters Score -2.062894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160403 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -20628908.000000 Penalty: 5945.620605
	Iteration 24Q: 3 clusters Score -2.062891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160404 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20628914.000000 Penalty: 5945.620605
	Iteration 25Q: 3 clusters Score -2.062891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160405 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -20628918.000000 Penalty: 5945.620605
	Iteration 26Q: 3 clusters Score -2.062892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160405 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -20628918.000000 Penalty: 5945.620605
	Iteration 27F: 3 clusters Score -2.062892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -82844.085938 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -82844.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -81218.117188 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -81218.12 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -82019.429688 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -82019.43 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -82348.031250 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -82348.03 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -82587.898438 Penalty: 3328.419434
	Iteration 3F: 3 clusters Score -82587.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83025.132812 Penalty: 3328.419434
	Iteration 4F: 3 clusters Score -83025.13 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -83185.453125 Penalty: 3328.419434
	Iteration 5F: 3 clusters Score -83185.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83408.984375 Penalty: 3328.419434
	Iteration 6F: 3 clusters Score -83408.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -83602.976562 Penalty: 3328.419434
	Iteration 7F: 3 clusters Score -83602.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -83763.609375 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -83763.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -83805.882812 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -83805.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -83811.062500 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -83811.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -83827.820312 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -83827.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -83856.437500 Penalty: 3328.419434
	Iteration 12Q: 3 clusters Score -83856.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -83909.664062 Penalty: 3328.419434
	Iteration 13Q: 3 clusters Score -83909.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -83975.023438 Penalty: 3328.419434
	Iteration 14Q: 3 clusters Score -83975.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -84144.453125 Penalty: 3328.419434
	Iteration 15Q: 3 clusters Score -84144.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -84152.242188 Penalty: 3328.419434
	Iteration 16Q: 3 clusters Score -84152.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -84154.054688 Penalty: 3328.419434
	Iteration 17F: 3 clusters Score -84154.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -84163.687500 Penalty: 3328.419434
	Iteration 18Q: 3 clusters Score -84163.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -84168.937500 Penalty: 3328.419434
	Iteration 19Q: 3 clusters Score -84168.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -84178.703125 Penalty: 3328.419434
	Iteration 20F: 3 clusters Score -84178.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -84182.039062 Penalty: 3328.419434
	Iteration 21Q: 3 clusters Score -84182.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -84184.304688 Penalty: 3328.419434
	Iteration 22Q: 3 clusters Score -84184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -84190.015625 Penalty: 3328.419434
	Iteration 23Q: 3 clusters Score -84190.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -84204.125000 Penalty: 3328.419434
	Iteration 24Q: 3 clusters Score -84204.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -84224.773438 Penalty: 3328.419434
	Iteration 25Q: 3 clusters Score -84224.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -84256.250000 Penalty: 3328.419434
	Iteration 26Q: 3 clusters Score -84256.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -84267.460938 Penalty: 3328.419434
	Iteration 27Q: 3 clusters Score -84267.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -84267.460938 Penalty: 3328.419434
	Iteration 28F: 3 clusters Score -84267.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 64741 members 
Mstep: Class 3 contains 70167 members 
Mstep: Class 4 contains 112529 members 
Mstep: Class 5 contains 58256 members 
Mstep: Class 6 contains 71382 members 
Mstep: Class 7 contains 176262 members 
Mstep: Class 8 contains 142985 members 
Mstep: Class 9 contains 23215 members 
Mstep: Class 10 contains 9413 members 
Mstep: Class 11 contains 154358 members 
Mstep: Class 12 contains 160675 members 
Mstep: Class 13 contains 229 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 15 contains 152002 members 
Mstep: Class 16 contains 79630 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Mstep: Class 22 contains 592 members 
Entering Unmasked Estep 
Score: -161342144.000000 Penalty: 76770.804688
Splitting cluster 13 changes total score from -161342576.000000 to -161342144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Entering Unmasked Estep 
Score: -138896.328125 Penalty: 1761.419922
	Iteration 0F: 2 clusters Score -138896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -136900.250000 Penalty: 3522.839844
	Iteration 0F: 3 clusters Score -136900.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -137346.718750 Penalty: 3522.839844
	Iteration 1F: 3 clusters Score -137346.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -137541.781250 Penalty: 3522.839844
	Iteration 2F: 3 clusters Score -137541.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -137751.187500 Penalty: 3522.839844
	Iteration 3F: 3 clusters Score -137751.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -137914.000000 Penalty: 3522.839844
	Iteration 4F: 3 clusters Score -137914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -138084.328125 Penalty: 3522.839844
	Iteration 5F: 3 clusters Score -138084.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -138232.234375 Penalty: 3522.839844
	Iteration 6Q: 3 clusters Score -138232.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -138372.328125 Penalty: 3522.839844
	Iteration 7Q: 3 clusters Score -138372.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -138507.968750 Penalty: 3522.839844
	Iteration 8Q: 3 clusters Score -138508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138615.500000 Penalty: 3522.839844
	Iteration 9Q: 3 clusters Score -138615.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -138723.859375 Penalty: 3522.839844
	Iteration 10Q: 3 clusters Score -138723.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -138781.343750 Penalty: 3522.839844
	Iteration 11Q: 3 clusters Score -138781.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -138800.468750 Penalty: 3522.839844
	Iteration 12Q: 3 clusters Score -138800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -138807.531250 Penalty: 3522.839844
	Iteration 13Q: 3 clusters Score -138807.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -138808.187500 Penalty: 3522.839844
	Iteration 14Q: 3 clusters Score -138808.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -138808.187500 Penalty: 3522.839844
	Iteration 15F: 3 clusters Score -138808.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (152002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152002 members 
Entering Unmasked Estep 
Score: -19306284.000000 Penalty: 2959.049072
	Iteration 0F: 2 clusters Score -1.930628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 76083 members 
Entering Unmasked Estep 
Score: -19204768.000000 Penalty: 5918.098145
	Iteration 0F: 3 clusters Score -1.920477e+07 nChanged 72757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73142 members 
Mstep: Class 2 contains 78860 members 
Entering Unmasked Estep 
Score: -19246430.000000 Penalty: 5918.098145
	Iteration 1F: 3 clusters Score -1.924643e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -19247302.000000 Penalty: 5918.098145
	Iteration 2Q: 3 clusters Score -1.92473e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -19248482.000000 Penalty: 5918.098145
	Iteration 3Q: 3 clusters Score -1.924848e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 87489 members 
Entering Unmasked Estep 
Score: -19250616.000000 Penalty: 5918.098145
	Iteration 4Q: 3 clusters Score -1.925062e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 93584 members 
Entering Unmasked Estep 
Score: -19254426.000000 Penalty: 5918.098145
	Iteration 5F: 3 clusters Score -1.925443e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 102065 members 
Entering Unmasked Estep 
Score: -19261052.000000 Penalty: 5918.098145
	Iteration 6F: 3 clusters Score -1.926105e+07 nChanged 12449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 112622 members 
Entering Unmasked Estep 
Score: -19271066.000000 Penalty: 5918.098145
	Iteration 7F: 3 clusters Score -1.927107e+07 nChanged 13003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 123879 members 
Entering Unmasked Estep 
Score: -19283016.000000 Penalty: 5918.098145
	Iteration 8F: 3 clusters Score -1.928302e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 132782 members 
Entering Unmasked Estep 
Score: -19292648.000000 Penalty: 5918.098145
	Iteration 9F: 3 clusters Score -1.929265e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 137976 members 
Entering Unmasked Estep 
Score: -19298908.000000 Penalty: 5918.098145
	Iteration 10Q: 3 clusters Score -1.929891e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 140210 members 
Entering Unmasked Estep 
Score: -19302242.000000 Penalty: 5918.098145
	Iteration 11Q: 3 clusters Score -1.930224e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 141122 members 
Entering Unmasked Estep 
Score: -19303736.000000 Penalty: 5918.098145
	Iteration 12Q: 3 clusters Score -1.930374e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 141691 members 
Entering Unmasked Estep 
Score: -19304356.000000 Penalty: 5918.098145
	Iteration 13Q: 3 clusters Score -1.930436e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 142155 members 
Entering Unmasked Estep 
Score: -19304744.000000 Penalty: 5918.098145
	Iteration 14Q: 3 clusters Score -1.930474e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 142550 members 
Entering Unmasked Estep 
Score: -19304972.000000 Penalty: 5918.098145
	Iteration 15Q: 3 clusters Score -1.930497e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 142880 members 
Entering Unmasked Estep 
Score: -19305256.000000 Penalty: 5918.098145
	Iteration 16Q: 3 clusters Score -1.930526e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 143162 members 
Entering Unmasked Estep 
Score: -19305336.000000 Penalty: 5918.098145
	Iteration 17Q: 3 clusters Score -1.930534e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 143401 members 
Entering Unmasked Estep 
Score: -19305428.000000 Penalty: 5918.098145
	Iteration 18Q: 3 clusters Score -1.930543e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 143562 members 
Entering Unmasked Estep 
Score: -19305512.000000 Penalty: 5918.098145
	Iteration 19Q: 3 clusters Score -1.930551e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 143707 members 
Entering Unmasked Estep 
Score: -19305604.000000 Penalty: 5918.098145
	Iteration 20F: 3 clusters Score -1.93056e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 143822 members 
Entering Unmasked Estep 
Score: -19305668.000000 Penalty: 5918.098145
	Iteration 21Q: 3 clusters Score -1.930567e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 143941 members 
Entering Unmasked Estep 
Score: -19305700.000000 Penalty: 5918.098145
	Iteration 22Q: 3 clusters Score -1.93057e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 144034 members 
Entering Unmasked Estep 
Score: -19305702.000000 Penalty: 5918.098145
	Iteration 23Q: 3 clusters Score -1.93057e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 144110 members 
Entering Unmasked Estep 
Score: -19305720.000000 Penalty: 5918.098145
	Iteration 24Q: 3 clusters Score -1.930572e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 144181 members 
Entering Unmasked Estep 
Score: -19305722.000000 Penalty: 5918.098145
	Iteration 25Q: 3 clusters Score -1.930572e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 144245 members 
Entering Unmasked Estep 
Score: -19305764.000000 Penalty: 5918.098145
	Iteration 26Q: 3 clusters Score -1.930576e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 144295 members 
Entering Unmasked Estep 
Score: -19305768.000000 Penalty: 5918.098145
	Iteration 27Q: 3 clusters Score -1.930577e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 144359 members 
Entering Unmasked Estep 
Score: -19305774.000000 Penalty: 5918.098145
	Iteration 28Q: 3 clusters Score -1.930577e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 144417 members 
Entering Unmasked Estep 
Score: -19305808.000000 Penalty: 5918.098145
	Iteration 29Q: 3 clusters Score -1.930581e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 144465 members 
Entering Unmasked Estep 
Score: -19305816.000000 Penalty: 5918.098145
	Iteration 30Q: 3 clusters Score -1.930582e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 144510 members 
Entering Unmasked Estep 
Score: -19305818.000000 Penalty: 5918.098145
	Iteration 31Q: 3 clusters Score -1.930582e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 144569 members 
Entering Unmasked Estep 
Score: -19305810.000000 Penalty: 5918.098145
	Iteration 32Q: 3 clusters Score -1.930581e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 144624 members 
Entering Unmasked Estep 
Score: -19305806.000000 Penalty: 5918.098145
	Iteration 33Q: 3 clusters Score -1.930581e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 144665 members 
Entering Unmasked Estep 
Score: -19305798.000000 Penalty: 5918.098145
	Iteration 34Q: 3 clusters Score -1.93058e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 144704 members 
Entering Unmasked Estep 
Score: -19305844.000000 Penalty: 5918.098145
	Iteration 35Q: 3 clusters Score -1.930584e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 144746 members 
Entering Unmasked Estep 
Score: -19305866.000000 Penalty: 5918.098145
	Iteration 36Q: 3 clusters Score -1.930587e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 144801 members 
Entering Unmasked Estep 
Score: -19305846.000000 Penalty: 5918.098145
	Iteration 37Q: 3 clusters Score -1.930585e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 144836 members 
Entering Unmasked Estep 
Score: -19305854.000000 Penalty: 5918.098145
	Iteration 38Q: 3 clusters Score -1.930585e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 144882 members 
Entering Unmasked Estep 
Score: -19305838.000000 Penalty: 5918.098145
	Iteration 39Q: 3 clusters Score -1.930584e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 144921 members 
Entering Unmasked Estep 
Score: -19305848.000000 Penalty: 5918.098145
	Iteration 40F: 3 clusters Score -1.930585e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 144945 members 
Entering Unmasked Estep 
Score: -19305848.000000 Penalty: 5918.098145
	Iteration 41Q: 3 clusters Score -1.930585e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 144974 members 
Entering Unmasked Estep 
Score: -19305854.000000 Penalty: 5918.098145
	Iteration 42Q: 3 clusters Score -1.930585e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 145000 members 
Entering Unmasked Estep 
Score: -19305862.000000 Penalty: 5918.098145
	Iteration 43Q: 3 clusters Score -1.930586e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 145020 members 
Entering Unmasked Estep 
Score: -19305854.000000 Penalty: 5918.098145
	Iteration 44Q: 3 clusters Score -1.930585e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 145043 members 
Entering Unmasked Estep 
Score: -19305860.000000 Penalty: 5918.098145
	Iteration 45Q: 3 clusters Score -1.930586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 145056 members 
Entering Unmasked Estep 
Score: -19305850.000000 Penalty: 5918.098145
	Iteration 46Q: 3 clusters Score -1.930585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 145066 members 
Entering Unmasked Estep 
Score: -19305852.000000 Penalty: 5918.098145
	Iteration 47Q: 3 clusters Score -1.930585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 145079 members 
Entering Unmasked Estep 
Score: -19305846.000000 Penalty: 5918.098145
	Iteration 48Q: 3 clusters Score -1.930585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 145092 members 
Entering Unmasked Estep 
Score: -19305850.000000 Penalty: 5918.098145
	Iteration 49Q: 3 clusters Score -1.930585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 145102 members 
Entering Unmasked Estep 
Score: -19305848.000000 Penalty: 5918.098145
	Iteration 50Q: 3 clusters Score -1.930585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 145114 members 
Entering Unmasked Estep 
Score: -19305848.000000 Penalty: 5918.098145
	Iteration 51Q: 3 clusters Score -1.930585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 145119 members 
Entering Unmasked Estep 
Score: -19305846.000000 Penalty: 5918.098145
	Iteration 52Q: 3 clusters Score -1.930585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 145124 members 
Entering Unmasked Estep 
Score: -19305852.000000 Penalty: 5918.098145
	Iteration 53Q: 3 clusters Score -1.930585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 145126 members 
Entering Unmasked Estep 
Score: -19305844.000000 Penalty: 5918.098145
	Iteration 54Q: 3 clusters Score -1.930584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 145128 members 
Entering Unmasked Estep 
Score: -19305844.000000 Penalty: 5918.098145
	Iteration 55Q: 3 clusters Score -1.930584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 145130 members 
Entering Unmasked Estep 
Score: -19305840.000000 Penalty: 5918.098145
	Iteration 56Q: 3 clusters Score -1.930584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 145131 members 
Entering Unmasked Estep 
Score: -19305838.000000 Penalty: 5918.098145
	Iteration 57Q: 3 clusters Score -1.930584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 145131 members 
Entering Unmasked Estep 
Score: -19305838.000000 Penalty: 5918.098145
	Iteration 58F: 3 clusters Score -1.930584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79630 members 
Entering Unmasked Estep 
Score: -10089205.000000 Penalty: 2798.716064
	Iteration 0F: 2 clusters Score -1.00892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -10035953.000000 Penalty: 5597.432129
	Iteration 0F: 3 clusters Score -1.003595e+07 nChanged 37363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -10057055.000000 Penalty: 5597.432129
	Iteration 1F: 3 clusters Score -1.005706e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -10057587.000000 Penalty: 5597.432129
	Iteration 2Q: 3 clusters Score -1.005759e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -10058170.000000 Penalty: 5597.432129
	Iteration 3Q: 3 clusters Score -1.005817e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -10058753.000000 Penalty: 5597.432129
	Iteration 4Q: 3 clusters Score -1.005875e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -10059586.000000 Penalty: 5597.432129
	Iteration 5Q: 3 clusters Score -1.005959e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -10060675.000000 Penalty: 5597.432129
	Iteration 6Q: 3 clusters Score -1.006068e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -10062270.000000 Penalty: 5597.432129
	Iteration 7Q: 3 clusters Score -1.006227e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -10064312.000000 Penalty: 5597.432129
	Iteration 8Q: 3 clusters Score -1.006431e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -10066871.000000 Penalty: 5597.432129
	Iteration 9F: 3 clusters Score -1.006687e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -10069920.000000 Penalty: 5597.432129
	Iteration 10F: 3 clusters Score -1.006992e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -10073146.000000 Penalty: 5597.432129
	Iteration 11F: 3 clusters Score -1.007315e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -10075965.000000 Penalty: 5597.432129
	Iteration 12F: 3 clusters Score -1.007596e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -10077875.000000 Penalty: 5597.432129
	Iteration 13Q: 3 clusters Score -1.007788e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -10079029.000000 Penalty: 5597.432129
	Iteration 14Q: 3 clusters Score -1.007903e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -10079862.000000 Penalty: 5597.432129
	Iteration 15Q: 3 clusters Score -1.007986e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -10080708.000000 Penalty: 5597.432129
	Iteration 16Q: 3 clusters Score -1.008071e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -10081443.000000 Penalty: 5597.432129
	Iteration 17Q: 3 clusters Score -1.008144e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -10082085.000000 Penalty: 5597.432129
	Iteration 18Q: 3 clusters Score -1.008208e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -10082720.000000 Penalty: 5597.432129
	Iteration 19Q: 3 clusters Score -1.008272e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -10083152.000000 Penalty: 5597.432129
	Iteration 20F: 3 clusters Score -1.008315e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -10083543.000000 Penalty: 5597.432129
	Iteration 21Q: 3 clusters Score -1.008354e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -10083738.000000 Penalty: 5597.432129
	Iteration 22Q: 3 clusters Score -1.008374e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -10083928.000000 Penalty: 5597.432129
	Iteration 23Q: 3 clusters Score -1.008393e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -10084060.000000 Penalty: 5597.432129
	Iteration 24Q: 3 clusters Score -1.008406e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -10084135.000000 Penalty: 5597.432129
	Iteration 25Q: 3 clusters Score -1.008414e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -10084214.000000 Penalty: 5597.432129
	Iteration 26Q: 3 clusters Score -1.008421e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -10084297.000000 Penalty: 5597.432129
	Iteration 27Q: 3 clusters Score -1.00843e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -10084350.000000 Penalty: 5597.432129
	Iteration 28Q: 3 clusters Score -1.008435e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -10084401.000000 Penalty: 5597.432129
	Iteration 29Q: 3 clusters Score -1.00844e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -10084474.000000 Penalty: 5597.432129
	Iteration 30Q: 3 clusters Score -1.008447e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -10084524.000000 Penalty: 5597.432129
	Iteration 31Q: 3 clusters Score -1.008452e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -10084588.000000 Penalty: 5597.432129
	Iteration 32Q: 3 clusters Score -1.008459e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -10084658.000000 Penalty: 5597.432129
	Iteration 33Q: 3 clusters Score -1.008466e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -10084806.000000 Penalty: 5597.432129
	Iteration 34Q: 3 clusters Score -1.008481e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -10084912.000000 Penalty: 5597.432129
	Iteration 35Q: 3 clusters Score -1.008491e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -10084963.000000 Penalty: 5597.432129
	Iteration 36Q: 3 clusters Score -1.008496e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -10084969.000000 Penalty: 5597.432129
	Iteration 37Q: 3 clusters Score -1.008497e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -10085030.000000 Penalty: 5597.432129
	Iteration 38Q: 3 clusters Score -1.008503e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -10085054.000000 Penalty: 5597.432129
	Iteration 39Q: 3 clusters Score -1.008505e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -10085098.000000 Penalty: 5597.432129
	Iteration 40F: 3 clusters Score -1.00851e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -10085133.000000 Penalty: 5597.432129
	Iteration 41Q: 3 clusters Score -1.008513e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -10085155.000000 Penalty: 5597.432129
	Iteration 42Q: 3 clusters Score -1.008516e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -10085199.000000 Penalty: 5597.432129
	Iteration 43Q: 3 clusters Score -1.00852e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -10085257.000000 Penalty: 5597.432129
	Iteration 44Q: 3 clusters Score -1.008526e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -10085264.000000 Penalty: 5597.432129
	Iteration 45Q: 3 clusters Score -1.008526e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -10085248.000000 Penalty: 5597.432129
	Iteration 46Q: 3 clusters Score -1.008525e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -10085288.000000 Penalty: 5597.432129
	Iteration 47Q: 3 clusters Score -1.008529e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -10085301.000000 Penalty: 5597.432129
	Iteration 48Q: 3 clusters Score -1.00853e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -10085350.000000 Penalty: 5597.432129
	Iteration 49Q: 3 clusters Score -1.008535e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -10085327.000000 Penalty: 5597.432129
	Iteration 50Q: 3 clusters Score -1.008533e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -10085339.000000 Penalty: 5597.432129
	Iteration 51Q: 3 clusters Score -1.008534e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -10085372.000000 Penalty: 5597.432129
	Iteration 52Q: 3 clusters Score -1.008537e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -10085417.000000 Penalty: 5597.432129
	Iteration 53Q: 3 clusters Score -1.008542e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -10085399.000000 Penalty: 5597.432129
	Iteration 54Q: 3 clusters Score -1.00854e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 54931 members 
Entering Unmasked Estep 
Score: -10085389.000000 Penalty: 5597.432129
	Iteration 55Q: 3 clusters Score -1.008539e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -10085394.000000 Penalty: 5597.432129
	Iteration 56Q: 3 clusters Score -1.008539e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -10085383.000000 Penalty: 5597.432129
	Iteration 57Q: 3 clusters Score -1.008538e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 55088 members 
Entering Unmasked Estep 
Score: -10085373.000000 Penalty: 5597.432129
	Iteration 58Q: 3 clusters Score -1.008537e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 55135 members 
Entering Unmasked Estep 
Score: -10085375.000000 Penalty: 5597.432129
	Iteration 59Q: 3 clusters Score -1.008538e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -10085372.000000 Penalty: 5597.432129
	Iteration 60F: 3 clusters Score -1.008537e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -10085365.000000 Penalty: 5597.432129
	Iteration 61Q: 3 clusters Score -1.008536e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -10085370.000000 Penalty: 5597.432129
	Iteration 62Q: 3 clusters Score -1.008537e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -10085397.000000 Penalty: 5597.432129
	Iteration 63Q: 3 clusters Score -1.00854e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 55414 members 
Entering Unmasked Estep 
Score: -10085376.000000 Penalty: 5597.432129
	Iteration 64Q: 3 clusters Score -1.008538e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -10085391.000000 Penalty: 5597.432129
	Iteration 65Q: 3 clusters Score -1.008539e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -10085394.000000 Penalty: 5597.432129
	Iteration 66Q: 3 clusters Score -1.008539e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -10085388.000000 Penalty: 5597.432129
	Iteration 67Q: 3 clusters Score -1.008539e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -10085381.000000 Penalty: 5597.432129
	Iteration 68Q: 3 clusters Score -1.008538e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -10085383.000000 Penalty: 5597.432129
	Iteration 69Q: 3 clusters Score -1.008538e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -10085393.000000 Penalty: 5597.432129
	Iteration 70Q: 3 clusters Score -1.008539e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -10085391.000000 Penalty: 5597.432129
	Iteration 71Q: 3 clusters Score -1.008539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -10085379.000000 Penalty: 5597.432129
	Iteration 72Q: 3 clusters Score -1.008538e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -10085385.000000 Penalty: 5597.432129
	Iteration 73Q: 3 clusters Score -1.008538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -10085378.000000 Penalty: 5597.432129
	Iteration 74Q: 3 clusters Score -1.008538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -10085377.000000 Penalty: 5597.432129
	Iteration 75Q: 3 clusters Score -1.008538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -10085379.000000 Penalty: 5597.432129
	Iteration 76Q: 3 clusters Score -1.008538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 55769 members 
Entering Unmasked Estep 
Score: -10085380.000000 Penalty: 5597.432129
	Iteration 77Q: 3 clusters Score -1.008538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -10085385.000000 Penalty: 5597.432129
	Iteration 78Q: 3 clusters Score -1.008538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -10085377.000000 Penalty: 5597.432129
	Iteration 79Q: 3 clusters Score -1.008538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -10085373.000000 Penalty: 5597.432129
	Iteration 80F: 3 clusters Score -1.008537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -10085368.000000 Penalty: 5597.432129
	Iteration 81Q: 3 clusters Score -1.008537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -10085370.000000 Penalty: 5597.432129
	Iteration 82Q: 3 clusters Score -1.008537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -10085374.000000 Penalty: 5597.432129
	Iteration 83Q: 3 clusters Score -1.008537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -10085370.000000 Penalty: 5597.432129
	Iteration 84Q: 3 clusters Score -1.008537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -10085370.000000 Penalty: 5597.432129
	Iteration 85F: 3 clusters Score -1.008537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -81088.343750 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -81088.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79381.398438 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -79381.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80073.335938 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -80073.34 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -80576.929688 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -80576.93 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81300.601562 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -81300.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81686.289062 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -81686.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81752.429688 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -81752.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -81838.492188 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -81838.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -81889.359375 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -81889.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -81897.820312 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -81897.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -81899.898438 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -81899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -81899.898438 Penalty: 3312.457520
	Iteration 10F: 3 clusters Score -81899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 64741 members 
Mstep: Class 3 contains 70167 members 
Mstep: Class 4 contains 112529 members 
Mstep: Class 5 contains 58256 members 
Mstep: Class 6 contains 71382 members 
Mstep: Class 7 contains 176262 members 
Mstep: Class 8 contains 142985 members 
Mstep: Class 9 contains 23215 members 
Mstep: Class 10 contains 9413 members 
Mstep: Class 11 contains 154358 members 
Mstep: Class 12 contains 160675 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 15 contains 152002 members 
Mstep: Class 16 contains 79630 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Mstep: Class 22 contains 254 members 
Entering Unmasked Estep 
Score: -161341568.000000 Penalty: 76770.804688
Splitting cluster 17 changes total score from -161342576.000000 to -161341568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -250369.828125 Penalty: 1886.999878
	Iteration 0F: 2 clusters Score -250369.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -247711.375000 Penalty: 3773.999756
	Iteration 0F: 3 clusters Score -247711.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -248181.140625 Penalty: 3773.999756
	Iteration 1F: 3 clusters Score -248181.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -248316.593750 Penalty: 3773.999756
	Iteration 2F: 3 clusters Score -248316.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -248400.500000 Penalty: 3773.999756
	Iteration 3Q: 3 clusters Score -248400.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -248459.687500 Penalty: 3773.999756
	Iteration 4Q: 3 clusters Score -248459.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -248490.171875 Penalty: 3773.999756
	Iteration 5Q: 3 clusters Score -248490.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -248509.234375 Penalty: 3773.999756
	Iteration 6Q: 3 clusters Score -248509.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -248525.250000 Penalty: 3773.999756
	Iteration 7Q: 3 clusters Score -248525.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -248538.375000 Penalty: 3773.999756
	Iteration 8Q: 3 clusters Score -248538.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -248548.093750 Penalty: 3773.999756
	Iteration 9Q: 3 clusters Score -248548.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -248558.421875 Penalty: 3773.999756
	Iteration 10Q: 3 clusters Score -248558.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -248567.765625 Penalty: 3773.999756
	Iteration 11Q: 3 clusters Score -248567.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -248581.515625 Penalty: 3773.999756
	Iteration 12Q: 3 clusters Score -248581.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -248592.437500 Penalty: 3773.999756
	Iteration 13Q: 3 clusters Score -248592.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -248600.468750 Penalty: 3773.999756
	Iteration 14Q: 3 clusters Score -248600.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -248606.468750 Penalty: 3773.999756
	Iteration 15Q: 3 clusters Score -248606.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -248612.328125 Penalty: 3773.999756
	Iteration 16Q: 3 clusters Score -248612.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -248616.968750 Penalty: 3773.999756
	Iteration 17Q: 3 clusters Score -248617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -248619.593750 Penalty: 3773.999756
	Iteration 18Q: 3 clusters Score -248619.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -248621.234375 Penalty: 3773.999756
	Iteration 19Q: 3 clusters Score -248621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -248622.328125 Penalty: 3773.999756
	Iteration 20F: 3 clusters Score -248622.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -248624.546875 Penalty: 3773.999756
	Iteration 21Q: 3 clusters Score -248624.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -248628.171875 Penalty: 3773.999756
	Iteration 22Q: 3 clusters Score -248628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -248629.156250 Penalty: 3773.999756
	Iteration 23Q: 3 clusters Score -248629.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -248631.359375 Penalty: 3773.999756
	Iteration 24Q: 3 clusters Score -248631.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -248634.328125 Penalty: 3773.999756
	Iteration 25Q: 3 clusters Score -248634.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -248637.000000 Penalty: 3773.999756
	Iteration 26Q: 3 clusters Score -248637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -248638.171875 Penalty: 3773.999756
	Iteration 27Q: 3 clusters Score -248638.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -248638.468750 Penalty: 3773.999756
	Iteration 28Q: 3 clusters Score -248638.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -248640.015625 Penalty: 3773.999756
	Iteration 29Q: 3 clusters Score -248640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -248641.468750 Penalty: 3773.999756
	Iteration 30Q: 3 clusters Score -248641.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -248642.281250 Penalty: 3773.999756
	Iteration 31Q: 3 clusters Score -248642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -248642.281250 Penalty: 3773.999756
	Iteration 32F: 3 clusters Score -248642.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Entering Unmasked Estep 
Score: -853747.000000 Penalty: 2198.422119
	Iteration 0F: 2 clusters Score -853747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -847920.062500 Penalty: 4396.844238
	Iteration 0F: 3 clusters Score -847920.1 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -849486.562500 Penalty: 4396.844238
	Iteration 1F: 3 clusters Score -849486.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -849817.125000 Penalty: 4396.844238
	Iteration 2F: 3 clusters Score -849817.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -850155.250000 Penalty: 4396.844238
	Iteration 3F: 3 clusters Score -850155.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -850572.500000 Penalty: 4396.844238
	Iteration 4F: 3 clusters Score -850572.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -851040.500000 Penalty: 4396.844238
	Iteration 5F: 3 clusters Score -851040.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -851474.312500 Penalty: 4396.844238
	Iteration 6F: 3 clusters Score -851474.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -851811.125000 Penalty: 4396.844238
	Iteration 7F: 3 clusters Score -851811.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -852030.812500 Penalty: 4396.844238
	Iteration 8Q: 3 clusters Score -852030.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -852178.125000 Penalty: 4396.844238
	Iteration 9Q: 3 clusters Score -852178.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -852266.687500 Penalty: 4396.844238
	Iteration 10Q: 3 clusters Score -852266.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -852316.375000 Penalty: 4396.844238
	Iteration 11Q: 3 clusters Score -852316.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -852354.812500 Penalty: 4396.844238
	Iteration 12Q: 3 clusters Score -852354.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -852376.375000 Penalty: 4396.844238
	Iteration 13Q: 3 clusters Score -852376.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -852393.187500 Penalty: 4396.844238
	Iteration 14Q: 3 clusters Score -852393.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -852408.875000 Penalty: 4396.844238
	Iteration 15Q: 3 clusters Score -852408.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -852419.250000 Penalty: 4396.844238
	Iteration 16Q: 3 clusters Score -852419.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -852426.312500 Penalty: 4396.844238
	Iteration 17Q: 3 clusters Score -852426.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -852430.125000 Penalty: 4396.844238
	Iteration 18Q: 3 clusters Score -852430.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -852436.062500 Penalty: 4396.844238
	Iteration 19Q: 3 clusters Score -852436.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -852445.125000 Penalty: 4396.844238
	Iteration 20F: 3 clusters Score -852445.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -852452.187500 Penalty: 4396.844238
	Iteration 21Q: 3 clusters Score -852452.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -852457.062500 Penalty: 4396.844238
	Iteration 22Q: 3 clusters Score -852457.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -852460.375000 Penalty: 4396.844238
	Iteration 23Q: 3 clusters Score -852460.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -852465.687500 Penalty: 4396.844238
	Iteration 24Q: 3 clusters Score -852465.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -852466.875000 Penalty: 4396.844238
	Iteration 25Q: 3 clusters Score -852466.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -852466.937500 Penalty: 4396.844238
	Iteration 26Q: 3 clusters Score -852466.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -852469.125000 Penalty: 4396.844238
	Iteration 27Q: 3 clusters Score -852469.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -852470.312500 Penalty: 4396.844238
	Iteration 28Q: 3 clusters Score -852470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -852472.000000 Penalty: 4396.844238
	Iteration 29Q: 3 clusters Score -852472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -852470.812500 Penalty: 4396.844238
	Iteration 30Q: 3 clusters Score -852470.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -852470.812500 Penalty: 4396.844238
	Iteration 31F: 3 clusters Score -852470.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -62666.695312 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -62666.7 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 295 members 
Entering Unmasked Estep 
Score: -61094.789062 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -61094.79 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61540.257812 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -61540.26 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61802.519531 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -61802.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62127.242188 Penalty: 3193.917725
	Iteration 3F: 3 clusters Score -62127.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62265.390625 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -62265.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62301.382812 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -62301.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62364.410156 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -62364.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62462.796875 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -62462.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62643.070312 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -62643.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62845.589844 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -62845.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62976.449219 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -62976.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63102.492188 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -63102.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63171.746094 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -63171.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63220.554688 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -63220.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63320.042969 Penalty: 3193.917725
	Iteration 14Q: 3 clusters Score -63320.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63394.324219 Penalty: 3193.917725
	Iteration 15Q: 3 clusters Score -63394.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63440.078125 Penalty: 3193.917725
	Iteration 16Q: 3 clusters Score -63440.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63440.078125 Penalty: 3193.917725
	Iteration 17F: 3 clusters Score -63440.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 64741 members 
Mstep: Class 3 contains 70167 members 
Mstep: Class 4 contains 112529 members 
Mstep: Class 5 contains 58256 members 
Mstep: Class 6 contains 71382 members 
Mstep: Class 7 contains 176262 members 
Mstep: Class 8 contains 142985 members 
Mstep: Class 9 contains 23215 members 
Mstep: Class 10 contains 9413 members 
Mstep: Class 11 contains 154358 members 
Mstep: Class 12 contains 160675 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 15 contains 152002 members 
Mstep: Class 16 contains 79630 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 2124 members 
Mstep: Class 22 contains 300 members 
Entering Unmasked Estep 
Score: -161341504.000000 Penalty: 76770.804688
Splitting cluster 20 changes total score from -161342576.000000 to -161341504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Entering Unmasked Estep 
Score: -265658.062500 Penalty: 1899.942017
	Iteration 0F: 2 clusters Score -265658.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -262931.093750 Penalty: 3799.884033
	Iteration 0F: 3 clusters Score -262931.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -263438.562500 Penalty: 3799.884033
	Iteration 1F: 3 clusters Score -263438.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -263567.125000 Penalty: 3799.884033
	Iteration 2F: 3 clusters Score -263567.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -263635.562500 Penalty: 3799.884033
	Iteration 3Q: 3 clusters Score -263635.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -263688.406250 Penalty: 3799.884033
	Iteration 4Q: 3 clusters Score -263688.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -263734.781250 Penalty: 3799.884033
	Iteration 5Q: 3 clusters Score -263734.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -263757.375000 Penalty: 3799.884033
	Iteration 6Q: 3 clusters Score -263757.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -263773.218750 Penalty: 3799.884033
	Iteration 7Q: 3 clusters Score -263773.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -263789.687500 Penalty: 3799.884033
	Iteration 8Q: 3 clusters Score -263789.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -263802.437500 Penalty: 3799.884033
	Iteration 9Q: 3 clusters Score -263802.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -263812.218750 Penalty: 3799.884033
	Iteration 10Q: 3 clusters Score -263812.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -263819.281250 Penalty: 3799.884033
	Iteration 11Q: 3 clusters Score -263819.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -263824.218750 Penalty: 3799.884033
	Iteration 12Q: 3 clusters Score -263824.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -263826.812500 Penalty: 3799.884033
	Iteration 13Q: 3 clusters Score -263826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -263827.812500 Penalty: 3799.884033
	Iteration 14Q: 3 clusters Score -263827.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -263830.281250 Penalty: 3799.884033
	Iteration 15Q: 3 clusters Score -263830.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -263833.187500 Penalty: 3799.884033
	Iteration 16Q: 3 clusters Score -263833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -263834.187500 Penalty: 3799.884033
	Iteration 17Q: 3 clusters Score -263834.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -263835.312500 Penalty: 3799.884033
	Iteration 18Q: 3 clusters Score -263835.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -263836.187500 Penalty: 3799.884033
	Iteration 19Q: 3 clusters Score -263836.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -263837.468750 Penalty: 3799.884033
	Iteration 20F: 3 clusters Score -263837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -263838.312500 Penalty: 3799.884033
	Iteration 21Q: 3 clusters Score -263838.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -263839.437500 Penalty: 3799.884033
	Iteration 22Q: 3 clusters Score -263839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -263840.062500 Penalty: 3799.884033
	Iteration 23Q: 3 clusters Score -263840.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -263840.062500 Penalty: 3799.884033
	Iteration 24F: 3 clusters Score -263840.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 64741 members 
Mstep: Class 3 contains 70167 members 
Mstep: Class 4 contains 112529 members 
Mstep: Class 5 contains 58256 members 
Mstep: Class 6 contains 71382 members 
Mstep: Class 7 contains 176262 members 
Mstep: Class 8 contains 142985 members 
Mstep: Class 9 contains 23215 members 
Mstep: Class 10 contains 9413 members 
Mstep: Class 11 contains 154358 members 
Mstep: Class 12 contains 160675 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 15 contains 152002 members 
Mstep: Class 16 contains 79630 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342608.000000 Penalty: 73281.218750
Iteration 319Q: 22 clusters Score -1.613426e+08 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 64580 members 
Mstep: Class 3 contains 70029 members 
Mstep: Class 4 contains 112363 members 
Mstep: Class 5 contains 58672 members 
Mstep: Class 6 contains 71352 members 
Mstep: Class 7 contains 176172 members 
Mstep: Class 8 contains 143045 members 
Mstep: Class 9 contains 23209 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 154479 members 
Mstep: Class 12 contains 160784 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1216 members 
Mstep: Class 15 contains 151922 members 
Mstep: Class 16 contains 79622 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 7061 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342464.000000 Penalty: 73281.218750
Iteration 320F: 22 clusters Score -1.613425e+08 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 64395 members 
Mstep: Class 3 contains 69914 members 
Mstep: Class 4 contains 112171 members 
Mstep: Class 5 contains 59047 members 
Mstep: Class 6 contains 71341 members 
Mstep: Class 7 contains 175997 members 
Mstep: Class 8 contains 143110 members 
Mstep: Class 9 contains 23192 members 
Mstep: Class 10 contains 9392 members 
Mstep: Class 11 contains 154644 members 
Mstep: Class 12 contains 160910 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 15 contains 151922 members 
Mstep: Class 16 contains 79618 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 7040 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342832.000000 Penalty: 73281.218750
Iteration 321Q: 22 clusters Score -1.613428e+08 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 64205 members 
Mstep: Class 3 contains 69801 members 
Mstep: Class 4 contains 112026 members 
Mstep: Class 5 contains 59413 members 
Mstep: Class 6 contains 71316 members 
Mstep: Class 7 contains 175735 members 
Mstep: Class 8 contains 143196 members 
Mstep: Class 9 contains 23161 members 
Mstep: Class 10 contains 9386 members 
Mstep: Class 11 contains 154798 members 
Mstep: Class 12 contains 161020 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 152003 members 
Mstep: Class 16 contains 79614 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 7019 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342528.000000 Penalty: 73281.218750
Iteration 322Q: 22 clusters Score -1.613425e+08 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 64021 members 
Mstep: Class 3 contains 69708 members 
Mstep: Class 4 contains 111855 members 
Mstep: Class 5 contains 59778 members 
Mstep: Class 6 contains 71298 members 
Mstep: Class 7 contains 175431 members 
Mstep: Class 8 contains 143231 members 
Mstep: Class 9 contains 23149 members 
Mstep: Class 10 contains 9391 members 
Mstep: Class 11 contains 154971 members 
Mstep: Class 12 contains 161147 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1214 members 
Mstep: Class 15 contains 152118 members 
Mstep: Class 16 contains 79609 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 6984 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343104.000000 Penalty: 73281.218750
Iteration 323Q: 22 clusters Score -1.613431e+08 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63849 members 
Mstep: Class 3 contains 69610 members 
Mstep: Class 4 contains 111669 members 
Mstep: Class 5 contains 60107 members 
Mstep: Class 6 contains 71281 members 
Mstep: Class 7 contains 175091 members 
Mstep: Class 8 contains 143262 members 
Mstep: Class 9 contains 23130 members 
Mstep: Class 10 contains 9395 members 
Mstep: Class 11 contains 155089 members 
Mstep: Class 12 contains 161340 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 152317 members 
Mstep: Class 16 contains 79599 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343312.000000 Penalty: 73281.218750
Iteration 324Q: 22 clusters Score -1.613433e+08 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63680 members 
Mstep: Class 3 contains 69531 members 
Mstep: Class 4 contains 111490 members 
Mstep: Class 5 contains 60387 members 
Mstep: Class 6 contains 71279 members 
Mstep: Class 7 contains 174736 members 
Mstep: Class 8 contains 143303 members 
Mstep: Class 9 contains 23111 members 
Mstep: Class 10 contains 9395 members 
Mstep: Class 11 contains 155222 members 
Mstep: Class 12 contains 161492 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1214 members 
Mstep: Class 15 contains 152540 members 
Mstep: Class 16 contains 79606 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 6919 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343376.000000 Penalty: 73281.218750
Iteration 325Q: 22 clusters Score -1.613434e+08 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63534 members 
Mstep: Class 3 contains 69435 members 
Mstep: Class 4 contains 111341 members 
Mstep: Class 5 contains 60635 members 
Mstep: Class 6 contains 71279 members 
Mstep: Class 7 contains 174346 members 
Mstep: Class 8 contains 143350 members 
Mstep: Class 9 contains 23103 members 
Mstep: Class 10 contains 9391 members 
Mstep: Class 11 contains 155299 members 
Mstep: Class 12 contains 161659 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1214 members 
Mstep: Class 15 contains 152804 members 
Mstep: Class 16 contains 79625 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 6889 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343424.000000 Penalty: 73281.218750
Iteration 326Q: 22 clusters Score -1.613434e+08 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63360 members 
Mstep: Class 3 contains 69360 members 
Mstep: Class 4 contains 111174 members 
Mstep: Class 5 contains 60867 members 
Mstep: Class 6 contains 71270 members 
Mstep: Class 7 contains 173939 members 
Mstep: Class 8 contains 143380 members 
Mstep: Class 9 contains 23099 members 
Mstep: Class 10 contains 9392 members 
Mstep: Class 11 contains 155393 members 
Mstep: Class 12 contains 161847 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 153125 members 
Mstep: Class 16 contains 79625 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 6860 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343552.000000 Penalty: 73281.218750
Iteration 327Q: 22 clusters Score -1.613436e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63206 members 
Mstep: Class 3 contains 69297 members 
Mstep: Class 4 contains 111048 members 
Mstep: Class 5 contains 61082 members 
Mstep: Class 6 contains 71260 members 
Mstep: Class 7 contains 173511 members 
Mstep: Class 8 contains 143443 members 
Mstep: Class 9 contains 23084 members 
Mstep: Class 10 contains 9387 members 
Mstep: Class 11 contains 155433 members 
Mstep: Class 12 contains 162039 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 153439 members 
Mstep: Class 16 contains 79626 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 6837 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343504.000000 Penalty: 73281.218750
Iteration 328Q: 22 clusters Score -1.613435e+08 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63044 members 
Mstep: Class 3 contains 69266 members 
Mstep: Class 4 contains 110890 members 
Mstep: Class 5 contains 61258 members 
Mstep: Class 6 contains 71260 members 
Mstep: Class 7 contains 173033 members 
Mstep: Class 8 contains 143469 members 
Mstep: Class 9 contains 23060 members 
Mstep: Class 10 contains 9381 members 
Mstep: Class 11 contains 155503 members 
Mstep: Class 12 contains 162276 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 153825 members 
Mstep: Class 16 contains 79613 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6814 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343424.000000 Penalty: 73281.218750
Iteration 329Q: 22 clusters Score -1.613434e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 62894 members 
Mstep: Class 3 contains 69240 members 
Mstep: Class 4 contains 110747 members 
Mstep: Class 5 contains 61412 members 
Mstep: Class 6 contains 71271 members 
Mstep: Class 7 contains 172526 members 
Mstep: Class 8 contains 143519 members 
Mstep: Class 9 contains 23032 members 
Mstep: Class 10 contains 9371 members 
Mstep: Class 11 contains 155562 members 
Mstep: Class 12 contains 162506 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 154215 members 
Mstep: Class 16 contains 79604 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6794 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343360.000000 Penalty: 73281.218750
Iteration 330Q: 22 clusters Score -1.613434e+08 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 62734 members 
Mstep: Class 3 contains 69204 members 
Mstep: Class 4 contains 110626 members 
Mstep: Class 5 contains 61551 members 
Mstep: Class 6 contains 71274 members 
Mstep: Class 7 contains 172024 members 
Mstep: Class 8 contains 143573 members 
Mstep: Class 9 contains 23017 members 
Mstep: Class 10 contains 9371 members 
Mstep: Class 11 contains 155620 members 
Mstep: Class 12 contains 162684 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 154634 members 
Mstep: Class 16 contains 79604 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6777 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343536.000000 Penalty: 73281.218750
Iteration 331Q: 22 clusters Score -1.613435e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 62588 members 
Mstep: Class 3 contains 69169 members 
Mstep: Class 4 contains 110528 members 
Mstep: Class 5 contains 61693 members 
Mstep: Class 6 contains 71273 members 
Mstep: Class 7 contains 171525 members 
Mstep: Class 8 contains 143613 members 
Mstep: Class 9 contains 22994 members 
Mstep: Class 10 contains 9366 members 
Mstep: Class 11 contains 155657 members 
Mstep: Class 12 contains 162865 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 155052 members 
Mstep: Class 16 contains 79612 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6758 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343600.000000 Penalty: 73281.218750
Iteration 332Q: 22 clusters Score -1.613436e+08 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 62481 members 
Mstep: Class 3 contains 69148 members 
Mstep: Class 4 contains 110439 members 
Mstep: Class 5 contains 61827 members 
Mstep: Class 6 contains 71289 members 
Mstep: Class 7 contains 171030 members 
Mstep: Class 8 contains 143632 members 
Mstep: Class 9 contains 22964 members 
Mstep: Class 10 contains 9360 members 
Mstep: Class 11 contains 155681 members 
Mstep: Class 12 contains 163008 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 155476 members 
Mstep: Class 16 contains 79619 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6739 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343696.000000 Penalty: 73281.218750
Iteration 333Q: 22 clusters Score -1.613437e+08 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 62377 members 
Mstep: Class 3 contains 69139 members 
Mstep: Class 4 contains 110373 members 
Mstep: Class 5 contains 61962 members 
Mstep: Class 6 contains 71291 members 
Mstep: Class 7 contains 170514 members 
Mstep: Class 8 contains 143655 members 
Mstep: Class 9 contains 22946 members 
Mstep: Class 10 contains 9355 members 
Mstep: Class 11 contains 155691 members 
Mstep: Class 12 contains 163113 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 155941 members 
Mstep: Class 16 contains 79611 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343680.000000 Penalty: 73281.218750
Iteration 334Q: 22 clusters Score -1.613437e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 62266 members 
Mstep: Class 3 contains 69098 members 
Mstep: Class 4 contains 110308 members 
Mstep: Class 5 contains 62084 members 
Mstep: Class 6 contains 71297 members 
Mstep: Class 7 contains 170049 members 
Mstep: Class 8 contains 143681 members 
Mstep: Class 9 contains 22922 members 
Mstep: Class 10 contains 9352 members 
Mstep: Class 11 contains 155659 members 
Mstep: Class 12 contains 163231 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 156426 members 
Mstep: Class 16 contains 79607 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6713 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343840.000000 Penalty: 73281.218750
Iteration 335Q: 22 clusters Score -1.613438e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 62175 members 
Mstep: Class 3 contains 69079 members 
Mstep: Class 4 contains 110274 members 
Mstep: Class 5 contains 62203 members 
Mstep: Class 6 contains 71318 members 
Mstep: Class 7 contains 169601 members 
Mstep: Class 8 contains 143710 members 
Mstep: Class 9 contains 22892 members 
Mstep: Class 10 contains 9356 members 
Mstep: Class 11 contains 155619 members 
Mstep: Class 12 contains 163259 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 156902 members 
Mstep: Class 16 contains 79603 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6702 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343760.000000 Penalty: 73281.218750
Iteration 336Q: 22 clusters Score -1.613438e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 62075 members 
Mstep: Class 3 contains 69048 members 
Mstep: Class 4 contains 110234 members 
Mstep: Class 5 contains 62313 members 
Mstep: Class 6 contains 71328 members 
Mstep: Class 7 contains 169172 members 
Mstep: Class 8 contains 143744 members 
Mstep: Class 9 contains 22858 members 
Mstep: Class 10 contains 9349 members 
Mstep: Class 11 contains 155566 members 
Mstep: Class 12 contains 163305 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 157402 members 
Mstep: Class 16 contains 79605 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6694 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343536.000000 Penalty: 73281.218750
Iteration 337Q: 22 clusters Score -1.613435e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 61957 members 
Mstep: Class 3 contains 69030 members 
Mstep: Class 4 contains 110175 members 
Mstep: Class 5 contains 62388 members 
Mstep: Class 6 contains 71345 members 
Mstep: Class 7 contains 168792 members 
Mstep: Class 8 contains 143769 members 
Mstep: Class 9 contains 22834 members 
Mstep: Class 10 contains 9355 members 
Mstep: Class 11 contains 155500 members 
Mstep: Class 12 contains 163343 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 157907 members 
Mstep: Class 16 contains 79613 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343600.000000 Penalty: 73281.218750
Iteration 338Q: 22 clusters Score -1.613436e+08 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 61843 members 
Mstep: Class 3 contains 69018 members 
Mstep: Class 4 contains 110124 members 
Mstep: Class 5 contains 62461 members 
Mstep: Class 6 contains 71379 members 
Mstep: Class 7 contains 168407 members 
Mstep: Class 8 contains 143801 members 
Mstep: Class 9 contains 22814 members 
Mstep: Class 10 contains 9357 members 
Mstep: Class 11 contains 155390 members 
Mstep: Class 12 contains 163365 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 158466 members 
Mstep: Class 16 contains 79593 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6676 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343472.000000 Penalty: 73281.218750
Iteration 339Q: 22 clusters Score -1.613435e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 61706 members 
Mstep: Class 3 contains 69016 members 
Mstep: Class 4 contains 110050 members 
Mstep: Class 5 contains 62512 members 
Mstep: Class 6 contains 71406 members 
Mstep: Class 7 contains 168068 members 
Mstep: Class 8 contains 143834 members 
Mstep: Class 9 contains 22794 members 
Mstep: Class 10 contains 9353 members 
Mstep: Class 11 contains 155265 members 
Mstep: Class 12 contains 163364 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 159068 members 
Mstep: Class 16 contains 79591 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6667 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343792.000000 Penalty: 73281.218750
Iteration 340F: 22 clusters Score -1.613438e+08 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 61568 members 
Mstep: Class 3 contains 69013 members 
Mstep: Class 4 contains 109993 members 
Mstep: Class 5 contains 62560 members 
Mstep: Class 6 contains 71431 members 
Mstep: Class 7 contains 167778 members 
Mstep: Class 8 contains 143881 members 
Mstep: Class 9 contains 22767 members 
Mstep: Class 10 contains 9351 members 
Mstep: Class 11 contains 155151 members 
Mstep: Class 12 contains 163289 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 159652 members 
Mstep: Class 16 contains 79600 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6660 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343744.000000 Penalty: 73281.218750
Iteration 341Q: 22 clusters Score -1.613437e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 61471 members 
Mstep: Class 3 contains 68989 members 
Mstep: Class 4 contains 109936 members 
Mstep: Class 5 contains 62596 members 
Mstep: Class 6 contains 71457 members 
Mstep: Class 7 contains 167491 members 
Mstep: Class 8 contains 143920 members 
Mstep: Class 9 contains 22731 members 
Mstep: Class 10 contains 9351 members 
Mstep: Class 11 contains 155055 members 
Mstep: Class 12 contains 163272 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 160179 members 
Mstep: Class 16 contains 79588 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6657 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343776.000000 Penalty: 73281.218750
Iteration 342Q: 22 clusters Score -1.613438e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 61361 members 
Mstep: Class 3 contains 68978 members 
Mstep: Class 4 contains 109889 members 
Mstep: Class 5 contains 62647 members 
Mstep: Class 6 contains 71465 members 
Mstep: Class 7 contains 167212 members 
Mstep: Class 8 contains 143958 members 
Mstep: Class 9 contains 22690 members 
Mstep: Class 10 contains 9353 members 
Mstep: Class 11 contains 154988 members 
Mstep: Class 12 contains 163310 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 160613 members 
Mstep: Class 16 contains 79575 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6654 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343872.000000 Penalty: 73281.218750
Iteration 343Q: 22 clusters Score -1.613439e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 61249 members 
Mstep: Class 3 contains 68978 members 
Mstep: Class 4 contains 109861 members 
Mstep: Class 5 contains 62677 members 
Mstep: Class 6 contains 71480 members 
Mstep: Class 7 contains 166978 members 
Mstep: Class 8 contains 143980 members 
Mstep: Class 9 contains 22653 members 
Mstep: Class 10 contains 9355 members 
Mstep: Class 11 contains 154895 members 
Mstep: Class 12 contains 163347 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 161026 members 
Mstep: Class 16 contains 79563 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6652 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343968.000000 Penalty: 73281.218750
Iteration 344Q: 22 clusters Score -1.61344e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 61133 members 
Mstep: Class 3 contains 68960 members 
Mstep: Class 4 contains 109817 members 
Mstep: Class 5 contains 62708 members 
Mstep: Class 6 contains 71499 members 
Mstep: Class 7 contains 166759 members 
Mstep: Class 8 contains 143981 members 
Mstep: Class 9 contains 22611 members 
Mstep: Class 10 contains 9350 members 
Mstep: Class 11 contains 154849 members 
Mstep: Class 12 contains 163378 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 161440 members 
Mstep: Class 16 contains 79557 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6651 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343728.000000 Penalty: 73281.218750
Iteration 345Q: 22 clusters Score -1.613437e+08 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 61033 members 
Mstep: Class 3 contains 68962 members 
Mstep: Class 4 contains 109753 members 
Mstep: Class 5 contains 62731 members 
Mstep: Class 6 contains 71513 members 
Mstep: Class 7 contains 166539 members 
Mstep: Class 8 contains 143994 members 
Mstep: Class 9 contains 22575 members 
Mstep: Class 10 contains 9350 members 
Mstep: Class 11 contains 154816 members 
Mstep: Class 12 contains 163375 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 161847 members 
Mstep: Class 16 contains 79556 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6649 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343872.000000 Penalty: 73281.218750
Iteration 346Q: 22 clusters Score -1.613439e+08 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60954 members 
Mstep: Class 3 contains 68970 members 
Mstep: Class 4 contains 109684 members 
Mstep: Class 5 contains 62749 members 
Mstep: Class 6 contains 71521 members 
Mstep: Class 7 contains 166318 members 
Mstep: Class 8 contains 144019 members 
Mstep: Class 9 contains 22559 members 
Mstep: Class 10 contains 9347 members 
Mstep: Class 11 contains 154783 members 
Mstep: Class 12 contains 163400 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 162198 members 
Mstep: Class 16 contains 79545 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6646 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343504.000000 Penalty: 73281.218750
Iteration 347Q: 22 clusters Score -1.613435e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60865 members 
Mstep: Class 3 contains 68991 members 
Mstep: Class 4 contains 109641 members 
Mstep: Class 5 contains 62773 members 
Mstep: Class 6 contains 71544 members 
Mstep: Class 7 contains 166083 members 
Mstep: Class 8 contains 144023 members 
Mstep: Class 9 contains 22546 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 154733 members 
Mstep: Class 12 contains 163435 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 162530 members 
Mstep: Class 16 contains 79539 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6644 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344000.000000 Penalty: 73281.218750
Iteration 348Q: 22 clusters Score -1.61344e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60778 members 
Mstep: Class 3 contains 69014 members 
Mstep: Class 4 contains 109606 members 
Mstep: Class 5 contains 62798 members 
Mstep: Class 6 contains 71557 members 
Mstep: Class 7 contains 165874 members 
Mstep: Class 8 contains 144029 members 
Mstep: Class 9 contains 22523 members 
Mstep: Class 10 contains 9349 members 
Mstep: Class 11 contains 154708 members 
Mstep: Class 12 contains 163457 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 162818 members 
Mstep: Class 16 contains 79538 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6642 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344064.000000 Penalty: 73281.218750
Iteration 349Q: 22 clusters Score -1.613441e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60716 members 
Mstep: Class 3 contains 69019 members 
Mstep: Class 4 contains 109576 members 
Mstep: Class 5 contains 62837 members 
Mstep: Class 6 contains 71572 members 
Mstep: Class 7 contains 165683 members 
Mstep: Class 8 contains 144038 members 
Mstep: Class 9 contains 22502 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 154711 members 
Mstep: Class 12 contains 163489 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 163022 members 
Mstep: Class 16 contains 79542 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6640 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343936.000000 Penalty: 73281.218750
Iteration 350Q: 22 clusters Score -1.613439e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60649 members 
Mstep: Class 3 contains 69025 members 
Mstep: Class 4 contains 109555 members 
Mstep: Class 5 contains 62866 members 
Mstep: Class 6 contains 71605 members 
Mstep: Class 7 contains 165521 members 
Mstep: Class 8 contains 144066 members 
Mstep: Class 9 contains 22479 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 154703 members 
Mstep: Class 12 contains 163536 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 163162 members 
Mstep: Class 16 contains 79543 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6635 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343840.000000 Penalty: 73281.218750
Iteration 351Q: 22 clusters Score -1.613438e+08 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60583 members 
Mstep: Class 3 contains 69024 members 
Mstep: Class 4 contains 109516 members 
Mstep: Class 5 contains 62907 members 
Mstep: Class 6 contains 71622 members 
Mstep: Class 7 contains 165327 members 
Mstep: Class 8 contains 144090 members 
Mstep: Class 9 contains 22459 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 154716 members 
Mstep: Class 12 contains 163640 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 163286 members 
Mstep: Class 16 contains 79542 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6633 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343696.000000 Penalty: 73281.218750
Iteration 352Q: 22 clusters Score -1.613437e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60523 members 
Mstep: Class 3 contains 69019 members 
Mstep: Class 4 contains 109479 members 
Mstep: Class 5 contains 62945 members 
Mstep: Class 6 contains 71647 members 
Mstep: Class 7 contains 165169 members 
Mstep: Class 8 contains 144100 members 
Mstep: Class 9 contains 22453 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 154722 members 
Mstep: Class 12 contains 163732 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 163365 members 
Mstep: Class 16 contains 79561 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6630 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343424.000000 Penalty: 73281.218750
Iteration 353Q: 22 clusters Score -1.613434e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60464 members 
Mstep: Class 3 contains 69014 members 
Mstep: Class 4 contains 109454 members 
Mstep: Class 5 contains 62981 members 
Mstep: Class 6 contains 71674 members 
Mstep: Class 7 contains 165026 members 
Mstep: Class 8 contains 144128 members 
Mstep: Class 9 contains 22450 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 154721 members 
Mstep: Class 12 contains 163834 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 163420 members 
Mstep: Class 16 contains 79554 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 6626 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343296.000000 Penalty: 73281.218750
Iteration 354Q: 22 clusters Score -1.613433e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60423 members 
Mstep: Class 3 contains 69035 members 
Mstep: Class 4 contains 109419 members 
Mstep: Class 5 contains 63001 members 
Mstep: Class 6 contains 71701 members 
Mstep: Class 7 contains 164867 members 
Mstep: Class 8 contains 144163 members 
Mstep: Class 9 contains 22430 members 
Mstep: Class 10 contains 9341 members 
Mstep: Class 11 contains 154702 members 
Mstep: Class 12 contains 163957 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 163482 members 
Mstep: Class 16 contains 79545 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 6624 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343344.000000 Penalty: 73281.218750
Iteration 355Q: 22 clusters Score -1.613433e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60386 members 
Mstep: Class 3 contains 69058 members 
Mstep: Class 4 contains 109416 members 
Mstep: Class 5 contains 63046 members 
Mstep: Class 6 contains 71721 members 
Mstep: Class 7 contains 164733 members 
Mstep: Class 8 contains 144204 members 
Mstep: Class 9 contains 22428 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 154627 members 
Mstep: Class 12 contains 164042 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 163531 members 
Mstep: Class 16 contains 79533 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 6621 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343248.000000 Penalty: 73281.218750
Iteration 356Q: 22 clusters Score -1.613432e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60342 members 
Mstep: Class 3 contains 69090 members 
Mstep: Class 4 contains 109410 members 
Mstep: Class 5 contains 63070 members 
Mstep: Class 6 contains 71733 members 
Mstep: Class 7 contains 164670 members 
Mstep: Class 8 contains 144222 members 
Mstep: Class 9 contains 22411 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 154591 members 
Mstep: Class 12 contains 164120 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 163557 members 
Mstep: Class 16 contains 79513 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 6619 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343312.000000 Penalty: 73281.218750
Iteration 357Q: 22 clusters Score -1.613433e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60290 members 
Mstep: Class 3 contains 69130 members 
Mstep: Class 4 contains 109399 members 
Mstep: Class 5 contains 63106 members 
Mstep: Class 6 contains 71755 members 
Mstep: Class 7 contains 164641 members 
Mstep: Class 8 contains 144237 members 
Mstep: Class 9 contains 22398 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 154586 members 
Mstep: Class 12 contains 164148 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 163528 members 
Mstep: Class 16 contains 79514 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6616 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343360.000000 Penalty: 73281.218750
Iteration 358Q: 22 clusters Score -1.613434e+08 nChanged 1256
Entering ConstructFrom: 
Score: -161343360.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -69546.132812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -69546.13 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 314 members 
Entering Unmasked Estep 
Score: -67947.398438 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -67947.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68522.937500 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -68522.94 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68905.273438 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -68905.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -69196.101562 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -69196.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -69342.101562 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -69342.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -69465.507812 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -69465.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69524.460938 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -69524.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69600.203125 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -69600.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -69732.195312 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -69732.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69899.039062 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -69899.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69990.359375 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -69990.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -70146.820312 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -70146.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -70237.570312 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -70237.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -70244.179688 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -70244.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70248.601562 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -70248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70257.750000 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -70257.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70257.750000 Penalty: 3220.151123
	Iteration 16F: 3 clusters Score -70257.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 60240 members 
Mstep: Class 3 contains 69163 members 
Mstep: Class 4 contains 109410 members 
Mstep: Class 5 contains 63160 members 
Mstep: Class 6 contains 71768 members 
Mstep: Class 7 contains 164575 members 
Mstep: Class 8 contains 144239 members 
Mstep: Class 9 contains 22375 members 
Mstep: Class 10 contains 9347 members 
Mstep: Class 11 contains 154583 members 
Mstep: Class 12 contains 164233 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 163477 members 
Mstep: Class 16 contains 79509 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6615 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Mstep: Class 22 contains 256 members 
Entering Unmasked Estep 
Score: -161342416.000000 Penalty: 76770.804688
Splitting cluster 1 changes total score from -161343360.000000 to -161342416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (60240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Entering Unmasked Estep 
Score: -7693670.000000 Penalty: 2729.510742
	Iteration 0F: 2 clusters Score -7693670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -7653124.000000 Penalty: 5459.021484
	Iteration 0F: 3 clusters Score -7653124 nChanged 28241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -7668696.000000 Penalty: 5459.021484
	Iteration 1F: 3 clusters Score -7668696 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -7669462.500000 Penalty: 5459.021484
	Iteration 2Q: 3 clusters Score -7669462 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -7670321.000000 Penalty: 5459.021484
	Iteration 3Q: 3 clusters Score -7670321 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -7671334.000000 Penalty: 5459.021484
	Iteration 4Q: 3 clusters Score -7671334 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -7672687.000000 Penalty: 5459.021484
	Iteration 5Q: 3 clusters Score -7672687 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -7674445.000000 Penalty: 5459.021484
	Iteration 6Q: 3 clusters Score -7674445 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -7676591.000000 Penalty: 5459.021484
	Iteration 7F: 3 clusters Score -7676591 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -7679013.000000 Penalty: 5459.021484
	Iteration 8F: 3 clusters Score -7679013 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -7681546.500000 Penalty: 5459.021484
	Iteration 9F: 3 clusters Score -7681546 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -7683795.500000 Penalty: 5459.021484
	Iteration 10F: 3 clusters Score -7683796 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -7685572.500000 Penalty: 5459.021484
	Iteration 11Q: 3 clusters Score -7685572 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -7687037.000000 Penalty: 5459.021484
	Iteration 12Q: 3 clusters Score -7687037 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -7688124.500000 Penalty: 5459.021484
	Iteration 13Q: 3 clusters Score -7688124 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -7688915.000000 Penalty: 5459.021484
	Iteration 14Q: 3 clusters Score -7688915 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -7689599.500000 Penalty: 5459.021484
	Iteration 15Q: 3 clusters Score -7689600 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -7690064.500000 Penalty: 5459.021484
	Iteration 16Q: 3 clusters Score -7690064 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -7690398.500000 Penalty: 5459.021484
	Iteration 17Q: 3 clusters Score -7690398 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -7690622.500000 Penalty: 5459.021484
	Iteration 18Q: 3 clusters Score -7690622 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -7690809.000000 Penalty: 5459.021484
	Iteration 19Q: 3 clusters Score -7690809 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -7690971.000000 Penalty: 5459.021484
	Iteration 20F: 3 clusters Score -7690971 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -7691087.000000 Penalty: 5459.021484
	Iteration 21Q: 3 clusters Score -7691087 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58456 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7691169.000000 Penalty: 5459.021484
	Iteration 22Q: 3 clusters Score -7691169 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7691223.000000 Penalty: 5459.021484
	Iteration 23Q: 3 clusters Score -7691223 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7691245.000000 Penalty: 5459.021484
	Iteration 24Q: 3 clusters Score -7691245 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7691287.000000 Penalty: 5459.021484
	Iteration 25Q: 3 clusters Score -7691287 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7691311.500000 Penalty: 5459.021484
	Iteration 26Q: 3 clusters Score -7691312 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7691346.000000 Penalty: 5459.021484
	Iteration 27Q: 3 clusters Score -7691346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7691362.000000 Penalty: 5459.021484
	Iteration 28Q: 3 clusters Score -7691362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7691391.000000 Penalty: 5459.021484
	Iteration 29Q: 3 clusters Score -7691391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7691396.500000 Penalty: 5459.021484
	Iteration 30Q: 3 clusters Score -7691396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7691416.500000 Penalty: 5459.021484
	Iteration 31Q: 3 clusters Score -7691416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7691419.500000 Penalty: 5459.021484
	Iteration 32Q: 3 clusters Score -7691420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7691423.000000 Penalty: 5459.021484
	Iteration 33Q: 3 clusters Score -7691423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7691427.500000 Penalty: 5459.021484
	Iteration 34Q: 3 clusters Score -7691428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7691436.500000 Penalty: 5459.021484
	Iteration 35Q: 3 clusters Score -7691436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7691445.500000 Penalty: 5459.021484
	Iteration 36Q: 3 clusters Score -7691446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7691448.000000 Penalty: 5459.021484
	Iteration 37Q: 3 clusters Score -7691448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7691450.000000 Penalty: 5459.021484
	Iteration 38Q: 3 clusters Score -7691450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7691452.000000 Penalty: 5459.021484
	Iteration 39Q: 3 clusters Score -7691452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7691457.000000 Penalty: 5459.021484
	Iteration 40F: 3 clusters Score -7691457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7691454.500000 Penalty: 5459.021484
	Iteration 41Q: 3 clusters Score -7691454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59121 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7691459.500000 Penalty: 5459.021484
	Iteration 42Q: 3 clusters Score -7691460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7691465.000000 Penalty: 5459.021484
	Iteration 43Q: 3 clusters Score -7691465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7691465.000000 Penalty: 5459.021484
	Iteration 44Q: 3 clusters Score -7691465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7691458.000000 Penalty: 5459.021484
	Iteration 45Q: 3 clusters Score -7691458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7691470.000000 Penalty: 5459.021484
	Iteration 46Q: 3 clusters Score -7691470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7691471.000000 Penalty: 5459.021484
	Iteration 47Q: 3 clusters Score -7691471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7691473.500000 Penalty: 5459.021484
	Iteration 48Q: 3 clusters Score -7691474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7691468.000000 Penalty: 5459.021484
	Iteration 49Q: 3 clusters Score -7691468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7691460.500000 Penalty: 5459.021484
	Iteration 50Q: 3 clusters Score -7691460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7691470.000000 Penalty: 5459.021484
	Iteration 51Q: 3 clusters Score -7691470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7691474.500000 Penalty: 5459.021484
	Iteration 52Q: 3 clusters Score -7691474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7691478.500000 Penalty: 5459.021484
	Iteration 53Q: 3 clusters Score -7691478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7691490.000000 Penalty: 5459.021484
	Iteration 54Q: 3 clusters Score -7691490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7691487.000000 Penalty: 5459.021484
	Iteration 55Q: 3 clusters Score -7691487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7691486.000000 Penalty: 5459.021484
	Iteration 56Q: 3 clusters Score -7691486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7691486.000000 Penalty: 5459.021484
	Iteration 57F: 3 clusters Score -7691486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (69163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69163 members 
Entering Unmasked Estep 
Score: -8894586.000000 Penalty: 2763.766846
	Iteration 0F: 2 clusters Score -8894586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -8848264.000000 Penalty: 5527.533691
	Iteration 0F: 3 clusters Score -8848264 nChanged 32428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -8865950.000000 Penalty: 5527.533691
	Iteration 1F: 3 clusters Score -8865950 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -8866514.000000 Penalty: 5527.533691
	Iteration 2Q: 3 clusters Score -8866514 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -8866986.000000 Penalty: 5527.533691
	Iteration 3Q: 3 clusters Score -8866986 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -8867558.000000 Penalty: 5527.533691
	Iteration 4Q: 3 clusters Score -8867558 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -8868127.000000 Penalty: 5527.533691
	Iteration 5Q: 3 clusters Score -8868127 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -8868922.000000 Penalty: 5527.533691
	Iteration 6Q: 3 clusters Score -8868922 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -8870213.000000 Penalty: 5527.533691
	Iteration 7Q: 3 clusters Score -8870213 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -8872217.000000 Penalty: 5527.533691
	Iteration 8F: 3 clusters Score -8872217 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -8875425.000000 Penalty: 5527.533691
	Iteration 9F: 3 clusters Score -8875425 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -8879469.000000 Penalty: 5527.533691
	Iteration 10F: 3 clusters Score -8879469 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -8883537.000000 Penalty: 5527.533691
	Iteration 11F: 3 clusters Score -8883537 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -8886602.000000 Penalty: 5527.533691
	Iteration 12F: 3 clusters Score -8886602 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 60018 members 
Entering Unmasked Estep 
Score: -8888494.000000 Penalty: 5527.533691
	Iteration 13Q: 3 clusters Score -8888494 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -8889622.000000 Penalty: 5527.533691
	Iteration 14Q: 3 clusters Score -8889622 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -8890403.000000 Penalty: 5527.533691
	Iteration 15Q: 3 clusters Score -8890403 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
Score: -8890888.000000 Penalty: 5527.533691
	Iteration 16Q: 3 clusters Score -8890888 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -8891290.000000 Penalty: 5527.533691
	Iteration 17Q: 3 clusters Score -8891290 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -8891596.000000 Penalty: 5527.533691
	Iteration 18Q: 3 clusters Score -8891596 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -8891800.000000 Penalty: 5527.533691
	Iteration 19Q: 3 clusters Score -8891800 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -8891953.000000 Penalty: 5527.533691
	Iteration 20F: 3 clusters Score -8891953 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 65551 members 
Entering Unmasked Estep 
Score: -8892095.000000 Penalty: 5527.533691
	Iteration 21Q: 3 clusters Score -8892095 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 65829 members 
Entering Unmasked Estep 
Score: -8892212.000000 Penalty: 5527.533691
	Iteration 22Q: 3 clusters Score -8892212 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -8892324.000000 Penalty: 5527.533691
	Iteration 23Q: 3 clusters Score -8892324 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 66299 members 
Entering Unmasked Estep 
Score: -8892426.000000 Penalty: 5527.533691
	Iteration 24Q: 3 clusters Score -8892426 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -8892507.000000 Penalty: 5527.533691
	Iteration 25Q: 3 clusters Score -8892507 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -8892587.000000 Penalty: 5527.533691
	Iteration 26Q: 3 clusters Score -8892587 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -8892644.000000 Penalty: 5527.533691
	Iteration 27Q: 3 clusters Score -8892644 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 66982 members 
Entering Unmasked Estep 
Score: -8892720.000000 Penalty: 5527.533691
	Iteration 28Q: 3 clusters Score -8892720 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -8892745.000000 Penalty: 5527.533691
	Iteration 29Q: 3 clusters Score -8892745 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 67179 members 
Entering Unmasked Estep 
Score: -8892775.000000 Penalty: 5527.533691
	Iteration 30Q: 3 clusters Score -8892775 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -8892799.000000 Penalty: 5527.533691
	Iteration 31Q: 3 clusters Score -8892799 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
Score: -8892821.000000 Penalty: 5527.533691
	Iteration 32Q: 3 clusters Score -8892821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
Score: -8892844.000000 Penalty: 5527.533691
	Iteration 33Q: 3 clusters Score -8892844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 67416 members 
Entering Unmasked Estep 
Score: -8892861.000000 Penalty: 5527.533691
	Iteration 34Q: 3 clusters Score -8892861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 67454 members 
Entering Unmasked Estep 
Score: -8892870.000000 Penalty: 5527.533691
	Iteration 35Q: 3 clusters Score -8892870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -8892880.000000 Penalty: 5527.533691
	Iteration 36Q: 3 clusters Score -8892880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 67494 members 
Entering Unmasked Estep 
Score: -8892870.000000 Penalty: 5527.533691
	Iteration 37Q: 3 clusters Score -8892870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -8892888.000000 Penalty: 5527.533691
	Iteration 38Q: 3 clusters Score -8892888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -8892886.000000 Penalty: 5527.533691
	Iteration 39Q: 3 clusters Score -8892886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 67541 members 
Entering Unmasked Estep 
Score: -8892884.000000 Penalty: 5527.533691
	Iteration 40F: 3 clusters Score -8892884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 67558 members 
Entering Unmasked Estep 
Score: -8892894.000000 Penalty: 5527.533691
	Iteration 41Q: 3 clusters Score -8892894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 67579 members 
Entering Unmasked Estep 
Score: -8892900.000000 Penalty: 5527.533691
	Iteration 42Q: 3 clusters Score -8892900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 67596 members 
Entering Unmasked Estep 
Score: -8892899.000000 Penalty: 5527.533691
	Iteration 43Q: 3 clusters Score -8892899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -8892910.000000 Penalty: 5527.533691
	Iteration 44Q: 3 clusters Score -8892910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 67623 members 
Entering Unmasked Estep 
Score: -8892920.000000 Penalty: 5527.533691
	Iteration 45Q: 3 clusters Score -8892920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -8892932.000000 Penalty: 5527.533691
	Iteration 46Q: 3 clusters Score -8892932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -8892936.000000 Penalty: 5527.533691
	Iteration 47Q: 3 clusters Score -8892936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -8892938.000000 Penalty: 5527.533691
	Iteration 48Q: 3 clusters Score -8892938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 67669 members 
Entering Unmasked Estep 
Score: -8892937.000000 Penalty: 5527.533691
	Iteration 49Q: 3 clusters Score -8892937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -8892930.000000 Penalty: 5527.533691
	Iteration 50Q: 3 clusters Score -8892930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 67674 members 
Entering Unmasked Estep 
Score: -8892931.000000 Penalty: 5527.533691
	Iteration 51Q: 3 clusters Score -8892931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 67674 members 
Entering Unmasked Estep 
Score: -8892931.000000 Penalty: 5527.533691
	Iteration 52F: 3 clusters Score -8892931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (109410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109410 members 
Entering Unmasked Estep 
Score: -14018195.000000 Penalty: 2877.508789
	Iteration 0F: 2 clusters Score -1.40182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -13945693.000000 Penalty: 5755.017578
	Iteration 0F: 3 clusters Score -1.394569e+07 nChanged 51906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -13975242.000000 Penalty: 5755.017578
	Iteration 1F: 3 clusters Score -1.397524e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -13976291.000000 Penalty: 5755.017578
	Iteration 2Q: 3 clusters Score -1.397629e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -13977825.000000 Penalty: 5755.017578
	Iteration 3Q: 3 clusters Score -1.397782e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -13980257.000000 Penalty: 5755.017578
	Iteration 4Q: 3 clusters Score -1.398026e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65793 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -13983936.000000 Penalty: 5755.017578
	Iteration 5F: 3 clusters Score -1.398394e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70555 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -13989470.000000 Penalty: 5755.017578
	Iteration 6F: 3 clusters Score -1.398947e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75539 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -13995487.000000 Penalty: 5755.017578
	Iteration 7F: 3 clusters Score -1.399549e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79763 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -14000732.000000 Penalty: 5755.017578
	Iteration 8F: 3 clusters Score -1.400073e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82766 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -14004176.000000 Penalty: 5755.017578
	Iteration 9F: 3 clusters Score -1.400418e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85109 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -14006268.000000 Penalty: 5755.017578
	Iteration 10Q: 3 clusters Score -1.400627e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -14007488.000000 Penalty: 5755.017578
	Iteration 11Q: 3 clusters Score -1.400749e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89247 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -14008535.000000 Penalty: 5755.017578
	Iteration 12Q: 3 clusters Score -1.400854e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91224 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -14009442.000000 Penalty: 5755.017578
	Iteration 13Q: 3 clusters Score -1.400944e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93162 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -14010312.000000 Penalty: 5755.017578
	Iteration 14Q: 3 clusters Score -1.401031e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94990 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -14011238.000000 Penalty: 5755.017578
	Iteration 15Q: 3 clusters Score -1.401124e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96599 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -14011916.000000 Penalty: 5755.017578
	Iteration 16Q: 3 clusters Score -1.401192e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98028 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -14012480.000000 Penalty: 5755.017578
	Iteration 17Q: 3 clusters Score -1.401248e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99334 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -14013162.000000 Penalty: 5755.017578
	Iteration 18Q: 3 clusters Score -1.401316e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100465 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -14013645.000000 Penalty: 5755.017578
	Iteration 19Q: 3 clusters Score -1.401364e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101509 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -14014139.000000 Penalty: 5755.017578
	Iteration 20F: 3 clusters Score -1.401414e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102391 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -14014487.000000 Penalty: 5755.017578
	Iteration 21Q: 3 clusters Score -1.401449e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103164 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -14014855.000000 Penalty: 5755.017578
	Iteration 22Q: 3 clusters Score -1.401486e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103861 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -14015104.000000 Penalty: 5755.017578
	Iteration 23Q: 3 clusters Score -1.40151e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104440 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -14015332.000000 Penalty: 5755.017578
	Iteration 24Q: 3 clusters Score -1.401533e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104941 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -14015538.000000 Penalty: 5755.017578
	Iteration 25Q: 3 clusters Score -1.401554e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105384 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -14015737.000000 Penalty: 5755.017578
	Iteration 26Q: 3 clusters Score -1.401574e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105739 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -14015869.000000 Penalty: 5755.017578
	Iteration 27Q: 3 clusters Score -1.401587e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106023 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -14015948.000000 Penalty: 5755.017578
	Iteration 28Q: 3 clusters Score -1.401595e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106268 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -14016040.000000 Penalty: 5755.017578
	Iteration 29Q: 3 clusters Score -1.401604e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106469 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -14016117.000000 Penalty: 5755.017578
	Iteration 30Q: 3 clusters Score -1.401612e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106629 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -14016172.000000 Penalty: 5755.017578
	Iteration 31Q: 3 clusters Score -1.401617e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106743 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -14016200.000000 Penalty: 5755.017578
	Iteration 32Q: 3 clusters Score -1.40162e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106847 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -14016239.000000 Penalty: 5755.017578
	Iteration 33Q: 3 clusters Score -1.401624e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106939 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -14016306.000000 Penalty: 5755.017578
	Iteration 34Q: 3 clusters Score -1.401631e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107019 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -14016298.000000 Penalty: 5755.017578
	Iteration 35Q: 3 clusters Score -1.40163e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107098 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -14016322.000000 Penalty: 5755.017578
	Iteration 36Q: 3 clusters Score -1.401632e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107167 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -14016325.000000 Penalty: 5755.017578
	Iteration 37Q: 3 clusters Score -1.401632e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107223 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -14016356.000000 Penalty: 5755.017578
	Iteration 38Q: 3 clusters Score -1.401636e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107271 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -14016353.000000 Penalty: 5755.017578
	Iteration 39Q: 3 clusters Score -1.401635e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107312 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -14016371.000000 Penalty: 5755.017578
	Iteration 40F: 3 clusters Score -1.401637e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107356 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -14016370.000000 Penalty: 5755.017578
	Iteration 41Q: 3 clusters Score -1.401637e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107390 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -14016387.000000 Penalty: 5755.017578
	Iteration 42Q: 3 clusters Score -1.401639e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107420 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -14016407.000000 Penalty: 5755.017578
	Iteration 43Q: 3 clusters Score -1.401641e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107443 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -14016400.000000 Penalty: 5755.017578
	Iteration 44Q: 3 clusters Score -1.40164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107466 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -14016398.000000 Penalty: 5755.017578
	Iteration 45Q: 3 clusters Score -1.40164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107486 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -14016397.000000 Penalty: 5755.017578
	Iteration 46Q: 3 clusters Score -1.40164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107507 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -14016405.000000 Penalty: 5755.017578
	Iteration 47Q: 3 clusters Score -1.40164e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107529 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -14016400.000000 Penalty: 5755.017578
	Iteration 48Q: 3 clusters Score -1.40164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107549 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -14016399.000000 Penalty: 5755.017578
	Iteration 49Q: 3 clusters Score -1.40164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107570 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -14016383.000000 Penalty: 5755.017578
	Iteration 50Q: 3 clusters Score -1.401638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107589 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -14016385.000000 Penalty: 5755.017578
	Iteration 51Q: 3 clusters Score -1.401638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107601 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -14016396.000000 Penalty: 5755.017578
	Iteration 52Q: 3 clusters Score -1.40164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107612 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -14016391.000000 Penalty: 5755.017578
	Iteration 53Q: 3 clusters Score -1.401639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107623 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -14016400.000000 Penalty: 5755.017578
	Iteration 54Q: 3 clusters Score -1.40164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107635 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -14016392.000000 Penalty: 5755.017578
	Iteration 55Q: 3 clusters Score -1.401639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107644 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -14016392.000000 Penalty: 5755.017578
	Iteration 56Q: 3 clusters Score -1.401639e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107663 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -14016407.000000 Penalty: 5755.017578
	Iteration 57Q: 3 clusters Score -1.401641e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107680 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -14016403.000000 Penalty: 5755.017578
	Iteration 58Q: 3 clusters Score -1.40164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107692 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -14016408.000000 Penalty: 5755.017578
	Iteration 59Q: 3 clusters Score -1.401641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107694 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -14016412.000000 Penalty: 5755.017578
	Iteration 60F: 3 clusters Score -1.401641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107701 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -14016405.000000 Penalty: 5755.017578
	Iteration 61Q: 3 clusters Score -1.40164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107705 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -14016417.000000 Penalty: 5755.017578
	Iteration 62Q: 3 clusters Score -1.401642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107708 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -14016412.000000 Penalty: 5755.017578
	Iteration 63Q: 3 clusters Score -1.401641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107709 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -14016410.000000 Penalty: 5755.017578
	Iteration 64Q: 3 clusters Score -1.401641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107711 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -14016406.000000 Penalty: 5755.017578
	Iteration 65Q: 3 clusters Score -1.401641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107715 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -14016413.000000 Penalty: 5755.017578
	Iteration 66Q: 3 clusters Score -1.401641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107721 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -14016400.000000 Penalty: 5755.017578
	Iteration 67Q: 3 clusters Score -1.40164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107727 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -14016408.000000 Penalty: 5755.017578
	Iteration 68Q: 3 clusters Score -1.401641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107732 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -14016409.000000 Penalty: 5755.017578
	Iteration 69Q: 3 clusters Score -1.401641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107737 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -14016402.000000 Penalty: 5755.017578
	Iteration 70Q: 3 clusters Score -1.40164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107740 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -14016406.000000 Penalty: 5755.017578
	Iteration 71Q: 3 clusters Score -1.401641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107744 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -14016402.000000 Penalty: 5755.017578
	Iteration 72Q: 3 clusters Score -1.40164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107750 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -14016414.000000 Penalty: 5755.017578
	Iteration 73Q: 3 clusters Score -1.401641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107758 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -14016410.000000 Penalty: 5755.017578
	Iteration 74Q: 3 clusters Score -1.401641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107762 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -14016423.000000 Penalty: 5755.017578
	Iteration 75Q: 3 clusters Score -1.401642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107766 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -14016431.000000 Penalty: 5755.017578
	Iteration 76Q: 3 clusters Score -1.401643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107770 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -14016425.000000 Penalty: 5755.017578
	Iteration 77Q: 3 clusters Score -1.401642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107772 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -14016429.000000 Penalty: 5755.017578
	Iteration 78Q: 3 clusters Score -1.401643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107773 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -14016426.000000 Penalty: 5755.017578
	Iteration 79Q: 3 clusters Score -1.401643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107777 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -14016423.000000 Penalty: 5755.017578
	Iteration 80F: 3 clusters Score -1.401642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -14016427.000000 Penalty: 5755.017578
	Iteration 81Q: 3 clusters Score -1.401643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107783 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -14016420.000000 Penalty: 5755.017578
	Iteration 82Q: 3 clusters Score -1.401642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107786 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -14016418.000000 Penalty: 5755.017578
	Iteration 83Q: 3 clusters Score -1.401642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -14016418.000000 Penalty: 5755.017578
	Iteration 84Q: 3 clusters Score -1.401642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107793 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -14016410.000000 Penalty: 5755.017578
	Iteration 85Q: 3 clusters Score -1.401641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107793 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -14016416.000000 Penalty: 5755.017578
	Iteration 86Q: 3 clusters Score -1.401642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107794 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -14016419.000000 Penalty: 5755.017578
	Iteration 87Q: 3 clusters Score -1.401642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107794 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -14016419.000000 Penalty: 5755.017578
	Iteration 88F: 3 clusters Score -1.401642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63160 members 
Entering Unmasked Estep 
Score: -8026783.500000 Penalty: 2741.249756
	Iteration 0F: 2 clusters Score -8026784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -7984341.500000 Penalty: 5482.499512
	Iteration 0F: 3 clusters Score -7984342 nChanged 29535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -8000706.500000 Penalty: 5482.499512
	Iteration 1F: 3 clusters Score -8000706 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -8001370.000000 Penalty: 5482.499512
	Iteration 2Q: 3 clusters Score -8001370 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -8002072.000000 Penalty: 5482.499512
	Iteration 3Q: 3 clusters Score -8002072 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -8003126.500000 Penalty: 5482.499512
	Iteration 4Q: 3 clusters Score -8003126 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -8004960.000000 Penalty: 5482.499512
	Iteration 5F: 3 clusters Score -8004960 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -8008066.000000 Penalty: 5482.499512
	Iteration 6F: 3 clusters Score -8008066 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -8012573.000000 Penalty: 5482.499512
	Iteration 7F: 3 clusters Score -8012573 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -8017475.000000 Penalty: 5482.499512
	Iteration 8F: 3 clusters Score -8017475 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -8021054.500000 Penalty: 5482.499512
	Iteration 9F: 3 clusters Score -8021054 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8022897.000000 Penalty: 5482.499512
	Iteration 10Q: 3 clusters Score -8022897 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8023727.000000 Penalty: 5482.499512
	Iteration 11Q: 3 clusters Score -8023727 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8024031.000000 Penalty: 5482.499512
	Iteration 12Q: 3 clusters Score -8024031 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8024179.500000 Penalty: 5482.499512
	Iteration 13Q: 3 clusters Score -8024180 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8024227.500000 Penalty: 5482.499512
	Iteration 14Q: 3 clusters Score -8024228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8024254.500000 Penalty: 5482.499512
	Iteration 15Q: 3 clusters Score -8024254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8024287.500000 Penalty: 5482.499512
	Iteration 16Q: 3 clusters Score -8024288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8024304.500000 Penalty: 5482.499512
	Iteration 17Q: 3 clusters Score -8024304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8024315.500000 Penalty: 5482.499512
	Iteration 18Q: 3 clusters Score -8024316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8024338.000000 Penalty: 5482.499512
	Iteration 19Q: 3 clusters Score -8024338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8024342.000000 Penalty: 5482.499512
	Iteration 20F: 3 clusters Score -8024342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62880 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8024352.500000 Penalty: 5482.499512
	Iteration 21Q: 3 clusters Score -8024352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62886 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8024352.500000 Penalty: 5482.499512
	Iteration 22Q: 3 clusters Score -8024352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62888 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8024361.500000 Penalty: 5482.499512
	Iteration 23Q: 3 clusters Score -8024362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8024372.500000 Penalty: 5482.499512
	Iteration 24Q: 3 clusters Score -8024372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8024378.000000 Penalty: 5482.499512
	Iteration 25Q: 3 clusters Score -8024378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8024381.500000 Penalty: 5482.499512
	Iteration 26Q: 3 clusters Score -8024382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8024381.500000 Penalty: 5482.499512
	Iteration 27F: 3 clusters Score -8024382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71768 members 
Entering Unmasked Estep 
Score: -8882719.000000 Penalty: 2772.936279
	Iteration 0F: 2 clusters Score -8882719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -8834394.000000 Penalty: 5545.872559
	Iteration 0F: 3 clusters Score -8834394 nChanged 33649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -8853139.000000 Penalty: 5545.872559
	Iteration 1F: 3 clusters Score -8853139 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -8853749.000000 Penalty: 5545.872559
	Iteration 2Q: 3 clusters Score -8853749 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -8854584.000000 Penalty: 5545.872559
	Iteration 3Q: 3 clusters Score -8854584 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -8855889.000000 Penalty: 5545.872559
	Iteration 4Q: 3 clusters Score -8855889 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -8857978.000000 Penalty: 5545.872559
	Iteration 5F: 3 clusters Score -8857978 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -8861317.000000 Penalty: 5545.872559
	Iteration 6F: 3 clusters Score -8861317 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -8865884.000000 Penalty: 5545.872559
	Iteration 7F: 3 clusters Score -8865884 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 62185 members 
Entering Unmasked Estep 
Score: -8871459.000000 Penalty: 5545.872559
	Iteration 8F: 3 clusters Score -8871459 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -8875815.000000 Penalty: 5545.872559
	Iteration 9F: 3 clusters Score -8875815 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -8878319.000000 Penalty: 5545.872559
	Iteration 10Q: 3 clusters Score -8878319 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 70475 members 
Entering Unmasked Estep 
Score: -8879443.000000 Penalty: 5545.872559
	Iteration 11Q: 3 clusters Score -8879443 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 70985 members 
Entering Unmasked Estep 
Score: -8879878.000000 Penalty: 5545.872559
	Iteration 12Q: 3 clusters Score -8879878 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 71188 members 
Entering Unmasked Estep 
Score: -8880096.000000 Penalty: 5545.872559
	Iteration 13Q: 3 clusters Score -8880096 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
Score: -8880199.000000 Penalty: 5545.872559
	Iteration 14Q: 3 clusters Score -8880199 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -8880280.000000 Penalty: 5545.872559
	Iteration 15Q: 3 clusters Score -8880280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
Score: -8880325.000000 Penalty: 5545.872559
	Iteration 16Q: 3 clusters Score -8880325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 71357 members 
Entering Unmasked Estep 
Score: -8880354.000000 Penalty: 5545.872559
	Iteration 17Q: 3 clusters Score -8880354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 71366 members 
Entering Unmasked Estep 
Score: -8880368.000000 Penalty: 5545.872559
	Iteration 18Q: 3 clusters Score -8880368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -8880385.000000 Penalty: 5545.872559
	Iteration 19Q: 3 clusters Score -8880385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
Score: -8880388.000000 Penalty: 5545.872559
	Iteration 20F: 3 clusters Score -8880388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -8880393.000000 Penalty: 5545.872559
	Iteration 21Q: 3 clusters Score -8880393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 71393 members 
Entering Unmasked Estep 
Score: -8880388.000000 Penalty: 5545.872559
	Iteration 22Q: 3 clusters Score -8880388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 71395 members 
Entering Unmasked Estep 
Score: -8880388.000000 Penalty: 5545.872559
	Iteration 23Q: 3 clusters Score -8880388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -8880400.000000 Penalty: 5545.872559
	Iteration 24Q: 3 clusters Score -8880400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 71396 members 
Entering Unmasked Estep 
Score: -8880397.000000 Penalty: 5545.872559
	Iteration 25Q: 3 clusters Score -8880397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 71396 members 
Entering Unmasked Estep 
Score: -8880397.000000 Penalty: 5545.872559
	Iteration 26F: 3 clusters Score -8880397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164575 members 
Entering Unmasked Estep 
Score: -20969814.000000 Penalty: 2978.758301
	Iteration 0F: 2 clusters Score -2.096981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81897 members 
Mstep: Class 2 contains 82678 members 
Entering Unmasked Estep 
Score: -20862404.000000 Penalty: 5957.516602
	Iteration 0F: 3 clusters Score -2.08624e+07 nChanged 78907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 88291 members 
Entering Unmasked Estep 
Score: -20908118.000000 Penalty: 5957.516602
	Iteration 1F: 3 clusters Score -2.090812e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72401 members 
Mstep: Class 2 contains 92174 members 
Entering Unmasked Estep 
Score: -20909530.000000 Penalty: 5957.516602
	Iteration 2Q: 3 clusters Score -2.090953e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 98037 members 
Entering Unmasked Estep 
Score: -20911998.000000 Penalty: 5957.516602
	Iteration 3Q: 3 clusters Score -2.0912e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 106856 members 
Entering Unmasked Estep 
Score: -20916980.000000 Penalty: 5957.516602
	Iteration 4F: 3 clusters Score -2.091698e+07 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 119088 members 
Entering Unmasked Estep 
Score: -20925454.000000 Penalty: 5957.516602
	Iteration 5F: 3 clusters Score -2.092545e+07 nChanged 14983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 134053 members 
Entering Unmasked Estep 
Score: -20938954.000000 Penalty: 5957.516602
	Iteration 6F: 3 clusters Score -2.093895e+07 nChanged 14547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 148598 members 
Entering Unmasked Estep 
Score: -20953762.000000 Penalty: 5957.516602
	Iteration 7F: 3 clusters Score -2.095376e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 158518 members 
Entering Unmasked Estep 
Score: -20962622.000000 Penalty: 5957.516602
	Iteration 8F: 3 clusters Score -2.096262e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 162766 members 
Entering Unmasked Estep 
Score: -20965902.000000 Penalty: 5957.516602
	Iteration 9Q: 3 clusters Score -2.09659e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 163993 members 
Entering Unmasked Estep 
Score: -20966742.000000 Penalty: 5957.516602
	Iteration 10Q: 3 clusters Score -2.096674e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 164248 members 
Entering Unmasked Estep 
Score: -20966996.000000 Penalty: 5957.516602
	Iteration 11Q: 3 clusters Score -2.0967e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 164319 members 
Entering Unmasked Estep 
Score: -20967106.000000 Penalty: 5957.516602
	Iteration 12Q: 3 clusters Score -2.096711e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 164344 members 
Entering Unmasked Estep 
Score: -20967182.000000 Penalty: 5957.516602
	Iteration 13Q: 3 clusters Score -2.096718e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 164359 members 
Entering Unmasked Estep 
Score: -20967220.000000 Penalty: 5957.516602
	Iteration 14Q: 3 clusters Score -2.096722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 164359 members 
Entering Unmasked Estep 
Score: -20967226.000000 Penalty: 5957.516602
	Iteration 15Q: 3 clusters Score -2.096723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 164362 members 
Entering Unmasked Estep 
Score: -20967228.000000 Penalty: 5957.516602
	Iteration 16Q: 3 clusters Score -2.096723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 164367 members 
Entering Unmasked Estep 
Score: -20967238.000000 Penalty: 5957.516602
	Iteration 17Q: 3 clusters Score -2.096724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 164367 members 
Entering Unmasked Estep 
Score: -20967238.000000 Penalty: 5957.516602
	Iteration 18Q: 3 clusters Score -2.096724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 164366 members 
Entering Unmasked Estep 
Score: -20967236.000000 Penalty: 5957.516602
	Iteration 19Q: 3 clusters Score -2.096724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 164364 members 
Entering Unmasked Estep 
Score: -20967244.000000 Penalty: 5957.516602
	Iteration 20F: 3 clusters Score -2.096724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 164364 members 
Entering Unmasked Estep 
Score: -20967260.000000 Penalty: 5957.516602
	Iteration 21Q: 3 clusters Score -2.096726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 164360 members 
Entering Unmasked Estep 
Score: -20967266.000000 Penalty: 5957.516602
	Iteration 22Q: 3 clusters Score -2.096727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 164358 members 
Entering Unmasked Estep 
Score: -20967268.000000 Penalty: 5957.516602
	Iteration 23Q: 3 clusters Score -2.096727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 164357 members 
Entering Unmasked Estep 
Score: -20967264.000000 Penalty: 5957.516602
	Iteration 24Q: 3 clusters Score -2.096726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 164357 members 
Entering Unmasked Estep 
Score: -20967278.000000 Penalty: 5957.516602
	Iteration 25Q: 3 clusters Score -2.096728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 164358 members 
Entering Unmasked Estep 
Score: -20967270.000000 Penalty: 5957.516602
	Iteration 26Q: 3 clusters Score -2.096727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 164358 members 
Entering Unmasked Estep 
Score: -20967278.000000 Penalty: 5957.516602
	Iteration 27Q: 3 clusters Score -2.096728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 164359 members 
Entering Unmasked Estep 
Score: -20967268.000000 Penalty: 5957.516602
	Iteration 28Q: 3 clusters Score -2.096727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 164360 members 
Entering Unmasked Estep 
Score: -20967272.000000 Penalty: 5957.516602
	Iteration 29Q: 3 clusters Score -2.096727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 164360 members 
Entering Unmasked Estep 
Score: -20967272.000000 Penalty: 5957.516602
	Iteration 30Q: 3 clusters Score -2.096727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 164360 members 
Entering Unmasked Estep 
Score: -20967274.000000 Penalty: 5957.516602
	Iteration 31Q: 3 clusters Score -2.096727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 164361 members 
Entering Unmasked Estep 
Score: -20967284.000000 Penalty: 5957.516602
	Iteration 32Q: 3 clusters Score -2.096728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 164362 members 
Entering Unmasked Estep 
Score: -20967290.000000 Penalty: 5957.516602
	Iteration 33Q: 3 clusters Score -2.096729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 164365 members 
Entering Unmasked Estep 
Score: -20967296.000000 Penalty: 5957.516602
	Iteration 34Q: 3 clusters Score -2.09673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 164367 members 
Entering Unmasked Estep 
Score: -20967302.000000 Penalty: 5957.516602
	Iteration 35Q: 3 clusters Score -2.09673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 164367 members 
Entering Unmasked Estep 
Score: -20967302.000000 Penalty: 5957.516602
	Iteration 36F: 3 clusters Score -2.09673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (144239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144239 members 
Entering Unmasked Estep 
Score: -18593718.000000 Penalty: 2946.048340
	Iteration 0F: 2 clusters Score -1.859372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72148 members 
Mstep: Class 2 contains 72091 members 
Entering Unmasked Estep 
Score: -18501250.000000 Penalty: 5892.096680
	Iteration 0F: 3 clusters Score -1.850125e+07 nChanged 68861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72093 members 
Mstep: Class 2 contains 72146 members 
Entering Unmasked Estep 
Score: -18541342.000000 Penalty: 5892.096680
	Iteration 1F: 3 clusters Score -1.854134e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72194 members 
Mstep: Class 2 contains 72045 members 
Entering Unmasked Estep 
Score: -18542506.000000 Penalty: 5892.096680
	Iteration 2Q: 3 clusters Score -1.854251e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -18543806.000000 Penalty: 5892.096680
	Iteration 3Q: 3 clusters Score -1.854381e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -18545654.000000 Penalty: 5892.096680
	Iteration 4Q: 3 clusters Score -1.854565e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74244 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -18548434.000000 Penalty: 5892.096680
	Iteration 5Q: 3 clusters Score -1.854843e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76060 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -18553116.000000 Penalty: 5892.096680
	Iteration 6F: 3 clusters Score -1.855312e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78636 members 
Mstep: Class 2 contains 65603 members 
Entering Unmasked Estep 
Score: -18560174.000000 Penalty: 5892.096680
	Iteration 7F: 3 clusters Score -1.856017e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -18568338.000000 Penalty: 5892.096680
	Iteration 8F: 3 clusters Score -1.856834e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83538 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -18573584.000000 Penalty: 5892.096680
	Iteration 9F: 3 clusters Score -1.857358e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85177 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -18575544.000000 Penalty: 5892.096680
	Iteration 10Q: 3 clusters Score -1.857554e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86677 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -18576206.000000 Penalty: 5892.096680
	Iteration 11Q: 3 clusters Score -1.857621e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88259 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -18576596.000000 Penalty: 5892.096680
	Iteration 12Q: 3 clusters Score -1.85766e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89895 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -18577030.000000 Penalty: 5892.096680
	Iteration 13Q: 3 clusters Score -1.857703e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -18577488.000000 Penalty: 5892.096680
	Iteration 14Q: 3 clusters Score -1.857749e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -18577832.000000 Penalty: 5892.096680
	Iteration 15Q: 3 clusters Score -1.857783e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95203 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -18578300.000000 Penalty: 5892.096680
	Iteration 16Q: 3 clusters Score -1.85783e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97078 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -18578802.000000 Penalty: 5892.096680
	Iteration 17Q: 3 clusters Score -1.85788e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99044 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -18579404.000000 Penalty: 5892.096680
	Iteration 18Q: 3 clusters Score -1.85794e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101104 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -18579768.000000 Penalty: 5892.096680
	Iteration 19Q: 3 clusters Score -1.857977e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103101 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -18580200.000000 Penalty: 5892.096680
	Iteration 20F: 3 clusters Score -1.85802e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105145 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -18580696.000000 Penalty: 5892.096680
	Iteration 21Q: 3 clusters Score -1.85807e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107233 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -18581236.000000 Penalty: 5892.096680
	Iteration 22Q: 3 clusters Score -1.858124e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -18581622.000000 Penalty: 5892.096680
	Iteration 23Q: 3 clusters Score -1.858162e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111289 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -18582162.000000 Penalty: 5892.096680
	Iteration 24Q: 3 clusters Score -1.858216e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113284 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -18582600.000000 Penalty: 5892.096680
	Iteration 25Q: 3 clusters Score -1.85826e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115269 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -18583212.000000 Penalty: 5892.096680
	Iteration 26Q: 3 clusters Score -1.858321e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117250 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -18583720.000000 Penalty: 5892.096680
	Iteration 27Q: 3 clusters Score -1.858372e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119216 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -18584254.000000 Penalty: 5892.096680
	Iteration 28Q: 3 clusters Score -1.858425e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121126 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -18584756.000000 Penalty: 5892.096680
	Iteration 29Q: 3 clusters Score -1.858476e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122977 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -18585198.000000 Penalty: 5892.096680
	Iteration 30Q: 3 clusters Score -1.85852e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124729 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -18585630.000000 Penalty: 5892.096680
	Iteration 31Q: 3 clusters Score -1.858563e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126364 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -18586104.000000 Penalty: 5892.096680
	Iteration 32Q: 3 clusters Score -1.85861e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127946 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -18586552.000000 Penalty: 5892.096680
	Iteration 33Q: 3 clusters Score -1.858655e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129516 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -18586968.000000 Penalty: 5892.096680
	Iteration 34Q: 3 clusters Score -1.858697e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130995 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -18587428.000000 Penalty: 5892.096680
	Iteration 35Q: 3 clusters Score -1.858743e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132403 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -18587746.000000 Penalty: 5892.096680
	Iteration 36Q: 3 clusters Score -1.858775e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133729 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -18588150.000000 Penalty: 5892.096680
	Iteration 37Q: 3 clusters Score -1.858815e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134989 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -18588654.000000 Penalty: 5892.096680
	Iteration 38Q: 3 clusters Score -1.858865e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136122 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -18588978.000000 Penalty: 5892.096680
	Iteration 39Q: 3 clusters Score -1.858898e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137151 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -18589486.000000 Penalty: 5892.096680
	Iteration 40F: 3 clusters Score -1.858949e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138086 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -18589880.000000 Penalty: 5892.096680
	Iteration 41Q: 3 clusters Score -1.858988e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138855 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -18590218.000000 Penalty: 5892.096680
	Iteration 42Q: 3 clusters Score -1.859022e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139540 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -18590514.000000 Penalty: 5892.096680
	Iteration 43Q: 3 clusters Score -1.859051e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140159 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -18590606.000000 Penalty: 5892.096680
	Iteration 44Q: 3 clusters Score -1.859061e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140685 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -18590762.000000 Penalty: 5892.096680
	Iteration 45Q: 3 clusters Score -1.859076e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141133 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -18590928.000000 Penalty: 5892.096680
	Iteration 46Q: 3 clusters Score -1.859093e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141501 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -18591060.000000 Penalty: 5892.096680
	Iteration 47Q: 3 clusters Score -1.859106e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141809 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -18591196.000000 Penalty: 5892.096680
	Iteration 48Q: 3 clusters Score -1.85912e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142074 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -18591322.000000 Penalty: 5892.096680
	Iteration 49Q: 3 clusters Score -1.859132e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142298 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -18591392.000000 Penalty: 5892.096680
	Iteration 50Q: 3 clusters Score -1.859139e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142482 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -18591384.000000 Penalty: 5892.096680
	Iteration 51Q: 3 clusters Score -1.859138e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142637 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -18591444.000000 Penalty: 5892.096680
	Iteration 52Q: 3 clusters Score -1.859144e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142770 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -18591470.000000 Penalty: 5892.096680
	Iteration 53Q: 3 clusters Score -1.859147e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142873 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -18591504.000000 Penalty: 5892.096680
	Iteration 54Q: 3 clusters Score -1.85915e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142954 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -18591494.000000 Penalty: 5892.096680
	Iteration 55Q: 3 clusters Score -1.859149e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143018 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -18591502.000000 Penalty: 5892.096680
	Iteration 56Q: 3 clusters Score -1.85915e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143068 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -18591492.000000 Penalty: 5892.096680
	Iteration 57Q: 3 clusters Score -1.859149e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143108 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -18591518.000000 Penalty: 5892.096680
	Iteration 58Q: 3 clusters Score -1.859152e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143145 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -18591542.000000 Penalty: 5892.096680
	Iteration 59Q: 3 clusters Score -1.859154e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143168 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -18591558.000000 Penalty: 5892.096680
	Iteration 60F: 3 clusters Score -1.859156e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143186 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -18591574.000000 Penalty: 5892.096680
	Iteration 61Q: 3 clusters Score -1.859157e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143198 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -18591556.000000 Penalty: 5892.096680
	Iteration 62Q: 3 clusters Score -1.859156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143205 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -18591558.000000 Penalty: 5892.096680
	Iteration 63Q: 3 clusters Score -1.859156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143214 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -18591566.000000 Penalty: 5892.096680
	Iteration 64Q: 3 clusters Score -1.859157e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143226 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -18591560.000000 Penalty: 5892.096680
	Iteration 65Q: 3 clusters Score -1.859156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143241 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -18591584.000000 Penalty: 5892.096680
	Iteration 66Q: 3 clusters Score -1.859158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143258 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -18591584.000000 Penalty: 5892.096680
	Iteration 67Q: 3 clusters Score -1.859158e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143269 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -18591592.000000 Penalty: 5892.096680
	Iteration 68Q: 3 clusters Score -1.859159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143280 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -18591588.000000 Penalty: 5892.096680
	Iteration 69Q: 3 clusters Score -1.859159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143290 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -18591586.000000 Penalty: 5892.096680
	Iteration 70Q: 3 clusters Score -1.859159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143294 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -18591586.000000 Penalty: 5892.096680
	Iteration 71Q: 3 clusters Score -1.859159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143296 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -18591590.000000 Penalty: 5892.096680
	Iteration 72Q: 3 clusters Score -1.859159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143298 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -18591586.000000 Penalty: 5892.096680
	Iteration 73Q: 3 clusters Score -1.859159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143300 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -18591598.000000 Penalty: 5892.096680
	Iteration 74Q: 3 clusters Score -1.85916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143305 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -18591592.000000 Penalty: 5892.096680
	Iteration 75Q: 3 clusters Score -1.859159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143310 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -18591590.000000 Penalty: 5892.096680
	Iteration 76Q: 3 clusters Score -1.859159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143315 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -18591604.000000 Penalty: 5892.096680
	Iteration 77Q: 3 clusters Score -1.85916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143320 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -18591594.000000 Penalty: 5892.096680
	Iteration 78Q: 3 clusters Score -1.859159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143324 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -18591602.000000 Penalty: 5892.096680
	Iteration 79Q: 3 clusters Score -1.85916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143328 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -18591592.000000 Penalty: 5892.096680
	Iteration 80F: 3 clusters Score -1.859159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143333 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -18591596.000000 Penalty: 5892.096680
	Iteration 81Q: 3 clusters Score -1.85916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143339 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -18591598.000000 Penalty: 5892.096680
	Iteration 82Q: 3 clusters Score -1.85916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143340 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -18591602.000000 Penalty: 5892.096680
	Iteration 83Q: 3 clusters Score -1.85916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143342 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -18591608.000000 Penalty: 5892.096680
	Iteration 84Q: 3 clusters Score -1.859161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143342 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -18591608.000000 Penalty: 5892.096680
	Iteration 85F: 3 clusters Score -1.859161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Entering Unmasked Estep 
Score: -2882323.000000 Penalty: 2483.893555
	Iteration 0F: 2 clusters Score -2882323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2866729.250000 Penalty: 4967.787109
	Iteration 0F: 3 clusters Score -2866729 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2871948.000000 Penalty: 4967.787109
	Iteration 1F: 3 clusters Score -2871948 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2872344.500000 Penalty: 4967.787109
	Iteration 2F: 3 clusters Score -2872344 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2872679.750000 Penalty: 4967.787109
	Iteration 3Q: 3 clusters Score -2872680 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2872988.750000 Penalty: 4967.787109
	Iteration 4Q: 3 clusters Score -2872989 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2873403.750000 Penalty: 4967.787109
	Iteration 5Q: 3 clusters Score -2873404 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2873940.750000 Penalty: 4967.787109
	Iteration 6Q: 3 clusters Score -2873941 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2874692.750000 Penalty: 4967.787109
	Iteration 7F: 3 clusters Score -2874693 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2875744.750000 Penalty: 4967.787109
	Iteration 8F: 3 clusters Score -2875745 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2876983.500000 Penalty: 4967.787109
	Iteration 9F: 3 clusters Score -2876984 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2878228.250000 Penalty: 4967.787109
	Iteration 10F: 3 clusters Score -2878228 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2879146.250000 Penalty: 4967.787109
	Iteration 11Q: 3 clusters Score -2879146 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2879658.750000 Penalty: 4967.787109
	Iteration 12Q: 3 clusters Score -2879659 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2879926.750000 Penalty: 4967.787109
	Iteration 13Q: 3 clusters Score -2879927 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2880060.500000 Penalty: 4967.787109
	Iteration 14Q: 3 clusters Score -2880060 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2880133.500000 Penalty: 4967.787109
	Iteration 15Q: 3 clusters Score -2880134 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2880179.500000 Penalty: 4967.787109
	Iteration 16Q: 3 clusters Score -2880180 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2880222.500000 Penalty: 4967.787109
	Iteration 17Q: 3 clusters Score -2880222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2880250.750000 Penalty: 4967.787109
	Iteration 18Q: 3 clusters Score -2880251 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2880279.250000 Penalty: 4967.787109
	Iteration 19Q: 3 clusters Score -2880279 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2880291.750000 Penalty: 4967.787109
	Iteration 20F: 3 clusters Score -2880292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2880300.250000 Penalty: 4967.787109
	Iteration 21Q: 3 clusters Score -2880300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2880308.000000 Penalty: 4967.787109
	Iteration 22Q: 3 clusters Score -2880308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2880311.000000 Penalty: 4967.787109
	Iteration 23Q: 3 clusters Score -2880311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2880319.500000 Penalty: 4967.787109
	Iteration 24Q: 3 clusters Score -2880320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2880326.000000 Penalty: 4967.787109
	Iteration 25Q: 3 clusters Score -2880326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2880330.500000 Penalty: 4967.787109
	Iteration 26Q: 3 clusters Score -2880330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2880332.000000 Penalty: 4967.787109
	Iteration 27Q: 3 clusters Score -2880332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2880336.000000 Penalty: 4967.787109
	Iteration 28Q: 3 clusters Score -2880336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2880337.250000 Penalty: 4967.787109
	Iteration 29Q: 3 clusters Score -2880337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2880345.250000 Penalty: 4967.787109
	Iteration 30Q: 3 clusters Score -2880345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2880344.500000 Penalty: 4967.787109
	Iteration 31Q: 3 clusters Score -2880344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2880349.000000 Penalty: 4967.787109
	Iteration 32Q: 3 clusters Score -2880349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2880350.500000 Penalty: 4967.787109
	Iteration 33Q: 3 clusters Score -2880350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2880354.000000 Penalty: 4967.787109
	Iteration 34Q: 3 clusters Score -2880354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2880357.750000 Penalty: 4967.787109
	Iteration 35Q: 3 clusters Score -2880358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2880354.500000 Penalty: 4967.787109
	Iteration 36Q: 3 clusters Score -2880354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2880354.500000 Penalty: 4967.787109
	Iteration 37Q: 3 clusters Score -2880354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2880360.750000 Penalty: 4967.787109
	Iteration 38Q: 3 clusters Score -2880361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2880360.250000 Penalty: 4967.787109
	Iteration 39Q: 3 clusters Score -2880360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2880361.750000 Penalty: 4967.787109
	Iteration 40F: 3 clusters Score -2880362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2880362.500000 Penalty: 4967.787109
	Iteration 41Q: 3 clusters Score -2880362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2880361.250000 Penalty: 4967.787109
	Iteration 42Q: 3 clusters Score -2880361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2880361.250000 Penalty: 4967.787109
	Iteration 43Q: 3 clusters Score -2880361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2880362.000000 Penalty: 4967.787109
	Iteration 44Q: 3 clusters Score -2880362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2880361.250000 Penalty: 4967.787109
	Iteration 45Q: 3 clusters Score -2880361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2880362.500000 Penalty: 4967.787109
	Iteration 46Q: 3 clusters Score -2880362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2880366.000000 Penalty: 4967.787109
	Iteration 47Q: 3 clusters Score -2880366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2880366.750000 Penalty: 4967.787109
	Iteration 48Q: 3 clusters Score -2880367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2880369.000000 Penalty: 4967.787109
	Iteration 49Q: 3 clusters Score -2880369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2880371.500000 Penalty: 4967.787109
	Iteration 50Q: 3 clusters Score -2880372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2880371.250000 Penalty: 4967.787109
	Iteration 51Q: 3 clusters Score -2880371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2880369.750000 Penalty: 4967.787109
	Iteration 52Q: 3 clusters Score -2880370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2880373.000000 Penalty: 4967.787109
	Iteration 53Q: 3 clusters Score -2880373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2880370.250000 Penalty: 4967.787109
	Iteration 54Q: 3 clusters Score -2880370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2880370.250000 Penalty: 4967.787109
	Iteration 55F: 3 clusters Score -2880370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Entering Unmasked Estep 
Score: -1133610.500000 Penalty: 2267.416992
	Iteration 0F: 2 clusters Score -1133610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1126442.250000 Penalty: 4534.833984
	Iteration 0F: 3 clusters Score -1126442 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1128464.000000 Penalty: 4534.833984
	Iteration 1F: 3 clusters Score -1128464 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1128864.000000 Penalty: 4534.833984
	Iteration 2F: 3 clusters Score -1128864 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1129254.625000 Penalty: 4534.833984
	Iteration 3F: 3 clusters Score -1129255 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1129680.125000 Penalty: 4534.833984
	Iteration 4F: 3 clusters Score -1129680 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1130217.125000 Penalty: 4534.833984
	Iteration 5F: 3 clusters Score -1130217 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1130892.625000 Penalty: 4534.833984
	Iteration 6F: 3 clusters Score -1130893 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1131531.250000 Penalty: 4534.833984
	Iteration 7F: 3 clusters Score -1131531 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1132000.250000 Penalty: 4534.833984
	Iteration 8F: 3 clusters Score -1132000 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1132312.500000 Penalty: 4534.833984
	Iteration 9Q: 3 clusters Score -1132312 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1132538.625000 Penalty: 4534.833984
	Iteration 10Q: 3 clusters Score -1132539 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1132682.375000 Penalty: 4534.833984
	Iteration 11Q: 3 clusters Score -1132682 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1132782.625000 Penalty: 4534.833984
	Iteration 12Q: 3 clusters Score -1132783 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1132863.625000 Penalty: 4534.833984
	Iteration 13Q: 3 clusters Score -1132864 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1132925.125000 Penalty: 4534.833984
	Iteration 14Q: 3 clusters Score -1132925 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1132978.750000 Penalty: 4534.833984
	Iteration 15Q: 3 clusters Score -1132979 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1133018.500000 Penalty: 4534.833984
	Iteration 16Q: 3 clusters Score -1133018 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1133052.250000 Penalty: 4534.833984
	Iteration 17Q: 3 clusters Score -1133052 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1133077.625000 Penalty: 4534.833984
	Iteration 18Q: 3 clusters Score -1133078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1133088.250000 Penalty: 4534.833984
	Iteration 19Q: 3 clusters Score -1133088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1133094.250000 Penalty: 4534.833984
	Iteration 20F: 3 clusters Score -1133094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1133100.250000 Penalty: 4534.833984
	Iteration 21Q: 3 clusters Score -1133100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1133103.750000 Penalty: 4534.833984
	Iteration 22Q: 3 clusters Score -1133104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1133110.500000 Penalty: 4534.833984
	Iteration 23Q: 3 clusters Score -1133110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1133112.500000 Penalty: 4534.833984
	Iteration 24Q: 3 clusters Score -1133112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1133109.250000 Penalty: 4534.833984
	Iteration 25Q: 3 clusters Score -1133109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1133108.375000 Penalty: 4534.833984
	Iteration 26Q: 3 clusters Score -1133108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1133109.625000 Penalty: 4534.833984
	Iteration 27Q: 3 clusters Score -1133110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1133109.625000 Penalty: 4534.833984
	Iteration 28F: 3 clusters Score -1133110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (154583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154583 members 
Entering Unmasked Estep 
Score: -19782252.000000 Penalty: 2963.224609
	Iteration 0F: 2 clusters Score -1.978225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 77751 members 
Entering Unmasked Estep 
Score: -19682926.000000 Penalty: 5926.449219
	Iteration 0F: 3 clusters Score -1.968293e+07 nChanged 73981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71865 members 
Mstep: Class 2 contains 82718 members 
Entering Unmasked Estep 
Score: -19726772.000000 Penalty: 5926.449219
	Iteration 1F: 3 clusters Score -1.972677e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68769 members 
Mstep: Class 2 contains 85814 members 
Entering Unmasked Estep 
Score: -19728612.000000 Penalty: 5926.449219
	Iteration 2Q: 3 clusters Score -1.972861e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 90420 members 
Entering Unmasked Estep 
Score: -19731470.000000 Penalty: 5926.449219
	Iteration 3Q: 3 clusters Score -1.973147e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 97024 members 
Entering Unmasked Estep 
Score: -19736004.000000 Penalty: 5926.449219
	Iteration 4F: 3 clusters Score -1.9736e+07 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 105593 members 
Entering Unmasked Estep 
Score: -19742740.000000 Penalty: 5926.449219
	Iteration 5F: 3 clusters Score -1.974274e+07 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 115359 members 
Entering Unmasked Estep 
Score: -19750950.000000 Penalty: 5926.449219
	Iteration 6F: 3 clusters Score -1.975095e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 124443 members 
Entering Unmasked Estep 
Score: -19758792.000000 Penalty: 5926.449219
	Iteration 7F: 3 clusters Score -1.975879e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 131714 members 
Entering Unmasked Estep 
Score: -19764908.000000 Penalty: 5926.449219
	Iteration 8F: 3 clusters Score -1.976491e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 137137 members 
Entering Unmasked Estep 
Score: -19769020.000000 Penalty: 5926.449219
	Iteration 9Q: 3 clusters Score -1.976902e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 141355 members 
Entering Unmasked Estep 
Score: -19772002.000000 Penalty: 5926.449219
	Iteration 10Q: 3 clusters Score -1.9772e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 144504 members 
Entering Unmasked Estep 
Score: -19773898.000000 Penalty: 5926.449219
	Iteration 11Q: 3 clusters Score -1.97739e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 146858 members 
Entering Unmasked Estep 
Score: -19775492.000000 Penalty: 5926.449219
	Iteration 12Q: 3 clusters Score -1.977549e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 148732 members 
Entering Unmasked Estep 
Score: -19776858.000000 Penalty: 5926.449219
	Iteration 13Q: 3 clusters Score -1.977686e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 150120 members 
Entering Unmasked Estep 
Score: -19777676.000000 Penalty: 5926.449219
	Iteration 14Q: 3 clusters Score -1.977768e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 151101 members 
Entering Unmasked Estep 
Score: -19778158.000000 Penalty: 5926.449219
	Iteration 15Q: 3 clusters Score -1.977816e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 151812 members 
Entering Unmasked Estep 
Score: -19778516.000000 Penalty: 5926.449219
	Iteration 16Q: 3 clusters Score -1.977852e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 152334 members 
Entering Unmasked Estep 
Score: -19778742.000000 Penalty: 5926.449219
	Iteration 17Q: 3 clusters Score -1.977874e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 152737 members 
Entering Unmasked Estep 
Score: -19778958.000000 Penalty: 5926.449219
	Iteration 18Q: 3 clusters Score -1.977896e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 153017 members 
Entering Unmasked Estep 
Score: -19779116.000000 Penalty: 5926.449219
	Iteration 19Q: 3 clusters Score -1.977912e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 153226 members 
Entering Unmasked Estep 
Score: -19779254.000000 Penalty: 5926.449219
	Iteration 20F: 3 clusters Score -1.977925e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 153375 members 
Entering Unmasked Estep 
Score: -19779362.000000 Penalty: 5926.449219
	Iteration 21Q: 3 clusters Score -1.977936e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 153476 members 
Entering Unmasked Estep 
Score: -19779430.000000 Penalty: 5926.449219
	Iteration 22Q: 3 clusters Score -1.977943e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 153546 members 
Entering Unmasked Estep 
Score: -19779468.000000 Penalty: 5926.449219
	Iteration 23Q: 3 clusters Score -1.977947e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 153613 members 
Entering Unmasked Estep 
Score: -19779514.000000 Penalty: 5926.449219
	Iteration 24Q: 3 clusters Score -1.977951e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 153664 members 
Entering Unmasked Estep 
Score: -19779514.000000 Penalty: 5926.449219
	Iteration 25Q: 3 clusters Score -1.977951e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 153705 members 
Entering Unmasked Estep 
Score: -19779530.000000 Penalty: 5926.449219
	Iteration 26Q: 3 clusters Score -1.977953e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 153740 members 
Entering Unmasked Estep 
Score: -19779542.000000 Penalty: 5926.449219
	Iteration 27Q: 3 clusters Score -1.977954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 153756 members 
Entering Unmasked Estep 
Score: -19779578.000000 Penalty: 5926.449219
	Iteration 28Q: 3 clusters Score -1.977958e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 153771 members 
Entering Unmasked Estep 
Score: -19779580.000000 Penalty: 5926.449219
	Iteration 29Q: 3 clusters Score -1.977958e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 153788 members 
Entering Unmasked Estep 
Score: -19779584.000000 Penalty: 5926.449219
	Iteration 30Q: 3 clusters Score -1.977958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 153802 members 
Entering Unmasked Estep 
Score: -19779580.000000 Penalty: 5926.449219
	Iteration 31Q: 3 clusters Score -1.977958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 153809 members 
Entering Unmasked Estep 
Score: -19779580.000000 Penalty: 5926.449219
	Iteration 32Q: 3 clusters Score -1.977958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 153820 members 
Entering Unmasked Estep 
Score: -19779600.000000 Penalty: 5926.449219
	Iteration 33Q: 3 clusters Score -1.97796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 153828 members 
Entering Unmasked Estep 
Score: -19779614.000000 Penalty: 5926.449219
	Iteration 34Q: 3 clusters Score -1.977961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 153837 members 
Entering Unmasked Estep 
Score: -19779592.000000 Penalty: 5926.449219
	Iteration 35Q: 3 clusters Score -1.977959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 153842 members 
Entering Unmasked Estep 
Score: -19779620.000000 Penalty: 5926.449219
	Iteration 36Q: 3 clusters Score -1.977962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 153843 members 
Entering Unmasked Estep 
Score: -19779620.000000 Penalty: 5926.449219
	Iteration 37Q: 3 clusters Score -1.977962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 153848 members 
Entering Unmasked Estep 
Score: -19779624.000000 Penalty: 5926.449219
	Iteration 38Q: 3 clusters Score -1.977962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 153852 members 
Entering Unmasked Estep 
Score: -19779626.000000 Penalty: 5926.449219
	Iteration 39Q: 3 clusters Score -1.977963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 153856 members 
Entering Unmasked Estep 
Score: -19779630.000000 Penalty: 5926.449219
	Iteration 40F: 3 clusters Score -1.977963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 153860 members 
Entering Unmasked Estep 
Score: -19779620.000000 Penalty: 5926.449219
	Iteration 41Q: 3 clusters Score -1.977962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 153864 members 
Entering Unmasked Estep 
Score: -19779630.000000 Penalty: 5926.449219
	Iteration 42Q: 3 clusters Score -1.977963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 153873 members 
Entering Unmasked Estep 
Score: -19779634.000000 Penalty: 5926.449219
	Iteration 43Q: 3 clusters Score -1.977963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 153879 members 
Entering Unmasked Estep 
Score: -19779628.000000 Penalty: 5926.449219
	Iteration 44Q: 3 clusters Score -1.977963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 153882 members 
Entering Unmasked Estep 
Score: -19779644.000000 Penalty: 5926.449219
	Iteration 45Q: 3 clusters Score -1.977964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 153886 members 
Entering Unmasked Estep 
Score: -19779644.000000 Penalty: 5926.449219
	Iteration 46Q: 3 clusters Score -1.977964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 153885 members 
Entering Unmasked Estep 
Score: -19779634.000000 Penalty: 5926.449219
	Iteration 47Q: 3 clusters Score -1.977963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 153886 members 
Entering Unmasked Estep 
Score: -19779644.000000 Penalty: 5926.449219
	Iteration 48Q: 3 clusters Score -1.977964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 153890 members 
Entering Unmasked Estep 
Score: -19779652.000000 Penalty: 5926.449219
	Iteration 49Q: 3 clusters Score -1.977965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 153893 members 
Entering Unmasked Estep 
Score: -19779654.000000 Penalty: 5926.449219
	Iteration 50Q: 3 clusters Score -1.977965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 153895 members 
Entering Unmasked Estep 
Score: -19779654.000000 Penalty: 5926.449219
	Iteration 51Q: 3 clusters Score -1.977965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 153900 members 
Entering Unmasked Estep 
Score: -19779668.000000 Penalty: 5926.449219
	Iteration 52Q: 3 clusters Score -1.977967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 153901 members 
Entering Unmasked Estep 
Score: -19779668.000000 Penalty: 5926.449219
	Iteration 53Q: 3 clusters Score -1.977967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 153905 members 
Entering Unmasked Estep 
Score: -19779680.000000 Penalty: 5926.449219
	Iteration 54Q: 3 clusters Score -1.977968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 153906 members 
Entering Unmasked Estep 
Score: -19779680.000000 Penalty: 5926.449219
	Iteration 55Q: 3 clusters Score -1.977968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 153907 members 
Entering Unmasked Estep 
Score: -19779676.000000 Penalty: 5926.449219
	Iteration 56Q: 3 clusters Score -1.977968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 153907 members 
Entering Unmasked Estep 
Score: -19779676.000000 Penalty: 5926.449219
	Iteration 57F: 3 clusters Score -1.977968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (164233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164233 members 
Entering Unmasked Estep 
Score: -21070492.000000 Penalty: 2978.242432
	Iteration 0F: 2 clusters Score -2.107049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 81550 members 
Entering Unmasked Estep 
Score: -20964184.000000 Penalty: 5956.484863
	Iteration 0F: 3 clusters Score -2.096418e+07 nChanged 78589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90790 members 
Mstep: Class 2 contains 73443 members 
Entering Unmasked Estep 
Score: -21009982.000000 Penalty: 5956.484863
	Iteration 1F: 3 clusters Score -2.100998e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95749 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
Score: -21011982.000000 Penalty: 5956.484863
	Iteration 2Q: 3 clusters Score -2.101198e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103315 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -21015574.000000 Penalty: 5956.484863
	Iteration 3Q: 3 clusters Score -2.101557e+07 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114512 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -21022692.000000 Penalty: 5956.484863
	Iteration 4F: 3 clusters Score -2.102269e+07 nChanged 14973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129479 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -21035516.000000 Penalty: 5956.484863
	Iteration 5F: 3 clusters Score -2.103552e+07 nChanged 16354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145833 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -21051668.000000 Penalty: 5956.484863
	Iteration 6F: 3 clusters Score -2.105167e+07 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157790 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -21063018.000000 Penalty: 5956.484863
	Iteration 7F: 3 clusters Score -2.106302e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162803 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -21066718.000000 Penalty: 5956.484863
	Iteration 8Q: 3 clusters Score -2.106672e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163887 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21067518.000000 Penalty: 5956.484863
	Iteration 9Q: 3 clusters Score -2.106752e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164038 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21067684.000000 Penalty: 5956.484863
	Iteration 10Q: 3 clusters Score -2.106768e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164063 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21067748.000000 Penalty: 5956.484863
	Iteration 11Q: 3 clusters Score -2.106775e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164065 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21067796.000000 Penalty: 5956.484863
	Iteration 12Q: 3 clusters Score -2.10678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164073 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21067820.000000 Penalty: 5956.484863
	Iteration 13Q: 3 clusters Score -2.106782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164076 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21067836.000000 Penalty: 5956.484863
	Iteration 14Q: 3 clusters Score -2.106784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164076 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21067838.000000 Penalty: 5956.484863
	Iteration 15Q: 3 clusters Score -2.106784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164079 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21067838.000000 Penalty: 5956.484863
	Iteration 16Q: 3 clusters Score -2.106784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164081 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21067850.000000 Penalty: 5956.484863
	Iteration 17Q: 3 clusters Score -2.106785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164080 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21067852.000000 Penalty: 5956.484863
	Iteration 18Q: 3 clusters Score -2.106785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164080 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21067852.000000 Penalty: 5956.484863
	Iteration 19F: 3 clusters Score -2.106785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -82844.085938 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -82844.09 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 399 members 
Entering Unmasked Estep 
Score: -81271.218750 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -81271.22 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -81983.179688 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -81983.18 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -82543.265625 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -82543.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -82914.937500 Penalty: 3328.419434
	Iteration 3F: 3 clusters Score -82914.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -83521.937500 Penalty: 3328.419434
	Iteration 4F: 3 clusters Score -83521.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -84016.906250 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -84016.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -84147.929688 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -84147.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -84251.929688 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -84251.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -84387.796875 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -84387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -84394.132812 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -84394.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -84409.375000 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -84409.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -84414.468750 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -84414.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -84420.453125 Penalty: 3328.419434
	Iteration 12Q: 3 clusters Score -84420.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -84439.085938 Penalty: 3328.419434
	Iteration 13Q: 3 clusters Score -84439.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -84464.617188 Penalty: 3328.419434
	Iteration 14Q: 3 clusters Score -84464.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -84491.710938 Penalty: 3328.419434
	Iteration 15Q: 3 clusters Score -84491.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -84496.929688 Penalty: 3328.419434
	Iteration 16Q: 3 clusters Score -84496.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -84498.437500 Penalty: 3328.419434
	Iteration 17Q: 3 clusters Score -84498.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -84500.460938 Penalty: 3328.419434
	Iteration 18Q: 3 clusters Score -84500.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -84500.460938 Penalty: 3328.419434
	Iteration 19F: 3 clusters Score -84500.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60240 members 
Mstep: Class 3 contains 69163 members 
Mstep: Class 4 contains 109410 members 
Mstep: Class 5 contains 63160 members 
Mstep: Class 6 contains 71768 members 
Mstep: Class 7 contains 164575 members 
Mstep: Class 8 contains 144239 members 
Mstep: Class 9 contains 22375 members 
Mstep: Class 10 contains 9347 members 
Mstep: Class 11 contains 154583 members 
Mstep: Class 12 contains 164233 members 
Mstep: Class 13 contains 306 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 163477 members 
Mstep: Class 16 contains 79509 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6615 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Mstep: Class 22 contains 515 members 
Entering Unmasked Estep 
Score: -161343168.000000 Penalty: 76770.804688
Splitting cluster 13 changes total score from -161343360.000000 to -161343168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -138159.750000 Penalty: 1760.192139
	Iteration 0F: 2 clusters Score -138159.8 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 607 members 
Entering Unmasked Estep 
Score: -136210.718750 Penalty: 3520.384277
	Iteration 0F: 3 clusters Score -136210.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -136887.187500 Penalty: 3520.384277
	Iteration 1F: 3 clusters Score -136887.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -137188.593750 Penalty: 3520.384277
	Iteration 2F: 3 clusters Score -137188.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -137389.890625 Penalty: 3520.384277
	Iteration 3F: 3 clusters Score -137389.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -137540.000000 Penalty: 3520.384277
	Iteration 4F: 3 clusters Score -137540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -137644.031250 Penalty: 3520.384277
	Iteration 5Q: 3 clusters Score -137644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -137738.078125 Penalty: 3520.384277
	Iteration 6Q: 3 clusters Score -137738.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -137800.234375 Penalty: 3520.384277
	Iteration 7Q: 3 clusters Score -137800.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -137846.796875 Penalty: 3520.384277
	Iteration 8Q: 3 clusters Score -137846.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -137884.734375 Penalty: 3520.384277
	Iteration 9Q: 3 clusters Score -137884.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -137912.546875 Penalty: 3520.384277
	Iteration 10Q: 3 clusters Score -137912.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -137941.484375 Penalty: 3520.384277
	Iteration 11Q: 3 clusters Score -137941.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -137987.109375 Penalty: 3520.384277
	Iteration 12Q: 3 clusters Score -137987.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -138052.343750 Penalty: 3520.384277
	Iteration 13Q: 3 clusters Score -138052.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -138104.937500 Penalty: 3520.384277
	Iteration 14Q: 3 clusters Score -138104.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -138123.484375 Penalty: 3520.384277
	Iteration 15Q: 3 clusters Score -138123.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -138129.968750 Penalty: 3520.384277
	Iteration 16Q: 3 clusters Score -138130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -138134.593750 Penalty: 3520.384277
	Iteration 17Q: 3 clusters Score -138134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -138135.343750 Penalty: 3520.384277
	Iteration 18Q: 3 clusters Score -138135.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -138136.109375 Penalty: 3520.384277
	Iteration 19Q: 3 clusters Score -138136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -138139.328125 Penalty: 3520.384277
	Iteration 20F: 3 clusters Score -138139.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -138140.500000 Penalty: 3520.384277
	Iteration 21Q: 3 clusters Score -138140.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -138140.500000 Penalty: 3520.384277
	Iteration 22F: 3 clusters Score -138140.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (163477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163477 members 
Entering Unmasked Estep 
Score: -20760376.000000 Penalty: 2977.098145
	Iteration 0F: 2 clusters Score -2.076038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81484 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -20652262.000000 Penalty: 5954.196289
	Iteration 0F: 3 clusters Score -2.065226e+07 nChanged 78239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78471 members 
Mstep: Class 2 contains 85006 members 
Entering Unmasked Estep 
Score: -20697508.000000 Penalty: 5954.196289
	Iteration 1F: 3 clusters Score -2.069751e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76289 members 
Mstep: Class 2 contains 87188 members 
Entering Unmasked Estep 
Score: -20698828.000000 Penalty: 5954.196289
	Iteration 2Q: 3 clusters Score -2.069883e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72851 members 
Mstep: Class 2 contains 90626 members 
Entering Unmasked Estep 
Score: -20700658.000000 Penalty: 5954.196289
	Iteration 3Q: 3 clusters Score -2.070066e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67506 members 
Mstep: Class 2 contains 95971 members 
Entering Unmasked Estep 
Score: -20704080.000000 Penalty: 5954.196289
	Iteration 4Q: 3 clusters Score -2.070408e+07 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 103920 members 
Entering Unmasked Estep 
Score: -20710830.000000 Penalty: 5954.196289
	Iteration 5F: 3 clusters Score -2.071083e+07 nChanged 13454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 114508 members 
Entering Unmasked Estep 
Score: -20722106.000000 Penalty: 5954.196289
	Iteration 6F: 3 clusters Score -2.072211e+07 nChanged 14266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 125888 members 
Entering Unmasked Estep 
Score: -20736092.000000 Penalty: 5954.196289
	Iteration 7F: 3 clusters Score -2.073609e+07 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 134046 members 
Entering Unmasked Estep 
Score: -20747770.000000 Penalty: 5954.196289
	Iteration 8F: 3 clusters Score -2.074777e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 137996 members 
Entering Unmasked Estep 
Score: -20753368.000000 Penalty: 5954.196289
	Iteration 9Q: 3 clusters Score -2.075337e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 140146 members 
Entering Unmasked Estep 
Score: -20755318.000000 Penalty: 5954.196289
	Iteration 10Q: 3 clusters Score -2.075532e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 141867 members 
Entering Unmasked Estep 
Score: -20756508.000000 Penalty: 5954.196289
	Iteration 11Q: 3 clusters Score -2.075651e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 143430 members 
Entering Unmasked Estep 
Score: -20757298.000000 Penalty: 5954.196289
	Iteration 12Q: 3 clusters Score -2.07573e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 144760 members 
Entering Unmasked Estep 
Score: -20757918.000000 Penalty: 5954.196289
	Iteration 13Q: 3 clusters Score -2.075792e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 145888 members 
Entering Unmasked Estep 
Score: -20758446.000000 Penalty: 5954.196289
	Iteration 14Q: 3 clusters Score -2.075845e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 146837 members 
Entering Unmasked Estep 
Score: -20758890.000000 Penalty: 5954.196289
	Iteration 15Q: 3 clusters Score -2.075889e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 147713 members 
Entering Unmasked Estep 
Score: -20759148.000000 Penalty: 5954.196289
	Iteration 16Q: 3 clusters Score -2.075915e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 148498 members 
Entering Unmasked Estep 
Score: -20759406.000000 Penalty: 5954.196289
	Iteration 17Q: 3 clusters Score -2.075941e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 149209 members 
Entering Unmasked Estep 
Score: -20759612.000000 Penalty: 5954.196289
	Iteration 18Q: 3 clusters Score -2.075961e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 149854 members 
Entering Unmasked Estep 
Score: -20759840.000000 Penalty: 5954.196289
	Iteration 19Q: 3 clusters Score -2.075984e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 150412 members 
Entering Unmasked Estep 
Score: -20759980.000000 Penalty: 5954.196289
	Iteration 20F: 3 clusters Score -2.075998e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 150910 members 
Entering Unmasked Estep 
Score: -20760076.000000 Penalty: 5954.196289
	Iteration 21Q: 3 clusters Score -2.076008e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 151334 members 
Entering Unmasked Estep 
Score: -20760092.000000 Penalty: 5954.196289
	Iteration 22Q: 3 clusters Score -2.076009e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 151718 members 
Entering Unmasked Estep 
Score: -20760142.000000 Penalty: 5954.196289
	Iteration 23Q: 3 clusters Score -2.076014e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 152068 members 
Entering Unmasked Estep 
Score: -20760204.000000 Penalty: 5954.196289
	Iteration 24Q: 3 clusters Score -2.07602e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 152377 members 
Entering Unmasked Estep 
Score: -20760232.000000 Penalty: 5954.196289
	Iteration 25Q: 3 clusters Score -2.076023e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 152638 members 
Entering Unmasked Estep 
Score: -20760296.000000 Penalty: 5954.196289
	Iteration 26Q: 3 clusters Score -2.07603e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 152848 members 
Entering Unmasked Estep 
Score: -20760292.000000 Penalty: 5954.196289
	Iteration 27Q: 3 clusters Score -2.076029e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 153046 members 
Entering Unmasked Estep 
Score: -20760334.000000 Penalty: 5954.196289
	Iteration 28Q: 3 clusters Score -2.076033e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 153240 members 
Entering Unmasked Estep 
Score: -20760320.000000 Penalty: 5954.196289
	Iteration 29Q: 3 clusters Score -2.076032e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 153426 members 
Entering Unmasked Estep 
Score: -20760356.000000 Penalty: 5954.196289
	Iteration 30Q: 3 clusters Score -2.076036e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 153583 members 
Entering Unmasked Estep 
Score: -20760388.000000 Penalty: 5954.196289
	Iteration 31Q: 3 clusters Score -2.076039e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 153716 members 
Entering Unmasked Estep 
Score: -20760406.000000 Penalty: 5954.196289
	Iteration 32Q: 3 clusters Score -2.076041e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 153841 members 
Entering Unmasked Estep 
Score: -20760364.000000 Penalty: 5954.196289
	Iteration 33Q: 3 clusters Score -2.076036e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 153959 members 
Entering Unmasked Estep 
Score: -20760366.000000 Penalty: 5954.196289
	Iteration 34Q: 3 clusters Score -2.076037e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 154062 members 
Entering Unmasked Estep 
Score: -20760430.000000 Penalty: 5954.196289
	Iteration 35Q: 3 clusters Score -2.076043e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 154172 members 
Entering Unmasked Estep 
Score: -20760448.000000 Penalty: 5954.196289
	Iteration 36Q: 3 clusters Score -2.076045e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 154272 members 
Entering Unmasked Estep 
Score: -20760440.000000 Penalty: 5954.196289
	Iteration 37Q: 3 clusters Score -2.076044e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 154362 members 
Entering Unmasked Estep 
Score: -20760408.000000 Penalty: 5954.196289
	Iteration 38Q: 3 clusters Score -2.076041e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 154433 members 
Entering Unmasked Estep 
Score: -20760408.000000 Penalty: 5954.196289
	Iteration 39Q: 3 clusters Score -2.076041e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 154505 members 
Entering Unmasked Estep 
Score: -20760382.000000 Penalty: 5954.196289
	Iteration 40F: 3 clusters Score -2.076038e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 154563 members 
Entering Unmasked Estep 
Score: -20760380.000000 Penalty: 5954.196289
	Iteration 41Q: 3 clusters Score -2.076038e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 154613 members 
Entering Unmasked Estep 
Score: -20760366.000000 Penalty: 5954.196289
	Iteration 42Q: 3 clusters Score -2.076037e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 154658 members 
Entering Unmasked Estep 
Score: -20760388.000000 Penalty: 5954.196289
	Iteration 43Q: 3 clusters Score -2.076039e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 154706 members 
Entering Unmasked Estep 
Score: -20760408.000000 Penalty: 5954.196289
	Iteration 44Q: 3 clusters Score -2.076041e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 154755 members 
Entering Unmasked Estep 
Score: -20760444.000000 Penalty: 5954.196289
	Iteration 45Q: 3 clusters Score -2.076044e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 154793 members 
Entering Unmasked Estep 
Score: -20760438.000000 Penalty: 5954.196289
	Iteration 46Q: 3 clusters Score -2.076044e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 154847 members 
Entering Unmasked Estep 
Score: -20760462.000000 Penalty: 5954.196289
	Iteration 47Q: 3 clusters Score -2.076046e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 154902 members 
Entering Unmasked Estep 
Score: -20760470.000000 Penalty: 5954.196289
	Iteration 48Q: 3 clusters Score -2.076047e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 154961 members 
Entering Unmasked Estep 
Score: -20760450.000000 Penalty: 5954.196289
	Iteration 49Q: 3 clusters Score -2.076045e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 155004 members 
Entering Unmasked Estep 
Score: -20760448.000000 Penalty: 5954.196289
	Iteration 50Q: 3 clusters Score -2.076045e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 155048 members 
Entering Unmasked Estep 
Score: -20760484.000000 Penalty: 5954.196289
	Iteration 51Q: 3 clusters Score -2.076048e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 155085 members 
Entering Unmasked Estep 
Score: -20760458.000000 Penalty: 5954.196289
	Iteration 52Q: 3 clusters Score -2.076046e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 155126 members 
Entering Unmasked Estep 
Score: -20760482.000000 Penalty: 5954.196289
	Iteration 53Q: 3 clusters Score -2.076048e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 155168 members 
Entering Unmasked Estep 
Score: -20760482.000000 Penalty: 5954.196289
	Iteration 54Q: 3 clusters Score -2.076048e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -20760490.000000 Penalty: 5954.196289
	Iteration 55Q: 3 clusters Score -2.076049e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 155238 members 
Entering Unmasked Estep 
Score: -20760468.000000 Penalty: 5954.196289
	Iteration 56Q: 3 clusters Score -2.076047e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 155270 members 
Entering Unmasked Estep 
Score: -20760454.000000 Penalty: 5954.196289
	Iteration 57Q: 3 clusters Score -2.076045e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 155292 members 
Entering Unmasked Estep 
Score: -20760454.000000 Penalty: 5954.196289
	Iteration 58Q: 3 clusters Score -2.076045e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 155314 members 
Entering Unmasked Estep 
Score: -20760444.000000 Penalty: 5954.196289
	Iteration 59Q: 3 clusters Score -2.076044e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 155340 members 
Entering Unmasked Estep 
Score: -20760440.000000 Penalty: 5954.196289
	Iteration 60F: 3 clusters Score -2.076044e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 155369 members 
Entering Unmasked Estep 
Score: -20760466.000000 Penalty: 5954.196289
	Iteration 61Q: 3 clusters Score -2.076047e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 155396 members 
Entering Unmasked Estep 
Score: -20760464.000000 Penalty: 5954.196289
	Iteration 62Q: 3 clusters Score -2.076046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 155418 members 
Entering Unmasked Estep 
Score: -20760446.000000 Penalty: 5954.196289
	Iteration 63Q: 3 clusters Score -2.076045e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 155440 members 
Entering Unmasked Estep 
Score: -20760444.000000 Penalty: 5954.196289
	Iteration 64Q: 3 clusters Score -2.076044e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 155463 members 
Entering Unmasked Estep 
Score: -20760434.000000 Penalty: 5954.196289
	Iteration 65Q: 3 clusters Score -2.076043e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 155492 members 
Entering Unmasked Estep 
Score: -20760424.000000 Penalty: 5954.196289
	Iteration 66Q: 3 clusters Score -2.076042e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 155519 members 
Entering Unmasked Estep 
Score: -20760420.000000 Penalty: 5954.196289
	Iteration 67Q: 3 clusters Score -2.076042e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 155552 members 
Entering Unmasked Estep 
Score: -20760438.000000 Penalty: 5954.196289
	Iteration 68Q: 3 clusters Score -2.076044e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 155576 members 
Entering Unmasked Estep 
Score: -20760426.000000 Penalty: 5954.196289
	Iteration 69Q: 3 clusters Score -2.076043e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 155601 members 
Entering Unmasked Estep 
Score: -20760422.000000 Penalty: 5954.196289
	Iteration 70Q: 3 clusters Score -2.076042e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 155625 members 
Entering Unmasked Estep 
Score: -20760426.000000 Penalty: 5954.196289
	Iteration 71Q: 3 clusters Score -2.076043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 155636 members 
Entering Unmasked Estep 
Score: -20760410.000000 Penalty: 5954.196289
	Iteration 72Q: 3 clusters Score -2.076041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 155644 members 
Entering Unmasked Estep 
Score: -20760402.000000 Penalty: 5954.196289
	Iteration 73Q: 3 clusters Score -2.07604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 155653 members 
Entering Unmasked Estep 
Score: -20760408.000000 Penalty: 5954.196289
	Iteration 74Q: 3 clusters Score -2.076041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 155662 members 
Entering Unmasked Estep 
Score: -20760410.000000 Penalty: 5954.196289
	Iteration 75Q: 3 clusters Score -2.076041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 155675 members 
Entering Unmasked Estep 
Score: -20760412.000000 Penalty: 5954.196289
	Iteration 76Q: 3 clusters Score -2.076041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 155684 members 
Entering Unmasked Estep 
Score: -20760414.000000 Penalty: 5954.196289
	Iteration 77Q: 3 clusters Score -2.076041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 155692 members 
Entering Unmasked Estep 
Score: -20760428.000000 Penalty: 5954.196289
	Iteration 78Q: 3 clusters Score -2.076043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 155697 members 
Entering Unmasked Estep 
Score: -20760400.000000 Penalty: 5954.196289
	Iteration 79Q: 3 clusters Score -2.07604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 155700 members 
Entering Unmasked Estep 
Score: -20760406.000000 Penalty: 5954.196289
	Iteration 80F: 3 clusters Score -2.076041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 155704 members 
Entering Unmasked Estep 
Score: -20760396.000000 Penalty: 5954.196289
	Iteration 81Q: 3 clusters Score -2.07604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 155707 members 
Entering Unmasked Estep 
Score: -20760396.000000 Penalty: 5954.196289
	Iteration 82Q: 3 clusters Score -2.07604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 155709 members 
Entering Unmasked Estep 
Score: -20760404.000000 Penalty: 5954.196289
	Iteration 83Q: 3 clusters Score -2.07604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 155712 members 
Entering Unmasked Estep 
Score: -20760390.000000 Penalty: 5954.196289
	Iteration 84Q: 3 clusters Score -2.076039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 155715 members 
Entering Unmasked Estep 
Score: -20760404.000000 Penalty: 5954.196289
	Iteration 85Q: 3 clusters Score -2.07604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 155718 members 
Entering Unmasked Estep 
Score: -20760402.000000 Penalty: 5954.196289
	Iteration 86Q: 3 clusters Score -2.07604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 155719 members 
Entering Unmasked Estep 
Score: -20760406.000000 Penalty: 5954.196289
	Iteration 87Q: 3 clusters Score -2.076041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 155720 members 
Entering Unmasked Estep 
Score: -20760404.000000 Penalty: 5954.196289
	Iteration 88Q: 3 clusters Score -2.07604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 155725 members 
Entering Unmasked Estep 
Score: -20760402.000000 Penalty: 5954.196289
	Iteration 89Q: 3 clusters Score -2.07604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 155728 members 
Entering Unmasked Estep 
Score: -20760402.000000 Penalty: 5954.196289
	Iteration 90Q: 3 clusters Score -2.07604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 155729 members 
Entering Unmasked Estep 
Score: -20760402.000000 Penalty: 5954.196289
	Iteration 91Q: 3 clusters Score -2.07604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 155730 members 
Entering Unmasked Estep 
Score: -20760416.000000 Penalty: 5954.196289
	Iteration 92Q: 3 clusters Score -2.076042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 155731 members 
Entering Unmasked Estep 
Score: -20760406.000000 Penalty: 5954.196289
	Iteration 93Q: 3 clusters Score -2.076041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 155731 members 
Entering Unmasked Estep 
Score: -20760406.000000 Penalty: 5954.196289
	Iteration 94F: 3 clusters Score -2.076041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60240 members 
Mstep: Class 3 contains 69163 members 
Mstep: Class 4 contains 109410 members 
Mstep: Class 5 contains 63160 members 
Mstep: Class 6 contains 71768 members 
Mstep: Class 7 contains 164575 members 
Mstep: Class 8 contains 144239 members 
Mstep: Class 9 contains 22375 members 
Mstep: Class 10 contains 9347 members 
Mstep: Class 11 contains 154583 members 
Mstep: Class 12 contains 164233 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 7746 members 
Mstep: Class 16 contains 79509 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6615 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Mstep: Class 22 contains 155731 members 
Entering Unmasked Estep 
Score: -161341792.000000 Penalty: 76770.804688
Splitting cluster 15 changes total score from -161343360.000000 to -161341792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (79509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79509 members 
Entering Unmasked Estep 
Score: -10073916.000000 Penalty: 2798.339111
	Iteration 0F: 2 clusters Score -1.007392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -10020700.000000 Penalty: 5596.678223
	Iteration 0F: 3 clusters Score -1.00207e+07 nChanged 37437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -10041923.000000 Penalty: 5596.678223
	Iteration 1F: 3 clusters Score -1.004192e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -10042680.000000 Penalty: 5596.678223
	Iteration 2Q: 3 clusters Score -1.004268e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -10043453.000000 Penalty: 5596.678223
	Iteration 3Q: 3 clusters Score -1.004345e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -10044649.000000 Penalty: 5596.678223
	Iteration 4Q: 3 clusters Score -1.004465e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -10046754.000000 Penalty: 5596.678223
	Iteration 5Q: 3 clusters Score -1.004675e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -10049340.000000 Penalty: 5596.678223
	Iteration 6F: 3 clusters Score -1.004934e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -10052315.000000 Penalty: 5596.678223
	Iteration 7F: 3 clusters Score -1.005232e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -10055734.000000 Penalty: 5596.678223
	Iteration 8F: 3 clusters Score -1.005573e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -10059424.000000 Penalty: 5596.678223
	Iteration 9F: 3 clusters Score -1.005942e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -10062441.000000 Penalty: 5596.678223
	Iteration 10F: 3 clusters Score -1.006244e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -10064292.000000 Penalty: 5596.678223
	Iteration 11Q: 3 clusters Score -1.006429e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -10065188.000000 Penalty: 5596.678223
	Iteration 12Q: 3 clusters Score -1.006519e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -10065925.000000 Penalty: 5596.678223
	Iteration 13Q: 3 clusters Score -1.006592e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -10066439.000000 Penalty: 5596.678223
	Iteration 14Q: 3 clusters Score -1.006644e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -10066885.000000 Penalty: 5596.678223
	Iteration 15Q: 3 clusters Score -1.006688e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -10067314.000000 Penalty: 5596.678223
	Iteration 16Q: 3 clusters Score -1.006731e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -10067633.000000 Penalty: 5596.678223
	Iteration 17Q: 3 clusters Score -1.006763e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -10067885.000000 Penalty: 5596.678223
	Iteration 18Q: 3 clusters Score -1.006788e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -10068093.000000 Penalty: 5596.678223
	Iteration 19Q: 3 clusters Score -1.006809e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -10068258.000000 Penalty: 5596.678223
	Iteration 20F: 3 clusters Score -1.006826e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -10068408.000000 Penalty: 5596.678223
	Iteration 21Q: 3 clusters Score -1.006841e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -10068517.000000 Penalty: 5596.678223
	Iteration 22Q: 3 clusters Score -1.006852e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -10068600.000000 Penalty: 5596.678223
	Iteration 23Q: 3 clusters Score -1.00686e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -10068667.000000 Penalty: 5596.678223
	Iteration 24Q: 3 clusters Score -1.006867e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -10068718.000000 Penalty: 5596.678223
	Iteration 25Q: 3 clusters Score -1.006872e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -10068807.000000 Penalty: 5596.678223
	Iteration 26Q: 3 clusters Score -1.006881e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -10068851.000000 Penalty: 5596.678223
	Iteration 27Q: 3 clusters Score -1.006885e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -10068877.000000 Penalty: 5596.678223
	Iteration 28Q: 3 clusters Score -1.006888e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -10068912.000000 Penalty: 5596.678223
	Iteration 29Q: 3 clusters Score -1.006891e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -10068997.000000 Penalty: 5596.678223
	Iteration 30Q: 3 clusters Score -1.0069e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -10069066.000000 Penalty: 5596.678223
	Iteration 31Q: 3 clusters Score -1.006907e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -10069088.000000 Penalty: 5596.678223
	Iteration 32Q: 3 clusters Score -1.006909e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -10069158.000000 Penalty: 5596.678223
	Iteration 33Q: 3 clusters Score -1.006916e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -10069234.000000 Penalty: 5596.678223
	Iteration 34Q: 3 clusters Score -1.006923e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -10069306.000000 Penalty: 5596.678223
	Iteration 35Q: 3 clusters Score -1.006931e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -10069380.000000 Penalty: 5596.678223
	Iteration 36Q: 3 clusters Score -1.006938e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -10069474.000000 Penalty: 5596.678223
	Iteration 37Q: 3 clusters Score -1.006947e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -10069566.000000 Penalty: 5596.678223
	Iteration 38Q: 3 clusters Score -1.006957e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -10069654.000000 Penalty: 5596.678223
	Iteration 39Q: 3 clusters Score -1.006965e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -10069681.000000 Penalty: 5596.678223
	Iteration 40F: 3 clusters Score -1.006968e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -10069712.000000 Penalty: 5596.678223
	Iteration 41Q: 3 clusters Score -1.006971e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -10069741.000000 Penalty: 5596.678223
	Iteration 42Q: 3 clusters Score -1.006974e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -10069757.000000 Penalty: 5596.678223
	Iteration 43Q: 3 clusters Score -1.006976e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -10069815.000000 Penalty: 5596.678223
	Iteration 44Q: 3 clusters Score -1.006982e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -10069844.000000 Penalty: 5596.678223
	Iteration 45Q: 3 clusters Score -1.006984e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -10069898.000000 Penalty: 5596.678223
	Iteration 46Q: 3 clusters Score -1.00699e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -10069943.000000 Penalty: 5596.678223
	Iteration 47Q: 3 clusters Score -1.006994e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -10069946.000000 Penalty: 5596.678223
	Iteration 48Q: 3 clusters Score -1.006995e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -10069966.000000 Penalty: 5596.678223
	Iteration 49Q: 3 clusters Score -1.006997e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -10069992.000000 Penalty: 5596.678223
	Iteration 50Q: 3 clusters Score -1.006999e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -10070024.000000 Penalty: 5596.678223
	Iteration 51Q: 3 clusters Score -1.007002e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -10070035.000000 Penalty: 5596.678223
	Iteration 52Q: 3 clusters Score -1.007004e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -10070046.000000 Penalty: 5596.678223
	Iteration 53Q: 3 clusters Score -1.007005e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -10070052.000000 Penalty: 5596.678223
	Iteration 54Q: 3 clusters Score -1.007005e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -10070067.000000 Penalty: 5596.678223
	Iteration 55Q: 3 clusters Score -1.007007e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -10070061.000000 Penalty: 5596.678223
	Iteration 56Q: 3 clusters Score -1.007006e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -10070081.000000 Penalty: 5596.678223
	Iteration 57Q: 3 clusters Score -1.007008e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -10070092.000000 Penalty: 5596.678223
	Iteration 58Q: 3 clusters Score -1.007009e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -10070079.000000 Penalty: 5596.678223
	Iteration 59Q: 3 clusters Score -1.007008e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -10070087.000000 Penalty: 5596.678223
	Iteration 60F: 3 clusters Score -1.007009e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -10070092.000000 Penalty: 5596.678223
	Iteration 61Q: 3 clusters Score -1.007009e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -10070091.000000 Penalty: 5596.678223
	Iteration 62Q: 3 clusters Score -1.007009e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -10070094.000000 Penalty: 5596.678223
	Iteration 63Q: 3 clusters Score -1.007009e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -10070087.000000 Penalty: 5596.678223
	Iteration 64Q: 3 clusters Score -1.007009e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -10070086.000000 Penalty: 5596.678223
	Iteration 65Q: 3 clusters Score -1.007009e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -10070086.000000 Penalty: 5596.678223
	Iteration 66Q: 3 clusters Score -1.007009e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -10070096.000000 Penalty: 5596.678223
	Iteration 67Q: 3 clusters Score -1.00701e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -10070107.000000 Penalty: 5596.678223
	Iteration 68Q: 3 clusters Score -1.007011e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -10070091.000000 Penalty: 5596.678223
	Iteration 69Q: 3 clusters Score -1.007009e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -10070094.000000 Penalty: 5596.678223
	Iteration 70Q: 3 clusters Score -1.007009e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55219 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -10070093.000000 Penalty: 5596.678223
	Iteration 71Q: 3 clusters Score -1.007009e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -10070073.000000 Penalty: 5596.678223
	Iteration 72Q: 3 clusters Score -1.007007e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -10070070.000000 Penalty: 5596.678223
	Iteration 73Q: 3 clusters Score -1.007007e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -10070040.000000 Penalty: 5596.678223
	Iteration 74Q: 3 clusters Score -1.007004e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -10070064.000000 Penalty: 5596.678223
	Iteration 75Q: 3 clusters Score -1.007006e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -10070066.000000 Penalty: 5596.678223
	Iteration 76Q: 3 clusters Score -1.007007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -10070084.000000 Penalty: 5596.678223
	Iteration 77Q: 3 clusters Score -1.007008e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -10070078.000000 Penalty: 5596.678223
	Iteration 78Q: 3 clusters Score -1.007008e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -10070081.000000 Penalty: 5596.678223
	Iteration 79Q: 3 clusters Score -1.007008e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -10070079.000000 Penalty: 5596.678223
	Iteration 80F: 3 clusters Score -1.007008e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -10070079.000000 Penalty: 5596.678223
	Iteration 81Q: 3 clusters Score -1.007008e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -10070076.000000 Penalty: 5596.678223
	Iteration 82Q: 3 clusters Score -1.007008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -10070077.000000 Penalty: 5596.678223
	Iteration 83Q: 3 clusters Score -1.007008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -10070076.000000 Penalty: 5596.678223
	Iteration 84Q: 3 clusters Score -1.007008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -10070079.000000 Penalty: 5596.678223
	Iteration 85Q: 3 clusters Score -1.007008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55615 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -10070095.000000 Penalty: 5596.678223
	Iteration 86Q: 3 clusters Score -1.00701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -10070088.000000 Penalty: 5596.678223
	Iteration 87Q: 3 clusters Score -1.007009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -10070091.000000 Penalty: 5596.678223
	Iteration 88Q: 3 clusters Score -1.007009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -10070096.000000 Penalty: 5596.678223
	Iteration 89Q: 3 clusters Score -1.00701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55640 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -10070101.000000 Penalty: 5596.678223
	Iteration 90Q: 3 clusters Score -1.00701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -10070101.000000 Penalty: 5596.678223
	Iteration 91Q: 3 clusters Score -1.00701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -10070102.000000 Penalty: 5596.678223
	Iteration 92Q: 3 clusters Score -1.00701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -10070082.000000 Penalty: 5596.678223
	Iteration 93Q: 3 clusters Score -1.007008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -10070083.000000 Penalty: 5596.678223
	Iteration 94Q: 3 clusters Score -1.007008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -10070087.000000 Penalty: 5596.678223
	Iteration 95Q: 3 clusters Score -1.007009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -10070082.000000 Penalty: 5596.678223
	Iteration 96Q: 3 clusters Score -1.007008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -10070079.000000 Penalty: 5596.678223
	Iteration 97Q: 3 clusters Score -1.007008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -10070077.000000 Penalty: 5596.678223
	Iteration 98Q: 3 clusters Score -1.007008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -10070086.000000 Penalty: 5596.678223
	Iteration 99Q: 3 clusters Score -1.007009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -10070092.000000 Penalty: 5596.678223
	Iteration 100F: 3 clusters Score -1.007009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -10070096.000000 Penalty: 5596.678223
	Iteration 101Q: 3 clusters Score -1.00701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -10070099.000000 Penalty: 5596.678223
	Iteration 102Q: 3 clusters Score -1.00701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -10070092.000000 Penalty: 5596.678223
	Iteration 103Q: 3 clusters Score -1.007009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -10070098.000000 Penalty: 5596.678223
	Iteration 104Q: 3 clusters Score -1.00701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -10070096.000000 Penalty: 5596.678223
	Iteration 105Q: 3 clusters Score -1.00701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -10070088.000000 Penalty: 5596.678223
	Iteration 106Q: 3 clusters Score -1.007009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -10070084.000000 Penalty: 5596.678223
	Iteration 107Q: 3 clusters Score -1.007008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -10070084.000000 Penalty: 5596.678223
	Iteration 108Q: 3 clusters Score -1.007008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -10070084.000000 Penalty: 5596.678223
	Iteration 109Q: 3 clusters Score -1.007008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -10070084.000000 Penalty: 5596.678223
	Iteration 110F: 3 clusters Score -1.007008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -81088.343750 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -81088.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79396.687500 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -79396.69 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79835.093750 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -79835.09 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -80283.367188 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -80283.37 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -81152.687500 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -81152.69 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -81836.328125 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -81836.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81988.429688 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -81988.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -82014.835938 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -82014.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -82070.015625 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -82070.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82282.578125 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -82282.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -82308.570312 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -82308.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -82310.093750 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -82310.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -82318.375000 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -82318.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -82327.085938 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -82327.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -82329.265625 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -82329.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -82330.914062 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -82330.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -82330.914062 Penalty: 3312.457520
	Iteration 15F: 3 clusters Score -82330.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60240 members 
Mstep: Class 3 contains 69163 members 
Mstep: Class 4 contains 109410 members 
Mstep: Class 5 contains 63160 members 
Mstep: Class 6 contains 71768 members 
Mstep: Class 7 contains 164575 members 
Mstep: Class 8 contains 144239 members 
Mstep: Class 9 contains 22375 members 
Mstep: Class 10 contains 9347 members 
Mstep: Class 11 contains 154583 members 
Mstep: Class 12 contains 164233 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 163477 members 
Mstep: Class 16 contains 79509 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6615 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Mstep: Class 22 contains 478 members 
Entering Unmasked Estep 
Score: -161342880.000000 Penalty: 76770.804688
Splitting cluster 17 changes total score from -161343360.000000 to -161342880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Entering Unmasked Estep 
Score: -251140.343750 Penalty: 1887.736938
	Iteration 0F: 2 clusters Score -251140.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -248515.109375 Penalty: 3775.473877
	Iteration 0F: 3 clusters Score -248515.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -248963.578125 Penalty: 3775.473877
	Iteration 1F: 3 clusters Score -248963.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -249079.375000 Penalty: 3775.473877
	Iteration 2F: 3 clusters Score -249079.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -249140.203125 Penalty: 3775.473877
	Iteration 3Q: 3 clusters Score -249140.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -249178.515625 Penalty: 3775.473877
	Iteration 4Q: 3 clusters Score -249178.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -249226.000000 Penalty: 3775.473877
	Iteration 5Q: 3 clusters Score -249226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -249261.968750 Penalty: 3775.473877
	Iteration 6Q: 3 clusters Score -249262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -249302.375000 Penalty: 3775.473877
	Iteration 7Q: 3 clusters Score -249302.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -249335.703125 Penalty: 3775.473877
	Iteration 8Q: 3 clusters Score -249335.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -249368.843750 Penalty: 3775.473877
	Iteration 9Q: 3 clusters Score -249368.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -249399.843750 Penalty: 3775.473877
	Iteration 10Q: 3 clusters Score -249399.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -249439.984375 Penalty: 3775.473877
	Iteration 11Q: 3 clusters Score -249440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -249483.421875 Penalty: 3775.473877
	Iteration 12Q: 3 clusters Score -249483.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -249536.031250 Penalty: 3775.473877
	Iteration 13Q: 3 clusters Score -249536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -249590.390625 Penalty: 3775.473877
	Iteration 14Q: 3 clusters Score -249590.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -249654.875000 Penalty: 3775.473877
	Iteration 15Q: 3 clusters Score -249654.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -249717.500000 Penalty: 3775.473877
	Iteration 16Q: 3 clusters Score -249717.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -249781.937500 Penalty: 3775.473877
	Iteration 17Q: 3 clusters Score -249781.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -249859.609375 Penalty: 3775.473877
	Iteration 18Q: 3 clusters Score -249859.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -249922.296875 Penalty: 3775.473877
	Iteration 19Q: 3 clusters Score -249922.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -249987.062500 Penalty: 3775.473877
	Iteration 20F: 3 clusters Score -249987.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -250036.328125 Penalty: 3775.473877
	Iteration 21Q: 3 clusters Score -250036.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -250069.546875 Penalty: 3775.473877
	Iteration 22Q: 3 clusters Score -250069.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -250091.828125 Penalty: 3775.473877
	Iteration 23Q: 3 clusters Score -250091.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -250108.187500 Penalty: 3775.473877
	Iteration 24Q: 3 clusters Score -250108.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -250114.546875 Penalty: 3775.473877
	Iteration 25Q: 3 clusters Score -250114.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -250117.171875 Penalty: 3775.473877
	Iteration 26Q: 3 clusters Score -250117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -250118.468750 Penalty: 3775.473877
	Iteration 27Q: 3 clusters Score -250118.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -250121.359375 Penalty: 3775.473877
	Iteration 28Q: 3 clusters Score -250121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -250122.140625 Penalty: 3775.473877
	Iteration 29Q: 3 clusters Score -250122.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -250124.359375 Penalty: 3775.473877
	Iteration 30Q: 3 clusters Score -250124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -250127.265625 Penalty: 3775.473877
	Iteration 31Q: 3 clusters Score -250127.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -250127.734375 Penalty: 3775.473877
	Iteration 32Q: 3 clusters Score -250127.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -250128.390625 Penalty: 3775.473877
	Iteration 33Q: 3 clusters Score -250128.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -250129.125000 Penalty: 3775.473877
	Iteration 34Q: 3 clusters Score -250129.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -250129.125000 Penalty: 3775.473877
	Iteration 35F: 3 clusters Score -250129.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Entering Unmasked Estep 
Score: -797288.875000 Penalty: 2181.679688
	Iteration 0F: 2 clusters Score -797288.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -791778.625000 Penalty: 4363.359375
	Iteration 0F: 3 clusters Score -791778.6 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -793228.312500 Penalty: 4363.359375
	Iteration 1F: 3 clusters Score -793228.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -793480.437500 Penalty: 4363.359375
	Iteration 2F: 3 clusters Score -793480.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -793673.937500 Penalty: 4363.359375
	Iteration 3F: 3 clusters Score -793673.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -793883.062500 Penalty: 4363.359375
	Iteration 4Q: 3 clusters Score -793883.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -794143.875000 Penalty: 4363.359375
	Iteration 5F: 3 clusters Score -794143.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -794454.812500 Penalty: 4363.359375
	Iteration 6F: 3 clusters Score -794454.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -794782.125000 Penalty: 4363.359375
	Iteration 7F: 3 clusters Score -794782.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -795065.312500 Penalty: 4363.359375
	Iteration 8F: 3 clusters Score -795065.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -795294.187500 Penalty: 4363.359375
	Iteration 9F: 3 clusters Score -795294.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -795470.875000 Penalty: 4363.359375
	Iteration 10Q: 3 clusters Score -795470.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -795603.375000 Penalty: 4363.359375
	Iteration 11Q: 3 clusters Score -795603.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -795718.125000 Penalty: 4363.359375
	Iteration 12Q: 3 clusters Score -795718.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -795783.937500 Penalty: 4363.359375
	Iteration 13Q: 3 clusters Score -795783.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -795825.750000 Penalty: 4363.359375
	Iteration 14Q: 3 clusters Score -795825.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -795860.187500 Penalty: 4363.359375
	Iteration 15Q: 3 clusters Score -795860.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -795879.500000 Penalty: 4363.359375
	Iteration 16Q: 3 clusters Score -795879.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -795904.937500 Penalty: 4363.359375
	Iteration 17Q: 3 clusters Score -795904.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -795924.000000 Penalty: 4363.359375
	Iteration 18Q: 3 clusters Score -795924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -795938.312500 Penalty: 4363.359375
	Iteration 19Q: 3 clusters Score -795938.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -795952.125000 Penalty: 4363.359375
	Iteration 20F: 3 clusters Score -795952.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -795962.250000 Penalty: 4363.359375
	Iteration 21Q: 3 clusters Score -795962.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -795971.062500 Penalty: 4363.359375
	Iteration 22Q: 3 clusters Score -795971.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -795980.562500 Penalty: 4363.359375
	Iteration 23Q: 3 clusters Score -795980.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -795985.937500 Penalty: 4363.359375
	Iteration 24Q: 3 clusters Score -795985.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -795994.250000 Penalty: 4363.359375
	Iteration 25Q: 3 clusters Score -795994.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -796002.562500 Penalty: 4363.359375
	Iteration 26Q: 3 clusters Score -796002.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -796009.500000 Penalty: 4363.359375
	Iteration 27Q: 3 clusters Score -796009.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -796014.000000 Penalty: 4363.359375
	Iteration 28Q: 3 clusters Score -796014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -796018.750000 Penalty: 4363.359375
	Iteration 29Q: 3 clusters Score -796018.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -796020.312500 Penalty: 4363.359375
	Iteration 30Q: 3 clusters Score -796020.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -796020.687500 Penalty: 4363.359375
	Iteration 31Q: 3 clusters Score -796020.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -796023.812500 Penalty: 4363.359375
	Iteration 32Q: 3 clusters Score -796023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -796023.875000 Penalty: 4363.359375
	Iteration 33Q: 3 clusters Score -796023.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -796025.125000 Penalty: 4363.359375
	Iteration 34Q: 3 clusters Score -796025.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -796025.125000 Penalty: 4363.359375
	Iteration 35F: 3 clusters Score -796025.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -62666.695312 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -62666.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61090.835938 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -61090.84 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61410.660156 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -61410.66 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61640.121094 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -61640.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61816.824219 Penalty: 3193.917725
	Iteration 3F: 3 clusters Score -61816.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61935.062500 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -61935.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62083.683594 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -62083.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62205.902344 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -62205.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62363.070312 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -62363.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62451.273438 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -62451.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62539.730469 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -62539.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62608.425781 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -62608.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62649.507812 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -62649.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -62674.480469 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -62674.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -62692.035156 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -62692.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -62697.261719 Penalty: 3193.917725
	Iteration 14Q: 3 clusters Score -62697.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -62700.476562 Penalty: 3193.917725
	Iteration 15Q: 3 clusters Score -62700.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -62700.476562 Penalty: 3193.917725
	Iteration 16F: 3 clusters Score -62700.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60240 members 
Mstep: Class 3 contains 69163 members 
Mstep: Class 4 contains 109410 members 
Mstep: Class 5 contains 63160 members 
Mstep: Class 6 contains 71768 members 
Mstep: Class 7 contains 164575 members 
Mstep: Class 8 contains 144239 members 
Mstep: Class 9 contains 22375 members 
Mstep: Class 10 contains 9347 members 
Mstep: Class 11 contains 154583 members 
Mstep: Class 12 contains 164233 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 163477 members 
Mstep: Class 16 contains 79509 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6615 members 
Mstep: Class 20 contains 244 members 
Mstep: Class 21 contains 2122 members 
Mstep: Class 22 contains 382 members 
Entering Unmasked Estep 
Score: -161341728.000000 Penalty: 76770.804688
Splitting cluster 20 changes total score from -161343360.000000 to -161341728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -265404.343750 Penalty: 1899.708374
	Iteration 0F: 2 clusters Score -265404.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -262673.593750 Penalty: 3799.416748
	Iteration 0F: 3 clusters Score -262673.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -263152.312500 Penalty: 3799.416748
	Iteration 1F: 3 clusters Score -263152.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -263271.375000 Penalty: 3799.416748
	Iteration 2F: 3 clusters Score -263271.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -263355.156250 Penalty: 3799.416748
	Iteration 3Q: 3 clusters Score -263355.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -263405.312500 Penalty: 3799.416748
	Iteration 4Q: 3 clusters Score -263405.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -263443.093750 Penalty: 3799.416748
	Iteration 5Q: 3 clusters Score -263443.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -263469.437500 Penalty: 3799.416748
	Iteration 6Q: 3 clusters Score -263469.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -263490.156250 Penalty: 3799.416748
	Iteration 7Q: 3 clusters Score -263490.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -263506.125000 Penalty: 3799.416748
	Iteration 8Q: 3 clusters Score -263506.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -263515.906250 Penalty: 3799.416748
	Iteration 9Q: 3 clusters Score -263515.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -263530.312500 Penalty: 3799.416748
	Iteration 10Q: 3 clusters Score -263530.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -263546.718750 Penalty: 3799.416748
	Iteration 11Q: 3 clusters Score -263546.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -263559.625000 Penalty: 3799.416748
	Iteration 12Q: 3 clusters Score -263559.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -263570.781250 Penalty: 3799.416748
	Iteration 13Q: 3 clusters Score -263570.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -263581.281250 Penalty: 3799.416748
	Iteration 14Q: 3 clusters Score -263581.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -263598.062500 Penalty: 3799.416748
	Iteration 15Q: 3 clusters Score -263598.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -263612.750000 Penalty: 3799.416748
	Iteration 16Q: 3 clusters Score -263612.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -263624.937500 Penalty: 3799.416748
	Iteration 17Q: 3 clusters Score -263624.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -263638.531250 Penalty: 3799.416748
	Iteration 18Q: 3 clusters Score -263638.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -263652.031250 Penalty: 3799.416748
	Iteration 19Q: 3 clusters Score -263652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -263663.187500 Penalty: 3799.416748
	Iteration 20F: 3 clusters Score -263663.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -263669.375000 Penalty: 3799.416748
	Iteration 21Q: 3 clusters Score -263669.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -263675.718750 Penalty: 3799.416748
	Iteration 22Q: 3 clusters Score -263675.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -263680.968750 Penalty: 3799.416748
	Iteration 23Q: 3 clusters Score -263681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -263681.843750 Penalty: 3799.416748
	Iteration 24Q: 3 clusters Score -263681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -263681.843750 Penalty: 3799.416748
	Iteration 25F: 3 clusters Score -263681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60240 members 
Mstep: Class 3 contains 69163 members 
Mstep: Class 4 contains 109410 members 
Mstep: Class 5 contains 63160 members 
Mstep: Class 6 contains 71768 members 
Mstep: Class 7 contains 164575 members 
Mstep: Class 8 contains 144239 members 
Mstep: Class 9 contains 22375 members 
Mstep: Class 10 contains 9347 members 
Mstep: Class 11 contains 154583 members 
Mstep: Class 12 contains 164233 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 163477 members 
Mstep: Class 16 contains 79509 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6615 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343568.000000 Penalty: 73281.218750
Iteration 359Q: 22 clusters Score -1.613436e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60184 members 
Mstep: Class 3 contains 69195 members 
Mstep: Class 4 contains 109404 members 
Mstep: Class 5 contains 63212 members 
Mstep: Class 6 contains 71785 members 
Mstep: Class 7 contains 164523 members 
Mstep: Class 8 contains 144257 members 
Mstep: Class 9 contains 22356 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 154592 members 
Mstep: Class 12 contains 164308 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 163413 members 
Mstep: Class 16 contains 79506 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6614 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343456.000000 Penalty: 73281.218750
Iteration 360F: 22 clusters Score -1.613435e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60144 members 
Mstep: Class 3 contains 69224 members 
Mstep: Class 4 contains 109393 members 
Mstep: Class 5 contains 63249 members 
Mstep: Class 6 contains 71805 members 
Mstep: Class 7 contains 164510 members 
Mstep: Class 8 contains 144289 members 
Mstep: Class 9 contains 22327 members 
Mstep: Class 10 contains 9348 members 
Mstep: Class 11 contains 154597 members 
Mstep: Class 12 contains 164379 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 163321 members 
Mstep: Class 16 contains 79495 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6614 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343600.000000 Penalty: 73281.218750
Iteration 361Q: 22 clusters Score -1.613436e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60107 members 
Mstep: Class 3 contains 69257 members 
Mstep: Class 4 contains 109373 members 
Mstep: Class 5 contains 63279 members 
Mstep: Class 6 contains 71820 members 
Mstep: Class 7 contains 164518 members 
Mstep: Class 8 contains 144311 members 
Mstep: Class 9 contains 22300 members 
Mstep: Class 10 contains 9349 members 
Mstep: Class 11 contains 154614 members 
Mstep: Class 12 contains 164433 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 163232 members 
Mstep: Class 16 contains 79489 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6614 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343360.000000 Penalty: 73281.218750
Iteration 362Q: 22 clusters Score -1.613434e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60063 members 
Mstep: Class 3 contains 69272 members 
Mstep: Class 4 contains 109376 members 
Mstep: Class 5 contains 63311 members 
Mstep: Class 6 contains 71836 members 
Mstep: Class 7 contains 164545 members 
Mstep: Class 8 contains 144339 members 
Mstep: Class 9 contains 22283 members 
Mstep: Class 10 contains 9347 members 
Mstep: Class 11 contains 154617 members 
Mstep: Class 12 contains 164452 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 163161 members 
Mstep: Class 16 contains 79481 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6613 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343088.000000 Penalty: 73281.218750
Iteration 363Q: 22 clusters Score -1.613431e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 60016 members 
Mstep: Class 3 contains 69296 members 
Mstep: Class 4 contains 109379 members 
Mstep: Class 5 contains 63376 members 
Mstep: Class 6 contains 71843 members 
Mstep: Class 7 contains 164571 members 
Mstep: Class 8 contains 144360 members 
Mstep: Class 9 contains 22269 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 11 contains 154611 members 
Mstep: Class 12 contains 164461 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 163085 members 
Mstep: Class 16 contains 79474 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6613 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343312.000000 Penalty: 73281.218750
Iteration 364Q: 22 clusters Score -1.613433e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59970 members 
Mstep: Class 3 contains 69319 members 
Mstep: Class 4 contains 109388 members 
Mstep: Class 5 contains 63451 members 
Mstep: Class 6 contains 71847 members 
Mstep: Class 7 contains 164600 members 
Mstep: Class 8 contains 144375 members 
Mstep: Class 9 contains 22265 members 
Mstep: Class 10 contains 9335 members 
Mstep: Class 11 contains 154606 members 
Mstep: Class 12 contains 164475 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 162977 members 
Mstep: Class 16 contains 79475 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6613 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343072.000000 Penalty: 73281.218750
Iteration 365Q: 22 clusters Score -1.613431e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59918 members 
Mstep: Class 3 contains 69340 members 
Mstep: Class 4 contains 109399 members 
Mstep: Class 5 contains 63538 members 
Mstep: Class 6 contains 71847 members 
Mstep: Class 7 contains 164657 members 
Mstep: Class 8 contains 144402 members 
Mstep: Class 9 contains 22246 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 154625 members 
Mstep: Class 12 contains 164440 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 162866 members 
Mstep: Class 16 contains 79468 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6613 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343072.000000 Penalty: 73281.218750
Iteration 366Q: 22 clusters Score -1.613431e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59874 members 
Mstep: Class 3 contains 69336 members 
Mstep: Class 4 contains 109406 members 
Mstep: Class 5 contains 63612 members 
Mstep: Class 6 contains 71856 members 
Mstep: Class 7 contains 164723 members 
Mstep: Class 8 contains 144408 members 
Mstep: Class 9 contains 22229 members 
Mstep: Class 10 contains 9335 members 
Mstep: Class 11 contains 154669 members 
Mstep: Class 12 contains 164434 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 162734 members 
Mstep: Class 16 contains 79467 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6613 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343296.000000 Penalty: 73281.218750
Iteration 367Q: 22 clusters Score -1.613433e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59821 members 
Mstep: Class 3 contains 69336 members 
Mstep: Class 4 contains 109399 members 
Mstep: Class 5 contains 63699 members 
Mstep: Class 6 contains 71857 members 
Mstep: Class 7 contains 164763 members 
Mstep: Class 8 contains 144431 members 
Mstep: Class 9 contains 22212 members 
Mstep: Class 10 contains 9334 members 
Mstep: Class 11 contains 154693 members 
Mstep: Class 12 contains 164455 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 162620 members 
Mstep: Class 16 contains 79465 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6613 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343312.000000 Penalty: 73281.218750
Iteration 368Q: 22 clusters Score -1.613433e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59771 members 
Mstep: Class 3 contains 69345 members 
Mstep: Class 4 contains 109396 members 
Mstep: Class 5 contains 63792 members 
Mstep: Class 6 contains 71855 members 
Mstep: Class 7 contains 164798 members 
Mstep: Class 8 contains 144443 members 
Mstep: Class 9 contains 22195 members 
Mstep: Class 10 contains 9334 members 
Mstep: Class 11 contains 154704 members 
Mstep: Class 12 contains 164494 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 162498 members 
Mstep: Class 16 contains 79462 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6612 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343360.000000 Penalty: 73281.218750
Iteration 369Q: 22 clusters Score -1.613434e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59730 members 
Mstep: Class 3 contains 69362 members 
Mstep: Class 4 contains 109400 members 
Mstep: Class 5 contains 63865 members 
Mstep: Class 6 contains 71858 members 
Mstep: Class 7 contains 164865 members 
Mstep: Class 8 contains 144456 members 
Mstep: Class 9 contains 22176 members 
Mstep: Class 10 contains 9332 members 
Mstep: Class 11 contains 154723 members 
Mstep: Class 12 contains 164515 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 162348 members 
Mstep: Class 16 contains 79457 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6612 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343632.000000 Penalty: 73281.218750
Iteration 370Q: 22 clusters Score -1.613436e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59670 members 
Mstep: Class 3 contains 69372 members 
Mstep: Class 4 contains 109400 members 
Mstep: Class 5 contains 63920 members 
Mstep: Class 6 contains 71854 members 
Mstep: Class 7 contains 164948 members 
Mstep: Class 8 contains 144489 members 
Mstep: Class 9 contains 22168 members 
Mstep: Class 10 contains 9331 members 
Mstep: Class 11 contains 154735 members 
Mstep: Class 12 contains 164552 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 162189 members 
Mstep: Class 16 contains 79459 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6612 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343488.000000 Penalty: 73281.218750
Iteration 371Q: 22 clusters Score -1.613435e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59609 members 
Mstep: Class 3 contains 69377 members 
Mstep: Class 4 contains 109395 members 
Mstep: Class 5 contains 63977 members 
Mstep: Class 6 contains 71850 members 
Mstep: Class 7 contains 165063 members 
Mstep: Class 8 contains 144513 members 
Mstep: Class 9 contains 22148 members 
Mstep: Class 10 contains 9330 members 
Mstep: Class 11 contains 154740 members 
Mstep: Class 12 contains 164580 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 162042 members 
Mstep: Class 16 contains 79463 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6612 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343552.000000 Penalty: 73281.218750
Iteration 372Q: 22 clusters Score -1.613436e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59571 members 
Mstep: Class 3 contains 69387 members 
Mstep: Class 4 contains 109368 members 
Mstep: Class 5 contains 64054 members 
Mstep: Class 6 contains 71854 members 
Mstep: Class 7 contains 165158 members 
Mstep: Class 8 contains 144537 members 
Mstep: Class 9 contains 22127 members 
Mstep: Class 10 contains 9328 members 
Mstep: Class 11 contains 154724 members 
Mstep: Class 12 contains 164603 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 161908 members 
Mstep: Class 16 contains 79468 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6612 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343472.000000 Penalty: 73281.218750
Iteration 373Q: 22 clusters Score -1.613435e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59521 members 
Mstep: Class 3 contains 69386 members 
Mstep: Class 4 contains 109358 members 
Mstep: Class 5 contains 64132 members 
Mstep: Class 6 contains 71851 members 
Mstep: Class 7 contains 165264 members 
Mstep: Class 8 contains 144557 members 
Mstep: Class 9 contains 22110 members 
Mstep: Class 10 contains 9326 members 
Mstep: Class 11 contains 154695 members 
Mstep: Class 12 contains 164635 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 161777 members 
Mstep: Class 16 contains 79475 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6612 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343456.000000 Penalty: 73281.218750
Iteration 374Q: 22 clusters Score -1.613435e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59469 members 
Mstep: Class 3 contains 69387 members 
Mstep: Class 4 contains 109352 members 
Mstep: Class 5 contains 64205 members 
Mstep: Class 6 contains 71855 members 
Mstep: Class 7 contains 165358 members 
Mstep: Class 8 contains 144566 members 
Mstep: Class 9 contains 22089 members 
Mstep: Class 10 contains 9324 members 
Mstep: Class 11 contains 154669 members 
Mstep: Class 12 contains 164709 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 161630 members 
Mstep: Class 16 contains 79474 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6612 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343280.000000 Penalty: 73281.218750
Iteration 375Q: 22 clusters Score -1.613433e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59418 members 
Mstep: Class 3 contains 69398 members 
Mstep: Class 4 contains 109339 members 
Mstep: Class 5 contains 64282 members 
Mstep: Class 6 contains 71855 members 
Mstep: Class 7 contains 165457 members 
Mstep: Class 8 contains 144560 members 
Mstep: Class 9 contains 22069 members 
Mstep: Class 10 contains 9321 members 
Mstep: Class 11 contains 154651 members 
Mstep: Class 12 contains 164745 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 161505 members 
Mstep: Class 16 contains 79487 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6612 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343648.000000 Penalty: 73281.218750
Iteration 376Q: 22 clusters Score -1.613436e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59362 members 
Mstep: Class 3 contains 69400 members 
Mstep: Class 4 contains 109338 members 
Mstep: Class 5 contains 64354 members 
Mstep: Class 6 contains 71862 members 
Mstep: Class 7 contains 165545 members 
Mstep: Class 8 contains 144548 members 
Mstep: Class 9 contains 22058 members 
Mstep: Class 10 contains 9316 members 
Mstep: Class 11 contains 154629 members 
Mstep: Class 12 contains 164787 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 161390 members 
Mstep: Class 16 contains 79498 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6612 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343680.000000 Penalty: 73281.218750
Iteration 377Q: 22 clusters Score -1.613437e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59300 members 
Mstep: Class 3 contains 69410 members 
Mstep: Class 4 contains 109331 members 
Mstep: Class 5 contains 64429 members 
Mstep: Class 6 contains 71869 members 
Mstep: Class 7 contains 165628 members 
Mstep: Class 8 contains 144539 members 
Mstep: Class 9 contains 22048 members 
Mstep: Class 10 contains 9315 members 
Mstep: Class 11 contains 154625 members 
Mstep: Class 12 contains 164815 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 161282 members 
Mstep: Class 16 contains 79496 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6612 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343712.000000 Penalty: 73281.218750
Iteration 378Q: 22 clusters Score -1.613437e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59246 members 
Mstep: Class 3 contains 69417 members 
Mstep: Class 4 contains 109338 members 
Mstep: Class 5 contains 64506 members 
Mstep: Class 6 contains 71883 members 
Mstep: Class 7 contains 165673 members 
Mstep: Class 8 contains 144546 members 
Mstep: Class 9 contains 22037 members 
Mstep: Class 10 contains 9313 members 
Mstep: Class 11 contains 154624 members 
Mstep: Class 12 contains 164824 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 161180 members 
Mstep: Class 16 contains 79501 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6611 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343648.000000 Penalty: 73281.218750
Iteration 379Q: 22 clusters Score -1.613436e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59183 members 
Mstep: Class 3 contains 69418 members 
Mstep: Class 4 contains 109354 members 
Mstep: Class 5 contains 64580 members 
Mstep: Class 6 contains 71894 members 
Mstep: Class 7 contains 165715 members 
Mstep: Class 8 contains 144555 members 
Mstep: Class 9 contains 22024 members 
Mstep: Class 10 contains 9313 members 
Mstep: Class 11 contains 154628 members 
Mstep: Class 12 contains 164834 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 161089 members 
Mstep: Class 16 contains 79503 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6610 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343904.000000 Penalty: 73281.218750
Iteration 380F: 22 clusters Score -1.613439e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59126 members 
Mstep: Class 3 contains 69409 members 
Mstep: Class 4 contains 109379 members 
Mstep: Class 5 contains 64657 members 
Mstep: Class 6 contains 71900 members 
Mstep: Class 7 contains 165782 members 
Mstep: Class 8 contains 144575 members 
Mstep: Class 9 contains 22009 members 
Mstep: Class 10 contains 9309 members 
Mstep: Class 11 contains 154632 members 
Mstep: Class 12 contains 164815 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160996 members 
Mstep: Class 16 contains 79503 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343904.000000 Penalty: 73281.218750
Iteration 381Q: 22 clusters Score -1.613439e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59066 members 
Mstep: Class 3 contains 69408 members 
Mstep: Class 4 contains 109409 members 
Mstep: Class 5 contains 64725 members 
Mstep: Class 6 contains 71911 members 
Mstep: Class 7 contains 165817 members 
Mstep: Class 8 contains 144608 members 
Mstep: Class 9 contains 21985 members 
Mstep: Class 10 contains 9309 members 
Mstep: Class 11 contains 154621 members 
Mstep: Class 12 contains 164832 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 160905 members 
Mstep: Class 16 contains 79496 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344144.000000 Penalty: 73281.218750
Iteration 382Q: 22 clusters Score -1.613441e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59017 members 
Mstep: Class 3 contains 69408 members 
Mstep: Class 4 contains 109425 members 
Mstep: Class 5 contains 64793 members 
Mstep: Class 6 contains 71919 members 
Mstep: Class 7 contains 165856 members 
Mstep: Class 8 contains 144629 members 
Mstep: Class 9 contains 21971 members 
Mstep: Class 10 contains 9311 members 
Mstep: Class 11 contains 154614 members 
Mstep: Class 12 contains 164812 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 160830 members 
Mstep: Class 16 contains 79506 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344208.000000 Penalty: 73281.218750
Iteration 383Q: 22 clusters Score -1.613442e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58982 members 
Mstep: Class 3 contains 69409 members 
Mstep: Class 4 contains 109448 members 
Mstep: Class 5 contains 64874 members 
Mstep: Class 6 contains 71928 members 
Mstep: Class 7 contains 165887 members 
Mstep: Class 8 contains 144639 members 
Mstep: Class 9 contains 21962 members 
Mstep: Class 10 contains 9309 members 
Mstep: Class 11 contains 154591 members 
Mstep: Class 12 contains 164797 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 160759 members 
Mstep: Class 16 contains 79506 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344256.000000 Penalty: 73281.218750
Iteration 384Q: 22 clusters Score -1.613443e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58939 members 
Mstep: Class 3 contains 69405 members 
Mstep: Class 4 contains 109462 members 
Mstep: Class 5 contains 64936 members 
Mstep: Class 6 contains 71935 members 
Mstep: Class 7 contains 165922 members 
Mstep: Class 8 contains 144643 members 
Mstep: Class 9 contains 21954 members 
Mstep: Class 10 contains 9308 members 
Mstep: Class 11 contains 154573 members 
Mstep: Class 12 contains 164792 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 160718 members 
Mstep: Class 16 contains 79504 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344384.000000 Penalty: 73281.218750
Iteration 385Q: 22 clusters Score -1.613444e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58887 members 
Mstep: Class 3 contains 69393 members 
Mstep: Class 4 contains 109484 members 
Mstep: Class 5 contains 64983 members 
Mstep: Class 6 contains 71943 members 
Mstep: Class 7 contains 165956 members 
Mstep: Class 8 contains 144667 members 
Mstep: Class 9 contains 21946 members 
Mstep: Class 10 contains 9304 members 
Mstep: Class 11 contains 154562 members 
Mstep: Class 12 contains 164778 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 160686 members 
Mstep: Class 16 contains 79502 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344352.000000 Penalty: 73281.218750
Iteration 386Q: 22 clusters Score -1.613444e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58837 members 
Mstep: Class 3 contains 69386 members 
Mstep: Class 4 contains 109512 members 
Mstep: Class 5 contains 65033 members 
Mstep: Class 6 contains 71952 members 
Mstep: Class 7 contains 165996 members 
Mstep: Class 8 contains 144684 members 
Mstep: Class 9 contains 21939 members 
Mstep: Class 10 contains 9303 members 
Mstep: Class 11 contains 154540 members 
Mstep: Class 12 contains 164756 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 160657 members 
Mstep: Class 16 contains 79496 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344432.000000 Penalty: 73281.218750
Iteration 387Q: 22 clusters Score -1.613444e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58808 members 
Mstep: Class 3 contains 69375 members 
Mstep: Class 4 contains 109527 members 
Mstep: Class 5 contains 65071 members 
Mstep: Class 6 contains 71962 members 
Mstep: Class 7 contains 166050 members 
Mstep: Class 8 contains 144688 members 
Mstep: Class 9 contains 21927 members 
Mstep: Class 10 contains 9302 members 
Mstep: Class 11 contains 154524 members 
Mstep: Class 12 contains 164760 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 160602 members 
Mstep: Class 16 contains 79494 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344176.000000 Penalty: 73281.218750
Iteration 388Q: 22 clusters Score -1.613442e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58792 members 
Mstep: Class 3 contains 69362 members 
Mstep: Class 4 contains 109550 members 
Mstep: Class 5 contains 65114 members 
Mstep: Class 6 contains 71975 members 
Mstep: Class 7 contains 166095 members 
Mstep: Class 8 contains 144696 members 
Mstep: Class 9 contains 21915 members 
Mstep: Class 10 contains 9304 members 
Mstep: Class 11 contains 154505 members 
Mstep: Class 12 contains 164747 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 160541 members 
Mstep: Class 16 contains 79494 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344176.000000 Penalty: 73281.218750
Iteration 389Q: 22 clusters Score -1.613442e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58767 members 
Mstep: Class 3 contains 69358 members 
Mstep: Class 4 contains 109558 members 
Mstep: Class 5 contains 65164 members 
Mstep: Class 6 contains 71981 members 
Mstep: Class 7 contains 166144 members 
Mstep: Class 8 contains 144703 members 
Mstep: Class 9 contains 21902 members 
Mstep: Class 10 contains 9307 members 
Mstep: Class 11 contains 154472 members 
Mstep: Class 12 contains 164739 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 160507 members 
Mstep: Class 16 contains 79488 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344080.000000 Penalty: 73281.218750
Iteration 390Q: 22 clusters Score -1.613441e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58732 members 
Mstep: Class 3 contains 69351 members 
Mstep: Class 4 contains 109564 members 
Mstep: Class 5 contains 65207 members 
Mstep: Class 6 contains 71992 members 
Mstep: Class 7 contains 166194 members 
Mstep: Class 8 contains 144714 members 
Mstep: Class 9 contains 21894 members 
Mstep: Class 10 contains 9309 members 
Mstep: Class 11 contains 154450 members 
Mstep: Class 12 contains 164738 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 160460 members 
Mstep: Class 16 contains 79485 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6607 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344016.000000 Penalty: 73281.218750
Iteration 391Q: 22 clusters Score -1.61344e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58703 members 
Mstep: Class 3 contains 69351 members 
Mstep: Class 4 contains 109575 members 
Mstep: Class 5 contains 65245 members 
Mstep: Class 6 contains 72001 members 
Mstep: Class 7 contains 166239 members 
Mstep: Class 8 contains 144722 members 
Mstep: Class 9 contains 21888 members 
Mstep: Class 10 contains 9315 members 
Mstep: Class 11 contains 154428 members 
Mstep: Class 12 contains 164732 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 160415 members 
Mstep: Class 16 contains 79478 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6606 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344144.000000 Penalty: 73281.218750
Iteration 392Q: 22 clusters Score -1.613441e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58677 members 
Mstep: Class 3 contains 69348 members 
Mstep: Class 4 contains 109571 members 
Mstep: Class 5 contains 65273 members 
Mstep: Class 6 contains 72011 members 
Mstep: Class 7 contains 166312 members 
Mstep: Class 8 contains 144740 members 
Mstep: Class 9 contains 21878 members 
Mstep: Class 10 contains 9317 members 
Mstep: Class 11 contains 154402 members 
Mstep: Class 12 contains 164714 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160377 members 
Mstep: Class 16 contains 79474 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344128.000000 Penalty: 73281.218750
Iteration 393Q: 22 clusters Score -1.613441e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58648 members 
Mstep: Class 3 contains 69348 members 
Mstep: Class 4 contains 109571 members 
Mstep: Class 5 contains 65310 members 
Mstep: Class 6 contains 72013 members 
Mstep: Class 7 contains 166373 members 
Mstep: Class 8 contains 144740 members 
Mstep: Class 9 contains 21875 members 
Mstep: Class 10 contains 9314 members 
Mstep: Class 11 contains 154374 members 
Mstep: Class 12 contains 164699 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160361 members 
Mstep: Class 16 contains 79468 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344192.000000 Penalty: 73281.218750
Iteration 394Q: 22 clusters Score -1.613442e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58623 members 
Mstep: Class 3 contains 69344 members 
Mstep: Class 4 contains 109572 members 
Mstep: Class 5 contains 65358 members 
Mstep: Class 6 contains 72026 members 
Mstep: Class 7 contains 166414 members 
Mstep: Class 8 contains 144738 members 
Mstep: Class 9 contains 21868 members 
Mstep: Class 10 contains 9313 members 
Mstep: Class 11 contains 154358 members 
Mstep: Class 12 contains 164691 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160326 members 
Mstep: Class 16 contains 79463 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344336.000000 Penalty: 73281.218750
Iteration 395Q: 22 clusters Score -1.613443e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58602 members 
Mstep: Class 3 contains 69338 members 
Mstep: Class 4 contains 109571 members 
Mstep: Class 5 contains 65432 members 
Mstep: Class 6 contains 72030 members 
Mstep: Class 7 contains 166432 members 
Mstep: Class 8 contains 144732 members 
Mstep: Class 9 contains 21865 members 
Mstep: Class 10 contains 9312 members 
Mstep: Class 11 contains 154332 members 
Mstep: Class 12 contains 164691 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160298 members 
Mstep: Class 16 contains 79459 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344336.000000 Penalty: 73281.218750
Iteration 396Q: 22 clusters Score -1.613443e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58582 members 
Mstep: Class 3 contains 69328 members 
Mstep: Class 4 contains 109583 members 
Mstep: Class 5 contains 65492 members 
Mstep: Class 6 contains 72034 members 
Mstep: Class 7 contains 166465 members 
Mstep: Class 8 contains 144728 members 
Mstep: Class 9 contains 21859 members 
Mstep: Class 10 contains 9309 members 
Mstep: Class 11 contains 154321 members 
Mstep: Class 12 contains 164685 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160249 members 
Mstep: Class 16 contains 79459 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344336.000000 Penalty: 73281.218750
Iteration 397Q: 22 clusters Score -1.613443e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58561 members 
Mstep: Class 3 contains 69313 members 
Mstep: Class 4 contains 109589 members 
Mstep: Class 5 contains 65542 members 
Mstep: Class 6 contains 72033 members 
Mstep: Class 7 contains 166503 members 
Mstep: Class 8 contains 144725 members 
Mstep: Class 9 contains 21856 members 
Mstep: Class 10 contains 9305 members 
Mstep: Class 11 contains 154309 members 
Mstep: Class 12 contains 164689 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160214 members 
Mstep: Class 16 contains 79455 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344432.000000 Penalty: 73281.218750
Iteration 398Q: 22 clusters Score -1.613444e+08 nChanged 431
Entering ConstructFrom: 
Score: -161344432.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -69546.132812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -69546.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67949.476562 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -67949.48 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68614.578125 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -68614.58 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -69354.750000 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -69354.75 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -69742.164062 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -69742.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -70021.429688 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -70021.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -70165.578125 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -70165.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -70244.148438 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -70244.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -70333.757812 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -70333.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -70410.023438 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -70410.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -70413.890625 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -70413.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -70413.890625 Penalty: 3220.151123
	Iteration 10F: 3 clusters Score -70413.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 58551 members 
Mstep: Class 3 contains 69304 members 
Mstep: Class 4 contains 109593 members 
Mstep: Class 5 contains 65596 members 
Mstep: Class 6 contains 72037 members 
Mstep: Class 7 contains 166516 members 
Mstep: Class 8 contains 144726 members 
Mstep: Class 9 contains 21846 members 
Mstep: Class 10 contains 9304 members 
Mstep: Class 11 contains 154303 members 
Mstep: Class 12 contains 164690 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160176 members 
Mstep: Class 16 contains 79452 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Mstep: Class 22 contains 111 members 
Entering Unmasked Estep 
Score: -161343776.000000 Penalty: 76770.804688
Splitting cluster 1 changes total score from -161344432.000000 to -161343776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (58551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Entering Unmasked Estep 
Score: -7479473.000000 Penalty: 2722.458008
	Iteration 0F: 2 clusters Score -7479473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -7440307.000000 Penalty: 5444.916016
	Iteration 0F: 3 clusters Score -7440307 nChanged 27109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -7455413.000000 Penalty: 5444.916016
	Iteration 1F: 3 clusters Score -7455413 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -7455991.000000 Penalty: 5444.916016
	Iteration 2Q: 3 clusters Score -7455991 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -7456592.000000 Penalty: 5444.916016
	Iteration 3Q: 3 clusters Score -7456592 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -7457317.500000 Penalty: 5444.916016
	Iteration 4Q: 3 clusters Score -7457318 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -7458223.000000 Penalty: 5444.916016
	Iteration 5Q: 3 clusters Score -7458223 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -7459485.000000 Penalty: 5444.916016
	Iteration 6Q: 3 clusters Score -7459485 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -7461241.000000 Penalty: 5444.916016
	Iteration 7F: 3 clusters Score -7461241 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -7463587.000000 Penalty: 5444.916016
	Iteration 8F: 3 clusters Score -7463587 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -7466246.000000 Penalty: 5444.916016
	Iteration 9F: 3 clusters Score -7466246 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -7468690.500000 Penalty: 5444.916016
	Iteration 10F: 3 clusters Score -7468690 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -7470317.500000 Penalty: 5444.916016
	Iteration 11Q: 3 clusters Score -7470318 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -7471411.000000 Penalty: 5444.916016
	Iteration 12Q: 3 clusters Score -7471411 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -7472099.000000 Penalty: 5444.916016
	Iteration 13Q: 3 clusters Score -7472099 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -7472707.500000 Penalty: 5444.916016
	Iteration 14Q: 3 clusters Score -7472708 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -7473242.500000 Penalty: 5444.916016
	Iteration 15Q: 3 clusters Score -7473242 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -7473795.000000 Penalty: 5444.916016
	Iteration 16Q: 3 clusters Score -7473795 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -7474221.500000 Penalty: 5444.916016
	Iteration 17Q: 3 clusters Score -7474222 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -7474595.500000 Penalty: 5444.916016
	Iteration 18Q: 3 clusters Score -7474596 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -7474967.000000 Penalty: 5444.916016
	Iteration 19Q: 3 clusters Score -7474967 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -7475337.500000 Penalty: 5444.916016
	Iteration 20F: 3 clusters Score -7475338 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -7475663.000000 Penalty: 5444.916016
	Iteration 21Q: 3 clusters Score -7475663 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -7475935.500000 Penalty: 5444.916016
	Iteration 22Q: 3 clusters Score -7475936 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -7476149.000000 Penalty: 5444.916016
	Iteration 23Q: 3 clusters Score -7476149 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -7476337.000000 Penalty: 5444.916016
	Iteration 24Q: 3 clusters Score -7476337 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -7476484.500000 Penalty: 5444.916016
	Iteration 25Q: 3 clusters Score -7476484 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -7476586.500000 Penalty: 5444.916016
	Iteration 26Q: 3 clusters Score -7476586 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -7476689.000000 Penalty: 5444.916016
	Iteration 27Q: 3 clusters Score -7476689 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -7476788.000000 Penalty: 5444.916016
	Iteration 28Q: 3 clusters Score -7476788 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -7476892.000000 Penalty: 5444.916016
	Iteration 29Q: 3 clusters Score -7476892 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -7476952.500000 Penalty: 5444.916016
	Iteration 30Q: 3 clusters Score -7476952 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -7477017.000000 Penalty: 5444.916016
	Iteration 31Q: 3 clusters Score -7477017 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -7477058.500000 Penalty: 5444.916016
	Iteration 32Q: 3 clusters Score -7477058 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -7477101.000000 Penalty: 5444.916016
	Iteration 33Q: 3 clusters Score -7477101 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -7477128.500000 Penalty: 5444.916016
	Iteration 34Q: 3 clusters Score -7477128 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -7477181.500000 Penalty: 5444.916016
	Iteration 35Q: 3 clusters Score -7477182 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -7477212.500000 Penalty: 5444.916016
	Iteration 36Q: 3 clusters Score -7477212 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -7477233.500000 Penalty: 5444.916016
	Iteration 37Q: 3 clusters Score -7477234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -7477233.000000 Penalty: 5444.916016
	Iteration 38Q: 3 clusters Score -7477233 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -7477246.500000 Penalty: 5444.916016
	Iteration 39Q: 3 clusters Score -7477246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -7477249.000000 Penalty: 5444.916016
	Iteration 40F: 3 clusters Score -7477249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -7477269.500000 Penalty: 5444.916016
	Iteration 41Q: 3 clusters Score -7477270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -7477282.500000 Penalty: 5444.916016
	Iteration 42Q: 3 clusters Score -7477282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -7477311.500000 Penalty: 5444.916016
	Iteration 43Q: 3 clusters Score -7477312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -7477309.000000 Penalty: 5444.916016
	Iteration 44Q: 3 clusters Score -7477309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -7477328.000000 Penalty: 5444.916016
	Iteration 45Q: 3 clusters Score -7477328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -7477316.000000 Penalty: 5444.916016
	Iteration 46Q: 3 clusters Score -7477316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -7477323.000000 Penalty: 5444.916016
	Iteration 47Q: 3 clusters Score -7477323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -7477335.000000 Penalty: 5444.916016
	Iteration 48Q: 3 clusters Score -7477335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -7477338.000000 Penalty: 5444.916016
	Iteration 49Q: 3 clusters Score -7477338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -7477330.000000 Penalty: 5444.916016
	Iteration 50Q: 3 clusters Score -7477330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -7477342.500000 Penalty: 5444.916016
	Iteration 51Q: 3 clusters Score -7477342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -7477350.500000 Penalty: 5444.916016
	Iteration 52Q: 3 clusters Score -7477350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -7477356.000000 Penalty: 5444.916016
	Iteration 53Q: 3 clusters Score -7477356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -7477354.500000 Penalty: 5444.916016
	Iteration 54Q: 3 clusters Score -7477354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -7477352.000000 Penalty: 5444.916016
	Iteration 55Q: 3 clusters Score -7477352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -7477356.000000 Penalty: 5444.916016
	Iteration 56Q: 3 clusters Score -7477356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -7477357.500000 Penalty: 5444.916016
	Iteration 57Q: 3 clusters Score -7477358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -7477363.000000 Penalty: 5444.916016
	Iteration 58Q: 3 clusters Score -7477363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -7477364.500000 Penalty: 5444.916016
	Iteration 59Q: 3 clusters Score -7477364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -7477371.500000 Penalty: 5444.916016
	Iteration 60F: 3 clusters Score -7477372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -7477368.500000 Penalty: 5444.916016
	Iteration 61Q: 3 clusters Score -7477368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -7477376.500000 Penalty: 5444.916016
	Iteration 62Q: 3 clusters Score -7477376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -7477369.500000 Penalty: 5444.916016
	Iteration 63Q: 3 clusters Score -7477370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -7477375.000000 Penalty: 5444.916016
	Iteration 64Q: 3 clusters Score -7477375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 56894 members 
Entering Unmasked Estep 
Score: -7477375.500000 Penalty: 5444.916016
	Iteration 65Q: 3 clusters Score -7477376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -7477375.000000 Penalty: 5444.916016
	Iteration 66Q: 3 clusters Score -7477375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -7477379.500000 Penalty: 5444.916016
	Iteration 67Q: 3 clusters Score -7477380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -7477379.000000 Penalty: 5444.916016
	Iteration 68Q: 3 clusters Score -7477379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -7477379.000000 Penalty: 5444.916016
	Iteration 69F: 3 clusters Score -7477379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (69304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Entering Unmasked Estep 
Score: -8912601.000000 Penalty: 2764.271973
	Iteration 0F: 2 clusters Score -8912601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -8866409.000000 Penalty: 5528.543945
	Iteration 0F: 3 clusters Score -8866409 nChanged 32262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -8884499.000000 Penalty: 5528.543945
	Iteration 1F: 3 clusters Score -8884499 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -8885292.000000 Penalty: 5528.543945
	Iteration 2Q: 3 clusters Score -8885292 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -8886482.000000 Penalty: 5528.543945
	Iteration 3Q: 3 clusters Score -8886482 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -8888043.000000 Penalty: 5528.543945
	Iteration 4Q: 3 clusters Score -8888043 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -8890263.000000 Penalty: 5528.543945
	Iteration 5F: 3 clusters Score -8890263 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -8893673.000000 Penalty: 5528.543945
	Iteration 6F: 3 clusters Score -8893673 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -8898043.000000 Penalty: 5528.543945
	Iteration 7F: 3 clusters Score -8898043 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -8902485.000000 Penalty: 5528.543945
	Iteration 8F: 3 clusters Score -8902485 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -8905695.000000 Penalty: 5528.543945
	Iteration 9Q: 3 clusters Score -8905695 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -8907340.000000 Penalty: 5528.543945
	Iteration 10Q: 3 clusters Score -8907340 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -8908059.000000 Penalty: 5528.543945
	Iteration 11Q: 3 clusters Score -8908059 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -8908455.000000 Penalty: 5528.543945
	Iteration 12Q: 3 clusters Score -8908455 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -8908814.000000 Penalty: 5528.543945
	Iteration 13Q: 3 clusters Score -8908814 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -8909125.000000 Penalty: 5528.543945
	Iteration 14Q: 3 clusters Score -8909125 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -8909306.000000 Penalty: 5528.543945
	Iteration 15Q: 3 clusters Score -8909306 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -8909523.000000 Penalty: 5528.543945
	Iteration 16Q: 3 clusters Score -8909523 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63948 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -8909659.000000 Penalty: 5528.543945
	Iteration 17Q: 3 clusters Score -8909659 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -8909756.000000 Penalty: 5528.543945
	Iteration 18Q: 3 clusters Score -8909756 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64702 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -8909878.000000 Penalty: 5528.543945
	Iteration 19Q: 3 clusters Score -8909878 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65032 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -8910002.000000 Penalty: 5528.543945
	Iteration 20F: 3 clusters Score -8910002 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -8910101.000000 Penalty: 5528.543945
	Iteration 21Q: 3 clusters Score -8910101 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65675 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -8910204.000000 Penalty: 5528.543945
	Iteration 22Q: 3 clusters Score -8910204 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -8910336.000000 Penalty: 5528.543945
	Iteration 23Q: 3 clusters Score -8910336 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -8910422.000000 Penalty: 5528.543945
	Iteration 24Q: 3 clusters Score -8910422 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -8910493.000000 Penalty: 5528.543945
	Iteration 25Q: 3 clusters Score -8910493 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8910599.000000 Penalty: 5528.543945
	Iteration 26Q: 3 clusters Score -8910599 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8910671.000000 Penalty: 5528.543945
	Iteration 27Q: 3 clusters Score -8910671 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8910724.000000 Penalty: 5528.543945
	Iteration 28Q: 3 clusters Score -8910724 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8910769.000000 Penalty: 5528.543945
	Iteration 29Q: 3 clusters Score -8910769 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8910802.000000 Penalty: 5528.543945
	Iteration 30Q: 3 clusters Score -8910802 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67236 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8910825.000000 Penalty: 5528.543945
	Iteration 31Q: 3 clusters Score -8910825 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67312 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -8910844.000000 Penalty: 5528.543945
	Iteration 32Q: 3 clusters Score -8910844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8910850.000000 Penalty: 5528.543945
	Iteration 33Q: 3 clusters Score -8910850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -8910854.000000 Penalty: 5528.543945
	Iteration 34Q: 3 clusters Score -8910854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8910865.000000 Penalty: 5528.543945
	Iteration 35Q: 3 clusters Score -8910865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67475 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -8910878.000000 Penalty: 5528.543945
	Iteration 36Q: 3 clusters Score -8910878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67502 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8910892.000000 Penalty: 5528.543945
	Iteration 37Q: 3 clusters Score -8910892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8910886.000000 Penalty: 5528.543945
	Iteration 38Q: 3 clusters Score -8910886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8910887.000000 Penalty: 5528.543945
	Iteration 39Q: 3 clusters Score -8910887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8910898.000000 Penalty: 5528.543945
	Iteration 40F: 3 clusters Score -8910898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8910907.000000 Penalty: 5528.543945
	Iteration 41Q: 3 clusters Score -8910907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8910899.000000 Penalty: 5528.543945
	Iteration 42Q: 3 clusters Score -8910899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8910898.000000 Penalty: 5528.543945
	Iteration 43Q: 3 clusters Score -8910898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8910901.000000 Penalty: 5528.543945
	Iteration 44Q: 3 clusters Score -8910901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8910915.000000 Penalty: 5528.543945
	Iteration 45Q: 3 clusters Score -8910915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67649 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8910908.000000 Penalty: 5528.543945
	Iteration 46Q: 3 clusters Score -8910908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8910923.000000 Penalty: 5528.543945
	Iteration 47Q: 3 clusters Score -8910923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8910916.000000 Penalty: 5528.543945
	Iteration 48Q: 3 clusters Score -8910916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8910914.000000 Penalty: 5528.543945
	Iteration 49Q: 3 clusters Score -8910914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -8910921.000000 Penalty: 5528.543945
	Iteration 50Q: 3 clusters Score -8910921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67699 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8910919.000000 Penalty: 5528.543945
	Iteration 51Q: 3 clusters Score -8910919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67709 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8910920.000000 Penalty: 5528.543945
	Iteration 52Q: 3 clusters Score -8910920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8910926.000000 Penalty: 5528.543945
	Iteration 53Q: 3 clusters Score -8910926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67720 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -8910925.000000 Penalty: 5528.543945
	Iteration 54Q: 3 clusters Score -8910925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8910928.000000 Penalty: 5528.543945
	Iteration 55Q: 3 clusters Score -8910928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8910944.000000 Penalty: 5528.543945
	Iteration 56Q: 3 clusters Score -8910944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8910941.000000 Penalty: 5528.543945
	Iteration 57Q: 3 clusters Score -8910941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8910946.000000 Penalty: 5528.543945
	Iteration 58Q: 3 clusters Score -8910946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67759 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8910950.000000 Penalty: 5528.543945
	Iteration 59Q: 3 clusters Score -8910950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -8910949.000000 Penalty: 5528.543945
	Iteration 60F: 3 clusters Score -8910949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8910953.000000 Penalty: 5528.543945
	Iteration 61Q: 3 clusters Score -8910953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8910953.000000 Penalty: 5528.543945
	Iteration 62Q: 3 clusters Score -8910953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8910960.000000 Penalty: 5528.543945
	Iteration 63Q: 3 clusters Score -8910960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67792 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8910957.000000 Penalty: 5528.543945
	Iteration 64Q: 3 clusters Score -8910957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8910959.000000 Penalty: 5528.543945
	Iteration 65Q: 3 clusters Score -8910959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8910956.000000 Penalty: 5528.543945
	Iteration 66Q: 3 clusters Score -8910956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67802 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8910958.000000 Penalty: 5528.543945
	Iteration 67Q: 3 clusters Score -8910958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67803 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8910958.000000 Penalty: 5528.543945
	Iteration 68Q: 3 clusters Score -8910958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8910956.000000 Penalty: 5528.543945
	Iteration 69Q: 3 clusters Score -8910956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67807 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8910959.000000 Penalty: 5528.543945
	Iteration 70Q: 3 clusters Score -8910959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67809 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8910960.000000 Penalty: 5528.543945
	Iteration 71Q: 3 clusters Score -8910960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67811 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8910959.000000 Penalty: 5528.543945
	Iteration 72Q: 3 clusters Score -8910959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67811 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8910959.000000 Penalty: 5528.543945
	Iteration 73F: 3 clusters Score -8910959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (109593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109593 members 
Entering Unmasked Estep 
Score: -14042350.000000 Penalty: 2877.923096
	Iteration 0F: 2 clusters Score -1.404235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -13969549.000000 Penalty: 5755.846191
	Iteration 0F: 3 clusters Score -1.396955e+07 nChanged 52060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -13999110.000000 Penalty: 5755.846191
	Iteration 1F: 3 clusters Score -1.399911e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -14000014.000000 Penalty: 5755.846191
	Iteration 2Q: 3 clusters Score -1.400001e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -14001212.000000 Penalty: 5755.846191
	Iteration 3Q: 3 clusters Score -1.400121e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63278 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -14002870.000000 Penalty: 5755.846191
	Iteration 4Q: 3 clusters Score -1.400287e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -14005416.000000 Penalty: 5755.846191
	Iteration 5Q: 3 clusters Score -1.400542e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -14009456.000000 Penalty: 5755.846191
	Iteration 6F: 3 clusters Score -1.400946e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80854 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -14014928.000000 Penalty: 5755.846191
	Iteration 7F: 3 clusters Score -1.401493e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89223 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -14022029.000000 Penalty: 5755.846191
	Iteration 8F: 3 clusters Score -1.402203e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97085 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -14029210.000000 Penalty: 5755.846191
	Iteration 9F: 3 clusters Score -1.402921e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102959 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -14034489.000000 Penalty: 5755.846191
	Iteration 10F: 3 clusters Score -1.403449e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106408 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -14037370.000000 Penalty: 5755.846191
	Iteration 11Q: 3 clusters Score -1.403737e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108015 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -14038726.000000 Penalty: 5755.846191
	Iteration 12Q: 3 clusters Score -1.403873e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108682 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -14039288.000000 Penalty: 5755.846191
	Iteration 13Q: 3 clusters Score -1.403929e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108956 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -14039542.000000 Penalty: 5755.846191
	Iteration 14Q: 3 clusters Score -1.403954e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109067 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -14039687.000000 Penalty: 5755.846191
	Iteration 15Q: 3 clusters Score -1.403969e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109118 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -14039791.000000 Penalty: 5755.846191
	Iteration 16Q: 3 clusters Score -1.403979e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109144 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -14039821.000000 Penalty: 5755.846191
	Iteration 17Q: 3 clusters Score -1.403982e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109162 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -14039853.000000 Penalty: 5755.846191
	Iteration 18Q: 3 clusters Score -1.403985e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109173 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -14039859.000000 Penalty: 5755.846191
	Iteration 19Q: 3 clusters Score -1.403986e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109179 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -14039877.000000 Penalty: 5755.846191
	Iteration 20F: 3 clusters Score -1.403988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109187 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -14039881.000000 Penalty: 5755.846191
	Iteration 21Q: 3 clusters Score -1.403988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109195 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -14039887.000000 Penalty: 5755.846191
	Iteration 22Q: 3 clusters Score -1.403989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109192 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -14039909.000000 Penalty: 5755.846191
	Iteration 23Q: 3 clusters Score -1.403991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109191 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -14039923.000000 Penalty: 5755.846191
	Iteration 24Q: 3 clusters Score -1.403992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109194 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -14039923.000000 Penalty: 5755.846191
	Iteration 25Q: 3 clusters Score -1.403992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109199 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -14039934.000000 Penalty: 5755.846191
	Iteration 26Q: 3 clusters Score -1.403993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109202 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -14039952.000000 Penalty: 5755.846191
	Iteration 27Q: 3 clusters Score -1.403995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109203 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -14039952.000000 Penalty: 5755.846191
	Iteration 28Q: 3 clusters Score -1.403995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109202 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -14039955.000000 Penalty: 5755.846191
	Iteration 29Q: 3 clusters Score -1.403996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109201 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -14039952.000000 Penalty: 5755.846191
	Iteration 30Q: 3 clusters Score -1.403995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109201 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -14039952.000000 Penalty: 5755.846191
	Iteration 31F: 3 clusters Score -1.403995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Entering Unmasked Estep 
Score: -8335661.000000 Penalty: 2750.635010
	Iteration 0F: 2 clusters Score -8335661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -8291708.000000 Penalty: 5501.270020
	Iteration 0F: 3 clusters Score -8291708 nChanged 30569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -8309513.500000 Penalty: 5501.270020
	Iteration 1F: 3 clusters Score -8309514 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -8310499.500000 Penalty: 5501.270020
	Iteration 2Q: 3 clusters Score -8310500 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -8311827.500000 Penalty: 5501.270020
	Iteration 3Q: 3 clusters Score -8311828 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -8313781.000000 Penalty: 5501.270020
	Iteration 4F: 3 clusters Score -8313781 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -8316583.500000 Penalty: 5501.270020
	Iteration 5F: 3 clusters Score -8316584 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -8320069.500000 Penalty: 5501.270020
	Iteration 6F: 3 clusters Score -8320070 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -8324056.500000 Penalty: 5501.270020
	Iteration 7F: 3 clusters Score -8324056 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -8327751.500000 Penalty: 5501.270020
	Iteration 8F: 3 clusters Score -8327752 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -8330462.000000 Penalty: 5501.270020
	Iteration 9F: 3 clusters Score -8330462 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -8332222.000000 Penalty: 5501.270020
	Iteration 10Q: 3 clusters Score -8332222 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -8333249.500000 Penalty: 5501.270020
	Iteration 11Q: 3 clusters Score -8333250 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -8333821.000000 Penalty: 5501.270020
	Iteration 12Q: 3 clusters Score -8333821 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -8334064.500000 Penalty: 5501.270020
	Iteration 13Q: 3 clusters Score -8334064 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -8334228.000000 Penalty: 5501.270020
	Iteration 14Q: 3 clusters Score -8334228 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -8334308.500000 Penalty: 5501.270020
	Iteration 15Q: 3 clusters Score -8334308 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -8334342.000000 Penalty: 5501.270020
	Iteration 16Q: 3 clusters Score -8334342 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -8334374.000000 Penalty: 5501.270020
	Iteration 17Q: 3 clusters Score -8334374 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -8334363.500000 Penalty: 5501.270020
	Iteration 18Q: 3 clusters Score -8334364 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -8334377.000000 Penalty: 5501.270020
	Iteration 19Q: 3 clusters Score -8334377 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -8334372.000000 Penalty: 5501.270020
	Iteration 20F: 3 clusters Score -8334372 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -8334371.500000 Penalty: 5501.270020
	Iteration 21Q: 3 clusters Score -8334372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -8334366.000000 Penalty: 5501.270020
	Iteration 22Q: 3 clusters Score -8334366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -8334358.000000 Penalty: 5501.270020
	Iteration 23Q: 3 clusters Score -8334358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -8334367.500000 Penalty: 5501.270020
	Iteration 24Q: 3 clusters Score -8334368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -8334370.000000 Penalty: 5501.270020
	Iteration 25Q: 3 clusters Score -8334370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -8334368.000000 Penalty: 5501.270020
	Iteration 26Q: 3 clusters Score -8334368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -8334375.000000 Penalty: 5501.270020
	Iteration 27Q: 3 clusters Score -8334375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -8334375.500000 Penalty: 5501.270020
	Iteration 28Q: 3 clusters Score -8334376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -8334389.500000 Penalty: 5501.270020
	Iteration 29Q: 3 clusters Score -8334390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -8334383.000000 Penalty: 5501.270020
	Iteration 30Q: 3 clusters Score -8334383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -8334373.000000 Penalty: 5501.270020
	Iteration 31Q: 3 clusters Score -8334373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -8334363.000000 Penalty: 5501.270020
	Iteration 32Q: 3 clusters Score -8334363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -8334363.500000 Penalty: 5501.270020
	Iteration 33Q: 3 clusters Score -8334364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -8334369.000000 Penalty: 5501.270020
	Iteration 34Q: 3 clusters Score -8334369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -8334374.500000 Penalty: 5501.270020
	Iteration 35Q: 3 clusters Score -8334374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -8334370.000000 Penalty: 5501.270020
	Iteration 36Q: 3 clusters Score -8334370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -8334356.000000 Penalty: 5501.270020
	Iteration 37Q: 3 clusters Score -8334356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -8334354.500000 Penalty: 5501.270020
	Iteration 38Q: 3 clusters Score -8334354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -8334367.500000 Penalty: 5501.270020
	Iteration 39Q: 3 clusters Score -8334368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -8334357.500000 Penalty: 5501.270020
	Iteration 40F: 3 clusters Score -8334358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -8334359.000000 Penalty: 5501.270020
	Iteration 41Q: 3 clusters Score -8334359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -8334351.500000 Penalty: 5501.270020
	Iteration 42Q: 3 clusters Score -8334352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -8334351.500000 Penalty: 5501.270020
	Iteration 43Q: 3 clusters Score -8334352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -8334347.000000 Penalty: 5501.270020
	Iteration 44Q: 3 clusters Score -8334347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -8334343.500000 Penalty: 5501.270020
	Iteration 45Q: 3 clusters Score -8334344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -8334348.500000 Penalty: 5501.270020
	Iteration 46Q: 3 clusters Score -8334348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -8334353.000000 Penalty: 5501.270020
	Iteration 47Q: 3 clusters Score -8334353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -8334349.000000 Penalty: 5501.270020
	Iteration 48Q: 3 clusters Score -8334349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -8334355.500000 Penalty: 5501.270020
	Iteration 49Q: 3 clusters Score -8334356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -8334356.500000 Penalty: 5501.270020
	Iteration 50Q: 3 clusters Score -8334356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -8334356.500000 Penalty: 5501.270020
	Iteration 51F: 3 clusters Score -8334356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72037 members 
Entering Unmasked Estep 
Score: -8916206.000000 Penalty: 2773.864014
	Iteration 0F: 2 clusters Score -8916206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -8867799.000000 Penalty: 5547.728027
	Iteration 0F: 3 clusters Score -8867799 nChanged 33843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -8887110.000000 Penalty: 5547.728027
	Iteration 1F: 3 clusters Score -8887110 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -8887825.000000 Penalty: 5547.728027
	Iteration 2Q: 3 clusters Score -8887825 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -8888693.000000 Penalty: 5547.728027
	Iteration 3Q: 3 clusters Score -8888693 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -8890066.000000 Penalty: 5547.728027
	Iteration 4Q: 3 clusters Score -8890066 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -8892430.000000 Penalty: 5547.728027
	Iteration 5F: 3 clusters Score -8892430 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -8896096.000000 Penalty: 5547.728027
	Iteration 6F: 3 clusters Score -8896096 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -8901100.000000 Penalty: 5547.728027
	Iteration 7F: 3 clusters Score -8901100 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 63930 members 
Entering Unmasked Estep 
Score: -8906214.000000 Penalty: 5547.728027
	Iteration 8F: 3 clusters Score -8906214 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -8910080.000000 Penalty: 5547.728027
	Iteration 9F: 3 clusters Score -8910080 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 70241 members 
Entering Unmasked Estep 
Score: -8912266.000000 Penalty: 5547.728027
	Iteration 10Q: 3 clusters Score -8912266 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 71218 members 
Entering Unmasked Estep 
Score: -8913154.000000 Penalty: 5547.728027
	Iteration 11Q: 3 clusters Score -8913154 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -8913474.000000 Penalty: 5547.728027
	Iteration 12Q: 3 clusters Score -8913474 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 71646 members 
Entering Unmasked Estep 
Score: -8913610.000000 Penalty: 5547.728027
	Iteration 13Q: 3 clusters Score -8913610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -8913671.000000 Penalty: 5547.728027
	Iteration 14Q: 3 clusters Score -8913671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 71714 members 
Entering Unmasked Estep 
Score: -8913708.000000 Penalty: 5547.728027
	Iteration 15Q: 3 clusters Score -8913708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 71728 members 
Entering Unmasked Estep 
Score: -8913712.000000 Penalty: 5547.728027
	Iteration 16Q: 3 clusters Score -8913712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 71739 members 
Entering Unmasked Estep 
Score: -8913731.000000 Penalty: 5547.728027
	Iteration 17Q: 3 clusters Score -8913731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 71744 members 
Entering Unmasked Estep 
Score: -8913734.000000 Penalty: 5547.728027
	Iteration 18Q: 3 clusters Score -8913734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -8913741.000000 Penalty: 5547.728027
	Iteration 19Q: 3 clusters Score -8913741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 71753 members 
Entering Unmasked Estep 
Score: -8913748.000000 Penalty: 5547.728027
	Iteration 20F: 3 clusters Score -8913748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 71755 members 
Entering Unmasked Estep 
Score: -8913758.000000 Penalty: 5547.728027
	Iteration 21Q: 3 clusters Score -8913758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -8913758.000000 Penalty: 5547.728027
	Iteration 22Q: 3 clusters Score -8913758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 71759 members 
Entering Unmasked Estep 
Score: -8913756.000000 Penalty: 5547.728027
	Iteration 23Q: 3 clusters Score -8913756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -8913770.000000 Penalty: 5547.728027
	Iteration 24Q: 3 clusters Score -8913770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -8913773.000000 Penalty: 5547.728027
	Iteration 25Q: 3 clusters Score -8913773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 71762 members 
Entering Unmasked Estep 
Score: -8913770.000000 Penalty: 5547.728027
	Iteration 26Q: 3 clusters Score -8913770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 71763 members 
Entering Unmasked Estep 
Score: -8913769.000000 Penalty: 5547.728027
	Iteration 27Q: 3 clusters Score -8913769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -8913771.000000 Penalty: 5547.728027
	Iteration 28Q: 3 clusters Score -8913771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -8913771.000000 Penalty: 5547.728027
	Iteration 29F: 3 clusters Score -8913771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (166516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166516 members 
Entering Unmasked Estep 
Score: -21218028.000000 Penalty: 2981.665771
	Iteration 0F: 2 clusters Score -2.121803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83003 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -21109882.000000 Penalty: 5963.331543
	Iteration 0F: 3 clusters Score -2.110988e+07 nChanged 79833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 86662 members 
Entering Unmasked Estep 
Score: -21156090.000000 Penalty: 5963.331543
	Iteration 1F: 3 clusters Score -2.115609e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77902 members 
Mstep: Class 2 contains 88614 members 
Entering Unmasked Estep 
Score: -21157236.000000 Penalty: 5963.331543
	Iteration 2Q: 3 clusters Score -2.115724e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 91546 members 
Entering Unmasked Estep 
Score: -21158666.000000 Penalty: 5963.331543
	Iteration 3Q: 3 clusters Score -2.115867e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70544 members 
Mstep: Class 2 contains 95972 members 
Entering Unmasked Estep 
Score: -21160644.000000 Penalty: 5963.331543
	Iteration 4Q: 3 clusters Score -2.116064e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 102665 members 
Entering Unmasked Estep 
Score: -21164006.000000 Penalty: 5963.331543
	Iteration 5Q: 3 clusters Score -2.116401e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 112118 members 
Entering Unmasked Estep 
Score: -21169720.000000 Penalty: 5963.331543
	Iteration 6F: 3 clusters Score -2.116972e+07 nChanged 12610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 124660 members 
Entering Unmasked Estep 
Score: -21179608.000000 Penalty: 5963.331543
	Iteration 7F: 3 clusters Score -2.117961e+07 nChanged 14325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 138985 members 
Entering Unmasked Estep 
Score: -21192710.000000 Penalty: 5963.331543
	Iteration 8F: 3 clusters Score -2.119271e+07 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 151950 members 
Entering Unmasked Estep 
Score: -21204854.000000 Penalty: 5963.331543
	Iteration 9F: 3 clusters Score -2.120485e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 160300 members 
Entering Unmasked Estep 
Score: -21211166.000000 Penalty: 5963.331543
	Iteration 10F: 3 clusters Score -2.121117e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 164193 members 
Entering Unmasked Estep 
Score: -21213788.000000 Penalty: 5963.331543
	Iteration 11Q: 3 clusters Score -2.121379e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 165563 members 
Entering Unmasked Estep 
Score: -21214666.000000 Penalty: 5963.331543
	Iteration 12Q: 3 clusters Score -2.121467e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 165999 members 
Entering Unmasked Estep 
Score: -21215036.000000 Penalty: 5963.331543
	Iteration 13Q: 3 clusters Score -2.121504e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 166119 members 
Entering Unmasked Estep 
Score: -21215214.000000 Penalty: 5963.331543
	Iteration 14Q: 3 clusters Score -2.121521e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 166166 members 
Entering Unmasked Estep 
Score: -21215288.000000 Penalty: 5963.331543
	Iteration 15Q: 3 clusters Score -2.121529e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 166194 members 
Entering Unmasked Estep 
Score: -21215336.000000 Penalty: 5963.331543
	Iteration 16Q: 3 clusters Score -2.121534e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 166208 members 
Entering Unmasked Estep 
Score: -21215362.000000 Penalty: 5963.331543
	Iteration 17Q: 3 clusters Score -2.121536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 166214 members 
Entering Unmasked Estep 
Score: -21215360.000000 Penalty: 5963.331543
	Iteration 18Q: 3 clusters Score -2.121536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 166218 members 
Entering Unmasked Estep 
Score: -21215368.000000 Penalty: 5963.331543
	Iteration 19Q: 3 clusters Score -2.121537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 166226 members 
Entering Unmasked Estep 
Score: -21215400.000000 Penalty: 5963.331543
	Iteration 20F: 3 clusters Score -2.12154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 166227 members 
Entering Unmasked Estep 
Score: -21215394.000000 Penalty: 5963.331543
	Iteration 21Q: 3 clusters Score -2.121539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 166231 members 
Entering Unmasked Estep 
Score: -21215410.000000 Penalty: 5963.331543
	Iteration 22Q: 3 clusters Score -2.121541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 166232 members 
Entering Unmasked Estep 
Score: -21215402.000000 Penalty: 5963.331543
	Iteration 23Q: 3 clusters Score -2.12154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 166234 members 
Entering Unmasked Estep 
Score: -21215408.000000 Penalty: 5963.331543
	Iteration 24Q: 3 clusters Score -2.121541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 166236 members 
Entering Unmasked Estep 
Score: -21215420.000000 Penalty: 5963.331543
	Iteration 25Q: 3 clusters Score -2.121542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 166238 members 
Entering Unmasked Estep 
Score: -21215424.000000 Penalty: 5963.331543
	Iteration 26Q: 3 clusters Score -2.121542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 166239 members 
Entering Unmasked Estep 
Score: -21215418.000000 Penalty: 5963.331543
	Iteration 27Q: 3 clusters Score -2.121542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 166240 members 
Entering Unmasked Estep 
Score: -21215426.000000 Penalty: 5963.331543
	Iteration 28Q: 3 clusters Score -2.121543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 166240 members 
Entering Unmasked Estep 
Score: -21215426.000000 Penalty: 5963.331543
	Iteration 29F: 3 clusters Score -2.121543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (144726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144726 members 
Entering Unmasked Estep 
Score: -18656418.000000 Penalty: 2946.884277
	Iteration 0F: 2 clusters Score -1.865642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72338 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -18563450.000000 Penalty: 5893.768555
	Iteration 0F: 3 clusters Score -1.856345e+07 nChanged 69009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72391 members 
Mstep: Class 2 contains 72335 members 
Entering Unmasked Estep 
Score: -18603740.000000 Penalty: 5893.768555
	Iteration 1F: 3 clusters Score -1.860374e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72533 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -18604740.000000 Penalty: 5893.768555
	Iteration 2Q: 3 clusters Score -1.860474e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72637 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -18605536.000000 Penalty: 5893.768555
	Iteration 3Q: 3 clusters Score -1.860554e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72601 members 
Mstep: Class 2 contains 72125 members 
Entering Unmasked Estep 
Score: -18606752.000000 Penalty: 5893.768555
	Iteration 4Q: 3 clusters Score -1.860675e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 72207 members 
Entering Unmasked Estep 
Score: -18608104.000000 Penalty: 5893.768555
	Iteration 5Q: 3 clusters Score -1.86081e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -18609880.000000 Penalty: 5893.768555
	Iteration 6Q: 3 clusters Score -1.860988e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71776 members 
Mstep: Class 2 contains 72950 members 
Entering Unmasked Estep 
Score: -18612056.000000 Penalty: 5893.768555
	Iteration 7Q: 3 clusters Score -1.861206e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70892 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -18614672.000000 Penalty: 5893.768555
	Iteration 8Q: 3 clusters Score -1.861467e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69426 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -18618484.000000 Penalty: 5893.768555
	Iteration 9Q: 3 clusters Score -1.861848e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 77309 members 
Entering Unmasked Estep 
Score: -18623722.000000 Penalty: 5893.768555
	Iteration 10F: 3 clusters Score -1.862372e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -18629488.000000 Penalty: 5893.768555
	Iteration 11F: 3 clusters Score -1.862949e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -18633898.000000 Penalty: 5893.768555
	Iteration 12F: 3 clusters Score -1.86339e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 82933 members 
Entering Unmasked Estep 
Score: -18635920.000000 Penalty: 5893.768555
	Iteration 13Q: 3 clusters Score -1.863592e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 84289 members 
Entering Unmasked Estep 
Score: -18636670.000000 Penalty: 5893.768555
	Iteration 14Q: 3 clusters Score -1.863667e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 85576 members 
Entering Unmasked Estep 
Score: -18637030.000000 Penalty: 5893.768555
	Iteration 15Q: 3 clusters Score -1.863703e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 86877 members 
Entering Unmasked Estep 
Score: -18637390.000000 Penalty: 5893.768555
	Iteration 16Q: 3 clusters Score -1.863739e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -18637726.000000 Penalty: 5893.768555
	Iteration 17Q: 3 clusters Score -1.863773e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 89859 members 
Entering Unmasked Estep 
Score: -18638164.000000 Penalty: 5893.768555
	Iteration 18Q: 3 clusters Score -1.863816e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 91458 members 
Entering Unmasked Estep 
Score: -18638596.000000 Penalty: 5893.768555
	Iteration 19Q: 3 clusters Score -1.86386e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -18639054.000000 Penalty: 5893.768555
	Iteration 20F: 3 clusters Score -1.863905e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 94704 members 
Entering Unmasked Estep 
Score: -18639662.000000 Penalty: 5893.768555
	Iteration 21Q: 3 clusters Score -1.863966e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 96436 members 
Entering Unmasked Estep 
Score: -18640330.000000 Penalty: 5893.768555
	Iteration 22Q: 3 clusters Score -1.864033e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 98157 members 
Entering Unmasked Estep 
Score: -18640872.000000 Penalty: 5893.768555
	Iteration 23Q: 3 clusters Score -1.864087e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 99839 members 
Entering Unmasked Estep 
Score: -18641458.000000 Penalty: 5893.768555
	Iteration 24Q: 3 clusters Score -1.864146e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 101507 members 
Entering Unmasked Estep 
Score: -18641964.000000 Penalty: 5893.768555
	Iteration 25Q: 3 clusters Score -1.864196e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 103208 members 
Entering Unmasked Estep 
Score: -18642394.000000 Penalty: 5893.768555
	Iteration 26Q: 3 clusters Score -1.864239e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 104894 members 
Entering Unmasked Estep 
Score: -18642894.000000 Penalty: 5893.768555
	Iteration 27Q: 3 clusters Score -1.864289e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 106609 members 
Entering Unmasked Estep 
Score: -18643358.000000 Penalty: 5893.768555
	Iteration 28Q: 3 clusters Score -1.864336e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 108374 members 
Entering Unmasked Estep 
Score: -18643912.000000 Penalty: 5893.768555
	Iteration 29Q: 3 clusters Score -1.864391e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 110213 members 
Entering Unmasked Estep 
Score: -18644422.000000 Penalty: 5893.768555
	Iteration 30Q: 3 clusters Score -1.864442e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 111950 members 
Entering Unmasked Estep 
Score: -18644856.000000 Penalty: 5893.768555
	Iteration 31Q: 3 clusters Score -1.864486e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 113703 members 
Entering Unmasked Estep 
Score: -18645192.000000 Penalty: 5893.768555
	Iteration 32Q: 3 clusters Score -1.864519e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 115418 members 
Entering Unmasked Estep 
Score: -18645674.000000 Penalty: 5893.768555
	Iteration 33Q: 3 clusters Score -1.864567e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 117094 members 
Entering Unmasked Estep 
Score: -18646182.000000 Penalty: 5893.768555
	Iteration 34Q: 3 clusters Score -1.864618e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 118766 members 
Entering Unmasked Estep 
Score: -18646682.000000 Penalty: 5893.768555
	Iteration 35Q: 3 clusters Score -1.864668e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 120468 members 
Entering Unmasked Estep 
Score: -18647128.000000 Penalty: 5893.768555
	Iteration 36Q: 3 clusters Score -1.864713e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 122152 members 
Entering Unmasked Estep 
Score: -18647634.000000 Penalty: 5893.768555
	Iteration 37Q: 3 clusters Score -1.864763e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 123852 members 
Entering Unmasked Estep 
Score: -18648072.000000 Penalty: 5893.768555
	Iteration 38Q: 3 clusters Score -1.864807e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 125477 members 
Entering Unmasked Estep 
Score: -18648416.000000 Penalty: 5893.768555
	Iteration 39Q: 3 clusters Score -1.864842e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 127034 members 
Entering Unmasked Estep 
Score: -18648912.000000 Penalty: 5893.768555
	Iteration 40F: 3 clusters Score -1.864891e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 128539 members 
Entering Unmasked Estep 
Score: -18649294.000000 Penalty: 5893.768555
	Iteration 41Q: 3 clusters Score -1.864929e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 130039 members 
Entering Unmasked Estep 
Score: -18649728.000000 Penalty: 5893.768555
	Iteration 42Q: 3 clusters Score -1.864973e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 131492 members 
Entering Unmasked Estep 
Score: -18650040.000000 Penalty: 5893.768555
	Iteration 43Q: 3 clusters Score -1.865004e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 132873 members 
Entering Unmasked Estep 
Score: -18650578.000000 Penalty: 5893.768555
	Iteration 44Q: 3 clusters Score -1.865058e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 134180 members 
Entering Unmasked Estep 
Score: -18651038.000000 Penalty: 5893.768555
	Iteration 45Q: 3 clusters Score -1.865104e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 135410 members 
Entering Unmasked Estep 
Score: -18651300.000000 Penalty: 5893.768555
	Iteration 46Q: 3 clusters Score -1.86513e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 136522 members 
Entering Unmasked Estep 
Score: -18651672.000000 Penalty: 5893.768555
	Iteration 47Q: 3 clusters Score -1.865167e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 137528 members 
Entering Unmasked Estep 
Score: -18652160.000000 Penalty: 5893.768555
	Iteration 48Q: 3 clusters Score -1.865216e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 138418 members 
Entering Unmasked Estep 
Score: -18652508.000000 Penalty: 5893.768555
	Iteration 49Q: 3 clusters Score -1.865251e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 139219 members 
Entering Unmasked Estep 
Score: -18652778.000000 Penalty: 5893.768555
	Iteration 50Q: 3 clusters Score -1.865278e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 139925 members 
Entering Unmasked Estep 
Score: -18653060.000000 Penalty: 5893.768555
	Iteration 51Q: 3 clusters Score -1.865306e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 140541 members 
Entering Unmasked Estep 
Score: -18653182.000000 Penalty: 5893.768555
	Iteration 52Q: 3 clusters Score -1.865318e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 141088 members 
Entering Unmasked Estep 
Score: -18653414.000000 Penalty: 5893.768555
	Iteration 53Q: 3 clusters Score -1.865341e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 141540 members 
Entering Unmasked Estep 
Score: -18653566.000000 Penalty: 5893.768555
	Iteration 54Q: 3 clusters Score -1.865357e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 141890 members 
Entering Unmasked Estep 
Score: -18653784.000000 Penalty: 5893.768555
	Iteration 55Q: 3 clusters Score -1.865378e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 142198 members 
Entering Unmasked Estep 
Score: -18653774.000000 Penalty: 5893.768555
	Iteration 56Q: 3 clusters Score -1.865377e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 142465 members 
Entering Unmasked Estep 
Score: -18653878.000000 Penalty: 5893.768555
	Iteration 57Q: 3 clusters Score -1.865388e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 142692 members 
Entering Unmasked Estep 
Score: -18653958.000000 Penalty: 5893.768555
	Iteration 58Q: 3 clusters Score -1.865396e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 142905 members 
Entering Unmasked Estep 
Score: -18654024.000000 Penalty: 5893.768555
	Iteration 59Q: 3 clusters Score -1.865402e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 143084 members 
Entering Unmasked Estep 
Score: -18654054.000000 Penalty: 5893.768555
	Iteration 60F: 3 clusters Score -1.865405e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 143221 members 
Entering Unmasked Estep 
Score: -18654114.000000 Penalty: 5893.768555
	Iteration 61Q: 3 clusters Score -1.865411e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 143321 members 
Entering Unmasked Estep 
Score: -18654148.000000 Penalty: 5893.768555
	Iteration 62Q: 3 clusters Score -1.865415e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 143409 members 
Entering Unmasked Estep 
Score: -18654152.000000 Penalty: 5893.768555
	Iteration 63Q: 3 clusters Score -1.865415e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 143469 members 
Entering Unmasked Estep 
Score: -18654168.000000 Penalty: 5893.768555
	Iteration 64Q: 3 clusters Score -1.865417e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 143527 members 
Entering Unmasked Estep 
Score: -18654198.000000 Penalty: 5893.768555
	Iteration 65Q: 3 clusters Score -1.86542e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 143574 members 
Entering Unmasked Estep 
Score: -18654194.000000 Penalty: 5893.768555
	Iteration 66Q: 3 clusters Score -1.865419e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 143617 members 
Entering Unmasked Estep 
Score: -18654220.000000 Penalty: 5893.768555
	Iteration 67Q: 3 clusters Score -1.865422e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 143653 members 
Entering Unmasked Estep 
Score: -18654212.000000 Penalty: 5893.768555
	Iteration 68Q: 3 clusters Score -1.865421e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 143677 members 
Entering Unmasked Estep 
Score: -18654218.000000 Penalty: 5893.768555
	Iteration 69Q: 3 clusters Score -1.865422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 143697 members 
Entering Unmasked Estep 
Score: -18654194.000000 Penalty: 5893.768555
	Iteration 70Q: 3 clusters Score -1.865419e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 143713 members 
Entering Unmasked Estep 
Score: -18654238.000000 Penalty: 5893.768555
	Iteration 71Q: 3 clusters Score -1.865424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 143720 members 
Entering Unmasked Estep 
Score: -18654244.000000 Penalty: 5893.768555
	Iteration 72Q: 3 clusters Score -1.865424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 143731 members 
Entering Unmasked Estep 
Score: -18654254.000000 Penalty: 5893.768555
	Iteration 73Q: 3 clusters Score -1.865425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 143742 members 
Entering Unmasked Estep 
Score: -18654240.000000 Penalty: 5893.768555
	Iteration 74Q: 3 clusters Score -1.865424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 143752 members 
Entering Unmasked Estep 
Score: -18654238.000000 Penalty: 5893.768555
	Iteration 75Q: 3 clusters Score -1.865424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 143758 members 
Entering Unmasked Estep 
Score: -18654236.000000 Penalty: 5893.768555
	Iteration 76Q: 3 clusters Score -1.865424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 143763 members 
Entering Unmasked Estep 
Score: -18654240.000000 Penalty: 5893.768555
	Iteration 77Q: 3 clusters Score -1.865424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 143769 members 
Entering Unmasked Estep 
Score: -18654252.000000 Penalty: 5893.768555
	Iteration 78Q: 3 clusters Score -1.865425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 143772 members 
Entering Unmasked Estep 
Score: -18654252.000000 Penalty: 5893.768555
	Iteration 79Q: 3 clusters Score -1.865425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 143774 members 
Entering Unmasked Estep 
Score: -18654256.000000 Penalty: 5893.768555
	Iteration 80F: 3 clusters Score -1.865426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Entering Unmasked Estep 
Score: -2815923.000000 Penalty: 2477.959961
	Iteration 0F: 2 clusters Score -2815923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2800629.250000 Penalty: 4955.919922
	Iteration 0F: 3 clusters Score -2800629 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2805674.500000 Penalty: 4955.919922
	Iteration 1F: 3 clusters Score -2805674 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2806046.750000 Penalty: 4955.919922
	Iteration 2F: 3 clusters Score -2806047 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2806343.750000 Penalty: 4955.919922
	Iteration 3Q: 3 clusters Score -2806344 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2806610.000000 Penalty: 4955.919922
	Iteration 4Q: 3 clusters Score -2806610 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2806923.250000 Penalty: 4955.919922
	Iteration 5Q: 3 clusters Score -2806923 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2807253.500000 Penalty: 4955.919922
	Iteration 6Q: 3 clusters Score -2807254 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2807728.250000 Penalty: 4955.919922
	Iteration 7Q: 3 clusters Score -2807728 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2808384.000000 Penalty: 4955.919922
	Iteration 8F: 3 clusters Score -2808384 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2809298.250000 Penalty: 4955.919922
	Iteration 9F: 3 clusters Score -2809298 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2810522.000000 Penalty: 4955.919922
	Iteration 10F: 3 clusters Score -2810522 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2811786.000000 Penalty: 4955.919922
	Iteration 11F: 3 clusters Score -2811786 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -2812737.500000 Penalty: 4955.919922
	Iteration 12Q: 3 clusters Score -2812738 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2813301.250000 Penalty: 4955.919922
	Iteration 13Q: 3 clusters Score -2813301 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2813549.750000 Penalty: 4955.919922
	Iteration 14Q: 3 clusters Score -2813550 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2813680.000000 Penalty: 4955.919922
	Iteration 15Q: 3 clusters Score -2813680 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2813745.000000 Penalty: 4955.919922
	Iteration 16Q: 3 clusters Score -2813745 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2813788.000000 Penalty: 4955.919922
	Iteration 17Q: 3 clusters Score -2813788 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2813828.250000 Penalty: 4955.919922
	Iteration 18Q: 3 clusters Score -2813828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2813854.500000 Penalty: 4955.919922
	Iteration 19Q: 3 clusters Score -2813854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2813876.750000 Penalty: 4955.919922
	Iteration 20F: 3 clusters Score -2813877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2813888.500000 Penalty: 4955.919922
	Iteration 21Q: 3 clusters Score -2813888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2813903.750000 Penalty: 4955.919922
	Iteration 22Q: 3 clusters Score -2813904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2813907.250000 Penalty: 4955.919922
	Iteration 23Q: 3 clusters Score -2813907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2813921.250000 Penalty: 4955.919922
	Iteration 24Q: 3 clusters Score -2813921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2813928.250000 Penalty: 4955.919922
	Iteration 25Q: 3 clusters Score -2813928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2813931.250000 Penalty: 4955.919922
	Iteration 26Q: 3 clusters Score -2813931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2813939.500000 Penalty: 4955.919922
	Iteration 27Q: 3 clusters Score -2813940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2813949.750000 Penalty: 4955.919922
	Iteration 28Q: 3 clusters Score -2813950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2813949.000000 Penalty: 4955.919922
	Iteration 29Q: 3 clusters Score -2813949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2813952.000000 Penalty: 4955.919922
	Iteration 30Q: 3 clusters Score -2813952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2813956.250000 Penalty: 4955.919922
	Iteration 31Q: 3 clusters Score -2813956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2813956.000000 Penalty: 4955.919922
	Iteration 32Q: 3 clusters Score -2813956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2813956.750000 Penalty: 4955.919922
	Iteration 33Q: 3 clusters Score -2813957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2813960.500000 Penalty: 4955.919922
	Iteration 34Q: 3 clusters Score -2813960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2813960.500000 Penalty: 4955.919922
	Iteration 35F: 3 clusters Score -2813960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Entering Unmasked Estep 
Score: -1128527.125000 Penalty: 2266.273438
	Iteration 0F: 2 clusters Score -1128527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1121317.000000 Penalty: 4532.546875
	Iteration 0F: 3 clusters Score -1121317 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1123328.875000 Penalty: 4532.546875
	Iteration 1F: 3 clusters Score -1123329 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1123728.500000 Penalty: 4532.546875
	Iteration 2F: 3 clusters Score -1123728 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1124158.000000 Penalty: 4532.546875
	Iteration 3F: 3 clusters Score -1124158 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1124698.875000 Penalty: 4532.546875
	Iteration 4F: 3 clusters Score -1124699 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1125321.625000 Penalty: 4532.546875
	Iteration 5F: 3 clusters Score -1125322 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1126083.125000 Penalty: 4532.546875
	Iteration 6F: 3 clusters Score -1126083 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1126784.000000 Penalty: 4532.546875
	Iteration 7F: 3 clusters Score -1126784 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1127297.375000 Penalty: 4532.546875
	Iteration 8F: 3 clusters Score -1127297 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1127644.250000 Penalty: 4532.546875
	Iteration 9Q: 3 clusters Score -1127644 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1127829.750000 Penalty: 4532.546875
	Iteration 10Q: 3 clusters Score -1127830 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1127922.250000 Penalty: 4532.546875
	Iteration 11Q: 3 clusters Score -1127922 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1127981.250000 Penalty: 4532.546875
	Iteration 12Q: 3 clusters Score -1127981 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1128014.250000 Penalty: 4532.546875
	Iteration 13Q: 3 clusters Score -1128014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1128039.375000 Penalty: 4532.546875
	Iteration 14Q: 3 clusters Score -1128039 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1128053.000000 Penalty: 4532.546875
	Iteration 15Q: 3 clusters Score -1128053 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1128067.750000 Penalty: 4532.546875
	Iteration 16Q: 3 clusters Score -1128068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1128072.625000 Penalty: 4532.546875
	Iteration 17Q: 3 clusters Score -1128073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1128073.500000 Penalty: 4532.546875
	Iteration 18Q: 3 clusters Score -1128074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1128076.000000 Penalty: 4532.546875
	Iteration 19Q: 3 clusters Score -1128076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1128080.625000 Penalty: 4532.546875
	Iteration 20F: 3 clusters Score -1128081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1128081.625000 Penalty: 4532.546875
	Iteration 21Q: 3 clusters Score -1128082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1128084.500000 Penalty: 4532.546875
	Iteration 22Q: 3 clusters Score -1128084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1128087.750000 Penalty: 4532.546875
	Iteration 23Q: 3 clusters Score -1128088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1128086.250000 Penalty: 4532.546875
	Iteration 24Q: 3 clusters Score -1128086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1128087.250000 Penalty: 4532.546875
	Iteration 25Q: 3 clusters Score -1128087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1128087.625000 Penalty: 4532.546875
	Iteration 26Q: 3 clusters Score -1128088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1128087.625000 Penalty: 4532.546875
	Iteration 27F: 3 clusters Score -1128088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (154303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154303 members 
Entering Unmasked Estep 
Score: -19747916.000000 Penalty: 2962.774902
	Iteration 0F: 2 clusters Score -1.974792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -19648600.000000 Penalty: 5925.549805
	Iteration 0F: 3 clusters Score -1.96486e+07 nChanged 73910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78397 members 
Mstep: Class 2 contains 75906 members 
Entering Unmasked Estep 
Score: -19691168.000000 Penalty: 5925.549805
	Iteration 1F: 3 clusters Score -1.969117e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79341 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -19692106.000000 Penalty: 5925.549805
	Iteration 2Q: 3 clusters Score -1.969211e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 73659 members 
Entering Unmasked Estep 
Score: -19693598.000000 Penalty: 5925.549805
	Iteration 3Q: 3 clusters Score -1.96936e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -19695598.000000 Penalty: 5925.549805
	Iteration 4Q: 3 clusters Score -1.96956e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84742 members 
Mstep: Class 2 contains 69561 members 
Entering Unmasked Estep 
Score: -19698750.000000 Penalty: 5925.549805
	Iteration 5Q: 3 clusters Score -1.969875e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87480 members 
Mstep: Class 2 contains 66823 members 
Entering Unmasked Estep 
Score: -19703372.000000 Penalty: 5925.549805
	Iteration 6F: 3 clusters Score -1.970337e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90160 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -19709858.000000 Penalty: 5925.549805
	Iteration 7F: 3 clusters Score -1.970986e+07 nChanged 10422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92114 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -19717714.000000 Penalty: 5925.549805
	Iteration 8F: 3 clusters Score -1.971771e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93035 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -19724426.000000 Penalty: 5925.549805
	Iteration 9F: 3 clusters Score -1.972443e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93457 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -19727412.000000 Penalty: 5925.549805
	Iteration 10Q: 3 clusters Score -1.972741e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93834 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -19728348.000000 Penalty: 5925.549805
	Iteration 11Q: 3 clusters Score -1.972835e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94196 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -19728728.000000 Penalty: 5925.549805
	Iteration 12Q: 3 clusters Score -1.972873e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94514 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -19729152.000000 Penalty: 5925.549805
	Iteration 13Q: 3 clusters Score -1.972915e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94733 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -19729382.000000 Penalty: 5925.549805
	Iteration 14Q: 3 clusters Score -1.972938e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94878 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -19729682.000000 Penalty: 5925.549805
	Iteration 15Q: 3 clusters Score -1.972968e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95000 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
Score: -19729870.000000 Penalty: 5925.549805
	Iteration 16Q: 3 clusters Score -1.972987e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95136 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -19730156.000000 Penalty: 5925.549805
	Iteration 17Q: 3 clusters Score -1.973016e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95264 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -19730402.000000 Penalty: 5925.549805
	Iteration 18Q: 3 clusters Score -1.97304e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -19730824.000000 Penalty: 5925.549805
	Iteration 19Q: 3 clusters Score -1.973082e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -19731146.000000 Penalty: 5925.549805
	Iteration 20F: 3 clusters Score -1.973115e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95433 members 
Mstep: Class 2 contains 58870 members 
Entering Unmasked Estep 
Score: -19731484.000000 Penalty: 5925.549805
	Iteration 21Q: 3 clusters Score -1.973148e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95475 members 
Mstep: Class 2 contains 58828 members 
Entering Unmasked Estep 
Score: -19731806.000000 Penalty: 5925.549805
	Iteration 22Q: 3 clusters Score -1.973181e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95527 members 
Mstep: Class 2 contains 58776 members 
Entering Unmasked Estep 
Score: -19732068.000000 Penalty: 5925.549805
	Iteration 23Q: 3 clusters Score -1.973207e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95673 members 
Mstep: Class 2 contains 58630 members 
Entering Unmasked Estep 
Score: -19732384.000000 Penalty: 5925.549805
	Iteration 24Q: 3 clusters Score -1.973238e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95777 members 
Mstep: Class 2 contains 58526 members 
Entering Unmasked Estep 
Score: -19732790.000000 Penalty: 5925.549805
	Iteration 25Q: 3 clusters Score -1.973279e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95926 members 
Mstep: Class 2 contains 58377 members 
Entering Unmasked Estep 
Score: -19733122.000000 Penalty: 5925.549805
	Iteration 26Q: 3 clusters Score -1.973312e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -19733462.000000 Penalty: 5925.549805
	Iteration 27Q: 3 clusters Score -1.973346e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96441 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -19733720.000000 Penalty: 5925.549805
	Iteration 28Q: 3 clusters Score -1.973372e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96768 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -19733890.000000 Penalty: 5925.549805
	Iteration 29Q: 3 clusters Score -1.973389e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -19734006.000000 Penalty: 5925.549805
	Iteration 30Q: 3 clusters Score -1.973401e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -19734220.000000 Penalty: 5925.549805
	Iteration 31Q: 3 clusters Score -1.973422e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97857 members 
Mstep: Class 2 contains 56446 members 
Entering Unmasked Estep 
Score: -19734372.000000 Penalty: 5925.549805
	Iteration 32Q: 3 clusters Score -1.973437e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98239 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -19734544.000000 Penalty: 5925.549805
	Iteration 33Q: 3 clusters Score -1.973454e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -19734652.000000 Penalty: 5925.549805
	Iteration 34Q: 3 clusters Score -1.973465e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99158 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -19734722.000000 Penalty: 5925.549805
	Iteration 35Q: 3 clusters Score -1.973472e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99678 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -19734834.000000 Penalty: 5925.549805
	Iteration 36Q: 3 clusters Score -1.973483e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100155 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -19734944.000000 Penalty: 5925.549805
	Iteration 37Q: 3 clusters Score -1.973494e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100674 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -19735008.000000 Penalty: 5925.549805
	Iteration 38Q: 3 clusters Score -1.973501e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101192 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -19735132.000000 Penalty: 5925.549805
	Iteration 39Q: 3 clusters Score -1.973513e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101705 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -19735272.000000 Penalty: 5925.549805
	Iteration 40F: 3 clusters Score -1.973527e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102226 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -19735338.000000 Penalty: 5925.549805
	Iteration 41Q: 3 clusters Score -1.973534e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102768 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -19735332.000000 Penalty: 5925.549805
	Iteration 42Q: 3 clusters Score -1.973533e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103299 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -19735362.000000 Penalty: 5925.549805
	Iteration 43Q: 3 clusters Score -1.973536e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103822 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -19735440.000000 Penalty: 5925.549805
	Iteration 44Q: 3 clusters Score -1.973544e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104358 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -19735540.000000 Penalty: 5925.549805
	Iteration 45Q: 3 clusters Score -1.973554e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104882 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -19735602.000000 Penalty: 5925.549805
	Iteration 46Q: 3 clusters Score -1.97356e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105452 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -19735630.000000 Penalty: 5925.549805
	Iteration 47Q: 3 clusters Score -1.973563e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106057 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -19735722.000000 Penalty: 5925.549805
	Iteration 48Q: 3 clusters Score -1.973572e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106671 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -19735812.000000 Penalty: 5925.549805
	Iteration 49Q: 3 clusters Score -1.973581e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107274 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -19735858.000000 Penalty: 5925.549805
	Iteration 50Q: 3 clusters Score -1.973586e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107914 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -19735962.000000 Penalty: 5925.549805
	Iteration 51Q: 3 clusters Score -1.973596e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108636 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -19736068.000000 Penalty: 5925.549805
	Iteration 52Q: 3 clusters Score -1.973607e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109332 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -19736108.000000 Penalty: 5925.549805
	Iteration 53Q: 3 clusters Score -1.973611e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110066 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -19736194.000000 Penalty: 5925.549805
	Iteration 54Q: 3 clusters Score -1.973619e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110804 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -19736284.000000 Penalty: 5925.549805
	Iteration 55Q: 3 clusters Score -1.973628e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111575 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -19736326.000000 Penalty: 5925.549805
	Iteration 56Q: 3 clusters Score -1.973633e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112370 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -19736484.000000 Penalty: 5925.549805
	Iteration 57Q: 3 clusters Score -1.973648e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113178 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -19736560.000000 Penalty: 5925.549805
	Iteration 58Q: 3 clusters Score -1.973656e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114042 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -19736654.000000 Penalty: 5925.549805
	Iteration 59Q: 3 clusters Score -1.973665e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114913 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -19736842.000000 Penalty: 5925.549805
	Iteration 60F: 3 clusters Score -1.973684e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115775 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -19736932.000000 Penalty: 5925.549805
	Iteration 61Q: 3 clusters Score -1.973693e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116632 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -19737070.000000 Penalty: 5925.549805
	Iteration 62Q: 3 clusters Score -1.973707e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117501 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -19737250.000000 Penalty: 5925.549805
	Iteration 63Q: 3 clusters Score -1.973725e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118426 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -19737502.000000 Penalty: 5925.549805
	Iteration 64Q: 3 clusters Score -1.97375e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119390 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -19737756.000000 Penalty: 5925.549805
	Iteration 65Q: 3 clusters Score -1.973776e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120420 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -19738008.000000 Penalty: 5925.549805
	Iteration 66Q: 3 clusters Score -1.973801e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121529 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -19738298.000000 Penalty: 5925.549805
	Iteration 67Q: 3 clusters Score -1.97383e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122613 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -19738584.000000 Penalty: 5925.549805
	Iteration 68Q: 3 clusters Score -1.973858e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123729 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -19738810.000000 Penalty: 5925.549805
	Iteration 69Q: 3 clusters Score -1.973881e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124860 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -19739080.000000 Penalty: 5925.549805
	Iteration 70Q: 3 clusters Score -1.973908e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125948 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -19739266.000000 Penalty: 5925.549805
	Iteration 71Q: 3 clusters Score -1.973927e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127060 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -19739560.000000 Penalty: 5925.549805
	Iteration 72Q: 3 clusters Score -1.973956e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128144 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -19739676.000000 Penalty: 5925.549805
	Iteration 73Q: 3 clusters Score -1.973968e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129214 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -19740036.000000 Penalty: 5925.549805
	Iteration 74Q: 3 clusters Score -1.974004e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130306 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -19740274.000000 Penalty: 5925.549805
	Iteration 75Q: 3 clusters Score -1.974027e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131376 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -19740522.000000 Penalty: 5925.549805
	Iteration 76Q: 3 clusters Score -1.974052e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132461 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -19740888.000000 Penalty: 5925.549805
	Iteration 77Q: 3 clusters Score -1.974089e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133577 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -19741214.000000 Penalty: 5925.549805
	Iteration 78Q: 3 clusters Score -1.974121e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134696 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -19741514.000000 Penalty: 5925.549805
	Iteration 79Q: 3 clusters Score -1.974151e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135821 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -19741772.000000 Penalty: 5925.549805
	Iteration 80F: 3 clusters Score -1.974177e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136826 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -19742018.000000 Penalty: 5925.549805
	Iteration 81Q: 3 clusters Score -1.974202e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137812 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -19742388.000000 Penalty: 5925.549805
	Iteration 82Q: 3 clusters Score -1.974239e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138755 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -19742694.000000 Penalty: 5925.549805
	Iteration 83Q: 3 clusters Score -1.974269e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139734 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -19742916.000000 Penalty: 5925.549805
	Iteration 84Q: 3 clusters Score -1.974292e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140666 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -19743142.000000 Penalty: 5925.549805
	Iteration 85Q: 3 clusters Score -1.974314e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141535 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -19743298.000000 Penalty: 5925.549805
	Iteration 86Q: 3 clusters Score -1.97433e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142348 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -19743498.000000 Penalty: 5925.549805
	Iteration 87Q: 3 clusters Score -1.97435e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143125 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -19743570.000000 Penalty: 5925.549805
	Iteration 88Q: 3 clusters Score -1.974357e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143839 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -19743752.000000 Penalty: 5925.549805
	Iteration 89Q: 3 clusters Score -1.974375e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144500 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -19743940.000000 Penalty: 5925.549805
	Iteration 90Q: 3 clusters Score -1.974394e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145128 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -19744102.000000 Penalty: 5925.549805
	Iteration 91Q: 3 clusters Score -1.97441e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145660 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -19744272.000000 Penalty: 5925.549805
	Iteration 92Q: 3 clusters Score -1.974427e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146150 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -19744366.000000 Penalty: 5925.549805
	Iteration 93Q: 3 clusters Score -1.974437e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146611 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -19744468.000000 Penalty: 5925.549805
	Iteration 94Q: 3 clusters Score -1.974447e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147037 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -19744570.000000 Penalty: 5925.549805
	Iteration 95Q: 3 clusters Score -1.974457e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147429 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -19744690.000000 Penalty: 5925.549805
	Iteration 96Q: 3 clusters Score -1.974469e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147816 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -19744842.000000 Penalty: 5925.549805
	Iteration 97Q: 3 clusters Score -1.974484e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148197 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -19744948.000000 Penalty: 5925.549805
	Iteration 98Q: 3 clusters Score -1.974495e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148529 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -19745050.000000 Penalty: 5925.549805
	Iteration 99Q: 3 clusters Score -1.974505e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148823 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -19745106.000000 Penalty: 5925.549805
	Iteration 100F: 3 clusters Score -1.974511e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149142 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -19745194.000000 Penalty: 5925.549805
	Iteration 101Q: 3 clusters Score -1.974519e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149421 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -19745274.000000 Penalty: 5925.549805
	Iteration 102Q: 3 clusters Score -1.974527e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149666 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -19745402.000000 Penalty: 5925.549805
	Iteration 103Q: 3 clusters Score -1.97454e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149896 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -19745502.000000 Penalty: 5925.549805
	Iteration 104Q: 3 clusters Score -1.97455e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150101 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -19745566.000000 Penalty: 5925.549805
	Iteration 105Q: 3 clusters Score -1.974557e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150259 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -19745564.000000 Penalty: 5925.549805
	Iteration 106Q: 3 clusters Score -1.974556e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150412 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -19745586.000000 Penalty: 5925.549805
	Iteration 107Q: 3 clusters Score -1.974559e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150553 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -19745600.000000 Penalty: 5925.549805
	Iteration 108Q: 3 clusters Score -1.97456e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150657 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -19745656.000000 Penalty: 5925.549805
	Iteration 109Q: 3 clusters Score -1.974566e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150757 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -19745678.000000 Penalty: 5925.549805
	Iteration 110Q: 3 clusters Score -1.974568e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150850 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -19745674.000000 Penalty: 5925.549805
	Iteration 111Q: 3 clusters Score -1.974567e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150947 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -19745722.000000 Penalty: 5925.549805
	Iteration 112Q: 3 clusters Score -1.974572e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151038 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -19745734.000000 Penalty: 5925.549805
	Iteration 113Q: 3 clusters Score -1.974573e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151121 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -19745750.000000 Penalty: 5925.549805
	Iteration 114Q: 3 clusters Score -1.974575e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151194 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -19745750.000000 Penalty: 5925.549805
	Iteration 115Q: 3 clusters Score -1.974575e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151246 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -19745762.000000 Penalty: 5925.549805
	Iteration 116Q: 3 clusters Score -1.974576e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151296 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -19745764.000000 Penalty: 5925.549805
	Iteration 117Q: 3 clusters Score -1.974576e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151336 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -19745774.000000 Penalty: 5925.549805
	Iteration 118Q: 3 clusters Score -1.974577e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151391 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -19745782.000000 Penalty: 5925.549805
	Iteration 119Q: 3 clusters Score -1.974578e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151440 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -19745760.000000 Penalty: 5925.549805
	Iteration 120F: 3 clusters Score -1.974576e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151481 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -19745768.000000 Penalty: 5925.549805
	Iteration 121Q: 3 clusters Score -1.974577e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151515 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -19745766.000000 Penalty: 5925.549805
	Iteration 122Q: 3 clusters Score -1.974577e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151547 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -19745768.000000 Penalty: 5925.549805
	Iteration 123Q: 3 clusters Score -1.974577e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151578 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -19745790.000000 Penalty: 5925.549805
	Iteration 124Q: 3 clusters Score -1.974579e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151603 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -19745776.000000 Penalty: 5925.549805
	Iteration 125Q: 3 clusters Score -1.974578e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151622 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -19745778.000000 Penalty: 5925.549805
	Iteration 126Q: 3 clusters Score -1.974578e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151643 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -19745782.000000 Penalty: 5925.549805
	Iteration 127Q: 3 clusters Score -1.974578e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151665 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -19745784.000000 Penalty: 5925.549805
	Iteration 128Q: 3 clusters Score -1.974578e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151684 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -19745792.000000 Penalty: 5925.549805
	Iteration 129Q: 3 clusters Score -1.974579e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151706 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -19745798.000000 Penalty: 5925.549805
	Iteration 130Q: 3 clusters Score -1.97458e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151733 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -19745808.000000 Penalty: 5925.549805
	Iteration 131Q: 3 clusters Score -1.974581e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151752 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -19745816.000000 Penalty: 5925.549805
	Iteration 132Q: 3 clusters Score -1.974582e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151779 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -19745858.000000 Penalty: 5925.549805
	Iteration 133Q: 3 clusters Score -1.974586e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151805 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -19745846.000000 Penalty: 5925.549805
	Iteration 134Q: 3 clusters Score -1.974585e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151827 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -19745838.000000 Penalty: 5925.549805
	Iteration 135Q: 3 clusters Score -1.974584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151852 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -19745814.000000 Penalty: 5925.549805
	Iteration 136Q: 3 clusters Score -1.974581e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151876 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -19745840.000000 Penalty: 5925.549805
	Iteration 137Q: 3 clusters Score -1.974584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151901 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -19745840.000000 Penalty: 5925.549805
	Iteration 138Q: 3 clusters Score -1.974584e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151923 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -19745818.000000 Penalty: 5925.549805
	Iteration 139Q: 3 clusters Score -1.974582e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151943 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -19745824.000000 Penalty: 5925.549805
	Iteration 140F: 3 clusters Score -1.974582e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151959 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -19745816.000000 Penalty: 5925.549805
	Iteration 141Q: 3 clusters Score -1.974582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151978 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -19745840.000000 Penalty: 5925.549805
	Iteration 142Q: 3 clusters Score -1.974584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151994 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -19745842.000000 Penalty: 5925.549805
	Iteration 143Q: 3 clusters Score -1.974584e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152021 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -19745818.000000 Penalty: 5925.549805
	Iteration 144Q: 3 clusters Score -1.974582e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152042 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -19745784.000000 Penalty: 5925.549805
	Iteration 145Q: 3 clusters Score -1.974578e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152056 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -19745778.000000 Penalty: 5925.549805
	Iteration 146Q: 3 clusters Score -1.974578e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152071 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -19745788.000000 Penalty: 5925.549805
	Iteration 147Q: 3 clusters Score -1.974579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152087 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -19745794.000000 Penalty: 5925.549805
	Iteration 148Q: 3 clusters Score -1.974579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152099 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -19745818.000000 Penalty: 5925.549805
	Iteration 149Q: 3 clusters Score -1.974582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152107 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -19745802.000000 Penalty: 5925.549805
	Iteration 150Q: 3 clusters Score -1.97458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152117 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -19745808.000000 Penalty: 5925.549805
	Iteration 151Q: 3 clusters Score -1.974581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152127 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -19745808.000000 Penalty: 5925.549805
	Iteration 152Q: 3 clusters Score -1.974581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152141 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -19745798.000000 Penalty: 5925.549805
	Iteration 153Q: 3 clusters Score -1.97458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152155 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -19745806.000000 Penalty: 5925.549805
	Iteration 154Q: 3 clusters Score -1.974581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152167 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -19745782.000000 Penalty: 5925.549805
	Iteration 155Q: 3 clusters Score -1.974578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152177 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -19745812.000000 Penalty: 5925.549805
	Iteration 156Q: 3 clusters Score -1.974581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152182 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -19745804.000000 Penalty: 5925.549805
	Iteration 157Q: 3 clusters Score -1.97458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152189 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -19745802.000000 Penalty: 5925.549805
	Iteration 158Q: 3 clusters Score -1.97458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152195 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -19745810.000000 Penalty: 5925.549805
	Iteration 159Q: 3 clusters Score -1.974581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152197 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -19745792.000000 Penalty: 5925.549805
	Iteration 160F: 3 clusters Score -1.974579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152201 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -19745802.000000 Penalty: 5925.549805
	Iteration 161Q: 3 clusters Score -1.97458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152205 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -19745798.000000 Penalty: 5925.549805
	Iteration 162Q: 3 clusters Score -1.97458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152207 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -19745804.000000 Penalty: 5925.549805
	Iteration 163Q: 3 clusters Score -1.97458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152210 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -19745814.000000 Penalty: 5925.549805
	Iteration 164Q: 3 clusters Score -1.974581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152216 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -19745802.000000 Penalty: 5925.549805
	Iteration 165Q: 3 clusters Score -1.97458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152221 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -19745798.000000 Penalty: 5925.549805
	Iteration 166Q: 3 clusters Score -1.97458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152226 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -19745792.000000 Penalty: 5925.549805
	Iteration 167Q: 3 clusters Score -1.974579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152230 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -19745800.000000 Penalty: 5925.549805
	Iteration 168Q: 3 clusters Score -1.97458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152232 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -19745798.000000 Penalty: 5925.549805
	Iteration 169Q: 3 clusters Score -1.97458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152235 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -19745806.000000 Penalty: 5925.549805
	Iteration 170Q: 3 clusters Score -1.974581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152238 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -19745826.000000 Penalty: 5925.549805
	Iteration 171Q: 3 clusters Score -1.974583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152240 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -19745820.000000 Penalty: 5925.549805
	Iteration 172Q: 3 clusters Score -1.974582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152243 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -19745822.000000 Penalty: 5925.549805
	Iteration 173Q: 3 clusters Score -1.974582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152249 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -19745816.000000 Penalty: 5925.549805
	Iteration 174Q: 3 clusters Score -1.974582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152252 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -19745818.000000 Penalty: 5925.549805
	Iteration 175Q: 3 clusters Score -1.974582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152254 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -19745818.000000 Penalty: 5925.549805
	Iteration 176Q: 3 clusters Score -1.974582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152257 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -19745810.000000 Penalty: 5925.549805
	Iteration 177Q: 3 clusters Score -1.974581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152260 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -19745798.000000 Penalty: 5925.549805
	Iteration 178Q: 3 clusters Score -1.97458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152262 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -19745806.000000 Penalty: 5925.549805
	Iteration 179Q: 3 clusters Score -1.974581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152262 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -19745818.000000 Penalty: 5925.549805
	Iteration 180F: 3 clusters Score -1.974582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152264 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -19745810.000000 Penalty: 5925.549805
	Iteration 181Q: 3 clusters Score -1.974581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152265 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -19745820.000000 Penalty: 5925.549805
	Iteration 182Q: 3 clusters Score -1.974582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152269 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -19745792.000000 Penalty: 5925.549805
	Iteration 183Q: 3 clusters Score -1.974579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152271 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -19745800.000000 Penalty: 5925.549805
	Iteration 184Q: 3 clusters Score -1.97458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152274 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -19745798.000000 Penalty: 5925.549805
	Iteration 185Q: 3 clusters Score -1.97458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152277 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -19745784.000000 Penalty: 5925.549805
	Iteration 186Q: 3 clusters Score -1.974578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152282 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -19745792.000000 Penalty: 5925.549805
	Iteration 187Q: 3 clusters Score -1.974579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152289 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -19745812.000000 Penalty: 5925.549805
	Iteration 188Q: 3 clusters Score -1.974581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152295 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -19745818.000000 Penalty: 5925.549805
	Iteration 189Q: 3 clusters Score -1.974582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152303 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -19745814.000000 Penalty: 5925.549805
	Iteration 190Q: 3 clusters Score -1.974581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152308 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -19745814.000000 Penalty: 5925.549805
	Iteration 191Q: 3 clusters Score -1.974581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152312 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -19745818.000000 Penalty: 5925.549805
	Iteration 192Q: 3 clusters Score -1.974582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152316 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -19745826.000000 Penalty: 5925.549805
	Iteration 193Q: 3 clusters Score -1.974583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152326 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -19745830.000000 Penalty: 5925.549805
	Iteration 194Q: 3 clusters Score -1.974583e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152340 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -19745850.000000 Penalty: 5925.549805
	Iteration 195Q: 3 clusters Score -1.974585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152345 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -19745852.000000 Penalty: 5925.549805
	Iteration 196Q: 3 clusters Score -1.974585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152349 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -19745864.000000 Penalty: 5925.549805
	Iteration 197Q: 3 clusters Score -1.974586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152350 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -19745862.000000 Penalty: 5925.549805
	Iteration 198Q: 3 clusters Score -1.974586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152351 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -19745862.000000 Penalty: 5925.549805
	Iteration 199Q: 3 clusters Score -1.974586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152352 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -19745854.000000 Penalty: 5925.549805
	Iteration 200F: 3 clusters Score -1.974585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152354 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -19745858.000000 Penalty: 5925.549805
	Iteration 201Q: 3 clusters Score -1.974586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152359 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -19745862.000000 Penalty: 5925.549805
	Iteration 202Q: 3 clusters Score -1.974586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152364 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -19745862.000000 Penalty: 5925.549805
	Iteration 203Q: 3 clusters Score -1.974586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152370 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -19745874.000000 Penalty: 5925.549805
	Iteration 204Q: 3 clusters Score -1.974587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152372 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -19745874.000000 Penalty: 5925.549805
	Iteration 205Q: 3 clusters Score -1.974587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152375 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -19745862.000000 Penalty: 5925.549805
	Iteration 206Q: 3 clusters Score -1.974586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152379 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -19745872.000000 Penalty: 5925.549805
	Iteration 207Q: 3 clusters Score -1.974587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152382 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -19745854.000000 Penalty: 5925.549805
	Iteration 208Q: 3 clusters Score -1.974585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152387 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -19745860.000000 Penalty: 5925.549805
	Iteration 209Q: 3 clusters Score -1.974586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152391 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -19745856.000000 Penalty: 5925.549805
	Iteration 210Q: 3 clusters Score -1.974586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152391 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -19745856.000000 Penalty: 5925.549805
	Iteration 211Q: 3 clusters Score -1.974586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152395 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -19745870.000000 Penalty: 5925.549805
	Iteration 212Q: 3 clusters Score -1.974587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152400 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -19745886.000000 Penalty: 5925.549805
	Iteration 213Q: 3 clusters Score -1.974589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152403 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -19745870.000000 Penalty: 5925.549805
	Iteration 214Q: 3 clusters Score -1.974587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152406 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -19745868.000000 Penalty: 5925.549805
	Iteration 215Q: 3 clusters Score -1.974587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152408 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -19745878.000000 Penalty: 5925.549805
	Iteration 216Q: 3 clusters Score -1.974588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152408 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -19745878.000000 Penalty: 5925.549805
	Iteration 217F: 3 clusters Score -1.974588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (164690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164690 members 
Entering Unmasked Estep 
Score: -21127582.000000 Penalty: 2978.931396
	Iteration 0F: 2 clusters Score -2.112758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82487 members 
Mstep: Class 2 contains 82203 members 
Entering Unmasked Estep 
Score: -21020738.000000 Penalty: 5957.862793
	Iteration 0F: 3 clusters Score -2.102074e+07 nChanged 78910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -21066214.000000 Penalty: 5957.862793
	Iteration 1F: 3 clusters Score -2.106621e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88229 members 
Mstep: Class 2 contains 76461 members 
Entering Unmasked Estep 
Score: -21067342.000000 Penalty: 5957.862793
	Iteration 2Q: 3 clusters Score -2.106734e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92096 members 
Mstep: Class 2 contains 72594 members 
Entering Unmasked Estep 
Score: -21068800.000000 Penalty: 5957.862793
	Iteration 3Q: 3 clusters Score -2.10688e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97850 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -21071400.000000 Penalty: 5957.862793
	Iteration 4Q: 3 clusters Score -2.10714e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106321 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -21075704.000000 Penalty: 5957.862793
	Iteration 5F: 3 clusters Score -2.10757e+07 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117995 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -21083986.000000 Penalty: 5957.862793
	Iteration 6F: 3 clusters Score -2.108399e+07 nChanged 14376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132315 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -21096274.000000 Penalty: 5957.862793
	Iteration 7F: 3 clusters Score -2.109627e+07 nChanged 14441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146744 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -21110386.000000 Penalty: 5957.862793
	Iteration 8F: 3 clusters Score -2.111039e+07 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157275 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -21119844.000000 Penalty: 5957.862793
	Iteration 9F: 3 clusters Score -2.111984e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162181 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -21123344.000000 Penalty: 5957.862793
	Iteration 10Q: 3 clusters Score -2.112334e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163764 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -21124312.000000 Penalty: 5957.862793
	Iteration 11Q: 3 clusters Score -2.112431e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164195 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -21124666.000000 Penalty: 5957.862793
	Iteration 12Q: 3 clusters Score -2.112467e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164332 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -21124858.000000 Penalty: 5957.862793
	Iteration 13Q: 3 clusters Score -2.112486e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164379 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21124920.000000 Penalty: 5957.862793
	Iteration 14Q: 3 clusters Score -2.112492e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164397 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21124942.000000 Penalty: 5957.862793
	Iteration 15Q: 3 clusters Score -2.112494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164407 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21124970.000000 Penalty: 5957.862793
	Iteration 16Q: 3 clusters Score -2.112497e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164418 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21124972.000000 Penalty: 5957.862793
	Iteration 17Q: 3 clusters Score -2.112497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164421 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21124986.000000 Penalty: 5957.862793
	Iteration 18Q: 3 clusters Score -2.112499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164422 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21124988.000000 Penalty: 5957.862793
	Iteration 19Q: 3 clusters Score -2.112499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164421 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21125000.000000 Penalty: 5957.862793
	Iteration 20F: 3 clusters Score -2.1125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164421 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21125012.000000 Penalty: 5957.862793
	Iteration 21Q: 3 clusters Score -2.112501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164422 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21125010.000000 Penalty: 5957.862793
	Iteration 22Q: 3 clusters Score -2.112501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164422 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21125010.000000 Penalty: 5957.862793
	Iteration 23Q: 3 clusters Score -2.112501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164423 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21125018.000000 Penalty: 5957.862793
	Iteration 24Q: 3 clusters Score -2.112502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164424 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21125022.000000 Penalty: 5957.862793
	Iteration 25Q: 3 clusters Score -2.112502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164424 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21125022.000000 Penalty: 5957.862793
	Iteration 26F: 3 clusters Score -2.112502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -82844.085938 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -82844.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -81148.656250 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -81148.66 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81863.843750 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -81863.84 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -82400.187500 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -82400.19 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -82974.507812 Penalty: 3328.419434
	Iteration 3F: 3 clusters Score -82974.51 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -83345.976562 Penalty: 3328.419434
	Iteration 4F: 3 clusters Score -83345.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -83702.367188 Penalty: 3328.419434
	Iteration 5F: 3 clusters Score -83702.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -83844.039062 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -83844.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -83885.179688 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -83885.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -83890.984375 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -83890.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -83890.984375 Penalty: 3328.419434
	Iteration 9F: 3 clusters Score -83890.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58551 members 
Mstep: Class 3 contains 69304 members 
Mstep: Class 4 contains 109593 members 
Mstep: Class 5 contains 65596 members 
Mstep: Class 6 contains 72037 members 
Mstep: Class 7 contains 166516 members 
Mstep: Class 8 contains 144726 members 
Mstep: Class 9 contains 21846 members 
Mstep: Class 10 contains 9304 members 
Mstep: Class 11 contains 154303 members 
Mstep: Class 12 contains 164690 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160176 members 
Mstep: Class 16 contains 79452 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Mstep: Class 22 contains 253 members 
Entering Unmasked Estep 
Score: -161343872.000000 Penalty: 76770.804688
Splitting cluster 13 changes total score from -161344432.000000 to -161343872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -137463.859375 Penalty: 1758.958252
	Iteration 0F: 2 clusters Score -137463.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -135407.171875 Penalty: 3517.916504
	Iteration 0F: 3 clusters Score -135407.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -135782.265625 Penalty: 3517.916504
	Iteration 1F: 3 clusters Score -135782.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -135990.734375 Penalty: 3517.916504
	Iteration 2F: 3 clusters Score -135990.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -136159.125000 Penalty: 3517.916504
	Iteration 3F: 3 clusters Score -136159.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -136255.484375 Penalty: 3517.916504
	Iteration 4Q: 3 clusters Score -136255.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -136357.546875 Penalty: 3517.916504
	Iteration 5Q: 3 clusters Score -136357.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -136468.406250 Penalty: 3517.916504
	Iteration 6Q: 3 clusters Score -136468.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -136565.000000 Penalty: 3517.916504
	Iteration 7Q: 3 clusters Score -136565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -136636.281250 Penalty: 3517.916504
	Iteration 8Q: 3 clusters Score -136636.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -136676.890625 Penalty: 3517.916504
	Iteration 9Q: 3 clusters Score -136676.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -136710.125000 Penalty: 3517.916504
	Iteration 10Q: 3 clusters Score -136710.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -136731.359375 Penalty: 3517.916504
	Iteration 11Q: 3 clusters Score -136731.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -136742.687500 Penalty: 3517.916504
	Iteration 12Q: 3 clusters Score -136742.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -136758.265625 Penalty: 3517.916504
	Iteration 13Q: 3 clusters Score -136758.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -136785.937500 Penalty: 3517.916504
	Iteration 14Q: 3 clusters Score -136785.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -136808.328125 Penalty: 3517.916504
	Iteration 15Q: 3 clusters Score -136808.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -136816.890625 Penalty: 3517.916504
	Iteration 16Q: 3 clusters Score -136816.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -136823.046875 Penalty: 3517.916504
	Iteration 17Q: 3 clusters Score -136823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -136831.093750 Penalty: 3517.916504
	Iteration 18Q: 3 clusters Score -136831.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -136842.203125 Penalty: 3517.916504
	Iteration 19Q: 3 clusters Score -136842.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -136851.968750 Penalty: 3517.916504
	Iteration 20F: 3 clusters Score -136852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -136861.812500 Penalty: 3517.916504
	Iteration 21Q: 3 clusters Score -136861.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -136870.500000 Penalty: 3517.916504
	Iteration 22Q: 3 clusters Score -136870.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -136887.531250 Penalty: 3517.916504
	Iteration 23Q: 3 clusters Score -136887.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -136908.718750 Penalty: 3517.916504
	Iteration 24Q: 3 clusters Score -136908.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -136920.734375 Penalty: 3517.916504
	Iteration 25Q: 3 clusters Score -136920.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -136927.062500 Penalty: 3517.916504
	Iteration 26Q: 3 clusters Score -136927.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -136935.671875 Penalty: 3517.916504
	Iteration 27Q: 3 clusters Score -136935.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -136945.453125 Penalty: 3517.916504
	Iteration 28Q: 3 clusters Score -136945.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -136956.484375 Penalty: 3517.916504
	Iteration 29Q: 3 clusters Score -136956.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -136962.187500 Penalty: 3517.916504
	Iteration 30Q: 3 clusters Score -136962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -136964.468750 Penalty: 3517.916504
	Iteration 31Q: 3 clusters Score -136964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -136967.640625 Penalty: 3517.916504
	Iteration 32Q: 3 clusters Score -136967.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -136969.796875 Penalty: 3517.916504
	Iteration 33Q: 3 clusters Score -136969.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -136969.796875 Penalty: 3517.916504
	Iteration 34F: 3 clusters Score -136969.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (160176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160176 members 
Entering Unmasked Estep 
Score: -20336702.000000 Penalty: 2972.039062
	Iteration 0F: 2 clusters Score -2.03367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80013 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -20230250.000000 Penalty: 5944.078125
	Iteration 0F: 3 clusters Score -2.023025e+07 nChanged 76613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78992 members 
Mstep: Class 2 contains 81184 members 
Entering Unmasked Estep 
Score: -20274968.000000 Penalty: 5944.078125
	Iteration 1F: 3 clusters Score -2.027497e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -20276698.000000 Penalty: 5944.078125
	Iteration 2Q: 3 clusters Score -2.02767e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 83803 members 
Entering Unmasked Estep 
Score: -20279238.000000 Penalty: 5944.078125
	Iteration 3Q: 3 clusters Score -2.027924e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -20283706.000000 Penalty: 5944.078125
	Iteration 4F: 3 clusters Score -2.028371e+07 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69119 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -20290764.000000 Penalty: 5944.078125
	Iteration 5F: 3 clusters Score -2.029076e+07 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62796 members 
Mstep: Class 2 contains 97380 members 
Entering Unmasked Estep 
Score: -20301236.000000 Penalty: 5944.078125
	Iteration 6F: 3 clusters Score -2.030124e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 104075 members 
Entering Unmasked Estep 
Score: -20312324.000000 Penalty: 5944.078125
	Iteration 7F: 3 clusters Score -2.031232e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 109373 members 
Entering Unmasked Estep 
Score: -20320018.000000 Penalty: 5944.078125
	Iteration 8F: 3 clusters Score -2.032002e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 113073 members 
Entering Unmasked Estep 
Score: -20323738.000000 Penalty: 5944.078125
	Iteration 9Q: 3 clusters Score -2.032374e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 116150 members 
Entering Unmasked Estep 
Score: -20325722.000000 Penalty: 5944.078125
	Iteration 10Q: 3 clusters Score -2.032572e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 118960 members 
Entering Unmasked Estep 
Score: -20327076.000000 Penalty: 5944.078125
	Iteration 11Q: 3 clusters Score -2.032708e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 121669 members 
Entering Unmasked Estep 
Score: -20328166.000000 Penalty: 5944.078125
	Iteration 12Q: 3 clusters Score -2.032817e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 124106 members 
Entering Unmasked Estep 
Score: -20328986.000000 Penalty: 5944.078125
	Iteration 13Q: 3 clusters Score -2.032899e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 126330 members 
Entering Unmasked Estep 
Score: -20329680.000000 Penalty: 5944.078125
	Iteration 14Q: 3 clusters Score -2.032968e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 128444 members 
Entering Unmasked Estep 
Score: -20330402.000000 Penalty: 5944.078125
	Iteration 15Q: 3 clusters Score -2.03304e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 130450 members 
Entering Unmasked Estep 
Score: -20331050.000000 Penalty: 5944.078125
	Iteration 16Q: 3 clusters Score -2.033105e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 132395 members 
Entering Unmasked Estep 
Score: -20331690.000000 Penalty: 5944.078125
	Iteration 17Q: 3 clusters Score -2.033169e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 134188 members 
Entering Unmasked Estep 
Score: -20332332.000000 Penalty: 5944.078125
	Iteration 18Q: 3 clusters Score -2.033233e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 135866 members 
Entering Unmasked Estep 
Score: -20332798.000000 Penalty: 5944.078125
	Iteration 19Q: 3 clusters Score -2.03328e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 137466 members 
Entering Unmasked Estep 
Score: -20333302.000000 Penalty: 5944.078125
	Iteration 20F: 3 clusters Score -2.03333e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 138928 members 
Entering Unmasked Estep 
Score: -20333748.000000 Penalty: 5944.078125
	Iteration 21Q: 3 clusters Score -2.033375e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 140195 members 
Entering Unmasked Estep 
Score: -20334074.000000 Penalty: 5944.078125
	Iteration 22Q: 3 clusters Score -2.033407e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 141312 members 
Entering Unmasked Estep 
Score: -20334410.000000 Penalty: 5944.078125
	Iteration 23Q: 3 clusters Score -2.033441e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 142295 members 
Entering Unmasked Estep 
Score: -20334750.000000 Penalty: 5944.078125
	Iteration 24Q: 3 clusters Score -2.033475e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 143192 members 
Entering Unmasked Estep 
Score: -20335058.000000 Penalty: 5944.078125
	Iteration 25Q: 3 clusters Score -2.033506e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 144004 members 
Entering Unmasked Estep 
Score: -20335266.000000 Penalty: 5944.078125
	Iteration 26Q: 3 clusters Score -2.033527e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 144767 members 
Entering Unmasked Estep 
Score: -20335476.000000 Penalty: 5944.078125
	Iteration 27Q: 3 clusters Score -2.033548e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 145457 members 
Entering Unmasked Estep 
Score: -20335566.000000 Penalty: 5944.078125
	Iteration 28Q: 3 clusters Score -2.033557e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 146141 members 
Entering Unmasked Estep 
Score: -20335744.000000 Penalty: 5944.078125
	Iteration 29Q: 3 clusters Score -2.033574e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 146759 members 
Entering Unmasked Estep 
Score: -20335886.000000 Penalty: 5944.078125
	Iteration 30Q: 3 clusters Score -2.033589e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 147297 members 
Entering Unmasked Estep 
Score: -20336072.000000 Penalty: 5944.078125
	Iteration 31Q: 3 clusters Score -2.033607e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 147760 members 
Entering Unmasked Estep 
Score: -20336176.000000 Penalty: 5944.078125
	Iteration 32Q: 3 clusters Score -2.033618e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 148167 members 
Entering Unmasked Estep 
Score: -20336332.000000 Penalty: 5944.078125
	Iteration 33Q: 3 clusters Score -2.033633e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 148544 members 
Entering Unmasked Estep 
Score: -20336302.000000 Penalty: 5944.078125
	Iteration 34Q: 3 clusters Score -2.03363e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 148869 members 
Entering Unmasked Estep 
Score: -20336344.000000 Penalty: 5944.078125
	Iteration 35Q: 3 clusters Score -2.033634e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 149168 members 
Entering Unmasked Estep 
Score: -20336454.000000 Penalty: 5944.078125
	Iteration 36Q: 3 clusters Score -2.033645e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 149436 members 
Entering Unmasked Estep 
Score: -20336436.000000 Penalty: 5944.078125
	Iteration 37Q: 3 clusters Score -2.033644e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 149687 members 
Entering Unmasked Estep 
Score: -20336564.000000 Penalty: 5944.078125
	Iteration 38Q: 3 clusters Score -2.033656e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 149896 members 
Entering Unmasked Estep 
Score: -20336508.000000 Penalty: 5944.078125
	Iteration 39Q: 3 clusters Score -2.033651e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 150096 members 
Entering Unmasked Estep 
Score: -20336484.000000 Penalty: 5944.078125
	Iteration 40F: 3 clusters Score -2.033648e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 150265 members 
Entering Unmasked Estep 
Score: -20336512.000000 Penalty: 5944.078125
	Iteration 41Q: 3 clusters Score -2.033651e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 150426 members 
Entering Unmasked Estep 
Score: -20336572.000000 Penalty: 5944.078125
	Iteration 42Q: 3 clusters Score -2.033657e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 150582 members 
Entering Unmasked Estep 
Score: -20336606.000000 Penalty: 5944.078125
	Iteration 43Q: 3 clusters Score -2.033661e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 150726 members 
Entering Unmasked Estep 
Score: -20336600.000000 Penalty: 5944.078125
	Iteration 44Q: 3 clusters Score -2.03366e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 150836 members 
Entering Unmasked Estep 
Score: -20336584.000000 Penalty: 5944.078125
	Iteration 45Q: 3 clusters Score -2.033658e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 150958 members 
Entering Unmasked Estep 
Score: -20336592.000000 Penalty: 5944.078125
	Iteration 46Q: 3 clusters Score -2.033659e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 151082 members 
Entering Unmasked Estep 
Score: -20336596.000000 Penalty: 5944.078125
	Iteration 47Q: 3 clusters Score -2.03366e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 151190 members 
Entering Unmasked Estep 
Score: -20336602.000000 Penalty: 5944.078125
	Iteration 48Q: 3 clusters Score -2.03366e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 151297 members 
Entering Unmasked Estep 
Score: -20336628.000000 Penalty: 5944.078125
	Iteration 49Q: 3 clusters Score -2.033663e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 151395 members 
Entering Unmasked Estep 
Score: -20336654.000000 Penalty: 5944.078125
	Iteration 50Q: 3 clusters Score -2.033665e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 151480 members 
Entering Unmasked Estep 
Score: -20336658.000000 Penalty: 5944.078125
	Iteration 51Q: 3 clusters Score -2.033666e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 151560 members 
Entering Unmasked Estep 
Score: -20336630.000000 Penalty: 5944.078125
	Iteration 52Q: 3 clusters Score -2.033663e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 151627 members 
Entering Unmasked Estep 
Score: -20336646.000000 Penalty: 5944.078125
	Iteration 53Q: 3 clusters Score -2.033665e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 151690 members 
Entering Unmasked Estep 
Score: -20336666.000000 Penalty: 5944.078125
	Iteration 54Q: 3 clusters Score -2.033667e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 151750 members 
Entering Unmasked Estep 
Score: -20336658.000000 Penalty: 5944.078125
	Iteration 55Q: 3 clusters Score -2.033666e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 151818 members 
Entering Unmasked Estep 
Score: -20336644.000000 Penalty: 5944.078125
	Iteration 56Q: 3 clusters Score -2.033664e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 151877 members 
Entering Unmasked Estep 
Score: -20336636.000000 Penalty: 5944.078125
	Iteration 57Q: 3 clusters Score -2.033664e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 151926 members 
Entering Unmasked Estep 
Score: -20336620.000000 Penalty: 5944.078125
	Iteration 58Q: 3 clusters Score -2.033662e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 151958 members 
Entering Unmasked Estep 
Score: -20336616.000000 Penalty: 5944.078125
	Iteration 59Q: 3 clusters Score -2.033662e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 151989 members 
Entering Unmasked Estep 
Score: -20336632.000000 Penalty: 5944.078125
	Iteration 60F: 3 clusters Score -2.033663e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 152017 members 
Entering Unmasked Estep 
Score: -20336656.000000 Penalty: 5944.078125
	Iteration 61Q: 3 clusters Score -2.033666e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 152049 members 
Entering Unmasked Estep 
Score: -20336608.000000 Penalty: 5944.078125
	Iteration 62Q: 3 clusters Score -2.033661e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 152078 members 
Entering Unmasked Estep 
Score: -20336612.000000 Penalty: 5944.078125
	Iteration 63Q: 3 clusters Score -2.033661e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 152113 members 
Entering Unmasked Estep 
Score: -20336616.000000 Penalty: 5944.078125
	Iteration 64Q: 3 clusters Score -2.033662e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 152149 members 
Entering Unmasked Estep 
Score: -20336616.000000 Penalty: 5944.078125
	Iteration 65Q: 3 clusters Score -2.033662e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 152184 members 
Entering Unmasked Estep 
Score: -20336622.000000 Penalty: 5944.078125
	Iteration 66Q: 3 clusters Score -2.033662e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 152211 members 
Entering Unmasked Estep 
Score: -20336604.000000 Penalty: 5944.078125
	Iteration 67Q: 3 clusters Score -2.03366e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 152238 members 
Entering Unmasked Estep 
Score: -20336614.000000 Penalty: 5944.078125
	Iteration 68Q: 3 clusters Score -2.033661e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 152259 members 
Entering Unmasked Estep 
Score: -20336618.000000 Penalty: 5944.078125
	Iteration 69Q: 3 clusters Score -2.033662e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 152287 members 
Entering Unmasked Estep 
Score: -20336630.000000 Penalty: 5944.078125
	Iteration 70Q: 3 clusters Score -2.033663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 152307 members 
Entering Unmasked Estep 
Score: -20336640.000000 Penalty: 5944.078125
	Iteration 71Q: 3 clusters Score -2.033664e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 152325 members 
Entering Unmasked Estep 
Score: -20336642.000000 Penalty: 5944.078125
	Iteration 72Q: 3 clusters Score -2.033664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 152346 members 
Entering Unmasked Estep 
Score: -20336634.000000 Penalty: 5944.078125
	Iteration 73Q: 3 clusters Score -2.033663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 152362 members 
Entering Unmasked Estep 
Score: -20336626.000000 Penalty: 5944.078125
	Iteration 74Q: 3 clusters Score -2.033663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 152383 members 
Entering Unmasked Estep 
Score: -20336616.000000 Penalty: 5944.078125
	Iteration 75Q: 3 clusters Score -2.033662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 152399 members 
Entering Unmasked Estep 
Score: -20336630.000000 Penalty: 5944.078125
	Iteration 76Q: 3 clusters Score -2.033663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 152416 members 
Entering Unmasked Estep 
Score: -20336622.000000 Penalty: 5944.078125
	Iteration 77Q: 3 clusters Score -2.033662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 152432 members 
Entering Unmasked Estep 
Score: -20336624.000000 Penalty: 5944.078125
	Iteration 78Q: 3 clusters Score -2.033662e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 152453 members 
Entering Unmasked Estep 
Score: -20336606.000000 Penalty: 5944.078125
	Iteration 79Q: 3 clusters Score -2.033661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 152465 members 
Entering Unmasked Estep 
Score: -20336626.000000 Penalty: 5944.078125
	Iteration 80F: 3 clusters Score -2.033663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 152478 members 
Entering Unmasked Estep 
Score: -20336620.000000 Penalty: 5944.078125
	Iteration 81Q: 3 clusters Score -2.033662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 152484 members 
Entering Unmasked Estep 
Score: -20336612.000000 Penalty: 5944.078125
	Iteration 82Q: 3 clusters Score -2.033661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 152491 members 
Entering Unmasked Estep 
Score: -20336626.000000 Penalty: 5944.078125
	Iteration 83Q: 3 clusters Score -2.033663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 152495 members 
Entering Unmasked Estep 
Score: -20336610.000000 Penalty: 5944.078125
	Iteration 84Q: 3 clusters Score -2.033661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 152498 members 
Entering Unmasked Estep 
Score: -20336618.000000 Penalty: 5944.078125
	Iteration 85Q: 3 clusters Score -2.033662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 152502 members 
Entering Unmasked Estep 
Score: -20336624.000000 Penalty: 5944.078125
	Iteration 86Q: 3 clusters Score -2.033662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 152507 members 
Entering Unmasked Estep 
Score: -20336622.000000 Penalty: 5944.078125
	Iteration 87Q: 3 clusters Score -2.033662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 152513 members 
Entering Unmasked Estep 
Score: -20336626.000000 Penalty: 5944.078125
	Iteration 88Q: 3 clusters Score -2.033663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 152516 members 
Entering Unmasked Estep 
Score: -20336614.000000 Penalty: 5944.078125
	Iteration 89Q: 3 clusters Score -2.033661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 152522 members 
Entering Unmasked Estep 
Score: -20336602.000000 Penalty: 5944.078125
	Iteration 90Q: 3 clusters Score -2.03366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 152530 members 
Entering Unmasked Estep 
Score: -20336620.000000 Penalty: 5944.078125
	Iteration 91Q: 3 clusters Score -2.033662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 152540 members 
Entering Unmasked Estep 
Score: -20336628.000000 Penalty: 5944.078125
	Iteration 92Q: 3 clusters Score -2.033663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 152546 members 
Entering Unmasked Estep 
Score: -20336636.000000 Penalty: 5944.078125
	Iteration 93Q: 3 clusters Score -2.033664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 152553 members 
Entering Unmasked Estep 
Score: -20336648.000000 Penalty: 5944.078125
	Iteration 94Q: 3 clusters Score -2.033665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 152567 members 
Entering Unmasked Estep 
Score: -20336648.000000 Penalty: 5944.078125
	Iteration 95Q: 3 clusters Score -2.033665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 152572 members 
Entering Unmasked Estep 
Score: -20336660.000000 Penalty: 5944.078125
	Iteration 96Q: 3 clusters Score -2.033666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 152580 members 
Entering Unmasked Estep 
Score: -20336650.000000 Penalty: 5944.078125
	Iteration 97Q: 3 clusters Score -2.033665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 152584 members 
Entering Unmasked Estep 
Score: -20336672.000000 Penalty: 5944.078125
	Iteration 98Q: 3 clusters Score -2.033667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 152588 members 
Entering Unmasked Estep 
Score: -20336666.000000 Penalty: 5944.078125
	Iteration 99Q: 3 clusters Score -2.033667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 152596 members 
Entering Unmasked Estep 
Score: -20336666.000000 Penalty: 5944.078125
	Iteration 100F: 3 clusters Score -2.033667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 152604 members 
Entering Unmasked Estep 
Score: -20336678.000000 Penalty: 5944.078125
	Iteration 101Q: 3 clusters Score -2.033668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 152613 members 
Entering Unmasked Estep 
Score: -20336684.000000 Penalty: 5944.078125
	Iteration 102Q: 3 clusters Score -2.033668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 152619 members 
Entering Unmasked Estep 
Score: -20336686.000000 Penalty: 5944.078125
	Iteration 103Q: 3 clusters Score -2.033669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 152622 members 
Entering Unmasked Estep 
Score: -20336692.000000 Penalty: 5944.078125
	Iteration 104Q: 3 clusters Score -2.033669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 152625 members 
Entering Unmasked Estep 
Score: -20336698.000000 Penalty: 5944.078125
	Iteration 105Q: 3 clusters Score -2.03367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 152627 members 
Entering Unmasked Estep 
Score: -20336710.000000 Penalty: 5944.078125
	Iteration 106Q: 3 clusters Score -2.033671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 152628 members 
Entering Unmasked Estep 
Score: -20336700.000000 Penalty: 5944.078125
	Iteration 107Q: 3 clusters Score -2.03367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 152631 members 
Entering Unmasked Estep 
Score: -20336684.000000 Penalty: 5944.078125
	Iteration 108Q: 3 clusters Score -2.033668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 152636 members 
Entering Unmasked Estep 
Score: -20336682.000000 Penalty: 5944.078125
	Iteration 109Q: 3 clusters Score -2.033668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 152639 members 
Entering Unmasked Estep 
Score: -20336682.000000 Penalty: 5944.078125
	Iteration 110Q: 3 clusters Score -2.033668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 152640 members 
Entering Unmasked Estep 
Score: -20336684.000000 Penalty: 5944.078125
	Iteration 111Q: 3 clusters Score -2.033668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 152640 members 
Entering Unmasked Estep 
Score: -20336684.000000 Penalty: 5944.078125
	Iteration 112F: 3 clusters Score -2.033668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79452 members 
Entering Unmasked Estep 
Score: -10066767.000000 Penalty: 2798.161377
	Iteration 0F: 2 clusters Score -1.006677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -10013562.000000 Penalty: 5596.322754
	Iteration 0F: 3 clusters Score -1.001356e+07 nChanged 37437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -10035109.000000 Penalty: 5596.322754
	Iteration 1F: 3 clusters Score -1.003511e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -10036746.000000 Penalty: 5596.322754
	Iteration 2Q: 3 clusters Score -1.003675e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -10038617.000000 Penalty: 5596.322754
	Iteration 3Q: 3 clusters Score -1.003862e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -10040524.000000 Penalty: 5596.322754
	Iteration 4Q: 3 clusters Score -1.004052e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -10042411.000000 Penalty: 5596.322754
	Iteration 5F: 3 clusters Score -1.004241e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -10044413.000000 Penalty: 5596.322754
	Iteration 6F: 3 clusters Score -1.004441e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -10046704.000000 Penalty: 5596.322754
	Iteration 7F: 3 clusters Score -1.00467e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -10049708.000000 Penalty: 5596.322754
	Iteration 8F: 3 clusters Score -1.004971e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -10052956.000000 Penalty: 5596.322754
	Iteration 9F: 3 clusters Score -1.005296e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -10055366.000000 Penalty: 5596.322754
	Iteration 10Q: 3 clusters Score -1.005537e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -10056786.000000 Penalty: 5596.322754
	Iteration 11Q: 3 clusters Score -1.005679e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -10057461.000000 Penalty: 5596.322754
	Iteration 12Q: 3 clusters Score -1.005746e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -10057791.000000 Penalty: 5596.322754
	Iteration 13Q: 3 clusters Score -1.005779e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -10058010.000000 Penalty: 5596.322754
	Iteration 14Q: 3 clusters Score -1.005801e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -10058119.000000 Penalty: 5596.322754
	Iteration 15Q: 3 clusters Score -1.005812e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -10058291.000000 Penalty: 5596.322754
	Iteration 16Q: 3 clusters Score -1.005829e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -10058423.000000 Penalty: 5596.322754
	Iteration 17Q: 3 clusters Score -1.005842e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -10058547.000000 Penalty: 5596.322754
	Iteration 18Q: 3 clusters Score -1.005855e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -10058739.000000 Penalty: 5596.322754
	Iteration 19Q: 3 clusters Score -1.005874e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -10058935.000000 Penalty: 5596.322754
	Iteration 20F: 3 clusters Score -1.005894e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -10059191.000000 Penalty: 5596.322754
	Iteration 21Q: 3 clusters Score -1.005919e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -10059369.000000 Penalty: 5596.322754
	Iteration 22Q: 3 clusters Score -1.005937e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -10059577.000000 Penalty: 5596.322754
	Iteration 23Q: 3 clusters Score -1.005958e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -10059731.000000 Penalty: 5596.322754
	Iteration 24Q: 3 clusters Score -1.005973e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -10059880.000000 Penalty: 5596.322754
	Iteration 25Q: 3 clusters Score -1.005988e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -10060021.000000 Penalty: 5596.322754
	Iteration 26Q: 3 clusters Score -1.006002e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -10060187.000000 Penalty: 5596.322754
	Iteration 27Q: 3 clusters Score -1.006019e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -10060387.000000 Penalty: 5596.322754
	Iteration 28Q: 3 clusters Score -1.006039e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -10060560.000000 Penalty: 5596.322754
	Iteration 29Q: 3 clusters Score -1.006056e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -10060647.000000 Penalty: 5596.322754
	Iteration 30Q: 3 clusters Score -1.006065e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -10060780.000000 Penalty: 5596.322754
	Iteration 31Q: 3 clusters Score -1.006078e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -10060880.000000 Penalty: 5596.322754
	Iteration 32Q: 3 clusters Score -1.006088e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -10061030.000000 Penalty: 5596.322754
	Iteration 33Q: 3 clusters Score -1.006103e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -10061107.000000 Penalty: 5596.322754
	Iteration 34Q: 3 clusters Score -1.006111e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -10061166.000000 Penalty: 5596.322754
	Iteration 35Q: 3 clusters Score -1.006117e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -10061247.000000 Penalty: 5596.322754
	Iteration 36Q: 3 clusters Score -1.006125e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -10061294.000000 Penalty: 5596.322754
	Iteration 37Q: 3 clusters Score -1.006129e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -10061398.000000 Penalty: 5596.322754
	Iteration 38Q: 3 clusters Score -1.00614e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -10061454.000000 Penalty: 5596.322754
	Iteration 39Q: 3 clusters Score -1.006145e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -10061534.000000 Penalty: 5596.322754
	Iteration 40F: 3 clusters Score -1.006153e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -10061611.000000 Penalty: 5596.322754
	Iteration 41Q: 3 clusters Score -1.006161e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -10061681.000000 Penalty: 5596.322754
	Iteration 42Q: 3 clusters Score -1.006168e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -10061726.000000 Penalty: 5596.322754
	Iteration 43Q: 3 clusters Score -1.006173e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -10061745.000000 Penalty: 5596.322754
	Iteration 44Q: 3 clusters Score -1.006174e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -10061822.000000 Penalty: 5596.322754
	Iteration 45Q: 3 clusters Score -1.006182e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -10061893.000000 Penalty: 5596.322754
	Iteration 46Q: 3 clusters Score -1.006189e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -10061913.000000 Penalty: 5596.322754
	Iteration 47Q: 3 clusters Score -1.006191e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -10061936.000000 Penalty: 5596.322754
	Iteration 48Q: 3 clusters Score -1.006194e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -10062019.000000 Penalty: 5596.322754
	Iteration 49Q: 3 clusters Score -1.006202e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -10062101.000000 Penalty: 5596.322754
	Iteration 50Q: 3 clusters Score -1.00621e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -10062162.000000 Penalty: 5596.322754
	Iteration 51Q: 3 clusters Score -1.006216e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -10062244.000000 Penalty: 5596.322754
	Iteration 52Q: 3 clusters Score -1.006224e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -10062338.000000 Penalty: 5596.322754
	Iteration 53Q: 3 clusters Score -1.006234e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -10062430.000000 Penalty: 5596.322754
	Iteration 54Q: 3 clusters Score -1.006243e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -10062531.000000 Penalty: 5596.322754
	Iteration 55Q: 3 clusters Score -1.006253e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -10062550.000000 Penalty: 5596.322754
	Iteration 56Q: 3 clusters Score -1.006255e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -10062599.000000 Penalty: 5596.322754
	Iteration 57Q: 3 clusters Score -1.00626e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -10062626.000000 Penalty: 5596.322754
	Iteration 58Q: 3 clusters Score -1.006263e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -10062642.000000 Penalty: 5596.322754
	Iteration 59Q: 3 clusters Score -1.006264e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -10062693.000000 Penalty: 5596.322754
	Iteration 60F: 3 clusters Score -1.006269e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -10062722.000000 Penalty: 5596.322754
	Iteration 61Q: 3 clusters Score -1.006272e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -10062753.000000 Penalty: 5596.322754
	Iteration 62Q: 3 clusters Score -1.006275e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -10062785.000000 Penalty: 5596.322754
	Iteration 63Q: 3 clusters Score -1.006278e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -10062812.000000 Penalty: 5596.322754
	Iteration 64Q: 3 clusters Score -1.006281e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -10062854.000000 Penalty: 5596.322754
	Iteration 65Q: 3 clusters Score -1.006285e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -10062896.000000 Penalty: 5596.322754
	Iteration 66Q: 3 clusters Score -1.00629e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -10062869.000000 Penalty: 5596.322754
	Iteration 67Q: 3 clusters Score -1.006287e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -10062889.000000 Penalty: 5596.322754
	Iteration 68Q: 3 clusters Score -1.006289e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -10062897.000000 Penalty: 5596.322754
	Iteration 69Q: 3 clusters Score -1.00629e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -10062898.000000 Penalty: 5596.322754
	Iteration 70Q: 3 clusters Score -1.00629e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -10062943.000000 Penalty: 5596.322754
	Iteration 71Q: 3 clusters Score -1.006294e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -10062938.000000 Penalty: 5596.322754
	Iteration 72Q: 3 clusters Score -1.006294e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -10062934.000000 Penalty: 5596.322754
	Iteration 73Q: 3 clusters Score -1.006293e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -10062943.000000 Penalty: 5596.322754
	Iteration 74Q: 3 clusters Score -1.006294e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -10062934.000000 Penalty: 5596.322754
	Iteration 75Q: 3 clusters Score -1.006293e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -10062943.000000 Penalty: 5596.322754
	Iteration 76Q: 3 clusters Score -1.006294e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -10062945.000000 Penalty: 5596.322754
	Iteration 77Q: 3 clusters Score -1.006294e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 54813 members 
Entering Unmasked Estep 
Score: -10062933.000000 Penalty: 5596.322754
	Iteration 78Q: 3 clusters Score -1.006293e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -10062926.000000 Penalty: 5596.322754
	Iteration 79Q: 3 clusters Score -1.006293e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -10062947.000000 Penalty: 5596.322754
	Iteration 80F: 3 clusters Score -1.006295e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -10062937.000000 Penalty: 5596.322754
	Iteration 81Q: 3 clusters Score -1.006294e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -10062939.000000 Penalty: 5596.322754
	Iteration 82Q: 3 clusters Score -1.006294e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -10062922.000000 Penalty: 5596.322754
	Iteration 83Q: 3 clusters Score -1.006292e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -10062935.000000 Penalty: 5596.322754
	Iteration 84Q: 3 clusters Score -1.006294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -10062932.000000 Penalty: 5596.322754
	Iteration 85Q: 3 clusters Score -1.006293e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -10062934.000000 Penalty: 5596.322754
	Iteration 86Q: 3 clusters Score -1.006293e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -10062942.000000 Penalty: 5596.322754
	Iteration 87Q: 3 clusters Score -1.006294e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -10062942.000000 Penalty: 5596.322754
	Iteration 88Q: 3 clusters Score -1.006294e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -10062964.000000 Penalty: 5596.322754
	Iteration 89Q: 3 clusters Score -1.006296e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -10062944.000000 Penalty: 5596.322754
	Iteration 90Q: 3 clusters Score -1.006294e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -10062936.000000 Penalty: 5596.322754
	Iteration 91Q: 3 clusters Score -1.006294e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -10062948.000000 Penalty: 5596.322754
	Iteration 92Q: 3 clusters Score -1.006295e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -10062964.000000 Penalty: 5596.322754
	Iteration 93Q: 3 clusters Score -1.006296e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -10062959.000000 Penalty: 5596.322754
	Iteration 94Q: 3 clusters Score -1.006296e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -10062948.000000 Penalty: 5596.322754
	Iteration 95Q: 3 clusters Score -1.006295e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -10062956.000000 Penalty: 5596.322754
	Iteration 96Q: 3 clusters Score -1.006296e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -10062955.000000 Penalty: 5596.322754
	Iteration 97Q: 3 clusters Score -1.006296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -10062964.000000 Penalty: 5596.322754
	Iteration 98Q: 3 clusters Score -1.006296e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -10062967.000000 Penalty: 5596.322754
	Iteration 99Q: 3 clusters Score -1.006297e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -10062965.000000 Penalty: 5596.322754
	Iteration 100F: 3 clusters Score -1.006296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -10062957.000000 Penalty: 5596.322754
	Iteration 101Q: 3 clusters Score -1.006296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -10062955.000000 Penalty: 5596.322754
	Iteration 102Q: 3 clusters Score -1.006296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -10062950.000000 Penalty: 5596.322754
	Iteration 103Q: 3 clusters Score -1.006295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -10062955.000000 Penalty: 5596.322754
	Iteration 104Q: 3 clusters Score -1.006296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -10062952.000000 Penalty: 5596.322754
	Iteration 105Q: 3 clusters Score -1.006295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -10062941.000000 Penalty: 5596.322754
	Iteration 106Q: 3 clusters Score -1.006294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -10062939.000000 Penalty: 5596.322754
	Iteration 107Q: 3 clusters Score -1.006294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -10062936.000000 Penalty: 5596.322754
	Iteration 108Q: 3 clusters Score -1.006294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -10062933.000000 Penalty: 5596.322754
	Iteration 109Q: 3 clusters Score -1.006293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -10062939.000000 Penalty: 5596.322754
	Iteration 110Q: 3 clusters Score -1.006294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -10062937.000000 Penalty: 5596.322754
	Iteration 111Q: 3 clusters Score -1.006294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -10062929.000000 Penalty: 5596.322754
	Iteration 112Q: 3 clusters Score -1.006293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -10062932.000000 Penalty: 5596.322754
	Iteration 113Q: 3 clusters Score -1.006293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -10062925.000000 Penalty: 5596.322754
	Iteration 114Q: 3 clusters Score -1.006292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -10062926.000000 Penalty: 5596.322754
	Iteration 115Q: 3 clusters Score -1.006293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -10062926.000000 Penalty: 5596.322754
	Iteration 116Q: 3 clusters Score -1.006293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -10062938.000000 Penalty: 5596.322754
	Iteration 117Q: 3 clusters Score -1.006294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 55650 members 
Entering Unmasked Estep 
Score: -10062931.000000 Penalty: 5596.322754
	Iteration 118Q: 3 clusters Score -1.006293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -10062936.000000 Penalty: 5596.322754
	Iteration 119Q: 3 clusters Score -1.006294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -10062929.000000 Penalty: 5596.322754
	Iteration 120F: 3 clusters Score -1.006293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -10062927.000000 Penalty: 5596.322754
	Iteration 121Q: 3 clusters Score -1.006293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -10062927.000000 Penalty: 5596.322754
	Iteration 122Q: 3 clusters Score -1.006293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -10062927.000000 Penalty: 5596.322754
	Iteration 123F: 3 clusters Score -1.006293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -81088.343750 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -81088.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -79414.031250 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -79414.03 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79804.031250 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -79804.03 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80019.593750 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -80019.59 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -80300.078125 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -80300.08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -80844.039062 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -80844.04 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -81647.476562 Penalty: 3312.457520
	Iteration 5F: 3 clusters Score -81647.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -81747.234375 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -81747.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -81769.804688 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -81769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -81773.968750 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -81773.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -81777.148438 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -81777.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -81781.312500 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -81781.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -81786.203125 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -81786.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -81792.710938 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -81792.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -81806.476562 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -81806.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -81811.804688 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -81811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -81811.804688 Penalty: 3312.457520
	Iteration 15F: 3 clusters Score -81811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58551 members 
Mstep: Class 3 contains 69304 members 
Mstep: Class 4 contains 109593 members 
Mstep: Class 5 contains 65596 members 
Mstep: Class 6 contains 72037 members 
Mstep: Class 7 contains 166516 members 
Mstep: Class 8 contains 144726 members 
Mstep: Class 9 contains 21846 members 
Mstep: Class 10 contains 9304 members 
Mstep: Class 11 contains 154303 members 
Mstep: Class 12 contains 164690 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160176 members 
Mstep: Class 16 contains 79452 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Mstep: Class 22 contains 244 members 
Entering Unmasked Estep 
Score: -161343648.000000 Penalty: 76770.804688
Splitting cluster 17 changes total score from -161344432.000000 to -161343648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Entering Unmasked Estep 
Score: -251276.734375 Penalty: 1887.859497
	Iteration 0F: 2 clusters Score -251276.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -248645.984375 Penalty: 3775.718994
	Iteration 0F: 3 clusters Score -248646 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -249079.968750 Penalty: 3775.718994
	Iteration 1F: 3 clusters Score -249080 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -249199.906250 Penalty: 3775.718994
	Iteration 2F: 3 clusters Score -249199.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -249283.750000 Penalty: 3775.718994
	Iteration 3Q: 3 clusters Score -249283.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -249336.390625 Penalty: 3775.718994
	Iteration 4Q: 3 clusters Score -249336.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -249364.421875 Penalty: 3775.718994
	Iteration 5Q: 3 clusters Score -249364.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -249383.421875 Penalty: 3775.718994
	Iteration 6Q: 3 clusters Score -249383.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -249399.812500 Penalty: 3775.718994
	Iteration 7Q: 3 clusters Score -249399.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -249417.265625 Penalty: 3775.718994
	Iteration 8Q: 3 clusters Score -249417.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -249428.187500 Penalty: 3775.718994
	Iteration 9Q: 3 clusters Score -249428.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -249442.125000 Penalty: 3775.718994
	Iteration 10Q: 3 clusters Score -249442.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -249452.203125 Penalty: 3775.718994
	Iteration 11Q: 3 clusters Score -249452.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -249468.796875 Penalty: 3775.718994
	Iteration 12Q: 3 clusters Score -249468.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -249482.750000 Penalty: 3775.718994
	Iteration 13Q: 3 clusters Score -249482.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -249488.281250 Penalty: 3775.718994
	Iteration 14Q: 3 clusters Score -249488.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -249495.515625 Penalty: 3775.718994
	Iteration 15Q: 3 clusters Score -249495.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -249507.000000 Penalty: 3775.718994
	Iteration 16Q: 3 clusters Score -249507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -249520.765625 Penalty: 3775.718994
	Iteration 17Q: 3 clusters Score -249520.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -249534.875000 Penalty: 3775.718994
	Iteration 18Q: 3 clusters Score -249534.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -249549.078125 Penalty: 3775.718994
	Iteration 19Q: 3 clusters Score -249549.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -249561.484375 Penalty: 3775.718994
	Iteration 20F: 3 clusters Score -249561.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -249567.796875 Penalty: 3775.718994
	Iteration 21Q: 3 clusters Score -249567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -249572.468750 Penalty: 3775.718994
	Iteration 22Q: 3 clusters Score -249572.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -249575.343750 Penalty: 3775.718994
	Iteration 23Q: 3 clusters Score -249575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -249576.937500 Penalty: 3775.718994
	Iteration 24Q: 3 clusters Score -249576.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -249577.828125 Penalty: 3775.718994
	Iteration 25Q: 3 clusters Score -249577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -249577.828125 Penalty: 3775.718994
	Iteration 26F: 3 clusters Score -249577.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Entering Unmasked Estep 
Score: -796068.437500 Penalty: 2181.304199
	Iteration 0F: 2 clusters Score -796068.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -790557.000000 Penalty: 4362.608398
	Iteration 0F: 3 clusters Score -790557 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -792217.437500 Penalty: 4362.608398
	Iteration 1F: 3 clusters Score -792217.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -792696.812500 Penalty: 4362.608398
	Iteration 2F: 3 clusters Score -792696.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -793094.000000 Penalty: 4362.608398
	Iteration 3F: 3 clusters Score -793094 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -793381.375000 Penalty: 4362.608398
	Iteration 4F: 3 clusters Score -793381.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -793612.562500 Penalty: 4362.608398
	Iteration 5F: 3 clusters Score -793612.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -793801.937500 Penalty: 4362.608398
	Iteration 6Q: 3 clusters Score -793801.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -793945.625000 Penalty: 4362.608398
	Iteration 7Q: 3 clusters Score -793945.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -794048.187500 Penalty: 4362.608398
	Iteration 8Q: 3 clusters Score -794048.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -794111.375000 Penalty: 4362.608398
	Iteration 9Q: 3 clusters Score -794111.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -794158.375000 Penalty: 4362.608398
	Iteration 10Q: 3 clusters Score -794158.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -794191.437500 Penalty: 4362.608398
	Iteration 11Q: 3 clusters Score -794191.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -794220.812500 Penalty: 4362.608398
	Iteration 12Q: 3 clusters Score -794220.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -794257.312500 Penalty: 4362.608398
	Iteration 13Q: 3 clusters Score -794257.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -794282.125000 Penalty: 4362.608398
	Iteration 14Q: 3 clusters Score -794282.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -794306.250000 Penalty: 4362.608398
	Iteration 15Q: 3 clusters Score -794306.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -794333.812500 Penalty: 4362.608398
	Iteration 16Q: 3 clusters Score -794333.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -794358.062500 Penalty: 4362.608398
	Iteration 17Q: 3 clusters Score -794358.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -794390.125000 Penalty: 4362.608398
	Iteration 18Q: 3 clusters Score -794390.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -794427.500000 Penalty: 4362.608398
	Iteration 19Q: 3 clusters Score -794427.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -794459.625000 Penalty: 4362.608398
	Iteration 20F: 3 clusters Score -794459.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -794480.437500 Penalty: 4362.608398
	Iteration 21Q: 3 clusters Score -794480.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -794495.000000 Penalty: 4362.608398
	Iteration 22Q: 3 clusters Score -794495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -794510.125000 Penalty: 4362.608398
	Iteration 23Q: 3 clusters Score -794510.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -794518.812500 Penalty: 4362.608398
	Iteration 24Q: 3 clusters Score -794518.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -794526.437500 Penalty: 4362.608398
	Iteration 25Q: 3 clusters Score -794526.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -794533.125000 Penalty: 4362.608398
	Iteration 26Q: 3 clusters Score -794533.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -794541.187500 Penalty: 4362.608398
	Iteration 27Q: 3 clusters Score -794541.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -794554.000000 Penalty: 4362.608398
	Iteration 28Q: 3 clusters Score -794554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -794563.062500 Penalty: 4362.608398
	Iteration 29Q: 3 clusters Score -794563.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -794571.937500 Penalty: 4362.608398
	Iteration 30Q: 3 clusters Score -794571.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -794574.500000 Penalty: 4362.608398
	Iteration 31Q: 3 clusters Score -794574.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -794579.812500 Penalty: 4362.608398
	Iteration 32Q: 3 clusters Score -794579.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -794585.000000 Penalty: 4362.608398
	Iteration 33Q: 3 clusters Score -794585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -794591.437500 Penalty: 4362.608398
	Iteration 34Q: 3 clusters Score -794591.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -794596.687500 Penalty: 4362.608398
	Iteration 35Q: 3 clusters Score -794596.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -794605.250000 Penalty: 4362.608398
	Iteration 36Q: 3 clusters Score -794605.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -794610.687500 Penalty: 4362.608398
	Iteration 37Q: 3 clusters Score -794610.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -794618.437500 Penalty: 4362.608398
	Iteration 38Q: 3 clusters Score -794618.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -794626.250000 Penalty: 4362.608398
	Iteration 39Q: 3 clusters Score -794626.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -794631.062500 Penalty: 4362.608398
	Iteration 40F: 3 clusters Score -794631.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -794632.875000 Penalty: 4362.608398
	Iteration 41Q: 3 clusters Score -794632.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -794637.437500 Penalty: 4362.608398
	Iteration 42Q: 3 clusters Score -794637.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -794645.500000 Penalty: 4362.608398
	Iteration 43Q: 3 clusters Score -794645.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -794656.187500 Penalty: 4362.608398
	Iteration 44Q: 3 clusters Score -794656.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -794664.437500 Penalty: 4362.608398
	Iteration 45Q: 3 clusters Score -794664.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -794679.125000 Penalty: 4362.608398
	Iteration 46Q: 3 clusters Score -794679.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -794690.562500 Penalty: 4362.608398
	Iteration 47Q: 3 clusters Score -794690.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -794698.250000 Penalty: 4362.608398
	Iteration 48Q: 3 clusters Score -794698.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -794708.312500 Penalty: 4362.608398
	Iteration 49Q: 3 clusters Score -794708.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -794712.187500 Penalty: 4362.608398
	Iteration 50Q: 3 clusters Score -794712.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -794720.562500 Penalty: 4362.608398
	Iteration 51Q: 3 clusters Score -794720.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -794727.250000 Penalty: 4362.608398
	Iteration 52Q: 3 clusters Score -794727.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -794733.812500 Penalty: 4362.608398
	Iteration 53Q: 3 clusters Score -794733.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -794737.812500 Penalty: 4362.608398
	Iteration 54Q: 3 clusters Score -794737.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -794745.750000 Penalty: 4362.608398
	Iteration 55Q: 3 clusters Score -794745.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -794756.187500 Penalty: 4362.608398
	Iteration 56Q: 3 clusters Score -794756.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -794760.375000 Penalty: 4362.608398
	Iteration 57Q: 3 clusters Score -794760.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -794770.500000 Penalty: 4362.608398
	Iteration 58Q: 3 clusters Score -794770.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -794785.625000 Penalty: 4362.608398
	Iteration 59Q: 3 clusters Score -794785.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -794792.375000 Penalty: 4362.608398
	Iteration 60F: 3 clusters Score -794792.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -794798.062500 Penalty: 4362.608398
	Iteration 61Q: 3 clusters Score -794798.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -794800.437500 Penalty: 4362.608398
	Iteration 62Q: 3 clusters Score -794800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -794800.187500 Penalty: 4362.608398
	Iteration 63Q: 3 clusters Score -794800.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -794800.437500 Penalty: 4362.608398
	Iteration 64Q: 3 clusters Score -794800.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -794800.937500 Penalty: 4362.608398
	Iteration 65Q: 3 clusters Score -794800.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -794801.500000 Penalty: 4362.608398
	Iteration 66Q: 3 clusters Score -794801.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -794801.875000 Penalty: 4362.608398
	Iteration 67Q: 3 clusters Score -794801.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -794801.875000 Penalty: 4362.608398
	Iteration 68F: 3 clusters Score -794801.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -62666.695312 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -62666.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61108.656250 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -61108.66 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61620.546875 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -61620.55 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61984.121094 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -61984.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -62493.003906 Penalty: 3193.917725
	Iteration 3F: 3 clusters Score -62493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63051.656250 Penalty: 3193.917725
	Iteration 4F: 3 clusters Score -63051.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63107.195312 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -63107.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63202.343750 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -63202.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63210.320312 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -63210.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63210.320312 Penalty: 3193.917725
	Iteration 8F: 3 clusters Score -63210.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58551 members 
Mstep: Class 3 contains 69304 members 
Mstep: Class 4 contains 109593 members 
Mstep: Class 5 contains 65596 members 
Mstep: Class 6 contains 72037 members 
Mstep: Class 7 contains 166516 members 
Mstep: Class 8 contains 144726 members 
Mstep: Class 9 contains 21846 members 
Mstep: Class 10 contains 9304 members 
Mstep: Class 11 contains 154303 members 
Mstep: Class 12 contains 164690 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160176 members 
Mstep: Class 16 contains 79452 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 2122 members 
Mstep: Class 22 contains 329 members 
Entering Unmasked Estep 
Score: -161343440.000000 Penalty: 76770.804688
Splitting cluster 20 changes total score from -161344432.000000 to -161343440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -265403.562500 Penalty: 1899.708374
	Iteration 0F: 2 clusters Score -265403.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -262700.687500 Penalty: 3799.416748
	Iteration 0F: 3 clusters Score -262700.7 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -263174.875000 Penalty: 3799.416748
	Iteration 1F: 3 clusters Score -263174.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -263323.937500 Penalty: 3799.416748
	Iteration 2F: 3 clusters Score -263323.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -263399.312500 Penalty: 3799.416748
	Iteration 3Q: 3 clusters Score -263399.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -263441.156250 Penalty: 3799.416748
	Iteration 4Q: 3 clusters Score -263441.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -263473.343750 Penalty: 3799.416748
	Iteration 5Q: 3 clusters Score -263473.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -263499.218750 Penalty: 3799.416748
	Iteration 6Q: 3 clusters Score -263499.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -263515.125000 Penalty: 3799.416748
	Iteration 7Q: 3 clusters Score -263515.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -263526.250000 Penalty: 3799.416748
	Iteration 8Q: 3 clusters Score -263526.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -263532.625000 Penalty: 3799.416748
	Iteration 9Q: 3 clusters Score -263532.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -263536.531250 Penalty: 3799.416748
	Iteration 10Q: 3 clusters Score -263536.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -263540.187500 Penalty: 3799.416748
	Iteration 11Q: 3 clusters Score -263540.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -263543.718750 Penalty: 3799.416748
	Iteration 12Q: 3 clusters Score -263543.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -263544.843750 Penalty: 3799.416748
	Iteration 13Q: 3 clusters Score -263544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -263544.843750 Penalty: 3799.416748
	Iteration 14F: 3 clusters Score -263544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58551 members 
Mstep: Class 3 contains 69304 members 
Mstep: Class 4 contains 109593 members 
Mstep: Class 5 contains 65596 members 
Mstep: Class 6 contains 72037 members 
Mstep: Class 7 contains 166516 members 
Mstep: Class 8 contains 144726 members 
Mstep: Class 9 contains 21846 members 
Mstep: Class 10 contains 9304 members 
Mstep: Class 11 contains 154303 members 
Mstep: Class 12 contains 164690 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160176 members 
Mstep: Class 16 contains 79452 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344672.000000 Penalty: 73281.218750
Iteration 399Q: 22 clusters Score -1.613447e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58548 members 
Mstep: Class 3 contains 69292 members 
Mstep: Class 4 contains 109597 members 
Mstep: Class 5 contains 65644 members 
Mstep: Class 6 contains 72045 members 
Mstep: Class 7 contains 166528 members 
Mstep: Class 8 contains 144723 members 
Mstep: Class 9 contains 21841 members 
Mstep: Class 10 contains 9303 members 
Mstep: Class 11 contains 154274 members 
Mstep: Class 12 contains 164716 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160142 members 
Mstep: Class 16 contains 79441 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344640.000000 Penalty: 73281.218750
Iteration 400F: 22 clusters Score -1.613446e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58544 members 
Mstep: Class 3 contains 69285 members 
Mstep: Class 4 contains 109595 members 
Mstep: Class 5 contains 65694 members 
Mstep: Class 6 contains 72051 members 
Mstep: Class 7 contains 166549 members 
Mstep: Class 8 contains 144717 members 
Mstep: Class 9 contains 21840 members 
Mstep: Class 10 contains 9301 members 
Mstep: Class 11 contains 154257 members 
Mstep: Class 12 contains 164729 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160100 members 
Mstep: Class 16 contains 79432 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344608.000000 Penalty: 73281.218750
Iteration 401Q: 22 clusters Score -1.613446e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58533 members 
Mstep: Class 3 contains 69275 members 
Mstep: Class 4 contains 109579 members 
Mstep: Class 5 contains 65733 members 
Mstep: Class 6 contains 72062 members 
Mstep: Class 7 contains 166580 members 
Mstep: Class 8 contains 144723 members 
Mstep: Class 9 contains 21835 members 
Mstep: Class 10 contains 9300 members 
Mstep: Class 11 contains 154250 members 
Mstep: Class 12 contains 164724 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160077 members 
Mstep: Class 16 contains 79424 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344672.000000 Penalty: 73281.218750
Iteration 402Q: 22 clusters Score -1.613447e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58510 members 
Mstep: Class 3 contains 69267 members 
Mstep: Class 4 contains 109565 members 
Mstep: Class 5 contains 65775 members 
Mstep: Class 6 contains 72073 members 
Mstep: Class 7 contains 166604 members 
Mstep: Class 8 contains 144720 members 
Mstep: Class 9 contains 21822 members 
Mstep: Class 10 contains 9302 members 
Mstep: Class 11 contains 154247 members 
Mstep: Class 12 contains 164719 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160070 members 
Mstep: Class 16 contains 79421 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344624.000000 Penalty: 73281.218750
Iteration 403Q: 22 clusters Score -1.613446e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58492 members 
Mstep: Class 3 contains 69261 members 
Mstep: Class 4 contains 109551 members 
Mstep: Class 5 contains 65815 members 
Mstep: Class 6 contains 72078 members 
Mstep: Class 7 contains 166654 members 
Mstep: Class 8 contains 144710 members 
Mstep: Class 9 contains 21808 members 
Mstep: Class 10 contains 9302 members 
Mstep: Class 11 contains 154252 members 
Mstep: Class 12 contains 164702 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160057 members 
Mstep: Class 16 contains 79413 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344400.000000 Penalty: 73281.218750
Iteration 404Q: 22 clusters Score -1.613444e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58480 members 
Mstep: Class 3 contains 69256 members 
Mstep: Class 4 contains 109523 members 
Mstep: Class 5 contains 65873 members 
Mstep: Class 6 contains 72087 members 
Mstep: Class 7 contains 166665 members 
Mstep: Class 8 contains 144718 members 
Mstep: Class 9 contains 21794 members 
Mstep: Class 10 contains 9304 members 
Mstep: Class 11 contains 154252 members 
Mstep: Class 12 contains 164696 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160043 members 
Mstep: Class 16 contains 79404 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344480.000000 Penalty: 73281.218750
Iteration 405Q: 22 clusters Score -1.613445e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58472 members 
Mstep: Class 3 contains 69245 members 
Mstep: Class 4 contains 109506 members 
Mstep: Class 5 contains 65927 members 
Mstep: Class 6 contains 72094 members 
Mstep: Class 7 contains 166671 members 
Mstep: Class 8 contains 144716 members 
Mstep: Class 9 contains 21781 members 
Mstep: Class 10 contains 9304 members 
Mstep: Class 11 contains 154254 members 
Mstep: Class 12 contains 164708 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 160018 members 
Mstep: Class 16 contains 79399 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344320.000000 Penalty: 73281.218750
Iteration 406Q: 22 clusters Score -1.613443e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58464 members 
Mstep: Class 3 contains 69244 members 
Mstep: Class 4 contains 109497 members 
Mstep: Class 5 contains 65970 members 
Mstep: Class 6 contains 72099 members 
Mstep: Class 7 contains 166680 members 
Mstep: Class 8 contains 144707 members 
Mstep: Class 9 contains 21769 members 
Mstep: Class 10 contains 9304 members 
Mstep: Class 11 contains 154261 members 
Mstep: Class 12 contains 164725 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 159984 members 
Mstep: Class 16 contains 79391 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344576.000000 Penalty: 73281.218750
Iteration 407Q: 22 clusters Score -1.613446e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58456 members 
Mstep: Class 3 contains 69233 members 
Mstep: Class 4 contains 109487 members 
Mstep: Class 5 contains 66014 members 
Mstep: Class 6 contains 72101 members 
Mstep: Class 7 contains 166699 members 
Mstep: Class 8 contains 144698 members 
Mstep: Class 9 contains 21758 members 
Mstep: Class 10 contains 9305 members 
Mstep: Class 11 contains 154270 members 
Mstep: Class 12 contains 164724 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 159964 members 
Mstep: Class 16 contains 79386 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344544.000000 Penalty: 73281.218750
Iteration 408Q: 22 clusters Score -1.613445e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58443 members 
Mstep: Class 3 contains 69227 members 
Mstep: Class 4 contains 109485 members 
Mstep: Class 5 contains 66062 members 
Mstep: Class 6 contains 72099 members 
Mstep: Class 7 contains 166710 members 
Mstep: Class 8 contains 144697 members 
Mstep: Class 9 contains 21745 members 
Mstep: Class 10 contains 9305 members 
Mstep: Class 11 contains 154261 members 
Mstep: Class 12 contains 164724 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 159951 members 
Mstep: Class 16 contains 79385 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344528.000000 Penalty: 73281.218750
Iteration 409Q: 22 clusters Score -1.613445e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58431 members 
Mstep: Class 3 contains 69225 members 
Mstep: Class 4 contains 109486 members 
Mstep: Class 5 contains 66100 members 
Mstep: Class 6 contains 72103 members 
Mstep: Class 7 contains 166721 members 
Mstep: Class 8 contains 144690 members 
Mstep: Class 9 contains 21738 members 
Mstep: Class 10 contains 9304 members 
Mstep: Class 11 contains 154252 members 
Mstep: Class 12 contains 164729 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 159935 members 
Mstep: Class 16 contains 79380 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344464.000000 Penalty: 73281.218750
Iteration 410Q: 22 clusters Score -1.613445e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58414 members 
Mstep: Class 3 contains 69223 members 
Mstep: Class 4 contains 109486 members 
Mstep: Class 5 contains 66142 members 
Mstep: Class 6 contains 72103 members 
Mstep: Class 7 contains 166723 members 
Mstep: Class 8 contains 144679 members 
Mstep: Class 9 contains 21733 members 
Mstep: Class 10 contains 9305 members 
Mstep: Class 11 contains 154248 members 
Mstep: Class 12 contains 164747 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 159917 members 
Mstep: Class 16 contains 79374 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344560.000000 Penalty: 73281.218750
Iteration 411Q: 22 clusters Score -1.613446e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58402 members 
Mstep: Class 3 contains 69210 members 
Mstep: Class 4 contains 109488 members 
Mstep: Class 5 contains 66178 members 
Mstep: Class 6 contains 72106 members 
Mstep: Class 7 contains 166738 members 
Mstep: Class 8 contains 144670 members 
Mstep: Class 9 contains 21727 members 
Mstep: Class 10 contains 9305 members 
Mstep: Class 11 contains 154254 members 
Mstep: Class 12 contains 164737 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 159910 members 
Mstep: Class 16 contains 79369 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344448.000000 Penalty: 73281.218750
Iteration 412Q: 22 clusters Score -1.613444e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58386 members 
Mstep: Class 3 contains 69202 members 
Mstep: Class 4 contains 109490 members 
Mstep: Class 5 contains 66207 members 
Mstep: Class 6 contains 72114 members 
Mstep: Class 7 contains 166760 members 
Mstep: Class 8 contains 144664 members 
Mstep: Class 9 contains 21722 members 
Mstep: Class 10 contains 9304 members 
Mstep: Class 11 contains 154271 members 
Mstep: Class 12 contains 164717 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 159891 members 
Mstep: Class 16 contains 79366 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344496.000000 Penalty: 73281.218750
Iteration 413Q: 22 clusters Score -1.613445e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58376 members 
Mstep: Class 3 contains 69193 members 
Mstep: Class 4 contains 109492 members 
Mstep: Class 5 contains 66236 members 
Mstep: Class 6 contains 72116 members 
Mstep: Class 7 contains 166784 members 
Mstep: Class 8 contains 144663 members 
Mstep: Class 9 contains 21720 members 
Mstep: Class 10 contains 9303 members 
Mstep: Class 11 contains 154273 members 
Mstep: Class 12 contains 164712 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 159864 members 
Mstep: Class 16 contains 79362 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344416.000000 Penalty: 73281.218750
Iteration 414Q: 22 clusters Score -1.613444e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58365 members 
Mstep: Class 3 contains 69184 members 
Mstep: Class 4 contains 109500 members 
Mstep: Class 5 contains 66255 members 
Mstep: Class 6 contains 72125 members 
Mstep: Class 7 contains 166813 members 
Mstep: Class 8 contains 144652 members 
Mstep: Class 9 contains 21713 members 
Mstep: Class 10 contains 9301 members 
Mstep: Class 11 contains 154276 members 
Mstep: Class 12 contains 164698 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 159851 members 
Mstep: Class 16 contains 79361 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344464.000000 Penalty: 73281.218750
Iteration 415Q: 22 clusters Score -1.613445e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58357 members 
Mstep: Class 3 contains 69178 members 
Mstep: Class 4 contains 109504 members 
Mstep: Class 5 contains 66270 members 
Mstep: Class 6 contains 72134 members 
Mstep: Class 7 contains 166825 members 
Mstep: Class 8 contains 144645 members 
Mstep: Class 9 contains 21711 members 
Mstep: Class 10 contains 9298 members 
Mstep: Class 11 contains 154281 members 
Mstep: Class 12 contains 164695 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 159836 members 
Mstep: Class 16 contains 79360 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344560.000000 Penalty: 73281.218750
Iteration 416Q: 22 clusters Score -1.613446e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58351 members 
Mstep: Class 3 contains 69170 members 
Mstep: Class 4 contains 109506 members 
Mstep: Class 5 contains 66292 members 
Mstep: Class 6 contains 72136 members 
Mstep: Class 7 contains 166831 members 
Mstep: Class 8 contains 144639 members 
Mstep: Class 9 contains 21709 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154288 members 
Mstep: Class 12 contains 164698 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 159815 members 
Mstep: Class 16 contains 79360 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344560.000000 Penalty: 73281.218750
Iteration 417Q: 22 clusters Score -1.613446e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58347 members 
Mstep: Class 3 contains 69166 members 
Mstep: Class 4 contains 109499 members 
Mstep: Class 5 contains 66308 members 
Mstep: Class 6 contains 72139 members 
Mstep: Class 7 contains 166857 members 
Mstep: Class 8 contains 144640 members 
Mstep: Class 9 contains 21704 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 154292 members 
Mstep: Class 12 contains 164689 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 159801 members 
Mstep: Class 16 contains 79359 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344624.000000 Penalty: 73281.218750
Iteration 418Q: 22 clusters Score -1.613446e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58343 members 
Mstep: Class 3 contains 69156 members 
Mstep: Class 4 contains 109491 members 
Mstep: Class 5 contains 66324 members 
Mstep: Class 6 contains 72143 members 
Mstep: Class 7 contains 166878 members 
Mstep: Class 8 contains 144633 members 
Mstep: Class 9 contains 21700 members 
Mstep: Class 10 contains 9293 members 
Mstep: Class 11 contains 154300 members 
Mstep: Class 12 contains 164690 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 159786 members 
Mstep: Class 16 contains 79358 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344576.000000 Penalty: 73281.218750
Iteration 419Q: 22 clusters Score -1.613446e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58327 members 
Mstep: Class 3 contains 69148 members 
Mstep: Class 4 contains 109487 members 
Mstep: Class 5 contains 66349 members 
Mstep: Class 6 contains 72141 members 
Mstep: Class 7 contains 166913 members 
Mstep: Class 8 contains 144630 members 
Mstep: Class 9 contains 21702 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 154306 members 
Mstep: Class 12 contains 164668 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 159779 members 
Mstep: Class 16 contains 79354 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344576.000000 Penalty: 73281.218750
Iteration 420F: 22 clusters Score -1.613446e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58317 members 
Mstep: Class 3 contains 69134 members 
Mstep: Class 4 contains 109477 members 
Mstep: Class 5 contains 66363 members 
Mstep: Class 6 contains 72142 members 
Mstep: Class 7 contains 166958 members 
Mstep: Class 8 contains 144625 members 
Mstep: Class 9 contains 21695 members 
Mstep: Class 10 contains 9290 members 
Mstep: Class 11 contains 154326 members 
Mstep: Class 12 contains 164657 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 159762 members 
Mstep: Class 16 contains 79349 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344640.000000 Penalty: 73281.218750
Iteration 421Q: 22 clusters Score -1.613446e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58310 members 
Mstep: Class 3 contains 69122 members 
Mstep: Class 4 contains 109470 members 
Mstep: Class 5 contains 66372 members 
Mstep: Class 6 contains 72145 members 
Mstep: Class 7 contains 166994 members 
Mstep: Class 8 contains 144623 members 
Mstep: Class 9 contains 21692 members 
Mstep: Class 10 contains 9289 members 
Mstep: Class 11 contains 154326 members 
Mstep: Class 12 contains 164656 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 159748 members 
Mstep: Class 16 contains 79348 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344720.000000 Penalty: 73281.218750
Iteration 422Q: 22 clusters Score -1.613447e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58300 members 
Mstep: Class 3 contains 69113 members 
Mstep: Class 4 contains 109464 members 
Mstep: Class 5 contains 66391 members 
Mstep: Class 6 contains 72146 members 
Mstep: Class 7 contains 167020 members 
Mstep: Class 8 contains 144622 members 
Mstep: Class 9 contains 21686 members 
Mstep: Class 10 contains 9288 members 
Mstep: Class 11 contains 154324 members 
Mstep: Class 12 contains 164655 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 159739 members 
Mstep: Class 16 contains 79347 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344560.000000 Penalty: 73281.218750
Iteration 423Q: 22 clusters Score -1.613446e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58293 members 
Mstep: Class 3 contains 69102 members 
Mstep: Class 4 contains 109474 members 
Mstep: Class 5 contains 66401 members 
Mstep: Class 6 contains 72147 members 
Mstep: Class 7 contains 167052 members 
Mstep: Class 8 contains 144615 members 
Mstep: Class 9 contains 21679 members 
Mstep: Class 10 contains 9289 members 
Mstep: Class 11 contains 154318 members 
Mstep: Class 12 contains 164655 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159726 members 
Mstep: Class 16 contains 79343 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344624.000000 Penalty: 73281.218750
Iteration 424Q: 22 clusters Score -1.613446e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58287 members 
Mstep: Class 3 contains 69090 members 
Mstep: Class 4 contains 109469 members 
Mstep: Class 5 contains 66411 members 
Mstep: Class 6 contains 72148 members 
Mstep: Class 7 contains 167066 members 
Mstep: Class 8 contains 144617 members 
Mstep: Class 9 contains 21675 members 
Mstep: Class 10 contains 9290 members 
Mstep: Class 11 contains 154315 members 
Mstep: Class 12 contains 164667 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159716 members 
Mstep: Class 16 contains 79343 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344736.000000 Penalty: 73281.218750
Iteration 425Q: 22 clusters Score -1.613447e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58273 members 
Mstep: Class 3 contains 69081 members 
Mstep: Class 4 contains 109472 members 
Mstep: Class 5 contains 66412 members 
Mstep: Class 6 contains 72153 members 
Mstep: Class 7 contains 167107 members 
Mstep: Class 8 contains 144616 members 
Mstep: Class 9 contains 21670 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 154322 members 
Mstep: Class 12 contains 164657 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159699 members 
Mstep: Class 16 contains 79341 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344784.000000 Penalty: 73281.218750
Iteration 426Q: 22 clusters Score -1.613448e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58265 members 
Mstep: Class 3 contains 69073 members 
Mstep: Class 4 contains 109470 members 
Mstep: Class 5 contains 66422 members 
Mstep: Class 6 contains 72158 members 
Mstep: Class 7 contains 167128 members 
Mstep: Class 8 contains 144617 members 
Mstep: Class 9 contains 21663 members 
Mstep: Class 10 contains 9292 members 
Mstep: Class 11 contains 154325 members 
Mstep: Class 12 contains 164654 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159690 members 
Mstep: Class 16 contains 79337 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344704.000000 Penalty: 73281.218750
Iteration 427Q: 22 clusters Score -1.613447e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58254 members 
Mstep: Class 3 contains 69062 members 
Mstep: Class 4 contains 109472 members 
Mstep: Class 5 contains 66430 members 
Mstep: Class 6 contains 72163 members 
Mstep: Class 7 contains 167146 members 
Mstep: Class 8 contains 144620 members 
Mstep: Class 9 contains 21659 members 
Mstep: Class 10 contains 9292 members 
Mstep: Class 11 contains 154322 members 
Mstep: Class 12 contains 164647 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159693 members 
Mstep: Class 16 contains 79334 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344624.000000 Penalty: 73281.218750
Iteration 428Q: 22 clusters Score -1.613446e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58236 members 
Mstep: Class 3 contains 69060 members 
Mstep: Class 4 contains 109478 members 
Mstep: Class 5 contains 66446 members 
Mstep: Class 6 contains 72169 members 
Mstep: Class 7 contains 167140 members 
Mstep: Class 8 contains 144621 members 
Mstep: Class 9 contains 21653 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 154322 members 
Mstep: Class 12 contains 164657 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159695 members 
Mstep: Class 16 contains 79326 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344672.000000 Penalty: 73281.218750
Iteration 429Q: 22 clusters Score -1.613447e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58217 members 
Mstep: Class 3 contains 69051 members 
Mstep: Class 4 contains 109481 members 
Mstep: Class 5 contains 66460 members 
Mstep: Class 6 contains 72177 members 
Mstep: Class 7 contains 167129 members 
Mstep: Class 8 contains 144622 members 
Mstep: Class 9 contains 21653 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 154318 members 
Mstep: Class 12 contains 164676 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159696 members 
Mstep: Class 16 contains 79323 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344800.000000 Penalty: 73281.218750
Iteration 430Q: 22 clusters Score -1.613448e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58199 members 
Mstep: Class 3 contains 69048 members 
Mstep: Class 4 contains 109483 members 
Mstep: Class 5 contains 66473 members 
Mstep: Class 6 contains 72179 members 
Mstep: Class 7 contains 167108 members 
Mstep: Class 8 contains 144624 members 
Mstep: Class 9 contains 21650 members 
Mstep: Class 10 contains 9289 members 
Mstep: Class 11 contains 154318 members 
Mstep: Class 12 contains 164705 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159696 members 
Mstep: Class 16 contains 79322 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344768.000000 Penalty: 73281.218750
Iteration 431Q: 22 clusters Score -1.613448e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58189 members 
Mstep: Class 3 contains 69046 members 
Mstep: Class 4 contains 109478 members 
Mstep: Class 5 contains 66484 members 
Mstep: Class 6 contains 72183 members 
Mstep: Class 7 contains 167096 members 
Mstep: Class 8 contains 144628 members 
Mstep: Class 9 contains 21648 members 
Mstep: Class 10 contains 9289 members 
Mstep: Class 11 contains 154317 members 
Mstep: Class 12 contains 164713 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159701 members 
Mstep: Class 16 contains 79322 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344816.000000 Penalty: 73281.218750
Iteration 432Q: 22 clusters Score -1.613448e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58179 members 
Mstep: Class 3 contains 69039 members 
Mstep: Class 4 contains 109486 members 
Mstep: Class 5 contains 66495 members 
Mstep: Class 6 contains 72189 members 
Mstep: Class 7 contains 167091 members 
Mstep: Class 8 contains 144638 members 
Mstep: Class 9 contains 21646 members 
Mstep: Class 10 contains 9289 members 
Mstep: Class 11 contains 154302 members 
Mstep: Class 12 contains 164722 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159698 members 
Mstep: Class 16 contains 79320 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344880.000000 Penalty: 73281.218750
Iteration 433Q: 22 clusters Score -1.613449e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58159 members 
Mstep: Class 3 contains 69030 members 
Mstep: Class 4 contains 109495 members 
Mstep: Class 5 contains 66508 members 
Mstep: Class 6 contains 72194 members 
Mstep: Class 7 contains 167082 members 
Mstep: Class 8 contains 144640 members 
Mstep: Class 9 contains 21643 members 
Mstep: Class 10 contains 9287 members 
Mstep: Class 11 contains 154305 members 
Mstep: Class 12 contains 164732 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159701 members 
Mstep: Class 16 contains 79318 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344880.000000 Penalty: 73281.218750
Iteration 434Q: 22 clusters Score -1.613449e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58135 members 
Mstep: Class 3 contains 69024 members 
Mstep: Class 4 contains 109502 members 
Mstep: Class 5 contains 66518 members 
Mstep: Class 6 contains 72203 members 
Mstep: Class 7 contains 167079 members 
Mstep: Class 8 contains 144637 members 
Mstep: Class 9 contains 21642 members 
Mstep: Class 10 contains 9285 members 
Mstep: Class 11 contains 154305 members 
Mstep: Class 12 contains 164743 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159706 members 
Mstep: Class 16 contains 79315 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344992.000000 Penalty: 73281.218750
Iteration 435Q: 22 clusters Score -1.61345e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58124 members 
Mstep: Class 3 contains 69018 members 
Mstep: Class 4 contains 109500 members 
Mstep: Class 5 contains 66529 members 
Mstep: Class 6 contains 72203 members 
Mstep: Class 7 contains 167079 members 
Mstep: Class 8 contains 144630 members 
Mstep: Class 9 contains 21639 members 
Mstep: Class 10 contains 9285 members 
Mstep: Class 11 contains 154313 members 
Mstep: Class 12 contains 164740 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159720 members 
Mstep: Class 16 contains 79314 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345024.000000 Penalty: 73281.218750
Iteration 436Q: 22 clusters Score -1.61345e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58114 members 
Mstep: Class 3 contains 69012 members 
Mstep: Class 4 contains 109498 members 
Mstep: Class 5 contains 66538 members 
Mstep: Class 6 contains 72206 members 
Mstep: Class 7 contains 167077 members 
Mstep: Class 8 contains 144633 members 
Mstep: Class 9 contains 21635 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 11 contains 154322 members 
Mstep: Class 12 contains 164734 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159729 members 
Mstep: Class 16 contains 79310 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345008.000000 Penalty: 73281.218750
Iteration 437Q: 22 clusters Score -1.61345e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58108 members 
Mstep: Class 3 contains 69006 members 
Mstep: Class 4 contains 109498 members 
Mstep: Class 5 contains 66557 members 
Mstep: Class 6 contains 72209 members 
Mstep: Class 7 contains 167071 members 
Mstep: Class 8 contains 144634 members 
Mstep: Class 9 contains 21628 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 11 contains 154325 members 
Mstep: Class 12 contains 164721 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159743 members 
Mstep: Class 16 contains 79308 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345040.000000 Penalty: 73281.218750
Iteration 438Q: 22 clusters Score -1.61345e+08 nChanged 166
Entering ConstructFrom: 
Score: -161345040.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -69546.132812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -69546.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67971.382812 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -67971.38 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68621.562500 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -68621.56 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69157.406250 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -69157.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69380.851562 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -69380.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69571.945312 Penalty: 3220.151123
	Iteration 4F: 3 clusters Score -69571.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69736.320312 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -69736.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69843.757812 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -69843.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69860.382812 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -69860.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69867.328125 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -69867.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69876.554688 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -69876.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69879.218750 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -69879.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69881.148438 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -69881.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69884.390625 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -69884.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -69893.023438 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -69893.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69894.945312 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -69894.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69897.148438 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -69897.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69901.218750 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -69901.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69904.125000 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -69904.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69904.125000 Penalty: 3220.151123
	Iteration 18F: 3 clusters Score -69904.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 58097 members 
Mstep: Class 3 contains 69002 members 
Mstep: Class 4 contains 109497 members 
Mstep: Class 5 contains 66573 members 
Mstep: Class 6 contains 72210 members 
Mstep: Class 7 contains 167073 members 
Mstep: Class 8 contains 144629 members 
Mstep: Class 9 contains 21626 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 11 contains 154322 members 
Mstep: Class 12 contains 164721 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159752 members 
Mstep: Class 16 contains 79306 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Mstep: Class 22 contains 224 members 
Entering Unmasked Estep 
Score: -161343552.000000 Penalty: 76770.804688
Splitting cluster 1 changes total score from -161345040.000000 to -161343552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (58097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Entering Unmasked Estep 
Score: -7422196.000000 Penalty: 2720.527588
	Iteration 0F: 2 clusters Score -7422196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -7383350.000000 Penalty: 5441.055176
	Iteration 0F: 3 clusters Score -7383350 nChanged 26848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -7398553.500000 Penalty: 5441.055176
	Iteration 1F: 3 clusters Score -7398554 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -7399387.000000 Penalty: 5441.055176
	Iteration 2Q: 3 clusters Score -7399387 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -7400248.000000 Penalty: 5441.055176
	Iteration 3Q: 3 clusters Score -7400248 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -7401265.500000 Penalty: 5441.055176
	Iteration 4Q: 3 clusters Score -7401266 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -7402508.000000 Penalty: 5441.055176
	Iteration 5Q: 3 clusters Score -7402508 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -7403974.000000 Penalty: 5441.055176
	Iteration 6Q: 3 clusters Score -7403974 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -7405716.500000 Penalty: 5441.055176
	Iteration 7F: 3 clusters Score -7405716 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -7407578.500000 Penalty: 5441.055176
	Iteration 8F: 3 clusters Score -7407578 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -7409444.500000 Penalty: 5441.055176
	Iteration 9F: 3 clusters Score -7409444 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -7410939.000000 Penalty: 5441.055176
	Iteration 10Q: 3 clusters Score -7410939 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -7411843.500000 Penalty: 5441.055176
	Iteration 11Q: 3 clusters Score -7411844 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -7412315.500000 Penalty: 5441.055176
	Iteration 12Q: 3 clusters Score -7412316 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -7412684.000000 Penalty: 5441.055176
	Iteration 13Q: 3 clusters Score -7412684 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -7412895.000000 Penalty: 5441.055176
	Iteration 14Q: 3 clusters Score -7412895 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -7413122.500000 Penalty: 5441.055176
	Iteration 15Q: 3 clusters Score -7413122 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -7413312.000000 Penalty: 5441.055176
	Iteration 16Q: 3 clusters Score -7413312 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -7413556.500000 Penalty: 5441.055176
	Iteration 17Q: 3 clusters Score -7413556 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -7413844.000000 Penalty: 5441.055176
	Iteration 18Q: 3 clusters Score -7413844 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -7414209.500000 Penalty: 5441.055176
	Iteration 19Q: 3 clusters Score -7414210 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -7414657.500000 Penalty: 5441.055176
	Iteration 20F: 3 clusters Score -7414658 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -7415111.000000 Penalty: 5441.055176
	Iteration 21Q: 3 clusters Score -7415111 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -7415665.000000 Penalty: 5441.055176
	Iteration 22Q: 3 clusters Score -7415665 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -7416156.500000 Penalty: 5441.055176
	Iteration 23Q: 3 clusters Score -7416156 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -7416678.000000 Penalty: 5441.055176
	Iteration 24Q: 3 clusters Score -7416678 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -7417165.500000 Penalty: 5441.055176
	Iteration 25Q: 3 clusters Score -7417166 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -7417542.000000 Penalty: 5441.055176
	Iteration 26Q: 3 clusters Score -7417542 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -7417794.500000 Penalty: 5441.055176
	Iteration 27Q: 3 clusters Score -7417794 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -7418021.500000 Penalty: 5441.055176
	Iteration 28Q: 3 clusters Score -7418022 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -7418214.000000 Penalty: 5441.055176
	Iteration 29Q: 3 clusters Score -7418214 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -7418335.000000 Penalty: 5441.055176
	Iteration 30Q: 3 clusters Score -7418335 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52486 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -7418470.500000 Penalty: 5441.055176
	Iteration 31Q: 3 clusters Score -7418470 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -7418590.000000 Penalty: 5441.055176
	Iteration 32Q: 3 clusters Score -7418590 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -7418729.500000 Penalty: 5441.055176
	Iteration 33Q: 3 clusters Score -7418730 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -7418807.000000 Penalty: 5441.055176
	Iteration 34Q: 3 clusters Score -7418807 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -7418902.000000 Penalty: 5441.055176
	Iteration 35Q: 3 clusters Score -7418902 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -7418967.500000 Penalty: 5441.055176
	Iteration 36Q: 3 clusters Score -7418968 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -7419057.000000 Penalty: 5441.055176
	Iteration 37Q: 3 clusters Score -7419057 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -7419141.500000 Penalty: 5441.055176
	Iteration 38Q: 3 clusters Score -7419142 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -7419206.000000 Penalty: 5441.055176
	Iteration 39Q: 3 clusters Score -7419206 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -7419271.000000 Penalty: 5441.055176
	Iteration 40F: 3 clusters Score -7419271 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -7419302.500000 Penalty: 5441.055176
	Iteration 41Q: 3 clusters Score -7419302 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -7419347.000000 Penalty: 5441.055176
	Iteration 42Q: 3 clusters Score -7419347 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7419407.000000 Penalty: 5441.055176
	Iteration 43Q: 3 clusters Score -7419407 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -7419469.000000 Penalty: 5441.055176
	Iteration 44Q: 3 clusters Score -7419469 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -7419504.500000 Penalty: 5441.055176
	Iteration 45Q: 3 clusters Score -7419504 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -7419551.500000 Penalty: 5441.055176
	Iteration 46Q: 3 clusters Score -7419552 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55890 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7419595.500000 Penalty: 5441.055176
	Iteration 47Q: 3 clusters Score -7419596 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7419639.000000 Penalty: 5441.055176
	Iteration 48Q: 3 clusters Score -7419639 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56070 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -7419668.500000 Penalty: 5441.055176
	Iteration 49Q: 3 clusters Score -7419668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -7419686.000000 Penalty: 5441.055176
	Iteration 50Q: 3 clusters Score -7419686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7419705.000000 Penalty: 5441.055176
	Iteration 51Q: 3 clusters Score -7419705 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7419732.500000 Penalty: 5441.055176
	Iteration 52Q: 3 clusters Score -7419732 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7419752.000000 Penalty: 5441.055176
	Iteration 53Q: 3 clusters Score -7419752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7419754.500000 Penalty: 5441.055176
	Iteration 54Q: 3 clusters Score -7419754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -7419770.500000 Penalty: 5441.055176
	Iteration 55Q: 3 clusters Score -7419770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7419802.000000 Penalty: 5441.055176
	Iteration 56Q: 3 clusters Score -7419802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7419801.000000 Penalty: 5441.055176
	Iteration 57Q: 3 clusters Score -7419801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -7419817.000000 Penalty: 5441.055176
	Iteration 58Q: 3 clusters Score -7419817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7419822.000000 Penalty: 5441.055176
	Iteration 59Q: 3 clusters Score -7419822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7419829.000000 Penalty: 5441.055176
	Iteration 60F: 3 clusters Score -7419829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7419820.500000 Penalty: 5441.055176
	Iteration 61Q: 3 clusters Score -7419820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7419837.500000 Penalty: 5441.055176
	Iteration 62Q: 3 clusters Score -7419838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7419835.500000 Penalty: 5441.055176
	Iteration 63Q: 3 clusters Score -7419836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7419851.500000 Penalty: 5441.055176
	Iteration 64Q: 3 clusters Score -7419852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7419856.000000 Penalty: 5441.055176
	Iteration 65Q: 3 clusters Score -7419856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7419865.000000 Penalty: 5441.055176
	Iteration 66Q: 3 clusters Score -7419865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -7419866.000000 Penalty: 5441.055176
	Iteration 67Q: 3 clusters Score -7419866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7419863.000000 Penalty: 5441.055176
	Iteration 68Q: 3 clusters Score -7419863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7419873.500000 Penalty: 5441.055176
	Iteration 69Q: 3 clusters Score -7419874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -7419873.500000 Penalty: 5441.055176
	Iteration 70Q: 3 clusters Score -7419874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7419870.000000 Penalty: 5441.055176
	Iteration 71Q: 3 clusters Score -7419870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -7419861.500000 Penalty: 5441.055176
	Iteration 72Q: 3 clusters Score -7419862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7419862.000000 Penalty: 5441.055176
	Iteration 73Q: 3 clusters Score -7419862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7419869.000000 Penalty: 5441.055176
	Iteration 74Q: 3 clusters Score -7419869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7419867.500000 Penalty: 5441.055176
	Iteration 75Q: 3 clusters Score -7419868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56770 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7419873.500000 Penalty: 5441.055176
	Iteration 76Q: 3 clusters Score -7419874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7419866.500000 Penalty: 5441.055176
	Iteration 77Q: 3 clusters Score -7419866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56782 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7419872.000000 Penalty: 5441.055176
	Iteration 78Q: 3 clusters Score -7419872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7419872.000000 Penalty: 5441.055176
	Iteration 79Q: 3 clusters Score -7419872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7419866.000000 Penalty: 5441.055176
	Iteration 80F: 3 clusters Score -7419866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7419870.500000 Penalty: 5441.055176
	Iteration 81Q: 3 clusters Score -7419870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7419872.000000 Penalty: 5441.055176
	Iteration 82Q: 3 clusters Score -7419872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7419881.000000 Penalty: 5441.055176
	Iteration 83Q: 3 clusters Score -7419881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -7419883.000000 Penalty: 5441.055176
	Iteration 84Q: 3 clusters Score -7419883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7419890.000000 Penalty: 5441.055176
	Iteration 85Q: 3 clusters Score -7419890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7419888.500000 Penalty: 5441.055176
	Iteration 86Q: 3 clusters Score -7419888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7419891.500000 Penalty: 5441.055176
	Iteration 87Q: 3 clusters Score -7419892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7419897.500000 Penalty: 5441.055176
	Iteration 88Q: 3 clusters Score -7419898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7419899.000000 Penalty: 5441.055176
	Iteration 89Q: 3 clusters Score -7419899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7419899.000000 Penalty: 5441.055176
	Iteration 90F: 3 clusters Score -7419899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (69002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69002 members 
Entering Unmasked Estep 
Score: -8873785.000000 Penalty: 2763.188965
	Iteration 0F: 2 clusters Score -8873785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -8827645.000000 Penalty: 5526.377930
	Iteration 0F: 3 clusters Score -8827645 nChanged 32263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -8845783.000000 Penalty: 5526.377930
	Iteration 1F: 3 clusters Score -8845783 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -8846621.000000 Penalty: 5526.377930
	Iteration 2Q: 3 clusters Score -8846621 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -8847702.000000 Penalty: 5526.377930
	Iteration 3Q: 3 clusters Score -8847702 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -8849138.000000 Penalty: 5526.377930
	Iteration 4Q: 3 clusters Score -8849138 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -8851107.000000 Penalty: 5526.377930
	Iteration 5F: 3 clusters Score -8851107 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -8853873.000000 Penalty: 5526.377930
	Iteration 6F: 3 clusters Score -8853873 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -8857463.000000 Penalty: 5526.377930
	Iteration 7F: 3 clusters Score -8857463 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -8861396.000000 Penalty: 5526.377930
	Iteration 8F: 3 clusters Score -8861396 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -8864184.000000 Penalty: 5526.377930
	Iteration 9F: 3 clusters Score -8864184 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -8865340.000000 Penalty: 5526.377930
	Iteration 10Q: 3 clusters Score -8865340 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -8865876.000000 Penalty: 5526.377930
	Iteration 11Q: 3 clusters Score -8865876 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -8866222.000000 Penalty: 5526.377930
	Iteration 12Q: 3 clusters Score -8866222 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -8866537.000000 Penalty: 5526.377930
	Iteration 13Q: 3 clusters Score -8866537 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -8866837.000000 Penalty: 5526.377930
	Iteration 14Q: 3 clusters Score -8866837 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -8867158.000000 Penalty: 5526.377930
	Iteration 15Q: 3 clusters Score -8867158 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -8867429.000000 Penalty: 5526.377930
	Iteration 16Q: 3 clusters Score -8867429 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -8867733.000000 Penalty: 5526.377930
	Iteration 17Q: 3 clusters Score -8867733 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -8868042.000000 Penalty: 5526.377930
	Iteration 18Q: 3 clusters Score -8868042 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -8868349.000000 Penalty: 5526.377930
	Iteration 19Q: 3 clusters Score -8868349 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -8868603.000000 Penalty: 5526.377930
	Iteration 20F: 3 clusters Score -8868603 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -8868848.000000 Penalty: 5526.377930
	Iteration 21Q: 3 clusters Score -8868848 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -8869084.000000 Penalty: 5526.377930
	Iteration 22Q: 3 clusters Score -8869084 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -8869361.000000 Penalty: 5526.377930
	Iteration 23Q: 3 clusters Score -8869361 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -8869649.000000 Penalty: 5526.377930
	Iteration 24Q: 3 clusters Score -8869649 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -8869912.000000 Penalty: 5526.377930
	Iteration 25Q: 3 clusters Score -8869912 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 61585 members 
Entering Unmasked Estep 
Score: -8870146.000000 Penalty: 5526.377930
	Iteration 26Q: 3 clusters Score -8870146 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -8870296.000000 Penalty: 5526.377930
	Iteration 27Q: 3 clusters Score -8870296 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 62627 members 
Entering Unmasked Estep 
Score: -8870490.000000 Penalty: 5526.377930
	Iteration 28Q: 3 clusters Score -8870490 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -8870650.000000 Penalty: 5526.377930
	Iteration 29Q: 3 clusters Score -8870650 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -8870789.000000 Penalty: 5526.377930
	Iteration 30Q: 3 clusters Score -8870789 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -8870903.000000 Penalty: 5526.377930
	Iteration 31Q: 3 clusters Score -8870903 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 64337 members 
Entering Unmasked Estep 
Score: -8871020.000000 Penalty: 5526.377930
	Iteration 32Q: 3 clusters Score -8871020 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 64669 members 
Entering Unmasked Estep 
Score: -8871145.000000 Penalty: 5526.377930
	Iteration 33Q: 3 clusters Score -8871145 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -8871244.000000 Penalty: 5526.377930
	Iteration 34Q: 3 clusters Score -8871244 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -8871350.000000 Penalty: 5526.377930
	Iteration 35Q: 3 clusters Score -8871350 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -8871471.000000 Penalty: 5526.377930
	Iteration 36Q: 3 clusters Score -8871471 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -8871550.000000 Penalty: 5526.377930
	Iteration 37Q: 3 clusters Score -8871550 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 66098 members 
Entering Unmasked Estep 
Score: -8871641.000000 Penalty: 5526.377930
	Iteration 38Q: 3 clusters Score -8871641 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -8871749.000000 Penalty: 5526.377930
	Iteration 39Q: 3 clusters Score -8871749 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 66499 members 
Entering Unmasked Estep 
Score: -8871853.000000 Penalty: 5526.377930
	Iteration 40F: 3 clusters Score -8871853 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -8871856.000000 Penalty: 5526.377930
	Iteration 41Q: 3 clusters Score -8871856 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 66746 members 
Entering Unmasked Estep 
Score: -8871914.000000 Penalty: 5526.377930
	Iteration 42Q: 3 clusters Score -8871914 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -8871939.000000 Penalty: 5526.377930
	Iteration 43Q: 3 clusters Score -8871939 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -8871960.000000 Penalty: 5526.377930
	Iteration 44Q: 3 clusters Score -8871960 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -8871979.000000 Penalty: 5526.377930
	Iteration 45Q: 3 clusters Score -8871979 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 67068 members 
Entering Unmasked Estep 
Score: -8871994.000000 Penalty: 5526.377930
	Iteration 46Q: 3 clusters Score -8871994 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 67116 members 
Entering Unmasked Estep 
Score: -8872007.000000 Penalty: 5526.377930
	Iteration 47Q: 3 clusters Score -8872007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -8872007.000000 Penalty: 5526.377930
	Iteration 48Q: 3 clusters Score -8872007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 67198 members 
Entering Unmasked Estep 
Score: -8872018.000000 Penalty: 5526.377930
	Iteration 49Q: 3 clusters Score -8872018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 67238 members 
Entering Unmasked Estep 
Score: -8872031.000000 Penalty: 5526.377930
	Iteration 50Q: 3 clusters Score -8872031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -8872032.000000 Penalty: 5526.377930
	Iteration 51Q: 3 clusters Score -8872032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 67275 members 
Entering Unmasked Estep 
Score: -8872034.000000 Penalty: 5526.377930
	Iteration 52Q: 3 clusters Score -8872034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -8872035.000000 Penalty: 5526.377930
	Iteration 53Q: 3 clusters Score -8872035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -8872039.000000 Penalty: 5526.377930
	Iteration 54Q: 3 clusters Score -8872039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 67307 members 
Entering Unmasked Estep 
Score: -8872039.000000 Penalty: 5526.377930
	Iteration 55Q: 3 clusters Score -8872039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 67318 members 
Entering Unmasked Estep 
Score: -8872042.000000 Penalty: 5526.377930
	Iteration 56Q: 3 clusters Score -8872042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -8872062.000000 Penalty: 5526.377930
	Iteration 57Q: 3 clusters Score -8872062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -8872065.000000 Penalty: 5526.377930
	Iteration 58Q: 3 clusters Score -8872065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -8872075.000000 Penalty: 5526.377930
	Iteration 59Q: 3 clusters Score -8872075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 67398 members 
Entering Unmasked Estep 
Score: -8872075.000000 Penalty: 5526.377930
	Iteration 60F: 3 clusters Score -8872075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 67416 members 
Entering Unmasked Estep 
Score: -8872096.000000 Penalty: 5526.377930
	Iteration 61Q: 3 clusters Score -8872096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 67428 members 
Entering Unmasked Estep 
Score: -8872093.000000 Penalty: 5526.377930
	Iteration 62Q: 3 clusters Score -8872093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -8872103.000000 Penalty: 5526.377930
	Iteration 63Q: 3 clusters Score -8872103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -8872098.000000 Penalty: 5526.377930
	Iteration 64Q: 3 clusters Score -8872098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -8872106.000000 Penalty: 5526.377930
	Iteration 65Q: 3 clusters Score -8872106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 67458 members 
Entering Unmasked Estep 
Score: -8872105.000000 Penalty: 5526.377930
	Iteration 66Q: 3 clusters Score -8872105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -8872112.000000 Penalty: 5526.377930
	Iteration 67Q: 3 clusters Score -8872112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -8872121.000000 Penalty: 5526.377930
	Iteration 68Q: 3 clusters Score -8872121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 67481 members 
Entering Unmasked Estep 
Score: -8872120.000000 Penalty: 5526.377930
	Iteration 69Q: 3 clusters Score -8872120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 67488 members 
Entering Unmasked Estep 
Score: -8872117.000000 Penalty: 5526.377930
	Iteration 70Q: 3 clusters Score -8872117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 67498 members 
Entering Unmasked Estep 
Score: -8872129.000000 Penalty: 5526.377930
	Iteration 71Q: 3 clusters Score -8872129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -8872127.000000 Penalty: 5526.377930
	Iteration 72Q: 3 clusters Score -8872127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 67503 members 
Entering Unmasked Estep 
Score: -8872122.000000 Penalty: 5526.377930
	Iteration 73Q: 3 clusters Score -8872122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 67505 members 
Entering Unmasked Estep 
Score: -8872122.000000 Penalty: 5526.377930
	Iteration 74Q: 3 clusters Score -8872122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -8872127.000000 Penalty: 5526.377930
	Iteration 75Q: 3 clusters Score -8872127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -8872126.000000 Penalty: 5526.377930
	Iteration 76Q: 3 clusters Score -8872126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -8872126.000000 Penalty: 5526.377930
	Iteration 77F: 3 clusters Score -8872126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (109497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109497 members 
Entering Unmasked Estep 
Score: -14030093.000000 Penalty: 2877.705811
	Iteration 0F: 2 clusters Score -1.403009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -13957433.000000 Penalty: 5755.411621
	Iteration 0F: 3 clusters Score -1.395743e+07 nChanged 51956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -13987218.000000 Penalty: 5755.411621
	Iteration 1F: 3 clusters Score -1.398722e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -13988114.000000 Penalty: 5755.411621
	Iteration 2Q: 3 clusters Score -1.398811e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -13989153.000000 Penalty: 5755.411621
	Iteration 3Q: 3 clusters Score -1.398915e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -13990524.000000 Penalty: 5755.411621
	Iteration 4Q: 3 clusters Score -1.399052e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -13992513.000000 Penalty: 5755.411621
	Iteration 5Q: 3 clusters Score -1.399251e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -13995418.000000 Penalty: 5755.411621
	Iteration 6Q: 3 clusters Score -1.399542e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -13998969.000000 Penalty: 5755.411621
	Iteration 7F: 3 clusters Score -1.399897e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -14002813.000000 Penalty: 5755.411621
	Iteration 8F: 3 clusters Score -1.400281e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -14006733.000000 Penalty: 5755.411621
	Iteration 9F: 3 clusters Score -1.400673e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -14010083.000000 Penalty: 5755.411621
	Iteration 10F: 3 clusters Score -1.401008e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -14013021.000000 Penalty: 5755.411621
	Iteration 11Q: 3 clusters Score -1.401302e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85818 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -14015083.000000 Penalty: 5755.411621
	Iteration 12Q: 3 clusters Score -1.401508e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -14017020.000000 Penalty: 5755.411621
	Iteration 13Q: 3 clusters Score -1.401702e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -14018688.000000 Penalty: 5755.411621
	Iteration 14Q: 3 clusters Score -1.401869e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93772 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -14019943.000000 Penalty: 5755.411621
	Iteration 15Q: 3 clusters Score -1.401994e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95820 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -14021098.000000 Penalty: 5755.411621
	Iteration 16Q: 3 clusters Score -1.40211e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97717 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -14022010.000000 Penalty: 5755.411621
	Iteration 17Q: 3 clusters Score -1.402201e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99425 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -14023000.000000 Penalty: 5755.411621
	Iteration 18Q: 3 clusters Score -1.4023e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100966 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -14023854.000000 Penalty: 5755.411621
	Iteration 19Q: 3 clusters Score -1.402385e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102333 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -14024516.000000 Penalty: 5755.411621
	Iteration 20F: 3 clusters Score -1.402452e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103488 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -14025031.000000 Penalty: 5755.411621
	Iteration 21Q: 3 clusters Score -1.402503e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104459 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -14025512.000000 Penalty: 5755.411621
	Iteration 22Q: 3 clusters Score -1.402551e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105278 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -14025919.000000 Penalty: 5755.411621
	Iteration 23Q: 3 clusters Score -1.402592e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105917 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -14026247.000000 Penalty: 5755.411621
	Iteration 24Q: 3 clusters Score -1.402625e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106437 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -14026493.000000 Penalty: 5755.411621
	Iteration 25Q: 3 clusters Score -1.402649e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106841 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -14026684.000000 Penalty: 5755.411621
	Iteration 26Q: 3 clusters Score -1.402668e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107154 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -14026819.000000 Penalty: 5755.411621
	Iteration 27Q: 3 clusters Score -1.402682e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107424 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -14026983.000000 Penalty: 5755.411621
	Iteration 28Q: 3 clusters Score -1.402698e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107644 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -14027115.000000 Penalty: 5755.411621
	Iteration 29Q: 3 clusters Score -1.402712e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107822 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -14027177.000000 Penalty: 5755.411621
	Iteration 30Q: 3 clusters Score -1.402718e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107958 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -14027285.000000 Penalty: 5755.411621
	Iteration 31Q: 3 clusters Score -1.402728e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108052 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -14027313.000000 Penalty: 5755.411621
	Iteration 32Q: 3 clusters Score -1.402731e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108113 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -14027329.000000 Penalty: 5755.411621
	Iteration 33Q: 3 clusters Score -1.402733e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108173 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -14027357.000000 Penalty: 5755.411621
	Iteration 34Q: 3 clusters Score -1.402736e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108234 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -14027382.000000 Penalty: 5755.411621
	Iteration 35Q: 3 clusters Score -1.402738e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108287 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -14027389.000000 Penalty: 5755.411621
	Iteration 36Q: 3 clusters Score -1.402739e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108331 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -14027425.000000 Penalty: 5755.411621
	Iteration 37Q: 3 clusters Score -1.402742e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108364 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -14027447.000000 Penalty: 5755.411621
	Iteration 38Q: 3 clusters Score -1.402745e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108386 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -14027473.000000 Penalty: 5755.411621
	Iteration 39Q: 3 clusters Score -1.402747e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108410 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -14027493.000000 Penalty: 5755.411621
	Iteration 40F: 3 clusters Score -1.402749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108426 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -14027502.000000 Penalty: 5755.411621
	Iteration 41Q: 3 clusters Score -1.40275e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108445 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -14027512.000000 Penalty: 5755.411621
	Iteration 42Q: 3 clusters Score -1.402751e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108466 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -14027512.000000 Penalty: 5755.411621
	Iteration 43Q: 3 clusters Score -1.402751e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108485 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -14027528.000000 Penalty: 5755.411621
	Iteration 44Q: 3 clusters Score -1.402753e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108500 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -14027534.000000 Penalty: 5755.411621
	Iteration 45Q: 3 clusters Score -1.402753e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108511 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -14027541.000000 Penalty: 5755.411621
	Iteration 46Q: 3 clusters Score -1.402754e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108525 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -14027549.000000 Penalty: 5755.411621
	Iteration 47Q: 3 clusters Score -1.402755e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -14027564.000000 Penalty: 5755.411621
	Iteration 48Q: 3 clusters Score -1.402756e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108554 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -14027571.000000 Penalty: 5755.411621
	Iteration 49Q: 3 clusters Score -1.402757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108565 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -14027577.000000 Penalty: 5755.411621
	Iteration 50Q: 3 clusters Score -1.402758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108575 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -14027596.000000 Penalty: 5755.411621
	Iteration 51Q: 3 clusters Score -1.40276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108580 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -14027587.000000 Penalty: 5755.411621
	Iteration 52Q: 3 clusters Score -1.402759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108591 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -14027591.000000 Penalty: 5755.411621
	Iteration 53Q: 3 clusters Score -1.402759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -14027595.000000 Penalty: 5755.411621
	Iteration 54Q: 3 clusters Score -1.40276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108601 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -14027598.000000 Penalty: 5755.411621
	Iteration 55Q: 3 clusters Score -1.40276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108607 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -14027598.000000 Penalty: 5755.411621
	Iteration 56Q: 3 clusters Score -1.40276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108611 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -14027598.000000 Penalty: 5755.411621
	Iteration 57Q: 3 clusters Score -1.40276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108612 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -14027598.000000 Penalty: 5755.411621
	Iteration 58Q: 3 clusters Score -1.40276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108614 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -14027606.000000 Penalty: 5755.411621
	Iteration 59Q: 3 clusters Score -1.402761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108616 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -14027617.000000 Penalty: 5755.411621
	Iteration 60F: 3 clusters Score -1.402762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108618 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -14027611.000000 Penalty: 5755.411621
	Iteration 61Q: 3 clusters Score -1.402761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108624 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -14027615.000000 Penalty: 5755.411621
	Iteration 62Q: 3 clusters Score -1.402762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108629 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -14027605.000000 Penalty: 5755.411621
	Iteration 63Q: 3 clusters Score -1.40276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108632 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -14027606.000000 Penalty: 5755.411621
	Iteration 64Q: 3 clusters Score -1.402761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108635 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -14027615.000000 Penalty: 5755.411621
	Iteration 65Q: 3 clusters Score -1.402762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108637 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -14027612.000000 Penalty: 5755.411621
	Iteration 66Q: 3 clusters Score -1.402761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108641 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -14027614.000000 Penalty: 5755.411621
	Iteration 67Q: 3 clusters Score -1.402761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108646 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -14027622.000000 Penalty: 5755.411621
	Iteration 68Q: 3 clusters Score -1.402762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108650 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -14027621.000000 Penalty: 5755.411621
	Iteration 69Q: 3 clusters Score -1.402762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -14027625.000000 Penalty: 5755.411621
	Iteration 70Q: 3 clusters Score -1.402762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108655 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -14027628.000000 Penalty: 5755.411621
	Iteration 71Q: 3 clusters Score -1.402763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108657 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -14027629.000000 Penalty: 5755.411621
	Iteration 72Q: 3 clusters Score -1.402763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108661 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -14027639.000000 Penalty: 5755.411621
	Iteration 73Q: 3 clusters Score -1.402764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108665 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -14027640.000000 Penalty: 5755.411621
	Iteration 74Q: 3 clusters Score -1.402764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108668 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -14027639.000000 Penalty: 5755.411621
	Iteration 75Q: 3 clusters Score -1.402764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108671 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -14027643.000000 Penalty: 5755.411621
	Iteration 76Q: 3 clusters Score -1.402764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108673 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -14027640.000000 Penalty: 5755.411621
	Iteration 77Q: 3 clusters Score -1.402764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108675 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -14027645.000000 Penalty: 5755.411621
	Iteration 78Q: 3 clusters Score -1.402764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108678 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14027647.000000 Penalty: 5755.411621
	Iteration 79Q: 3 clusters Score -1.402765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108678 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14027649.000000 Penalty: 5755.411621
	Iteration 80F: 3 clusters Score -1.402765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108678 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -14027653.000000 Penalty: 5755.411621
	Iteration 81Q: 3 clusters Score -1.402765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108677 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -14027658.000000 Penalty: 5755.411621
	Iteration 82Q: 3 clusters Score -1.402766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108677 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -14027658.000000 Penalty: 5755.411621
	Iteration 83F: 3 clusters Score -1.402766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Entering Unmasked Estep 
Score: -8459469.000000 Penalty: 2754.301514
	Iteration 0F: 2 clusters Score -8459469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -8414513.000000 Penalty: 5508.603027
	Iteration 0F: 3 clusters Score -8414513 nChanged 31173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -8432122.000000 Penalty: 5508.603027
	Iteration 1F: 3 clusters Score -8432122 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -8432759.000000 Penalty: 5508.603027
	Iteration 2Q: 3 clusters Score -8432759 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -8433555.000000 Penalty: 5508.603027
	Iteration 3Q: 3 clusters Score -8433555 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -8434531.000000 Penalty: 5508.603027
	Iteration 4Q: 3 clusters Score -8434531 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -8436240.000000 Penalty: 5508.603027
	Iteration 5Q: 3 clusters Score -8436240 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -8438924.000000 Penalty: 5508.603027
	Iteration 6F: 3 clusters Score -8438924 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -8442948.000000 Penalty: 5508.603027
	Iteration 7F: 3 clusters Score -8442948 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -8447544.000000 Penalty: 5508.603027
	Iteration 8F: 3 clusters Score -8447544 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -8451990.000000 Penalty: 5508.603027
	Iteration 9F: 3 clusters Score -8451990 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -8454987.000000 Penalty: 5508.603027
	Iteration 10Q: 3 clusters Score -8454987 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -8456426.000000 Penalty: 5508.603027
	Iteration 11Q: 3 clusters Score -8456426 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -8457102.000000 Penalty: 5508.603027
	Iteration 12Q: 3 clusters Score -8457102 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -8457498.000000 Penalty: 5508.603027
	Iteration 13Q: 3 clusters Score -8457498 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -8457721.000000 Penalty: 5508.603027
	Iteration 14Q: 3 clusters Score -8457721 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -8457839.000000 Penalty: 5508.603027
	Iteration 15Q: 3 clusters Score -8457839 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -8457911.000000 Penalty: 5508.603027
	Iteration 16Q: 3 clusters Score -8457911 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -8457946.000000 Penalty: 5508.603027
	Iteration 17Q: 3 clusters Score -8457946 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -8457969.000000 Penalty: 5508.603027
	Iteration 18Q: 3 clusters Score -8457969 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -8457973.000000 Penalty: 5508.603027
	Iteration 19Q: 3 clusters Score -8457973 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -8457975.000000 Penalty: 5508.603027
	Iteration 20F: 3 clusters Score -8457975 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -8457986.000000 Penalty: 5508.603027
	Iteration 21Q: 3 clusters Score -8457986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -8458004.000000 Penalty: 5508.603027
	Iteration 22Q: 3 clusters Score -8458004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -8457993.000000 Penalty: 5508.603027
	Iteration 23Q: 3 clusters Score -8457993 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -8457995.000000 Penalty: 5508.603027
	Iteration 24Q: 3 clusters Score -8457995 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -8458009.000000 Penalty: 5508.603027
	Iteration 25Q: 3 clusters Score -8458009 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -8457987.000000 Penalty: 5508.603027
	Iteration 26Q: 3 clusters Score -8457987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -8457991.000000 Penalty: 5508.603027
	Iteration 27Q: 3 clusters Score -8457991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -8458007.000000 Penalty: 5508.603027
	Iteration 28Q: 3 clusters Score -8458007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -8458020.000000 Penalty: 5508.603027
	Iteration 29Q: 3 clusters Score -8458020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -8458022.000000 Penalty: 5508.603027
	Iteration 30Q: 3 clusters Score -8458022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -8458013.000000 Penalty: 5508.603027
	Iteration 31Q: 3 clusters Score -8458013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -8458030.000000 Penalty: 5508.603027
	Iteration 32Q: 3 clusters Score -8458030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -8458025.000000 Penalty: 5508.603027
	Iteration 33Q: 3 clusters Score -8458025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -8458020.000000 Penalty: 5508.603027
	Iteration 34Q: 3 clusters Score -8458020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -8458014.000000 Penalty: 5508.603027
	Iteration 35Q: 3 clusters Score -8458014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -8458020.000000 Penalty: 5508.603027
	Iteration 36Q: 3 clusters Score -8458020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -8458030.000000 Penalty: 5508.603027
	Iteration 37Q: 3 clusters Score -8458030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -8458028.000000 Penalty: 5508.603027
	Iteration 38Q: 3 clusters Score -8458028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -8458039.000000 Penalty: 5508.603027
	Iteration 39Q: 3 clusters Score -8458039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -8458032.000000 Penalty: 5508.603027
	Iteration 40F: 3 clusters Score -8458032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
Score: -8458036.000000 Penalty: 5508.603027
	Iteration 41Q: 3 clusters Score -8458036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -8458039.000000 Penalty: 5508.603027
	Iteration 42Q: 3 clusters Score -8458039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -8458033.000000 Penalty: 5508.603027
	Iteration 43Q: 3 clusters Score -8458033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -8458025.000000 Penalty: 5508.603027
	Iteration 44Q: 3 clusters Score -8458025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -8458030.000000 Penalty: 5508.603027
	Iteration 45Q: 3 clusters Score -8458030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -8458032.000000 Penalty: 5508.603027
	Iteration 46Q: 3 clusters Score -8458032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -8458024.000000 Penalty: 5508.603027
	Iteration 47Q: 3 clusters Score -8458024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -8458019.000000 Penalty: 5508.603027
	Iteration 48Q: 3 clusters Score -8458019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -8458028.000000 Penalty: 5508.603027
	Iteration 49Q: 3 clusters Score -8458028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -8458021.000000 Penalty: 5508.603027
	Iteration 50Q: 3 clusters Score -8458021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -8458027.000000 Penalty: 5508.603027
	Iteration 51Q: 3 clusters Score -8458027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -8458029.000000 Penalty: 5508.603027
	Iteration 52Q: 3 clusters Score -8458029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -8458029.000000 Penalty: 5508.603027
	Iteration 53Q: 3 clusters Score -8458029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -8458042.000000 Penalty: 5508.603027
	Iteration 54Q: 3 clusters Score -8458042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -8458041.000000 Penalty: 5508.603027
	Iteration 55Q: 3 clusters Score -8458041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -8458041.000000 Penalty: 5508.603027
	Iteration 56Q: 3 clusters Score -8458041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -8458025.000000 Penalty: 5508.603027
	Iteration 57Q: 3 clusters Score -8458025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -8458041.000000 Penalty: 5508.603027
	Iteration 58Q: 3 clusters Score -8458041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -8458035.000000 Penalty: 5508.603027
	Iteration 59Q: 3 clusters Score -8458035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -8458042.000000 Penalty: 5508.603027
	Iteration 60F: 3 clusters Score -8458042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -8458034.000000 Penalty: 5508.603027
	Iteration 61Q: 3 clusters Score -8458034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -8458038.000000 Penalty: 5508.603027
	Iteration 62Q: 3 clusters Score -8458038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -8458037.000000 Penalty: 5508.603027
	Iteration 63Q: 3 clusters Score -8458037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -8458032.000000 Penalty: 5508.603027
	Iteration 64Q: 3 clusters Score -8458032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -8458038.000000 Penalty: 5508.603027
	Iteration 65Q: 3 clusters Score -8458038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -8458046.000000 Penalty: 5508.603027
	Iteration 66Q: 3 clusters Score -8458046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -8458039.000000 Penalty: 5508.603027
	Iteration 67Q: 3 clusters Score -8458039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -8458046.000000 Penalty: 5508.603027
	Iteration 68Q: 3 clusters Score -8458046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -8458048.000000 Penalty: 5508.603027
	Iteration 69Q: 3 clusters Score -8458048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -8458053.000000 Penalty: 5508.603027
	Iteration 70Q: 3 clusters Score -8458053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -8458060.000000 Penalty: 5508.603027
	Iteration 71Q: 3 clusters Score -8458060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -8458063.000000 Penalty: 5508.603027
	Iteration 72Q: 3 clusters Score -8458063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -8458050.000000 Penalty: 5508.603027
	Iteration 73Q: 3 clusters Score -8458050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -8458054.000000 Penalty: 5508.603027
	Iteration 74Q: 3 clusters Score -8458054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -8458046.000000 Penalty: 5508.603027
	Iteration 75Q: 3 clusters Score -8458046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -8458044.000000 Penalty: 5508.603027
	Iteration 76Q: 3 clusters Score -8458044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -8458042.000000 Penalty: 5508.603027
	Iteration 77Q: 3 clusters Score -8458042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -8458047.000000 Penalty: 5508.603027
	Iteration 78Q: 3 clusters Score -8458047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -8458053.000000 Penalty: 5508.603027
	Iteration 79Q: 3 clusters Score -8458053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -8458070.000000 Penalty: 5508.603027
	Iteration 80F: 3 clusters Score -8458070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -8458046.000000 Penalty: 5508.603027
	Iteration 81Q: 3 clusters Score -8458046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -8458053.000000 Penalty: 5508.603027
	Iteration 82Q: 3 clusters Score -8458053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -8458051.000000 Penalty: 5508.603027
	Iteration 83Q: 3 clusters Score -8458051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -8458054.000000 Penalty: 5508.603027
	Iteration 84Q: 3 clusters Score -8458054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -8458065.000000 Penalty: 5508.603027
	Iteration 85Q: 3 clusters Score -8458065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -8458056.000000 Penalty: 5508.603027
	Iteration 86Q: 3 clusters Score -8458056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -8458055.000000 Penalty: 5508.603027
	Iteration 87Q: 3 clusters Score -8458055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -8458054.000000 Penalty: 5508.603027
	Iteration 88Q: 3 clusters Score -8458054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -8458065.000000 Penalty: 5508.603027
	Iteration 89Q: 3 clusters Score -8458065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -8458064.000000 Penalty: 5508.603027
	Iteration 90Q: 3 clusters Score -8458064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -8458059.000000 Penalty: 5508.603027
	Iteration 91Q: 3 clusters Score -8458059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -8458058.000000 Penalty: 5508.603027
	Iteration 92Q: 3 clusters Score -8458058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -8458062.000000 Penalty: 5508.603027
	Iteration 93Q: 3 clusters Score -8458062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -8458055.000000 Penalty: 5508.603027
	Iteration 94Q: 3 clusters Score -8458055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -8458055.000000 Penalty: 5508.603027
	Iteration 95Q: 3 clusters Score -8458055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -8458060.000000 Penalty: 5508.603027
	Iteration 96Q: 3 clusters Score -8458060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -8458063.000000 Penalty: 5508.603027
	Iteration 97Q: 3 clusters Score -8458063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -8458064.000000 Penalty: 5508.603027
	Iteration 98Q: 3 clusters Score -8458064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -8458058.000000 Penalty: 5508.603027
	Iteration 99Q: 3 clusters Score -8458058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -8458062.000000 Penalty: 5508.603027
	Iteration 100F: 3 clusters Score -8458062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 51934 members 
Entering Unmasked Estep 
Score: -8458064.000000 Penalty: 5508.603027
	Iteration 101Q: 3 clusters Score -8458064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -8458061.000000 Penalty: 5508.603027
	Iteration 102Q: 3 clusters Score -8458061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -8458065.000000 Penalty: 5508.603027
	Iteration 103Q: 3 clusters Score -8458065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -8458071.000000 Penalty: 5508.603027
	Iteration 104Q: 3 clusters Score -8458071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -8458073.000000 Penalty: 5508.603027
	Iteration 105Q: 3 clusters Score -8458073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -8458074.000000 Penalty: 5508.603027
	Iteration 106Q: 3 clusters Score -8458074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -8458074.000000 Penalty: 5508.603027
	Iteration 107Q: 3 clusters Score -8458074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -8458077.000000 Penalty: 5508.603027
	Iteration 108Q: 3 clusters Score -8458077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -8458071.000000 Penalty: 5508.603027
	Iteration 109Q: 3 clusters Score -8458071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -8458069.000000 Penalty: 5508.603027
	Iteration 110Q: 3 clusters Score -8458069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -8458067.000000 Penalty: 5508.603027
	Iteration 111Q: 3 clusters Score -8458067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -8458063.000000 Penalty: 5508.603027
	Iteration 112Q: 3 clusters Score -8458063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -8458063.000000 Penalty: 5508.603027
	Iteration 113Q: 3 clusters Score -8458063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -8458056.000000 Penalty: 5508.603027
	Iteration 114Q: 3 clusters Score -8458056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -8458056.000000 Penalty: 5508.603027
	Iteration 115Q: 3 clusters Score -8458056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -8458068.000000 Penalty: 5508.603027
	Iteration 116Q: 3 clusters Score -8458068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -8458064.000000 Penalty: 5508.603027
	Iteration 117Q: 3 clusters Score -8458064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -8458062.000000 Penalty: 5508.603027
	Iteration 118Q: 3 clusters Score -8458062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -8458065.000000 Penalty: 5508.603027
	Iteration 119Q: 3 clusters Score -8458065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -8458058.000000 Penalty: 5508.603027
	Iteration 120F: 3 clusters Score -8458058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -8458051.000000 Penalty: 5508.603027
	Iteration 121Q: 3 clusters Score -8458051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -8458054.000000 Penalty: 5508.603027
	Iteration 122Q: 3 clusters Score -8458054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -8458056.000000 Penalty: 5508.603027
	Iteration 123Q: 3 clusters Score -8458056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -8458057.000000 Penalty: 5508.603027
	Iteration 124Q: 3 clusters Score -8458057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -8458060.000000 Penalty: 5508.603027
	Iteration 125Q: 3 clusters Score -8458060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -8458067.000000 Penalty: 5508.603027
	Iteration 126Q: 3 clusters Score -8458067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -8458065.000000 Penalty: 5508.603027
	Iteration 127Q: 3 clusters Score -8458065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -8458067.000000 Penalty: 5508.603027
	Iteration 128Q: 3 clusters Score -8458067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -8458068.000000 Penalty: 5508.603027
	Iteration 129Q: 3 clusters Score -8458068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -8458070.000000 Penalty: 5508.603027
	Iteration 130Q: 3 clusters Score -8458070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -8458066.000000 Penalty: 5508.603027
	Iteration 131Q: 3 clusters Score -8458066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -8458060.000000 Penalty: 5508.603027
	Iteration 132Q: 3 clusters Score -8458060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -8458068.000000 Penalty: 5508.603027
	Iteration 133Q: 3 clusters Score -8458068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -8458059.000000 Penalty: 5508.603027
	Iteration 134Q: 3 clusters Score -8458059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -8458064.000000 Penalty: 5508.603027
	Iteration 135Q: 3 clusters Score -8458064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -8458060.000000 Penalty: 5508.603027
	Iteration 136Q: 3 clusters Score -8458060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -8458071.000000 Penalty: 5508.603027
	Iteration 137Q: 3 clusters Score -8458071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -8458066.000000 Penalty: 5508.603027
	Iteration 138Q: 3 clusters Score -8458066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -8458061.000000 Penalty: 5508.603027
	Iteration 139Q: 3 clusters Score -8458061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -8458070.000000 Penalty: 5508.603027
	Iteration 140F: 3 clusters Score -8458070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -8458072.000000 Penalty: 5508.603027
	Iteration 141Q: 3 clusters Score -8458072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -8458067.000000 Penalty: 5508.603027
	Iteration 142Q: 3 clusters Score -8458067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -8458061.000000 Penalty: 5508.603027
	Iteration 143Q: 3 clusters Score -8458061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -8458071.000000 Penalty: 5508.603027
	Iteration 144Q: 3 clusters Score -8458071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -8458072.000000 Penalty: 5508.603027
	Iteration 145Q: 3 clusters Score -8458072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -8458068.000000 Penalty: 5508.603027
	Iteration 146Q: 3 clusters Score -8458068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -8458070.000000 Penalty: 5508.603027
	Iteration 147Q: 3 clusters Score -8458070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -8458069.000000 Penalty: 5508.603027
	Iteration 148Q: 3 clusters Score -8458069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -8458069.000000 Penalty: 5508.603027
	Iteration 149F: 3 clusters Score -8458069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72210 members 
Entering Unmasked Estep 
Score: -8937861.000000 Penalty: 2774.458740
	Iteration 0F: 2 clusters Score -8937861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -8889594.000000 Penalty: 5548.917480
	Iteration 0F: 3 clusters Score -8889594 nChanged 33855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -8908464.000000 Penalty: 5548.917480
	Iteration 1F: 3 clusters Score -8908464 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -8908968.000000 Penalty: 5548.917480
	Iteration 2Q: 3 clusters Score -8908968 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -8909555.000000 Penalty: 5548.917480
	Iteration 3Q: 3 clusters Score -8909555 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -8910447.000000 Penalty: 5548.917480
	Iteration 4Q: 3 clusters Score -8910447 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -8911844.000000 Penalty: 5548.917480
	Iteration 5Q: 3 clusters Score -8911844 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -8914309.000000 Penalty: 5548.917480
	Iteration 6F: 3 clusters Score -8914309 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -8918648.000000 Penalty: 5548.917480
	Iteration 7F: 3 clusters Score -8918648 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -8924893.000000 Penalty: 5548.917480
	Iteration 8F: 3 clusters Score -8924893 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67403 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -8930647.000000 Penalty: 5548.917480
	Iteration 9F: 3 clusters Score -8930647 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70552 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8933893.000000 Penalty: 5548.917480
	Iteration 10Q: 3 clusters Score -8933893 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8934919.000000 Penalty: 5548.917480
	Iteration 11Q: 3 clusters Score -8934919 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8935208.000000 Penalty: 5548.917480
	Iteration 12Q: 3 clusters Score -8935208 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8935324.000000 Penalty: 5548.917480
	Iteration 13Q: 3 clusters Score -8935324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8935388.000000 Penalty: 5548.917480
	Iteration 14Q: 3 clusters Score -8935388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71996 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8935405.000000 Penalty: 5548.917480
	Iteration 15Q: 3 clusters Score -8935405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8935414.000000 Penalty: 5548.917480
	Iteration 16Q: 3 clusters Score -8935414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8935417.000000 Penalty: 5548.917480
	Iteration 17Q: 3 clusters Score -8935417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8935425.000000 Penalty: 5548.917480
	Iteration 18Q: 3 clusters Score -8935425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8935428.000000 Penalty: 5548.917480
	Iteration 19Q: 3 clusters Score -8935428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8935432.000000 Penalty: 5548.917480
	Iteration 20F: 3 clusters Score -8935432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72001 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8935431.000000 Penalty: 5548.917480
	Iteration 21Q: 3 clusters Score -8935431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72002 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8935442.000000 Penalty: 5548.917480
	Iteration 22Q: 3 clusters Score -8935442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72002 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8935439.000000 Penalty: 5548.917480
	Iteration 23Q: 3 clusters Score -8935439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72004 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8935447.000000 Penalty: 5548.917480
	Iteration 24Q: 3 clusters Score -8935447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72004 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8935447.000000 Penalty: 5548.917480
	Iteration 25F: 3 clusters Score -8935447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (167073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167073 members 
Entering Unmasked Estep 
Score: -21289786.000000 Penalty: 2982.494141
	Iteration 0F: 2 clusters Score -2.128979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83832 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -21181102.000000 Penalty: 5964.988281
	Iteration 0F: 3 clusters Score -2.11811e+07 nChanged 80011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 81652 members 
Entering Unmasked Estep 
Score: -21228204.000000 Penalty: 5964.988281
	Iteration 1F: 3 clusters Score -2.12282e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86065 members 
Mstep: Class 2 contains 81008 members 
Entering Unmasked Estep 
Score: -21229318.000000 Penalty: 5964.988281
	Iteration 2Q: 3 clusters Score -2.122932e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 80024 members 
Entering Unmasked Estep 
Score: -21230536.000000 Penalty: 5964.988281
	Iteration 3Q: 3 clusters Score -2.123054e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88647 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
Score: -21232160.000000 Penalty: 5964.988281
	Iteration 4Q: 3 clusters Score -2.123216e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91213 members 
Mstep: Class 2 contains 75860 members 
Entering Unmasked Estep 
Score: -21234344.000000 Penalty: 5964.988281
	Iteration 5Q: 3 clusters Score -2.123434e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95294 members 
Mstep: Class 2 contains 71779 members 
Entering Unmasked Estep 
Score: -21237052.000000 Penalty: 5964.988281
	Iteration 6Q: 3 clusters Score -2.123705e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101283 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -21240994.000000 Penalty: 5964.988281
	Iteration 7Q: 3 clusters Score -2.124099e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109517 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -21246362.000000 Penalty: 5964.988281
	Iteration 8F: 3 clusters Score -2.124636e+07 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119963 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -21253542.000000 Penalty: 5964.988281
	Iteration 9F: 3 clusters Score -2.125354e+07 nChanged 12105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132044 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -21262718.000000 Penalty: 5964.988281
	Iteration 10F: 3 clusters Score -2.126272e+07 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143944 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -21272052.000000 Penalty: 5964.988281
	Iteration 11F: 3 clusters Score -2.127205e+07 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153874 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -21279530.000000 Penalty: 5964.988281
	Iteration 12F: 3 clusters Score -2.127953e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160320 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -21283548.000000 Penalty: 5964.988281
	Iteration 13Q: 3 clusters Score -2.128355e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163697 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -21285498.000000 Penalty: 5964.988281
	Iteration 14Q: 3 clusters Score -2.12855e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165295 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -21286260.000000 Penalty: 5964.988281
	Iteration 15Q: 3 clusters Score -2.128626e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166005 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -21286726.000000 Penalty: 5964.988281
	Iteration 16Q: 3 clusters Score -2.128673e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166324 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -21286896.000000 Penalty: 5964.988281
	Iteration 17Q: 3 clusters Score -2.12869e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166483 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -21287004.000000 Penalty: 5964.988281
	Iteration 18Q: 3 clusters Score -2.1287e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166570 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -21287098.000000 Penalty: 5964.988281
	Iteration 19Q: 3 clusters Score -2.12871e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166610 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -21287140.000000 Penalty: 5964.988281
	Iteration 20F: 3 clusters Score -2.128714e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166637 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21287164.000000 Penalty: 5964.988281
	Iteration 21Q: 3 clusters Score -2.128716e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166659 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -21287202.000000 Penalty: 5964.988281
	Iteration 22Q: 3 clusters Score -2.12872e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166674 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -21287222.000000 Penalty: 5964.988281
	Iteration 23Q: 3 clusters Score -2.128722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166681 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -21287270.000000 Penalty: 5964.988281
	Iteration 24Q: 3 clusters Score -2.128727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166683 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -21287260.000000 Penalty: 5964.988281
	Iteration 25Q: 3 clusters Score -2.128726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166687 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -21287254.000000 Penalty: 5964.988281
	Iteration 26Q: 3 clusters Score -2.128725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166692 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -21287262.000000 Penalty: 5964.988281
	Iteration 27Q: 3 clusters Score -2.128726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166695 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -21287276.000000 Penalty: 5964.988281
	Iteration 28Q: 3 clusters Score -2.128728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166701 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -21287284.000000 Penalty: 5964.988281
	Iteration 29Q: 3 clusters Score -2.128728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166704 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -21287268.000000 Penalty: 5964.988281
	Iteration 30Q: 3 clusters Score -2.128727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166711 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -21287268.000000 Penalty: 5964.988281
	Iteration 31Q: 3 clusters Score -2.128727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166712 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -21287266.000000 Penalty: 5964.988281
	Iteration 32Q: 3 clusters Score -2.128727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166711 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -21287270.000000 Penalty: 5964.988281
	Iteration 33Q: 3 clusters Score -2.128727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166711 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -21287266.000000 Penalty: 5964.988281
	Iteration 34Q: 3 clusters Score -2.128727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166711 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -21287276.000000 Penalty: 5964.988281
	Iteration 35Q: 3 clusters Score -2.128728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166714 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -21287276.000000 Penalty: 5964.988281
	Iteration 36Q: 3 clusters Score -2.128728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166716 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -21287278.000000 Penalty: 5964.988281
	Iteration 37Q: 3 clusters Score -2.128728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166713 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21287280.000000 Penalty: 5964.988281
	Iteration 38Q: 3 clusters Score -2.128728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166713 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21287280.000000 Penalty: 5964.988281
	Iteration 39F: 3 clusters Score -2.128728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (144629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144629 members 
Entering Unmasked Estep 
Score: -18644030.000000 Penalty: 2946.718018
	Iteration 0F: 2 clusters Score -1.864403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72357 members 
Mstep: Class 2 contains 72272 members 
Entering Unmasked Estep 
Score: -18551274.000000 Penalty: 5893.436035
	Iteration 0F: 3 clusters Score -1.855127e+07 nChanged 68992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71685 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -18591398.000000 Penalty: 5893.436035
	Iteration 1F: 3 clusters Score -1.85914e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -18592444.000000 Penalty: 5893.436035
	Iteration 2Q: 3 clusters Score -1.859244e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 74791 members 
Entering Unmasked Estep 
Score: -18593794.000000 Penalty: 5893.436035
	Iteration 3Q: 3 clusters Score -1.859379e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 76436 members 
Entering Unmasked Estep 
Score: -18595492.000000 Penalty: 5893.436035
	Iteration 4Q: 3 clusters Score -1.859549e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 78755 members 
Entering Unmasked Estep 
Score: -18597964.000000 Penalty: 5893.436035
	Iteration 5Q: 3 clusters Score -1.859796e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -18601486.000000 Penalty: 5893.436035
	Iteration 6F: 3 clusters Score -1.860149e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 86518 members 
Entering Unmasked Estep 
Score: -18606308.000000 Penalty: 5893.436035
	Iteration 7F: 3 clusters Score -1.860631e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 91644 members 
Entering Unmasked Estep 
Score: -18612416.000000 Penalty: 5893.436035
	Iteration 8F: 3 clusters Score -1.861242e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 96796 members 
Entering Unmasked Estep 
Score: -18619376.000000 Penalty: 5893.436035
	Iteration 9F: 3 clusters Score -1.861938e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 101064 members 
Entering Unmasked Estep 
Score: -18625890.000000 Penalty: 5893.436035
	Iteration 10F: 3 clusters Score -1.862589e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 104013 members 
Entering Unmasked Estep 
Score: -18629328.000000 Penalty: 5893.436035
	Iteration 11Q: 3 clusters Score -1.862933e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 106166 members 
Entering Unmasked Estep 
Score: -18630824.000000 Penalty: 5893.436035
	Iteration 12Q: 3 clusters Score -1.863082e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 108023 members 
Entering Unmasked Estep 
Score: -18631490.000000 Penalty: 5893.436035
	Iteration 13Q: 3 clusters Score -1.863149e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 109765 members 
Entering Unmasked Estep 
Score: -18631974.000000 Penalty: 5893.436035
	Iteration 14Q: 3 clusters Score -1.863197e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 111486 members 
Entering Unmasked Estep 
Score: -18632416.000000 Penalty: 5893.436035
	Iteration 15Q: 3 clusters Score -1.863242e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 113191 members 
Entering Unmasked Estep 
Score: -18632720.000000 Penalty: 5893.436035
	Iteration 16Q: 3 clusters Score -1.863272e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 114840 members 
Entering Unmasked Estep 
Score: -18633204.000000 Penalty: 5893.436035
	Iteration 17Q: 3 clusters Score -1.86332e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 116507 members 
Entering Unmasked Estep 
Score: -18633598.000000 Penalty: 5893.436035
	Iteration 18Q: 3 clusters Score -1.86336e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 118215 members 
Entering Unmasked Estep 
Score: -18634086.000000 Penalty: 5893.436035
	Iteration 19Q: 3 clusters Score -1.863409e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 119950 members 
Entering Unmasked Estep 
Score: -18634452.000000 Penalty: 5893.436035
	Iteration 20F: 3 clusters Score -1.863445e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 121678 members 
Entering Unmasked Estep 
Score: -18635038.000000 Penalty: 5893.436035
	Iteration 21Q: 3 clusters Score -1.863504e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 123409 members 
Entering Unmasked Estep 
Score: -18635590.000000 Penalty: 5893.436035
	Iteration 22Q: 3 clusters Score -1.863559e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 125067 members 
Entering Unmasked Estep 
Score: -18636032.000000 Penalty: 5893.436035
	Iteration 23Q: 3 clusters Score -1.863603e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 126636 members 
Entering Unmasked Estep 
Score: -18636422.000000 Penalty: 5893.436035
	Iteration 24Q: 3 clusters Score -1.863642e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 128153 members 
Entering Unmasked Estep 
Score: -18636832.000000 Penalty: 5893.436035
	Iteration 25Q: 3 clusters Score -1.863683e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 129586 members 
Entering Unmasked Estep 
Score: -18637178.000000 Penalty: 5893.436035
	Iteration 26Q: 3 clusters Score -1.863718e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 131037 members 
Entering Unmasked Estep 
Score: -18637528.000000 Penalty: 5893.436035
	Iteration 27Q: 3 clusters Score -1.863753e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 132409 members 
Entering Unmasked Estep 
Score: -18637886.000000 Penalty: 5893.436035
	Iteration 28Q: 3 clusters Score -1.863789e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 133766 members 
Entering Unmasked Estep 
Score: -18638398.000000 Penalty: 5893.436035
	Iteration 29Q: 3 clusters Score -1.86384e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 135024 members 
Entering Unmasked Estep 
Score: -18638876.000000 Penalty: 5893.436035
	Iteration 30Q: 3 clusters Score -1.863888e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 136162 members 
Entering Unmasked Estep 
Score: -18639232.000000 Penalty: 5893.436035
	Iteration 31Q: 3 clusters Score -1.863923e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 137175 members 
Entering Unmasked Estep 
Score: -18639654.000000 Penalty: 5893.436035
	Iteration 32Q: 3 clusters Score -1.863965e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 138118 members 
Entering Unmasked Estep 
Score: -18639954.000000 Penalty: 5893.436035
	Iteration 33Q: 3 clusters Score -1.863995e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 138935 members 
Entering Unmasked Estep 
Score: -18640370.000000 Penalty: 5893.436035
	Iteration 34Q: 3 clusters Score -1.864037e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 139661 members 
Entering Unmasked Estep 
Score: -18640618.000000 Penalty: 5893.436035
	Iteration 35Q: 3 clusters Score -1.864062e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 140306 members 
Entering Unmasked Estep 
Score: -18640798.000000 Penalty: 5893.436035
	Iteration 36Q: 3 clusters Score -1.86408e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 140819 members 
Entering Unmasked Estep 
Score: -18640944.000000 Penalty: 5893.436035
	Iteration 37Q: 3 clusters Score -1.864094e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 141295 members 
Entering Unmasked Estep 
Score: -18641144.000000 Penalty: 5893.436035
	Iteration 38Q: 3 clusters Score -1.864114e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 141709 members 
Entering Unmasked Estep 
Score: -18641294.000000 Penalty: 5893.436035
	Iteration 39Q: 3 clusters Score -1.864129e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 142037 members 
Entering Unmasked Estep 
Score: -18641406.000000 Penalty: 5893.436035
	Iteration 40F: 3 clusters Score -1.864141e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 142332 members 
Entering Unmasked Estep 
Score: -18641550.000000 Penalty: 5893.436035
	Iteration 41Q: 3 clusters Score -1.864155e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 142563 members 
Entering Unmasked Estep 
Score: -18641634.000000 Penalty: 5893.436035
	Iteration 42Q: 3 clusters Score -1.864163e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 142759 members 
Entering Unmasked Estep 
Score: -18641638.000000 Penalty: 5893.436035
	Iteration 43Q: 3 clusters Score -1.864164e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 142923 members 
Entering Unmasked Estep 
Score: -18641638.000000 Penalty: 5893.436035
	Iteration 44Q: 3 clusters Score -1.864164e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 143057 members 
Entering Unmasked Estep 
Score: -18641686.000000 Penalty: 5893.436035
	Iteration 45Q: 3 clusters Score -1.864169e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 143174 members 
Entering Unmasked Estep 
Score: -18641738.000000 Penalty: 5893.436035
	Iteration 46Q: 3 clusters Score -1.864174e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 143263 members 
Entering Unmasked Estep 
Score: -18641772.000000 Penalty: 5893.436035
	Iteration 47Q: 3 clusters Score -1.864177e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 143332 members 
Entering Unmasked Estep 
Score: -18641808.000000 Penalty: 5893.436035
	Iteration 48Q: 3 clusters Score -1.864181e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 143392 members 
Entering Unmasked Estep 
Score: -18641804.000000 Penalty: 5893.436035
	Iteration 49Q: 3 clusters Score -1.86418e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 143439 members 
Entering Unmasked Estep 
Score: -18641796.000000 Penalty: 5893.436035
	Iteration 50Q: 3 clusters Score -1.86418e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 143473 members 
Entering Unmasked Estep 
Score: -18641816.000000 Penalty: 5893.436035
	Iteration 51Q: 3 clusters Score -1.864182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 143495 members 
Entering Unmasked Estep 
Score: -18641836.000000 Penalty: 5893.436035
	Iteration 52Q: 3 clusters Score -1.864184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 143513 members 
Entering Unmasked Estep 
Score: -18641846.000000 Penalty: 5893.436035
	Iteration 53Q: 3 clusters Score -1.864185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 143532 members 
Entering Unmasked Estep 
Score: -18641834.000000 Penalty: 5893.436035
	Iteration 54Q: 3 clusters Score -1.864183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 143546 members 
Entering Unmasked Estep 
Score: -18641832.000000 Penalty: 5893.436035
	Iteration 55Q: 3 clusters Score -1.864183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 143555 members 
Entering Unmasked Estep 
Score: -18641838.000000 Penalty: 5893.436035
	Iteration 56Q: 3 clusters Score -1.864184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 143571 members 
Entering Unmasked Estep 
Score: -18641834.000000 Penalty: 5893.436035
	Iteration 57Q: 3 clusters Score -1.864183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 143582 members 
Entering Unmasked Estep 
Score: -18641840.000000 Penalty: 5893.436035
	Iteration 58Q: 3 clusters Score -1.864184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 143594 members 
Entering Unmasked Estep 
Score: -18641850.000000 Penalty: 5893.436035
	Iteration 59Q: 3 clusters Score -1.864185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 143608 members 
Entering Unmasked Estep 
Score: -18641840.000000 Penalty: 5893.436035
	Iteration 60F: 3 clusters Score -1.864184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 143623 members 
Entering Unmasked Estep 
Score: -18641846.000000 Penalty: 5893.436035
	Iteration 61Q: 3 clusters Score -1.864185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 143627 members 
Entering Unmasked Estep 
Score: -18641842.000000 Penalty: 5893.436035
	Iteration 62Q: 3 clusters Score -1.864184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 143638 members 
Entering Unmasked Estep 
Score: -18641884.000000 Penalty: 5893.436035
	Iteration 63Q: 3 clusters Score -1.864188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 143652 members 
Entering Unmasked Estep 
Score: -18641888.000000 Penalty: 5893.436035
	Iteration 64Q: 3 clusters Score -1.864189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 143662 members 
Entering Unmasked Estep 
Score: -18641886.000000 Penalty: 5893.436035
	Iteration 65Q: 3 clusters Score -1.864189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 143677 members 
Entering Unmasked Estep 
Score: -18641882.000000 Penalty: 5893.436035
	Iteration 66Q: 3 clusters Score -1.864188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 143687 members 
Entering Unmasked Estep 
Score: -18641866.000000 Penalty: 5893.436035
	Iteration 67Q: 3 clusters Score -1.864187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 143695 members 
Entering Unmasked Estep 
Score: -18641880.000000 Penalty: 5893.436035
	Iteration 68Q: 3 clusters Score -1.864188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 143702 members 
Entering Unmasked Estep 
Score: -18641884.000000 Penalty: 5893.436035
	Iteration 69Q: 3 clusters Score -1.864188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 143708 members 
Entering Unmasked Estep 
Score: -18641876.000000 Penalty: 5893.436035
	Iteration 70Q: 3 clusters Score -1.864188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 143711 members 
Entering Unmasked Estep 
Score: -18641876.000000 Penalty: 5893.436035
	Iteration 71Q: 3 clusters Score -1.864188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 143712 members 
Entering Unmasked Estep 
Score: -18641878.000000 Penalty: 5893.436035
	Iteration 72Q: 3 clusters Score -1.864188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 143715 members 
Entering Unmasked Estep 
Score: -18641876.000000 Penalty: 5893.436035
	Iteration 73Q: 3 clusters Score -1.864188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 143719 members 
Entering Unmasked Estep 
Score: -18641862.000000 Penalty: 5893.436035
	Iteration 74Q: 3 clusters Score -1.864186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 143722 members 
Entering Unmasked Estep 
Score: -18641860.000000 Penalty: 5893.436035
	Iteration 75Q: 3 clusters Score -1.864186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 143724 members 
Entering Unmasked Estep 
Score: -18641860.000000 Penalty: 5893.436035
	Iteration 76Q: 3 clusters Score -1.864186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 143725 members 
Entering Unmasked Estep 
Score: -18641868.000000 Penalty: 5893.436035
	Iteration 77Q: 3 clusters Score -1.864187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 143726 members 
Entering Unmasked Estep 
Score: -18641856.000000 Penalty: 5893.436035
	Iteration 78Q: 3 clusters Score -1.864186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 143729 members 
Entering Unmasked Estep 
Score: -18641868.000000 Penalty: 5893.436035
	Iteration 79Q: 3 clusters Score -1.864187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 143730 members 
Entering Unmasked Estep 
Score: -18641864.000000 Penalty: 5893.436035
	Iteration 80F: 3 clusters Score -1.864186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 143732 members 
Entering Unmasked Estep 
Score: -18641868.000000 Penalty: 5893.436035
	Iteration 81Q: 3 clusters Score -1.864187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 143733 members 
Entering Unmasked Estep 
Score: -18641864.000000 Penalty: 5893.436035
	Iteration 82Q: 3 clusters Score -1.864186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 143733 members 
Entering Unmasked Estep 
Score: -18641864.000000 Penalty: 5893.436035
	Iteration 83F: 3 clusters Score -1.864186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Entering Unmasked Estep 
Score: -2787954.250000 Penalty: 2475.449463
	Iteration 0F: 2 clusters Score -2787954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2772780.000000 Penalty: 4950.898926
	Iteration 0F: 3 clusters Score -2772780 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2777845.000000 Penalty: 4950.898926
	Iteration 1F: 3 clusters Score -2777845 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2778243.750000 Penalty: 4950.898926
	Iteration 2F: 3 clusters Score -2778244 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2778528.750000 Penalty: 4950.898926
	Iteration 3Q: 3 clusters Score -2778529 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2778803.250000 Penalty: 4950.898926
	Iteration 4Q: 3 clusters Score -2778803 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2779066.750000 Penalty: 4950.898926
	Iteration 5Q: 3 clusters Score -2779067 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2779347.000000 Penalty: 4950.898926
	Iteration 6Q: 3 clusters Score -2779347 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2779728.750000 Penalty: 4950.898926
	Iteration 7Q: 3 clusters Score -2779729 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2780221.750000 Penalty: 4950.898926
	Iteration 8Q: 3 clusters Score -2780222 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2780916.250000 Penalty: 4950.898926
	Iteration 9F: 3 clusters Score -2780916 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2781794.750000 Penalty: 4950.898926
	Iteration 10F: 3 clusters Score -2781795 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2782834.000000 Penalty: 4950.898926
	Iteration 11F: 3 clusters Score -2782834 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2783815.500000 Penalty: 4950.898926
	Iteration 12F: 3 clusters Score -2783816 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2784526.000000 Penalty: 4950.898926
	Iteration 13Q: 3 clusters Score -2784526 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2784879.000000 Penalty: 4950.898926
	Iteration 14Q: 3 clusters Score -2784879 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2785070.000000 Penalty: 4950.898926
	Iteration 15Q: 3 clusters Score -2785070 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2785220.250000 Penalty: 4950.898926
	Iteration 16Q: 3 clusters Score -2785220 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2785326.000000 Penalty: 4950.898926
	Iteration 17Q: 3 clusters Score -2785326 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2785415.500000 Penalty: 4950.898926
	Iteration 18Q: 3 clusters Score -2785416 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2785469.000000 Penalty: 4950.898926
	Iteration 19Q: 3 clusters Score -2785469 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2785519.000000 Penalty: 4950.898926
	Iteration 20F: 3 clusters Score -2785519 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2785555.750000 Penalty: 4950.898926
	Iteration 21Q: 3 clusters Score -2785556 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2785601.000000 Penalty: 4950.898926
	Iteration 22Q: 3 clusters Score -2785601 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2785626.750000 Penalty: 4950.898926
	Iteration 23Q: 3 clusters Score -2785627 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2785662.000000 Penalty: 4950.898926
	Iteration 24Q: 3 clusters Score -2785662 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2785676.750000 Penalty: 4950.898926
	Iteration 25Q: 3 clusters Score -2785677 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2785700.000000 Penalty: 4950.898926
	Iteration 26Q: 3 clusters Score -2785700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2785724.750000 Penalty: 4950.898926
	Iteration 27Q: 3 clusters Score -2785725 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2785730.000000 Penalty: 4950.898926
	Iteration 28Q: 3 clusters Score -2785730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2785732.750000 Penalty: 4950.898926
	Iteration 29Q: 3 clusters Score -2785733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2785741.000000 Penalty: 4950.898926
	Iteration 30Q: 3 clusters Score -2785741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2785756.000000 Penalty: 4950.898926
	Iteration 31Q: 3 clusters Score -2785756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2785760.000000 Penalty: 4950.898926
	Iteration 32Q: 3 clusters Score -2785760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2785766.750000 Penalty: 4950.898926
	Iteration 33Q: 3 clusters Score -2785767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2785770.750000 Penalty: 4950.898926
	Iteration 34Q: 3 clusters Score -2785771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2785773.250000 Penalty: 4950.898926
	Iteration 35Q: 3 clusters Score -2785773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2785780.000000 Penalty: 4950.898926
	Iteration 36Q: 3 clusters Score -2785780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2785786.250000 Penalty: 4950.898926
	Iteration 37Q: 3 clusters Score -2785786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2785796.750000 Penalty: 4950.898926
	Iteration 38Q: 3 clusters Score -2785797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2785804.750000 Penalty: 4950.898926
	Iteration 39Q: 3 clusters Score -2785805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2785818.250000 Penalty: 4950.898926
	Iteration 40F: 3 clusters Score -2785818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2785825.500000 Penalty: 4950.898926
	Iteration 41Q: 3 clusters Score -2785826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2785836.250000 Penalty: 4950.898926
	Iteration 42Q: 3 clusters Score -2785836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2785844.000000 Penalty: 4950.898926
	Iteration 43Q: 3 clusters Score -2785844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2785849.000000 Penalty: 4950.898926
	Iteration 44Q: 3 clusters Score -2785849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2785859.250000 Penalty: 4950.898926
	Iteration 45Q: 3 clusters Score -2785859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2785873.000000 Penalty: 4950.898926
	Iteration 46Q: 3 clusters Score -2785873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2785885.250000 Penalty: 4950.898926
	Iteration 47Q: 3 clusters Score -2785885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2785886.500000 Penalty: 4950.898926
	Iteration 48Q: 3 clusters Score -2785886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2785891.250000 Penalty: 4950.898926
	Iteration 49Q: 3 clusters Score -2785891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2785908.000000 Penalty: 4950.898926
	Iteration 50Q: 3 clusters Score -2785908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2785905.000000 Penalty: 4950.898926
	Iteration 51Q: 3 clusters Score -2785905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2785911.500000 Penalty: 4950.898926
	Iteration 52Q: 3 clusters Score -2785912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2785915.500000 Penalty: 4950.898926
	Iteration 53Q: 3 clusters Score -2785916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2785920.500000 Penalty: 4950.898926
	Iteration 54Q: 3 clusters Score -2785920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2785930.500000 Penalty: 4950.898926
	Iteration 55Q: 3 clusters Score -2785930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2785930.000000 Penalty: 4950.898926
	Iteration 56Q: 3 clusters Score -2785930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2785937.750000 Penalty: 4950.898926
	Iteration 57Q: 3 clusters Score -2785938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2785939.000000 Penalty: 4950.898926
	Iteration 58Q: 3 clusters Score -2785939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2785940.750000 Penalty: 4950.898926
	Iteration 59Q: 3 clusters Score -2785941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2785941.750000 Penalty: 4950.898926
	Iteration 60F: 3 clusters Score -2785942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2785943.500000 Penalty: 4950.898926
	Iteration 61Q: 3 clusters Score -2785944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2785941.750000 Penalty: 4950.898926
	Iteration 62Q: 3 clusters Score -2785942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2785944.500000 Penalty: 4950.898926
	Iteration 63Q: 3 clusters Score -2785944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2785943.250000 Penalty: 4950.898926
	Iteration 64Q: 3 clusters Score -2785943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2785944.500000 Penalty: 4950.898926
	Iteration 65Q: 3 clusters Score -2785944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2785945.250000 Penalty: 4950.898926
	Iteration 66Q: 3 clusters Score -2785945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2785949.250000 Penalty: 4950.898926
	Iteration 67Q: 3 clusters Score -2785949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2785960.000000 Penalty: 4950.898926
	Iteration 68Q: 3 clusters Score -2785960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2785961.500000 Penalty: 4950.898926
	Iteration 69Q: 3 clusters Score -2785962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2785960.000000 Penalty: 4950.898926
	Iteration 70Q: 3 clusters Score -2785960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2785957.750000 Penalty: 4950.898926
	Iteration 71Q: 3 clusters Score -2785958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2785961.000000 Penalty: 4950.898926
	Iteration 72Q: 3 clusters Score -2785961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2785959.000000 Penalty: 4950.898926
	Iteration 73Q: 3 clusters Score -2785959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2785959.500000 Penalty: 4950.898926
	Iteration 74Q: 3 clusters Score -2785960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2785960.500000 Penalty: 4950.898926
	Iteration 75Q: 3 clusters Score -2785960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2785962.750000 Penalty: 4950.898926
	Iteration 76Q: 3 clusters Score -2785963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2785961.750000 Penalty: 4950.898926
	Iteration 77Q: 3 clusters Score -2785962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2785961.750000 Penalty: 4950.898926
	Iteration 78F: 3 clusters Score -2785962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Entering Unmasked Estep 
Score: -1126299.125000 Penalty: 2265.793213
	Iteration 0F: 2 clusters Score -1126299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1119120.125000 Penalty: 4531.586426
	Iteration 0F: 3 clusters Score -1119120 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1121177.750000 Penalty: 4531.586426
	Iteration 1F: 3 clusters Score -1121178 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1121512.000000 Penalty: 4531.586426
	Iteration 2F: 3 clusters Score -1121512 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1121829.625000 Penalty: 4531.586426
	Iteration 3F: 3 clusters Score -1121830 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1122099.625000 Penalty: 4531.586426
	Iteration 4F: 3 clusters Score -1122100 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1122365.625000 Penalty: 4531.586426
	Iteration 5Q: 3 clusters Score -1122366 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1122637.625000 Penalty: 4531.586426
	Iteration 6Q: 3 clusters Score -1122638 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1122909.500000 Penalty: 4531.586426
	Iteration 7Q: 3 clusters Score -1122910 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1123227.375000 Penalty: 4531.586426
	Iteration 8Q: 3 clusters Score -1123227 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1123637.875000 Penalty: 4531.586426
	Iteration 9Q: 3 clusters Score -1123638 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1124038.875000 Penalty: 4531.586426
	Iteration 10Q: 3 clusters Score -1124039 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1124386.500000 Penalty: 4531.586426
	Iteration 11Q: 3 clusters Score -1124386 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1124604.125000 Penalty: 4531.586426
	Iteration 12Q: 3 clusters Score -1124604 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1124739.125000 Penalty: 4531.586426
	Iteration 13Q: 3 clusters Score -1124739 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1124806.000000 Penalty: 4531.586426
	Iteration 14Q: 3 clusters Score -1124806 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1124845.000000 Penalty: 4531.586426
	Iteration 15Q: 3 clusters Score -1124845 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1124867.250000 Penalty: 4531.586426
	Iteration 16Q: 3 clusters Score -1124867 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1124880.500000 Penalty: 4531.586426
	Iteration 17Q: 3 clusters Score -1124880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1124890.125000 Penalty: 4531.586426
	Iteration 18Q: 3 clusters Score -1124890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1124892.875000 Penalty: 4531.586426
	Iteration 19Q: 3 clusters Score -1124893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1124905.375000 Penalty: 4531.586426
	Iteration 20F: 3 clusters Score -1124905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1124906.750000 Penalty: 4531.586426
	Iteration 21Q: 3 clusters Score -1124907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1124916.000000 Penalty: 4531.586426
	Iteration 22Q: 3 clusters Score -1124916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1124918.375000 Penalty: 4531.586426
	Iteration 23Q: 3 clusters Score -1124918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1124922.750000 Penalty: 4531.586426
	Iteration 24Q: 3 clusters Score -1124923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1124929.375000 Penalty: 4531.586426
	Iteration 25Q: 3 clusters Score -1124929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1124933.625000 Penalty: 4531.586426
	Iteration 26Q: 3 clusters Score -1124934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1124957.875000 Penalty: 4531.586426
	Iteration 27Q: 3 clusters Score -1124958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1124983.875000 Penalty: 4531.586426
	Iteration 28Q: 3 clusters Score -1124984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1125023.750000 Penalty: 4531.586426
	Iteration 29Q: 3 clusters Score -1125024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1125098.250000 Penalty: 4531.586426
	Iteration 30Q: 3 clusters Score -1125098 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1125214.375000 Penalty: 4531.586426
	Iteration 31Q: 3 clusters Score -1125214 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1125371.000000 Penalty: 4531.586426
	Iteration 32Q: 3 clusters Score -1125371 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1125579.250000 Penalty: 4531.586426
	Iteration 33Q: 3 clusters Score -1125579 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1125775.625000 Penalty: 4531.586426
	Iteration 34Q: 3 clusters Score -1125776 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1125944.625000 Penalty: 4531.586426
	Iteration 35Q: 3 clusters Score -1125945 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1126066.875000 Penalty: 4531.586426
	Iteration 36Q: 3 clusters Score -1126067 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1126125.000000 Penalty: 4531.586426
	Iteration 37Q: 3 clusters Score -1126125 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1126152.250000 Penalty: 4531.586426
	Iteration 38Q: 3 clusters Score -1126152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1126164.125000 Penalty: 4531.586426
	Iteration 39Q: 3 clusters Score -1126164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1126174.250000 Penalty: 4531.586426
	Iteration 40F: 3 clusters Score -1126174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1126179.500000 Penalty: 4531.586426
	Iteration 41Q: 3 clusters Score -1126180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1126183.125000 Penalty: 4531.586426
	Iteration 42Q: 3 clusters Score -1126183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1126186.750000 Penalty: 4531.586426
	Iteration 43Q: 3 clusters Score -1126187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1126191.125000 Penalty: 4531.586426
	Iteration 44Q: 3 clusters Score -1126191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1126189.250000 Penalty: 4531.586426
	Iteration 45Q: 3 clusters Score -1126189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1126191.125000 Penalty: 4531.586426
	Iteration 46Q: 3 clusters Score -1126191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1126193.375000 Penalty: 4531.586426
	Iteration 47Q: 3 clusters Score -1126193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1126192.750000 Penalty: 4531.586426
	Iteration 48Q: 3 clusters Score -1126193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1126191.625000 Penalty: 4531.586426
	Iteration 49Q: 3 clusters Score -1126192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1126194.375000 Penalty: 4531.586426
	Iteration 50Q: 3 clusters Score -1126194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1126195.625000 Penalty: 4531.586426
	Iteration 51Q: 3 clusters Score -1126196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1126196.375000 Penalty: 4531.586426
	Iteration 52Q: 3 clusters Score -1126196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1126196.250000 Penalty: 4531.586426
	Iteration 53Q: 3 clusters Score -1126196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1126197.125000 Penalty: 4531.586426
	Iteration 54Q: 3 clusters Score -1126197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1126198.500000 Penalty: 4531.586426
	Iteration 55Q: 3 clusters Score -1126198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1126199.750000 Penalty: 4531.586426
	Iteration 56Q: 3 clusters Score -1126200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1126202.875000 Penalty: 4531.586426
	Iteration 57Q: 3 clusters Score -1126203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1126202.875000 Penalty: 4531.586426
	Iteration 58Q: 3 clusters Score -1126203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1126203.875000 Penalty: 4531.586426
	Iteration 59Q: 3 clusters Score -1126204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1126203.375000 Penalty: 4531.586426
	Iteration 60F: 3 clusters Score -1126203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1126203.250000 Penalty: 4531.586426
	Iteration 61Q: 3 clusters Score -1126203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1126203.500000 Penalty: 4531.586426
	Iteration 62Q: 3 clusters Score -1126204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1126203.500000 Penalty: 4531.586426
	Iteration 63F: 3 clusters Score -1126204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (154322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154322 members 
Entering Unmasked Estep 
Score: -19751054.000000 Penalty: 2962.805420
	Iteration 0F: 2 clusters Score -1.975105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77742 members 
Mstep: Class 2 contains 76580 members 
Entering Unmasked Estep 
Score: -19651866.000000 Penalty: 5925.610840
	Iteration 0F: 3 clusters Score -1.965187e+07 nChanged 73813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -19695906.000000 Penalty: 5925.610840
	Iteration 1F: 3 clusters Score -1.969591e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92106 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -19698890.000000 Penalty: 5925.610840
	Iteration 2Q: 3 clusters Score -1.969889e+07 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100700 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -19704090.000000 Penalty: 5925.610840
	Iteration 3F: 3 clusters Score -1.970409e+07 nChanged 12140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112188 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -19713018.000000 Penalty: 5925.610840
	Iteration 4F: 3 clusters Score -1.971302e+07 nChanged 13333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125027 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -19724796.000000 Penalty: 5925.610840
	Iteration 5F: 3 clusters Score -1.97248e+07 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135942 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -19736088.000000 Penalty: 5925.610840
	Iteration 6F: 3 clusters Score -1.973609e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142914 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -19742878.000000 Penalty: 5925.610840
	Iteration 7Q: 3 clusters Score -1.974288e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146460 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -19746070.000000 Penalty: 5925.610840
	Iteration 8Q: 3 clusters Score -1.974607e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148252 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -19747616.000000 Penalty: 5925.610840
	Iteration 9Q: 3 clusters Score -1.974762e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149356 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -19748446.000000 Penalty: 5925.610840
	Iteration 10Q: 3 clusters Score -1.974845e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150139 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -19748784.000000 Penalty: 5925.610840
	Iteration 11Q: 3 clusters Score -1.974878e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150716 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -19748892.000000 Penalty: 5925.610840
	Iteration 12Q: 3 clusters Score -1.974889e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151162 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -19749008.000000 Penalty: 5925.610840
	Iteration 13Q: 3 clusters Score -1.974901e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151517 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -19749072.000000 Penalty: 5925.610840
	Iteration 14Q: 3 clusters Score -1.974907e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151807 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -19749060.000000 Penalty: 5925.610840
	Iteration 15Q: 3 clusters Score -1.974906e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152048 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -19749108.000000 Penalty: 5925.610840
	Iteration 16Q: 3 clusters Score -1.974911e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152242 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -19749152.000000 Penalty: 5925.610840
	Iteration 17Q: 3 clusters Score -1.974915e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152407 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -19749172.000000 Penalty: 5925.610840
	Iteration 18Q: 3 clusters Score -1.974917e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152544 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -19749198.000000 Penalty: 5925.610840
	Iteration 19Q: 3 clusters Score -1.97492e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152651 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -19749198.000000 Penalty: 5925.610840
	Iteration 20F: 3 clusters Score -1.97492e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152742 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -19749180.000000 Penalty: 5925.610840
	Iteration 21Q: 3 clusters Score -1.974918e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152824 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -19749206.000000 Penalty: 5925.610840
	Iteration 22Q: 3 clusters Score -1.974921e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152888 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -19749218.000000 Penalty: 5925.610840
	Iteration 23Q: 3 clusters Score -1.974922e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152941 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -19749224.000000 Penalty: 5925.610840
	Iteration 24Q: 3 clusters Score -1.974922e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152989 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -19749226.000000 Penalty: 5925.610840
	Iteration 25Q: 3 clusters Score -1.974923e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153017 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -19749222.000000 Penalty: 5925.610840
	Iteration 26Q: 3 clusters Score -1.974922e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153034 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -19749232.000000 Penalty: 5925.610840
	Iteration 27Q: 3 clusters Score -1.974923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153052 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -19749210.000000 Penalty: 5925.610840
	Iteration 28Q: 3 clusters Score -1.974921e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153073 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -19749192.000000 Penalty: 5925.610840
	Iteration 29Q: 3 clusters Score -1.974919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153092 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -19749196.000000 Penalty: 5925.610840
	Iteration 30Q: 3 clusters Score -1.97492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153101 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -19749198.000000 Penalty: 5925.610840
	Iteration 31Q: 3 clusters Score -1.97492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -19749194.000000 Penalty: 5925.610840
	Iteration 32Q: 3 clusters Score -1.974919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153107 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -19749202.000000 Penalty: 5925.610840
	Iteration 33Q: 3 clusters Score -1.97492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153109 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -19749200.000000 Penalty: 5925.610840
	Iteration 34Q: 3 clusters Score -1.97492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153110 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -19749206.000000 Penalty: 5925.610840
	Iteration 35Q: 3 clusters Score -1.974921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153113 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -19749210.000000 Penalty: 5925.610840
	Iteration 36Q: 3 clusters Score -1.974921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153114 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -19749208.000000 Penalty: 5925.610840
	Iteration 37Q: 3 clusters Score -1.974921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153117 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -19749200.000000 Penalty: 5925.610840
	Iteration 38Q: 3 clusters Score -1.97492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153119 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -19749204.000000 Penalty: 5925.610840
	Iteration 39Q: 3 clusters Score -1.97492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153121 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -19749208.000000 Penalty: 5925.610840
	Iteration 40F: 3 clusters Score -1.974921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153124 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -19749202.000000 Penalty: 5925.610840
	Iteration 41Q: 3 clusters Score -1.97492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153128 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -19749216.000000 Penalty: 5925.610840
	Iteration 42Q: 3 clusters Score -1.974922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153131 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -19749218.000000 Penalty: 5925.610840
	Iteration 43Q: 3 clusters Score -1.974922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153129 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -19749222.000000 Penalty: 5925.610840
	Iteration 44Q: 3 clusters Score -1.974922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153131 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -19749216.000000 Penalty: 5925.610840
	Iteration 45Q: 3 clusters Score -1.974922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153132 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -19749220.000000 Penalty: 5925.610840
	Iteration 46Q: 3 clusters Score -1.974922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153132 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -19749220.000000 Penalty: 5925.610840
	Iteration 47F: 3 clusters Score -1.974922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (164721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164721 members 
Entering Unmasked Estep 
Score: -21131066.000000 Penalty: 2978.978027
	Iteration 0F: 2 clusters Score -2.113107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -21024518.000000 Penalty: 5957.956055
	Iteration 0F: 3 clusters Score -2.102452e+07 nChanged 78777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80716 members 
Mstep: Class 2 contains 84005 members 
Entering Unmasked Estep 
Score: -21069984.000000 Penalty: 5957.956055
	Iteration 1F: 3 clusters Score -2.106998e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -21070700.000000 Penalty: 5957.956055
	Iteration 2Q: 3 clusters Score -2.10707e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78214 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -21071602.000000 Penalty: 5957.956055
	Iteration 3Q: 3 clusters Score -2.10716e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -21072818.000000 Penalty: 5957.956055
	Iteration 4Q: 3 clusters Score -2.107282e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72063 members 
Mstep: Class 2 contains 92658 members 
Entering Unmasked Estep 
Score: -21074402.000000 Penalty: 5957.956055
	Iteration 5Q: 3 clusters Score -2.10744e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66756 members 
Mstep: Class 2 contains 97965 members 
Entering Unmasked Estep 
Score: -21077180.000000 Penalty: 5957.956055
	Iteration 6Q: 3 clusters Score -2.107718e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 105405 members 
Entering Unmasked Estep 
Score: -21081696.000000 Penalty: 5957.956055
	Iteration 7F: 3 clusters Score -2.10817e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 115017 members 
Entering Unmasked Estep 
Score: -21088886.000000 Penalty: 5957.956055
	Iteration 8F: 3 clusters Score -2.108889e+07 nChanged 11489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 125988 members 
Entering Unmasked Estep 
Score: -21098190.000000 Penalty: 5957.956055
	Iteration 9F: 3 clusters Score -2.109819e+07 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 136128 members 
Entering Unmasked Estep 
Score: -21107538.000000 Penalty: 5957.956055
	Iteration 10F: 3 clusters Score -2.110754e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 144209 members 
Entering Unmasked Estep 
Score: -21114674.000000 Penalty: 5957.956055
	Iteration 11F: 3 clusters Score -2.111467e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 149900 members 
Entering Unmasked Estep 
Score: -21119520.000000 Penalty: 5957.956055
	Iteration 12Q: 3 clusters Score -2.111952e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 154129 members 
Entering Unmasked Estep 
Score: -21122784.000000 Penalty: 5957.956055
	Iteration 13Q: 3 clusters Score -2.112278e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 157264 members 
Entering Unmasked Estep 
Score: -21124800.000000 Penalty: 5957.956055
	Iteration 14Q: 3 clusters Score -2.11248e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 159626 members 
Entering Unmasked Estep 
Score: -21126030.000000 Penalty: 5957.956055
	Iteration 15Q: 3 clusters Score -2.112603e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 161333 members 
Entering Unmasked Estep 
Score: -21126930.000000 Penalty: 5957.956055
	Iteration 16Q: 3 clusters Score -2.112693e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 162472 members 
Entering Unmasked Estep 
Score: -21127602.000000 Penalty: 5957.956055
	Iteration 17Q: 3 clusters Score -2.11276e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 163221 members 
Entering Unmasked Estep 
Score: -21128078.000000 Penalty: 5957.956055
	Iteration 18Q: 3 clusters Score -2.112808e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 163661 members 
Entering Unmasked Estep 
Score: -21128266.000000 Penalty: 5957.956055
	Iteration 19Q: 3 clusters Score -2.112827e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 163889 members 
Entering Unmasked Estep 
Score: -21128312.000000 Penalty: 5957.956055
	Iteration 20F: 3 clusters Score -2.112831e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 164030 members 
Entering Unmasked Estep 
Score: -21128390.000000 Penalty: 5957.956055
	Iteration 21Q: 3 clusters Score -2.112839e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 164128 members 
Entering Unmasked Estep 
Score: -21128428.000000 Penalty: 5957.956055
	Iteration 22Q: 3 clusters Score -2.112843e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 164197 members 
Entering Unmasked Estep 
Score: -21128440.000000 Penalty: 5957.956055
	Iteration 23Q: 3 clusters Score -2.112844e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 164241 members 
Entering Unmasked Estep 
Score: -21128484.000000 Penalty: 5957.956055
	Iteration 24Q: 3 clusters Score -2.112848e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 164275 members 
Entering Unmasked Estep 
Score: -21128516.000000 Penalty: 5957.956055
	Iteration 25Q: 3 clusters Score -2.112852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 164291 members 
Entering Unmasked Estep 
Score: -21128514.000000 Penalty: 5957.956055
	Iteration 26Q: 3 clusters Score -2.112851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 164301 members 
Entering Unmasked Estep 
Score: -21128540.000000 Penalty: 5957.956055
	Iteration 27Q: 3 clusters Score -2.112854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 164310 members 
Entering Unmasked Estep 
Score: -21128542.000000 Penalty: 5957.956055
	Iteration 28Q: 3 clusters Score -2.112854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 164317 members 
Entering Unmasked Estep 
Score: -21128554.000000 Penalty: 5957.956055
	Iteration 29Q: 3 clusters Score -2.112855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 164324 members 
Entering Unmasked Estep 
Score: -21128546.000000 Penalty: 5957.956055
	Iteration 30Q: 3 clusters Score -2.112855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 164327 members 
Entering Unmasked Estep 
Score: -21128552.000000 Penalty: 5957.956055
	Iteration 31Q: 3 clusters Score -2.112855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 164327 members 
Entering Unmasked Estep 
Score: -21128552.000000 Penalty: 5957.956055
	Iteration 32F: 3 clusters Score -2.112855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -82844.085938 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -82844.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81160.851562 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -81160.85 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -81848.960938 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -81848.96 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -82229.734375 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -82229.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -82424.492188 Penalty: 3328.419434
	Iteration 3F: 3 clusters Score -82424.49 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -82556.007812 Penalty: 3328.419434
	Iteration 4F: 3 clusters Score -82556.01 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82701.062500 Penalty: 3328.419434
	Iteration 5F: 3 clusters Score -82701.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82834.843750 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -82834.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83019.226562 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -83019.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83223.742188 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -83223.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -83506.484375 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -83506.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -83748.687500 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -83748.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83839.640625 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -83839.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83850.492188 Penalty: 3328.419434
	Iteration 12Q: 3 clusters Score -83850.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83857.101562 Penalty: 3328.419434
	Iteration 13Q: 3 clusters Score -83857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83859.273438 Penalty: 3328.419434
	Iteration 14Q: 3 clusters Score -83859.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83867.656250 Penalty: 3328.419434
	Iteration 15F: 3 clusters Score -83867.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83902.218750 Penalty: 3328.419434
	Iteration 16Q: 3 clusters Score -83902.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84050.960938 Penalty: 3328.419434
	Iteration 17Q: 3 clusters Score -84050.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84290.093750 Penalty: 3328.419434
	Iteration 18Q: 3 clusters Score -84290.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84302.765625 Penalty: 3328.419434
	Iteration 19Q: 3 clusters Score -84302.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84304.984375 Penalty: 3328.419434
	Iteration 20F: 3 clusters Score -84304.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58097 members 
Mstep: Class 3 contains 69002 members 
Mstep: Class 4 contains 109497 members 
Mstep: Class 5 contains 66573 members 
Mstep: Class 6 contains 72210 members 
Mstep: Class 7 contains 167073 members 
Mstep: Class 8 contains 144629 members 
Mstep: Class 9 contains 21626 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 11 contains 154322 members 
Mstep: Class 12 contains 164721 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159752 members 
Mstep: Class 16 contains 79306 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Mstep: Class 22 contains 347 members 
Entering Unmasked Estep 
Score: -161344560.000000 Penalty: 76770.804688
Splitting cluster 13 changes total score from -161345040.000000 to -161344560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Entering Unmasked Estep 
Score: -137579.546875 Penalty: 1759.164429
	Iteration 0F: 2 clusters Score -137579.5 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 578 members 
Entering Unmasked Estep 
Score: -135561.546875 Penalty: 3518.328857
	Iteration 0F: 3 clusters Score -135561.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -136026.625000 Penalty: 3518.328857
	Iteration 1F: 3 clusters Score -136026.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136217.046875 Penalty: 3518.328857
	Iteration 2F: 3 clusters Score -136217 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -136367.140625 Penalty: 3518.328857
	Iteration 3F: 3 clusters Score -136367.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -136454.843750 Penalty: 3518.328857
	Iteration 4Q: 3 clusters Score -136454.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -136509.531250 Penalty: 3518.328857
	Iteration 5Q: 3 clusters Score -136509.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -136534.015625 Penalty: 3518.328857
	Iteration 6Q: 3 clusters Score -136534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -136550.437500 Penalty: 3518.328857
	Iteration 7Q: 3 clusters Score -136550.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -136568.343750 Penalty: 3518.328857
	Iteration 8Q: 3 clusters Score -136568.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -136584.859375 Penalty: 3518.328857
	Iteration 9Q: 3 clusters Score -136584.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -136592.593750 Penalty: 3518.328857
	Iteration 10Q: 3 clusters Score -136592.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -136595.953125 Penalty: 3518.328857
	Iteration 11Q: 3 clusters Score -136596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -136601.421875 Penalty: 3518.328857
	Iteration 12Q: 3 clusters Score -136601.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136601.781250 Penalty: 3518.328857
	Iteration 13Q: 3 clusters Score -136601.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136601.781250 Penalty: 3518.328857
	Iteration 14F: 3 clusters Score -136601.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (159752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159752 members 
Entering Unmasked Estep 
Score: -20282316.000000 Penalty: 2971.381592
	Iteration 0F: 2 clusters Score -2.028232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80042 members 
Mstep: Class 2 contains 79710 members 
Entering Unmasked Estep 
Score: -20176002.000000 Penalty: 5942.763184
	Iteration 0F: 3 clusters Score -2.0176e+07 nChanged 76447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83831 members 
Mstep: Class 2 contains 75921 members 
Entering Unmasked Estep 
Score: -20221272.000000 Penalty: 5942.763184
	Iteration 1F: 3 clusters Score -2.022127e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85667 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -20222968.000000 Penalty: 5942.763184
	Iteration 2Q: 3 clusters Score -2.022297e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88185 members 
Mstep: Class 2 contains 71567 members 
Entering Unmasked Estep 
Score: -20225500.000000 Penalty: 5942.763184
	Iteration 3Q: 3 clusters Score -2.02255e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 68537 members 
Entering Unmasked Estep 
Score: -20228830.000000 Penalty: 5942.763184
	Iteration 4Q: 3 clusters Score -2.022883e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94700 members 
Mstep: Class 2 contains 65052 members 
Entering Unmasked Estep 
Score: -20233120.000000 Penalty: 5942.763184
	Iteration 5Q: 3 clusters Score -2.023312e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98630 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -20238032.000000 Penalty: 5942.763184
	Iteration 6F: 3 clusters Score -2.023803e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 57159 members 
Entering Unmasked Estep 
Score: -20243644.000000 Penalty: 5942.763184
	Iteration 7F: 3 clusters Score -2.024364e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106092 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -20249610.000000 Penalty: 5942.763184
	Iteration 8F: 3 clusters Score -2.024961e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109001 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -20254780.000000 Penalty: 5942.763184
	Iteration 9F: 3 clusters Score -2.025478e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111386 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -20258570.000000 Penalty: 5942.763184
	Iteration 10Q: 3 clusters Score -2.025857e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113569 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -20260990.000000 Penalty: 5942.763184
	Iteration 11Q: 3 clusters Score -2.026099e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115764 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -20262534.000000 Penalty: 5942.763184
	Iteration 12Q: 3 clusters Score -2.026253e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118058 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -20263718.000000 Penalty: 5942.763184
	Iteration 13Q: 3 clusters Score -2.026372e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120490 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -20264814.000000 Penalty: 5942.763184
	Iteration 14Q: 3 clusters Score -2.026481e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123017 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -20265974.000000 Penalty: 5942.763184
	Iteration 15Q: 3 clusters Score -2.026597e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125628 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -20267228.000000 Penalty: 5942.763184
	Iteration 16Q: 3 clusters Score -2.026723e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128285 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -20268494.000000 Penalty: 5942.763184
	Iteration 17Q: 3 clusters Score -2.026849e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130969 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -20269690.000000 Penalty: 5942.763184
	Iteration 18Q: 3 clusters Score -2.026969e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133643 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -20270952.000000 Penalty: 5942.763184
	Iteration 19Q: 3 clusters Score -2.027095e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136184 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -20272166.000000 Penalty: 5942.763184
	Iteration 20F: 3 clusters Score -2.027217e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138636 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -20273318.000000 Penalty: 5942.763184
	Iteration 21Q: 3 clusters Score -2.027332e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140950 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -20274494.000000 Penalty: 5942.763184
	Iteration 22Q: 3 clusters Score -2.027449e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143045 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -20275586.000000 Penalty: 5942.763184
	Iteration 23Q: 3 clusters Score -2.027559e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144937 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -20276276.000000 Penalty: 5942.763184
	Iteration 24Q: 3 clusters Score -2.027628e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146643 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -20276946.000000 Penalty: 5942.763184
	Iteration 25Q: 3 clusters Score -2.027695e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148108 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -20277580.000000 Penalty: 5942.763184
	Iteration 26Q: 3 clusters Score -2.027758e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149375 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -20278008.000000 Penalty: 5942.763184
	Iteration 27Q: 3 clusters Score -2.027801e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150485 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -20278324.000000 Penalty: 5942.763184
	Iteration 28Q: 3 clusters Score -2.027832e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151435 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -20278500.000000 Penalty: 5942.763184
	Iteration 29Q: 3 clusters Score -2.02785e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152275 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -20278804.000000 Penalty: 5942.763184
	Iteration 30Q: 3 clusters Score -2.02788e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153019 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -20279014.000000 Penalty: 5942.763184
	Iteration 31Q: 3 clusters Score -2.027901e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153665 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -20279242.000000 Penalty: 5942.763184
	Iteration 32Q: 3 clusters Score -2.027924e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154195 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -20279372.000000 Penalty: 5942.763184
	Iteration 33Q: 3 clusters Score -2.027937e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154657 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -20279506.000000 Penalty: 5942.763184
	Iteration 34Q: 3 clusters Score -2.027951e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155043 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -20279594.000000 Penalty: 5942.763184
	Iteration 35Q: 3 clusters Score -2.027959e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155376 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -20279692.000000 Penalty: 5942.763184
	Iteration 36Q: 3 clusters Score -2.027969e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155677 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -20279752.000000 Penalty: 5942.763184
	Iteration 37Q: 3 clusters Score -2.027975e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155954 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -20279818.000000 Penalty: 5942.763184
	Iteration 38Q: 3 clusters Score -2.027982e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156190 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -20279830.000000 Penalty: 5942.763184
	Iteration 39Q: 3 clusters Score -2.027983e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156387 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -20279874.000000 Penalty: 5942.763184
	Iteration 40F: 3 clusters Score -2.027987e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156567 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -20279922.000000 Penalty: 5942.763184
	Iteration 41Q: 3 clusters Score -2.027992e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156727 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -20279940.000000 Penalty: 5942.763184
	Iteration 42Q: 3 clusters Score -2.027994e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156878 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -20279960.000000 Penalty: 5942.763184
	Iteration 43Q: 3 clusters Score -2.027996e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157013 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -20280010.000000 Penalty: 5942.763184
	Iteration 44Q: 3 clusters Score -2.028001e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157121 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -20280004.000000 Penalty: 5942.763184
	Iteration 45Q: 3 clusters Score -2.028e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157210 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -20280014.000000 Penalty: 5942.763184
	Iteration 46Q: 3 clusters Score -2.028001e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157291 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -20280048.000000 Penalty: 5942.763184
	Iteration 47Q: 3 clusters Score -2.028005e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157340 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -20280030.000000 Penalty: 5942.763184
	Iteration 48Q: 3 clusters Score -2.028003e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157396 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -20280012.000000 Penalty: 5942.763184
	Iteration 49Q: 3 clusters Score -2.028001e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157445 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -20280054.000000 Penalty: 5942.763184
	Iteration 50Q: 3 clusters Score -2.028005e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157495 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -20280082.000000 Penalty: 5942.763184
	Iteration 51Q: 3 clusters Score -2.028008e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157533 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -20280080.000000 Penalty: 5942.763184
	Iteration 52Q: 3 clusters Score -2.028008e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157570 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -20280082.000000 Penalty: 5942.763184
	Iteration 53Q: 3 clusters Score -2.028008e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157596 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -20280074.000000 Penalty: 5942.763184
	Iteration 54Q: 3 clusters Score -2.028007e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157615 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -20280082.000000 Penalty: 5942.763184
	Iteration 55Q: 3 clusters Score -2.028008e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157640 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -20280076.000000 Penalty: 5942.763184
	Iteration 56Q: 3 clusters Score -2.028008e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157659 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -20280070.000000 Penalty: 5942.763184
	Iteration 57Q: 3 clusters Score -2.028007e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157678 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -20280082.000000 Penalty: 5942.763184
	Iteration 58Q: 3 clusters Score -2.028008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157688 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -20280110.000000 Penalty: 5942.763184
	Iteration 59Q: 3 clusters Score -2.028011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157700 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -20280096.000000 Penalty: 5942.763184
	Iteration 60F: 3 clusters Score -2.02801e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157720 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -20280104.000000 Penalty: 5942.763184
	Iteration 61Q: 3 clusters Score -2.02801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157726 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -20280110.000000 Penalty: 5942.763184
	Iteration 62Q: 3 clusters Score -2.028011e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157739 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -20280132.000000 Penalty: 5942.763184
	Iteration 63Q: 3 clusters Score -2.028013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157751 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -20280138.000000 Penalty: 5942.763184
	Iteration 64Q: 3 clusters Score -2.028014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157759 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -20280146.000000 Penalty: 5942.763184
	Iteration 65Q: 3 clusters Score -2.028015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157771 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -20280168.000000 Penalty: 5942.763184
	Iteration 66Q: 3 clusters Score -2.028017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157782 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -20280160.000000 Penalty: 5942.763184
	Iteration 67Q: 3 clusters Score -2.028016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157790 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -20280152.000000 Penalty: 5942.763184
	Iteration 68Q: 3 clusters Score -2.028015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157798 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -20280158.000000 Penalty: 5942.763184
	Iteration 69Q: 3 clusters Score -2.028016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157808 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -20280184.000000 Penalty: 5942.763184
	Iteration 70Q: 3 clusters Score -2.028018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157818 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -20280186.000000 Penalty: 5942.763184
	Iteration 71Q: 3 clusters Score -2.028019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157833 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -20280164.000000 Penalty: 5942.763184
	Iteration 72Q: 3 clusters Score -2.028016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157852 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -20280148.000000 Penalty: 5942.763184
	Iteration 73Q: 3 clusters Score -2.028015e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157865 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -20280148.000000 Penalty: 5942.763184
	Iteration 74Q: 3 clusters Score -2.028015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157878 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -20280164.000000 Penalty: 5942.763184
	Iteration 75Q: 3 clusters Score -2.028016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157888 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -20280158.000000 Penalty: 5942.763184
	Iteration 76Q: 3 clusters Score -2.028016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157902 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -20280148.000000 Penalty: 5942.763184
	Iteration 77Q: 3 clusters Score -2.028015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157917 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -20280166.000000 Penalty: 5942.763184
	Iteration 78Q: 3 clusters Score -2.028017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157926 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -20280176.000000 Penalty: 5942.763184
	Iteration 79Q: 3 clusters Score -2.028018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157945 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -20280170.000000 Penalty: 5942.763184
	Iteration 80F: 3 clusters Score -2.028017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157958 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -20280172.000000 Penalty: 5942.763184
	Iteration 81Q: 3 clusters Score -2.028017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157977 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -20280176.000000 Penalty: 5942.763184
	Iteration 82Q: 3 clusters Score -2.028018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157984 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -20280198.000000 Penalty: 5942.763184
	Iteration 83Q: 3 clusters Score -2.02802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157997 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -20280194.000000 Penalty: 5942.763184
	Iteration 84Q: 3 clusters Score -2.028019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158011 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -20280204.000000 Penalty: 5942.763184
	Iteration 85Q: 3 clusters Score -2.02802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158023 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -20280206.000000 Penalty: 5942.763184
	Iteration 86Q: 3 clusters Score -2.028021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158031 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -20280196.000000 Penalty: 5942.763184
	Iteration 87Q: 3 clusters Score -2.02802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158033 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -20280186.000000 Penalty: 5942.763184
	Iteration 88Q: 3 clusters Score -2.028019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158037 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -20280172.000000 Penalty: 5942.763184
	Iteration 89Q: 3 clusters Score -2.028017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158043 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -20280174.000000 Penalty: 5942.763184
	Iteration 90Q: 3 clusters Score -2.028017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158046 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -20280184.000000 Penalty: 5942.763184
	Iteration 91Q: 3 clusters Score -2.028018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158050 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -20280194.000000 Penalty: 5942.763184
	Iteration 92Q: 3 clusters Score -2.028019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158052 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -20280200.000000 Penalty: 5942.763184
	Iteration 93Q: 3 clusters Score -2.02802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158052 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -20280200.000000 Penalty: 5942.763184
	Iteration 94F: 3 clusters Score -2.02802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79306 members 
Entering Unmasked Estep 
Score: -10048349.000000 Penalty: 2797.705078
	Iteration 0F: 2 clusters Score -1.004835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -9995490.000000 Penalty: 5595.410156
	Iteration 0F: 3 clusters Score -9995490 nChanged 37207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -10016454.000000 Penalty: 5595.410156
	Iteration 1F: 3 clusters Score -1.001645e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -10017187.000000 Penalty: 5595.410156
	Iteration 2Q: 3 clusters Score -1.001719e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -10018191.000000 Penalty: 5595.410156
	Iteration 3Q: 3 clusters Score -1.001819e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -10019478.000000 Penalty: 5595.410156
	Iteration 4Q: 3 clusters Score -1.001948e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -10021219.000000 Penalty: 5595.410156
	Iteration 5Q: 3 clusters Score -1.002122e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -10023321.000000 Penalty: 5595.410156
	Iteration 6Q: 3 clusters Score -1.002332e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -10025675.000000 Penalty: 5595.410156
	Iteration 7F: 3 clusters Score -1.002568e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -10028257.000000 Penalty: 5595.410156
	Iteration 8F: 3 clusters Score -1.002826e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -10031045.000000 Penalty: 5595.410156
	Iteration 9F: 3 clusters Score -1.003104e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 61919 members 
Entering Unmasked Estep 
Score: -10034037.000000 Penalty: 5595.410156
	Iteration 10F: 3 clusters Score -1.003404e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -10037115.000000 Penalty: 5595.410156
	Iteration 11F: 3 clusters Score -1.003712e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 69070 members 
Entering Unmasked Estep 
Score: -10039670.000000 Penalty: 5595.410156
	Iteration 12Q: 3 clusters Score -1.003967e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 71570 members 
Entering Unmasked Estep 
Score: -10041640.000000 Penalty: 5595.410156
	Iteration 13Q: 3 clusters Score -1.004164e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
Score: -10043076.000000 Penalty: 5595.410156
	Iteration 14Q: 3 clusters Score -1.004308e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 74618 members 
Entering Unmasked Estep 
Score: -10044022.000000 Penalty: 5595.410156
	Iteration 15Q: 3 clusters Score -1.004402e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -10044712.000000 Penalty: 5595.410156
	Iteration 16Q: 3 clusters Score -1.004471e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 76019 members 
Entering Unmasked Estep 
Score: -10045152.000000 Penalty: 5595.410156
	Iteration 17Q: 3 clusters Score -1.004515e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -10045419.000000 Penalty: 5595.410156
	Iteration 18Q: 3 clusters Score -1.004542e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -10045574.000000 Penalty: 5595.410156
	Iteration 19Q: 3 clusters Score -1.004557e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -10045640.000000 Penalty: 5595.410156
	Iteration 20F: 3 clusters Score -1.004564e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 77100 members 
Entering Unmasked Estep 
Score: -10045715.000000 Penalty: 5595.410156
	Iteration 21Q: 3 clusters Score -1.004572e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 77231 members 
Entering Unmasked Estep 
Score: -10045752.000000 Penalty: 5595.410156
	Iteration 22Q: 3 clusters Score -1.004575e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
Score: -10045784.000000 Penalty: 5595.410156
	Iteration 23Q: 3 clusters Score -1.004578e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 77438 members 
Entering Unmasked Estep 
Score: -10045823.000000 Penalty: 5595.410156
	Iteration 24Q: 3 clusters Score -1.004582e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -10045867.000000 Penalty: 5595.410156
	Iteration 25Q: 3 clusters Score -1.004587e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 77570 members 
Entering Unmasked Estep 
Score: -10045881.000000 Penalty: 5595.410156
	Iteration 26Q: 3 clusters Score -1.004588e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 77622 members 
Entering Unmasked Estep 
Score: -10045893.000000 Penalty: 5595.410156
	Iteration 27Q: 3 clusters Score -1.004589e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 77679 members 
Entering Unmasked Estep 
Score: -10045916.000000 Penalty: 5595.410156
	Iteration 28Q: 3 clusters Score -1.004592e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -10045937.000000 Penalty: 5595.410156
	Iteration 29Q: 3 clusters Score -1.004594e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 77757 members 
Entering Unmasked Estep 
Score: -10045952.000000 Penalty: 5595.410156
	Iteration 30Q: 3 clusters Score -1.004595e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -10045955.000000 Penalty: 5595.410156
	Iteration 31Q: 3 clusters Score -1.004596e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -10045967.000000 Penalty: 5595.410156
	Iteration 32Q: 3 clusters Score -1.004597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 77833 members 
Entering Unmasked Estep 
Score: -10045968.000000 Penalty: 5595.410156
	Iteration 33Q: 3 clusters Score -1.004597e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -10045977.000000 Penalty: 5595.410156
	Iteration 34Q: 3 clusters Score -1.004598e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 77880 members 
Entering Unmasked Estep 
Score: -10045982.000000 Penalty: 5595.410156
	Iteration 35Q: 3 clusters Score -1.004598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -10045984.000000 Penalty: 5595.410156
	Iteration 36Q: 3 clusters Score -1.004598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 77910 members 
Entering Unmasked Estep 
Score: -10045972.000000 Penalty: 5595.410156
	Iteration 37Q: 3 clusters Score -1.004597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 77927 members 
Entering Unmasked Estep 
Score: -10045978.000000 Penalty: 5595.410156
	Iteration 38Q: 3 clusters Score -1.004598e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 77953 members 
Entering Unmasked Estep 
Score: -10045982.000000 Penalty: 5595.410156
	Iteration 39Q: 3 clusters Score -1.004598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 77966 members 
Entering Unmasked Estep 
Score: -10046004.000000 Penalty: 5595.410156
	Iteration 40F: 3 clusters Score -1.0046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 77976 members 
Entering Unmasked Estep 
Score: -10046007.000000 Penalty: 5595.410156
	Iteration 41Q: 3 clusters Score -1.004601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 77983 members 
Entering Unmasked Estep 
Score: -10046007.000000 Penalty: 5595.410156
	Iteration 42Q: 3 clusters Score -1.004601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
Score: -10046016.000000 Penalty: 5595.410156
	Iteration 43Q: 3 clusters Score -1.004602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
Score: -10046019.000000 Penalty: 5595.410156
	Iteration 44Q: 3 clusters Score -1.004602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 77996 members 
Entering Unmasked Estep 
Score: -10046021.000000 Penalty: 5595.410156
	Iteration 45Q: 3 clusters Score -1.004602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 78003 members 
Entering Unmasked Estep 
Score: -10046022.000000 Penalty: 5595.410156
	Iteration 46Q: 3 clusters Score -1.004602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 78010 members 
Entering Unmasked Estep 
Score: -10046028.000000 Penalty: 5595.410156
	Iteration 47Q: 3 clusters Score -1.004603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 78020 members 
Entering Unmasked Estep 
Score: -10046005.000000 Penalty: 5595.410156
	Iteration 48Q: 3 clusters Score -1.0046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 78029 members 
Entering Unmasked Estep 
Score: -10046015.000000 Penalty: 5595.410156
	Iteration 49Q: 3 clusters Score -1.004602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -10046026.000000 Penalty: 5595.410156
	Iteration 50Q: 3 clusters Score -1.004603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 78041 members 
Entering Unmasked Estep 
Score: -10046019.000000 Penalty: 5595.410156
	Iteration 51Q: 3 clusters Score -1.004602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 78046 members 
Entering Unmasked Estep 
Score: -10046017.000000 Penalty: 5595.410156
	Iteration 52Q: 3 clusters Score -1.004602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 78050 members 
Entering Unmasked Estep 
Score: -10046025.000000 Penalty: 5595.410156
	Iteration 53Q: 3 clusters Score -1.004602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -10046025.000000 Penalty: 5595.410156
	Iteration 54Q: 3 clusters Score -1.004602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 78058 members 
Entering Unmasked Estep 
Score: -10046026.000000 Penalty: 5595.410156
	Iteration 55Q: 3 clusters Score -1.004603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 78059 members 
Entering Unmasked Estep 
Score: -10046032.000000 Penalty: 5595.410156
	Iteration 56Q: 3 clusters Score -1.004603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
Score: -10046025.000000 Penalty: 5595.410156
	Iteration 57Q: 3 clusters Score -1.004602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 78063 members 
Entering Unmasked Estep 
Score: -10046028.000000 Penalty: 5595.410156
	Iteration 58Q: 3 clusters Score -1.004603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 78064 members 
Entering Unmasked Estep 
Score: -10046028.000000 Penalty: 5595.410156
	Iteration 59Q: 3 clusters Score -1.004603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -10046021.000000 Penalty: 5595.410156
	Iteration 60F: 3 clusters Score -1.004602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -10046019.000000 Penalty: 5595.410156
	Iteration 61Q: 3 clusters Score -1.004602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -10046030.000000 Penalty: 5595.410156
	Iteration 62Q: 3 clusters Score -1.004603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 78067 members 
Entering Unmasked Estep 
Score: -10046024.000000 Penalty: 5595.410156
	Iteration 63Q: 3 clusters Score -1.004602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 78069 members 
Entering Unmasked Estep 
Score: -10046028.000000 Penalty: 5595.410156
	Iteration 64Q: 3 clusters Score -1.004603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 78072 members 
Entering Unmasked Estep 
Score: -10046031.000000 Penalty: 5595.410156
	Iteration 65Q: 3 clusters Score -1.004603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 78073 members 
Entering Unmasked Estep 
Score: -10046031.000000 Penalty: 5595.410156
	Iteration 66Q: 3 clusters Score -1.004603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 78073 members 
Entering Unmasked Estep 
Score: -10046031.000000 Penalty: 5595.410156
	Iteration 67F: 3 clusters Score -1.004603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -81088.343750 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -81088.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79399.273438 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -79399.27 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -79820.476562 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -79820.48 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80186.078125 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -80186.08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80503.117188 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -80503.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80712.367188 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -80712.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80852.171875 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -80852.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80978.164062 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -80978.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81144.398438 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -81144.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -81288.476562 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -81288.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -81376.679688 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -81376.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -81385.578125 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -81385.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81390.664062 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -81390.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81395.968750 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -81395.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81403.218750 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -81403.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -81406.507812 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -81406.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81409.632812 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -81409.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -81411.734375 Penalty: 3312.457520
	Iteration 16Q: 3 clusters Score -81411.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -81411.734375 Penalty: 3312.457520
	Iteration 17F: 3 clusters Score -81411.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58097 members 
Mstep: Class 3 contains 69002 members 
Mstep: Class 4 contains 109497 members 
Mstep: Class 5 contains 66573 members 
Mstep: Class 6 contains 72210 members 
Mstep: Class 7 contains 167073 members 
Mstep: Class 8 contains 144629 members 
Mstep: Class 9 contains 21626 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 11 contains 154322 members 
Mstep: Class 12 contains 164721 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159752 members 
Mstep: Class 16 contains 79306 members 
Mstep: Class 17 contains 354 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Mstep: Class 22 contains 441 members 
Entering Unmasked Estep 
Score: -161343648.000000 Penalty: 76770.804688
Splitting cluster 17 changes total score from -161345040.000000 to -161343648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Entering Unmasked Estep 
Score: -251022.078125 Penalty: 1887.614258
	Iteration 0F: 2 clusters Score -251022.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -248361.796875 Penalty: 3775.228516
	Iteration 0F: 3 clusters Score -248361.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -248825.640625 Penalty: 3775.228516
	Iteration 1F: 3 clusters Score -248825.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -248965.296875 Penalty: 3775.228516
	Iteration 2F: 3 clusters Score -248965.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -249049.562500 Penalty: 3775.228516
	Iteration 3Q: 3 clusters Score -249049.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -249116.156250 Penalty: 3775.228516
	Iteration 4Q: 3 clusters Score -249116.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -249155.703125 Penalty: 3775.228516
	Iteration 5Q: 3 clusters Score -249155.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -249197.578125 Penalty: 3775.228516
	Iteration 6Q: 3 clusters Score -249197.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -249240.734375 Penalty: 3775.228516
	Iteration 7Q: 3 clusters Score -249240.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -249266.546875 Penalty: 3775.228516
	Iteration 8Q: 3 clusters Score -249266.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -249296.781250 Penalty: 3775.228516
	Iteration 9Q: 3 clusters Score -249296.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -249320.625000 Penalty: 3775.228516
	Iteration 10Q: 3 clusters Score -249320.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -249339.328125 Penalty: 3775.228516
	Iteration 11Q: 3 clusters Score -249339.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -249350.828125 Penalty: 3775.228516
	Iteration 12Q: 3 clusters Score -249350.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -249360.421875 Penalty: 3775.228516
	Iteration 13Q: 3 clusters Score -249360.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -249371.453125 Penalty: 3775.228516
	Iteration 14Q: 3 clusters Score -249371.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -249387.203125 Penalty: 3775.228516
	Iteration 15Q: 3 clusters Score -249387.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -249412.796875 Penalty: 3775.228516
	Iteration 16Q: 3 clusters Score -249412.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -249435.453125 Penalty: 3775.228516
	Iteration 17Q: 3 clusters Score -249435.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -249467.734375 Penalty: 3775.228516
	Iteration 18Q: 3 clusters Score -249467.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -249495.718750 Penalty: 3775.228516
	Iteration 19Q: 3 clusters Score -249495.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -249533.421875 Penalty: 3775.228516
	Iteration 20F: 3 clusters Score -249533.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -249561.250000 Penalty: 3775.228516
	Iteration 21Q: 3 clusters Score -249561.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -249591.578125 Penalty: 3775.228516
	Iteration 22Q: 3 clusters Score -249591.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -249627.625000 Penalty: 3775.228516
	Iteration 23Q: 3 clusters Score -249627.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -249664.484375 Penalty: 3775.228516
	Iteration 24Q: 3 clusters Score -249664.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -249705.531250 Penalty: 3775.228516
	Iteration 25Q: 3 clusters Score -249705.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -249738.406250 Penalty: 3775.228516
	Iteration 26Q: 3 clusters Score -249738.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -249781.437500 Penalty: 3775.228516
	Iteration 27Q: 3 clusters Score -249781.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -249819.546875 Penalty: 3775.228516
	Iteration 28Q: 3 clusters Score -249819.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -249844.218750 Penalty: 3775.228516
	Iteration 29Q: 3 clusters Score -249844.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -249864.437500 Penalty: 3775.228516
	Iteration 30Q: 3 clusters Score -249864.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -249879.468750 Penalty: 3775.228516
	Iteration 31Q: 3 clusters Score -249879.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -249898.593750 Penalty: 3775.228516
	Iteration 32Q: 3 clusters Score -249898.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -249923.890625 Penalty: 3775.228516
	Iteration 33Q: 3 clusters Score -249923.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -249944.328125 Penalty: 3775.228516
	Iteration 34Q: 3 clusters Score -249944.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -249962.343750 Penalty: 3775.228516
	Iteration 35Q: 3 clusters Score -249962.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -249977.078125 Penalty: 3775.228516
	Iteration 36Q: 3 clusters Score -249977.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -249992.312500 Penalty: 3775.228516
	Iteration 37Q: 3 clusters Score -249992.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -250005.484375 Penalty: 3775.228516
	Iteration 38Q: 3 clusters Score -250005.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -250016.140625 Penalty: 3775.228516
	Iteration 39Q: 3 clusters Score -250016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -250019.843750 Penalty: 3775.228516
	Iteration 40F: 3 clusters Score -250019.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -250023.312500 Penalty: 3775.228516
	Iteration 41Q: 3 clusters Score -250023.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -250028.625000 Penalty: 3775.228516
	Iteration 42Q: 3 clusters Score -250028.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -250033.843750 Penalty: 3775.228516
	Iteration 43Q: 3 clusters Score -250033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -250035.093750 Penalty: 3775.228516
	Iteration 44Q: 3 clusters Score -250035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -250036.984375 Penalty: 3775.228516
	Iteration 45Q: 3 clusters Score -250037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -250038.953125 Penalty: 3775.228516
	Iteration 46Q: 3 clusters Score -250039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -250039.406250 Penalty: 3775.228516
	Iteration 47Q: 3 clusters Score -250039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -250039.640625 Penalty: 3775.228516
	Iteration 48Q: 3 clusters Score -250039.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -250039.640625 Penalty: 3775.228516
	Iteration 49F: 3 clusters Score -250039.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Entering Unmasked Estep 
Score: -796068.437500 Penalty: 2181.304199
	Iteration 0F: 2 clusters Score -796068.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -790600.250000 Penalty: 4362.608398
	Iteration 0F: 3 clusters Score -790600.2 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -792159.250000 Penalty: 4362.608398
	Iteration 1F: 3 clusters Score -792159.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -792672.125000 Penalty: 4362.608398
	Iteration 2F: 3 clusters Score -792672.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -793110.937500 Penalty: 4362.608398
	Iteration 3F: 3 clusters Score -793110.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -793511.625000 Penalty: 4362.608398
	Iteration 4F: 3 clusters Score -793511.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -793833.375000 Penalty: 4362.608398
	Iteration 5F: 3 clusters Score -793833.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -794091.250000 Penalty: 4362.608398
	Iteration 6F: 3 clusters Score -794091.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -794271.250000 Penalty: 4362.608398
	Iteration 7Q: 3 clusters Score -794271.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -794381.437500 Penalty: 4362.608398
	Iteration 8Q: 3 clusters Score -794381.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -794464.812500 Penalty: 4362.608398
	Iteration 9Q: 3 clusters Score -794464.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -794528.812500 Penalty: 4362.608398
	Iteration 10Q: 3 clusters Score -794528.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -794574.125000 Penalty: 4362.608398
	Iteration 11Q: 3 clusters Score -794574.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -794598.500000 Penalty: 4362.608398
	Iteration 12Q: 3 clusters Score -794598.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -794623.562500 Penalty: 4362.608398
	Iteration 13Q: 3 clusters Score -794623.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -794650.125000 Penalty: 4362.608398
	Iteration 14Q: 3 clusters Score -794650.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -794665.062500 Penalty: 4362.608398
	Iteration 15Q: 3 clusters Score -794665.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -794674.875000 Penalty: 4362.608398
	Iteration 16Q: 3 clusters Score -794674.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -794683.375000 Penalty: 4362.608398
	Iteration 17Q: 3 clusters Score -794683.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -794690.125000 Penalty: 4362.608398
	Iteration 18Q: 3 clusters Score -794690.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -794697.125000 Penalty: 4362.608398
	Iteration 19Q: 3 clusters Score -794697.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -794704.000000 Penalty: 4362.608398
	Iteration 20F: 3 clusters Score -794704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -794709.562500 Penalty: 4362.608398
	Iteration 21Q: 3 clusters Score -794709.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -794714.312500 Penalty: 4362.608398
	Iteration 22Q: 3 clusters Score -794714.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -794717.625000 Penalty: 4362.608398
	Iteration 23Q: 3 clusters Score -794717.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -794717.312500 Penalty: 4362.608398
	Iteration 24Q: 3 clusters Score -794717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -794717.250000 Penalty: 4362.608398
	Iteration 25Q: 3 clusters Score -794717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -794717.437500 Penalty: 4362.608398
	Iteration 26Q: 3 clusters Score -794717.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -794717.437500 Penalty: 4362.608398
	Iteration 27F: 3 clusters Score -794717.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -62666.695312 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -62666.7 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 327 members 
Entering Unmasked Estep 
Score: -61031.730469 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -61031.73 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61407.964844 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -61407.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -61714.941406 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -61714.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -61925.277344 Penalty: 3193.917725
	Iteration 3F: 3 clusters Score -61925.28 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -62179.593750 Penalty: 3193.917725
	Iteration 4F: 3 clusters Score -62179.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -62352.230469 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -62352.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -62599.136719 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -62599.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -62794.246094 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -62794.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -62862.636719 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -62862.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -62900.535156 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -62900.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -62913.292969 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -62913.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -62913.621094 Penalty: 3193.917725
	Iteration 11F: 3 clusters Score -62913.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -62922.839844 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -62922.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -62933.906250 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -62933.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -62933.906250 Penalty: 3193.917725
	Iteration 14F: 3 clusters Score -62933.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58097 members 
Mstep: Class 3 contains 69002 members 
Mstep: Class 4 contains 109497 members 
Mstep: Class 5 contains 66573 members 
Mstep: Class 6 contains 72210 members 
Mstep: Class 7 contains 167073 members 
Mstep: Class 8 contains 144629 members 
Mstep: Class 9 contains 21626 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 11 contains 154322 members 
Mstep: Class 12 contains 164721 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159752 members 
Mstep: Class 16 contains 79306 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 2123 members 
Mstep: Class 22 contains 425 members 
Entering Unmasked Estep 
Score: -161343456.000000 Penalty: 76770.804688
Splitting cluster 20 changes total score from -161345040.000000 to -161343456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -265532.250000 Penalty: 1899.825195
	Iteration 0F: 2 clusters Score -265532.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -262824.281250 Penalty: 3799.650391
	Iteration 0F: 3 clusters Score -262824.3 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -263321.875000 Penalty: 3799.650391
	Iteration 1F: 3 clusters Score -263321.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -263444.812500 Penalty: 3799.650391
	Iteration 2F: 3 clusters Score -263444.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -263515.968750 Penalty: 3799.650391
	Iteration 3Q: 3 clusters Score -263516 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -263570.343750 Penalty: 3799.650391
	Iteration 4Q: 3 clusters Score -263570.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -263606.343750 Penalty: 3799.650391
	Iteration 5Q: 3 clusters Score -263606.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -263631.843750 Penalty: 3799.650391
	Iteration 6Q: 3 clusters Score -263631.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -263647.875000 Penalty: 3799.650391
	Iteration 7Q: 3 clusters Score -263647.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -263654.906250 Penalty: 3799.650391
	Iteration 8Q: 3 clusters Score -263654.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -263662.625000 Penalty: 3799.650391
	Iteration 9Q: 3 clusters Score -263662.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -263668.187500 Penalty: 3799.650391
	Iteration 10Q: 3 clusters Score -263668.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -263671.531250 Penalty: 3799.650391
	Iteration 11Q: 3 clusters Score -263671.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -263675.500000 Penalty: 3799.650391
	Iteration 12Q: 3 clusters Score -263675.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -263680.125000 Penalty: 3799.650391
	Iteration 13Q: 3 clusters Score -263680.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -263683.250000 Penalty: 3799.650391
	Iteration 14Q: 3 clusters Score -263683.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -263683.250000 Penalty: 3799.650391
	Iteration 15F: 3 clusters Score -263683.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58097 members 
Mstep: Class 3 contains 69002 members 
Mstep: Class 4 contains 109497 members 
Mstep: Class 5 contains 66573 members 
Mstep: Class 6 contains 72210 members 
Mstep: Class 7 contains 167073 members 
Mstep: Class 8 contains 144629 members 
Mstep: Class 9 contains 21626 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 11 contains 154322 members 
Mstep: Class 12 contains 164721 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159752 members 
Mstep: Class 16 contains 79306 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345024.000000 Penalty: 73281.218750
Iteration 439Q: 22 clusters Score -1.61345e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58090 members 
Mstep: Class 3 contains 68999 members 
Mstep: Class 4 contains 109494 members 
Mstep: Class 5 contains 66594 members 
Mstep: Class 6 contains 72215 members 
Mstep: Class 7 contains 167075 members 
Mstep: Class 8 contains 144619 members 
Mstep: Class 9 contains 21623 members 
Mstep: Class 10 contains 9285 members 
Mstep: Class 11 contains 154322 members 
Mstep: Class 12 contains 164714 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159760 members 
Mstep: Class 16 contains 79304 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345024.000000 Penalty: 73281.218750
Iteration 440F: 22 clusters Score -1.61345e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58076 members 
Mstep: Class 3 contains 68993 members 
Mstep: Class 4 contains 109497 members 
Mstep: Class 5 contains 66611 members 
Mstep: Class 6 contains 72221 members 
Mstep: Class 7 contains 167071 members 
Mstep: Class 8 contains 144620 members 
Mstep: Class 9 contains 21621 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 11 contains 154313 members 
Mstep: Class 12 contains 164715 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159772 members 
Mstep: Class 16 contains 79298 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344896.000000 Penalty: 73281.218750
Iteration 441Q: 22 clusters Score -1.613449e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58058 members 
Mstep: Class 3 contains 68988 members 
Mstep: Class 4 contains 109506 members 
Mstep: Class 5 contains 66627 members 
Mstep: Class 6 contains 72223 members 
Mstep: Class 7 contains 167083 members 
Mstep: Class 8 contains 144612 members 
Mstep: Class 9 contains 21620 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 11 contains 154307 members 
Mstep: Class 12 contains 164707 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159781 members 
Mstep: Class 16 contains 79296 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344912.000000 Penalty: 73281.218750
Iteration 442Q: 22 clusters Score -1.613449e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58041 members 
Mstep: Class 3 contains 68984 members 
Mstep: Class 4 contains 109511 members 
Mstep: Class 5 contains 66646 members 
Mstep: Class 6 contains 72225 members 
Mstep: Class 7 contains 167085 members 
Mstep: Class 8 contains 144606 members 
Mstep: Class 9 contains 21618 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 11 contains 154297 members 
Mstep: Class 12 contains 164699 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159801 members 
Mstep: Class 16 contains 79295 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344912.000000 Penalty: 73281.218750
Iteration 443Q: 22 clusters Score -1.613449e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58029 members 
Mstep: Class 3 contains 68984 members 
Mstep: Class 4 contains 109512 members 
Mstep: Class 5 contains 66660 members 
Mstep: Class 6 contains 72222 members 
Mstep: Class 7 contains 167092 members 
Mstep: Class 8 contains 144599 members 
Mstep: Class 9 contains 21615 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 11 contains 154301 members 
Mstep: Class 12 contains 164695 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159806 members 
Mstep: Class 16 contains 79293 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345104.000000 Penalty: 73281.218750
Iteration 444Q: 22 clusters Score -1.613451e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58017 members 
Mstep: Class 3 contains 68984 members 
Mstep: Class 4 contains 109516 members 
Mstep: Class 5 contains 66682 members 
Mstep: Class 6 contains 72220 members 
Mstep: Class 7 contains 167090 members 
Mstep: Class 8 contains 144592 members 
Mstep: Class 9 contains 21610 members 
Mstep: Class 10 contains 9287 members 
Mstep: Class 11 contains 154294 members 
Mstep: Class 12 contains 164700 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159813 members 
Mstep: Class 16 contains 79289 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345040.000000 Penalty: 73281.218750
Iteration 445Q: 22 clusters Score -1.61345e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58007 members 
Mstep: Class 3 contains 68982 members 
Mstep: Class 4 contains 109514 members 
Mstep: Class 5 contains 66701 members 
Mstep: Class 6 contains 72219 members 
Mstep: Class 7 contains 167085 members 
Mstep: Class 8 contains 144588 members 
Mstep: Class 9 contains 21608 members 
Mstep: Class 10 contains 9288 members 
Mstep: Class 11 contains 154295 members 
Mstep: Class 12 contains 164702 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159817 members 
Mstep: Class 16 contains 79288 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345136.000000 Penalty: 73281.218750
Iteration 446Q: 22 clusters Score -1.613451e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57995 members 
Mstep: Class 3 contains 68979 members 
Mstep: Class 4 contains 109515 members 
Mstep: Class 5 contains 66718 members 
Mstep: Class 6 contains 72220 members 
Mstep: Class 7 contains 167079 members 
Mstep: Class 8 contains 144585 members 
Mstep: Class 9 contains 21607 members 
Mstep: Class 10 contains 9289 members 
Mstep: Class 11 contains 154299 members 
Mstep: Class 12 contains 164703 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159816 members 
Mstep: Class 16 contains 79289 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345168.000000 Penalty: 73281.218750
Iteration 447Q: 22 clusters Score -1.613452e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57987 members 
Mstep: Class 3 contains 68978 members 
Mstep: Class 4 contains 109516 members 
Mstep: Class 5 contains 66740 members 
Mstep: Class 6 contains 72223 members 
Mstep: Class 7 contains 167068 members 
Mstep: Class 8 contains 144577 members 
Mstep: Class 9 contains 21606 members 
Mstep: Class 10 contains 9290 members 
Mstep: Class 11 contains 154292 members 
Mstep: Class 12 contains 164705 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159823 members 
Mstep: Class 16 contains 79289 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345168.000000 Penalty: 73281.218750
Iteration 448Q: 22 clusters Score -1.613452e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57982 members 
Mstep: Class 3 contains 68974 members 
Mstep: Class 4 contains 109522 members 
Mstep: Class 5 contains 66759 members 
Mstep: Class 6 contains 72227 members 
Mstep: Class 7 contains 167065 members 
Mstep: Class 8 contains 144565 members 
Mstep: Class 9 contains 21607 members 
Mstep: Class 10 contains 9289 members 
Mstep: Class 11 contains 154289 members 
Mstep: Class 12 contains 164696 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159829 members 
Mstep: Class 16 contains 79290 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345200.000000 Penalty: 73281.218750
Iteration 449Q: 22 clusters Score -1.613452e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57977 members 
Mstep: Class 3 contains 68970 members 
Mstep: Class 4 contains 109529 members 
Mstep: Class 5 contains 66778 members 
Mstep: Class 6 contains 72227 members 
Mstep: Class 7 contains 167059 members 
Mstep: Class 8 contains 144561 members 
Mstep: Class 9 contains 21605 members 
Mstep: Class 10 contains 9289 members 
Mstep: Class 11 contains 154284 members 
Mstep: Class 12 contains 164693 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159833 members 
Mstep: Class 16 contains 79289 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345232.000000 Penalty: 73281.218750
Iteration 450Q: 22 clusters Score -1.613452e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57969 members 
Mstep: Class 3 contains 68965 members 
Mstep: Class 4 contains 109532 members 
Mstep: Class 5 contains 66793 members 
Mstep: Class 6 contains 72226 members 
Mstep: Class 7 contains 167061 members 
Mstep: Class 8 contains 144551 members 
Mstep: Class 9 contains 21604 members 
Mstep: Class 10 contains 9289 members 
Mstep: Class 11 contains 154276 members 
Mstep: Class 12 contains 164703 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159836 members 
Mstep: Class 16 contains 79289 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345216.000000 Penalty: 73281.218750
Iteration 451Q: 22 clusters Score -1.613452e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57962 members 
Mstep: Class 3 contains 68962 members 
Mstep: Class 4 contains 109536 members 
Mstep: Class 5 contains 66805 members 
Mstep: Class 6 contains 72225 members 
Mstep: Class 7 contains 167059 members 
Mstep: Class 8 contains 144547 members 
Mstep: Class 9 contains 21604 members 
Mstep: Class 10 contains 9289 members 
Mstep: Class 11 contains 154273 members 
Mstep: Class 12 contains 164709 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159836 members 
Mstep: Class 16 contains 79287 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345088.000000 Penalty: 73281.218750
Iteration 452Q: 22 clusters Score -1.613451e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57949 members 
Mstep: Class 3 contains 68961 members 
Mstep: Class 4 contains 109539 members 
Mstep: Class 5 contains 66809 members 
Mstep: Class 6 contains 72227 members 
Mstep: Class 7 contains 167062 members 
Mstep: Class 8 contains 144542 members 
Mstep: Class 9 contains 21602 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 154275 members 
Mstep: Class 12 contains 164715 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159837 members 
Mstep: Class 16 contains 79285 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345056.000000 Penalty: 73281.218750
Iteration 453Q: 22 clusters Score -1.613451e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57942 members 
Mstep: Class 3 contains 68961 members 
Mstep: Class 4 contains 109537 members 
Mstep: Class 5 contains 66810 members 
Mstep: Class 6 contains 72228 members 
Mstep: Class 7 contains 167077 members 
Mstep: Class 8 contains 144535 members 
Mstep: Class 9 contains 21603 members 
Mstep: Class 10 contains 9292 members 
Mstep: Class 11 contains 154277 members 
Mstep: Class 12 contains 164705 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159840 members 
Mstep: Class 16 contains 79287 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345136.000000 Penalty: 73281.218750
Iteration 454Q: 22 clusters Score -1.613451e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57938 members 
Mstep: Class 3 contains 68958 members 
Mstep: Class 4 contains 109546 members 
Mstep: Class 5 contains 66814 members 
Mstep: Class 6 contains 72228 members 
Mstep: Class 7 contains 167091 members 
Mstep: Class 8 contains 144530 members 
Mstep: Class 9 contains 21602 members 
Mstep: Class 10 contains 9290 members 
Mstep: Class 11 contains 154275 members 
Mstep: Class 12 contains 164691 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159841 members 
Mstep: Class 16 contains 79290 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6605 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344992.000000 Penalty: 73281.218750
Iteration 455Q: 22 clusters Score -1.61345e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57935 members 
Mstep: Class 3 contains 68957 members 
Mstep: Class 4 contains 109547 members 
Mstep: Class 5 contains 66815 members 
Mstep: Class 6 contains 72229 members 
Mstep: Class 7 contains 167103 members 
Mstep: Class 8 contains 144529 members 
Mstep: Class 9 contains 21601 members 
Mstep: Class 10 contains 9290 members 
Mstep: Class 11 contains 154277 members 
Mstep: Class 12 contains 164677 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159844 members 
Mstep: Class 16 contains 79291 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345120.000000 Penalty: 73281.218750
Iteration 456Q: 22 clusters Score -1.613451e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57931 members 
Mstep: Class 3 contains 68956 members 
Mstep: Class 4 contains 109548 members 
Mstep: Class 5 contains 66816 members 
Mstep: Class 6 contains 72231 members 
Mstep: Class 7 contains 167117 members 
Mstep: Class 8 contains 144529 members 
Mstep: Class 9 contains 21600 members 
Mstep: Class 10 contains 9290 members 
Mstep: Class 11 contains 154278 members 
Mstep: Class 12 contains 164668 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 159841 members 
Mstep: Class 16 contains 79291 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345104.000000 Penalty: 73281.218750
Iteration 457Q: 22 clusters Score -1.613451e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57926 members 
Mstep: Class 3 contains 68955 members 
Mstep: Class 4 contains 109552 members 
Mstep: Class 5 contains 66817 members 
Mstep: Class 6 contains 72232 members 
Mstep: Class 7 contains 167126 members 
Mstep: Class 8 contains 144531 members 
Mstep: Class 9 contains 21599 members 
Mstep: Class 10 contains 9290 members 
Mstep: Class 11 contains 154274 members 
Mstep: Class 12 contains 164670 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 159834 members 
Mstep: Class 16 contains 79290 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345120.000000 Penalty: 73281.218750
Iteration 458Q: 22 clusters Score -1.613451e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57927 members 
Mstep: Class 3 contains 68954 members 
Mstep: Class 4 contains 109553 members 
Mstep: Class 5 contains 66819 members 
Mstep: Class 6 contains 72233 members 
Mstep: Class 7 contains 167135 members 
Mstep: Class 8 contains 144537 members 
Mstep: Class 9 contains 21595 members 
Mstep: Class 10 contains 9290 members 
Mstep: Class 11 contains 154273 members 
Mstep: Class 12 contains 164656 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159834 members 
Mstep: Class 16 contains 79290 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345104.000000 Penalty: 73281.218750
Iteration 459Q: 22 clusters Score -1.613451e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57923 members 
Mstep: Class 3 contains 68951 members 
Mstep: Class 4 contains 109556 members 
Mstep: Class 5 contains 66815 members 
Mstep: Class 6 contains 72236 members 
Mstep: Class 7 contains 167147 members 
Mstep: Class 8 contains 144539 members 
Mstep: Class 9 contains 21594 members 
Mstep: Class 10 contains 9290 members 
Mstep: Class 11 contains 154269 members 
Mstep: Class 12 contains 164650 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159836 members 
Mstep: Class 16 contains 79290 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345152.000000 Penalty: 73281.218750
Iteration 460F: 22 clusters Score -1.613452e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57922 members 
Mstep: Class 3 contains 68947 members 
Mstep: Class 4 contains 109556 members 
Mstep: Class 5 contains 66817 members 
Mstep: Class 6 contains 72238 members 
Mstep: Class 7 contains 167159 members 
Mstep: Class 8 contains 144536 members 
Mstep: Class 9 contains 21594 members 
Mstep: Class 10 contains 9290 members 
Mstep: Class 11 contains 154266 members 
Mstep: Class 12 contains 164646 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159838 members 
Mstep: Class 16 contains 79287 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345120.000000 Penalty: 73281.218750
Iteration 461Q: 22 clusters Score -1.613451e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57919 members 
Mstep: Class 3 contains 68943 members 
Mstep: Class 4 contains 109557 members 
Mstep: Class 5 contains 66819 members 
Mstep: Class 6 contains 72241 members 
Mstep: Class 7 contains 167174 members 
Mstep: Class 8 contains 144536 members 
Mstep: Class 9 contains 21595 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 154261 members 
Mstep: Class 12 contains 164636 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159837 members 
Mstep: Class 16 contains 79287 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345152.000000 Penalty: 73281.218750
Iteration 462Q: 22 clusters Score -1.613452e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57915 members 
Mstep: Class 3 contains 68938 members 
Mstep: Class 4 contains 109554 members 
Mstep: Class 5 contains 66817 members 
Mstep: Class 6 contains 72243 members 
Mstep: Class 7 contains 167187 members 
Mstep: Class 8 contains 144541 members 
Mstep: Class 9 contains 21595 members 
Mstep: Class 10 contains 9293 members 
Mstep: Class 11 contains 154256 members 
Mstep: Class 12 contains 164634 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159837 members 
Mstep: Class 16 contains 79286 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345232.000000 Penalty: 73281.218750
Iteration 463Q: 22 clusters Score -1.613452e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57911 members 
Mstep: Class 3 contains 68935 members 
Mstep: Class 4 contains 109550 members 
Mstep: Class 5 contains 66823 members 
Mstep: Class 6 contains 72244 members 
Mstep: Class 7 contains 167195 members 
Mstep: Class 8 contains 144538 members 
Mstep: Class 9 contains 21594 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 154255 members 
Mstep: Class 12 contains 164633 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159840 members 
Mstep: Class 16 contains 79284 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345200.000000 Penalty: 73281.218750
Iteration 464Q: 22 clusters Score -1.613452e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57904 members 
Mstep: Class 3 contains 68930 members 
Mstep: Class 4 contains 109549 members 
Mstep: Class 5 contains 66824 members 
Mstep: Class 6 contains 72251 members 
Mstep: Class 7 contains 167197 members 
Mstep: Class 8 contains 144537 members 
Mstep: Class 9 contains 21594 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 154252 members 
Mstep: Class 12 contains 164634 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159847 members 
Mstep: Class 16 contains 79283 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345120.000000 Penalty: 73281.218750
Iteration 465Q: 22 clusters Score -1.613451e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57901 members 
Mstep: Class 3 contains 68927 members 
Mstep: Class 4 contains 109549 members 
Mstep: Class 5 contains 66830 members 
Mstep: Class 6 contains 72253 members 
Mstep: Class 7 contains 167190 members 
Mstep: Class 8 contains 144541 members 
Mstep: Class 9 contains 21595 members 
Mstep: Class 10 contains 9295 members 
Mstep: Class 11 contains 154245 members 
Mstep: Class 12 contains 164635 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159853 members 
Mstep: Class 16 contains 79282 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344976.000000 Penalty: 73281.218750
Iteration 466Q: 22 clusters Score -1.61345e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57895 members 
Mstep: Class 3 contains 68924 members 
Mstep: Class 4 contains 109541 members 
Mstep: Class 5 contains 66840 members 
Mstep: Class 6 contains 72252 members 
Mstep: Class 7 contains 167182 members 
Mstep: Class 8 contains 144542 members 
Mstep: Class 9 contains 21593 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 154242 members 
Mstep: Class 12 contains 164642 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159865 members 
Mstep: Class 16 contains 79284 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344976.000000 Penalty: 73281.218750
Iteration 467Q: 22 clusters Score -1.61345e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57891 members 
Mstep: Class 3 contains 68922 members 
Mstep: Class 4 contains 109536 members 
Mstep: Class 5 contains 66848 members 
Mstep: Class 6 contains 72253 members 
Mstep: Class 7 contains 167180 members 
Mstep: Class 8 contains 144543 members 
Mstep: Class 9 contains 21591 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 154240 members 
Mstep: Class 12 contains 164642 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159869 members 
Mstep: Class 16 contains 79287 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345040.000000 Penalty: 73281.218750
Iteration 468Q: 22 clusters Score -1.61345e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57879 members 
Mstep: Class 3 contains 68918 members 
Mstep: Class 4 contains 109536 members 
Mstep: Class 5 contains 66850 members 
Mstep: Class 6 contains 72253 members 
Mstep: Class 7 contains 167181 members 
Mstep: Class 8 contains 144542 members 
Mstep: Class 9 contains 21587 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 154239 members 
Mstep: Class 12 contains 164647 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159884 members 
Mstep: Class 16 contains 79286 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345024.000000 Penalty: 73281.218750
Iteration 469Q: 22 clusters Score -1.61345e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57870 members 
Mstep: Class 3 contains 68915 members 
Mstep: Class 4 contains 109535 members 
Mstep: Class 5 contains 66858 members 
Mstep: Class 6 contains 72254 members 
Mstep: Class 7 contains 167179 members 
Mstep: Class 8 contains 144545 members 
Mstep: Class 9 contains 21583 members 
Mstep: Class 10 contains 9295 members 
Mstep: Class 11 contains 154230 members 
Mstep: Class 12 contains 164659 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159887 members 
Mstep: Class 16 contains 79286 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345008.000000 Penalty: 73281.218750
Iteration 470Q: 22 clusters Score -1.61345e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57864 members 
Mstep: Class 3 contains 68914 members 
Mstep: Class 4 contains 109533 members 
Mstep: Class 5 contains 66862 members 
Mstep: Class 6 contains 72263 members 
Mstep: Class 7 contains 167175 members 
Mstep: Class 8 contains 144547 members 
Mstep: Class 9 contains 21581 members 
Mstep: Class 10 contains 9295 members 
Mstep: Class 11 contains 154221 members 
Mstep: Class 12 contains 164667 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159886 members 
Mstep: Class 16 contains 79288 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345040.000000 Penalty: 73281.218750
Iteration 471Q: 22 clusters Score -1.61345e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57855 members 
Mstep: Class 3 contains 68914 members 
Mstep: Class 4 contains 109535 members 
Mstep: Class 5 contains 66868 members 
Mstep: Class 6 contains 72269 members 
Mstep: Class 7 contains 167170 members 
Mstep: Class 8 contains 144546 members 
Mstep: Class 9 contains 21581 members 
Mstep: Class 10 contains 9297 members 
Mstep: Class 11 contains 154216 members 
Mstep: Class 12 contains 164666 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159891 members 
Mstep: Class 16 contains 79288 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345136.000000 Penalty: 73281.218750
Iteration 472Q: 22 clusters Score -1.613451e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57845 members 
Mstep: Class 3 contains 68910 members 
Mstep: Class 4 contains 109540 members 
Mstep: Class 5 contains 66876 members 
Mstep: Class 6 contains 72267 members 
Mstep: Class 7 contains 167170 members 
Mstep: Class 8 contains 144540 members 
Mstep: Class 9 contains 21579 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154207 members 
Mstep: Class 12 contains 164667 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159906 members 
Mstep: Class 16 contains 79290 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345056.000000 Penalty: 73281.218750
Iteration 473Q: 22 clusters Score -1.613451e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57839 members 
Mstep: Class 3 contains 68908 members 
Mstep: Class 4 contains 109540 members 
Mstep: Class 5 contains 66882 members 
Mstep: Class 6 contains 72266 members 
Mstep: Class 7 contains 167166 members 
Mstep: Class 8 contains 144539 members 
Mstep: Class 9 contains 21578 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154202 members 
Mstep: Class 12 contains 164672 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159913 members 
Mstep: Class 16 contains 79292 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345040.000000 Penalty: 73281.218750
Iteration 474Q: 22 clusters Score -1.61345e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57837 members 
Mstep: Class 3 contains 68903 members 
Mstep: Class 4 contains 109543 members 
Mstep: Class 5 contains 66887 members 
Mstep: Class 6 contains 72266 members 
Mstep: Class 7 contains 167162 members 
Mstep: Class 8 contains 144536 members 
Mstep: Class 9 contains 21578 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154191 members 
Mstep: Class 12 contains 164680 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159922 members 
Mstep: Class 16 contains 79292 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345152.000000 Penalty: 73281.218750
Iteration 475Q: 22 clusters Score -1.613452e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57829 members 
Mstep: Class 3 contains 68897 members 
Mstep: Class 4 contains 109541 members 
Mstep: Class 5 contains 66890 members 
Mstep: Class 6 contains 72267 members 
Mstep: Class 7 contains 167160 members 
Mstep: Class 8 contains 144531 members 
Mstep: Class 9 contains 21577 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154191 members 
Mstep: Class 12 contains 164687 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159936 members 
Mstep: Class 16 contains 79291 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345248.000000 Penalty: 73281.218750
Iteration 476Q: 22 clusters Score -1.613452e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57821 members 
Mstep: Class 3 contains 68896 members 
Mstep: Class 4 contains 109539 members 
Mstep: Class 5 contains 66892 members 
Mstep: Class 6 contains 72268 members 
Mstep: Class 7 contains 167166 members 
Mstep: Class 8 contains 144528 members 
Mstep: Class 9 contains 21577 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154190 members 
Mstep: Class 12 contains 164683 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159947 members 
Mstep: Class 16 contains 79290 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345296.000000 Penalty: 73281.218750
Iteration 477Q: 22 clusters Score -1.613453e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57813 members 
Mstep: Class 3 contains 68896 members 
Mstep: Class 4 contains 109538 members 
Mstep: Class 5 contains 66895 members 
Mstep: Class 6 contains 72268 members 
Mstep: Class 7 contains 167169 members 
Mstep: Class 8 contains 144528 members 
Mstep: Class 9 contains 21575 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154190 members 
Mstep: Class 12 contains 164677 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159958 members 
Mstep: Class 16 contains 79290 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345248.000000 Penalty: 73281.218750
Iteration 478Q: 22 clusters Score -1.613452e+08 nChanged 61
Entering ConstructFrom: 
Score: -161345248.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -69546.132812 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -69546.13 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 318 members 
Entering Unmasked Estep 
Score: -68049.679688 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -68049.68 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68720.710938 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -68720.71 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69111.328125 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -69111.33 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69513.320312 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -69513.32 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69727.054688 Penalty: 3220.151123
	Iteration 4F: 3 clusters Score -69727.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -69885.890625 Penalty: 3220.151123
	Iteration 5F: 3 clusters Score -69885.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -69989.953125 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -69989.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70030.078125 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -70030.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -70050.593750 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -70050.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -70065.601562 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -70065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -70072.437500 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -70072.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -70074.546875 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -70074.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -70077.101562 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -70077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -70077.867188 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -70077.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -70077.867188 Penalty: 3220.151123
	Iteration 14F: 3 clusters Score -70077.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 57801 members 
Mstep: Class 3 contains 68895 members 
Mstep: Class 4 contains 109542 members 
Mstep: Class 5 contains 66899 members 
Mstep: Class 6 contains 72270 members 
Mstep: Class 7 contains 167170 members 
Mstep: Class 8 contains 144525 members 
Mstep: Class 9 contains 21573 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154189 members 
Mstep: Class 12 contains 164676 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159970 members 
Mstep: Class 16 contains 79287 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Mstep: Class 22 contains 471 members 
Entering Unmasked Estep 
Score: -161344032.000000 Penalty: 76770.804688
Splitting cluster 1 changes total score from -161345248.000000 to -161344032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (57801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Entering Unmasked Estep 
Score: -7384680.000000 Penalty: 2719.260986
	Iteration 0F: 2 clusters Score -7384680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -7345869.000000 Penalty: 5438.521973
	Iteration 0F: 3 clusters Score -7345869 nChanged 26904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -7361080.500000 Penalty: 5438.521973
	Iteration 1F: 3 clusters Score -7361080 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -7361904.000000 Penalty: 5438.521973
	Iteration 2Q: 3 clusters Score -7361904 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -7363114.500000 Penalty: 5438.521973
	Iteration 3Q: 3 clusters Score -7363114 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -7364948.000000 Penalty: 5438.521973
	Iteration 4F: 3 clusters Score -7364948 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -7367772.000000 Penalty: 5438.521973
	Iteration 5F: 3 clusters Score -7367772 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -7371651.000000 Penalty: 5438.521973
	Iteration 6F: 3 clusters Score -7371651 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -7375711.500000 Penalty: 5438.521973
	Iteration 7F: 3 clusters Score -7375712 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -7378843.000000 Penalty: 5438.521973
	Iteration 8F: 3 clusters Score -7378843 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -7380682.000000 Penalty: 5438.521973
	Iteration 9Q: 3 clusters Score -7380682 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -7381600.500000 Penalty: 5438.521973
	Iteration 10Q: 3 clusters Score -7381600 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -7381974.000000 Penalty: 5438.521973
	Iteration 11Q: 3 clusters Score -7381974 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -7382161.500000 Penalty: 5438.521973
	Iteration 12Q: 3 clusters Score -7382162 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -7382259.500000 Penalty: 5438.521973
	Iteration 13Q: 3 clusters Score -7382260 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -7382305.500000 Penalty: 5438.521973
	Iteration 14Q: 3 clusters Score -7382306 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -7382345.000000 Penalty: 5438.521973
	Iteration 15Q: 3 clusters Score -7382345 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -7382382.000000 Penalty: 5438.521973
	Iteration 16Q: 3 clusters Score -7382382 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -7382403.500000 Penalty: 5438.521973
	Iteration 17Q: 3 clusters Score -7382404 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 55862 members 
Entering Unmasked Estep 
Score: -7382444.000000 Penalty: 5438.521973
	Iteration 18Q: 3 clusters Score -7382444 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 55917 members 
Entering Unmasked Estep 
Score: -7382459.500000 Penalty: 5438.521973
	Iteration 19Q: 3 clusters Score -7382460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -7382466.500000 Penalty: 5438.521973
	Iteration 20F: 3 clusters Score -7382466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -7382479.000000 Penalty: 5438.521973
	Iteration 21Q: 3 clusters Score -7382479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
Score: -7382482.500000 Penalty: 5438.521973
	Iteration 22Q: 3 clusters Score -7382482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -7382500.500000 Penalty: 5438.521973
	Iteration 23Q: 3 clusters Score -7382500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -7382512.000000 Penalty: 5438.521973
	Iteration 24Q: 3 clusters Score -7382512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -7382523.500000 Penalty: 5438.521973
	Iteration 25Q: 3 clusters Score -7382524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 56113 members 
Entering Unmasked Estep 
Score: -7382537.000000 Penalty: 5438.521973
	Iteration 26Q: 3 clusters Score -7382537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
Score: -7382542.000000 Penalty: 5438.521973
	Iteration 27Q: 3 clusters Score -7382542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -7382543.000000 Penalty: 5438.521973
	Iteration 28Q: 3 clusters Score -7382543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -7382542.000000 Penalty: 5438.521973
	Iteration 29Q: 3 clusters Score -7382542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -7382549.500000 Penalty: 5438.521973
	Iteration 30Q: 3 clusters Score -7382550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -7382545.000000 Penalty: 5438.521973
	Iteration 31Q: 3 clusters Score -7382545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -7382546.500000 Penalty: 5438.521973
	Iteration 32Q: 3 clusters Score -7382546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -7382549.000000 Penalty: 5438.521973
	Iteration 33Q: 3 clusters Score -7382549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -7382545.500000 Penalty: 5438.521973
	Iteration 34Q: 3 clusters Score -7382546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -7382545.500000 Penalty: 5438.521973
	Iteration 35F: 3 clusters Score -7382546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68895 members 
Entering Unmasked Estep 
Score: -8859939.000000 Penalty: 2762.803955
	Iteration 0F: 2 clusters Score -8859939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -8813871.000000 Penalty: 5525.607910
	Iteration 0F: 3 clusters Score -8813871 nChanged 32286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -8832791.000000 Penalty: 5525.607910
	Iteration 1F: 3 clusters Score -8832791 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -8834033.000000 Penalty: 5525.607910
	Iteration 2Q: 3 clusters Score -8834033 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -8835905.000000 Penalty: 5525.607910
	Iteration 3F: 3 clusters Score -8835905 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -8838561.000000 Penalty: 5525.607910
	Iteration 4F: 3 clusters Score -8838561 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -8842590.000000 Penalty: 5525.607910
	Iteration 5F: 3 clusters Score -8842590 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -8847103.000000 Penalty: 5525.607910
	Iteration 6F: 3 clusters Score -8847103 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -8850855.000000 Penalty: 5525.607910
	Iteration 7F: 3 clusters Score -8850855 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -8852856.000000 Penalty: 5525.607910
	Iteration 8Q: 3 clusters Score -8852856 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -8853705.000000 Penalty: 5525.607910
	Iteration 9Q: 3 clusters Score -8853705 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -8854159.000000 Penalty: 5525.607910
	Iteration 10Q: 3 clusters Score -8854159 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56487 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -8854537.000000 Penalty: 5525.607910
	Iteration 11Q: 3 clusters Score -8854537 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -8854843.000000 Penalty: 5525.607910
	Iteration 12Q: 3 clusters Score -8854843 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -8855093.000000 Penalty: 5525.607910
	Iteration 13Q: 3 clusters Score -8855093 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58846 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -8855321.000000 Penalty: 5525.607910
	Iteration 14Q: 3 clusters Score -8855321 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -8855550.000000 Penalty: 5525.607910
	Iteration 15Q: 3 clusters Score -8855550 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -8855743.000000 Penalty: 5525.607910
	Iteration 16Q: 3 clusters Score -8855743 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -8855991.000000 Penalty: 5525.607910
	Iteration 17Q: 3 clusters Score -8855991 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -8856206.000000 Penalty: 5525.607910
	Iteration 18Q: 3 clusters Score -8856206 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61919 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -8856378.000000 Penalty: 5525.607910
	Iteration 19Q: 3 clusters Score -8856378 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62394 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -8856526.000000 Penalty: 5525.607910
	Iteration 20F: 3 clusters Score -8856526 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -8856649.000000 Penalty: 5525.607910
	Iteration 21Q: 3 clusters Score -8856649 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -8856819.000000 Penalty: 5525.607910
	Iteration 22Q: 3 clusters Score -8856819 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -8856967.000000 Penalty: 5525.607910
	Iteration 23Q: 3 clusters Score -8856967 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64078 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -8857092.000000 Penalty: 5525.607910
	Iteration 24Q: 3 clusters Score -8857092 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -8857214.000000 Penalty: 5525.607910
	Iteration 25Q: 3 clusters Score -8857214 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -8857357.000000 Penalty: 5525.607910
	Iteration 26Q: 3 clusters Score -8857357 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -8857462.000000 Penalty: 5525.607910
	Iteration 27Q: 3 clusters Score -8857462 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -8857569.000000 Penalty: 5525.607910
	Iteration 28Q: 3 clusters Score -8857569 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -8857652.000000 Penalty: 5525.607910
	Iteration 29Q: 3 clusters Score -8857652 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -8857752.000000 Penalty: 5525.607910
	Iteration 30Q: 3 clusters Score -8857752 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -8857810.000000 Penalty: 5525.607910
	Iteration 31Q: 3 clusters Score -8857810 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66263 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8857888.000000 Penalty: 5525.607910
	Iteration 32Q: 3 clusters Score -8857888 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8857971.000000 Penalty: 5525.607910
	Iteration 33Q: 3 clusters Score -8857971 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -8858041.000000 Penalty: 5525.607910
	Iteration 34Q: 3 clusters Score -8858041 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66683 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8858094.000000 Penalty: 5525.607910
	Iteration 35Q: 3 clusters Score -8858094 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66779 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -8858101.000000 Penalty: 5525.607910
	Iteration 36Q: 3 clusters Score -8858101 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66866 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -8858138.000000 Penalty: 5525.607910
	Iteration 37Q: 3 clusters Score -8858138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8858154.000000 Penalty: 5525.607910
	Iteration 38Q: 3 clusters Score -8858154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66989 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -8858163.000000 Penalty: 5525.607910
	Iteration 39Q: 3 clusters Score -8858163 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8858164.000000 Penalty: 5525.607910
	Iteration 40F: 3 clusters Score -8858164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8858179.000000 Penalty: 5525.607910
	Iteration 41Q: 3 clusters Score -8858179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67103 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8858188.000000 Penalty: 5525.607910
	Iteration 42Q: 3 clusters Score -8858188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67138 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8858185.000000 Penalty: 5525.607910
	Iteration 43Q: 3 clusters Score -8858185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8858198.000000 Penalty: 5525.607910
	Iteration 44Q: 3 clusters Score -8858198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8858216.000000 Penalty: 5525.607910
	Iteration 45Q: 3 clusters Score -8858216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8858224.000000 Penalty: 5525.607910
	Iteration 46Q: 3 clusters Score -8858224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -8858221.000000 Penalty: 5525.607910
	Iteration 47Q: 3 clusters Score -8858221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8858219.000000 Penalty: 5525.607910
	Iteration 48Q: 3 clusters Score -8858219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8858232.000000 Penalty: 5525.607910
	Iteration 49Q: 3 clusters Score -8858232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67271 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8858249.000000 Penalty: 5525.607910
	Iteration 50Q: 3 clusters Score -8858249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8858241.000000 Penalty: 5525.607910
	Iteration 51Q: 3 clusters Score -8858241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67306 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8858239.000000 Penalty: 5525.607910
	Iteration 52Q: 3 clusters Score -8858239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8858241.000000 Penalty: 5525.607910
	Iteration 53Q: 3 clusters Score -8858241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8858242.000000 Penalty: 5525.607910
	Iteration 54Q: 3 clusters Score -8858242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67341 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8858246.000000 Penalty: 5525.607910
	Iteration 55Q: 3 clusters Score -8858246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8858245.000000 Penalty: 5525.607910
	Iteration 56Q: 3 clusters Score -8858245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8858252.000000 Penalty: 5525.607910
	Iteration 57Q: 3 clusters Score -8858252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8858262.000000 Penalty: 5525.607910
	Iteration 58Q: 3 clusters Score -8858262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67385 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8858261.000000 Penalty: 5525.607910
	Iteration 59Q: 3 clusters Score -8858261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67391 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -8858266.000000 Penalty: 5525.607910
	Iteration 60F: 3 clusters Score -8858266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8858269.000000 Penalty: 5525.607910
	Iteration 61Q: 3 clusters Score -8858269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8858270.000000 Penalty: 5525.607910
	Iteration 62Q: 3 clusters Score -8858270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8858276.000000 Penalty: 5525.607910
	Iteration 63Q: 3 clusters Score -8858276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8858282.000000 Penalty: 5525.607910
	Iteration 64Q: 3 clusters Score -8858282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67416 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8858285.000000 Penalty: 5525.607910
	Iteration 65Q: 3 clusters Score -8858285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8858281.000000 Penalty: 5525.607910
	Iteration 66Q: 3 clusters Score -8858281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8858273.000000 Penalty: 5525.607910
	Iteration 67Q: 3 clusters Score -8858273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67423 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8858278.000000 Penalty: 5525.607910
	Iteration 68Q: 3 clusters Score -8858278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8858280.000000 Penalty: 5525.607910
	Iteration 69Q: 3 clusters Score -8858280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8858282.000000 Penalty: 5525.607910
	Iteration 70Q: 3 clusters Score -8858282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67433 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8858281.000000 Penalty: 5525.607910
	Iteration 71Q: 3 clusters Score -8858281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67433 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8858281.000000 Penalty: 5525.607910
	Iteration 72F: 3 clusters Score -8858281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (109542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109542 members 
Entering Unmasked Estep 
Score: -14035879.000000 Penalty: 2877.807617
	Iteration 0F: 2 clusters Score -1.403588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -13963222.000000 Penalty: 5755.615234
	Iteration 0F: 3 clusters Score -1.396322e+07 nChanged 51861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
Score: -13993174.000000 Penalty: 5755.615234
	Iteration 1F: 3 clusters Score -1.399317e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 55806 members 
Entering Unmasked Estep 
Score: -13994301.000000 Penalty: 5755.615234
	Iteration 2Q: 3 clusters Score -1.39943e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -13995482.000000 Penalty: 5755.615234
	Iteration 3Q: 3 clusters Score -1.399548e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -13997060.000000 Penalty: 5755.615234
	Iteration 4Q: 3 clusters Score -1.399706e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 58687 members 
Entering Unmasked Estep 
Score: -13999711.000000 Penalty: 5755.615234
	Iteration 5Q: 3 clusters Score -1.399971e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -14003640.000000 Penalty: 5755.615234
	Iteration 6F: 3 clusters Score -1.400364e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -14009349.000000 Penalty: 5755.615234
	Iteration 7F: 3 clusters Score -1.400935e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -14014850.000000 Penalty: 5755.615234
	Iteration 8F: 3 clusters Score -1.401485e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 66319 members 
Entering Unmasked Estep 
Score: -14017748.000000 Penalty: 5755.615234
	Iteration 9F: 3 clusters Score -1.401775e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 67636 members 
Entering Unmasked Estep 
Score: -14018946.000000 Penalty: 5755.615234
	Iteration 10Q: 3 clusters Score -1.401895e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -14019490.000000 Penalty: 5755.615234
	Iteration 11Q: 3 clusters Score -1.401949e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -14020013.000000 Penalty: 5755.615234
	Iteration 12Q: 3 clusters Score -1.402001e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -14020495.000000 Penalty: 5755.615234
	Iteration 13Q: 3 clusters Score -1.40205e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 73096 members 
Entering Unmasked Estep 
Score: -14021023.000000 Penalty: 5755.615234
	Iteration 14Q: 3 clusters Score -1.402102e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -14021600.000000 Penalty: 5755.615234
	Iteration 15Q: 3 clusters Score -1.40216e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -14022209.000000 Penalty: 5755.615234
	Iteration 16Q: 3 clusters Score -1.402221e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 77716 members 
Entering Unmasked Estep 
Score: -14022903.000000 Penalty: 5755.615234
	Iteration 17Q: 3 clusters Score -1.40229e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 79328 members 
Entering Unmasked Estep 
Score: -14023621.000000 Penalty: 5755.615234
	Iteration 18Q: 3 clusters Score -1.402362e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -14024327.000000 Penalty: 5755.615234
	Iteration 19Q: 3 clusters Score -1.402433e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 82653 members 
Entering Unmasked Estep 
Score: -14024990.000000 Penalty: 5755.615234
	Iteration 20F: 3 clusters Score -1.402499e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 84210 members 
Entering Unmasked Estep 
Score: -14025613.000000 Penalty: 5755.615234
	Iteration 21Q: 3 clusters Score -1.402561e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 85751 members 
Entering Unmasked Estep 
Score: -14026126.000000 Penalty: 5755.615234
	Iteration 22Q: 3 clusters Score -1.402613e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 87210 members 
Entering Unmasked Estep 
Score: -14026679.000000 Penalty: 5755.615234
	Iteration 23Q: 3 clusters Score -1.402668e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -14027209.000000 Penalty: 5755.615234
	Iteration 24Q: 3 clusters Score -1.402721e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 90142 members 
Entering Unmasked Estep 
Score: -14027800.000000 Penalty: 5755.615234
	Iteration 25Q: 3 clusters Score -1.40278e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 91539 members 
Entering Unmasked Estep 
Score: -14028337.000000 Penalty: 5755.615234
	Iteration 26Q: 3 clusters Score -1.402834e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 92848 members 
Entering Unmasked Estep 
Score: -14028846.000000 Penalty: 5755.615234
	Iteration 27Q: 3 clusters Score -1.402885e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 94108 members 
Entering Unmasked Estep 
Score: -14029326.000000 Penalty: 5755.615234
	Iteration 28Q: 3 clusters Score -1.402933e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 95314 members 
Entering Unmasked Estep 
Score: -14029795.000000 Penalty: 5755.615234
	Iteration 29Q: 3 clusters Score -1.40298e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 96467 members 
Entering Unmasked Estep 
Score: -14030253.000000 Penalty: 5755.615234
	Iteration 30Q: 3 clusters Score -1.403025e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 97540 members 
Entering Unmasked Estep 
Score: -14030625.000000 Penalty: 5755.615234
	Iteration 31Q: 3 clusters Score -1.403062e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 98616 members 
Entering Unmasked Estep 
Score: -14031074.000000 Penalty: 5755.615234
	Iteration 32Q: 3 clusters Score -1.403107e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 99614 members 
Entering Unmasked Estep 
Score: -14031416.000000 Penalty: 5755.615234
	Iteration 33Q: 3 clusters Score -1.403142e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 100559 members 
Entering Unmasked Estep 
Score: -14031757.000000 Penalty: 5755.615234
	Iteration 34Q: 3 clusters Score -1.403176e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 101404 members 
Entering Unmasked Estep 
Score: -14032040.000000 Penalty: 5755.615234
	Iteration 35Q: 3 clusters Score -1.403204e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 102160 members 
Entering Unmasked Estep 
Score: -14032316.000000 Penalty: 5755.615234
	Iteration 36Q: 3 clusters Score -1.403232e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 102833 members 
Entering Unmasked Estep 
Score: -14032555.000000 Penalty: 5755.615234
	Iteration 37Q: 3 clusters Score -1.403256e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 103439 members 
Entering Unmasked Estep 
Score: -14032766.000000 Penalty: 5755.615234
	Iteration 38Q: 3 clusters Score -1.403277e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 103979 members 
Entering Unmasked Estep 
Score: -14032914.000000 Penalty: 5755.615234
	Iteration 39Q: 3 clusters Score -1.403291e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 104444 members 
Entering Unmasked Estep 
Score: -14033076.000000 Penalty: 5755.615234
	Iteration 40F: 3 clusters Score -1.403308e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 104853 members 
Entering Unmasked Estep 
Score: -14033185.000000 Penalty: 5755.615234
	Iteration 41Q: 3 clusters Score -1.403318e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 105187 members 
Entering Unmasked Estep 
Score: -14033275.000000 Penalty: 5755.615234
	Iteration 42Q: 3 clusters Score -1.403328e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 105499 members 
Entering Unmasked Estep 
Score: -14033344.000000 Penalty: 5755.615234
	Iteration 43Q: 3 clusters Score -1.403334e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 105780 members 
Entering Unmasked Estep 
Score: -14033433.000000 Penalty: 5755.615234
	Iteration 44Q: 3 clusters Score -1.403343e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 106035 members 
Entering Unmasked Estep 
Score: -14033498.000000 Penalty: 5755.615234
	Iteration 45Q: 3 clusters Score -1.40335e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 106253 members 
Entering Unmasked Estep 
Score: -14033575.000000 Penalty: 5755.615234
	Iteration 46Q: 3 clusters Score -1.403358e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 106445 members 
Entering Unmasked Estep 
Score: -14033616.000000 Penalty: 5755.615234
	Iteration 47Q: 3 clusters Score -1.403362e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 106629 members 
Entering Unmasked Estep 
Score: -14033704.000000 Penalty: 5755.615234
	Iteration 48Q: 3 clusters Score -1.40337e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 106776 members 
Entering Unmasked Estep 
Score: -14033752.000000 Penalty: 5755.615234
	Iteration 49Q: 3 clusters Score -1.403375e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 106894 members 
Entering Unmasked Estep 
Score: -14033789.000000 Penalty: 5755.615234
	Iteration 50Q: 3 clusters Score -1.403379e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 107006 members 
Entering Unmasked Estep 
Score: -14033866.000000 Penalty: 5755.615234
	Iteration 51Q: 3 clusters Score -1.403387e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 107094 members 
Entering Unmasked Estep 
Score: -14033847.000000 Penalty: 5755.615234
	Iteration 52Q: 3 clusters Score -1.403385e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 107171 members 
Entering Unmasked Estep 
Score: -14033871.000000 Penalty: 5755.615234
	Iteration 53Q: 3 clusters Score -1.403387e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 107227 members 
Entering Unmasked Estep 
Score: -14033870.000000 Penalty: 5755.615234
	Iteration 54Q: 3 clusters Score -1.403387e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 107273 members 
Entering Unmasked Estep 
Score: -14033875.000000 Penalty: 5755.615234
	Iteration 55Q: 3 clusters Score -1.403388e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 107328 members 
Entering Unmasked Estep 
Score: -14033900.000000 Penalty: 5755.615234
	Iteration 56Q: 3 clusters Score -1.40339e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 107366 members 
Entering Unmasked Estep 
Score: -14033915.000000 Penalty: 5755.615234
	Iteration 57Q: 3 clusters Score -1.403392e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 107411 members 
Entering Unmasked Estep 
Score: -14033953.000000 Penalty: 5755.615234
	Iteration 58Q: 3 clusters Score -1.403395e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 107450 members 
Entering Unmasked Estep 
Score: -14033937.000000 Penalty: 5755.615234
	Iteration 59Q: 3 clusters Score -1.403394e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 107489 members 
Entering Unmasked Estep 
Score: -14033945.000000 Penalty: 5755.615234
	Iteration 60F: 3 clusters Score -1.403394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 107520 members 
Entering Unmasked Estep 
Score: -14033963.000000 Penalty: 5755.615234
	Iteration 61Q: 3 clusters Score -1.403396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 107539 members 
Entering Unmasked Estep 
Score: -14033976.000000 Penalty: 5755.615234
	Iteration 62Q: 3 clusters Score -1.403398e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 107565 members 
Entering Unmasked Estep 
Score: -14033993.000000 Penalty: 5755.615234
	Iteration 63Q: 3 clusters Score -1.403399e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 107589 members 
Entering Unmasked Estep 
Score: -14033977.000000 Penalty: 5755.615234
	Iteration 64Q: 3 clusters Score -1.403398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 107611 members 
Entering Unmasked Estep 
Score: -14033979.000000 Penalty: 5755.615234
	Iteration 65Q: 3 clusters Score -1.403398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 107631 members 
Entering Unmasked Estep 
Score: -14033993.000000 Penalty: 5755.615234
	Iteration 66Q: 3 clusters Score -1.403399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 107646 members 
Entering Unmasked Estep 
Score: -14034011.000000 Penalty: 5755.615234
	Iteration 67Q: 3 clusters Score -1.403401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 107658 members 
Entering Unmasked Estep 
Score: -14033995.000000 Penalty: 5755.615234
	Iteration 68Q: 3 clusters Score -1.4034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 107670 members 
Entering Unmasked Estep 
Score: -14034001.000000 Penalty: 5755.615234
	Iteration 69Q: 3 clusters Score -1.4034e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 107691 members 
Entering Unmasked Estep 
Score: -14034003.000000 Penalty: 5755.615234
	Iteration 70Q: 3 clusters Score -1.4034e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 107715 members 
Entering Unmasked Estep 
Score: -14034004.000000 Penalty: 5755.615234
	Iteration 71Q: 3 clusters Score -1.4034e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 107735 members 
Entering Unmasked Estep 
Score: -14034013.000000 Penalty: 5755.615234
	Iteration 72Q: 3 clusters Score -1.403401e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 107754 members 
Entering Unmasked Estep 
Score: -14034011.000000 Penalty: 5755.615234
	Iteration 73Q: 3 clusters Score -1.403401e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 107766 members 
Entering Unmasked Estep 
Score: -14034025.000000 Penalty: 5755.615234
	Iteration 74Q: 3 clusters Score -1.403402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 107778 members 
Entering Unmasked Estep 
Score: -14034034.000000 Penalty: 5755.615234
	Iteration 75Q: 3 clusters Score -1.403403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 107792 members 
Entering Unmasked Estep 
Score: -14034024.000000 Penalty: 5755.615234
	Iteration 76Q: 3 clusters Score -1.403402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 107802 members 
Entering Unmasked Estep 
Score: -14034023.000000 Penalty: 5755.615234
	Iteration 77Q: 3 clusters Score -1.403402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 107812 members 
Entering Unmasked Estep 
Score: -14034025.000000 Penalty: 5755.615234
	Iteration 78Q: 3 clusters Score -1.403402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 107821 members 
Entering Unmasked Estep 
Score: -14034033.000000 Penalty: 5755.615234
	Iteration 79Q: 3 clusters Score -1.403403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 107836 members 
Entering Unmasked Estep 
Score: -14034031.000000 Penalty: 5755.615234
	Iteration 80F: 3 clusters Score -1.403403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 107851 members 
Entering Unmasked Estep 
Score: -14034041.000000 Penalty: 5755.615234
	Iteration 81Q: 3 clusters Score -1.403404e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 107862 members 
Entering Unmasked Estep 
Score: -14034054.000000 Penalty: 5755.615234
	Iteration 82Q: 3 clusters Score -1.403405e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 107874 members 
Entering Unmasked Estep 
Score: -14034052.000000 Penalty: 5755.615234
	Iteration 83Q: 3 clusters Score -1.403405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 107885 members 
Entering Unmasked Estep 
Score: -14034053.000000 Penalty: 5755.615234
	Iteration 84Q: 3 clusters Score -1.403405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 107889 members 
Entering Unmasked Estep 
Score: -14034069.000000 Penalty: 5755.615234
	Iteration 85Q: 3 clusters Score -1.403407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 107893 members 
Entering Unmasked Estep 
Score: -14034068.000000 Penalty: 5755.615234
	Iteration 86Q: 3 clusters Score -1.403407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 107896 members 
Entering Unmasked Estep 
Score: -14034066.000000 Penalty: 5755.615234
	Iteration 87Q: 3 clusters Score -1.403407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 107901 members 
Entering Unmasked Estep 
Score: -14034062.000000 Penalty: 5755.615234
	Iteration 88Q: 3 clusters Score -1.403406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 107908 members 
Entering Unmasked Estep 
Score: -14034072.000000 Penalty: 5755.615234
	Iteration 89Q: 3 clusters Score -1.403407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 107915 members 
Entering Unmasked Estep 
Score: -14034080.000000 Penalty: 5755.615234
	Iteration 90Q: 3 clusters Score -1.403408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 107920 members 
Entering Unmasked Estep 
Score: -14034079.000000 Penalty: 5755.615234
	Iteration 91Q: 3 clusters Score -1.403408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 107932 members 
Entering Unmasked Estep 
Score: -14034097.000000 Penalty: 5755.615234
	Iteration 92Q: 3 clusters Score -1.40341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 107942 members 
Entering Unmasked Estep 
Score: -14034085.000000 Penalty: 5755.615234
	Iteration 93Q: 3 clusters Score -1.403408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 107944 members 
Entering Unmasked Estep 
Score: -14034092.000000 Penalty: 5755.615234
	Iteration 94Q: 3 clusters Score -1.403409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 107945 members 
Entering Unmasked Estep 
Score: -14034087.000000 Penalty: 5755.615234
	Iteration 95Q: 3 clusters Score -1.403409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 107946 members 
Entering Unmasked Estep 
Score: -14034086.000000 Penalty: 5755.615234
	Iteration 96Q: 3 clusters Score -1.403409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 107946 members 
Entering Unmasked Estep 
Score: -14034086.000000 Penalty: 5755.615234
	Iteration 97F: 3 clusters Score -1.403409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66899 members 
Entering Unmasked Estep 
Score: -8501111.000000 Penalty: 2755.512939
	Iteration 0F: 2 clusters Score -8501111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -8456107.000000 Penalty: 5511.025879
	Iteration 0F: 3 clusters Score -8456107 nChanged 31254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -8473674.000000 Penalty: 5511.025879
	Iteration 1F: 3 clusters Score -8473674 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -8474475.000000 Penalty: 5511.025879
	Iteration 2Q: 3 clusters Score -8474475 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -8475567.000000 Penalty: 5511.025879
	Iteration 3Q: 3 clusters Score -8475567 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -8477329.000000 Penalty: 5511.025879
	Iteration 4F: 3 clusters Score -8477329 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -8480070.000000 Penalty: 5511.025879
	Iteration 5F: 3 clusters Score -8480070 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -8484330.000000 Penalty: 5511.025879
	Iteration 6F: 3 clusters Score -8484330 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57020 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -8489347.000000 Penalty: 5511.025879
	Iteration 7F: 3 clusters Score -8489347 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61650 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -8493888.000000 Penalty: 5511.025879
	Iteration 8F: 3 clusters Score -8493888 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -8496577.000000 Penalty: 5511.025879
	Iteration 9Q: 3 clusters Score -8496577 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8497816.000000 Penalty: 5511.025879
	Iteration 10Q: 3 clusters Score -8497816 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8498309.000000 Penalty: 5511.025879
	Iteration 11Q: 3 clusters Score -8498309 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66546 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8498484.000000 Penalty: 5511.025879
	Iteration 12Q: 3 clusters Score -8498484 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8498572.000000 Penalty: 5511.025879
	Iteration 13Q: 3 clusters Score -8498572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66626 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8498619.000000 Penalty: 5511.025879
	Iteration 14Q: 3 clusters Score -8498619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8498643.000000 Penalty: 5511.025879
	Iteration 15Q: 3 clusters Score -8498643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66652 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8498659.000000 Penalty: 5511.025879
	Iteration 16Q: 3 clusters Score -8498659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66656 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8498681.000000 Penalty: 5511.025879
	Iteration 17Q: 3 clusters Score -8498681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66660 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8498691.000000 Penalty: 5511.025879
	Iteration 18Q: 3 clusters Score -8498691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66664 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8498696.000000 Penalty: 5511.025879
	Iteration 19Q: 3 clusters Score -8498696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66664 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8498693.000000 Penalty: 5511.025879
	Iteration 20F: 3 clusters Score -8498693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8498698.000000 Penalty: 5511.025879
	Iteration 21Q: 3 clusters Score -8498698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8498698.000000 Penalty: 5511.025879
	Iteration 22F: 3 clusters Score -8498698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72270 members 
Entering Unmasked Estep 
Score: -8945252.000000 Penalty: 2774.664795
	Iteration 0F: 2 clusters Score -8945252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -8896870.000000 Penalty: 5549.329590
	Iteration 0F: 3 clusters Score -8896870 nChanged 33679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -8915976.000000 Penalty: 5549.329590
	Iteration 1F: 3 clusters Score -8915976 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -8916984.000000 Penalty: 5549.329590
	Iteration 2Q: 3 clusters Score -8916984 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -8918705.000000 Penalty: 5549.329590
	Iteration 3F: 3 clusters Score -8918705 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -8921979.000000 Penalty: 5549.329590
	Iteration 4F: 3 clusters Score -8921979 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -8927264.000000 Penalty: 5549.329590
	Iteration 5F: 3 clusters Score -8927264 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -8933922.000000 Penalty: 5549.329590
	Iteration 6F: 3 clusters Score -8933922 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -8939165.000000 Penalty: 5549.329590
	Iteration 7F: 3 clusters Score -8939165 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8941534.000000 Penalty: 5549.329590
	Iteration 8Q: 3 clusters Score -8941534 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71577 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8942289.000000 Penalty: 5549.329590
	Iteration 9Q: 3 clusters Score -8942289 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71831 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8942574.000000 Penalty: 5549.329590
	Iteration 10Q: 3 clusters Score -8942574 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71924 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8942690.000000 Penalty: 5549.329590
	Iteration 11Q: 3 clusters Score -8942690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8942753.000000 Penalty: 5549.329590
	Iteration 12Q: 3 clusters Score -8942753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8942793.000000 Penalty: 5549.329590
	Iteration 13Q: 3 clusters Score -8942793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71987 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8942833.000000 Penalty: 5549.329590
	Iteration 14Q: 3 clusters Score -8942833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71989 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8942853.000000 Penalty: 5549.329590
	Iteration 15Q: 3 clusters Score -8942853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71992 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8942865.000000 Penalty: 5549.329590
	Iteration 16Q: 3 clusters Score -8942865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8942864.000000 Penalty: 5549.329590
	Iteration 17Q: 3 clusters Score -8942864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8942867.000000 Penalty: 5549.329590
	Iteration 18Q: 3 clusters Score -8942867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8942870.000000 Penalty: 5549.329590
	Iteration 19Q: 3 clusters Score -8942870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71991 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8942875.000000 Penalty: 5549.329590
	Iteration 20F: 3 clusters Score -8942875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71992 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8942867.000000 Penalty: 5549.329590
	Iteration 21Q: 3 clusters Score -8942867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8942875.000000 Penalty: 5549.329590
	Iteration 22Q: 3 clusters Score -8942875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71996 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8942879.000000 Penalty: 5549.329590
	Iteration 23Q: 3 clusters Score -8942879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8942889.000000 Penalty: 5549.329590
	Iteration 24Q: 3 clusters Score -8942889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8942889.000000 Penalty: 5549.329590
	Iteration 25Q: 3 clusters Score -8942889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8942889.000000 Penalty: 5549.329590
	Iteration 26F: 3 clusters Score -8942889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (167170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167170 members 
Entering Unmasked Estep 
Score: -21302648.000000 Penalty: 2982.638184
	Iteration 0F: 2 clusters Score -2.130265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83580 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -21193940.000000 Penalty: 5965.276367
	Iteration 0F: 3 clusters Score -2.119394e+07 nChanged 79936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -21240146.000000 Penalty: 5965.276367
	Iteration 1F: 3 clusters Score -2.124015e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 86230 members 
Entering Unmasked Estep 
Score: -21240978.000000 Penalty: 5965.276367
	Iteration 2Q: 3 clusters Score -2.124098e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Mstep: Class 2 contains 87971 members 
Entering Unmasked Estep 
Score: -21241776.000000 Penalty: 5965.276367
	Iteration 3Q: 3 clusters Score -2.124178e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 90640 members 
Entering Unmasked Estep 
Score: -21242850.000000 Penalty: 5965.276367
	Iteration 4Q: 3 clusters Score -2.124285e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72411 members 
Mstep: Class 2 contains 94759 members 
Entering Unmasked Estep 
Score: -21244528.000000 Penalty: 5965.276367
	Iteration 5Q: 3 clusters Score -2.124453e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66442 members 
Mstep: Class 2 contains 100728 members 
Entering Unmasked Estep 
Score: -21247442.000000 Penalty: 5965.276367
	Iteration 6Q: 3 clusters Score -2.124744e+07 nChanged 9172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 109190 members 
Entering Unmasked Estep 
Score: -21252310.000000 Penalty: 5965.276367
	Iteration 7F: 3 clusters Score -2.125231e+07 nChanged 11680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 120500 members 
Entering Unmasked Estep 
Score: -21260122.000000 Penalty: 5965.276367
	Iteration 8F: 3 clusters Score -2.126012e+07 nChanged 13575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 133867 members 
Entering Unmasked Estep 
Score: -21271696.000000 Penalty: 5965.276367
	Iteration 9F: 3 clusters Score -2.12717e+07 nChanged 13404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 147205 members 
Entering Unmasked Estep 
Score: -21284254.000000 Penalty: 5965.276367
	Iteration 10F: 3 clusters Score -2.128425e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 157382 members 
Entering Unmasked Estep 
Score: -21293122.000000 Penalty: 5965.276367
	Iteration 11F: 3 clusters Score -2.129312e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 163051 members 
Entering Unmasked Estep 
Score: -21297462.000000 Penalty: 5965.276367
	Iteration 12Q: 3 clusters Score -2.129746e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 165503 members 
Entering Unmasked Estep 
Score: -21299072.000000 Penalty: 5965.276367
	Iteration 13Q: 3 clusters Score -2.129907e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 166384 members 
Entering Unmasked Estep 
Score: -21299582.000000 Penalty: 5965.276367
	Iteration 14Q: 3 clusters Score -2.129958e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 166672 members 
Entering Unmasked Estep 
Score: -21299796.000000 Penalty: 5965.276367
	Iteration 15Q: 3 clusters Score -2.12998e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 166778 members 
Entering Unmasked Estep 
Score: -21299910.000000 Penalty: 5965.276367
	Iteration 16Q: 3 clusters Score -2.129991e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 166824 members 
Entering Unmasked Estep 
Score: -21299976.000000 Penalty: 5965.276367
	Iteration 17Q: 3 clusters Score -2.129998e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 166850 members 
Entering Unmasked Estep 
Score: -21300026.000000 Penalty: 5965.276367
	Iteration 18Q: 3 clusters Score -2.130003e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 166864 members 
Entering Unmasked Estep 
Score: -21300052.000000 Penalty: 5965.276367
	Iteration 19Q: 3 clusters Score -2.130005e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 166874 members 
Entering Unmasked Estep 
Score: -21300080.000000 Penalty: 5965.276367
	Iteration 20F: 3 clusters Score -2.130008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 166882 members 
Entering Unmasked Estep 
Score: -21300090.000000 Penalty: 5965.276367
	Iteration 21Q: 3 clusters Score -2.130009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 166887 members 
Entering Unmasked Estep 
Score: -21300110.000000 Penalty: 5965.276367
	Iteration 22Q: 3 clusters Score -2.130011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 166893 members 
Entering Unmasked Estep 
Score: -21300130.000000 Penalty: 5965.276367
	Iteration 23Q: 3 clusters Score -2.130013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 166895 members 
Entering Unmasked Estep 
Score: -21300132.000000 Penalty: 5965.276367
	Iteration 24Q: 3 clusters Score -2.130013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 166895 members 
Entering Unmasked Estep 
Score: -21300124.000000 Penalty: 5965.276367
	Iteration 25Q: 3 clusters Score -2.130012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 166895 members 
Entering Unmasked Estep 
Score: -21300124.000000 Penalty: 5965.276367
	Iteration 26F: 3 clusters Score -2.130012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (144525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144525 members 
Entering Unmasked Estep 
Score: -18630864.000000 Penalty: 2946.539551
	Iteration 0F: 2 clusters Score -1.863086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 72316 members 
Entering Unmasked Estep 
Score: -18537924.000000 Penalty: 5893.079102
	Iteration 0F: 3 clusters Score -1.853792e+07 nChanged 69203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72074 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -18577384.000000 Penalty: 5893.079102
	Iteration 1F: 3 clusters Score -1.857738e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -18577942.000000 Penalty: 5893.079102
	Iteration 2Q: 3 clusters Score -1.857794e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
Score: -18578646.000000 Penalty: 5893.079102
	Iteration 3Q: 3 clusters Score -1.857865e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72152 members 
Mstep: Class 2 contains 72373 members 
Entering Unmasked Estep 
Score: -18579408.000000 Penalty: 5893.079102
	Iteration 4Q: 3 clusters Score -1.857941e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 72238 members 
Entering Unmasked Estep 
Score: -18580196.000000 Penalty: 5893.079102
	Iteration 5Q: 3 clusters Score -1.85802e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72598 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -18581432.000000 Penalty: 5893.079102
	Iteration 6Q: 3 clusters Score -1.858143e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73051 members 
Mstep: Class 2 contains 71474 members 
Entering Unmasked Estep 
Score: -18582834.000000 Penalty: 5893.079102
	Iteration 7Q: 3 clusters Score -1.858283e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73552 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -18585064.000000 Penalty: 5893.079102
	Iteration 8Q: 3 clusters Score -1.858506e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74238 members 
Mstep: Class 2 contains 70287 members 
Entering Unmasked Estep 
Score: -18588232.000000 Penalty: 5893.079102
	Iteration 9Q: 3 clusters Score -1.858823e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 2 contains 69342 members 
Entering Unmasked Estep 
Score: -18592242.000000 Penalty: 5893.079102
	Iteration 10F: 3 clusters Score -1.859224e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -18597198.000000 Penalty: 5893.079102
	Iteration 11F: 3 clusters Score -1.85972e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 66626 members 
Entering Unmasked Estep 
Score: -18603108.000000 Penalty: 5893.079102
	Iteration 12F: 3 clusters Score -1.860311e+07 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -18608520.000000 Penalty: 5893.079102
	Iteration 13F: 3 clusters Score -1.860852e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -18611810.000000 Penalty: 5893.079102
	Iteration 14Q: 3 clusters Score -1.861181e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83372 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -18613280.000000 Penalty: 5893.079102
	Iteration 15Q: 3 clusters Score -1.861328e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85087 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -18613874.000000 Penalty: 5893.079102
	Iteration 16Q: 3 clusters Score -1.861387e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86883 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -18614456.000000 Penalty: 5893.079102
	Iteration 17Q: 3 clusters Score -1.861446e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88708 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -18614934.000000 Penalty: 5893.079102
	Iteration 18Q: 3 clusters Score -1.861493e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90608 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -18615376.000000 Penalty: 5893.079102
	Iteration 19Q: 3 clusters Score -1.861538e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92549 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -18615838.000000 Penalty: 5893.079102
	Iteration 20F: 3 clusters Score -1.861584e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94569 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -18616288.000000 Penalty: 5893.079102
	Iteration 21Q: 3 clusters Score -1.861629e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -18616798.000000 Penalty: 5893.079102
	Iteration 22Q: 3 clusters Score -1.86168e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98641 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -18617300.000000 Penalty: 5893.079102
	Iteration 23Q: 3 clusters Score -1.86173e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -18617750.000000 Penalty: 5893.079102
	Iteration 24Q: 3 clusters Score -1.861775e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102660 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -18618128.000000 Penalty: 5893.079102
	Iteration 25Q: 3 clusters Score -1.861813e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104683 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -18618630.000000 Penalty: 5893.079102
	Iteration 26Q: 3 clusters Score -1.861863e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106721 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -18618994.000000 Penalty: 5893.079102
	Iteration 27Q: 3 clusters Score -1.861899e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108736 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -18619408.000000 Penalty: 5893.079102
	Iteration 28Q: 3 clusters Score -1.861941e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110681 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -18619920.000000 Penalty: 5893.079102
	Iteration 29Q: 3 clusters Score -1.861992e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112625 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -18620264.000000 Penalty: 5893.079102
	Iteration 30Q: 3 clusters Score -1.862026e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114551 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -18620690.000000 Penalty: 5893.079102
	Iteration 31Q: 3 clusters Score -1.862069e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116415 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -18621090.000000 Penalty: 5893.079102
	Iteration 32Q: 3 clusters Score -1.862109e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118237 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -18621598.000000 Penalty: 5893.079102
	Iteration 33Q: 3 clusters Score -1.86216e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120019 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -18621940.000000 Penalty: 5893.079102
	Iteration 34Q: 3 clusters Score -1.862194e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121796 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -18622400.000000 Penalty: 5893.079102
	Iteration 35Q: 3 clusters Score -1.86224e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123509 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -18622796.000000 Penalty: 5893.079102
	Iteration 36Q: 3 clusters Score -1.86228e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125129 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -18623116.000000 Penalty: 5893.079102
	Iteration 37Q: 3 clusters Score -1.862312e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126732 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -18623526.000000 Penalty: 5893.079102
	Iteration 38Q: 3 clusters Score -1.862353e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128248 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -18623944.000000 Penalty: 5893.079102
	Iteration 39Q: 3 clusters Score -1.862394e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129674 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -18624254.000000 Penalty: 5893.079102
	Iteration 40F: 3 clusters Score -1.862425e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131082 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -18624606.000000 Penalty: 5893.079102
	Iteration 41Q: 3 clusters Score -1.862461e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132512 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -18625040.000000 Penalty: 5893.079102
	Iteration 42Q: 3 clusters Score -1.862504e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133863 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -18625426.000000 Penalty: 5893.079102
	Iteration 43Q: 3 clusters Score -1.862543e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135094 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -18625850.000000 Penalty: 5893.079102
	Iteration 44Q: 3 clusters Score -1.862585e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136218 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -18626158.000000 Penalty: 5893.079102
	Iteration 45Q: 3 clusters Score -1.862616e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137240 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -18626610.000000 Penalty: 5893.079102
	Iteration 46Q: 3 clusters Score -1.862661e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138150 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -18626938.000000 Penalty: 5893.079102
	Iteration 47Q: 3 clusters Score -1.862694e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138940 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -18627232.000000 Penalty: 5893.079102
	Iteration 48Q: 3 clusters Score -1.862723e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139627 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -18627510.000000 Penalty: 5893.079102
	Iteration 49Q: 3 clusters Score -1.862751e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140255 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -18627700.000000 Penalty: 5893.079102
	Iteration 50Q: 3 clusters Score -1.86277e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140821 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -18627880.000000 Penalty: 5893.079102
	Iteration 51Q: 3 clusters Score -1.862788e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141284 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -18627986.000000 Penalty: 5893.079102
	Iteration 52Q: 3 clusters Score -1.862799e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141667 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -18628156.000000 Penalty: 5893.079102
	Iteration 53Q: 3 clusters Score -1.862816e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141971 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -18628292.000000 Penalty: 5893.079102
	Iteration 54Q: 3 clusters Score -1.862829e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142241 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -18628364.000000 Penalty: 5893.079102
	Iteration 55Q: 3 clusters Score -1.862836e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142470 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -18628418.000000 Penalty: 5893.079102
	Iteration 56Q: 3 clusters Score -1.862842e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142675 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -18628456.000000 Penalty: 5893.079102
	Iteration 57Q: 3 clusters Score -1.862846e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142850 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -18628482.000000 Penalty: 5893.079102
	Iteration 58Q: 3 clusters Score -1.862848e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142983 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -18628492.000000 Penalty: 5893.079102
	Iteration 59Q: 3 clusters Score -1.862849e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143096 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -18628524.000000 Penalty: 5893.079102
	Iteration 60F: 3 clusters Score -1.862852e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143183 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -18628552.000000 Penalty: 5893.079102
	Iteration 61Q: 3 clusters Score -1.862855e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143260 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -18628616.000000 Penalty: 5893.079102
	Iteration 62Q: 3 clusters Score -1.862862e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143325 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -18628642.000000 Penalty: 5893.079102
	Iteration 63Q: 3 clusters Score -1.862864e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143379 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -18628626.000000 Penalty: 5893.079102
	Iteration 64Q: 3 clusters Score -1.862863e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143415 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -18628630.000000 Penalty: 5893.079102
	Iteration 65Q: 3 clusters Score -1.862863e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143443 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -18628630.000000 Penalty: 5893.079102
	Iteration 66Q: 3 clusters Score -1.862863e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143464 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -18628622.000000 Penalty: 5893.079102
	Iteration 67Q: 3 clusters Score -1.862862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143481 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -18628646.000000 Penalty: 5893.079102
	Iteration 68Q: 3 clusters Score -1.862865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143497 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -18628654.000000 Penalty: 5893.079102
	Iteration 69Q: 3 clusters Score -1.862865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143516 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -18628644.000000 Penalty: 5893.079102
	Iteration 70Q: 3 clusters Score -1.862864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143527 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -18628660.000000 Penalty: 5893.079102
	Iteration 71Q: 3 clusters Score -1.862866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143535 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -18628660.000000 Penalty: 5893.079102
	Iteration 72Q: 3 clusters Score -1.862866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143542 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -18628670.000000 Penalty: 5893.079102
	Iteration 73Q: 3 clusters Score -1.862867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143546 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -18628674.000000 Penalty: 5893.079102
	Iteration 74Q: 3 clusters Score -1.862867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143551 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -18628660.000000 Penalty: 5893.079102
	Iteration 75Q: 3 clusters Score -1.862866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143555 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -18628656.000000 Penalty: 5893.079102
	Iteration 76Q: 3 clusters Score -1.862866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143559 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -18628662.000000 Penalty: 5893.079102
	Iteration 77Q: 3 clusters Score -1.862866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143565 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -18628650.000000 Penalty: 5893.079102
	Iteration 78Q: 3 clusters Score -1.862865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143569 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -18628660.000000 Penalty: 5893.079102
	Iteration 79Q: 3 clusters Score -1.862866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143576 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -18628664.000000 Penalty: 5893.079102
	Iteration 80F: 3 clusters Score -1.862866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143580 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -18628660.000000 Penalty: 5893.079102
	Iteration 81Q: 3 clusters Score -1.862866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143580 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -18628660.000000 Penalty: 5893.079102
	Iteration 82F: 3 clusters Score -1.862866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Entering Unmasked Estep 
Score: -2781275.250000 Penalty: 2474.841064
	Iteration 0F: 2 clusters Score -2781275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2766146.750000 Penalty: 4949.682129
	Iteration 0F: 3 clusters Score -2766147 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2771354.000000 Penalty: 4949.682129
	Iteration 1F: 3 clusters Score -2771354 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2771687.750000 Penalty: 4949.682129
	Iteration 2Q: 3 clusters Score -2771688 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2771955.250000 Penalty: 4949.682129
	Iteration 3Q: 3 clusters Score -2771955 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2772161.000000 Penalty: 4949.682129
	Iteration 4Q: 3 clusters Score -2772161 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2772344.500000 Penalty: 4949.682129
	Iteration 5Q: 3 clusters Score -2772344 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2772529.500000 Penalty: 4949.682129
	Iteration 6Q: 3 clusters Score -2772530 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2772774.000000 Penalty: 4949.682129
	Iteration 7Q: 3 clusters Score -2772774 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2773090.750000 Penalty: 4949.682129
	Iteration 8Q: 3 clusters Score -2773091 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2773499.500000 Penalty: 4949.682129
	Iteration 9Q: 3 clusters Score -2773500 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2774096.750000 Penalty: 4949.682129
	Iteration 10Q: 3 clusters Score -2774097 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2774927.500000 Penalty: 4949.682129
	Iteration 11F: 3 clusters Score -2774928 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2775917.750000 Penalty: 4949.682129
	Iteration 12F: 3 clusters Score -2775918 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2776894.500000 Penalty: 4949.682129
	Iteration 13F: 3 clusters Score -2776894 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2777680.750000 Penalty: 4949.682129
	Iteration 14Q: 3 clusters Score -2777681 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2778223.750000 Penalty: 4949.682129
	Iteration 15Q: 3 clusters Score -2778224 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2778585.750000 Penalty: 4949.682129
	Iteration 16Q: 3 clusters Score -2778586 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2778817.750000 Penalty: 4949.682129
	Iteration 17Q: 3 clusters Score -2778818 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2778953.750000 Penalty: 4949.682129
	Iteration 18Q: 3 clusters Score -2778954 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2779028.750000 Penalty: 4949.682129
	Iteration 19Q: 3 clusters Score -2779029 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2779075.750000 Penalty: 4949.682129
	Iteration 20F: 3 clusters Score -2779076 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2779115.000000 Penalty: 4949.682129
	Iteration 21Q: 3 clusters Score -2779115 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -2779143.250000 Penalty: 4949.682129
	Iteration 22Q: 3 clusters Score -2779143 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2779154.750000 Penalty: 4949.682129
	Iteration 23Q: 3 clusters Score -2779155 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2779177.750000 Penalty: 4949.682129
	Iteration 24Q: 3 clusters Score -2779178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2779201.750000 Penalty: 4949.682129
	Iteration 25Q: 3 clusters Score -2779202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2779211.750000 Penalty: 4949.682129
	Iteration 26Q: 3 clusters Score -2779212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2779225.500000 Penalty: 4949.682129
	Iteration 27Q: 3 clusters Score -2779226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2779245.000000 Penalty: 4949.682129
	Iteration 28Q: 3 clusters Score -2779245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2779256.000000 Penalty: 4949.682129
	Iteration 29Q: 3 clusters Score -2779256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2779268.000000 Penalty: 4949.682129
	Iteration 30Q: 3 clusters Score -2779268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2779269.750000 Penalty: 4949.682129
	Iteration 31Q: 3 clusters Score -2779270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2779279.000000 Penalty: 4949.682129
	Iteration 32Q: 3 clusters Score -2779279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2779287.250000 Penalty: 4949.682129
	Iteration 33Q: 3 clusters Score -2779287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2779293.000000 Penalty: 4949.682129
	Iteration 34Q: 3 clusters Score -2779293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2779297.500000 Penalty: 4949.682129
	Iteration 35Q: 3 clusters Score -2779298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2779304.500000 Penalty: 4949.682129
	Iteration 36Q: 3 clusters Score -2779304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2779304.250000 Penalty: 4949.682129
	Iteration 37Q: 3 clusters Score -2779304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2779306.250000 Penalty: 4949.682129
	Iteration 38Q: 3 clusters Score -2779306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2779309.250000 Penalty: 4949.682129
	Iteration 39Q: 3 clusters Score -2779309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2779312.000000 Penalty: 4949.682129
	Iteration 40F: 3 clusters Score -2779312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2779311.000000 Penalty: 4949.682129
	Iteration 41Q: 3 clusters Score -2779311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2779313.250000 Penalty: 4949.682129
	Iteration 42Q: 3 clusters Score -2779313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2779317.250000 Penalty: 4949.682129
	Iteration 43Q: 3 clusters Score -2779317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2779317.250000 Penalty: 4949.682129
	Iteration 44Q: 3 clusters Score -2779317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2779320.000000 Penalty: 4949.682129
	Iteration 45Q: 3 clusters Score -2779320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2779319.750000 Penalty: 4949.682129
	Iteration 46Q: 3 clusters Score -2779320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2779321.750000 Penalty: 4949.682129
	Iteration 47Q: 3 clusters Score -2779322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2779318.250000 Penalty: 4949.682129
	Iteration 48Q: 3 clusters Score -2779318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2779318.250000 Penalty: 4949.682129
	Iteration 49F: 3 clusters Score -2779318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Entering Unmasked Estep 
Score: -1127854.375000 Penalty: 2266.140137
	Iteration 0F: 2 clusters Score -1127854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1120663.750000 Penalty: 4532.280273
	Iteration 0F: 3 clusters Score -1120664 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1122801.875000 Penalty: 4532.280273
	Iteration 1F: 3 clusters Score -1122802 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1123234.125000 Penalty: 4532.280273
	Iteration 2F: 3 clusters Score -1123234 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1123631.250000 Penalty: 4532.280273
	Iteration 3F: 3 clusters Score -1123631 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1124047.750000 Penalty: 4532.280273
	Iteration 4F: 3 clusters Score -1124048 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1124509.750000 Penalty: 4532.280273
	Iteration 5F: 3 clusters Score -1124510 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1124979.500000 Penalty: 4532.280273
	Iteration 6F: 3 clusters Score -1124980 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1125455.375000 Penalty: 4532.280273
	Iteration 7F: 3 clusters Score -1125455 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1125824.750000 Penalty: 4532.280273
	Iteration 8F: 3 clusters Score -1125825 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1126080.375000 Penalty: 4532.280273
	Iteration 9Q: 3 clusters Score -1126080 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1126247.250000 Penalty: 4532.280273
	Iteration 10Q: 3 clusters Score -1126247 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1126348.375000 Penalty: 4532.280273
	Iteration 11Q: 3 clusters Score -1126348 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1126422.875000 Penalty: 4532.280273
	Iteration 12Q: 3 clusters Score -1126423 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1126504.375000 Penalty: 4532.280273
	Iteration 13Q: 3 clusters Score -1126504 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1126570.500000 Penalty: 4532.280273
	Iteration 14Q: 3 clusters Score -1126570 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1126654.625000 Penalty: 4532.280273
	Iteration 15Q: 3 clusters Score -1126655 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1126762.250000 Penalty: 4532.280273
	Iteration 16Q: 3 clusters Score -1126762 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1126847.125000 Penalty: 4532.280273
	Iteration 17Q: 3 clusters Score -1126847 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1126934.125000 Penalty: 4532.280273
	Iteration 18Q: 3 clusters Score -1126934 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1127020.375000 Penalty: 4532.280273
	Iteration 19Q: 3 clusters Score -1127020 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1127108.125000 Penalty: 4532.280273
	Iteration 20F: 3 clusters Score -1127108 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1127184.375000 Penalty: 4532.280273
	Iteration 21Q: 3 clusters Score -1127184 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1127260.375000 Penalty: 4532.280273
	Iteration 22Q: 3 clusters Score -1127260 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1127323.375000 Penalty: 4532.280273
	Iteration 23Q: 3 clusters Score -1127323 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1127355.750000 Penalty: 4532.280273
	Iteration 24Q: 3 clusters Score -1127356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1127379.625000 Penalty: 4532.280273
	Iteration 25Q: 3 clusters Score -1127380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1127394.875000 Penalty: 4532.280273
	Iteration 26Q: 3 clusters Score -1127395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1127407.125000 Penalty: 4532.280273
	Iteration 27Q: 3 clusters Score -1127407 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1127418.500000 Penalty: 4532.280273
	Iteration 28Q: 3 clusters Score -1127418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1127423.875000 Penalty: 4532.280273
	Iteration 29Q: 3 clusters Score -1127424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1127423.125000 Penalty: 4532.280273
	Iteration 30Q: 3 clusters Score -1127423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1127427.625000 Penalty: 4532.280273
	Iteration 31Q: 3 clusters Score -1127428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1127431.750000 Penalty: 4532.280273
	Iteration 32Q: 3 clusters Score -1127432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1127433.750000 Penalty: 4532.280273
	Iteration 33Q: 3 clusters Score -1127434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1127434.125000 Penalty: 4532.280273
	Iteration 34Q: 3 clusters Score -1127434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1127433.875000 Penalty: 4532.280273
	Iteration 35Q: 3 clusters Score -1127434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1127433.875000 Penalty: 4532.280273
	Iteration 36F: 3 clusters Score -1127434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (154189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154189 members 
Entering Unmasked Estep 
Score: -19734174.000000 Penalty: 2962.591797
	Iteration 0F: 2 clusters Score -1.973417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -19634964.000000 Penalty: 5925.183594
	Iteration 0F: 3 clusters Score -1.963496e+07 nChanged 73702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -19678350.000000 Penalty: 5925.183594
	Iteration 1F: 3 clusters Score -1.967835e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85114 members 
Mstep: Class 2 contains 69075 members 
Entering Unmasked Estep 
Score: -19679730.000000 Penalty: 5925.183594
	Iteration 2Q: 3 clusters Score -1.967973e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89040 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -19681964.000000 Penalty: 5925.183594
	Iteration 3Q: 3 clusters Score -1.968196e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94592 members 
Mstep: Class 2 contains 59597 members 
Entering Unmasked Estep 
Score: -19685392.000000 Penalty: 5925.183594
	Iteration 4Q: 3 clusters Score -1.968539e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102075 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -19690842.000000 Penalty: 5925.183594
	Iteration 5F: 3 clusters Score -1.969084e+07 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110842 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -19698838.000000 Penalty: 5925.183594
	Iteration 6F: 3 clusters Score -1.969884e+07 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119012 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -19707538.000000 Penalty: 5925.183594
	Iteration 7F: 3 clusters Score -1.970754e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124922 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -19713980.000000 Penalty: 5925.183594
	Iteration 8F: 3 clusters Score -1.971398e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128839 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -19717676.000000 Penalty: 5925.183594
	Iteration 9Q: 3 clusters Score -1.971768e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131645 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -19719880.000000 Penalty: 5925.183594
	Iteration 10Q: 3 clusters Score -1.971988e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133972 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -19721380.000000 Penalty: 5925.183594
	Iteration 11Q: 3 clusters Score -1.972138e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136036 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -19722536.000000 Penalty: 5925.183594
	Iteration 12Q: 3 clusters Score -1.972254e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137968 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -19723526.000000 Penalty: 5925.183594
	Iteration 13Q: 3 clusters Score -1.972353e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139781 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -19724590.000000 Penalty: 5925.183594
	Iteration 14Q: 3 clusters Score -1.972459e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141537 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -19725540.000000 Penalty: 5925.183594
	Iteration 15Q: 3 clusters Score -1.972554e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143159 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -19726378.000000 Penalty: 5925.183594
	Iteration 16Q: 3 clusters Score -1.972638e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144588 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -19727220.000000 Penalty: 5925.183594
	Iteration 17Q: 3 clusters Score -1.972722e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145854 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -19727874.000000 Penalty: 5925.183594
	Iteration 18Q: 3 clusters Score -1.972787e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146996 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -19728616.000000 Penalty: 5925.183594
	Iteration 19Q: 3 clusters Score -1.972862e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148003 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -19729336.000000 Penalty: 5925.183594
	Iteration 20F: 3 clusters Score -1.972934e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148871 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -19729758.000000 Penalty: 5925.183594
	Iteration 21Q: 3 clusters Score -1.972976e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149563 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -19730120.000000 Penalty: 5925.183594
	Iteration 22Q: 3 clusters Score -1.973012e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150146 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -19730368.000000 Penalty: 5925.183594
	Iteration 23Q: 3 clusters Score -1.973037e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150608 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -19730572.000000 Penalty: 5925.183594
	Iteration 24Q: 3 clusters Score -1.973057e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151002 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -19730770.000000 Penalty: 5925.183594
	Iteration 25Q: 3 clusters Score -1.973077e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151324 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -19730890.000000 Penalty: 5925.183594
	Iteration 26Q: 3 clusters Score -1.973089e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151585 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -19730996.000000 Penalty: 5925.183594
	Iteration 27Q: 3 clusters Score -1.9731e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151777 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -19731028.000000 Penalty: 5925.183594
	Iteration 28Q: 3 clusters Score -1.973103e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151945 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -19731098.000000 Penalty: 5925.183594
	Iteration 29Q: 3 clusters Score -1.97311e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152081 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -19731156.000000 Penalty: 5925.183594
	Iteration 30Q: 3 clusters Score -1.973116e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152206 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -19731190.000000 Penalty: 5925.183594
	Iteration 31Q: 3 clusters Score -1.973119e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152308 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -19731258.000000 Penalty: 5925.183594
	Iteration 32Q: 3 clusters Score -1.973126e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152401 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -19731274.000000 Penalty: 5925.183594
	Iteration 33Q: 3 clusters Score -1.973127e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152480 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -19731318.000000 Penalty: 5925.183594
	Iteration 34Q: 3 clusters Score -1.973132e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152549 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -19731358.000000 Penalty: 5925.183594
	Iteration 35Q: 3 clusters Score -1.973136e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152606 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -19731378.000000 Penalty: 5925.183594
	Iteration 36Q: 3 clusters Score -1.973138e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152661 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -19731440.000000 Penalty: 5925.183594
	Iteration 37Q: 3 clusters Score -1.973144e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -19731460.000000 Penalty: 5925.183594
	Iteration 38Q: 3 clusters Score -1.973146e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152746 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -19731462.000000 Penalty: 5925.183594
	Iteration 39Q: 3 clusters Score -1.973146e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152770 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -19731474.000000 Penalty: 5925.183594
	Iteration 40F: 3 clusters Score -1.973147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152792 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -19731498.000000 Penalty: 5925.183594
	Iteration 41Q: 3 clusters Score -1.97315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152817 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -19731528.000000 Penalty: 5925.183594
	Iteration 42Q: 3 clusters Score -1.973153e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152836 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -19731540.000000 Penalty: 5925.183594
	Iteration 43Q: 3 clusters Score -1.973154e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152853 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -19731532.000000 Penalty: 5925.183594
	Iteration 44Q: 3 clusters Score -1.973153e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152873 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -19731542.000000 Penalty: 5925.183594
	Iteration 45Q: 3 clusters Score -1.973154e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152885 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -19731562.000000 Penalty: 5925.183594
	Iteration 46Q: 3 clusters Score -1.973156e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152902 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -19731552.000000 Penalty: 5925.183594
	Iteration 47Q: 3 clusters Score -1.973155e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152911 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -19731564.000000 Penalty: 5925.183594
	Iteration 48Q: 3 clusters Score -1.973156e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152922 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -19731570.000000 Penalty: 5925.183594
	Iteration 49Q: 3 clusters Score -1.973157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152932 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -19731558.000000 Penalty: 5925.183594
	Iteration 50Q: 3 clusters Score -1.973156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152938 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -19731582.000000 Penalty: 5925.183594
	Iteration 51Q: 3 clusters Score -1.973158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152949 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -19731586.000000 Penalty: 5925.183594
	Iteration 52Q: 3 clusters Score -1.973159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152955 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -19731588.000000 Penalty: 5925.183594
	Iteration 53Q: 3 clusters Score -1.973159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152961 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -19731604.000000 Penalty: 5925.183594
	Iteration 54Q: 3 clusters Score -1.97316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152974 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -19731612.000000 Penalty: 5925.183594
	Iteration 55Q: 3 clusters Score -1.973161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152987 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -19731628.000000 Penalty: 5925.183594
	Iteration 56Q: 3 clusters Score -1.973163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153005 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -19731636.000000 Penalty: 5925.183594
	Iteration 57Q: 3 clusters Score -1.973164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153012 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -19731652.000000 Penalty: 5925.183594
	Iteration 58Q: 3 clusters Score -1.973165e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153021 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -19731640.000000 Penalty: 5925.183594
	Iteration 59Q: 3 clusters Score -1.973164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153030 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -19731648.000000 Penalty: 5925.183594
	Iteration 60F: 3 clusters Score -1.973165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153037 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -19731650.000000 Penalty: 5925.183594
	Iteration 61Q: 3 clusters Score -1.973165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153042 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -19731642.000000 Penalty: 5925.183594
	Iteration 62Q: 3 clusters Score -1.973164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153053 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -19731646.000000 Penalty: 5925.183594
	Iteration 63Q: 3 clusters Score -1.973165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153056 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -19731646.000000 Penalty: 5925.183594
	Iteration 64Q: 3 clusters Score -1.973165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153057 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -19731642.000000 Penalty: 5925.183594
	Iteration 65Q: 3 clusters Score -1.973164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153060 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -19731648.000000 Penalty: 5925.183594
	Iteration 66Q: 3 clusters Score -1.973165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153063 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -19731656.000000 Penalty: 5925.183594
	Iteration 67Q: 3 clusters Score -1.973166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153065 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -19731660.000000 Penalty: 5925.183594
	Iteration 68Q: 3 clusters Score -1.973166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153067 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -19731676.000000 Penalty: 5925.183594
	Iteration 69Q: 3 clusters Score -1.973168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153069 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -19731682.000000 Penalty: 5925.183594
	Iteration 70Q: 3 clusters Score -1.973168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153071 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -19731676.000000 Penalty: 5925.183594
	Iteration 71Q: 3 clusters Score -1.973168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153072 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -19731678.000000 Penalty: 5925.183594
	Iteration 72Q: 3 clusters Score -1.973168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153073 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -19731662.000000 Penalty: 5925.183594
	Iteration 73Q: 3 clusters Score -1.973166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153073 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -19731662.000000 Penalty: 5925.183594
	Iteration 74F: 3 clusters Score -1.973166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (164676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164676 members 
Entering Unmasked Estep 
Score: -21124956.000000 Penalty: 2978.910156
	Iteration 0F: 2 clusters Score -2.112496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82433 members 
Mstep: Class 2 contains 82243 members 
Entering Unmasked Estep 
Score: -21018714.000000 Penalty: 5957.820312
	Iteration 0F: 3 clusters Score -2.101871e+07 nChanged 78466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 82263 members 
Entering Unmasked Estep 
Score: -21064058.000000 Penalty: 5957.820312
	Iteration 1F: 3 clusters Score -2.106406e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81897 members 
Mstep: Class 2 contains 82779 members 
Entering Unmasked Estep 
Score: -21065054.000000 Penalty: 5957.820312
	Iteration 2Q: 3 clusters Score -2.106505e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81123 members 
Mstep: Class 2 contains 83553 members 
Entering Unmasked Estep 
Score: -21066144.000000 Penalty: 5957.820312
	Iteration 3Q: 3 clusters Score -2.106614e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 84758 members 
Entering Unmasked Estep 
Score: -21067192.000000 Penalty: 5957.820312
	Iteration 4Q: 3 clusters Score -2.106719e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -21068466.000000 Penalty: 5957.820312
	Iteration 5Q: 3 clusters Score -2.106847e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -21069964.000000 Penalty: 5957.820312
	Iteration 6Q: 3 clusters Score -2.106996e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 91653 members 
Entering Unmasked Estep 
Score: -21072014.000000 Penalty: 5957.820312
	Iteration 7Q: 3 clusters Score -2.107201e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 95711 members 
Entering Unmasked Estep 
Score: -21074660.000000 Penalty: 5957.820312
	Iteration 8Q: 3 clusters Score -2.107466e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 101067 members 
Entering Unmasked Estep 
Score: -21078082.000000 Penalty: 5957.820312
	Iteration 9Q: 3 clusters Score -2.107808e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 107726 members 
Entering Unmasked Estep 
Score: -21082266.000000 Penalty: 5957.820312
	Iteration 10F: 3 clusters Score -2.108227e+07 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 115551 members 
Entering Unmasked Estep 
Score: -21087974.000000 Penalty: 5957.820312
	Iteration 11F: 3 clusters Score -2.108797e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 124076 members 
Entering Unmasked Estep 
Score: -21094676.000000 Penalty: 5957.820312
	Iteration 12F: 3 clusters Score -2.109468e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 132385 members 
Entering Unmasked Estep 
Score: -21101524.000000 Penalty: 5957.820312
	Iteration 13F: 3 clusters Score -2.110152e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 139561 members 
Entering Unmasked Estep 
Score: -21107384.000000 Penalty: 5957.820312
	Iteration 14Q: 3 clusters Score -2.110738e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 145130 members 
Entering Unmasked Estep 
Score: -21111840.000000 Penalty: 5957.820312
	Iteration 15Q: 3 clusters Score -2.111184e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 149427 members 
Entering Unmasked Estep 
Score: -21114890.000000 Penalty: 5957.820312
	Iteration 16Q: 3 clusters Score -2.111489e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 152996 members 
Entering Unmasked Estep 
Score: -21117312.000000 Penalty: 5957.820312
	Iteration 17Q: 3 clusters Score -2.111731e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 156057 members 
Entering Unmasked Estep 
Score: -21119064.000000 Penalty: 5957.820312
	Iteration 18Q: 3 clusters Score -2.111906e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 158580 members 
Entering Unmasked Estep 
Score: -21120314.000000 Penalty: 5957.820312
	Iteration 19Q: 3 clusters Score -2.112031e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 160507 members 
Entering Unmasked Estep 
Score: -21121180.000000 Penalty: 5957.820312
	Iteration 20F: 3 clusters Score -2.112118e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 161846 members 
Entering Unmasked Estep 
Score: -21121658.000000 Penalty: 5957.820312
	Iteration 21Q: 3 clusters Score -2.112166e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 162721 members 
Entering Unmasked Estep 
Score: -21122056.000000 Penalty: 5957.820312
	Iteration 22Q: 3 clusters Score -2.112206e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 163282 members 
Entering Unmasked Estep 
Score: -21122154.000000 Penalty: 5957.820312
	Iteration 23Q: 3 clusters Score -2.112215e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 163630 members 
Entering Unmasked Estep 
Score: -21122226.000000 Penalty: 5957.820312
	Iteration 24Q: 3 clusters Score -2.112223e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 163818 members 
Entering Unmasked Estep 
Score: -21122314.000000 Penalty: 5957.820312
	Iteration 25Q: 3 clusters Score -2.112231e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 163950 members 
Entering Unmasked Estep 
Score: -21122364.000000 Penalty: 5957.820312
	Iteration 26Q: 3 clusters Score -2.112236e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 164028 members 
Entering Unmasked Estep 
Score: -21122434.000000 Penalty: 5957.820312
	Iteration 27Q: 3 clusters Score -2.112243e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 164068 members 
Entering Unmasked Estep 
Score: -21122436.000000 Penalty: 5957.820312
	Iteration 28Q: 3 clusters Score -2.112244e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 164098 members 
Entering Unmasked Estep 
Score: -21122456.000000 Penalty: 5957.820312
	Iteration 29Q: 3 clusters Score -2.112246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 164117 members 
Entering Unmasked Estep 
Score: -21122454.000000 Penalty: 5957.820312
	Iteration 30Q: 3 clusters Score -2.112245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 164129 members 
Entering Unmasked Estep 
Score: -21122466.000000 Penalty: 5957.820312
	Iteration 31Q: 3 clusters Score -2.112247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 164136 members 
Entering Unmasked Estep 
Score: -21122462.000000 Penalty: 5957.820312
	Iteration 32Q: 3 clusters Score -2.112246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 164144 members 
Entering Unmasked Estep 
Score: -21122470.000000 Penalty: 5957.820312
	Iteration 33Q: 3 clusters Score -2.112247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 164149 members 
Entering Unmasked Estep 
Score: -21122474.000000 Penalty: 5957.820312
	Iteration 34Q: 3 clusters Score -2.112247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 164155 members 
Entering Unmasked Estep 
Score: -21122480.000000 Penalty: 5957.820312
	Iteration 35Q: 3 clusters Score -2.112248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 164162 members 
Entering Unmasked Estep 
Score: -21122490.000000 Penalty: 5957.820312
	Iteration 36Q: 3 clusters Score -2.112249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 164168 members 
Entering Unmasked Estep 
Score: -21122502.000000 Penalty: 5957.820312
	Iteration 37Q: 3 clusters Score -2.11225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 164180 members 
Entering Unmasked Estep 
Score: -21122506.000000 Penalty: 5957.820312
	Iteration 38Q: 3 clusters Score -2.112251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 164188 members 
Entering Unmasked Estep 
Score: -21122502.000000 Penalty: 5957.820312
	Iteration 39Q: 3 clusters Score -2.11225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 164196 members 
Entering Unmasked Estep 
Score: -21122484.000000 Penalty: 5957.820312
	Iteration 40F: 3 clusters Score -2.112248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 164200 members 
Entering Unmasked Estep 
Score: -21122496.000000 Penalty: 5957.820312
	Iteration 41Q: 3 clusters Score -2.11225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 164203 members 
Entering Unmasked Estep 
Score: -21122510.000000 Penalty: 5957.820312
	Iteration 42Q: 3 clusters Score -2.112251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 164212 members 
Entering Unmasked Estep 
Score: -21122528.000000 Penalty: 5957.820312
	Iteration 43Q: 3 clusters Score -2.112253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 164220 members 
Entering Unmasked Estep 
Score: -21122532.000000 Penalty: 5957.820312
	Iteration 44Q: 3 clusters Score -2.112253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 164223 members 
Entering Unmasked Estep 
Score: -21122526.000000 Penalty: 5957.820312
	Iteration 45Q: 3 clusters Score -2.112253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 164223 members 
Entering Unmasked Estep 
Score: -21122524.000000 Penalty: 5957.820312
	Iteration 46Q: 3 clusters Score -2.112252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 164226 members 
Entering Unmasked Estep 
Score: -21122514.000000 Penalty: 5957.820312
	Iteration 47Q: 3 clusters Score -2.112251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 164228 members 
Entering Unmasked Estep 
Score: -21122516.000000 Penalty: 5957.820312
	Iteration 48Q: 3 clusters Score -2.112252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 164227 members 
Entering Unmasked Estep 
Score: -21122516.000000 Penalty: 5957.820312
	Iteration 49Q: 3 clusters Score -2.112252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 164225 members 
Entering Unmasked Estep 
Score: -21122530.000000 Penalty: 5957.820312
	Iteration 50Q: 3 clusters Score -2.112253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 164225 members 
Entering Unmasked Estep 
Score: -21122530.000000 Penalty: 5957.820312
	Iteration 51F: 3 clusters Score -2.112253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -82844.085938 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -82844.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81248.570312 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -81248.57 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -82020.820312 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -82020.82 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82480.171875 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -82480.17 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -82770.828125 Penalty: 3328.419434
	Iteration 3F: 3 clusters Score -82770.83 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82953.117188 Penalty: 3328.419434
	Iteration 4F: 3 clusters Score -82953.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83105.335938 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -83105.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83223.937500 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -83223.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -83299.781250 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -83299.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -83318.117188 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -83318.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -83327.109375 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -83327.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -83327.109375 Penalty: 3328.419434
	Iteration 10F: 3 clusters Score -83327.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57801 members 
Mstep: Class 3 contains 68895 members 
Mstep: Class 4 contains 109542 members 
Mstep: Class 5 contains 66899 members 
Mstep: Class 6 contains 72270 members 
Mstep: Class 7 contains 167170 members 
Mstep: Class 8 contains 144525 members 
Mstep: Class 9 contains 21573 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154189 members 
Mstep: Class 12 contains 164676 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159970 members 
Mstep: Class 16 contains 79287 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Mstep: Class 22 contains 255 members 
Entering Unmasked Estep 
Score: -161343952.000000 Penalty: 76770.804688
Splitting cluster 13 changes total score from -161345248.000000 to -161343952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -137817.453125 Penalty: 1759.575928
	Iteration 0F: 2 clusters Score -137817.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -135830.484375 Penalty: 3519.151855
	Iteration 0F: 3 clusters Score -135830.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -136458.562500 Penalty: 3519.151855
	Iteration 1F: 3 clusters Score -136458.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -136921.531250 Penalty: 3519.151855
	Iteration 2F: 3 clusters Score -136921.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -137194.875000 Penalty: 3519.151855
	Iteration 3F: 3 clusters Score -137194.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -137307.484375 Penalty: 3519.151855
	Iteration 4Q: 3 clusters Score -137307.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -137382.968750 Penalty: 3519.151855
	Iteration 5Q: 3 clusters Score -137383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -137452.390625 Penalty: 3519.151855
	Iteration 6Q: 3 clusters Score -137452.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -137477.531250 Penalty: 3519.151855
	Iteration 7Q: 3 clusters Score -137477.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -137487.703125 Penalty: 3519.151855
	Iteration 8Q: 3 clusters Score -137487.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -137496.031250 Penalty: 3519.151855
	Iteration 9Q: 3 clusters Score -137496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -137499.453125 Penalty: 3519.151855
	Iteration 10Q: 3 clusters Score -137499.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -137502.531250 Penalty: 3519.151855
	Iteration 11Q: 3 clusters Score -137502.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -137504.687500 Penalty: 3519.151855
	Iteration 12Q: 3 clusters Score -137504.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -137509.656250 Penalty: 3519.151855
	Iteration 13Q: 3 clusters Score -137509.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -137516.468750 Penalty: 3519.151855
	Iteration 14Q: 3 clusters Score -137516.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -137521.000000 Penalty: 3519.151855
	Iteration 15Q: 3 clusters Score -137521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -137527.421875 Penalty: 3519.151855
	Iteration 16Q: 3 clusters Score -137527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -137529.031250 Penalty: 3519.151855
	Iteration 17Q: 3 clusters Score -137529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -137530.296875 Penalty: 3519.151855
	Iteration 18Q: 3 clusters Score -137530.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -137533.500000 Penalty: 3519.151855
	Iteration 19Q: 3 clusters Score -137533.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -137539.390625 Penalty: 3519.151855
	Iteration 20F: 3 clusters Score -137539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -137543.703125 Penalty: 3519.151855
	Iteration 21Q: 3 clusters Score -137543.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -137552.265625 Penalty: 3519.151855
	Iteration 22Q: 3 clusters Score -137552.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -137562.812500 Penalty: 3519.151855
	Iteration 23Q: 3 clusters Score -137562.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -137583.406250 Penalty: 3519.151855
	Iteration 24Q: 3 clusters Score -137583.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -137609.265625 Penalty: 3519.151855
	Iteration 25Q: 3 clusters Score -137609.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -137639.765625 Penalty: 3519.151855
	Iteration 26Q: 3 clusters Score -137639.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -137660.031250 Penalty: 3519.151855
	Iteration 27Q: 3 clusters Score -137660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -137678.890625 Penalty: 3519.151855
	Iteration 28Q: 3 clusters Score -137678.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -137695.031250 Penalty: 3519.151855
	Iteration 29Q: 3 clusters Score -137695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -137702.437500 Penalty: 3519.151855
	Iteration 30Q: 3 clusters Score -137702.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -137711.015625 Penalty: 3519.151855
	Iteration 31Q: 3 clusters Score -137711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -137731.000000 Penalty: 3519.151855
	Iteration 32Q: 3 clusters Score -137731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -137763.656250 Penalty: 3519.151855
	Iteration 33Q: 3 clusters Score -137763.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137793.796875 Penalty: 3519.151855
	Iteration 34Q: 3 clusters Score -137793.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -137826.531250 Penalty: 3519.151855
	Iteration 35Q: 3 clusters Score -137826.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -137842.078125 Penalty: 3519.151855
	Iteration 36Q: 3 clusters Score -137842.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -137847.875000 Penalty: 3519.151855
	Iteration 37Q: 3 clusters Score -137847.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -137849.390625 Penalty: 3519.151855
	Iteration 38Q: 3 clusters Score -137849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -137850.046875 Penalty: 3519.151855
	Iteration 39Q: 3 clusters Score -137850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -137854.046875 Penalty: 3519.151855
	Iteration 40F: 3 clusters Score -137854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -137857.968750 Penalty: 3519.151855
	Iteration 41Q: 3 clusters Score -137858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -137863.468750 Penalty: 3519.151855
	Iteration 42Q: 3 clusters Score -137863.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -137868.578125 Penalty: 3519.151855
	Iteration 43Q: 3 clusters Score -137868.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -137875.718750 Penalty: 3519.151855
	Iteration 44Q: 3 clusters Score -137875.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -137876.890625 Penalty: 3519.151855
	Iteration 45Q: 3 clusters Score -137876.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -137876.890625 Penalty: 3519.151855
	Iteration 46F: 3 clusters Score -137876.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57801 members 
Mstep: Class 3 contains 68895 members 
Mstep: Class 4 contains 109542 members 
Mstep: Class 5 contains 66899 members 
Mstep: Class 6 contains 72270 members 
Mstep: Class 7 contains 167170 members 
Mstep: Class 8 contains 144525 members 
Mstep: Class 9 contains 21573 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154189 members 
Mstep: Class 12 contains 164676 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 659 members 
Mstep: Class 15 contains 159970 members 
Mstep: Class 16 contains 79287 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Mstep: Class 22 contains 547 members 
Entering Unmasked Estep 
Score: -161343376.000000 Penalty: 76770.804688
Splitting cluster 14 changes total score from -161345248.000000 to -161343376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (159970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159970 members 
Entering Unmasked Estep 
Score: -20309826.000000 Penalty: 2971.719971
	Iteration 0F: 2 clusters Score -2.030983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 79963 members 
Entering Unmasked Estep 
Score: -20203426.000000 Penalty: 5943.439941
	Iteration 0F: 3 clusters Score -2.020343e+07 nChanged 76345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80280 members 
Mstep: Class 2 contains 79690 members 
Entering Unmasked Estep 
Score: -20247850.000000 Penalty: 5943.439941
	Iteration 1F: 3 clusters Score -2.024785e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -20248804.000000 Penalty: 5943.439941
	Iteration 2Q: 3 clusters Score -2.02488e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
Score: -20249788.000000 Penalty: 5943.439941
	Iteration 3Q: 3 clusters Score -2.024979e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -20251558.000000 Penalty: 5943.439941
	Iteration 4Q: 3 clusters Score -2.025156e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79753 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -20253506.000000 Penalty: 5943.439941
	Iteration 5Q: 3 clusters Score -2.025351e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78529 members 
Mstep: Class 2 contains 81441 members 
Entering Unmasked Estep 
Score: -20256844.000000 Penalty: 5943.439941
	Iteration 6Q: 3 clusters Score -2.025684e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -20261820.000000 Penalty: 5943.439941
	Iteration 7F: 3 clusters Score -2.026182e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72151 members 
Mstep: Class 2 contains 87819 members 
Entering Unmasked Estep 
Score: -20269080.000000 Penalty: 5943.439941
	Iteration 8F: 3 clusters Score -2.026908e+07 nChanged 11635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67244 members 
Mstep: Class 2 contains 92726 members 
Entering Unmasked Estep 
Score: -20278506.000000 Penalty: 5943.439941
	Iteration 9F: 3 clusters Score -2.027851e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62519 members 
Mstep: Class 2 contains 97451 members 
Entering Unmasked Estep 
Score: -20286976.000000 Penalty: 5943.439941
	Iteration 10F: 3 clusters Score -2.028698e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 101183 members 
Entering Unmasked Estep 
Score: -20291444.000000 Penalty: 5943.439941
	Iteration 11Q: 3 clusters Score -2.029144e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 104432 members 
Entering Unmasked Estep 
Score: -20293444.000000 Penalty: 5943.439941
	Iteration 12Q: 3 clusters Score -2.029344e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 107489 members 
Entering Unmasked Estep 
Score: -20294928.000000 Penalty: 5943.439941
	Iteration 13Q: 3 clusters Score -2.029493e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 110574 members 
Entering Unmasked Estep 
Score: -20296250.000000 Penalty: 5943.439941
	Iteration 14Q: 3 clusters Score -2.029625e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 113682 members 
Entering Unmasked Estep 
Score: -20297578.000000 Penalty: 5943.439941
	Iteration 15Q: 3 clusters Score -2.029758e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 116774 members 
Entering Unmasked Estep 
Score: -20299082.000000 Penalty: 5943.439941
	Iteration 16Q: 3 clusters Score -2.029908e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 119776 members 
Entering Unmasked Estep 
Score: -20300280.000000 Penalty: 5943.439941
	Iteration 17Q: 3 clusters Score -2.030028e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 122507 members 
Entering Unmasked Estep 
Score: -20301448.000000 Penalty: 5943.439941
	Iteration 18Q: 3 clusters Score -2.030145e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 125081 members 
Entering Unmasked Estep 
Score: -20302428.000000 Penalty: 5943.439941
	Iteration 19Q: 3 clusters Score -2.030243e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 127526 members 
Entering Unmasked Estep 
Score: -20303320.000000 Penalty: 5943.439941
	Iteration 20F: 3 clusters Score -2.030332e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 129684 members 
Entering Unmasked Estep 
Score: -20304156.000000 Penalty: 5943.439941
	Iteration 21Q: 3 clusters Score -2.030416e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 131662 members 
Entering Unmasked Estep 
Score: -20304862.000000 Penalty: 5943.439941
	Iteration 22Q: 3 clusters Score -2.030486e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 133512 members 
Entering Unmasked Estep 
Score: -20305404.000000 Penalty: 5943.439941
	Iteration 23Q: 3 clusters Score -2.03054e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 135220 members 
Entering Unmasked Estep 
Score: -20306046.000000 Penalty: 5943.439941
	Iteration 24Q: 3 clusters Score -2.030605e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 136783 members 
Entering Unmasked Estep 
Score: -20306528.000000 Penalty: 5943.439941
	Iteration 25Q: 3 clusters Score -2.030653e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 138212 members 
Entering Unmasked Estep 
Score: -20306910.000000 Penalty: 5943.439941
	Iteration 26Q: 3 clusters Score -2.030691e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 139527 members 
Entering Unmasked Estep 
Score: -20307388.000000 Penalty: 5943.439941
	Iteration 27Q: 3 clusters Score -2.030739e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 140714 members 
Entering Unmasked Estep 
Score: -20307640.000000 Penalty: 5943.439941
	Iteration 28Q: 3 clusters Score -2.030764e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 141837 members 
Entering Unmasked Estep 
Score: -20307912.000000 Penalty: 5943.439941
	Iteration 29Q: 3 clusters Score -2.030791e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 142803 members 
Entering Unmasked Estep 
Score: -20308150.000000 Penalty: 5943.439941
	Iteration 30Q: 3 clusters Score -2.030815e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 143654 members 
Entering Unmasked Estep 
Score: -20308396.000000 Penalty: 5943.439941
	Iteration 31Q: 3 clusters Score -2.03084e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 144467 members 
Entering Unmasked Estep 
Score: -20308554.000000 Penalty: 5943.439941
	Iteration 32Q: 3 clusters Score -2.030855e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 145195 members 
Entering Unmasked Estep 
Score: -20308656.000000 Penalty: 5943.439941
	Iteration 33Q: 3 clusters Score -2.030866e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 145862 members 
Entering Unmasked Estep 
Score: -20308810.000000 Penalty: 5943.439941
	Iteration 34Q: 3 clusters Score -2.030881e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 146448 members 
Entering Unmasked Estep 
Score: -20308944.000000 Penalty: 5943.439941
	Iteration 35Q: 3 clusters Score -2.030894e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 146986 members 
Entering Unmasked Estep 
Score: -20309108.000000 Penalty: 5943.439941
	Iteration 36Q: 3 clusters Score -2.030911e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 147462 members 
Entering Unmasked Estep 
Score: -20309156.000000 Penalty: 5943.439941
	Iteration 37Q: 3 clusters Score -2.030916e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 147900 members 
Entering Unmasked Estep 
Score: -20309272.000000 Penalty: 5943.439941
	Iteration 38Q: 3 clusters Score -2.030927e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 148285 members 
Entering Unmasked Estep 
Score: -20309400.000000 Penalty: 5943.439941
	Iteration 39Q: 3 clusters Score -2.03094e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 148639 members 
Entering Unmasked Estep 
Score: -20309412.000000 Penalty: 5943.439941
	Iteration 40F: 3 clusters Score -2.030941e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 148960 members 
Entering Unmasked Estep 
Score: -20309474.000000 Penalty: 5943.439941
	Iteration 41Q: 3 clusters Score -2.030947e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 149238 members 
Entering Unmasked Estep 
Score: -20309568.000000 Penalty: 5943.439941
	Iteration 42Q: 3 clusters Score -2.030957e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 149509 members 
Entering Unmasked Estep 
Score: -20309618.000000 Penalty: 5943.439941
	Iteration 43Q: 3 clusters Score -2.030962e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 149729 members 
Entering Unmasked Estep 
Score: -20309620.000000 Penalty: 5943.439941
	Iteration 44Q: 3 clusters Score -2.030962e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 149903 members 
Entering Unmasked Estep 
Score: -20309632.000000 Penalty: 5943.439941
	Iteration 45Q: 3 clusters Score -2.030963e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 150076 members 
Entering Unmasked Estep 
Score: -20309668.000000 Penalty: 5943.439941
	Iteration 46Q: 3 clusters Score -2.030967e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 150215 members 
Entering Unmasked Estep 
Score: -20309654.000000 Penalty: 5943.439941
	Iteration 47Q: 3 clusters Score -2.030965e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 150351 members 
Entering Unmasked Estep 
Score: -20309676.000000 Penalty: 5943.439941
	Iteration 48Q: 3 clusters Score -2.030968e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 150491 members 
Entering Unmasked Estep 
Score: -20309686.000000 Penalty: 5943.439941
	Iteration 49Q: 3 clusters Score -2.030969e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 150617 members 
Entering Unmasked Estep 
Score: -20309658.000000 Penalty: 5943.439941
	Iteration 50Q: 3 clusters Score -2.030966e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 150731 members 
Entering Unmasked Estep 
Score: -20309678.000000 Penalty: 5943.439941
	Iteration 51Q: 3 clusters Score -2.030968e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 150847 members 
Entering Unmasked Estep 
Score: -20309674.000000 Penalty: 5943.439941
	Iteration 52Q: 3 clusters Score -2.030967e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 150956 members 
Entering Unmasked Estep 
Score: -20309710.000000 Penalty: 5943.439941
	Iteration 53Q: 3 clusters Score -2.030971e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 151063 members 
Entering Unmasked Estep 
Score: -20309664.000000 Penalty: 5943.439941
	Iteration 54Q: 3 clusters Score -2.030966e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 151165 members 
Entering Unmasked Estep 
Score: -20309690.000000 Penalty: 5943.439941
	Iteration 55Q: 3 clusters Score -2.030969e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 151238 members 
Entering Unmasked Estep 
Score: -20309664.000000 Penalty: 5943.439941
	Iteration 56Q: 3 clusters Score -2.030966e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 151313 members 
Entering Unmasked Estep 
Score: -20309678.000000 Penalty: 5943.439941
	Iteration 57Q: 3 clusters Score -2.030968e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 151387 members 
Entering Unmasked Estep 
Score: -20309684.000000 Penalty: 5943.439941
	Iteration 58Q: 3 clusters Score -2.030968e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 151458 members 
Entering Unmasked Estep 
Score: -20309658.000000 Penalty: 5943.439941
	Iteration 59Q: 3 clusters Score -2.030966e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 151518 members 
Entering Unmasked Estep 
Score: -20309680.000000 Penalty: 5943.439941
	Iteration 60F: 3 clusters Score -2.030968e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 151567 members 
Entering Unmasked Estep 
Score: -20309666.000000 Penalty: 5943.439941
	Iteration 61Q: 3 clusters Score -2.030967e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 151607 members 
Entering Unmasked Estep 
Score: -20309670.000000 Penalty: 5943.439941
	Iteration 62Q: 3 clusters Score -2.030967e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 151642 members 
Entering Unmasked Estep 
Score: -20309668.000000 Penalty: 5943.439941
	Iteration 63Q: 3 clusters Score -2.030967e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 151677 members 
Entering Unmasked Estep 
Score: -20309682.000000 Penalty: 5943.439941
	Iteration 64Q: 3 clusters Score -2.030968e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 151702 members 
Entering Unmasked Estep 
Score: -20309662.000000 Penalty: 5943.439941
	Iteration 65Q: 3 clusters Score -2.030966e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 151734 members 
Entering Unmasked Estep 
Score: -20309668.000000 Penalty: 5943.439941
	Iteration 66Q: 3 clusters Score -2.030967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 151759 members 
Entering Unmasked Estep 
Score: -20309658.000000 Penalty: 5943.439941
	Iteration 67Q: 3 clusters Score -2.030966e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 151789 members 
Entering Unmasked Estep 
Score: -20309660.000000 Penalty: 5943.439941
	Iteration 68Q: 3 clusters Score -2.030966e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 151820 members 
Entering Unmasked Estep 
Score: -20309664.000000 Penalty: 5943.439941
	Iteration 69Q: 3 clusters Score -2.030966e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 151853 members 
Entering Unmasked Estep 
Score: -20309678.000000 Penalty: 5943.439941
	Iteration 70Q: 3 clusters Score -2.030968e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 151895 members 
Entering Unmasked Estep 
Score: -20309672.000000 Penalty: 5943.439941
	Iteration 71Q: 3 clusters Score -2.030967e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 151928 members 
Entering Unmasked Estep 
Score: -20309686.000000 Penalty: 5943.439941
	Iteration 72Q: 3 clusters Score -2.030969e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 151959 members 
Entering Unmasked Estep 
Score: -20309680.000000 Penalty: 5943.439941
	Iteration 73Q: 3 clusters Score -2.030968e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 151990 members 
Entering Unmasked Estep 
Score: -20309690.000000 Penalty: 5943.439941
	Iteration 74Q: 3 clusters Score -2.030969e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 152020 members 
Entering Unmasked Estep 
Score: -20309682.000000 Penalty: 5943.439941
	Iteration 75Q: 3 clusters Score -2.030968e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 152045 members 
Entering Unmasked Estep 
Score: -20309684.000000 Penalty: 5943.439941
	Iteration 76Q: 3 clusters Score -2.030968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 152063 members 
Entering Unmasked Estep 
Score: -20309706.000000 Penalty: 5943.439941
	Iteration 77Q: 3 clusters Score -2.030971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 152070 members 
Entering Unmasked Estep 
Score: -20309706.000000 Penalty: 5943.439941
	Iteration 78Q: 3 clusters Score -2.030971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 152075 members 
Entering Unmasked Estep 
Score: -20309712.000000 Penalty: 5943.439941
	Iteration 79Q: 3 clusters Score -2.030971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 152078 members 
Entering Unmasked Estep 
Score: -20309714.000000 Penalty: 5943.439941
	Iteration 80F: 3 clusters Score -2.030971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 152081 members 
Entering Unmasked Estep 
Score: -20309706.000000 Penalty: 5943.439941
	Iteration 81Q: 3 clusters Score -2.030971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 152083 members 
Entering Unmasked Estep 
Score: -20309700.000000 Penalty: 5943.439941
	Iteration 82Q: 3 clusters Score -2.03097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 152086 members 
Entering Unmasked Estep 
Score: -20309720.000000 Penalty: 5943.439941
	Iteration 83Q: 3 clusters Score -2.030972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 152093 members 
Entering Unmasked Estep 
Score: -20309712.000000 Penalty: 5943.439941
	Iteration 84Q: 3 clusters Score -2.030971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 152101 members 
Entering Unmasked Estep 
Score: -20309720.000000 Penalty: 5943.439941
	Iteration 85Q: 3 clusters Score -2.030972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 152110 members 
Entering Unmasked Estep 
Score: -20309714.000000 Penalty: 5943.439941
	Iteration 86Q: 3 clusters Score -2.030971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 152125 members 
Entering Unmasked Estep 
Score: -20309714.000000 Penalty: 5943.439941
	Iteration 87Q: 3 clusters Score -2.030971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 152138 members 
Entering Unmasked Estep 
Score: -20309710.000000 Penalty: 5943.439941
	Iteration 88Q: 3 clusters Score -2.030971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 152155 members 
Entering Unmasked Estep 
Score: -20309702.000000 Penalty: 5943.439941
	Iteration 89Q: 3 clusters Score -2.03097e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 152172 members 
Entering Unmasked Estep 
Score: -20309694.000000 Penalty: 5943.439941
	Iteration 90Q: 3 clusters Score -2.030969e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 152194 members 
Entering Unmasked Estep 
Score: -20309678.000000 Penalty: 5943.439941
	Iteration 91Q: 3 clusters Score -2.030968e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 152207 members 
Entering Unmasked Estep 
Score: -20309672.000000 Penalty: 5943.439941
	Iteration 92Q: 3 clusters Score -2.030967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 152221 members 
Entering Unmasked Estep 
Score: -20309672.000000 Penalty: 5943.439941
	Iteration 93Q: 3 clusters Score -2.030967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 152228 members 
Entering Unmasked Estep 
Score: -20309668.000000 Penalty: 5943.439941
	Iteration 94Q: 3 clusters Score -2.030967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 152231 members 
Entering Unmasked Estep 
Score: -20309666.000000 Penalty: 5943.439941
	Iteration 95Q: 3 clusters Score -2.030967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 152234 members 
Entering Unmasked Estep 
Score: -20309676.000000 Penalty: 5943.439941
	Iteration 96Q: 3 clusters Score -2.030968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 152236 members 
Entering Unmasked Estep 
Score: -20309674.000000 Penalty: 5943.439941
	Iteration 97Q: 3 clusters Score -2.030967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 152240 members 
Entering Unmasked Estep 
Score: -20309684.000000 Penalty: 5943.439941
	Iteration 98Q: 3 clusters Score -2.030968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 152246 members 
Entering Unmasked Estep 
Score: -20309676.000000 Penalty: 5943.439941
	Iteration 99Q: 3 clusters Score -2.030968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 152249 members 
Entering Unmasked Estep 
Score: -20309672.000000 Penalty: 5943.439941
	Iteration 100F: 3 clusters Score -2.030967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 152251 members 
Entering Unmasked Estep 
Score: -20309680.000000 Penalty: 5943.439941
	Iteration 101Q: 3 clusters Score -2.030968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 152252 members 
Entering Unmasked Estep 
Score: -20309672.000000 Penalty: 5943.439941
	Iteration 102Q: 3 clusters Score -2.030967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 152252 members 
Entering Unmasked Estep 
Score: -20309672.000000 Penalty: 5943.439941
	Iteration 103F: 3 clusters Score -2.030967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Entering Unmasked Estep 
Score: -10045908.000000 Penalty: 2797.645752
	Iteration 0F: 2 clusters Score -1.004591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -9992954.000000 Penalty: 5595.291504
	Iteration 0F: 3 clusters Score -9992954 nChanged 37216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -10014899.000000 Penalty: 5595.291504
	Iteration 1F: 3 clusters Score -1.00149e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -10016507.000000 Penalty: 5595.291504
	Iteration 2Q: 3 clusters Score -1.001651e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -10018202.000000 Penalty: 5595.291504
	Iteration 3Q: 3 clusters Score -1.00182e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -10020229.000000 Penalty: 5595.291504
	Iteration 4Q: 3 clusters Score -1.002023e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -10022681.000000 Penalty: 5595.291504
	Iteration 5F: 3 clusters Score -1.002268e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -10025621.000000 Penalty: 5595.291504
	Iteration 6F: 3 clusters Score -1.002562e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -10029246.000000 Penalty: 5595.291504
	Iteration 7F: 3 clusters Score -1.002925e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -10033191.000000 Penalty: 5595.291504
	Iteration 8F: 3 clusters Score -1.003319e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 69702 members 
Entering Unmasked Estep 
Score: -10036627.000000 Penalty: 5595.291504
	Iteration 9F: 3 clusters Score -1.003663e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -10039227.000000 Penalty: 5595.291504
	Iteration 10Q: 3 clusters Score -1.003923e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 75328 members 
Entering Unmasked Estep 
Score: -10041003.000000 Penalty: 5595.291504
	Iteration 11Q: 3 clusters Score -1.0041e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -10042129.000000 Penalty: 5595.291504
	Iteration 12Q: 3 clusters Score -1.004213e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 77733 members 
Entering Unmasked Estep 
Score: -10042805.000000 Penalty: 5595.291504
	Iteration 13Q: 3 clusters Score -1.00428e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 78196 members 
Entering Unmasked Estep 
Score: -10043102.000000 Penalty: 5595.291504
	Iteration 14Q: 3 clusters Score -1.00431e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -10043294.000000 Penalty: 5595.291504
	Iteration 15Q: 3 clusters Score -1.004329e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -10043403.000000 Penalty: 5595.291504
	Iteration 16Q: 3 clusters Score -1.00434e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 78628 members 
Entering Unmasked Estep 
Score: -10043486.000000 Penalty: 5595.291504
	Iteration 17Q: 3 clusters Score -1.004349e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
Score: -10043542.000000 Penalty: 5595.291504
	Iteration 18Q: 3 clusters Score -1.004354e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 78721 members 
Entering Unmasked Estep 
Score: -10043590.000000 Penalty: 5595.291504
	Iteration 19Q: 3 clusters Score -1.004359e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 78741 members 
Entering Unmasked Estep 
Score: -10043619.000000 Penalty: 5595.291504
	Iteration 20F: 3 clusters Score -1.004362e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 78754 members 
Entering Unmasked Estep 
Score: -10043637.000000 Penalty: 5595.291504
	Iteration 21Q: 3 clusters Score -1.004364e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 78761 members 
Entering Unmasked Estep 
Score: -10043653.000000 Penalty: 5595.291504
	Iteration 22Q: 3 clusters Score -1.004365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 78772 members 
Entering Unmasked Estep 
Score: -10043672.000000 Penalty: 5595.291504
	Iteration 23Q: 3 clusters Score -1.004367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -10043696.000000 Penalty: 5595.291504
	Iteration 24Q: 3 clusters Score -1.00437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -10043702.000000 Penalty: 5595.291504
	Iteration 25Q: 3 clusters Score -1.00437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -10043703.000000 Penalty: 5595.291504
	Iteration 26Q: 3 clusters Score -1.00437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -10043706.000000 Penalty: 5595.291504
	Iteration 27Q: 3 clusters Score -1.004371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 78774 members 
Entering Unmasked Estep 
Score: -10043710.000000 Penalty: 5595.291504
	Iteration 28Q: 3 clusters Score -1.004371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -10043715.000000 Penalty: 5595.291504
	Iteration 29Q: 3 clusters Score -1.004372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -10043716.000000 Penalty: 5595.291504
	Iteration 30Q: 3 clusters Score -1.004372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -10043718.000000 Penalty: 5595.291504
	Iteration 31Q: 3 clusters Score -1.004372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -10043720.000000 Penalty: 5595.291504
	Iteration 32Q: 3 clusters Score -1.004372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -10043722.000000 Penalty: 5595.291504
	Iteration 33Q: 3 clusters Score -1.004372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 78775 members 
Entering Unmasked Estep 
Score: -10043722.000000 Penalty: 5595.291504
	Iteration 34Q: 3 clusters Score -1.004372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -10043723.000000 Penalty: 5595.291504
	Iteration 35Q: 3 clusters Score -1.004372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -10043723.000000 Penalty: 5595.291504
	Iteration 36F: 3 clusters Score -1.004372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -81088.343750 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -81088.34 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 419 members 
Entering Unmasked Estep 
Score: -79335.898438 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -79335.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -79816.562500 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -79816.56 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -80217.703125 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -80217.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80652.265625 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -80652.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80957.242188 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -80957.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -81428.804688 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -81428.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -81689.250000 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -81689.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -81708.304688 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -81708.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -81715.375000 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -81715.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -81718.757812 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -81718.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -81718.757812 Penalty: 3312.457520
	Iteration 10F: 3 clusters Score -81718.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57801 members 
Mstep: Class 3 contains 68895 members 
Mstep: Class 4 contains 109542 members 
Mstep: Class 5 contains 66899 members 
Mstep: Class 6 contains 72270 members 
Mstep: Class 7 contains 167170 members 
Mstep: Class 8 contains 144525 members 
Mstep: Class 9 contains 21573 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154189 members 
Mstep: Class 12 contains 164676 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159970 members 
Mstep: Class 16 contains 79287 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Mstep: Class 22 contains 481 members 
Entering Unmasked Estep 
Score: -161344080.000000 Penalty: 76770.804688
Splitting cluster 17 changes total score from -161345248.000000 to -161344080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Entering Unmasked Estep 
Score: -251022.078125 Penalty: 1887.614258
	Iteration 0F: 2 clusters Score -251022.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -248389.687500 Penalty: 3775.228516
	Iteration 0F: 3 clusters Score -248389.7 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -248910.171875 Penalty: 3775.228516
	Iteration 1F: 3 clusters Score -248910.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -249049.218750 Penalty: 3775.228516
	Iteration 2F: 3 clusters Score -249049.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -249112.375000 Penalty: 3775.228516
	Iteration 3Q: 3 clusters Score -249112.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -249157.046875 Penalty: 3775.228516
	Iteration 4Q: 3 clusters Score -249157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -249183.453125 Penalty: 3775.228516
	Iteration 5Q: 3 clusters Score -249183.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -249216.484375 Penalty: 3775.228516
	Iteration 6Q: 3 clusters Score -249216.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -249245.593750 Penalty: 3775.228516
	Iteration 7Q: 3 clusters Score -249245.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -249276.125000 Penalty: 3775.228516
	Iteration 8Q: 3 clusters Score -249276.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -249324.265625 Penalty: 3775.228516
	Iteration 9Q: 3 clusters Score -249324.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -249366.796875 Penalty: 3775.228516
	Iteration 10Q: 3 clusters Score -249366.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -249411.515625 Penalty: 3775.228516
	Iteration 11Q: 3 clusters Score -249411.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -249464.750000 Penalty: 3775.228516
	Iteration 12Q: 3 clusters Score -249464.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -249495.203125 Penalty: 3775.228516
	Iteration 13Q: 3 clusters Score -249495.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -249528.015625 Penalty: 3775.228516
	Iteration 14Q: 3 clusters Score -249528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -249553.921875 Penalty: 3775.228516
	Iteration 15Q: 3 clusters Score -249553.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -249582.921875 Penalty: 3775.228516
	Iteration 16Q: 3 clusters Score -249582.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -249601.109375 Penalty: 3775.228516
	Iteration 17Q: 3 clusters Score -249601.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -249614.937500 Penalty: 3775.228516
	Iteration 18Q: 3 clusters Score -249614.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -249624.687500 Penalty: 3775.228516
	Iteration 19Q: 3 clusters Score -249624.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -249633.281250 Penalty: 3775.228516
	Iteration 20F: 3 clusters Score -249633.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -249637.250000 Penalty: 3775.228516
	Iteration 21Q: 3 clusters Score -249637.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -249644.562500 Penalty: 3775.228516
	Iteration 22Q: 3 clusters Score -249644.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -249654.437500 Penalty: 3775.228516
	Iteration 23Q: 3 clusters Score -249654.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -249670.609375 Penalty: 3775.228516
	Iteration 24Q: 3 clusters Score -249670.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -249680.296875 Penalty: 3775.228516
	Iteration 25Q: 3 clusters Score -249680.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -249691.359375 Penalty: 3775.228516
	Iteration 26Q: 3 clusters Score -249691.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -249704.578125 Penalty: 3775.228516
	Iteration 27Q: 3 clusters Score -249704.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -249721.671875 Penalty: 3775.228516
	Iteration 28Q: 3 clusters Score -249721.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -249731.390625 Penalty: 3775.228516
	Iteration 29Q: 3 clusters Score -249731.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -249740.953125 Penalty: 3775.228516
	Iteration 30Q: 3 clusters Score -249741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -249747.640625 Penalty: 3775.228516
	Iteration 31Q: 3 clusters Score -249747.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -249754.359375 Penalty: 3775.228516
	Iteration 32Q: 3 clusters Score -249754.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -249759.062500 Penalty: 3775.228516
	Iteration 33Q: 3 clusters Score -249759.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -249763.265625 Penalty: 3775.228516
	Iteration 34Q: 3 clusters Score -249763.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -249766.671875 Penalty: 3775.228516
	Iteration 35Q: 3 clusters Score -249766.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -249767.218750 Penalty: 3775.228516
	Iteration 36Q: 3 clusters Score -249767.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -249768.421875 Penalty: 3775.228516
	Iteration 37Q: 3 clusters Score -249768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -249768.296875 Penalty: 3775.228516
	Iteration 38Q: 3 clusters Score -249768.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -249769.421875 Penalty: 3775.228516
	Iteration 39Q: 3 clusters Score -249769.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -249769.421875 Penalty: 3775.228516
	Iteration 40F: 3 clusters Score -249769.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Entering Unmasked Estep 
Score: -795580.875000 Penalty: 2181.154053
	Iteration 0F: 2 clusters Score -795580.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -790135.750000 Penalty: 4362.308105
	Iteration 0F: 3 clusters Score -790135.8 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -791672.812500 Penalty: 4362.308105
	Iteration 1F: 3 clusters Score -791672.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -792066.000000 Penalty: 4362.308105
	Iteration 2F: 3 clusters Score -792066 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -792396.125000 Penalty: 4362.308105
	Iteration 3F: 3 clusters Score -792396.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -792658.625000 Penalty: 4362.308105
	Iteration 4F: 3 clusters Score -792658.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -792880.812500 Penalty: 4362.308105
	Iteration 5F: 3 clusters Score -792880.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -793053.625000 Penalty: 4362.308105
	Iteration 6Q: 3 clusters Score -793053.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -793199.062500 Penalty: 4362.308105
	Iteration 7Q: 3 clusters Score -793199.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -793337.687500 Penalty: 4362.308105
	Iteration 8Q: 3 clusters Score -793337.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -793440.500000 Penalty: 4362.308105
	Iteration 9Q: 3 clusters Score -793440.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -793536.875000 Penalty: 4362.308105
	Iteration 10Q: 3 clusters Score -793536.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -793633.625000 Penalty: 4362.308105
	Iteration 11Q: 3 clusters Score -793633.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -793722.312500 Penalty: 4362.308105
	Iteration 12Q: 3 clusters Score -793722.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -793787.500000 Penalty: 4362.308105
	Iteration 13Q: 3 clusters Score -793787.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -793843.375000 Penalty: 4362.308105
	Iteration 14Q: 3 clusters Score -793843.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -793891.687500 Penalty: 4362.308105
	Iteration 15Q: 3 clusters Score -793891.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -793940.562500 Penalty: 4362.308105
	Iteration 16Q: 3 clusters Score -793940.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -793979.625000 Penalty: 4362.308105
	Iteration 17Q: 3 clusters Score -793979.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -794002.687500 Penalty: 4362.308105
	Iteration 18Q: 3 clusters Score -794002.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -794025.875000 Penalty: 4362.308105
	Iteration 19Q: 3 clusters Score -794025.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -794051.250000 Penalty: 4362.308105
	Iteration 20F: 3 clusters Score -794051.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -794075.875000 Penalty: 4362.308105
	Iteration 21Q: 3 clusters Score -794075.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -794097.500000 Penalty: 4362.308105
	Iteration 22Q: 3 clusters Score -794097.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -794123.312500 Penalty: 4362.308105
	Iteration 23Q: 3 clusters Score -794123.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -794143.187500 Penalty: 4362.308105
	Iteration 24Q: 3 clusters Score -794143.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -794159.625000 Penalty: 4362.308105
	Iteration 25Q: 3 clusters Score -794159.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -794186.312500 Penalty: 4362.308105
	Iteration 26Q: 3 clusters Score -794186.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -794209.312500 Penalty: 4362.308105
	Iteration 27Q: 3 clusters Score -794209.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -794225.062500 Penalty: 4362.308105
	Iteration 28Q: 3 clusters Score -794225.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -794240.250000 Penalty: 4362.308105
	Iteration 29Q: 3 clusters Score -794240.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -794250.937500 Penalty: 4362.308105
	Iteration 30Q: 3 clusters Score -794250.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -794255.625000 Penalty: 4362.308105
	Iteration 31Q: 3 clusters Score -794255.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -794258.500000 Penalty: 4362.308105
	Iteration 32Q: 3 clusters Score -794258.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -794264.437500 Penalty: 4362.308105
	Iteration 33Q: 3 clusters Score -794264.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -794268.312500 Penalty: 4362.308105
	Iteration 34Q: 3 clusters Score -794268.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -794272.062500 Penalty: 4362.308105
	Iteration 35Q: 3 clusters Score -794272.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -794274.812500 Penalty: 4362.308105
	Iteration 36Q: 3 clusters Score -794274.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -794278.687500 Penalty: 4362.308105
	Iteration 37Q: 3 clusters Score -794278.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -794282.437500 Penalty: 4362.308105
	Iteration 38Q: 3 clusters Score -794282.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -794287.750000 Penalty: 4362.308105
	Iteration 39Q: 3 clusters Score -794287.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -794295.125000 Penalty: 4362.308105
	Iteration 40F: 3 clusters Score -794295.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -794296.312500 Penalty: 4362.308105
	Iteration 41Q: 3 clusters Score -794296.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -794300.812500 Penalty: 4362.308105
	Iteration 42Q: 3 clusters Score -794300.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -794303.125000 Penalty: 4362.308105
	Iteration 43Q: 3 clusters Score -794303.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -794307.437500 Penalty: 4362.308105
	Iteration 44Q: 3 clusters Score -794307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -794307.062500 Penalty: 4362.308105
	Iteration 45Q: 3 clusters Score -794307.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -794305.250000 Penalty: 4362.308105
	Iteration 46Q: 3 clusters Score -794305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -794306.687500 Penalty: 4362.308105
	Iteration 47Q: 3 clusters Score -794306.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -794307.875000 Penalty: 4362.308105
	Iteration 48Q: 3 clusters Score -794307.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -794307.875000 Penalty: 4362.308105
	Iteration 49F: 3 clusters Score -794307.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -62666.695312 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -62666.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61132.722656 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -61132.72 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61748.601562 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -61748.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62129.949219 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -62129.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62292.339844 Penalty: 3193.917725
	Iteration 3F: 3 clusters Score -62292.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -62445.949219 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -62445.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62549.914062 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -62549.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62575.125000 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -62575.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -62590.277344 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -62590.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62598.828125 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -62598.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62608.183594 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -62608.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62611.804688 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -62611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62617.765625 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -62617.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -62619.691406 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -62619.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -62622.406250 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -62622.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62625.988281 Penalty: 3193.917725
	Iteration 14Q: 3 clusters Score -62625.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62632.003906 Penalty: 3193.917725
	Iteration 15Q: 3 clusters Score -62632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62636.433594 Penalty: 3193.917725
	Iteration 16Q: 3 clusters Score -62636.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62638.175781 Penalty: 3193.917725
	Iteration 17Q: 3 clusters Score -62638.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62639.867188 Penalty: 3193.917725
	Iteration 18Q: 3 clusters Score -62639.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62639.867188 Penalty: 3193.917725
	Iteration 19F: 3 clusters Score -62639.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -265532.250000 Penalty: 1899.825195
	Iteration 0F: 2 clusters Score -265532.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -262807.156250 Penalty: 3799.650391
	Iteration 0F: 3 clusters Score -262807.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -263278.812500 Penalty: 3799.650391
	Iteration 1F: 3 clusters Score -263278.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -263428.093750 Penalty: 3799.650391
	Iteration 2F: 3 clusters Score -263428.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -263501.531250 Penalty: 3799.650391
	Iteration 3Q: 3 clusters Score -263501.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -263537.093750 Penalty: 3799.650391
	Iteration 4Q: 3 clusters Score -263537.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -263558.187500 Penalty: 3799.650391
	Iteration 5Q: 3 clusters Score -263558.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -263573.250000 Penalty: 3799.650391
	Iteration 6Q: 3 clusters Score -263573.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -263584.875000 Penalty: 3799.650391
	Iteration 7Q: 3 clusters Score -263584.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -263590.906250 Penalty: 3799.650391
	Iteration 8Q: 3 clusters Score -263590.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -263596.187500 Penalty: 3799.650391
	Iteration 9Q: 3 clusters Score -263596.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -263599.312500 Penalty: 3799.650391
	Iteration 10Q: 3 clusters Score -263599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -263600.656250 Penalty: 3799.650391
	Iteration 11Q: 3 clusters Score -263600.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -263601.156250 Penalty: 3799.650391
	Iteration 12Q: 3 clusters Score -263601.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -263602.562500 Penalty: 3799.650391
	Iteration 13Q: 3 clusters Score -263602.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -263603.062500 Penalty: 3799.650391
	Iteration 14Q: 3 clusters Score -263603.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -263603.281250 Penalty: 3799.650391
	Iteration 15Q: 3 clusters Score -263603.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -263603.375000 Penalty: 3799.650391
	Iteration 16Q: 3 clusters Score -263603.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -263606.218750 Penalty: 3799.650391
	Iteration 17Q: 3 clusters Score -263606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -263609.062500 Penalty: 3799.650391
	Iteration 18Q: 3 clusters Score -263609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -263609.750000 Penalty: 3799.650391
	Iteration 19Q: 3 clusters Score -263609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -263611.531250 Penalty: 3799.650391
	Iteration 20F: 3 clusters Score -263611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -263612.218750 Penalty: 3799.650391
	Iteration 21Q: 3 clusters Score -263612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -263612.875000 Penalty: 3799.650391
	Iteration 22Q: 3 clusters Score -263612.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -263613.406250 Penalty: 3799.650391
	Iteration 23Q: 3 clusters Score -263613.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -263614.718750 Penalty: 3799.650391
	Iteration 24Q: 3 clusters Score -263614.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -263616.281250 Penalty: 3799.650391
	Iteration 25Q: 3 clusters Score -263616.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -263616.687500 Penalty: 3799.650391
	Iteration 26Q: 3 clusters Score -263616.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -263616.781250 Penalty: 3799.650391
	Iteration 27Q: 3 clusters Score -263616.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -263616.781250 Penalty: 3799.650391
	Iteration 28F: 3 clusters Score -263616.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57801 members 
Mstep: Class 3 contains 68895 members 
Mstep: Class 4 contains 109542 members 
Mstep: Class 5 contains 66899 members 
Mstep: Class 6 contains 72270 members 
Mstep: Class 7 contains 167170 members 
Mstep: Class 8 contains 144525 members 
Mstep: Class 9 contains 21573 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154189 members 
Mstep: Class 12 contains 164676 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159970 members 
Mstep: Class 16 contains 79287 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345232.000000 Penalty: 73281.218750
Iteration 479Q: 22 clusters Score -1.613452e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57790 members 
Mstep: Class 3 contains 68892 members 
Mstep: Class 4 contains 109543 members 
Mstep: Class 5 contains 66902 members 
Mstep: Class 6 contains 72271 members 
Mstep: Class 7 contains 167171 members 
Mstep: Class 8 contains 144523 members 
Mstep: Class 9 contains 21570 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154186 members 
Mstep: Class 12 contains 164678 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159983 members 
Mstep: Class 16 contains 79288 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345232.000000 Penalty: 73281.218750
Iteration 480F: 22 clusters Score -1.613452e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57785 members 
Mstep: Class 3 contains 68892 members 
Mstep: Class 4 contains 109541 members 
Mstep: Class 5 contains 66903 members 
Mstep: Class 6 contains 72272 members 
Mstep: Class 7 contains 167167 members 
Mstep: Class 8 contains 144524 members 
Mstep: Class 9 contains 21564 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154182 members 
Mstep: Class 12 contains 164691 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159988 members 
Mstep: Class 16 contains 79288 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345232.000000 Penalty: 73281.218750
Iteration 481Q: 22 clusters Score -1.613452e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57779 members 
Mstep: Class 3 contains 68890 members 
Mstep: Class 4 contains 109537 members 
Mstep: Class 5 contains 66905 members 
Mstep: Class 6 contains 72272 members 
Mstep: Class 7 contains 167161 members 
Mstep: Class 8 contains 144526 members 
Mstep: Class 9 contains 21563 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154183 members 
Mstep: Class 12 contains 164700 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159994 members 
Mstep: Class 16 contains 79287 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345216.000000 Penalty: 73281.218750
Iteration 482Q: 22 clusters Score -1.613452e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57777 members 
Mstep: Class 3 contains 68886 members 
Mstep: Class 4 contains 109539 members 
Mstep: Class 5 contains 66907 members 
Mstep: Class 6 contains 72272 members 
Mstep: Class 7 contains 167162 members 
Mstep: Class 8 contains 144526 members 
Mstep: Class 9 contains 21559 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154177 members 
Mstep: Class 12 contains 164705 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 160000 members 
Mstep: Class 16 contains 79287 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345120.000000 Penalty: 73281.218750
Iteration 483Q: 22 clusters Score -1.613451e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57775 members 
Mstep: Class 3 contains 68885 members 
Mstep: Class 4 contains 109540 members 
Mstep: Class 5 contains 66913 members 
Mstep: Class 6 contains 72272 members 
Mstep: Class 7 contains 167160 members 
Mstep: Class 8 contains 144520 members 
Mstep: Class 9 contains 21557 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154175 members 
Mstep: Class 12 contains 164712 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 160004 members 
Mstep: Class 16 contains 79284 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345104.000000 Penalty: 73281.218750
Iteration 484Q: 22 clusters Score -1.613451e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57775 members 
Mstep: Class 3 contains 68881 members 
Mstep: Class 4 contains 109547 members 
Mstep: Class 5 contains 66923 members 
Mstep: Class 6 contains 72270 members 
Mstep: Class 7 contains 167152 members 
Mstep: Class 8 contains 144523 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 9300 members 
Mstep: Class 11 contains 154174 members 
Mstep: Class 12 contains 164719 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159997 members 
Mstep: Class 16 contains 79283 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345200.000000 Penalty: 73281.218750
Iteration 485Q: 22 clusters Score -1.613452e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57773 members 
Mstep: Class 3 contains 68877 members 
Mstep: Class 4 contains 109550 members 
Mstep: Class 5 contains 66934 members 
Mstep: Class 6 contains 72268 members 
Mstep: Class 7 contains 167145 members 
Mstep: Class 8 contains 144522 members 
Mstep: Class 9 contains 21546 members 
Mstep: Class 10 contains 9300 members 
Mstep: Class 11 contains 154175 members 
Mstep: Class 12 contains 164721 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 160005 members 
Mstep: Class 16 contains 79280 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345104.000000 Penalty: 73281.218750
Iteration 486Q: 22 clusters Score -1.613451e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57772 members 
Mstep: Class 3 contains 68871 members 
Mstep: Class 4 contains 109554 members 
Mstep: Class 5 contains 66936 members 
Mstep: Class 6 contains 72270 members 
Mstep: Class 7 contains 167151 members 
Mstep: Class 8 contains 144518 members 
Mstep: Class 9 contains 21541 members 
Mstep: Class 10 contains 9302 members 
Mstep: Class 11 contains 154175 members 
Mstep: Class 12 contains 164722 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 160002 members 
Mstep: Class 16 contains 79282 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345248.000000 Penalty: 73281.218750
Iteration 487Q: 22 clusters Score -1.613452e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57769 members 
Mstep: Class 3 contains 68871 members 
Mstep: Class 4 contains 109562 members 
Mstep: Class 5 contains 66941 members 
Mstep: Class 6 contains 72270 members 
Mstep: Class 7 contains 167149 members 
Mstep: Class 8 contains 144509 members 
Mstep: Class 9 contains 21537 members 
Mstep: Class 10 contains 9301 members 
Mstep: Class 11 contains 154168 members 
Mstep: Class 12 contains 164739 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 159998 members 
Mstep: Class 16 contains 79282 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345232.000000 Penalty: 73281.218750
Iteration 488Q: 22 clusters Score -1.613452e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57767 members 
Mstep: Class 3 contains 68871 members 
Mstep: Class 4 contains 109568 members 
Mstep: Class 5 contains 66943 members 
Mstep: Class 6 contains 72270 members 
Mstep: Class 7 contains 167155 members 
Mstep: Class 8 contains 144506 members 
Mstep: Class 9 contains 21532 members 
Mstep: Class 10 contains 9301 members 
Mstep: Class 11 contains 154158 members 
Mstep: Class 12 contains 164741 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 160003 members 
Mstep: Class 16 contains 79281 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345200.000000 Penalty: 73281.218750
Iteration 489Q: 22 clusters Score -1.613452e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57765 members 
Mstep: Class 3 contains 68866 members 
Mstep: Class 4 contains 109573 members 
Mstep: Class 5 contains 66946 members 
Mstep: Class 6 contains 72275 members 
Mstep: Class 7 contains 167152 members 
Mstep: Class 8 contains 144501 members 
Mstep: Class 9 contains 21531 members 
Mstep: Class 10 contains 9301 members 
Mstep: Class 11 contains 154159 members 
Mstep: Class 12 contains 164738 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 160009 members 
Mstep: Class 16 contains 79280 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345168.000000 Penalty: 73281.218750
Iteration 490Q: 22 clusters Score -1.613452e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57762 members 
Mstep: Class 3 contains 68863 members 
Mstep: Class 4 contains 109578 members 
Mstep: Class 5 contains 66948 members 
Mstep: Class 6 contains 72278 members 
Mstep: Class 7 contains 167154 members 
Mstep: Class 8 contains 144498 members 
Mstep: Class 9 contains 21526 members 
Mstep: Class 10 contains 9301 members 
Mstep: Class 11 contains 154163 members 
Mstep: Class 12 contains 164734 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 160012 members 
Mstep: Class 16 contains 79279 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345168.000000 Penalty: 73281.218750
Iteration 491Q: 22 clusters Score -1.613452e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57762 members 
Mstep: Class 3 contains 68859 members 
Mstep: Class 4 contains 109577 members 
Mstep: Class 5 contains 66952 members 
Mstep: Class 6 contains 72281 members 
Mstep: Class 7 contains 167154 members 
Mstep: Class 8 contains 144496 members 
Mstep: Class 9 contains 21524 members 
Mstep: Class 10 contains 9301 members 
Mstep: Class 11 contains 154165 members 
Mstep: Class 12 contains 164731 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 160014 members 
Mstep: Class 16 contains 79280 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345152.000000 Penalty: 73281.218750
Iteration 492Q: 22 clusters Score -1.613452e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57759 members 
Mstep: Class 3 contains 68854 members 
Mstep: Class 4 contains 109580 members 
Mstep: Class 5 contains 66952 members 
Mstep: Class 6 contains 72284 members 
Mstep: Class 7 contains 167164 members 
Mstep: Class 8 contains 144494 members 
Mstep: Class 9 contains 21524 members 
Mstep: Class 10 contains 9301 members 
Mstep: Class 11 contains 154160 members 
Mstep: Class 12 contains 164730 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 160016 members 
Mstep: Class 16 contains 79278 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345184.000000 Penalty: 73281.218750
Iteration 493Q: 22 clusters Score -1.613452e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57752 members 
Mstep: Class 3 contains 68853 members 
Mstep: Class 4 contains 109583 members 
Mstep: Class 5 contains 66953 members 
Mstep: Class 6 contains 72287 members 
Mstep: Class 7 contains 167171 members 
Mstep: Class 8 contains 144491 members 
Mstep: Class 9 contains 21523 members 
Mstep: Class 10 contains 9301 members 
Mstep: Class 11 contains 154156 members 
Mstep: Class 12 contains 164732 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 160018 members 
Mstep: Class 16 contains 79276 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345104.000000 Penalty: 73281.218750
Iteration 494Q: 22 clusters Score -1.613451e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57743 members 
Mstep: Class 3 contains 68850 members 
Mstep: Class 4 contains 109591 members 
Mstep: Class 5 contains 66950 members 
Mstep: Class 6 contains 72291 members 
Mstep: Class 7 contains 167182 members 
Mstep: Class 8 contains 144489 members 
Mstep: Class 9 contains 21521 members 
Mstep: Class 10 contains 9301 members 
Mstep: Class 11 contains 154152 members 
Mstep: Class 12 contains 164727 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 160024 members 
Mstep: Class 16 contains 79275 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345200.000000 Penalty: 73281.218750
Iteration 495Q: 22 clusters Score -1.613452e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57741 members 
Mstep: Class 3 contains 68844 members 
Mstep: Class 4 contains 109587 members 
Mstep: Class 5 contains 66951 members 
Mstep: Class 6 contains 72299 members 
Mstep: Class 7 contains 167189 members 
Mstep: Class 8 contains 144490 members 
Mstep: Class 9 contains 21519 members 
Mstep: Class 10 contains 9301 members 
Mstep: Class 11 contains 154149 members 
Mstep: Class 12 contains 164723 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 160027 members 
Mstep: Class 16 contains 79276 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345280.000000 Penalty: 73281.218750
Iteration 496Q: 22 clusters Score -1.613453e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57737 members 
Mstep: Class 3 contains 68843 members 
Mstep: Class 4 contains 109586 members 
Mstep: Class 5 contains 66952 members 
Mstep: Class 6 contains 72298 members 
Mstep: Class 7 contains 167202 members 
Mstep: Class 8 contains 144486 members 
Mstep: Class 9 contains 21517 members 
Mstep: Class 10 contains 9300 members 
Mstep: Class 11 contains 154149 members 
Mstep: Class 12 contains 164723 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 160029 members 
Mstep: Class 16 contains 79274 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345216.000000 Penalty: 73281.218750
Iteration 497Q: 22 clusters Score -1.613452e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57734 members 
Mstep: Class 3 contains 68841 members 
Mstep: Class 4 contains 109590 members 
Mstep: Class 5 contains 66953 members 
Mstep: Class 6 contains 72299 members 
Mstep: Class 7 contains 167213 members 
Mstep: Class 8 contains 144484 members 
Mstep: Class 9 contains 21516 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154140 members 
Mstep: Class 12 contains 164720 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 160033 members 
Mstep: Class 16 contains 79274 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345184.000000 Penalty: 73281.218750
Iteration 498Q: 22 clusters Score -1.613452e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57731 members 
Mstep: Class 3 contains 68836 members 
Mstep: Class 4 contains 109587 members 
Mstep: Class 5 contains 66960 members 
Mstep: Class 6 contains 72298 members 
Mstep: Class 7 contains 167216 members 
Mstep: Class 8 contains 144480 members 
Mstep: Class 9 contains 21513 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154138 members 
Mstep: Class 12 contains 164725 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 160040 members 
Mstep: Class 16 contains 79273 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345216.000000 Penalty: 73281.218750
Iteration 499Q: 22 clusters Score -1.613452e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57729 members 
Mstep: Class 3 contains 68830 members 
Mstep: Class 4 contains 109585 members 
Mstep: Class 5 contains 66964 members 
Mstep: Class 6 contains 72297 members 
Mstep: Class 7 contains 167221 members 
Mstep: Class 8 contains 144479 members 
Mstep: Class 9 contains 21511 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 154133 members 
Mstep: Class 12 contains 164727 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 160049 members 
Mstep: Class 16 contains 79272 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345264.000000 Penalty: 73281.218750
Iteration 500F: 22 clusters Score -1.613453e+08 nChanged 75
Maximum iterations exceeded
--- Evaluating fit on full set of 3872876 points ---
Entering Unmasked Estep 
Score: -487910272.000000 Penalty: 79002.796875
21->22 Clusters: Score -487910272.000000, best is -487908640.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1290958 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 61350 members 
Mstep: Class 3 contains 61664 members 
Mstep: Class 4 contains 61530 members 
Mstep: Class 5 contains 61459 members 
Mstep: Class 6 contains 61608 members 
Mstep: Class 7 contains 61656 members 
Mstep: Class 8 contains 61384 members 
Mstep: Class 9 contains 61918 members 
Mstep: Class 10 contains 61591 members 
Mstep: Class 11 contains 61252 members 
Mstep: Class 12 contains 61464 members 
Mstep: Class 13 contains 61105 members 
Mstep: Class 14 contains 61387 members 
Mstep: Class 15 contains 61608 members 
Mstep: Class 16 contains 61629 members 
Mstep: Class 17 contains 61358 members 
Mstep: Class 18 contains 61833 members 
Mstep: Class 19 contains 61257 members 
Mstep: Class 20 contains 61232 members 
Mstep: Class 21 contains 61515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 453.974884 but Gain 3489.578125
Score: -155243392.000000 Penalty: 69791.640625
Iteration 0F: 21 clusters Score -1.552434e+08 nChanged 1225211
Entering Unmasked Mstep 
Mstep: Class 0 contains 2904 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 196543 members 
Mstep: Class 3 contains 127071 members 
Mstep: Class 4 contains 38780 members 
Mstep: Class 5 contains 67877 members 
Mstep: Class 6 contains 18020 members 
Mstep: Class 7 contains 87878 members 
Mstep: Class 8 contains 102840 members 
Mstep: Class 9 contains 125174 members 
Mstep: Class 10 contains 12827 members 
Mstep: Class 11 contains 27741 members 
Mstep: Class 12 contains 34719 members 
Mstep: Class 13 contains 57270 members 
Mstep: Class 14 contains 15163 members 
Mstep: Class 15 contains 12738 members 
Mstep: Class 16 contains 38149 members 
Mstep: Class 18 contains 109676 members 
Mstep: Class 19 contains 39188 members 
Mstep: Class 20 contains 118282 members 
Mstep: Class 21 contains 40240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159474832.000000 Penalty: 69791.640625
Iteration 1F: 21 clusters Score -1.594748e+08 nChanged 458469
Entering Unmasked Mstep 
Mstep: Class 0 contains 3025 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 291435 members 
Mstep: Class 3 contains 122849 members 
Mstep: Class 4 contains 28236 members 
Mstep: Class 5 contains 51285 members 
Mstep: Class 6 contains 8501 members 
Mstep: Class 7 contains 67194 members 
Mstep: Class 8 contains 86785 members 
Mstep: Class 9 contains 164555 members 
Mstep: Class 10 contains 6611 members 
Mstep: Class 11 contains 19682 members 
Mstep: Class 12 contains 20911 members 
Mstep: Class 13 contains 48318 members 
Mstep: Class 14 contains 10989 members 
Mstep: Class 15 contains 10309 members 
Mstep: Class 16 contains 55890 members 
Mstep: Class 18 contains 90078 members 
Mstep: Class 19 contains 22687 members 
Mstep: Class 20 contains 146322 members 
Mstep: Class 21 contains 27661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160012528.000000 Penalty: 69791.640625
Iteration 2F: 21 clusters Score -1.600125e+08 nChanged 312284
Entering Unmasked Mstep 
Mstep: Class 0 contains 2882 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 287168 members 
Mstep: Class 3 contains 120844 members 
Mstep: Class 4 contains 18770 members 
Mstep: Class 5 contains 40353 members 
Mstep: Class 6 contains 4633 members 
Mstep: Class 7 contains 59044 members 
Mstep: Class 8 contains 76716 members 
Mstep: Class 9 contains 213098 members 
Mstep: Class 10 contains 3898 members 
Mstep: Class 11 contains 15642 members 
Mstep: Class 12 contains 13352 members 
Mstep: Class 13 contains 40772 members 
Mstep: Class 14 contains 8853 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 70295 members 
Mstep: Class 18 contains 84534 members 
Mstep: Class 19 contains 13744 members 
Mstep: Class 20 contains 180983 members 
Mstep: Class 21 contains 18035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2461.470947 but Gain 3489.585938
Score: -160219248.000000 Penalty: 66302.054688
Iteration 3F: 20 clusters Score -1.602192e+08 nChanged 237629
Entering Unmasked Mstep 
Mstep: Class 0 contains 2661 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 243414 members 
Mstep: Class 3 contains 136400 members 
Mstep: Class 4 contains 12526 members 
Mstep: Class 5 contains 34207 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 61028 members 
Mstep: Class 8 contains 73477 members 
Mstep: Class 9 contains 238603 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 9304 members 
Mstep: Class 13 contains 34854 members 
Mstep: Class 14 contains 7766 members 
Mstep: Class 15 contains 15592 members 
Mstep: Class 16 contains 78945 members 
Mstep: Class 18 contains 85293 members 
Mstep: Class 19 contains 9727 members 
Mstep: Class 20 contains 214390 members 
Mstep: Class 21 contains 12227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2341.119873 but Gain 3489.578125
Score: -160341888.000000 Penalty: 62812.476562
Iteration 4F: 19 clusters Score -1.603419e+08 nChanged 199833
Entering Unmasked Mstep 
Mstep: Class 0 contains 2301 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 211823 members 
Mstep: Class 3 contains 167286 members 
Mstep: Class 4 contains 8223 members 
Mstep: Class 5 contains 29854 members 
Mstep: Class 7 contains 65658 members 
Mstep: Class 8 contains 71817 members 
Mstep: Class 9 contains 229788 members 
Mstep: Class 11 contains 13884 members 
Mstep: Class 12 contains 7096 members 
Mstep: Class 13 contains 30718 members 
Mstep: Class 14 contains 7614 members 
Mstep: Class 15 contains 16743 members 
Mstep: Class 16 contains 85148 members 
Mstep: Class 18 contains 94815 members 
Mstep: Class 19 contains 6984 members 
Mstep: Class 20 contains 228264 members 
Mstep: Class 21 contains 8681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160454416.000000 Penalty: 62812.476562
Iteration 5F: 19 clusters Score -1.604544e+08 nChanged 170146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2090 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 197603 members 
Mstep: Class 3 contains 211311 members 
Mstep: Class 4 contains 5392 members 
Mstep: Class 5 contains 25902 members 
Mstep: Class 7 contains 68383 members 
Mstep: Class 8 contains 70388 members 
Mstep: Class 9 contains 209457 members 
Mstep: Class 11 contains 15287 members 
Mstep: Class 12 contains 6157 members 
Mstep: Class 13 contains 27078 members 
Mstep: Class 14 contains 7828 members 
Mstep: Class 15 contains 17410 members 
Mstep: Class 16 contains 88832 members 
Mstep: Class 18 contains 109074 members 
Mstep: Class 19 contains 5019 members 
Mstep: Class 20 contains 213342 members 
Mstep: Class 21 contains 5942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160591232.000000 Penalty: 62812.476562
Iteration 6F: 19 clusters Score -1.605912e+08 nChanged 164782
Entering Unmasked Mstep 
Mstep: Class 0 contains 1406 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 187870 members 
Mstep: Class 3 contains 263361 members 
Mstep: Class 4 contains 3700 members 
Mstep: Class 5 contains 22320 members 
Mstep: Class 7 contains 67849 members 
Mstep: Class 8 contains 68490 members 
Mstep: Class 9 contains 190542 members 
Mstep: Class 11 contains 17229 members 
Mstep: Class 12 contains 5679 members 
Mstep: Class 13 contains 23930 members 
Mstep: Class 14 contains 8117 members 
Mstep: Class 15 contains 17731 members 
Mstep: Class 16 contains 90475 members 
Mstep: Class 18 contains 127400 members 
Mstep: Class 19 contains 3664 members 
Mstep: Class 20 contains 182126 members 
Mstep: Class 21 contains 3914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2611.959229 but Gain 3489.582031
Score: -160729792.000000 Penalty: 59322.894531
Iteration 7F: 18 clusters Score -1.607298e+08 nChanged 153204
Entering Unmasked Mstep 
Mstep: Class 0 contains 845 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 178529 members 
Mstep: Class 3 contains 307647 members 
Mstep: Class 4 contains 2732 members 
Mstep: Class 5 contains 19209 members 
Mstep: Class 7 contains 65720 members 
Mstep: Class 8 contains 67487 members 
Mstep: Class 9 contains 175982 members 
Mstep: Class 11 contains 18849 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 21508 members 
Mstep: Class 14 contains 8208 members 
Mstep: Class 15 contains 17696 members 
Mstep: Class 16 contains 90782 members 
Mstep: Class 18 contains 148938 members 
Mstep: Class 19 contains 2765 members 
Mstep: Class 20 contains 153186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2454.154053 but Gain 3489.582031
Score: -160840784.000000 Penalty: 55833.312500
Iteration 8F: 17 clusters Score -1.608408e+08 nChanged 139004
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 170225 members 
Mstep: Class 3 contains 315096 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 16997 members 
Mstep: Class 7 contains 65591 members 
Mstep: Class 8 contains 68473 members 
Mstep: Class 9 contains 167511 members 
Mstep: Class 11 contains 19877 members 
Mstep: Class 12 contains 5216 members 
Mstep: Class 13 contains 19754 members 
Mstep: Class 14 contains 8186 members 
Mstep: Class 15 contains 17608 members 
Mstep: Class 16 contains 90624 members 
Mstep: Class 18 contains 173720 members 
Mstep: Class 20 contains 143772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2220.205811 but Gain 3489.582031
Score: -160894208.000000 Penalty: 52343.730469
Iteration 9F: 16 clusters Score -1.608942e+08 nChanged 116850
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 164090 members 
Mstep: Class 3 contains 300928 members 
Mstep: Class 5 contains 15406 members 
Mstep: Class 7 contains 66392 members 
Mstep: Class 8 contains 70500 members 
Mstep: Class 9 contains 163970 members 
Mstep: Class 11 contains 20875 members 
Mstep: Class 12 contains 4840 members 
Mstep: Class 13 contains 18849 members 
Mstep: Class 14 contains 8225 members 
Mstep: Class 15 contains 17475 members 
Mstep: Class 16 contains 89990 members 
Mstep: Class 18 contains 201554 members 
Mstep: Class 20 contains 141972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160947184.000000 Penalty: 52343.730469
Iteration 10F: 16 clusters Score -1.609472e+08 nChanged 97844
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 158348 members 
Mstep: Class 3 contains 295026 members 
Mstep: Class 5 contains 13938 members 
Mstep: Class 7 contains 67076 members 
Mstep: Class 8 contains 70624 members 
Mstep: Class 9 contains 160463 members 
Mstep: Class 11 contains 22206 members 
Mstep: Class 12 contains 4351 members 
Mstep: Class 13 contains 18295 members 
Mstep: Class 14 contains 8513 members 
Mstep: Class 15 contains 17224 members 
Mstep: Class 16 contains 89177 members 
Mstep: Class 18 contains 220720 members 
Mstep: Class 20 contains 139231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160981776.000000 Penalty: 52343.730469
Iteration 11F: 16 clusters Score -1.609818e+08 nChanged 82972
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 155154 members 
Mstep: Class 3 contains 291314 members 
Mstep: Class 5 contains 12517 members 
Mstep: Class 7 contains 69127 members 
Mstep: Class 8 contains 70941 members 
Mstep: Class 9 contains 159907 members 
Mstep: Class 11 contains 23832 members 
Mstep: Class 12 contains 3934 members 
Mstep: Class 13 contains 18154 members 
Mstep: Class 14 contains 8913 members 
Mstep: Class 15 contains 16961 members 
Mstep: Class 16 contains 88655 members 
Mstep: Class 18 contains 226887 members 
Mstep: Class 20 contains 139019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161015168.000000 Penalty: 52343.730469
Iteration 12F: 16 clusters Score -1.610152e+08 nChanged 71170
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 153598 members 
Mstep: Class 3 contains 286878 members 
Mstep: Class 5 contains 11184 members 
Mstep: Class 7 contains 73365 members 
Mstep: Class 8 contains 71475 members 
Mstep: Class 9 contains 161383 members 
Mstep: Class 11 contains 25613 members 
Mstep: Class 12 contains 3560 members 
Mstep: Class 13 contains 18216 members 
Mstep: Class 14 contains 9299 members 
Mstep: Class 15 contains 16645 members 
Mstep: Class 16 contains 88435 members 
Mstep: Class 18 contains 224617 members 
Mstep: Class 20 contains 141234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161037152.000000 Penalty: 52343.730469
Iteration 13F: 16 clusters Score -1.610372e+08 nChanged 63423
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 153123 members 
Mstep: Class 3 contains 280381 members 
Mstep: Class 5 contains 9979 members 
Mstep: Class 7 contains 79581 members 
Mstep: Class 8 contains 72138 members 
Mstep: Class 9 contains 163838 members 
Mstep: Class 11 contains 27576 members 
Mstep: Class 12 contains 3227 members 
Mstep: Class 13 contains 18632 members 
Mstep: Class 14 contains 9695 members 
Mstep: Class 15 contains 16275 members 
Mstep: Class 16 contains 88391 members 
Mstep: Class 18 contains 217632 members 
Mstep: Class 20 contains 145165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161055872.000000 Penalty: 52343.730469
Iteration 14Q: 16 clusters Score -1.610559e+08 nChanged 58011
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 153316 members 
Mstep: Class 3 contains 271855 members 
Mstep: Class 5 contains 9032 members 
Mstep: Class 7 contains 87217 members 
Mstep: Class 8 contains 72738 members 
Mstep: Class 9 contains 166351 members 
Mstep: Class 11 contains 29676 members 
Mstep: Class 12 contains 2932 members 
Mstep: Class 13 contains 19260 members 
Mstep: Class 14 contains 10111 members 
Mstep: Class 15 contains 15896 members 
Mstep: Class 16 contains 88467 members 
Mstep: Class 18 contains 208636 members 
Mstep: Class 20 contains 150223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3307.256104 but Gain 3489.582031
Score: -161073040.000000 Penalty: 48854.148438
Iteration 15Q: 15 clusters Score -1.61073e+08 nChanged 56570
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 153649 members 
Mstep: Class 3 contains 262181 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 7 contains 95858 members 
Mstep: Class 8 contains 75543 members 
Mstep: Class 9 contains 168176 members 
Mstep: Class 11 contains 31947 members 
Mstep: Class 13 contains 20161 members 
Mstep: Class 14 contains 10567 members 
Mstep: Class 15 contains 15992 members 
Mstep: Class 16 contains 88605 members 
Mstep: Class 18 contains 198585 members 
Mstep: Class 20 contains 156248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161091696.000000 Penalty: 48854.148438
Iteration 16Q: 15 clusters Score -1.610917e+08 nChanged 51731
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 154036 members 
Mstep: Class 3 contains 251822 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 7 contains 105005 members 
Mstep: Class 8 contains 76668 members 
Mstep: Class 9 contains 168947 members 
Mstep: Class 11 contains 34254 members 
Mstep: Class 13 contains 21247 members 
Mstep: Class 14 contains 11001 members 
Mstep: Class 15 contains 15127 members 
Mstep: Class 16 contains 88812 members 
Mstep: Class 18 contains 188957 members 
Mstep: Class 20 contains 162225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161106256.000000 Penalty: 48854.148438
Iteration 17Q: 15 clusters Score -1.611063e+08 nChanged 49657
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 154635 members 
Mstep: Class 3 contains 241562 members 
Mstep: Class 5 contains 7176 members 
Mstep: Class 7 contains 115177 members 
Mstep: Class 8 contains 77730 members 
Mstep: Class 9 contains 168722 members 
Mstep: Class 11 contains 36495 members 
Mstep: Class 13 contains 22372 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 14313 members 
Mstep: Class 16 contains 88982 members 
Mstep: Class 18 contains 180332 members 
Mstep: Class 20 contains 166846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161121424.000000 Penalty: 48854.148438
Iteration 18Q: 15 clusters Score -1.611214e+08 nChanged 46816
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 155445 members 
Mstep: Class 3 contains 231765 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 7 contains 126155 members 
Mstep: Class 8 contains 78705 members 
Mstep: Class 9 contains 167804 members 
Mstep: Class 11 contains 38675 members 
Mstep: Class 13 contains 23493 members 
Mstep: Class 14 contains 11772 members 
Mstep: Class 15 contains 13537 members 
Mstep: Class 16 contains 89040 members 
Mstep: Class 18 contains 173379 members 
Mstep: Class 20 contains 169209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161132544.000000 Penalty: 48854.148438
Iteration 19Q: 15 clusters Score -1.611325e+08 nChanged 43473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 156605 members 
Mstep: Class 3 contains 222426 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 7 contains 137948 members 
Mstep: Class 8 contains 79543 members 
Mstep: Class 9 contains 166400 members 
Mstep: Class 11 contains 40667 members 
Mstep: Class 13 contains 24598 members 
Mstep: Class 14 contains 12147 members 
Mstep: Class 15 contains 12819 members 
Mstep: Class 16 contains 89073 members 
Mstep: Class 18 contains 167971 members 
Mstep: Class 20 contains 169091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161143744.000000 Penalty: 48854.148438
Iteration 20F: 15 clusters Score -1.611437e+08 nChanged 40787
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 157691 members 
Mstep: Class 3 contains 213579 members 
Mstep: Class 5 contains 6177 members 
Mstep: Class 7 contains 150629 members 
Mstep: Class 8 contains 80254 members 
Mstep: Class 9 contains 164744 members 
Mstep: Class 11 contains 42539 members 
Mstep: Class 13 contains 25722 members 
Mstep: Class 14 contains 12557 members 
Mstep: Class 15 contains 12144 members 
Mstep: Class 16 contains 88999 members 
Mstep: Class 18 contains 163984 members 
Mstep: Class 20 contains 166680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161155920.000000 Penalty: 48854.148438
Iteration 21Q: 15 clusters Score -1.611559e+08 nChanged 45216
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 158489 members 
Mstep: Class 3 contains 201913 members 
Mstep: Class 5 contains 5923 members 
Mstep: Class 7 contains 169349 members 
Mstep: Class 8 contains 80759 members 
Mstep: Class 9 contains 162646 members 
Mstep: Class 11 contains 44205 members 
Mstep: Class 13 contains 26719 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 11586 members 
Mstep: Class 16 contains 88722 members 
Mstep: Class 18 contains 160612 members 
Mstep: Class 20 contains 161772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161164240.000000 Penalty: 48854.148438
Iteration 22Q: 15 clusters Score -1.611642e+08 nChanged 58029
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 158782 members 
Mstep: Class 3 contains 183203 members 
Mstep: Class 5 contains 5586 members 
Mstep: Class 7 contains 200530 members 
Mstep: Class 8 contains 81379 members 
Mstep: Class 9 contains 159901 members 
Mstep: Class 11 contains 45682 members 
Mstep: Class 13 contains 27570 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 15 contains 11151 members 
Mstep: Class 16 contains 88310 members 
Mstep: Class 18 contains 156447 members 
Mstep: Class 20 contains 153720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161168288.000000 Penalty: 48854.148438
Iteration 23Q: 15 clusters Score -1.611683e+08 nChanged 71210
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 158312 members 
Mstep: Class 3 contains 158114 members 
Mstep: Class 5 contains 5240 members 
Mstep: Class 7 contains 241418 members 
Mstep: Class 8 contains 82832 members 
Mstep: Class 9 contains 156759 members 
Mstep: Class 11 contains 46997 members 
Mstep: Class 13 contains 28339 members 
Mstep: Class 14 contains 13805 members 
Mstep: Class 15 contains 10868 members 
Mstep: Class 16 contains 87848 members 
Mstep: Class 18 contains 151218 members 
Mstep: Class 20 contains 143858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161163056.000000 Penalty: 48854.148438
Iteration 24F: 15 clusters Score -1.611631e+08 nChanged 73350
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 157622 members 
Mstep: Class 3 contains 134854 members 
Mstep: Class 5 contains 4949 members 
Mstep: Class 7 contains 277345 members 
Mstep: Class 8 contains 85296 members 
Mstep: Class 9 contains 154702 members 
Mstep: Class 11 contains 47969 members 
Mstep: Class 13 contains 29180 members 
Mstep: Class 14 contains 14237 members 
Mstep: Class 15 contains 10739 members 
Mstep: Class 16 contains 87581 members 
Mstep: Class 18 contains 146171 members 
Mstep: Class 20 contains 134951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161160240.000000 Penalty: 48854.148438
Iteration 25F: 15 clusters Score -1.611602e+08 nChanged 65369
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 157367 members 
Mstep: Class 3 contains 118266 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 7 contains 299354 members 
Mstep: Class 8 contains 88477 members 
Mstep: Class 9 contains 153795 members 
Mstep: Class 11 contains 48589 members 
Mstep: Class 13 contains 30219 members 
Mstep: Class 14 contains 14741 members 
Mstep: Class 15 contains 10773 members 
Mstep: Class 16 contains 87587 members 
Mstep: Class 18 contains 142855 members 
Mstep: Class 20 contains 128792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161154336.000000 Penalty: 48854.148438
Iteration 26F: 15 clusters Score -1.611543e+08 nChanged 56681
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 157751 members 
Mstep: Class 3 contains 107864 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 7 contains 306549 members 
Mstep: Class 8 contains 91764 members 
Mstep: Class 9 contains 154212 members 
Mstep: Class 11 contains 49179 members 
Mstep: Class 13 contains 31579 members 
Mstep: Class 14 contains 15382 members 
Mstep: Class 15 contains 10911 members 
Mstep: Class 16 contains 87865 members 
Mstep: Class 18 contains 142077 members 
Mstep: Class 20 contains 125819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161147424.000000 Penalty: 48854.148438
Iteration 27Q: 15 clusters Score -1.611474e+08 nChanged 46886
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 158848 members 
Mstep: Class 3 contains 104184 members 
Mstep: Class 5 contains 4542 members 
Mstep: Class 7 contains 300643 members 
Mstep: Class 8 contains 94752 members 
Mstep: Class 9 contains 156290 members 
Mstep: Class 11 contains 49750 members 
Mstep: Class 13 contains 33311 members 
Mstep: Class 14 contains 16148 members 
Mstep: Class 15 contains 11126 members 
Mstep: Class 16 contains 88169 members 
Mstep: Class 18 contains 143246 members 
Mstep: Class 20 contains 124594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161156288.000000 Penalty: 48854.148438
Iteration 28Q: 15 clusters Score -1.611563e+08 nChanged 35188
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 159541 members 
Mstep: Class 3 contains 104496 members 
Mstep: Class 5 contains 4407 members 
Mstep: Class 7 contains 292277 members 
Mstep: Class 8 contains 96361 members 
Mstep: Class 9 contains 158075 members 
Mstep: Class 11 contains 50331 members 
Mstep: Class 13 contains 35259 members 
Mstep: Class 14 contains 16851 members 
Mstep: Class 15 contains 11332 members 
Mstep: Class 16 contains 88316 members 
Mstep: Class 18 contains 144879 members 
Mstep: Class 20 contains 123471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161166432.000000 Penalty: 48854.148438
Iteration 29Q: 15 clusters Score -1.611664e+08 nChanged 30794
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 159660 members 
Mstep: Class 3 contains 106814 members 
Mstep: Class 5 contains 4236 members 
Mstep: Class 7 contains 284509 members 
Mstep: Class 8 contains 96938 members 
Mstep: Class 9 contains 159230 members 
Mstep: Class 11 contains 51065 members 
Mstep: Class 13 contains 37391 members 
Mstep: Class 14 contains 17482 members 
Mstep: Class 15 contains 11497 members 
Mstep: Class 16 contains 88293 members 
Mstep: Class 18 contains 146322 members 
Mstep: Class 20 contains 122150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161170384.000000 Penalty: 48854.148438
Iteration 30Q: 15 clusters Score -1.611704e+08 nChanged 28620
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 159743 members 
Mstep: Class 3 contains 110569 members 
Mstep: Class 5 contains 4098 members 
Mstep: Class 7 contains 275303 members 
Mstep: Class 8 contains 97275 members 
Mstep: Class 9 contains 160204 members 
Mstep: Class 11 contains 51831 members 
Mstep: Class 13 contains 39636 members 
Mstep: Class 14 contains 18106 members 
Mstep: Class 15 contains 11632 members 
Mstep: Class 16 contains 88226 members 
Mstep: Class 18 contains 147956 members 
Mstep: Class 20 contains 120999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161175488.000000 Penalty: 48854.148438
Iteration 31Q: 15 clusters Score -1.611755e+08 nChanged 25736
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 159947 members 
Mstep: Class 3 contains 115552 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 7 contains 265103 members 
Mstep: Class 8 contains 97294 members 
Mstep: Class 9 contains 160773 members 
Mstep: Class 11 contains 52609 members 
Mstep: Class 13 contains 41874 members 
Mstep: Class 14 contains 18687 members 
Mstep: Class 15 contains 11740 members 
Mstep: Class 16 contains 88146 members 
Mstep: Class 18 contains 149858 members 
Mstep: Class 20 contains 120009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161179664.000000 Penalty: 48854.148438
Iteration 32Q: 15 clusters Score -1.611797e+08 nChanged 25019
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 159950 members 
Mstep: Class 3 contains 121450 members 
Mstep: Class 5 contains 3887 members 
Mstep: Class 7 contains 254691 members 
Mstep: Class 8 contains 97091 members 
Mstep: Class 9 contains 160665 members 
Mstep: Class 11 contains 53383 members 
Mstep: Class 13 contains 44197 members 
Mstep: Class 14 contains 19254 members 
Mstep: Class 15 contains 11807 members 
Mstep: Class 16 contains 88068 members 
Mstep: Class 18 contains 152023 members 
Mstep: Class 20 contains 119094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161184864.000000 Penalty: 48854.148438
Iteration 33Q: 15 clusters Score -1.611849e+08 nChanged 23924
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 159785 members 
Mstep: Class 3 contains 127992 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 7 contains 244739 members 
Mstep: Class 8 contains 96693 members 
Mstep: Class 9 contains 160108 members 
Mstep: Class 11 contains 54180 members 
Mstep: Class 13 contains 46493 members 
Mstep: Class 14 contains 19766 members 
Mstep: Class 15 contains 11860 members 
Mstep: Class 16 contains 87941 members 
Mstep: Class 18 contains 154027 members 
Mstep: Class 20 contains 118175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161190112.000000 Penalty: 48854.148438
Iteration 34Q: 15 clusters Score -1.611901e+08 nChanged 23342
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 159578 members 
Mstep: Class 3 contains 135249 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 7 contains 235243 members 
Mstep: Class 8 contains 96115 members 
Mstep: Class 9 contains 159095 members 
Mstep: Class 11 contains 54982 members 
Mstep: Class 13 contains 48668 members 
Mstep: Class 14 contains 20172 members 
Mstep: Class 15 contains 11888 members 
Mstep: Class 16 contains 87716 members 
Mstep: Class 18 contains 155943 members 
Mstep: Class 20 contains 117186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161195136.000000 Penalty: 48854.148438
Iteration 35Q: 15 clusters Score -1.611951e+08 nChanged 22590
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 159132 members 
Mstep: Class 3 contains 143097 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 7 contains 226334 members 
Mstep: Class 8 contains 95516 members 
Mstep: Class 9 contains 158180 members 
Mstep: Class 11 contains 55809 members 
Mstep: Class 13 contains 50584 members 
Mstep: Class 14 contains 20477 members 
Mstep: Class 15 contains 11895 members 
Mstep: Class 16 contains 87451 members 
Mstep: Class 18 contains 157445 members 
Mstep: Class 20 contains 116006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161200208.000000 Penalty: 48854.148438
Iteration 36Q: 15 clusters Score -1.612002e+08 nChanged 21886
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 158528 members 
Mstep: Class 3 contains 151622 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 7 contains 217970 members 
Mstep: Class 8 contains 94821 members 
Mstep: Class 9 contains 157368 members 
Mstep: Class 11 contains 56612 members 
Mstep: Class 13 contains 52186 members 
Mstep: Class 14 contains 20660 members 
Mstep: Class 15 contains 11869 members 
Mstep: Class 16 contains 87149 members 
Mstep: Class 18 contains 158385 members 
Mstep: Class 20 contains 114843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161204368.000000 Penalty: 48854.148438
Iteration 37Q: 15 clusters Score -1.612044e+08 nChanged 20579
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 157888 members 
Mstep: Class 3 contains 160427 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 7 contains 210328 members 
Mstep: Class 8 contains 94075 members 
Mstep: Class 9 contains 156588 members 
Mstep: Class 11 contains 57415 members 
Mstep: Class 13 contains 53480 members 
Mstep: Class 14 contains 20759 members 
Mstep: Class 15 contains 11838 members 
Mstep: Class 16 contains 86868 members 
Mstep: Class 18 contains 158843 members 
Mstep: Class 20 contains 113586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161207552.000000 Penalty: 48854.148438
Iteration 38Q: 15 clusters Score -1.612076e+08 nChanged 20225
Entering ConstructFrom: 
Score: -161207552.000000 Penalty: 48854.148438
Entering ConstructFrom: 
Trying to split cluster 1 (5505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Entering Unmasked Estep 
Score: -536927.937500 Penalty: 2136.126221
	Iteration 0F: 2 clusters Score -536927.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -533054.000000 Penalty: 4272.252441
	Iteration 0F: 3 clusters Score -533054 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -548706.937500 Penalty: 4272.252441
	Iteration 1F: 3 clusters Score -548706.9 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -562032.250000 Penalty: 4272.252441
	Iteration 2F: 3 clusters Score -562032.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -567342.125000 Penalty: 4272.252441
	Iteration 3Q: 3 clusters Score -567342.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -569512.187500 Penalty: 4272.252441
	Iteration 4Q: 3 clusters Score -569512.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -572443.500000 Penalty: 4272.252441
	Iteration 5Q: 3 clusters Score -572443.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -572573.000000 Penalty: 4272.252441
	Iteration 6Q: 3 clusters Score -572573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -572697.875000 Penalty: 4272.252441
	Iteration 7Q: 3 clusters Score -572697.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -572843.687500 Penalty: 4272.252441
	Iteration 8Q: 3 clusters Score -572843.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -572988.562500 Penalty: 4272.252441
	Iteration 9Q: 3 clusters Score -572988.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -573170.187500 Penalty: 4272.252441
	Iteration 10Q: 3 clusters Score -573170.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -573395.437500 Penalty: 4272.252441
	Iteration 11Q: 3 clusters Score -573395.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -573659.500000 Penalty: 4272.252441
	Iteration 12Q: 3 clusters Score -573659.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -573752.000000 Penalty: 4272.252441
	Iteration 13Q: 3 clusters Score -573752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -573955.812500 Penalty: 4272.252441
	Iteration 14Q: 3 clusters Score -573955.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -574182.187500 Penalty: 4272.252441
	Iteration 15Q: 3 clusters Score -574182.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -575362.500000 Penalty: 4272.252441
	Iteration 16Q: 3 clusters Score -575362.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -575950.437500 Penalty: 4272.252441
	Iteration 17Q: 3 clusters Score -575950.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -576240.687500 Penalty: 4272.252441
	Iteration 18Q: 3 clusters Score -576240.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -576569.750000 Penalty: 4272.252441
	Iteration 19Q: 3 clusters Score -576569.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -576596.812500 Penalty: 4272.252441
	Iteration 20F: 3 clusters Score -576596.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -576625.250000 Penalty: 4272.252441
	Iteration 21Q: 3 clusters Score -576625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -576667.750000 Penalty: 4272.252441
	Iteration 22Q: 3 clusters Score -576667.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -576751.562500 Penalty: 4272.252441
	Iteration 23Q: 3 clusters Score -576751.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -576808.875000 Penalty: 4272.252441
	Iteration 24Q: 3 clusters Score -576808.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -576857.000000 Penalty: 4272.252441
	Iteration 25Q: 3 clusters Score -576857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -576927.000000 Penalty: 4272.252441
	Iteration 26Q: 3 clusters Score -576927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -577247.500000 Penalty: 4272.252441
	Iteration 27Q: 3 clusters Score -577247.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -577950.312500 Penalty: 4272.252441
	Iteration 28Q: 3 clusters Score -577950.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -578275.812500 Penalty: 4272.252441
	Iteration 29Q: 3 clusters Score -578275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -578290.437500 Penalty: 4272.252441
	Iteration 30Q: 3 clusters Score -578290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -578296.250000 Penalty: 4272.252441
	Iteration 31Q: 3 clusters Score -578296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -578301.375000 Penalty: 4272.252441
	Iteration 32Q: 3 clusters Score -578301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -578305.250000 Penalty: 4272.252441
	Iteration 33Q: 3 clusters Score -578305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -578305.875000 Penalty: 4272.252441
	Iteration 34Q: 3 clusters Score -578305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -578305.875000 Penalty: 4272.252441
	Iteration 35F: 3 clusters Score -578305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 157127 members 
Mstep: Class 3 contains 169567 members 
Mstep: Class 4 contains 2659 members 
Mstep: Class 5 contains 3294 members 
Mstep: Class 7 contains 203122 members 
Mstep: Class 8 contains 93209 members 
Mstep: Class 9 contains 155644 members 
Mstep: Class 11 contains 58236 members 
Mstep: Class 13 contains 54593 members 
Mstep: Class 14 contains 20790 members 
Mstep: Class 15 contains 11811 members 
Mstep: Class 16 contains 86608 members 
Mstep: Class 18 contains 158972 members 
Mstep: Class 20 contains 112466 members 
Entering Unmasked Estep 
Score: -161248000.000000 Penalty: 52343.730469
Splitting cluster 1 changes total score from -161207552.000000 to -161248000.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (157127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157127 members 
Entering Unmasked Estep 
Score: -20226564.000000 Penalty: 2967.272705
	Iteration 0F: 2 clusters Score -2.022656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78642 members 
Mstep: Class 2 contains 78485 members 
Entering Unmasked Estep 
Score: -20128840.000000 Penalty: 5934.545410
	Iteration 0F: 3 clusters Score -2.012884e+07 nChanged 75125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82313 members 
Mstep: Class 2 contains 74814 members 
Entering Unmasked Estep 
Score: -20173376.000000 Penalty: 5934.545410
	Iteration 1F: 3 clusters Score -2.017338e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -20175020.000000 Penalty: 5934.545410
	Iteration 2Q: 3 clusters Score -2.017502e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -20176778.000000 Penalty: 5934.545410
	Iteration 3Q: 3 clusters Score -2.017678e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90916 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
Score: -20179020.000000 Penalty: 5934.545410
	Iteration 4Q: 3 clusters Score -2.017902e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95683 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -20181494.000000 Penalty: 5934.545410
	Iteration 5Q: 3 clusters Score -2.018149e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101774 members 
Mstep: Class 2 contains 55353 members 
Entering Unmasked Estep 
Score: -20184562.000000 Penalty: 5934.545410
	Iteration 6F: 3 clusters Score -2.018456e+07 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109136 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -20188568.000000 Penalty: 5934.545410
	Iteration 7F: 3 clusters Score -2.018857e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117378 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -20193706.000000 Penalty: 5934.545410
	Iteration 8F: 3 clusters Score -2.019371e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125899 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -20199964.000000 Penalty: 5934.545410
	Iteration 9F: 3 clusters Score -2.019996e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133608 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -20206550.000000 Penalty: 5934.545410
	Iteration 10F: 3 clusters Score -2.020655e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139725 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -20212296.000000 Penalty: 5934.545410
	Iteration 11Q: 3 clusters Score -2.02123e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143839 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -20215686.000000 Penalty: 5934.545410
	Iteration 12Q: 3 clusters Score -2.021569e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146433 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -20218274.000000 Penalty: 5934.545410
	Iteration 13Q: 3 clusters Score -2.021827e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148171 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -20219890.000000 Penalty: 5934.545410
	Iteration 14Q: 3 clusters Score -2.021989e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149514 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -20221006.000000 Penalty: 5934.545410
	Iteration 15Q: 3 clusters Score -2.022101e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150534 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -20221672.000000 Penalty: 5934.545410
	Iteration 16Q: 3 clusters Score -2.022167e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151364 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -20222256.000000 Penalty: 5934.545410
	Iteration 17Q: 3 clusters Score -2.022226e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152053 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -20222598.000000 Penalty: 5934.545410
	Iteration 18Q: 3 clusters Score -2.02226e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152657 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -20222922.000000 Penalty: 5934.545410
	Iteration 19Q: 3 clusters Score -2.022292e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153166 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -20223088.000000 Penalty: 5934.545410
	Iteration 20F: 3 clusters Score -2.022309e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153552 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -20223356.000000 Penalty: 5934.545410
	Iteration 21Q: 3 clusters Score -2.022336e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153892 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -20223476.000000 Penalty: 5934.545410
	Iteration 22Q: 3 clusters Score -2.022348e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154191 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -20223724.000000 Penalty: 5934.545410
	Iteration 23Q: 3 clusters Score -2.022372e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154487 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -20223902.000000 Penalty: 5934.545410
	Iteration 24Q: 3 clusters Score -2.02239e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154715 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -20224022.000000 Penalty: 5934.545410
	Iteration 25Q: 3 clusters Score -2.022402e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154933 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -20224116.000000 Penalty: 5934.545410
	Iteration 26Q: 3 clusters Score -2.022412e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155102 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -20224256.000000 Penalty: 5934.545410
	Iteration 27Q: 3 clusters Score -2.022426e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155231 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -20224320.000000 Penalty: 5934.545410
	Iteration 28Q: 3 clusters Score -2.022432e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155336 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -20224338.000000 Penalty: 5934.545410
	Iteration 29Q: 3 clusters Score -2.022434e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155418 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -20224366.000000 Penalty: 5934.545410
	Iteration 30Q: 3 clusters Score -2.022437e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155494 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -20224358.000000 Penalty: 5934.545410
	Iteration 31Q: 3 clusters Score -2.022436e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155548 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -20224364.000000 Penalty: 5934.545410
	Iteration 32Q: 3 clusters Score -2.022436e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155583 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -20224374.000000 Penalty: 5934.545410
	Iteration 33Q: 3 clusters Score -2.022437e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155615 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -20224374.000000 Penalty: 5934.545410
	Iteration 34Q: 3 clusters Score -2.022437e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155647 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -20224406.000000 Penalty: 5934.545410
	Iteration 35Q: 3 clusters Score -2.022441e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155665 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -20224448.000000 Penalty: 5934.545410
	Iteration 36Q: 3 clusters Score -2.022445e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155693 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -20224466.000000 Penalty: 5934.545410
	Iteration 37Q: 3 clusters Score -2.022447e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155721 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -20224486.000000 Penalty: 5934.545410
	Iteration 38Q: 3 clusters Score -2.022449e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155748 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -20224488.000000 Penalty: 5934.545410
	Iteration 39Q: 3 clusters Score -2.022449e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155774 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -20224502.000000 Penalty: 5934.545410
	Iteration 40F: 3 clusters Score -2.02245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155783 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -20224510.000000 Penalty: 5934.545410
	Iteration 41Q: 3 clusters Score -2.022451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155788 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -20224514.000000 Penalty: 5934.545410
	Iteration 42Q: 3 clusters Score -2.022451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155798 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -20224506.000000 Penalty: 5934.545410
	Iteration 43Q: 3 clusters Score -2.022451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155807 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -20224516.000000 Penalty: 5934.545410
	Iteration 44Q: 3 clusters Score -2.022452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155808 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -20224534.000000 Penalty: 5934.545410
	Iteration 45Q: 3 clusters Score -2.022453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155812 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -20224514.000000 Penalty: 5934.545410
	Iteration 46Q: 3 clusters Score -2.022451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155818 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -20224530.000000 Penalty: 5934.545410
	Iteration 47Q: 3 clusters Score -2.022453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155824 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -20224508.000000 Penalty: 5934.545410
	Iteration 48Q: 3 clusters Score -2.022451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155829 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -20224532.000000 Penalty: 5934.545410
	Iteration 49Q: 3 clusters Score -2.022453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155832 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -20224530.000000 Penalty: 5934.545410
	Iteration 50Q: 3 clusters Score -2.022453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155834 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -20224534.000000 Penalty: 5934.545410
	Iteration 51Q: 3 clusters Score -2.022453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155836 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -20224542.000000 Penalty: 5934.545410
	Iteration 52Q: 3 clusters Score -2.022454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155837 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -20224530.000000 Penalty: 5934.545410
	Iteration 53Q: 3 clusters Score -2.022453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155838 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -20224528.000000 Penalty: 5934.545410
	Iteration 54Q: 3 clusters Score -2.022453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155839 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -20224546.000000 Penalty: 5934.545410
	Iteration 55Q: 3 clusters Score -2.022455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155841 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -20224534.000000 Penalty: 5934.545410
	Iteration 56Q: 3 clusters Score -2.022453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155844 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20224546.000000 Penalty: 5934.545410
	Iteration 57Q: 3 clusters Score -2.022455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155845 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -20224542.000000 Penalty: 5934.545410
	Iteration 58Q: 3 clusters Score -2.022454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155846 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -20224538.000000 Penalty: 5934.545410
	Iteration 59Q: 3 clusters Score -2.022454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155846 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -20224538.000000 Penalty: 5934.545410
	Iteration 60F: 3 clusters Score -2.022454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (169567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169567 members 
Entering Unmasked Estep 
Score: -21658650.000000 Penalty: 2986.168701
	Iteration 0F: 2 clusters Score -2.165865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84745 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -21547316.000000 Penalty: 5972.337402
	Iteration 0F: 3 clusters Score -2.154732e+07 nChanged 81276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83291 members 
Mstep: Class 2 contains 86276 members 
Entering Unmasked Estep 
Score: -21594256.000000 Penalty: 5972.337402
	Iteration 1F: 3 clusters Score -2.159426e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82559 members 
Mstep: Class 2 contains 87008 members 
Entering Unmasked Estep 
Score: -21595200.000000 Penalty: 5972.337402
	Iteration 2Q: 3 clusters Score -2.15952e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -21595848.000000 Penalty: 5972.337402
	Iteration 3Q: 3 clusters Score -2.159585e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79950 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
Score: -21596862.000000 Penalty: 5972.337402
	Iteration 4Q: 3 clusters Score -2.159686e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77714 members 
Mstep: Class 2 contains 91853 members 
Entering Unmasked Estep 
Score: -21598620.000000 Penalty: 5972.337402
	Iteration 5Q: 3 clusters Score -2.159862e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74489 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -21601398.000000 Penalty: 5972.337402
	Iteration 6Q: 3 clusters Score -2.16014e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 99550 members 
Entering Unmasked Estep 
Score: -21605328.000000 Penalty: 5972.337402
	Iteration 7Q: 3 clusters Score -2.160533e+07 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 105098 members 
Entering Unmasked Estep 
Score: -21611378.000000 Penalty: 5972.337402
	Iteration 8F: 3 clusters Score -2.161138e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 111149 members 
Entering Unmasked Estep 
Score: -21619496.000000 Penalty: 5972.337402
	Iteration 9F: 3 clusters Score -2.16195e+07 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 116351 members 
Entering Unmasked Estep 
Score: -21627826.000000 Penalty: 5972.337402
	Iteration 10F: 3 clusters Score -2.162783e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 120164 members 
Entering Unmasked Estep 
Score: -21633414.000000 Penalty: 5972.337402
	Iteration 11F: 3 clusters Score -2.163341e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 123071 members 
Entering Unmasked Estep 
Score: -21636384.000000 Penalty: 5972.337402
	Iteration 12Q: 3 clusters Score -2.163638e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 125740 members 
Entering Unmasked Estep 
Score: -21638058.000000 Penalty: 5972.337402
	Iteration 13Q: 3 clusters Score -2.163806e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 128386 members 
Entering Unmasked Estep 
Score: -21639220.000000 Penalty: 5972.337402
	Iteration 14Q: 3 clusters Score -2.163922e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 131022 members 
Entering Unmasked Estep 
Score: -21640214.000000 Penalty: 5972.337402
	Iteration 15Q: 3 clusters Score -2.164021e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 133574 members 
Entering Unmasked Estep 
Score: -21641368.000000 Penalty: 5972.337402
	Iteration 16Q: 3 clusters Score -2.164137e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 136104 members 
Entering Unmasked Estep 
Score: -21642446.000000 Penalty: 5972.337402
	Iteration 17Q: 3 clusters Score -2.164245e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 138616 members 
Entering Unmasked Estep 
Score: -21643446.000000 Penalty: 5972.337402
	Iteration 18Q: 3 clusters Score -2.164345e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 141094 members 
Entering Unmasked Estep 
Score: -21644480.000000 Penalty: 5972.337402
	Iteration 19Q: 3 clusters Score -2.164448e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 143630 members 
Entering Unmasked Estep 
Score: -21645538.000000 Penalty: 5972.337402
	Iteration 20F: 3 clusters Score -2.164554e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 146090 members 
Entering Unmasked Estep 
Score: -21646408.000000 Penalty: 5972.337402
	Iteration 21Q: 3 clusters Score -2.164641e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 148471 members 
Entering Unmasked Estep 
Score: -21647356.000000 Penalty: 5972.337402
	Iteration 22Q: 3 clusters Score -2.164736e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 150794 members 
Entering Unmasked Estep 
Score: -21648358.000000 Penalty: 5972.337402
	Iteration 23Q: 3 clusters Score -2.164836e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 153087 members 
Entering Unmasked Estep 
Score: -21649426.000000 Penalty: 5972.337402
	Iteration 24Q: 3 clusters Score -2.164943e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 155315 members 
Entering Unmasked Estep 
Score: -21650288.000000 Penalty: 5972.337402
	Iteration 25Q: 3 clusters Score -2.165029e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 157353 members 
Entering Unmasked Estep 
Score: -21651204.000000 Penalty: 5972.337402
	Iteration 26Q: 3 clusters Score -2.16512e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 159273 members 
Entering Unmasked Estep 
Score: -21651880.000000 Penalty: 5972.337402
	Iteration 27Q: 3 clusters Score -2.165188e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 161018 members 
Entering Unmasked Estep 
Score: -21652606.000000 Penalty: 5972.337402
	Iteration 28Q: 3 clusters Score -2.165261e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 162598 members 
Entering Unmasked Estep 
Score: -21653248.000000 Penalty: 5972.337402
	Iteration 29Q: 3 clusters Score -2.165325e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 163971 members 
Entering Unmasked Estep 
Score: -21653808.000000 Penalty: 5972.337402
	Iteration 30Q: 3 clusters Score -2.165381e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 165117 members 
Entering Unmasked Estep 
Score: -21654356.000000 Penalty: 5972.337402
	Iteration 31Q: 3 clusters Score -2.165436e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 166069 members 
Entering Unmasked Estep 
Score: -21654768.000000 Penalty: 5972.337402
	Iteration 32Q: 3 clusters Score -2.165477e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 166817 members 
Entering Unmasked Estep 
Score: -21655062.000000 Penalty: 5972.337402
	Iteration 33Q: 3 clusters Score -2.165506e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 167358 members 
Entering Unmasked Estep 
Score: -21655390.000000 Penalty: 5972.337402
	Iteration 34Q: 3 clusters Score -2.165539e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 167757 members 
Entering Unmasked Estep 
Score: -21655544.000000 Penalty: 5972.337402
	Iteration 35Q: 3 clusters Score -2.165554e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 168046 members 
Entering Unmasked Estep 
Score: -21655706.000000 Penalty: 5972.337402
	Iteration 36Q: 3 clusters Score -2.165571e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 168248 members 
Entering Unmasked Estep 
Score: -21655822.000000 Penalty: 5972.337402
	Iteration 37Q: 3 clusters Score -2.165582e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 168412 members 
Entering Unmasked Estep 
Score: -21655874.000000 Penalty: 5972.337402
	Iteration 38Q: 3 clusters Score -2.165587e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 168520 members 
Entering Unmasked Estep 
Score: -21655924.000000 Penalty: 5972.337402
	Iteration 39Q: 3 clusters Score -2.165592e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 168611 members 
Entering Unmasked Estep 
Score: -21655946.000000 Penalty: 5972.337402
	Iteration 40F: 3 clusters Score -2.165595e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 168677 members 
Entering Unmasked Estep 
Score: -21656004.000000 Penalty: 5972.337402
	Iteration 41Q: 3 clusters Score -2.1656e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 168717 members 
Entering Unmasked Estep 
Score: -21656014.000000 Penalty: 5972.337402
	Iteration 42Q: 3 clusters Score -2.165601e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 168746 members 
Entering Unmasked Estep 
Score: -21656012.000000 Penalty: 5972.337402
	Iteration 43Q: 3 clusters Score -2.165601e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 168778 members 
Entering Unmasked Estep 
Score: -21656022.000000 Penalty: 5972.337402
	Iteration 44Q: 3 clusters Score -2.165602e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 168795 members 
Entering Unmasked Estep 
Score: -21656026.000000 Penalty: 5972.337402
	Iteration 45Q: 3 clusters Score -2.165603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 168810 members 
Entering Unmasked Estep 
Score: -21656034.000000 Penalty: 5972.337402
	Iteration 46Q: 3 clusters Score -2.165603e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 168831 members 
Entering Unmasked Estep 
Score: -21656068.000000 Penalty: 5972.337402
	Iteration 47Q: 3 clusters Score -2.165607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 168845 members 
Entering Unmasked Estep 
Score: -21656082.000000 Penalty: 5972.337402
	Iteration 48Q: 3 clusters Score -2.165608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 168852 members 
Entering Unmasked Estep 
Score: -21656104.000000 Penalty: 5972.337402
	Iteration 49Q: 3 clusters Score -2.16561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 168857 members 
Entering Unmasked Estep 
Score: -21656096.000000 Penalty: 5972.337402
	Iteration 50Q: 3 clusters Score -2.16561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 168860 members 
Entering Unmasked Estep 
Score: -21656086.000000 Penalty: 5972.337402
	Iteration 51Q: 3 clusters Score -2.165609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 168862 members 
Entering Unmasked Estep 
Score: -21656082.000000 Penalty: 5972.337402
	Iteration 52Q: 3 clusters Score -2.165608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 168867 members 
Entering Unmasked Estep 
Score: -21656094.000000 Penalty: 5972.337402
	Iteration 53Q: 3 clusters Score -2.165609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 168872 members 
Entering Unmasked Estep 
Score: -21656112.000000 Penalty: 5972.337402
	Iteration 54Q: 3 clusters Score -2.165611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 168880 members 
Entering Unmasked Estep 
Score: -21656114.000000 Penalty: 5972.337402
	Iteration 55Q: 3 clusters Score -2.165611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 168883 members 
Entering Unmasked Estep 
Score: -21656118.000000 Penalty: 5972.337402
	Iteration 56Q: 3 clusters Score -2.165612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 168886 members 
Entering Unmasked Estep 
Score: -21656110.000000 Penalty: 5972.337402
	Iteration 57Q: 3 clusters Score -2.165611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 168892 members 
Entering Unmasked Estep 
Score: -21656110.000000 Penalty: 5972.337402
	Iteration 58Q: 3 clusters Score -2.165611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 168893 members 
Entering Unmasked Estep 
Score: -21656118.000000 Penalty: 5972.337402
	Iteration 59Q: 3 clusters Score -2.165612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 168898 members 
Entering Unmasked Estep 
Score: -21656114.000000 Penalty: 5972.337402
	Iteration 60F: 3 clusters Score -2.165611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 168903 members 
Entering Unmasked Estep 
Score: -21656110.000000 Penalty: 5972.337402
	Iteration 61Q: 3 clusters Score -2.165611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 168908 members 
Entering Unmasked Estep 
Score: -21656132.000000 Penalty: 5972.337402
	Iteration 62Q: 3 clusters Score -2.165613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 168910 members 
Entering Unmasked Estep 
Score: -21656130.000000 Penalty: 5972.337402
	Iteration 63Q: 3 clusters Score -2.165613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 168908 members 
Entering Unmasked Estep 
Score: -21656130.000000 Penalty: 5972.337402
	Iteration 64Q: 3 clusters Score -2.165613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 168908 members 
Entering Unmasked Estep 
Score: -21656130.000000 Penalty: 5972.337402
	Iteration 65F: 3 clusters Score -2.165613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -442360.031250 Penalty: 2008.764893
	Iteration 0F: 2 clusters Score -442360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -438898.781250 Penalty: 4017.529785
	Iteration 0F: 3 clusters Score -438898.8 nChanged 1153
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: -439606.000000 Penalty: 4017.529785
	Iteration 1F: 3 clusters Score -439606 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -439757.468750 Penalty: 4017.529785
	Iteration 2F: 3 clusters Score -439757.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -439838.937500 Penalty: 4017.529785
	Iteration 3Q: 3 clusters Score -439838.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -439897.406250 Penalty: 4017.529785
	Iteration 4Q: 3 clusters Score -439897.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -439938.937500 Penalty: 4017.529785
	Iteration 5Q: 3 clusters Score -439938.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -439970.375000 Penalty: 4017.529785
	Iteration 6Q: 3 clusters Score -439970.4 nChanged 48
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: -439990.906250 Penalty: 4017.529785
	Iteration 7Q: 3 clusters Score -439990.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -440003.906250 Penalty: 4017.529785
	Iteration 8Q: 3 clusters Score -440003.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -440014.093750 Penalty: 4017.529785
	Iteration 9Q: 3 clusters Score -440014.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -440022.718750 Penalty: 4017.529785
	Iteration 10Q: 3 clusters Score -440022.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -440033.812500 Penalty: 4017.529785
	Iteration 11Q: 3 clusters Score -440033.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -440044.343750 Penalty: 4017.529785
	Iteration 12Q: 3 clusters Score -440044.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -440053.062500 Penalty: 4017.529785
	Iteration 13Q: 3 clusters Score -440053.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -440059.937500 Penalty: 4017.529785
	Iteration 14Q: 3 clusters Score -440059.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -440066.031250 Penalty: 4017.529785
	Iteration 15Q: 3 clusters Score -440066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -440069.937500 Penalty: 4017.529785
	Iteration 16Q: 3 clusters Score -440069.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -440072.125000 Penalty: 4017.529785
	Iteration 17Q: 3 clusters Score -440072.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -440076.593750 Penalty: 4017.529785
	Iteration 18Q: 3 clusters Score -440076.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -440080.531250 Penalty: 4017.529785
	Iteration 19Q: 3 clusters Score -440080.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -440085.031250 Penalty: 4017.529785
	Iteration 20F: 3 clusters Score -440085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -440087.250000 Penalty: 4017.529785
	Iteration 21Q: 3 clusters Score -440087.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -440088.312500 Penalty: 4017.529785
	Iteration 22Q: 3 clusters Score -440088.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -440090.062500 Penalty: 4017.529785
	Iteration 23Q: 3 clusters Score -440090.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -440090.750000 Penalty: 4017.529785
	Iteration 24Q: 3 clusters Score -440090.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -440091.437500 Penalty: 4017.529785
	Iteration 25Q: 3 clusters Score -440091.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -440092.218750 Penalty: 4017.529785
	Iteration 26Q: 3 clusters Score -440092.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -440093.156250 Penalty: 4017.529785
	Iteration 27Q: 3 clusters Score -440093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -440094.000000 Penalty: 4017.529785
	Iteration 28Q: 3 clusters Score -440094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -440095.656250 Penalty: 4017.529785
	Iteration 29Q: 3 clusters Score -440095.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -440096.625000 Penalty: 4017.529785
	Iteration 30Q: 3 clusters Score -440096.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -440095.781250 Penalty: 4017.529785
	Iteration 31Q: 3 clusters Score -440095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -440096.781250 Penalty: 4017.529785
	Iteration 32Q: 3 clusters Score -440096.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -440096.781250 Penalty: 4017.529785
	Iteration 33F: 3 clusters Score -440096.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (203122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203122 members 
Entering Unmasked Estep 
Score: -25868330.000000 Penalty: 3030.947510
	Iteration 0F: 2 clusters Score -2.586833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101413 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -25756366.000000 Penalty: 6061.895020
	Iteration 0F: 3 clusters Score -2.575637e+07 nChanged 97738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98609 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -25813440.000000 Penalty: 6061.895020
	Iteration 1F: 3 clusters Score -2.581344e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 106486 members 
Entering Unmasked Estep 
Score: -25815650.000000 Penalty: 6061.895020
	Iteration 2Q: 3 clusters Score -2.581565e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93425 members 
Mstep: Class 2 contains 109697 members 
Entering Unmasked Estep 
Score: -25819380.000000 Penalty: 6061.895020
	Iteration 3Q: 3 clusters Score -2.581938e+07 nChanged 11007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87968 members 
Mstep: Class 2 contains 115154 members 
Entering Unmasked Estep 
Score: -25825372.000000 Penalty: 6061.895020
	Iteration 4F: 3 clusters Score -2.582537e+07 nChanged 14177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 123355 members 
Entering Unmasked Estep 
Score: -25835084.000000 Penalty: 6061.895020
	Iteration 5F: 3 clusters Score -2.583508e+07 nChanged 16576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69259 members 
Mstep: Class 2 contains 133863 members 
Entering Unmasked Estep 
Score: -25849222.000000 Penalty: 6061.895020
	Iteration 6F: 3 clusters Score -2.584922e+07 nChanged 16265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 143878 members 
Entering Unmasked Estep 
Score: -25866180.000000 Penalty: 6061.895020
	Iteration 7F: 3 clusters Score -2.586618e+07 nChanged 12319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 150015 members 
Entering Unmasked Estep 
Score: -25877150.000000 Penalty: 6061.895020
	Iteration 8F: 3 clusters Score -2.587715e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 153710 members 
Entering Unmasked Estep 
Score: -25880106.000000 Penalty: 6061.895020
	Iteration 9Q: 3 clusters Score -2.588011e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 157078 members 
Entering Unmasked Estep 
Score: -25881120.000000 Penalty: 6061.895020
	Iteration 10Q: 3 clusters Score -2.588112e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 160339 members 
Entering Unmasked Estep 
Score: -25881282.000000 Penalty: 6061.895020
	Iteration 11Q: 3 clusters Score -2.588128e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 163586 members 
Entering Unmasked Estep 
Score: -25881316.000000 Penalty: 6061.895020
	Iteration 12Q: 3 clusters Score -2.588132e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 166879 members 
Entering Unmasked Estep 
Score: -25880996.000000 Penalty: 6061.895020
	Iteration 13Q: 3 clusters Score -2.5881e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -25880442.000000 Penalty: 6061.895020
	Iteration 14Q: 3 clusters Score -2.588044e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 173050 members 
Entering Unmasked Estep 
Score: -25880062.000000 Penalty: 6061.895020
	Iteration 15Q: 3 clusters Score -2.588006e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 175860 members 
Entering Unmasked Estep 
Score: -25879368.000000 Penalty: 6061.895020
	Iteration 16Q: 3 clusters Score -2.587937e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 178413 members 
Entering Unmasked Estep 
Score: -25878536.000000 Penalty: 6061.895020
	Iteration 17Q: 3 clusters Score -2.587854e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 180740 members 
Entering Unmasked Estep 
Score: -25877614.000000 Penalty: 6061.895020
	Iteration 18Q: 3 clusters Score -2.587761e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 182834 members 
Entering Unmasked Estep 
Score: -25876876.000000 Penalty: 6061.895020
	Iteration 19Q: 3 clusters Score -2.587688e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 184690 members 
Entering Unmasked Estep 
Score: -25876260.000000 Penalty: 6061.895020
	Iteration 20F: 3 clusters Score -2.587626e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 186351 members 
Entering Unmasked Estep 
Score: -25875456.000000 Penalty: 6061.895020
	Iteration 21Q: 3 clusters Score -2.587546e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 187827 members 
Entering Unmasked Estep 
Score: -25874882.000000 Penalty: 6061.895020
	Iteration 22Q: 3 clusters Score -2.587488e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 189132 members 
Entering Unmasked Estep 
Score: -25874240.000000 Penalty: 6061.895020
	Iteration 23Q: 3 clusters Score -2.587424e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 190260 members 
Entering Unmasked Estep 
Score: -25873566.000000 Penalty: 6061.895020
	Iteration 24Q: 3 clusters Score -2.587357e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 191309 members 
Entering Unmasked Estep 
Score: -25872946.000000 Penalty: 6061.895020
	Iteration 25Q: 3 clusters Score -2.587295e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 192286 members 
Entering Unmasked Estep 
Score: -25872426.000000 Penalty: 6061.895020
	Iteration 26Q: 3 clusters Score -2.587243e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 193182 members 
Entering Unmasked Estep 
Score: -25872000.000000 Penalty: 6061.895020
	Iteration 27Q: 3 clusters Score -2.5872e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 194003 members 
Entering Unmasked Estep 
Score: -25871466.000000 Penalty: 6061.895020
	Iteration 28Q: 3 clusters Score -2.587147e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 194785 members 
Entering Unmasked Estep 
Score: -25871102.000000 Penalty: 6061.895020
	Iteration 29Q: 3 clusters Score -2.58711e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 195487 members 
Entering Unmasked Estep 
Score: -25870806.000000 Penalty: 6061.895020
	Iteration 30Q: 3 clusters Score -2.587081e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 196114 members 
Entering Unmasked Estep 
Score: -25870572.000000 Penalty: 6061.895020
	Iteration 31Q: 3 clusters Score -2.587057e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 196705 members 
Entering Unmasked Estep 
Score: -25870296.000000 Penalty: 6061.895020
	Iteration 32Q: 3 clusters Score -2.58703e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 197279 members 
Entering Unmasked Estep 
Score: -25869930.000000 Penalty: 6061.895020
	Iteration 33Q: 3 clusters Score -2.586993e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 197796 members 
Entering Unmasked Estep 
Score: -25869614.000000 Penalty: 6061.895020
	Iteration 34Q: 3 clusters Score -2.586961e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 198278 members 
Entering Unmasked Estep 
Score: -25869388.000000 Penalty: 6061.895020
	Iteration 35Q: 3 clusters Score -2.586939e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 198702 members 
Entering Unmasked Estep 
Score: -25869142.000000 Penalty: 6061.895020
	Iteration 36Q: 3 clusters Score -2.586914e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 199074 members 
Entering Unmasked Estep 
Score: -25868866.000000 Penalty: 6061.895020
	Iteration 37Q: 3 clusters Score -2.586887e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 199388 members 
Entering Unmasked Estep 
Score: -25868566.000000 Penalty: 6061.895020
	Iteration 38Q: 3 clusters Score -2.586857e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 199648 members 
Entering Unmasked Estep 
Score: -25868430.000000 Penalty: 6061.895020
	Iteration 39Q: 3 clusters Score -2.586843e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 199889 members 
Entering Unmasked Estep 
Score: -25868184.000000 Penalty: 6061.895020
	Iteration 40F: 3 clusters Score -2.586818e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 200121 members 
Entering Unmasked Estep 
Score: -25868034.000000 Penalty: 6061.895020
	Iteration 41Q: 3 clusters Score -2.586803e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 200328 members 
Entering Unmasked Estep 
Score: -25867940.000000 Penalty: 6061.895020
	Iteration 42Q: 3 clusters Score -2.586794e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 200486 members 
Entering Unmasked Estep 
Score: -25867880.000000 Penalty: 6061.895020
	Iteration 43Q: 3 clusters Score -2.586788e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 200640 members 
Entering Unmasked Estep 
Score: -25867766.000000 Penalty: 6061.895020
	Iteration 44Q: 3 clusters Score -2.586777e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 200774 members 
Entering Unmasked Estep 
Score: -25867710.000000 Penalty: 6061.895020
	Iteration 45Q: 3 clusters Score -2.586771e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 200886 members 
Entering Unmasked Estep 
Score: -25867644.000000 Penalty: 6061.895020
	Iteration 46Q: 3 clusters Score -2.586764e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 200993 members 
Entering Unmasked Estep 
Score: -25867502.000000 Penalty: 6061.895020
	Iteration 47Q: 3 clusters Score -2.58675e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 201074 members 
Entering Unmasked Estep 
Score: -25867524.000000 Penalty: 6061.895020
	Iteration 48Q: 3 clusters Score -2.586752e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 201146 members 
Entering Unmasked Estep 
Score: -25867458.000000 Penalty: 6061.895020
	Iteration 49Q: 3 clusters Score -2.586746e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 201226 members 
Entering Unmasked Estep 
Score: -25867404.000000 Penalty: 6061.895020
	Iteration 50Q: 3 clusters Score -2.58674e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 201298 members 
Entering Unmasked Estep 
Score: -25867390.000000 Penalty: 6061.895020
	Iteration 51Q: 3 clusters Score -2.586739e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 201366 members 
Entering Unmasked Estep 
Score: -25867336.000000 Penalty: 6061.895020
	Iteration 52Q: 3 clusters Score -2.586734e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 201422 members 
Entering Unmasked Estep 
Score: -25867314.000000 Penalty: 6061.895020
	Iteration 53Q: 3 clusters Score -2.586731e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 201475 members 
Entering Unmasked Estep 
Score: -25867310.000000 Penalty: 6061.895020
	Iteration 54Q: 3 clusters Score -2.586731e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 201519 members 
Entering Unmasked Estep 
Score: -25867280.000000 Penalty: 6061.895020
	Iteration 55Q: 3 clusters Score -2.586728e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 201560 members 
Entering Unmasked Estep 
Score: -25867186.000000 Penalty: 6061.895020
	Iteration 56Q: 3 clusters Score -2.586719e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 201590 members 
Entering Unmasked Estep 
Score: -25867188.000000 Penalty: 6061.895020
	Iteration 57Q: 3 clusters Score -2.586719e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 201613 members 
Entering Unmasked Estep 
Score: -25867148.000000 Penalty: 6061.895020
	Iteration 58Q: 3 clusters Score -2.586715e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 201632 members 
Entering Unmasked Estep 
Score: -25867152.000000 Penalty: 6061.895020
	Iteration 59Q: 3 clusters Score -2.586715e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 201657 members 
Entering Unmasked Estep 
Score: -25867140.000000 Penalty: 6061.895020
	Iteration 60F: 3 clusters Score -2.586714e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 201683 members 
Entering Unmasked Estep 
Score: -25867132.000000 Penalty: 6061.895020
	Iteration 61Q: 3 clusters Score -2.586713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 201697 members 
Entering Unmasked Estep 
Score: -25867136.000000 Penalty: 6061.895020
	Iteration 62Q: 3 clusters Score -2.586714e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 201707 members 
Entering Unmasked Estep 
Score: -25867112.000000 Penalty: 6061.895020
	Iteration 63Q: 3 clusters Score -2.586711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 201718 members 
Entering Unmasked Estep 
Score: -25867128.000000 Penalty: 6061.895020
	Iteration 64Q: 3 clusters Score -2.586713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 201726 members 
Entering Unmasked Estep 
Score: -25867100.000000 Penalty: 6061.895020
	Iteration 65Q: 3 clusters Score -2.58671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 201731 members 
Entering Unmasked Estep 
Score: -25867122.000000 Penalty: 6061.895020
	Iteration 66Q: 3 clusters Score -2.586712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 201737 members 
Entering Unmasked Estep 
Score: -25867098.000000 Penalty: 6061.895020
	Iteration 67Q: 3 clusters Score -2.58671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 201746 members 
Entering Unmasked Estep 
Score: -25867088.000000 Penalty: 6061.895020
	Iteration 68Q: 3 clusters Score -2.586709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 201755 members 
Entering Unmasked Estep 
Score: -25867090.000000 Penalty: 6061.895020
	Iteration 69Q: 3 clusters Score -2.586709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 201767 members 
Entering Unmasked Estep 
Score: -25867054.000000 Penalty: 6061.895020
	Iteration 70Q: 3 clusters Score -2.586705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 201778 members 
Entering Unmasked Estep 
Score: -25867056.000000 Penalty: 6061.895020
	Iteration 71Q: 3 clusters Score -2.586706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 201784 members 
Entering Unmasked Estep 
Score: -25867044.000000 Penalty: 6061.895020
	Iteration 72Q: 3 clusters Score -2.586704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 201791 members 
Entering Unmasked Estep 
Score: -25867042.000000 Penalty: 6061.895020
	Iteration 73Q: 3 clusters Score -2.586704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 201794 members 
Entering Unmasked Estep 
Score: -25867030.000000 Penalty: 6061.895020
	Iteration 74Q: 3 clusters Score -2.586703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 201800 members 
Entering Unmasked Estep 
Score: -25867006.000000 Penalty: 6061.895020
	Iteration 75Q: 3 clusters Score -2.586701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 201804 members 
Entering Unmasked Estep 
Score: -25867006.000000 Penalty: 6061.895020
	Iteration 76Q: 3 clusters Score -2.586701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 201806 members 
Entering Unmasked Estep 
Score: -25867006.000000 Penalty: 6061.895020
	Iteration 77Q: 3 clusters Score -2.586701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 201806 members 
Entering Unmasked Estep 
Score: -25867006.000000 Penalty: 6061.895020
	Iteration 78F: 3 clusters Score -2.586701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93209 members 
Entering Unmasked Estep 
Score: -11555872.000000 Penalty: 2837.764648
	Iteration 0F: 2 clusters Score -1.155587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -11493337.000000 Penalty: 5675.529297
	Iteration 0F: 3 clusters Score -1.149334e+07 nChanged 43991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -11518264.000000 Penalty: 5675.529297
	Iteration 1F: 3 clusters Score -1.151826e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -11519214.000000 Penalty: 5675.529297
	Iteration 2Q: 3 clusters Score -1.151921e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -11520285.000000 Penalty: 5675.529297
	Iteration 3Q: 3 clusters Score -1.152028e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -11521671.000000 Penalty: 5675.529297
	Iteration 4Q: 3 clusters Score -1.152167e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -11523444.000000 Penalty: 5675.529297
	Iteration 5Q: 3 clusters Score -1.152344e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -11525548.000000 Penalty: 5675.529297
	Iteration 6Q: 3 clusters Score -1.152555e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -11527701.000000 Penalty: 5675.529297
	Iteration 7Q: 3 clusters Score -1.15277e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -11529613.000000 Penalty: 5675.529297
	Iteration 8Q: 3 clusters Score -1.152961e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -11531450.000000 Penalty: 5675.529297
	Iteration 9Q: 3 clusters Score -1.153145e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 57901 members 
Entering Unmasked Estep 
Score: -11532989.000000 Penalty: 5675.529297
	Iteration 10Q: 3 clusters Score -1.153299e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -11534479.000000 Penalty: 5675.529297
	Iteration 11Q: 3 clusters Score -1.153448e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 64309 members 
Entering Unmasked Estep 
Score: -11536140.000000 Penalty: 5675.529297
	Iteration 12Q: 3 clusters Score -1.153614e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 68425 members 
Entering Unmasked Estep 
Score: -11538220.000000 Penalty: 5675.529297
	Iteration 13Q: 3 clusters Score -1.153822e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 72918 members 
Entering Unmasked Estep 
Score: -11540734.000000 Penalty: 5675.529297
	Iteration 14Q: 3 clusters Score -1.154073e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -11543489.000000 Penalty: 5675.529297
	Iteration 15Q: 3 clusters Score -1.154349e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 81849 members 
Entering Unmasked Estep 
Score: -11546285.000000 Penalty: 5675.529297
	Iteration 16Q: 3 clusters Score -1.154628e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 85498 members 
Entering Unmasked Estep 
Score: -11548612.000000 Penalty: 5675.529297
	Iteration 17Q: 3 clusters Score -1.154861e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 88255 members 
Entering Unmasked Estep 
Score: -11550423.000000 Penalty: 5675.529297
	Iteration 18Q: 3 clusters Score -1.155042e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 90132 members 
Entering Unmasked Estep 
Score: -11551676.000000 Penalty: 5675.529297
	Iteration 19Q: 3 clusters Score -1.155168e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
Score: -11552343.000000 Penalty: 5675.529297
	Iteration 20F: 3 clusters Score -1.155234e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 91800 members 
Entering Unmasked Estep 
Score: -11552742.000000 Penalty: 5675.529297
	Iteration 21Q: 3 clusters Score -1.155274e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 92139 members 
Entering Unmasked Estep 
Score: -11552971.000000 Penalty: 5675.529297
	Iteration 22Q: 3 clusters Score -1.155297e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 92315 members 
Entering Unmasked Estep 
Score: -11553131.000000 Penalty: 5675.529297
	Iteration 23Q: 3 clusters Score -1.155313e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 92430 members 
Entering Unmasked Estep 
Score: -11553236.000000 Penalty: 5675.529297
	Iteration 24Q: 3 clusters Score -1.155324e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 92516 members 
Entering Unmasked Estep 
Score: -11553310.000000 Penalty: 5675.529297
	Iteration 25Q: 3 clusters Score -1.155331e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 92568 members 
Entering Unmasked Estep 
Score: -11553358.000000 Penalty: 5675.529297
	Iteration 26Q: 3 clusters Score -1.155336e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 92592 members 
Entering Unmasked Estep 
Score: -11553393.000000 Penalty: 5675.529297
	Iteration 27Q: 3 clusters Score -1.155339e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 92617 members 
Entering Unmasked Estep 
Score: -11553424.000000 Penalty: 5675.529297
	Iteration 28Q: 3 clusters Score -1.155342e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 92630 members 
Entering Unmasked Estep 
Score: -11553451.000000 Penalty: 5675.529297
	Iteration 29Q: 3 clusters Score -1.155345e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 92640 members 
Entering Unmasked Estep 
Score: -11553443.000000 Penalty: 5675.529297
	Iteration 30Q: 3 clusters Score -1.155344e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 92651 members 
Entering Unmasked Estep 
Score: -11553466.000000 Penalty: 5675.529297
	Iteration 31Q: 3 clusters Score -1.155347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 92661 members 
Entering Unmasked Estep 
Score: -11553459.000000 Penalty: 5675.529297
	Iteration 32Q: 3 clusters Score -1.155346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 92666 members 
Entering Unmasked Estep 
Score: -11553456.000000 Penalty: 5675.529297
	Iteration 33Q: 3 clusters Score -1.155346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 92672 members 
Entering Unmasked Estep 
Score: -11553469.000000 Penalty: 5675.529297
	Iteration 34Q: 3 clusters Score -1.155347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 92675 members 
Entering Unmasked Estep 
Score: -11553465.000000 Penalty: 5675.529297
	Iteration 35Q: 3 clusters Score -1.155346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 92679 members 
Entering Unmasked Estep 
Score: -11553489.000000 Penalty: 5675.529297
	Iteration 36Q: 3 clusters Score -1.155349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 92681 members 
Entering Unmasked Estep 
Score: -11553499.000000 Penalty: 5675.529297
	Iteration 37Q: 3 clusters Score -1.15535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 92685 members 
Entering Unmasked Estep 
Score: -11553495.000000 Penalty: 5675.529297
	Iteration 38Q: 3 clusters Score -1.15535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 92689 members 
Entering Unmasked Estep 
Score: -11553504.000000 Penalty: 5675.529297
	Iteration 39Q: 3 clusters Score -1.15535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 92690 members 
Entering Unmasked Estep 
Score: -11553516.000000 Penalty: 5675.529297
	Iteration 40F: 3 clusters Score -1.155352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 92691 members 
Entering Unmasked Estep 
Score: -11553516.000000 Penalty: 5675.529297
	Iteration 41Q: 3 clusters Score -1.155352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 92695 members 
Entering Unmasked Estep 
Score: -11553525.000000 Penalty: 5675.529297
	Iteration 42Q: 3 clusters Score -1.155352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 92698 members 
Entering Unmasked Estep 
Score: -11553534.000000 Penalty: 5675.529297
	Iteration 43Q: 3 clusters Score -1.155353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 92698 members 
Entering Unmasked Estep 
Score: -11553533.000000 Penalty: 5675.529297
	Iteration 44Q: 3 clusters Score -1.155353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 92701 members 
Entering Unmasked Estep 
Score: -11553531.000000 Penalty: 5675.529297
	Iteration 45Q: 3 clusters Score -1.155353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 92702 members 
Entering Unmasked Estep 
Score: -11553533.000000 Penalty: 5675.529297
	Iteration 46Q: 3 clusters Score -1.155353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 92706 members 
Entering Unmasked Estep 
Score: -11553553.000000 Penalty: 5675.529297
	Iteration 47Q: 3 clusters Score -1.155355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 92705 members 
Entering Unmasked Estep 
Score: -11553550.000000 Penalty: 5675.529297
	Iteration 48Q: 3 clusters Score -1.155355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 92705 members 
Entering Unmasked Estep 
Score: -11553550.000000 Penalty: 5675.529297
	Iteration 49F: 3 clusters Score -1.155355e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (155644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155644 members 
Entering Unmasked Estep 
Score: -19790172.000000 Penalty: 2964.921143
	Iteration 0F: 2 clusters Score -1.979017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -19689138.000000 Penalty: 5929.842285
	Iteration 0F: 3 clusters Score -1.968914e+07 nChanged 74454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 71334 members 
Entering Unmasked Estep 
Score: -19734186.000000 Penalty: 5929.842285
	Iteration 1F: 3 clusters Score -1.973419e+07 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88522 members 
Mstep: Class 2 contains 67122 members 
Entering Unmasked Estep 
Score: -19737098.000000 Penalty: 5929.842285
	Iteration 2Q: 3 clusters Score -1.97371e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94679 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -19742122.000000 Penalty: 5929.842285
	Iteration 3F: 3 clusters Score -1.974212e+07 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102811 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -19749544.000000 Penalty: 5929.842285
	Iteration 4F: 3 clusters Score -1.974954e+07 nChanged 12589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112358 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -19759602.000000 Penalty: 5929.842285
	Iteration 5F: 3 clusters Score -1.97596e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121556 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -19769880.000000 Penalty: 5929.842285
	Iteration 6F: 3 clusters Score -1.976988e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128242 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -19778108.000000 Penalty: 5929.842285
	Iteration 7F: 3 clusters Score -1.977811e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132078 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -19782680.000000 Penalty: 5929.842285
	Iteration 8Q: 3 clusters Score -1.978268e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134386 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -19784544.000000 Penalty: 5929.842285
	Iteration 9Q: 3 clusters Score -1.978454e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136137 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -19785490.000000 Penalty: 5929.842285
	Iteration 10Q: 3 clusters Score -1.978549e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137772 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -19786110.000000 Penalty: 5929.842285
	Iteration 11Q: 3 clusters Score -1.978611e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139252 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -19786776.000000 Penalty: 5929.842285
	Iteration 12Q: 3 clusters Score -1.978678e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140611 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -19787124.000000 Penalty: 5929.842285
	Iteration 13Q: 3 clusters Score -1.978712e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141861 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -19787616.000000 Penalty: 5929.842285
	Iteration 14Q: 3 clusters Score -1.978762e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142988 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -19787852.000000 Penalty: 5929.842285
	Iteration 15Q: 3 clusters Score -1.978785e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144006 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -19788066.000000 Penalty: 5929.842285
	Iteration 16Q: 3 clusters Score -1.978807e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144893 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -19788266.000000 Penalty: 5929.842285
	Iteration 17Q: 3 clusters Score -1.978827e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145718 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -19788490.000000 Penalty: 5929.842285
	Iteration 18Q: 3 clusters Score -1.978849e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146493 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -19788700.000000 Penalty: 5929.842285
	Iteration 19Q: 3 clusters Score -1.97887e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147200 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -19788862.000000 Penalty: 5929.842285
	Iteration 20F: 3 clusters Score -1.978886e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147850 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -19789106.000000 Penalty: 5929.842285
	Iteration 21Q: 3 clusters Score -1.978911e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148446 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -19789192.000000 Penalty: 5929.842285
	Iteration 22Q: 3 clusters Score -1.978919e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148966 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -19789350.000000 Penalty: 5929.842285
	Iteration 23Q: 3 clusters Score -1.978935e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149398 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -19789426.000000 Penalty: 5929.842285
	Iteration 24Q: 3 clusters Score -1.978943e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149763 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -19789468.000000 Penalty: 5929.842285
	Iteration 25Q: 3 clusters Score -1.978947e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150087 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -19789474.000000 Penalty: 5929.842285
	Iteration 26Q: 3 clusters Score -1.978947e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150371 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -19789506.000000 Penalty: 5929.842285
	Iteration 27Q: 3 clusters Score -1.978951e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150653 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -19789508.000000 Penalty: 5929.842285
	Iteration 28Q: 3 clusters Score -1.978951e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150899 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -19789508.000000 Penalty: 5929.842285
	Iteration 29Q: 3 clusters Score -1.978951e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151112 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -19789498.000000 Penalty: 5929.842285
	Iteration 30Q: 3 clusters Score -1.97895e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151293 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -19789516.000000 Penalty: 5929.842285
	Iteration 31Q: 3 clusters Score -1.978952e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151471 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -19789550.000000 Penalty: 5929.842285
	Iteration 32Q: 3 clusters Score -1.978955e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151637 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -19789526.000000 Penalty: 5929.842285
	Iteration 33Q: 3 clusters Score -1.978953e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151795 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -19789524.000000 Penalty: 5929.842285
	Iteration 34Q: 3 clusters Score -1.978952e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151941 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -19789542.000000 Penalty: 5929.842285
	Iteration 35Q: 3 clusters Score -1.978954e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152072 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -19789506.000000 Penalty: 5929.842285
	Iteration 36Q: 3 clusters Score -1.978951e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152185 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -19789502.000000 Penalty: 5929.842285
	Iteration 37Q: 3 clusters Score -1.97895e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152285 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -19789516.000000 Penalty: 5929.842285
	Iteration 38Q: 3 clusters Score -1.978952e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152358 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -19789532.000000 Penalty: 5929.842285
	Iteration 39Q: 3 clusters Score -1.978953e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152429 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -19789534.000000 Penalty: 5929.842285
	Iteration 40F: 3 clusters Score -1.978953e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152492 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -19789502.000000 Penalty: 5929.842285
	Iteration 41Q: 3 clusters Score -1.97895e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152557 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -19789504.000000 Penalty: 5929.842285
	Iteration 42Q: 3 clusters Score -1.97895e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152602 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -19789510.000000 Penalty: 5929.842285
	Iteration 43Q: 3 clusters Score -1.978951e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152646 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -19789508.000000 Penalty: 5929.842285
	Iteration 44Q: 3 clusters Score -1.978951e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152681 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -19789476.000000 Penalty: 5929.842285
	Iteration 45Q: 3 clusters Score -1.978948e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152716 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -19789462.000000 Penalty: 5929.842285
	Iteration 46Q: 3 clusters Score -1.978946e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152746 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -19789450.000000 Penalty: 5929.842285
	Iteration 47Q: 3 clusters Score -1.978945e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152770 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -19789426.000000 Penalty: 5929.842285
	Iteration 48Q: 3 clusters Score -1.978943e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152796 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -19789424.000000 Penalty: 5929.842285
	Iteration 49Q: 3 clusters Score -1.978942e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152826 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -19789406.000000 Penalty: 5929.842285
	Iteration 50Q: 3 clusters Score -1.978941e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152857 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -19789410.000000 Penalty: 5929.842285
	Iteration 51Q: 3 clusters Score -1.978941e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152885 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -19789394.000000 Penalty: 5929.842285
	Iteration 52Q: 3 clusters Score -1.978939e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152906 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -19789404.000000 Penalty: 5929.842285
	Iteration 53Q: 3 clusters Score -1.97894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152922 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -19789400.000000 Penalty: 5929.842285
	Iteration 54Q: 3 clusters Score -1.97894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152939 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -19789408.000000 Penalty: 5929.842285
	Iteration 55Q: 3 clusters Score -1.978941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152957 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -19789380.000000 Penalty: 5929.842285
	Iteration 56Q: 3 clusters Score -1.978938e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152973 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -19789408.000000 Penalty: 5929.842285
	Iteration 57Q: 3 clusters Score -1.978941e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152990 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -19789378.000000 Penalty: 5929.842285
	Iteration 58Q: 3 clusters Score -1.978938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153003 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -19789398.000000 Penalty: 5929.842285
	Iteration 59Q: 3 clusters Score -1.97894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153020 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -19789388.000000 Penalty: 5929.842285
	Iteration 60F: 3 clusters Score -1.978939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153040 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -19789384.000000 Penalty: 5929.842285
	Iteration 61Q: 3 clusters Score -1.978938e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153059 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -19789384.000000 Penalty: 5929.842285
	Iteration 62Q: 3 clusters Score -1.978938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153074 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -19789410.000000 Penalty: 5929.842285
	Iteration 63Q: 3 clusters Score -1.978941e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153097 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -19789374.000000 Penalty: 5929.842285
	Iteration 64Q: 3 clusters Score -1.978937e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153119 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -19789364.000000 Penalty: 5929.842285
	Iteration 65Q: 3 clusters Score -1.978936e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153132 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -19789374.000000 Penalty: 5929.842285
	Iteration 66Q: 3 clusters Score -1.978937e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153149 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -19789366.000000 Penalty: 5929.842285
	Iteration 67Q: 3 clusters Score -1.978937e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153164 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -19789362.000000 Penalty: 5929.842285
	Iteration 68Q: 3 clusters Score -1.978936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153179 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -19789370.000000 Penalty: 5929.842285
	Iteration 69Q: 3 clusters Score -1.978937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153188 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -19789358.000000 Penalty: 5929.842285
	Iteration 70Q: 3 clusters Score -1.978936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153196 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -19789350.000000 Penalty: 5929.842285
	Iteration 71Q: 3 clusters Score -1.978935e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153205 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -19789358.000000 Penalty: 5929.842285
	Iteration 72Q: 3 clusters Score -1.978936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153215 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -19789344.000000 Penalty: 5929.842285
	Iteration 73Q: 3 clusters Score -1.978934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153227 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -19789324.000000 Penalty: 5929.842285
	Iteration 74Q: 3 clusters Score -1.978932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153237 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -19789334.000000 Penalty: 5929.842285
	Iteration 75Q: 3 clusters Score -1.978933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153246 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -19789340.000000 Penalty: 5929.842285
	Iteration 76Q: 3 clusters Score -1.978934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153252 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -19789344.000000 Penalty: 5929.842285
	Iteration 77Q: 3 clusters Score -1.978934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153261 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -19789334.000000 Penalty: 5929.842285
	Iteration 78Q: 3 clusters Score -1.978933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153266 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -19789342.000000 Penalty: 5929.842285
	Iteration 79Q: 3 clusters Score -1.978934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153272 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -19789336.000000 Penalty: 5929.842285
	Iteration 80F: 3 clusters Score -1.978934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153278 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -19789336.000000 Penalty: 5929.842285
	Iteration 81Q: 3 clusters Score -1.978934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153279 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -19789330.000000 Penalty: 5929.842285
	Iteration 82Q: 3 clusters Score -1.978933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153280 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -19789342.000000 Penalty: 5929.842285
	Iteration 83Q: 3 clusters Score -1.978934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153280 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -19789342.000000 Penalty: 5929.842285
	Iteration 84F: 3 clusters Score -1.978934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Entering Unmasked Estep 
Score: -7494333.500000 Penalty: 2721.120117
	Iteration 0F: 2 clusters Score -7494334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -7455032.500000 Penalty: 5442.240234
	Iteration 0F: 3 clusters Score -7455032 nChanged 27076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -7470195.000000 Penalty: 5442.240234
	Iteration 1F: 3 clusters Score -7470195 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -7470925.500000 Penalty: 5442.240234
	Iteration 2Q: 3 clusters Score -7470926 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -7471830.000000 Penalty: 5442.240234
	Iteration 3Q: 3 clusters Score -7471830 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -7472982.000000 Penalty: 5442.240234
	Iteration 4Q: 3 clusters Score -7472982 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -7474376.500000 Penalty: 5442.240234
	Iteration 5Q: 3 clusters Score -7474376 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -7475885.000000 Penalty: 5442.240234
	Iteration 6F: 3 clusters Score -7475885 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -7477590.000000 Penalty: 5442.240234
	Iteration 7F: 3 clusters Score -7477590 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -7479320.000000 Penalty: 5442.240234
	Iteration 8F: 3 clusters Score -7479320 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -7481089.000000 Penalty: 5442.240234
	Iteration 9F: 3 clusters Score -7481089 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -7482945.000000 Penalty: 5442.240234
	Iteration 10F: 3 clusters Score -7482945 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -7484601.500000 Penalty: 5442.240234
	Iteration 11Q: 3 clusters Score -7484602 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -7485754.000000 Penalty: 5442.240234
	Iteration 12Q: 3 clusters Score -7485754 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -7486383.500000 Penalty: 5442.240234
	Iteration 13Q: 3 clusters Score -7486384 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -7486701.000000 Penalty: 5442.240234
	Iteration 14Q: 3 clusters Score -7486701 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -7486947.000000 Penalty: 5442.240234
	Iteration 15Q: 3 clusters Score -7486947 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -7487155.000000 Penalty: 5442.240234
	Iteration 16Q: 3 clusters Score -7487155 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -7487387.500000 Penalty: 5442.240234
	Iteration 17Q: 3 clusters Score -7487388 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -7487636.500000 Penalty: 5442.240234
	Iteration 18Q: 3 clusters Score -7487636 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -7487933.500000 Penalty: 5442.240234
	Iteration 19Q: 3 clusters Score -7487934 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -7488278.000000 Penalty: 5442.240234
	Iteration 20F: 3 clusters Score -7488278 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -7488562.000000 Penalty: 5442.240234
	Iteration 21Q: 3 clusters Score -7488562 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -7488825.500000 Penalty: 5442.240234
	Iteration 22Q: 3 clusters Score -7488826 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -7489080.000000 Penalty: 5442.240234
	Iteration 23Q: 3 clusters Score -7489080 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -7489361.000000 Penalty: 5442.240234
	Iteration 24Q: 3 clusters Score -7489361 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -7489654.000000 Penalty: 5442.240234
	Iteration 25Q: 3 clusters Score -7489654 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -7489906.500000 Penalty: 5442.240234
	Iteration 26Q: 3 clusters Score -7489906 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -7490115.000000 Penalty: 5442.240234
	Iteration 27Q: 3 clusters Score -7490115 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -7490276.500000 Penalty: 5442.240234
	Iteration 28Q: 3 clusters Score -7490276 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -7490515.500000 Penalty: 5442.240234
	Iteration 29Q: 3 clusters Score -7490516 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -7490740.000000 Penalty: 5442.240234
	Iteration 30Q: 3 clusters Score -7490740 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -7490924.000000 Penalty: 5442.240234
	Iteration 31Q: 3 clusters Score -7490924 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -7491164.500000 Penalty: 5442.240234
	Iteration 32Q: 3 clusters Score -7491164 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -7491363.500000 Penalty: 5442.240234
	Iteration 33Q: 3 clusters Score -7491364 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -7491568.500000 Penalty: 5442.240234
	Iteration 34Q: 3 clusters Score -7491568 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -7491753.000000 Penalty: 5442.240234
	Iteration 35Q: 3 clusters Score -7491753 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -7491943.500000 Penalty: 5442.240234
	Iteration 36Q: 3 clusters Score -7491944 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -7492093.500000 Penalty: 5442.240234
	Iteration 37Q: 3 clusters Score -7492094 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 54703 members 
Entering Unmasked Estep 
Score: -7492244.500000 Penalty: 5442.240234
	Iteration 38Q: 3 clusters Score -7492244 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -7492329.000000 Penalty: 5442.240234
	Iteration 39Q: 3 clusters Score -7492329 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -7492426.000000 Penalty: 5442.240234
	Iteration 40F: 3 clusters Score -7492426 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -7492542.500000 Penalty: 5442.240234
	Iteration 41Q: 3 clusters Score -7492542 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -7492606.500000 Penalty: 5442.240234
	Iteration 42Q: 3 clusters Score -7492606 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -7492685.000000 Penalty: 5442.240234
	Iteration 43Q: 3 clusters Score -7492685 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -7492726.500000 Penalty: 5442.240234
	Iteration 44Q: 3 clusters Score -7492726 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -7492804.500000 Penalty: 5442.240234
	Iteration 45Q: 3 clusters Score -7492804 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -7492851.000000 Penalty: 5442.240234
	Iteration 46Q: 3 clusters Score -7492851 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -7492902.500000 Penalty: 5442.240234
	Iteration 47Q: 3 clusters Score -7492902 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -7492937.500000 Penalty: 5442.240234
	Iteration 48Q: 3 clusters Score -7492938 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -7492972.500000 Penalty: 5442.240234
	Iteration 49Q: 3 clusters Score -7492972 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -7492982.000000 Penalty: 5442.240234
	Iteration 50Q: 3 clusters Score -7492982 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -7493013.000000 Penalty: 5442.240234
	Iteration 51Q: 3 clusters Score -7493013 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -7493031.000000 Penalty: 5442.240234
	Iteration 52Q: 3 clusters Score -7493031 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -7493055.000000 Penalty: 5442.240234
	Iteration 53Q: 3 clusters Score -7493055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 56969 members 
Entering Unmasked Estep 
Score: -7493067.500000 Penalty: 5442.240234
	Iteration 54Q: 3 clusters Score -7493068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -7493085.000000 Penalty: 5442.240234
	Iteration 55Q: 3 clusters Score -7493085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -7493107.000000 Penalty: 5442.240234
	Iteration 56Q: 3 clusters Score -7493107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -7493120.000000 Penalty: 5442.240234
	Iteration 57Q: 3 clusters Score -7493120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -7493129.000000 Penalty: 5442.240234
	Iteration 58Q: 3 clusters Score -7493129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -7493142.500000 Penalty: 5442.240234
	Iteration 59Q: 3 clusters Score -7493142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -7493150.000000 Penalty: 5442.240234
	Iteration 60F: 3 clusters Score -7493150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -7493154.000000 Penalty: 5442.240234
	Iteration 61Q: 3 clusters Score -7493154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -7493159.000000 Penalty: 5442.240234
	Iteration 62Q: 3 clusters Score -7493159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -7493170.000000 Penalty: 5442.240234
	Iteration 63Q: 3 clusters Score -7493170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -7493175.000000 Penalty: 5442.240234
	Iteration 64Q: 3 clusters Score -7493175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -7493174.500000 Penalty: 5442.240234
	Iteration 65Q: 3 clusters Score -7493174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -7493182.500000 Penalty: 5442.240234
	Iteration 66Q: 3 clusters Score -7493182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -7493184.000000 Penalty: 5442.240234
	Iteration 67Q: 3 clusters Score -7493184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -7493185.000000 Penalty: 5442.240234
	Iteration 68Q: 3 clusters Score -7493185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -7493185.000000 Penalty: 5442.240234
	Iteration 69Q: 3 clusters Score -7493185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -7493180.500000 Penalty: 5442.240234
	Iteration 70Q: 3 clusters Score -7493180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -7493180.000000 Penalty: 5442.240234
	Iteration 71Q: 3 clusters Score -7493180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -7493178.000000 Penalty: 5442.240234
	Iteration 72Q: 3 clusters Score -7493178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -7493192.500000 Penalty: 5442.240234
	Iteration 73Q: 3 clusters Score -7493192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -7493198.500000 Penalty: 5442.240234
	Iteration 74Q: 3 clusters Score -7493198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -7493199.500000 Penalty: 5442.240234
	Iteration 75Q: 3 clusters Score -7493200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -7493204.000000 Penalty: 5442.240234
	Iteration 76Q: 3 clusters Score -7493204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -7493210.500000 Penalty: 5442.240234
	Iteration 77Q: 3 clusters Score -7493210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -7493208.000000 Penalty: 5442.240234
	Iteration 78Q: 3 clusters Score -7493208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -7493216.500000 Penalty: 5442.240234
	Iteration 79Q: 3 clusters Score -7493216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -7493217.000000 Penalty: 5442.240234
	Iteration 80F: 3 clusters Score -7493217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -7493223.000000 Penalty: 5442.240234
	Iteration 81Q: 3 clusters Score -7493223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -7493223.500000 Penalty: 5442.240234
	Iteration 82Q: 3 clusters Score -7493224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -7493225.000000 Penalty: 5442.240234
	Iteration 83Q: 3 clusters Score -7493225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -7493222.500000 Penalty: 5442.240234
	Iteration 84Q: 3 clusters Score -7493222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -7493223.000000 Penalty: 5442.240234
	Iteration 85Q: 3 clusters Score -7493223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -7493222.000000 Penalty: 5442.240234
	Iteration 86Q: 3 clusters Score -7493222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -7493230.000000 Penalty: 5442.240234
	Iteration 87Q: 3 clusters Score -7493230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -7493234.000000 Penalty: 5442.240234
	Iteration 88Q: 3 clusters Score -7493234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -7493232.500000 Penalty: 5442.240234
	Iteration 89Q: 3 clusters Score -7493232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -7493236.000000 Penalty: 5442.240234
	Iteration 90Q: 3 clusters Score -7493236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -7493231.000000 Penalty: 5442.240234
	Iteration 91Q: 3 clusters Score -7493231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -7493231.500000 Penalty: 5442.240234
	Iteration 92Q: 3 clusters Score -7493232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -7493231.000000 Penalty: 5442.240234
	Iteration 93Q: 3 clusters Score -7493231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -7493237.500000 Penalty: 5442.240234
	Iteration 94Q: 3 clusters Score -7493238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -7493237.500000 Penalty: 5442.240234
	Iteration 95F: 3 clusters Score -7493238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Entering Unmasked Estep 
Score: -7073543.000000 Penalty: 2705.099854
	Iteration 0F: 2 clusters Score -7073543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -7036797.500000 Penalty: 5410.199707
	Iteration 0F: 3 clusters Score -7036798 nChanged 25325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -7051409.000000 Penalty: 5410.199707
	Iteration 1F: 3 clusters Score -7051409 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -7052139.500000 Penalty: 5410.199707
	Iteration 2Q: 3 clusters Score -7052140 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -7053136.500000 Penalty: 5410.199707
	Iteration 3Q: 3 clusters Score -7053136 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -7054500.500000 Penalty: 5410.199707
	Iteration 4F: 3 clusters Score -7054500 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -7056403.500000 Penalty: 5410.199707
	Iteration 5F: 3 clusters Score -7056404 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -7059294.000000 Penalty: 5410.199707
	Iteration 6F: 3 clusters Score -7059294 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -7062808.000000 Penalty: 5410.199707
	Iteration 7F: 3 clusters Score -7062808 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -7065927.000000 Penalty: 5410.199707
	Iteration 8F: 3 clusters Score -7065927 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -7067905.000000 Penalty: 5410.199707
	Iteration 9Q: 3 clusters Score -7067905 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -7068798.500000 Penalty: 5410.199707
	Iteration 10Q: 3 clusters Score -7068798 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -7069261.500000 Penalty: 5410.199707
	Iteration 11Q: 3 clusters Score -7069262 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -7069571.000000 Penalty: 5410.199707
	Iteration 12Q: 3 clusters Score -7069571 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -7069760.500000 Penalty: 5410.199707
	Iteration 13Q: 3 clusters Score -7069760 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -7069924.000000 Penalty: 5410.199707
	Iteration 14Q: 3 clusters Score -7069924 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -7070091.000000 Penalty: 5410.199707
	Iteration 15Q: 3 clusters Score -7070091 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -7070233.000000 Penalty: 5410.199707
	Iteration 16Q: 3 clusters Score -7070233 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -7070358.500000 Penalty: 5410.199707
	Iteration 17Q: 3 clusters Score -7070358 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -7070474.000000 Penalty: 5410.199707
	Iteration 18Q: 3 clusters Score -7070474 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -7070568.500000 Penalty: 5410.199707
	Iteration 19Q: 3 clusters Score -7070568 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -7070669.000000 Penalty: 5410.199707
	Iteration 20F: 3 clusters Score -7070669 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -7070733.500000 Penalty: 5410.199707
	Iteration 21Q: 3 clusters Score -7070734 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -7070777.500000 Penalty: 5410.199707
	Iteration 22Q: 3 clusters Score -7070778 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -7070841.000000 Penalty: 5410.199707
	Iteration 23Q: 3 clusters Score -7070841 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -7070883.500000 Penalty: 5410.199707
	Iteration 24Q: 3 clusters Score -7070884 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -7070935.000000 Penalty: 5410.199707
	Iteration 25Q: 3 clusters Score -7070935 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -7070974.000000 Penalty: 5410.199707
	Iteration 26Q: 3 clusters Score -7070974 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -7070988.000000 Penalty: 5410.199707
	Iteration 27Q: 3 clusters Score -7070988 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -7071009.000000 Penalty: 5410.199707
	Iteration 28Q: 3 clusters Score -7071009 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -7071025.500000 Penalty: 5410.199707
	Iteration 29Q: 3 clusters Score -7071026 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7071056.500000 Penalty: 5410.199707
	Iteration 30Q: 3 clusters Score -7071056 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -7071064.000000 Penalty: 5410.199707
	Iteration 31Q: 3 clusters Score -7071064 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7071098.000000 Penalty: 5410.199707
	Iteration 32Q: 3 clusters Score -7071098 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -7071138.000000 Penalty: 5410.199707
	Iteration 33Q: 3 clusters Score -7071138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7071154.500000 Penalty: 5410.199707
	Iteration 34Q: 3 clusters Score -7071154 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7071170.000000 Penalty: 5410.199707
	Iteration 35Q: 3 clusters Score -7071170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7071188.000000 Penalty: 5410.199707
	Iteration 36Q: 3 clusters Score -7071188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7071188.500000 Penalty: 5410.199707
	Iteration 37Q: 3 clusters Score -7071188 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -7071189.000000 Penalty: 5410.199707
	Iteration 38Q: 3 clusters Score -7071189 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7071207.000000 Penalty: 5410.199707
	Iteration 39Q: 3 clusters Score -7071207 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -7071222.500000 Penalty: 5410.199707
	Iteration 40F: 3 clusters Score -7071222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7071221.000000 Penalty: 5410.199707
	Iteration 41Q: 3 clusters Score -7071221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7071232.500000 Penalty: 5410.199707
	Iteration 42Q: 3 clusters Score -7071232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7071240.000000 Penalty: 5410.199707
	Iteration 43Q: 3 clusters Score -7071240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7071246.000000 Penalty: 5410.199707
	Iteration 44Q: 3 clusters Score -7071246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7071264.500000 Penalty: 5410.199707
	Iteration 45Q: 3 clusters Score -7071264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7071280.000000 Penalty: 5410.199707
	Iteration 46Q: 3 clusters Score -7071280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -7071285.500000 Penalty: 5410.199707
	Iteration 47Q: 3 clusters Score -7071286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7071303.000000 Penalty: 5410.199707
	Iteration 48Q: 3 clusters Score -7071303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -7071301.000000 Penalty: 5410.199707
	Iteration 49Q: 3 clusters Score -7071301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7071299.500000 Penalty: 5410.199707
	Iteration 50Q: 3 clusters Score -7071300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -7071296.000000 Penalty: 5410.199707
	Iteration 51Q: 3 clusters Score -7071296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7071299.000000 Penalty: 5410.199707
	Iteration 52Q: 3 clusters Score -7071299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -7071300.500000 Penalty: 5410.199707
	Iteration 53Q: 3 clusters Score -7071300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7071303.000000 Penalty: 5410.199707
	Iteration 54Q: 3 clusters Score -7071303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -7071303.000000 Penalty: 5410.199707
	Iteration 55Q: 3 clusters Score -7071303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7071307.500000 Penalty: 5410.199707
	Iteration 56Q: 3 clusters Score -7071308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7071310.000000 Penalty: 5410.199707
	Iteration 57Q: 3 clusters Score -7071310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7071315.500000 Penalty: 5410.199707
	Iteration 58Q: 3 clusters Score -7071316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7071312.000000 Penalty: 5410.199707
	Iteration 59Q: 3 clusters Score -7071312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7071306.500000 Penalty: 5410.199707
	Iteration 60F: 3 clusters Score -7071306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -7071312.500000 Penalty: 5410.199707
	Iteration 61Q: 3 clusters Score -7071312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7071315.000000 Penalty: 5410.199707
	Iteration 62Q: 3 clusters Score -7071315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7071317.500000 Penalty: 5410.199707
	Iteration 63Q: 3 clusters Score -7071318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7071318.000000 Penalty: 5410.199707
	Iteration 64Q: 3 clusters Score -7071318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7071319.000000 Penalty: 5410.199707
	Iteration 65Q: 3 clusters Score -7071319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7071319.000000 Penalty: 5410.199707
	Iteration 66F: 3 clusters Score -7071319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Entering Unmasked Estep 
Score: -2695618.250000 Penalty: 2465.672363
	Iteration 0F: 2 clusters Score -2695618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2680921.000000 Penalty: 4931.344727
	Iteration 0F: 3 clusters Score -2680921 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2685899.250000 Penalty: 4931.344727
	Iteration 1F: 3 clusters Score -2685899 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2686374.250000 Penalty: 4931.344727
	Iteration 2F: 3 clusters Score -2686374 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2686817.250000 Penalty: 4931.344727
	Iteration 3Q: 3 clusters Score -2686817 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2687244.000000 Penalty: 4931.344727
	Iteration 4Q: 3 clusters Score -2687244 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2687765.250000 Penalty: 4931.344727
	Iteration 5Q: 3 clusters Score -2687765 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2688396.000000 Penalty: 4931.344727
	Iteration 6Q: 3 clusters Score -2688396 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2689067.500000 Penalty: 4931.344727
	Iteration 7F: 3 clusters Score -2689068 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2689869.750000 Penalty: 4931.344727
	Iteration 8F: 3 clusters Score -2689870 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2690695.500000 Penalty: 4931.344727
	Iteration 9Q: 3 clusters Score -2690696 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2691465.500000 Penalty: 4931.344727
	Iteration 10Q: 3 clusters Score -2691466 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2692126.250000 Penalty: 4931.344727
	Iteration 11Q: 3 clusters Score -2692126 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2692552.500000 Penalty: 4931.344727
	Iteration 12Q: 3 clusters Score -2692552 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2692847.250000 Penalty: 4931.344727
	Iteration 13Q: 3 clusters Score -2692847 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2693041.500000 Penalty: 4931.344727
	Iteration 14Q: 3 clusters Score -2693042 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2693185.250000 Penalty: 4931.344727
	Iteration 15Q: 3 clusters Score -2693185 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2693275.500000 Penalty: 4931.344727
	Iteration 16Q: 3 clusters Score -2693276 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2693346.250000 Penalty: 4931.344727
	Iteration 17Q: 3 clusters Score -2693346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2693381.000000 Penalty: 4931.344727
	Iteration 18Q: 3 clusters Score -2693381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2693401.500000 Penalty: 4931.344727
	Iteration 19Q: 3 clusters Score -2693402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2693432.000000 Penalty: 4931.344727
	Iteration 20F: 3 clusters Score -2693432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2693454.500000 Penalty: 4931.344727
	Iteration 21Q: 3 clusters Score -2693454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2693480.750000 Penalty: 4931.344727
	Iteration 22Q: 3 clusters Score -2693481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2693492.000000 Penalty: 4931.344727
	Iteration 23Q: 3 clusters Score -2693492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2693505.750000 Penalty: 4931.344727
	Iteration 24Q: 3 clusters Score -2693506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2693512.500000 Penalty: 4931.344727
	Iteration 25Q: 3 clusters Score -2693512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2693520.000000 Penalty: 4931.344727
	Iteration 26Q: 3 clusters Score -2693520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2693528.250000 Penalty: 4931.344727
	Iteration 27Q: 3 clusters Score -2693528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2693527.500000 Penalty: 4931.344727
	Iteration 28Q: 3 clusters Score -2693528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2693528.500000 Penalty: 4931.344727
	Iteration 29Q: 3 clusters Score -2693528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2693532.000000 Penalty: 4931.344727
	Iteration 30Q: 3 clusters Score -2693532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2693532.500000 Penalty: 4931.344727
	Iteration 31Q: 3 clusters Score -2693532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2693532.500000 Penalty: 4931.344727
	Iteration 32F: 3 clusters Score -2693532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Entering Unmasked Estep 
Score: -1429497.250000 Penalty: 2325.442871
	Iteration 0F: 2 clusters Score -1429497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1420672.500000 Penalty: 4650.885742
	Iteration 0F: 3 clusters Score -1420672 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1423530.625000 Penalty: 4650.885742
	Iteration 1F: 3 clusters Score -1423531 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1424076.500000 Penalty: 4650.885742
	Iteration 2F: 3 clusters Score -1424076 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1424761.250000 Penalty: 4650.885742
	Iteration 3F: 3 clusters Score -1424761 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1425706.625000 Penalty: 4650.885742
	Iteration 4F: 3 clusters Score -1425707 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1426872.375000 Penalty: 4650.885742
	Iteration 5F: 3 clusters Score -1426872 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1427871.250000 Penalty: 4650.885742
	Iteration 6F: 3 clusters Score -1427871 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1428505.500000 Penalty: 4650.885742
	Iteration 7F: 3 clusters Score -1428506 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1428920.125000 Penalty: 4650.885742
	Iteration 8Q: 3 clusters Score -1428920 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1429162.500000 Penalty: 4650.885742
	Iteration 9Q: 3 clusters Score -1429162 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1429304.125000 Penalty: 4650.885742
	Iteration 10Q: 3 clusters Score -1429304 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1429401.375000 Penalty: 4650.885742
	Iteration 11Q: 3 clusters Score -1429401 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1429465.875000 Penalty: 4650.885742
	Iteration 12Q: 3 clusters Score -1429466 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1429529.000000 Penalty: 4650.885742
	Iteration 13Q: 3 clusters Score -1429529 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1429570.375000 Penalty: 4650.885742
	Iteration 14Q: 3 clusters Score -1429570 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1429610.000000 Penalty: 4650.885742
	Iteration 15Q: 3 clusters Score -1429610 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1429656.750000 Penalty: 4650.885742
	Iteration 16Q: 3 clusters Score -1429657 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1429694.500000 Penalty: 4650.885742
	Iteration 17Q: 3 clusters Score -1429694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1429725.875000 Penalty: 4650.885742
	Iteration 18Q: 3 clusters Score -1429726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1429751.500000 Penalty: 4650.885742
	Iteration 19Q: 3 clusters Score -1429752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1429778.125000 Penalty: 4650.885742
	Iteration 20F: 3 clusters Score -1429778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1429797.875000 Penalty: 4650.885742
	Iteration 21Q: 3 clusters Score -1429798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1429809.375000 Penalty: 4650.885742
	Iteration 22Q: 3 clusters Score -1429809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1429821.125000 Penalty: 4650.885742
	Iteration 23Q: 3 clusters Score -1429821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1429822.000000 Penalty: 4650.885742
	Iteration 24Q: 3 clusters Score -1429822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1429827.625000 Penalty: 4650.885742
	Iteration 25Q: 3 clusters Score -1429828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1429832.250000 Penalty: 4650.885742
	Iteration 26Q: 3 clusters Score -1429832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1429833.375000 Penalty: 4650.885742
	Iteration 27Q: 3 clusters Score -1429833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1429836.625000 Penalty: 4650.885742
	Iteration 28Q: 3 clusters Score -1429837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1429837.500000 Penalty: 4650.885742
	Iteration 29Q: 3 clusters Score -1429838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1429837.000000 Penalty: 4650.885742
	Iteration 30Q: 3 clusters Score -1429837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1429839.250000 Penalty: 4650.885742
	Iteration 31Q: 3 clusters Score -1429839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1429840.250000 Penalty: 4650.885742
	Iteration 32Q: 3 clusters Score -1429840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1429842.500000 Penalty: 4650.885742
	Iteration 33Q: 3 clusters Score -1429842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1429842.375000 Penalty: 4650.885742
	Iteration 34Q: 3 clusters Score -1429842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1429842.875000 Penalty: 4650.885742
	Iteration 35Q: 3 clusters Score -1429843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1429844.375000 Penalty: 4650.885742
	Iteration 36Q: 3 clusters Score -1429844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1429843.875000 Penalty: 4650.885742
	Iteration 37Q: 3 clusters Score -1429844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1429845.500000 Penalty: 4650.885742
	Iteration 38Q: 3 clusters Score -1429846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1429845.500000 Penalty: 4650.885742
	Iteration 39F: 3 clusters Score -1429846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 157127 members 
Mstep: Class 3 contains 169567 members 
Mstep: Class 4 contains 2659 members 
Mstep: Class 5 contains 3294 members 
Mstep: Class 6 contains 10789 members 
Mstep: Class 7 contains 203122 members 
Mstep: Class 8 contains 93209 members 
Mstep: Class 9 contains 155644 members 
Mstep: Class 11 contains 58236 members 
Mstep: Class 13 contains 54593 members 
Mstep: Class 14 contains 20790 members 
Mstep: Class 15 contains 1022 members 
Mstep: Class 16 contains 86608 members 
Mstep: Class 18 contains 158972 members 
Mstep: Class 20 contains 112466 members 
Entering Unmasked Estep 
Score: -161247392.000000 Penalty: 55833.312500
Splitting cluster 15 changes total score from -161207552.000000 to -161247392.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 16 (86608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86608 members 
Entering Unmasked Estep 
Score: -10910163.000000 Penalty: 2819.548584
	Iteration 0F: 2 clusters Score -1.091016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -10852594.000000 Penalty: 5639.097168
	Iteration 0F: 3 clusters Score -1.085259e+07 nChanged 41163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -10877591.000000 Penalty: 5639.097168
	Iteration 1F: 3 clusters Score -1.087759e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -10882326.000000 Penalty: 5639.097168
	Iteration 2F: 3 clusters Score -1.088233e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -10889958.000000 Penalty: 5639.097168
	Iteration 3F: 3 clusters Score -1.088996e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -10898708.000000 Penalty: 5639.097168
	Iteration 4F: 3 clusters Score -1.089871e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 65661 members 
Entering Unmasked Estep 
Score: -10905869.000000 Penalty: 5639.097168
	Iteration 5F: 3 clusters Score -1.090587e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
Score: -10910361.000000 Penalty: 5639.097168
	Iteration 6F: 3 clusters Score -1.091036e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 73598 members 
Entering Unmasked Estep 
Score: -10912801.000000 Penalty: 5639.097168
	Iteration 7Q: 3 clusters Score -1.09128e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -10914219.000000 Penalty: 5639.097168
	Iteration 8Q: 3 clusters Score -1.091422e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 77662 members 
Entering Unmasked Estep 
Score: -10915089.000000 Penalty: 5639.097168
	Iteration 9Q: 3 clusters Score -1.091509e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -10915509.000000 Penalty: 5639.097168
	Iteration 10Q: 3 clusters Score -1.091551e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 79669 members 
Entering Unmasked Estep 
Score: -10915774.000000 Penalty: 5639.097168
	Iteration 11Q: 3 clusters Score -1.091577e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -10915864.000000 Penalty: 5639.097168
	Iteration 12Q: 3 clusters Score -1.091586e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 80611 members 
Entering Unmasked Estep 
Score: -10915940.000000 Penalty: 5639.097168
	Iteration 13Q: 3 clusters Score -1.091594e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 80882 members 
Entering Unmasked Estep 
Score: -10915990.000000 Penalty: 5639.097168
	Iteration 14Q: 3 clusters Score -1.091599e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 81083 members 
Entering Unmasked Estep 
Score: -10916020.000000 Penalty: 5639.097168
	Iteration 15Q: 3 clusters Score -1.091602e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 81234 members 
Entering Unmasked Estep 
Score: -10916013.000000 Penalty: 5639.097168
	Iteration 16Q: 3 clusters Score -1.091601e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -10916053.000000 Penalty: 5639.097168
	Iteration 17Q: 3 clusters Score -1.091605e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 81425 members 
Entering Unmasked Estep 
Score: -10916051.000000 Penalty: 5639.097168
	Iteration 18Q: 3 clusters Score -1.091605e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 81482 members 
Entering Unmasked Estep 
Score: -10916058.000000 Penalty: 5639.097168
	Iteration 19Q: 3 clusters Score -1.091606e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 81536 members 
Entering Unmasked Estep 
Score: -10916081.000000 Penalty: 5639.097168
	Iteration 20F: 3 clusters Score -1.091608e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 81581 members 
Entering Unmasked Estep 
Score: -10916092.000000 Penalty: 5639.097168
	Iteration 21Q: 3 clusters Score -1.091609e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 81620 members 
Entering Unmasked Estep 
Score: -10916086.000000 Penalty: 5639.097168
	Iteration 22Q: 3 clusters Score -1.091609e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 81657 members 
Entering Unmasked Estep 
Score: -10916094.000000 Penalty: 5639.097168
	Iteration 23Q: 3 clusters Score -1.091609e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 81682 members 
Entering Unmasked Estep 
Score: -10916095.000000 Penalty: 5639.097168
	Iteration 24Q: 3 clusters Score -1.09161e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 81705 members 
Entering Unmasked Estep 
Score: -10916114.000000 Penalty: 5639.097168
	Iteration 25Q: 3 clusters Score -1.091611e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 81723 members 
Entering Unmasked Estep 
Score: -10916104.000000 Penalty: 5639.097168
	Iteration 26Q: 3 clusters Score -1.09161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -10916124.000000 Penalty: 5639.097168
	Iteration 27Q: 3 clusters Score -1.091612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 81751 members 
Entering Unmasked Estep 
Score: -10916108.000000 Penalty: 5639.097168
	Iteration 28Q: 3 clusters Score -1.091611e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -10916114.000000 Penalty: 5639.097168
	Iteration 29Q: 3 clusters Score -1.091611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 81780 members 
Entering Unmasked Estep 
Score: -10916097.000000 Penalty: 5639.097168
	Iteration 30Q: 3 clusters Score -1.09161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 81794 members 
Entering Unmasked Estep 
Score: -10916110.000000 Penalty: 5639.097168
	Iteration 31Q: 3 clusters Score -1.091611e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 81808 members 
Entering Unmasked Estep 
Score: -10916108.000000 Penalty: 5639.097168
	Iteration 32Q: 3 clusters Score -1.091611e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -10916107.000000 Penalty: 5639.097168
	Iteration 33Q: 3 clusters Score -1.091611e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -10916120.000000 Penalty: 5639.097168
	Iteration 34Q: 3 clusters Score -1.091612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 81842 members 
Entering Unmasked Estep 
Score: -10916126.000000 Penalty: 5639.097168
	Iteration 35Q: 3 clusters Score -1.091613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 81849 members 
Entering Unmasked Estep 
Score: -10916121.000000 Penalty: 5639.097168
	Iteration 36Q: 3 clusters Score -1.091612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 81856 members 
Entering Unmasked Estep 
Score: -10916121.000000 Penalty: 5639.097168
	Iteration 37Q: 3 clusters Score -1.091612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 81861 members 
Entering Unmasked Estep 
Score: -10916124.000000 Penalty: 5639.097168
	Iteration 38Q: 3 clusters Score -1.091612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 81866 members 
Entering Unmasked Estep 
Score: -10916129.000000 Penalty: 5639.097168
	Iteration 39Q: 3 clusters Score -1.091613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 81869 members 
Entering Unmasked Estep 
Score: -10916148.000000 Penalty: 5639.097168
	Iteration 40F: 3 clusters Score -1.091615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 81871 members 
Entering Unmasked Estep 
Score: -10916140.000000 Penalty: 5639.097168
	Iteration 41Q: 3 clusters Score -1.091614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 81873 members 
Entering Unmasked Estep 
Score: -10916136.000000 Penalty: 5639.097168
	Iteration 42Q: 3 clusters Score -1.091614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -10916132.000000 Penalty: 5639.097168
	Iteration 43Q: 3 clusters Score -1.091613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -10916132.000000 Penalty: 5639.097168
	Iteration 44F: 3 clusters Score -1.091613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 157127 members 
Mstep: Class 3 contains 169567 members 
Mstep: Class 4 contains 2659 members 
Mstep: Class 5 contains 3294 members 
Mstep: Class 6 contains 10789 members 
Mstep: Class 7 contains 203122 members 
Mstep: Class 8 contains 93209 members 
Mstep: Class 9 contains 155644 members 
Mstep: Class 10 contains 81875 members 
Mstep: Class 11 contains 58236 members 
Mstep: Class 13 contains 54593 members 
Mstep: Class 14 contains 20790 members 
Mstep: Class 15 contains 1022 members 
Mstep: Class 16 contains 4733 members 
Mstep: Class 18 contains 158972 members 
Mstep: Class 20 contains 112466 members 
Entering Unmasked Estep 
Score: -161252256.000000 Penalty: 59322.894531
Splitting cluster 16 changes total score from -161207552.000000 to -161252256.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 18 (158972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158972 members 
Entering Unmasked Estep 
Score: -20118252.000000 Penalty: 2970.167969
	Iteration 0F: 2 clusters Score -2.011825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 80022 members 
Entering Unmasked Estep 
Score: -20014572.000000 Penalty: 5940.335938
	Iteration 0F: 3 clusters Score -2.001457e+07 nChanged 75839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -20059706.000000 Penalty: 5940.335938
	Iteration 1F: 3 clusters Score -2.005971e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 93045 members 
Entering Unmasked Estep 
Score: -20062886.000000 Penalty: 5940.335938
	Iteration 2Q: 3 clusters Score -2.006289e+07 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 100729 members 
Entering Unmasked Estep 
Score: -20069042.000000 Penalty: 5940.335938
	Iteration 3F: 3 clusters Score -2.006904e+07 nChanged 12649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 111798 members 
Entering Unmasked Estep 
Score: -20079714.000000 Penalty: 5940.335938
	Iteration 4F: 3 clusters Score -2.007971e+07 nChanged 14925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 125309 members 
Entering Unmasked Estep 
Score: -20095420.000000 Penalty: 5940.335938
	Iteration 5F: 3 clusters Score -2.009542e+07 nChanged 14354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 138535 members 
Entering Unmasked Estep 
Score: -20112836.000000 Penalty: 5940.335938
	Iteration 6F: 3 clusters Score -2.011284e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 148035 members 
Entering Unmasked Estep 
Score: -20124110.000000 Penalty: 5940.335938
	Iteration 7F: 3 clusters Score -2.012411e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 153157 members 
Entering Unmasked Estep 
Score: -20129462.000000 Penalty: 5940.335938
	Iteration 8Q: 3 clusters Score -2.012946e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 155492 members 
Entering Unmasked Estep 
Score: -20132060.000000 Penalty: 5940.335938
	Iteration 9Q: 3 clusters Score -2.013206e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 156442 members 
Entering Unmasked Estep 
Score: -20133436.000000 Penalty: 5940.335938
	Iteration 10Q: 3 clusters Score -2.013344e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 156811 members 
Entering Unmasked Estep 
Score: -20134018.000000 Penalty: 5940.335938
	Iteration 11Q: 3 clusters Score -2.013402e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 156959 members 
Entering Unmasked Estep 
Score: -20134336.000000 Penalty: 5940.335938
	Iteration 12Q: 3 clusters Score -2.013434e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 157053 members 
Entering Unmasked Estep 
Score: -20134540.000000 Penalty: 5940.335938
	Iteration 13Q: 3 clusters Score -2.013454e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 157108 members 
Entering Unmasked Estep 
Score: -20134594.000000 Penalty: 5940.335938
	Iteration 14Q: 3 clusters Score -2.013459e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 157133 members 
Entering Unmasked Estep 
Score: -20134608.000000 Penalty: 5940.335938
	Iteration 15Q: 3 clusters Score -2.013461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 157138 members 
Entering Unmasked Estep 
Score: -20134616.000000 Penalty: 5940.335938
	Iteration 16Q: 3 clusters Score -2.013462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 157139 members 
Entering Unmasked Estep 
Score: -20134614.000000 Penalty: 5940.335938
	Iteration 17Q: 3 clusters Score -2.013461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 157139 members 
Entering Unmasked Estep 
Score: -20134614.000000 Penalty: 5940.335938
	Iteration 18F: 3 clusters Score -2.013461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 157127 members 
Mstep: Class 3 contains 169567 members 
Mstep: Class 4 contains 2659 members 
Mstep: Class 5 contains 3294 members 
Mstep: Class 6 contains 10789 members 
Mstep: Class 7 contains 203122 members 
Mstep: Class 8 contains 93209 members 
Mstep: Class 9 contains 155644 members 
Mstep: Class 10 contains 81875 members 
Mstep: Class 11 contains 58236 members 
Mstep: Class 12 contains 157139 members 
Mstep: Class 13 contains 54593 members 
Mstep: Class 14 contains 20790 members 
Mstep: Class 15 contains 1022 members 
Mstep: Class 16 contains 4733 members 
Mstep: Class 18 contains 1833 members 
Mstep: Class 20 contains 112466 members 
Entering Unmasked Estep 
Score: -161266752.000000 Penalty: 62812.476562
Splitting cluster 18 changes total score from -161207552.000000 to -161266752.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 20 (112466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112466 members 
Entering Unmasked Estep 
Score: -14411744.000000 Penalty: 2884.340820
	Iteration 0F: 2 clusters Score -1.441174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -14337279.000000 Penalty: 5768.681641
	Iteration 0F: 3 clusters Score -1.433728e+07 nChanged 53594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -14368162.000000 Penalty: 5768.681641
	Iteration 1F: 3 clusters Score -1.436816e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -14369316.000000 Penalty: 5768.681641
	Iteration 2Q: 3 clusters Score -1.436932e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -14370688.000000 Penalty: 5768.681641
	Iteration 3Q: 3 clusters Score -1.437069e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 62932 members 
Entering Unmasked Estep 
Score: -14372495.000000 Penalty: 5768.681641
	Iteration 4Q: 3 clusters Score -1.43725e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -14374825.000000 Penalty: 5768.681641
	Iteration 5Q: 3 clusters Score -1.437482e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 70029 members 
Entering Unmasked Estep 
Score: -14377474.000000 Penalty: 5768.681641
	Iteration 6F: 3 clusters Score -1.437747e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 74982 members 
Entering Unmasked Estep 
Score: -14380567.000000 Penalty: 5768.681641
	Iteration 7F: 3 clusters Score -1.438057e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 80917 members 
Entering Unmasked Estep 
Score: -14384163.000000 Penalty: 5768.681641
	Iteration 8F: 3 clusters Score -1.438416e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -14388505.000000 Penalty: 5768.681641
	Iteration 9F: 3 clusters Score -1.43885e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 94417 members 
Entering Unmasked Estep 
Score: -14393615.000000 Penalty: 5768.681641
	Iteration 10F: 3 clusters Score -1.439362e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -14398864.000000 Penalty: 5768.681641
	Iteration 11F: 3 clusters Score -1.439886e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 105902 members 
Entering Unmasked Estep 
Score: -14403504.000000 Penalty: 5768.681641
	Iteration 12Q: 3 clusters Score -1.44035e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 109218 members 
Entering Unmasked Estep 
Score: -14406497.000000 Penalty: 5768.681641
	Iteration 13Q: 3 clusters Score -1.44065e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 110897 members 
Entering Unmasked Estep 
Score: -14408044.000000 Penalty: 5768.681641
	Iteration 14Q: 3 clusters Score -1.440804e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 111598 members 
Entering Unmasked Estep 
Score: -14408683.000000 Penalty: 5768.681641
	Iteration 15Q: 3 clusters Score -1.440868e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 111853 members 
Entering Unmasked Estep 
Score: -14408979.000000 Penalty: 5768.681641
	Iteration 16Q: 3 clusters Score -1.440898e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 111970 members 
Entering Unmasked Estep 
Score: -14409109.000000 Penalty: 5768.681641
	Iteration 17Q: 3 clusters Score -1.440911e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 112015 members 
Entering Unmasked Estep 
Score: -14409132.000000 Penalty: 5768.681641
	Iteration 18Q: 3 clusters Score -1.440913e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 112045 members 
Entering Unmasked Estep 
Score: -14409158.000000 Penalty: 5768.681641
	Iteration 19Q: 3 clusters Score -1.440916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 112063 members 
Entering Unmasked Estep 
Score: -14409168.000000 Penalty: 5768.681641
	Iteration 20F: 3 clusters Score -1.440917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 112068 members 
Entering Unmasked Estep 
Score: -14409178.000000 Penalty: 5768.681641
	Iteration 21Q: 3 clusters Score -1.440918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 112076 members 
Entering Unmasked Estep 
Score: -14409175.000000 Penalty: 5768.681641
	Iteration 22Q: 3 clusters Score -1.440918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 112078 members 
Entering Unmasked Estep 
Score: -14409179.000000 Penalty: 5768.681641
	Iteration 23Q: 3 clusters Score -1.440918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 112081 members 
Entering Unmasked Estep 
Score: -14409201.000000 Penalty: 5768.681641
	Iteration 24Q: 3 clusters Score -1.44092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 112083 members 
Entering Unmasked Estep 
Score: -14409208.000000 Penalty: 5768.681641
	Iteration 25Q: 3 clusters Score -1.440921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 112085 members 
Entering Unmasked Estep 
Score: -14409211.000000 Penalty: 5768.681641
	Iteration 26Q: 3 clusters Score -1.440921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 112086 members 
Entering Unmasked Estep 
Score: -14409212.000000 Penalty: 5768.681641
	Iteration 27Q: 3 clusters Score -1.440921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 112087 members 
Entering Unmasked Estep 
Score: -14409216.000000 Penalty: 5768.681641
	Iteration 28Q: 3 clusters Score -1.440922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 112089 members 
Entering Unmasked Estep 
Score: -14409227.000000 Penalty: 5768.681641
	Iteration 29Q: 3 clusters Score -1.440923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 112090 members 
Entering Unmasked Estep 
Score: -14409226.000000 Penalty: 5768.681641
	Iteration 30Q: 3 clusters Score -1.440923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 112093 members 
Entering Unmasked Estep 
Score: -14409229.000000 Penalty: 5768.681641
	Iteration 31Q: 3 clusters Score -1.440923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 112097 members 
Entering Unmasked Estep 
Score: -14409228.000000 Penalty: 5768.681641
	Iteration 32Q: 3 clusters Score -1.440923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 112099 members 
Entering Unmasked Estep 
Score: -14409236.000000 Penalty: 5768.681641
	Iteration 33Q: 3 clusters Score -1.440924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 112102 members 
Entering Unmasked Estep 
Score: -14409238.000000 Penalty: 5768.681641
	Iteration 34Q: 3 clusters Score -1.440924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 112105 members 
Entering Unmasked Estep 
Score: -14409237.000000 Penalty: 5768.681641
	Iteration 35Q: 3 clusters Score -1.440924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 112106 members 
Entering Unmasked Estep 
Score: -14409241.000000 Penalty: 5768.681641
	Iteration 36Q: 3 clusters Score -1.440924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 112108 members 
Entering Unmasked Estep 
Score: -14409253.000000 Penalty: 5768.681641
	Iteration 37Q: 3 clusters Score -1.440925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 112110 members 
Entering Unmasked Estep 
Score: -14409244.000000 Penalty: 5768.681641
	Iteration 38Q: 3 clusters Score -1.440924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 112110 members 
Entering Unmasked Estep 
Score: -14409249.000000 Penalty: 5768.681641
	Iteration 39Q: 3 clusters Score -1.440925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 112111 members 
Entering Unmasked Estep 
Score: -14409263.000000 Penalty: 5768.681641
	Iteration 40F: 3 clusters Score -1.440926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 157127 members 
Mstep: Class 3 contains 169567 members 
Mstep: Class 5 contains 3294 members 
Mstep: Class 7 contains 203122 members 
Mstep: Class 8 contains 93209 members 
Mstep: Class 9 contains 155644 members 
Mstep: Class 11 contains 58236 members 
Mstep: Class 13 contains 54593 members 
Mstep: Class 14 contains 20790 members 
Mstep: Class 15 contains 1022 members 
Mstep: Class 16 contains 4733 members 
Mstep: Class 18 contains 1833 members 
Mstep: Class 20 contains 112466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161276848.000000 Penalty: 62812.476562
Iteration 39Q: 19 clusters Score -1.612768e+08 nChanged 24159
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 156999 members 
Mstep: Class 3 contains 179277 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 3226 members 
Mstep: Class 6 contains 10609 members 
Mstep: Class 7 contains 197289 members 
Mstep: Class 8 contains 92186 members 
Mstep: Class 9 contains 155372 members 
Mstep: Class 10 contains 80570 members 
Mstep: Class 11 contains 59007 members 
Mstep: Class 12 contains 153175 members 
Mstep: Class 13 contains 55800 members 
Mstep: Class 14 contains 21146 members 
Mstep: Class 15 contains 1205 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 18 contains 2788 members 
Mstep: Class 20 contains 111795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161288160.000000 Penalty: 62812.476562
Iteration 40F: 19 clusters Score -1.612882e+08 nChanged 28991
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 156090 members 
Mstep: Class 3 contains 189428 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 3135 members 
Mstep: Class 6 contains 10805 members 
Mstep: Class 7 contains 189052 members 
Mstep: Class 8 contains 90758 members 
Mstep: Class 9 contains 153369 members 
Mstep: Class 10 contains 80513 members 
Mstep: Class 11 contains 59661 members 
Mstep: Class 12 contains 154427 members 
Mstep: Class 13 contains 57060 members 
Mstep: Class 14 contains 20902 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 6569 members 
Mstep: Class 18 contains 3372 members 
Mstep: Class 20 contains 110159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161294352.000000 Penalty: 62812.476562
Iteration 41Q: 19 clusters Score -1.612944e+08 nChanged 26491
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 155418 members 
Mstep: Class 3 contains 198471 members 
Mstep: Class 4 contains 1268 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 10903 members 
Mstep: Class 7 contains 181152 members 
Mstep: Class 8 contains 89735 members 
Mstep: Class 9 contains 151638 members 
Mstep: Class 10 contains 80377 members 
Mstep: Class 11 contains 60478 members 
Mstep: Class 12 contains 155744 members 
Mstep: Class 13 contains 58256 members 
Mstep: Class 14 contains 20727 members 
Mstep: Class 15 contains 1297 members 
Mstep: Class 16 contains 7147 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 20 contains 108672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298304.000000 Penalty: 62812.476562
Iteration 42Q: 19 clusters Score -1.612983e+08 nChanged 24909
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 155025 members 
Mstep: Class 3 contains 205919 members 
Mstep: Class 4 contains 1102 members 
Mstep: Class 5 contains 2993 members 
Mstep: Class 6 contains 10958 members 
Mstep: Class 7 contains 174042 members 
Mstep: Class 8 contains 88827 members 
Mstep: Class 9 contains 150168 members 
Mstep: Class 10 contains 80278 members 
Mstep: Class 11 contains 61418 members 
Mstep: Class 12 contains 157231 members 
Mstep: Class 13 contains 59406 members 
Mstep: Class 14 contains 20533 members 
Mstep: Class 15 contains 1335 members 
Mstep: Class 16 contains 7510 members 
Mstep: Class 18 contains 4007 members 
Mstep: Class 20 contains 107378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300016.000000 Penalty: 62812.476562
Iteration 43Q: 19 clusters Score -1.613e+08 nChanged 23290
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 154828 members 
Mstep: Class 3 contains 211472 members 
Mstep: Class 4 contains 1037 members 
Mstep: Class 5 contains 2922 members 
Mstep: Class 6 contains 10982 members 
Mstep: Class 7 contains 167985 members 
Mstep: Class 8 contains 87975 members 
Mstep: Class 9 contains 149134 members 
Mstep: Class 10 contains 80325 members 
Mstep: Class 11 contains 62428 members 
Mstep: Class 12 contains 158776 members 
Mstep: Class 13 contains 60483 members 
Mstep: Class 14 contains 20374 members 
Mstep: Class 15 contains 1374 members 
Mstep: Class 16 contains 7785 members 
Mstep: Class 18 contains 4089 members 
Mstep: Class 20 contains 106161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302000.000000 Penalty: 62812.476562
Iteration 44Q: 19 clusters Score -1.61302e+08 nChanged 21563
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 154824 members 
Mstep: Class 3 contains 215013 members 
Mstep: Class 4 contains 1018 members 
Mstep: Class 5 contains 2855 members 
Mstep: Class 6 contains 10989 members 
Mstep: Class 7 contains 163286 members 
Mstep: Class 8 contains 87148 members 
Mstep: Class 9 contains 148290 members 
Mstep: Class 10 contains 80389 members 
Mstep: Class 11 contains 63455 members 
Mstep: Class 12 contains 160512 members 
Mstep: Class 13 contains 61454 members 
Mstep: Class 14 contains 20312 members 
Mstep: Class 15 contains 1406 members 
Mstep: Class 16 contains 7974 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 20 contains 105091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302032.000000 Penalty: 62812.476562
Iteration 45Q: 19 clusters Score -1.61302e+08 nChanged 20331
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 154991 members 
Mstep: Class 3 contains 216596 members 
Mstep: Class 4 contains 1014 members 
Mstep: Class 5 contains 2811 members 
Mstep: Class 6 contains 10976 members 
Mstep: Class 7 contains 159892 members 
Mstep: Class 8 contains 86291 members 
Mstep: Class 9 contains 147636 members 
Mstep: Class 10 contains 80469 members 
Mstep: Class 11 contains 64535 members 
Mstep: Class 12 contains 162261 members 
Mstep: Class 13 contains 62408 members 
Mstep: Class 14 contains 20415 members 
Mstep: Class 15 contains 1430 members 
Mstep: Class 16 contains 8109 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 20 contains 104180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303472.000000 Penalty: 62812.476562
Iteration 46Q: 19 clusters Score -1.613035e+08 nChanged 19340
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 155358 members 
Mstep: Class 3 contains 216530 members 
Mstep: Class 4 contains 1012 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 10954 members 
Mstep: Class 7 contains 157684 members 
Mstep: Class 8 contains 85472 members 
Mstep: Class 9 contains 147162 members 
Mstep: Class 10 contains 80578 members 
Mstep: Class 11 contains 65618 members 
Mstep: Class 12 contains 163866 members 
Mstep: Class 13 contains 63321 members 
Mstep: Class 14 contains 20636 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 8223 members 
Mstep: Class 18 contains 4121 members 
Mstep: Class 20 contains 103371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304032.000000 Penalty: 62812.476562
Iteration 47Q: 19 clusters Score -1.61304e+08 nChanged 18475
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 155693 members 
Mstep: Class 3 contains 215163 members 
Mstep: Class 4 contains 1012 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 10919 members 
Mstep: Class 7 contains 156518 members 
Mstep: Class 8 contains 84679 members 
Mstep: Class 9 contains 146790 members 
Mstep: Class 10 contains 80686 members 
Mstep: Class 11 contains 66696 members 
Mstep: Class 12 contains 165547 members 
Mstep: Class 13 contains 64201 members 
Mstep: Class 14 contains 20932 members 
Mstep: Class 15 contains 1452 members 
Mstep: Class 16 contains 8305 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 20 contains 102684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305088.000000 Penalty: 62812.476562
Iteration 48Q: 19 clusters Score -1.613051e+08 nChanged 17653
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 156082 members 
Mstep: Class 3 contains 212773 members 
Mstep: Class 4 contains 1012 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 10874 members 
Mstep: Class 7 contains 156159 members 
Mstep: Class 8 contains 83991 members 
Mstep: Class 9 contains 146734 members 
Mstep: Class 10 contains 80788 members 
Mstep: Class 11 contains 67729 members 
Mstep: Class 12 contains 166935 members 
Mstep: Class 13 contains 65039 members 
Mstep: Class 14 contains 21299 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 8364 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 20 contains 102089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306160.000000 Penalty: 62812.476562
Iteration 49Q: 19 clusters Score -1.613062e+08 nChanged 16945
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 156523 members 
Mstep: Class 3 contains 209819 members 
Mstep: Class 4 contains 1016 members 
Mstep: Class 5 contains 2624 members 
Mstep: Class 6 contains 10830 members 
Mstep: Class 7 contains 156566 members 
Mstep: Class 8 contains 83295 members 
Mstep: Class 9 contains 146804 members 
Mstep: Class 10 contains 80884 members 
Mstep: Class 11 contains 68771 members 
Mstep: Class 12 contains 167877 members 
Mstep: Class 13 contains 65860 members 
Mstep: Class 14 contains 21745 members 
Mstep: Class 15 contains 1475 members 
Mstep: Class 16 contains 8387 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 20 contains 101536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306992.000000 Penalty: 62812.476562
Iteration 50Q: 19 clusters Score -1.61307e+08 nChanged 16035
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 156926 members 
Mstep: Class 3 contains 206599 members 
Mstep: Class 4 contains 1017 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 10787 members 
Mstep: Class 7 contains 157279 members 
Mstep: Class 8 contains 82637 members 
Mstep: Class 9 contains 147112 members 
Mstep: Class 10 contains 80932 members 
Mstep: Class 11 contains 69862 members 
Mstep: Class 12 contains 168438 members 
Mstep: Class 13 contains 66676 members 
Mstep: Class 14 contains 22255 members 
Mstep: Class 15 contains 1486 members 
Mstep: Class 16 contains 8408 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 20 contains 101026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3480.779785 but Gain 3489.582031
Score: -161308960.000000 Penalty: 59322.894531
Iteration 51Q: 18 clusters Score -1.61309e+08 nChanged 17234
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 157465 members 
Mstep: Class 3 contains 203660 members 
Mstep: Class 4 contains 1016 members 
Mstep: Class 6 contains 10767 members 
Mstep: Class 7 contains 158320 members 
Mstep: Class 8 contains 82042 members 
Mstep: Class 9 contains 148535 members 
Mstep: Class 10 contains 81013 members 
Mstep: Class 11 contains 71269 members 
Mstep: Class 12 contains 169008 members 
Mstep: Class 13 contains 67603 members 
Mstep: Class 14 contains 22736 members 
Mstep: Class 15 contains 1497 members 
Mstep: Class 16 contains 8408 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 20 contains 100676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311488.000000 Penalty: 59322.894531
Iteration 52Q: 18 clusters Score -1.613115e+08 nChanged 14399
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 157712 members 
Mstep: Class 3 contains 200243 members 
Mstep: Class 4 contains 1019 members 
Mstep: Class 6 contains 10746 members 
Mstep: Class 7 contains 159377 members 
Mstep: Class 8 contains 81454 members 
Mstep: Class 9 contains 149516 members 
Mstep: Class 10 contains 81079 members 
Mstep: Class 11 contains 72381 members 
Mstep: Class 12 contains 168837 members 
Mstep: Class 13 contains 68309 members 
Mstep: Class 14 contains 23216 members 
Mstep: Class 15 contains 1504 members 
Mstep: Class 16 contains 8414 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 20 contains 100206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312880.000000 Penalty: 59322.894531
Iteration 53Q: 18 clusters Score -1.613129e+08 nChanged 13521
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 157842 members 
Mstep: Class 3 contains 197191 members 
Mstep: Class 4 contains 1020 members 
Mstep: Class 6 contains 10724 members 
Mstep: Class 7 contains 160514 members 
Mstep: Class 8 contains 80952 members 
Mstep: Class 9 contains 150587 members 
Mstep: Class 10 contains 81129 members 
Mstep: Class 11 contains 73448 members 
Mstep: Class 12 contains 168256 members 
Mstep: Class 13 contains 68911 members 
Mstep: Class 14 contains 23724 members 
Mstep: Class 15 contains 1507 members 
Mstep: Class 16 contains 8425 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 20 contains 99785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161314320.000000 Penalty: 59322.894531
Iteration 54Q: 18 clusters Score -1.613143e+08 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 157946 members 
Mstep: Class 3 contains 194468 members 
Mstep: Class 4 contains 1023 members 
Mstep: Class 6 contains 10701 members 
Mstep: Class 7 contains 161669 members 
Mstep: Class 8 contains 80451 members 
Mstep: Class 9 contains 151741 members 
Mstep: Class 10 contains 81140 members 
Mstep: Class 11 contains 74469 members 
Mstep: Class 12 contains 167509 members 
Mstep: Class 13 contains 69475 members 
Mstep: Class 14 contains 24177 members 
Mstep: Class 15 contains 1514 members 
Mstep: Class 16 contains 8419 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 20 contains 99311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315024.000000 Penalty: 59322.894531
Iteration 55Q: 18 clusters Score -1.61315e+08 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 157943 members 
Mstep: Class 3 contains 192176 members 
Mstep: Class 4 contains 1020 members 
Mstep: Class 6 contains 10699 members 
Mstep: Class 7 contains 162660 members 
Mstep: Class 8 contains 79989 members 
Mstep: Class 9 contains 152807 members 
Mstep: Class 10 contains 81178 members 
Mstep: Class 11 contains 75379 members 
Mstep: Class 12 contains 166757 members 
Mstep: Class 13 contains 70027 members 
Mstep: Class 14 contains 24609 members 
Mstep: Class 15 contains 1513 members 
Mstep: Class 16 contains 8424 members 
Mstep: Class 18 contains 4121 members 
Mstep: Class 20 contains 98829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316416.000000 Penalty: 59322.894531
Iteration 56Q: 18 clusters Score -1.613164e+08 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 157886 members 
Mstep: Class 3 contains 190306 members 
Mstep: Class 4 contains 1021 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 163479 members 
Mstep: Class 8 contains 79528 members 
Mstep: Class 9 contains 153739 members 
Mstep: Class 10 contains 81194 members 
Mstep: Class 11 contains 76247 members 
Mstep: Class 12 contains 166137 members 
Mstep: Class 13 contains 70474 members 
Mstep: Class 14 contains 25014 members 
Mstep: Class 15 contains 1517 members 
Mstep: Class 16 contains 8429 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 20 contains 98338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316896.000000 Penalty: 59322.894531
Iteration 57Q: 18 clusters Score -1.613169e+08 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 157800 members 
Mstep: Class 3 contains 188687 members 
Mstep: Class 4 contains 1020 members 
Mstep: Class 6 contains 10708 members 
Mstep: Class 7 contains 164142 members 
Mstep: Class 8 contains 79165 members 
Mstep: Class 9 contains 154554 members 
Mstep: Class 10 contains 81202 members 
Mstep: Class 11 contains 77120 members 
Mstep: Class 12 contains 165574 members 
Mstep: Class 13 contains 70844 members 
Mstep: Class 14 contains 25355 members 
Mstep: Class 15 contains 1520 members 
Mstep: Class 16 contains 8418 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 20 contains 97905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317680.000000 Penalty: 59322.894531
Iteration 58Q: 18 clusters Score -1.613177e+08 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 157737 members 
Mstep: Class 3 contains 187231 members 
Mstep: Class 4 contains 1019 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 164675 members 
Mstep: Class 8 contains 78849 members 
Mstep: Class 9 contains 155211 members 
Mstep: Class 10 contains 81229 members 
Mstep: Class 11 contains 77857 members 
Mstep: Class 12 contains 165208 members 
Mstep: Class 13 contains 71227 members 
Mstep: Class 14 contains 25687 members 
Mstep: Class 15 contains 1526 members 
Mstep: Class 16 contains 8410 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 20 contains 97435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318560.000000 Penalty: 59322.894531
Iteration 59Q: 18 clusters Score -1.613186e+08 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 157715 members 
Mstep: Class 3 contains 185994 members 
Mstep: Class 4 contains 1018 members 
Mstep: Class 6 contains 10724 members 
Mstep: Class 7 contains 165078 members 
Mstep: Class 8 contains 78532 members 
Mstep: Class 9 contains 155718 members 
Mstep: Class 10 contains 81287 members 
Mstep: Class 11 contains 78583 members 
Mstep: Class 12 contains 164884 members 
Mstep: Class 13 contains 71545 members 
Mstep: Class 14 contains 26002 members 
Mstep: Class 15 contains 1533 members 
Mstep: Class 16 contains 8414 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 20 contains 96989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319488.000000 Penalty: 59322.894531
Iteration 60F: 18 clusters Score -1.613195e+08 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 157690 members 
Mstep: Class 3 contains 185059 members 
Mstep: Class 4 contains 984 members 
Mstep: Class 6 contains 10741 members 
Mstep: Class 7 contains 165205 members 
Mstep: Class 8 contains 78277 members 
Mstep: Class 9 contains 156046 members 
Mstep: Class 10 contains 81349 members 
Mstep: Class 11 contains 79234 members 
Mstep: Class 12 contains 164748 members 
Mstep: Class 13 contains 71797 members 
Mstep: Class 14 contains 26304 members 
Mstep: Class 15 contains 1536 members 
Mstep: Class 16 contains 8417 members 
Mstep: Class 18 contains 4156 members 
Mstep: Class 20 contains 96591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319744.000000 Penalty: 59322.894531
Iteration 61Q: 18 clusters Score -1.613197e+08 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157622 members 
Mstep: Class 3 contains 184436 members 
Mstep: Class 4 contains 980 members 
Mstep: Class 6 contains 10755 members 
Mstep: Class 7 contains 165192 members 
Mstep: Class 8 contains 78083 members 
Mstep: Class 9 contains 156243 members 
Mstep: Class 10 contains 81384 members 
Mstep: Class 11 contains 79808 members 
Mstep: Class 12 contains 164714 members 
Mstep: Class 13 contains 72040 members 
Mstep: Class 14 contains 26567 members 
Mstep: Class 15 contains 1539 members 
Mstep: Class 16 contains 8429 members 
Mstep: Class 18 contains 4166 members 
Mstep: Class 20 contains 96178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320560.000000 Penalty: 59322.894531
Iteration 62Q: 18 clusters Score -1.613206e+08 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157569 members 
Mstep: Class 3 contains 183930 members 
Mstep: Class 4 contains 979 members 
Mstep: Class 6 contains 10769 members 
Mstep: Class 7 contains 165100 members 
Mstep: Class 8 contains 77918 members 
Mstep: Class 9 contains 156274 members 
Mstep: Class 10 contains 81426 members 
Mstep: Class 11 contains 80385 members 
Mstep: Class 12 contains 164758 members 
Mstep: Class 13 contains 72275 members 
Mstep: Class 14 contains 26826 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 8426 members 
Mstep: Class 18 contains 4173 members 
Mstep: Class 20 contains 95785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320544.000000 Penalty: 59322.894531
Iteration 63Q: 18 clusters Score -1.613205e+08 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157525 members 
Mstep: Class 3 contains 183609 members 
Mstep: Class 4 contains 979 members 
Mstep: Class 6 contains 10782 members 
Mstep: Class 7 contains 164847 members 
Mstep: Class 8 contains 77769 members 
Mstep: Class 9 contains 156212 members 
Mstep: Class 10 contains 81490 members 
Mstep: Class 11 contains 80924 members 
Mstep: Class 12 contains 164894 members 
Mstep: Class 13 contains 72468 members 
Mstep: Class 14 contains 27067 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 8420 members 
Mstep: Class 18 contains 4173 members 
Mstep: Class 20 contains 95429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321168.000000 Penalty: 59322.894531
Iteration 64Q: 18 clusters Score -1.613212e+08 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157535 members 
Mstep: Class 3 contains 183375 members 
Mstep: Class 4 contains 980 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 164518 members 
Mstep: Class 8 contains 77620 members 
Mstep: Class 9 contains 155979 members 
Mstep: Class 10 contains 81559 members 
Mstep: Class 11 contains 81420 members 
Mstep: Class 12 contains 165125 members 
Mstep: Class 13 contains 72673 members 
Mstep: Class 14 contains 27300 members 
Mstep: Class 15 contains 1552 members 
Mstep: Class 16 contains 8420 members 
Mstep: Class 18 contains 4174 members 
Mstep: Class 20 contains 95100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321632.000000 Penalty: 59322.894531
Iteration 65Q: 18 clusters Score -1.613216e+08 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157529 members 
Mstep: Class 3 contains 183259 members 
Mstep: Class 4 contains 981 members 
Mstep: Class 6 contains 10829 members 
Mstep: Class 7 contains 164103 members 
Mstep: Class 8 contains 77533 members 
Mstep: Class 9 contains 155773 members 
Mstep: Class 10 contains 81576 members 
Mstep: Class 11 contains 81880 members 
Mstep: Class 12 contains 165398 members 
Mstep: Class 13 contains 72839 members 
Mstep: Class 14 contains 27489 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 8407 members 
Mstep: Class 18 contains 4177 members 
Mstep: Class 20 contains 94806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322176.000000 Penalty: 59322.894531
Iteration 66Q: 18 clusters Score -1.613222e+08 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157542 members 
Mstep: Class 3 contains 183208 members 
Mstep: Class 4 contains 981 members 
Mstep: Class 6 contains 10860 members 
Mstep: Class 7 contains 163633 members 
Mstep: Class 8 contains 77408 members 
Mstep: Class 9 contains 155526 members 
Mstep: Class 10 contains 81609 members 
Mstep: Class 11 contains 82252 members 
Mstep: Class 12 contains 165845 members 
Mstep: Class 13 contains 72963 members 
Mstep: Class 14 contains 27650 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 16 contains 8397 members 
Mstep: Class 18 contains 4176 members 
Mstep: Class 20 contains 94523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322464.000000 Penalty: 59322.894531
Iteration 67Q: 18 clusters Score -1.613225e+08 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157550 members 
Mstep: Class 3 contains 183185 members 
Mstep: Class 4 contains 981 members 
Mstep: Class 6 contains 10897 members 
Mstep: Class 7 contains 163115 members 
Mstep: Class 8 contains 77296 members 
Mstep: Class 9 contains 155323 members 
Mstep: Class 10 contains 81620 members 
Mstep: Class 11 contains 82591 members 
Mstep: Class 12 contains 166222 members 
Mstep: Class 13 contains 73123 members 
Mstep: Class 14 contains 27822 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 8384 members 
Mstep: Class 18 contains 4177 members 
Mstep: Class 20 contains 94285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322464.000000 Penalty: 59322.894531
Iteration 68Q: 18 clusters Score -1.613225e+08 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157560 members 
Mstep: Class 3 contains 183183 members 
Mstep: Class 4 contains 980 members 
Mstep: Class 6 contains 10938 members 
Mstep: Class 7 contains 162503 members 
Mstep: Class 8 contains 77219 members 
Mstep: Class 9 contains 155087 members 
Mstep: Class 10 contains 81650 members 
Mstep: Class 11 contains 82881 members 
Mstep: Class 12 contains 166673 members 
Mstep: Class 13 contains 73291 members 
Mstep: Class 14 contains 28004 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 8376 members 
Mstep: Class 18 contains 4176 members 
Mstep: Class 20 contains 94050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323072.000000 Penalty: 59322.894531
Iteration 69Q: 18 clusters Score -1.613231e+08 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157589 members 
Mstep: Class 3 contains 183175 members 
Mstep: Class 4 contains 979 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 161937 members 
Mstep: Class 8 contains 77177 members 
Mstep: Class 9 contains 154878 members 
Mstep: Class 10 contains 81675 members 
Mstep: Class 11 contains 83191 members 
Mstep: Class 12 contains 167061 members 
Mstep: Class 13 contains 73462 members 
Mstep: Class 14 contains 28141 members 
Mstep: Class 15 contains 1573 members 
Mstep: Class 16 contains 8356 members 
Mstep: Class 18 contains 4177 members 
Mstep: Class 20 contains 93796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322992.000000 Penalty: 59322.894531
Iteration 70Q: 18 clusters Score -1.61323e+08 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157616 members 
Mstep: Class 3 contains 183148 members 
Mstep: Class 4 contains 979 members 
Mstep: Class 6 contains 10988 members 
Mstep: Class 7 contains 161448 members 
Mstep: Class 8 contains 77163 members 
Mstep: Class 9 contains 154703 members 
Mstep: Class 10 contains 81683 members 
Mstep: Class 11 contains 83506 members 
Mstep: Class 12 contains 167378 members 
Mstep: Class 13 contains 73594 members 
Mstep: Class 14 contains 28254 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 18 contains 4177 members 
Mstep: Class 20 contains 93586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323456.000000 Penalty: 59322.894531
Iteration 71Q: 18 clusters Score -1.613235e+08 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157657 members 
Mstep: Class 3 contains 183204 members 
Mstep: Class 4 contains 979 members 
Mstep: Class 6 contains 11006 members 
Mstep: Class 7 contains 160944 members 
Mstep: Class 8 contains 77167 members 
Mstep: Class 9 contains 154588 members 
Mstep: Class 10 contains 81677 members 
Mstep: Class 11 contains 83817 members 
Mstep: Class 12 contains 167546 members 
Mstep: Class 13 contains 73742 members 
Mstep: Class 14 contains 28360 members 
Mstep: Class 15 contains 1588 members 
Mstep: Class 16 contains 8309 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 20 contains 93377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323040.000000 Penalty: 59322.894531
Iteration 72Q: 18 clusters Score -1.61323e+08 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157684 members 
Mstep: Class 3 contains 183272 members 
Mstep: Class 4 contains 979 members 
Mstep: Class 6 contains 11027 members 
Mstep: Class 7 contains 160452 members 
Mstep: Class 8 contains 77216 members 
Mstep: Class 9 contains 154474 members 
Mstep: Class 10 contains 81670 members 
Mstep: Class 11 contains 84113 members 
Mstep: Class 12 contains 167692 members 
Mstep: Class 13 contains 73853 members 
Mstep: Class 14 contains 28437 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 8303 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 20 contains 93199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323328.000000 Penalty: 59322.894531
Iteration 73Q: 18 clusters Score -1.613233e+08 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157694 members 
Mstep: Class 3 contains 183286 members 
Mstep: Class 4 contains 978 members 
Mstep: Class 6 contains 11043 members 
Mstep: Class 7 contains 160043 members 
Mstep: Class 8 contains 77253 members 
Mstep: Class 9 contains 154444 members 
Mstep: Class 10 contains 81674 members 
Mstep: Class 11 contains 84354 members 
Mstep: Class 12 contains 167762 members 
Mstep: Class 13 contains 73976 members 
Mstep: Class 14 contains 28518 members 
Mstep: Class 15 contains 1591 members 
Mstep: Class 16 contains 8307 members 
Mstep: Class 18 contains 4174 members 
Mstep: Class 20 contains 93039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323440.000000 Penalty: 59322.894531
Iteration 74Q: 18 clusters Score -1.613234e+08 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157700 members 
Mstep: Class 3 contains 183346 members 
Mstep: Class 4 contains 978 members 
Mstep: Class 6 contains 11068 members 
Mstep: Class 7 contains 159592 members 
Mstep: Class 8 contains 77319 members 
Mstep: Class 9 contains 154431 members 
Mstep: Class 10 contains 81675 members 
Mstep: Class 11 contains 84589 members 
Mstep: Class 12 contains 167786 members 
Mstep: Class 13 contains 74070 members 
Mstep: Class 14 contains 28600 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 8302 members 
Mstep: Class 18 contains 4173 members 
Mstep: Class 20 contains 92913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323648.000000 Penalty: 59322.894531
Iteration 75Q: 18 clusters Score -1.613236e+08 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157727 members 
Mstep: Class 3 contains 183437 members 
Mstep: Class 4 contains 978 members 
Mstep: Class 6 contains 11085 members 
Mstep: Class 7 contains 159144 members 
Mstep: Class 8 contains 77359 members 
Mstep: Class 9 contains 154428 members 
Mstep: Class 10 contains 81701 members 
Mstep: Class 11 contains 84759 members 
Mstep: Class 12 contains 167864 members 
Mstep: Class 13 contains 74153 members 
Mstep: Class 14 contains 28658 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 8295 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 20 contains 92780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323776.000000 Penalty: 59322.894531
Iteration 76Q: 18 clusters Score -1.613238e+08 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157735 members 
Mstep: Class 3 contains 183516 members 
Mstep: Class 4 contains 978 members 
Mstep: Class 6 contains 11102 members 
Mstep: Class 7 contains 158795 members 
Mstep: Class 8 contains 77407 members 
Mstep: Class 9 contains 154450 members 
Mstep: Class 10 contains 81709 members 
Mstep: Class 11 contains 84883 members 
Mstep: Class 12 contains 167860 members 
Mstep: Class 13 contains 74276 members 
Mstep: Class 14 contains 28703 members 
Mstep: Class 15 contains 1600 members 
Mstep: Class 16 contains 8290 members 
Mstep: Class 18 contains 4169 members 
Mstep: Class 20 contains 92663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323552.000000 Penalty: 59322.894531
Iteration 77Q: 18 clusters Score -1.613236e+08 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 157779 members 
Mstep: Class 3 contains 183569 members 
Mstep: Class 4 contains 978 members 
Mstep: Class 6 contains 11119 members 
Mstep: Class 7 contains 158448 members 
Mstep: Class 8 contains 77466 members 
Mstep: Class 9 contains 154453 members 
Mstep: Class 10 contains 81716 members 
Mstep: Class 11 contains 85004 members 
Mstep: Class 12 contains 167852 members 
Mstep: Class 13 contains 74400 members 
Mstep: Class 14 contains 28735 members 
Mstep: Class 15 contains 1602 members 
Mstep: Class 16 contains 8283 members 
Mstep: Class 18 contains 4169 members 
Mstep: Class 20 contains 92563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323616.000000 Penalty: 59322.894531
Iteration 78Q: 18 clusters Score -1.613236e+08 nChanged 4563
Entering ConstructFrom: 
Score: -161323616.000000 Penalty: 59322.894531
Entering ConstructFrom: 
Trying to split cluster 1 (2812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Entering Unmasked Estep 
Score: -266642.687500 Penalty: 1969.529541
	Iteration 0F: 2 clusters Score -266642.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -263722.000000 Penalty: 3939.059082
	Iteration 0F: 3 clusters Score -263722 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -266699.218750 Penalty: 3939.059082
	Iteration 1F: 3 clusters Score -266699.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -269196.593750 Penalty: 3939.059082
	Iteration 2F: 3 clusters Score -269196.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -270384.375000 Penalty: 3939.059082
	Iteration 3F: 3 clusters Score -270384.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -270724.156250 Penalty: 3939.059082
	Iteration 4Q: 3 clusters Score -270724.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -271289.468750 Penalty: 3939.059082
	Iteration 5Q: 3 clusters Score -271289.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -272152.093750 Penalty: 3939.059082
	Iteration 6Q: 3 clusters Score -272152.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -272504.093750 Penalty: 3939.059082
	Iteration 7Q: 3 clusters Score -272504.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -272562.718750 Penalty: 3939.059082
	Iteration 8Q: 3 clusters Score -272562.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -272611.562500 Penalty: 3939.059082
	Iteration 9Q: 3 clusters Score -272611.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -272656.375000 Penalty: 3939.059082
	Iteration 10Q: 3 clusters Score -272656.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -272685.843750 Penalty: 3939.059082
	Iteration 11Q: 3 clusters Score -272685.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -272702.781250 Penalty: 3939.059082
	Iteration 12Q: 3 clusters Score -272702.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -272708.843750 Penalty: 3939.059082
	Iteration 13Q: 3 clusters Score -272708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -272711.500000 Penalty: 3939.059082
	Iteration 14Q: 3 clusters Score -272711.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -272714.343750 Penalty: 3939.059082
	Iteration 15Q: 3 clusters Score -272714.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -272716.687500 Penalty: 3939.059082
	Iteration 16Q: 3 clusters Score -272716.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -272718.000000 Penalty: 3939.059082
	Iteration 17Q: 3 clusters Score -272718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -272718.718750 Penalty: 3939.059082
	Iteration 18Q: 3 clusters Score -272718.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -272718.937500 Penalty: 3939.059082
	Iteration 19Q: 3 clusters Score -272718.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -272723.562500 Penalty: 3939.059082
	Iteration 20F: 3 clusters Score -272723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -272725.687500 Penalty: 3939.059082
	Iteration 21Q: 3 clusters Score -272725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -272726.656250 Penalty: 3939.059082
	Iteration 22Q: 3 clusters Score -272726.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -272727.218750 Penalty: 3939.059082
	Iteration 23Q: 3 clusters Score -272727.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -272728.125000 Penalty: 3939.059082
	Iteration 24Q: 3 clusters Score -272728.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -272729.250000 Penalty: 3939.059082
	Iteration 25Q: 3 clusters Score -272729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -272730.843750 Penalty: 3939.059082
	Iteration 26Q: 3 clusters Score -272730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -272732.343750 Penalty: 3939.059082
	Iteration 27Q: 3 clusters Score -272732.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -272736.281250 Penalty: 3939.059082
	Iteration 28Q: 3 clusters Score -272736.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -272743.875000 Penalty: 3939.059082
	Iteration 29Q: 3 clusters Score -272743.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -272758.968750 Penalty: 3939.059082
	Iteration 30Q: 3 clusters Score -272759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -272800.875000 Penalty: 3939.059082
	Iteration 31Q: 3 clusters Score -272800.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -272868.906250 Penalty: 3939.059082
	Iteration 32Q: 3 clusters Score -272868.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -272901.875000 Penalty: 3939.059082
	Iteration 33Q: 3 clusters Score -272901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -272920.843750 Penalty: 3939.059082
	Iteration 34Q: 3 clusters Score -272920.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -272922.656250 Penalty: 3939.059082
	Iteration 35Q: 3 clusters Score -272922.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -272923.437500 Penalty: 3939.059082
	Iteration 36Q: 3 clusters Score -272923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -272923.437500 Penalty: 3939.059082
	Iteration 37F: 3 clusters Score -272923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 157820 members 
Mstep: Class 3 contains 183664 members 
Mstep: Class 4 contains 978 members 
Mstep: Class 5 contains 848 members 
Mstep: Class 6 contains 11138 members 
Mstep: Class 7 contains 158126 members 
Mstep: Class 8 contains 77541 members 
Mstep: Class 9 contains 154460 members 
Mstep: Class 10 contains 81721 members 
Mstep: Class 11 contains 85060 members 
Mstep: Class 12 contains 167915 members 
Mstep: Class 13 contains 74504 members 
Mstep: Class 14 contains 28770 members 
Mstep: Class 15 contains 1602 members 
Mstep: Class 16 contains 8275 members 
Mstep: Class 18 contains 4170 members 
Mstep: Class 20 contains 92392 members 
Entering Unmasked Estep 
Score: -161328224.000000 Penalty: 62812.476562
Splitting cluster 1 changes total score from -161323616.000000 to -161328224.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (157820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157820 members 
Entering Unmasked Estep 
Score: -20327036.000000 Penalty: 2968.364258
	Iteration 0F: 2 clusters Score -2.032704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 79020 members 
Entering Unmasked Estep 
Score: -20228906.000000 Penalty: 5936.728516
	Iteration 0F: 3 clusters Score -2.022891e+07 nChanged 75262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77270 members 
Mstep: Class 2 contains 80550 members 
Entering Unmasked Estep 
Score: -20272712.000000 Penalty: 5936.728516
	Iteration 1F: 3 clusters Score -2.027271e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76374 members 
Mstep: Class 2 contains 81446 members 
Entering Unmasked Estep 
Score: -20273436.000000 Penalty: 5936.728516
	Iteration 2Q: 3 clusters Score -2.027344e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 82778 members 
Entering Unmasked Estep 
Score: -20274296.000000 Penalty: 5936.728516
	Iteration 3Q: 3 clusters Score -2.02743e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 84739 members 
Entering Unmasked Estep 
Score: -20275264.000000 Penalty: 5936.728516
	Iteration 4Q: 3 clusters Score -2.027526e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70242 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -20276502.000000 Penalty: 5936.728516
	Iteration 5Q: 3 clusters Score -2.02765e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 91512 members 
Entering Unmasked Estep 
Score: -20278476.000000 Penalty: 5936.728516
	Iteration 6Q: 3 clusters Score -2.027848e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61120 members 
Mstep: Class 2 contains 96700 members 
Entering Unmasked Estep 
Score: -20281378.000000 Penalty: 5936.728516
	Iteration 7Q: 3 clusters Score -2.028138e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 103311 members 
Entering Unmasked Estep 
Score: -20285480.000000 Penalty: 5936.728516
	Iteration 8F: 3 clusters Score -2.028548e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 110658 members 
Entering Unmasked Estep 
Score: -20290504.000000 Penalty: 5936.728516
	Iteration 9F: 3 clusters Score -2.02905e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 118050 members 
Entering Unmasked Estep 
Score: -20296406.000000 Penalty: 5936.728516
	Iteration 10F: 3 clusters Score -2.029641e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 124507 members 
Entering Unmasked Estep 
Score: -20303094.000000 Penalty: 5936.728516
	Iteration 11F: 3 clusters Score -2.030309e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 129130 members 
Entering Unmasked Estep 
Score: -20308734.000000 Penalty: 5936.728516
	Iteration 12Q: 3 clusters Score -2.030873e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 131965 members 
Entering Unmasked Estep 
Score: -20312462.000000 Penalty: 5936.728516
	Iteration 13Q: 3 clusters Score -2.031246e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 133873 members 
Entering Unmasked Estep 
Score: -20314228.000000 Penalty: 5936.728516
	Iteration 14Q: 3 clusters Score -2.031423e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 135376 members 
Entering Unmasked Estep 
Score: -20315250.000000 Penalty: 5936.728516
	Iteration 15Q: 3 clusters Score -2.031525e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 136717 members 
Entering Unmasked Estep 
Score: -20315992.000000 Penalty: 5936.728516
	Iteration 16Q: 3 clusters Score -2.031599e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 138021 members 
Entering Unmasked Estep 
Score: -20316802.000000 Penalty: 5936.728516
	Iteration 17Q: 3 clusters Score -2.03168e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 139347 members 
Entering Unmasked Estep 
Score: -20317584.000000 Penalty: 5936.728516
	Iteration 18Q: 3 clusters Score -2.031758e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 140611 members 
Entering Unmasked Estep 
Score: -20318242.000000 Penalty: 5936.728516
	Iteration 19Q: 3 clusters Score -2.031824e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 141860 members 
Entering Unmasked Estep 
Score: -20318868.000000 Penalty: 5936.728516
	Iteration 20F: 3 clusters Score -2.031887e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 143092 members 
Entering Unmasked Estep 
Score: -20319384.000000 Penalty: 5936.728516
	Iteration 21Q: 3 clusters Score -2.031938e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 144252 members 
Entering Unmasked Estep 
Score: -20319974.000000 Penalty: 5936.728516
	Iteration 22Q: 3 clusters Score -2.031997e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 145351 members 
Entering Unmasked Estep 
Score: -20320554.000000 Penalty: 5936.728516
	Iteration 23Q: 3 clusters Score -2.032055e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 146374 members 
Entering Unmasked Estep 
Score: -20321160.000000 Penalty: 5936.728516
	Iteration 24Q: 3 clusters Score -2.032116e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 147338 members 
Entering Unmasked Estep 
Score: -20321664.000000 Penalty: 5936.728516
	Iteration 25Q: 3 clusters Score -2.032166e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 148268 members 
Entering Unmasked Estep 
Score: -20322086.000000 Penalty: 5936.728516
	Iteration 26Q: 3 clusters Score -2.032209e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 149104 members 
Entering Unmasked Estep 
Score: -20322516.000000 Penalty: 5936.728516
	Iteration 27Q: 3 clusters Score -2.032252e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 149938 members 
Entering Unmasked Estep 
Score: -20322980.000000 Penalty: 5936.728516
	Iteration 28Q: 3 clusters Score -2.032298e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 150716 members 
Entering Unmasked Estep 
Score: -20323400.000000 Penalty: 5936.728516
	Iteration 29Q: 3 clusters Score -2.03234e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 151423 members 
Entering Unmasked Estep 
Score: -20323672.000000 Penalty: 5936.728516
	Iteration 30Q: 3 clusters Score -2.032367e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 152048 members 
Entering Unmasked Estep 
Score: -20324010.000000 Penalty: 5936.728516
	Iteration 31Q: 3 clusters Score -2.032401e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 152573 members 
Entering Unmasked Estep 
Score: -20324284.000000 Penalty: 5936.728516
	Iteration 32Q: 3 clusters Score -2.032428e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 153031 members 
Entering Unmasked Estep 
Score: -20324410.000000 Penalty: 5936.728516
	Iteration 33Q: 3 clusters Score -2.032441e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 153443 members 
Entering Unmasked Estep 
Score: -20324650.000000 Penalty: 5936.728516
	Iteration 34Q: 3 clusters Score -2.032465e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 153793 members 
Entering Unmasked Estep 
Score: -20324776.000000 Penalty: 5936.728516
	Iteration 35Q: 3 clusters Score -2.032478e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 154098 members 
Entering Unmasked Estep 
Score: -20324812.000000 Penalty: 5936.728516
	Iteration 36Q: 3 clusters Score -2.032481e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 154368 members 
Entering Unmasked Estep 
Score: -20324888.000000 Penalty: 5936.728516
	Iteration 37Q: 3 clusters Score -2.032489e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 154575 members 
Entering Unmasked Estep 
Score: -20324960.000000 Penalty: 5936.728516
	Iteration 38Q: 3 clusters Score -2.032496e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 154768 members 
Entering Unmasked Estep 
Score: -20324934.000000 Penalty: 5936.728516
	Iteration 39Q: 3 clusters Score -2.032493e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 154948 members 
Entering Unmasked Estep 
Score: -20324982.000000 Penalty: 5936.728516
	Iteration 40F: 3 clusters Score -2.032498e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 155114 members 
Entering Unmasked Estep 
Score: -20324982.000000 Penalty: 5936.728516
	Iteration 41Q: 3 clusters Score -2.032498e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 155266 members 
Entering Unmasked Estep 
Score: -20325010.000000 Penalty: 5936.728516
	Iteration 42Q: 3 clusters Score -2.032501e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 155382 members 
Entering Unmasked Estep 
Score: -20325044.000000 Penalty: 5936.728516
	Iteration 43Q: 3 clusters Score -2.032504e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 155475 members 
Entering Unmasked Estep 
Score: -20325048.000000 Penalty: 5936.728516
	Iteration 44Q: 3 clusters Score -2.032505e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 155556 members 
Entering Unmasked Estep 
Score: -20325014.000000 Penalty: 5936.728516
	Iteration 45Q: 3 clusters Score -2.032501e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 155636 members 
Entering Unmasked Estep 
Score: -20325054.000000 Penalty: 5936.728516
	Iteration 46Q: 3 clusters Score -2.032505e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 155705 members 
Entering Unmasked Estep 
Score: -20325078.000000 Penalty: 5936.728516
	Iteration 47Q: 3 clusters Score -2.032508e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 155759 members 
Entering Unmasked Estep 
Score: -20325032.000000 Penalty: 5936.728516
	Iteration 48Q: 3 clusters Score -2.032503e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 155805 members 
Entering Unmasked Estep 
Score: -20325034.000000 Penalty: 5936.728516
	Iteration 49Q: 3 clusters Score -2.032503e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 155858 members 
Entering Unmasked Estep 
Score: -20325012.000000 Penalty: 5936.728516
	Iteration 50Q: 3 clusters Score -2.032501e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 155901 members 
Entering Unmasked Estep 
Score: -20325020.000000 Penalty: 5936.728516
	Iteration 51Q: 3 clusters Score -2.032502e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 155941 members 
Entering Unmasked Estep 
Score: -20325054.000000 Penalty: 5936.728516
	Iteration 52Q: 3 clusters Score -2.032505e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 155980 members 
Entering Unmasked Estep 
Score: -20325066.000000 Penalty: 5936.728516
	Iteration 53Q: 3 clusters Score -2.032507e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 156018 members 
Entering Unmasked Estep 
Score: -20325074.000000 Penalty: 5936.728516
	Iteration 54Q: 3 clusters Score -2.032507e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 156051 members 
Entering Unmasked Estep 
Score: -20325048.000000 Penalty: 5936.728516
	Iteration 55Q: 3 clusters Score -2.032505e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 156081 members 
Entering Unmasked Estep 
Score: -20325046.000000 Penalty: 5936.728516
	Iteration 56Q: 3 clusters Score -2.032505e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 156109 members 
Entering Unmasked Estep 
Score: -20325036.000000 Penalty: 5936.728516
	Iteration 57Q: 3 clusters Score -2.032504e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 156128 members 
Entering Unmasked Estep 
Score: -20325078.000000 Penalty: 5936.728516
	Iteration 58Q: 3 clusters Score -2.032508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 156145 members 
Entering Unmasked Estep 
Score: -20325074.000000 Penalty: 5936.728516
	Iteration 59Q: 3 clusters Score -2.032507e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 156163 members 
Entering Unmasked Estep 
Score: -20325072.000000 Penalty: 5936.728516
	Iteration 60F: 3 clusters Score -2.032507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 156176 members 
Entering Unmasked Estep 
Score: -20325082.000000 Penalty: 5936.728516
	Iteration 61Q: 3 clusters Score -2.032508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 156182 members 
Entering Unmasked Estep 
Score: -20325080.000000 Penalty: 5936.728516
	Iteration 62Q: 3 clusters Score -2.032508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 156188 members 
Entering Unmasked Estep 
Score: -20325092.000000 Penalty: 5936.728516
	Iteration 63Q: 3 clusters Score -2.032509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 156198 members 
Entering Unmasked Estep 
Score: -20325096.000000 Penalty: 5936.728516
	Iteration 64Q: 3 clusters Score -2.03251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 156203 members 
Entering Unmasked Estep 
Score: -20325082.000000 Penalty: 5936.728516
	Iteration 65Q: 3 clusters Score -2.032508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 156215 members 
Entering Unmasked Estep 
Score: -20325088.000000 Penalty: 5936.728516
	Iteration 66Q: 3 clusters Score -2.032509e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 156225 members 
Entering Unmasked Estep 
Score: -20325118.000000 Penalty: 5936.728516
	Iteration 67Q: 3 clusters Score -2.032512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 156237 members 
Entering Unmasked Estep 
Score: -20325104.000000 Penalty: 5936.728516
	Iteration 68Q: 3 clusters Score -2.03251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 156249 members 
Entering Unmasked Estep 
Score: -20325120.000000 Penalty: 5936.728516
	Iteration 69Q: 3 clusters Score -2.032512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 156258 members 
Entering Unmasked Estep 
Score: -20325090.000000 Penalty: 5936.728516
	Iteration 70Q: 3 clusters Score -2.032509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 156265 members 
Entering Unmasked Estep 
Score: -20325086.000000 Penalty: 5936.728516
	Iteration 71Q: 3 clusters Score -2.032509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 156272 members 
Entering Unmasked Estep 
Score: -20325100.000000 Penalty: 5936.728516
	Iteration 72Q: 3 clusters Score -2.03251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 156280 members 
Entering Unmasked Estep 
Score: -20325106.000000 Penalty: 5936.728516
	Iteration 73Q: 3 clusters Score -2.032511e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 156291 members 
Entering Unmasked Estep 
Score: -20325122.000000 Penalty: 5936.728516
	Iteration 74Q: 3 clusters Score -2.032512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 156303 members 
Entering Unmasked Estep 
Score: -20325122.000000 Penalty: 5936.728516
	Iteration 75Q: 3 clusters Score -2.032512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 156319 members 
Entering Unmasked Estep 
Score: -20325108.000000 Penalty: 5936.728516
	Iteration 76Q: 3 clusters Score -2.032511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 156329 members 
Entering Unmasked Estep 
Score: -20325106.000000 Penalty: 5936.728516
	Iteration 77Q: 3 clusters Score -2.032511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 156341 members 
Entering Unmasked Estep 
Score: -20325100.000000 Penalty: 5936.728516
	Iteration 78Q: 3 clusters Score -2.03251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 156345 members 
Entering Unmasked Estep 
Score: -20325100.000000 Penalty: 5936.728516
	Iteration 79Q: 3 clusters Score -2.03251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 156348 members 
Entering Unmasked Estep 
Score: -20325114.000000 Penalty: 5936.728516
	Iteration 80F: 3 clusters Score -2.032511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 156350 members 
Entering Unmasked Estep 
Score: -20325114.000000 Penalty: 5936.728516
	Iteration 81Q: 3 clusters Score -2.032511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 156351 members 
Entering Unmasked Estep 
Score: -20325112.000000 Penalty: 5936.728516
	Iteration 82Q: 3 clusters Score -2.032511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 156351 members 
Entering Unmasked Estep 
Score: -20325112.000000 Penalty: 5936.728516
	Iteration 83F: 3 clusters Score -2.032511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (183664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183664 members 
Entering Unmasked Estep 
Score: -23349866.000000 Penalty: 3005.974121
	Iteration 0F: 2 clusters Score -2.334987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 91880 members 
Entering Unmasked Estep 
Score: -23232378.000000 Penalty: 6011.948242
	Iteration 0F: 3 clusters Score -2.323238e+07 nChanged 88299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91009 members 
Mstep: Class 2 contains 92655 members 
Entering Unmasked Estep 
Score: -23283234.000000 Penalty: 6011.948242
	Iteration 1F: 3 clusters Score -2.328323e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90815 members 
Mstep: Class 2 contains 92849 members 
Entering Unmasked Estep 
Score: -23284148.000000 Penalty: 6011.948242
	Iteration 2Q: 3 clusters Score -2.328415e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90529 members 
Mstep: Class 2 contains 93135 members 
Entering Unmasked Estep 
Score: -23285446.000000 Penalty: 6011.948242
	Iteration 3Q: 3 clusters Score -2.328545e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90227 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -23287118.000000 Penalty: 6011.948242
	Iteration 4Q: 3 clusters Score -2.328712e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90054 members 
Mstep: Class 2 contains 93610 members 
Entering Unmasked Estep 
Score: -23290440.000000 Penalty: 6011.948242
	Iteration 5Q: 3 clusters Score -2.329044e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -23295754.000000 Penalty: 6011.948242
	Iteration 6Q: 3 clusters Score -2.329575e+07 nChanged 11718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91975 members 
Mstep: Class 2 contains 91689 members 
Entering Unmasked Estep 
Score: -23304398.000000 Penalty: 6011.948242
	Iteration 7F: 3 clusters Score -2.33044e+07 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94695 members 
Mstep: Class 2 contains 88969 members 
Entering Unmasked Estep 
Score: -23316332.000000 Penalty: 6011.948242
	Iteration 8F: 3 clusters Score -2.331633e+07 nChanged 14161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97832 members 
Mstep: Class 2 contains 85832 members 
Entering Unmasked Estep 
Score: -23327710.000000 Penalty: 6011.948242
	Iteration 9F: 3 clusters Score -2.332771e+07 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100355 members 
Mstep: Class 2 contains 83309 members 
Entering Unmasked Estep 
Score: -23334216.000000 Penalty: 6011.948242
	Iteration 10F: 3 clusters Score -2.333422e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102304 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -23337020.000000 Penalty: 6011.948242
	Iteration 11Q: 3 clusters Score -2.333702e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103869 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -23338164.000000 Penalty: 6011.948242
	Iteration 12Q: 3 clusters Score -2.333816e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105265 members 
Mstep: Class 2 contains 78399 members 
Entering Unmasked Estep 
Score: -23338906.000000 Penalty: 6011.948242
	Iteration 13Q: 3 clusters Score -2.333891e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106522 members 
Mstep: Class 2 contains 77142 members 
Entering Unmasked Estep 
Score: -23339432.000000 Penalty: 6011.948242
	Iteration 14Q: 3 clusters Score -2.333943e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107683 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -23339868.000000 Penalty: 6011.948242
	Iteration 15Q: 3 clusters Score -2.333987e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108790 members 
Mstep: Class 2 contains 74874 members 
Entering Unmasked Estep 
Score: -23340212.000000 Penalty: 6011.948242
	Iteration 16Q: 3 clusters Score -2.334021e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109839 members 
Mstep: Class 2 contains 73825 members 
Entering Unmasked Estep 
Score: -23340460.000000 Penalty: 6011.948242
	Iteration 17Q: 3 clusters Score -2.334046e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110846 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -23340680.000000 Penalty: 6011.948242
	Iteration 18Q: 3 clusters Score -2.334068e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111833 members 
Mstep: Class 2 contains 71831 members 
Entering Unmasked Estep 
Score: -23340890.000000 Penalty: 6011.948242
	Iteration 19Q: 3 clusters Score -2.334089e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112740 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -23341066.000000 Penalty: 6011.948242
	Iteration 20F: 3 clusters Score -2.334107e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113598 members 
Mstep: Class 2 contains 70066 members 
Entering Unmasked Estep 
Score: -23341164.000000 Penalty: 6011.948242
	Iteration 21Q: 3 clusters Score -2.334116e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114472 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -23341330.000000 Penalty: 6011.948242
	Iteration 22Q: 3 clusters Score -2.334133e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115338 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -23341426.000000 Penalty: 6011.948242
	Iteration 23Q: 3 clusters Score -2.334143e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116237 members 
Mstep: Class 2 contains 67427 members 
Entering Unmasked Estep 
Score: -23341508.000000 Penalty: 6011.948242
	Iteration 24Q: 3 clusters Score -2.334151e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117164 members 
Mstep: Class 2 contains 66500 members 
Entering Unmasked Estep 
Score: -23341600.000000 Penalty: 6011.948242
	Iteration 25Q: 3 clusters Score -2.33416e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118137 members 
Mstep: Class 2 contains 65527 members 
Entering Unmasked Estep 
Score: -23341714.000000 Penalty: 6011.948242
	Iteration 26Q: 3 clusters Score -2.334171e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119133 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -23341870.000000 Penalty: 6011.948242
	Iteration 27Q: 3 clusters Score -2.334187e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120147 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -23341930.000000 Penalty: 6011.948242
	Iteration 28Q: 3 clusters Score -2.334193e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121173 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -23342054.000000 Penalty: 6011.948242
	Iteration 29Q: 3 clusters Score -2.334205e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122278 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -23342176.000000 Penalty: 6011.948242
	Iteration 30Q: 3 clusters Score -2.334218e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123380 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -23342338.000000 Penalty: 6011.948242
	Iteration 31Q: 3 clusters Score -2.334234e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124531 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -23342528.000000 Penalty: 6011.948242
	Iteration 32Q: 3 clusters Score -2.334253e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125750 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -23342768.000000 Penalty: 6011.948242
	Iteration 33Q: 3 clusters Score -2.334277e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126947 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -23342938.000000 Penalty: 6011.948242
	Iteration 34Q: 3 clusters Score -2.334294e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128101 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -23343002.000000 Penalty: 6011.948242
	Iteration 35Q: 3 clusters Score -2.3343e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129215 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -23343230.000000 Penalty: 6011.948242
	Iteration 36Q: 3 clusters Score -2.334323e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130370 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -23343396.000000 Penalty: 6011.948242
	Iteration 37Q: 3 clusters Score -2.33434e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131534 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -23343450.000000 Penalty: 6011.948242
	Iteration 38Q: 3 clusters Score -2.334345e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132730 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -23343608.000000 Penalty: 6011.948242
	Iteration 39Q: 3 clusters Score -2.334361e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133904 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -23343790.000000 Penalty: 6011.948242
	Iteration 40F: 3 clusters Score -2.334379e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135117 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -23343972.000000 Penalty: 6011.948242
	Iteration 41Q: 3 clusters Score -2.334397e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136403 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -23344152.000000 Penalty: 6011.948242
	Iteration 42Q: 3 clusters Score -2.334415e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137750 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -23344402.000000 Penalty: 6011.948242
	Iteration 43Q: 3 clusters Score -2.33444e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139112 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -23344682.000000 Penalty: 6011.948242
	Iteration 44Q: 3 clusters Score -2.334468e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140460 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -23344926.000000 Penalty: 6011.948242
	Iteration 45Q: 3 clusters Score -2.334493e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141847 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -23345092.000000 Penalty: 6011.948242
	Iteration 46Q: 3 clusters Score -2.334509e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143230 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -23345382.000000 Penalty: 6011.948242
	Iteration 47Q: 3 clusters Score -2.334538e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144576 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -23345660.000000 Penalty: 6011.948242
	Iteration 48Q: 3 clusters Score -2.334566e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145984 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -23345964.000000 Penalty: 6011.948242
	Iteration 49Q: 3 clusters Score -2.334596e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147492 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -23346260.000000 Penalty: 6011.948242
	Iteration 50Q: 3 clusters Score -2.334626e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149156 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -23346620.000000 Penalty: 6011.948242
	Iteration 51Q: 3 clusters Score -2.334662e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150927 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -23346950.000000 Penalty: 6011.948242
	Iteration 52Q: 3 clusters Score -2.334695e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152826 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -23347268.000000 Penalty: 6011.948242
	Iteration 53Q: 3 clusters Score -2.334727e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154755 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -23347472.000000 Penalty: 6011.948242
	Iteration 54Q: 3 clusters Score -2.334747e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156661 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -23347712.000000 Penalty: 6011.948242
	Iteration 55Q: 3 clusters Score -2.334771e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158667 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -23348026.000000 Penalty: 6011.948242
	Iteration 56Q: 3 clusters Score -2.334803e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160618 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -23348214.000000 Penalty: 6011.948242
	Iteration 57Q: 3 clusters Score -2.334821e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162481 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -23348434.000000 Penalty: 6011.948242
	Iteration 58Q: 3 clusters Score -2.334843e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164255 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -23348574.000000 Penalty: 6011.948242
	Iteration 59Q: 3 clusters Score -2.334857e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165953 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -23348616.000000 Penalty: 6011.948242
	Iteration 60F: 3 clusters Score -2.334862e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167590 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -23348824.000000 Penalty: 6011.948242
	Iteration 61Q: 3 clusters Score -2.334882e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169104 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -23348922.000000 Penalty: 6011.948242
	Iteration 62Q: 3 clusters Score -2.334892e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170482 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -23349014.000000 Penalty: 6011.948242
	Iteration 63Q: 3 clusters Score -2.334901e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171738 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -23349168.000000 Penalty: 6011.948242
	Iteration 64Q: 3 clusters Score -2.334917e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172799 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -23349184.000000 Penalty: 6011.948242
	Iteration 65Q: 3 clusters Score -2.334918e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173746 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -23349278.000000 Penalty: 6011.948242
	Iteration 66Q: 3 clusters Score -2.334928e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174618 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -23349262.000000 Penalty: 6011.948242
	Iteration 67Q: 3 clusters Score -2.334926e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175389 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -23349192.000000 Penalty: 6011.948242
	Iteration 68Q: 3 clusters Score -2.334919e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176087 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -23349182.000000 Penalty: 6011.948242
	Iteration 69Q: 3 clusters Score -2.334918e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176711 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -23349140.000000 Penalty: 6011.948242
	Iteration 70Q: 3 clusters Score -2.334914e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177279 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -23349032.000000 Penalty: 6011.948242
	Iteration 71Q: 3 clusters Score -2.334903e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177762 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -23349074.000000 Penalty: 6011.948242
	Iteration 72Q: 3 clusters Score -2.334907e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178192 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -23349058.000000 Penalty: 6011.948242
	Iteration 73Q: 3 clusters Score -2.334906e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178589 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -23349062.000000 Penalty: 6011.948242
	Iteration 74Q: 3 clusters Score -2.334906e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178957 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -23348962.000000 Penalty: 6011.948242
	Iteration 75Q: 3 clusters Score -2.334896e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179283 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -23348916.000000 Penalty: 6011.948242
	Iteration 76Q: 3 clusters Score -2.334892e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179564 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -23348910.000000 Penalty: 6011.948242
	Iteration 77Q: 3 clusters Score -2.334891e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179815 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -23348832.000000 Penalty: 6011.948242
	Iteration 78Q: 3 clusters Score -2.334883e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180032 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -23348782.000000 Penalty: 6011.948242
	Iteration 79Q: 3 clusters Score -2.334878e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180220 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -23348738.000000 Penalty: 6011.948242
	Iteration 80F: 3 clusters Score -2.334874e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180386 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -23348730.000000 Penalty: 6011.948242
	Iteration 81Q: 3 clusters Score -2.334873e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180538 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -23348662.000000 Penalty: 6011.948242
	Iteration 82Q: 3 clusters Score -2.334866e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180656 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -23348610.000000 Penalty: 6011.948242
	Iteration 83Q: 3 clusters Score -2.334861e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180764 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -23348588.000000 Penalty: 6011.948242
	Iteration 84Q: 3 clusters Score -2.334859e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180868 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -23348524.000000 Penalty: 6011.948242
	Iteration 85Q: 3 clusters Score -2.334852e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180955 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -23348486.000000 Penalty: 6011.948242
	Iteration 86Q: 3 clusters Score -2.334849e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181015 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -23348468.000000 Penalty: 6011.948242
	Iteration 87Q: 3 clusters Score -2.334847e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181073 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -23348478.000000 Penalty: 6011.948242
	Iteration 88Q: 3 clusters Score -2.334848e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181130 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -23348488.000000 Penalty: 6011.948242
	Iteration 89Q: 3 clusters Score -2.334849e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181184 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -23348470.000000 Penalty: 6011.948242
	Iteration 90Q: 3 clusters Score -2.334847e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181246 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -23348450.000000 Penalty: 6011.948242
	Iteration 91Q: 3 clusters Score -2.334845e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181304 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -23348440.000000 Penalty: 6011.948242
	Iteration 92Q: 3 clusters Score -2.334844e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181349 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -23348448.000000 Penalty: 6011.948242
	Iteration 93Q: 3 clusters Score -2.334845e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181387 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -23348432.000000 Penalty: 6011.948242
	Iteration 94Q: 3 clusters Score -2.334843e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181414 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -23348414.000000 Penalty: 6011.948242
	Iteration 95Q: 3 clusters Score -2.334841e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181438 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -23348410.000000 Penalty: 6011.948242
	Iteration 96Q: 3 clusters Score -2.334841e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181463 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -23348402.000000 Penalty: 6011.948242
	Iteration 97Q: 3 clusters Score -2.33484e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181493 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -23348390.000000 Penalty: 6011.948242
	Iteration 98Q: 3 clusters Score -2.334839e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181516 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -23348390.000000 Penalty: 6011.948242
	Iteration 99Q: 3 clusters Score -2.334839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181532 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -23348372.000000 Penalty: 6011.948242
	Iteration 100F: 3 clusters Score -2.334837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181548 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -23348380.000000 Penalty: 6011.948242
	Iteration 101Q: 3 clusters Score -2.334838e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181566 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -23348384.000000 Penalty: 6011.948242
	Iteration 102Q: 3 clusters Score -2.334838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181590 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -23348338.000000 Penalty: 6011.948242
	Iteration 103Q: 3 clusters Score -2.334834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181607 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -23348320.000000 Penalty: 6011.948242
	Iteration 104Q: 3 clusters Score -2.334832e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181626 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -23348306.000000 Penalty: 6011.948242
	Iteration 105Q: 3 clusters Score -2.334831e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181650 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -23348294.000000 Penalty: 6011.948242
	Iteration 106Q: 3 clusters Score -2.334829e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181675 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -23348280.000000 Penalty: 6011.948242
	Iteration 107Q: 3 clusters Score -2.334828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181697 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -23348278.000000 Penalty: 6011.948242
	Iteration 108Q: 3 clusters Score -2.334828e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181722 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -23348270.000000 Penalty: 6011.948242
	Iteration 109Q: 3 clusters Score -2.334827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181740 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -23348252.000000 Penalty: 6011.948242
	Iteration 110Q: 3 clusters Score -2.334825e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181759 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -23348262.000000 Penalty: 6011.948242
	Iteration 111Q: 3 clusters Score -2.334826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181783 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -23348246.000000 Penalty: 6011.948242
	Iteration 112Q: 3 clusters Score -2.334825e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181802 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -23348226.000000 Penalty: 6011.948242
	Iteration 113Q: 3 clusters Score -2.334823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181813 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -23348216.000000 Penalty: 6011.948242
	Iteration 114Q: 3 clusters Score -2.334822e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181831 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -23348234.000000 Penalty: 6011.948242
	Iteration 115Q: 3 clusters Score -2.334823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181843 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -23348242.000000 Penalty: 6011.948242
	Iteration 116Q: 3 clusters Score -2.334824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181854 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -23348248.000000 Penalty: 6011.948242
	Iteration 117Q: 3 clusters Score -2.334825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181866 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -23348248.000000 Penalty: 6011.948242
	Iteration 118Q: 3 clusters Score -2.334825e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181887 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -23348230.000000 Penalty: 6011.948242
	Iteration 119Q: 3 clusters Score -2.334823e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181912 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -23348218.000000 Penalty: 6011.948242
	Iteration 120F: 3 clusters Score -2.334822e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181936 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -23348174.000000 Penalty: 6011.948242
	Iteration 121Q: 3 clusters Score -2.334817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181950 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -23348156.000000 Penalty: 6011.948242
	Iteration 122Q: 3 clusters Score -2.334816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181963 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -23348146.000000 Penalty: 6011.948242
	Iteration 123Q: 3 clusters Score -2.334815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181973 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -23348144.000000 Penalty: 6011.948242
	Iteration 124Q: 3 clusters Score -2.334814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181979 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -23348148.000000 Penalty: 6011.948242
	Iteration 125Q: 3 clusters Score -2.334815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181983 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -23348152.000000 Penalty: 6011.948242
	Iteration 126Q: 3 clusters Score -2.334815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181987 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -23348146.000000 Penalty: 6011.948242
	Iteration 127Q: 3 clusters Score -2.334815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181989 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -23348138.000000 Penalty: 6011.948242
	Iteration 128Q: 3 clusters Score -2.334814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181993 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -23348132.000000 Penalty: 6011.948242
	Iteration 129Q: 3 clusters Score -2.334813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181993 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -23348132.000000 Penalty: 6011.948242
	Iteration 130F: 3 clusters Score -2.334813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -109112.500000 Penalty: 1707.606323
	Iteration 0F: 2 clusters Score -109112.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -107299.507812 Penalty: 3415.212646
	Iteration 0F: 3 clusters Score -107299.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -107742.492188 Penalty: 3415.212646
	Iteration 1F: 3 clusters Score -107742.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -107932.835938 Penalty: 3415.212646
	Iteration 2F: 3 clusters Score -107932.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -108079.078125 Penalty: 3415.212646
	Iteration 3F: 3 clusters Score -108079.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -108179.101562 Penalty: 3415.212646
	Iteration 4F: 3 clusters Score -108179.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -108234.296875 Penalty: 3415.212646
	Iteration 5Q: 3 clusters Score -108234.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -108273.679688 Penalty: 3415.212646
	Iteration 6Q: 3 clusters Score -108273.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -108312.101562 Penalty: 3415.212646
	Iteration 7Q: 3 clusters Score -108312.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -108362.109375 Penalty: 3415.212646
	Iteration 8Q: 3 clusters Score -108362.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -108458.937500 Penalty: 3415.212646
	Iteration 9Q: 3 clusters Score -108458.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -108723.593750 Penalty: 3415.212646
	Iteration 10Q: 3 clusters Score -108723.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -108949.437500 Penalty: 3415.212646
	Iteration 11Q: 3 clusters Score -108949.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -109046.195312 Penalty: 3415.212646
	Iteration 12Q: 3 clusters Score -109046.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -109129.476562 Penalty: 3415.212646
	Iteration 13Q: 3 clusters Score -109129.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -109183.523438 Penalty: 3415.212646
	Iteration 14Q: 3 clusters Score -109183.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -109219.976562 Penalty: 3415.212646
	Iteration 15Q: 3 clusters Score -109220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -109260.421875 Penalty: 3415.212646
	Iteration 16Q: 3 clusters Score -109260.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -109296.500000 Penalty: 3415.212646
	Iteration 17Q: 3 clusters Score -109296.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -109317.367188 Penalty: 3415.212646
	Iteration 18Q: 3 clusters Score -109317.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -109350.406250 Penalty: 3415.212646
	Iteration 19Q: 3 clusters Score -109350.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -109423.125000 Penalty: 3415.212646
	Iteration 20F: 3 clusters Score -109423.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -109534.875000 Penalty: 3415.212646
	Iteration 21Q: 3 clusters Score -109534.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -109748.890625 Penalty: 3415.212646
	Iteration 22Q: 3 clusters Score -109748.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -110068.468750 Penalty: 3415.212646
	Iteration 23Q: 3 clusters Score -110068.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -110180.335938 Penalty: 3415.212646
	Iteration 24Q: 3 clusters Score -110180.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -110196.085938 Penalty: 3415.212646
	Iteration 25Q: 3 clusters Score -110196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -110201.984375 Penalty: 3415.212646
	Iteration 26Q: 3 clusters Score -110202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -110201.984375 Penalty: 3415.212646
	Iteration 27F: 3 clusters Score -110202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 157820 members 
Mstep: Class 3 contains 183664 members 
Mstep: Class 4 contains 584 members 
Mstep: Class 5 contains 848 members 
Mstep: Class 6 contains 11138 members 
Mstep: Class 7 contains 158126 members 
Mstep: Class 8 contains 77541 members 
Mstep: Class 9 contains 154460 members 
Mstep: Class 10 contains 81721 members 
Mstep: Class 11 contains 85060 members 
Mstep: Class 12 contains 167915 members 
Mstep: Class 13 contains 74504 members 
Mstep: Class 14 contains 28770 members 
Mstep: Class 15 contains 1602 members 
Mstep: Class 16 contains 8275 members 
Mstep: Class 17 contains 394 members 
Mstep: Class 18 contains 4170 members 
Mstep: Class 20 contains 92392 members 
Entering Unmasked Estep 
Score: -161327376.000000 Penalty: 66302.054688
Splitting cluster 4 changes total score from -161323616.000000 to -161327376.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 6 (11138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Entering Unmasked Estep 
Score: -1360606.375000 Penalty: 2310.893311
	Iteration 0F: 2 clusters Score -1360606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1352210.125000 Penalty: 4621.786621
	Iteration 0F: 3 clusters Score -1352210 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1354612.250000 Penalty: 4621.786621
	Iteration 1F: 3 clusters Score -1354612 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1355026.375000 Penalty: 4621.786621
	Iteration 2F: 3 clusters Score -1355026 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1355370.875000 Penalty: 4621.786621
	Iteration 3F: 3 clusters Score -1355371 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1355664.000000 Penalty: 4621.786621
	Iteration 4Q: 3 clusters Score -1355664 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1355937.875000 Penalty: 4621.786621
	Iteration 5Q: 3 clusters Score -1355938 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1356216.500000 Penalty: 4621.786621
	Iteration 6Q: 3 clusters Score -1356216 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1356509.750000 Penalty: 4621.786621
	Iteration 7Q: 3 clusters Score -1356510 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1356812.625000 Penalty: 4621.786621
	Iteration 8Q: 3 clusters Score -1356813 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1357131.625000 Penalty: 4621.786621
	Iteration 9Q: 3 clusters Score -1357132 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1357451.000000 Penalty: 4621.786621
	Iteration 10Q: 3 clusters Score -1357451 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1357722.250000 Penalty: 4621.786621
	Iteration 11Q: 3 clusters Score -1357722 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1357960.625000 Penalty: 4621.786621
	Iteration 12Q: 3 clusters Score -1357961 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1358140.750000 Penalty: 4621.786621
	Iteration 13Q: 3 clusters Score -1358141 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1358329.375000 Penalty: 4621.786621
	Iteration 14Q: 3 clusters Score -1358329 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1358559.500000 Penalty: 4621.786621
	Iteration 15Q: 3 clusters Score -1358560 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1358764.375000 Penalty: 4621.786621
	Iteration 16Q: 3 clusters Score -1358764 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1358846.625000 Penalty: 4621.786621
	Iteration 17Q: 3 clusters Score -1358847 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1358881.250000 Penalty: 4621.786621
	Iteration 18Q: 3 clusters Score -1358881 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1358905.250000 Penalty: 4621.786621
	Iteration 19Q: 3 clusters Score -1358905 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1358925.875000 Penalty: 4621.786621
	Iteration 20F: 3 clusters Score -1358926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1358935.750000 Penalty: 4621.786621
	Iteration 21Q: 3 clusters Score -1358936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1358950.625000 Penalty: 4621.786621
	Iteration 22Q: 3 clusters Score -1358951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1358959.875000 Penalty: 4621.786621
	Iteration 23Q: 3 clusters Score -1358960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1358966.625000 Penalty: 4621.786621
	Iteration 24Q: 3 clusters Score -1358967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1358972.250000 Penalty: 4621.786621
	Iteration 25Q: 3 clusters Score -1358972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1358979.000000 Penalty: 4621.786621
	Iteration 26Q: 3 clusters Score -1358979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1358979.750000 Penalty: 4621.786621
	Iteration 27Q: 3 clusters Score -1358980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1358983.125000 Penalty: 4621.786621
	Iteration 28Q: 3 clusters Score -1358983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1358982.250000 Penalty: 4621.786621
	Iteration 29Q: 3 clusters Score -1358982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1358984.875000 Penalty: 4621.786621
	Iteration 30Q: 3 clusters Score -1358985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1358988.250000 Penalty: 4621.786621
	Iteration 31Q: 3 clusters Score -1358988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1358991.750000 Penalty: 4621.786621
	Iteration 32Q: 3 clusters Score -1358992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1358994.375000 Penalty: 4621.786621
	Iteration 33Q: 3 clusters Score -1358994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1358997.375000 Penalty: 4621.786621
	Iteration 34Q: 3 clusters Score -1358997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1359001.250000 Penalty: 4621.786621
	Iteration 35Q: 3 clusters Score -1359001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1359006.000000 Penalty: 4621.786621
	Iteration 36Q: 3 clusters Score -1359006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1359008.750000 Penalty: 4621.786621
	Iteration 37Q: 3 clusters Score -1359009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1359014.500000 Penalty: 4621.786621
	Iteration 38Q: 3 clusters Score -1359014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1359019.375000 Penalty: 4621.786621
	Iteration 39Q: 3 clusters Score -1359019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1359027.125000 Penalty: 4621.786621
	Iteration 40F: 3 clusters Score -1359027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1359026.000000 Penalty: 4621.786621
	Iteration 41Q: 3 clusters Score -1359026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1359027.625000 Penalty: 4621.786621
	Iteration 42Q: 3 clusters Score -1359028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1359030.750000 Penalty: 4621.786621
	Iteration 43Q: 3 clusters Score -1359031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1359030.875000 Penalty: 4621.786621
	Iteration 44Q: 3 clusters Score -1359031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1359028.750000 Penalty: 4621.786621
	Iteration 45Q: 3 clusters Score -1359029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1359030.500000 Penalty: 4621.786621
	Iteration 46Q: 3 clusters Score -1359030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1359029.875000 Penalty: 4621.786621
	Iteration 47Q: 3 clusters Score -1359030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1359030.875000 Penalty: 4621.786621
	Iteration 48Q: 3 clusters Score -1359031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1359033.000000 Penalty: 4621.786621
	Iteration 49Q: 3 clusters Score -1359033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1359036.250000 Penalty: 4621.786621
	Iteration 50Q: 3 clusters Score -1359036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1359037.000000 Penalty: 4621.786621
	Iteration 51Q: 3 clusters Score -1359037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1359037.125000 Penalty: 4621.786621
	Iteration 52Q: 3 clusters Score -1359037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1359038.875000 Penalty: 4621.786621
	Iteration 53Q: 3 clusters Score -1359039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1359043.625000 Penalty: 4621.786621
	Iteration 54Q: 3 clusters Score -1359044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1359045.250000 Penalty: 4621.786621
	Iteration 55Q: 3 clusters Score -1359045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1359049.125000 Penalty: 4621.786621
	Iteration 56Q: 3 clusters Score -1359049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1359055.875000 Penalty: 4621.786621
	Iteration 57Q: 3 clusters Score -1359056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1359059.375000 Penalty: 4621.786621
	Iteration 58Q: 3 clusters Score -1359059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1359060.375000 Penalty: 4621.786621
	Iteration 59Q: 3 clusters Score -1359060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1359062.500000 Penalty: 4621.786621
	Iteration 60F: 3 clusters Score -1359062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1359060.875000 Penalty: 4621.786621
	Iteration 61Q: 3 clusters Score -1359061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1359063.000000 Penalty: 4621.786621
	Iteration 62Q: 3 clusters Score -1359063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1359065.125000 Penalty: 4621.786621
	Iteration 63Q: 3 clusters Score -1359065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1359065.125000 Penalty: 4621.786621
	Iteration 64F: 3 clusters Score -1359065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (158126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158126 members 
Entering Unmasked Estep 
Score: -20171840.000000 Penalty: 2968.844482
	Iteration 0F: 2 clusters Score -2.017184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79002 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -20069256.000000 Penalty: 5937.688965
	Iteration 0F: 3 clusters Score -2.006926e+07 nChanged 75597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 80727 members 
Entering Unmasked Estep 
Score: -20112644.000000 Penalty: 5937.688965
	Iteration 1F: 3 clusters Score -2.011264e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -20113306.000000 Penalty: 5937.688965
	Iteration 2Q: 3 clusters Score -2.011331e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74737 members 
Mstep: Class 2 contains 83389 members 
Entering Unmasked Estep 
Score: -20113978.000000 Penalty: 5937.688965
	Iteration 3Q: 3 clusters Score -2.011398e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72233 members 
Mstep: Class 2 contains 85893 members 
Entering Unmasked Estep 
Score: -20114990.000000 Penalty: 5937.688965
	Iteration 4Q: 3 clusters Score -2.011499e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 89796 members 
Entering Unmasked Estep 
Score: -20116408.000000 Penalty: 5937.688965
	Iteration 5Q: 3 clusters Score -2.011641e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -20119000.000000 Penalty: 5937.688965
	Iteration 6Q: 3 clusters Score -2.0119e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 104077 members 
Entering Unmasked Estep 
Score: -20123702.000000 Penalty: 5937.688965
	Iteration 7F: 3 clusters Score -2.01237e+07 nChanged 11537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 115462 members 
Entering Unmasked Estep 
Score: -20131722.000000 Penalty: 5937.688965
	Iteration 8F: 3 clusters Score -2.013172e+07 nChanged 13872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 129270 members 
Entering Unmasked Estep 
Score: -20144090.000000 Penalty: 5937.688965
	Iteration 9F: 3 clusters Score -2.014409e+07 nChanged 13114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 142354 members 
Entering Unmasked Estep 
Score: -20157196.000000 Penalty: 5937.688965
	Iteration 10F: 3 clusters Score -2.01572e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 151332 members 
Entering Unmasked Estep 
Score: -20165330.000000 Penalty: 5937.688965
	Iteration 11F: 3 clusters Score -2.016533e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 155599 members 
Entering Unmasked Estep 
Score: -20168196.000000 Penalty: 5937.688965
	Iteration 12Q: 3 clusters Score -2.01682e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 157041 members 
Entering Unmasked Estep 
Score: -20168972.000000 Penalty: 5937.688965
	Iteration 13Q: 3 clusters Score -2.016897e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 157481 members 
Entering Unmasked Estep 
Score: -20169196.000000 Penalty: 5937.688965
	Iteration 14Q: 3 clusters Score -2.01692e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 157606 members 
Entering Unmasked Estep 
Score: -20169308.000000 Penalty: 5937.688965
	Iteration 15Q: 3 clusters Score -2.016931e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 157671 members 
Entering Unmasked Estep 
Score: -20169350.000000 Penalty: 5937.688965
	Iteration 16Q: 3 clusters Score -2.016935e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 157710 members 
Entering Unmasked Estep 
Score: -20169358.000000 Penalty: 5937.688965
	Iteration 17Q: 3 clusters Score -2.016936e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 157728 members 
Entering Unmasked Estep 
Score: -20169418.000000 Penalty: 5937.688965
	Iteration 18Q: 3 clusters Score -2.016942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 157735 members 
Entering Unmasked Estep 
Score: -20169434.000000 Penalty: 5937.688965
	Iteration 19Q: 3 clusters Score -2.016943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 157737 members 
Entering Unmasked Estep 
Score: -20169442.000000 Penalty: 5937.688965
	Iteration 20F: 3 clusters Score -2.016944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 157740 members 
Entering Unmasked Estep 
Score: -20169450.000000 Penalty: 5937.688965
	Iteration 21Q: 3 clusters Score -2.016945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 157742 members 
Entering Unmasked Estep 
Score: -20169454.000000 Penalty: 5937.688965
	Iteration 22Q: 3 clusters Score -2.016945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 157750 members 
Entering Unmasked Estep 
Score: -20169468.000000 Penalty: 5937.688965
	Iteration 23Q: 3 clusters Score -2.016947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 157755 members 
Entering Unmasked Estep 
Score: -20169478.000000 Penalty: 5937.688965
	Iteration 24Q: 3 clusters Score -2.016948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 157757 members 
Entering Unmasked Estep 
Score: -20169492.000000 Penalty: 5937.688965
	Iteration 25Q: 3 clusters Score -2.016949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 157759 members 
Entering Unmasked Estep 
Score: -20169500.000000 Penalty: 5937.688965
	Iteration 26Q: 3 clusters Score -2.01695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 157763 members 
Entering Unmasked Estep 
Score: -20169490.000000 Penalty: 5937.688965
	Iteration 27Q: 3 clusters Score -2.016949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 157765 members 
Entering Unmasked Estep 
Score: -20169494.000000 Penalty: 5937.688965
	Iteration 28Q: 3 clusters Score -2.016949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 157765 members 
Entering Unmasked Estep 
Score: -20169494.000000 Penalty: 5937.688965
	Iteration 29Q: 3 clusters Score -2.016949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 157766 members 
Entering Unmasked Estep 
Score: -20169496.000000 Penalty: 5937.688965
	Iteration 30Q: 3 clusters Score -2.01695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 157766 members 
Entering Unmasked Estep 
Score: -20169496.000000 Penalty: 5937.688965
	Iteration 31F: 3 clusters Score -2.01695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Entering Unmasked Estep 
Score: -9628067.000000 Penalty: 2792.123291
	Iteration 0F: 2 clusters Score -9628067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -9576405.000000 Penalty: 5584.246582
	Iteration 0F: 3 clusters Score -9576405 nChanged 36357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -9596543.000000 Penalty: 5584.246582
	Iteration 1F: 3 clusters Score -9596543 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -9597065.000000 Penalty: 5584.246582
	Iteration 2Q: 3 clusters Score -9597065 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -9597569.000000 Penalty: 5584.246582
	Iteration 3Q: 3 clusters Score -9597569 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -9598286.000000 Penalty: 5584.246582
	Iteration 4Q: 3 clusters Score -9598286 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -9599362.000000 Penalty: 5584.246582
	Iteration 5Q: 3 clusters Score -9599362 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -9601279.000000 Penalty: 5584.246582
	Iteration 6F: 3 clusters Score -9601279 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -9604915.000000 Penalty: 5584.246582
	Iteration 7F: 3 clusters Score -9604915 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -9610657.000000 Penalty: 5584.246582
	Iteration 8F: 3 clusters Score -9610657 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -9617485.000000 Penalty: 5584.246582
	Iteration 9F: 3 clusters Score -9617485 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74025 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -9622362.000000 Penalty: 5584.246582
	Iteration 10F: 3 clusters Score -9622362 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -9624500.000000 Penalty: 5584.246582
	Iteration 11Q: 3 clusters Score -9624500 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9625210.000000 Penalty: 5584.246582
	Iteration 12Q: 3 clusters Score -9625210 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9625418.000000 Penalty: 5584.246582
	Iteration 13Q: 3 clusters Score -9625418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9625505.000000 Penalty: 5584.246582
	Iteration 14Q: 3 clusters Score -9625505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77283 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9625543.000000 Penalty: 5584.246582
	Iteration 15Q: 3 clusters Score -9625543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9625561.000000 Penalty: 5584.246582
	Iteration 16Q: 3 clusters Score -9625561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77298 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9625579.000000 Penalty: 5584.246582
	Iteration 17Q: 3 clusters Score -9625579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77299 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9625585.000000 Penalty: 5584.246582
	Iteration 18Q: 3 clusters Score -9625585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9625591.000000 Penalty: 5584.246582
	Iteration 19Q: 3 clusters Score -9625591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77303 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9625595.000000 Penalty: 5584.246582
	Iteration 20F: 3 clusters Score -9625595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77304 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9625605.000000 Penalty: 5584.246582
	Iteration 21Q: 3 clusters Score -9625605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77304 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9625605.000000 Penalty: 5584.246582
	Iteration 22F: 3 clusters Score -9625605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (154460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154460 members 
Entering Unmasked Estep 
Score: -19677894.000000 Penalty: 2963.027100
	Iteration 0F: 2 clusters Score -1.967789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77554 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -19578236.000000 Penalty: 5926.054199
	Iteration 0F: 3 clusters Score -1.957824e+07 nChanged 73699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 70761 members 
Entering Unmasked Estep 
Score: -19621596.000000 Penalty: 5926.054199
	Iteration 1F: 3 clusters Score -1.96216e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87769 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -19623732.000000 Penalty: 5926.054199
	Iteration 2Q: 3 clusters Score -1.962373e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -19627078.000000 Penalty: 5926.054199
	Iteration 3F: 3 clusters Score -1.962708e+07 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -19632804.000000 Penalty: 5926.054199
	Iteration 4F: 3 clusters Score -1.96328e+07 nChanged 12118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113625 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -19642022.000000 Penalty: 5926.054199
	Iteration 5F: 3 clusters Score -1.964202e+07 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125545 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -19652964.000000 Penalty: 5926.054199
	Iteration 6F: 3 clusters Score -1.965296e+07 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135889 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -19662660.000000 Penalty: 5926.054199
	Iteration 7F: 3 clusters Score -1.966266e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143266 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -19669206.000000 Penalty: 5926.054199
	Iteration 8Q: 3 clusters Score -1.966921e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147581 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -19672636.000000 Penalty: 5926.054199
	Iteration 9Q: 3 clusters Score -1.967264e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149889 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -19674406.000000 Penalty: 5926.054199
	Iteration 10Q: 3 clusters Score -1.967441e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151117 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -19675356.000000 Penalty: 5926.054199
	Iteration 11Q: 3 clusters Score -1.967536e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151737 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -19675788.000000 Penalty: 5926.054199
	Iteration 12Q: 3 clusters Score -1.967579e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152081 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -19675970.000000 Penalty: 5926.054199
	Iteration 13Q: 3 clusters Score -1.967597e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152303 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -19676064.000000 Penalty: 5926.054199
	Iteration 14Q: 3 clusters Score -1.967606e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152435 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -19676150.000000 Penalty: 5926.054199
	Iteration 15Q: 3 clusters Score -1.967615e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152541 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -19676196.000000 Penalty: 5926.054199
	Iteration 16Q: 3 clusters Score -1.96762e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152640 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -19676212.000000 Penalty: 5926.054199
	Iteration 17Q: 3 clusters Score -1.967621e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152715 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -19676252.000000 Penalty: 5926.054199
	Iteration 18Q: 3 clusters Score -1.967625e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152790 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -19676250.000000 Penalty: 5926.054199
	Iteration 19Q: 3 clusters Score -1.967625e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152853 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -19676266.000000 Penalty: 5926.054199
	Iteration 20F: 3 clusters Score -1.967627e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152902 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19676284.000000 Penalty: 5926.054199
	Iteration 21Q: 3 clusters Score -1.967628e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152945 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -19676246.000000 Penalty: 5926.054199
	Iteration 22Q: 3 clusters Score -1.967625e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152983 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -19676246.000000 Penalty: 5926.054199
	Iteration 23Q: 3 clusters Score -1.967625e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153006 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -19676244.000000 Penalty: 5926.054199
	Iteration 24Q: 3 clusters Score -1.967624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -19676244.000000 Penalty: 5926.054199
	Iteration 25Q: 3 clusters Score -1.967624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153045 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -19676242.000000 Penalty: 5926.054199
	Iteration 26Q: 3 clusters Score -1.967624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153056 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -19676240.000000 Penalty: 5926.054199
	Iteration 27Q: 3 clusters Score -1.967624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153066 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -19676258.000000 Penalty: 5926.054199
	Iteration 28Q: 3 clusters Score -1.967626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153074 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -19676276.000000 Penalty: 5926.054199
	Iteration 29Q: 3 clusters Score -1.967628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153079 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -19676262.000000 Penalty: 5926.054199
	Iteration 30Q: 3 clusters Score -1.967626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153086 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -19676268.000000 Penalty: 5926.054199
	Iteration 31Q: 3 clusters Score -1.967627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153091 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -19676252.000000 Penalty: 5926.054199
	Iteration 32Q: 3 clusters Score -1.967625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153093 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -19676260.000000 Penalty: 5926.054199
	Iteration 33Q: 3 clusters Score -1.967626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153092 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -19676258.000000 Penalty: 5926.054199
	Iteration 34Q: 3 clusters Score -1.967626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153092 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -19676254.000000 Penalty: 5926.054199
	Iteration 35Q: 3 clusters Score -1.967625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153092 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -19676254.000000 Penalty: 5926.054199
	Iteration 36F: 3 clusters Score -1.967625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (81721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81721 members 
Entering Unmasked Estep 
Score: -10349870.000000 Penalty: 2805.144531
	Iteration 0F: 2 clusters Score -1.034987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -10295288.000000 Penalty: 5610.289062
	Iteration 0F: 3 clusters Score -1.029529e+07 nChanged 38507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -10317245.000000 Penalty: 5610.289062
	Iteration 1F: 3 clusters Score -1.031724e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -10318671.000000 Penalty: 5610.289062
	Iteration 2Q: 3 clusters Score -1.031867e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -10320725.000000 Penalty: 5610.289062
	Iteration 3F: 3 clusters Score -1.032072e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -10323693.000000 Penalty: 5610.289062
	Iteration 4F: 3 clusters Score -1.032369e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -10327259.000000 Penalty: 5610.289062
	Iteration 5F: 3 clusters Score -1.032726e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -10331593.000000 Penalty: 5610.289062
	Iteration 6F: 3 clusters Score -1.033159e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -10335968.000000 Penalty: 5610.289062
	Iteration 7F: 3 clusters Score -1.033597e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 67008 members 
Entering Unmasked Estep 
Score: -10339809.000000 Penalty: 5610.289062
	Iteration 8F: 3 clusters Score -1.033981e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 70324 members 
Entering Unmasked Estep 
Score: -10342621.000000 Penalty: 5610.289062
	Iteration 9Q: 3 clusters Score -1.034262e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -10344506.000000 Penalty: 5610.289062
	Iteration 10Q: 3 clusters Score -1.034451e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 74121 members 
Entering Unmasked Estep 
Score: -10345676.000000 Penalty: 5610.289062
	Iteration 11Q: 3 clusters Score -1.034568e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 75253 members 
Entering Unmasked Estep 
Score: -10346548.000000 Penalty: 5610.289062
	Iteration 12Q: 3 clusters Score -1.034655e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 76058 members 
Entering Unmasked Estep 
Score: -10347382.000000 Penalty: 5610.289062
	Iteration 13Q: 3 clusters Score -1.034738e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 76655 members 
Entering Unmasked Estep 
Score: -10348302.000000 Penalty: 5610.289062
	Iteration 14Q: 3 clusters Score -1.03483e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 76995 members 
Entering Unmasked Estep 
Score: -10348825.000000 Penalty: 5610.289062
	Iteration 15Q: 3 clusters Score -1.034882e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 77215 members 
Entering Unmasked Estep 
Score: -10348939.000000 Penalty: 5610.289062
	Iteration 16Q: 3 clusters Score -1.034894e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 77389 members 
Entering Unmasked Estep 
Score: -10348987.000000 Penalty: 5610.289062
	Iteration 17Q: 3 clusters Score -1.034899e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 77541 members 
Entering Unmasked Estep 
Score: -10349058.000000 Penalty: 5610.289062
	Iteration 18Q: 3 clusters Score -1.034906e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 77669 members 
Entering Unmasked Estep 
Score: -10349115.000000 Penalty: 5610.289062
	Iteration 19Q: 3 clusters Score -1.034912e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 77769 members 
Entering Unmasked Estep 
Score: -10349122.000000 Penalty: 5610.289062
	Iteration 20F: 3 clusters Score -1.034912e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 77862 members 
Entering Unmasked Estep 
Score: -10349152.000000 Penalty: 5610.289062
	Iteration 21Q: 3 clusters Score -1.034915e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 77946 members 
Entering Unmasked Estep 
Score: -10349166.000000 Penalty: 5610.289062
	Iteration 22Q: 3 clusters Score -1.034917e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 78008 members 
Entering Unmasked Estep 
Score: -10349176.000000 Penalty: 5610.289062
	Iteration 23Q: 3 clusters Score -1.034918e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
Score: -10349189.000000 Penalty: 5610.289062
	Iteration 24Q: 3 clusters Score -1.034919e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 78104 members 
Entering Unmasked Estep 
Score: -10349188.000000 Penalty: 5610.289062
	Iteration 25Q: 3 clusters Score -1.034919e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -10349193.000000 Penalty: 5610.289062
	Iteration 26Q: 3 clusters Score -1.034919e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -10349204.000000 Penalty: 5610.289062
	Iteration 27Q: 3 clusters Score -1.03492e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 78212 members 
Entering Unmasked Estep 
Score: -10349214.000000 Penalty: 5610.289062
	Iteration 28Q: 3 clusters Score -1.034921e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -10349202.000000 Penalty: 5610.289062
	Iteration 29Q: 3 clusters Score -1.03492e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 78253 members 
Entering Unmasked Estep 
Score: -10349213.000000 Penalty: 5610.289062
	Iteration 30Q: 3 clusters Score -1.034921e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -10349216.000000 Penalty: 5610.289062
	Iteration 31Q: 3 clusters Score -1.034922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -10349224.000000 Penalty: 5610.289062
	Iteration 32Q: 3 clusters Score -1.034922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -10349220.000000 Penalty: 5610.289062
	Iteration 33Q: 3 clusters Score -1.034922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
Score: -10349231.000000 Penalty: 5610.289062
	Iteration 34Q: 3 clusters Score -1.034923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -10349223.000000 Penalty: 5610.289062
	Iteration 35Q: 3 clusters Score -1.034922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -10349239.000000 Penalty: 5610.289062
	Iteration 36Q: 3 clusters Score -1.034924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 78362 members 
Entering Unmasked Estep 
Score: -10349238.000000 Penalty: 5610.289062
	Iteration 37Q: 3 clusters Score -1.034924e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -10349239.000000 Penalty: 5610.289062
	Iteration 38Q: 3 clusters Score -1.034924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 78378 members 
Entering Unmasked Estep 
Score: -10349246.000000 Penalty: 5610.289062
	Iteration 39Q: 3 clusters Score -1.034925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -10349253.000000 Penalty: 5610.289062
	Iteration 40F: 3 clusters Score -1.034925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 78389 members 
Entering Unmasked Estep 
Score: -10349250.000000 Penalty: 5610.289062
	Iteration 41Q: 3 clusters Score -1.034925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
Score: -10349253.000000 Penalty: 5610.289062
	Iteration 42Q: 3 clusters Score -1.034925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 78398 members 
Entering Unmasked Estep 
Score: -10349263.000000 Penalty: 5610.289062
	Iteration 43Q: 3 clusters Score -1.034926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -10349259.000000 Penalty: 5610.289062
	Iteration 44Q: 3 clusters Score -1.034926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -10349259.000000 Penalty: 5610.289062
	Iteration 45F: 3 clusters Score -1.034926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (85060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Entering Unmasked Estep 
Score: -10927174.000000 Penalty: 2815.075928
	Iteration 0F: 2 clusters Score -1.092717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -10870429.000000 Penalty: 5630.151855
	Iteration 0F: 3 clusters Score -1.087043e+07 nChanged 39985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -10892911.000000 Penalty: 5630.151855
	Iteration 1F: 3 clusters Score -1.089291e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -10893500.000000 Penalty: 5630.151855
	Iteration 2Q: 3 clusters Score -1.08935e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -10894095.000000 Penalty: 5630.151855
	Iteration 3Q: 3 clusters Score -1.08941e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -10894779.000000 Penalty: 5630.151855
	Iteration 4Q: 3 clusters Score -1.089478e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -10895795.000000 Penalty: 5630.151855
	Iteration 5Q: 3 clusters Score -1.08958e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -10897205.000000 Penalty: 5630.151855
	Iteration 6Q: 3 clusters Score -1.08972e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -10899135.000000 Penalty: 5630.151855
	Iteration 7Q: 3 clusters Score -1.089914e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -10901977.000000 Penalty: 5630.151855
	Iteration 8F: 3 clusters Score -1.090198e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -10905890.000000 Penalty: 5630.151855
	Iteration 9F: 3 clusters Score -1.090589e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -10910761.000000 Penalty: 5630.151855
	Iteration 10F: 3 clusters Score -1.091076e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -10915289.000000 Penalty: 5630.151855
	Iteration 11F: 3 clusters Score -1.091529e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -10917793.000000 Penalty: 5630.151855
	Iteration 12Q: 3 clusters Score -1.091779e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -10918629.000000 Penalty: 5630.151855
	Iteration 13Q: 3 clusters Score -1.091863e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 62558 members 
Entering Unmasked Estep 
Score: -10919020.000000 Penalty: 5630.151855
	Iteration 14Q: 3 clusters Score -1.091902e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
Score: -10919378.000000 Penalty: 5630.151855
	Iteration 15Q: 3 clusters Score -1.091938e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -10919590.000000 Penalty: 5630.151855
	Iteration 16Q: 3 clusters Score -1.091959e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -10919872.000000 Penalty: 5630.151855
	Iteration 17Q: 3 clusters Score -1.091987e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 66527 members 
Entering Unmasked Estep 
Score: -10920191.000000 Penalty: 5630.151855
	Iteration 18Q: 3 clusters Score -1.092019e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 67482 members 
Entering Unmasked Estep 
Score: -10920501.000000 Penalty: 5630.151855
	Iteration 19Q: 3 clusters Score -1.09205e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 68395 members 
Entering Unmasked Estep 
Score: -10920683.000000 Penalty: 5630.151855
	Iteration 20F: 3 clusters Score -1.092068e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -10920926.000000 Penalty: 5630.151855
	Iteration 21Q: 3 clusters Score -1.092093e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -10921194.000000 Penalty: 5630.151855
	Iteration 22Q: 3 clusters Score -1.092119e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 71112 members 
Entering Unmasked Estep 
Score: -10921462.000000 Penalty: 5630.151855
	Iteration 23Q: 3 clusters Score -1.092146e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 72017 members 
Entering Unmasked Estep 
Score: -10921782.000000 Penalty: 5630.151855
	Iteration 24Q: 3 clusters Score -1.092178e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -10922083.000000 Penalty: 5630.151855
	Iteration 25Q: 3 clusters Score -1.092208e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 73732 members 
Entering Unmasked Estep 
Score: -10922310.000000 Penalty: 5630.151855
	Iteration 26Q: 3 clusters Score -1.092231e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -10922514.000000 Penalty: 5630.151855
	Iteration 27Q: 3 clusters Score -1.092251e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 75207 members 
Entering Unmasked Estep 
Score: -10922765.000000 Penalty: 5630.151855
	Iteration 28Q: 3 clusters Score -1.092276e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 75920 members 
Entering Unmasked Estep 
Score: -10922972.000000 Penalty: 5630.151855
	Iteration 29Q: 3 clusters Score -1.092297e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -10923202.000000 Penalty: 5630.151855
	Iteration 30Q: 3 clusters Score -1.09232e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -10923421.000000 Penalty: 5630.151855
	Iteration 31Q: 3 clusters Score -1.092342e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 77934 members 
Entering Unmasked Estep 
Score: -10923714.000000 Penalty: 5630.151855
	Iteration 32Q: 3 clusters Score -1.092371e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -10923931.000000 Penalty: 5630.151855
	Iteration 33Q: 3 clusters Score -1.092393e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -10924145.000000 Penalty: 5630.151855
	Iteration 34Q: 3 clusters Score -1.092414e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 79748 members 
Entering Unmasked Estep 
Score: -10924393.000000 Penalty: 5630.151855
	Iteration 35Q: 3 clusters Score -1.092439e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 80252 members 
Entering Unmasked Estep 
Score: -10924551.000000 Penalty: 5630.151855
	Iteration 36Q: 3 clusters Score -1.092455e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 80706 members 
Entering Unmasked Estep 
Score: -10924727.000000 Penalty: 5630.151855
	Iteration 37Q: 3 clusters Score -1.092473e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 81140 members 
Entering Unmasked Estep 
Score: -10924941.000000 Penalty: 5630.151855
	Iteration 38Q: 3 clusters Score -1.092494e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -10925051.000000 Penalty: 5630.151855
	Iteration 39Q: 3 clusters Score -1.092505e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -10925140.000000 Penalty: 5630.151855
	Iteration 40F: 3 clusters Score -1.092514e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 82061 members 
Entering Unmasked Estep 
Score: -10925194.000000 Penalty: 5630.151855
	Iteration 41Q: 3 clusters Score -1.092519e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -10925250.000000 Penalty: 5630.151855
	Iteration 42Q: 3 clusters Score -1.092525e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 82437 members 
Entering Unmasked Estep 
Score: -10925336.000000 Penalty: 5630.151855
	Iteration 43Q: 3 clusters Score -1.092534e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -10925376.000000 Penalty: 5630.151855
	Iteration 44Q: 3 clusters Score -1.092538e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 82729 members 
Entering Unmasked Estep 
Score: -10925405.000000 Penalty: 5630.151855
	Iteration 45Q: 3 clusters Score -1.09254e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 82851 members 
Entering Unmasked Estep 
Score: -10925433.000000 Penalty: 5630.151855
	Iteration 46Q: 3 clusters Score -1.092543e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 82963 members 
Entering Unmasked Estep 
Score: -10925443.000000 Penalty: 5630.151855
	Iteration 47Q: 3 clusters Score -1.092544e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 83051 members 
Entering Unmasked Estep 
Score: -10925468.000000 Penalty: 5630.151855
	Iteration 48Q: 3 clusters Score -1.092547e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 83115 members 
Entering Unmasked Estep 
Score: -10925491.000000 Penalty: 5630.151855
	Iteration 49Q: 3 clusters Score -1.092549e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -10925532.000000 Penalty: 5630.151855
	Iteration 50Q: 3 clusters Score -1.092553e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 83226 members 
Entering Unmasked Estep 
Score: -10925530.000000 Penalty: 5630.151855
	Iteration 51Q: 3 clusters Score -1.092553e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
Score: -10925566.000000 Penalty: 5630.151855
	Iteration 52Q: 3 clusters Score -1.092557e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 83316 members 
Entering Unmasked Estep 
Score: -10925566.000000 Penalty: 5630.151855
	Iteration 53Q: 3 clusters Score -1.092557e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 83352 members 
Entering Unmasked Estep 
Score: -10925577.000000 Penalty: 5630.151855
	Iteration 54Q: 3 clusters Score -1.092558e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 83389 members 
Entering Unmasked Estep 
Score: -10925582.000000 Penalty: 5630.151855
	Iteration 55Q: 3 clusters Score -1.092558e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 83418 members 
Entering Unmasked Estep 
Score: -10925588.000000 Penalty: 5630.151855
	Iteration 56Q: 3 clusters Score -1.092559e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -10925593.000000 Penalty: 5630.151855
	Iteration 57Q: 3 clusters Score -1.092559e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -10925631.000000 Penalty: 5630.151855
	Iteration 58Q: 3 clusters Score -1.092563e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 83512 members 
Entering Unmasked Estep 
Score: -10925656.000000 Penalty: 5630.151855
	Iteration 59Q: 3 clusters Score -1.092566e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 83533 members 
Entering Unmasked Estep 
Score: -10925645.000000 Penalty: 5630.151855
	Iteration 60F: 3 clusters Score -1.092564e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
Score: -10925648.000000 Penalty: 5630.151855
	Iteration 61Q: 3 clusters Score -1.092565e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 83577 members 
Entering Unmasked Estep 
Score: -10925647.000000 Penalty: 5630.151855
	Iteration 62Q: 3 clusters Score -1.092565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -10925655.000000 Penalty: 5630.151855
	Iteration 63Q: 3 clusters Score -1.092566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 83603 members 
Entering Unmasked Estep 
Score: -10925667.000000 Penalty: 5630.151855
	Iteration 64Q: 3 clusters Score -1.092567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -10925662.000000 Penalty: 5630.151855
	Iteration 65Q: 3 clusters Score -1.092566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 83620 members 
Entering Unmasked Estep 
Score: -10925669.000000 Penalty: 5630.151855
	Iteration 66Q: 3 clusters Score -1.092567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 83626 members 
Entering Unmasked Estep 
Score: -10925673.000000 Penalty: 5630.151855
	Iteration 67Q: 3 clusters Score -1.092567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -10925664.000000 Penalty: 5630.151855
	Iteration 68Q: 3 clusters Score -1.092566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -10925667.000000 Penalty: 5630.151855
	Iteration 69Q: 3 clusters Score -1.092567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -10925667.000000 Penalty: 5630.151855
	Iteration 70F: 3 clusters Score -1.092567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (167915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167915 members 
Entering Unmasked Estep 
Score: -21346684.000000 Penalty: 2983.740723
	Iteration 0F: 2 clusters Score -2.134668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84173 members 
Mstep: Class 2 contains 83742 members 
Entering Unmasked Estep 
Score: -21237162.000000 Penalty: 5967.481445
	Iteration 0F: 3 clusters Score -2.123716e+07 nChanged 80379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86232 members 
Mstep: Class 2 contains 81683 members 
Entering Unmasked Estep 
Score: -21284148.000000 Penalty: 5967.481445
	Iteration 1F: 3 clusters Score -2.128415e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87519 members 
Mstep: Class 2 contains 80396 members 
Entering Unmasked Estep 
Score: -21285676.000000 Penalty: 5967.481445
	Iteration 2Q: 3 clusters Score -2.128568e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 78614 members 
Entering Unmasked Estep 
Score: -21287598.000000 Penalty: 5967.481445
	Iteration 3Q: 3 clusters Score -2.12876e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91635 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -21290700.000000 Penalty: 5967.481445
	Iteration 4Q: 3 clusters Score -2.12907e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94729 members 
Mstep: Class 2 contains 73186 members 
Entering Unmasked Estep 
Score: -21295086.000000 Penalty: 5967.481445
	Iteration 5Q: 3 clusters Score -2.129509e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98427 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -21301218.000000 Penalty: 5967.481445
	Iteration 6F: 3 clusters Score -2.130122e+07 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102417 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -21308794.000000 Penalty: 5967.481445
	Iteration 7F: 3 clusters Score -2.130879e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105946 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -21315912.000000 Penalty: 5967.481445
	Iteration 8F: 3 clusters Score -2.131591e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108752 members 
Mstep: Class 2 contains 59163 members 
Entering Unmasked Estep 
Score: -21321118.000000 Penalty: 5967.481445
	Iteration 9F: 3 clusters Score -2.132112e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110943 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -21323992.000000 Penalty: 5967.481445
	Iteration 10Q: 3 clusters Score -2.132399e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112973 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -21325546.000000 Penalty: 5967.481445
	Iteration 11Q: 3 clusters Score -2.132555e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114924 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -21326384.000000 Penalty: 5967.481445
	Iteration 12Q: 3 clusters Score -2.132638e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116960 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -21327060.000000 Penalty: 5967.481445
	Iteration 13Q: 3 clusters Score -2.132706e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119007 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -21327570.000000 Penalty: 5967.481445
	Iteration 14Q: 3 clusters Score -2.132757e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121189 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -21328156.000000 Penalty: 5967.481445
	Iteration 15Q: 3 clusters Score -2.132816e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123438 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -21328706.000000 Penalty: 5967.481445
	Iteration 16Q: 3 clusters Score -2.132871e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125843 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -21329470.000000 Penalty: 5967.481445
	Iteration 17Q: 3 clusters Score -2.132947e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128395 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -21330222.000000 Penalty: 5967.481445
	Iteration 18Q: 3 clusters Score -2.133022e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131007 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -21330954.000000 Penalty: 5967.481445
	Iteration 19Q: 3 clusters Score -2.133095e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133786 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -21331810.000000 Penalty: 5967.481445
	Iteration 20F: 3 clusters Score -2.133181e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136749 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -21332738.000000 Penalty: 5967.481445
	Iteration 21Q: 3 clusters Score -2.133274e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139750 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -21333860.000000 Penalty: 5967.481445
	Iteration 22Q: 3 clusters Score -2.133386e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142855 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -21335018.000000 Penalty: 5967.481445
	Iteration 23Q: 3 clusters Score -2.133502e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145896 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -21336152.000000 Penalty: 5967.481445
	Iteration 24Q: 3 clusters Score -2.133615e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148898 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -21337432.000000 Penalty: 5967.481445
	Iteration 25Q: 3 clusters Score -2.133743e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151753 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -21338742.000000 Penalty: 5967.481445
	Iteration 26Q: 3 clusters Score -2.133874e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154299 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -21339844.000000 Penalty: 5967.481445
	Iteration 27Q: 3 clusters Score -2.133984e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156622 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -21340946.000000 Penalty: 5967.481445
	Iteration 28Q: 3 clusters Score -2.134095e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158703 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -21341866.000000 Penalty: 5967.481445
	Iteration 29Q: 3 clusters Score -2.134187e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160458 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -21342450.000000 Penalty: 5967.481445
	Iteration 30Q: 3 clusters Score -2.134245e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161919 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -21343058.000000 Penalty: 5967.481445
	Iteration 31Q: 3 clusters Score -2.134306e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162990 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -21343308.000000 Penalty: 5967.481445
	Iteration 32Q: 3 clusters Score -2.134331e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163823 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -21343644.000000 Penalty: 5967.481445
	Iteration 33Q: 3 clusters Score -2.134364e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164455 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -21343822.000000 Penalty: 5967.481445
	Iteration 34Q: 3 clusters Score -2.134382e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164956 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -21343906.000000 Penalty: 5967.481445
	Iteration 35Q: 3 clusters Score -2.134391e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165350 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -21343940.000000 Penalty: 5967.481445
	Iteration 36Q: 3 clusters Score -2.134394e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165638 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21344018.000000 Penalty: 5967.481445
	Iteration 37Q: 3 clusters Score -2.134402e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165852 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -21344116.000000 Penalty: 5967.481445
	Iteration 38Q: 3 clusters Score -2.134412e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166012 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -21344188.000000 Penalty: 5967.481445
	Iteration 39Q: 3 clusters Score -2.134419e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166148 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -21344226.000000 Penalty: 5967.481445
	Iteration 40F: 3 clusters Score -2.134423e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166245 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -21344270.000000 Penalty: 5967.481445
	Iteration 41Q: 3 clusters Score -2.134427e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166328 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -21344344.000000 Penalty: 5967.481445
	Iteration 42Q: 3 clusters Score -2.134434e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166394 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -21344356.000000 Penalty: 5967.481445
	Iteration 43Q: 3 clusters Score -2.134436e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166451 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -21344356.000000 Penalty: 5967.481445
	Iteration 44Q: 3 clusters Score -2.134436e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166495 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -21344356.000000 Penalty: 5967.481445
	Iteration 45Q: 3 clusters Score -2.134436e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166544 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -21344388.000000 Penalty: 5967.481445
	Iteration 46Q: 3 clusters Score -2.134439e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166576 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -21344398.000000 Penalty: 5967.481445
	Iteration 47Q: 3 clusters Score -2.13444e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166601 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -21344420.000000 Penalty: 5967.481445
	Iteration 48Q: 3 clusters Score -2.134442e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166625 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -21344426.000000 Penalty: 5967.481445
	Iteration 49Q: 3 clusters Score -2.134443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166645 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -21344446.000000 Penalty: 5967.481445
	Iteration 50Q: 3 clusters Score -2.134445e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166672 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -21344468.000000 Penalty: 5967.481445
	Iteration 51Q: 3 clusters Score -2.134447e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166696 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21344452.000000 Penalty: 5967.481445
	Iteration 52Q: 3 clusters Score -2.134445e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166715 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -21344468.000000 Penalty: 5967.481445
	Iteration 53Q: 3 clusters Score -2.134447e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166733 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -21344484.000000 Penalty: 5967.481445
	Iteration 54Q: 3 clusters Score -2.134448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166746 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -21344480.000000 Penalty: 5967.481445
	Iteration 55Q: 3 clusters Score -2.134448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166755 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -21344490.000000 Penalty: 5967.481445
	Iteration 56Q: 3 clusters Score -2.134449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166767 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -21344508.000000 Penalty: 5967.481445
	Iteration 57Q: 3 clusters Score -2.134451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166784 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -21344506.000000 Penalty: 5967.481445
	Iteration 58Q: 3 clusters Score -2.134451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166794 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -21344502.000000 Penalty: 5967.481445
	Iteration 59Q: 3 clusters Score -2.13445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166799 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -21344498.000000 Penalty: 5967.481445
	Iteration 60F: 3 clusters Score -2.13445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166807 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -21344506.000000 Penalty: 5967.481445
	Iteration 61Q: 3 clusters Score -2.134451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166817 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -21344506.000000 Penalty: 5967.481445
	Iteration 62Q: 3 clusters Score -2.134451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166823 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -21344504.000000 Penalty: 5967.481445
	Iteration 63Q: 3 clusters Score -2.13445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166830 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -21344494.000000 Penalty: 5967.481445
	Iteration 64Q: 3 clusters Score -2.134449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166836 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -21344480.000000 Penalty: 5967.481445
	Iteration 65Q: 3 clusters Score -2.134448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166842 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -21344492.000000 Penalty: 5967.481445
	Iteration 66Q: 3 clusters Score -2.134449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166854 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -21344500.000000 Penalty: 5967.481445
	Iteration 67Q: 3 clusters Score -2.13445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166859 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -21344508.000000 Penalty: 5967.481445
	Iteration 68Q: 3 clusters Score -2.134451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166862 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -21344502.000000 Penalty: 5967.481445
	Iteration 69Q: 3 clusters Score -2.13445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166866 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -21344504.000000 Penalty: 5967.481445
	Iteration 70Q: 3 clusters Score -2.13445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166870 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -21344508.000000 Penalty: 5967.481445
	Iteration 71Q: 3 clusters Score -2.134451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166872 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21344514.000000 Penalty: 5967.481445
	Iteration 72Q: 3 clusters Score -2.134451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166873 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -21344512.000000 Penalty: 5967.481445
	Iteration 73Q: 3 clusters Score -2.134451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166872 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21344512.000000 Penalty: 5967.481445
	Iteration 74Q: 3 clusters Score -2.134451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166872 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21344512.000000 Penalty: 5967.481445
	Iteration 75F: 3 clusters Score -2.134451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (74504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74504 members 
Entering Unmasked Estep 
Score: -9612573.000000 Penalty: 2782.214844
	Iteration 0F: 2 clusters Score -9612573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -9562803.000000 Penalty: 5564.429688
	Iteration 0F: 3 clusters Score -9562803 nChanged 35123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -9582316.000000 Penalty: 5564.429688
	Iteration 1F: 3 clusters Score -9582316 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -9582888.000000 Penalty: 5564.429688
	Iteration 2Q: 3 clusters Score -9582888 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -9583318.000000 Penalty: 5564.429688
	Iteration 3Q: 3 clusters Score -9583318 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -9583820.000000 Penalty: 5564.429688
	Iteration 4Q: 3 clusters Score -9583820 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -9584497.000000 Penalty: 5564.429688
	Iteration 5Q: 3 clusters Score -9584497 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -9585421.000000 Penalty: 5564.429688
	Iteration 6Q: 3 clusters Score -9585421 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -9587036.000000 Penalty: 5564.429688
	Iteration 7Q: 3 clusters Score -9587036 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -9589828.000000 Penalty: 5564.429688
	Iteration 8F: 3 clusters Score -9589828 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -9594186.000000 Penalty: 5564.429688
	Iteration 9F: 3 clusters Score -9594186 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -9599699.000000 Penalty: 5564.429688
	Iteration 10F: 3 clusters Score -9599699 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -9604788.000000 Penalty: 5564.429688
	Iteration 11F: 3 clusters Score -9604788 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -9607870.000000 Penalty: 5564.429688
	Iteration 12Q: 3 clusters Score -9607870 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9609234.000000 Penalty: 5564.429688
	Iteration 13Q: 3 clusters Score -9609234 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9609702.000000 Penalty: 5564.429688
	Iteration 14Q: 3 clusters Score -9609702 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9609884.000000 Penalty: 5564.429688
	Iteration 15Q: 3 clusters Score -9609884 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74195 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9609982.000000 Penalty: 5564.429688
	Iteration 16Q: 3 clusters Score -9609982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74221 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9610013.000000 Penalty: 5564.429688
	Iteration 17Q: 3 clusters Score -9610013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74236 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9610039.000000 Penalty: 5564.429688
	Iteration 18Q: 3 clusters Score -9610039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74245 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9610055.000000 Penalty: 5564.429688
	Iteration 19Q: 3 clusters Score -9610055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74252 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9610070.000000 Penalty: 5564.429688
	Iteration 20F: 3 clusters Score -9610070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74256 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9610085.000000 Penalty: 5564.429688
	Iteration 21Q: 3 clusters Score -9610085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74259 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9610083.000000 Penalty: 5564.429688
	Iteration 22Q: 3 clusters Score -9610083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9610097.000000 Penalty: 5564.429688
	Iteration 23Q: 3 clusters Score -9610097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9610096.000000 Penalty: 5564.429688
	Iteration 24Q: 3 clusters Score -9610096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74269 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9610120.000000 Penalty: 5564.429688
	Iteration 25Q: 3 clusters Score -9610120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9610121.000000 Penalty: 5564.429688
	Iteration 26Q: 3 clusters Score -9610121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74274 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9610126.000000 Penalty: 5564.429688
	Iteration 27Q: 3 clusters Score -9610126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9610133.000000 Penalty: 5564.429688
	Iteration 28Q: 3 clusters Score -9610133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9610134.000000 Penalty: 5564.429688
	Iteration 29Q: 3 clusters Score -9610134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74271 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9610134.000000 Penalty: 5564.429688
	Iteration 30Q: 3 clusters Score -9610134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9610133.000000 Penalty: 5564.429688
	Iteration 31Q: 3 clusters Score -9610133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9610133.000000 Penalty: 5564.429688
	Iteration 32F: 3 clusters Score -9610133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Entering Unmasked Estep 
Score: -3703787.000000 Penalty: 2546.238037
	Iteration 0F: 2 clusters Score -3703787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3684155.250000 Penalty: 5092.476074
	Iteration 0F: 3 clusters Score -3684155 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3691019.250000 Penalty: 5092.476074
	Iteration 1F: 3 clusters Score -3691019 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3691432.500000 Penalty: 5092.476074
	Iteration 2Q: 3 clusters Score -3691432 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3691858.000000 Penalty: 5092.476074
	Iteration 3Q: 3 clusters Score -3691858 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3692361.750000 Penalty: 5092.476074
	Iteration 4Q: 3 clusters Score -3692362 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3692959.750000 Penalty: 5092.476074
	Iteration 5Q: 3 clusters Score -3692960 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3693643.000000 Penalty: 5092.476074
	Iteration 6Q: 3 clusters Score -3693643 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3694442.000000 Penalty: 5092.476074
	Iteration 7F: 3 clusters Score -3694442 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3695294.500000 Penalty: 5092.476074
	Iteration 8F: 3 clusters Score -3695294 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -3696272.250000 Penalty: 5092.476074
	Iteration 9F: 3 clusters Score -3696272 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3697393.500000 Penalty: 5092.476074
	Iteration 10F: 3 clusters Score -3697394 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3698352.500000 Penalty: 5092.476074
	Iteration 11F: 3 clusters Score -3698352 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3698949.000000 Penalty: 5092.476074
	Iteration 12Q: 3 clusters Score -3698949 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3699229.500000 Penalty: 5092.476074
	Iteration 13Q: 3 clusters Score -3699230 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -3699333.750000 Penalty: 5092.476074
	Iteration 14Q: 3 clusters Score -3699334 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3699398.500000 Penalty: 5092.476074
	Iteration 15Q: 3 clusters Score -3699398 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3699448.000000 Penalty: 5092.476074
	Iteration 16Q: 3 clusters Score -3699448 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3699492.500000 Penalty: 5092.476074
	Iteration 17Q: 3 clusters Score -3699492 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3699525.750000 Penalty: 5092.476074
	Iteration 18Q: 3 clusters Score -3699526 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -3699568.750000 Penalty: 5092.476074
	Iteration 19Q: 3 clusters Score -3699569 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -3699609.500000 Penalty: 5092.476074
	Iteration 20F: 3 clusters Score -3699610 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -3699662.500000 Penalty: 5092.476074
	Iteration 21Q: 3 clusters Score -3699662 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -3699703.750000 Penalty: 5092.476074
	Iteration 22Q: 3 clusters Score -3699704 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -3699732.500000 Penalty: 5092.476074
	Iteration 23Q: 3 clusters Score -3699732 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -3699781.250000 Penalty: 5092.476074
	Iteration 24Q: 3 clusters Score -3699781 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3699833.750000 Penalty: 5092.476074
	Iteration 25Q: 3 clusters Score -3699834 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3699856.750000 Penalty: 5092.476074
	Iteration 26Q: 3 clusters Score -3699857 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -3699896.000000 Penalty: 5092.476074
	Iteration 27Q: 3 clusters Score -3699896 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -3699908.250000 Penalty: 5092.476074
	Iteration 28Q: 3 clusters Score -3699908 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -3699939.250000 Penalty: 5092.476074
	Iteration 29Q: 3 clusters Score -3699939 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3699959.000000 Penalty: 5092.476074
	Iteration 30Q: 3 clusters Score -3699959 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -3700008.500000 Penalty: 5092.476074
	Iteration 31Q: 3 clusters Score -3700008 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3700038.750000 Penalty: 5092.476074
	Iteration 32Q: 3 clusters Score -3700039 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -3700069.250000 Penalty: 5092.476074
	Iteration 33Q: 3 clusters Score -3700069 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3700107.750000 Penalty: 5092.476074
	Iteration 34Q: 3 clusters Score -3700108 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -3700147.500000 Penalty: 5092.476074
	Iteration 35Q: 3 clusters Score -3700148 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3700168.750000 Penalty: 5092.476074
	Iteration 36Q: 3 clusters Score -3700169 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3700208.250000 Penalty: 5092.476074
	Iteration 37Q: 3 clusters Score -3700208 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -3700258.000000 Penalty: 5092.476074
	Iteration 38Q: 3 clusters Score -3700258 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3700281.500000 Penalty: 5092.476074
	Iteration 39Q: 3 clusters Score -3700282 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -3700315.750000 Penalty: 5092.476074
	Iteration 40F: 3 clusters Score -3700316 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -3700365.750000 Penalty: 5092.476074
	Iteration 41Q: 3 clusters Score -3700366 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -3700421.500000 Penalty: 5092.476074
	Iteration 42Q: 3 clusters Score -3700422 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -3700494.500000 Penalty: 5092.476074
	Iteration 43Q: 3 clusters Score -3700494 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -3700532.000000 Penalty: 5092.476074
	Iteration 44Q: 3 clusters Score -3700532 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3700581.250000 Penalty: 5092.476074
	Iteration 45Q: 3 clusters Score -3700581 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3700666.000000 Penalty: 5092.476074
	Iteration 46Q: 3 clusters Score -3700666 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -3700732.750000 Penalty: 5092.476074
	Iteration 47Q: 3 clusters Score -3700733 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3700812.750000 Penalty: 5092.476074
	Iteration 48Q: 3 clusters Score -3700813 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3700868.500000 Penalty: 5092.476074
	Iteration 49Q: 3 clusters Score -3700868 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3700950.000000 Penalty: 5092.476074
	Iteration 50Q: 3 clusters Score -3700950 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3701013.000000 Penalty: 5092.476074
	Iteration 51Q: 3 clusters Score -3701013 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3701061.750000 Penalty: 5092.476074
	Iteration 52Q: 3 clusters Score -3701062 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3701111.750000 Penalty: 5092.476074
	Iteration 53Q: 3 clusters Score -3701112 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3701154.750000 Penalty: 5092.476074
	Iteration 54Q: 3 clusters Score -3701155 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3701203.500000 Penalty: 5092.476074
	Iteration 55Q: 3 clusters Score -3701204 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3701243.250000 Penalty: 5092.476074
	Iteration 56Q: 3 clusters Score -3701243 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -3701293.750000 Penalty: 5092.476074
	Iteration 57Q: 3 clusters Score -3701294 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3701337.000000 Penalty: 5092.476074
	Iteration 58Q: 3 clusters Score -3701337 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3701371.250000 Penalty: 5092.476074
	Iteration 59Q: 3 clusters Score -3701371 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -3701415.500000 Penalty: 5092.476074
	Iteration 60F: 3 clusters Score -3701416 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3701444.500000 Penalty: 5092.476074
	Iteration 61Q: 3 clusters Score -3701444 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3701480.000000 Penalty: 5092.476074
	Iteration 62Q: 3 clusters Score -3701480 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -3701500.750000 Penalty: 5092.476074
	Iteration 63Q: 3 clusters Score -3701501 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3701531.250000 Penalty: 5092.476074
	Iteration 64Q: 3 clusters Score -3701531 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3701544.750000 Penalty: 5092.476074
	Iteration 65Q: 3 clusters Score -3701545 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3701558.750000 Penalty: 5092.476074
	Iteration 66Q: 3 clusters Score -3701559 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3701565.250000 Penalty: 5092.476074
	Iteration 67Q: 3 clusters Score -3701565 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -3701573.750000 Penalty: 5092.476074
	Iteration 68Q: 3 clusters Score -3701574 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3701592.500000 Penalty: 5092.476074
	Iteration 69Q: 3 clusters Score -3701592 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -3701599.500000 Penalty: 5092.476074
	Iteration 70Q: 3 clusters Score -3701600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -3701614.000000 Penalty: 5092.476074
	Iteration 71Q: 3 clusters Score -3701614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3701624.000000 Penalty: 5092.476074
	Iteration 72Q: 3 clusters Score -3701624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -3701637.500000 Penalty: 5092.476074
	Iteration 73Q: 3 clusters Score -3701638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3701648.250000 Penalty: 5092.476074
	Iteration 74Q: 3 clusters Score -3701648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -3701650.500000 Penalty: 5092.476074
	Iteration 75Q: 3 clusters Score -3701650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3701660.250000 Penalty: 5092.476074
	Iteration 76Q: 3 clusters Score -3701660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -3701666.750000 Penalty: 5092.476074
	Iteration 77Q: 3 clusters Score -3701667 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -3701673.000000 Penalty: 5092.476074
	Iteration 78Q: 3 clusters Score -3701673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3701676.750000 Penalty: 5092.476074
	Iteration 79Q: 3 clusters Score -3701677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3701684.250000 Penalty: 5092.476074
	Iteration 80F: 3 clusters Score -3701684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3701690.750000 Penalty: 5092.476074
	Iteration 81Q: 3 clusters Score -3701691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3701687.750000 Penalty: 5092.476074
	Iteration 82Q: 3 clusters Score -3701688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -3701694.250000 Penalty: 5092.476074
	Iteration 83Q: 3 clusters Score -3701694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -3701703.500000 Penalty: 5092.476074
	Iteration 84Q: 3 clusters Score -3701704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3701715.750000 Penalty: 5092.476074
	Iteration 85Q: 3 clusters Score -3701716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -3701719.750000 Penalty: 5092.476074
	Iteration 86Q: 3 clusters Score -3701720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3701722.000000 Penalty: 5092.476074
	Iteration 87Q: 3 clusters Score -3701722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -3701731.000000 Penalty: 5092.476074
	Iteration 88Q: 3 clusters Score -3701731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3701734.750000 Penalty: 5092.476074
	Iteration 89Q: 3 clusters Score -3701735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3701734.750000 Penalty: 5092.476074
	Iteration 90Q: 3 clusters Score -3701735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3701737.750000 Penalty: 5092.476074
	Iteration 91Q: 3 clusters Score -3701738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3701742.750000 Penalty: 5092.476074
	Iteration 92Q: 3 clusters Score -3701743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3701750.500000 Penalty: 5092.476074
	Iteration 93Q: 3 clusters Score -3701750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -3701754.750000 Penalty: 5092.476074
	Iteration 94Q: 3 clusters Score -3701755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3701754.500000 Penalty: 5092.476074
	Iteration 95Q: 3 clusters Score -3701754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3701754.500000 Penalty: 5092.476074
	Iteration 96F: 3 clusters Score -3701754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Entering Unmasked Estep 
Score: -186687.468750 Penalty: 1829.994019
	Iteration 0F: 2 clusters Score -186687.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -184328.359375 Penalty: 3659.988037
	Iteration 0F: 3 clusters Score -184328.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -184688.234375 Penalty: 3659.988037
	Iteration 1F: 3 clusters Score -184688.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -184799.125000 Penalty: 3659.988037
	Iteration 2F: 3 clusters Score -184799.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -184878.593750 Penalty: 3659.988037
	Iteration 3Q: 3 clusters Score -184878.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -184938.359375 Penalty: 3659.988037
	Iteration 4Q: 3 clusters Score -184938.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -184982.281250 Penalty: 3659.988037
	Iteration 5Q: 3 clusters Score -184982.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -185023.187500 Penalty: 3659.988037
	Iteration 6Q: 3 clusters Score -185023.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -185069.421875 Penalty: 3659.988037
	Iteration 7Q: 3 clusters Score -185069.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -185099.125000 Penalty: 3659.988037
	Iteration 8Q: 3 clusters Score -185099.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -185117.437500 Penalty: 3659.988037
	Iteration 9Q: 3 clusters Score -185117.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -185140.187500 Penalty: 3659.988037
	Iteration 10Q: 3 clusters Score -185140.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -185171.546875 Penalty: 3659.988037
	Iteration 11Q: 3 clusters Score -185171.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -185209.578125 Penalty: 3659.988037
	Iteration 12Q: 3 clusters Score -185209.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -185267.437500 Penalty: 3659.988037
	Iteration 13Q: 3 clusters Score -185267.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -185315.437500 Penalty: 3659.988037
	Iteration 14Q: 3 clusters Score -185315.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -185369.453125 Penalty: 3659.988037
	Iteration 15Q: 3 clusters Score -185369.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -185426.250000 Penalty: 3659.988037
	Iteration 16Q: 3 clusters Score -185426.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -185510.828125 Penalty: 3659.988037
	Iteration 17Q: 3 clusters Score -185510.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -185609.593750 Penalty: 3659.988037
	Iteration 18Q: 3 clusters Score -185609.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -185685.890625 Penalty: 3659.988037
	Iteration 19Q: 3 clusters Score -185685.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -185728.078125 Penalty: 3659.988037
	Iteration 20F: 3 clusters Score -185728.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -185771.234375 Penalty: 3659.988037
	Iteration 21Q: 3 clusters Score -185771.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -185800.859375 Penalty: 3659.988037
	Iteration 22Q: 3 clusters Score -185800.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -185810.375000 Penalty: 3659.988037
	Iteration 23Q: 3 clusters Score -185810.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -185815.484375 Penalty: 3659.988037
	Iteration 24Q: 3 clusters Score -185815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -185818.390625 Penalty: 3659.988037
	Iteration 25Q: 3 clusters Score -185818.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -185823.406250 Penalty: 3659.988037
	Iteration 26Q: 3 clusters Score -185823.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -185824.859375 Penalty: 3659.988037
	Iteration 27Q: 3 clusters Score -185824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -185825.859375 Penalty: 3659.988037
	Iteration 28Q: 3 clusters Score -185825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -185826.109375 Penalty: 3659.988037
	Iteration 29Q: 3 clusters Score -185826.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -185826.109375 Penalty: 3659.988037
	Iteration 30F: 3 clusters Score -185826.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Entering Unmasked Estep 
Score: -1011027.625000 Penalty: 2237.206543
	Iteration 0F: 2 clusters Score -1011028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1004410.875000 Penalty: 4474.413086
	Iteration 0F: 3 clusters Score -1004411 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1006273.562500 Penalty: 4474.413086
	Iteration 1F: 3 clusters Score -1006274 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1006614.250000 Penalty: 4474.413086
	Iteration 2F: 3 clusters Score -1006614 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1006902.875000 Penalty: 4474.413086
	Iteration 3F: 3 clusters Score -1006903 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1007163.750000 Penalty: 4474.413086
	Iteration 4F: 3 clusters Score -1007164 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1007418.437500 Penalty: 4474.413086
	Iteration 5Q: 3 clusters Score -1007418 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1007680.687500 Penalty: 4474.413086
	Iteration 6Q: 3 clusters Score -1007681 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1007936.062500 Penalty: 4474.413086
	Iteration 7Q: 3 clusters Score -1007936 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1008162.937500 Penalty: 4474.413086
	Iteration 8Q: 3 clusters Score -1008163 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1008352.187500 Penalty: 4474.413086
	Iteration 9Q: 3 clusters Score -1008352 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1008488.750000 Penalty: 4474.413086
	Iteration 10Q: 3 clusters Score -1008489 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1008610.750000 Penalty: 4474.413086
	Iteration 11Q: 3 clusters Score -1008611 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1008732.062500 Penalty: 4474.413086
	Iteration 12Q: 3 clusters Score -1008732 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1008854.562500 Penalty: 4474.413086
	Iteration 13Q: 3 clusters Score -1008855 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1008950.562500 Penalty: 4474.413086
	Iteration 14Q: 3 clusters Score -1008951 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1009035.750000 Penalty: 4474.413086
	Iteration 15Q: 3 clusters Score -1009036 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1009099.750000 Penalty: 4474.413086
	Iteration 16Q: 3 clusters Score -1009100 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1009150.875000 Penalty: 4474.413086
	Iteration 17Q: 3 clusters Score -1009151 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1009184.625000 Penalty: 4474.413086
	Iteration 18Q: 3 clusters Score -1009185 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1009206.750000 Penalty: 4474.413086
	Iteration 19Q: 3 clusters Score -1009207 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1009225.750000 Penalty: 4474.413086
	Iteration 20F: 3 clusters Score -1009226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1009242.875000 Penalty: 4474.413086
	Iteration 21Q: 3 clusters Score -1009243 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1009259.562500 Penalty: 4474.413086
	Iteration 22Q: 3 clusters Score -1009260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1009281.625000 Penalty: 4474.413086
	Iteration 23Q: 3 clusters Score -1009282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1009296.125000 Penalty: 4474.413086
	Iteration 24Q: 3 clusters Score -1009296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1009305.312500 Penalty: 4474.413086
	Iteration 25Q: 3 clusters Score -1009305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1009317.125000 Penalty: 4474.413086
	Iteration 26Q: 3 clusters Score -1009317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1009329.625000 Penalty: 4474.413086
	Iteration 27Q: 3 clusters Score -1009330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1009342.687500 Penalty: 4474.413086
	Iteration 28Q: 3 clusters Score -1009343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1009354.625000 Penalty: 4474.413086
	Iteration 29Q: 3 clusters Score -1009355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1009358.562500 Penalty: 4474.413086
	Iteration 30Q: 3 clusters Score -1009359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1009367.312500 Penalty: 4474.413086
	Iteration 31Q: 3 clusters Score -1009367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1009370.625000 Penalty: 4474.413086
	Iteration 32Q: 3 clusters Score -1009371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1009379.375000 Penalty: 4474.413086
	Iteration 33Q: 3 clusters Score -1009379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1009386.312500 Penalty: 4474.413086
	Iteration 34Q: 3 clusters Score -1009386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1009389.937500 Penalty: 4474.413086
	Iteration 35Q: 3 clusters Score -1009390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1009397.812500 Penalty: 4474.413086
	Iteration 36Q: 3 clusters Score -1009398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1009404.812500 Penalty: 4474.413086
	Iteration 37Q: 3 clusters Score -1009405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1009420.625000 Penalty: 4474.413086
	Iteration 38Q: 3 clusters Score -1009421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1009437.375000 Penalty: 4474.413086
	Iteration 39Q: 3 clusters Score -1009437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1009467.125000 Penalty: 4474.413086
	Iteration 40F: 3 clusters Score -1009467 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1009513.750000 Penalty: 4474.413086
	Iteration 41Q: 3 clusters Score -1009514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1009568.062500 Penalty: 4474.413086
	Iteration 42Q: 3 clusters Score -1009568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1009616.687500 Penalty: 4474.413086
	Iteration 43Q: 3 clusters Score -1009617 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1009652.187500 Penalty: 4474.413086
	Iteration 44Q: 3 clusters Score -1009652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1009682.812500 Penalty: 4474.413086
	Iteration 45Q: 3 clusters Score -1009683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1009694.687500 Penalty: 4474.413086
	Iteration 46Q: 3 clusters Score -1009695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1009709.812500 Penalty: 4474.413086
	Iteration 47Q: 3 clusters Score -1009710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1009717.937500 Penalty: 4474.413086
	Iteration 48Q: 3 clusters Score -1009718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1009722.000000 Penalty: 4474.413086
	Iteration 49Q: 3 clusters Score -1009722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1009723.937500 Penalty: 4474.413086
	Iteration 50Q: 3 clusters Score -1009724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1009724.312500 Penalty: 4474.413086
	Iteration 51Q: 3 clusters Score -1009724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1009728.750000 Penalty: 4474.413086
	Iteration 52Q: 3 clusters Score -1009729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1009730.750000 Penalty: 4474.413086
	Iteration 53Q: 3 clusters Score -1009731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1009731.625000 Penalty: 4474.413086
	Iteration 54Q: 3 clusters Score -1009732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1009731.625000 Penalty: 4474.413086
	Iteration 55F: 3 clusters Score -1009732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Entering Unmasked Estep 
Score: -515985.000000 Penalty: 2067.246582
	Iteration 0F: 2 clusters Score -515985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -512028.843750 Penalty: 4134.493164
	Iteration 0F: 3 clusters Score -512028.8 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -512945.656250 Penalty: 4134.493164
	Iteration 1F: 3 clusters Score -512945.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -513241.187500 Penalty: 4134.493164
	Iteration 2F: 3 clusters Score -513241.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -513527.906250 Penalty: 4134.493164
	Iteration 3F: 3 clusters Score -513527.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -513821.281250 Penalty: 4134.493164
	Iteration 4F: 3 clusters Score -513821.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -514072.875000 Penalty: 4134.493164
	Iteration 5F: 3 clusters Score -514072.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -514299.687500 Penalty: 4134.493164
	Iteration 6F: 3 clusters Score -514299.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -514520.687500 Penalty: 4134.493164
	Iteration 7Q: 3 clusters Score -514520.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -514753.781250 Penalty: 4134.493164
	Iteration 8Q: 3 clusters Score -514753.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -514971.250000 Penalty: 4134.493164
	Iteration 9Q: 3 clusters Score -514971.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -515091.750000 Penalty: 4134.493164
	Iteration 10Q: 3 clusters Score -515091.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -515160.843750 Penalty: 4134.493164
	Iteration 11Q: 3 clusters Score -515160.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -515208.812500 Penalty: 4134.493164
	Iteration 12Q: 3 clusters Score -515208.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -515258.187500 Penalty: 4134.493164
	Iteration 13Q: 3 clusters Score -515258.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -515315.437500 Penalty: 4134.493164
	Iteration 14Q: 3 clusters Score -515315.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -515371.406250 Penalty: 4134.493164
	Iteration 15Q: 3 clusters Score -515371.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -515418.187500 Penalty: 4134.493164
	Iteration 16Q: 3 clusters Score -515418.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -515459.093750 Penalty: 4134.493164
	Iteration 17Q: 3 clusters Score -515459.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -515492.312500 Penalty: 4134.493164
	Iteration 18Q: 3 clusters Score -515492.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -515515.281250 Penalty: 4134.493164
	Iteration 19Q: 3 clusters Score -515515.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -515541.562500 Penalty: 4134.493164
	Iteration 20F: 3 clusters Score -515541.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -515559.625000 Penalty: 4134.493164
	Iteration 21Q: 3 clusters Score -515559.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -515576.062500 Penalty: 4134.493164
	Iteration 22Q: 3 clusters Score -515576.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -515587.156250 Penalty: 4134.493164
	Iteration 23Q: 3 clusters Score -515587.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -515593.968750 Penalty: 4134.493164
	Iteration 24Q: 3 clusters Score -515594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -515603.312500 Penalty: 4134.493164
	Iteration 25Q: 3 clusters Score -515603.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -515617.125000 Penalty: 4134.493164
	Iteration 26Q: 3 clusters Score -515617.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -515632.406250 Penalty: 4134.493164
	Iteration 27Q: 3 clusters Score -515632.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -515649.625000 Penalty: 4134.493164
	Iteration 28Q: 3 clusters Score -515649.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -515670.781250 Penalty: 4134.493164
	Iteration 29Q: 3 clusters Score -515670.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -515692.500000 Penalty: 4134.493164
	Iteration 30Q: 3 clusters Score -515692.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -515726.937500 Penalty: 4134.493164
	Iteration 31Q: 3 clusters Score -515726.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -515777.468750 Penalty: 4134.493164
	Iteration 32Q: 3 clusters Score -515777.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -515857.625000 Penalty: 4134.493164
	Iteration 33Q: 3 clusters Score -515857.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -515968.625000 Penalty: 4134.493164
	Iteration 34Q: 3 clusters Score -515968.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -516120.125000 Penalty: 4134.493164
	Iteration 35Q: 3 clusters Score -516120.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -516253.250000 Penalty: 4134.493164
	Iteration 36Q: 3 clusters Score -516253.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -516348.718750 Penalty: 4134.493164
	Iteration 37Q: 3 clusters Score -516348.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -516407.093750 Penalty: 4134.493164
	Iteration 38Q: 3 clusters Score -516407.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -516437.968750 Penalty: 4134.493164
	Iteration 39Q: 3 clusters Score -516438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -516467.031250 Penalty: 4134.493164
	Iteration 40F: 3 clusters Score -516467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -516488.656250 Penalty: 4134.493164
	Iteration 41Q: 3 clusters Score -516488.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -516512.281250 Penalty: 4134.493164
	Iteration 42Q: 3 clusters Score -516512.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -516533.875000 Penalty: 4134.493164
	Iteration 43Q: 3 clusters Score -516533.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -516548.843750 Penalty: 4134.493164
	Iteration 44Q: 3 clusters Score -516548.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -516556.687500 Penalty: 4134.493164
	Iteration 45Q: 3 clusters Score -516556.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -516559.468750 Penalty: 4134.493164
	Iteration 46Q: 3 clusters Score -516559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -516560.812500 Penalty: 4134.493164
	Iteration 47Q: 3 clusters Score -516560.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -516561.468750 Penalty: 4134.493164
	Iteration 48Q: 3 clusters Score -516561.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -516560.625000 Penalty: 4134.493164
	Iteration 49Q: 3 clusters Score -516560.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -516560.625000 Penalty: 4134.493164
	Iteration 50F: 3 clusters Score -516560.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 157820 members 
Mstep: Class 3 contains 183664 members 
Mstep: Class 4 contains 584 members 
Mstep: Class 5 contains 848 members 
Mstep: Class 6 contains 11138 members 
Mstep: Class 7 contains 158126 members 
Mstep: Class 8 contains 77541 members 
Mstep: Class 9 contains 154460 members 
Mstep: Class 10 contains 81721 members 
Mstep: Class 11 contains 85060 members 
Mstep: Class 12 contains 167915 members 
Mstep: Class 13 contains 74504 members 
Mstep: Class 14 contains 28770 members 
Mstep: Class 15 contains 1602 members 
Mstep: Class 16 contains 8275 members 
Mstep: Class 17 contains 394 members 
Mstep: Class 18 contains 2346 members 
Mstep: Class 19 contains 1824 members 
Mstep: Class 20 contains 92392 members 
Entering Unmasked Estep 
Score: -161326256.000000 Penalty: 69791.640625
Splitting cluster 18 changes total score from -161323616.000000 to -161326256.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 20 (92392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92392 members 
Entering Unmasked Estep 
Score: -11871676.000000 Penalty: 2835.581299
	Iteration 0F: 2 clusters Score -1.187168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -11810059.000000 Penalty: 5671.162598
	Iteration 0F: 3 clusters Score -1.181006e+07 nChanged 43599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -11835217.000000 Penalty: 5671.162598
	Iteration 1F: 3 clusters Score -1.183522e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -11836550.000000 Penalty: 5671.162598
	Iteration 2Q: 3 clusters Score -1.183655e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -11838605.000000 Penalty: 5671.162598
	Iteration 3Q: 3 clusters Score -1.18386e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -11841639.000000 Penalty: 5671.162598
	Iteration 4F: 3 clusters Score -1.184164e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -11846085.000000 Penalty: 5671.162598
	Iteration 5F: 3 clusters Score -1.184608e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -11852032.000000 Penalty: 5671.162598
	Iteration 6F: 3 clusters Score -1.185203e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -11857665.000000 Penalty: 5671.162598
	Iteration 7F: 3 clusters Score -1.185766e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -11861014.000000 Penalty: 5671.162598
	Iteration 8F: 3 clusters Score -1.186101e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67597 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -11862247.000000 Penalty: 5671.162598
	Iteration 9Q: 3 clusters Score -1.186225e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -11862977.000000 Penalty: 5671.162598
	Iteration 10Q: 3 clusters Score -1.186298e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -11863500.000000 Penalty: 5671.162598
	Iteration 11Q: 3 clusters Score -1.18635e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71560 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -11863978.000000 Penalty: 5671.162598
	Iteration 12Q: 3 clusters Score -1.186398e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72753 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -11864423.000000 Penalty: 5671.162598
	Iteration 13Q: 3 clusters Score -1.186442e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73916 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -11864772.000000 Penalty: 5671.162598
	Iteration 14Q: 3 clusters Score -1.186477e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74993 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -11865092.000000 Penalty: 5671.162598
	Iteration 15Q: 3 clusters Score -1.186509e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -11865431.000000 Penalty: 5671.162598
	Iteration 16Q: 3 clusters Score -1.186543e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77088 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -11865783.000000 Penalty: 5671.162598
	Iteration 17Q: 3 clusters Score -1.186578e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78048 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -11866076.000000 Penalty: 5671.162598
	Iteration 18Q: 3 clusters Score -1.186608e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -11866431.000000 Penalty: 5671.162598
	Iteration 19Q: 3 clusters Score -1.186643e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80011 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -11866711.000000 Penalty: 5671.162598
	Iteration 20F: 3 clusters Score -1.186671e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80904 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -11866987.000000 Penalty: 5671.162598
	Iteration 21Q: 3 clusters Score -1.186699e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -11867334.000000 Penalty: 5671.162598
	Iteration 22Q: 3 clusters Score -1.186733e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82516 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -11867503.000000 Penalty: 5671.162598
	Iteration 23Q: 3 clusters Score -1.18675e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83269 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -11867759.000000 Penalty: 5671.162598
	Iteration 24Q: 3 clusters Score -1.186776e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -11868018.000000 Penalty: 5671.162598
	Iteration 25Q: 3 clusters Score -1.186802e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -11868202.000000 Penalty: 5671.162598
	Iteration 26Q: 3 clusters Score -1.18682e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85124 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -11868362.000000 Penalty: 5671.162598
	Iteration 27Q: 3 clusters Score -1.186836e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85617 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -11868434.000000 Penalty: 5671.162598
	Iteration 28Q: 3 clusters Score -1.186843e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86070 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -11868504.000000 Penalty: 5671.162598
	Iteration 29Q: 3 clusters Score -1.18685e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86458 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -11868629.000000 Penalty: 5671.162598
	Iteration 30Q: 3 clusters Score -1.186863e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86832 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -11868728.000000 Penalty: 5671.162598
	Iteration 31Q: 3 clusters Score -1.186873e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -11868868.000000 Penalty: 5671.162598
	Iteration 32Q: 3 clusters Score -1.186887e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87536 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -11868979.000000 Penalty: 5671.162598
	Iteration 33Q: 3 clusters Score -1.186898e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -11869065.000000 Penalty: 5671.162598
	Iteration 34Q: 3 clusters Score -1.186906e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -11869144.000000 Penalty: 5671.162598
	Iteration 35Q: 3 clusters Score -1.186914e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88339 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -11869206.000000 Penalty: 5671.162598
	Iteration 36Q: 3 clusters Score -1.186921e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88573 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -11869297.000000 Penalty: 5671.162598
	Iteration 37Q: 3 clusters Score -1.18693e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88787 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -11869373.000000 Penalty: 5671.162598
	Iteration 38Q: 3 clusters Score -1.186937e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -11869424.000000 Penalty: 5671.162598
	Iteration 39Q: 3 clusters Score -1.186942e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89158 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -11869470.000000 Penalty: 5671.162598
	Iteration 40F: 3 clusters Score -1.186947e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -11869490.000000 Penalty: 5671.162598
	Iteration 41Q: 3 clusters Score -1.186949e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -11869541.000000 Penalty: 5671.162598
	Iteration 42Q: 3 clusters Score -1.186954e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89557 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -11869556.000000 Penalty: 5671.162598
	Iteration 43Q: 3 clusters Score -1.186956e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89672 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -11869593.000000 Penalty: 5671.162598
	Iteration 44Q: 3 clusters Score -1.186959e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89779 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -11869626.000000 Penalty: 5671.162598
	Iteration 45Q: 3 clusters Score -1.186963e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -11869639.000000 Penalty: 5671.162598
	Iteration 46Q: 3 clusters Score -1.186964e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89942 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -11869663.000000 Penalty: 5671.162598
	Iteration 47Q: 3 clusters Score -1.186966e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89984 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -11869688.000000 Penalty: 5671.162598
	Iteration 48Q: 3 clusters Score -1.186969e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90018 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -11869712.000000 Penalty: 5671.162598
	Iteration 49Q: 3 clusters Score -1.186971e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90050 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -11869714.000000 Penalty: 5671.162598
	Iteration 50Q: 3 clusters Score -1.186971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90075 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -11869710.000000 Penalty: 5671.162598
	Iteration 51Q: 3 clusters Score -1.186971e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90097 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -11869706.000000 Penalty: 5671.162598
	Iteration 52Q: 3 clusters Score -1.186971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -11869713.000000 Penalty: 5671.162598
	Iteration 53Q: 3 clusters Score -1.186971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90116 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -11869709.000000 Penalty: 5671.162598
	Iteration 54Q: 3 clusters Score -1.186971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90122 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -11869700.000000 Penalty: 5671.162598
	Iteration 55Q: 3 clusters Score -1.18697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90127 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -11869708.000000 Penalty: 5671.162598
	Iteration 56Q: 3 clusters Score -1.186971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90131 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -11869719.000000 Penalty: 5671.162598
	Iteration 57Q: 3 clusters Score -1.186972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -11869718.000000 Penalty: 5671.162598
	Iteration 58Q: 3 clusters Score -1.186972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -11869718.000000 Penalty: 5671.162598
	Iteration 59Q: 3 clusters Score -1.186972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -11869721.000000 Penalty: 5671.162598
	Iteration 60F: 3 clusters Score -1.186972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90137 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -11869718.000000 Penalty: 5671.162598
	Iteration 61Q: 3 clusters Score -1.186972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -11869716.000000 Penalty: 5671.162598
	Iteration 62Q: 3 clusters Score -1.186972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90143 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -11869714.000000 Penalty: 5671.162598
	Iteration 63Q: 3 clusters Score -1.186971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90146 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -11869723.000000 Penalty: 5671.162598
	Iteration 64Q: 3 clusters Score -1.186972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90150 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -11869719.000000 Penalty: 5671.162598
	Iteration 65Q: 3 clusters Score -1.186972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90154 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -11869728.000000 Penalty: 5671.162598
	Iteration 66Q: 3 clusters Score -1.186973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -11869730.000000 Penalty: 5671.162598
	Iteration 67Q: 3 clusters Score -1.186973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -11869724.000000 Penalty: 5671.162598
	Iteration 68Q: 3 clusters Score -1.186972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90160 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -11869740.000000 Penalty: 5671.162598
	Iteration 69Q: 3 clusters Score -1.186974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90162 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -11869729.000000 Penalty: 5671.162598
	Iteration 70Q: 3 clusters Score -1.186973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90163 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -11869730.000000 Penalty: 5671.162598
	Iteration 71Q: 3 clusters Score -1.186973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90164 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -11869736.000000 Penalty: 5671.162598
	Iteration 72Q: 3 clusters Score -1.186974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90165 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -11869734.000000 Penalty: 5671.162598
	Iteration 73Q: 3 clusters Score -1.186973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90167 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -11869741.000000 Penalty: 5671.162598
	Iteration 74Q: 3 clusters Score -1.186974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -11869738.000000 Penalty: 5671.162598
	Iteration 75Q: 3 clusters Score -1.186974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -11869737.000000 Penalty: 5671.162598
	Iteration 76Q: 3 clusters Score -1.186974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90176 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -11869737.000000 Penalty: 5671.162598
	Iteration 77Q: 3 clusters Score -1.186974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90177 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -11869740.000000 Penalty: 5671.162598
	Iteration 78Q: 3 clusters Score -1.186974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90179 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -11869743.000000 Penalty: 5671.162598
	Iteration 79Q: 3 clusters Score -1.186974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -11869739.000000 Penalty: 5671.162598
	Iteration 80F: 3 clusters Score -1.186974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90182 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -11869745.000000 Penalty: 5671.162598
	Iteration 81Q: 3 clusters Score -1.186974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90185 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -11869745.000000 Penalty: 5671.162598
	Iteration 82Q: 3 clusters Score -1.186974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -11869739.000000 Penalty: 5671.162598
	Iteration 83Q: 3 clusters Score -1.186974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90197 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -11869736.000000 Penalty: 5671.162598
	Iteration 84Q: 3 clusters Score -1.186974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90200 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -11869741.000000 Penalty: 5671.162598
	Iteration 85Q: 3 clusters Score -1.186974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90200 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -11869741.000000 Penalty: 5671.162598
	Iteration 86F: 3 clusters Score -1.186974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 157820 members 
Mstep: Class 3 contains 183664 members 
Mstep: Class 4 contains 584 members 
Mstep: Class 6 contains 11138 members 
Mstep: Class 7 contains 158126 members 
Mstep: Class 8 contains 77541 members 
Mstep: Class 9 contains 154460 members 
Mstep: Class 10 contains 81721 members 
Mstep: Class 11 contains 85060 members 
Mstep: Class 12 contains 167915 members 
Mstep: Class 13 contains 74504 members 
Mstep: Class 14 contains 28770 members 
Mstep: Class 15 contains 1602 members 
Mstep: Class 16 contains 8275 members 
Mstep: Class 18 contains 2346 members 
Mstep: Class 20 contains 92392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326704.000000 Penalty: 69791.640625
Iteration 79Q: 21 clusters Score -1.613267e+08 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 157829 members 
Mstep: Class 3 contains 183640 members 
Mstep: Class 4 contains 688 members 
Mstep: Class 5 contains 847 members 
Mstep: Class 6 contains 11149 members 
Mstep: Class 7 contains 157875 members 
Mstep: Class 8 contains 77604 members 
Mstep: Class 9 contains 154484 members 
Mstep: Class 10 contains 81724 members 
Mstep: Class 11 contains 85091 members 
Mstep: Class 12 contains 167941 members 
Mstep: Class 13 contains 74607 members 
Mstep: Class 14 contains 28803 members 
Mstep: Class 15 contains 1603 members 
Mstep: Class 16 contains 8255 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 1783 members 
Mstep: Class 20 contains 92251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327152.000000 Penalty: 69791.640625
Iteration 80F: 21 clusters Score -1.613272e+08 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 157833 members 
Mstep: Class 3 contains 183625 members 
Mstep: Class 4 contains 721 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11158 members 
Mstep: Class 7 contains 157634 members 
Mstep: Class 8 contains 77683 members 
Mstep: Class 9 contains 154521 members 
Mstep: Class 10 contains 81739 members 
Mstep: Class 11 contains 85159 members 
Mstep: Class 12 contains 167893 members 
Mstep: Class 13 contains 74735 members 
Mstep: Class 14 contains 28849 members 
Mstep: Class 15 contains 1602 members 
Mstep: Class 16 contains 8245 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 92100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327552.000000 Penalty: 69791.640625
Iteration 81Q: 21 clusters Score -1.613276e+08 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 157840 members 
Mstep: Class 3 contains 183564 members 
Mstep: Class 4 contains 741 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11168 members 
Mstep: Class 7 contains 157504 members 
Mstep: Class 8 contains 77752 members 
Mstep: Class 9 contains 154486 members 
Mstep: Class 10 contains 81757 members 
Mstep: Class 11 contains 85266 members 
Mstep: Class 12 contains 167861 members 
Mstep: Class 13 contains 74872 members 
Mstep: Class 14 contains 28911 members 
Mstep: Class 15 contains 1604 members 
Mstep: Class 16 contains 8241 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 1798 members 
Mstep: Class 20 contains 91921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327616.000000 Penalty: 69791.640625
Iteration 82Q: 21 clusters Score -1.613276e+08 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 157825 members 
Mstep: Class 3 contains 183543 members 
Mstep: Class 4 contains 749 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11184 members 
Mstep: Class 7 contains 157352 members 
Mstep: Class 8 contains 77806 members 
Mstep: Class 9 contains 154430 members 
Mstep: Class 10 contains 81774 members 
Mstep: Class 11 contains 85359 members 
Mstep: Class 12 contains 167900 members 
Mstep: Class 13 contains 75010 members 
Mstep: Class 14 contains 28951 members 
Mstep: Class 15 contains 1611 members 
Mstep: Class 16 contains 8238 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 91754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328064.000000 Penalty: 69791.640625
Iteration 83Q: 21 clusters Score -1.613281e+08 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 157822 members 
Mstep: Class 3 contains 183601 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11198 members 
Mstep: Class 7 contains 157213 members 
Mstep: Class 8 contains 77862 members 
Mstep: Class 9 contains 154365 members 
Mstep: Class 10 contains 81781 members 
Mstep: Class 11 contains 85471 members 
Mstep: Class 12 contains 167864 members 
Mstep: Class 13 contains 75142 members 
Mstep: Class 14 contains 28990 members 
Mstep: Class 15 contains 1610 members 
Mstep: Class 16 contains 8234 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 91581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327680.000000 Penalty: 69791.640625
Iteration 84Q: 21 clusters Score -1.613277e+08 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 157809 members 
Mstep: Class 3 contains 183709 members 
Mstep: Class 4 contains 753 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11212 members 
Mstep: Class 7 contains 157020 members 
Mstep: Class 8 contains 77931 members 
Mstep: Class 9 contains 154264 members 
Mstep: Class 10 contains 81794 members 
Mstep: Class 11 contains 85567 members 
Mstep: Class 12 contains 167928 members 
Mstep: Class 13 contains 75227 members 
Mstep: Class 14 contains 29026 members 
Mstep: Class 15 contains 1611 members 
Mstep: Class 16 contains 8221 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 91414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328240.000000 Penalty: 69791.640625
Iteration 85Q: 21 clusters Score -1.613282e+08 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 157809 members 
Mstep: Class 3 contains 183779 members 
Mstep: Class 4 contains 753 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11225 members 
Mstep: Class 7 contains 156819 members 
Mstep: Class 8 contains 77988 members 
Mstep: Class 9 contains 154169 members 
Mstep: Class 10 contains 81819 members 
Mstep: Class 11 contains 85699 members 
Mstep: Class 12 contains 168003 members 
Mstep: Class 13 contains 75325 members 
Mstep: Class 14 contains 29051 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 91213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328624.000000 Penalty: 69791.640625
Iteration 86Q: 21 clusters Score -1.613286e+08 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 157799 members 
Mstep: Class 3 contains 183798 members 
Mstep: Class 4 contains 754 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11232 members 
Mstep: Class 7 contains 156661 members 
Mstep: Class 8 contains 78051 members 
Mstep: Class 9 contains 154052 members 
Mstep: Class 10 contains 81828 members 
Mstep: Class 11 contains 85831 members 
Mstep: Class 12 contains 168083 members 
Mstep: Class 13 contains 75429 members 
Mstep: Class 14 contains 29081 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 8214 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 91054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328640.000000 Penalty: 69791.640625
Iteration 87Q: 21 clusters Score -1.613286e+08 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 157822 members 
Mstep: Class 3 contains 183792 members 
Mstep: Class 4 contains 755 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 156444 members 
Mstep: Class 8 contains 78122 members 
Mstep: Class 9 contains 153945 members 
Mstep: Class 10 contains 81826 members 
Mstep: Class 11 contains 85961 members 
Mstep: Class 12 contains 168223 members 
Mstep: Class 13 contains 75536 members 
Mstep: Class 14 contains 29099 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 8207 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 90897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328816.000000 Penalty: 69791.640625
Iteration 88Q: 21 clusters Score -1.613288e+08 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 157813 members 
Mstep: Class 3 contains 183653 members 
Mstep: Class 4 contains 756 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 156280 members 
Mstep: Class 8 contains 78174 members 
Mstep: Class 9 contains 153901 members 
Mstep: Class 10 contains 81826 members 
Mstep: Class 11 contains 86090 members 
Mstep: Class 12 contains 168408 members 
Mstep: Class 13 contains 75634 members 
Mstep: Class 14 contains 29103 members 
Mstep: Class 15 contains 1624 members 
Mstep: Class 16 contains 8196 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 2348 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 90786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328592.000000 Penalty: 69791.640625
Iteration 89Q: 21 clusters Score -1.613286e+08 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 157811 members 
Mstep: Class 3 contains 183562 members 
Mstep: Class 4 contains 755 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11252 members 
Mstep: Class 7 contains 156081 members 
Mstep: Class 8 contains 78245 members 
Mstep: Class 9 contains 153882 members 
Mstep: Class 10 contains 81822 members 
Mstep: Class 11 contains 86244 members 
Mstep: Class 12 contains 168531 members 
Mstep: Class 13 contains 75723 members 
Mstep: Class 14 contains 29084 members 
Mstep: Class 15 contains 1626 members 
Mstep: Class 16 contains 8191 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 90679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328688.000000 Penalty: 69791.640625
Iteration 90Q: 21 clusters Score -1.613287e+08 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 157776 members 
Mstep: Class 3 contains 183500 members 
Mstep: Class 4 contains 756 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11258 members 
Mstep: Class 7 contains 155925 members 
Mstep: Class 8 contains 78319 members 
Mstep: Class 9 contains 153861 members 
Mstep: Class 10 contains 81812 members 
Mstep: Class 11 contains 86368 members 
Mstep: Class 12 contains 168632 members 
Mstep: Class 13 contains 75823 members 
Mstep: Class 14 contains 29071 members 
Mstep: Class 15 contains 1626 members 
Mstep: Class 16 contains 8193 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 90567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328800.000000 Penalty: 69791.640625
Iteration 91Q: 21 clusters Score -1.613288e+08 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 157737 members 
Mstep: Class 3 contains 183485 members 
Mstep: Class 4 contains 757 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 155783 members 
Mstep: Class 8 contains 78394 members 
Mstep: Class 9 contains 153857 members 
Mstep: Class 10 contains 81800 members 
Mstep: Class 11 contains 86482 members 
Mstep: Class 12 contains 168689 members 
Mstep: Class 13 contains 75909 members 
Mstep: Class 14 contains 29057 members 
Mstep: Class 15 contains 1626 members 
Mstep: Class 16 contains 8187 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 90455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328976.000000 Penalty: 69791.640625
Iteration 92Q: 21 clusters Score -1.61329e+08 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 157717 members 
Mstep: Class 3 contains 183440 members 
Mstep: Class 4 contains 757 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11279 members 
Mstep: Class 7 contains 155649 members 
Mstep: Class 8 contains 78474 members 
Mstep: Class 9 contains 153836 members 
Mstep: Class 10 contains 81780 members 
Mstep: Class 11 contains 86591 members 
Mstep: Class 12 contains 168718 members 
Mstep: Class 13 contains 76024 members 
Mstep: Class 14 contains 29066 members 
Mstep: Class 15 contains 1627 members 
Mstep: Class 16 contains 8186 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 90343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329296.000000 Penalty: 69791.640625
Iteration 93Q: 21 clusters Score -1.613293e+08 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 157701 members 
Mstep: Class 3 contains 183314 members 
Mstep: Class 4 contains 757 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11289 members 
Mstep: Class 7 contains 155553 members 
Mstep: Class 8 contains 78552 members 
Mstep: Class 9 contains 153828 members 
Mstep: Class 10 contains 81791 members 
Mstep: Class 11 contains 86704 members 
Mstep: Class 12 contains 168683 members 
Mstep: Class 13 contains 76165 members 
Mstep: Class 14 contains 29089 members 
Mstep: Class 15 contains 1629 members 
Mstep: Class 16 contains 8177 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 90255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329408.000000 Penalty: 69791.640625
Iteration 94Q: 21 clusters Score -1.613294e+08 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 157714 members 
Mstep: Class 3 contains 183238 members 
Mstep: Class 4 contains 757 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11296 members 
Mstep: Class 7 contains 155427 members 
Mstep: Class 8 contains 78622 members 
Mstep: Class 9 contains 153815 members 
Mstep: Class 10 contains 81789 members 
Mstep: Class 11 contains 86846 members 
Mstep: Class 12 contains 168609 members 
Mstep: Class 13 contains 76308 members 
Mstep: Class 14 contains 29097 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 8173 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 2348 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 90167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329392.000000 Penalty: 69791.640625
Iteration 95Q: 21 clusters Score -1.613294e+08 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 157740 members 
Mstep: Class 3 contains 183209 members 
Mstep: Class 4 contains 757 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11304 members 
Mstep: Class 7 contains 155244 members 
Mstep: Class 8 contains 78682 members 
Mstep: Class 9 contains 153844 members 
Mstep: Class 10 contains 81788 members 
Mstep: Class 11 contains 86953 members 
Mstep: Class 12 contains 168554 members 
Mstep: Class 13 contains 76424 members 
Mstep: Class 14 contains 29111 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 8156 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 1803 members 
Mstep: Class 20 contains 90087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329552.000000 Penalty: 69791.640625
Iteration 96Q: 21 clusters Score -1.613296e+08 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 157774 members 
Mstep: Class 3 contains 183174 members 
Mstep: Class 4 contains 757 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11310 members 
Mstep: Class 7 contains 155093 members 
Mstep: Class 8 contains 78720 members 
Mstep: Class 9 contains 153915 members 
Mstep: Class 10 contains 81791 members 
Mstep: Class 11 contains 87055 members 
Mstep: Class 12 contains 168476 members 
Mstep: Class 13 contains 76538 members 
Mstep: Class 14 contains 29122 members 
Mstep: Class 15 contains 1636 members 
Mstep: Class 16 contains 8146 members 
Mstep: Class 17 contains 511 members 
Mstep: Class 18 contains 2344 members 
Mstep: Class 19 contains 1805 members 
Mstep: Class 20 contains 89979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329680.000000 Penalty: 69791.640625
Iteration 97Q: 21 clusters Score -1.613297e+08 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 157819 members 
Mstep: Class 3 contains 183061 members 
Mstep: Class 4 contains 758 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11322 members 
Mstep: Class 7 contains 155028 members 
Mstep: Class 8 contains 78766 members 
Mstep: Class 9 contains 153937 members 
Mstep: Class 10 contains 81784 members 
Mstep: Class 11 contains 87173 members 
Mstep: Class 12 contains 168389 members 
Mstep: Class 13 contains 76625 members 
Mstep: Class 14 contains 29147 members 
Mstep: Class 15 contains 1640 members 
Mstep: Class 16 contains 8130 members 
Mstep: Class 17 contains 511 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 89907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329936.000000 Penalty: 69791.640625
Iteration 98Q: 21 clusters Score -1.613299e+08 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 157877 members 
Mstep: Class 3 contains 183019 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11332 members 
Mstep: Class 7 contains 154929 members 
Mstep: Class 8 contains 78804 members 
Mstep: Class 9 contains 153975 members 
Mstep: Class 10 contains 81773 members 
Mstep: Class 11 contains 87279 members 
Mstep: Class 12 contains 168302 members 
Mstep: Class 13 contains 76682 members 
Mstep: Class 14 contains 29165 members 
Mstep: Class 15 contains 1641 members 
Mstep: Class 16 contains 8121 members 
Mstep: Class 17 contains 511 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 89829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329680.000000 Penalty: 69791.640625
Iteration 99Q: 21 clusters Score -1.613297e+08 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 157904 members 
Mstep: Class 3 contains 183029 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11335 members 
Mstep: Class 7 contains 154766 members 
Mstep: Class 8 contains 78851 members 
Mstep: Class 9 contains 154007 members 
Mstep: Class 10 contains 81747 members 
Mstep: Class 11 contains 87388 members 
Mstep: Class 12 contains 168230 members 
Mstep: Class 13 contains 76752 members 
Mstep: Class 14 contains 29183 members 
Mstep: Class 15 contains 1642 members 
Mstep: Class 16 contains 8109 members 
Mstep: Class 17 contains 511 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 89783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329728.000000 Penalty: 69791.640625
Iteration 100F: 21 clusters Score -1.613297e+08 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 157937 members 
Mstep: Class 3 contains 183050 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11341 members 
Mstep: Class 7 contains 154611 members 
Mstep: Class 8 contains 78869 members 
Mstep: Class 9 contains 154007 members 
Mstep: Class 10 contains 81751 members 
Mstep: Class 11 contains 87470 members 
Mstep: Class 12 contains 168198 members 
Mstep: Class 13 contains 76827 members 
Mstep: Class 14 contains 29184 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 8102 members 
Mstep: Class 17 contains 513 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 89734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329808.000000 Penalty: 69791.640625
Iteration 101Q: 21 clusters Score -1.613298e+08 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 157982 members 
Mstep: Class 3 contains 182986 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11346 members 
Mstep: Class 7 contains 154527 members 
Mstep: Class 8 contains 78906 members 
Mstep: Class 9 contains 153975 members 
Mstep: Class 10 contains 81762 members 
Mstep: Class 11 contains 87556 members 
Mstep: Class 12 contains 168224 members 
Mstep: Class 13 contains 76905 members 
Mstep: Class 14 contains 29164 members 
Mstep: Class 15 contains 1648 members 
Mstep: Class 16 contains 8085 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 89659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330080.000000 Penalty: 69791.640625
Iteration 102Q: 21 clusters Score -1.613301e+08 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 158020 members 
Mstep: Class 3 contains 182908 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 154494 members 
Mstep: Class 8 contains 78969 members 
Mstep: Class 9 contains 153913 members 
Mstep: Class 10 contains 81764 members 
Mstep: Class 11 contains 87604 members 
Mstep: Class 12 contains 168255 members 
Mstep: Class 13 contains 76947 members 
Mstep: Class 14 contains 29173 members 
Mstep: Class 15 contains 1649 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2342 members 
Mstep: Class 19 contains 1806 members 
Mstep: Class 20 contains 89601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330256.000000 Penalty: 69791.640625
Iteration 103Q: 21 clusters Score -1.613303e+08 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 158062 members 
Mstep: Class 3 contains 182847 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11351 members 
Mstep: Class 7 contains 154468 members 
Mstep: Class 8 contains 78993 members 
Mstep: Class 9 contains 153836 members 
Mstep: Class 10 contains 81772 members 
Mstep: Class 11 contains 87672 members 
Mstep: Class 12 contains 168266 members 
Mstep: Class 13 contains 77016 members 
Mstep: Class 14 contains 29169 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 8082 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2341 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 89540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330048.000000 Penalty: 69791.640625
Iteration 104Q: 21 clusters Score -1.6133e+08 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 158082 members 
Mstep: Class 3 contains 182765 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11350 members 
Mstep: Class 7 contains 154494 members 
Mstep: Class 8 contains 79012 members 
Mstep: Class 9 contains 153753 members 
Mstep: Class 10 contains 81773 members 
Mstep: Class 11 contains 87741 members 
Mstep: Class 12 contains 168268 members 
Mstep: Class 13 contains 77093 members 
Mstep: Class 14 contains 29177 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 8086 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2341 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 89476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330480.000000 Penalty: 69791.640625
Iteration 105Q: 21 clusters Score -1.613305e+08 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 158088 members 
Mstep: Class 3 contains 182699 members 
Mstep: Class 4 contains 763 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 154447 members 
Mstep: Class 8 contains 79044 members 
Mstep: Class 9 contains 153709 members 
Mstep: Class 10 contains 81787 members 
Mstep: Class 11 contains 87830 members 
Mstep: Class 12 contains 168246 members 
Mstep: Class 13 contains 77168 members 
Mstep: Class 14 contains 29185 members 
Mstep: Class 15 contains 1657 members 
Mstep: Class 16 contains 8085 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2341 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 89431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330864.000000 Penalty: 69791.640625
Iteration 106Q: 21 clusters Score -1.613309e+08 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 158060 members 
Mstep: Class 3 contains 182627 members 
Mstep: Class 4 contains 763 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11349 members 
Mstep: Class 7 contains 154470 members 
Mstep: Class 8 contains 79076 members 
Mstep: Class 9 contains 153685 members 
Mstep: Class 10 contains 81780 members 
Mstep: Class 11 contains 87882 members 
Mstep: Class 12 contains 168234 members 
Mstep: Class 13 contains 77237 members 
Mstep: Class 14 contains 29184 members 
Mstep: Class 15 contains 1660 members 
Mstep: Class 16 contains 8083 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2341 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 89397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330976.000000 Penalty: 69791.640625
Iteration 107Q: 21 clusters Score -1.61331e+08 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 158030 members 
Mstep: Class 3 contains 182582 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 154456 members 
Mstep: Class 8 contains 79104 members 
Mstep: Class 9 contains 153639 members 
Mstep: Class 10 contains 81782 members 
Mstep: Class 11 contains 87904 members 
Mstep: Class 12 contains 168297 members 
Mstep: Class 13 contains 77300 members 
Mstep: Class 14 contains 29185 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 8074 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2339 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 89359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331232.000000 Penalty: 69791.640625
Iteration 108Q: 21 clusters Score -1.613312e+08 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 158009 members 
Mstep: Class 3 contains 182550 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11346 members 
Mstep: Class 7 contains 154469 members 
Mstep: Class 8 contains 79128 members 
Mstep: Class 9 contains 153578 members 
Mstep: Class 10 contains 81790 members 
Mstep: Class 11 contains 87942 members 
Mstep: Class 12 contains 168303 members 
Mstep: Class 13 contains 77355 members 
Mstep: Class 14 contains 29192 members 
Mstep: Class 15 contains 1669 members 
Mstep: Class 16 contains 8062 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 1808 members 
Mstep: Class 20 contains 89333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331456.000000 Penalty: 69791.640625
Iteration 109Q: 21 clusters Score -1.613315e+08 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 157962 members 
Mstep: Class 3 contains 182552 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11344 members 
Mstep: Class 7 contains 154495 members 
Mstep: Class 8 contains 79156 members 
Mstep: Class 9 contains 153545 members 
Mstep: Class 10 contains 81795 members 
Mstep: Class 11 contains 87981 members 
Mstep: Class 12 contains 168298 members 
Mstep: Class 13 contains 77389 members 
Mstep: Class 14 contains 29196 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 8064 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 89277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331600.000000 Penalty: 69791.640625
Iteration 110Q: 21 clusters Score -1.613316e+08 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 157962 members 
Mstep: Class 3 contains 182598 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11346 members 
Mstep: Class 7 contains 154489 members 
Mstep: Class 8 contains 79180 members 
Mstep: Class 9 contains 153526 members 
Mstep: Class 10 contains 81801 members 
Mstep: Class 11 contains 88027 members 
Mstep: Class 12 contains 168248 members 
Mstep: Class 13 contains 77396 members 
Mstep: Class 14 contains 29192 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 1810 members 
Mstep: Class 20 contains 89239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331616.000000 Penalty: 69791.640625
Iteration 111Q: 21 clusters Score -1.613316e+08 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 157953 members 
Mstep: Class 3 contains 182667 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11342 members 
Mstep: Class 7 contains 154496 members 
Mstep: Class 8 contains 79199 members 
Mstep: Class 9 contains 153506 members 
Mstep: Class 10 contains 81809 members 
Mstep: Class 11 contains 88077 members 
Mstep: Class 12 contains 168148 members 
Mstep: Class 13 contains 77382 members 
Mstep: Class 14 contains 29196 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 89227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331488.000000 Penalty: 69791.640625
Iteration 112Q: 21 clusters Score -1.613315e+08 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 157955 members 
Mstep: Class 3 contains 182747 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11339 members 
Mstep: Class 7 contains 154460 members 
Mstep: Class 8 contains 79249 members 
Mstep: Class 9 contains 153485 members 
Mstep: Class 10 contains 81785 members 
Mstep: Class 11 contains 88111 members 
Mstep: Class 12 contains 168048 members 
Mstep: Class 13 contains 77405 members 
Mstep: Class 14 contains 29203 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 8052 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 89213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331488.000000 Penalty: 69791.640625
Iteration 113Q: 21 clusters Score -1.613315e+08 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 157988 members 
Mstep: Class 3 contains 182895 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11335 members 
Mstep: Class 7 contains 154352 members 
Mstep: Class 8 contains 79292 members 
Mstep: Class 9 contains 153458 members 
Mstep: Class 10 contains 81767 members 
Mstep: Class 11 contains 88161 members 
Mstep: Class 12 contains 167933 members 
Mstep: Class 13 contains 77426 members 
Mstep: Class 14 contains 29202 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 8046 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 89196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331856.000000 Penalty: 69791.640625
Iteration 114Q: 21 clusters Score -1.613319e+08 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 157999 members 
Mstep: Class 3 contains 183063 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11331 members 
Mstep: Class 7 contains 154208 members 
Mstep: Class 8 contains 79330 members 
Mstep: Class 9 contains 153434 members 
Mstep: Class 10 contains 81744 members 
Mstep: Class 11 contains 88211 members 
Mstep: Class 12 contains 167850 members 
Mstep: Class 13 contains 77451 members 
Mstep: Class 14 contains 29213 members 
Mstep: Class 15 contains 1672 members 
Mstep: Class 16 contains 8046 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 89168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331968.000000 Penalty: 69791.640625
Iteration 115Q: 21 clusters Score -1.61332e+08 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 157998 members 
Mstep: Class 3 contains 183205 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11326 members 
Mstep: Class 7 contains 154131 members 
Mstep: Class 8 contains 79360 members 
Mstep: Class 9 contains 153420 members 
Mstep: Class 10 contains 81726 members 
Mstep: Class 11 contains 88250 members 
Mstep: Class 12 contains 167772 members 
Mstep: Class 13 contains 77486 members 
Mstep: Class 14 contains 29203 members 
Mstep: Class 15 contains 1675 members 
Mstep: Class 16 contains 8040 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 89128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331968.000000 Penalty: 69791.640625
Iteration 116Q: 21 clusters Score -1.61332e+08 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 158012 members 
Mstep: Class 3 contains 183393 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11317 members 
Mstep: Class 7 contains 154057 members 
Mstep: Class 8 contains 79382 members 
Mstep: Class 9 contains 153398 members 
Mstep: Class 10 contains 81719 members 
Mstep: Class 11 contains 88265 members 
Mstep: Class 12 contains 167679 members 
Mstep: Class 13 contains 77499 members 
Mstep: Class 14 contains 29194 members 
Mstep: Class 15 contains 1676 members 
Mstep: Class 16 contains 8034 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 89095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332080.000000 Penalty: 69791.640625
Iteration 117Q: 21 clusters Score -1.613321e+08 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 158013 members 
Mstep: Class 3 contains 183590 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11309 members 
Mstep: Class 7 contains 153949 members 
Mstep: Class 8 contains 79407 members 
Mstep: Class 9 contains 153332 members 
Mstep: Class 10 contains 81715 members 
Mstep: Class 11 contains 88294 members 
Mstep: Class 12 contains 167644 members 
Mstep: Class 13 contains 77532 members 
Mstep: Class 14 contains 29172 members 
Mstep: Class 15 contains 1677 members 
Mstep: Class 16 contains 8031 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 89056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332480.000000 Penalty: 69791.640625
Iteration 118Q: 21 clusters Score -1.613325e+08 nChanged 2372
Entering ConstructFrom: 
Score: -161332480.000000 Penalty: 69791.640625
Entering ConstructFrom: 
Trying to split cluster 1 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -194983.796875 Penalty: 1879.253174
	Iteration 0F: 2 clusters Score -194983.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -192591.328125 Penalty: 3758.506348
	Iteration 0F: 3 clusters Score -192591.3 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -194496.453125 Penalty: 3758.506348
	Iteration 1F: 3 clusters Score -194496.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -195791.515625 Penalty: 3758.506348
	Iteration 2F: 3 clusters Score -195791.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -196436.437500 Penalty: 3758.506348
	Iteration 3F: 3 clusters Score -196436.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -196875.609375 Penalty: 3758.506348
	Iteration 4Q: 3 clusters Score -196875.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -197583.515625 Penalty: 3758.506348
	Iteration 5Q: 3 clusters Score -197583.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -198054.390625 Penalty: 3758.506348
	Iteration 6Q: 3 clusters Score -198054.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -198343.203125 Penalty: 3758.506348
	Iteration 7Q: 3 clusters Score -198343.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -198369.843750 Penalty: 3758.506348
	Iteration 8Q: 3 clusters Score -198369.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -198389.781250 Penalty: 3758.506348
	Iteration 9Q: 3 clusters Score -198389.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -198396.562500 Penalty: 3758.506348
	Iteration 10Q: 3 clusters Score -198396.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -198399.031250 Penalty: 3758.506348
	Iteration 11Q: 3 clusters Score -198399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -198399.031250 Penalty: 3758.506348
	Iteration 12F: 3 clusters Score -198399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 158005 members 
Mstep: Class 3 contains 183797 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 846 members 
Mstep: Class 6 contains 11306 members 
Mstep: Class 7 contains 153845 members 
Mstep: Class 8 contains 79402 members 
Mstep: Class 9 contains 153277 members 
Mstep: Class 10 contains 81700 members 
Mstep: Class 11 contains 88316 members 
Mstep: Class 12 contains 167589 members 
Mstep: Class 13 contains 77554 members 
Mstep: Class 14 contains 29176 members 
Mstep: Class 15 contains 1680 members 
Mstep: Class 16 contains 8028 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 89046 members 
Mstep: Class 21 contains 1015 members 
Entering Unmasked Estep 
Score: -161334944.000000 Penalty: 73281.218750
Splitting cluster 1 changes total score from -161332480.000000 to -161334944.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 2 (158005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158005 members 
Entering Unmasked Estep 
Score: -20354406.000000 Penalty: 2968.654785
	Iteration 0F: 2 clusters Score -2.035441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78733 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -20256262.000000 Penalty: 5937.309570
	Iteration 0F: 3 clusters Score -2.025626e+07 nChanged 75706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74877 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -20299596.000000 Penalty: 5937.309570
	Iteration 1F: 3 clusters Score -2.02996e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 85315 members 
Entering Unmasked Estep 
Score: -20300652.000000 Penalty: 5937.309570
	Iteration 2Q: 3 clusters Score -2.030065e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 88604 members 
Entering Unmasked Estep 
Score: -20301826.000000 Penalty: 5937.309570
	Iteration 3Q: 3 clusters Score -2.030183e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 93253 members 
Entering Unmasked Estep 
Score: -20303870.000000 Penalty: 5937.309570
	Iteration 4Q: 3 clusters Score -2.030387e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 99427 members 
Entering Unmasked Estep 
Score: -20306912.000000 Penalty: 5937.309570
	Iteration 5Q: 3 clusters Score -2.030691e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 107326 members 
Entering Unmasked Estep 
Score: -20312036.000000 Penalty: 5937.309570
	Iteration 6F: 3 clusters Score -2.031204e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 116003 members 
Entering Unmasked Estep 
Score: -20319276.000000 Penalty: 5937.309570
	Iteration 7F: 3 clusters Score -2.031928e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 123705 members 
Entering Unmasked Estep 
Score: -20326842.000000 Penalty: 5937.309570
	Iteration 8F: 3 clusters Score -2.032684e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 128742 members 
Entering Unmasked Estep 
Score: -20333234.000000 Penalty: 5937.309570
	Iteration 9F: 3 clusters Score -2.033323e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 131355 members 
Entering Unmasked Estep 
Score: -20337138.000000 Penalty: 5937.309570
	Iteration 10Q: 3 clusters Score -2.033714e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 132736 members 
Entering Unmasked Estep 
Score: -20339068.000000 Penalty: 5937.309570
	Iteration 11Q: 3 clusters Score -2.033907e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 133726 members 
Entering Unmasked Estep 
Score: -20339964.000000 Penalty: 5937.309570
	Iteration 12Q: 3 clusters Score -2.033996e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 134736 members 
Entering Unmasked Estep 
Score: -20340592.000000 Penalty: 5937.309570
	Iteration 13Q: 3 clusters Score -2.034059e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 135749 members 
Entering Unmasked Estep 
Score: -20341162.000000 Penalty: 5937.309570
	Iteration 14Q: 3 clusters Score -2.034116e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 136795 members 
Entering Unmasked Estep 
Score: -20341846.000000 Penalty: 5937.309570
	Iteration 15Q: 3 clusters Score -2.034185e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 137871 members 
Entering Unmasked Estep 
Score: -20342472.000000 Penalty: 5937.309570
	Iteration 16Q: 3 clusters Score -2.034247e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 139040 members 
Entering Unmasked Estep 
Score: -20343156.000000 Penalty: 5937.309570
	Iteration 17Q: 3 clusters Score -2.034316e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 140217 members 
Entering Unmasked Estep 
Score: -20343826.000000 Penalty: 5937.309570
	Iteration 18Q: 3 clusters Score -2.034383e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 141378 members 
Entering Unmasked Estep 
Score: -20344454.000000 Penalty: 5937.309570
	Iteration 19Q: 3 clusters Score -2.034445e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 142479 members 
Entering Unmasked Estep 
Score: -20345084.000000 Penalty: 5937.309570
	Iteration 20F: 3 clusters Score -2.034508e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 143548 members 
Entering Unmasked Estep 
Score: -20345598.000000 Penalty: 5937.309570
	Iteration 21Q: 3 clusters Score -2.03456e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 144543 members 
Entering Unmasked Estep 
Score: -20346234.000000 Penalty: 5937.309570
	Iteration 22Q: 3 clusters Score -2.034623e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 145497 members 
Entering Unmasked Estep 
Score: -20346848.000000 Penalty: 5937.309570
	Iteration 23Q: 3 clusters Score -2.034685e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 146462 members 
Entering Unmasked Estep 
Score: -20347512.000000 Penalty: 5937.309570
	Iteration 24Q: 3 clusters Score -2.034751e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 147431 members 
Entering Unmasked Estep 
Score: -20348242.000000 Penalty: 5937.309570
	Iteration 25Q: 3 clusters Score -2.034824e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 148321 members 
Entering Unmasked Estep 
Score: -20348850.000000 Penalty: 5937.309570
	Iteration 26Q: 3 clusters Score -2.034885e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 149197 members 
Entering Unmasked Estep 
Score: -20349326.000000 Penalty: 5937.309570
	Iteration 27Q: 3 clusters Score -2.034933e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 150015 members 
Entering Unmasked Estep 
Score: -20349870.000000 Penalty: 5937.309570
	Iteration 28Q: 3 clusters Score -2.034987e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 150791 members 
Entering Unmasked Estep 
Score: -20350384.000000 Penalty: 5937.309570
	Iteration 29Q: 3 clusters Score -2.035038e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 151491 members 
Entering Unmasked Estep 
Score: -20350666.000000 Penalty: 5937.309570
	Iteration 30Q: 3 clusters Score -2.035067e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 152130 members 
Entering Unmasked Estep 
Score: -20351012.000000 Penalty: 5937.309570
	Iteration 31Q: 3 clusters Score -2.035101e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 152718 members 
Entering Unmasked Estep 
Score: -20351318.000000 Penalty: 5937.309570
	Iteration 32Q: 3 clusters Score -2.035132e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 153267 members 
Entering Unmasked Estep 
Score: -20351476.000000 Penalty: 5937.309570
	Iteration 33Q: 3 clusters Score -2.035148e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 153730 members 
Entering Unmasked Estep 
Score: -20351698.000000 Penalty: 5937.309570
	Iteration 34Q: 3 clusters Score -2.03517e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 154151 members 
Entering Unmasked Estep 
Score: -20351890.000000 Penalty: 5937.309570
	Iteration 35Q: 3 clusters Score -2.035189e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 154542 members 
Entering Unmasked Estep 
Score: -20351946.000000 Penalty: 5937.309570
	Iteration 36Q: 3 clusters Score -2.035195e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 154866 members 
Entering Unmasked Estep 
Score: -20352064.000000 Penalty: 5937.309570
	Iteration 37Q: 3 clusters Score -2.035206e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 155149 members 
Entering Unmasked Estep 
Score: -20352146.000000 Penalty: 5937.309570
	Iteration 38Q: 3 clusters Score -2.035215e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 155370 members 
Entering Unmasked Estep 
Score: -20352222.000000 Penalty: 5937.309570
	Iteration 39Q: 3 clusters Score -2.035222e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 155560 members 
Entering Unmasked Estep 
Score: -20352228.000000 Penalty: 5937.309570
	Iteration 40F: 3 clusters Score -2.035223e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 155708 members 
Entering Unmasked Estep 
Score: -20352260.000000 Penalty: 5937.309570
	Iteration 41Q: 3 clusters Score -2.035226e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 155809 members 
Entering Unmasked Estep 
Score: -20352284.000000 Penalty: 5937.309570
	Iteration 42Q: 3 clusters Score -2.035228e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 155903 members 
Entering Unmasked Estep 
Score: -20352298.000000 Penalty: 5937.309570
	Iteration 43Q: 3 clusters Score -2.03523e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 155987 members 
Entering Unmasked Estep 
Score: -20352356.000000 Penalty: 5937.309570
	Iteration 44Q: 3 clusters Score -2.035236e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 156062 members 
Entering Unmasked Estep 
Score: -20352342.000000 Penalty: 5937.309570
	Iteration 45Q: 3 clusters Score -2.035234e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 156126 members 
Entering Unmasked Estep 
Score: -20352344.000000 Penalty: 5937.309570
	Iteration 46Q: 3 clusters Score -2.035234e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 156194 members 
Entering Unmasked Estep 
Score: -20352352.000000 Penalty: 5937.309570
	Iteration 47Q: 3 clusters Score -2.035235e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 156237 members 
Entering Unmasked Estep 
Score: -20352356.000000 Penalty: 5937.309570
	Iteration 48Q: 3 clusters Score -2.035236e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 156279 members 
Entering Unmasked Estep 
Score: -20352374.000000 Penalty: 5937.309570
	Iteration 49Q: 3 clusters Score -2.035237e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 156312 members 
Entering Unmasked Estep 
Score: -20352376.000000 Penalty: 5937.309570
	Iteration 50Q: 3 clusters Score -2.035238e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 156346 members 
Entering Unmasked Estep 
Score: -20352366.000000 Penalty: 5937.309570
	Iteration 51Q: 3 clusters Score -2.035237e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 156376 members 
Entering Unmasked Estep 
Score: -20352360.000000 Penalty: 5937.309570
	Iteration 52Q: 3 clusters Score -2.035236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 156394 members 
Entering Unmasked Estep 
Score: -20352340.000000 Penalty: 5937.309570
	Iteration 53Q: 3 clusters Score -2.035234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 156419 members 
Entering Unmasked Estep 
Score: -20352356.000000 Penalty: 5937.309570
	Iteration 54Q: 3 clusters Score -2.035236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 156433 members 
Entering Unmasked Estep 
Score: -20352364.000000 Penalty: 5937.309570
	Iteration 55Q: 3 clusters Score -2.035236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 156443 members 
Entering Unmasked Estep 
Score: -20352378.000000 Penalty: 5937.309570
	Iteration 56Q: 3 clusters Score -2.035238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 156453 members 
Entering Unmasked Estep 
Score: -20352364.000000 Penalty: 5937.309570
	Iteration 57Q: 3 clusters Score -2.035236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 156458 members 
Entering Unmasked Estep 
Score: -20352380.000000 Penalty: 5937.309570
	Iteration 58Q: 3 clusters Score -2.035238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 156467 members 
Entering Unmasked Estep 
Score: -20352390.000000 Penalty: 5937.309570
	Iteration 59Q: 3 clusters Score -2.035239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 156476 members 
Entering Unmasked Estep 
Score: -20352378.000000 Penalty: 5937.309570
	Iteration 60F: 3 clusters Score -2.035238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 156489 members 
Entering Unmasked Estep 
Score: -20352372.000000 Penalty: 5937.309570
	Iteration 61Q: 3 clusters Score -2.035237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 156495 members 
Entering Unmasked Estep 
Score: -20352380.000000 Penalty: 5937.309570
	Iteration 62Q: 3 clusters Score -2.035238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 156496 members 
Entering Unmasked Estep 
Score: -20352398.000000 Penalty: 5937.309570
	Iteration 63Q: 3 clusters Score -2.03524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 156498 members 
Entering Unmasked Estep 
Score: -20352392.000000 Penalty: 5937.309570
	Iteration 64Q: 3 clusters Score -2.035239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 156499 members 
Entering Unmasked Estep 
Score: -20352374.000000 Penalty: 5937.309570
	Iteration 65Q: 3 clusters Score -2.035237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 156499 members 
Entering Unmasked Estep 
Score: -20352374.000000 Penalty: 5937.309570
	Iteration 66F: 3 clusters Score -2.035237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (183797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183797 members 
Entering Unmasked Estep 
Score: -23360838.000000 Penalty: 3006.153564
	Iteration 0F: 2 clusters Score -2.336084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91576 members 
Mstep: Class 2 contains 92221 members 
Entering Unmasked Estep 
Score: -23242950.000000 Penalty: 6012.307129
	Iteration 0F: 3 clusters Score -2.324295e+07 nChanged 88512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 97663 members 
Entering Unmasked Estep 
Score: -23293800.000000 Penalty: 6012.307129
	Iteration 1F: 3 clusters Score -2.32938e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82416 members 
Mstep: Class 2 contains 101381 members 
Entering Unmasked Estep 
Score: -23295334.000000 Penalty: 6012.307129
	Iteration 2Q: 3 clusters Score -2.329533e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76800 members 
Mstep: Class 2 contains 106997 members 
Entering Unmasked Estep 
Score: -23297298.000000 Penalty: 6012.307129
	Iteration 3Q: 3 clusters Score -2.32973e+07 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 115613 members 
Entering Unmasked Estep 
Score: -23301590.000000 Penalty: 6012.307129
	Iteration 4Q: 3 clusters Score -2.330159e+07 nChanged 12760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 128311 members 
Entering Unmasked Estep 
Score: -23309748.000000 Penalty: 6012.307129
	Iteration 5F: 3 clusters Score -2.330975e+07 nChanged 16927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 145222 members 
Entering Unmasked Estep 
Score: -23323764.000000 Penalty: 6012.307129
	Iteration 6F: 3 clusters Score -2.332376e+07 nChanged 17734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 162954 members 
Entering Unmasked Estep 
Score: -23340280.000000 Penalty: 6012.307129
	Iteration 7F: 3 clusters Score -2.334028e+07 nChanged 12829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 175783 members 
Entering Unmasked Estep 
Score: -23351742.000000 Penalty: 6012.307129
	Iteration 8F: 3 clusters Score -2.335174e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 181427 members 
Entering Unmasked Estep 
Score: -23356154.000000 Penalty: 6012.307129
	Iteration 9Q: 3 clusters Score -2.335615e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 183058 members 
Entering Unmasked Estep 
Score: -23357560.000000 Penalty: 6012.307129
	Iteration 10Q: 3 clusters Score -2.335756e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 183445 members 
Entering Unmasked Estep 
Score: -23357924.000000 Penalty: 6012.307129
	Iteration 11Q: 3 clusters Score -2.335792e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 183532 members 
Entering Unmasked Estep 
Score: -23358058.000000 Penalty: 6012.307129
	Iteration 12Q: 3 clusters Score -2.335806e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 183561 members 
Entering Unmasked Estep 
Score: -23358090.000000 Penalty: 6012.307129
	Iteration 13Q: 3 clusters Score -2.335809e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 183578 members 
Entering Unmasked Estep 
Score: -23358144.000000 Penalty: 6012.307129
	Iteration 14Q: 3 clusters Score -2.335814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 183588 members 
Entering Unmasked Estep 
Score: -23358158.000000 Penalty: 6012.307129
	Iteration 15Q: 3 clusters Score -2.335816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 183589 members 
Entering Unmasked Estep 
Score: -23358158.000000 Penalty: 6012.307129
	Iteration 16Q: 3 clusters Score -2.335816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 183590 members 
Entering Unmasked Estep 
Score: -23358172.000000 Penalty: 6012.307129
	Iteration 17Q: 3 clusters Score -2.335817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 183591 members 
Entering Unmasked Estep 
Score: -23358178.000000 Penalty: 6012.307129
	Iteration 18Q: 3 clusters Score -2.335818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 183591 members 
Entering Unmasked Estep 
Score: -23358180.000000 Penalty: 6012.307129
	Iteration 19Q: 3 clusters Score -2.335818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 183591 members 
Entering Unmasked Estep 
Score: -23358180.000000 Penalty: 6012.307129
	Iteration 20F: 3 clusters Score -2.335818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 183590 members 
Entering Unmasked Estep 
Score: -23358180.000000 Penalty: 6012.307129
	Iteration 21Q: 3 clusters Score -2.335818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 183590 members 
Entering Unmasked Estep 
Score: -23358180.000000 Penalty: 6012.307129
	Iteration 22F: 3 clusters Score -2.335818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -87217.046875 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -87217.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85491.867188 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -85491.87 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85739.015625 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -85739.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85852.304688 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -85852.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85915.531250 Penalty: 3295.319824
	Iteration 3Q: 3 clusters Score -85915.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85959.921875 Penalty: 3295.319824
	Iteration 4Q: 3 clusters Score -85959.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -86011.101562 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -86011.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -86070.507812 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -86070.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86184.046875 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -86184.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -86216.109375 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -86216.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86238.914062 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -86238.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -86255.250000 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -86255.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -86260.585938 Penalty: 3295.319824
	Iteration 11Q: 3 clusters Score -86260.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -86262.679688 Penalty: 3295.319824
	Iteration 12F: 3 clusters Score -86262.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -86287.718750 Penalty: 3295.319824
	Iteration 13Q: 3 clusters Score -86287.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -86304.523438 Penalty: 3295.319824
	Iteration 14Q: 3 clusters Score -86304.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -86313.710938 Penalty: 3295.319824
	Iteration 15Q: 3 clusters Score -86313.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86317.421875 Penalty: 3295.319824
	Iteration 16Q: 3 clusters Score -86317.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -86319.460938 Penalty: 3295.319824
	Iteration 17Q: 3 clusters Score -86319.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -86325.632812 Penalty: 3295.319824
	Iteration 18Q: 3 clusters Score -86325.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -86330.312500 Penalty: 3295.319824
	Iteration 19Q: 3 clusters Score -86330.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -86333.148438 Penalty: 3295.319824
	Iteration 20F: 3 clusters Score -86333.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -86337.250000 Penalty: 3295.319824
	Iteration 21Q: 3 clusters Score -86337.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -86338.390625 Penalty: 3295.319824
	Iteration 22Q: 3 clusters Score -86338.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -86340.437500 Penalty: 3295.319824
	Iteration 23Q: 3 clusters Score -86340.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -86340.437500 Penalty: 3295.319824
	Iteration 24F: 3 clusters Score -86340.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -78819.382812 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -78819.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -77119.648438 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -77119.65 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -78106.476562 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -78106.48 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79233.390625 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -79233.39 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -79925.195312 Penalty: 3343.297607
	Iteration 3F: 3 clusters Score -79925.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -80228.984375 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -80228.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -80270.406250 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -80270.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -80293.859375 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -80293.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -80334.968750 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -80334.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80429.484375 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -80429.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -80500.953125 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -80500.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80606.148438 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -80606.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -80742.023438 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -80742.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -80745.609375 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -80745.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -80748.125000 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -80748.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -80751.117188 Penalty: 3343.297607
	Iteration 14F: 3 clusters Score -80751.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -80760.523438 Penalty: 3343.297607
	Iteration 15Q: 3 clusters Score -80760.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -80765.179688 Penalty: 3343.297607
	Iteration 16Q: 3 clusters Score -80765.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80779.601562 Penalty: 3343.297607
	Iteration 17Q: 3 clusters Score -80779.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80779.601562 Penalty: 3343.297607
	Iteration 18F: 3 clusters Score -80779.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 158005 members 
Mstep: Class 3 contains 183797 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 395 members 
Mstep: Class 6 contains 11306 members 
Mstep: Class 7 contains 153845 members 
Mstep: Class 8 contains 79402 members 
Mstep: Class 9 contains 153277 members 
Mstep: Class 10 contains 81700 members 
Mstep: Class 11 contains 88316 members 
Mstep: Class 12 contains 167589 members 
Mstep: Class 13 contains 77554 members 
Mstep: Class 14 contains 29176 members 
Mstep: Class 15 contains 1680 members 
Mstep: Class 16 contains 8028 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 89046 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 451 members 
Entering Unmasked Estep 
Score: -161334976.000000 Penalty: 76770.804688
Splitting cluster 5 changes total score from -161332480.000000 to -161334976.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (11306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Entering Unmasked Estep 
Score: -1380988.375000 Penalty: 2314.605957
	Iteration 0F: 2 clusters Score -1380988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1372526.375000 Penalty: 4629.211914
	Iteration 0F: 3 clusters Score -1372526 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1375045.750000 Penalty: 4629.211914
	Iteration 1F: 3 clusters Score -1375046 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1375380.375000 Penalty: 4629.211914
	Iteration 2F: 3 clusters Score -1375380 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1375695.250000 Penalty: 4629.211914
	Iteration 3F: 3 clusters Score -1375695 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1375976.875000 Penalty: 4629.211914
	Iteration 4Q: 3 clusters Score -1375977 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1376236.125000 Penalty: 4629.211914
	Iteration 5Q: 3 clusters Score -1376236 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1376507.250000 Penalty: 4629.211914
	Iteration 6Q: 3 clusters Score -1376507 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1376758.000000 Penalty: 4629.211914
	Iteration 7Q: 3 clusters Score -1376758 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1376988.250000 Penalty: 4629.211914
	Iteration 8Q: 3 clusters Score -1376988 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1377226.625000 Penalty: 4629.211914
	Iteration 9Q: 3 clusters Score -1377227 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1377453.125000 Penalty: 4629.211914
	Iteration 10Q: 3 clusters Score -1377453 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1377655.750000 Penalty: 4629.211914
	Iteration 11Q: 3 clusters Score -1377656 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1377833.250000 Penalty: 4629.211914
	Iteration 12Q: 3 clusters Score -1377833 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1377976.625000 Penalty: 4629.211914
	Iteration 13Q: 3 clusters Score -1377977 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1378095.875000 Penalty: 4629.211914
	Iteration 14Q: 3 clusters Score -1378096 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1378209.250000 Penalty: 4629.211914
	Iteration 15Q: 3 clusters Score -1378209 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1378327.625000 Penalty: 4629.211914
	Iteration 16Q: 3 clusters Score -1378328 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1378412.875000 Penalty: 4629.211914
	Iteration 17Q: 3 clusters Score -1378413 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1378484.000000 Penalty: 4629.211914
	Iteration 18Q: 3 clusters Score -1378484 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1378544.000000 Penalty: 4629.211914
	Iteration 19Q: 3 clusters Score -1378544 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1378589.000000 Penalty: 4629.211914
	Iteration 20F: 3 clusters Score -1378589 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1378640.000000 Penalty: 4629.211914
	Iteration 21Q: 3 clusters Score -1378640 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1378671.875000 Penalty: 4629.211914
	Iteration 22Q: 3 clusters Score -1378672 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1378704.000000 Penalty: 4629.211914
	Iteration 23Q: 3 clusters Score -1378704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1378729.125000 Penalty: 4629.211914
	Iteration 24Q: 3 clusters Score -1378729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1378752.875000 Penalty: 4629.211914
	Iteration 25Q: 3 clusters Score -1378753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1378776.000000 Penalty: 4629.211914
	Iteration 26Q: 3 clusters Score -1378776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1378799.125000 Penalty: 4629.211914
	Iteration 27Q: 3 clusters Score -1378799 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1378831.000000 Penalty: 4629.211914
	Iteration 28Q: 3 clusters Score -1378831 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1378855.875000 Penalty: 4629.211914
	Iteration 29Q: 3 clusters Score -1378856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1378868.250000 Penalty: 4629.211914
	Iteration 30Q: 3 clusters Score -1378868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1378883.000000 Penalty: 4629.211914
	Iteration 31Q: 3 clusters Score -1378883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1378893.625000 Penalty: 4629.211914
	Iteration 32Q: 3 clusters Score -1378894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1378911.375000 Penalty: 4629.211914
	Iteration 33Q: 3 clusters Score -1378911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1378921.750000 Penalty: 4629.211914
	Iteration 34Q: 3 clusters Score -1378922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1378932.625000 Penalty: 4629.211914
	Iteration 35Q: 3 clusters Score -1378933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1378939.375000 Penalty: 4629.211914
	Iteration 36Q: 3 clusters Score -1378939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1378943.250000 Penalty: 4629.211914
	Iteration 37Q: 3 clusters Score -1378943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1378947.500000 Penalty: 4629.211914
	Iteration 38Q: 3 clusters Score -1378948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1378952.000000 Penalty: 4629.211914
	Iteration 39Q: 3 clusters Score -1378952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1378956.125000 Penalty: 4629.211914
	Iteration 40F: 3 clusters Score -1378956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1378962.000000 Penalty: 4629.211914
	Iteration 41Q: 3 clusters Score -1378962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1378962.750000 Penalty: 4629.211914
	Iteration 42Q: 3 clusters Score -1378963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1378965.375000 Penalty: 4629.211914
	Iteration 43Q: 3 clusters Score -1378965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1378967.125000 Penalty: 4629.211914
	Iteration 44Q: 3 clusters Score -1378967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1378969.750000 Penalty: 4629.211914
	Iteration 45Q: 3 clusters Score -1378970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1378971.375000 Penalty: 4629.211914
	Iteration 46Q: 3 clusters Score -1378971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1378971.250000 Penalty: 4629.211914
	Iteration 47Q: 3 clusters Score -1378971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1378971.250000 Penalty: 4629.211914
	Iteration 48Q: 3 clusters Score -1378971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1378972.625000 Penalty: 4629.211914
	Iteration 49Q: 3 clusters Score -1378973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1378976.750000 Penalty: 4629.211914
	Iteration 50Q: 3 clusters Score -1378977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1378980.375000 Penalty: 4629.211914
	Iteration 51Q: 3 clusters Score -1378980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1378980.375000 Penalty: 4629.211914
	Iteration 52F: 3 clusters Score -1378980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (153845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153845 members 
Entering Unmasked Estep 
Score: -19607062.000000 Penalty: 2962.037842
	Iteration 0F: 2 clusters Score -1.960706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76620 members 
Mstep: Class 2 contains 77225 members 
Entering Unmasked Estep 
Score: -19506626.000000 Penalty: 5924.075684
	Iteration 0F: 3 clusters Score -1.950663e+07 nChanged 73390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70510 members 
Mstep: Class 2 contains 83335 members 
Entering Unmasked Estep 
Score: -19549116.000000 Penalty: 5924.075684
	Iteration 1F: 3 clusters Score -1.954912e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -19550794.000000 Penalty: 5924.075684
	Iteration 2Q: 3 clusters Score -1.955079e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -19553810.000000 Penalty: 5924.075684
	Iteration 3Q: 3 clusters Score -1.955381e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 102809 members 
Entering Unmasked Estep 
Score: -19559706.000000 Penalty: 5924.075684
	Iteration 4F: 3 clusters Score -1.955971e+07 nChanged 12526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 115037 members 
Entering Unmasked Estep 
Score: -19569334.000000 Penalty: 5924.075684
	Iteration 5F: 3 clusters Score -1.956933e+07 nChanged 13986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 128861 members 
Entering Unmasked Estep 
Score: -19582586.000000 Penalty: 5924.075684
	Iteration 6F: 3 clusters Score -1.958259e+07 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 141005 members 
Entering Unmasked Estep 
Score: -19594826.000000 Penalty: 5924.075684
	Iteration 7F: 3 clusters Score -1.959483e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 148410 members 
Entering Unmasked Estep 
Score: -19601564.000000 Penalty: 5924.075684
	Iteration 8Q: 3 clusters Score -1.960156e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 151751 members 
Entering Unmasked Estep 
Score: -19603794.000000 Penalty: 5924.075684
	Iteration 9Q: 3 clusters Score -1.960379e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 152881 members 
Entering Unmasked Estep 
Score: -19604296.000000 Penalty: 5924.075684
	Iteration 10Q: 3 clusters Score -1.96043e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 153233 members 
Entering Unmasked Estep 
Score: -19604504.000000 Penalty: 5924.075684
	Iteration 11Q: 3 clusters Score -1.96045e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 153357 members 
Entering Unmasked Estep 
Score: -19604564.000000 Penalty: 5924.075684
	Iteration 12Q: 3 clusters Score -1.960456e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 153423 members 
Entering Unmasked Estep 
Score: -19604630.000000 Penalty: 5924.075684
	Iteration 13Q: 3 clusters Score -1.960463e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 153441 members 
Entering Unmasked Estep 
Score: -19604632.000000 Penalty: 5924.075684
	Iteration 14Q: 3 clusters Score -1.960463e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 153456 members 
Entering Unmasked Estep 
Score: -19604664.000000 Penalty: 5924.075684
	Iteration 15Q: 3 clusters Score -1.960466e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 153464 members 
Entering Unmasked Estep 
Score: -19604668.000000 Penalty: 5924.075684
	Iteration 16Q: 3 clusters Score -1.960467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 153471 members 
Entering Unmasked Estep 
Score: -19604684.000000 Penalty: 5924.075684
	Iteration 17Q: 3 clusters Score -1.960468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 153476 members 
Entering Unmasked Estep 
Score: -19604678.000000 Penalty: 5924.075684
	Iteration 18Q: 3 clusters Score -1.960468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 153482 members 
Entering Unmasked Estep 
Score: -19604706.000000 Penalty: 5924.075684
	Iteration 19Q: 3 clusters Score -1.960471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 153489 members 
Entering Unmasked Estep 
Score: -19604722.000000 Penalty: 5924.075684
	Iteration 20F: 3 clusters Score -1.960472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 153492 members 
Entering Unmasked Estep 
Score: -19604726.000000 Penalty: 5924.075684
	Iteration 21Q: 3 clusters Score -1.960473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 153492 members 
Entering Unmasked Estep 
Score: -19604730.000000 Penalty: 5924.075684
	Iteration 22Q: 3 clusters Score -1.960473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 153493 members 
Entering Unmasked Estep 
Score: -19604746.000000 Penalty: 5924.075684
	Iteration 23Q: 3 clusters Score -1.960475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 153497 members 
Entering Unmasked Estep 
Score: -19604750.000000 Penalty: 5924.075684
	Iteration 24Q: 3 clusters Score -1.960475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 153501 members 
Entering Unmasked Estep 
Score: -19604744.000000 Penalty: 5924.075684
	Iteration 25Q: 3 clusters Score -1.960474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 153498 members 
Entering Unmasked Estep 
Score: -19604756.000000 Penalty: 5924.075684
	Iteration 26Q: 3 clusters Score -1.960476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 153501 members 
Entering Unmasked Estep 
Score: -19604748.000000 Penalty: 5924.075684
	Iteration 27Q: 3 clusters Score -1.960475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 153499 members 
Entering Unmasked Estep 
Score: -19604754.000000 Penalty: 5924.075684
	Iteration 28Q: 3 clusters Score -1.960475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 153501 members 
Entering Unmasked Estep 
Score: -19604768.000000 Penalty: 5924.075684
	Iteration 29Q: 3 clusters Score -1.960477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 153503 members 
Entering Unmasked Estep 
Score: -19604756.000000 Penalty: 5924.075684
	Iteration 30Q: 3 clusters Score -1.960476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 153504 members 
Entering Unmasked Estep 
Score: -19604754.000000 Penalty: 5924.075684
	Iteration 31Q: 3 clusters Score -1.960475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 153504 members 
Entering Unmasked Estep 
Score: -19604754.000000 Penalty: 5924.075684
	Iteration 32F: 3 clusters Score -1.960475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79402 members 
Entering Unmasked Estep 
Score: -9863159.000000 Penalty: 2798.005127
	Iteration 0F: 2 clusters Score -9863159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -9809904.000000 Penalty: 5596.010254
	Iteration 0F: 3 clusters Score -9809904 nChanged 37379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -9830678.000000 Penalty: 5596.010254
	Iteration 1F: 3 clusters Score -9830678 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -9831290.000000 Penalty: 5596.010254
	Iteration 2Q: 3 clusters Score -9831290 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -9831921.000000 Penalty: 5596.010254
	Iteration 3Q: 3 clusters Score -9831921 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -9832665.000000 Penalty: 5596.010254
	Iteration 4Q: 3 clusters Score -9832665 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -9833540.000000 Penalty: 5596.010254
	Iteration 5Q: 3 clusters Score -9833540 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -9834807.000000 Penalty: 5596.010254
	Iteration 6Q: 3 clusters Score -9834807 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -9836561.000000 Penalty: 5596.010254
	Iteration 7Q: 3 clusters Score -9836561 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -9839075.000000 Penalty: 5596.010254
	Iteration 8F: 3 clusters Score -9839075 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -9842545.000000 Penalty: 5596.010254
	Iteration 9F: 3 clusters Score -9842545 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -9847113.000000 Penalty: 5596.010254
	Iteration 10F: 3 clusters Score -9847113 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -9851688.000000 Penalty: 5596.010254
	Iteration 11F: 3 clusters Score -9851688 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -9855421.000000 Penalty: 5596.010254
	Iteration 12F: 3 clusters Score -9855421 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -9857954.000000 Penalty: 5596.010254
	Iteration 13Q: 3 clusters Score -9857954 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -9859421.000000 Penalty: 5596.010254
	Iteration 14Q: 3 clusters Score -9859421 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78507 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9860116.000000 Penalty: 5596.010254
	Iteration 15Q: 3 clusters Score -9860116 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78846 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9860420.000000 Penalty: 5596.010254
	Iteration 16Q: 3 clusters Score -9860420 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78977 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9860544.000000 Penalty: 5596.010254
	Iteration 17Q: 3 clusters Score -9860544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9860616.000000 Penalty: 5596.010254
	Iteration 18Q: 3 clusters Score -9860616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79066 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9860654.000000 Penalty: 5596.010254
	Iteration 19Q: 3 clusters Score -9860654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79082 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9860693.000000 Penalty: 5596.010254
	Iteration 20F: 3 clusters Score -9860693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79091 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9860706.000000 Penalty: 5596.010254
	Iteration 21Q: 3 clusters Score -9860706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9860699.000000 Penalty: 5596.010254
	Iteration 22Q: 3 clusters Score -9860699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79101 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9860701.000000 Penalty: 5596.010254
	Iteration 23Q: 3 clusters Score -9860701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79101 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9860701.000000 Penalty: 5596.010254
	Iteration 24F: 3 clusters Score -9860701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (153277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153277 members 
Entering Unmasked Estep 
Score: -19537376.000000 Penalty: 2961.120605
	Iteration 0F: 2 clusters Score -1.953738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76715 members 
Mstep: Class 2 contains 76562 members 
Entering Unmasked Estep 
Score: -19438200.000000 Penalty: 5922.241211
	Iteration 0F: 3 clusters Score -1.94382e+07 nChanged 73488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77733 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
Score: -19480270.000000 Penalty: 5922.241211
	Iteration 1F: 3 clusters Score -1.948027e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -19480932.000000 Penalty: 5922.241211
	Iteration 2Q: 3 clusters Score -1.948093e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78507 members 
Mstep: Class 2 contains 74770 members 
Entering Unmasked Estep 
Score: -19481604.000000 Penalty: 5922.241211
	Iteration 3Q: 3 clusters Score -1.94816e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79162 members 
Mstep: Class 2 contains 74115 members 
Entering Unmasked Estep 
Score: -19482390.000000 Penalty: 5922.241211
	Iteration 4Q: 3 clusters Score -1.948239e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Mstep: Class 2 contains 73028 members 
Entering Unmasked Estep 
Score: -19483184.000000 Penalty: 5922.241211
	Iteration 5Q: 3 clusters Score -1.948318e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81933 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
Score: -19484502.000000 Penalty: 5922.241211
	Iteration 6Q: 3 clusters Score -1.94845e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84406 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -19486268.000000 Penalty: 5922.241211
	Iteration 7Q: 3 clusters Score -1.948627e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88248 members 
Mstep: Class 2 contains 65029 members 
Entering Unmasked Estep 
Score: -19489178.000000 Penalty: 5922.241211
	Iteration 8Q: 3 clusters Score -1.948918e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93608 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -19493628.000000 Penalty: 5922.241211
	Iteration 9F: 3 clusters Score -1.949363e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100452 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -19500190.000000 Penalty: 5922.241211
	Iteration 10F: 3 clusters Score -1.950019e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107717 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -19508358.000000 Penalty: 5922.241211
	Iteration 11F: 3 clusters Score -1.950836e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113831 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -19516116.000000 Penalty: 5922.241211
	Iteration 12F: 3 clusters Score -1.951612e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118139 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -19521554.000000 Penalty: 5922.241211
	Iteration 13Q: 3 clusters Score -1.952155e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121206 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -19524324.000000 Penalty: 5922.241211
	Iteration 14Q: 3 clusters Score -1.952432e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123870 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -19525866.000000 Penalty: 5922.241211
	Iteration 15Q: 3 clusters Score -1.952587e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126260 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -19527050.000000 Penalty: 5922.241211
	Iteration 16Q: 3 clusters Score -1.952705e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128606 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -19528228.000000 Penalty: 5922.241211
	Iteration 17Q: 3 clusters Score -1.952823e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130848 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -19529450.000000 Penalty: 5922.241211
	Iteration 18Q: 3 clusters Score -1.952945e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132990 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -19530484.000000 Penalty: 5922.241211
	Iteration 19Q: 3 clusters Score -1.953048e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134992 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -19531452.000000 Penalty: 5922.241211
	Iteration 20F: 3 clusters Score -1.953145e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136847 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -19532234.000000 Penalty: 5922.241211
	Iteration 21Q: 3 clusters Score -1.953223e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138535 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -19532812.000000 Penalty: 5922.241211
	Iteration 22Q: 3 clusters Score -1.953281e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140102 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -19533422.000000 Penalty: 5922.241211
	Iteration 23Q: 3 clusters Score -1.953342e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141529 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -19533896.000000 Penalty: 5922.241211
	Iteration 24Q: 3 clusters Score -1.95339e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142816 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -19534208.000000 Penalty: 5922.241211
	Iteration 25Q: 3 clusters Score -1.953421e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144040 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -19534538.000000 Penalty: 5922.241211
	Iteration 26Q: 3 clusters Score -1.953454e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145069 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -19534790.000000 Penalty: 5922.241211
	Iteration 27Q: 3 clusters Score -1.953479e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145944 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -19534976.000000 Penalty: 5922.241211
	Iteration 28Q: 3 clusters Score -1.953498e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146686 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -19535114.000000 Penalty: 5922.241211
	Iteration 29Q: 3 clusters Score -1.953511e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147365 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -19535262.000000 Penalty: 5922.241211
	Iteration 30Q: 3 clusters Score -1.953526e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147928 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -19535364.000000 Penalty: 5922.241211
	Iteration 31Q: 3 clusters Score -1.953536e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148452 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -19535578.000000 Penalty: 5922.241211
	Iteration 32Q: 3 clusters Score -1.953558e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148860 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -19535580.000000 Penalty: 5922.241211
	Iteration 33Q: 3 clusters Score -1.953558e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149207 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -19535638.000000 Penalty: 5922.241211
	Iteration 34Q: 3 clusters Score -1.953564e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149523 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -19535712.000000 Penalty: 5922.241211
	Iteration 35Q: 3 clusters Score -1.953571e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149771 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -19535770.000000 Penalty: 5922.241211
	Iteration 36Q: 3 clusters Score -1.953577e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149987 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -19535764.000000 Penalty: 5922.241211
	Iteration 37Q: 3 clusters Score -1.953576e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150169 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -19535732.000000 Penalty: 5922.241211
	Iteration 38Q: 3 clusters Score -1.953573e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150338 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -19535694.000000 Penalty: 5922.241211
	Iteration 39Q: 3 clusters Score -1.953569e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150496 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -19535680.000000 Penalty: 5922.241211
	Iteration 40F: 3 clusters Score -1.953568e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150617 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -19535646.000000 Penalty: 5922.241211
	Iteration 41Q: 3 clusters Score -1.953565e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150725 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -19535656.000000 Penalty: 5922.241211
	Iteration 42Q: 3 clusters Score -1.953566e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150803 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -19535660.000000 Penalty: 5922.241211
	Iteration 43Q: 3 clusters Score -1.953566e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150866 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -19535660.000000 Penalty: 5922.241211
	Iteration 44Q: 3 clusters Score -1.953566e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150917 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -19535646.000000 Penalty: 5922.241211
	Iteration 45Q: 3 clusters Score -1.953565e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150952 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -19535636.000000 Penalty: 5922.241211
	Iteration 46Q: 3 clusters Score -1.953564e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150982 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -19535640.000000 Penalty: 5922.241211
	Iteration 47Q: 3 clusters Score -1.953564e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151011 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -19535662.000000 Penalty: 5922.241211
	Iteration 48Q: 3 clusters Score -1.953566e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151041 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -19535646.000000 Penalty: 5922.241211
	Iteration 49Q: 3 clusters Score -1.953565e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151064 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -19535644.000000 Penalty: 5922.241211
	Iteration 50Q: 3 clusters Score -1.953564e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151092 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -19535646.000000 Penalty: 5922.241211
	Iteration 51Q: 3 clusters Score -1.953565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151113 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -19535630.000000 Penalty: 5922.241211
	Iteration 52Q: 3 clusters Score -1.953563e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151137 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -19535624.000000 Penalty: 5922.241211
	Iteration 53Q: 3 clusters Score -1.953562e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151162 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -19535628.000000 Penalty: 5922.241211
	Iteration 54Q: 3 clusters Score -1.953563e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151183 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -19535630.000000 Penalty: 5922.241211
	Iteration 55Q: 3 clusters Score -1.953563e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151196 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -19535640.000000 Penalty: 5922.241211
	Iteration 56Q: 3 clusters Score -1.953564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151213 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -19535650.000000 Penalty: 5922.241211
	Iteration 57Q: 3 clusters Score -1.953565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151227 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -19535650.000000 Penalty: 5922.241211
	Iteration 58Q: 3 clusters Score -1.953565e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151249 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -19535670.000000 Penalty: 5922.241211
	Iteration 59Q: 3 clusters Score -1.953567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151271 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -19535658.000000 Penalty: 5922.241211
	Iteration 60F: 3 clusters Score -1.953566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151279 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -19535682.000000 Penalty: 5922.241211
	Iteration 61Q: 3 clusters Score -1.953568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151283 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -19535674.000000 Penalty: 5922.241211
	Iteration 62Q: 3 clusters Score -1.953567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151291 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -19535676.000000 Penalty: 5922.241211
	Iteration 63Q: 3 clusters Score -1.953568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151298 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -19535658.000000 Penalty: 5922.241211
	Iteration 64Q: 3 clusters Score -1.953566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151309 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -19535678.000000 Penalty: 5922.241211
	Iteration 65Q: 3 clusters Score -1.953568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -19535670.000000 Penalty: 5922.241211
	Iteration 66Q: 3 clusters Score -1.953567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151328 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -19535668.000000 Penalty: 5922.241211
	Iteration 67Q: 3 clusters Score -1.953567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151334 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -19535662.000000 Penalty: 5922.241211
	Iteration 68Q: 3 clusters Score -1.953566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151342 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -19535670.000000 Penalty: 5922.241211
	Iteration 69Q: 3 clusters Score -1.953567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151346 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -19535666.000000 Penalty: 5922.241211
	Iteration 70Q: 3 clusters Score -1.953567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151349 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -19535668.000000 Penalty: 5922.241211
	Iteration 71Q: 3 clusters Score -1.953567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151350 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -19535668.000000 Penalty: 5922.241211
	Iteration 72Q: 3 clusters Score -1.953567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151352 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -19535672.000000 Penalty: 5922.241211
	Iteration 73Q: 3 clusters Score -1.953567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151353 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -19535664.000000 Penalty: 5922.241211
	Iteration 74Q: 3 clusters Score -1.953566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151355 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -19535674.000000 Penalty: 5922.241211
	Iteration 75Q: 3 clusters Score -1.953567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151355 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -19535674.000000 Penalty: 5922.241211
	Iteration 76F: 3 clusters Score -1.953567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (81700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81700 members 
Entering Unmasked Estep 
Score: -10347488.000000 Penalty: 2805.080566
	Iteration 0F: 2 clusters Score -1.034749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -10292779.000000 Penalty: 5610.161133
	Iteration 0F: 3 clusters Score -1.029278e+07 nChanged 38313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -10314818.000000 Penalty: 5610.161133
	Iteration 1F: 3 clusters Score -1.031482e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -10315779.000000 Penalty: 5610.161133
	Iteration 2Q: 3 clusters Score -1.031578e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -10317170.000000 Penalty: 5610.161133
	Iteration 3Q: 3 clusters Score -1.031717e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -10318987.000000 Penalty: 5610.161133
	Iteration 4Q: 3 clusters Score -1.031899e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -10321167.000000 Penalty: 5610.161133
	Iteration 5Q: 3 clusters Score -1.032117e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -10323546.000000 Penalty: 5610.161133
	Iteration 6F: 3 clusters Score -1.032355e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -10326138.000000 Penalty: 5610.161133
	Iteration 7F: 3 clusters Score -1.032614e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -10329182.000000 Penalty: 5610.161133
	Iteration 8F: 3 clusters Score -1.032918e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 62614 members 
Entering Unmasked Estep 
Score: -10332415.000000 Penalty: 5610.161133
	Iteration 9F: 3 clusters Score -1.033242e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -10335652.000000 Penalty: 5610.161133
	Iteration 10F: 3 clusters Score -1.033565e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
Score: -10338269.000000 Penalty: 5610.161133
	Iteration 11Q: 3 clusters Score -1.033827e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
Score: -10340132.000000 Penalty: 5610.161133
	Iteration 12Q: 3 clusters Score -1.034013e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 74009 members 
Entering Unmasked Estep 
Score: -10341483.000000 Penalty: 5610.161133
	Iteration 13Q: 3 clusters Score -1.034148e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 75486 members 
Entering Unmasked Estep 
Score: -10342443.000000 Penalty: 5610.161133
	Iteration 14Q: 3 clusters Score -1.034244e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 76623 members 
Entering Unmasked Estep 
Score: -10343118.000000 Penalty: 5610.161133
	Iteration 15Q: 3 clusters Score -1.034312e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -10343636.000000 Penalty: 5610.161133
	Iteration 16Q: 3 clusters Score -1.034364e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 78228 members 
Entering Unmasked Estep 
Score: -10344028.000000 Penalty: 5610.161133
	Iteration 17Q: 3 clusters Score -1.034403e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 78771 members 
Entering Unmasked Estep 
Score: -10344334.000000 Penalty: 5610.161133
	Iteration 18Q: 3 clusters Score -1.034433e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 79220 members 
Entering Unmasked Estep 
Score: -10344577.000000 Penalty: 5610.161133
	Iteration 19Q: 3 clusters Score -1.034458e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 79560 members 
Entering Unmasked Estep 
Score: -10344753.000000 Penalty: 5610.161133
	Iteration 20F: 3 clusters Score -1.034475e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 79838 members 
Entering Unmasked Estep 
Score: -10344913.000000 Penalty: 5610.161133
	Iteration 21Q: 3 clusters Score -1.034491e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 80041 members 
Entering Unmasked Estep 
Score: -10345033.000000 Penalty: 5610.161133
	Iteration 22Q: 3 clusters Score -1.034503e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 80203 members 
Entering Unmasked Estep 
Score: -10345121.000000 Penalty: 5610.161133
	Iteration 23Q: 3 clusters Score -1.034512e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 80325 members 
Entering Unmasked Estep 
Score: -10345186.000000 Penalty: 5610.161133
	Iteration 24Q: 3 clusters Score -1.034519e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -10345233.000000 Penalty: 5610.161133
	Iteration 25Q: 3 clusters Score -1.034523e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 80479 members 
Entering Unmasked Estep 
Score: -10345294.000000 Penalty: 5610.161133
	Iteration 26Q: 3 clusters Score -1.034529e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 80523 members 
Entering Unmasked Estep 
Score: -10345319.000000 Penalty: 5610.161133
	Iteration 27Q: 3 clusters Score -1.034532e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -10345336.000000 Penalty: 5610.161133
	Iteration 28Q: 3 clusters Score -1.034534e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 80585 members 
Entering Unmasked Estep 
Score: -10345347.000000 Penalty: 5610.161133
	Iteration 29Q: 3 clusters Score -1.034535e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -10345368.000000 Penalty: 5610.161133
	Iteration 30Q: 3 clusters Score -1.034537e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -10345379.000000 Penalty: 5610.161133
	Iteration 31Q: 3 clusters Score -1.034538e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 80648 members 
Entering Unmasked Estep 
Score: -10345396.000000 Penalty: 5610.161133
	Iteration 32Q: 3 clusters Score -1.03454e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 80663 members 
Entering Unmasked Estep 
Score: -10345414.000000 Penalty: 5610.161133
	Iteration 33Q: 3 clusters Score -1.034541e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -10345446.000000 Penalty: 5610.161133
	Iteration 34Q: 3 clusters Score -1.034545e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 80712 members 
Entering Unmasked Estep 
Score: -10345453.000000 Penalty: 5610.161133
	Iteration 35Q: 3 clusters Score -1.034545e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 80733 members 
Entering Unmasked Estep 
Score: -10345473.000000 Penalty: 5610.161133
	Iteration 36Q: 3 clusters Score -1.034547e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -10345472.000000 Penalty: 5610.161133
	Iteration 37Q: 3 clusters Score -1.034547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 80757 members 
Entering Unmasked Estep 
Score: -10345477.000000 Penalty: 5610.161133
	Iteration 38Q: 3 clusters Score -1.034548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 80770 members 
Entering Unmasked Estep 
Score: -10345484.000000 Penalty: 5610.161133
	Iteration 39Q: 3 clusters Score -1.034548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 80771 members 
Entering Unmasked Estep 
Score: -10345487.000000 Penalty: 5610.161133
	Iteration 40F: 3 clusters Score -1.034549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 80778 members 
Entering Unmasked Estep 
Score: -10345490.000000 Penalty: 5610.161133
	Iteration 41Q: 3 clusters Score -1.034549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
Score: -10345500.000000 Penalty: 5610.161133
	Iteration 42Q: 3 clusters Score -1.03455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -10345509.000000 Penalty: 5610.161133
	Iteration 43Q: 3 clusters Score -1.034551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 80806 members 
Entering Unmasked Estep 
Score: -10345504.000000 Penalty: 5610.161133
	Iteration 44Q: 3 clusters Score -1.03455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 80810 members 
Entering Unmasked Estep 
Score: -10345510.000000 Penalty: 5610.161133
	Iteration 45Q: 3 clusters Score -1.034551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 80817 members 
Entering Unmasked Estep 
Score: -10345508.000000 Penalty: 5610.161133
	Iteration 46Q: 3 clusters Score -1.034551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 80825 members 
Entering Unmasked Estep 
Score: -10345515.000000 Penalty: 5610.161133
	Iteration 47Q: 3 clusters Score -1.034552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -10345530.000000 Penalty: 5610.161133
	Iteration 48Q: 3 clusters Score -1.034553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -10345534.000000 Penalty: 5610.161133
	Iteration 49Q: 3 clusters Score -1.034553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -10345524.000000 Penalty: 5610.161133
	Iteration 50Q: 3 clusters Score -1.034552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 80848 members 
Entering Unmasked Estep 
Score: -10345540.000000 Penalty: 5610.161133
	Iteration 51Q: 3 clusters Score -1.034554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -10345546.000000 Penalty: 5610.161133
	Iteration 52Q: 3 clusters Score -1.034555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 80846 members 
Entering Unmasked Estep 
Score: -10345547.000000 Penalty: 5610.161133
	Iteration 53Q: 3 clusters Score -1.034555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 80842 members 
Entering Unmasked Estep 
Score: -10345551.000000 Penalty: 5610.161133
	Iteration 54Q: 3 clusters Score -1.034555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 80841 members 
Entering Unmasked Estep 
Score: -10345555.000000 Penalty: 5610.161133
	Iteration 55Q: 3 clusters Score -1.034556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -10345565.000000 Penalty: 5610.161133
	Iteration 56Q: 3 clusters Score -1.034556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -10345564.000000 Penalty: 5610.161133
	Iteration 57Q: 3 clusters Score -1.034556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 80850 members 
Entering Unmasked Estep 
Score: -10345566.000000 Penalty: 5610.161133
	Iteration 58Q: 3 clusters Score -1.034557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 80857 members 
Entering Unmasked Estep 
Score: -10345573.000000 Penalty: 5610.161133
	Iteration 59Q: 3 clusters Score -1.034557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -10345580.000000 Penalty: 5610.161133
	Iteration 60F: 3 clusters Score -1.034558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 80859 members 
Entering Unmasked Estep 
Score: -10345581.000000 Penalty: 5610.161133
	Iteration 61Q: 3 clusters Score -1.034558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 80865 members 
Entering Unmasked Estep 
Score: -10345590.000000 Penalty: 5610.161133
	Iteration 62Q: 3 clusters Score -1.034559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 80874 members 
Entering Unmasked Estep 
Score: -10345597.000000 Penalty: 5610.161133
	Iteration 63Q: 3 clusters Score -1.03456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -10345603.000000 Penalty: 5610.161133
	Iteration 64Q: 3 clusters Score -1.03456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -10345621.000000 Penalty: 5610.161133
	Iteration 65Q: 3 clusters Score -1.034562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -10345643.000000 Penalty: 5610.161133
	Iteration 66Q: 3 clusters Score -1.034564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 80884 members 
Entering Unmasked Estep 
Score: -10345654.000000 Penalty: 5610.161133
	Iteration 67Q: 3 clusters Score -1.034565e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -10345663.000000 Penalty: 5610.161133
	Iteration 68Q: 3 clusters Score -1.034566e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -10345678.000000 Penalty: 5610.161133
	Iteration 69Q: 3 clusters Score -1.034568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -10345706.000000 Penalty: 5610.161133
	Iteration 70Q: 3 clusters Score -1.034571e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 80901 members 
Entering Unmasked Estep 
Score: -10345718.000000 Penalty: 5610.161133
	Iteration 71Q: 3 clusters Score -1.034572e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -10345756.000000 Penalty: 5610.161133
	Iteration 72Q: 3 clusters Score -1.034576e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 80910 members 
Entering Unmasked Estep 
Score: -10345779.000000 Penalty: 5610.161133
	Iteration 73Q: 3 clusters Score -1.034578e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 80911 members 
Entering Unmasked Estep 
Score: -10345840.000000 Penalty: 5610.161133
	Iteration 74Q: 3 clusters Score -1.034584e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 80915 members 
Entering Unmasked Estep 
Score: -10345850.000000 Penalty: 5610.161133
	Iteration 75Q: 3 clusters Score -1.034585e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -10345901.000000 Penalty: 5610.161133
	Iteration 76Q: 3 clusters Score -1.03459e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 80921 members 
Entering Unmasked Estep 
Score: -10345923.000000 Penalty: 5610.161133
	Iteration 77Q: 3 clusters Score -1.034592e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 80921 members 
Entering Unmasked Estep 
Score: -10345937.000000 Penalty: 5610.161133
	Iteration 78Q: 3 clusters Score -1.034594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -10345943.000000 Penalty: 5610.161133
	Iteration 79Q: 3 clusters Score -1.034594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 80918 members 
Entering Unmasked Estep 
Score: -10345946.000000 Penalty: 5610.161133
	Iteration 80F: 3 clusters Score -1.034595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -10345961.000000 Penalty: 5610.161133
	Iteration 81Q: 3 clusters Score -1.034596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -10345982.000000 Penalty: 5610.161133
	Iteration 82Q: 3 clusters Score -1.034598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 80909 members 
Entering Unmasked Estep 
Score: -10345986.000000 Penalty: 5610.161133
	Iteration 83Q: 3 clusters Score -1.034599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 80909 members 
Entering Unmasked Estep 
Score: -10345987.000000 Penalty: 5610.161133
	Iteration 84Q: 3 clusters Score -1.034599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 80906 members 
Entering Unmasked Estep 
Score: -10345990.000000 Penalty: 5610.161133
	Iteration 85Q: 3 clusters Score -1.034599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -10345985.000000 Penalty: 5610.161133
	Iteration 86Q: 3 clusters Score -1.034598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -10345999.000000 Penalty: 5610.161133
	Iteration 87Q: 3 clusters Score -1.0346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -10345993.000000 Penalty: 5610.161133
	Iteration 88Q: 3 clusters Score -1.034599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -10345991.000000 Penalty: 5610.161133
	Iteration 89Q: 3 clusters Score -1.034599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -10345980.000000 Penalty: 5610.161133
	Iteration 90Q: 3 clusters Score -1.034598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -10345989.000000 Penalty: 5610.161133
	Iteration 91Q: 3 clusters Score -1.034599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 80895 members 
Entering Unmasked Estep 
Score: -10345978.000000 Penalty: 5610.161133
	Iteration 92Q: 3 clusters Score -1.034598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -10345988.000000 Penalty: 5610.161133
	Iteration 93Q: 3 clusters Score -1.034599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -10346000.000000 Penalty: 5610.161133
	Iteration 94Q: 3 clusters Score -1.0346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 80882 members 
Entering Unmasked Estep 
Score: -10346015.000000 Penalty: 5610.161133
	Iteration 95Q: 3 clusters Score -1.034602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 80884 members 
Entering Unmasked Estep 
Score: -10346017.000000 Penalty: 5610.161133
	Iteration 96Q: 3 clusters Score -1.034602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -10346018.000000 Penalty: 5610.161133
	Iteration 97Q: 3 clusters Score -1.034602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -10346006.000000 Penalty: 5610.161133
	Iteration 98Q: 3 clusters Score -1.034601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 80886 members 
Entering Unmasked Estep 
Score: -10346005.000000 Penalty: 5610.161133
	Iteration 99Q: 3 clusters Score -1.0346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 80882 members 
Entering Unmasked Estep 
Score: -10346023.000000 Penalty: 5610.161133
	Iteration 100F: 3 clusters Score -1.034602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -10346028.000000 Penalty: 5610.161133
	Iteration 101Q: 3 clusters Score -1.034603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -10346033.000000 Penalty: 5610.161133
	Iteration 102Q: 3 clusters Score -1.034603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 80877 members 
Entering Unmasked Estep 
Score: -10346031.000000 Penalty: 5610.161133
	Iteration 103Q: 3 clusters Score -1.034603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -10346031.000000 Penalty: 5610.161133
	Iteration 104Q: 3 clusters Score -1.034603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -10346044.000000 Penalty: 5610.161133
	Iteration 105Q: 3 clusters Score -1.034604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -10346045.000000 Penalty: 5610.161133
	Iteration 106Q: 3 clusters Score -1.034604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 80867 members 
Entering Unmasked Estep 
Score: -10346050.000000 Penalty: 5610.161133
	Iteration 107Q: 3 clusters Score -1.034605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -10346050.000000 Penalty: 5610.161133
	Iteration 108Q: 3 clusters Score -1.034605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 80865 members 
Entering Unmasked Estep 
Score: -10346051.000000 Penalty: 5610.161133
	Iteration 109Q: 3 clusters Score -1.034605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -10346051.000000 Penalty: 5610.161133
	Iteration 110Q: 3 clusters Score -1.034605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -10346049.000000 Penalty: 5610.161133
	Iteration 111Q: 3 clusters Score -1.034605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 80862 members 
Entering Unmasked Estep 
Score: -10346051.000000 Penalty: 5610.161133
	Iteration 112Q: 3 clusters Score -1.034605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 80862 members 
Entering Unmasked Estep 
Score: -10346051.000000 Penalty: 5610.161133
	Iteration 113F: 3 clusters Score -1.034605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (88316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Entering Unmasked Estep 
Score: -11345771.000000 Penalty: 2824.391846
	Iteration 0F: 2 clusters Score -1.134577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -11287104.000000 Penalty: 5648.783691
	Iteration 0F: 3 clusters Score -1.12871e+07 nChanged 41623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -11310780.000000 Penalty: 5648.783691
	Iteration 1F: 3 clusters Score -1.131078e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -11311805.000000 Penalty: 5648.783691
	Iteration 2Q: 3 clusters Score -1.13118e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -11313166.000000 Penalty: 5648.783691
	Iteration 3Q: 3 clusters Score -1.131317e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -11315374.000000 Penalty: 5648.783691
	Iteration 4F: 3 clusters Score -1.131537e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -11318920.000000 Penalty: 5648.783691
	Iteration 5F: 3 clusters Score -1.131892e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -11324209.000000 Penalty: 5648.783691
	Iteration 6F: 3 clusters Score -1.132421e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -11330437.000000 Penalty: 5648.783691
	Iteration 7F: 3 clusters Score -1.133044e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -11335906.000000 Penalty: 5648.783691
	Iteration 8F: 3 clusters Score -1.133591e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 76812 members 
Entering Unmasked Estep 
Score: -11339304.000000 Penalty: 5648.783691
	Iteration 9Q: 3 clusters Score -1.13393e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -11340812.000000 Penalty: 5648.783691
	Iteration 10Q: 3 clusters Score -1.134081e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
Score: -11341503.000000 Penalty: 5648.783691
	Iteration 11Q: 3 clusters Score -1.13415e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -11341921.000000 Penalty: 5648.783691
	Iteration 12Q: 3 clusters Score -1.134192e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 81203 members 
Entering Unmasked Estep 
Score: -11342133.000000 Penalty: 5648.783691
	Iteration 13Q: 3 clusters Score -1.134213e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 81887 members 
Entering Unmasked Estep 
Score: -11342384.000000 Penalty: 5648.783691
	Iteration 14Q: 3 clusters Score -1.134238e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -11342617.000000 Penalty: 5648.783691
	Iteration 15Q: 3 clusters Score -1.134262e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 83043 members 
Entering Unmasked Estep 
Score: -11342799.000000 Penalty: 5648.783691
	Iteration 16Q: 3 clusters Score -1.13428e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 83527 members 
Entering Unmasked Estep 
Score: -11342966.000000 Penalty: 5648.783691
	Iteration 17Q: 3 clusters Score -1.134297e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -11343108.000000 Penalty: 5648.783691
	Iteration 18Q: 3 clusters Score -1.134311e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 84367 members 
Entering Unmasked Estep 
Score: -11343211.000000 Penalty: 5648.783691
	Iteration 19Q: 3 clusters Score -1.134321e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 84701 members 
Entering Unmasked Estep 
Score: -11343317.000000 Penalty: 5648.783691
	Iteration 20F: 3 clusters Score -1.134332e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 84997 members 
Entering Unmasked Estep 
Score: -11343397.000000 Penalty: 5648.783691
	Iteration 21Q: 3 clusters Score -1.13434e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 85257 members 
Entering Unmasked Estep 
Score: -11343500.000000 Penalty: 5648.783691
	Iteration 22Q: 3 clusters Score -1.13435e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -11343563.000000 Penalty: 5648.783691
	Iteration 23Q: 3 clusters Score -1.134356e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 85680 members 
Entering Unmasked Estep 
Score: -11343652.000000 Penalty: 5648.783691
	Iteration 24Q: 3 clusters Score -1.134365e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 85836 members 
Entering Unmasked Estep 
Score: -11343721.000000 Penalty: 5648.783691
	Iteration 25Q: 3 clusters Score -1.134372e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 85958 members 
Entering Unmasked Estep 
Score: -11343737.000000 Penalty: 5648.783691
	Iteration 26Q: 3 clusters Score -1.134374e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -11343784.000000 Penalty: 5648.783691
	Iteration 27Q: 3 clusters Score -1.134378e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 86159 members 
Entering Unmasked Estep 
Score: -11343832.000000 Penalty: 5648.783691
	Iteration 28Q: 3 clusters Score -1.134383e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 86229 members 
Entering Unmasked Estep 
Score: -11343841.000000 Penalty: 5648.783691
	Iteration 29Q: 3 clusters Score -1.134384e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 86283 members 
Entering Unmasked Estep 
Score: -11343854.000000 Penalty: 5648.783691
	Iteration 30Q: 3 clusters Score -1.134385e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 86337 members 
Entering Unmasked Estep 
Score: -11343850.000000 Penalty: 5648.783691
	Iteration 31Q: 3 clusters Score -1.134385e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 86377 members 
Entering Unmasked Estep 
Score: -11343871.000000 Penalty: 5648.783691
	Iteration 32Q: 3 clusters Score -1.134387e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 86406 members 
Entering Unmasked Estep 
Score: -11343874.000000 Penalty: 5648.783691
	Iteration 33Q: 3 clusters Score -1.134387e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 86447 members 
Entering Unmasked Estep 
Score: -11343876.000000 Penalty: 5648.783691
	Iteration 34Q: 3 clusters Score -1.134388e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 86481 members 
Entering Unmasked Estep 
Score: -11343898.000000 Penalty: 5648.783691
	Iteration 35Q: 3 clusters Score -1.13439e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 86510 members 
Entering Unmasked Estep 
Score: -11343914.000000 Penalty: 5648.783691
	Iteration 36Q: 3 clusters Score -1.134391e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -11343908.000000 Penalty: 5648.783691
	Iteration 37Q: 3 clusters Score -1.134391e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -11343921.000000 Penalty: 5648.783691
	Iteration 38Q: 3 clusters Score -1.134392e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -11343930.000000 Penalty: 5648.783691
	Iteration 39Q: 3 clusters Score -1.134393e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -11343926.000000 Penalty: 5648.783691
	Iteration 40F: 3 clusters Score -1.134393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 86625 members 
Entering Unmasked Estep 
Score: -11343932.000000 Penalty: 5648.783691
	Iteration 41Q: 3 clusters Score -1.134393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 86635 members 
Entering Unmasked Estep 
Score: -11343939.000000 Penalty: 5648.783691
	Iteration 42Q: 3 clusters Score -1.134394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 86648 members 
Entering Unmasked Estep 
Score: -11343945.000000 Penalty: 5648.783691
	Iteration 43Q: 3 clusters Score -1.134394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 86662 members 
Entering Unmasked Estep 
Score: -11343943.000000 Penalty: 5648.783691
	Iteration 44Q: 3 clusters Score -1.134394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -11343932.000000 Penalty: 5648.783691
	Iteration 45Q: 3 clusters Score -1.134393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 86691 members 
Entering Unmasked Estep 
Score: -11343938.000000 Penalty: 5648.783691
	Iteration 46Q: 3 clusters Score -1.134394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
Score: -11343948.000000 Penalty: 5648.783691
	Iteration 47Q: 3 clusters Score -1.134395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 86709 members 
Entering Unmasked Estep 
Score: -11343948.000000 Penalty: 5648.783691
	Iteration 48Q: 3 clusters Score -1.134395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 86718 members 
Entering Unmasked Estep 
Score: -11343952.000000 Penalty: 5648.783691
	Iteration 49Q: 3 clusters Score -1.134395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -11343946.000000 Penalty: 5648.783691
	Iteration 50Q: 3 clusters Score -1.134395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -11343948.000000 Penalty: 5648.783691
	Iteration 51Q: 3 clusters Score -1.134395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -11343949.000000 Penalty: 5648.783691
	Iteration 52Q: 3 clusters Score -1.134395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -11343943.000000 Penalty: 5648.783691
	Iteration 53Q: 3 clusters Score -1.134394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 86743 members 
Entering Unmasked Estep 
Score: -11343950.000000 Penalty: 5648.783691
	Iteration 54Q: 3 clusters Score -1.134395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -11343973.000000 Penalty: 5648.783691
	Iteration 55Q: 3 clusters Score -1.134397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 86768 members 
Entering Unmasked Estep 
Score: -11343975.000000 Penalty: 5648.783691
	Iteration 56Q: 3 clusters Score -1.134398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -11343971.000000 Penalty: 5648.783691
	Iteration 57Q: 3 clusters Score -1.134397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 86782 members 
Entering Unmasked Estep 
Score: -11343979.000000 Penalty: 5648.783691
	Iteration 58Q: 3 clusters Score -1.134398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 86786 members 
Entering Unmasked Estep 
Score: -11343974.000000 Penalty: 5648.783691
	Iteration 59Q: 3 clusters Score -1.134397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 86789 members 
Entering Unmasked Estep 
Score: -11343973.000000 Penalty: 5648.783691
	Iteration 60F: 3 clusters Score -1.134397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 86790 members 
Entering Unmasked Estep 
Score: -11343984.000000 Penalty: 5648.783691
	Iteration 61Q: 3 clusters Score -1.134398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -11343981.000000 Penalty: 5648.783691
	Iteration 62Q: 3 clusters Score -1.134398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 86802 members 
Entering Unmasked Estep 
Score: -11343983.000000 Penalty: 5648.783691
	Iteration 63Q: 3 clusters Score -1.134398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 86807 members 
Entering Unmasked Estep 
Score: -11343988.000000 Penalty: 5648.783691
	Iteration 64Q: 3 clusters Score -1.134399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -11343989.000000 Penalty: 5648.783691
	Iteration 65Q: 3 clusters Score -1.134399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 86816 members 
Entering Unmasked Estep 
Score: -11343998.000000 Penalty: 5648.783691
	Iteration 66Q: 3 clusters Score -1.1344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 86822 members 
Entering Unmasked Estep 
Score: -11343999.000000 Penalty: 5648.783691
	Iteration 67Q: 3 clusters Score -1.1344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 86827 members 
Entering Unmasked Estep 
Score: -11343995.000000 Penalty: 5648.783691
	Iteration 68Q: 3 clusters Score -1.1344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 86827 members 
Entering Unmasked Estep 
Score: -11343995.000000 Penalty: 5648.783691
	Iteration 69F: 3 clusters Score -1.1344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (167589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167589 members 
Entering Unmasked Estep 
Score: -21316528.000000 Penalty: 2983.259033
	Iteration 0F: 2 clusters Score -2.131653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83883 members 
Mstep: Class 2 contains 83706 members 
Entering Unmasked Estep 
Score: -21207912.000000 Penalty: 5966.518066
	Iteration 0F: 3 clusters Score -2.120791e+07 nChanged 80099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85928 members 
Mstep: Class 2 contains 81661 members 
Entering Unmasked Estep 
Score: -21254224.000000 Penalty: 5966.518066
	Iteration 1F: 3 clusters Score -2.125422e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87708 members 
Mstep: Class 2 contains 79881 members 
Entering Unmasked Estep 
Score: -21255880.000000 Penalty: 5966.518066
	Iteration 2Q: 3 clusters Score -2.125588e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90649 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -21258300.000000 Penalty: 5966.518066
	Iteration 3Q: 3 clusters Score -2.12583e+07 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95139 members 
Mstep: Class 2 contains 72450 members 
Entering Unmasked Estep 
Score: -21262560.000000 Penalty: 5966.518066
	Iteration 4F: 3 clusters Score -2.126256e+07 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101706 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -21269536.000000 Penalty: 5966.518066
	Iteration 5F: 3 clusters Score -2.126954e+07 nChanged 12678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109916 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -21279224.000000 Penalty: 5966.518066
	Iteration 6F: 3 clusters Score -2.127922e+07 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118084 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -21290726.000000 Penalty: 5966.518066
	Iteration 7F: 3 clusters Score -2.129073e+07 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124036 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -21299890.000000 Penalty: 5966.518066
	Iteration 8F: 3 clusters Score -2.129989e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127520 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -21303886.000000 Penalty: 5966.518066
	Iteration 9Q: 3 clusters Score -2.130389e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130088 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -21305550.000000 Penalty: 5966.518066
	Iteration 10Q: 3 clusters Score -2.130555e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132367 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -21306626.000000 Penalty: 5966.518066
	Iteration 11Q: 3 clusters Score -2.130663e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134486 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -21307472.000000 Penalty: 5966.518066
	Iteration 12Q: 3 clusters Score -2.130747e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136495 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -21308240.000000 Penalty: 5966.518066
	Iteration 13Q: 3 clusters Score -2.130824e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138482 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -21308834.000000 Penalty: 5966.518066
	Iteration 14Q: 3 clusters Score -2.130883e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140366 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -21309426.000000 Penalty: 5966.518066
	Iteration 15Q: 3 clusters Score -2.130943e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142209 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -21309966.000000 Penalty: 5966.518066
	Iteration 16Q: 3 clusters Score -2.130997e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144029 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -21310716.000000 Penalty: 5966.518066
	Iteration 17Q: 3 clusters Score -2.131072e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145862 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -21311432.000000 Penalty: 5966.518066
	Iteration 18Q: 3 clusters Score -2.131143e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147729 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -21312026.000000 Penalty: 5966.518066
	Iteration 19Q: 3 clusters Score -2.131203e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149557 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -21312680.000000 Penalty: 5966.518066
	Iteration 20F: 3 clusters Score -2.131268e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151431 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -21313206.000000 Penalty: 5966.518066
	Iteration 21Q: 3 clusters Score -2.131321e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153171 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -21313590.000000 Penalty: 5966.518066
	Iteration 22Q: 3 clusters Score -2.131359e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154810 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -21314098.000000 Penalty: 5966.518066
	Iteration 23Q: 3 clusters Score -2.13141e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156339 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -21314548.000000 Penalty: 5966.518066
	Iteration 24Q: 3 clusters Score -2.131455e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157746 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -21314934.000000 Penalty: 5966.518066
	Iteration 25Q: 3 clusters Score -2.131493e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159017 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -21315102.000000 Penalty: 5966.518066
	Iteration 26Q: 3 clusters Score -2.13151e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160156 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -21315310.000000 Penalty: 5966.518066
	Iteration 27Q: 3 clusters Score -2.131531e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161166 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -21315482.000000 Penalty: 5966.518066
	Iteration 28Q: 3 clusters Score -2.131548e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161975 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -21315532.000000 Penalty: 5966.518066
	Iteration 29Q: 3 clusters Score -2.131553e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162647 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -21315544.000000 Penalty: 5966.518066
	Iteration 30Q: 3 clusters Score -2.131554e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163178 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -21315514.000000 Penalty: 5966.518066
	Iteration 31Q: 3 clusters Score -2.131551e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163602 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -21315500.000000 Penalty: 5966.518066
	Iteration 32Q: 3 clusters Score -2.13155e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163975 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -21315558.000000 Penalty: 5966.518066
	Iteration 33Q: 3 clusters Score -2.131556e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164294 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -21315586.000000 Penalty: 5966.518066
	Iteration 34Q: 3 clusters Score -2.131559e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164555 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -21315544.000000 Penalty: 5966.518066
	Iteration 35Q: 3 clusters Score -2.131554e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164765 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -21315464.000000 Penalty: 5966.518066
	Iteration 36Q: 3 clusters Score -2.131546e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164948 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -21315472.000000 Penalty: 5966.518066
	Iteration 37Q: 3 clusters Score -2.131547e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165101 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -21315444.000000 Penalty: 5966.518066
	Iteration 38Q: 3 clusters Score -2.131544e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165225 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -21315344.000000 Penalty: 5966.518066
	Iteration 39Q: 3 clusters Score -2.131534e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165337 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -21315354.000000 Penalty: 5966.518066
	Iteration 40F: 3 clusters Score -2.131535e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165419 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -21315350.000000 Penalty: 5966.518066
	Iteration 41Q: 3 clusters Score -2.131535e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165484 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -21315326.000000 Penalty: 5966.518066
	Iteration 42Q: 3 clusters Score -2.131533e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165542 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -21315274.000000 Penalty: 5966.518066
	Iteration 43Q: 3 clusters Score -2.131527e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165583 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -21315268.000000 Penalty: 5966.518066
	Iteration 44Q: 3 clusters Score -2.131527e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165617 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -21315258.000000 Penalty: 5966.518066
	Iteration 45Q: 3 clusters Score -2.131526e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165646 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -21315256.000000 Penalty: 5966.518066
	Iteration 46Q: 3 clusters Score -2.131526e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165675 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -21315242.000000 Penalty: 5966.518066
	Iteration 47Q: 3 clusters Score -2.131524e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165704 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -21315216.000000 Penalty: 5966.518066
	Iteration 48Q: 3 clusters Score -2.131522e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165736 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -21315192.000000 Penalty: 5966.518066
	Iteration 49Q: 3 clusters Score -2.131519e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165756 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -21315176.000000 Penalty: 5966.518066
	Iteration 50Q: 3 clusters Score -2.131518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165779 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -21315180.000000 Penalty: 5966.518066
	Iteration 51Q: 3 clusters Score -2.131518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165800 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -21315176.000000 Penalty: 5966.518066
	Iteration 52Q: 3 clusters Score -2.131518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165822 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -21315172.000000 Penalty: 5966.518066
	Iteration 53Q: 3 clusters Score -2.131517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165835 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -21315178.000000 Penalty: 5966.518066
	Iteration 54Q: 3 clusters Score -2.131518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165848 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -21315156.000000 Penalty: 5966.518066
	Iteration 55Q: 3 clusters Score -2.131516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165860 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -21315166.000000 Penalty: 5966.518066
	Iteration 56Q: 3 clusters Score -2.131517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165872 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -21315144.000000 Penalty: 5966.518066
	Iteration 57Q: 3 clusters Score -2.131514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165883 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -21315150.000000 Penalty: 5966.518066
	Iteration 58Q: 3 clusters Score -2.131515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165896 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -21315146.000000 Penalty: 5966.518066
	Iteration 59Q: 3 clusters Score -2.131515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165906 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -21315150.000000 Penalty: 5966.518066
	Iteration 60F: 3 clusters Score -2.131515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165915 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -21315148.000000 Penalty: 5966.518066
	Iteration 61Q: 3 clusters Score -2.131515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165923 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -21315150.000000 Penalty: 5966.518066
	Iteration 62Q: 3 clusters Score -2.131515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165930 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -21315150.000000 Penalty: 5966.518066
	Iteration 63Q: 3 clusters Score -2.131515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165937 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -21315138.000000 Penalty: 5966.518066
	Iteration 64Q: 3 clusters Score -2.131514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165949 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -21315152.000000 Penalty: 5966.518066
	Iteration 65Q: 3 clusters Score -2.131515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165956 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -21315142.000000 Penalty: 5966.518066
	Iteration 66Q: 3 clusters Score -2.131514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165966 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -21315140.000000 Penalty: 5966.518066
	Iteration 67Q: 3 clusters Score -2.131514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165974 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -21315124.000000 Penalty: 5966.518066
	Iteration 68Q: 3 clusters Score -2.131512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165977 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -21315150.000000 Penalty: 5966.518066
	Iteration 69Q: 3 clusters Score -2.131515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165980 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -21315152.000000 Penalty: 5966.518066
	Iteration 70Q: 3 clusters Score -2.131515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165982 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -21315152.000000 Penalty: 5966.518066
	Iteration 71Q: 3 clusters Score -2.131515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165982 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -21315152.000000 Penalty: 5966.518066
	Iteration 72F: 3 clusters Score -2.131515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77554 members 
Entering Unmasked Estep 
Score: -10006761.000000 Penalty: 2792.165039
	Iteration 0F: 2 clusters Score -1.000676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -9954914.000000 Penalty: 5584.330078
	Iteration 0F: 3 clusters Score -9954914 nChanged 36358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -9975507.000000 Penalty: 5584.330078
	Iteration 1F: 3 clusters Score -9975507 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -9976039.000000 Penalty: 5584.330078
	Iteration 2Q: 3 clusters Score -9976039 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -9976704.000000 Penalty: 5584.330078
	Iteration 3Q: 3 clusters Score -9976704 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -9977469.000000 Penalty: 5584.330078
	Iteration 4Q: 3 clusters Score -9977469 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -9978576.000000 Penalty: 5584.330078
	Iteration 5Q: 3 clusters Score -9978576 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -9980247.000000 Penalty: 5584.330078
	Iteration 6Q: 3 clusters Score -9980247 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -9982861.000000 Penalty: 5584.330078
	Iteration 7F: 3 clusters Score -9982861 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -9987354.000000 Penalty: 5584.330078
	Iteration 8F: 3 clusters Score -9987354 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -9993097.000000 Penalty: 5584.330078
	Iteration 9F: 3 clusters Score -9993097 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -9998589.000000 Penalty: 5584.330078
	Iteration 10F: 3 clusters Score -9998589 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -10001995.000000 Penalty: 5584.330078
	Iteration 11Q: 3 clusters Score -1.0002e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10003491.000000 Penalty: 5584.330078
	Iteration 12Q: 3 clusters Score -1.000349e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10003970.000000 Penalty: 5584.330078
	Iteration 13Q: 3 clusters Score -1.000397e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77193 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10004152.000000 Penalty: 5584.330078
	Iteration 14Q: 3 clusters Score -1.000415e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10004231.000000 Penalty: 5584.330078
	Iteration 15Q: 3 clusters Score -1.000423e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10004276.000000 Penalty: 5584.330078
	Iteration 16Q: 3 clusters Score -1.000428e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77261 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10004315.000000 Penalty: 5584.330078
	Iteration 17Q: 3 clusters Score -1.000432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10004333.000000 Penalty: 5584.330078
	Iteration 18Q: 3 clusters Score -1.000433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10004340.000000 Penalty: 5584.330078
	Iteration 19Q: 3 clusters Score -1.000434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77270 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10004345.000000 Penalty: 5584.330078
	Iteration 20F: 3 clusters Score -1.000434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10004353.000000 Penalty: 5584.330078
	Iteration 21Q: 3 clusters Score -1.000435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10004348.000000 Penalty: 5584.330078
	Iteration 22Q: 3 clusters Score -1.000435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10004354.000000 Penalty: 5584.330078
	Iteration 23Q: 3 clusters Score -1.000435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10004354.000000 Penalty: 5584.330078
	Iteration 24F: 3 clusters Score -1.000435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Entering Unmasked Estep 
Score: -3755890.000000 Penalty: 2549.713379
	Iteration 0F: 2 clusters Score -3755890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3735855.750000 Penalty: 5099.426758
	Iteration 0F: 3 clusters Score -3735856 nChanged 13183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3742933.750000 Penalty: 5099.426758
	Iteration 1F: 3 clusters Score -3742934 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3743305.750000 Penalty: 5099.426758
	Iteration 2Q: 3 clusters Score -3743306 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3743646.500000 Penalty: 5099.426758
	Iteration 3Q: 3 clusters Score -3743646 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3744007.250000 Penalty: 5099.426758
	Iteration 4Q: 3 clusters Score -3744007 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3744425.750000 Penalty: 5099.426758
	Iteration 5Q: 3 clusters Score -3744426 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -3744960.750000 Penalty: 5099.426758
	Iteration 6Q: 3 clusters Score -3744961 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -3745675.500000 Penalty: 5099.426758
	Iteration 7Q: 3 clusters Score -3745676 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -3746646.500000 Penalty: 5099.426758
	Iteration 8F: 3 clusters Score -3746646 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3747865.500000 Penalty: 5099.426758
	Iteration 9F: 3 clusters Score -3747866 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3749282.500000 Penalty: 5099.426758
	Iteration 10F: 3 clusters Score -3749282 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3750636.500000 Penalty: 5099.426758
	Iteration 11F: 3 clusters Score -3750636 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -3751520.750000 Penalty: 5099.426758
	Iteration 12Q: 3 clusters Score -3751521 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -3751964.000000 Penalty: 5099.426758
	Iteration 13Q: 3 clusters Score -3751964 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -3752214.250000 Penalty: 5099.426758
	Iteration 14Q: 3 clusters Score -3752214 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3752398.750000 Penalty: 5099.426758
	Iteration 15Q: 3 clusters Score -3752399 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -3752526.250000 Penalty: 5099.426758
	Iteration 16Q: 3 clusters Score -3752526 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -3752613.000000 Penalty: 5099.426758
	Iteration 17Q: 3 clusters Score -3752613 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3752729.250000 Penalty: 5099.426758
	Iteration 18Q: 3 clusters Score -3752729 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -3752802.500000 Penalty: 5099.426758
	Iteration 19Q: 3 clusters Score -3752802 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3752906.500000 Penalty: 5099.426758
	Iteration 20F: 3 clusters Score -3752906 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3753011.000000 Penalty: 5099.426758
	Iteration 21Q: 3 clusters Score -3753011 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3753087.250000 Penalty: 5099.426758
	Iteration 22Q: 3 clusters Score -3753087 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -3753177.500000 Penalty: 5099.426758
	Iteration 23Q: 3 clusters Score -3753178 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3753274.250000 Penalty: 5099.426758
	Iteration 24Q: 3 clusters Score -3753274 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -3753354.750000 Penalty: 5099.426758
	Iteration 25Q: 3 clusters Score -3753355 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -3753422.000000 Penalty: 5099.426758
	Iteration 26Q: 3 clusters Score -3753422 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -3753484.000000 Penalty: 5099.426758
	Iteration 27Q: 3 clusters Score -3753484 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3753534.750000 Penalty: 5099.426758
	Iteration 28Q: 3 clusters Score -3753535 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -3753570.250000 Penalty: 5099.426758
	Iteration 29Q: 3 clusters Score -3753570 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -3753587.500000 Penalty: 5099.426758
	Iteration 30Q: 3 clusters Score -3753588 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -3753615.750000 Penalty: 5099.426758
	Iteration 31Q: 3 clusters Score -3753616 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -3753634.000000 Penalty: 5099.426758
	Iteration 32Q: 3 clusters Score -3753634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3753655.500000 Penalty: 5099.426758
	Iteration 33Q: 3 clusters Score -3753656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -3753671.000000 Penalty: 5099.426758
	Iteration 34Q: 3 clusters Score -3753671 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -3753686.750000 Penalty: 5099.426758
	Iteration 35Q: 3 clusters Score -3753687 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3753707.250000 Penalty: 5099.426758
	Iteration 36Q: 3 clusters Score -3753707 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3753721.250000 Penalty: 5099.426758
	Iteration 37Q: 3 clusters Score -3753721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3753736.500000 Penalty: 5099.426758
	Iteration 38Q: 3 clusters Score -3753736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -3753746.250000 Penalty: 5099.426758
	Iteration 39Q: 3 clusters Score -3753746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -3753747.500000 Penalty: 5099.426758
	Iteration 40F: 3 clusters Score -3753748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -3753753.750000 Penalty: 5099.426758
	Iteration 41Q: 3 clusters Score -3753754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -3753759.750000 Penalty: 5099.426758
	Iteration 42Q: 3 clusters Score -3753760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3753777.250000 Penalty: 5099.426758
	Iteration 43Q: 3 clusters Score -3753777 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -3753788.000000 Penalty: 5099.426758
	Iteration 44Q: 3 clusters Score -3753788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3753796.000000 Penalty: 5099.426758
	Iteration 45Q: 3 clusters Score -3753796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -3753803.750000 Penalty: 5099.426758
	Iteration 46Q: 3 clusters Score -3753804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3753814.250000 Penalty: 5099.426758
	Iteration 47Q: 3 clusters Score -3753814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3753825.000000 Penalty: 5099.426758
	Iteration 48Q: 3 clusters Score -3753825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3753822.500000 Penalty: 5099.426758
	Iteration 49Q: 3 clusters Score -3753822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3753833.750000 Penalty: 5099.426758
	Iteration 50Q: 3 clusters Score -3753834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -3753834.000000 Penalty: 5099.426758
	Iteration 51Q: 3 clusters Score -3753834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3753831.000000 Penalty: 5099.426758
	Iteration 52Q: 3 clusters Score -3753831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3753834.500000 Penalty: 5099.426758
	Iteration 53Q: 3 clusters Score -3753834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3753841.750000 Penalty: 5099.426758
	Iteration 54Q: 3 clusters Score -3753842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3753847.000000 Penalty: 5099.426758
	Iteration 55Q: 3 clusters Score -3753847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -3753853.750000 Penalty: 5099.426758
	Iteration 56Q: 3 clusters Score -3753854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3753855.000000 Penalty: 5099.426758
	Iteration 57Q: 3 clusters Score -3753855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -3753860.500000 Penalty: 5099.426758
	Iteration 58Q: 3 clusters Score -3753860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3753868.500000 Penalty: 5099.426758
	Iteration 59Q: 3 clusters Score -3753868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3753876.750000 Penalty: 5099.426758
	Iteration 60F: 3 clusters Score -3753877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3753878.500000 Penalty: 5099.426758
	Iteration 61Q: 3 clusters Score -3753878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3753877.750000 Penalty: 5099.426758
	Iteration 62Q: 3 clusters Score -3753878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3753877.250000 Penalty: 5099.426758
	Iteration 63Q: 3 clusters Score -3753877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3753880.250000 Penalty: 5099.426758
	Iteration 64Q: 3 clusters Score -3753880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -3753879.500000 Penalty: 5099.426758
	Iteration 65Q: 3 clusters Score -3753880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -3753876.500000 Penalty: 5099.426758
	Iteration 66Q: 3 clusters Score -3753876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -3753880.000000 Penalty: 5099.426758
	Iteration 67Q: 3 clusters Score -3753880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3753879.250000 Penalty: 5099.426758
	Iteration 68Q: 3 clusters Score -3753879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -3753878.750000 Penalty: 5099.426758
	Iteration 69Q: 3 clusters Score -3753879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3753877.500000 Penalty: 5099.426758
	Iteration 70Q: 3 clusters Score -3753878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -3753879.250000 Penalty: 5099.426758
	Iteration 71Q: 3 clusters Score -3753879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3753876.250000 Penalty: 5099.426758
	Iteration 72Q: 3 clusters Score -3753876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3753876.250000 Penalty: 5099.426758
	Iteration 73F: 3 clusters Score -3753876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Entering Unmasked Estep 
Score: -195944.140625 Penalty: 1841.784180
	Iteration 0F: 2 clusters Score -195944.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -193504.515625 Penalty: 3683.568359
	Iteration 0F: 3 clusters Score -193504.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -193938.515625 Penalty: 3683.568359
	Iteration 1F: 3 clusters Score -193938.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -194119.734375 Penalty: 3683.568359
	Iteration 2F: 3 clusters Score -194119.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -194253.859375 Penalty: 3683.568359
	Iteration 3F: 3 clusters Score -194253.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -194363.562500 Penalty: 3683.568359
	Iteration 4Q: 3 clusters Score -194363.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -194481.328125 Penalty: 3683.568359
	Iteration 5Q: 3 clusters Score -194481.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -194559.218750 Penalty: 3683.568359
	Iteration 6Q: 3 clusters Score -194559.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -194676.109375 Penalty: 3683.568359
	Iteration 7Q: 3 clusters Score -194676.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -194793.296875 Penalty: 3683.568359
	Iteration 8Q: 3 clusters Score -194793.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -194944.578125 Penalty: 3683.568359
	Iteration 9Q: 3 clusters Score -194944.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -195045.656250 Penalty: 3683.568359
	Iteration 10Q: 3 clusters Score -195045.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -195132.156250 Penalty: 3683.568359
	Iteration 11Q: 3 clusters Score -195132.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -195175.578125 Penalty: 3683.568359
	Iteration 12Q: 3 clusters Score -195175.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -195198.796875 Penalty: 3683.568359
	Iteration 13Q: 3 clusters Score -195198.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -195205.562500 Penalty: 3683.568359
	Iteration 14Q: 3 clusters Score -195205.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -195205.640625 Penalty: 3683.568359
	Iteration 15Q: 3 clusters Score -195205.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -195206.765625 Penalty: 3683.568359
	Iteration 16Q: 3 clusters Score -195206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -195206.765625 Penalty: 3683.568359
	Iteration 17F: 3 clusters Score -195206.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Entering Unmasked Estep 
Score: -981648.687500 Penalty: 2229.691406
	Iteration 0F: 2 clusters Score -981648.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -975244.562500 Penalty: 4459.382812
	Iteration 0F: 3 clusters Score -975244.6 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -977040.437500 Penalty: 4459.382812
	Iteration 1F: 3 clusters Score -977040.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -977321.250000 Penalty: 4459.382812
	Iteration 2F: 3 clusters Score -977321.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -977506.125000 Penalty: 4459.382812
	Iteration 3F: 3 clusters Score -977506.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -977618.187500 Penalty: 4459.382812
	Iteration 4Q: 3 clusters Score -977618.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -977705.250000 Penalty: 4459.382812
	Iteration 5Q: 3 clusters Score -977705.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -977769.812500 Penalty: 4459.382812
	Iteration 6Q: 3 clusters Score -977769.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -977818.687500 Penalty: 4459.382812
	Iteration 7Q: 3 clusters Score -977818.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -977872.437500 Penalty: 4459.382812
	Iteration 8Q: 3 clusters Score -977872.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -977922.437500 Penalty: 4459.382812
	Iteration 9Q: 3 clusters Score -977922.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -977979.812500 Penalty: 4459.382812
	Iteration 10Q: 3 clusters Score -977979.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -978037.625000 Penalty: 4459.382812
	Iteration 11Q: 3 clusters Score -978037.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -978100.062500 Penalty: 4459.382812
	Iteration 12Q: 3 clusters Score -978100.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -978160.312500 Penalty: 4459.382812
	Iteration 13Q: 3 clusters Score -978160.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -978218.937500 Penalty: 4459.382812
	Iteration 14Q: 3 clusters Score -978218.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -978287.062500 Penalty: 4459.382812
	Iteration 15Q: 3 clusters Score -978287.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -978358.812500 Penalty: 4459.382812
	Iteration 16Q: 3 clusters Score -978358.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -978447.562500 Penalty: 4459.382812
	Iteration 17Q: 3 clusters Score -978447.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -978527.437500 Penalty: 4459.382812
	Iteration 18Q: 3 clusters Score -978527.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -978607.625000 Penalty: 4459.382812
	Iteration 19Q: 3 clusters Score -978607.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -978701.000000 Penalty: 4459.382812
	Iteration 20F: 3 clusters Score -978701 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -978800.500000 Penalty: 4459.382812
	Iteration 21Q: 3 clusters Score -978800.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -978904.812500 Penalty: 4459.382812
	Iteration 22Q: 3 clusters Score -978904.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -979023.375000 Penalty: 4459.382812
	Iteration 23Q: 3 clusters Score -979023.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -979151.187500 Penalty: 4459.382812
	Iteration 24Q: 3 clusters Score -979151.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -979260.187500 Penalty: 4459.382812
	Iteration 25Q: 3 clusters Score -979260.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -979374.625000 Penalty: 4459.382812
	Iteration 26Q: 3 clusters Score -979374.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -979462.625000 Penalty: 4459.382812
	Iteration 27Q: 3 clusters Score -979462.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -979525.812500 Penalty: 4459.382812
	Iteration 28Q: 3 clusters Score -979525.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -979572.812500 Penalty: 4459.382812
	Iteration 29Q: 3 clusters Score -979572.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -979606.875000 Penalty: 4459.382812
	Iteration 30Q: 3 clusters Score -979606.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -979636.062500 Penalty: 4459.382812
	Iteration 31Q: 3 clusters Score -979636.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -979661.062500 Penalty: 4459.382812
	Iteration 32Q: 3 clusters Score -979661.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -979678.000000 Penalty: 4459.382812
	Iteration 33Q: 3 clusters Score -979678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -979688.562500 Penalty: 4459.382812
	Iteration 34Q: 3 clusters Score -979688.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -979700.937500 Penalty: 4459.382812
	Iteration 35Q: 3 clusters Score -979700.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -979706.875000 Penalty: 4459.382812
	Iteration 36Q: 3 clusters Score -979706.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -979721.125000 Penalty: 4459.382812
	Iteration 37Q: 3 clusters Score -979721.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -979731.062500 Penalty: 4459.382812
	Iteration 38Q: 3 clusters Score -979731.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -979741.250000 Penalty: 4459.382812
	Iteration 39Q: 3 clusters Score -979741.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -979746.625000 Penalty: 4459.382812
	Iteration 40F: 3 clusters Score -979746.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -979749.625000 Penalty: 4459.382812
	Iteration 41Q: 3 clusters Score -979749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -979752.187500 Penalty: 4459.382812
	Iteration 42Q: 3 clusters Score -979752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -979752.562500 Penalty: 4459.382812
	Iteration 43Q: 3 clusters Score -979752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -979754.125000 Penalty: 4459.382812
	Iteration 44Q: 3 clusters Score -979754.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -979758.687500 Penalty: 4459.382812
	Iteration 45Q: 3 clusters Score -979758.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -979758.687500 Penalty: 4459.382812
	Iteration 46Q: 3 clusters Score -979758.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -979759.500000 Penalty: 4459.382812
	Iteration 47Q: 3 clusters Score -979759.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -979759.500000 Penalty: 4459.382812
	Iteration 48F: 3 clusters Score -979759.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -60019.062500 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -60019.06 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 252 members 
Entering Unmasked Estep 
Score: -58465.250000 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -58465.25 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58635.789062 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -58635.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58695.707031 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -58695.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58731.640625 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -58731.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58743.335938 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -58743.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -58748.035156 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -58748.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58759.824219 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -58759.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58761.164062 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -58761.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58765.628906 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -58765.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58765.628906 Penalty: 3097.106689
	Iteration 9F: 3 clusters Score -58765.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -291604.656250 Penalty: 1923.217773
	Iteration 0F: 2 clusters Score -291604.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -288715.031250 Penalty: 3846.435547
	Iteration 0F: 3 clusters Score -288715 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -289257.812500 Penalty: 3846.435547
	Iteration 1F: 3 clusters Score -289257.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -289416.531250 Penalty: 3846.435547
	Iteration 2F: 3 clusters Score -289416.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -289493.843750 Penalty: 3846.435547
	Iteration 3Q: 3 clusters Score -289493.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -289531.125000 Penalty: 3846.435547
	Iteration 4Q: 3 clusters Score -289531.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -289561.906250 Penalty: 3846.435547
	Iteration 5Q: 3 clusters Score -289561.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -289591.500000 Penalty: 3846.435547
	Iteration 6Q: 3 clusters Score -289591.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -289613.781250 Penalty: 3846.435547
	Iteration 7Q: 3 clusters Score -289613.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -289632.218750 Penalty: 3846.435547
	Iteration 8Q: 3 clusters Score -289632.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -289640.687500 Penalty: 3846.435547
	Iteration 9Q: 3 clusters Score -289640.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -289647.281250 Penalty: 3846.435547
	Iteration 10Q: 3 clusters Score -289647.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -289653.531250 Penalty: 3846.435547
	Iteration 11Q: 3 clusters Score -289653.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -289661.093750 Penalty: 3846.435547
	Iteration 12Q: 3 clusters Score -289661.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -289670.437500 Penalty: 3846.435547
	Iteration 13Q: 3 clusters Score -289670.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -289675.281250 Penalty: 3846.435547
	Iteration 14Q: 3 clusters Score -289675.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -289679.156250 Penalty: 3846.435547
	Iteration 15Q: 3 clusters Score -289679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -289680.093750 Penalty: 3846.435547
	Iteration 16Q: 3 clusters Score -289680.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -289682.218750 Penalty: 3846.435547
	Iteration 17Q: 3 clusters Score -289682.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -289684.843750 Penalty: 3846.435547
	Iteration 18Q: 3 clusters Score -289684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -289687.531250 Penalty: 3846.435547
	Iteration 19Q: 3 clusters Score -289687.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -289688.718750 Penalty: 3846.435547
	Iteration 20F: 3 clusters Score -289688.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -289691.531250 Penalty: 3846.435547
	Iteration 21Q: 3 clusters Score -289691.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -289694.437500 Penalty: 3846.435547
	Iteration 22Q: 3 clusters Score -289694.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -289696.625000 Penalty: 3846.435547
	Iteration 23Q: 3 clusters Score -289696.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -289699.156250 Penalty: 3846.435547
	Iteration 24Q: 3 clusters Score -289699.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -289703.406250 Penalty: 3846.435547
	Iteration 25Q: 3 clusters Score -289703.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -289708.312500 Penalty: 3846.435547
	Iteration 26Q: 3 clusters Score -289708.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -289715.906250 Penalty: 3846.435547
	Iteration 27Q: 3 clusters Score -289715.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -289724.218750 Penalty: 3846.435547
	Iteration 28Q: 3 clusters Score -289724.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -289736.343750 Penalty: 3846.435547
	Iteration 29Q: 3 clusters Score -289736.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -289745.437500 Penalty: 3846.435547
	Iteration 30Q: 3 clusters Score -289745.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -289750.906250 Penalty: 3846.435547
	Iteration 31Q: 3 clusters Score -289750.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -289760.531250 Penalty: 3846.435547
	Iteration 32Q: 3 clusters Score -289760.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -289771.812500 Penalty: 3846.435547
	Iteration 33Q: 3 clusters Score -289771.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -289787.031250 Penalty: 3846.435547
	Iteration 34Q: 3 clusters Score -289787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -289798.531250 Penalty: 3846.435547
	Iteration 35Q: 3 clusters Score -289798.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -289809.125000 Penalty: 3846.435547
	Iteration 36Q: 3 clusters Score -289809.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -289819.375000 Penalty: 3846.435547
	Iteration 37Q: 3 clusters Score -289819.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -289825.062500 Penalty: 3846.435547
	Iteration 38Q: 3 clusters Score -289825.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -289831.625000 Penalty: 3846.435547
	Iteration 39Q: 3 clusters Score -289831.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -289843.125000 Penalty: 3846.435547
	Iteration 40F: 3 clusters Score -289843.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -289855.812500 Penalty: 3846.435547
	Iteration 41Q: 3 clusters Score -289855.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -289864.375000 Penalty: 3846.435547
	Iteration 42Q: 3 clusters Score -289864.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -289873.500000 Penalty: 3846.435547
	Iteration 43Q: 3 clusters Score -289873.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -289881.500000 Penalty: 3846.435547
	Iteration 44Q: 3 clusters Score -289881.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -289886.000000 Penalty: 3846.435547
	Iteration 45Q: 3 clusters Score -289886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -289892.250000 Penalty: 3846.435547
	Iteration 46Q: 3 clusters Score -289892.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -289895.125000 Penalty: 3846.435547
	Iteration 47Q: 3 clusters Score -289895.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -289898.343750 Penalty: 3846.435547
	Iteration 48Q: 3 clusters Score -289898.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -289904.812500 Penalty: 3846.435547
	Iteration 49Q: 3 clusters Score -289904.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -289910.812500 Penalty: 3846.435547
	Iteration 50Q: 3 clusters Score -289910.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -289918.156250 Penalty: 3846.435547
	Iteration 51Q: 3 clusters Score -289918.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -289924.968750 Penalty: 3846.435547
	Iteration 52Q: 3 clusters Score -289925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -289931.812500 Penalty: 3846.435547
	Iteration 53Q: 3 clusters Score -289931.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -289949.218750 Penalty: 3846.435547
	Iteration 54Q: 3 clusters Score -289949.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -289968.125000 Penalty: 3846.435547
	Iteration 55Q: 3 clusters Score -289968.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -289983.968750 Penalty: 3846.435547
	Iteration 56Q: 3 clusters Score -289984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -289996.031250 Penalty: 3846.435547
	Iteration 57Q: 3 clusters Score -289996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -290013.406250 Penalty: 3846.435547
	Iteration 58Q: 3 clusters Score -290013.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -290028.625000 Penalty: 3846.435547
	Iteration 59Q: 3 clusters Score -290028.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -290042.687500 Penalty: 3846.435547
	Iteration 60F: 3 clusters Score -290042.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -290058.718750 Penalty: 3846.435547
	Iteration 61Q: 3 clusters Score -290058.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -290073.375000 Penalty: 3846.435547
	Iteration 62Q: 3 clusters Score -290073.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -290082.687500 Penalty: 3846.435547
	Iteration 63Q: 3 clusters Score -290082.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -290094.906250 Penalty: 3846.435547
	Iteration 64Q: 3 clusters Score -290094.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -290105.812500 Penalty: 3846.435547
	Iteration 65Q: 3 clusters Score -290105.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -290108.437500 Penalty: 3846.435547
	Iteration 66Q: 3 clusters Score -290108.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -290111.937500 Penalty: 3846.435547
	Iteration 67Q: 3 clusters Score -290111.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -290116.593750 Penalty: 3846.435547
	Iteration 68Q: 3 clusters Score -290116.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -290119.656250 Penalty: 3846.435547
	Iteration 69Q: 3 clusters Score -290119.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -290122.625000 Penalty: 3846.435547
	Iteration 70Q: 3 clusters Score -290122.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -290125.500000 Penalty: 3846.435547
	Iteration 71Q: 3 clusters Score -290125.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -290126.906250 Penalty: 3846.435547
	Iteration 72Q: 3 clusters Score -290126.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -290129.031250 Penalty: 3846.435547
	Iteration 73Q: 3 clusters Score -290129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -290129.968750 Penalty: 3846.435547
	Iteration 74Q: 3 clusters Score -290130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -290131.500000 Penalty: 3846.435547
	Iteration 75Q: 3 clusters Score -290131.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -290132.250000 Penalty: 3846.435547
	Iteration 76Q: 3 clusters Score -290132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -290132.500000 Penalty: 3846.435547
	Iteration 77Q: 3 clusters Score -290132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -290132.500000 Penalty: 3846.435547
	Iteration 78F: 3 clusters Score -290132.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -225181.171875 Penalty: 1860.542236
	Iteration 0F: 2 clusters Score -225181.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -222678.875000 Penalty: 3721.084473
	Iteration 0F: 3 clusters Score -222678.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -223081.734375 Penalty: 3721.084473
	Iteration 1F: 3 clusters Score -223081.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -223228.546875 Penalty: 3721.084473
	Iteration 2F: 3 clusters Score -223228.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -223326.312500 Penalty: 3721.084473
	Iteration 3Q: 3 clusters Score -223326.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -223390.890625 Penalty: 3721.084473
	Iteration 4Q: 3 clusters Score -223390.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -223465.109375 Penalty: 3721.084473
	Iteration 5Q: 3 clusters Score -223465.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -223513.031250 Penalty: 3721.084473
	Iteration 6Q: 3 clusters Score -223513 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -223544.171875 Penalty: 3721.084473
	Iteration 7Q: 3 clusters Score -223544.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -223569.968750 Penalty: 3721.084473
	Iteration 8Q: 3 clusters Score -223570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -223591.234375 Penalty: 3721.084473
	Iteration 9Q: 3 clusters Score -223591.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -223617.093750 Penalty: 3721.084473
	Iteration 10Q: 3 clusters Score -223617.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -223657.203125 Penalty: 3721.084473
	Iteration 11Q: 3 clusters Score -223657.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -223700.187500 Penalty: 3721.084473
	Iteration 12Q: 3 clusters Score -223700.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -223732.187500 Penalty: 3721.084473
	Iteration 13Q: 3 clusters Score -223732.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -223753.843750 Penalty: 3721.084473
	Iteration 14Q: 3 clusters Score -223753.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -223773.578125 Penalty: 3721.084473
	Iteration 15Q: 3 clusters Score -223773.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -223789.640625 Penalty: 3721.084473
	Iteration 16Q: 3 clusters Score -223789.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -223798.156250 Penalty: 3721.084473
	Iteration 17Q: 3 clusters Score -223798.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -223806.968750 Penalty: 3721.084473
	Iteration 18Q: 3 clusters Score -223807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -223812.843750 Penalty: 3721.084473
	Iteration 19Q: 3 clusters Score -223812.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -223824.000000 Penalty: 3721.084473
	Iteration 20F: 3 clusters Score -223824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -223834.343750 Penalty: 3721.084473
	Iteration 21Q: 3 clusters Score -223834.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -223839.843750 Penalty: 3721.084473
	Iteration 22Q: 3 clusters Score -223839.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -223846.453125 Penalty: 3721.084473
	Iteration 23Q: 3 clusters Score -223846.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -223853.703125 Penalty: 3721.084473
	Iteration 24Q: 3 clusters Score -223853.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -223861.062500 Penalty: 3721.084473
	Iteration 25Q: 3 clusters Score -223861.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -223872.265625 Penalty: 3721.084473
	Iteration 26Q: 3 clusters Score -223872.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -223883.437500 Penalty: 3721.084473
	Iteration 27Q: 3 clusters Score -223883.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -223889.500000 Penalty: 3721.084473
	Iteration 28Q: 3 clusters Score -223889.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -223896.406250 Penalty: 3721.084473
	Iteration 29Q: 3 clusters Score -223896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -223903.187500 Penalty: 3721.084473
	Iteration 30Q: 3 clusters Score -223903.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -223908.218750 Penalty: 3721.084473
	Iteration 31Q: 3 clusters Score -223908.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -223910.750000 Penalty: 3721.084473
	Iteration 32Q: 3 clusters Score -223910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -223912.671875 Penalty: 3721.084473
	Iteration 33Q: 3 clusters Score -223912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -223913.312500 Penalty: 3721.084473
	Iteration 34Q: 3 clusters Score -223913.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -223913.312500 Penalty: 3721.084473
	Iteration 35F: 3 clusters Score -223913.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (89046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89046 members 
Entering Unmasked Estep 
Score: -11452007.000000 Penalty: 2826.433350
	Iteration 0F: 2 clusters Score -1.145201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -11392380.000000 Penalty: 5652.866699
	Iteration 0F: 3 clusters Score -1.139238e+07 nChanged 41926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -11416433.000000 Penalty: 5652.866699
	Iteration 1F: 3 clusters Score -1.141643e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -11416986.000000 Penalty: 5652.866699
	Iteration 2Q: 3 clusters Score -1.141699e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -11417631.000000 Penalty: 5652.866699
	Iteration 3Q: 3 clusters Score -1.141763e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -11418273.000000 Penalty: 5652.866699
	Iteration 4Q: 3 clusters Score -1.141827e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -11419256.000000 Penalty: 5652.866699
	Iteration 5Q: 3 clusters Score -1.141926e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -11420499.000000 Penalty: 5652.866699
	Iteration 6Q: 3 clusters Score -1.14205e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -11422249.000000 Penalty: 5652.866699
	Iteration 7Q: 3 clusters Score -1.142225e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -11424954.000000 Penalty: 5652.866699
	Iteration 8Q: 3 clusters Score -1.142495e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -11428379.000000 Penalty: 5652.866699
	Iteration 9F: 3 clusters Score -1.142838e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -11432351.000000 Penalty: 5652.866699
	Iteration 10F: 3 clusters Score -1.143235e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -11436015.000000 Penalty: 5652.866699
	Iteration 11F: 3 clusters Score -1.143602e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64454 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -11438531.000000 Penalty: 5652.866699
	Iteration 12Q: 3 clusters Score -1.143853e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65781 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -11439888.000000 Penalty: 5652.866699
	Iteration 13Q: 3 clusters Score -1.143989e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -11440615.000000 Penalty: 5652.866699
	Iteration 14Q: 3 clusters Score -1.144062e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -11441229.000000 Penalty: 5652.866699
	Iteration 15Q: 3 clusters Score -1.144123e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -11441712.000000 Penalty: 5652.866699
	Iteration 16Q: 3 clusters Score -1.144171e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70533 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -11442123.000000 Penalty: 5652.866699
	Iteration 17Q: 3 clusters Score -1.144212e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -11442575.000000 Penalty: 5652.866699
	Iteration 18Q: 3 clusters Score -1.144258e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72751 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -11443060.000000 Penalty: 5652.866699
	Iteration 19Q: 3 clusters Score -1.144306e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -11443504.000000 Penalty: 5652.866699
	Iteration 20F: 3 clusters Score -1.14435e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -11443999.000000 Penalty: 5652.866699
	Iteration 21Q: 3 clusters Score -1.1444e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76239 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -11444478.000000 Penalty: 5652.866699
	Iteration 22Q: 3 clusters Score -1.144448e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77340 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -11444977.000000 Penalty: 5652.866699
	Iteration 23Q: 3 clusters Score -1.144498e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78404 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -11445547.000000 Penalty: 5652.866699
	Iteration 24Q: 3 clusters Score -1.144555e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -11445977.000000 Penalty: 5652.866699
	Iteration 25Q: 3 clusters Score -1.144598e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80404 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -11446422.000000 Penalty: 5652.866699
	Iteration 26Q: 3 clusters Score -1.144642e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -11446795.000000 Penalty: 5652.866699
	Iteration 27Q: 3 clusters Score -1.14468e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82195 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -11447210.000000 Penalty: 5652.866699
	Iteration 28Q: 3 clusters Score -1.144721e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83032 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -11447595.000000 Penalty: 5652.866699
	Iteration 29Q: 3 clusters Score -1.14476e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -11447961.000000 Penalty: 5652.866699
	Iteration 30Q: 3 clusters Score -1.144796e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84419 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -11448229.000000 Penalty: 5652.866699
	Iteration 31Q: 3 clusters Score -1.144823e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84969 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -11448447.000000 Penalty: 5652.866699
	Iteration 32Q: 3 clusters Score -1.144845e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85428 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -11448612.000000 Penalty: 5652.866699
	Iteration 33Q: 3 clusters Score -1.144861e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85818 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -11448758.000000 Penalty: 5652.866699
	Iteration 34Q: 3 clusters Score -1.144876e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -11448859.000000 Penalty: 5652.866699
	Iteration 35Q: 3 clusters Score -1.144886e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -11448983.000000 Penalty: 5652.866699
	Iteration 36Q: 3 clusters Score -1.144898e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -11449074.000000 Penalty: 5652.866699
	Iteration 37Q: 3 clusters Score -1.144907e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86867 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -11449153.000000 Penalty: 5652.866699
	Iteration 38Q: 3 clusters Score -1.144915e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87033 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -11449230.000000 Penalty: 5652.866699
	Iteration 39Q: 3 clusters Score -1.144923e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -11449283.000000 Penalty: 5652.866699
	Iteration 40F: 3 clusters Score -1.144928e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -11449331.000000 Penalty: 5652.866699
	Iteration 41Q: 3 clusters Score -1.144933e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87361 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -11449369.000000 Penalty: 5652.866699
	Iteration 42Q: 3 clusters Score -1.144937e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87447 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -11449412.000000 Penalty: 5652.866699
	Iteration 43Q: 3 clusters Score -1.144941e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -11449458.000000 Penalty: 5652.866699
	Iteration 44Q: 3 clusters Score -1.144946e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87565 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11449472.000000 Penalty: 5652.866699
	Iteration 45Q: 3 clusters Score -1.144947e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87612 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -11449494.000000 Penalty: 5652.866699
	Iteration 46Q: 3 clusters Score -1.144949e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -11449528.000000 Penalty: 5652.866699
	Iteration 47Q: 3 clusters Score -1.144953e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -11449532.000000 Penalty: 5652.866699
	Iteration 48Q: 3 clusters Score -1.144953e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87704 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -11449536.000000 Penalty: 5652.866699
	Iteration 49Q: 3 clusters Score -1.144954e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -11449550.000000 Penalty: 5652.866699
	Iteration 50Q: 3 clusters Score -1.144955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -11449557.000000 Penalty: 5652.866699
	Iteration 51Q: 3 clusters Score -1.144956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -11449565.000000 Penalty: 5652.866699
	Iteration 52Q: 3 clusters Score -1.144956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87758 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -11449575.000000 Penalty: 5652.866699
	Iteration 53Q: 3 clusters Score -1.144958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87767 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -11449592.000000 Penalty: 5652.866699
	Iteration 54Q: 3 clusters Score -1.144959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87777 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -11449589.000000 Penalty: 5652.866699
	Iteration 55Q: 3 clusters Score -1.144959e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -11449592.000000 Penalty: 5652.866699
	Iteration 56Q: 3 clusters Score -1.144959e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87815 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -11449610.000000 Penalty: 5652.866699
	Iteration 57Q: 3 clusters Score -1.144961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87831 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -11449607.000000 Penalty: 5652.866699
	Iteration 58Q: 3 clusters Score -1.144961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87844 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -11449620.000000 Penalty: 5652.866699
	Iteration 59Q: 3 clusters Score -1.144962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87853 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -11449627.000000 Penalty: 5652.866699
	Iteration 60F: 3 clusters Score -1.144963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87864 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -11449633.000000 Penalty: 5652.866699
	Iteration 61Q: 3 clusters Score -1.144963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87871 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11449655.000000 Penalty: 5652.866699
	Iteration 62Q: 3 clusters Score -1.144966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87882 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -11449666.000000 Penalty: 5652.866699
	Iteration 63Q: 3 clusters Score -1.144967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -11449676.000000 Penalty: 5652.866699
	Iteration 64Q: 3 clusters Score -1.144968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87902 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -11449685.000000 Penalty: 5652.866699
	Iteration 65Q: 3 clusters Score -1.144968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87910 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -11449687.000000 Penalty: 5652.866699
	Iteration 66Q: 3 clusters Score -1.144969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87916 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -11449684.000000 Penalty: 5652.866699
	Iteration 67Q: 3 clusters Score -1.144968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11449688.000000 Penalty: 5652.866699
	Iteration 68Q: 3 clusters Score -1.144969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -11449687.000000 Penalty: 5652.866699
	Iteration 69Q: 3 clusters Score -1.144969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -11449692.000000 Penalty: 5652.866699
	Iteration 70Q: 3 clusters Score -1.144969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87940 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -11449691.000000 Penalty: 5652.866699
	Iteration 71Q: 3 clusters Score -1.144969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87939 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -11449694.000000 Penalty: 5652.866699
	Iteration 72Q: 3 clusters Score -1.144969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -11449693.000000 Penalty: 5652.866699
	Iteration 73Q: 3 clusters Score -1.144969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87947 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11449697.000000 Penalty: 5652.866699
	Iteration 74Q: 3 clusters Score -1.14497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -11449693.000000 Penalty: 5652.866699
	Iteration 75Q: 3 clusters Score -1.144969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87957 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -11449688.000000 Penalty: 5652.866699
	Iteration 76Q: 3 clusters Score -1.144969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87960 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -11449701.000000 Penalty: 5652.866699
	Iteration 77Q: 3 clusters Score -1.14497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87965 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -11449693.000000 Penalty: 5652.866699
	Iteration 78Q: 3 clusters Score -1.144969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11449695.000000 Penalty: 5652.866699
	Iteration 79Q: 3 clusters Score -1.14497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11449702.000000 Penalty: 5652.866699
	Iteration 80F: 3 clusters Score -1.14497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11449702.000000 Penalty: 5652.866699
	Iteration 81Q: 3 clusters Score -1.14497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87968 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -11449697.000000 Penalty: 5652.866699
	Iteration 82Q: 3 clusters Score -1.14497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87971 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -11449698.000000 Penalty: 5652.866699
	Iteration 83Q: 3 clusters Score -1.14497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87975 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11449697.000000 Penalty: 5652.866699
	Iteration 84Q: 3 clusters Score -1.14497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87979 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -11449691.000000 Penalty: 5652.866699
	Iteration 85Q: 3 clusters Score -1.144969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87985 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -11449691.000000 Penalty: 5652.866699
	Iteration 86Q: 3 clusters Score -1.144969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -11449687.000000 Penalty: 5652.866699
	Iteration 87Q: 3 clusters Score -1.144969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11449692.000000 Penalty: 5652.866699
	Iteration 88Q: 3 clusters Score -1.144969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87998 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11449695.000000 Penalty: 5652.866699
	Iteration 89Q: 3 clusters Score -1.14497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88001 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11449695.000000 Penalty: 5652.866699
	Iteration 90Q: 3 clusters Score -1.14497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88006 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -11449704.000000 Penalty: 5652.866699
	Iteration 91Q: 3 clusters Score -1.14497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11449717.000000 Penalty: 5652.866699
	Iteration 92Q: 3 clusters Score -1.144972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88018 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -11449716.000000 Penalty: 5652.866699
	Iteration 93Q: 3 clusters Score -1.144972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88023 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11449701.000000 Penalty: 5652.866699
	Iteration 94Q: 3 clusters Score -1.14497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88026 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -11449712.000000 Penalty: 5652.866699
	Iteration 95Q: 3 clusters Score -1.144971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88030 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -11449706.000000 Penalty: 5652.866699
	Iteration 96Q: 3 clusters Score -1.144971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88032 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11449713.000000 Penalty: 5652.866699
	Iteration 97Q: 3 clusters Score -1.144971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88033 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11449713.000000 Penalty: 5652.866699
	Iteration 98Q: 3 clusters Score -1.144971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88033 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11449713.000000 Penalty: 5652.866699
	Iteration 99F: 3 clusters Score -1.144971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 158005 members 
Mstep: Class 3 contains 183797 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 395 members 
Mstep: Class 6 contains 11306 members 
Mstep: Class 7 contains 153845 members 
Mstep: Class 8 contains 79402 members 
Mstep: Class 9 contains 153277 members 
Mstep: Class 10 contains 81700 members 
Mstep: Class 11 contains 88316 members 
Mstep: Class 12 contains 167589 members 
Mstep: Class 13 contains 77554 members 
Mstep: Class 14 contains 29176 members 
Mstep: Class 15 contains 1680 members 
Mstep: Class 16 contains 8028 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 89046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335072.000000 Penalty: 76770.804688
Iteration 119Q: 23 clusters Score -1.613351e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 157997 members 
Mstep: Class 3 contains 183963 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11302 members 
Mstep: Class 7 contains 153741 members 
Mstep: Class 8 contains 79434 members 
Mstep: Class 9 contains 153260 members 
Mstep: Class 10 contains 81690 members 
Mstep: Class 11 contains 88299 members 
Mstep: Class 12 contains 167506 members 
Mstep: Class 13 contains 77565 members 
Mstep: Class 14 contains 29199 members 
Mstep: Class 15 contains 1680 members 
Mstep: Class 16 contains 8028 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 89058 members 
Mstep: Class 21 contains 1012 members 
Mstep: Class 22 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335152.000000 Penalty: 76770.804688
Iteration 120F: 23 clusters Score -1.613352e+08 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 157981 members 
Mstep: Class 3 contains 184128 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11294 members 
Mstep: Class 7 contains 153691 members 
Mstep: Class 8 contains 79471 members 
Mstep: Class 9 contains 153222 members 
Mstep: Class 10 contains 81703 members 
Mstep: Class 11 contains 88276 members 
Mstep: Class 12 contains 167412 members 
Mstep: Class 13 contains 77562 members 
Mstep: Class 14 contains 29219 members 
Mstep: Class 15 contains 1681 members 
Mstep: Class 16 contains 8031 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 89048 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335184.000000 Penalty: 76770.804688
Iteration 121Q: 23 clusters Score -1.613352e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 157970 members 
Mstep: Class 3 contains 184277 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11288 members 
Mstep: Class 7 contains 153690 members 
Mstep: Class 8 contains 79509 members 
Mstep: Class 9 contains 153173 members 
Mstep: Class 10 contains 81707 members 
Mstep: Class 11 contains 88261 members 
Mstep: Class 12 contains 167357 members 
Mstep: Class 13 contains 77535 members 
Mstep: Class 14 contains 29211 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 513 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 89031 members 
Mstep: Class 21 contains 1018 members 
Mstep: Class 22 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335248.000000 Penalty: 76770.804688
Iteration 122Q: 23 clusters Score -1.613352e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 157981 members 
Mstep: Class 3 contains 184442 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11280 members 
Mstep: Class 7 contains 153676 members 
Mstep: Class 8 contains 79567 members 
Mstep: Class 9 contains 153117 members 
Mstep: Class 10 contains 81710 members 
Mstep: Class 11 contains 88254 members 
Mstep: Class 12 contains 167263 members 
Mstep: Class 13 contains 77521 members 
Mstep: Class 14 contains 29201 members 
Mstep: Class 15 contains 1678 members 
Mstep: Class 16 contains 8018 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 89009 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335520.000000 Penalty: 76770.804688
Iteration 123Q: 23 clusters Score -1.613355e+08 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 157994 members 
Mstep: Class 3 contains 184608 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 153641 members 
Mstep: Class 8 contains 79637 members 
Mstep: Class 9 contains 153059 members 
Mstep: Class 10 contains 81708 members 
Mstep: Class 11 contains 88253 members 
Mstep: Class 12 contains 167165 members 
Mstep: Class 13 contains 77524 members 
Mstep: Class 14 contains 29195 members 
Mstep: Class 15 contains 1676 members 
Mstep: Class 16 contains 8009 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 88977 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335744.000000 Penalty: 76770.804688
Iteration 124Q: 23 clusters Score -1.613357e+08 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 158002 members 
Mstep: Class 3 contains 184774 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11267 members 
Mstep: Class 7 contains 153622 members 
Mstep: Class 8 contains 79677 members 
Mstep: Class 9 contains 153017 members 
Mstep: Class 10 contains 81704 members 
Mstep: Class 11 contains 88237 members 
Mstep: Class 12 contains 167116 members 
Mstep: Class 13 contains 77509 members 
Mstep: Class 14 contains 29197 members 
Mstep: Class 15 contains 1675 members 
Mstep: Class 16 contains 7999 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2332 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 88922 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336096.000000 Penalty: 76770.804688
Iteration 125Q: 23 clusters Score -1.613361e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 158026 members 
Mstep: Class 3 contains 184958 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11264 members 
Mstep: Class 7 contains 153627 members 
Mstep: Class 8 contains 79700 members 
Mstep: Class 9 contains 152943 members 
Mstep: Class 10 contains 81695 members 
Mstep: Class 11 contains 88230 members 
Mstep: Class 12 contains 167053 members 
Mstep: Class 13 contains 77504 members 
Mstep: Class 14 contains 29195 members 
Mstep: Class 15 contains 1676 members 
Mstep: Class 16 contains 7994 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2332 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 88853 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335904.000000 Penalty: 76770.804688
Iteration 126Q: 23 clusters Score -1.613359e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 158021 members 
Mstep: Class 3 contains 185149 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 153628 members 
Mstep: Class 8 contains 79729 members 
Mstep: Class 9 contains 152856 members 
Mstep: Class 10 contains 81685 members 
Mstep: Class 11 contains 88223 members 
Mstep: Class 12 contains 167028 members 
Mstep: Class 13 contains 77500 members 
Mstep: Class 14 contains 29186 members 
Mstep: Class 15 contains 1677 members 
Mstep: Class 16 contains 7989 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 88787 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336112.000000 Penalty: 76770.804688
Iteration 127Q: 23 clusters Score -1.613361e+08 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 158008 members 
Mstep: Class 3 contains 185315 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11256 members 
Mstep: Class 7 contains 153603 members 
Mstep: Class 8 contains 79784 members 
Mstep: Class 9 contains 152801 members 
Mstep: Class 10 contains 81675 members 
Mstep: Class 11 contains 88192 members 
Mstep: Class 12 contains 167002 members 
Mstep: Class 13 contains 77493 members 
Mstep: Class 14 contains 29190 members 
Mstep: Class 15 contains 1677 members 
Mstep: Class 16 contains 7975 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 88747 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336288.000000 Penalty: 76770.804688
Iteration 128Q: 23 clusters Score -1.613363e+08 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 158004 members 
Mstep: Class 3 contains 185488 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11249 members 
Mstep: Class 7 contains 153590 members 
Mstep: Class 8 contains 79827 members 
Mstep: Class 9 contains 152751 members 
Mstep: Class 10 contains 81667 members 
Mstep: Class 11 contains 88187 members 
Mstep: Class 12 contains 166923 members 
Mstep: Class 13 contains 77511 members 
Mstep: Class 14 contains 29182 members 
Mstep: Class 15 contains 1677 members 
Mstep: Class 16 contains 7967 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 88695 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336256.000000 Penalty: 76770.804688
Iteration 129Q: 23 clusters Score -1.613363e+08 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157985 members 
Mstep: Class 3 contains 185660 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 7 contains 153551 members 
Mstep: Class 8 contains 79884 members 
Mstep: Class 9 contains 152714 members 
Mstep: Class 10 contains 81678 members 
Mstep: Class 11 contains 88175 members 
Mstep: Class 12 contains 166891 members 
Mstep: Class 13 contains 77502 members 
Mstep: Class 14 contains 29171 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 16 contains 7953 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 88635 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336432.000000 Penalty: 76770.804688
Iteration 130Q: 23 clusters Score -1.613364e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157980 members 
Mstep: Class 3 contains 185809 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11235 members 
Mstep: Class 7 contains 153469 members 
Mstep: Class 8 contains 79937 members 
Mstep: Class 9 contains 152710 members 
Mstep: Class 10 contains 81677 members 
Mstep: Class 11 contains 88172 members 
Mstep: Class 12 contains 166832 members 
Mstep: Class 13 contains 77517 members 
Mstep: Class 14 contains 29154 members 
Mstep: Class 15 contains 1681 members 
Mstep: Class 16 contains 7941 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 88604 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336688.000000 Penalty: 76770.804688
Iteration 131Q: 23 clusters Score -1.613367e+08 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157958 members 
Mstep: Class 3 contains 185959 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11232 members 
Mstep: Class 7 contains 153402 members 
Mstep: Class 8 contains 79978 members 
Mstep: Class 9 contains 152700 members 
Mstep: Class 10 contains 81668 members 
Mstep: Class 11 contains 88162 members 
Mstep: Class 12 contains 166804 members 
Mstep: Class 13 contains 77536 members 
Mstep: Class 14 contains 29139 members 
Mstep: Class 15 contains 1682 members 
Mstep: Class 16 contains 7932 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 88566 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336800.000000 Penalty: 76770.804688
Iteration 132Q: 23 clusters Score -1.613368e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157943 members 
Mstep: Class 3 contains 186139 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11226 members 
Mstep: Class 7 contains 153317 members 
Mstep: Class 8 contains 80012 members 
Mstep: Class 9 contains 152670 members 
Mstep: Class 10 contains 81660 members 
Mstep: Class 11 contains 88160 members 
Mstep: Class 12 contains 166778 members 
Mstep: Class 13 contains 77571 members 
Mstep: Class 14 contains 29121 members 
Mstep: Class 15 contains 1683 members 
Mstep: Class 16 contains 7924 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 88514 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336736.000000 Penalty: 76770.804688
Iteration 133Q: 23 clusters Score -1.613367e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157915 members 
Mstep: Class 3 contains 186319 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11218 members 
Mstep: Class 7 contains 153294 members 
Mstep: Class 8 contains 80047 members 
Mstep: Class 9 contains 152611 members 
Mstep: Class 10 contains 81650 members 
Mstep: Class 11 contains 88134 members 
Mstep: Class 12 contains 166769 members 
Mstep: Class 13 contains 77586 members 
Mstep: Class 14 contains 29108 members 
Mstep: Class 15 contains 1682 members 
Mstep: Class 16 contains 7914 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 88471 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336928.000000 Penalty: 76770.804688
Iteration 134Q: 23 clusters Score -1.613369e+08 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157896 members 
Mstep: Class 3 contains 186477 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11213 members 
Mstep: Class 7 contains 153290 members 
Mstep: Class 8 contains 80067 members 
Mstep: Class 9 contains 152552 members 
Mstep: Class 10 contains 81658 members 
Mstep: Class 11 contains 88113 members 
Mstep: Class 12 contains 166747 members 
Mstep: Class 13 contains 77593 members 
Mstep: Class 14 contains 29091 members 
Mstep: Class 15 contains 1682 members 
Mstep: Class 16 contains 7912 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 88425 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336960.000000 Penalty: 76770.804688
Iteration 135Q: 23 clusters Score -1.61337e+08 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157891 members 
Mstep: Class 3 contains 186641 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11204 members 
Mstep: Class 7 contains 153291 members 
Mstep: Class 8 contains 80060 members 
Mstep: Class 9 contains 152504 members 
Mstep: Class 10 contains 81682 members 
Mstep: Class 11 contains 88103 members 
Mstep: Class 12 contains 166700 members 
Mstep: Class 13 contains 77604 members 
Mstep: Class 14 contains 29073 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 7896 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 88382 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337104.000000 Penalty: 76770.804688
Iteration 136Q: 23 clusters Score -1.613371e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157872 members 
Mstep: Class 3 contains 186774 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11200 members 
Mstep: Class 7 contains 153334 members 
Mstep: Class 8 contains 80060 members 
Mstep: Class 9 contains 152442 members 
Mstep: Class 10 contains 81697 members 
Mstep: Class 11 contains 88079 members 
Mstep: Class 12 contains 166677 members 
Mstep: Class 13 contains 77607 members 
Mstep: Class 14 contains 29074 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 7879 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 88336 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337072.000000 Penalty: 76770.804688
Iteration 137Q: 23 clusters Score -1.613371e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157836 members 
Mstep: Class 3 contains 186896 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11191 members 
Mstep: Class 7 contains 153372 members 
Mstep: Class 8 contains 80042 members 
Mstep: Class 9 contains 152399 members 
Mstep: Class 10 contains 81718 members 
Mstep: Class 11 contains 88052 members 
Mstep: Class 12 contains 166637 members 
Mstep: Class 13 contains 77620 members 
Mstep: Class 14 contains 29080 members 
Mstep: Class 15 contains 1687 members 
Mstep: Class 16 contains 7868 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 88318 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337008.000000 Penalty: 76770.804688
Iteration 138Q: 23 clusters Score -1.61337e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157817 members 
Mstep: Class 3 contains 186999 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11185 members 
Mstep: Class 7 contains 153375 members 
Mstep: Class 8 contains 80037 members 
Mstep: Class 9 contains 152385 members 
Mstep: Class 10 contains 81724 members 
Mstep: Class 11 contains 88028 members 
Mstep: Class 12 contains 166611 members 
Mstep: Class 13 contains 77633 members 
Mstep: Class 14 contains 29091 members 
Mstep: Class 15 contains 1687 members 
Mstep: Class 16 contains 7860 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 88284 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336976.000000 Penalty: 76770.804688
Iteration 139Q: 23 clusters Score -1.61337e+08 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157808 members 
Mstep: Class 3 contains 187081 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11176 members 
Mstep: Class 7 contains 153330 members 
Mstep: Class 8 contains 80048 members 
Mstep: Class 9 contains 152395 members 
Mstep: Class 10 contains 81754 members 
Mstep: Class 11 contains 88039 members 
Mstep: Class 12 contains 166560 members 
Mstep: Class 13 contains 77642 members 
Mstep: Class 14 contains 29095 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 7850 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2329 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 88251 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336944.000000 Penalty: 76770.804688
Iteration 140F: 23 clusters Score -1.613369e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157815 members 
Mstep: Class 3 contains 187133 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11168 members 
Mstep: Class 7 contains 153259 members 
Mstep: Class 8 contains 80067 members 
Mstep: Class 9 contains 152394 members 
Mstep: Class 10 contains 81776 members 
Mstep: Class 11 contains 88045 members 
Mstep: Class 12 contains 166551 members 
Mstep: Class 13 contains 77651 members 
Mstep: Class 14 contains 29100 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 7841 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2328 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 88227 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336880.000000 Penalty: 76770.804688
Iteration 141Q: 23 clusters Score -1.613369e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157833 members 
Mstep: Class 3 contains 187225 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11160 members 
Mstep: Class 7 contains 153165 members 
Mstep: Class 8 contains 80095 members 
Mstep: Class 9 contains 152420 members 
Mstep: Class 10 contains 81782 members 
Mstep: Class 11 contains 88055 members 
Mstep: Class 12 contains 166496 members 
Mstep: Class 13 contains 77646 members 
Mstep: Class 14 contains 29101 members 
Mstep: Class 15 contains 1692 members 
Mstep: Class 16 contains 7829 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2329 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 88218 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336608.000000 Penalty: 76770.804688
Iteration 142Q: 23 clusters Score -1.613366e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157852 members 
Mstep: Class 3 contains 187318 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11152 members 
Mstep: Class 7 contains 153042 members 
Mstep: Class 8 contains 80104 members 
Mstep: Class 9 contains 152439 members 
Mstep: Class 10 contains 81803 members 
Mstep: Class 11 contains 88072 members 
Mstep: Class 12 contains 166476 members 
Mstep: Class 13 contains 77636 members 
Mstep: Class 14 contains 29101 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 7823 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2329 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 88203 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336880.000000 Penalty: 76770.804688
Iteration 143Q: 23 clusters Score -1.613369e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157849 members 
Mstep: Class 3 contains 187387 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11143 members 
Mstep: Class 7 contains 152973 members 
Mstep: Class 8 contains 80118 members 
Mstep: Class 9 contains 152442 members 
Mstep: Class 10 contains 81819 members 
Mstep: Class 11 contains 88068 members 
Mstep: Class 12 contains 166469 members 
Mstep: Class 13 contains 77634 members 
Mstep: Class 14 contains 29100 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7818 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2328 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 88198 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336832.000000 Penalty: 76770.804688
Iteration 144Q: 23 clusters Score -1.613368e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157844 members 
Mstep: Class 3 contains 187433 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11133 members 
Mstep: Class 7 contains 152946 members 
Mstep: Class 8 contains 80131 members 
Mstep: Class 9 contains 152433 members 
Mstep: Class 10 contains 81846 members 
Mstep: Class 11 contains 88051 members 
Mstep: Class 12 contains 166468 members 
Mstep: Class 13 contains 77622 members 
Mstep: Class 14 contains 29103 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7815 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2328 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 88193 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337024.000000 Penalty: 76770.804688
Iteration 145Q: 23 clusters Score -1.61337e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157847 members 
Mstep: Class 3 contains 187461 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 153001 members 
Mstep: Class 8 contains 80138 members 
Mstep: Class 9 contains 152405 members 
Mstep: Class 10 contains 81869 members 
Mstep: Class 11 contains 88025 members 
Mstep: Class 12 contains 166464 members 
Mstep: Class 13 contains 77626 members 
Mstep: Class 14 contains 29099 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 7812 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2328 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 88157 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336800.000000 Penalty: 76770.804688
Iteration 146Q: 23 clusters Score -1.613368e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157823 members 
Mstep: Class 3 contains 187462 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11100 members 
Mstep: Class 7 contains 153013 members 
Mstep: Class 8 contains 80140 members 
Mstep: Class 9 contains 152398 members 
Mstep: Class 10 contains 81886 members 
Mstep: Class 11 contains 87995 members 
Mstep: Class 12 contains 166521 members 
Mstep: Class 13 contains 77638 members 
Mstep: Class 14 contains 29101 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 7811 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 88132 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336800.000000 Penalty: 76770.804688
Iteration 147Q: 23 clusters Score -1.613368e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157826 members 
Mstep: Class 3 contains 187489 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11086 members 
Mstep: Class 7 contains 153008 members 
Mstep: Class 8 contains 80152 members 
Mstep: Class 9 contains 152371 members 
Mstep: Class 10 contains 81905 members 
Mstep: Class 11 contains 87966 members 
Mstep: Class 12 contains 166577 members 
Mstep: Class 13 contains 77637 members 
Mstep: Class 14 contains 29096 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 7806 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 88101 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336704.000000 Penalty: 76770.804688
Iteration 148Q: 23 clusters Score -1.613367e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157813 members 
Mstep: Class 3 contains 187520 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11075 members 
Mstep: Class 7 contains 152998 members 
Mstep: Class 8 contains 80167 members 
Mstep: Class 9 contains 152340 members 
Mstep: Class 10 contains 81916 members 
Mstep: Class 11 contains 87940 members 
Mstep: Class 12 contains 166629 members 
Mstep: Class 13 contains 77631 members 
Mstep: Class 14 contains 29104 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 88079 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336512.000000 Penalty: 76770.804688
Iteration 149Q: 23 clusters Score -1.613365e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157803 members 
Mstep: Class 3 contains 187519 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 153010 members 
Mstep: Class 8 contains 80191 members 
Mstep: Class 9 contains 152275 members 
Mstep: Class 10 contains 81934 members 
Mstep: Class 11 contains 87919 members 
Mstep: Class 12 contains 166698 members 
Mstep: Class 13 contains 77639 members 
Mstep: Class 14 contains 29100 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 88061 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336432.000000 Penalty: 76770.804688
Iteration 150Q: 23 clusters Score -1.613364e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157785 members 
Mstep: Class 3 contains 187531 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11056 members 
Mstep: Class 7 contains 153026 members 
Mstep: Class 8 contains 80201 members 
Mstep: Class 9 contains 152245 members 
Mstep: Class 10 contains 81939 members 
Mstep: Class 11 contains 87903 members 
Mstep: Class 12 contains 166755 members 
Mstep: Class 13 contains 77639 members 
Mstep: Class 14 contains 29097 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 88036 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336528.000000 Penalty: 76770.804688
Iteration 151Q: 23 clusters Score -1.613365e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157774 members 
Mstep: Class 3 contains 187526 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11046 members 
Mstep: Class 7 contains 153028 members 
Mstep: Class 8 contains 80214 members 
Mstep: Class 9 contains 152245 members 
Mstep: Class 10 contains 81940 members 
Mstep: Class 11 contains 87899 members 
Mstep: Class 12 contains 166776 members 
Mstep: Class 13 contains 77650 members 
Mstep: Class 14 contains 29089 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 88026 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336464.000000 Penalty: 76770.804688
Iteration 152Q: 23 clusters Score -1.613365e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157745 members 
Mstep: Class 3 contains 187511 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11037 members 
Mstep: Class 7 contains 153084 members 
Mstep: Class 8 contains 80220 members 
Mstep: Class 9 contains 152221 members 
Mstep: Class 10 contains 81941 members 
Mstep: Class 11 contains 87904 members 
Mstep: Class 12 contains 166791 members 
Mstep: Class 13 contains 77669 members 
Mstep: Class 14 contains 29089 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 7807 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 88003 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336464.000000 Penalty: 76770.804688
Iteration 153Q: 23 clusters Score -1.613365e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157726 members 
Mstep: Class 3 contains 187539 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11026 members 
Mstep: Class 7 contains 153105 members 
Mstep: Class 8 contains 80236 members 
Mstep: Class 9 contains 152192 members 
Mstep: Class 10 contains 81938 members 
Mstep: Class 11 contains 87906 members 
Mstep: Class 12 contains 166819 members 
Mstep: Class 13 contains 77667 members 
Mstep: Class 14 contains 29094 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 7804 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87969 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336448.000000 Penalty: 76770.804688
Iteration 154Q: 23 clusters Score -1.613364e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157720 members 
Mstep: Class 3 contains 187573 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 153142 members 
Mstep: Class 8 contains 80237 members 
Mstep: Class 9 contains 152165 members 
Mstep: Class 10 contains 81943 members 
Mstep: Class 11 contains 87905 members 
Mstep: Class 12 contains 166814 members 
Mstep: Class 13 contains 77656 members 
Mstep: Class 14 contains 29104 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 7803 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87940 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336528.000000 Penalty: 76770.804688
Iteration 155Q: 23 clusters Score -1.613365e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157722 members 
Mstep: Class 3 contains 187623 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11009 members 
Mstep: Class 7 contains 153145 members 
Mstep: Class 8 contains 80238 members 
Mstep: Class 9 contains 152151 members 
Mstep: Class 10 contains 81946 members 
Mstep: Class 11 contains 87906 members 
Mstep: Class 12 contains 166805 members 
Mstep: Class 13 contains 77651 members 
Mstep: Class 14 contains 29111 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 7797 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87916 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336400.000000 Penalty: 76770.804688
Iteration 156Q: 23 clusters Score -1.613364e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157715 members 
Mstep: Class 3 contains 187662 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11006 members 
Mstep: Class 7 contains 153149 members 
Mstep: Class 8 contains 80237 members 
Mstep: Class 9 contains 152150 members 
Mstep: Class 10 contains 81947 members 
Mstep: Class 11 contains 87904 members 
Mstep: Class 12 contains 166773 members 
Mstep: Class 13 contains 77659 members 
Mstep: Class 14 contains 29117 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 7796 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87906 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336448.000000 Penalty: 76770.804688
Iteration 157Q: 23 clusters Score -1.613364e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157709 members 
Mstep: Class 3 contains 187698 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11002 members 
Mstep: Class 7 contains 153180 members 
Mstep: Class 8 contains 80226 members 
Mstep: Class 9 contains 152127 members 
Mstep: Class 10 contains 81956 members 
Mstep: Class 11 contains 87900 members 
Mstep: Class 12 contains 166743 members 
Mstep: Class 13 contains 77665 members 
Mstep: Class 14 contains 29127 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 7791 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87900 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336272.000000 Penalty: 76770.804688
Iteration 158Q: 23 clusters Score -1.613363e+08 nChanged 849
Entering ConstructFrom: 
Score: -161336272.000000 Penalty: 76770.804688
Entering ConstructFrom: 
Trying to split cluster 1 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -90374.929688 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -90374.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88599.656250 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -88599.66 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -89139.117188 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -89139.12 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -89447.921875 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -89447.92 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -89749.070312 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -89749.07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -90040.890625 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -90040.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -90254.726562 Penalty: 3378.377197
	Iteration 5F: 3 clusters Score -90254.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -90403.882812 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -90403.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -90692.601562 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -90692.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91189.976562 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -91189.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91287.164062 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -91287.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91294.687500 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -91294.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91309.312500 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -91309.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91314.742188 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -91314.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91314.742188 Penalty: 3378.377197
	Iteration 13F: 3 clusters Score -91314.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 157695 members 
Mstep: Class 3 contains 187732 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10999 members 
Mstep: Class 7 contains 153187 members 
Mstep: Class 8 contains 80222 members 
Mstep: Class 9 contains 152125 members 
Mstep: Class 10 contains 81960 members 
Mstep: Class 11 contains 87903 members 
Mstep: Class 12 contains 166719 members 
Mstep: Class 13 contains 77676 members 
Mstep: Class 14 contains 29133 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 7786 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87887 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Mstep: Class 23 contains 401 members 
Entering Unmasked Estep 
Score: -161335056.000000 Penalty: 80260.382812
Splitting cluster 1 changes total score from -161336272.000000 to -161335056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (157695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157695 members 
Entering Unmasked Estep 
Score: -20315946.000000 Penalty: 2968.167725
	Iteration 0F: 2 clusters Score -2.031595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -20217944.000000 Penalty: 5936.335449
	Iteration 0F: 3 clusters Score -2.021794e+07 nChanged 75312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78023 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -20262066.000000 Penalty: 5936.335449
	Iteration 1F: 3 clusters Score -2.026207e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
Score: -20263216.000000 Penalty: 5936.335449
	Iteration 2Q: 3 clusters Score -2.026322e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76550 members 
Mstep: Class 2 contains 81145 members 
Entering Unmasked Estep 
Score: -20264696.000000 Penalty: 5936.335449
	Iteration 3Q: 3 clusters Score -2.02647e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75293 members 
Mstep: Class 2 contains 82402 members 
Entering Unmasked Estep 
Score: -20266608.000000 Penalty: 5936.335449
	Iteration 4Q: 3 clusters Score -2.026661e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73613 members 
Mstep: Class 2 contains 84082 members 
Entering Unmasked Estep 
Score: -20268950.000000 Penalty: 5936.335449
	Iteration 5Q: 3 clusters Score -2.026895e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71463 members 
Mstep: Class 2 contains 86232 members 
Entering Unmasked Estep 
Score: -20272328.000000 Penalty: 5936.335449
	Iteration 6Q: 3 clusters Score -2.027233e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68804 members 
Mstep: Class 2 contains 88891 members 
Entering Unmasked Estep 
Score: -20276320.000000 Penalty: 5936.335449
	Iteration 7F: 3 clusters Score -2.027632e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 91843 members 
Entering Unmasked Estep 
Score: -20281626.000000 Penalty: 5936.335449
	Iteration 8F: 3 clusters Score -2.028163e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 94666 members 
Entering Unmasked Estep 
Score: -20288008.000000 Penalty: 5936.335449
	Iteration 9F: 3 clusters Score -2.028801e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60872 members 
Mstep: Class 2 contains 96823 members 
Entering Unmasked Estep 
Score: -20293980.000000 Penalty: 5936.335449
	Iteration 10F: 3 clusters Score -2.029398e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 98259 members 
Entering Unmasked Estep 
Score: -20297484.000000 Penalty: 5936.335449
	Iteration 11Q: 3 clusters Score -2.029748e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 99396 members 
Entering Unmasked Estep 
Score: -20298984.000000 Penalty: 5936.335449
	Iteration 12Q: 3 clusters Score -2.029898e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57264 members 
Mstep: Class 2 contains 100431 members 
Entering Unmasked Estep 
Score: -20299518.000000 Penalty: 5936.335449
	Iteration 13Q: 3 clusters Score -2.029952e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 101448 members 
Entering Unmasked Estep 
Score: -20299994.000000 Penalty: 5936.335449
	Iteration 14Q: 3 clusters Score -2.029999e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 102538 members 
Entering Unmasked Estep 
Score: -20300384.000000 Penalty: 5936.335449
	Iteration 15Q: 3 clusters Score -2.030038e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 103677 members 
Entering Unmasked Estep 
Score: -20300672.000000 Penalty: 5936.335449
	Iteration 16Q: 3 clusters Score -2.030067e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 104929 members 
Entering Unmasked Estep 
Score: -20300952.000000 Penalty: 5936.335449
	Iteration 17Q: 3 clusters Score -2.030095e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 106246 members 
Entering Unmasked Estep 
Score: -20301288.000000 Penalty: 5936.335449
	Iteration 18Q: 3 clusters Score -2.030129e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 107522 members 
Entering Unmasked Estep 
Score: -20301548.000000 Penalty: 5936.335449
	Iteration 19Q: 3 clusters Score -2.030155e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 108873 members 
Entering Unmasked Estep 
Score: -20301876.000000 Penalty: 5936.335449
	Iteration 20F: 3 clusters Score -2.030188e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 110253 members 
Entering Unmasked Estep 
Score: -20302266.000000 Penalty: 5936.335449
	Iteration 21Q: 3 clusters Score -2.030227e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 111644 members 
Entering Unmasked Estep 
Score: -20302546.000000 Penalty: 5936.335449
	Iteration 22Q: 3 clusters Score -2.030255e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 113057 members 
Entering Unmasked Estep 
Score: -20302768.000000 Penalty: 5936.335449
	Iteration 23Q: 3 clusters Score -2.030277e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 114493 members 
Entering Unmasked Estep 
Score: -20303164.000000 Penalty: 5936.335449
	Iteration 24Q: 3 clusters Score -2.030316e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 115975 members 
Entering Unmasked Estep 
Score: -20303474.000000 Penalty: 5936.335449
	Iteration 25Q: 3 clusters Score -2.030347e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 117467 members 
Entering Unmasked Estep 
Score: -20303966.000000 Penalty: 5936.335449
	Iteration 26Q: 3 clusters Score -2.030397e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 118955 members 
Entering Unmasked Estep 
Score: -20304414.000000 Penalty: 5936.335449
	Iteration 27Q: 3 clusters Score -2.030441e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 120388 members 
Entering Unmasked Estep 
Score: -20304872.000000 Penalty: 5936.335449
	Iteration 28Q: 3 clusters Score -2.030487e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 121869 members 
Entering Unmasked Estep 
Score: -20305264.000000 Penalty: 5936.335449
	Iteration 29Q: 3 clusters Score -2.030526e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 123449 members 
Entering Unmasked Estep 
Score: -20305654.000000 Penalty: 5936.335449
	Iteration 30Q: 3 clusters Score -2.030565e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 125020 members 
Entering Unmasked Estep 
Score: -20306002.000000 Penalty: 5936.335449
	Iteration 31Q: 3 clusters Score -2.0306e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 126639 members 
Entering Unmasked Estep 
Score: -20306374.000000 Penalty: 5936.335449
	Iteration 32Q: 3 clusters Score -2.030637e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 128285 members 
Entering Unmasked Estep 
Score: -20306738.000000 Penalty: 5936.335449
	Iteration 33Q: 3 clusters Score -2.030674e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 130016 members 
Entering Unmasked Estep 
Score: -20307284.000000 Penalty: 5936.335449
	Iteration 34Q: 3 clusters Score -2.030728e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 131750 members 
Entering Unmasked Estep 
Score: -20307794.000000 Penalty: 5936.335449
	Iteration 35Q: 3 clusters Score -2.030779e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 133476 members 
Entering Unmasked Estep 
Score: -20308180.000000 Penalty: 5936.335449
	Iteration 36Q: 3 clusters Score -2.030818e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 135123 members 
Entering Unmasked Estep 
Score: -20308684.000000 Penalty: 5936.335449
	Iteration 37Q: 3 clusters Score -2.030868e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 136757 members 
Entering Unmasked Estep 
Score: -20309202.000000 Penalty: 5936.335449
	Iteration 38Q: 3 clusters Score -2.03092e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 138396 members 
Entering Unmasked Estep 
Score: -20309616.000000 Penalty: 5936.335449
	Iteration 39Q: 3 clusters Score -2.030962e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 139985 members 
Entering Unmasked Estep 
Score: -20310114.000000 Penalty: 5936.335449
	Iteration 40F: 3 clusters Score -2.031011e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 141464 members 
Entering Unmasked Estep 
Score: -20310454.000000 Penalty: 5936.335449
	Iteration 41Q: 3 clusters Score -2.031045e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 142961 members 
Entering Unmasked Estep 
Score: -20310786.000000 Penalty: 5936.335449
	Iteration 42Q: 3 clusters Score -2.031079e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 144413 members 
Entering Unmasked Estep 
Score: -20311140.000000 Penalty: 5936.335449
	Iteration 43Q: 3 clusters Score -2.031114e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 145815 members 
Entering Unmasked Estep 
Score: -20311636.000000 Penalty: 5936.335449
	Iteration 44Q: 3 clusters Score -2.031164e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 147150 members 
Entering Unmasked Estep 
Score: -20312230.000000 Penalty: 5936.335449
	Iteration 45Q: 3 clusters Score -2.031223e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 148440 members 
Entering Unmasked Estep 
Score: -20312698.000000 Penalty: 5936.335449
	Iteration 46Q: 3 clusters Score -2.03127e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 149619 members 
Entering Unmasked Estep 
Score: -20313060.000000 Penalty: 5936.335449
	Iteration 47Q: 3 clusters Score -2.031306e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 150713 members 
Entering Unmasked Estep 
Score: -20313316.000000 Penalty: 5936.335449
	Iteration 48Q: 3 clusters Score -2.031332e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 151710 members 
Entering Unmasked Estep 
Score: -20313532.000000 Penalty: 5936.335449
	Iteration 49Q: 3 clusters Score -2.031353e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 152572 members 
Entering Unmasked Estep 
Score: -20313672.000000 Penalty: 5936.335449
	Iteration 50Q: 3 clusters Score -2.031367e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 153338 members 
Entering Unmasked Estep 
Score: -20313856.000000 Penalty: 5936.335449
	Iteration 51Q: 3 clusters Score -2.031386e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 153997 members 
Entering Unmasked Estep 
Score: -20313972.000000 Penalty: 5936.335449
	Iteration 52Q: 3 clusters Score -2.031397e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 154547 members 
Entering Unmasked Estep 
Score: -20314006.000000 Penalty: 5936.335449
	Iteration 53Q: 3 clusters Score -2.031401e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 154985 members 
Entering Unmasked Estep 
Score: -20314026.000000 Penalty: 5936.335449
	Iteration 54Q: 3 clusters Score -2.031403e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 155324 members 
Entering Unmasked Estep 
Score: -20313984.000000 Penalty: 5936.335449
	Iteration 55Q: 3 clusters Score -2.031398e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 155587 members 
Entering Unmasked Estep 
Score: -20313980.000000 Penalty: 5936.335449
	Iteration 56Q: 3 clusters Score -2.031398e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 155801 members 
Entering Unmasked Estep 
Score: -20313968.000000 Penalty: 5936.335449
	Iteration 57Q: 3 clusters Score -2.031397e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 156007 members 
Entering Unmasked Estep 
Score: -20314004.000000 Penalty: 5936.335449
	Iteration 58Q: 3 clusters Score -2.0314e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 156178 members 
Entering Unmasked Estep 
Score: -20313994.000000 Penalty: 5936.335449
	Iteration 59Q: 3 clusters Score -2.031399e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 156305 members 
Entering Unmasked Estep 
Score: -20314020.000000 Penalty: 5936.335449
	Iteration 60F: 3 clusters Score -2.031402e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 156419 members 
Entering Unmasked Estep 
Score: -20314016.000000 Penalty: 5936.335449
	Iteration 61Q: 3 clusters Score -2.031402e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 156505 members 
Entering Unmasked Estep 
Score: -20313986.000000 Penalty: 5936.335449
	Iteration 62Q: 3 clusters Score -2.031399e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 156566 members 
Entering Unmasked Estep 
Score: -20313954.000000 Penalty: 5936.335449
	Iteration 63Q: 3 clusters Score -2.031395e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 156617 members 
Entering Unmasked Estep 
Score: -20313984.000000 Penalty: 5936.335449
	Iteration 64Q: 3 clusters Score -2.031398e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 156658 members 
Entering Unmasked Estep 
Score: -20313982.000000 Penalty: 5936.335449
	Iteration 65Q: 3 clusters Score -2.031398e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 156689 members 
Entering Unmasked Estep 
Score: -20313986.000000 Penalty: 5936.335449
	Iteration 66Q: 3 clusters Score -2.031399e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 156722 members 
Entering Unmasked Estep 
Score: -20313988.000000 Penalty: 5936.335449
	Iteration 67Q: 3 clusters Score -2.031399e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 156751 members 
Entering Unmasked Estep 
Score: -20313974.000000 Penalty: 5936.335449
	Iteration 68Q: 3 clusters Score -2.031397e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 156772 members 
Entering Unmasked Estep 
Score: -20313974.000000 Penalty: 5936.335449
	Iteration 69Q: 3 clusters Score -2.031397e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -20313974.000000 Penalty: 5936.335449
	Iteration 70Q: 3 clusters Score -2.031397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 156803 members 
Entering Unmasked Estep 
Score: -20313966.000000 Penalty: 5936.335449
	Iteration 71Q: 3 clusters Score -2.031397e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 156825 members 
Entering Unmasked Estep 
Score: -20313978.000000 Penalty: 5936.335449
	Iteration 72Q: 3 clusters Score -2.031398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 156842 members 
Entering Unmasked Estep 
Score: -20313976.000000 Penalty: 5936.335449
	Iteration 73Q: 3 clusters Score -2.031398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 156854 members 
Entering Unmasked Estep 
Score: -20313980.000000 Penalty: 5936.335449
	Iteration 74Q: 3 clusters Score -2.031398e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 156872 members 
Entering Unmasked Estep 
Score: -20313952.000000 Penalty: 5936.335449
	Iteration 75Q: 3 clusters Score -2.031395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 156890 members 
Entering Unmasked Estep 
Score: -20313958.000000 Penalty: 5936.335449
	Iteration 76Q: 3 clusters Score -2.031396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 156900 members 
Entering Unmasked Estep 
Score: -20313966.000000 Penalty: 5936.335449
	Iteration 77Q: 3 clusters Score -2.031397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 156907 members 
Entering Unmasked Estep 
Score: -20313958.000000 Penalty: 5936.335449
	Iteration 78Q: 3 clusters Score -2.031396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 156912 members 
Entering Unmasked Estep 
Score: -20313970.000000 Penalty: 5936.335449
	Iteration 79Q: 3 clusters Score -2.031397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 156914 members 
Entering Unmasked Estep 
Score: -20313954.000000 Penalty: 5936.335449
	Iteration 80F: 3 clusters Score -2.031395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 156916 members 
Entering Unmasked Estep 
Score: -20313952.000000 Penalty: 5936.335449
	Iteration 81Q: 3 clusters Score -2.031395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 156920 members 
Entering Unmasked Estep 
Score: -20313954.000000 Penalty: 5936.335449
	Iteration 82Q: 3 clusters Score -2.031395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 156926 members 
Entering Unmasked Estep 
Score: -20313952.000000 Penalty: 5936.335449
	Iteration 83Q: 3 clusters Score -2.031395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 156936 members 
Entering Unmasked Estep 
Score: -20313940.000000 Penalty: 5936.335449
	Iteration 84Q: 3 clusters Score -2.031394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 156939 members 
Entering Unmasked Estep 
Score: -20313930.000000 Penalty: 5936.335449
	Iteration 85Q: 3 clusters Score -2.031393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 156941 members 
Entering Unmasked Estep 
Score: -20313932.000000 Penalty: 5936.335449
	Iteration 86Q: 3 clusters Score -2.031393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 156943 members 
Entering Unmasked Estep 
Score: -20313934.000000 Penalty: 5936.335449
	Iteration 87Q: 3 clusters Score -2.031393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 156944 members 
Entering Unmasked Estep 
Score: -20313936.000000 Penalty: 5936.335449
	Iteration 88Q: 3 clusters Score -2.031394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 156943 members 
Entering Unmasked Estep 
Score: -20313938.000000 Penalty: 5936.335449
	Iteration 89Q: 3 clusters Score -2.031394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 156941 members 
Entering Unmasked Estep 
Score: -20313936.000000 Penalty: 5936.335449
	Iteration 90Q: 3 clusters Score -2.031394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 156944 members 
Entering Unmasked Estep 
Score: -20313942.000000 Penalty: 5936.335449
	Iteration 91Q: 3 clusters Score -2.031394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 156944 members 
Entering Unmasked Estep 
Score: -20313942.000000 Penalty: 5936.335449
	Iteration 92F: 3 clusters Score -2.031394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (187732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187732 members 
Entering Unmasked Estep 
Score: -23851888.000000 Penalty: 3011.407227
	Iteration 0F: 2 clusters Score -2.385189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93838 members 
Mstep: Class 2 contains 93894 members 
Entering Unmasked Estep 
Score: -23732308.000000 Penalty: 6022.814453
	Iteration 0F: 3 clusters Score -2.373231e+07 nChanged 90159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90511 members 
Mstep: Class 2 contains 97221 members 
Entering Unmasked Estep 
Score: -23786062.000000 Penalty: 6022.814453
	Iteration 1F: 3 clusters Score -2.378606e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88010 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
Score: -23789308.000000 Penalty: 6022.814453
	Iteration 2Q: 3 clusters Score -2.378931e+07 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -23795412.000000 Penalty: 6022.814453
	Iteration 3F: 3 clusters Score -2.379541e+07 nChanged 12969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79333 members 
Mstep: Class 2 contains 108399 members 
Entering Unmasked Estep 
Score: -23804094.000000 Penalty: 6022.814453
	Iteration 4F: 3 clusters Score -2.380409e+07 nChanged 14600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 114315 members 
Entering Unmasked Estep 
Score: -23815218.000000 Penalty: 6022.814453
	Iteration 5F: 3 clusters Score -2.381522e+07 nChanged 14465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67372 members 
Mstep: Class 2 contains 120360 members 
Entering Unmasked Estep 
Score: -23827456.000000 Penalty: 6022.814453
	Iteration 6F: 3 clusters Score -2.382746e+07 nChanged 12172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 125140 members 
Entering Unmasked Estep 
Score: -23837462.000000 Penalty: 6022.814453
	Iteration 7F: 3 clusters Score -2.383746e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 128296 members 
Entering Unmasked Estep 
Score: -23842800.000000 Penalty: 6022.814453
	Iteration 8Q: 3 clusters Score -2.38428e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 130580 members 
Entering Unmasked Estep 
Score: -23844694.000000 Penalty: 6022.814453
	Iteration 9Q: 3 clusters Score -2.384469e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 132504 members 
Entering Unmasked Estep 
Score: -23845506.000000 Penalty: 6022.814453
	Iteration 10Q: 3 clusters Score -2.384551e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 134411 members 
Entering Unmasked Estep 
Score: -23846340.000000 Penalty: 6022.814453
	Iteration 11Q: 3 clusters Score -2.384634e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 136229 members 
Entering Unmasked Estep 
Score: -23847166.000000 Penalty: 6022.814453
	Iteration 12Q: 3 clusters Score -2.384717e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 138023 members 
Entering Unmasked Estep 
Score: -23847958.000000 Penalty: 6022.814453
	Iteration 13Q: 3 clusters Score -2.384796e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 139766 members 
Entering Unmasked Estep 
Score: -23848494.000000 Penalty: 6022.814453
	Iteration 14Q: 3 clusters Score -2.384849e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 141439 members 
Entering Unmasked Estep 
Score: -23849288.000000 Penalty: 6022.814453
	Iteration 15Q: 3 clusters Score -2.384929e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 143092 members 
Entering Unmasked Estep 
Score: -23849844.000000 Penalty: 6022.814453
	Iteration 16Q: 3 clusters Score -2.384984e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 144714 members 
Entering Unmasked Estep 
Score: -23850604.000000 Penalty: 6022.814453
	Iteration 17Q: 3 clusters Score -2.38506e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 146328 members 
Entering Unmasked Estep 
Score: -23851402.000000 Penalty: 6022.814453
	Iteration 18Q: 3 clusters Score -2.38514e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 147955 members 
Entering Unmasked Estep 
Score: -23852140.000000 Penalty: 6022.814453
	Iteration 19Q: 3 clusters Score -2.385214e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 149536 members 
Entering Unmasked Estep 
Score: -23852682.000000 Penalty: 6022.814453
	Iteration 20F: 3 clusters Score -2.385268e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 151083 members 
Entering Unmasked Estep 
Score: -23853166.000000 Penalty: 6022.814453
	Iteration 21Q: 3 clusters Score -2.385317e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 152555 members 
Entering Unmasked Estep 
Score: -23853416.000000 Penalty: 6022.814453
	Iteration 22Q: 3 clusters Score -2.385342e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 153937 members 
Entering Unmasked Estep 
Score: -23853670.000000 Penalty: 6022.814453
	Iteration 23Q: 3 clusters Score -2.385367e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 155210 members 
Entering Unmasked Estep 
Score: -23853696.000000 Penalty: 6022.814453
	Iteration 24Q: 3 clusters Score -2.38537e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 156408 members 
Entering Unmasked Estep 
Score: -23853936.000000 Penalty: 6022.814453
	Iteration 25Q: 3 clusters Score -2.385394e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 157602 members 
Entering Unmasked Estep 
Score: -23854084.000000 Penalty: 6022.814453
	Iteration 26Q: 3 clusters Score -2.385408e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 158663 members 
Entering Unmasked Estep 
Score: -23854082.000000 Penalty: 6022.814453
	Iteration 27Q: 3 clusters Score -2.385408e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 159669 members 
Entering Unmasked Estep 
Score: -23854006.000000 Penalty: 6022.814453
	Iteration 28Q: 3 clusters Score -2.385401e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 160615 members 
Entering Unmasked Estep 
Score: -23853886.000000 Penalty: 6022.814453
	Iteration 29Q: 3 clusters Score -2.385389e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 161523 members 
Entering Unmasked Estep 
Score: -23853916.000000 Penalty: 6022.814453
	Iteration 30Q: 3 clusters Score -2.385392e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 162410 members 
Entering Unmasked Estep 
Score: -23853934.000000 Penalty: 6022.814453
	Iteration 31Q: 3 clusters Score -2.385393e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 163266 members 
Entering Unmasked Estep 
Score: -23853886.000000 Penalty: 6022.814453
	Iteration 32Q: 3 clusters Score -2.385389e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 164061 members 
Entering Unmasked Estep 
Score: -23853870.000000 Penalty: 6022.814453
	Iteration 33Q: 3 clusters Score -2.385387e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 164840 members 
Entering Unmasked Estep 
Score: -23853752.000000 Penalty: 6022.814453
	Iteration 34Q: 3 clusters Score -2.385375e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 165592 members 
Entering Unmasked Estep 
Score: -23853772.000000 Penalty: 6022.814453
	Iteration 35Q: 3 clusters Score -2.385377e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 166303 members 
Entering Unmasked Estep 
Score: -23853756.000000 Penalty: 6022.814453
	Iteration 36Q: 3 clusters Score -2.385376e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 167023 members 
Entering Unmasked Estep 
Score: -23853706.000000 Penalty: 6022.814453
	Iteration 37Q: 3 clusters Score -2.385371e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 167681 members 
Entering Unmasked Estep 
Score: -23853638.000000 Penalty: 6022.814453
	Iteration 38Q: 3 clusters Score -2.385364e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 168307 members 
Entering Unmasked Estep 
Score: -23853518.000000 Penalty: 6022.814453
	Iteration 39Q: 3 clusters Score -2.385352e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 168864 members 
Entering Unmasked Estep 
Score: -23853446.000000 Penalty: 6022.814453
	Iteration 40F: 3 clusters Score -2.385345e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 169378 members 
Entering Unmasked Estep 
Score: -23853400.000000 Penalty: 6022.814453
	Iteration 41Q: 3 clusters Score -2.38534e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 169898 members 
Entering Unmasked Estep 
Score: -23853372.000000 Penalty: 6022.814453
	Iteration 42Q: 3 clusters Score -2.385337e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 170385 members 
Entering Unmasked Estep 
Score: -23853356.000000 Penalty: 6022.814453
	Iteration 43Q: 3 clusters Score -2.385336e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 170843 members 
Entering Unmasked Estep 
Score: -23853334.000000 Penalty: 6022.814453
	Iteration 44Q: 3 clusters Score -2.385333e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 171283 members 
Entering Unmasked Estep 
Score: -23853310.000000 Penalty: 6022.814453
	Iteration 45Q: 3 clusters Score -2.385331e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 171697 members 
Entering Unmasked Estep 
Score: -23853318.000000 Penalty: 6022.814453
	Iteration 46Q: 3 clusters Score -2.385332e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 172091 members 
Entering Unmasked Estep 
Score: -23853334.000000 Penalty: 6022.814453
	Iteration 47Q: 3 clusters Score -2.385333e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 172438 members 
Entering Unmasked Estep 
Score: -23853224.000000 Penalty: 6022.814453
	Iteration 48Q: 3 clusters Score -2.385322e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 172792 members 
Entering Unmasked Estep 
Score: -23853220.000000 Penalty: 6022.814453
	Iteration 49Q: 3 clusters Score -2.385322e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 173120 members 
Entering Unmasked Estep 
Score: -23853178.000000 Penalty: 6022.814453
	Iteration 50Q: 3 clusters Score -2.385318e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 173432 members 
Entering Unmasked Estep 
Score: -23853120.000000 Penalty: 6022.814453
	Iteration 51Q: 3 clusters Score -2.385312e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 173725 members 
Entering Unmasked Estep 
Score: -23853136.000000 Penalty: 6022.814453
	Iteration 52Q: 3 clusters Score -2.385314e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 174013 members 
Entering Unmasked Estep 
Score: -23853156.000000 Penalty: 6022.814453
	Iteration 53Q: 3 clusters Score -2.385316e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 174296 members 
Entering Unmasked Estep 
Score: -23853150.000000 Penalty: 6022.814453
	Iteration 54Q: 3 clusters Score -2.385315e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 174580 members 
Entering Unmasked Estep 
Score: -23853118.000000 Penalty: 6022.814453
	Iteration 55Q: 3 clusters Score -2.385312e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 174855 members 
Entering Unmasked Estep 
Score: -23853102.000000 Penalty: 6022.814453
	Iteration 56Q: 3 clusters Score -2.38531e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 175150 members 
Entering Unmasked Estep 
Score: -23853044.000000 Penalty: 6022.814453
	Iteration 57Q: 3 clusters Score -2.385304e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 175430 members 
Entering Unmasked Estep 
Score: -23853018.000000 Penalty: 6022.814453
	Iteration 58Q: 3 clusters Score -2.385302e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 175691 members 
Entering Unmasked Estep 
Score: -23853012.000000 Penalty: 6022.814453
	Iteration 59Q: 3 clusters Score -2.385301e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 175945 members 
Entering Unmasked Estep 
Score: -23852960.000000 Penalty: 6022.814453
	Iteration 60F: 3 clusters Score -2.385296e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 176177 members 
Entering Unmasked Estep 
Score: -23852932.000000 Penalty: 6022.814453
	Iteration 61Q: 3 clusters Score -2.385293e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 176416 members 
Entering Unmasked Estep 
Score: -23852886.000000 Penalty: 6022.814453
	Iteration 62Q: 3 clusters Score -2.385289e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 176636 members 
Entering Unmasked Estep 
Score: -23852808.000000 Penalty: 6022.814453
	Iteration 63Q: 3 clusters Score -2.385281e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 176850 members 
Entering Unmasked Estep 
Score: -23852834.000000 Penalty: 6022.814453
	Iteration 64Q: 3 clusters Score -2.385283e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 177066 members 
Entering Unmasked Estep 
Score: -23852778.000000 Penalty: 6022.814453
	Iteration 65Q: 3 clusters Score -2.385278e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 177281 members 
Entering Unmasked Estep 
Score: -23852700.000000 Penalty: 6022.814453
	Iteration 66Q: 3 clusters Score -2.38527e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 177505 members 
Entering Unmasked Estep 
Score: -23852644.000000 Penalty: 6022.814453
	Iteration 67Q: 3 clusters Score -2.385264e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 177738 members 
Entering Unmasked Estep 
Score: -23852628.000000 Penalty: 6022.814453
	Iteration 68Q: 3 clusters Score -2.385263e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 177980 members 
Entering Unmasked Estep 
Score: -23852678.000000 Penalty: 6022.814453
	Iteration 69Q: 3 clusters Score -2.385268e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 178208 members 
Entering Unmasked Estep 
Score: -23852706.000000 Penalty: 6022.814453
	Iteration 70Q: 3 clusters Score -2.385271e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 178410 members 
Entering Unmasked Estep 
Score: -23852626.000000 Penalty: 6022.814453
	Iteration 71Q: 3 clusters Score -2.385263e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 178595 members 
Entering Unmasked Estep 
Score: -23852598.000000 Penalty: 6022.814453
	Iteration 72Q: 3 clusters Score -2.38526e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 178762 members 
Entering Unmasked Estep 
Score: -23852594.000000 Penalty: 6022.814453
	Iteration 73Q: 3 clusters Score -2.385259e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 178930 members 
Entering Unmasked Estep 
Score: -23852492.000000 Penalty: 6022.814453
	Iteration 74Q: 3 clusters Score -2.385249e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 179086 members 
Entering Unmasked Estep 
Score: -23852492.000000 Penalty: 6022.814453
	Iteration 75Q: 3 clusters Score -2.385249e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 179246 members 
Entering Unmasked Estep 
Score: -23852434.000000 Penalty: 6022.814453
	Iteration 76Q: 3 clusters Score -2.385243e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 179381 members 
Entering Unmasked Estep 
Score: -23852388.000000 Penalty: 6022.814453
	Iteration 77Q: 3 clusters Score -2.385239e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 179497 members 
Entering Unmasked Estep 
Score: -23852350.000000 Penalty: 6022.814453
	Iteration 78Q: 3 clusters Score -2.385235e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 179602 members 
Entering Unmasked Estep 
Score: -23852340.000000 Penalty: 6022.814453
	Iteration 79Q: 3 clusters Score -2.385234e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 179710 members 
Entering Unmasked Estep 
Score: -23852358.000000 Penalty: 6022.814453
	Iteration 80F: 3 clusters Score -2.385236e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 179812 members 
Entering Unmasked Estep 
Score: -23852300.000000 Penalty: 6022.814453
	Iteration 81Q: 3 clusters Score -2.38523e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 179904 members 
Entering Unmasked Estep 
Score: -23852228.000000 Penalty: 6022.814453
	Iteration 82Q: 3 clusters Score -2.385223e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 179999 members 
Entering Unmasked Estep 
Score: -23852218.000000 Penalty: 6022.814453
	Iteration 83Q: 3 clusters Score -2.385222e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 180094 members 
Entering Unmasked Estep 
Score: -23852158.000000 Penalty: 6022.814453
	Iteration 84Q: 3 clusters Score -2.385216e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 180197 members 
Entering Unmasked Estep 
Score: -23852186.000000 Penalty: 6022.814453
	Iteration 85Q: 3 clusters Score -2.385219e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 180288 members 
Entering Unmasked Estep 
Score: -23852182.000000 Penalty: 6022.814453
	Iteration 86Q: 3 clusters Score -2.385218e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 180365 members 
Entering Unmasked Estep 
Score: -23852156.000000 Penalty: 6022.814453
	Iteration 87Q: 3 clusters Score -2.385216e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 180444 members 
Entering Unmasked Estep 
Score: -23852148.000000 Penalty: 6022.814453
	Iteration 88Q: 3 clusters Score -2.385215e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 180522 members 
Entering Unmasked Estep 
Score: -23852126.000000 Penalty: 6022.814453
	Iteration 89Q: 3 clusters Score -2.385213e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 180583 members 
Entering Unmasked Estep 
Score: -23852106.000000 Penalty: 6022.814453
	Iteration 90Q: 3 clusters Score -2.385211e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 180661 members 
Entering Unmasked Estep 
Score: -23852096.000000 Penalty: 6022.814453
	Iteration 91Q: 3 clusters Score -2.38521e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 180748 members 
Entering Unmasked Estep 
Score: -23852090.000000 Penalty: 6022.814453
	Iteration 92Q: 3 clusters Score -2.385209e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 180828 members 
Entering Unmasked Estep 
Score: -23852096.000000 Penalty: 6022.814453
	Iteration 93Q: 3 clusters Score -2.38521e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 180902 members 
Entering Unmasked Estep 
Score: -23852116.000000 Penalty: 6022.814453
	Iteration 94Q: 3 clusters Score -2.385212e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 180974 members 
Entering Unmasked Estep 
Score: -23852072.000000 Penalty: 6022.814453
	Iteration 95Q: 3 clusters Score -2.385207e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 181037 members 
Entering Unmasked Estep 
Score: -23852096.000000 Penalty: 6022.814453
	Iteration 96Q: 3 clusters Score -2.38521e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 181095 members 
Entering Unmasked Estep 
Score: -23852092.000000 Penalty: 6022.814453
	Iteration 97Q: 3 clusters Score -2.385209e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 181145 members 
Entering Unmasked Estep 
Score: -23852048.000000 Penalty: 6022.814453
	Iteration 98Q: 3 clusters Score -2.385205e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 181194 members 
Entering Unmasked Estep 
Score: -23852068.000000 Penalty: 6022.814453
	Iteration 99Q: 3 clusters Score -2.385207e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 181238 members 
Entering Unmasked Estep 
Score: -23852016.000000 Penalty: 6022.814453
	Iteration 100F: 3 clusters Score -2.385202e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 181291 members 
Entering Unmasked Estep 
Score: -23852008.000000 Penalty: 6022.814453
	Iteration 101Q: 3 clusters Score -2.385201e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 181336 members 
Entering Unmasked Estep 
Score: -23851992.000000 Penalty: 6022.814453
	Iteration 102Q: 3 clusters Score -2.385199e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 181387 members 
Entering Unmasked Estep 
Score: -23851970.000000 Penalty: 6022.814453
	Iteration 103Q: 3 clusters Score -2.385197e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 181459 members 
Entering Unmasked Estep 
Score: -23851976.000000 Penalty: 6022.814453
	Iteration 104Q: 3 clusters Score -2.385198e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 181525 members 
Entering Unmasked Estep 
Score: -23851960.000000 Penalty: 6022.814453
	Iteration 105Q: 3 clusters Score -2.385196e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 181589 members 
Entering Unmasked Estep 
Score: -23851946.000000 Penalty: 6022.814453
	Iteration 106Q: 3 clusters Score -2.385195e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 181650 members 
Entering Unmasked Estep 
Score: -23851942.000000 Penalty: 6022.814453
	Iteration 107Q: 3 clusters Score -2.385194e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 181702 members 
Entering Unmasked Estep 
Score: -23851898.000000 Penalty: 6022.814453
	Iteration 108Q: 3 clusters Score -2.38519e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 181747 members 
Entering Unmasked Estep 
Score: -23851912.000000 Penalty: 6022.814453
	Iteration 109Q: 3 clusters Score -2.385191e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 181800 members 
Entering Unmasked Estep 
Score: -23851898.000000 Penalty: 6022.814453
	Iteration 110Q: 3 clusters Score -2.38519e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 181847 members 
Entering Unmasked Estep 
Score: -23851832.000000 Penalty: 6022.814453
	Iteration 111Q: 3 clusters Score -2.385183e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 181896 members 
Entering Unmasked Estep 
Score: -23851836.000000 Penalty: 6022.814453
	Iteration 112Q: 3 clusters Score -2.385184e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 181934 members 
Entering Unmasked Estep 
Score: -23851804.000000 Penalty: 6022.814453
	Iteration 113Q: 3 clusters Score -2.38518e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 181958 members 
Entering Unmasked Estep 
Score: -23851818.000000 Penalty: 6022.814453
	Iteration 114Q: 3 clusters Score -2.385182e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 181984 members 
Entering Unmasked Estep 
Score: -23851824.000000 Penalty: 6022.814453
	Iteration 115Q: 3 clusters Score -2.385182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 182009 members 
Entering Unmasked Estep 
Score: -23851814.000000 Penalty: 6022.814453
	Iteration 116Q: 3 clusters Score -2.385181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 182030 members 
Entering Unmasked Estep 
Score: -23851814.000000 Penalty: 6022.814453
	Iteration 117Q: 3 clusters Score -2.385181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 182053 members 
Entering Unmasked Estep 
Score: -23851798.000000 Penalty: 6022.814453
	Iteration 118Q: 3 clusters Score -2.38518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 182073 members 
Entering Unmasked Estep 
Score: -23851788.000000 Penalty: 6022.814453
	Iteration 119Q: 3 clusters Score -2.385179e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 182095 members 
Entering Unmasked Estep 
Score: -23851790.000000 Penalty: 6022.814453
	Iteration 120F: 3 clusters Score -2.385179e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 182118 members 
Entering Unmasked Estep 
Score: -23851790.000000 Penalty: 6022.814453
	Iteration 121Q: 3 clusters Score -2.385179e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 182144 members 
Entering Unmasked Estep 
Score: -23851786.000000 Penalty: 6022.814453
	Iteration 122Q: 3 clusters Score -2.385179e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 182168 members 
Entering Unmasked Estep 
Score: -23851764.000000 Penalty: 6022.814453
	Iteration 123Q: 3 clusters Score -2.385176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 182187 members 
Entering Unmasked Estep 
Score: -23851778.000000 Penalty: 6022.814453
	Iteration 124Q: 3 clusters Score -2.385178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 182211 members 
Entering Unmasked Estep 
Score: -23851758.000000 Penalty: 6022.814453
	Iteration 125Q: 3 clusters Score -2.385176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 182230 members 
Entering Unmasked Estep 
Score: -23851750.000000 Penalty: 6022.814453
	Iteration 126Q: 3 clusters Score -2.385175e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 182249 members 
Entering Unmasked Estep 
Score: -23851746.000000 Penalty: 6022.814453
	Iteration 127Q: 3 clusters Score -2.385175e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 182268 members 
Entering Unmasked Estep 
Score: -23851754.000000 Penalty: 6022.814453
	Iteration 128Q: 3 clusters Score -2.385175e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 182282 members 
Entering Unmasked Estep 
Score: -23851768.000000 Penalty: 6022.814453
	Iteration 129Q: 3 clusters Score -2.385177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 182301 members 
Entering Unmasked Estep 
Score: -23851772.000000 Penalty: 6022.814453
	Iteration 130Q: 3 clusters Score -2.385177e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 182320 members 
Entering Unmasked Estep 
Score: -23851774.000000 Penalty: 6022.814453
	Iteration 131Q: 3 clusters Score -2.385177e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 182346 members 
Entering Unmasked Estep 
Score: -23851750.000000 Penalty: 6022.814453
	Iteration 132Q: 3 clusters Score -2.385175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 182363 members 
Entering Unmasked Estep 
Score: -23851752.000000 Penalty: 6022.814453
	Iteration 133Q: 3 clusters Score -2.385175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 182380 members 
Entering Unmasked Estep 
Score: -23851754.000000 Penalty: 6022.814453
	Iteration 134Q: 3 clusters Score -2.385175e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 182404 members 
Entering Unmasked Estep 
Score: -23851748.000000 Penalty: 6022.814453
	Iteration 135Q: 3 clusters Score -2.385175e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 182424 members 
Entering Unmasked Estep 
Score: -23851732.000000 Penalty: 6022.814453
	Iteration 136Q: 3 clusters Score -2.385173e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 182448 members 
Entering Unmasked Estep 
Score: -23851726.000000 Penalty: 6022.814453
	Iteration 137Q: 3 clusters Score -2.385173e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 182480 members 
Entering Unmasked Estep 
Score: -23851696.000000 Penalty: 6022.814453
	Iteration 138Q: 3 clusters Score -2.38517e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 182506 members 
Entering Unmasked Estep 
Score: -23851698.000000 Penalty: 6022.814453
	Iteration 139Q: 3 clusters Score -2.38517e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 182531 members 
Entering Unmasked Estep 
Score: -23851684.000000 Penalty: 6022.814453
	Iteration 140F: 3 clusters Score -2.385168e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 182557 members 
Entering Unmasked Estep 
Score: -23851684.000000 Penalty: 6022.814453
	Iteration 141Q: 3 clusters Score -2.385168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 182576 members 
Entering Unmasked Estep 
Score: -23851678.000000 Penalty: 6022.814453
	Iteration 142Q: 3 clusters Score -2.385168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 182585 members 
Entering Unmasked Estep 
Score: -23851702.000000 Penalty: 6022.814453
	Iteration 143Q: 3 clusters Score -2.38517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 182589 members 
Entering Unmasked Estep 
Score: -23851722.000000 Penalty: 6022.814453
	Iteration 144Q: 3 clusters Score -2.385172e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 182598 members 
Entering Unmasked Estep 
Score: -23851732.000000 Penalty: 6022.814453
	Iteration 145Q: 3 clusters Score -2.385173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 182609 members 
Entering Unmasked Estep 
Score: -23851716.000000 Penalty: 6022.814453
	Iteration 146Q: 3 clusters Score -2.385172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 182615 members 
Entering Unmasked Estep 
Score: -23851714.000000 Penalty: 6022.814453
	Iteration 147Q: 3 clusters Score -2.385171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 182623 members 
Entering Unmasked Estep 
Score: -23851736.000000 Penalty: 6022.814453
	Iteration 148Q: 3 clusters Score -2.385174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 182638 members 
Entering Unmasked Estep 
Score: -23851718.000000 Penalty: 6022.814453
	Iteration 149Q: 3 clusters Score -2.385172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 182649 members 
Entering Unmasked Estep 
Score: -23851708.000000 Penalty: 6022.814453
	Iteration 150Q: 3 clusters Score -2.385171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 182659 members 
Entering Unmasked Estep 
Score: -23851728.000000 Penalty: 6022.814453
	Iteration 151Q: 3 clusters Score -2.385173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 182668 members 
Entering Unmasked Estep 
Score: -23851744.000000 Penalty: 6022.814453
	Iteration 152Q: 3 clusters Score -2.385174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 182680 members 
Entering Unmasked Estep 
Score: -23851712.000000 Penalty: 6022.814453
	Iteration 153Q: 3 clusters Score -2.385171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 182690 members 
Entering Unmasked Estep 
Score: -23851716.000000 Penalty: 6022.814453
	Iteration 154Q: 3 clusters Score -2.385172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 182699 members 
Entering Unmasked Estep 
Score: -23851710.000000 Penalty: 6022.814453
	Iteration 155Q: 3 clusters Score -2.385171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 182712 members 
Entering Unmasked Estep 
Score: -23851726.000000 Penalty: 6022.814453
	Iteration 156Q: 3 clusters Score -2.385173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 182723 members 
Entering Unmasked Estep 
Score: -23851704.000000 Penalty: 6022.814453
	Iteration 157Q: 3 clusters Score -2.38517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 182734 members 
Entering Unmasked Estep 
Score: -23851716.000000 Penalty: 6022.814453
	Iteration 158Q: 3 clusters Score -2.385172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 182748 members 
Entering Unmasked Estep 
Score: -23851716.000000 Penalty: 6022.814453
	Iteration 159Q: 3 clusters Score -2.385172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 182757 members 
Entering Unmasked Estep 
Score: -23851702.000000 Penalty: 6022.814453
	Iteration 160F: 3 clusters Score -2.38517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 182760 members 
Entering Unmasked Estep 
Score: -23851704.000000 Penalty: 6022.814453
	Iteration 161Q: 3 clusters Score -2.38517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 182765 members 
Entering Unmasked Estep 
Score: -23851682.000000 Penalty: 6022.814453
	Iteration 162Q: 3 clusters Score -2.385168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 182770 members 
Entering Unmasked Estep 
Score: -23851686.000000 Penalty: 6022.814453
	Iteration 163Q: 3 clusters Score -2.385169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 182773 members 
Entering Unmasked Estep 
Score: -23851670.000000 Penalty: 6022.814453
	Iteration 164Q: 3 clusters Score -2.385167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 182778 members 
Entering Unmasked Estep 
Score: -23851672.000000 Penalty: 6022.814453
	Iteration 165Q: 3 clusters Score -2.385167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 182781 members 
Entering Unmasked Estep 
Score: -23851688.000000 Penalty: 6022.814453
	Iteration 166Q: 3 clusters Score -2.385169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 182793 members 
Entering Unmasked Estep 
Score: -23851676.000000 Penalty: 6022.814453
	Iteration 167Q: 3 clusters Score -2.385168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 182808 members 
Entering Unmasked Estep 
Score: -23851690.000000 Penalty: 6022.814453
	Iteration 168Q: 3 clusters Score -2.385169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 182824 members 
Entering Unmasked Estep 
Score: -23851654.000000 Penalty: 6022.814453
	Iteration 169Q: 3 clusters Score -2.385165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 182837 members 
Entering Unmasked Estep 
Score: -23851654.000000 Penalty: 6022.814453
	Iteration 170Q: 3 clusters Score -2.385165e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 182854 members 
Entering Unmasked Estep 
Score: -23851676.000000 Penalty: 6022.814453
	Iteration 171Q: 3 clusters Score -2.385168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 182873 members 
Entering Unmasked Estep 
Score: -23851656.000000 Penalty: 6022.814453
	Iteration 172Q: 3 clusters Score -2.385166e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 182892 members 
Entering Unmasked Estep 
Score: -23851658.000000 Penalty: 6022.814453
	Iteration 173Q: 3 clusters Score -2.385166e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 182909 members 
Entering Unmasked Estep 
Score: -23851668.000000 Penalty: 6022.814453
	Iteration 174Q: 3 clusters Score -2.385167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 182922 members 
Entering Unmasked Estep 
Score: -23851664.000000 Penalty: 6022.814453
	Iteration 175Q: 3 clusters Score -2.385166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 182935 members 
Entering Unmasked Estep 
Score: -23851684.000000 Penalty: 6022.814453
	Iteration 176Q: 3 clusters Score -2.385168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 182947 members 
Entering Unmasked Estep 
Score: -23851660.000000 Penalty: 6022.814453
	Iteration 177Q: 3 clusters Score -2.385166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 182962 members 
Entering Unmasked Estep 
Score: -23851670.000000 Penalty: 6022.814453
	Iteration 178Q: 3 clusters Score -2.385167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 182973 members 
Entering Unmasked Estep 
Score: -23851672.000000 Penalty: 6022.814453
	Iteration 179Q: 3 clusters Score -2.385167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 182986 members 
Entering Unmasked Estep 
Score: -23851662.000000 Penalty: 6022.814453
	Iteration 180F: 3 clusters Score -2.385166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 182997 members 
Entering Unmasked Estep 
Score: -23851656.000000 Penalty: 6022.814453
	Iteration 181Q: 3 clusters Score -2.385166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 183013 members 
Entering Unmasked Estep 
Score: -23851630.000000 Penalty: 6022.814453
	Iteration 182Q: 3 clusters Score -2.385163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 183026 members 
Entering Unmasked Estep 
Score: -23851674.000000 Penalty: 6022.814453
	Iteration 183Q: 3 clusters Score -2.385167e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 183040 members 
Entering Unmasked Estep 
Score: -23851688.000000 Penalty: 6022.814453
	Iteration 184Q: 3 clusters Score -2.385169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 183050 members 
Entering Unmasked Estep 
Score: -23851678.000000 Penalty: 6022.814453
	Iteration 185Q: 3 clusters Score -2.385168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 183057 members 
Entering Unmasked Estep 
Score: -23851686.000000 Penalty: 6022.814453
	Iteration 186Q: 3 clusters Score -2.385169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 183068 members 
Entering Unmasked Estep 
Score: -23851662.000000 Penalty: 6022.814453
	Iteration 187Q: 3 clusters Score -2.385166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 183077 members 
Entering Unmasked Estep 
Score: -23851676.000000 Penalty: 6022.814453
	Iteration 188Q: 3 clusters Score -2.385168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 183087 members 
Entering Unmasked Estep 
Score: -23851674.000000 Penalty: 6022.814453
	Iteration 189Q: 3 clusters Score -2.385167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 183097 members 
Entering Unmasked Estep 
Score: -23851670.000000 Penalty: 6022.814453
	Iteration 190Q: 3 clusters Score -2.385167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 183108 members 
Entering Unmasked Estep 
Score: -23851666.000000 Penalty: 6022.814453
	Iteration 191Q: 3 clusters Score -2.385167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 183115 members 
Entering Unmasked Estep 
Score: -23851666.000000 Penalty: 6022.814453
	Iteration 192Q: 3 clusters Score -2.385167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 183122 members 
Entering Unmasked Estep 
Score: -23851678.000000 Penalty: 6022.814453
	Iteration 193Q: 3 clusters Score -2.385168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 183125 members 
Entering Unmasked Estep 
Score: -23851668.000000 Penalty: 6022.814453
	Iteration 194Q: 3 clusters Score -2.385167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 183128 members 
Entering Unmasked Estep 
Score: -23851660.000000 Penalty: 6022.814453
	Iteration 195Q: 3 clusters Score -2.385166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 183130 members 
Entering Unmasked Estep 
Score: -23851656.000000 Penalty: 6022.814453
	Iteration 196Q: 3 clusters Score -2.385166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 183131 members 
Entering Unmasked Estep 
Score: -23851652.000000 Penalty: 6022.814453
	Iteration 197Q: 3 clusters Score -2.385165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 183132 members 
Entering Unmasked Estep 
Score: -23851650.000000 Penalty: 6022.814453
	Iteration 198Q: 3 clusters Score -2.385165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 183132 members 
Entering Unmasked Estep 
Score: -23851650.000000 Penalty: 6022.814453
	Iteration 199F: 3 clusters Score -2.385165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -87679.507812 Penalty: 1648.948120
	Iteration 0F: 2 clusters Score -87679.51 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 365 members 
Entering Unmasked Estep 
Score: -85955.375000 Penalty: 3297.896240
	Iteration 0F: 3 clusters Score -85955.38 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -86348.906250 Penalty: 3297.896240
	Iteration 1F: 3 clusters Score -86348.91 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -86539.109375 Penalty: 3297.896240
	Iteration 2F: 3 clusters Score -86539.11 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -86682.929688 Penalty: 3297.896240
	Iteration 3F: 3 clusters Score -86682.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -86793.593750 Penalty: 3297.896240
	Iteration 4F: 3 clusters Score -86793.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -86840.289062 Penalty: 3297.896240
	Iteration 5Q: 3 clusters Score -86840.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -86865.898438 Penalty: 3297.896240
	Iteration 6Q: 3 clusters Score -86865.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -86894.765625 Penalty: 3297.896240
	Iteration 7Q: 3 clusters Score -86894.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -86939.601562 Penalty: 3297.896240
	Iteration 8Q: 3 clusters Score -86939.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -86949.390625 Penalty: 3297.896240
	Iteration 9Q: 3 clusters Score -86949.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -86954.109375 Penalty: 3297.896240
	Iteration 10Q: 3 clusters Score -86954.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -86956.664062 Penalty: 3297.896240
	Iteration 11Q: 3 clusters Score -86956.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86957.492188 Penalty: 3297.896240
	Iteration 12Q: 3 clusters Score -86957.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86957.492188 Penalty: 3297.896240
	Iteration 13F: 3 clusters Score -86957.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -39156.191406 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -39156.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37839.476562 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -37839.48 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38198.902344 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -38198.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38328.140625 Penalty: 2973.004883
	Iteration 2F: 3 clusters Score -38328.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38403.683594 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -38403.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38521.882812 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -38521.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38605.570312 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -38605.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38705.812500 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -38705.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38992.812500 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -38992.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39058.222656 Penalty: 2973.004883
	Iteration 8Q: 3 clusters Score -39058.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39094.261719 Penalty: 2973.004883
	Iteration 9Q: 3 clusters Score -39094.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -39121.351562 Penalty: 2973.004883
	Iteration 10Q: 3 clusters Score -39121.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39146.539062 Penalty: 2973.004883
	Iteration 11Q: 3 clusters Score -39146.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -39193.816406 Penalty: 2973.004883
	Iteration 12Q: 3 clusters Score -39193.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -39215.109375 Penalty: 2973.004883
	Iteration 13Q: 3 clusters Score -39215.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -39239.757812 Penalty: 2973.004883
	Iteration 14Q: 3 clusters Score -39239.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -39250.054688 Penalty: 2973.004883
	Iteration 15Q: 3 clusters Score -39250.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -39259.332031 Penalty: 2973.004883
	Iteration 16Q: 3 clusters Score -39259.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -39268.644531 Penalty: 2973.004883
	Iteration 17Q: 3 clusters Score -39268.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -39280.222656 Penalty: 2973.004883
	Iteration 18Q: 3 clusters Score -39280.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -39285.746094 Penalty: 2973.004883
	Iteration 19Q: 3 clusters Score -39285.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -39292.070312 Penalty: 2973.004883
	Iteration 20F: 3 clusters Score -39292.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -39300.781250 Penalty: 2973.004883
	Iteration 21Q: 3 clusters Score -39300.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -39314.386719 Penalty: 2973.004883
	Iteration 22Q: 3 clusters Score -39314.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -39332.164062 Penalty: 2973.004883
	Iteration 23Q: 3 clusters Score -39332.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -39374.781250 Penalty: 2973.004883
	Iteration 24Q: 3 clusters Score -39374.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -39480.781250 Penalty: 2973.004883
	Iteration 25Q: 3 clusters Score -39480.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -39494.898438 Penalty: 2973.004883
	Iteration 26F: 3 clusters Score -39494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -39521.062500 Penalty: 2973.004883
	Iteration 27Q: 3 clusters Score -39521.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -39521.062500 Penalty: 2973.004883
	Iteration 28F: 3 clusters Score -39521.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157695 members 
Mstep: Class 3 contains 187732 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 75 members 
Mstep: Class 6 contains 10999 members 
Mstep: Class 7 contains 153187 members 
Mstep: Class 8 contains 80222 members 
Mstep: Class 9 contains 152125 members 
Mstep: Class 10 contains 81960 members 
Mstep: Class 11 contains 87903 members 
Mstep: Class 12 contains 166719 members 
Mstep: Class 13 contains 77676 members 
Mstep: Class 14 contains 29133 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 7786 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87887 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Mstep: Class 23 contains 326 members 
Entering Unmasked Estep 
Score: -161334688.000000 Penalty: 80260.382812
Splitting cluster 5 changes total score from -161336272.000000 to -161334688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (10999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Entering Unmasked Estep 
Score: -1342707.375000 Penalty: 2307.778564
	Iteration 0F: 2 clusters Score -1342707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1334434.375000 Penalty: 4615.557129
	Iteration 0F: 3 clusters Score -1334434 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1336974.750000 Penalty: 4615.557129
	Iteration 1F: 3 clusters Score -1336975 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1337456.000000 Penalty: 4615.557129
	Iteration 2F: 3 clusters Score -1337456 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1337899.875000 Penalty: 4615.557129
	Iteration 3F: 3 clusters Score -1337900 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1338313.250000 Penalty: 4615.557129
	Iteration 4F: 3 clusters Score -1338313 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1338623.375000 Penalty: 4615.557129
	Iteration 5F: 3 clusters Score -1338623 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1338857.875000 Penalty: 4615.557129
	Iteration 6Q: 3 clusters Score -1338858 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1339065.000000 Penalty: 4615.557129
	Iteration 7Q: 3 clusters Score -1339065 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1339230.125000 Penalty: 4615.557129
	Iteration 8Q: 3 clusters Score -1339230 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1339369.250000 Penalty: 4615.557129
	Iteration 9Q: 3 clusters Score -1339369 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1339473.125000 Penalty: 4615.557129
	Iteration 10Q: 3 clusters Score -1339473 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1339574.625000 Penalty: 4615.557129
	Iteration 11Q: 3 clusters Score -1339575 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1339627.000000 Penalty: 4615.557129
	Iteration 12Q: 3 clusters Score -1339627 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1339676.500000 Penalty: 4615.557129
	Iteration 13Q: 3 clusters Score -1339676 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1339706.250000 Penalty: 4615.557129
	Iteration 14Q: 3 clusters Score -1339706 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1339735.500000 Penalty: 4615.557129
	Iteration 15Q: 3 clusters Score -1339736 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1339755.500000 Penalty: 4615.557129
	Iteration 16Q: 3 clusters Score -1339756 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1339783.625000 Penalty: 4615.557129
	Iteration 17Q: 3 clusters Score -1339784 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1339788.500000 Penalty: 4615.557129
	Iteration 18Q: 3 clusters Score -1339788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1339804.875000 Penalty: 4615.557129
	Iteration 19Q: 3 clusters Score -1339805 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1339820.125000 Penalty: 4615.557129
	Iteration 20F: 3 clusters Score -1339820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1339829.125000 Penalty: 4615.557129
	Iteration 21Q: 3 clusters Score -1339829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1339830.000000 Penalty: 4615.557129
	Iteration 22Q: 3 clusters Score -1339830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1339834.500000 Penalty: 4615.557129
	Iteration 23Q: 3 clusters Score -1339834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1339842.125000 Penalty: 4615.557129
	Iteration 24Q: 3 clusters Score -1339842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1339848.500000 Penalty: 4615.557129
	Iteration 25Q: 3 clusters Score -1339848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1339850.125000 Penalty: 4615.557129
	Iteration 26Q: 3 clusters Score -1339850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1339855.250000 Penalty: 4615.557129
	Iteration 27Q: 3 clusters Score -1339855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1339860.500000 Penalty: 4615.557129
	Iteration 28Q: 3 clusters Score -1339860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1339867.375000 Penalty: 4615.557129
	Iteration 29Q: 3 clusters Score -1339867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1339872.625000 Penalty: 4615.557129
	Iteration 30Q: 3 clusters Score -1339873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1339878.250000 Penalty: 4615.557129
	Iteration 31Q: 3 clusters Score -1339878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1339881.500000 Penalty: 4615.557129
	Iteration 32Q: 3 clusters Score -1339882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1339883.000000 Penalty: 4615.557129
	Iteration 33Q: 3 clusters Score -1339883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1339885.875000 Penalty: 4615.557129
	Iteration 34Q: 3 clusters Score -1339886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1339885.750000 Penalty: 4615.557129
	Iteration 35Q: 3 clusters Score -1339886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1339887.000000 Penalty: 4615.557129
	Iteration 36Q: 3 clusters Score -1339887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1339895.875000 Penalty: 4615.557129
	Iteration 37Q: 3 clusters Score -1339896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1339899.625000 Penalty: 4615.557129
	Iteration 38Q: 3 clusters Score -1339900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1339902.500000 Penalty: 4615.557129
	Iteration 39Q: 3 clusters Score -1339902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1339906.250000 Penalty: 4615.557129
	Iteration 40F: 3 clusters Score -1339906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1339915.500000 Penalty: 4615.557129
	Iteration 41Q: 3 clusters Score -1339916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1339916.500000 Penalty: 4615.557129
	Iteration 42Q: 3 clusters Score -1339916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1339918.750000 Penalty: 4615.557129
	Iteration 43Q: 3 clusters Score -1339919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1339919.250000 Penalty: 4615.557129
	Iteration 44Q: 3 clusters Score -1339919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1339922.750000 Penalty: 4615.557129
	Iteration 45Q: 3 clusters Score -1339923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1339925.875000 Penalty: 4615.557129
	Iteration 46Q: 3 clusters Score -1339926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1339925.500000 Penalty: 4615.557129
	Iteration 47Q: 3 clusters Score -1339926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1339925.375000 Penalty: 4615.557129
	Iteration 48Q: 3 clusters Score -1339925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1339927.125000 Penalty: 4615.557129
	Iteration 49Q: 3 clusters Score -1339927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1339929.000000 Penalty: 4615.557129
	Iteration 50Q: 3 clusters Score -1339929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1339931.750000 Penalty: 4615.557129
	Iteration 51Q: 3 clusters Score -1339932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1339929.125000 Penalty: 4615.557129
	Iteration 52Q: 3 clusters Score -1339929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1339927.125000 Penalty: 4615.557129
	Iteration 53Q: 3 clusters Score -1339927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1339929.000000 Penalty: 4615.557129
	Iteration 54Q: 3 clusters Score -1339929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1339930.125000 Penalty: 4615.557129
	Iteration 55Q: 3 clusters Score -1339930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1339932.750000 Penalty: 4615.557129
	Iteration 56Q: 3 clusters Score -1339933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1339932.500000 Penalty: 4615.557129
	Iteration 57Q: 3 clusters Score -1339932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1339932.250000 Penalty: 4615.557129
	Iteration 58Q: 3 clusters Score -1339932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1339932.750000 Penalty: 4615.557129
	Iteration 59Q: 3 clusters Score -1339933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1339934.625000 Penalty: 4615.557129
	Iteration 60F: 3 clusters Score -1339935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1339936.125000 Penalty: 4615.557129
	Iteration 61Q: 3 clusters Score -1339936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1339931.375000 Penalty: 4615.557129
	Iteration 62Q: 3 clusters Score -1339931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1339933.125000 Penalty: 4615.557129
	Iteration 63Q: 3 clusters Score -1339933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1339934.750000 Penalty: 4615.557129
	Iteration 64Q: 3 clusters Score -1339935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1339935.500000 Penalty: 4615.557129
	Iteration 65Q: 3 clusters Score -1339936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1339935.500000 Penalty: 4615.557129
	Iteration 66F: 3 clusters Score -1339936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (153187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153187 members 
Entering Unmasked Estep 
Score: -19513144.000000 Penalty: 2960.974854
	Iteration 0F: 2 clusters Score -1.951314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 76765 members 
Entering Unmasked Estep 
Score: -19412596.000000 Penalty: 5921.949707
	Iteration 0F: 3 clusters Score -1.94126e+07 nChanged 73284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -19455046.000000 Penalty: 5921.949707
	Iteration 1F: 3 clusters Score -1.945505e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -19456622.000000 Penalty: 5921.949707
	Iteration 2Q: 3 clusters Score -1.945662e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72504 members 
Mstep: Class 2 contains 80683 members 
Entering Unmasked Estep 
Score: -19459108.000000 Penalty: 5921.949707
	Iteration 3Q: 3 clusters Score -1.945911e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70893 members 
Mstep: Class 2 contains 82294 members 
Entering Unmasked Estep 
Score: -19462862.000000 Penalty: 5921.949707
	Iteration 4Q: 3 clusters Score -1.946286e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 83894 members 
Entering Unmasked Estep 
Score: -19468560.000000 Penalty: 5921.949707
	Iteration 5F: 3 clusters Score -1.946856e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68204 members 
Mstep: Class 2 contains 84983 members 
Entering Unmasked Estep 
Score: -19475754.000000 Penalty: 5921.949707
	Iteration 6F: 3 clusters Score -1.947575e+07 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 85184 members 
Entering Unmasked Estep 
Score: -19483526.000000 Penalty: 5921.949707
	Iteration 7F: 3 clusters Score -1.948353e+07 nChanged 10220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 84538 members 
Entering Unmasked Estep 
Score: -19490138.000000 Penalty: 5921.949707
	Iteration 8F: 3 clusters Score -1.949014e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69676 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -19494368.000000 Penalty: 5921.949707
	Iteration 9F: 3 clusters Score -1.949437e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70593 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -19496086.000000 Penalty: 5921.949707
	Iteration 10Q: 3 clusters Score -1.949609e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -19496806.000000 Penalty: 5921.949707
	Iteration 11Q: 3 clusters Score -1.949681e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71881 members 
Mstep: Class 2 contains 81306 members 
Entering Unmasked Estep 
Score: -19497324.000000 Penalty: 5921.949707
	Iteration 12Q: 3 clusters Score -1.949732e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -19497626.000000 Penalty: 5921.949707
	Iteration 13Q: 3 clusters Score -1.949763e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -19498004.000000 Penalty: 5921.949707
	Iteration 14Q: 3 clusters Score -1.9498e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73589 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -19498296.000000 Penalty: 5921.949707
	Iteration 15Q: 3 clusters Score -1.94983e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74086 members 
Mstep: Class 2 contains 79101 members 
Entering Unmasked Estep 
Score: -19498586.000000 Penalty: 5921.949707
	Iteration 16Q: 3 clusters Score -1.949859e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 78631 members 
Entering Unmasked Estep 
Score: -19498732.000000 Penalty: 5921.949707
	Iteration 17Q: 3 clusters Score -1.949873e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75035 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -19498810.000000 Penalty: 5921.949707
	Iteration 18Q: 3 clusters Score -1.949881e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75467 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -19498760.000000 Penalty: 5921.949707
	Iteration 19Q: 3 clusters Score -1.949876e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 77277 members 
Entering Unmasked Estep 
Score: -19498852.000000 Penalty: 5921.949707
	Iteration 20F: 3 clusters Score -1.949885e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76328 members 
Mstep: Class 2 contains 76859 members 
Entering Unmasked Estep 
Score: -19499022.000000 Penalty: 5921.949707
	Iteration 21Q: 3 clusters Score -1.949902e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -19499156.000000 Penalty: 5921.949707
	Iteration 22Q: 3 clusters Score -1.949916e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 75963 members 
Entering Unmasked Estep 
Score: -19499186.000000 Penalty: 5921.949707
	Iteration 23Q: 3 clusters Score -1.949919e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77654 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -19499274.000000 Penalty: 5921.949707
	Iteration 24Q: 3 clusters Score -1.949927e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 75091 members 
Entering Unmasked Estep 
Score: -19499366.000000 Penalty: 5921.949707
	Iteration 25Q: 3 clusters Score -1.949937e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -19499406.000000 Penalty: 5921.949707
	Iteration 26Q: 3 clusters Score -1.949941e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 74197 members 
Entering Unmasked Estep 
Score: -19499440.000000 Penalty: 5921.949707
	Iteration 27Q: 3 clusters Score -1.949944e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79461 members 
Mstep: Class 2 contains 73726 members 
Entering Unmasked Estep 
Score: -19499486.000000 Penalty: 5921.949707
	Iteration 28Q: 3 clusters Score -1.949949e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 73271 members 
Entering Unmasked Estep 
Score: -19499514.000000 Penalty: 5921.949707
	Iteration 29Q: 3 clusters Score -1.949951e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80378 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
Score: -19499620.000000 Penalty: 5921.949707
	Iteration 30Q: 3 clusters Score -1.949962e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -19499612.000000 Penalty: 5921.949707
	Iteration 31Q: 3 clusters Score -1.949961e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81303 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -19499654.000000 Penalty: 5921.949707
	Iteration 32Q: 3 clusters Score -1.949965e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81807 members 
Mstep: Class 2 contains 71380 members 
Entering Unmasked Estep 
Score: -19499662.000000 Penalty: 5921.949707
	Iteration 33Q: 3 clusters Score -1.949966e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -19499684.000000 Penalty: 5921.949707
	Iteration 34Q: 3 clusters Score -1.949968e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82775 members 
Mstep: Class 2 contains 70412 members 
Entering Unmasked Estep 
Score: -19499626.000000 Penalty: 5921.949707
	Iteration 35Q: 3 clusters Score -1.949963e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83300 members 
Mstep: Class 2 contains 69887 members 
Entering Unmasked Estep 
Score: -19499682.000000 Penalty: 5921.949707
	Iteration 36Q: 3 clusters Score -1.949968e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -19499748.000000 Penalty: 5921.949707
	Iteration 37Q: 3 clusters Score -1.949975e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84412 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -19499780.000000 Penalty: 5921.949707
	Iteration 38Q: 3 clusters Score -1.949978e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85019 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -19499828.000000 Penalty: 5921.949707
	Iteration 39Q: 3 clusters Score -1.949983e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 67518 members 
Entering Unmasked Estep 
Score: -19499914.000000 Penalty: 5921.949707
	Iteration 40F: 3 clusters Score -1.949991e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86342 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -19499946.000000 Penalty: 5921.949707
	Iteration 41Q: 3 clusters Score -1.949995e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87058 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -19499998.000000 Penalty: 5921.949707
	Iteration 42Q: 3 clusters Score -1.95e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87826 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -19500072.000000 Penalty: 5921.949707
	Iteration 43Q: 3 clusters Score -1.950007e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88640 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -19500210.000000 Penalty: 5921.949707
	Iteration 44Q: 3 clusters Score -1.950021e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89489 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -19500212.000000 Penalty: 5921.949707
	Iteration 45Q: 3 clusters Score -1.950021e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -19500360.000000 Penalty: 5921.949707
	Iteration 46Q: 3 clusters Score -1.950036e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91239 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -19500464.000000 Penalty: 5921.949707
	Iteration 47Q: 3 clusters Score -1.950046e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92228 members 
Mstep: Class 2 contains 60959 members 
Entering Unmasked Estep 
Score: -19500702.000000 Penalty: 5921.949707
	Iteration 48Q: 3 clusters Score -1.95007e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -19500898.000000 Penalty: 5921.949707
	Iteration 49Q: 3 clusters Score -1.95009e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -19500996.000000 Penalty: 5921.949707
	Iteration 50Q: 3 clusters Score -1.9501e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95355 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -19501184.000000 Penalty: 5921.949707
	Iteration 51Q: 3 clusters Score -1.950118e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96497 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -19501360.000000 Penalty: 5921.949707
	Iteration 52Q: 3 clusters Score -1.950136e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97717 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -19501580.000000 Penalty: 5921.949707
	Iteration 53Q: 3 clusters Score -1.950158e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98976 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -19501754.000000 Penalty: 5921.949707
	Iteration 54Q: 3 clusters Score -1.950175e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100320 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -19502092.000000 Penalty: 5921.949707
	Iteration 55Q: 3 clusters Score -1.950209e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101758 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -19502342.000000 Penalty: 5921.949707
	Iteration 56Q: 3 clusters Score -1.950234e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103245 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -19502642.000000 Penalty: 5921.949707
	Iteration 57Q: 3 clusters Score -1.950264e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104805 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -19502998.000000 Penalty: 5921.949707
	Iteration 58Q: 3 clusters Score -1.9503e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106420 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -19503376.000000 Penalty: 5921.949707
	Iteration 59Q: 3 clusters Score -1.950338e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108109 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -19503942.000000 Penalty: 5921.949707
	Iteration 60F: 3 clusters Score -1.950394e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109896 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -19504520.000000 Penalty: 5921.949707
	Iteration 61Q: 3 clusters Score -1.950452e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111648 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -19505110.000000 Penalty: 5921.949707
	Iteration 62Q: 3 clusters Score -1.950511e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113434 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -19505602.000000 Penalty: 5921.949707
	Iteration 63Q: 3 clusters Score -1.95056e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115196 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -19506036.000000 Penalty: 5921.949707
	Iteration 64Q: 3 clusters Score -1.950604e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116848 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -19506428.000000 Penalty: 5921.949707
	Iteration 65Q: 3 clusters Score -1.950643e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118494 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -19506870.000000 Penalty: 5921.949707
	Iteration 66Q: 3 clusters Score -1.950687e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120160 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -19507320.000000 Penalty: 5921.949707
	Iteration 67Q: 3 clusters Score -1.950732e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121765 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -19507784.000000 Penalty: 5921.949707
	Iteration 68Q: 3 clusters Score -1.950778e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123283 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -19508234.000000 Penalty: 5921.949707
	Iteration 69Q: 3 clusters Score -1.950823e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124794 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -19508616.000000 Penalty: 5921.949707
	Iteration 70Q: 3 clusters Score -1.950862e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126283 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -19509138.000000 Penalty: 5921.949707
	Iteration 71Q: 3 clusters Score -1.950914e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127746 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -19509588.000000 Penalty: 5921.949707
	Iteration 72Q: 3 clusters Score -1.950959e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129165 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -19510018.000000 Penalty: 5921.949707
	Iteration 73Q: 3 clusters Score -1.951002e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130481 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -19510298.000000 Penalty: 5921.949707
	Iteration 74Q: 3 clusters Score -1.95103e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131701 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -19510614.000000 Penalty: 5921.949707
	Iteration 75Q: 3 clusters Score -1.951061e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132847 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -19511050.000000 Penalty: 5921.949707
	Iteration 76Q: 3 clusters Score -1.951105e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133914 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -19511250.000000 Penalty: 5921.949707
	Iteration 77Q: 3 clusters Score -1.951125e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134843 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -19511466.000000 Penalty: 5921.949707
	Iteration 78Q: 3 clusters Score -1.951147e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135676 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -19511700.000000 Penalty: 5921.949707
	Iteration 79Q: 3 clusters Score -1.95117e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136432 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -19511890.000000 Penalty: 5921.949707
	Iteration 80F: 3 clusters Score -1.951189e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137132 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -19512056.000000 Penalty: 5921.949707
	Iteration 81Q: 3 clusters Score -1.951206e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137781 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -19512224.000000 Penalty: 5921.949707
	Iteration 82Q: 3 clusters Score -1.951222e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138416 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -19512296.000000 Penalty: 5921.949707
	Iteration 83Q: 3 clusters Score -1.95123e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139005 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -19512432.000000 Penalty: 5921.949707
	Iteration 84Q: 3 clusters Score -1.951243e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139568 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -19512552.000000 Penalty: 5921.949707
	Iteration 85Q: 3 clusters Score -1.951255e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140108 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -19512720.000000 Penalty: 5921.949707
	Iteration 86Q: 3 clusters Score -1.951272e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140624 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -19512744.000000 Penalty: 5921.949707
	Iteration 87Q: 3 clusters Score -1.951274e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141087 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -19512834.000000 Penalty: 5921.949707
	Iteration 88Q: 3 clusters Score -1.951283e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141506 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -19512926.000000 Penalty: 5921.949707
	Iteration 89Q: 3 clusters Score -1.951293e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141911 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -19513056.000000 Penalty: 5921.949707
	Iteration 90Q: 3 clusters Score -1.951306e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142294 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -19513144.000000 Penalty: 5921.949707
	Iteration 91Q: 3 clusters Score -1.951314e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142645 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -19513206.000000 Penalty: 5921.949707
	Iteration 92Q: 3 clusters Score -1.951321e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142985 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -19513226.000000 Penalty: 5921.949707
	Iteration 93Q: 3 clusters Score -1.951323e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143347 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -19513274.000000 Penalty: 5921.949707
	Iteration 94Q: 3 clusters Score -1.951327e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143674 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -19513252.000000 Penalty: 5921.949707
	Iteration 95Q: 3 clusters Score -1.951325e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143995 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -19513334.000000 Penalty: 5921.949707
	Iteration 96Q: 3 clusters Score -1.951333e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144280 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -19513408.000000 Penalty: 5921.949707
	Iteration 97Q: 3 clusters Score -1.951341e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144537 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -19513394.000000 Penalty: 5921.949707
	Iteration 98Q: 3 clusters Score -1.951339e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144753 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -19513426.000000 Penalty: 5921.949707
	Iteration 99Q: 3 clusters Score -1.951343e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144972 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -19513416.000000 Penalty: 5921.949707
	Iteration 100F: 3 clusters Score -1.951342e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145165 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -19513426.000000 Penalty: 5921.949707
	Iteration 101Q: 3 clusters Score -1.951343e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145349 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -19513416.000000 Penalty: 5921.949707
	Iteration 102Q: 3 clusters Score -1.951342e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145534 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -19513380.000000 Penalty: 5921.949707
	Iteration 103Q: 3 clusters Score -1.951338e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145707 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -19513386.000000 Penalty: 5921.949707
	Iteration 104Q: 3 clusters Score -1.951339e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145868 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -19513332.000000 Penalty: 5921.949707
	Iteration 105Q: 3 clusters Score -1.951333e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146035 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -19513306.000000 Penalty: 5921.949707
	Iteration 106Q: 3 clusters Score -1.951331e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146183 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -19513300.000000 Penalty: 5921.949707
	Iteration 107Q: 3 clusters Score -1.95133e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146331 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -19513238.000000 Penalty: 5921.949707
	Iteration 108Q: 3 clusters Score -1.951324e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146475 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -19513254.000000 Penalty: 5921.949707
	Iteration 109Q: 3 clusters Score -1.951325e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146602 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -19513240.000000 Penalty: 5921.949707
	Iteration 110Q: 3 clusters Score -1.951324e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146736 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -19513228.000000 Penalty: 5921.949707
	Iteration 111Q: 3 clusters Score -1.951323e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146842 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -19513208.000000 Penalty: 5921.949707
	Iteration 112Q: 3 clusters Score -1.951321e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146930 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -19513236.000000 Penalty: 5921.949707
	Iteration 113Q: 3 clusters Score -1.951324e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147023 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -19513216.000000 Penalty: 5921.949707
	Iteration 114Q: 3 clusters Score -1.951322e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147102 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -19513234.000000 Penalty: 5921.949707
	Iteration 115Q: 3 clusters Score -1.951323e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147165 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -19513192.000000 Penalty: 5921.949707
	Iteration 116Q: 3 clusters Score -1.951319e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147221 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -19513182.000000 Penalty: 5921.949707
	Iteration 117Q: 3 clusters Score -1.951318e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147273 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -19513150.000000 Penalty: 5921.949707
	Iteration 118Q: 3 clusters Score -1.951315e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147330 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -19513148.000000 Penalty: 5921.949707
	Iteration 119Q: 3 clusters Score -1.951315e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147385 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -19513154.000000 Penalty: 5921.949707
	Iteration 120F: 3 clusters Score -1.951315e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147440 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -19513146.000000 Penalty: 5921.949707
	Iteration 121Q: 3 clusters Score -1.951315e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147488 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -19513104.000000 Penalty: 5921.949707
	Iteration 122Q: 3 clusters Score -1.95131e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147529 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -19513104.000000 Penalty: 5921.949707
	Iteration 123Q: 3 clusters Score -1.95131e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147567 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -19513122.000000 Penalty: 5921.949707
	Iteration 124Q: 3 clusters Score -1.951312e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147600 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -19513136.000000 Penalty: 5921.949707
	Iteration 125Q: 3 clusters Score -1.951314e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147629 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -19513118.000000 Penalty: 5921.949707
	Iteration 126Q: 3 clusters Score -1.951312e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147654 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -19513120.000000 Penalty: 5921.949707
	Iteration 127Q: 3 clusters Score -1.951312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147675 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -19513132.000000 Penalty: 5921.949707
	Iteration 128Q: 3 clusters Score -1.951313e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147699 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -19513106.000000 Penalty: 5921.949707
	Iteration 129Q: 3 clusters Score -1.951311e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147731 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -19513124.000000 Penalty: 5921.949707
	Iteration 130Q: 3 clusters Score -1.951312e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147763 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -19513110.000000 Penalty: 5921.949707
	Iteration 131Q: 3 clusters Score -1.951311e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147800 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -19513090.000000 Penalty: 5921.949707
	Iteration 132Q: 3 clusters Score -1.951309e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147838 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -19513060.000000 Penalty: 5921.949707
	Iteration 133Q: 3 clusters Score -1.951306e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147878 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -19513062.000000 Penalty: 5921.949707
	Iteration 134Q: 3 clusters Score -1.951306e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147920 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -19513068.000000 Penalty: 5921.949707
	Iteration 135Q: 3 clusters Score -1.951307e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147946 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -19513064.000000 Penalty: 5921.949707
	Iteration 136Q: 3 clusters Score -1.951306e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147976 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -19513078.000000 Penalty: 5921.949707
	Iteration 137Q: 3 clusters Score -1.951308e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148001 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -19513088.000000 Penalty: 5921.949707
	Iteration 138Q: 3 clusters Score -1.951309e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148023 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -19513074.000000 Penalty: 5921.949707
	Iteration 139Q: 3 clusters Score -1.951307e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148043 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -19513044.000000 Penalty: 5921.949707
	Iteration 140F: 3 clusters Score -1.951304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148059 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -19513062.000000 Penalty: 5921.949707
	Iteration 141Q: 3 clusters Score -1.951306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148074 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -19513074.000000 Penalty: 5921.949707
	Iteration 142Q: 3 clusters Score -1.951307e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148094 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -19513084.000000 Penalty: 5921.949707
	Iteration 143Q: 3 clusters Score -1.951308e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148120 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -19513056.000000 Penalty: 5921.949707
	Iteration 144Q: 3 clusters Score -1.951306e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148148 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -19513034.000000 Penalty: 5921.949707
	Iteration 145Q: 3 clusters Score -1.951303e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148179 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -19513060.000000 Penalty: 5921.949707
	Iteration 146Q: 3 clusters Score -1.951306e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148209 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -19513038.000000 Penalty: 5921.949707
	Iteration 147Q: 3 clusters Score -1.951304e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148235 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -19513038.000000 Penalty: 5921.949707
	Iteration 148Q: 3 clusters Score -1.951304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148257 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -19513038.000000 Penalty: 5921.949707
	Iteration 149Q: 3 clusters Score -1.951304e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148284 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -19513048.000000 Penalty: 5921.949707
	Iteration 150Q: 3 clusters Score -1.951305e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148315 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -19513032.000000 Penalty: 5921.949707
	Iteration 151Q: 3 clusters Score -1.951303e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148344 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -19513026.000000 Penalty: 5921.949707
	Iteration 152Q: 3 clusters Score -1.951303e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148373 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -19513004.000000 Penalty: 5921.949707
	Iteration 153Q: 3 clusters Score -1.9513e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148403 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -19512994.000000 Penalty: 5921.949707
	Iteration 154Q: 3 clusters Score -1.951299e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148434 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -19513008.000000 Penalty: 5921.949707
	Iteration 155Q: 3 clusters Score -1.951301e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148462 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -19513000.000000 Penalty: 5921.949707
	Iteration 156Q: 3 clusters Score -1.9513e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148493 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -19513018.000000 Penalty: 5921.949707
	Iteration 157Q: 3 clusters Score -1.951302e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148523 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -19512986.000000 Penalty: 5921.949707
	Iteration 158Q: 3 clusters Score -1.951299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148541 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -19512974.000000 Penalty: 5921.949707
	Iteration 159Q: 3 clusters Score -1.951297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148558 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -19512954.000000 Penalty: 5921.949707
	Iteration 160F: 3 clusters Score -1.951295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148575 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -19512950.000000 Penalty: 5921.949707
	Iteration 161Q: 3 clusters Score -1.951295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148592 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -19512952.000000 Penalty: 5921.949707
	Iteration 162Q: 3 clusters Score -1.951295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148606 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -19512952.000000 Penalty: 5921.949707
	Iteration 163Q: 3 clusters Score -1.951295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148617 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -19512936.000000 Penalty: 5921.949707
	Iteration 164Q: 3 clusters Score -1.951294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148630 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -19512890.000000 Penalty: 5921.949707
	Iteration 165Q: 3 clusters Score -1.951289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148639 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -19512874.000000 Penalty: 5921.949707
	Iteration 166Q: 3 clusters Score -1.951287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148650 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -19512872.000000 Penalty: 5921.949707
	Iteration 167Q: 3 clusters Score -1.951287e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148663 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -19512864.000000 Penalty: 5921.949707
	Iteration 168Q: 3 clusters Score -1.951286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148674 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -19512858.000000 Penalty: 5921.949707
	Iteration 169Q: 3 clusters Score -1.951286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148677 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -19512844.000000 Penalty: 5921.949707
	Iteration 170Q: 3 clusters Score -1.951284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148682 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -19512850.000000 Penalty: 5921.949707
	Iteration 171Q: 3 clusters Score -1.951285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148689 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -19512840.000000 Penalty: 5921.949707
	Iteration 172Q: 3 clusters Score -1.951284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148696 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -19512832.000000 Penalty: 5921.949707
	Iteration 173Q: 3 clusters Score -1.951283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148710 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -19512838.000000 Penalty: 5921.949707
	Iteration 174Q: 3 clusters Score -1.951284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148728 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -19512858.000000 Penalty: 5921.949707
	Iteration 175Q: 3 clusters Score -1.951286e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148750 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -19512880.000000 Penalty: 5921.949707
	Iteration 176Q: 3 clusters Score -1.951288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148763 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -19512890.000000 Penalty: 5921.949707
	Iteration 177Q: 3 clusters Score -1.951289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148777 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -19512872.000000 Penalty: 5921.949707
	Iteration 178Q: 3 clusters Score -1.951287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148787 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -19512864.000000 Penalty: 5921.949707
	Iteration 179Q: 3 clusters Score -1.951286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148796 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -19512860.000000 Penalty: 5921.949707
	Iteration 180F: 3 clusters Score -1.951286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148810 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -19512854.000000 Penalty: 5921.949707
	Iteration 181Q: 3 clusters Score -1.951285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148819 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -19512850.000000 Penalty: 5921.949707
	Iteration 182Q: 3 clusters Score -1.951285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148827 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -19512862.000000 Penalty: 5921.949707
	Iteration 183Q: 3 clusters Score -1.951286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148834 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -19512858.000000 Penalty: 5921.949707
	Iteration 184Q: 3 clusters Score -1.951286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148835 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -19512868.000000 Penalty: 5921.949707
	Iteration 185Q: 3 clusters Score -1.951287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148836 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -19512872.000000 Penalty: 5921.949707
	Iteration 186Q: 3 clusters Score -1.951287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148836 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -19512872.000000 Penalty: 5921.949707
	Iteration 187F: 3 clusters Score -1.951287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (80222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80222 members 
Entering Unmasked Estep 
Score: -9964000.000000 Penalty: 2800.553223
	Iteration 0F: 2 clusters Score -9964000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -9910109.000000 Penalty: 5601.106445
	Iteration 0F: 3 clusters Score -9910109 nChanged 37837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -9931498.000000 Penalty: 5601.106445
	Iteration 1F: 3 clusters Score -9931498 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -9932480.000000 Penalty: 5601.106445
	Iteration 2Q: 3 clusters Score -9932480 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -9933775.000000 Penalty: 5601.106445
	Iteration 3Q: 3 clusters Score -9933775 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -9936067.000000 Penalty: 5601.106445
	Iteration 4F: 3 clusters Score -9936067 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -9939986.000000 Penalty: 5601.106445
	Iteration 5F: 3 clusters Score -9939986 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 63187 members 
Entering Unmasked Estep 
Score: -9945840.000000 Penalty: 5601.106445
	Iteration 6F: 3 clusters Score -9945840 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -9952252.000000 Penalty: 5601.106445
	Iteration 7F: 3 clusters Score -9952252 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
Score: -9957078.000000 Penalty: 5601.106445
	Iteration 8F: 3 clusters Score -9957078 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 77548 members 
Entering Unmasked Estep 
Score: -9959664.000000 Penalty: 5601.106445
	Iteration 9Q: 3 clusters Score -9959664 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 78811 members 
Entering Unmasked Estep 
Score: -9960705.000000 Penalty: 5601.106445
	Iteration 10Q: 3 clusters Score -9960705 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -9961186.000000 Penalty: 5601.106445
	Iteration 11Q: 3 clusters Score -9961186 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -9961378.000000 Penalty: 5601.106445
	Iteration 12Q: 3 clusters Score -9961378 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 79710 members 
Entering Unmasked Estep 
Score: -9961467.000000 Penalty: 5601.106445
	Iteration 13Q: 3 clusters Score -9961467 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -9961510.000000 Penalty: 5601.106445
	Iteration 14Q: 3 clusters Score -9961510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 79808 members 
Entering Unmasked Estep 
Score: -9961543.000000 Penalty: 5601.106445
	Iteration 15Q: 3 clusters Score -9961543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 79821 members 
Entering Unmasked Estep 
Score: -9961567.000000 Penalty: 5601.106445
	Iteration 16Q: 3 clusters Score -9961567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -9961580.000000 Penalty: 5601.106445
	Iteration 17Q: 3 clusters Score -9961580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -9961599.000000 Penalty: 5601.106445
	Iteration 18Q: 3 clusters Score -9961599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 79842 members 
Entering Unmasked Estep 
Score: -9961593.000000 Penalty: 5601.106445
	Iteration 19Q: 3 clusters Score -9961593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 79847 members 
Entering Unmasked Estep 
Score: -9961591.000000 Penalty: 5601.106445
	Iteration 20F: 3 clusters Score -9961591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -9961615.000000 Penalty: 5601.106445
	Iteration 21Q: 3 clusters Score -9961615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -9961610.000000 Penalty: 5601.106445
	Iteration 22Q: 3 clusters Score -9961610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 79864 members 
Entering Unmasked Estep 
Score: -9961612.000000 Penalty: 5601.106445
	Iteration 23Q: 3 clusters Score -9961612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 79864 members 
Entering Unmasked Estep 
Score: -9961620.000000 Penalty: 5601.106445
	Iteration 24Q: 3 clusters Score -9961620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 79867 members 
Entering Unmasked Estep 
Score: -9961622.000000 Penalty: 5601.106445
	Iteration 25Q: 3 clusters Score -9961622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 79869 members 
Entering Unmasked Estep 
Score: -9961623.000000 Penalty: 5601.106445
	Iteration 26Q: 3 clusters Score -9961623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -9961628.000000 Penalty: 5601.106445
	Iteration 27Q: 3 clusters Score -9961628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -9961630.000000 Penalty: 5601.106445
	Iteration 28Q: 3 clusters Score -9961630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 79869 members 
Entering Unmasked Estep 
Score: -9961635.000000 Penalty: 5601.106445
	Iteration 29Q: 3 clusters Score -9961635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 79866 members 
Entering Unmasked Estep 
Score: -9961637.000000 Penalty: 5601.106445
	Iteration 30Q: 3 clusters Score -9961637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 79866 members 
Entering Unmasked Estep 
Score: -9961637.000000 Penalty: 5601.106445
	Iteration 31F: 3 clusters Score -9961637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (152125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152125 members 
Entering Unmasked Estep 
Score: -19394812.000000 Penalty: 2959.249512
	Iteration 0F: 2 clusters Score -1.939481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76109 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -19296180.000000 Penalty: 5918.499023
	Iteration 0F: 3 clusters Score -1.929618e+07 nChanged 72608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 76142 members 
Entering Unmasked Estep 
Score: -19338524.000000 Penalty: 5918.499023
	Iteration 1F: 3 clusters Score -1.933852e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 76179 members 
Entering Unmasked Estep 
Score: -19339816.000000 Penalty: 5918.499023
	Iteration 2Q: 3 clusters Score -1.933982e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75687 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -19341758.000000 Penalty: 5918.499023
	Iteration 3Q: 3 clusters Score -1.934176e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 77160 members 
Entering Unmasked Estep 
Score: -19344536.000000 Penalty: 5918.499023
	Iteration 4Q: 3 clusters Score -1.934454e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73546 members 
Mstep: Class 2 contains 78579 members 
Entering Unmasked Estep 
Score: -19348306.000000 Penalty: 5918.499023
	Iteration 5F: 3 clusters Score -1.934831e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71451 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -19353724.000000 Penalty: 5918.499023
	Iteration 6F: 3 clusters Score -1.935372e+07 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -19360926.000000 Penalty: 5918.499023
	Iteration 7F: 3 clusters Score -1.936093e+07 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66184 members 
Mstep: Class 2 contains 85941 members 
Entering Unmasked Estep 
Score: -19368392.000000 Penalty: 5918.499023
	Iteration 8F: 3 clusters Score -1.936839e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 87958 members 
Entering Unmasked Estep 
Score: -19373794.000000 Penalty: 5918.499023
	Iteration 9F: 3 clusters Score -1.937379e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 89371 members 
Entering Unmasked Estep 
Score: -19376290.000000 Penalty: 5918.499023
	Iteration 10Q: 3 clusters Score -1.937629e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 90693 members 
Entering Unmasked Estep 
Score: -19377390.000000 Penalty: 5918.499023
	Iteration 11Q: 3 clusters Score -1.937739e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 92115 members 
Entering Unmasked Estep 
Score: -19377806.000000 Penalty: 5918.499023
	Iteration 12Q: 3 clusters Score -1.937781e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 93608 members 
Entering Unmasked Estep 
Score: -19378224.000000 Penalty: 5918.499023
	Iteration 13Q: 3 clusters Score -1.937822e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -19378736.000000 Penalty: 5918.499023
	Iteration 14Q: 3 clusters Score -1.937874e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -19379274.000000 Penalty: 5918.499023
	Iteration 15Q: 3 clusters Score -1.937927e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 98782 members 
Entering Unmasked Estep 
Score: -19379910.000000 Penalty: 5918.499023
	Iteration 16Q: 3 clusters Score -1.937991e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 100709 members 
Entering Unmasked Estep 
Score: -19380584.000000 Penalty: 5918.499023
	Iteration 17Q: 3 clusters Score -1.938058e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 102754 members 
Entering Unmasked Estep 
Score: -19381184.000000 Penalty: 5918.499023
	Iteration 18Q: 3 clusters Score -1.938118e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 104819 members 
Entering Unmasked Estep 
Score: -19381770.000000 Penalty: 5918.499023
	Iteration 19Q: 3 clusters Score -1.938177e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 106869 members 
Entering Unmasked Estep 
Score: -19382434.000000 Penalty: 5918.499023
	Iteration 20F: 3 clusters Score -1.938243e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 108969 members 
Entering Unmasked Estep 
Score: -19382984.000000 Penalty: 5918.499023
	Iteration 21Q: 3 clusters Score -1.938298e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 111088 members 
Entering Unmasked Estep 
Score: -19383464.000000 Penalty: 5918.499023
	Iteration 22Q: 3 clusters Score -1.938346e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 113211 members 
Entering Unmasked Estep 
Score: -19384180.000000 Penalty: 5918.499023
	Iteration 23Q: 3 clusters Score -1.938418e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 115328 members 
Entering Unmasked Estep 
Score: -19384796.000000 Penalty: 5918.499023
	Iteration 24Q: 3 clusters Score -1.93848e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 117478 members 
Entering Unmasked Estep 
Score: -19385458.000000 Penalty: 5918.499023
	Iteration 25Q: 3 clusters Score -1.938546e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 119557 members 
Entering Unmasked Estep 
Score: -19386074.000000 Penalty: 5918.499023
	Iteration 26Q: 3 clusters Score -1.938607e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 121575 members 
Entering Unmasked Estep 
Score: -19386620.000000 Penalty: 5918.499023
	Iteration 27Q: 3 clusters Score -1.938662e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 123606 members 
Entering Unmasked Estep 
Score: -19387214.000000 Penalty: 5918.499023
	Iteration 28Q: 3 clusters Score -1.938721e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 125643 members 
Entering Unmasked Estep 
Score: -19387798.000000 Penalty: 5918.499023
	Iteration 29Q: 3 clusters Score -1.93878e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 127618 members 
Entering Unmasked Estep 
Score: -19388158.000000 Penalty: 5918.499023
	Iteration 30Q: 3 clusters Score -1.938816e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 129570 members 
Entering Unmasked Estep 
Score: -19388854.000000 Penalty: 5918.499023
	Iteration 31Q: 3 clusters Score -1.938885e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 131494 members 
Entering Unmasked Estep 
Score: -19389244.000000 Penalty: 5918.499023
	Iteration 32Q: 3 clusters Score -1.938924e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 133319 members 
Entering Unmasked Estep 
Score: -19389842.000000 Penalty: 5918.499023
	Iteration 33Q: 3 clusters Score -1.938984e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 135096 members 
Entering Unmasked Estep 
Score: -19390424.000000 Penalty: 5918.499023
	Iteration 34Q: 3 clusters Score -1.939042e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 136783 members 
Entering Unmasked Estep 
Score: -19390932.000000 Penalty: 5918.499023
	Iteration 35Q: 3 clusters Score -1.939093e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 138332 members 
Entering Unmasked Estep 
Score: -19391422.000000 Penalty: 5918.499023
	Iteration 36Q: 3 clusters Score -1.939142e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 139752 members 
Entering Unmasked Estep 
Score: -19391738.000000 Penalty: 5918.499023
	Iteration 37Q: 3 clusters Score -1.939174e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 141069 members 
Entering Unmasked Estep 
Score: -19391980.000000 Penalty: 5918.499023
	Iteration 38Q: 3 clusters Score -1.939198e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 142250 members 
Entering Unmasked Estep 
Score: -19392326.000000 Penalty: 5918.499023
	Iteration 39Q: 3 clusters Score -1.939233e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 143281 members 
Entering Unmasked Estep 
Score: -19392482.000000 Penalty: 5918.499023
	Iteration 40F: 3 clusters Score -1.939248e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 144228 members 
Entering Unmasked Estep 
Score: -19392534.000000 Penalty: 5918.499023
	Iteration 41Q: 3 clusters Score -1.939253e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 145051 members 
Entering Unmasked Estep 
Score: -19392768.000000 Penalty: 5918.499023
	Iteration 42Q: 3 clusters Score -1.939277e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 145799 members 
Entering Unmasked Estep 
Score: -19392922.000000 Penalty: 5918.499023
	Iteration 43Q: 3 clusters Score -1.939292e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 146444 members 
Entering Unmasked Estep 
Score: -19393026.000000 Penalty: 5918.499023
	Iteration 44Q: 3 clusters Score -1.939303e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 146981 members 
Entering Unmasked Estep 
Score: -19393078.000000 Penalty: 5918.499023
	Iteration 45Q: 3 clusters Score -1.939308e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 147437 members 
Entering Unmasked Estep 
Score: -19393158.000000 Penalty: 5918.499023
	Iteration 46Q: 3 clusters Score -1.939316e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 147819 members 
Entering Unmasked Estep 
Score: -19393230.000000 Penalty: 5918.499023
	Iteration 47Q: 3 clusters Score -1.939323e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 148158 members 
Entering Unmasked Estep 
Score: -19393276.000000 Penalty: 5918.499023
	Iteration 48Q: 3 clusters Score -1.939328e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 148447 members 
Entering Unmasked Estep 
Score: -19393316.000000 Penalty: 5918.499023
	Iteration 49Q: 3 clusters Score -1.939332e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 148687 members 
Entering Unmasked Estep 
Score: -19393306.000000 Penalty: 5918.499023
	Iteration 50Q: 3 clusters Score -1.939331e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 148896 members 
Entering Unmasked Estep 
Score: -19393310.000000 Penalty: 5918.499023
	Iteration 51Q: 3 clusters Score -1.939331e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 149107 members 
Entering Unmasked Estep 
Score: -19393354.000000 Penalty: 5918.499023
	Iteration 52Q: 3 clusters Score -1.939335e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 149266 members 
Entering Unmasked Estep 
Score: -19393328.000000 Penalty: 5918.499023
	Iteration 53Q: 3 clusters Score -1.939333e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 149392 members 
Entering Unmasked Estep 
Score: -19393342.000000 Penalty: 5918.499023
	Iteration 54Q: 3 clusters Score -1.939334e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 149497 members 
Entering Unmasked Estep 
Score: -19393356.000000 Penalty: 5918.499023
	Iteration 55Q: 3 clusters Score -1.939336e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 149601 members 
Entering Unmasked Estep 
Score: -19393374.000000 Penalty: 5918.499023
	Iteration 56Q: 3 clusters Score -1.939337e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 149699 members 
Entering Unmasked Estep 
Score: -19393380.000000 Penalty: 5918.499023
	Iteration 57Q: 3 clusters Score -1.939338e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 149766 members 
Entering Unmasked Estep 
Score: -19393380.000000 Penalty: 5918.499023
	Iteration 58Q: 3 clusters Score -1.939338e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 149819 members 
Entering Unmasked Estep 
Score: -19393394.000000 Penalty: 5918.499023
	Iteration 59Q: 3 clusters Score -1.939339e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 149854 members 
Entering Unmasked Estep 
Score: -19393394.000000 Penalty: 5918.499023
	Iteration 60F: 3 clusters Score -1.939339e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 149899 members 
Entering Unmasked Estep 
Score: -19393366.000000 Penalty: 5918.499023
	Iteration 61Q: 3 clusters Score -1.939337e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 149940 members 
Entering Unmasked Estep 
Score: -19393366.000000 Penalty: 5918.499023
	Iteration 62Q: 3 clusters Score -1.939337e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 149976 members 
Entering Unmasked Estep 
Score: -19393364.000000 Penalty: 5918.499023
	Iteration 63Q: 3 clusters Score -1.939336e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 150012 members 
Entering Unmasked Estep 
Score: -19393346.000000 Penalty: 5918.499023
	Iteration 64Q: 3 clusters Score -1.939335e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 150050 members 
Entering Unmasked Estep 
Score: -19393360.000000 Penalty: 5918.499023
	Iteration 65Q: 3 clusters Score -1.939336e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 150080 members 
Entering Unmasked Estep 
Score: -19393324.000000 Penalty: 5918.499023
	Iteration 66Q: 3 clusters Score -1.939332e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 150103 members 
Entering Unmasked Estep 
Score: -19393308.000000 Penalty: 5918.499023
	Iteration 67Q: 3 clusters Score -1.939331e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 150121 members 
Entering Unmasked Estep 
Score: -19393314.000000 Penalty: 5918.499023
	Iteration 68Q: 3 clusters Score -1.939331e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 150141 members 
Entering Unmasked Estep 
Score: -19393326.000000 Penalty: 5918.499023
	Iteration 69Q: 3 clusters Score -1.939333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 150155 members 
Entering Unmasked Estep 
Score: -19393340.000000 Penalty: 5918.499023
	Iteration 70Q: 3 clusters Score -1.939334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 150167 members 
Entering Unmasked Estep 
Score: -19393338.000000 Penalty: 5918.499023
	Iteration 71Q: 3 clusters Score -1.939334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 150178 members 
Entering Unmasked Estep 
Score: -19393334.000000 Penalty: 5918.499023
	Iteration 72Q: 3 clusters Score -1.939333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 150186 members 
Entering Unmasked Estep 
Score: -19393328.000000 Penalty: 5918.499023
	Iteration 73Q: 3 clusters Score -1.939333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 150192 members 
Entering Unmasked Estep 
Score: -19393346.000000 Penalty: 5918.499023
	Iteration 74Q: 3 clusters Score -1.939335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 150206 members 
Entering Unmasked Estep 
Score: -19393352.000000 Penalty: 5918.499023
	Iteration 75Q: 3 clusters Score -1.939335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 150212 members 
Entering Unmasked Estep 
Score: -19393342.000000 Penalty: 5918.499023
	Iteration 76Q: 3 clusters Score -1.939334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 150217 members 
Entering Unmasked Estep 
Score: -19393334.000000 Penalty: 5918.499023
	Iteration 77Q: 3 clusters Score -1.939333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 150221 members 
Entering Unmasked Estep 
Score: -19393330.000000 Penalty: 5918.499023
	Iteration 78Q: 3 clusters Score -1.939333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 150224 members 
Entering Unmasked Estep 
Score: -19393326.000000 Penalty: 5918.499023
	Iteration 79Q: 3 clusters Score -1.939333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 150232 members 
Entering Unmasked Estep 
Score: -19393328.000000 Penalty: 5918.499023
	Iteration 80F: 3 clusters Score -1.939333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 150235 members 
Entering Unmasked Estep 
Score: -19393326.000000 Penalty: 5918.499023
	Iteration 81Q: 3 clusters Score -1.939333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 150236 members 
Entering Unmasked Estep 
Score: -19393326.000000 Penalty: 5918.499023
	Iteration 82Q: 3 clusters Score -1.939333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 150237 members 
Entering Unmasked Estep 
Score: -19393332.000000 Penalty: 5918.499023
	Iteration 83Q: 3 clusters Score -1.939333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 150237 members 
Entering Unmasked Estep 
Score: -19393332.000000 Penalty: 5918.499023
	Iteration 84F: 3 clusters Score -1.939333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (81960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81960 members 
Entering Unmasked Estep 
Score: -10379140.000000 Penalty: 2805.868652
	Iteration 0F: 2 clusters Score -1.037914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -10324317.000000 Penalty: 5611.737305
	Iteration 0F: 3 clusters Score -1.032432e+07 nChanged 38539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -10346013.000000 Penalty: 5611.737305
	Iteration 1F: 3 clusters Score -1.034601e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -10346866.000000 Penalty: 5611.737305
	Iteration 2Q: 3 clusters Score -1.034687e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -10347749.000000 Penalty: 5611.737305
	Iteration 3Q: 3 clusters Score -1.034775e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -10348760.000000 Penalty: 5611.737305
	Iteration 4Q: 3 clusters Score -1.034876e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -10350193.000000 Penalty: 5611.737305
	Iteration 5Q: 3 clusters Score -1.035019e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -10351944.000000 Penalty: 5611.737305
	Iteration 6Q: 3 clusters Score -1.035194e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -10353831.000000 Penalty: 5611.737305
	Iteration 7Q: 3 clusters Score -1.035383e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -10355912.000000 Penalty: 5611.737305
	Iteration 8Q: 3 clusters Score -1.035591e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -10358513.000000 Penalty: 5611.737305
	Iteration 9F: 3 clusters Score -1.035851e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -10361587.000000 Penalty: 5611.737305
	Iteration 10F: 3 clusters Score -1.036159e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -10364794.000000 Penalty: 5611.737305
	Iteration 11F: 3 clusters Score -1.036479e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -10367666.000000 Penalty: 5611.737305
	Iteration 12Q: 3 clusters Score -1.036767e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 69901 members 
Entering Unmasked Estep 
Score: -10369896.000000 Penalty: 5611.737305
	Iteration 13Q: 3 clusters Score -1.03699e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 72199 members 
Entering Unmasked Estep 
Score: -10371524.000000 Penalty: 5611.737305
	Iteration 14Q: 3 clusters Score -1.037152e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 74104 members 
Entering Unmasked Estep 
Score: -10372815.000000 Penalty: 5611.737305
	Iteration 15Q: 3 clusters Score -1.037282e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -10373893.000000 Penalty: 5611.737305
	Iteration 16Q: 3 clusters Score -1.037389e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -10374724.000000 Penalty: 5611.737305
	Iteration 17Q: 3 clusters Score -1.037472e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 78127 members 
Entering Unmasked Estep 
Score: -10375486.000000 Penalty: 5611.737305
	Iteration 18Q: 3 clusters Score -1.037549e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 78962 members 
Entering Unmasked Estep 
Score: -10376073.000000 Penalty: 5611.737305
	Iteration 19Q: 3 clusters Score -1.037607e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 79575 members 
Entering Unmasked Estep 
Score: -10376463.000000 Penalty: 5611.737305
	Iteration 20F: 3 clusters Score -1.037646e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
Score: -10376790.000000 Penalty: 5611.737305
	Iteration 21Q: 3 clusters Score -1.037679e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -10377017.000000 Penalty: 5611.737305
	Iteration 22Q: 3 clusters Score -1.037702e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 80474 members 
Entering Unmasked Estep 
Score: -10377212.000000 Penalty: 5611.737305
	Iteration 23Q: 3 clusters Score -1.037721e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -10377382.000000 Penalty: 5611.737305
	Iteration 24Q: 3 clusters Score -1.037738e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -10377471.000000 Penalty: 5611.737305
	Iteration 25Q: 3 clusters Score -1.037747e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 80728 members 
Entering Unmasked Estep 
Score: -10377562.000000 Penalty: 5611.737305
	Iteration 26Q: 3 clusters Score -1.037756e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 80785 members 
Entering Unmasked Estep 
Score: -10377639.000000 Penalty: 5611.737305
	Iteration 27Q: 3 clusters Score -1.037764e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 80814 members 
Entering Unmasked Estep 
Score: -10377683.000000 Penalty: 5611.737305
	Iteration 28Q: 3 clusters Score -1.037768e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 80827 members 
Entering Unmasked Estep 
Score: -10377683.000000 Penalty: 5611.737305
	Iteration 29Q: 3 clusters Score -1.037768e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 80846 members 
Entering Unmasked Estep 
Score: -10377709.000000 Penalty: 5611.737305
	Iteration 30Q: 3 clusters Score -1.037771e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 80862 members 
Entering Unmasked Estep 
Score: -10377738.000000 Penalty: 5611.737305
	Iteration 31Q: 3 clusters Score -1.037774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -10377719.000000 Penalty: 5611.737305
	Iteration 32Q: 3 clusters Score -1.037772e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 80892 members 
Entering Unmasked Estep 
Score: -10377708.000000 Penalty: 5611.737305
	Iteration 33Q: 3 clusters Score -1.037771e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 80901 members 
Entering Unmasked Estep 
Score: -10377726.000000 Penalty: 5611.737305
	Iteration 34Q: 3 clusters Score -1.037773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -10377724.000000 Penalty: 5611.737305
	Iteration 35Q: 3 clusters Score -1.037772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 80909 members 
Entering Unmasked Estep 
Score: -10377730.000000 Penalty: 5611.737305
	Iteration 36Q: 3 clusters Score -1.037773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 80911 members 
Entering Unmasked Estep 
Score: -10377728.000000 Penalty: 5611.737305
	Iteration 37Q: 3 clusters Score -1.037773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 80914 members 
Entering Unmasked Estep 
Score: -10377726.000000 Penalty: 5611.737305
	Iteration 38Q: 3 clusters Score -1.037773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 80914 members 
Entering Unmasked Estep 
Score: -10377729.000000 Penalty: 5611.737305
	Iteration 39F: 3 clusters Score -1.037773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -10377733.000000 Penalty: 5611.737305
	Iteration 40F: 3 clusters Score -1.037773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 80910 members 
Entering Unmasked Estep 
Score: -10377743.000000 Penalty: 5611.737305
	Iteration 41Q: 3 clusters Score -1.037774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 80909 members 
Entering Unmasked Estep 
Score: -10377750.000000 Penalty: 5611.737305
	Iteration 42Q: 3 clusters Score -1.037775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -10377737.000000 Penalty: 5611.737305
	Iteration 43Q: 3 clusters Score -1.037774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -10377735.000000 Penalty: 5611.737305
	Iteration 44Q: 3 clusters Score -1.037774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -10377738.000000 Penalty: 5611.737305
	Iteration 45Q: 3 clusters Score -1.037774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 80909 members 
Entering Unmasked Estep 
Score: -10377744.000000 Penalty: 5611.737305
	Iteration 46Q: 3 clusters Score -1.037774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 80910 members 
Entering Unmasked Estep 
Score: -10377741.000000 Penalty: 5611.737305
	Iteration 47Q: 3 clusters Score -1.037774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 80910 members 
Entering Unmasked Estep 
Score: -10377741.000000 Penalty: 5611.737305
	Iteration 48F: 3 clusters Score -1.037774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87903 members 
Entering Unmasked Estep 
Score: -11293308.000000 Penalty: 2823.229248
	Iteration 0F: 2 clusters Score -1.129331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -11234757.000000 Penalty: 5646.458496
	Iteration 0F: 3 clusters Score -1.123476e+07 nChanged 41430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -11258595.000000 Penalty: 5646.458496
	Iteration 1F: 3 clusters Score -1.12586e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -11259640.000000 Penalty: 5646.458496
	Iteration 2Q: 3 clusters Score -1.125964e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -11261258.000000 Penalty: 5646.458496
	Iteration 3Q: 3 clusters Score -1.126126e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -11264197.000000 Penalty: 5646.458496
	Iteration 4F: 3 clusters Score -1.12642e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -11269250.000000 Penalty: 5646.458496
	Iteration 5F: 3 clusters Score -1.126925e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
Score: -11276271.000000 Penalty: 5646.458496
	Iteration 6F: 3 clusters Score -1.127627e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 80245 members 
Entering Unmasked Estep 
Score: -11283529.000000 Penalty: 5646.458496
	Iteration 7F: 3 clusters Score -1.128353e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 84877 members 
Entering Unmasked Estep 
Score: -11288142.000000 Penalty: 5646.458496
	Iteration 8F: 3 clusters Score -1.128814e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 86817 members 
Entering Unmasked Estep 
Score: -11289968.000000 Penalty: 5646.458496
	Iteration 9Q: 3 clusters Score -1.128997e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -11290607.000000 Penalty: 5646.458496
	Iteration 10Q: 3 clusters Score -1.129061e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -11290858.000000 Penalty: 5646.458496
	Iteration 11Q: 3 clusters Score -1.129086e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -11290985.000000 Penalty: 5646.458496
	Iteration 12Q: 3 clusters Score -1.129098e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 87583 members 
Entering Unmasked Estep 
Score: -11291058.000000 Penalty: 5646.458496
	Iteration 13Q: 3 clusters Score -1.129106e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -11291110.000000 Penalty: 5646.458496
	Iteration 14Q: 3 clusters Score -1.129111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 87592 members 
Entering Unmasked Estep 
Score: -11291132.000000 Penalty: 5646.458496
	Iteration 15Q: 3 clusters Score -1.129113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 87590 members 
Entering Unmasked Estep 
Score: -11291155.000000 Penalty: 5646.458496
	Iteration 16Q: 3 clusters Score -1.129116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 87590 members 
Entering Unmasked Estep 
Score: -11291164.000000 Penalty: 5646.458496
	Iteration 17Q: 3 clusters Score -1.129116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 87590 members 
Entering Unmasked Estep 
Score: -11291167.000000 Penalty: 5646.458496
	Iteration 18Q: 3 clusters Score -1.129117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -11291179.000000 Penalty: 5646.458496
	Iteration 19Q: 3 clusters Score -1.129118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 87586 members 
Entering Unmasked Estep 
Score: -11291183.000000 Penalty: 5646.458496
	Iteration 20F: 3 clusters Score -1.129118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 87583 members 
Entering Unmasked Estep 
Score: -11291188.000000 Penalty: 5646.458496
	Iteration 21Q: 3 clusters Score -1.129119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 87583 members 
Entering Unmasked Estep 
Score: -11291182.000000 Penalty: 5646.458496
	Iteration 22Q: 3 clusters Score -1.129118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 87585 members 
Entering Unmasked Estep 
Score: -11291194.000000 Penalty: 5646.458496
	Iteration 23Q: 3 clusters Score -1.129119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 87588 members 
Entering Unmasked Estep 
Score: -11291194.000000 Penalty: 5646.458496
	Iteration 24Q: 3 clusters Score -1.129119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 87590 members 
Entering Unmasked Estep 
Score: -11291205.000000 Penalty: 5646.458496
	Iteration 25Q: 3 clusters Score -1.12912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -11291206.000000 Penalty: 5646.458496
	Iteration 26Q: 3 clusters Score -1.129121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -11291204.000000 Penalty: 5646.458496
	Iteration 27Q: 3 clusters Score -1.12912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -11291204.000000 Penalty: 5646.458496
	Iteration 28F: 3 clusters Score -1.12912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (166719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166719 members 
Entering Unmasked Estep 
Score: -21217196.000000 Penalty: 2981.968018
	Iteration 0F: 2 clusters Score -2.12172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83273 members 
Mstep: Class 2 contains 83446 members 
Entering Unmasked Estep 
Score: -21108346.000000 Penalty: 5963.936035
	Iteration 0F: 3 clusters Score -2.110835e+07 nChanged 79982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
Score: -21155274.000000 Penalty: 5963.936035
	Iteration 1F: 3 clusters Score -2.115527e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80978 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
Score: -21156394.000000 Penalty: 5963.936035
	Iteration 2Q: 3 clusters Score -2.115639e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79079 members 
Mstep: Class 2 contains 87640 members 
Entering Unmasked Estep 
Score: -21157724.000000 Penalty: 5963.936035
	Iteration 3Q: 3 clusters Score -2.115772e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 90611 members 
Entering Unmasked Estep 
Score: -21159650.000000 Penalty: 5963.936035
	Iteration 4Q: 3 clusters Score -2.115965e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71657 members 
Mstep: Class 2 contains 95062 members 
Entering Unmasked Estep 
Score: -21163144.000000 Penalty: 5963.936035
	Iteration 5Q: 3 clusters Score -2.116314e+07 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 101353 members 
Entering Unmasked Estep 
Score: -21168682.000000 Penalty: 5963.936035
	Iteration 6F: 3 clusters Score -2.116868e+07 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57418 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
Score: -21177112.000000 Penalty: 5963.936035
	Iteration 7F: 3 clusters Score -2.117711e+07 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 117685 members 
Entering Unmasked Estep 
Score: -21187042.000000 Penalty: 5963.936035
	Iteration 8F: 3 clusters Score -2.118704e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 124531 members 
Entering Unmasked Estep 
Score: -21195892.000000 Penalty: 5963.936035
	Iteration 9F: 3 clusters Score -2.119589e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 129142 members 
Entering Unmasked Estep 
Score: -21201244.000000 Penalty: 5963.936035
	Iteration 10Q: 3 clusters Score -2.120124e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 132442 members 
Entering Unmasked Estep 
Score: -21203882.000000 Penalty: 5963.936035
	Iteration 11Q: 3 clusters Score -2.120388e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 135368 members 
Entering Unmasked Estep 
Score: -21205788.000000 Penalty: 5963.936035
	Iteration 12Q: 3 clusters Score -2.120579e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 138082 members 
Entering Unmasked Estep 
Score: -21207162.000000 Penalty: 5963.936035
	Iteration 13Q: 3 clusters Score -2.120716e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 140622 members 
Entering Unmasked Estep 
Score: -21208590.000000 Penalty: 5963.936035
	Iteration 14Q: 3 clusters Score -2.120859e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 142903 members 
Entering Unmasked Estep 
Score: -21209688.000000 Penalty: 5963.936035
	Iteration 15Q: 3 clusters Score -2.120969e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 144963 members 
Entering Unmasked Estep 
Score: -21210700.000000 Penalty: 5963.936035
	Iteration 16Q: 3 clusters Score -2.12107e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 146944 members 
Entering Unmasked Estep 
Score: -21211686.000000 Penalty: 5963.936035
	Iteration 17Q: 3 clusters Score -2.121169e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 148937 members 
Entering Unmasked Estep 
Score: -21212588.000000 Penalty: 5963.936035
	Iteration 18Q: 3 clusters Score -2.121259e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 150832 members 
Entering Unmasked Estep 
Score: -21213462.000000 Penalty: 5963.936035
	Iteration 19Q: 3 clusters Score -2.121346e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 152697 members 
Entering Unmasked Estep 
Score: -21214104.000000 Penalty: 5963.936035
	Iteration 20F: 3 clusters Score -2.12141e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 154516 members 
Entering Unmasked Estep 
Score: -21214536.000000 Penalty: 5963.936035
	Iteration 21Q: 3 clusters Score -2.121454e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 156141 members 
Entering Unmasked Estep 
Score: -21214970.000000 Penalty: 5963.936035
	Iteration 22Q: 3 clusters Score -2.121497e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 157623 members 
Entering Unmasked Estep 
Score: -21215294.000000 Penalty: 5963.936035
	Iteration 23Q: 3 clusters Score -2.121529e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 158941 members 
Entering Unmasked Estep 
Score: -21215642.000000 Penalty: 5963.936035
	Iteration 24Q: 3 clusters Score -2.121564e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 160087 members 
Entering Unmasked Estep 
Score: -21215792.000000 Penalty: 5963.936035
	Iteration 25Q: 3 clusters Score -2.121579e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 161057 members 
Entering Unmasked Estep 
Score: -21215970.000000 Penalty: 5963.936035
	Iteration 26Q: 3 clusters Score -2.121597e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 161889 members 
Entering Unmasked Estep 
Score: -21216040.000000 Penalty: 5963.936035
	Iteration 27Q: 3 clusters Score -2.121604e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 162526 members 
Entering Unmasked Estep 
Score: -21216032.000000 Penalty: 5963.936035
	Iteration 28Q: 3 clusters Score -2.121603e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 163036 members 
Entering Unmasked Estep 
Score: -21216028.000000 Penalty: 5963.936035
	Iteration 29Q: 3 clusters Score -2.121603e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 163443 members 
Entering Unmasked Estep 
Score: -21216022.000000 Penalty: 5963.936035
	Iteration 30Q: 3 clusters Score -2.121602e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 163786 members 
Entering Unmasked Estep 
Score: -21216014.000000 Penalty: 5963.936035
	Iteration 31Q: 3 clusters Score -2.121601e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 164051 members 
Entering Unmasked Estep 
Score: -21215998.000000 Penalty: 5963.936035
	Iteration 32Q: 3 clusters Score -2.1216e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 164253 members 
Entering Unmasked Estep 
Score: -21215942.000000 Penalty: 5963.936035
	Iteration 33Q: 3 clusters Score -2.121594e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 164405 members 
Entering Unmasked Estep 
Score: -21215886.000000 Penalty: 5963.936035
	Iteration 34Q: 3 clusters Score -2.121589e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 164531 members 
Entering Unmasked Estep 
Score: -21215906.000000 Penalty: 5963.936035
	Iteration 35Q: 3 clusters Score -2.121591e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 164628 members 
Entering Unmasked Estep 
Score: -21215896.000000 Penalty: 5963.936035
	Iteration 36Q: 3 clusters Score -2.12159e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 164707 members 
Entering Unmasked Estep 
Score: -21215882.000000 Penalty: 5963.936035
	Iteration 37Q: 3 clusters Score -2.121588e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 164769 members 
Entering Unmasked Estep 
Score: -21215808.000000 Penalty: 5963.936035
	Iteration 38Q: 3 clusters Score -2.121581e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 164817 members 
Entering Unmasked Estep 
Score: -21215828.000000 Penalty: 5963.936035
	Iteration 39Q: 3 clusters Score -2.121583e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 164861 members 
Entering Unmasked Estep 
Score: -21215832.000000 Penalty: 5963.936035
	Iteration 40F: 3 clusters Score -2.121583e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 164896 members 
Entering Unmasked Estep 
Score: -21215804.000000 Penalty: 5963.936035
	Iteration 41Q: 3 clusters Score -2.12158e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 164924 members 
Entering Unmasked Estep 
Score: -21215782.000000 Penalty: 5963.936035
	Iteration 42Q: 3 clusters Score -2.121578e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 164946 members 
Entering Unmasked Estep 
Score: -21215768.000000 Penalty: 5963.936035
	Iteration 43Q: 3 clusters Score -2.121577e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 164967 members 
Entering Unmasked Estep 
Score: -21215762.000000 Penalty: 5963.936035
	Iteration 44Q: 3 clusters Score -2.121576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 164988 members 
Entering Unmasked Estep 
Score: -21215740.000000 Penalty: 5963.936035
	Iteration 45Q: 3 clusters Score -2.121574e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 165013 members 
Entering Unmasked Estep 
Score: -21215760.000000 Penalty: 5963.936035
	Iteration 46Q: 3 clusters Score -2.121576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 165034 members 
Entering Unmasked Estep 
Score: -21215758.000000 Penalty: 5963.936035
	Iteration 47Q: 3 clusters Score -2.121576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 165055 members 
Entering Unmasked Estep 
Score: -21215742.000000 Penalty: 5963.936035
	Iteration 48Q: 3 clusters Score -2.121574e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 165079 members 
Entering Unmasked Estep 
Score: -21215708.000000 Penalty: 5963.936035
	Iteration 49Q: 3 clusters Score -2.121571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 165098 members 
Entering Unmasked Estep 
Score: -21215708.000000 Penalty: 5963.936035
	Iteration 50Q: 3 clusters Score -2.121571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 165115 members 
Entering Unmasked Estep 
Score: -21215694.000000 Penalty: 5963.936035
	Iteration 51Q: 3 clusters Score -2.121569e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 165135 members 
Entering Unmasked Estep 
Score: -21215706.000000 Penalty: 5963.936035
	Iteration 52Q: 3 clusters Score -2.121571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 165151 members 
Entering Unmasked Estep 
Score: -21215698.000000 Penalty: 5963.936035
	Iteration 53Q: 3 clusters Score -2.12157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 165156 members 
Entering Unmasked Estep 
Score: -21215682.000000 Penalty: 5963.936035
	Iteration 54Q: 3 clusters Score -2.121568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 165160 members 
Entering Unmasked Estep 
Score: -21215694.000000 Penalty: 5963.936035
	Iteration 55Q: 3 clusters Score -2.121569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 165164 members 
Entering Unmasked Estep 
Score: -21215688.000000 Penalty: 5963.936035
	Iteration 56Q: 3 clusters Score -2.121569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 165166 members 
Entering Unmasked Estep 
Score: -21215678.000000 Penalty: 5963.936035
	Iteration 57Q: 3 clusters Score -2.121568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 165169 members 
Entering Unmasked Estep 
Score: -21215684.000000 Penalty: 5963.936035
	Iteration 58Q: 3 clusters Score -2.121568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 165177 members 
Entering Unmasked Estep 
Score: -21215690.000000 Penalty: 5963.936035
	Iteration 59Q: 3 clusters Score -2.121569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 165180 members 
Entering Unmasked Estep 
Score: -21215704.000000 Penalty: 5963.936035
	Iteration 60F: 3 clusters Score -2.12157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 165187 members 
Entering Unmasked Estep 
Score: -21215692.000000 Penalty: 5963.936035
	Iteration 61Q: 3 clusters Score -2.121569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 165193 members 
Entering Unmasked Estep 
Score: -21215696.000000 Penalty: 5963.936035
	Iteration 62Q: 3 clusters Score -2.12157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 165198 members 
Entering Unmasked Estep 
Score: -21215698.000000 Penalty: 5963.936035
	Iteration 63Q: 3 clusters Score -2.12157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 165206 members 
Entering Unmasked Estep 
Score: -21215694.000000 Penalty: 5963.936035
	Iteration 64Q: 3 clusters Score -2.121569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 165210 members 
Entering Unmasked Estep 
Score: -21215704.000000 Penalty: 5963.936035
	Iteration 65Q: 3 clusters Score -2.12157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 165214 members 
Entering Unmasked Estep 
Score: -21215714.000000 Penalty: 5963.936035
	Iteration 66Q: 3 clusters Score -2.121571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 165214 members 
Entering Unmasked Estep 
Score: -21215714.000000 Penalty: 5963.936035
	Iteration 67F: 3 clusters Score -2.121571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Entering Unmasked Estep 
Score: -10023944.000000 Penalty: 2792.554688
	Iteration 0F: 2 clusters Score -1.002394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -9971977.000000 Penalty: 5585.109375
	Iteration 0F: 3 clusters Score -9971977 nChanged 36452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -9992400.000000 Penalty: 5585.109375
	Iteration 1F: 3 clusters Score -9992400 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -9993012.000000 Penalty: 5585.109375
	Iteration 2Q: 3 clusters Score -9993012 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -9993616.000000 Penalty: 5585.109375
	Iteration 3Q: 3 clusters Score -9993616 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -9994189.000000 Penalty: 5585.109375
	Iteration 4Q: 3 clusters Score -9994189 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -9994854.000000 Penalty: 5585.109375
	Iteration 5Q: 3 clusters Score -9994854 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -9995565.000000 Penalty: 5585.109375
	Iteration 6Q: 3 clusters Score -9995565 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -9996431.000000 Penalty: 5585.109375
	Iteration 7Q: 3 clusters Score -9996431 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -9997819.000000 Penalty: 5585.109375
	Iteration 8Q: 3 clusters Score -9997819 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -9999763.000000 Penalty: 5585.109375
	Iteration 9Q: 3 clusters Score -9999763 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -10002460.000000 Penalty: 5585.109375
	Iteration 10F: 3 clusters Score -1.000246e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -10005864.000000 Penalty: 5585.109375
	Iteration 11F: 3 clusters Score -1.000586e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -10008669.000000 Penalty: 5585.109375
	Iteration 12F: 3 clusters Score -1.000867e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -10010008.000000 Penalty: 5585.109375
	Iteration 13Q: 3 clusters Score -1.001001e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -10010675.000000 Penalty: 5585.109375
	Iteration 14Q: 3 clusters Score -1.001068e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -10011053.000000 Penalty: 5585.109375
	Iteration 15Q: 3 clusters Score -1.001105e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -10011329.000000 Penalty: 5585.109375
	Iteration 16Q: 3 clusters Score -1.001133e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -10011679.000000 Penalty: 5585.109375
	Iteration 17Q: 3 clusters Score -1.001168e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -10012008.000000 Penalty: 5585.109375
	Iteration 18Q: 3 clusters Score -1.001201e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -10012381.000000 Penalty: 5585.109375
	Iteration 19Q: 3 clusters Score -1.001238e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -10012647.000000 Penalty: 5585.109375
	Iteration 20F: 3 clusters Score -1.001265e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -10012973.000000 Penalty: 5585.109375
	Iteration 21Q: 3 clusters Score -1.001297e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -10013247.000000 Penalty: 5585.109375
	Iteration 22Q: 3 clusters Score -1.001325e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -10013606.000000 Penalty: 5585.109375
	Iteration 23Q: 3 clusters Score -1.001361e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -10013921.000000 Penalty: 5585.109375
	Iteration 24Q: 3 clusters Score -1.001392e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -10014147.000000 Penalty: 5585.109375
	Iteration 25Q: 3 clusters Score -1.001415e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -10014446.000000 Penalty: 5585.109375
	Iteration 26Q: 3 clusters Score -1.001445e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -10014774.000000 Penalty: 5585.109375
	Iteration 27Q: 3 clusters Score -1.001477e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -10015056.000000 Penalty: 5585.109375
	Iteration 28Q: 3 clusters Score -1.001506e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -10015294.000000 Penalty: 5585.109375
	Iteration 29Q: 3 clusters Score -1.001529e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58094 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -10015576.000000 Penalty: 5585.109375
	Iteration 30Q: 3 clusters Score -1.001558e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -10015807.000000 Penalty: 5585.109375
	Iteration 31Q: 3 clusters Score -1.001581e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -10015962.000000 Penalty: 5585.109375
	Iteration 32Q: 3 clusters Score -1.001596e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -10016187.000000 Penalty: 5585.109375
	Iteration 33Q: 3 clusters Score -1.001619e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60462 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -10016375.000000 Penalty: 5585.109375
	Iteration 34Q: 3 clusters Score -1.001638e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -10016599.000000 Penalty: 5585.109375
	Iteration 35Q: 3 clusters Score -1.00166e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -10016732.000000 Penalty: 5585.109375
	Iteration 36Q: 3 clusters Score -1.001673e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -10016845.000000 Penalty: 5585.109375
	Iteration 37Q: 3 clusters Score -1.001684e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -10017005.000000 Penalty: 5585.109375
	Iteration 38Q: 3 clusters Score -1.0017e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -10017202.000000 Penalty: 5585.109375
	Iteration 39Q: 3 clusters Score -1.00172e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64203 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -10017403.000000 Penalty: 5585.109375
	Iteration 40F: 3 clusters Score -1.00174e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -10017602.000000 Penalty: 5585.109375
	Iteration 41Q: 3 clusters Score -1.00176e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -10017782.000000 Penalty: 5585.109375
	Iteration 42Q: 3 clusters Score -1.001778e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66330 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -10017976.000000 Penalty: 5585.109375
	Iteration 43Q: 3 clusters Score -1.001798e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67100 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -10018252.000000 Penalty: 5585.109375
	Iteration 44Q: 3 clusters Score -1.001825e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67908 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -10018534.000000 Penalty: 5585.109375
	Iteration 45Q: 3 clusters Score -1.001853e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -10018816.000000 Penalty: 5585.109375
	Iteration 46Q: 3 clusters Score -1.001882e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -10019035.000000 Penalty: 5585.109375
	Iteration 47Q: 3 clusters Score -1.001904e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -10019308.000000 Penalty: 5585.109375
	Iteration 48Q: 3 clusters Score -1.001931e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -10019463.000000 Penalty: 5585.109375
	Iteration 49Q: 3 clusters Score -1.001946e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -10019691.000000 Penalty: 5585.109375
	Iteration 50Q: 3 clusters Score -1.001969e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71755 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -10019824.000000 Penalty: 5585.109375
	Iteration 51Q: 3 clusters Score -1.001982e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72299 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -10020020.000000 Penalty: 5585.109375
	Iteration 52Q: 3 clusters Score -1.002002e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -10020200.000000 Penalty: 5585.109375
	Iteration 53Q: 3 clusters Score -1.00202e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -10020362.000000 Penalty: 5585.109375
	Iteration 54Q: 3 clusters Score -1.002036e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73719 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -10020534.000000 Penalty: 5585.109375
	Iteration 55Q: 3 clusters Score -1.002053e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -10020634.000000 Penalty: 5585.109375
	Iteration 56Q: 3 clusters Score -1.002063e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -10020738.000000 Penalty: 5585.109375
	Iteration 57Q: 3 clusters Score -1.002074e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74686 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -10020806.000000 Penalty: 5585.109375
	Iteration 58Q: 3 clusters Score -1.002081e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74919 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -10020898.000000 Penalty: 5585.109375
	Iteration 59Q: 3 clusters Score -1.00209e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75134 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -10021012.000000 Penalty: 5585.109375
	Iteration 60F: 3 clusters Score -1.002101e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75331 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -10021092.000000 Penalty: 5585.109375
	Iteration 61Q: 3 clusters Score -1.002109e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75507 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -10021154.000000 Penalty: 5585.109375
	Iteration 62Q: 3 clusters Score -1.002115e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75649 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -10021191.000000 Penalty: 5585.109375
	Iteration 63Q: 3 clusters Score -1.002119e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75772 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -10021224.000000 Penalty: 5585.109375
	Iteration 64Q: 3 clusters Score -1.002122e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -10021276.000000 Penalty: 5585.109375
	Iteration 65Q: 3 clusters Score -1.002128e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -10021285.000000 Penalty: 5585.109375
	Iteration 66Q: 3 clusters Score -1.002128e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -10021340.000000 Penalty: 5585.109375
	Iteration 67Q: 3 clusters Score -1.002134e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76105 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -10021369.000000 Penalty: 5585.109375
	Iteration 68Q: 3 clusters Score -1.002137e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -10021404.000000 Penalty: 5585.109375
	Iteration 69Q: 3 clusters Score -1.00214e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76240 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -10021420.000000 Penalty: 5585.109375
	Iteration 70Q: 3 clusters Score -1.002142e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76287 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -10021440.000000 Penalty: 5585.109375
	Iteration 71Q: 3 clusters Score -1.002144e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -10021448.000000 Penalty: 5585.109375
	Iteration 72Q: 3 clusters Score -1.002145e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76372 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -10021477.000000 Penalty: 5585.109375
	Iteration 73Q: 3 clusters Score -1.002148e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76400 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -10021482.000000 Penalty: 5585.109375
	Iteration 74Q: 3 clusters Score -1.002148e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76431 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -10021483.000000 Penalty: 5585.109375
	Iteration 75Q: 3 clusters Score -1.002148e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76446 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -10021486.000000 Penalty: 5585.109375
	Iteration 76Q: 3 clusters Score -1.002149e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -10021501.000000 Penalty: 5585.109375
	Iteration 77Q: 3 clusters Score -1.00215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76490 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -10021508.000000 Penalty: 5585.109375
	Iteration 78Q: 3 clusters Score -1.002151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76507 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -10021513.000000 Penalty: 5585.109375
	Iteration 79Q: 3 clusters Score -1.002151e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -10021529.000000 Penalty: 5585.109375
	Iteration 80F: 3 clusters Score -1.002153e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -10021538.000000 Penalty: 5585.109375
	Iteration 81Q: 3 clusters Score -1.002154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -10021544.000000 Penalty: 5585.109375
	Iteration 82Q: 3 clusters Score -1.002154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -10021558.000000 Penalty: 5585.109375
	Iteration 83Q: 3 clusters Score -1.002156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76585 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10021563.000000 Penalty: 5585.109375
	Iteration 84Q: 3 clusters Score -1.002156e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76601 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -10021558.000000 Penalty: 5585.109375
	Iteration 85Q: 3 clusters Score -1.002156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -10021564.000000 Penalty: 5585.109375
	Iteration 86Q: 3 clusters Score -1.002156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76620 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -10021574.000000 Penalty: 5585.109375
	Iteration 87Q: 3 clusters Score -1.002157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76626 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10021588.000000 Penalty: 5585.109375
	Iteration 88Q: 3 clusters Score -1.002159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76634 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10021580.000000 Penalty: 5585.109375
	Iteration 89Q: 3 clusters Score -1.002158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76638 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -10021578.000000 Penalty: 5585.109375
	Iteration 90Q: 3 clusters Score -1.002158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10021584.000000 Penalty: 5585.109375
	Iteration 91Q: 3 clusters Score -1.002158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76656 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10021576.000000 Penalty: 5585.109375
	Iteration 92Q: 3 clusters Score -1.002158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -10021581.000000 Penalty: 5585.109375
	Iteration 93Q: 3 clusters Score -1.002158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -10021584.000000 Penalty: 5585.109375
	Iteration 94Q: 3 clusters Score -1.002158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76673 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -10021583.000000 Penalty: 5585.109375
	Iteration 95Q: 3 clusters Score -1.002158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10021583.000000 Penalty: 5585.109375
	Iteration 96Q: 3 clusters Score -1.002158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -10021596.000000 Penalty: 5585.109375
	Iteration 97Q: 3 clusters Score -1.00216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76687 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10021587.000000 Penalty: 5585.109375
	Iteration 98Q: 3 clusters Score -1.002159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76693 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10021591.000000 Penalty: 5585.109375
	Iteration 99Q: 3 clusters Score -1.002159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76699 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -10021591.000000 Penalty: 5585.109375
	Iteration 100F: 3 clusters Score -1.002159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -10021593.000000 Penalty: 5585.109375
	Iteration 101Q: 3 clusters Score -1.002159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76712 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10021598.000000 Penalty: 5585.109375
	Iteration 102Q: 3 clusters Score -1.00216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10021606.000000 Penalty: 5585.109375
	Iteration 103Q: 3 clusters Score -1.002161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -10021621.000000 Penalty: 5585.109375
	Iteration 104Q: 3 clusters Score -1.002162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76726 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10021614.000000 Penalty: 5585.109375
	Iteration 105Q: 3 clusters Score -1.002161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76728 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -10021610.000000 Penalty: 5585.109375
	Iteration 106Q: 3 clusters Score -1.002161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76734 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10021621.000000 Penalty: 5585.109375
	Iteration 107Q: 3 clusters Score -1.002162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76742 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10021622.000000 Penalty: 5585.109375
	Iteration 108Q: 3 clusters Score -1.002162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76746 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -10021617.000000 Penalty: 5585.109375
	Iteration 109Q: 3 clusters Score -1.002162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76749 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -10021620.000000 Penalty: 5585.109375
	Iteration 110Q: 3 clusters Score -1.002162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76751 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10021612.000000 Penalty: 5585.109375
	Iteration 111Q: 3 clusters Score -1.002161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76751 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10021611.000000 Penalty: 5585.109375
	Iteration 112Q: 3 clusters Score -1.002161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76750 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10021609.000000 Penalty: 5585.109375
	Iteration 113Q: 3 clusters Score -1.002161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76750 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10021609.000000 Penalty: 5585.109375
	Iteration 114F: 3 clusters Score -1.002161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Entering Unmasked Estep 
Score: -3751178.750000 Penalty: 2549.347412
	Iteration 0F: 2 clusters Score -3751179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3731253.000000 Penalty: 5098.694824
	Iteration 0F: 3 clusters Score -3731253 nChanged 13034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3738235.250000 Penalty: 5098.694824
	Iteration 1F: 3 clusters Score -3738235 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3738608.250000 Penalty: 5098.694824
	Iteration 2Q: 3 clusters Score -3738608 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3738941.000000 Penalty: 5098.694824
	Iteration 3Q: 3 clusters Score -3738941 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -3739245.750000 Penalty: 5098.694824
	Iteration 4Q: 3 clusters Score -3739246 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3739637.000000 Penalty: 5098.694824
	Iteration 5Q: 3 clusters Score -3739637 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -3740155.500000 Penalty: 5098.694824
	Iteration 6Q: 3 clusters Score -3740156 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3740863.750000 Penalty: 5098.694824
	Iteration 7Q: 3 clusters Score -3740864 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3741944.000000 Penalty: 5098.694824
	Iteration 8F: 3 clusters Score -3741944 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3743307.250000 Penalty: 5098.694824
	Iteration 9F: 3 clusters Score -3743307 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -3744867.500000 Penalty: 5098.694824
	Iteration 10F: 3 clusters Score -3744868 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -3746282.500000 Penalty: 5098.694824
	Iteration 11F: 3 clusters Score -3746282 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -3747228.750000 Penalty: 5098.694824
	Iteration 12Q: 3 clusters Score -3747229 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3747848.750000 Penalty: 5098.694824
	Iteration 13Q: 3 clusters Score -3747849 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3748215.500000 Penalty: 5098.694824
	Iteration 14Q: 3 clusters Score -3748216 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3748474.250000 Penalty: 5098.694824
	Iteration 15Q: 3 clusters Score -3748474 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3748609.500000 Penalty: 5098.694824
	Iteration 16Q: 3 clusters Score -3748610 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3748732.500000 Penalty: 5098.694824
	Iteration 17Q: 3 clusters Score -3748732 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3748813.750000 Penalty: 5098.694824
	Iteration 18Q: 3 clusters Score -3748814 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3748888.750000 Penalty: 5098.694824
	Iteration 19Q: 3 clusters Score -3748889 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3748937.000000 Penalty: 5098.694824
	Iteration 20F: 3 clusters Score -3748937 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3748979.000000 Penalty: 5098.694824
	Iteration 21Q: 3 clusters Score -3748979 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3749004.750000 Penalty: 5098.694824
	Iteration 22Q: 3 clusters Score -3749005 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3749026.000000 Penalty: 5098.694824
	Iteration 23Q: 3 clusters Score -3749026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3749035.750000 Penalty: 5098.694824
	Iteration 24Q: 3 clusters Score -3749036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3749061.250000 Penalty: 5098.694824
	Iteration 25Q: 3 clusters Score -3749061 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3749074.750000 Penalty: 5098.694824
	Iteration 26Q: 3 clusters Score -3749075 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3749093.250000 Penalty: 5098.694824
	Iteration 27Q: 3 clusters Score -3749093 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3749109.000000 Penalty: 5098.694824
	Iteration 28Q: 3 clusters Score -3749109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3749130.250000 Penalty: 5098.694824
	Iteration 29Q: 3 clusters Score -3749130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3749140.500000 Penalty: 5098.694824
	Iteration 30Q: 3 clusters Score -3749140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3749152.500000 Penalty: 5098.694824
	Iteration 31Q: 3 clusters Score -3749152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3749156.500000 Penalty: 5098.694824
	Iteration 32Q: 3 clusters Score -3749156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3749167.000000 Penalty: 5098.694824
	Iteration 33Q: 3 clusters Score -3749167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3749170.500000 Penalty: 5098.694824
	Iteration 34Q: 3 clusters Score -3749170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3749167.750000 Penalty: 5098.694824
	Iteration 35Q: 3 clusters Score -3749168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3749171.750000 Penalty: 5098.694824
	Iteration 36Q: 3 clusters Score -3749172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3749177.000000 Penalty: 5098.694824
	Iteration 37Q: 3 clusters Score -3749177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3749186.250000 Penalty: 5098.694824
	Iteration 38Q: 3 clusters Score -3749186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3749184.750000 Penalty: 5098.694824
	Iteration 39Q: 3 clusters Score -3749185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3749193.000000 Penalty: 5098.694824
	Iteration 40F: 3 clusters Score -3749193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3749189.750000 Penalty: 5098.694824
	Iteration 41Q: 3 clusters Score -3749190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3749185.750000 Penalty: 5098.694824
	Iteration 42Q: 3 clusters Score -3749186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3749182.500000 Penalty: 5098.694824
	Iteration 43Q: 3 clusters Score -3749182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3749187.750000 Penalty: 5098.694824
	Iteration 44Q: 3 clusters Score -3749188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3749186.750000 Penalty: 5098.694824
	Iteration 45Q: 3 clusters Score -3749187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3749191.000000 Penalty: 5098.694824
	Iteration 46Q: 3 clusters Score -3749191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3749196.250000 Penalty: 5098.694824
	Iteration 47Q: 3 clusters Score -3749196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3749193.750000 Penalty: 5098.694824
	Iteration 48Q: 3 clusters Score -3749194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3749195.500000 Penalty: 5098.694824
	Iteration 49Q: 3 clusters Score -3749196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3749196.250000 Penalty: 5098.694824
	Iteration 50Q: 3 clusters Score -3749196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3749195.500000 Penalty: 5098.694824
	Iteration 51Q: 3 clusters Score -3749196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3749197.000000 Penalty: 5098.694824
	Iteration 52Q: 3 clusters Score -3749197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3749199.500000 Penalty: 5098.694824
	Iteration 53Q: 3 clusters Score -3749200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3749201.250000 Penalty: 5098.694824
	Iteration 54Q: 3 clusters Score -3749201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3749200.250000 Penalty: 5098.694824
	Iteration 55Q: 3 clusters Score -3749200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3749206.000000 Penalty: 5098.694824
	Iteration 56Q: 3 clusters Score -3749206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3749206.750000 Penalty: 5098.694824
	Iteration 57Q: 3 clusters Score -3749207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3749210.500000 Penalty: 5098.694824
	Iteration 58Q: 3 clusters Score -3749210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3749209.250000 Penalty: 5098.694824
	Iteration 59Q: 3 clusters Score -3749209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3749209.250000 Penalty: 5098.694824
	Iteration 60F: 3 clusters Score -3749209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -197499.265625 Penalty: 1843.695801
	Iteration 0F: 2 clusters Score -197499.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -195078.562500 Penalty: 3687.391602
	Iteration 0F: 3 clusters Score -195078.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -195503.703125 Penalty: 3687.391602
	Iteration 1F: 3 clusters Score -195503.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -195643.609375 Penalty: 3687.391602
	Iteration 2F: 3 clusters Score -195643.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -195724.812500 Penalty: 3687.391602
	Iteration 3Q: 3 clusters Score -195724.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -195787.859375 Penalty: 3687.391602
	Iteration 4Q: 3 clusters Score -195787.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -195853.515625 Penalty: 3687.391602
	Iteration 5Q: 3 clusters Score -195853.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -195915.984375 Penalty: 3687.391602
	Iteration 6Q: 3 clusters Score -195916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -195982.171875 Penalty: 3687.391602
	Iteration 7Q: 3 clusters Score -195982.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -196050.156250 Penalty: 3687.391602
	Iteration 8Q: 3 clusters Score -196050.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -196112.500000 Penalty: 3687.391602
	Iteration 9Q: 3 clusters Score -196112.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -196179.218750 Penalty: 3687.391602
	Iteration 10Q: 3 clusters Score -196179.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -196238.250000 Penalty: 3687.391602
	Iteration 11Q: 3 clusters Score -196238.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -196296.437500 Penalty: 3687.391602
	Iteration 12Q: 3 clusters Score -196296.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -196342.046875 Penalty: 3687.391602
	Iteration 13Q: 3 clusters Score -196342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -196397.484375 Penalty: 3687.391602
	Iteration 14Q: 3 clusters Score -196397.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -196474.437500 Penalty: 3687.391602
	Iteration 15Q: 3 clusters Score -196474.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -196546.484375 Penalty: 3687.391602
	Iteration 16Q: 3 clusters Score -196546.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -196610.687500 Penalty: 3687.391602
	Iteration 17Q: 3 clusters Score -196610.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -196654.109375 Penalty: 3687.391602
	Iteration 18Q: 3 clusters Score -196654.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -196682.593750 Penalty: 3687.391602
	Iteration 19Q: 3 clusters Score -196682.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -196706.890625 Penalty: 3687.391602
	Iteration 20F: 3 clusters Score -196706.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -196726.453125 Penalty: 3687.391602
	Iteration 21Q: 3 clusters Score -196726.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196739.062500 Penalty: 3687.391602
	Iteration 22Q: 3 clusters Score -196739.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -196756.703125 Penalty: 3687.391602
	Iteration 23Q: 3 clusters Score -196756.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -196768.406250 Penalty: 3687.391602
	Iteration 24Q: 3 clusters Score -196768.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -196778.343750 Penalty: 3687.391602
	Iteration 25Q: 3 clusters Score -196778.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -196795.046875 Penalty: 3687.391602
	Iteration 26Q: 3 clusters Score -196795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -196799.671875 Penalty: 3687.391602
	Iteration 27Q: 3 clusters Score -196799.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -196802.953125 Penalty: 3687.391602
	Iteration 28Q: 3 clusters Score -196803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -196804.640625 Penalty: 3687.391602
	Iteration 29Q: 3 clusters Score -196804.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -196806.609375 Penalty: 3687.391602
	Iteration 30Q: 3 clusters Score -196806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -196809.031250 Penalty: 3687.391602
	Iteration 31Q: 3 clusters Score -196809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -196811.093750 Penalty: 3687.391602
	Iteration 32Q: 3 clusters Score -196811.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -196812.093750 Penalty: 3687.391602
	Iteration 33Q: 3 clusters Score -196812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -196812.093750 Penalty: 3687.391602
	Iteration 34F: 3 clusters Score -196812.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Entering Unmasked Estep 
Score: -952930.125000 Penalty: 2222.100342
	Iteration 0F: 2 clusters Score -952930.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -946668.937500 Penalty: 4444.200684
	Iteration 0F: 3 clusters Score -946668.9 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -948496.000000 Penalty: 4444.200684
	Iteration 1F: 3 clusters Score -948496 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -948833.187500 Penalty: 4444.200684
	Iteration 2F: 3 clusters Score -948833.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -949202.750000 Penalty: 4444.200684
	Iteration 3F: 3 clusters Score -949202.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -949562.750000 Penalty: 4444.200684
	Iteration 4F: 3 clusters Score -949562.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -949904.875000 Penalty: 4444.200684
	Iteration 5F: 3 clusters Score -949904.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -950228.562500 Penalty: 4444.200684
	Iteration 6F: 3 clusters Score -950228.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -950506.625000 Penalty: 4444.200684
	Iteration 7Q: 3 clusters Score -950506.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -950733.812500 Penalty: 4444.200684
	Iteration 8Q: 3 clusters Score -950733.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -950893.062500 Penalty: 4444.200684
	Iteration 9Q: 3 clusters Score -950893.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -951018.250000 Penalty: 4444.200684
	Iteration 10Q: 3 clusters Score -951018.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -951084.062500 Penalty: 4444.200684
	Iteration 11Q: 3 clusters Score -951084.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -951126.312500 Penalty: 4444.200684
	Iteration 12Q: 3 clusters Score -951126.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -951158.250000 Penalty: 4444.200684
	Iteration 13Q: 3 clusters Score -951158.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -951188.875000 Penalty: 4444.200684
	Iteration 14Q: 3 clusters Score -951188.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -951205.062500 Penalty: 4444.200684
	Iteration 15Q: 3 clusters Score -951205.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -951221.750000 Penalty: 4444.200684
	Iteration 16Q: 3 clusters Score -951221.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -951230.125000 Penalty: 4444.200684
	Iteration 17Q: 3 clusters Score -951230.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -951233.812500 Penalty: 4444.200684
	Iteration 18Q: 3 clusters Score -951233.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -951240.062500 Penalty: 4444.200684
	Iteration 19Q: 3 clusters Score -951240.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -951247.312500 Penalty: 4444.200684
	Iteration 20F: 3 clusters Score -951247.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -951254.250000 Penalty: 4444.200684
	Iteration 21Q: 3 clusters Score -951254.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -951258.125000 Penalty: 4444.200684
	Iteration 22Q: 3 clusters Score -951258.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -951269.625000 Penalty: 4444.200684
	Iteration 23Q: 3 clusters Score -951269.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -951278.812500 Penalty: 4444.200684
	Iteration 24Q: 3 clusters Score -951278.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -951288.562500 Penalty: 4444.200684
	Iteration 25Q: 3 clusters Score -951288.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -951292.125000 Penalty: 4444.200684
	Iteration 26Q: 3 clusters Score -951292.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -951297.937500 Penalty: 4444.200684
	Iteration 27Q: 3 clusters Score -951297.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -951301.875000 Penalty: 4444.200684
	Iteration 28Q: 3 clusters Score -951301.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -951305.937500 Penalty: 4444.200684
	Iteration 29Q: 3 clusters Score -951305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -951306.437500 Penalty: 4444.200684
	Iteration 30Q: 3 clusters Score -951306.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -951311.187500 Penalty: 4444.200684
	Iteration 31Q: 3 clusters Score -951311.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -951311.437500 Penalty: 4444.200684
	Iteration 32Q: 3 clusters Score -951311.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -951312.187500 Penalty: 4444.200684
	Iteration 33Q: 3 clusters Score -951312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -951315.562500 Penalty: 4444.200684
	Iteration 34Q: 3 clusters Score -951315.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -951315.812500 Penalty: 4444.200684
	Iteration 35Q: 3 clusters Score -951315.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -951316.625000 Penalty: 4444.200684
	Iteration 36Q: 3 clusters Score -951316.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -951321.750000 Penalty: 4444.200684
	Iteration 37Q: 3 clusters Score -951321.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -951325.250000 Penalty: 4444.200684
	Iteration 38Q: 3 clusters Score -951325.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -951325.250000 Penalty: 4444.200684
	Iteration 39Q: 3 clusters Score -951325.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -951331.500000 Penalty: 4444.200684
	Iteration 40F: 3 clusters Score -951331.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -951335.875000 Penalty: 4444.200684
	Iteration 41Q: 3 clusters Score -951335.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -951344.250000 Penalty: 4444.200684
	Iteration 42Q: 3 clusters Score -951344.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -951348.937500 Penalty: 4444.200684
	Iteration 43Q: 3 clusters Score -951348.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -951354.187500 Penalty: 4444.200684
	Iteration 44Q: 3 clusters Score -951354.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -951359.312500 Penalty: 4444.200684
	Iteration 45Q: 3 clusters Score -951359.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -951361.750000 Penalty: 4444.200684
	Iteration 46Q: 3 clusters Score -951361.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -951363.000000 Penalty: 4444.200684
	Iteration 47Q: 3 clusters Score -951363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -951365.312500 Penalty: 4444.200684
	Iteration 48Q: 3 clusters Score -951365.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -951369.625000 Penalty: 4444.200684
	Iteration 49Q: 3 clusters Score -951369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -951367.312500 Penalty: 4444.200684
	Iteration 50Q: 3 clusters Score -951367.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -951368.500000 Penalty: 4444.200684
	Iteration 51Q: 3 clusters Score -951368.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -951369.500000 Penalty: 4444.200684
	Iteration 52Q: 3 clusters Score -951369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -951369.312500 Penalty: 4444.200684
	Iteration 53Q: 3 clusters Score -951369.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -951371.687500 Penalty: 4444.200684
	Iteration 54Q: 3 clusters Score -951371.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -951373.937500 Penalty: 4444.200684
	Iteration 55Q: 3 clusters Score -951373.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -951374.750000 Penalty: 4444.200684
	Iteration 56Q: 3 clusters Score -951374.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -951373.687500 Penalty: 4444.200684
	Iteration 57Q: 3 clusters Score -951373.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -951374.750000 Penalty: 4444.200684
	Iteration 58Q: 3 clusters Score -951374.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -951375.312500 Penalty: 4444.200684
	Iteration 59Q: 3 clusters Score -951375.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -951375.312500 Penalty: 4444.200684
	Iteration 60F: 3 clusters Score -951375.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -60378.621094 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -60378.62 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 249 members 
Entering Unmasked Estep 
Score: -58858.472656 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -58858.47 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59015.015625 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -59015.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59066.687500 Penalty: 3099.029297
	Iteration 2Q: 3 clusters Score -59066.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59102.808594 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -59102.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59130.937500 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -59130.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59140.554688 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -59140.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59147.011719 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -59147.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59151.398438 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -59151.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59151.398438 Penalty: 3099.029297
	Iteration 8F: 3 clusters Score -59151.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -290844.937500 Penalty: 1922.579102
	Iteration 0F: 2 clusters Score -290844.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -287976.500000 Penalty: 3845.158203
	Iteration 0F: 3 clusters Score -287976.5 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -288484.281250 Penalty: 3845.158203
	Iteration 1F: 3 clusters Score -288484.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -288620.125000 Penalty: 3845.158203
	Iteration 2F: 3 clusters Score -288620.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -288706.218750 Penalty: 3845.158203
	Iteration 3Q: 3 clusters Score -288706.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -288773.750000 Penalty: 3845.158203
	Iteration 4Q: 3 clusters Score -288773.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -288812.437500 Penalty: 3845.158203
	Iteration 5Q: 3 clusters Score -288812.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -288833.906250 Penalty: 3845.158203
	Iteration 6Q: 3 clusters Score -288833.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -288849.250000 Penalty: 3845.158203
	Iteration 7Q: 3 clusters Score -288849.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -288861.437500 Penalty: 3845.158203
	Iteration 8Q: 3 clusters Score -288861.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -288869.968750 Penalty: 3845.158203
	Iteration 9Q: 3 clusters Score -288870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -288878.218750 Penalty: 3845.158203
	Iteration 10Q: 3 clusters Score -288878.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -288882.250000 Penalty: 3845.158203
	Iteration 11Q: 3 clusters Score -288882.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -288885.875000 Penalty: 3845.158203
	Iteration 12Q: 3 clusters Score -288885.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -288890.625000 Penalty: 3845.158203
	Iteration 13Q: 3 clusters Score -288890.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -288895.625000 Penalty: 3845.158203
	Iteration 14Q: 3 clusters Score -288895.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -288898.375000 Penalty: 3845.158203
	Iteration 15Q: 3 clusters Score -288898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -288901.343750 Penalty: 3845.158203
	Iteration 16Q: 3 clusters Score -288901.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -288907.218750 Penalty: 3845.158203
	Iteration 17Q: 3 clusters Score -288907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -288908.687500 Penalty: 3845.158203
	Iteration 18Q: 3 clusters Score -288908.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -288912.687500 Penalty: 3845.158203
	Iteration 19Q: 3 clusters Score -288912.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -288914.000000 Penalty: 3845.158203
	Iteration 20F: 3 clusters Score -288914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -288916.031250 Penalty: 3845.158203
	Iteration 21Q: 3 clusters Score -288916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -288916.437500 Penalty: 3845.158203
	Iteration 22Q: 3 clusters Score -288916.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -288917.187500 Penalty: 3845.158203
	Iteration 23Q: 3 clusters Score -288917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -288917.000000 Penalty: 3845.158203
	Iteration 24Q: 3 clusters Score -288917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -288917.375000 Penalty: 3845.158203
	Iteration 25Q: 3 clusters Score -288917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -288918.406250 Penalty: 3845.158203
	Iteration 26Q: 3 clusters Score -288918.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -288918.406250 Penalty: 3845.158203
	Iteration 27F: 3 clusters Score -288918.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -225168.781250 Penalty: 1860.542236
	Iteration 0F: 2 clusters Score -225168.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -222673.093750 Penalty: 3721.084473
	Iteration 0F: 3 clusters Score -222673.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -223059.906250 Penalty: 3721.084473
	Iteration 1F: 3 clusters Score -223059.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -223148.031250 Penalty: 3721.084473
	Iteration 2F: 3 clusters Score -223148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -223192.468750 Penalty: 3721.084473
	Iteration 3Q: 3 clusters Score -223192.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -223216.546875 Penalty: 3721.084473
	Iteration 4Q: 3 clusters Score -223216.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -223233.718750 Penalty: 3721.084473
	Iteration 5Q: 3 clusters Score -223233.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -223249.218750 Penalty: 3721.084473
	Iteration 6Q: 3 clusters Score -223249.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -223268.203125 Penalty: 3721.084473
	Iteration 7Q: 3 clusters Score -223268.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -223282.234375 Penalty: 3721.084473
	Iteration 8Q: 3 clusters Score -223282.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -223297.468750 Penalty: 3721.084473
	Iteration 9Q: 3 clusters Score -223297.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -223307.328125 Penalty: 3721.084473
	Iteration 10Q: 3 clusters Score -223307.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -223315.734375 Penalty: 3721.084473
	Iteration 11Q: 3 clusters Score -223315.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -223324.000000 Penalty: 3721.084473
	Iteration 12Q: 3 clusters Score -223324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -223335.375000 Penalty: 3721.084473
	Iteration 13Q: 3 clusters Score -223335.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -223342.281250 Penalty: 3721.084473
	Iteration 14Q: 3 clusters Score -223342.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -223349.812500 Penalty: 3721.084473
	Iteration 15Q: 3 clusters Score -223349.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -223354.593750 Penalty: 3721.084473
	Iteration 16Q: 3 clusters Score -223354.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -223361.546875 Penalty: 3721.084473
	Iteration 17Q: 3 clusters Score -223361.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -223369.906250 Penalty: 3721.084473
	Iteration 18Q: 3 clusters Score -223369.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -223380.671875 Penalty: 3721.084473
	Iteration 19Q: 3 clusters Score -223380.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -223389.015625 Penalty: 3721.084473
	Iteration 20F: 3 clusters Score -223389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -223397.281250 Penalty: 3721.084473
	Iteration 21Q: 3 clusters Score -223397.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -223407.953125 Penalty: 3721.084473
	Iteration 22Q: 3 clusters Score -223408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -223417.046875 Penalty: 3721.084473
	Iteration 23Q: 3 clusters Score -223417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -223421.421875 Penalty: 3721.084473
	Iteration 24Q: 3 clusters Score -223421.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -223430.453125 Penalty: 3721.084473
	Iteration 25Q: 3 clusters Score -223430.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -223442.218750 Penalty: 3721.084473
	Iteration 26Q: 3 clusters Score -223442.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -223453.234375 Penalty: 3721.084473
	Iteration 27Q: 3 clusters Score -223453.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -223470.843750 Penalty: 3721.084473
	Iteration 28Q: 3 clusters Score -223470.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -223480.078125 Penalty: 3721.084473
	Iteration 29Q: 3 clusters Score -223480.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -223489.312500 Penalty: 3721.084473
	Iteration 30Q: 3 clusters Score -223489.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -223499.359375 Penalty: 3721.084473
	Iteration 31Q: 3 clusters Score -223499.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -223507.562500 Penalty: 3721.084473
	Iteration 32Q: 3 clusters Score -223507.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -223518.125000 Penalty: 3721.084473
	Iteration 33Q: 3 clusters Score -223518.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -223525.593750 Penalty: 3721.084473
	Iteration 34Q: 3 clusters Score -223525.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -223533.906250 Penalty: 3721.084473
	Iteration 35Q: 3 clusters Score -223533.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -223540.078125 Penalty: 3721.084473
	Iteration 36Q: 3 clusters Score -223540.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -223545.125000 Penalty: 3721.084473
	Iteration 37Q: 3 clusters Score -223545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -223548.109375 Penalty: 3721.084473
	Iteration 38Q: 3 clusters Score -223548.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -223553.406250 Penalty: 3721.084473
	Iteration 39Q: 3 clusters Score -223553.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -223557.359375 Penalty: 3721.084473
	Iteration 40F: 3 clusters Score -223557.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -223562.531250 Penalty: 3721.084473
	Iteration 41Q: 3 clusters Score -223562.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -223565.937500 Penalty: 3721.084473
	Iteration 42Q: 3 clusters Score -223565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -223567.468750 Penalty: 3721.084473
	Iteration 43Q: 3 clusters Score -223567.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -223568.109375 Penalty: 3721.084473
	Iteration 44Q: 3 clusters Score -223568.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -223569.968750 Penalty: 3721.084473
	Iteration 45Q: 3 clusters Score -223570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -223571.609375 Penalty: 3721.084473
	Iteration 46Q: 3 clusters Score -223571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -223572.718750 Penalty: 3721.084473
	Iteration 47Q: 3 clusters Score -223572.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -223572.718750 Penalty: 3721.084473
	Iteration 48F: 3 clusters Score -223572.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (87887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Entering Unmasked Estep 
Score: -11307200.000000 Penalty: 2823.184082
	Iteration 0F: 2 clusters Score -1.13072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -11248267.000000 Penalty: 5646.368164
	Iteration 0F: 3 clusters Score -1.124827e+07 nChanged 41403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -11271872.000000 Penalty: 5646.368164
	Iteration 1F: 3 clusters Score -1.127187e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -11272767.000000 Penalty: 5646.368164
	Iteration 2Q: 3 clusters Score -1.127277e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -11274081.000000 Penalty: 5646.368164
	Iteration 3Q: 3 clusters Score -1.127408e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -11275948.000000 Penalty: 5646.368164
	Iteration 4Q: 3 clusters Score -1.127595e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -11278831.000000 Penalty: 5646.368164
	Iteration 5F: 3 clusters Score -1.127883e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -11283349.000000 Penalty: 5646.368164
	Iteration 6F: 3 clusters Score -1.128335e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -11289057.000000 Penalty: 5646.368164
	Iteration 7F: 3 clusters Score -1.128906e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -11294013.000000 Penalty: 5646.368164
	Iteration 8F: 3 clusters Score -1.129401e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 58732 members 
Entering Unmasked Estep 
Score: -11296556.000000 Penalty: 5646.368164
	Iteration 9F: 3 clusters Score -1.129656e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 59915 members 
Entering Unmasked Estep 
Score: -11297512.000000 Penalty: 5646.368164
	Iteration 10Q: 3 clusters Score -1.129751e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -11297935.000000 Penalty: 5646.368164
	Iteration 11Q: 3 clusters Score -1.129794e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -11298248.000000 Penalty: 5646.368164
	Iteration 12Q: 3 clusters Score -1.129825e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -11298493.000000 Penalty: 5646.368164
	Iteration 13Q: 3 clusters Score -1.129849e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -11298737.000000 Penalty: 5646.368164
	Iteration 14Q: 3 clusters Score -1.129874e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -11298952.000000 Penalty: 5646.368164
	Iteration 15Q: 3 clusters Score -1.129895e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -11299273.000000 Penalty: 5646.368164
	Iteration 16Q: 3 clusters Score -1.129927e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -11299511.000000 Penalty: 5646.368164
	Iteration 17Q: 3 clusters Score -1.129951e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 67613 members 
Entering Unmasked Estep 
Score: -11299715.000000 Penalty: 5646.368164
	Iteration 18Q: 3 clusters Score -1.129972e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 68549 members 
Entering Unmasked Estep 
Score: -11300022.000000 Penalty: 5646.368164
	Iteration 19Q: 3 clusters Score -1.130002e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
Score: -11300336.000000 Penalty: 5646.368164
	Iteration 20F: 3 clusters Score -1.130034e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
Score: -11300568.000000 Penalty: 5646.368164
	Iteration 21Q: 3 clusters Score -1.130057e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 71352 members 
Entering Unmasked Estep 
Score: -11300794.000000 Penalty: 5646.368164
	Iteration 22Q: 3 clusters Score -1.130079e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -11301079.000000 Penalty: 5646.368164
	Iteration 23Q: 3 clusters Score -1.130108e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -11301305.000000 Penalty: 5646.368164
	Iteration 24Q: 3 clusters Score -1.13013e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 74141 members 
Entering Unmasked Estep 
Score: -11301638.000000 Penalty: 5646.368164
	Iteration 25Q: 3 clusters Score -1.130164e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 75069 members 
Entering Unmasked Estep 
Score: -11301874.000000 Penalty: 5646.368164
	Iteration 26Q: 3 clusters Score -1.130187e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -11302141.000000 Penalty: 5646.368164
	Iteration 27Q: 3 clusters Score -1.130214e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 76761 members 
Entering Unmasked Estep 
Score: -11302335.000000 Penalty: 5646.368164
	Iteration 28Q: 3 clusters Score -1.130234e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 77496 members 
Entering Unmasked Estep 
Score: -11302569.000000 Penalty: 5646.368164
	Iteration 29Q: 3 clusters Score -1.130257e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
Score: -11302767.000000 Penalty: 5646.368164
	Iteration 30Q: 3 clusters Score -1.130277e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -11303001.000000 Penalty: 5646.368164
	Iteration 31Q: 3 clusters Score -1.1303e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 79560 members 
Entering Unmasked Estep 
Score: -11303263.000000 Penalty: 5646.368164
	Iteration 32Q: 3 clusters Score -1.130326e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -11303479.000000 Penalty: 5646.368164
	Iteration 33Q: 3 clusters Score -1.130348e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
Score: -11303590.000000 Penalty: 5646.368164
	Iteration 34Q: 3 clusters Score -1.130359e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 81255 members 
Entering Unmasked Estep 
Score: -11303775.000000 Penalty: 5646.368164
	Iteration 35Q: 3 clusters Score -1.130378e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 81711 members 
Entering Unmasked Estep 
Score: -11303895.000000 Penalty: 5646.368164
	Iteration 36Q: 3 clusters Score -1.13039e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 82123 members 
Entering Unmasked Estep 
Score: -11304063.000000 Penalty: 5646.368164
	Iteration 37Q: 3 clusters Score -1.130406e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -11304192.000000 Penalty: 5646.368164
	Iteration 38Q: 3 clusters Score -1.130419e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 82855 members 
Entering Unmasked Estep 
Score: -11304310.000000 Penalty: 5646.368164
	Iteration 39Q: 3 clusters Score -1.130431e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 83132 members 
Entering Unmasked Estep 
Score: -11304333.000000 Penalty: 5646.368164
	Iteration 40F: 3 clusters Score -1.130433e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -11304393.000000 Penalty: 5646.368164
	Iteration 41Q: 3 clusters Score -1.130439e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 83689 members 
Entering Unmasked Estep 
Score: -11304490.000000 Penalty: 5646.368164
	Iteration 42Q: 3 clusters Score -1.130449e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 83946 members 
Entering Unmasked Estep 
Score: -11304586.000000 Penalty: 5646.368164
	Iteration 43Q: 3 clusters Score -1.130459e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 84181 members 
Entering Unmasked Estep 
Score: -11304641.000000 Penalty: 5646.368164
	Iteration 44Q: 3 clusters Score -1.130464e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 84372 members 
Entering Unmasked Estep 
Score: -11304705.000000 Penalty: 5646.368164
	Iteration 45Q: 3 clusters Score -1.13047e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 84562 members 
Entering Unmasked Estep 
Score: -11304772.000000 Penalty: 5646.368164
	Iteration 46Q: 3 clusters Score -1.130477e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 84726 members 
Entering Unmasked Estep 
Score: -11304806.000000 Penalty: 5646.368164
	Iteration 47Q: 3 clusters Score -1.130481e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
Score: -11304841.000000 Penalty: 5646.368164
	Iteration 48Q: 3 clusters Score -1.130484e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 84969 members 
Entering Unmasked Estep 
Score: -11304870.000000 Penalty: 5646.368164
	Iteration 49Q: 3 clusters Score -1.130487e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -11304897.000000 Penalty: 5646.368164
	Iteration 50Q: 3 clusters Score -1.13049e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 85193 members 
Entering Unmasked Estep 
Score: -11304923.000000 Penalty: 5646.368164
	Iteration 51Q: 3 clusters Score -1.130492e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 85294 members 
Entering Unmasked Estep 
Score: -11304932.000000 Penalty: 5646.368164
	Iteration 52Q: 3 clusters Score -1.130493e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 85393 members 
Entering Unmasked Estep 
Score: -11304964.000000 Penalty: 5646.368164
	Iteration 53Q: 3 clusters Score -1.130496e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -11304981.000000 Penalty: 5646.368164
	Iteration 54Q: 3 clusters Score -1.130498e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 85533 members 
Entering Unmasked Estep 
Score: -11304990.000000 Penalty: 5646.368164
	Iteration 55Q: 3 clusters Score -1.130499e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 85591 members 
Entering Unmasked Estep 
Score: -11305000.000000 Penalty: 5646.368164
	Iteration 56Q: 3 clusters Score -1.1305e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 85639 members 
Entering Unmasked Estep 
Score: -11305001.000000 Penalty: 5646.368164
	Iteration 57Q: 3 clusters Score -1.1305e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 85676 members 
Entering Unmasked Estep 
Score: -11305010.000000 Penalty: 5646.368164
	Iteration 58Q: 3 clusters Score -1.130501e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -11304998.000000 Penalty: 5646.368164
	Iteration 59Q: 3 clusters Score -1.1305e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 85734 members 
Entering Unmasked Estep 
Score: -11305010.000000 Penalty: 5646.368164
	Iteration 60F: 3 clusters Score -1.130501e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 85756 members 
Entering Unmasked Estep 
Score: -11305016.000000 Penalty: 5646.368164
	Iteration 61Q: 3 clusters Score -1.130502e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 85772 members 
Entering Unmasked Estep 
Score: -11305023.000000 Penalty: 5646.368164
	Iteration 62Q: 3 clusters Score -1.130502e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 85796 members 
Entering Unmasked Estep 
Score: -11305018.000000 Penalty: 5646.368164
	Iteration 63Q: 3 clusters Score -1.130502e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 85813 members 
Entering Unmasked Estep 
Score: -11305027.000000 Penalty: 5646.368164
	Iteration 64Q: 3 clusters Score -1.130503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 85836 members 
Entering Unmasked Estep 
Score: -11305025.000000 Penalty: 5646.368164
	Iteration 65Q: 3 clusters Score -1.130502e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 85861 members 
Entering Unmasked Estep 
Score: -11305028.000000 Penalty: 5646.368164
	Iteration 66Q: 3 clusters Score -1.130503e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 85887 members 
Entering Unmasked Estep 
Score: -11305029.000000 Penalty: 5646.368164
	Iteration 67Q: 3 clusters Score -1.130503e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 85910 members 
Entering Unmasked Estep 
Score: -11305038.000000 Penalty: 5646.368164
	Iteration 68Q: 3 clusters Score -1.130504e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 85933 members 
Entering Unmasked Estep 
Score: -11305051.000000 Penalty: 5646.368164
	Iteration 69Q: 3 clusters Score -1.130505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 85951 members 
Entering Unmasked Estep 
Score: -11305040.000000 Penalty: 5646.368164
	Iteration 70Q: 3 clusters Score -1.130504e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 85969 members 
Entering Unmasked Estep 
Score: -11305047.000000 Penalty: 5646.368164
	Iteration 71Q: 3 clusters Score -1.130505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 85982 members 
Entering Unmasked Estep 
Score: -11305054.000000 Penalty: 5646.368164
	Iteration 72Q: 3 clusters Score -1.130505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 85994 members 
Entering Unmasked Estep 
Score: -11305047.000000 Penalty: 5646.368164
	Iteration 73Q: 3 clusters Score -1.130505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 86004 members 
Entering Unmasked Estep 
Score: -11305045.000000 Penalty: 5646.368164
	Iteration 74Q: 3 clusters Score -1.130504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -11305040.000000 Penalty: 5646.368164
	Iteration 75Q: 3 clusters Score -1.130504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -11305048.000000 Penalty: 5646.368164
	Iteration 76Q: 3 clusters Score -1.130505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 86037 members 
Entering Unmasked Estep 
Score: -11305053.000000 Penalty: 5646.368164
	Iteration 77Q: 3 clusters Score -1.130505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 86047 members 
Entering Unmasked Estep 
Score: -11305045.000000 Penalty: 5646.368164
	Iteration 78Q: 3 clusters Score -1.130504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 86056 members 
Entering Unmasked Estep 
Score: -11305046.000000 Penalty: 5646.368164
	Iteration 79Q: 3 clusters Score -1.130505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -11305044.000000 Penalty: 5646.368164
	Iteration 80F: 3 clusters Score -1.130504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 86072 members 
Entering Unmasked Estep 
Score: -11305047.000000 Penalty: 5646.368164
	Iteration 81Q: 3 clusters Score -1.130505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 86081 members 
Entering Unmasked Estep 
Score: -11305060.000000 Penalty: 5646.368164
	Iteration 82Q: 3 clusters Score -1.130506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 86094 members 
Entering Unmasked Estep 
Score: -11305054.000000 Penalty: 5646.368164
	Iteration 83Q: 3 clusters Score -1.130505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 86107 members 
Entering Unmasked Estep 
Score: -11305057.000000 Penalty: 5646.368164
	Iteration 84Q: 3 clusters Score -1.130506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 86112 members 
Entering Unmasked Estep 
Score: -11305049.000000 Penalty: 5646.368164
	Iteration 85Q: 3 clusters Score -1.130505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 86115 members 
Entering Unmasked Estep 
Score: -11305056.000000 Penalty: 5646.368164
	Iteration 86Q: 3 clusters Score -1.130506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 86119 members 
Entering Unmasked Estep 
Score: -11305056.000000 Penalty: 5646.368164
	Iteration 87Q: 3 clusters Score -1.130506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 86123 members 
Entering Unmasked Estep 
Score: -11305052.000000 Penalty: 5646.368164
	Iteration 88Q: 3 clusters Score -1.130505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 86125 members 
Entering Unmasked Estep 
Score: -11305054.000000 Penalty: 5646.368164
	Iteration 89Q: 3 clusters Score -1.130505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
Score: -11305048.000000 Penalty: 5646.368164
	Iteration 90Q: 3 clusters Score -1.130505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
Score: -11305048.000000 Penalty: 5646.368164
	Iteration 91F: 3 clusters Score -1.130505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -106818.570312 Penalty: 1717.059937
	Iteration 0F: 2 clusters Score -106818.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -104902.937500 Penalty: 3434.119873
	Iteration 0F: 3 clusters Score -104902.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -105374.015625 Penalty: 3434.119873
	Iteration 1F: 3 clusters Score -105374 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -105699.757812 Penalty: 3434.119873
	Iteration 2F: 3 clusters Score -105699.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -106155.625000 Penalty: 3434.119873
	Iteration 3F: 3 clusters Score -106155.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -106504.687500 Penalty: 3434.119873
	Iteration 4F: 3 clusters Score -106504.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -106648.406250 Penalty: 3434.119873
	Iteration 5Q: 3 clusters Score -106648.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -106714.437500 Penalty: 3434.119873
	Iteration 6Q: 3 clusters Score -106714.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -106753.882812 Penalty: 3434.119873
	Iteration 7Q: 3 clusters Score -106753.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -106812.531250 Penalty: 3434.119873
	Iteration 8Q: 3 clusters Score -106812.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -106892.664062 Penalty: 3434.119873
	Iteration 9Q: 3 clusters Score -106892.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -106949.531250 Penalty: 3434.119873
	Iteration 10Q: 3 clusters Score -106949.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -106986.843750 Penalty: 3434.119873
	Iteration 11Q: 3 clusters Score -106986.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -107012.484375 Penalty: 3434.119873
	Iteration 12Q: 3 clusters Score -107012.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -107031.093750 Penalty: 3434.119873
	Iteration 13Q: 3 clusters Score -107031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -107054.609375 Penalty: 3434.119873
	Iteration 14Q: 3 clusters Score -107054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -107072.984375 Penalty: 3434.119873
	Iteration 15Q: 3 clusters Score -107073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -107091.968750 Penalty: 3434.119873
	Iteration 16Q: 3 clusters Score -107092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -107100.289062 Penalty: 3434.119873
	Iteration 17Q: 3 clusters Score -107100.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -107110.117188 Penalty: 3434.119873
	Iteration 18F: 3 clusters Score -107110.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -107140.804688 Penalty: 3434.119873
	Iteration 19Q: 3 clusters Score -107140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -107156.960938 Penalty: 3434.119873
	Iteration 20F: 3 clusters Score -107157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -107163.156250 Penalty: 3434.119873
	Iteration 21Q: 3 clusters Score -107163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -107166.515625 Penalty: 3434.119873
	Iteration 22Q: 3 clusters Score -107166.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -107169.164062 Penalty: 3434.119873
	Iteration 23Q: 3 clusters Score -107169.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -107169.164062 Penalty: 3434.119873
	Iteration 24F: 3 clusters Score -107169.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157695 members 
Mstep: Class 3 contains 187732 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10999 members 
Mstep: Class 7 contains 153187 members 
Mstep: Class 8 contains 80222 members 
Mstep: Class 9 contains 152125 members 
Mstep: Class 10 contains 81960 members 
Mstep: Class 11 contains 87903 members 
Mstep: Class 12 contains 166719 members 
Mstep: Class 13 contains 77676 members 
Mstep: Class 14 contains 29133 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 7786 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87887 members 
Mstep: Class 21 contains 615 members 
Mstep: Class 22 contains 479 members 
Mstep: Class 23 contains 401 members 
Entering Unmasked Estep 
Score: -161334608.000000 Penalty: 80260.382812
Splitting cluster 21 changes total score from -161336272.000000 to -161334608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -46043.484375 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -46043.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44598.281250 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -44598.28 nChanged 95
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: -44942.578125 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -44942.58 nChanged 49
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: -45184.207031 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -45184.21 nChanged 30
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: -45351.726562 Penalty: 3061.163330
	Iteration 3F: 3 clusters Score -45351.73 nChanged 22
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: -45490.292969 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -45490.29 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: -45570.761719 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -45570.76 nChanged 5
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: -45599.296875 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -45599.3 nChanged 3
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: -45628.828125 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -45628.83 nChanged 3
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: -45645.054688 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -45645.05 nChanged 5
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: -45696.222656 Penalty: 3061.163330
	Iteration 9Q: 3 clusters Score -45696.22 nChanged 3
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: -45761.066406 Penalty: 3061.163330
	Iteration 10Q: 3 clusters Score -45761.07 nChanged 6
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: -45791.531250 Penalty: 3061.163330
	Iteration 11Q: 3 clusters Score -45791.53 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: -45806.242188 Penalty: 3061.163330
	Iteration 12Q: 3 clusters Score -45806.24 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: -45823.511719 Penalty: 3061.163330
	Iteration 13Q: 3 clusters Score -45823.51 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: -45841.519531 Penalty: 3061.163330
	Iteration 14Q: 3 clusters Score -45841.52 nChanged 1
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: -45842.878906 Penalty: 3061.163330
	Iteration 15Q: 3 clusters Score -45842.88 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: -45842.878906 Penalty: 3061.163330
	Iteration 16F: 3 clusters Score -45842.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157695 members 
Mstep: Class 3 contains 187732 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10999 members 
Mstep: Class 7 contains 153187 members 
Mstep: Class 8 contains 80222 members 
Mstep: Class 9 contains 152125 members 
Mstep: Class 10 contains 81960 members 
Mstep: Class 11 contains 87903 members 
Mstep: Class 12 contains 166719 members 
Mstep: Class 13 contains 77676 members 
Mstep: Class 14 contains 29133 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 7786 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87887 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336240.000000 Penalty: 76770.804688
Iteration 159Q: 23 clusters Score -1.613362e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157680 members 
Mstep: Class 3 contains 187784 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10995 members 
Mstep: Class 7 contains 153188 members 
Mstep: Class 8 contains 80219 members 
Mstep: Class 9 contains 152120 members 
Mstep: Class 10 contains 81952 members 
Mstep: Class 11 contains 87907 members 
Mstep: Class 12 contains 166678 members 
Mstep: Class 13 contains 77693 members 
Mstep: Class 14 contains 29135 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 7781 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87890 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336432.000000 Penalty: 76770.804688
Iteration 160F: 23 clusters Score -1.613364e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157662 members 
Mstep: Class 3 contains 187845 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10988 members 
Mstep: Class 7 contains 153186 members 
Mstep: Class 8 contains 80212 members 
Mstep: Class 9 contains 152109 members 
Mstep: Class 10 contains 81958 members 
Mstep: Class 11 contains 87907 members 
Mstep: Class 12 contains 166653 members 
Mstep: Class 13 contains 77699 members 
Mstep: Class 14 contains 29141 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 7778 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87881 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336368.000000 Penalty: 76770.804688
Iteration 161Q: 23 clusters Score -1.613364e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157646 members 
Mstep: Class 3 contains 187900 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10984 members 
Mstep: Class 7 contains 153158 members 
Mstep: Class 8 contains 80216 members 
Mstep: Class 9 contains 152086 members 
Mstep: Class 10 contains 81961 members 
Mstep: Class 11 contains 87899 members 
Mstep: Class 12 contains 166675 members 
Mstep: Class 13 contains 77710 members 
Mstep: Class 14 contains 29134 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87873 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336384.000000 Penalty: 76770.804688
Iteration 162Q: 23 clusters Score -1.613364e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157636 members 
Mstep: Class 3 contains 187949 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10977 members 
Mstep: Class 7 contains 153130 members 
Mstep: Class 8 contains 80216 members 
Mstep: Class 9 contains 152069 members 
Mstep: Class 10 contains 81959 members 
Mstep: Class 11 contains 87907 members 
Mstep: Class 12 contains 166691 members 
Mstep: Class 13 contains 77715 members 
Mstep: Class 14 contains 29138 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7774 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87857 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336304.000000 Penalty: 76770.804688
Iteration 163Q: 23 clusters Score -1.613363e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157640 members 
Mstep: Class 3 contains 187978 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10969 members 
Mstep: Class 7 contains 153092 members 
Mstep: Class 8 contains 80218 members 
Mstep: Class 9 contains 152059 members 
Mstep: Class 10 contains 81960 members 
Mstep: Class 11 contains 87912 members 
Mstep: Class 12 contains 166721 members 
Mstep: Class 13 contains 77712 members 
Mstep: Class 14 contains 29139 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87847 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336288.000000 Penalty: 76770.804688
Iteration 164Q: 23 clusters Score -1.613363e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157628 members 
Mstep: Class 3 contains 188011 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10963 members 
Mstep: Class 7 contains 153051 members 
Mstep: Class 8 contains 80225 members 
Mstep: Class 9 contains 152043 members 
Mstep: Class 10 contains 81962 members 
Mstep: Class 11 contains 87923 members 
Mstep: Class 12 contains 166738 members 
Mstep: Class 13 contains 77720 members 
Mstep: Class 14 contains 29139 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2326 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87845 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336128.000000 Penalty: 76770.804688
Iteration 165Q: 23 clusters Score -1.613361e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157614 members 
Mstep: Class 3 contains 188044 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10955 members 
Mstep: Class 7 contains 153010 members 
Mstep: Class 8 contains 80220 members 
Mstep: Class 9 contains 152040 members 
Mstep: Class 10 contains 81965 members 
Mstep: Class 11 contains 87921 members 
Mstep: Class 12 contains 166773 members 
Mstep: Class 13 contains 77725 members 
Mstep: Class 14 contains 29141 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7772 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2326 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87839 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336480.000000 Penalty: 76770.804688
Iteration 166Q: 23 clusters Score -1.613365e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157611 members 
Mstep: Class 3 contains 188064 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10950 members 
Mstep: Class 7 contains 152955 members 
Mstep: Class 8 contains 80222 members 
Mstep: Class 9 contains 152027 members 
Mstep: Class 10 contains 81968 members 
Mstep: Class 11 contains 87942 members 
Mstep: Class 12 contains 166807 members 
Mstep: Class 13 contains 77717 members 
Mstep: Class 14 contains 29142 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2326 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87838 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336336.000000 Penalty: 76770.804688
Iteration 167Q: 23 clusters Score -1.613363e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157607 members 
Mstep: Class 3 contains 188086 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10946 members 
Mstep: Class 7 contains 152932 members 
Mstep: Class 8 contains 80213 members 
Mstep: Class 9 contains 152032 members 
Mstep: Class 10 contains 81963 members 
Mstep: Class 11 contains 87952 members 
Mstep: Class 12 contains 166823 members 
Mstep: Class 13 contains 77702 members 
Mstep: Class 14 contains 29143 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2326 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87846 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336192.000000 Penalty: 76770.804688
Iteration 168Q: 23 clusters Score -1.613362e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157602 members 
Mstep: Class 3 contains 188065 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10945 members 
Mstep: Class 7 contains 152930 members 
Mstep: Class 8 contains 80208 members 
Mstep: Class 9 contains 152043 members 
Mstep: Class 10 contains 81970 members 
Mstep: Class 11 contains 87961 members 
Mstep: Class 12 contains 166839 members 
Mstep: Class 13 contains 77693 members 
Mstep: Class 14 contains 29146 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 7773 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2326 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87846 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336224.000000 Penalty: 76770.804688
Iteration 169Q: 23 clusters Score -1.613362e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157600 members 
Mstep: Class 3 contains 188076 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10939 members 
Mstep: Class 7 contains 152951 members 
Mstep: Class 8 contains 80197 members 
Mstep: Class 9 contains 152045 members 
Mstep: Class 10 contains 81977 members 
Mstep: Class 11 contains 87962 members 
Mstep: Class 12 contains 166818 members 
Mstep: Class 13 contains 77696 members 
Mstep: Class 14 contains 29150 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2326 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87839 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336064.000000 Penalty: 76770.804688
Iteration 170Q: 23 clusters Score -1.613361e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157573 members 
Mstep: Class 3 contains 188121 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10936 members 
Mstep: Class 7 contains 152999 members 
Mstep: Class 8 contains 80182 members 
Mstep: Class 9 contains 152043 members 
Mstep: Class 10 contains 81976 members 
Mstep: Class 11 contains 87958 members 
Mstep: Class 12 contains 166792 members 
Mstep: Class 13 contains 77696 members 
Mstep: Class 14 contains 29142 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 7769 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2326 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87835 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335984.000000 Penalty: 76770.804688
Iteration 171Q: 23 clusters Score -1.61336e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157542 members 
Mstep: Class 3 contains 188164 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10936 members 
Mstep: Class 7 contains 153027 members 
Mstep: Class 8 contains 80168 members 
Mstep: Class 9 contains 152026 members 
Mstep: Class 10 contains 81972 members 
Mstep: Class 11 contains 87955 members 
Mstep: Class 12 contains 166793 members 
Mstep: Class 13 contains 77697 members 
Mstep: Class 14 contains 29148 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2326 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 87826 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335920.000000 Penalty: 76770.804688
Iteration 172Q: 23 clusters Score -1.613359e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157530 members 
Mstep: Class 3 contains 188175 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10930 members 
Mstep: Class 7 contains 153048 members 
Mstep: Class 8 contains 80166 members 
Mstep: Class 9 contains 152005 members 
Mstep: Class 10 contains 81976 members 
Mstep: Class 11 contains 87950 members 
Mstep: Class 12 contains 166809 members 
Mstep: Class 13 contains 77700 members 
Mstep: Class 14 contains 29150 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2325 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 87818 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336064.000000 Penalty: 76770.804688
Iteration 173Q: 23 clusters Score -1.613361e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157536 members 
Mstep: Class 3 contains 188163 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10920 members 
Mstep: Class 7 contains 153069 members 
Mstep: Class 8 contains 80172 members 
Mstep: Class 9 contains 151996 members 
Mstep: Class 10 contains 81975 members 
Mstep: Class 11 contains 87945 members 
Mstep: Class 12 contains 166807 members 
Mstep: Class 13 contains 77708 members 
Mstep: Class 14 contains 29157 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 7772 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2325 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 87807 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336000.000000 Penalty: 76770.804688
Iteration 174Q: 23 clusters Score -1.61336e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157551 members 
Mstep: Class 3 contains 188162 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10912 members 
Mstep: Class 7 contains 153064 members 
Mstep: Class 8 contains 80174 members 
Mstep: Class 9 contains 151996 members 
Mstep: Class 10 contains 81979 members 
Mstep: Class 11 contains 87937 members 
Mstep: Class 12 contains 166806 members 
Mstep: Class 13 contains 77710 members 
Mstep: Class 14 contains 29165 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 7774 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2325 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 87797 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335760.000000 Penalty: 76770.804688
Iteration 175Q: 23 clusters Score -1.613358e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157558 members 
Mstep: Class 3 contains 188140 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10907 members 
Mstep: Class 7 contains 153063 members 
Mstep: Class 8 contains 80172 members 
Mstep: Class 9 contains 151996 members 
Mstep: Class 10 contains 81985 members 
Mstep: Class 11 contains 87943 members 
Mstep: Class 12 contains 166818 members 
Mstep: Class 13 contains 77728 members 
Mstep: Class 14 contains 29156 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2325 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 87785 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335824.000000 Penalty: 76770.804688
Iteration 176Q: 23 clusters Score -1.613358e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157563 members 
Mstep: Class 3 contains 188133 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10902 members 
Mstep: Class 7 contains 153076 members 
Mstep: Class 8 contains 80166 members 
Mstep: Class 9 contains 152017 members 
Mstep: Class 10 contains 81983 members 
Mstep: Class 11 contains 87933 members 
Mstep: Class 12 contains 166816 members 
Mstep: Class 13 contains 77731 members 
Mstep: Class 14 contains 29152 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 7775 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2325 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 87779 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335872.000000 Penalty: 76770.804688
Iteration 177Q: 23 clusters Score -1.613359e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157565 members 
Mstep: Class 3 contains 188148 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10901 members 
Mstep: Class 7 contains 153070 members 
Mstep: Class 8 contains 80167 members 
Mstep: Class 9 contains 152000 members 
Mstep: Class 10 contains 81988 members 
Mstep: Class 11 contains 87925 members 
Mstep: Class 12 contains 166825 members 
Mstep: Class 13 contains 77742 members 
Mstep: Class 14 contains 29151 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 7773 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2325 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87770 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335936.000000 Penalty: 76770.804688
Iteration 178Q: 23 clusters Score -1.613359e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157568 members 
Mstep: Class 3 contains 188155 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10901 members 
Mstep: Class 7 contains 153085 members 
Mstep: Class 8 contains 80163 members 
Mstep: Class 9 contains 151985 members 
Mstep: Class 10 contains 81992 members 
Mstep: Class 11 contains 87923 members 
Mstep: Class 12 contains 166826 members 
Mstep: Class 13 contains 77745 members 
Mstep: Class 14 contains 29154 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 7772 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87757 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336016.000000 Penalty: 76770.804688
Iteration 179Q: 23 clusters Score -1.61336e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157572 members 
Mstep: Class 3 contains 188141 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10900 members 
Mstep: Class 7 contains 153075 members 
Mstep: Class 8 contains 80164 members 
Mstep: Class 9 contains 151981 members 
Mstep: Class 10 contains 81994 members 
Mstep: Class 11 contains 87927 members 
Mstep: Class 12 contains 166841 members 
Mstep: Class 13 contains 77755 members 
Mstep: Class 14 contains 29158 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87747 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335968.000000 Penalty: 76770.804688
Iteration 180F: 23 clusters Score -1.61336e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157581 members 
Mstep: Class 3 contains 188115 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10898 members 
Mstep: Class 7 contains 153073 members 
Mstep: Class 8 contains 80169 members 
Mstep: Class 9 contains 151977 members 
Mstep: Class 10 contains 81995 members 
Mstep: Class 11 contains 87934 members 
Mstep: Class 12 contains 166843 members 
Mstep: Class 13 contains 77767 members 
Mstep: Class 14 contains 29157 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87746 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335952.000000 Penalty: 76770.804688
Iteration 181Q: 23 clusters Score -1.61336e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157585 members 
Mstep: Class 3 contains 188123 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10893 members 
Mstep: Class 7 contains 153078 members 
Mstep: Class 8 contains 80163 members 
Mstep: Class 9 contains 151983 members 
Mstep: Class 10 contains 81993 members 
Mstep: Class 11 contains 87928 members 
Mstep: Class 12 contains 166832 members 
Mstep: Class 13 contains 77777 members 
Mstep: Class 14 contains 29159 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 7773 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87739 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336112.000000 Penalty: 76770.804688
Iteration 182Q: 23 clusters Score -1.613361e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157590 members 
Mstep: Class 3 contains 188112 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10888 members 
Mstep: Class 7 contains 153116 members 
Mstep: Class 8 contains 80162 members 
Mstep: Class 9 contains 151984 members 
Mstep: Class 10 contains 81996 members 
Mstep: Class 11 contains 87918 members 
Mstep: Class 12 contains 166803 members 
Mstep: Class 13 contains 77784 members 
Mstep: Class 14 contains 29170 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87732 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336096.000000 Penalty: 76770.804688
Iteration 183Q: 23 clusters Score -1.613361e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157599 members 
Mstep: Class 3 contains 188100 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10881 members 
Mstep: Class 7 contains 153154 members 
Mstep: Class 8 contains 80164 members 
Mstep: Class 9 contains 151989 members 
Mstep: Class 10 contains 82002 members 
Mstep: Class 11 contains 87918 members 
Mstep: Class 12 contains 166753 members 
Mstep: Class 13 contains 77781 members 
Mstep: Class 14 contains 29175 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 7768 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87742 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336384.000000 Penalty: 76770.804688
Iteration 184Q: 23 clusters Score -1.613364e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157601 members 
Mstep: Class 3 contains 188093 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10875 members 
Mstep: Class 7 contains 153198 members 
Mstep: Class 8 contains 80168 members 
Mstep: Class 9 contains 151985 members 
Mstep: Class 10 contains 82011 members 
Mstep: Class 11 contains 87914 members 
Mstep: Class 12 contains 166723 members 
Mstep: Class 13 contains 77779 members 
Mstep: Class 14 contains 29176 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 7767 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87735 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336336.000000 Penalty: 76770.804688
Iteration 185Q: 23 clusters Score -1.613363e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157619 members 
Mstep: Class 3 contains 188079 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10871 members 
Mstep: Class 7 contains 153240 members 
Mstep: Class 8 contains 80164 members 
Mstep: Class 9 contains 151972 members 
Mstep: Class 10 contains 82024 members 
Mstep: Class 11 contains 87912 members 
Mstep: Class 12 contains 166688 members 
Mstep: Class 13 contains 77779 members 
Mstep: Class 14 contains 29188 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 7767 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87722 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336400.000000 Penalty: 76770.804688
Iteration 186Q: 23 clusters Score -1.613364e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157616 members 
Mstep: Class 3 contains 188084 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10865 members 
Mstep: Class 7 contains 153267 members 
Mstep: Class 8 contains 80166 members 
Mstep: Class 9 contains 151964 members 
Mstep: Class 10 contains 82032 members 
Mstep: Class 11 contains 87912 members 
Mstep: Class 12 contains 166662 members 
Mstep: Class 13 contains 77778 members 
Mstep: Class 14 contains 29190 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 7766 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87722 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336432.000000 Penalty: 76770.804688
Iteration 187Q: 23 clusters Score -1.613364e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157616 members 
Mstep: Class 3 contains 188082 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10860 members 
Mstep: Class 7 contains 153310 members 
Mstep: Class 8 contains 80172 members 
Mstep: Class 9 contains 151961 members 
Mstep: Class 10 contains 82037 members 
Mstep: Class 11 contains 87917 members 
Mstep: Class 12 contains 166627 members 
Mstep: Class 13 contains 77773 members 
Mstep: Class 14 contains 29192 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 7766 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87711 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336496.000000 Penalty: 76770.804688
Iteration 188Q: 23 clusters Score -1.613365e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157625 members 
Mstep: Class 3 contains 188077 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10857 members 
Mstep: Class 7 contains 153331 members 
Mstep: Class 8 contains 80171 members 
Mstep: Class 9 contains 151970 members 
Mstep: Class 10 contains 82036 members 
Mstep: Class 11 contains 87916 members 
Mstep: Class 12 contains 166608 members 
Mstep: Class 13 contains 77772 members 
Mstep: Class 14 contains 29186 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7766 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87708 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336624.000000 Penalty: 76770.804688
Iteration 189Q: 23 clusters Score -1.613366e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157628 members 
Mstep: Class 3 contains 188078 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10854 members 
Mstep: Class 7 contains 153353 members 
Mstep: Class 8 contains 80160 members 
Mstep: Class 9 contains 151988 members 
Mstep: Class 10 contains 82038 members 
Mstep: Class 11 contains 87921 members 
Mstep: Class 12 contains 166594 members 
Mstep: Class 13 contains 77758 members 
Mstep: Class 14 contains 29185 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7768 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87698 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336528.000000 Penalty: 76770.804688
Iteration 190Q: 23 clusters Score -1.613365e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157622 members 
Mstep: Class 3 contains 188097 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10854 members 
Mstep: Class 7 contains 153361 members 
Mstep: Class 8 contains 80149 members 
Mstep: Class 9 contains 151991 members 
Mstep: Class 10 contains 82037 members 
Mstep: Class 11 contains 87928 members 
Mstep: Class 12 contains 166588 members 
Mstep: Class 13 contains 77750 members 
Mstep: Class 14 contains 29188 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7766 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87691 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336432.000000 Penalty: 76770.804688
Iteration 191Q: 23 clusters Score -1.613364e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157625 members 
Mstep: Class 3 contains 188098 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10854 members 
Mstep: Class 7 contains 153394 members 
Mstep: Class 8 contains 80142 members 
Mstep: Class 9 contains 151979 members 
Mstep: Class 10 contains 82039 members 
Mstep: Class 11 contains 87944 members 
Mstep: Class 12 contains 166545 members 
Mstep: Class 13 contains 77758 members 
Mstep: Class 14 contains 29192 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7768 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87684 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336544.000000 Penalty: 76770.804688
Iteration 192Q: 23 clusters Score -1.613365e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157619 members 
Mstep: Class 3 contains 188093 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10854 members 
Mstep: Class 7 contains 153425 members 
Mstep: Class 8 contains 80136 members 
Mstep: Class 9 contains 151985 members 
Mstep: Class 10 contains 82039 members 
Mstep: Class 11 contains 87944 members 
Mstep: Class 12 contains 166531 members 
Mstep: Class 13 contains 77755 members 
Mstep: Class 14 contains 29199 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7769 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87673 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336352.000000 Penalty: 76770.804688
Iteration 193Q: 23 clusters Score -1.613364e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157623 members 
Mstep: Class 3 contains 188088 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10853 members 
Mstep: Class 7 contains 153445 members 
Mstep: Class 8 contains 80129 members 
Mstep: Class 9 contains 151984 members 
Mstep: Class 10 contains 82038 members 
Mstep: Class 11 contains 87935 members 
Mstep: Class 12 contains 166527 members 
Mstep: Class 13 contains 77753 members 
Mstep: Class 14 contains 29201 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87675 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336304.000000 Penalty: 76770.804688
Iteration 194Q: 23 clusters Score -1.613363e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157624 members 
Mstep: Class 3 contains 188101 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 153459 members 
Mstep: Class 8 contains 80112 members 
Mstep: Class 9 contains 151991 members 
Mstep: Class 10 contains 82040 members 
Mstep: Class 11 contains 87927 members 
Mstep: Class 12 contains 166521 members 
Mstep: Class 13 contains 77753 members 
Mstep: Class 14 contains 29201 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7769 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87671 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336496.000000 Penalty: 76770.804688
Iteration 195Q: 23 clusters Score -1.613365e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157627 members 
Mstep: Class 3 contains 188121 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 153456 members 
Mstep: Class 8 contains 80099 members 
Mstep: Class 9 contains 152000 members 
Mstep: Class 10 contains 82038 members 
Mstep: Class 11 contains 87928 members 
Mstep: Class 12 contains 166520 members 
Mstep: Class 13 contains 77743 members 
Mstep: Class 14 contains 29201 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7768 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87667 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336480.000000 Penalty: 76770.804688
Iteration 196Q: 23 clusters Score -1.613365e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157620 members 
Mstep: Class 3 contains 188135 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 153445 members 
Mstep: Class 8 contains 80094 members 
Mstep: Class 9 contains 152016 members 
Mstep: Class 10 contains 82042 members 
Mstep: Class 11 contains 87922 members 
Mstep: Class 12 contains 166523 members 
Mstep: Class 13 contains 77736 members 
Mstep: Class 14 contains 29202 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7768 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87665 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336432.000000 Penalty: 76770.804688
Iteration 197Q: 23 clusters Score -1.613364e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157624 members 
Mstep: Class 3 contains 188147 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 153426 members 
Mstep: Class 8 contains 80093 members 
Mstep: Class 9 contains 152025 members 
Mstep: Class 10 contains 82040 members 
Mstep: Class 11 contains 87913 members 
Mstep: Class 12 contains 166535 members 
Mstep: Class 13 contains 77728 members 
Mstep: Class 14 contains 29208 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7768 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87661 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336544.000000 Penalty: 76770.804688
Iteration 198Q: 23 clusters Score -1.613365e+08 nChanged 228
Entering ConstructFrom: 
Score: -161336544.000000 Penalty: 76770.804688
Entering ConstructFrom: 
Trying to split cluster 1 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -90374.929688 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -90374.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88620.015625 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -88620.02 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -89320.054688 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -89320.05 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -89818.601562 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -89818.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90475.390625 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -90475.39 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91161.804688 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -91161.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91394.882812 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -91394.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -91463.171875 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -91463.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91543.335938 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -91543.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91606.835938 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -91606.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91626.000000 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -91626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91635.250000 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -91635.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91635.250000 Penalty: 3378.377197
	Iteration 11F: 3 clusters Score -91635.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 157621 members 
Mstep: Class 3 contains 188166 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 153415 members 
Mstep: Class 8 contains 80087 members 
Mstep: Class 9 contains 152033 members 
Mstep: Class 10 contains 82042 members 
Mstep: Class 11 contains 87907 members 
Mstep: Class 12 contains 166533 members 
Mstep: Class 13 contains 77721 members 
Mstep: Class 14 contains 29212 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87661 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Mstep: Class 23 contains 385 members 
Entering Unmasked Estep 
Score: -161335920.000000 Penalty: 80260.382812
Splitting cluster 1 changes total score from -161336544.000000 to -161335920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (157621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157621 members 
Entering Unmasked Estep 
Score: -20307116.000000 Penalty: 2968.051270
	Iteration 0F: 2 clusters Score -2.030712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79467 members 
Mstep: Class 2 contains 78154 members 
Entering Unmasked Estep 
Score: -20209212.000000 Penalty: 5936.102539
	Iteration 0F: 3 clusters Score -2.020921e+07 nChanged 75431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 67895 members 
Entering Unmasked Estep 
Score: -20254716.000000 Penalty: 5936.102539
	Iteration 1F: 3 clusters Score -2.025472e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96175 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -20257906.000000 Penalty: 5936.102539
	Iteration 2Q: 3 clusters Score -2.025791e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105186 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -20263450.000000 Penalty: 5936.102539
	Iteration 3F: 3 clusters Score -2.026345e+07 nChanged 12188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116746 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -20271922.000000 Penalty: 5936.102539
	Iteration 4F: 3 clusters Score -2.027192e+07 nChanged 12880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129212 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -20282358.000000 Penalty: 5936.102539
	Iteration 5F: 3 clusters Score -2.028236e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139701 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -20291990.000000 Penalty: 5936.102539
	Iteration 6F: 3 clusters Score -2.029199e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146705 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -20298290.000000 Penalty: 5936.102539
	Iteration 7Q: 3 clusters Score -2.029829e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150766 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -20301968.000000 Penalty: 5936.102539
	Iteration 8Q: 3 clusters Score -2.030197e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153072 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -20303566.000000 Penalty: 5936.102539
	Iteration 9Q: 3 clusters Score -2.030357e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154424 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -20304288.000000 Penalty: 5936.102539
	Iteration 10Q: 3 clusters Score -2.030429e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155252 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -20304652.000000 Penalty: 5936.102539
	Iteration 11Q: 3 clusters Score -2.030465e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155779 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -20304772.000000 Penalty: 5936.102539
	Iteration 12Q: 3 clusters Score -2.030477e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156136 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -20304844.000000 Penalty: 5936.102539
	Iteration 13Q: 3 clusters Score -2.030484e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156418 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -20304942.000000 Penalty: 5936.102539
	Iteration 14Q: 3 clusters Score -2.030494e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156601 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -20305004.000000 Penalty: 5936.102539
	Iteration 15Q: 3 clusters Score -2.0305e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156697 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -20304972.000000 Penalty: 5936.102539
	Iteration 16Q: 3 clusters Score -2.030497e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156765 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -20304968.000000 Penalty: 5936.102539
	Iteration 17Q: 3 clusters Score -2.030497e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156808 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -20304966.000000 Penalty: 5936.102539
	Iteration 18Q: 3 clusters Score -2.030497e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156841 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -20304976.000000 Penalty: 5936.102539
	Iteration 19Q: 3 clusters Score -2.030498e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156875 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -20304954.000000 Penalty: 5936.102539
	Iteration 20F: 3 clusters Score -2.030495e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156897 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -20304946.000000 Penalty: 5936.102539
	Iteration 21Q: 3 clusters Score -2.030495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156912 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -20304956.000000 Penalty: 5936.102539
	Iteration 22Q: 3 clusters Score -2.030496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156922 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -20304958.000000 Penalty: 5936.102539
	Iteration 23Q: 3 clusters Score -2.030496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156931 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -20304968.000000 Penalty: 5936.102539
	Iteration 24Q: 3 clusters Score -2.030497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -20304956.000000 Penalty: 5936.102539
	Iteration 25Q: 3 clusters Score -2.030496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156943 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -20304956.000000 Penalty: 5936.102539
	Iteration 26Q: 3 clusters Score -2.030496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156945 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -20304958.000000 Penalty: 5936.102539
	Iteration 27Q: 3 clusters Score -2.030496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -20304970.000000 Penalty: 5936.102539
	Iteration 28Q: 3 clusters Score -2.030497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -20304970.000000 Penalty: 5936.102539
	Iteration 29F: 3 clusters Score -2.030497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (188166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188166 members 
Entering Unmasked Estep 
Score: -23906516.000000 Penalty: 3011.979736
	Iteration 0F: 2 clusters Score -2.390652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 94097 members 
Entering Unmasked Estep 
Score: -23786274.000000 Penalty: 6023.959473
	Iteration 0F: 3 clusters Score -2.378627e+07 nChanged 90595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 94842 members 
Entering Unmasked Estep 
Score: -23838846.000000 Penalty: 6023.959473
	Iteration 1F: 3 clusters Score -2.383885e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92228 members 
Mstep: Class 2 contains 95938 members 
Entering Unmasked Estep 
Score: -23839704.000000 Penalty: 6023.959473
	Iteration 2Q: 3 clusters Score -2.38397e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90474 members 
Mstep: Class 2 contains 97692 members 
Entering Unmasked Estep 
Score: -23840766.000000 Penalty: 6023.959473
	Iteration 3Q: 3 clusters Score -2.384077e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 100435 members 
Entering Unmasked Estep 
Score: -23842082.000000 Penalty: 6023.959473
	Iteration 4Q: 3 clusters Score -2.384208e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 104530 members 
Entering Unmasked Estep 
Score: -23844284.000000 Penalty: 6023.959473
	Iteration 5Q: 3 clusters Score -2.384428e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 110401 members 
Entering Unmasked Estep 
Score: -23847536.000000 Penalty: 6023.959473
	Iteration 6Q: 3 clusters Score -2.384754e+07 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Mstep: Class 2 contains 118501 members 
Entering Unmasked Estep 
Score: -23852708.000000 Penalty: 6023.959473
	Iteration 7F: 3 clusters Score -2.385271e+07 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59155 members 
Mstep: Class 2 contains 129011 members 
Entering Unmasked Estep 
Score: -23860318.000000 Penalty: 6023.959473
	Iteration 8F: 3 clusters Score -2.386032e+07 nChanged 13807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 141460 members 
Entering Unmasked Estep 
Score: -23870610.000000 Penalty: 6023.959473
	Iteration 9F: 3 clusters Score -2.387061e+07 nChanged 14148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 154676 members 
Entering Unmasked Estep 
Score: -23882510.000000 Penalty: 6023.959473
	Iteration 10F: 3 clusters Score -2.388251e+07 nChanged 12252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 166528 members 
Entering Unmasked Estep 
Score: -23891778.000000 Penalty: 6023.959473
	Iteration 11F: 3 clusters Score -2.389178e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 175341 members 
Entering Unmasked Estep 
Score: -23897858.000000 Penalty: 6023.959473
	Iteration 12Q: 3 clusters Score -2.389786e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 180855 members 
Entering Unmasked Estep 
Score: -23901254.000000 Penalty: 6023.959473
	Iteration 13Q: 3 clusters Score -2.390125e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 183955 members 
Entering Unmasked Estep 
Score: -23902808.000000 Penalty: 6023.959473
	Iteration 14Q: 3 clusters Score -2.390281e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 185604 members 
Entering Unmasked Estep 
Score: -23903328.000000 Penalty: 6023.959473
	Iteration 15Q: 3 clusters Score -2.390333e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 186453 members 
Entering Unmasked Estep 
Score: -23903710.000000 Penalty: 6023.959473
	Iteration 16Q: 3 clusters Score -2.390371e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 186906 members 
Entering Unmasked Estep 
Score: -23903820.000000 Penalty: 6023.959473
	Iteration 17Q: 3 clusters Score -2.390382e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 187180 members 
Entering Unmasked Estep 
Score: -23903924.000000 Penalty: 6023.959473
	Iteration 18Q: 3 clusters Score -2.390392e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 187335 members 
Entering Unmasked Estep 
Score: -23903960.000000 Penalty: 6023.959473
	Iteration 19Q: 3 clusters Score -2.390396e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 187438 members 
Entering Unmasked Estep 
Score: -23903988.000000 Penalty: 6023.959473
	Iteration 20F: 3 clusters Score -2.390399e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 187492 members 
Entering Unmasked Estep 
Score: -23903994.000000 Penalty: 6023.959473
	Iteration 21Q: 3 clusters Score -2.390399e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 187529 members 
Entering Unmasked Estep 
Score: -23903980.000000 Penalty: 6023.959473
	Iteration 22Q: 3 clusters Score -2.390398e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 187552 members 
Entering Unmasked Estep 
Score: -23904002.000000 Penalty: 6023.959473
	Iteration 23Q: 3 clusters Score -2.3904e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 187574 members 
Entering Unmasked Estep 
Score: -23904000.000000 Penalty: 6023.959473
	Iteration 24Q: 3 clusters Score -2.3904e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 187596 members 
Entering Unmasked Estep 
Score: -23904016.000000 Penalty: 6023.959473
	Iteration 25Q: 3 clusters Score -2.390402e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 187611 members 
Entering Unmasked Estep 
Score: -23904008.000000 Penalty: 6023.959473
	Iteration 26Q: 3 clusters Score -2.390401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 187622 members 
Entering Unmasked Estep 
Score: -23904042.000000 Penalty: 6023.959473
	Iteration 27Q: 3 clusters Score -2.390404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 187632 members 
Entering Unmasked Estep 
Score: -23904058.000000 Penalty: 6023.959473
	Iteration 28Q: 3 clusters Score -2.390406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 187644 members 
Entering Unmasked Estep 
Score: -23904062.000000 Penalty: 6023.959473
	Iteration 29Q: 3 clusters Score -2.390406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 187650 members 
Entering Unmasked Estep 
Score: -23904070.000000 Penalty: 6023.959473
	Iteration 30Q: 3 clusters Score -2.390407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 187651 members 
Entering Unmasked Estep 
Score: -23904078.000000 Penalty: 6023.959473
	Iteration 31Q: 3 clusters Score -2.390408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 187657 members 
Entering Unmasked Estep 
Score: -23904088.000000 Penalty: 6023.959473
	Iteration 32Q: 3 clusters Score -2.390409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 187661 members 
Entering Unmasked Estep 
Score: -23904090.000000 Penalty: 6023.959473
	Iteration 33Q: 3 clusters Score -2.390409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 187665 members 
Entering Unmasked Estep 
Score: -23904108.000000 Penalty: 6023.959473
	Iteration 34Q: 3 clusters Score -2.390411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 187667 members 
Entering Unmasked Estep 
Score: -23904104.000000 Penalty: 6023.959473
	Iteration 35Q: 3 clusters Score -2.39041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 187670 members 
Entering Unmasked Estep 
Score: -23904114.000000 Penalty: 6023.959473
	Iteration 36Q: 3 clusters Score -2.390411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 187671 members 
Entering Unmasked Estep 
Score: -23904118.000000 Penalty: 6023.959473
	Iteration 37Q: 3 clusters Score -2.390412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 187675 members 
Entering Unmasked Estep 
Score: -23904128.000000 Penalty: 6023.959473
	Iteration 38Q: 3 clusters Score -2.390413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 187679 members 
Entering Unmasked Estep 
Score: -23904128.000000 Penalty: 6023.959473
	Iteration 39Q: 3 clusters Score -2.390413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 187684 members 
Entering Unmasked Estep 
Score: -23904118.000000 Penalty: 6023.959473
	Iteration 40F: 3 clusters Score -2.390412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 187689 members 
Entering Unmasked Estep 
Score: -23904116.000000 Penalty: 6023.959473
	Iteration 41Q: 3 clusters Score -2.390412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 187691 members 
Entering Unmasked Estep 
Score: -23904114.000000 Penalty: 6023.959473
	Iteration 42Q: 3 clusters Score -2.390411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 187696 members 
Entering Unmasked Estep 
Score: -23904124.000000 Penalty: 6023.959473
	Iteration 43Q: 3 clusters Score -2.390412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 187699 members 
Entering Unmasked Estep 
Score: -23904122.000000 Penalty: 6023.959473
	Iteration 44Q: 3 clusters Score -2.390412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 187704 members 
Entering Unmasked Estep 
Score: -23904126.000000 Penalty: 6023.959473
	Iteration 45Q: 3 clusters Score -2.390413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 187709 members 
Entering Unmasked Estep 
Score: -23904122.000000 Penalty: 6023.959473
	Iteration 46Q: 3 clusters Score -2.390412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 187709 members 
Entering Unmasked Estep 
Score: -23904126.000000 Penalty: 6023.959473
	Iteration 47Q: 3 clusters Score -2.390413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 187709 members 
Entering Unmasked Estep 
Score: -23904124.000000 Penalty: 6023.959473
	Iteration 48Q: 3 clusters Score -2.390412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 187710 members 
Entering Unmasked Estep 
Score: -23904124.000000 Penalty: 6023.959473
	Iteration 49Q: 3 clusters Score -2.390412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 187710 members 
Entering Unmasked Estep 
Score: -23904124.000000 Penalty: 6023.959473
	Iteration 50F: 3 clusters Score -2.390412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -87569.906250 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -87569.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -85850.898438 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -85850.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86119.164062 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -86119.16 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -86211.312500 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -86211.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -86270.929688 Penalty: 3297.253418
	Iteration 3Q: 3 clusters Score -86270.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -86318.171875 Penalty: 3297.253418
	Iteration 4Q: 3 clusters Score -86318.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -86378.460938 Penalty: 3297.253418
	Iteration 5Q: 3 clusters Score -86378.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -86418.820312 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -86418.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -86441.945312 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -86441.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -86461.656250 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -86461.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -86471.328125 Penalty: 3297.253418
	Iteration 9Q: 3 clusters Score -86471.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -86476.976562 Penalty: 3297.253418
	Iteration 10Q: 3 clusters Score -86476.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -86480.179688 Penalty: 3297.253418
	Iteration 11Q: 3 clusters Score -86480.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -86481.539062 Penalty: 3297.253418
	Iteration 12Q: 3 clusters Score -86481.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -86482.804688 Penalty: 3297.253418
	Iteration 13Q: 3 clusters Score -86482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -86487.890625 Penalty: 3297.253418
	Iteration 14Q: 3 clusters Score -86487.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -86492.070312 Penalty: 3297.253418
	Iteration 15Q: 3 clusters Score -86492.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -86495.562500 Penalty: 3297.253418
	Iteration 16Q: 3 clusters Score -86495.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -86496.046875 Penalty: 3297.253418
	Iteration 17Q: 3 clusters Score -86496.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -86496.046875 Penalty: 3297.253418
	Iteration 18F: 3 clusters Score -86496.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -39156.191406 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -39156.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37806.113281 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -37806.11 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38021.953125 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -38021.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38215.062500 Penalty: 2973.004883
	Iteration 2F: 3 clusters Score -38215.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38408.710938 Penalty: 2973.004883
	Iteration 3F: 3 clusters Score -38408.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38492.843750 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -38492.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38578.531250 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -38578.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38631.015625 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -38631.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -38674.617188 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -38674.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38696.601562 Penalty: 2973.004883
	Iteration 8Q: 3 clusters Score -38696.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38731.035156 Penalty: 2973.004883
	Iteration 9Q: 3 clusters Score -38731.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -38809.191406 Penalty: 2973.004883
	Iteration 10Q: 3 clusters Score -38809.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38913.992188 Penalty: 2973.004883
	Iteration 11Q: 3 clusters Score -38913.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38928.921875 Penalty: 2973.004883
	Iteration 12Q: 3 clusters Score -38928.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -38951.988281 Penalty: 2973.004883
	Iteration 13Q: 3 clusters Score -38951.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38964.285156 Penalty: 2973.004883
	Iteration 14Q: 3 clusters Score -38964.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38981.515625 Penalty: 2973.004883
	Iteration 15Q: 3 clusters Score -38981.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39002.343750 Penalty: 2973.004883
	Iteration 16Q: 3 clusters Score -39002.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -39033.800781 Penalty: 2973.004883
	Iteration 17Q: 3 clusters Score -39033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -39120.207031 Penalty: 2973.004883
	Iteration 18Q: 3 clusters Score -39120.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -39211.089844 Penalty: 2973.004883
	Iteration 19Q: 3 clusters Score -39211.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -39233.808594 Penalty: 2973.004883
	Iteration 20F: 3 clusters Score -39233.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -39244.093750 Penalty: 2973.004883
	Iteration 21Q: 3 clusters Score -39244.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -39284.156250 Penalty: 2973.004883
	Iteration 22Q: 3 clusters Score -39284.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -39320.960938 Penalty: 2973.004883
	Iteration 23Q: 3 clusters Score -39320.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -39320.960938 Penalty: 2973.004883
	Iteration 24F: 3 clusters Score -39320.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157621 members 
Mstep: Class 3 contains 188166 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 153415 members 
Mstep: Class 8 contains 80087 members 
Mstep: Class 9 contains 152033 members 
Mstep: Class 10 contains 82042 members 
Mstep: Class 11 contains 87907 members 
Mstep: Class 12 contains 166533 members 
Mstep: Class 13 contains 77721 members 
Mstep: Class 14 contains 29212 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87661 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 479 members 
Mstep: Class 23 contains 117 members 
Entering Unmasked Estep 
Score: -161334896.000000 Penalty: 80260.382812
Splitting cluster 5 changes total score from -161336544.000000 to -161334896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (10852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Entering Unmasked Estep 
Score: -1324558.625000 Penalty: 2304.441895
	Iteration 0F: 2 clusters Score -1324559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1316388.750000 Penalty: 4608.883789
	Iteration 0F: 3 clusters Score -1316389 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1318844.375000 Penalty: 4608.883789
	Iteration 1F: 3 clusters Score -1318844 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1319241.750000 Penalty: 4608.883789
	Iteration 2F: 3 clusters Score -1319242 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1319577.875000 Penalty: 4608.883789
	Iteration 3F: 3 clusters Score -1319578 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1319907.750000 Penalty: 4608.883789
	Iteration 4F: 3 clusters Score -1319908 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1320252.500000 Penalty: 4608.883789
	Iteration 5F: 3 clusters Score -1320252 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1320562.000000 Penalty: 4608.883789
	Iteration 6Q: 3 clusters Score -1320562 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1320822.000000 Penalty: 4608.883789
	Iteration 7Q: 3 clusters Score -1320822 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1321054.750000 Penalty: 4608.883789
	Iteration 8Q: 3 clusters Score -1321055 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1321262.250000 Penalty: 4608.883789
	Iteration 9Q: 3 clusters Score -1321262 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1321470.500000 Penalty: 4608.883789
	Iteration 10Q: 3 clusters Score -1321470 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1321642.250000 Penalty: 4608.883789
	Iteration 11Q: 3 clusters Score -1321642 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1321822.750000 Penalty: 4608.883789
	Iteration 12Q: 3 clusters Score -1321823 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1321978.125000 Penalty: 4608.883789
	Iteration 13Q: 3 clusters Score -1321978 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1322101.625000 Penalty: 4608.883789
	Iteration 14Q: 3 clusters Score -1322102 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1322178.250000 Penalty: 4608.883789
	Iteration 15Q: 3 clusters Score -1322178 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1322250.500000 Penalty: 4608.883789
	Iteration 16Q: 3 clusters Score -1322250 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1322306.125000 Penalty: 4608.883789
	Iteration 17Q: 3 clusters Score -1322306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1322343.625000 Penalty: 4608.883789
	Iteration 18Q: 3 clusters Score -1322344 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1322381.000000 Penalty: 4608.883789
	Iteration 19Q: 3 clusters Score -1322381 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1322409.125000 Penalty: 4608.883789
	Iteration 20F: 3 clusters Score -1322409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1322427.000000 Penalty: 4608.883789
	Iteration 21Q: 3 clusters Score -1322427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1322447.875000 Penalty: 4608.883789
	Iteration 22Q: 3 clusters Score -1322448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1322461.500000 Penalty: 4608.883789
	Iteration 23Q: 3 clusters Score -1322462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1322470.750000 Penalty: 4608.883789
	Iteration 24Q: 3 clusters Score -1322471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1322483.375000 Penalty: 4608.883789
	Iteration 25Q: 3 clusters Score -1322483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1322494.375000 Penalty: 4608.883789
	Iteration 26Q: 3 clusters Score -1322494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1322498.625000 Penalty: 4608.883789
	Iteration 27Q: 3 clusters Score -1322499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1322501.375000 Penalty: 4608.883789
	Iteration 28Q: 3 clusters Score -1322501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1322504.250000 Penalty: 4608.883789
	Iteration 29Q: 3 clusters Score -1322504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1322504.250000 Penalty: 4608.883789
	Iteration 30F: 3 clusters Score -1322504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (153415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153415 members 
Entering Unmasked Estep 
Score: -19538718.000000 Penalty: 2961.343750
	Iteration 0F: 2 clusters Score -1.953872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76604 members 
Mstep: Class 2 contains 76811 members 
Entering Unmasked Estep 
Score: -19437542.000000 Penalty: 5922.687500
	Iteration 0F: 3 clusters Score -1.943754e+07 nChanged 73491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74555 members 
Mstep: Class 2 contains 78860 members 
Entering Unmasked Estep 
Score: -19480842.000000 Penalty: 5922.687500
	Iteration 1F: 3 clusters Score -1.948084e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 80689 members 
Entering Unmasked Estep 
Score: -19482376.000000 Penalty: 5922.687500
	Iteration 2Q: 3 clusters Score -1.948238e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 83771 members 
Entering Unmasked Estep 
Score: -19485416.000000 Penalty: 5922.687500
	Iteration 3Q: 3 clusters Score -1.948542e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64683 members 
Mstep: Class 2 contains 88732 members 
Entering Unmasked Estep 
Score: -19490390.000000 Penalty: 5922.687500
	Iteration 4F: 3 clusters Score -1.949039e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 95775 members 
Entering Unmasked Estep 
Score: -19499066.000000 Penalty: 5922.687500
	Iteration 5F: 3 clusters Score -1.949907e+07 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 103834 members 
Entering Unmasked Estep 
Score: -19510574.000000 Penalty: 5922.687500
	Iteration 6F: 3 clusters Score -1.951057e+07 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 110489 members 
Entering Unmasked Estep 
Score: -19521556.000000 Penalty: 5922.687500
	Iteration 7F: 3 clusters Score -1.952156e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 114470 members 
Entering Unmasked Estep 
Score: -19527806.000000 Penalty: 5922.687500
	Iteration 8F: 3 clusters Score -1.952781e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 116999 members 
Entering Unmasked Estep 
Score: -19529982.000000 Penalty: 5922.687500
	Iteration 9Q: 3 clusters Score -1.952998e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 119132 members 
Entering Unmasked Estep 
Score: -19531198.000000 Penalty: 5922.687500
	Iteration 10Q: 3 clusters Score -1.95312e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 121107 members 
Entering Unmasked Estep 
Score: -19532068.000000 Penalty: 5922.687500
	Iteration 11Q: 3 clusters Score -1.953207e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 122926 members 
Entering Unmasked Estep 
Score: -19532890.000000 Penalty: 5922.687500
	Iteration 12Q: 3 clusters Score -1.953289e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 124628 members 
Entering Unmasked Estep 
Score: -19533600.000000 Penalty: 5922.687500
	Iteration 13Q: 3 clusters Score -1.95336e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 126276 members 
Entering Unmasked Estep 
Score: -19534112.000000 Penalty: 5922.687500
	Iteration 14Q: 3 clusters Score -1.953411e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 127758 members 
Entering Unmasked Estep 
Score: -19534686.000000 Penalty: 5922.687500
	Iteration 15Q: 3 clusters Score -1.953469e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 129213 members 
Entering Unmasked Estep 
Score: -19535156.000000 Penalty: 5922.687500
	Iteration 16Q: 3 clusters Score -1.953516e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 130620 members 
Entering Unmasked Estep 
Score: -19535666.000000 Penalty: 5922.687500
	Iteration 17Q: 3 clusters Score -1.953567e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 131963 members 
Entering Unmasked Estep 
Score: -19536036.000000 Penalty: 5922.687500
	Iteration 18Q: 3 clusters Score -1.953604e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 133101 members 
Entering Unmasked Estep 
Score: -19536332.000000 Penalty: 5922.687500
	Iteration 19Q: 3 clusters Score -1.953633e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 134167 members 
Entering Unmasked Estep 
Score: -19536638.000000 Penalty: 5922.687500
	Iteration 20F: 3 clusters Score -1.953664e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 135156 members 
Entering Unmasked Estep 
Score: -19536966.000000 Penalty: 5922.687500
	Iteration 21Q: 3 clusters Score -1.953697e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 136048 members 
Entering Unmasked Estep 
Score: -19537178.000000 Penalty: 5922.687500
	Iteration 22Q: 3 clusters Score -1.953718e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 136812 members 
Entering Unmasked Estep 
Score: -19537328.000000 Penalty: 5922.687500
	Iteration 23Q: 3 clusters Score -1.953733e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 137508 members 
Entering Unmasked Estep 
Score: -19537522.000000 Penalty: 5922.687500
	Iteration 24Q: 3 clusters Score -1.953752e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 138214 members 
Entering Unmasked Estep 
Score: -19537688.000000 Penalty: 5922.687500
	Iteration 25Q: 3 clusters Score -1.953769e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 138833 members 
Entering Unmasked Estep 
Score: -19537894.000000 Penalty: 5922.687500
	Iteration 26Q: 3 clusters Score -1.953789e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 139403 members 
Entering Unmasked Estep 
Score: -19537962.000000 Penalty: 5922.687500
	Iteration 27Q: 3 clusters Score -1.953796e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 139976 members 
Entering Unmasked Estep 
Score: -19538112.000000 Penalty: 5922.687500
	Iteration 28Q: 3 clusters Score -1.953811e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 140523 members 
Entering Unmasked Estep 
Score: -19538256.000000 Penalty: 5922.687500
	Iteration 29Q: 3 clusters Score -1.953826e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 141026 members 
Entering Unmasked Estep 
Score: -19538422.000000 Penalty: 5922.687500
	Iteration 30Q: 3 clusters Score -1.953842e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 141499 members 
Entering Unmasked Estep 
Score: -19538434.000000 Penalty: 5922.687500
	Iteration 31Q: 3 clusters Score -1.953843e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 141884 members 
Entering Unmasked Estep 
Score: -19538454.000000 Penalty: 5922.687500
	Iteration 32Q: 3 clusters Score -1.953845e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 142276 members 
Entering Unmasked Estep 
Score: -19538536.000000 Penalty: 5922.687500
	Iteration 33Q: 3 clusters Score -1.953854e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 142626 members 
Entering Unmasked Estep 
Score: -19538562.000000 Penalty: 5922.687500
	Iteration 34Q: 3 clusters Score -1.953856e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 142955 members 
Entering Unmasked Estep 
Score: -19538624.000000 Penalty: 5922.687500
	Iteration 35Q: 3 clusters Score -1.953862e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 143284 members 
Entering Unmasked Estep 
Score: -19538768.000000 Penalty: 5922.687500
	Iteration 36Q: 3 clusters Score -1.953877e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 143608 members 
Entering Unmasked Estep 
Score: -19538762.000000 Penalty: 5922.687500
	Iteration 37Q: 3 clusters Score -1.953876e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 143892 members 
Entering Unmasked Estep 
Score: -19538802.000000 Penalty: 5922.687500
	Iteration 38Q: 3 clusters Score -1.95388e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 144164 members 
Entering Unmasked Estep 
Score: -19538820.000000 Penalty: 5922.687500
	Iteration 39Q: 3 clusters Score -1.953882e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 144424 members 
Entering Unmasked Estep 
Score: -19538812.000000 Penalty: 5922.687500
	Iteration 40F: 3 clusters Score -1.953881e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 144656 members 
Entering Unmasked Estep 
Score: -19538842.000000 Penalty: 5922.687500
	Iteration 41Q: 3 clusters Score -1.953884e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 144882 members 
Entering Unmasked Estep 
Score: -19538794.000000 Penalty: 5922.687500
	Iteration 42Q: 3 clusters Score -1.953879e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 145097 members 
Entering Unmasked Estep 
Score: -19538784.000000 Penalty: 5922.687500
	Iteration 43Q: 3 clusters Score -1.953878e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 145283 members 
Entering Unmasked Estep 
Score: -19538798.000000 Penalty: 5922.687500
	Iteration 44Q: 3 clusters Score -1.95388e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 145473 members 
Entering Unmasked Estep 
Score: -19538764.000000 Penalty: 5922.687500
	Iteration 45Q: 3 clusters Score -1.953876e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 145637 members 
Entering Unmasked Estep 
Score: -19538816.000000 Penalty: 5922.687500
	Iteration 46Q: 3 clusters Score -1.953882e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 145790 members 
Entering Unmasked Estep 
Score: -19538844.000000 Penalty: 5922.687500
	Iteration 47Q: 3 clusters Score -1.953884e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 145935 members 
Entering Unmasked Estep 
Score: -19538816.000000 Penalty: 5922.687500
	Iteration 48Q: 3 clusters Score -1.953882e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 146073 members 
Entering Unmasked Estep 
Score: -19538850.000000 Penalty: 5922.687500
	Iteration 49Q: 3 clusters Score -1.953885e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 146187 members 
Entering Unmasked Estep 
Score: -19538846.000000 Penalty: 5922.687500
	Iteration 50Q: 3 clusters Score -1.953885e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 146300 members 
Entering Unmasked Estep 
Score: -19538856.000000 Penalty: 5922.687500
	Iteration 51Q: 3 clusters Score -1.953886e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 146400 members 
Entering Unmasked Estep 
Score: -19538844.000000 Penalty: 5922.687500
	Iteration 52Q: 3 clusters Score -1.953884e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 146511 members 
Entering Unmasked Estep 
Score: -19538854.000000 Penalty: 5922.687500
	Iteration 53Q: 3 clusters Score -1.953885e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 146635 members 
Entering Unmasked Estep 
Score: -19538830.000000 Penalty: 5922.687500
	Iteration 54Q: 3 clusters Score -1.953883e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 146751 members 
Entering Unmasked Estep 
Score: -19538798.000000 Penalty: 5922.687500
	Iteration 55Q: 3 clusters Score -1.95388e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 146860 members 
Entering Unmasked Estep 
Score: -19538782.000000 Penalty: 5922.687500
	Iteration 56Q: 3 clusters Score -1.953878e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 146964 members 
Entering Unmasked Estep 
Score: -19538770.000000 Penalty: 5922.687500
	Iteration 57Q: 3 clusters Score -1.953877e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 147056 members 
Entering Unmasked Estep 
Score: -19538772.000000 Penalty: 5922.687500
	Iteration 58Q: 3 clusters Score -1.953877e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 147131 members 
Entering Unmasked Estep 
Score: -19538778.000000 Penalty: 5922.687500
	Iteration 59Q: 3 clusters Score -1.953878e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 147214 members 
Entering Unmasked Estep 
Score: -19538790.000000 Penalty: 5922.687500
	Iteration 60F: 3 clusters Score -1.953879e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 147290 members 
Entering Unmasked Estep 
Score: -19538776.000000 Penalty: 5922.687500
	Iteration 61Q: 3 clusters Score -1.953878e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 147363 members 
Entering Unmasked Estep 
Score: -19538784.000000 Penalty: 5922.687500
	Iteration 62Q: 3 clusters Score -1.953878e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 147428 members 
Entering Unmasked Estep 
Score: -19538774.000000 Penalty: 5922.687500
	Iteration 63Q: 3 clusters Score -1.953877e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 147495 members 
Entering Unmasked Estep 
Score: -19538772.000000 Penalty: 5922.687500
	Iteration 64Q: 3 clusters Score -1.953877e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 147566 members 
Entering Unmasked Estep 
Score: -19538768.000000 Penalty: 5922.687500
	Iteration 65Q: 3 clusters Score -1.953877e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 147618 members 
Entering Unmasked Estep 
Score: -19538784.000000 Penalty: 5922.687500
	Iteration 66Q: 3 clusters Score -1.953878e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 147675 members 
Entering Unmasked Estep 
Score: -19538766.000000 Penalty: 5922.687500
	Iteration 67Q: 3 clusters Score -1.953877e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 147738 members 
Entering Unmasked Estep 
Score: -19538744.000000 Penalty: 5922.687500
	Iteration 68Q: 3 clusters Score -1.953874e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 147796 members 
Entering Unmasked Estep 
Score: -19538728.000000 Penalty: 5922.687500
	Iteration 69Q: 3 clusters Score -1.953873e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 147840 members 
Entering Unmasked Estep 
Score: -19538680.000000 Penalty: 5922.687500
	Iteration 70Q: 3 clusters Score -1.953868e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 147892 members 
Entering Unmasked Estep 
Score: -19538706.000000 Penalty: 5922.687500
	Iteration 71Q: 3 clusters Score -1.953871e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 147940 members 
Entering Unmasked Estep 
Score: -19538698.000000 Penalty: 5922.687500
	Iteration 72Q: 3 clusters Score -1.95387e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 147976 members 
Entering Unmasked Estep 
Score: -19538706.000000 Penalty: 5922.687500
	Iteration 73Q: 3 clusters Score -1.953871e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 148004 members 
Entering Unmasked Estep 
Score: -19538708.000000 Penalty: 5922.687500
	Iteration 74Q: 3 clusters Score -1.953871e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 148022 members 
Entering Unmasked Estep 
Score: -19538726.000000 Penalty: 5922.687500
	Iteration 75Q: 3 clusters Score -1.953873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 148039 members 
Entering Unmasked Estep 
Score: -19538702.000000 Penalty: 5922.687500
	Iteration 76Q: 3 clusters Score -1.95387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 148054 members 
Entering Unmasked Estep 
Score: -19538712.000000 Penalty: 5922.687500
	Iteration 77Q: 3 clusters Score -1.953871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 148074 members 
Entering Unmasked Estep 
Score: -19538724.000000 Penalty: 5922.687500
	Iteration 78Q: 3 clusters Score -1.953872e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 148099 members 
Entering Unmasked Estep 
Score: -19538734.000000 Penalty: 5922.687500
	Iteration 79Q: 3 clusters Score -1.953873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 148116 members 
Entering Unmasked Estep 
Score: -19538712.000000 Penalty: 5922.687500
	Iteration 80F: 3 clusters Score -1.953871e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 148139 members 
Entering Unmasked Estep 
Score: -19538738.000000 Penalty: 5922.687500
	Iteration 81Q: 3 clusters Score -1.953874e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 148162 members 
Entering Unmasked Estep 
Score: -19538738.000000 Penalty: 5922.687500
	Iteration 82Q: 3 clusters Score -1.953874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 148181 members 
Entering Unmasked Estep 
Score: -19538744.000000 Penalty: 5922.687500
	Iteration 83Q: 3 clusters Score -1.953874e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 148204 members 
Entering Unmasked Estep 
Score: -19538734.000000 Penalty: 5922.687500
	Iteration 84Q: 3 clusters Score -1.953873e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 148228 members 
Entering Unmasked Estep 
Score: -19538716.000000 Penalty: 5922.687500
	Iteration 85Q: 3 clusters Score -1.953872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 148245 members 
Entering Unmasked Estep 
Score: -19538706.000000 Penalty: 5922.687500
	Iteration 86Q: 3 clusters Score -1.953871e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 148262 members 
Entering Unmasked Estep 
Score: -19538712.000000 Penalty: 5922.687500
	Iteration 87Q: 3 clusters Score -1.953871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 148278 members 
Entering Unmasked Estep 
Score: -19538724.000000 Penalty: 5922.687500
	Iteration 88Q: 3 clusters Score -1.953872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 148296 members 
Entering Unmasked Estep 
Score: -19538710.000000 Penalty: 5922.687500
	Iteration 89Q: 3 clusters Score -1.953871e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 148314 members 
Entering Unmasked Estep 
Score: -19538722.000000 Penalty: 5922.687500
	Iteration 90Q: 3 clusters Score -1.953872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 148329 members 
Entering Unmasked Estep 
Score: -19538718.000000 Penalty: 5922.687500
	Iteration 91Q: 3 clusters Score -1.953872e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 148345 members 
Entering Unmasked Estep 
Score: -19538728.000000 Penalty: 5922.687500
	Iteration 92Q: 3 clusters Score -1.953873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 148362 members 
Entering Unmasked Estep 
Score: -19538708.000000 Penalty: 5922.687500
	Iteration 93Q: 3 clusters Score -1.953871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 148378 members 
Entering Unmasked Estep 
Score: -19538700.000000 Penalty: 5922.687500
	Iteration 94Q: 3 clusters Score -1.95387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 148391 members 
Entering Unmasked Estep 
Score: -19538696.000000 Penalty: 5922.687500
	Iteration 95Q: 3 clusters Score -1.95387e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 148409 members 
Entering Unmasked Estep 
Score: -19538666.000000 Penalty: 5922.687500
	Iteration 96Q: 3 clusters Score -1.953867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 148425 members 
Entering Unmasked Estep 
Score: -19538676.000000 Penalty: 5922.687500
	Iteration 97Q: 3 clusters Score -1.953868e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 148448 members 
Entering Unmasked Estep 
Score: -19538678.000000 Penalty: 5922.687500
	Iteration 98Q: 3 clusters Score -1.953868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 148463 members 
Entering Unmasked Estep 
Score: -19538666.000000 Penalty: 5922.687500
	Iteration 99Q: 3 clusters Score -1.953867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 148480 members 
Entering Unmasked Estep 
Score: -19538652.000000 Penalty: 5922.687500
	Iteration 100F: 3 clusters Score -1.953865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 148500 members 
Entering Unmasked Estep 
Score: -19538648.000000 Penalty: 5922.687500
	Iteration 101Q: 3 clusters Score -1.953865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 148517 members 
Entering Unmasked Estep 
Score: -19538646.000000 Penalty: 5922.687500
	Iteration 102Q: 3 clusters Score -1.953865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 148536 members 
Entering Unmasked Estep 
Score: -19538658.000000 Penalty: 5922.687500
	Iteration 103Q: 3 clusters Score -1.953866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 148557 members 
Entering Unmasked Estep 
Score: -19538634.000000 Penalty: 5922.687500
	Iteration 104Q: 3 clusters Score -1.953863e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 148585 members 
Entering Unmasked Estep 
Score: -19538618.000000 Penalty: 5922.687500
	Iteration 105Q: 3 clusters Score -1.953862e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 148609 members 
Entering Unmasked Estep 
Score: -19538632.000000 Penalty: 5922.687500
	Iteration 106Q: 3 clusters Score -1.953863e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 148632 members 
Entering Unmasked Estep 
Score: -19538630.000000 Penalty: 5922.687500
	Iteration 107Q: 3 clusters Score -1.953863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 148650 members 
Entering Unmasked Estep 
Score: -19538628.000000 Penalty: 5922.687500
	Iteration 108Q: 3 clusters Score -1.953863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 148670 members 
Entering Unmasked Estep 
Score: -19538612.000000 Penalty: 5922.687500
	Iteration 109Q: 3 clusters Score -1.953861e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 148696 members 
Entering Unmasked Estep 
Score: -19538608.000000 Penalty: 5922.687500
	Iteration 110Q: 3 clusters Score -1.953861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 148716 members 
Entering Unmasked Estep 
Score: -19538610.000000 Penalty: 5922.687500
	Iteration 111Q: 3 clusters Score -1.953861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 148736 members 
Entering Unmasked Estep 
Score: -19538606.000000 Penalty: 5922.687500
	Iteration 112Q: 3 clusters Score -1.953861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 148752 members 
Entering Unmasked Estep 
Score: -19538604.000000 Penalty: 5922.687500
	Iteration 113Q: 3 clusters Score -1.95386e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 148775 members 
Entering Unmasked Estep 
Score: -19538620.000000 Penalty: 5922.687500
	Iteration 114Q: 3 clusters Score -1.953862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 148789 members 
Entering Unmasked Estep 
Score: -19538630.000000 Penalty: 5922.687500
	Iteration 115Q: 3 clusters Score -1.953863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 148801 members 
Entering Unmasked Estep 
Score: -19538630.000000 Penalty: 5922.687500
	Iteration 116Q: 3 clusters Score -1.953863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 148813 members 
Entering Unmasked Estep 
Score: -19538636.000000 Penalty: 5922.687500
	Iteration 117Q: 3 clusters Score -1.953864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 148824 members 
Entering Unmasked Estep 
Score: -19538616.000000 Penalty: 5922.687500
	Iteration 118Q: 3 clusters Score -1.953862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 148832 members 
Entering Unmasked Estep 
Score: -19538636.000000 Penalty: 5922.687500
	Iteration 119Q: 3 clusters Score -1.953864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 148837 members 
Entering Unmasked Estep 
Score: -19538638.000000 Penalty: 5922.687500
	Iteration 120F: 3 clusters Score -1.953864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 148845 members 
Entering Unmasked Estep 
Score: -19538644.000000 Penalty: 5922.687500
	Iteration 121Q: 3 clusters Score -1.953864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 148852 members 
Entering Unmasked Estep 
Score: -19538636.000000 Penalty: 5922.687500
	Iteration 122Q: 3 clusters Score -1.953864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 148859 members 
Entering Unmasked Estep 
Score: -19538640.000000 Penalty: 5922.687500
	Iteration 123Q: 3 clusters Score -1.953864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 148862 members 
Entering Unmasked Estep 
Score: -19538652.000000 Penalty: 5922.687500
	Iteration 124Q: 3 clusters Score -1.953865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 148864 members 
Entering Unmasked Estep 
Score: -19538642.000000 Penalty: 5922.687500
	Iteration 125Q: 3 clusters Score -1.953864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 148864 members 
Entering Unmasked Estep 
Score: -19538642.000000 Penalty: 5922.687500
	Iteration 126F: 3 clusters Score -1.953864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (80087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80087 members 
Entering Unmasked Estep 
Score: -9946304.000000 Penalty: 2800.135498
	Iteration 0F: 2 clusters Score -9946304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -9892534.000000 Penalty: 5600.270996
	Iteration 0F: 3 clusters Score -9892534 nChanged 37583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -9913508.000000 Penalty: 5600.270996
	Iteration 1F: 3 clusters Score -9913508 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -9914109.000000 Penalty: 5600.270996
	Iteration 2Q: 3 clusters Score -9914109 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -9914590.000000 Penalty: 5600.270996
	Iteration 3Q: 3 clusters Score -9914590 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -9915203.000000 Penalty: 5600.270996
	Iteration 4Q: 3 clusters Score -9915203 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -9915834.000000 Penalty: 5600.270996
	Iteration 5Q: 3 clusters Score -9915834 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -9916773.000000 Penalty: 5600.270996
	Iteration 6Q: 3 clusters Score -9916773 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -9918117.000000 Penalty: 5600.270996
	Iteration 7Q: 3 clusters Score -9918117 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -9920057.000000 Penalty: 5600.270996
	Iteration 8F: 3 clusters Score -9920057 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -9922490.000000 Penalty: 5600.270996
	Iteration 9F: 3 clusters Score -9922490 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -9925275.000000 Penalty: 5600.270996
	Iteration 10F: 3 clusters Score -9925275 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -9928352.000000 Penalty: 5600.270996
	Iteration 11F: 3 clusters Score -9928352 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -9931269.000000 Penalty: 5600.270996
	Iteration 12F: 3 clusters Score -9931269 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 68949 members 
Entering Unmasked Estep 
Score: -9934299.000000 Penalty: 5600.270996
	Iteration 13F: 3 clusters Score -9934299 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -9937510.000000 Penalty: 5600.270996
	Iteration 14Q: 3 clusters Score -9937510 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -9940354.000000 Penalty: 5600.270996
	Iteration 15Q: 3 clusters Score -9940354 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 77596 members 
Entering Unmasked Estep 
Score: -9942161.000000 Penalty: 5600.270996
	Iteration 16Q: 3 clusters Score -9942161 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -9942952.000000 Penalty: 5600.270996
	Iteration 17Q: 3 clusters Score -9942952 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 79149 members 
Entering Unmasked Estep 
Score: -9943325.000000 Penalty: 5600.270996
	Iteration 18Q: 3 clusters Score -9943325 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
Score: -9943544.000000 Penalty: 5600.270996
	Iteration 19Q: 3 clusters Score -9943544 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 79523 members 
Entering Unmasked Estep 
Score: -9943672.000000 Penalty: 5600.270996
	Iteration 20F: 3 clusters Score -9943672 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 79590 members 
Entering Unmasked Estep 
Score: -9943739.000000 Penalty: 5600.270996
	Iteration 21Q: 3 clusters Score -9943739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 79627 members 
Entering Unmasked Estep 
Score: -9943776.000000 Penalty: 5600.270996
	Iteration 22Q: 3 clusters Score -9943776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 79641 members 
Entering Unmasked Estep 
Score: -9943802.000000 Penalty: 5600.270996
	Iteration 23Q: 3 clusters Score -9943802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -9943815.000000 Penalty: 5600.270996
	Iteration 24Q: 3 clusters Score -9943815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -9943835.000000 Penalty: 5600.270996
	Iteration 25Q: 3 clusters Score -9943835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -9943839.000000 Penalty: 5600.270996
	Iteration 26Q: 3 clusters Score -9943839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 79681 members 
Entering Unmasked Estep 
Score: -9943848.000000 Penalty: 5600.270996
	Iteration 27Q: 3 clusters Score -9943848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -9943853.000000 Penalty: 5600.270996
	Iteration 28Q: 3 clusters Score -9943853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -9943866.000000 Penalty: 5600.270996
	Iteration 29Q: 3 clusters Score -9943866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 79695 members 
Entering Unmasked Estep 
Score: -9943890.000000 Penalty: 5600.270996
	Iteration 30Q: 3 clusters Score -9943890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -9943895.000000 Penalty: 5600.270996
	Iteration 31Q: 3 clusters Score -9943895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -9943908.000000 Penalty: 5600.270996
	Iteration 32Q: 3 clusters Score -9943908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -9943906.000000 Penalty: 5600.270996
	Iteration 33Q: 3 clusters Score -9943906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 79702 members 
Entering Unmasked Estep 
Score: -9943903.000000 Penalty: 5600.270996
	Iteration 34Q: 3 clusters Score -9943903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 79704 members 
Entering Unmasked Estep 
Score: -9943910.000000 Penalty: 5600.270996
	Iteration 35Q: 3 clusters Score -9943910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 79705 members 
Entering Unmasked Estep 
Score: -9943913.000000 Penalty: 5600.270996
	Iteration 36Q: 3 clusters Score -9943913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 79705 members 
Entering Unmasked Estep 
Score: -9943918.000000 Penalty: 5600.270996
	Iteration 37Q: 3 clusters Score -9943918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 79704 members 
Entering Unmasked Estep 
Score: -9943913.000000 Penalty: 5600.270996
	Iteration 38Q: 3 clusters Score -9943913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 79703 members 
Entering Unmasked Estep 
Score: -9943916.000000 Penalty: 5600.270996
	Iteration 39Q: 3 clusters Score -9943916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 79703 members 
Entering Unmasked Estep 
Score: -9943916.000000 Penalty: 5600.270996
	Iteration 40F: 3 clusters Score -9943916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (152033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152033 members 
Entering Unmasked Estep 
Score: -19383546.000000 Penalty: 2959.099609
	Iteration 0F: 2 clusters Score -1.938355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75875 members 
Mstep: Class 2 contains 76158 members 
Entering Unmasked Estep 
Score: -19284860.000000 Penalty: 5918.199219
	Iteration 0F: 3 clusters Score -1.928486e+07 nChanged 72973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -19326686.000000 Penalty: 5918.199219
	Iteration 1F: 3 clusters Score -1.932669e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71997 members 
Mstep: Class 2 contains 80036 members 
Entering Unmasked Estep 
Score: -19327526.000000 Penalty: 5918.199219
	Iteration 2Q: 3 clusters Score -1.932753e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 82629 members 
Entering Unmasked Estep 
Score: -19328536.000000 Penalty: 5918.199219
	Iteration 3Q: 3 clusters Score -1.932854e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 86630 members 
Entering Unmasked Estep 
Score: -19330048.000000 Penalty: 5918.199219
	Iteration 4Q: 3 clusters Score -1.933005e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -19332608.000000 Penalty: 5918.199219
	Iteration 5Q: 3 clusters Score -1.933261e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 101095 members 
Entering Unmasked Estep 
Score: -19337658.000000 Penalty: 5918.199219
	Iteration 6F: 3 clusters Score -1.933766e+07 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 112604 members 
Entering Unmasked Estep 
Score: -19346246.000000 Penalty: 5918.199219
	Iteration 7F: 3 clusters Score -1.934625e+07 nChanged 13296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 125682 members 
Entering Unmasked Estep 
Score: -19358126.000000 Penalty: 5918.199219
	Iteration 8F: 3 clusters Score -1.935813e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 137460 members 
Entering Unmasked Estep 
Score: -19369762.000000 Penalty: 5918.199219
	Iteration 9F: 3 clusters Score -1.936976e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 144870 members 
Entering Unmasked Estep 
Score: -19376648.000000 Penalty: 5918.199219
	Iteration 10Q: 3 clusters Score -1.937665e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 148407 members 
Entering Unmasked Estep 
Score: -19379752.000000 Penalty: 5918.199219
	Iteration 11Q: 3 clusters Score -1.937975e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 149761 members 
Entering Unmasked Estep 
Score: -19380746.000000 Penalty: 5918.199219
	Iteration 12Q: 3 clusters Score -1.938075e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 150357 members 
Entering Unmasked Estep 
Score: -19381088.000000 Penalty: 5918.199219
	Iteration 13Q: 3 clusters Score -1.938109e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 150635 members 
Entering Unmasked Estep 
Score: -19381304.000000 Penalty: 5918.199219
	Iteration 14Q: 3 clusters Score -1.93813e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 150764 members 
Entering Unmasked Estep 
Score: -19381434.000000 Penalty: 5918.199219
	Iteration 15Q: 3 clusters Score -1.938143e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 150830 members 
Entering Unmasked Estep 
Score: -19381498.000000 Penalty: 5918.199219
	Iteration 16Q: 3 clusters Score -1.93815e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 150873 members 
Entering Unmasked Estep 
Score: -19381532.000000 Penalty: 5918.199219
	Iteration 17Q: 3 clusters Score -1.938153e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 150894 members 
Entering Unmasked Estep 
Score: -19381558.000000 Penalty: 5918.199219
	Iteration 18Q: 3 clusters Score -1.938156e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 150903 members 
Entering Unmasked Estep 
Score: -19381568.000000 Penalty: 5918.199219
	Iteration 19Q: 3 clusters Score -1.938157e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 150914 members 
Entering Unmasked Estep 
Score: -19381600.000000 Penalty: 5918.199219
	Iteration 20F: 3 clusters Score -1.93816e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 150919 members 
Entering Unmasked Estep 
Score: -19381602.000000 Penalty: 5918.199219
	Iteration 21Q: 3 clusters Score -1.93816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 150921 members 
Entering Unmasked Estep 
Score: -19381610.000000 Penalty: 5918.199219
	Iteration 22Q: 3 clusters Score -1.938161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 150925 members 
Entering Unmasked Estep 
Score: -19381618.000000 Penalty: 5918.199219
	Iteration 23Q: 3 clusters Score -1.938162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 150923 members 
Entering Unmasked Estep 
Score: -19381632.000000 Penalty: 5918.199219
	Iteration 24Q: 3 clusters Score -1.938163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 150922 members 
Entering Unmasked Estep 
Score: -19381652.000000 Penalty: 5918.199219
	Iteration 25Q: 3 clusters Score -1.938165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 150923 members 
Entering Unmasked Estep 
Score: -19381642.000000 Penalty: 5918.199219
	Iteration 26Q: 3 clusters Score -1.938164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 150926 members 
Entering Unmasked Estep 
Score: -19381640.000000 Penalty: 5918.199219
	Iteration 27Q: 3 clusters Score -1.938164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 150928 members 
Entering Unmasked Estep 
Score: -19381636.000000 Penalty: 5918.199219
	Iteration 28Q: 3 clusters Score -1.938164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 150930 members 
Entering Unmasked Estep 
Score: -19381630.000000 Penalty: 5918.199219
	Iteration 29Q: 3 clusters Score -1.938163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 150926 members 
Entering Unmasked Estep 
Score: -19381650.000000 Penalty: 5918.199219
	Iteration 30Q: 3 clusters Score -1.938165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 150923 members 
Entering Unmasked Estep 
Score: -19381638.000000 Penalty: 5918.199219
	Iteration 31Q: 3 clusters Score -1.938164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 150927 members 
Entering Unmasked Estep 
Score: -19381654.000000 Penalty: 5918.199219
	Iteration 32Q: 3 clusters Score -1.938165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 150933 members 
Entering Unmasked Estep 
Score: -19381640.000000 Penalty: 5918.199219
	Iteration 33Q: 3 clusters Score -1.938164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 150934 members 
Entering Unmasked Estep 
Score: -19381648.000000 Penalty: 5918.199219
	Iteration 34Q: 3 clusters Score -1.938165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 150933 members 
Entering Unmasked Estep 
Score: -19381650.000000 Penalty: 5918.199219
	Iteration 35Q: 3 clusters Score -1.938165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 150930 members 
Entering Unmasked Estep 
Score: -19381640.000000 Penalty: 5918.199219
	Iteration 36Q: 3 clusters Score -1.938164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 150928 members 
Entering Unmasked Estep 
Score: -19381640.000000 Penalty: 5918.199219
	Iteration 37Q: 3 clusters Score -1.938164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 150928 members 
Entering Unmasked Estep 
Score: -19381640.000000 Penalty: 5918.199219
	Iteration 38F: 3 clusters Score -1.938164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (82042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82042 members 
Entering Unmasked Estep 
Score: -10389134.000000 Penalty: 2806.116699
	Iteration 0F: 2 clusters Score -1.038913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -10333997.000000 Penalty: 5612.233398
	Iteration 0F: 3 clusters Score -1.0334e+07 nChanged 38764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -10356142.000000 Penalty: 5612.233398
	Iteration 1F: 3 clusters Score -1.035614e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -10357179.000000 Penalty: 5612.233398
	Iteration 2Q: 3 clusters Score -1.035718e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -10358386.000000 Penalty: 5612.233398
	Iteration 3Q: 3 clusters Score -1.035839e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -10359821.000000 Penalty: 5612.233398
	Iteration 4Q: 3 clusters Score -1.035982e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -10361483.000000 Penalty: 5612.233398
	Iteration 5Q: 3 clusters Score -1.036148e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -10363331.000000 Penalty: 5612.233398
	Iteration 6Q: 3 clusters Score -1.036333e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -10365523.000000 Penalty: 5612.233398
	Iteration 7F: 3 clusters Score -1.036552e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -10368283.000000 Penalty: 5612.233398
	Iteration 8F: 3 clusters Score -1.036828e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -10371326.000000 Penalty: 5612.233398
	Iteration 9F: 3 clusters Score -1.037133e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -10374533.000000 Penalty: 5612.233398
	Iteration 10F: 3 clusters Score -1.037453e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -10377807.000000 Penalty: 5612.233398
	Iteration 11F: 3 clusters Score -1.037781e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73501 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -10380788.000000 Penalty: 5612.233398
	Iteration 12Q: 3 clusters Score -1.038079e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76623 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -10383065.000000 Penalty: 5612.233398
	Iteration 13Q: 3 clusters Score -1.038306e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -10384683.000000 Penalty: 5612.233398
	Iteration 14Q: 3 clusters Score -1.038468e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80096 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -10385661.000000 Penalty: 5612.233398
	Iteration 15Q: 3 clusters Score -1.038566e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -10386167.000000 Penalty: 5612.233398
	Iteration 16Q: 3 clusters Score -1.038617e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10386415.000000 Penalty: 5612.233398
	Iteration 17Q: 3 clusters Score -1.038642e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -10386568.000000 Penalty: 5612.233398
	Iteration 18Q: 3 clusters Score -1.038657e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10386692.000000 Penalty: 5612.233398
	Iteration 19Q: 3 clusters Score -1.038669e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10386751.000000 Penalty: 5612.233398
	Iteration 20F: 3 clusters Score -1.038675e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81492 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10386793.000000 Penalty: 5612.233398
	Iteration 21Q: 3 clusters Score -1.038679e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81527 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10386808.000000 Penalty: 5612.233398
	Iteration 22Q: 3 clusters Score -1.038681e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10386839.000000 Penalty: 5612.233398
	Iteration 23Q: 3 clusters Score -1.038684e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10386866.000000 Penalty: 5612.233398
	Iteration 24Q: 3 clusters Score -1.038687e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10386877.000000 Penalty: 5612.233398
	Iteration 25Q: 3 clusters Score -1.038688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10386887.000000 Penalty: 5612.233398
	Iteration 26Q: 3 clusters Score -1.038689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10386909.000000 Penalty: 5612.233398
	Iteration 27Q: 3 clusters Score -1.038691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10386923.000000 Penalty: 5612.233398
	Iteration 28Q: 3 clusters Score -1.038692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10386938.000000 Penalty: 5612.233398
	Iteration 29Q: 3 clusters Score -1.038694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10386946.000000 Penalty: 5612.233398
	Iteration 30Q: 3 clusters Score -1.038695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10386949.000000 Penalty: 5612.233398
	Iteration 31Q: 3 clusters Score -1.038695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10386949.000000 Penalty: 5612.233398
	Iteration 32Q: 3 clusters Score -1.038695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10386949.000000 Penalty: 5612.233398
	Iteration 33F: 3 clusters Score -1.038695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87907 members 
Entering Unmasked Estep 
Score: -11294143.000000 Penalty: 2823.240723
	Iteration 0F: 2 clusters Score -1.129414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -11235613.000000 Penalty: 5646.481445
	Iteration 0F: 3 clusters Score -1.123561e+07 nChanged 41378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -11258741.000000 Penalty: 5646.481445
	Iteration 1F: 3 clusters Score -1.125874e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -11259397.000000 Penalty: 5646.481445
	Iteration 2Q: 3 clusters Score -1.12594e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -11260034.000000 Penalty: 5646.481445
	Iteration 3Q: 3 clusters Score -1.126003e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -11260765.000000 Penalty: 5646.481445
	Iteration 4Q: 3 clusters Score -1.126076e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -11261876.000000 Penalty: 5646.481445
	Iteration 5Q: 3 clusters Score -1.126188e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -11263535.000000 Penalty: 5646.481445
	Iteration 6Q: 3 clusters Score -1.126354e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -11266068.000000 Penalty: 5646.481445
	Iteration 7F: 3 clusters Score -1.126607e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -11270178.000000 Penalty: 5646.481445
	Iteration 8F: 3 clusters Score -1.127018e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -11275575.000000 Penalty: 5646.481445
	Iteration 9F: 3 clusters Score -1.127558e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 67837 members 
Entering Unmasked Estep 
Score: -11280735.000000 Penalty: 5646.481445
	Iteration 10F: 3 clusters Score -1.128074e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 71176 members 
Entering Unmasked Estep 
Score: -11284322.000000 Penalty: 5646.481445
	Iteration 11F: 3 clusters Score -1.128432e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
Score: -11286428.000000 Penalty: 5646.481445
	Iteration 12Q: 3 clusters Score -1.128643e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -11287540.000000 Penalty: 5646.481445
	Iteration 13Q: 3 clusters Score -1.128754e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -11288388.000000 Penalty: 5646.481445
	Iteration 14Q: 3 clusters Score -1.128839e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 77751 members 
Entering Unmasked Estep 
Score: -11289015.000000 Penalty: 5646.481445
	Iteration 15Q: 3 clusters Score -1.128902e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 78827 members 
Entering Unmasked Estep 
Score: -11289463.000000 Penalty: 5646.481445
	Iteration 16Q: 3 clusters Score -1.128946e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -11289889.000000 Penalty: 5646.481445
	Iteration 17Q: 3 clusters Score -1.128989e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 80642 members 
Entering Unmasked Estep 
Score: -11290302.000000 Penalty: 5646.481445
	Iteration 18Q: 3 clusters Score -1.12903e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -11290606.000000 Penalty: 5646.481445
	Iteration 19Q: 3 clusters Score -1.129061e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 82023 members 
Entering Unmasked Estep 
Score: -11290820.000000 Penalty: 5646.481445
	Iteration 20F: 3 clusters Score -1.129082e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 82561 members 
Entering Unmasked Estep 
Score: -11291093.000000 Penalty: 5646.481445
	Iteration 21Q: 3 clusters Score -1.129109e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 83040 members 
Entering Unmasked Estep 
Score: -11291239.000000 Penalty: 5646.481445
	Iteration 22Q: 3 clusters Score -1.129124e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -11291397.000000 Penalty: 5646.481445
	Iteration 23Q: 3 clusters Score -1.12914e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 83852 members 
Entering Unmasked Estep 
Score: -11291507.000000 Penalty: 5646.481445
	Iteration 24Q: 3 clusters Score -1.129151e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -11291602.000000 Penalty: 5646.481445
	Iteration 25Q: 3 clusters Score -1.12916e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -11291713.000000 Penalty: 5646.481445
	Iteration 26Q: 3 clusters Score -1.129171e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -11291777.000000 Penalty: 5646.481445
	Iteration 27Q: 3 clusters Score -1.129178e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 84994 members 
Entering Unmasked Estep 
Score: -11291867.000000 Penalty: 5646.481445
	Iteration 28Q: 3 clusters Score -1.129187e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 85208 members 
Entering Unmasked Estep 
Score: -11291906.000000 Penalty: 5646.481445
	Iteration 29Q: 3 clusters Score -1.129191e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 85391 members 
Entering Unmasked Estep 
Score: -11291997.000000 Penalty: 5646.481445
	Iteration 30Q: 3 clusters Score -1.1292e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -11292027.000000 Penalty: 5646.481445
	Iteration 31Q: 3 clusters Score -1.129203e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 85635 members 
Entering Unmasked Estep 
Score: -11292074.000000 Penalty: 5646.481445
	Iteration 32Q: 3 clusters Score -1.129207e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 85728 members 
Entering Unmasked Estep 
Score: -11292092.000000 Penalty: 5646.481445
	Iteration 33Q: 3 clusters Score -1.129209e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 85799 members 
Entering Unmasked Estep 
Score: -11292130.000000 Penalty: 5646.481445
	Iteration 34Q: 3 clusters Score -1.129213e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 85863 members 
Entering Unmasked Estep 
Score: -11292147.000000 Penalty: 5646.481445
	Iteration 35Q: 3 clusters Score -1.129215e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -11292152.000000 Penalty: 5646.481445
	Iteration 36Q: 3 clusters Score -1.129215e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 85967 members 
Entering Unmasked Estep 
Score: -11292177.000000 Penalty: 5646.481445
	Iteration 37Q: 3 clusters Score -1.129218e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 86000 members 
Entering Unmasked Estep 
Score: -11292163.000000 Penalty: 5646.481445
	Iteration 38Q: 3 clusters Score -1.129216e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 86033 members 
Entering Unmasked Estep 
Score: -11292189.000000 Penalty: 5646.481445
	Iteration 39Q: 3 clusters Score -1.129219e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 86056 members 
Entering Unmasked Estep 
Score: -11292187.000000 Penalty: 5646.481445
	Iteration 40F: 3 clusters Score -1.129219e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -11292178.000000 Penalty: 5646.481445
	Iteration 41Q: 3 clusters Score -1.129218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 86093 members 
Entering Unmasked Estep 
Score: -11292194.000000 Penalty: 5646.481445
	Iteration 42Q: 3 clusters Score -1.129219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 86106 members 
Entering Unmasked Estep 
Score: -11292200.000000 Penalty: 5646.481445
	Iteration 43Q: 3 clusters Score -1.12922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 86118 members 
Entering Unmasked Estep 
Score: -11292197.000000 Penalty: 5646.481445
	Iteration 44Q: 3 clusters Score -1.12922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 86133 members 
Entering Unmasked Estep 
Score: -11292194.000000 Penalty: 5646.481445
	Iteration 45Q: 3 clusters Score -1.129219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 86141 members 
Entering Unmasked Estep 
Score: -11292191.000000 Penalty: 5646.481445
	Iteration 46Q: 3 clusters Score -1.129219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 86148 members 
Entering Unmasked Estep 
Score: -11292191.000000 Penalty: 5646.481445
	Iteration 47Q: 3 clusters Score -1.129219e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 86168 members 
Entering Unmasked Estep 
Score: -11292194.000000 Penalty: 5646.481445
	Iteration 48Q: 3 clusters Score -1.129219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 86185 members 
Entering Unmasked Estep 
Score: -11292197.000000 Penalty: 5646.481445
	Iteration 49Q: 3 clusters Score -1.12922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 86195 members 
Entering Unmasked Estep 
Score: -11292201.000000 Penalty: 5646.481445
	Iteration 50Q: 3 clusters Score -1.12922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 86208 members 
Entering Unmasked Estep 
Score: -11292221.000000 Penalty: 5646.481445
	Iteration 51Q: 3 clusters Score -1.129222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 86222 members 
Entering Unmasked Estep 
Score: -11292232.000000 Penalty: 5646.481445
	Iteration 52Q: 3 clusters Score -1.129223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 86235 members 
Entering Unmasked Estep 
Score: -11292228.000000 Penalty: 5646.481445
	Iteration 53Q: 3 clusters Score -1.129223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 86246 members 
Entering Unmasked Estep 
Score: -11292209.000000 Penalty: 5646.481445
	Iteration 54Q: 3 clusters Score -1.129221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 86267 members 
Entering Unmasked Estep 
Score: -11292212.000000 Penalty: 5646.481445
	Iteration 55Q: 3 clusters Score -1.129221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -11292218.000000 Penalty: 5646.481445
	Iteration 56Q: 3 clusters Score -1.129222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 86305 members 
Entering Unmasked Estep 
Score: -11292233.000000 Penalty: 5646.481445
	Iteration 57Q: 3 clusters Score -1.129223e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 86325 members 
Entering Unmasked Estep 
Score: -11292241.000000 Penalty: 5646.481445
	Iteration 58Q: 3 clusters Score -1.129224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -11292236.000000 Penalty: 5646.481445
	Iteration 59Q: 3 clusters Score -1.129224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -11292233.000000 Penalty: 5646.481445
	Iteration 60F: 3 clusters Score -1.129223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 86352 members 
Entering Unmasked Estep 
Score: -11292244.000000 Penalty: 5646.481445
	Iteration 61Q: 3 clusters Score -1.129224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 86359 members 
Entering Unmasked Estep 
Score: -11292244.000000 Penalty: 5646.481445
	Iteration 62Q: 3 clusters Score -1.129224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 86363 members 
Entering Unmasked Estep 
Score: -11292251.000000 Penalty: 5646.481445
	Iteration 63Q: 3 clusters Score -1.129225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 86369 members 
Entering Unmasked Estep 
Score: -11292256.000000 Penalty: 5646.481445
	Iteration 64Q: 3 clusters Score -1.129226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 86377 members 
Entering Unmasked Estep 
Score: -11292264.000000 Penalty: 5646.481445
	Iteration 65Q: 3 clusters Score -1.129226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -11292266.000000 Penalty: 5646.481445
	Iteration 66Q: 3 clusters Score -1.129227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 86389 members 
Entering Unmasked Estep 
Score: -11292264.000000 Penalty: 5646.481445
	Iteration 67Q: 3 clusters Score -1.129226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 86396 members 
Entering Unmasked Estep 
Score: -11292283.000000 Penalty: 5646.481445
	Iteration 68Q: 3 clusters Score -1.129228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -11292286.000000 Penalty: 5646.481445
	Iteration 69Q: 3 clusters Score -1.129229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 86405 members 
Entering Unmasked Estep 
Score: -11292280.000000 Penalty: 5646.481445
	Iteration 70Q: 3 clusters Score -1.129228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 86415 members 
Entering Unmasked Estep 
Score: -11292284.000000 Penalty: 5646.481445
	Iteration 71Q: 3 clusters Score -1.129228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -11292281.000000 Penalty: 5646.481445
	Iteration 72Q: 3 clusters Score -1.129228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -11292272.000000 Penalty: 5646.481445
	Iteration 73Q: 3 clusters Score -1.129227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 86443 members 
Entering Unmasked Estep 
Score: -11292284.000000 Penalty: 5646.481445
	Iteration 74Q: 3 clusters Score -1.129228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -11292283.000000 Penalty: 5646.481445
	Iteration 75Q: 3 clusters Score -1.129228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -11292294.000000 Penalty: 5646.481445
	Iteration 76Q: 3 clusters Score -1.129229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -11292300.000000 Penalty: 5646.481445
	Iteration 77Q: 3 clusters Score -1.12923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 86475 members 
Entering Unmasked Estep 
Score: -11292303.000000 Penalty: 5646.481445
	Iteration 78Q: 3 clusters Score -1.12923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 86481 members 
Entering Unmasked Estep 
Score: -11292312.000000 Penalty: 5646.481445
	Iteration 79Q: 3 clusters Score -1.129231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 86481 members 
Entering Unmasked Estep 
Score: -11292305.000000 Penalty: 5646.481445
	Iteration 80F: 3 clusters Score -1.12923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (166533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166533 members 
Entering Unmasked Estep 
Score: -21195908.000000 Penalty: 2981.691406
	Iteration 0F: 2 clusters Score -2.119591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83364 members 
Mstep: Class 2 contains 83169 members 
Entering Unmasked Estep 
Score: -21087474.000000 Penalty: 5963.382812
	Iteration 0F: 3 clusters Score -2.108747e+07 nChanged 79802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 82625 members 
Entering Unmasked Estep 
Score: -21133672.000000 Penalty: 5963.382812
	Iteration 1F: 3 clusters Score -2.113367e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84227 members 
Mstep: Class 2 contains 82306 members 
Entering Unmasked Estep 
Score: -21134426.000000 Penalty: 5963.382812
	Iteration 2Q: 3 clusters Score -2.113443e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84703 members 
Mstep: Class 2 contains 81830 members 
Entering Unmasked Estep 
Score: -21135224.000000 Penalty: 5963.382812
	Iteration 3Q: 3 clusters Score -2.113522e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85419 members 
Mstep: Class 2 contains 81114 members 
Entering Unmasked Estep 
Score: -21136200.000000 Penalty: 5963.382812
	Iteration 4Q: 3 clusters Score -2.11362e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86468 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -21137392.000000 Penalty: 5963.382812
	Iteration 5Q: 3 clusters Score -2.113739e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88011 members 
Mstep: Class 2 contains 78522 members 
Entering Unmasked Estep 
Score: -21139316.000000 Penalty: 5963.382812
	Iteration 6Q: 3 clusters Score -2.113932e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 76181 members 
Entering Unmasked Estep 
Score: -21142424.000000 Penalty: 5963.382812
	Iteration 7Q: 3 clusters Score -2.114242e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93429 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
Score: -21147312.000000 Penalty: 5963.382812
	Iteration 8Q: 3 clusters Score -2.114731e+07 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 69589 members 
Entering Unmasked Estep 
Score: -21153884.000000 Penalty: 5963.382812
	Iteration 9F: 3 clusters Score -2.115388e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100138 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -21161906.000000 Penalty: 5963.382812
	Iteration 10F: 3 clusters Score -2.116191e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102512 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -21168738.000000 Penalty: 5963.382812
	Iteration 11F: 3 clusters Score -2.116874e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104220 members 
Mstep: Class 2 contains 62313 members 
Entering Unmasked Estep 
Score: -21172672.000000 Penalty: 5963.382812
	Iteration 12Q: 3 clusters Score -2.117267e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105651 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -21174276.000000 Penalty: 5963.382812
	Iteration 13Q: 3 clusters Score -2.117428e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107036 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
Score: -21174962.000000 Penalty: 5963.382812
	Iteration 14Q: 3 clusters Score -2.117496e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108441 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -21175422.000000 Penalty: 5963.382812
	Iteration 15Q: 3 clusters Score -2.117542e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109882 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -21175974.000000 Penalty: 5963.382812
	Iteration 16Q: 3 clusters Score -2.117597e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111440 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -21176490.000000 Penalty: 5963.382812
	Iteration 17Q: 3 clusters Score -2.117649e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113078 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -21177004.000000 Penalty: 5963.382812
	Iteration 18Q: 3 clusters Score -2.1177e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114753 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -21177434.000000 Penalty: 5963.382812
	Iteration 19Q: 3 clusters Score -2.117743e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116404 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -21177906.000000 Penalty: 5963.382812
	Iteration 20F: 3 clusters Score -2.117791e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118050 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -21178472.000000 Penalty: 5963.382812
	Iteration 21Q: 3 clusters Score -2.117847e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119815 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -21179006.000000 Penalty: 5963.382812
	Iteration 22Q: 3 clusters Score -2.117901e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121711 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -21179612.000000 Penalty: 5963.382812
	Iteration 23Q: 3 clusters Score -2.117961e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123686 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -21180316.000000 Penalty: 5963.382812
	Iteration 24Q: 3 clusters Score -2.118032e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125715 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -21180954.000000 Penalty: 5963.382812
	Iteration 25Q: 3 clusters Score -2.118095e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127858 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -21181800.000000 Penalty: 5963.382812
	Iteration 26Q: 3 clusters Score -2.11818e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129936 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -21182558.000000 Penalty: 5963.382812
	Iteration 27Q: 3 clusters Score -2.118256e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132055 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -21183162.000000 Penalty: 5963.382812
	Iteration 28Q: 3 clusters Score -2.118316e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134232 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -21183788.000000 Penalty: 5963.382812
	Iteration 29Q: 3 clusters Score -2.118379e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136519 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -21184534.000000 Penalty: 5963.382812
	Iteration 30Q: 3 clusters Score -2.118453e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138868 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -21185416.000000 Penalty: 5963.382812
	Iteration 31Q: 3 clusters Score -2.118542e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141312 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -21186292.000000 Penalty: 5963.382812
	Iteration 32Q: 3 clusters Score -2.118629e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143666 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -21187188.000000 Penalty: 5963.382812
	Iteration 33Q: 3 clusters Score -2.118719e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145974 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -21188120.000000 Penalty: 5963.382812
	Iteration 34Q: 3 clusters Score -2.118812e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148141 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -21188852.000000 Penalty: 5963.382812
	Iteration 35Q: 3 clusters Score -2.118885e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150007 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -21189482.000000 Penalty: 5963.382812
	Iteration 36Q: 3 clusters Score -2.118948e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151704 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -21190056.000000 Penalty: 5963.382812
	Iteration 37Q: 3 clusters Score -2.119006e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153226 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -21190616.000000 Penalty: 5963.382812
	Iteration 38Q: 3 clusters Score -2.119062e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154604 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -21191054.000000 Penalty: 5963.382812
	Iteration 39Q: 3 clusters Score -2.119105e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155844 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -21191496.000000 Penalty: 5963.382812
	Iteration 40F: 3 clusters Score -2.11915e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156935 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -21191850.000000 Penalty: 5963.382812
	Iteration 41Q: 3 clusters Score -2.119185e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157919 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -21192288.000000 Penalty: 5963.382812
	Iteration 42Q: 3 clusters Score -2.119229e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158761 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -21192538.000000 Penalty: 5963.382812
	Iteration 43Q: 3 clusters Score -2.119254e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159424 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -21192766.000000 Penalty: 5963.382812
	Iteration 44Q: 3 clusters Score -2.119277e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159992 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -21192912.000000 Penalty: 5963.382812
	Iteration 45Q: 3 clusters Score -2.119291e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160509 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -21193024.000000 Penalty: 5963.382812
	Iteration 46Q: 3 clusters Score -2.119302e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160972 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -21193132.000000 Penalty: 5963.382812
	Iteration 47Q: 3 clusters Score -2.119313e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161358 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -21193148.000000 Penalty: 5963.382812
	Iteration 48Q: 3 clusters Score -2.119315e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161689 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -21193296.000000 Penalty: 5963.382812
	Iteration 49Q: 3 clusters Score -2.11933e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161984 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -21193342.000000 Penalty: 5963.382812
	Iteration 50Q: 3 clusters Score -2.119334e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162206 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -21193402.000000 Penalty: 5963.382812
	Iteration 51Q: 3 clusters Score -2.11934e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162417 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -21193458.000000 Penalty: 5963.382812
	Iteration 52Q: 3 clusters Score -2.119346e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162581 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -21193508.000000 Penalty: 5963.382812
	Iteration 53Q: 3 clusters Score -2.119351e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162704 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -21193526.000000 Penalty: 5963.382812
	Iteration 54Q: 3 clusters Score -2.119353e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162822 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -21193560.000000 Penalty: 5963.382812
	Iteration 55Q: 3 clusters Score -2.119356e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162931 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -21193556.000000 Penalty: 5963.382812
	Iteration 56Q: 3 clusters Score -2.119356e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163029 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -21193610.000000 Penalty: 5963.382812
	Iteration 57Q: 3 clusters Score -2.119361e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163132 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -21193620.000000 Penalty: 5963.382812
	Iteration 58Q: 3 clusters Score -2.119362e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163242 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -21193624.000000 Penalty: 5963.382812
	Iteration 59Q: 3 clusters Score -2.119362e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163339 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -21193686.000000 Penalty: 5963.382812
	Iteration 60F: 3 clusters Score -2.119369e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163422 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -21193704.000000 Penalty: 5963.382812
	Iteration 61Q: 3 clusters Score -2.11937e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163494 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -21193724.000000 Penalty: 5963.382812
	Iteration 62Q: 3 clusters Score -2.119372e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163559 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -21193718.000000 Penalty: 5963.382812
	Iteration 63Q: 3 clusters Score -2.119372e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163610 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -21193732.000000 Penalty: 5963.382812
	Iteration 64Q: 3 clusters Score -2.119373e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163664 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -21193740.000000 Penalty: 5963.382812
	Iteration 65Q: 3 clusters Score -2.119374e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163704 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -21193746.000000 Penalty: 5963.382812
	Iteration 66Q: 3 clusters Score -2.119375e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163749 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -21193734.000000 Penalty: 5963.382812
	Iteration 67Q: 3 clusters Score -2.119373e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163803 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -21193736.000000 Penalty: 5963.382812
	Iteration 68Q: 3 clusters Score -2.119374e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163855 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -21193728.000000 Penalty: 5963.382812
	Iteration 69Q: 3 clusters Score -2.119373e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163903 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -21193750.000000 Penalty: 5963.382812
	Iteration 70Q: 3 clusters Score -2.119375e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163962 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21193712.000000 Penalty: 5963.382812
	Iteration 71Q: 3 clusters Score -2.119371e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164012 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -21193712.000000 Penalty: 5963.382812
	Iteration 72Q: 3 clusters Score -2.119371e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164061 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -21193744.000000 Penalty: 5963.382812
	Iteration 73Q: 3 clusters Score -2.119374e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164100 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -21193776.000000 Penalty: 5963.382812
	Iteration 74Q: 3 clusters Score -2.119378e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164128 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -21193748.000000 Penalty: 5963.382812
	Iteration 75Q: 3 clusters Score -2.119375e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164150 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -21193786.000000 Penalty: 5963.382812
	Iteration 76Q: 3 clusters Score -2.119379e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164171 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -21193772.000000 Penalty: 5963.382812
	Iteration 77Q: 3 clusters Score -2.119377e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164181 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -21193788.000000 Penalty: 5963.382812
	Iteration 78Q: 3 clusters Score -2.119379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164190 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -21193778.000000 Penalty: 5963.382812
	Iteration 79Q: 3 clusters Score -2.119378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164204 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -21193792.000000 Penalty: 5963.382812
	Iteration 80F: 3 clusters Score -2.119379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164216 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -21193806.000000 Penalty: 5963.382812
	Iteration 81Q: 3 clusters Score -2.119381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164224 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -21193802.000000 Penalty: 5963.382812
	Iteration 82Q: 3 clusters Score -2.11938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164231 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -21193806.000000 Penalty: 5963.382812
	Iteration 83Q: 3 clusters Score -2.119381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164237 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -21193796.000000 Penalty: 5963.382812
	Iteration 84Q: 3 clusters Score -2.11938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164241 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -21193814.000000 Penalty: 5963.382812
	Iteration 85Q: 3 clusters Score -2.119381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164248 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -21193804.000000 Penalty: 5963.382812
	Iteration 86Q: 3 clusters Score -2.11938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164257 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -21193798.000000 Penalty: 5963.382812
	Iteration 87Q: 3 clusters Score -2.11938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164265 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -21193804.000000 Penalty: 5963.382812
	Iteration 88Q: 3 clusters Score -2.11938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164272 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -21193814.000000 Penalty: 5963.382812
	Iteration 89Q: 3 clusters Score -2.119381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164280 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -21193828.000000 Penalty: 5963.382812
	Iteration 90Q: 3 clusters Score -2.119383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164286 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -21193822.000000 Penalty: 5963.382812
	Iteration 91Q: 3 clusters Score -2.119382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164291 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -21193816.000000 Penalty: 5963.382812
	Iteration 92Q: 3 clusters Score -2.119382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164298 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -21193814.000000 Penalty: 5963.382812
	Iteration 93Q: 3 clusters Score -2.119381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164304 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -21193832.000000 Penalty: 5963.382812
	Iteration 94Q: 3 clusters Score -2.119383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164313 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -21193844.000000 Penalty: 5963.382812
	Iteration 95Q: 3 clusters Score -2.119384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164318 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -21193838.000000 Penalty: 5963.382812
	Iteration 96Q: 3 clusters Score -2.119384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164319 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -21193838.000000 Penalty: 5963.382812
	Iteration 97Q: 3 clusters Score -2.119384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164319 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -21193838.000000 Penalty: 5963.382812
	Iteration 98F: 3 clusters Score -2.119384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Entering Unmasked Estep 
Score: -10029482.000000 Penalty: 2792.698242
	Iteration 0F: 2 clusters Score -1.002948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -9977452.000000 Penalty: 5585.396484
	Iteration 0F: 3 clusters Score -9977452 nChanged 36459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -9998097.000000 Penalty: 5585.396484
	Iteration 1F: 3 clusters Score -9998097 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -9998826.000000 Penalty: 5585.396484
	Iteration 2Q: 3 clusters Score -9998826 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -9999541.000000 Penalty: 5585.396484
	Iteration 3Q: 3 clusters Score -9999541 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -10000097.000000 Penalty: 5585.396484
	Iteration 4Q: 3 clusters Score -1.00001e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -10000635.000000 Penalty: 5585.396484
	Iteration 5Q: 3 clusters Score -1.000064e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -10001229.000000 Penalty: 5585.396484
	Iteration 6Q: 3 clusters Score -1.000123e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -10001888.000000 Penalty: 5585.396484
	Iteration 7Q: 3 clusters Score -1.000189e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -10002649.000000 Penalty: 5585.396484
	Iteration 8Q: 3 clusters Score -1.000265e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -10003811.000000 Penalty: 5585.396484
	Iteration 9Q: 3 clusters Score -1.000381e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -10005323.000000 Penalty: 5585.396484
	Iteration 10Q: 3 clusters Score -1.000532e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -10007498.000000 Penalty: 5585.396484
	Iteration 11Q: 3 clusters Score -1.00075e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -10010298.000000 Penalty: 5585.396484
	Iteration 12Q: 3 clusters Score -1.00103e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 57159 members 
Entering Unmasked Estep 
Score: -10013211.000000 Penalty: 5585.396484
	Iteration 13Q: 3 clusters Score -1.001321e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -10015716.000000 Penalty: 5585.396484
	Iteration 14Q: 3 clusters Score -1.001572e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -10017481.000000 Penalty: 5585.396484
	Iteration 15Q: 3 clusters Score -1.001748e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -10018664.000000 Penalty: 5585.396484
	Iteration 16Q: 3 clusters Score -1.001866e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -10019654.000000 Penalty: 5585.396484
	Iteration 17Q: 3 clusters Score -1.001965e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 67087 members 
Entering Unmasked Estep 
Score: -10020493.000000 Penalty: 5585.396484
	Iteration 18Q: 3 clusters Score -1.002049e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -10021300.000000 Penalty: 5585.396484
	Iteration 19Q: 3 clusters Score -1.00213e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 69968 members 
Entering Unmasked Estep 
Score: -10022118.000000 Penalty: 5585.396484
	Iteration 20F: 3 clusters Score -1.002212e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -10022963.000000 Penalty: 5585.396484
	Iteration 21Q: 3 clusters Score -1.002296e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 72515 members 
Entering Unmasked Estep 
Score: -10023752.000000 Penalty: 5585.396484
	Iteration 22Q: 3 clusters Score -1.002375e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -10024518.000000 Penalty: 5585.396484
	Iteration 23Q: 3 clusters Score -1.002452e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
Score: -10025133.000000 Penalty: 5585.396484
	Iteration 24Q: 3 clusters Score -1.002513e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 75284 members 
Entering Unmasked Estep 
Score: -10025626.000000 Penalty: 5585.396484
	Iteration 25Q: 3 clusters Score -1.002563e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 75864 members 
Entering Unmasked Estep 
Score: -10026035.000000 Penalty: 5585.396484
	Iteration 26Q: 3 clusters Score -1.002604e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -10026393.000000 Penalty: 5585.396484
	Iteration 27Q: 3 clusters Score -1.002639e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 76601 members 
Entering Unmasked Estep 
Score: -10026593.000000 Penalty: 5585.396484
	Iteration 28Q: 3 clusters Score -1.002659e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -10026734.000000 Penalty: 5585.396484
	Iteration 29Q: 3 clusters Score -1.002673e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -10026804.000000 Penalty: 5585.396484
	Iteration 30Q: 3 clusters Score -1.00268e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 77021 members 
Entering Unmasked Estep 
Score: -10026882.000000 Penalty: 5585.396484
	Iteration 31Q: 3 clusters Score -1.002688e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 77072 members 
Entering Unmasked Estep 
Score: -10026924.000000 Penalty: 5585.396484
	Iteration 32Q: 3 clusters Score -1.002692e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 77106 members 
Entering Unmasked Estep 
Score: -10026942.000000 Penalty: 5585.396484
	Iteration 33Q: 3 clusters Score -1.002694e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 77130 members 
Entering Unmasked Estep 
Score: -10026953.000000 Penalty: 5585.396484
	Iteration 34Q: 3 clusters Score -1.002695e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -10026969.000000 Penalty: 5585.396484
	Iteration 35Q: 3 clusters Score -1.002697e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 77168 members 
Entering Unmasked Estep 
Score: -10026993.000000 Penalty: 5585.396484
	Iteration 36Q: 3 clusters Score -1.002699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 77178 members 
Entering Unmasked Estep 
Score: -10027006.000000 Penalty: 5585.396484
	Iteration 37Q: 3 clusters Score -1.002701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 77192 members 
Entering Unmasked Estep 
Score: -10027009.000000 Penalty: 5585.396484
	Iteration 38Q: 3 clusters Score -1.002701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 77197 members 
Entering Unmasked Estep 
Score: -10027022.000000 Penalty: 5585.396484
	Iteration 39Q: 3 clusters Score -1.002702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 77209 members 
Entering Unmasked Estep 
Score: -10027037.000000 Penalty: 5585.396484
	Iteration 40F: 3 clusters Score -1.002704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 77221 members 
Entering Unmasked Estep 
Score: -10027043.000000 Penalty: 5585.396484
	Iteration 41Q: 3 clusters Score -1.002704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 77231 members 
Entering Unmasked Estep 
Score: -10027057.000000 Penalty: 5585.396484
	Iteration 42Q: 3 clusters Score -1.002706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 77240 members 
Entering Unmasked Estep 
Score: -10027053.000000 Penalty: 5585.396484
	Iteration 43Q: 3 clusters Score -1.002705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -10027074.000000 Penalty: 5585.396484
	Iteration 44Q: 3 clusters Score -1.002707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -10027067.000000 Penalty: 5585.396484
	Iteration 45Q: 3 clusters Score -1.002707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -10027070.000000 Penalty: 5585.396484
	Iteration 46Q: 3 clusters Score -1.002707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -10027071.000000 Penalty: 5585.396484
	Iteration 47Q: 3 clusters Score -1.002707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -10027069.000000 Penalty: 5585.396484
	Iteration 48Q: 3 clusters Score -1.002707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -10027076.000000 Penalty: 5585.396484
	Iteration 49Q: 3 clusters Score -1.002708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 77261 members 
Entering Unmasked Estep 
Score: -10027079.000000 Penalty: 5585.396484
	Iteration 50Q: 3 clusters Score -1.002708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 77264 members 
Entering Unmasked Estep 
Score: -10027085.000000 Penalty: 5585.396484
	Iteration 51Q: 3 clusters Score -1.002708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 77266 members 
Entering Unmasked Estep 
Score: -10027083.000000 Penalty: 5585.396484
	Iteration 52Q: 3 clusters Score -1.002708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 77269 members 
Entering Unmasked Estep 
Score: -10027085.000000 Penalty: 5585.396484
	Iteration 53Q: 3 clusters Score -1.002708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -10027078.000000 Penalty: 5585.396484
	Iteration 54Q: 3 clusters Score -1.002708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 77272 members 
Entering Unmasked Estep 
Score: -10027083.000000 Penalty: 5585.396484
	Iteration 55Q: 3 clusters Score -1.002708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -10027077.000000 Penalty: 5585.396484
	Iteration 56Q: 3 clusters Score -1.002708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 77270 members 
Entering Unmasked Estep 
Score: -10027082.000000 Penalty: 5585.396484
	Iteration 57Q: 3 clusters Score -1.002708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -10027085.000000 Penalty: 5585.396484
	Iteration 58Q: 3 clusters Score -1.002708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -10027085.000000 Penalty: 5585.396484
	Iteration 59F: 3 clusters Score -1.002708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Entering Unmasked Estep 
Score: -3761465.250000 Penalty: 2550.019043
	Iteration 0F: 2 clusters Score -3761465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3741391.500000 Penalty: 5100.038086
	Iteration 0F: 3 clusters Score -3741392 nChanged 13140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3748272.000000 Penalty: 5100.038086
	Iteration 1F: 3 clusters Score -3748272 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3748662.750000 Penalty: 5100.038086
	Iteration 2Q: 3 clusters Score -3748663 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3749011.500000 Penalty: 5100.038086
	Iteration 3Q: 3 clusters Score -3749012 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3749378.500000 Penalty: 5100.038086
	Iteration 4Q: 3 clusters Score -3749378 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3749871.500000 Penalty: 5100.038086
	Iteration 5Q: 3 clusters Score -3749872 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3750540.500000 Penalty: 5100.038086
	Iteration 6Q: 3 clusters Score -3750540 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3751549.500000 Penalty: 5100.038086
	Iteration 7F: 3 clusters Score -3751550 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -3752901.500000 Penalty: 5100.038086
	Iteration 8F: 3 clusters Score -3752902 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3754587.250000 Penalty: 5100.038086
	Iteration 9F: 3 clusters Score -3754587 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3756217.000000 Penalty: 5100.038086
	Iteration 10F: 3 clusters Score -3756217 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3757371.250000 Penalty: 5100.038086
	Iteration 11Q: 3 clusters Score -3757371 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3757939.000000 Penalty: 5100.038086
	Iteration 12Q: 3 clusters Score -3757939 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3758238.250000 Penalty: 5100.038086
	Iteration 13Q: 3 clusters Score -3758238 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3758387.250000 Penalty: 5100.038086
	Iteration 14Q: 3 clusters Score -3758387 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3758514.500000 Penalty: 5100.038086
	Iteration 15Q: 3 clusters Score -3758514 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -3758590.000000 Penalty: 5100.038086
	Iteration 16Q: 3 clusters Score -3758590 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3758640.500000 Penalty: 5100.038086
	Iteration 17Q: 3 clusters Score -3758640 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3758690.250000 Penalty: 5100.038086
	Iteration 18Q: 3 clusters Score -3758690 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3758738.500000 Penalty: 5100.038086
	Iteration 19Q: 3 clusters Score -3758738 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -3758797.000000 Penalty: 5100.038086
	Iteration 20F: 3 clusters Score -3758797 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3758862.250000 Penalty: 5100.038086
	Iteration 21Q: 3 clusters Score -3758862 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -3758898.500000 Penalty: 5100.038086
	Iteration 22Q: 3 clusters Score -3758898 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3758923.250000 Penalty: 5100.038086
	Iteration 23Q: 3 clusters Score -3758923 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3758983.750000 Penalty: 5100.038086
	Iteration 24Q: 3 clusters Score -3758984 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3759027.500000 Penalty: 5100.038086
	Iteration 25Q: 3 clusters Score -3759028 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3759056.250000 Penalty: 5100.038086
	Iteration 26Q: 3 clusters Score -3759056 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3759090.000000 Penalty: 5100.038086
	Iteration 27Q: 3 clusters Score -3759090 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3759117.000000 Penalty: 5100.038086
	Iteration 28Q: 3 clusters Score -3759117 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3759160.000000 Penalty: 5100.038086
	Iteration 29Q: 3 clusters Score -3759160 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3759177.250000 Penalty: 5100.038086
	Iteration 30Q: 3 clusters Score -3759177 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3759205.750000 Penalty: 5100.038086
	Iteration 31Q: 3 clusters Score -3759206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3759221.250000 Penalty: 5100.038086
	Iteration 32Q: 3 clusters Score -3759221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3759245.000000 Penalty: 5100.038086
	Iteration 33Q: 3 clusters Score -3759245 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3759260.000000 Penalty: 5100.038086
	Iteration 34Q: 3 clusters Score -3759260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3759275.500000 Penalty: 5100.038086
	Iteration 35Q: 3 clusters Score -3759276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3759291.750000 Penalty: 5100.038086
	Iteration 36Q: 3 clusters Score -3759292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3759301.500000 Penalty: 5100.038086
	Iteration 37Q: 3 clusters Score -3759302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3759304.250000 Penalty: 5100.038086
	Iteration 38Q: 3 clusters Score -3759304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3759313.000000 Penalty: 5100.038086
	Iteration 39Q: 3 clusters Score -3759313 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3759318.000000 Penalty: 5100.038086
	Iteration 40F: 3 clusters Score -3759318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3759329.000000 Penalty: 5100.038086
	Iteration 41Q: 3 clusters Score -3759329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3759334.250000 Penalty: 5100.038086
	Iteration 42Q: 3 clusters Score -3759334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3759348.250000 Penalty: 5100.038086
	Iteration 43Q: 3 clusters Score -3759348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3759353.250000 Penalty: 5100.038086
	Iteration 44Q: 3 clusters Score -3759353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3759362.250000 Penalty: 5100.038086
	Iteration 45Q: 3 clusters Score -3759362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3759377.250000 Penalty: 5100.038086
	Iteration 46Q: 3 clusters Score -3759377 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3759385.500000 Penalty: 5100.038086
	Iteration 47Q: 3 clusters Score -3759386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3759401.750000 Penalty: 5100.038086
	Iteration 48Q: 3 clusters Score -3759402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3759399.750000 Penalty: 5100.038086
	Iteration 49Q: 3 clusters Score -3759400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3759405.750000 Penalty: 5100.038086
	Iteration 50Q: 3 clusters Score -3759406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3759407.250000 Penalty: 5100.038086
	Iteration 51Q: 3 clusters Score -3759407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3759413.000000 Penalty: 5100.038086
	Iteration 52Q: 3 clusters Score -3759413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3759419.750000 Penalty: 5100.038086
	Iteration 53Q: 3 clusters Score -3759420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3759422.250000 Penalty: 5100.038086
	Iteration 54Q: 3 clusters Score -3759422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3759428.000000 Penalty: 5100.038086
	Iteration 55Q: 3 clusters Score -3759428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3759433.500000 Penalty: 5100.038086
	Iteration 56Q: 3 clusters Score -3759434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3759431.500000 Penalty: 5100.038086
	Iteration 57Q: 3 clusters Score -3759432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3759444.000000 Penalty: 5100.038086
	Iteration 58Q: 3 clusters Score -3759444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3759438.500000 Penalty: 5100.038086
	Iteration 59Q: 3 clusters Score -3759438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3759441.250000 Penalty: 5100.038086
	Iteration 60F: 3 clusters Score -3759441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3759451.500000 Penalty: 5100.038086
	Iteration 61Q: 3 clusters Score -3759452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3759456.500000 Penalty: 5100.038086
	Iteration 62Q: 3 clusters Score -3759456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3759461.750000 Penalty: 5100.038086
	Iteration 63Q: 3 clusters Score -3759462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3759463.000000 Penalty: 5100.038086
	Iteration 64Q: 3 clusters Score -3759463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3759465.500000 Penalty: 5100.038086
	Iteration 65Q: 3 clusters Score -3759466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3759463.000000 Penalty: 5100.038086
	Iteration 66Q: 3 clusters Score -3759463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3759463.500000 Penalty: 5100.038086
	Iteration 67Q: 3 clusters Score -3759464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3759465.250000 Penalty: 5100.038086
	Iteration 68Q: 3 clusters Score -3759465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3759465.000000 Penalty: 5100.038086
	Iteration 69Q: 3 clusters Score -3759465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3759464.750000 Penalty: 5100.038086
	Iteration 70Q: 3 clusters Score -3759465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3759462.500000 Penalty: 5100.038086
	Iteration 71Q: 3 clusters Score -3759462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3759474.250000 Penalty: 5100.038086
	Iteration 72Q: 3 clusters Score -3759474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3759473.000000 Penalty: 5100.038086
	Iteration 73Q: 3 clusters Score -3759473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3759475.000000 Penalty: 5100.038086
	Iteration 74Q: 3 clusters Score -3759475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3759476.250000 Penalty: 5100.038086
	Iteration 75Q: 3 clusters Score -3759476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3759473.500000 Penalty: 5100.038086
	Iteration 76Q: 3 clusters Score -3759474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3759473.000000 Penalty: 5100.038086
	Iteration 77Q: 3 clusters Score -3759473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3759474.250000 Penalty: 5100.038086
	Iteration 78Q: 3 clusters Score -3759474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3759474.250000 Penalty: 5100.038086
	Iteration 79F: 3 clusters Score -3759474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -198227.390625 Penalty: 1844.573242
	Iteration 0F: 2 clusters Score -198227.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -195801.421875 Penalty: 3689.146484
	Iteration 0F: 3 clusters Score -195801.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -196203.187500 Penalty: 3689.146484
	Iteration 1F: 3 clusters Score -196203.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -196322.921875 Penalty: 3689.146484
	Iteration 2F: 3 clusters Score -196322.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -196398.875000 Penalty: 3689.146484
	Iteration 3Q: 3 clusters Score -196398.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -196472.359375 Penalty: 3689.146484
	Iteration 4Q: 3 clusters Score -196472.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -196543.437500 Penalty: 3689.146484
	Iteration 5Q: 3 clusters Score -196543.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -196620.921875 Penalty: 3689.146484
	Iteration 6Q: 3 clusters Score -196620.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -196677.328125 Penalty: 3689.146484
	Iteration 7Q: 3 clusters Score -196677.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -196715.890625 Penalty: 3689.146484
	Iteration 8Q: 3 clusters Score -196715.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -196755.546875 Penalty: 3689.146484
	Iteration 9Q: 3 clusters Score -196755.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -196794.171875 Penalty: 3689.146484
	Iteration 10Q: 3 clusters Score -196794.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -196833.359375 Penalty: 3689.146484
	Iteration 11Q: 3 clusters Score -196833.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -196885.296875 Penalty: 3689.146484
	Iteration 12Q: 3 clusters Score -196885.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -196963.125000 Penalty: 3689.146484
	Iteration 13Q: 3 clusters Score -196963.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -197059.328125 Penalty: 3689.146484
	Iteration 14Q: 3 clusters Score -197059.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -197188.125000 Penalty: 3689.146484
	Iteration 15Q: 3 clusters Score -197188.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -197287.156250 Penalty: 3689.146484
	Iteration 16Q: 3 clusters Score -197287.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -197397.453125 Penalty: 3689.146484
	Iteration 17Q: 3 clusters Score -197397.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -197471.531250 Penalty: 3689.146484
	Iteration 18Q: 3 clusters Score -197471.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -197513.359375 Penalty: 3689.146484
	Iteration 19Q: 3 clusters Score -197513.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -197546.984375 Penalty: 3689.146484
	Iteration 20F: 3 clusters Score -197547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -197573.421875 Penalty: 3689.146484
	Iteration 21Q: 3 clusters Score -197573.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -197586.453125 Penalty: 3689.146484
	Iteration 22Q: 3 clusters Score -197586.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -197591.343750 Penalty: 3689.146484
	Iteration 23Q: 3 clusters Score -197591.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -197594.109375 Penalty: 3689.146484
	Iteration 24Q: 3 clusters Score -197594.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -197598.015625 Penalty: 3689.146484
	Iteration 25Q: 3 clusters Score -197598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -197599.343750 Penalty: 3689.146484
	Iteration 26Q: 3 clusters Score -197599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -197599.921875 Penalty: 3689.146484
	Iteration 27Q: 3 clusters Score -197599.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -197599.921875 Penalty: 3689.146484
	Iteration 28F: 3 clusters Score -197599.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Entering Unmasked Estep 
Score: -951217.062500 Penalty: 2221.590088
	Iteration 0F: 2 clusters Score -951217.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -944966.375000 Penalty: 4443.180176
	Iteration 0F: 3 clusters Score -944966.4 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -946647.875000 Penalty: 4443.180176
	Iteration 1F: 3 clusters Score -946647.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -946950.875000 Penalty: 4443.180176
	Iteration 2F: 3 clusters Score -946950.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -947152.312500 Penalty: 4443.180176
	Iteration 3F: 3 clusters Score -947152.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -947313.375000 Penalty: 4443.180176
	Iteration 4Q: 3 clusters Score -947313.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -947450.500000 Penalty: 4443.180176
	Iteration 5Q: 3 clusters Score -947450.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -947573.625000 Penalty: 4443.180176
	Iteration 6Q: 3 clusters Score -947573.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -947714.312500 Penalty: 4443.180176
	Iteration 7Q: 3 clusters Score -947714.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -947876.625000 Penalty: 4443.180176
	Iteration 8Q: 3 clusters Score -947876.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -948046.750000 Penalty: 4443.180176
	Iteration 9Q: 3 clusters Score -948046.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -948204.187500 Penalty: 4443.180176
	Iteration 10Q: 3 clusters Score -948204.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -948416.375000 Penalty: 4443.180176
	Iteration 11Q: 3 clusters Score -948416.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -948660.750000 Penalty: 4443.180176
	Iteration 12Q: 3 clusters Score -948660.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -948888.312500 Penalty: 4443.180176
	Iteration 13Q: 3 clusters Score -948888.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -949102.250000 Penalty: 4443.180176
	Iteration 14Q: 3 clusters Score -949102.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -949311.000000 Penalty: 4443.180176
	Iteration 15Q: 3 clusters Score -949311 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -949452.812500 Penalty: 4443.180176
	Iteration 16Q: 3 clusters Score -949452.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -949556.062500 Penalty: 4443.180176
	Iteration 17Q: 3 clusters Score -949556.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -949625.500000 Penalty: 4443.180176
	Iteration 18Q: 3 clusters Score -949625.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -949667.187500 Penalty: 4443.180176
	Iteration 19Q: 3 clusters Score -949667.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -949687.312500 Penalty: 4443.180176
	Iteration 20F: 3 clusters Score -949687.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -949700.250000 Penalty: 4443.180176
	Iteration 21Q: 3 clusters Score -949700.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -949709.187500 Penalty: 4443.180176
	Iteration 22Q: 3 clusters Score -949709.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -949712.062500 Penalty: 4443.180176
	Iteration 23Q: 3 clusters Score -949712.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -949716.125000 Penalty: 4443.180176
	Iteration 24Q: 3 clusters Score -949716.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -949719.437500 Penalty: 4443.180176
	Iteration 25Q: 3 clusters Score -949719.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -949717.812500 Penalty: 4443.180176
	Iteration 26Q: 3 clusters Score -949717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -949720.000000 Penalty: 4443.180176
	Iteration 27Q: 3 clusters Score -949720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -949720.437500 Penalty: 4443.180176
	Iteration 28Q: 3 clusters Score -949720.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -949720.437500 Penalty: 4443.180176
	Iteration 29F: 3 clusters Score -949720.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -60493.886719 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -60493.89 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 250 members 
Entering Unmasked Estep 
Score: -58958.183594 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -58958.18 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59139.042969 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -59139.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59196.257812 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -59196.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59224.125000 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -59224.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59244.265625 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -59244.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59256.625000 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -59256.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59264.417969 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -59264.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59311.574219 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -59311.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59347.406250 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -59347.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59372.152344 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -59372.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59400.496094 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -59400.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59419.421875 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -59419.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59432.429688 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -59432.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59439.460938 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -59439.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59441.949219 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -59441.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59445.644531 Penalty: 3099.987793
	Iteration 15Q: 3 clusters Score -59445.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59447.703125 Penalty: 3099.987793
	Iteration 16Q: 3 clusters Score -59447.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59454.808594 Penalty: 3099.987793
	Iteration 17Q: 3 clusters Score -59454.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59458.289062 Penalty: 3099.987793
	Iteration 18Q: 3 clusters Score -59458.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59459.117188 Penalty: 3099.987793
	Iteration 19Q: 3 clusters Score -59459.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59459.117188 Penalty: 3099.987793
	Iteration 20F: 3 clusters Score -59459.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -290344.656250 Penalty: 1922.152466
	Iteration 0F: 2 clusters Score -290344.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -287486.218750 Penalty: 3844.304932
	Iteration 0F: 3 clusters Score -287486.2 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -288035.812500 Penalty: 3844.304932
	Iteration 1F: 3 clusters Score -288035.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -288162.718750 Penalty: 3844.304932
	Iteration 2F: 3 clusters Score -288162.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -288242.125000 Penalty: 3844.304932
	Iteration 3Q: 3 clusters Score -288242.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -288289.031250 Penalty: 3844.304932
	Iteration 4Q: 3 clusters Score -288289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -288321.093750 Penalty: 3844.304932
	Iteration 5Q: 3 clusters Score -288321.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -288342.781250 Penalty: 3844.304932
	Iteration 6Q: 3 clusters Score -288342.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -288363.375000 Penalty: 3844.304932
	Iteration 7Q: 3 clusters Score -288363.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -288376.406250 Penalty: 3844.304932
	Iteration 8Q: 3 clusters Score -288376.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -288389.812500 Penalty: 3844.304932
	Iteration 9Q: 3 clusters Score -288389.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -288400.000000 Penalty: 3844.304932
	Iteration 10Q: 3 clusters Score -288400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -288412.312500 Penalty: 3844.304932
	Iteration 11Q: 3 clusters Score -288412.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -288417.125000 Penalty: 3844.304932
	Iteration 12Q: 3 clusters Score -288417.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -288418.937500 Penalty: 3844.304932
	Iteration 13Q: 3 clusters Score -288418.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -288422.093750 Penalty: 3844.304932
	Iteration 14Q: 3 clusters Score -288422.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -288423.906250 Penalty: 3844.304932
	Iteration 15Q: 3 clusters Score -288423.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -288425.125000 Penalty: 3844.304932
	Iteration 16Q: 3 clusters Score -288425.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -288425.000000 Penalty: 3844.304932
	Iteration 17Q: 3 clusters Score -288425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -288425.000000 Penalty: 3844.304932
	Iteration 18F: 3 clusters Score -288425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -225417.187500 Penalty: 1860.815796
	Iteration 0F: 2 clusters Score -225417.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -222919.968750 Penalty: 3721.631592
	Iteration 0F: 3 clusters Score -222920 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -223326.750000 Penalty: 3721.631592
	Iteration 1F: 3 clusters Score -223326.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -223468.375000 Penalty: 3721.631592
	Iteration 2F: 3 clusters Score -223468.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -223535.875000 Penalty: 3721.631592
	Iteration 3Q: 3 clusters Score -223535.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -223570.687500 Penalty: 3721.631592
	Iteration 4Q: 3 clusters Score -223570.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -223616.781250 Penalty: 3721.631592
	Iteration 5Q: 3 clusters Score -223616.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -223653.843750 Penalty: 3721.631592
	Iteration 6Q: 3 clusters Score -223653.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -223675.656250 Penalty: 3721.631592
	Iteration 7Q: 3 clusters Score -223675.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -223688.171875 Penalty: 3721.631592
	Iteration 8Q: 3 clusters Score -223688.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -223693.390625 Penalty: 3721.631592
	Iteration 9Q: 3 clusters Score -223693.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -223697.375000 Penalty: 3721.631592
	Iteration 10Q: 3 clusters Score -223697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -223698.140625 Penalty: 3721.631592
	Iteration 11Q: 3 clusters Score -223698.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -223701.250000 Penalty: 3721.631592
	Iteration 12Q: 3 clusters Score -223701.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -223704.234375 Penalty: 3721.631592
	Iteration 13Q: 3 clusters Score -223704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -223704.718750 Penalty: 3721.631592
	Iteration 14Q: 3 clusters Score -223704.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -223705.453125 Penalty: 3721.631592
	Iteration 15Q: 3 clusters Score -223705.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -223705.453125 Penalty: 3721.631592
	Iteration 16F: 3 clusters Score -223705.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (87661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Entering Unmasked Estep 
Score: -11278987.000000 Penalty: 2822.545654
	Iteration 0F: 2 clusters Score -1.127899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -11220609.000000 Penalty: 5645.091309
	Iteration 0F: 3 clusters Score -1.122061e+07 nChanged 41150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -11243866.000000 Penalty: 5645.091309
	Iteration 1F: 3 clusters Score -1.124387e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -11244591.000000 Penalty: 5645.091309
	Iteration 2Q: 3 clusters Score -1.124459e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -11245231.000000 Penalty: 5645.091309
	Iteration 3Q: 3 clusters Score -1.124523e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -11245974.000000 Penalty: 5645.091309
	Iteration 4Q: 3 clusters Score -1.124597e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -11246766.000000 Penalty: 5645.091309
	Iteration 5Q: 3 clusters Score -1.124677e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -11247695.000000 Penalty: 5645.091309
	Iteration 6Q: 3 clusters Score -1.12477e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -11249004.000000 Penalty: 5645.091309
	Iteration 7Q: 3 clusters Score -1.1249e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -11251012.000000 Penalty: 5645.091309
	Iteration 8Q: 3 clusters Score -1.125101e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -11254118.000000 Penalty: 5645.091309
	Iteration 9F: 3 clusters Score -1.125412e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -11258067.000000 Penalty: 5645.091309
	Iteration 10F: 3 clusters Score -1.125807e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -11262301.000000 Penalty: 5645.091309
	Iteration 11F: 3 clusters Score -1.12623e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -11265236.000000 Penalty: 5645.091309
	Iteration 12F: 3 clusters Score -1.126524e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -11266768.000000 Penalty: 5645.091309
	Iteration 13Q: 3 clusters Score -1.126677e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -11267764.000000 Penalty: 5645.091309
	Iteration 14Q: 3 clusters Score -1.126776e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -11268436.000000 Penalty: 5645.091309
	Iteration 15Q: 3 clusters Score -1.126844e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -11269184.000000 Penalty: 5645.091309
	Iteration 16Q: 3 clusters Score -1.126918e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -11269918.000000 Penalty: 5645.091309
	Iteration 17Q: 3 clusters Score -1.126992e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
Score: -11270642.000000 Penalty: 5645.091309
	Iteration 18Q: 3 clusters Score -1.127064e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -11271163.000000 Penalty: 5645.091309
	Iteration 19Q: 3 clusters Score -1.127116e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 70848 members 
Entering Unmasked Estep 
Score: -11271622.000000 Penalty: 5645.091309
	Iteration 20F: 3 clusters Score -1.127162e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -11272067.000000 Penalty: 5645.091309
	Iteration 21Q: 3 clusters Score -1.127207e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
Score: -11272479.000000 Penalty: 5645.091309
	Iteration 22Q: 3 clusters Score -1.127248e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 73854 members 
Entering Unmasked Estep 
Score: -11272886.000000 Penalty: 5645.091309
	Iteration 23Q: 3 clusters Score -1.127289e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -11273256.000000 Penalty: 5645.091309
	Iteration 24Q: 3 clusters Score -1.127326e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 75738 members 
Entering Unmasked Estep 
Score: -11273566.000000 Penalty: 5645.091309
	Iteration 25Q: 3 clusters Score -1.127357e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 76600 members 
Entering Unmasked Estep 
Score: -11273881.000000 Penalty: 5645.091309
	Iteration 26Q: 3 clusters Score -1.127388e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 77459 members 
Entering Unmasked Estep 
Score: -11274160.000000 Penalty: 5645.091309
	Iteration 27Q: 3 clusters Score -1.127416e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 78262 members 
Entering Unmasked Estep 
Score: -11274508.000000 Penalty: 5645.091309
	Iteration 28Q: 3 clusters Score -1.127451e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -11274799.000000 Penalty: 5645.091309
	Iteration 29Q: 3 clusters Score -1.12748e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 79681 members 
Entering Unmasked Estep 
Score: -11275031.000000 Penalty: 5645.091309
	Iteration 30Q: 3 clusters Score -1.127503e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 80316 members 
Entering Unmasked Estep 
Score: -11275281.000000 Penalty: 5645.091309
	Iteration 31Q: 3 clusters Score -1.127528e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -11275504.000000 Penalty: 5645.091309
	Iteration 32Q: 3 clusters Score -1.12755e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 81395 members 
Entering Unmasked Estep 
Score: -11275682.000000 Penalty: 5645.091309
	Iteration 33Q: 3 clusters Score -1.127568e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 81815 members 
Entering Unmasked Estep 
Score: -11275801.000000 Penalty: 5645.091309
	Iteration 34Q: 3 clusters Score -1.12758e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 82206 members 
Entering Unmasked Estep 
Score: -11275928.000000 Penalty: 5645.091309
	Iteration 35Q: 3 clusters Score -1.127593e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 82542 members 
Entering Unmasked Estep 
Score: -11276018.000000 Penalty: 5645.091309
	Iteration 36Q: 3 clusters Score -1.127602e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
Score: -11276097.000000 Penalty: 5645.091309
	Iteration 37Q: 3 clusters Score -1.12761e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -11276169.000000 Penalty: 5645.091309
	Iteration 38Q: 3 clusters Score -1.127617e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -11276264.000000 Penalty: 5645.091309
	Iteration 39Q: 3 clusters Score -1.127626e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 83646 members 
Entering Unmasked Estep 
Score: -11276300.000000 Penalty: 5645.091309
	Iteration 40F: 3 clusters Score -1.12763e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 83878 members 
Entering Unmasked Estep 
Score: -11276375.000000 Penalty: 5645.091309
	Iteration 41Q: 3 clusters Score -1.127638e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 84092 members 
Entering Unmasked Estep 
Score: -11276435.000000 Penalty: 5645.091309
	Iteration 42Q: 3 clusters Score -1.127644e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 84274 members 
Entering Unmasked Estep 
Score: -11276473.000000 Penalty: 5645.091309
	Iteration 43Q: 3 clusters Score -1.127647e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 84434 members 
Entering Unmasked Estep 
Score: -11276544.000000 Penalty: 5645.091309
	Iteration 44Q: 3 clusters Score -1.127654e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 84594 members 
Entering Unmasked Estep 
Score: -11276563.000000 Penalty: 5645.091309
	Iteration 45Q: 3 clusters Score -1.127656e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 84722 members 
Entering Unmasked Estep 
Score: -11276605.000000 Penalty: 5645.091309
	Iteration 46Q: 3 clusters Score -1.12766e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 84846 members 
Entering Unmasked Estep 
Score: -11276639.000000 Penalty: 5645.091309
	Iteration 47Q: 3 clusters Score -1.127664e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 84962 members 
Entering Unmasked Estep 
Score: -11276655.000000 Penalty: 5645.091309
	Iteration 48Q: 3 clusters Score -1.127666e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -11276713.000000 Penalty: 5645.091309
	Iteration 49Q: 3 clusters Score -1.127671e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
Score: -11276751.000000 Penalty: 5645.091309
	Iteration 50Q: 3 clusters Score -1.127675e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 85268 members 
Entering Unmasked Estep 
Score: -11276777.000000 Penalty: 5645.091309
	Iteration 51Q: 3 clusters Score -1.127678e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 85331 members 
Entering Unmasked Estep 
Score: -11276767.000000 Penalty: 5645.091309
	Iteration 52Q: 3 clusters Score -1.127677e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 85380 members 
Entering Unmasked Estep 
Score: -11276809.000000 Penalty: 5645.091309
	Iteration 53Q: 3 clusters Score -1.127681e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 85426 members 
Entering Unmasked Estep 
Score: -11276794.000000 Penalty: 5645.091309
	Iteration 54Q: 3 clusters Score -1.127679e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 85461 members 
Entering Unmasked Estep 
Score: -11276785.000000 Penalty: 5645.091309
	Iteration 55Q: 3 clusters Score -1.127678e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -11276767.000000 Penalty: 5645.091309
	Iteration 56Q: 3 clusters Score -1.127677e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 85519 members 
Entering Unmasked Estep 
Score: -11276769.000000 Penalty: 5645.091309
	Iteration 57Q: 3 clusters Score -1.127677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
Score: -11276780.000000 Penalty: 5645.091309
	Iteration 58Q: 3 clusters Score -1.127678e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 85555 members 
Entering Unmasked Estep 
Score: -11276792.000000 Penalty: 5645.091309
	Iteration 59Q: 3 clusters Score -1.127679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 85575 members 
Entering Unmasked Estep 
Score: -11276794.000000 Penalty: 5645.091309
	Iteration 60F: 3 clusters Score -1.127679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 85599 members 
Entering Unmasked Estep 
Score: -11276796.000000 Penalty: 5645.091309
	Iteration 61Q: 3 clusters Score -1.12768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -11276790.000000 Penalty: 5645.091309
	Iteration 62Q: 3 clusters Score -1.127679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 85636 members 
Entering Unmasked Estep 
Score: -11276788.000000 Penalty: 5645.091309
	Iteration 63Q: 3 clusters Score -1.127679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 85656 members 
Entering Unmasked Estep 
Score: -11276808.000000 Penalty: 5645.091309
	Iteration 64Q: 3 clusters Score -1.127681e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -11276804.000000 Penalty: 5645.091309
	Iteration 65Q: 3 clusters Score -1.12768e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 85698 members 
Entering Unmasked Estep 
Score: -11276814.000000 Penalty: 5645.091309
	Iteration 66Q: 3 clusters Score -1.127681e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 85722 members 
Entering Unmasked Estep 
Score: -11276824.000000 Penalty: 5645.091309
	Iteration 67Q: 3 clusters Score -1.127682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 85738 members 
Entering Unmasked Estep 
Score: -11276842.000000 Penalty: 5645.091309
	Iteration 68Q: 3 clusters Score -1.127684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 85749 members 
Entering Unmasked Estep 
Score: -11276830.000000 Penalty: 5645.091309
	Iteration 69Q: 3 clusters Score -1.127683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 85760 members 
Entering Unmasked Estep 
Score: -11276827.000000 Penalty: 5645.091309
	Iteration 70Q: 3 clusters Score -1.127683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 85770 members 
Entering Unmasked Estep 
Score: -11276819.000000 Penalty: 5645.091309
	Iteration 71Q: 3 clusters Score -1.127682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 85782 members 
Entering Unmasked Estep 
Score: -11276831.000000 Penalty: 5645.091309
	Iteration 72Q: 3 clusters Score -1.127683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -11276833.000000 Penalty: 5645.091309
	Iteration 73Q: 3 clusters Score -1.127683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 85800 members 
Entering Unmasked Estep 
Score: -11276833.000000 Penalty: 5645.091309
	Iteration 74Q: 3 clusters Score -1.127683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -11276838.000000 Penalty: 5645.091309
	Iteration 75Q: 3 clusters Score -1.127684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 85823 members 
Entering Unmasked Estep 
Score: -11276838.000000 Penalty: 5645.091309
	Iteration 76Q: 3 clusters Score -1.127684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 85840 members 
Entering Unmasked Estep 
Score: -11276829.000000 Penalty: 5645.091309
	Iteration 77Q: 3 clusters Score -1.127683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -11276836.000000 Penalty: 5645.091309
	Iteration 78Q: 3 clusters Score -1.127684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -11276839.000000 Penalty: 5645.091309
	Iteration 79Q: 3 clusters Score -1.127684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -11276842.000000 Penalty: 5645.091309
	Iteration 80F: 3 clusters Score -1.127684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 85888 members 
Entering Unmasked Estep 
Score: -11276857.000000 Penalty: 5645.091309
	Iteration 81Q: 3 clusters Score -1.127686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 85898 members 
Entering Unmasked Estep 
Score: -11276857.000000 Penalty: 5645.091309
	Iteration 82Q: 3 clusters Score -1.127686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 85905 members 
Entering Unmasked Estep 
Score: -11276853.000000 Penalty: 5645.091309
	Iteration 83Q: 3 clusters Score -1.127685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -11276851.000000 Penalty: 5645.091309
	Iteration 84Q: 3 clusters Score -1.127685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
Score: -11276857.000000 Penalty: 5645.091309
	Iteration 85Q: 3 clusters Score -1.127686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
Score: -11276857.000000 Penalty: 5645.091309
	Iteration 86F: 3 clusters Score -1.127686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -106818.570312 Penalty: 1717.059937
	Iteration 0F: 2 clusters Score -106818.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -104903.046875 Penalty: 3434.119873
	Iteration 0F: 3 clusters Score -104903 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -105455.359375 Penalty: 3434.119873
	Iteration 1F: 3 clusters Score -105455.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -105873.750000 Penalty: 3434.119873
	Iteration 2F: 3 clusters Score -105873.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -106077.679688 Penalty: 3434.119873
	Iteration 3F: 3 clusters Score -106077.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -106189.578125 Penalty: 3434.119873
	Iteration 4Q: 3 clusters Score -106189.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -106315.804688 Penalty: 3434.119873
	Iteration 5Q: 3 clusters Score -106315.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -106386.382812 Penalty: 3434.119873
	Iteration 6Q: 3 clusters Score -106386.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -106436.937500 Penalty: 3434.119873
	Iteration 7Q: 3 clusters Score -106436.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -106477.890625 Penalty: 3434.119873
	Iteration 8Q: 3 clusters Score -106477.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -106516.375000 Penalty: 3434.119873
	Iteration 9Q: 3 clusters Score -106516.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -106574.476562 Penalty: 3434.119873
	Iteration 10Q: 3 clusters Score -106574.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -106677.078125 Penalty: 3434.119873
	Iteration 11Q: 3 clusters Score -106677.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -106746.539062 Penalty: 3434.119873
	Iteration 12Q: 3 clusters Score -106746.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -106820.695312 Penalty: 3434.119873
	Iteration 13Q: 3 clusters Score -106820.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -106999.039062 Penalty: 3434.119873
	Iteration 14Q: 3 clusters Score -106999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -107196.031250 Penalty: 3434.119873
	Iteration 15Q: 3 clusters Score -107196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -107214.140625 Penalty: 3434.119873
	Iteration 16Q: 3 clusters Score -107214.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -107235.914062 Penalty: 3434.119873
	Iteration 17Q: 3 clusters Score -107235.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -107282.976562 Penalty: 3434.119873
	Iteration 18Q: 3 clusters Score -107283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107321.937500 Penalty: 3434.119873
	Iteration 19Q: 3 clusters Score -107321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -107325.281250 Penalty: 3434.119873
	Iteration 20F: 3 clusters Score -107325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -107335.460938 Penalty: 3434.119873
	Iteration 21Q: 3 clusters Score -107335.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -107355.375000 Penalty: 3434.119873
	Iteration 22Q: 3 clusters Score -107355.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -107364.335938 Penalty: 3434.119873
	Iteration 23Q: 3 clusters Score -107364.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -107374.257812 Penalty: 3434.119873
	Iteration 24Q: 3 clusters Score -107374.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -107389.781250 Penalty: 3434.119873
	Iteration 25Q: 3 clusters Score -107389.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -107405.492188 Penalty: 3434.119873
	Iteration 26Q: 3 clusters Score -107405.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -107430.921875 Penalty: 3434.119873
	Iteration 27Q: 3 clusters Score -107430.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -107466.398438 Penalty: 3434.119873
	Iteration 28Q: 3 clusters Score -107466.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -107496.648438 Penalty: 3434.119873
	Iteration 29Q: 3 clusters Score -107496.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -107586.039062 Penalty: 3434.119873
	Iteration 30Q: 3 clusters Score -107586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -107797.765625 Penalty: 3434.119873
	Iteration 31Q: 3 clusters Score -107797.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -108296.843750 Penalty: 3434.119873
	Iteration 32Q: 3 clusters Score -108296.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -108927.312500 Penalty: 3434.119873
	Iteration 33Q: 3 clusters Score -108927.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -108927.312500 Penalty: 3434.119873
	Iteration 34F: 3 clusters Score -108927.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157621 members 
Mstep: Class 3 contains 188166 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 153415 members 
Mstep: Class 8 contains 80087 members 
Mstep: Class 9 contains 152033 members 
Mstep: Class 10 contains 82042 members 
Mstep: Class 11 contains 87907 members 
Mstep: Class 12 contains 166533 members 
Mstep: Class 13 contains 77721 members 
Mstep: Class 14 contains 29212 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87661 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 479 members 
Mstep: Class 23 contains 465 members 
Entering Unmasked Estep 
Score: -161336832.000000 Penalty: 80260.382812
Splitting cluster 21 changes total score from -161336544.000000 to -161336832.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -46043.484375 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -46043.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44548.226562 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -44548.23 nChanged 96
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: -44854.578125 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -44854.58 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45039.597656 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -45039.6 nChanged 32
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: -45204.457031 Penalty: 3061.163330
	Iteration 3F: 3 clusters Score -45204.46 nChanged 31
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: -45420.753906 Penalty: 3061.163330
	Iteration 4F: 3 clusters Score -45420.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45593.707031 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -45593.71 nChanged 21
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: -45768.785156 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -45768.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45931.691406 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -45931.69 nChanged 12
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: -46135.640625 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -46135.64 nChanged 7
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: -46263.007812 Penalty: 3061.163330
	Iteration 9Q: 3 clusters Score -46263.01 nChanged 8
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: -46434.343750 Penalty: 3061.163330
	Iteration 10Q: 3 clusters Score -46434.34 nChanged 8
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: -46517.785156 Penalty: 3061.163330
	Iteration 11Q: 3 clusters Score -46517.79 nChanged 6
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: -46596.472656 Penalty: 3061.163330
	Iteration 12Q: 3 clusters Score -46596.47 nChanged 3
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: -46639.511719 Penalty: 3061.163330
	Iteration 13Q: 3 clusters Score -46639.51 nChanged 1
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: -46665.953125 Penalty: 3061.163330
	Iteration 14Q: 3 clusters Score -46665.95 nChanged 3
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: -46835.128906 Penalty: 3061.163330
	Iteration 15Q: 3 clusters Score -46835.13 nChanged 0
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: -46835.128906 Penalty: 3061.163330
	Iteration 16F: 3 clusters Score -46835.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157621 members 
Mstep: Class 3 contains 188166 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 153415 members 
Mstep: Class 8 contains 80087 members 
Mstep: Class 9 contains 152033 members 
Mstep: Class 10 contains 82042 members 
Mstep: Class 11 contains 87907 members 
Mstep: Class 12 contains 166533 members 
Mstep: Class 13 contains 77721 members 
Mstep: Class 14 contains 29212 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87661 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 253 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 226 members 
Entering Unmasked Estep 
Score: -161335664.000000 Penalty: 83749.968750
Splitting cluster 22 changes total score from -161336544.000000 to -161335664.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 157621 members 
Mstep: Class 3 contains 188166 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 153415 members 
Mstep: Class 8 contains 80087 members 
Mstep: Class 9 contains 152033 members 
Mstep: Class 10 contains 82042 members 
Mstep: Class 11 contains 87907 members 
Mstep: Class 12 contains 166533 members 
Mstep: Class 13 contains 77721 members 
Mstep: Class 14 contains 29212 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87661 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336880.000000 Penalty: 80260.382812
Iteration 199Q: 24 clusters Score -1.613369e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 157618 members 
Mstep: Class 3 contains 188179 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 153409 members 
Mstep: Class 8 contains 80078 members 
Mstep: Class 9 contains 152040 members 
Mstep: Class 10 contains 82043 members 
Mstep: Class 11 contains 87906 members 
Mstep: Class 12 contains 166526 members 
Mstep: Class 13 contains 77722 members 
Mstep: Class 14 contains 29219 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87658 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 472 members 
Mstep: Class 23 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336992.000000 Penalty: 80260.382812
Iteration 200F: 24 clusters Score -1.61337e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 157614 members 
Mstep: Class 3 contains 188182 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 153426 members 
Mstep: Class 8 contains 80074 members 
Mstep: Class 9 contains 152042 members 
Mstep: Class 10 contains 82045 members 
Mstep: Class 11 contains 87905 members 
Mstep: Class 12 contains 166507 members 
Mstep: Class 13 contains 77722 members 
Mstep: Class 14 contains 29222 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87659 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337184.000000 Penalty: 80260.382812
Iteration 201Q: 24 clusters Score -1.613372e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157620 members 
Mstep: Class 3 contains 188191 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10851 members 
Mstep: Class 7 contains 153422 members 
Mstep: Class 8 contains 80070 members 
Mstep: Class 9 contains 152048 members 
Mstep: Class 10 contains 82050 members 
Mstep: Class 11 contains 87908 members 
Mstep: Class 12 contains 166487 members 
Mstep: Class 13 contains 77724 members 
Mstep: Class 14 contains 29230 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87649 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337024.000000 Penalty: 80260.382812
Iteration 202Q: 24 clusters Score -1.61337e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157618 members 
Mstep: Class 3 contains 188219 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10850 members 
Mstep: Class 7 contains 153423 members 
Mstep: Class 8 contains 80064 members 
Mstep: Class 9 contains 152053 members 
Mstep: Class 10 contains 82053 members 
Mstep: Class 11 contains 87902 members 
Mstep: Class 12 contains 166483 members 
Mstep: Class 13 contains 77718 members 
Mstep: Class 14 contains 29229 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87638 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337024.000000 Penalty: 80260.382812
Iteration 203Q: 24 clusters Score -1.61337e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157618 members 
Mstep: Class 3 contains 188236 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10850 members 
Mstep: Class 7 contains 153418 members 
Mstep: Class 8 contains 80063 members 
Mstep: Class 9 contains 152044 members 
Mstep: Class 10 contains 82052 members 
Mstep: Class 11 contains 87903 members 
Mstep: Class 12 contains 166492 members 
Mstep: Class 13 contains 77707 members 
Mstep: Class 14 contains 29230 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87636 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337104.000000 Penalty: 80260.382812
Iteration 204Q: 24 clusters Score -1.613371e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157615 members 
Mstep: Class 3 contains 188253 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10849 members 
Mstep: Class 7 contains 153406 members 
Mstep: Class 8 contains 80064 members 
Mstep: Class 9 contains 152045 members 
Mstep: Class 10 contains 82053 members 
Mstep: Class 11 contains 87898 members 
Mstep: Class 12 contains 166489 members 
Mstep: Class 13 contains 77702 members 
Mstep: Class 14 contains 29239 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87637 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337184.000000 Penalty: 80260.382812
Iteration 205Q: 24 clusters Score -1.613372e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157616 members 
Mstep: Class 3 contains 188255 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10849 members 
Mstep: Class 7 contains 153413 members 
Mstep: Class 8 contains 80053 members 
Mstep: Class 9 contains 152055 members 
Mstep: Class 10 contains 82056 members 
Mstep: Class 11 contains 87898 members 
Mstep: Class 12 contains 166482 members 
Mstep: Class 13 contains 77696 members 
Mstep: Class 14 contains 29240 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7768 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87639 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337104.000000 Penalty: 80260.382812
Iteration 206Q: 24 clusters Score -1.613371e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157619 members 
Mstep: Class 3 contains 188262 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10849 members 
Mstep: Class 7 contains 153413 members 
Mstep: Class 8 contains 80053 members 
Mstep: Class 9 contains 152061 members 
Mstep: Class 10 contains 82058 members 
Mstep: Class 11 contains 87898 members 
Mstep: Class 12 contains 166473 members 
Mstep: Class 13 contains 77690 members 
Mstep: Class 14 contains 29243 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7768 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87633 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337104.000000 Penalty: 80260.382812
Iteration 207Q: 24 clusters Score -1.613371e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157618 members 
Mstep: Class 3 contains 188290 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10849 members 
Mstep: Class 7 contains 153403 members 
Mstep: Class 8 contains 80052 members 
Mstep: Class 9 contains 152061 members 
Mstep: Class 10 contains 82058 members 
Mstep: Class 11 contains 87899 members 
Mstep: Class 12 contains 166462 members 
Mstep: Class 13 contains 77693 members 
Mstep: Class 14 contains 29240 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87624 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337024.000000 Penalty: 80260.382812
Iteration 208Q: 24 clusters Score -1.61337e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157618 members 
Mstep: Class 3 contains 188292 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10849 members 
Mstep: Class 7 contains 153420 members 
Mstep: Class 8 contains 80048 members 
Mstep: Class 9 contains 152065 members 
Mstep: Class 10 contains 82055 members 
Mstep: Class 11 contains 87899 members 
Mstep: Class 12 contains 166453 members 
Mstep: Class 13 contains 77687 members 
Mstep: Class 14 contains 29244 members 
Mstep: Class 15 contains 1700 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87619 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337008.000000 Penalty: 80260.382812
Iteration 209Q: 24 clusters Score -1.61337e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157618 members 
Mstep: Class 3 contains 188310 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10848 members 
Mstep: Class 7 contains 153428 members 
Mstep: Class 8 contains 80043 members 
Mstep: Class 9 contains 152067 members 
Mstep: Class 10 contains 82055 members 
Mstep: Class 11 contains 87902 members 
Mstep: Class 12 contains 166436 members 
Mstep: Class 13 contains 77684 members 
Mstep: Class 14 contains 29248 members 
Mstep: Class 15 contains 1700 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87609 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336864.000000 Penalty: 80260.382812
Iteration 210Q: 24 clusters Score -1.613369e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157610 members 
Mstep: Class 3 contains 188333 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10848 members 
Mstep: Class 7 contains 153437 members 
Mstep: Class 8 contains 80040 members 
Mstep: Class 9 contains 152071 members 
Mstep: Class 10 contains 82056 members 
Mstep: Class 11 contains 87903 members 
Mstep: Class 12 contains 166416 members 
Mstep: Class 13 contains 77677 members 
Mstep: Class 14 contains 29250 members 
Mstep: Class 15 contains 1700 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87608 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336976.000000 Penalty: 80260.382812
Iteration 211Q: 24 clusters Score -1.61337e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157598 members 
Mstep: Class 3 contains 188343 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10848 members 
Mstep: Class 7 contains 153443 members 
Mstep: Class 8 contains 80038 members 
Mstep: Class 9 contains 152087 members 
Mstep: Class 10 contains 82054 members 
Mstep: Class 11 contains 87903 members 
Mstep: Class 12 contains 166392 members 
Mstep: Class 13 contains 77678 members 
Mstep: Class 14 contains 29254 members 
Mstep: Class 15 contains 1700 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87611 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337056.000000 Penalty: 80260.382812
Iteration 212Q: 24 clusters Score -1.613371e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157590 members 
Mstep: Class 3 contains 188353 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10848 members 
Mstep: Class 7 contains 153450 members 
Mstep: Class 8 contains 80033 members 
Mstep: Class 9 contains 152098 members 
Mstep: Class 10 contains 82056 members 
Mstep: Class 11 contains 87902 members 
Mstep: Class 12 contains 166381 members 
Mstep: Class 13 contains 77674 members 
Mstep: Class 14 contains 29258 members 
Mstep: Class 15 contains 1700 members 
Mstep: Class 16 contains 7769 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87608 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337136.000000 Penalty: 80260.382812
Iteration 213Q: 24 clusters Score -1.613371e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157591 members 
Mstep: Class 3 contains 188369 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10847 members 
Mstep: Class 7 contains 153459 members 
Mstep: Class 8 contains 80029 members 
Mstep: Class 9 contains 152109 members 
Mstep: Class 10 contains 82053 members 
Mstep: Class 11 contains 87889 members 
Mstep: Class 12 contains 166368 members 
Mstep: Class 13 contains 77666 members 
Mstep: Class 14 contains 29257 members 
Mstep: Class 15 contains 1700 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87613 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337072.000000 Penalty: 80260.382812
Iteration 214Q: 24 clusters Score -1.613371e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157593 members 
Mstep: Class 3 contains 188375 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10847 members 
Mstep: Class 7 contains 153482 members 
Mstep: Class 8 contains 80022 members 
Mstep: Class 9 contains 152117 members 
Mstep: Class 10 contains 82053 members 
Mstep: Class 11 contains 87882 members 
Mstep: Class 12 contains 166356 members 
Mstep: Class 13 contains 77656 members 
Mstep: Class 14 contains 29258 members 
Mstep: Class 15 contains 1701 members 
Mstep: Class 16 contains 7769 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87609 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336992.000000 Penalty: 80260.382812
Iteration 215Q: 24 clusters Score -1.61337e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157592 members 
Mstep: Class 3 contains 188384 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10847 members 
Mstep: Class 7 contains 153496 members 
Mstep: Class 8 contains 80020 members 
Mstep: Class 9 contains 152121 members 
Mstep: Class 10 contains 82051 members 
Mstep: Class 11 contains 87875 members 
Mstep: Class 12 contains 166343 members 
Mstep: Class 13 contains 77647 members 
Mstep: Class 14 contains 29264 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7768 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87610 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337008.000000 Penalty: 80260.382812
Iteration 216Q: 24 clusters Score -1.61337e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157587 members 
Mstep: Class 3 contains 188402 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10845 members 
Mstep: Class 7 contains 153498 members 
Mstep: Class 8 contains 80020 members 
Mstep: Class 9 contains 152124 members 
Mstep: Class 10 contains 82046 members 
Mstep: Class 11 contains 87873 members 
Mstep: Class 12 contains 166334 members 
Mstep: Class 13 contains 77640 members 
Mstep: Class 14 contains 29271 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 16 contains 7766 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 87609 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336800.000000 Penalty: 80260.382812
Iteration 217Q: 24 clusters Score -1.613368e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157579 members 
Mstep: Class 3 contains 188413 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10844 members 
Mstep: Class 7 contains 153502 members 
Mstep: Class 8 contains 80018 members 
Mstep: Class 9 contains 152122 members 
Mstep: Class 10 contains 82041 members 
Mstep: Class 11 contains 87874 members 
Mstep: Class 12 contains 166335 members 
Mstep: Class 13 contains 77631 members 
Mstep: Class 14 contains 29276 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 16 contains 7765 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87614 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336944.000000 Penalty: 80260.382812
Iteration 218Q: 24 clusters Score -1.613369e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157582 members 
Mstep: Class 3 contains 188417 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10845 members 
Mstep: Class 7 contains 153513 members 
Mstep: Class 8 contains 80007 members 
Mstep: Class 9 contains 152121 members 
Mstep: Class 10 contains 82039 members 
Mstep: Class 11 contains 87874 members 
Mstep: Class 12 contains 166338 members 
Mstep: Class 13 contains 77618 members 
Mstep: Class 14 contains 29284 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 16 contains 7766 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87612 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336944.000000 Penalty: 80260.382812
Iteration 219Q: 24 clusters Score -1.613369e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157580 members 
Mstep: Class 3 contains 188415 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10845 members 
Mstep: Class 7 contains 153511 members 
Mstep: Class 8 contains 80012 members 
Mstep: Class 9 contains 152126 members 
Mstep: Class 10 contains 82039 members 
Mstep: Class 11 contains 87874 members 
Mstep: Class 12 contains 166345 members 
Mstep: Class 13 contains 77605 members 
Mstep: Class 14 contains 29287 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7766 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87612 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336896.000000 Penalty: 80260.382812
Iteration 220F: 24 clusters Score -1.613369e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157573 members 
Mstep: Class 3 contains 188412 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10845 members 
Mstep: Class 7 contains 153521 members 
Mstep: Class 8 contains 80011 members 
Mstep: Class 9 contains 152133 members 
Mstep: Class 10 contains 82037 members 
Mstep: Class 11 contains 87871 members 
Mstep: Class 12 contains 166358 members 
Mstep: Class 13 contains 77597 members 
Mstep: Class 14 contains 29290 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7766 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87603 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336928.000000 Penalty: 80260.382812
Iteration 221Q: 24 clusters Score -1.613369e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157571 members 
Mstep: Class 3 contains 188407 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10845 members 
Mstep: Class 7 contains 153530 members 
Mstep: Class 8 contains 80011 members 
Mstep: Class 9 contains 152138 members 
Mstep: Class 10 contains 82036 members 
Mstep: Class 11 contains 87871 members 
Mstep: Class 12 contains 166362 members 
Mstep: Class 13 contains 77587 members 
Mstep: Class 14 contains 29296 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7767 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87596 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336928.000000 Penalty: 80260.382812
Iteration 222Q: 24 clusters Score -1.613369e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157570 members 
Mstep: Class 3 contains 188408 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10843 members 
Mstep: Class 7 contains 153541 members 
Mstep: Class 8 contains 80013 members 
Mstep: Class 9 contains 152142 members 
Mstep: Class 10 contains 82034 members 
Mstep: Class 11 contains 87864 members 
Mstep: Class 12 contains 166356 members 
Mstep: Class 13 contains 77577 members 
Mstep: Class 14 contains 29302 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7768 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87599 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336944.000000 Penalty: 80260.382812
Iteration 223Q: 24 clusters Score -1.613369e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157569 members 
Mstep: Class 3 contains 188418 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10840 members 
Mstep: Class 7 contains 153546 members 
Mstep: Class 8 contains 80012 members 
Mstep: Class 9 contains 152146 members 
Mstep: Class 10 contains 82037 members 
Mstep: Class 11 contains 87862 members 
Mstep: Class 12 contains 166346 members 
Mstep: Class 13 contains 77566 members 
Mstep: Class 14 contains 29306 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7769 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87600 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336800.000000 Penalty: 80260.382812
Iteration 224Q: 24 clusters Score -1.613368e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157565 members 
Mstep: Class 3 contains 188437 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10840 members 
Mstep: Class 7 contains 153560 members 
Mstep: Class 8 contains 80009 members 
Mstep: Class 9 contains 152146 members 
Mstep: Class 10 contains 82036 members 
Mstep: Class 11 contains 87860 members 
Mstep: Class 12 contains 166329 members 
Mstep: Class 13 contains 77559 members 
Mstep: Class 14 contains 29317 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7769 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87590 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336800.000000 Penalty: 80260.382812
Iteration 225Q: 24 clusters Score -1.613368e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157556 members 
Mstep: Class 3 contains 188450 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10839 members 
Mstep: Class 7 contains 153577 members 
Mstep: Class 8 contains 80010 members 
Mstep: Class 9 contains 152141 members 
Mstep: Class 10 contains 82034 members 
Mstep: Class 11 contains 87860 members 
Mstep: Class 12 contains 166316 members 
Mstep: Class 13 contains 77554 members 
Mstep: Class 14 contains 29323 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7769 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87588 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336928.000000 Penalty: 80260.382812
Iteration 226Q: 24 clusters Score -1.613369e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157550 members 
Mstep: Class 3 contains 188463 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10839 members 
Mstep: Class 7 contains 153576 members 
Mstep: Class 8 contains 80008 members 
Mstep: Class 9 contains 152146 members 
Mstep: Class 10 contains 82035 members 
Mstep: Class 11 contains 87858 members 
Mstep: Class 12 contains 166310 members 
Mstep: Class 13 contains 77554 members 
Mstep: Class 14 contains 29325 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7769 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87584 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336816.000000 Penalty: 80260.382812
Iteration 227Q: 24 clusters Score -1.613368e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157547 members 
Mstep: Class 3 contains 188472 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10839 members 
Mstep: Class 7 contains 153584 members 
Mstep: Class 8 contains 80007 members 
Mstep: Class 9 contains 152150 members 
Mstep: Class 10 contains 82033 members 
Mstep: Class 11 contains 87856 members 
Mstep: Class 12 contains 166305 members 
Mstep: Class 13 contains 77545 members 
Mstep: Class 14 contains 29329 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87580 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336768.000000 Penalty: 80260.382812
Iteration 228Q: 24 clusters Score -1.613368e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157547 members 
Mstep: Class 3 contains 188477 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10839 members 
Mstep: Class 7 contains 153584 members 
Mstep: Class 8 contains 80004 members 
Mstep: Class 9 contains 152147 members 
Mstep: Class 10 contains 82033 members 
Mstep: Class 11 contains 87847 members 
Mstep: Class 12 contains 166312 members 
Mstep: Class 13 contains 77542 members 
Mstep: Class 14 contains 29336 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87579 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336816.000000 Penalty: 80260.382812
Iteration 229Q: 24 clusters Score -1.613368e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157544 members 
Mstep: Class 3 contains 188484 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10839 members 
Mstep: Class 7 contains 153582 members 
Mstep: Class 8 contains 80005 members 
Mstep: Class 9 contains 152146 members 
Mstep: Class 10 contains 82032 members 
Mstep: Class 11 contains 87846 members 
Mstep: Class 12 contains 166314 members 
Mstep: Class 13 contains 77537 members 
Mstep: Class 14 contains 29347 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87571 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336800.000000 Penalty: 80260.382812
Iteration 230Q: 24 clusters Score -1.613368e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157541 members 
Mstep: Class 3 contains 188487 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10839 members 
Mstep: Class 7 contains 153585 members 
Mstep: Class 8 contains 80004 members 
Mstep: Class 9 contains 152145 members 
Mstep: Class 10 contains 82034 members 
Mstep: Class 11 contains 87846 members 
Mstep: Class 12 contains 166315 members 
Mstep: Class 13 contains 77536 members 
Mstep: Class 14 contains 29349 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87566 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336736.000000 Penalty: 80260.382812
Iteration 231Q: 24 clusters Score -1.613367e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157538 members 
Mstep: Class 3 contains 188483 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 153585 members 
Mstep: Class 8 contains 80008 members 
Mstep: Class 9 contains 152144 members 
Mstep: Class 10 contains 82035 members 
Mstep: Class 11 contains 87845 members 
Mstep: Class 12 contains 166326 members 
Mstep: Class 13 contains 77530 members 
Mstep: Class 14 contains 29350 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87565 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336736.000000 Penalty: 80260.382812
Iteration 232Q: 24 clusters Score -1.613367e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157538 members 
Mstep: Class 3 contains 188491 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 153592 members 
Mstep: Class 8 contains 80004 members 
Mstep: Class 9 contains 152142 members 
Mstep: Class 10 contains 82033 members 
Mstep: Class 11 contains 87840 members 
Mstep: Class 12 contains 166326 members 
Mstep: Class 13 contains 77528 members 
Mstep: Class 14 contains 29347 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7771 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87567 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336800.000000 Penalty: 80260.382812
Iteration 233Q: 24 clusters Score -1.613368e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157530 members 
Mstep: Class 3 contains 188499 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 153597 members 
Mstep: Class 8 contains 79999 members 
Mstep: Class 9 contains 152140 members 
Mstep: Class 10 contains 82034 members 
Mstep: Class 11 contains 87839 members 
Mstep: Class 12 contains 166337 members 
Mstep: Class 13 contains 77522 members 
Mstep: Class 14 contains 29346 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87566 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336896.000000 Penalty: 80260.382812
Iteration 234Q: 24 clusters Score -1.613369e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157528 members 
Mstep: Class 3 contains 188499 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 153615 members 
Mstep: Class 8 contains 79995 members 
Mstep: Class 9 contains 152135 members 
Mstep: Class 10 contains 82034 members 
Mstep: Class 11 contains 87834 members 
Mstep: Class 12 contains 166339 members 
Mstep: Class 13 contains 77525 members 
Mstep: Class 14 contains 29346 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7767 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87562 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336816.000000 Penalty: 80260.382812
Iteration 235Q: 24 clusters Score -1.613368e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157528 members 
Mstep: Class 3 contains 188501 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 153613 members 
Mstep: Class 8 contains 79996 members 
Mstep: Class 9 contains 152130 members 
Mstep: Class 10 contains 82031 members 
Mstep: Class 11 contains 87832 members 
Mstep: Class 12 contains 166353 members 
Mstep: Class 13 contains 77526 members 
Mstep: Class 14 contains 29347 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7765 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87557 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336928.000000 Penalty: 80260.382812
Iteration 236Q: 24 clusters Score -1.613369e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157526 members 
Mstep: Class 3 contains 188500 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 153618 members 
Mstep: Class 8 contains 79996 members 
Mstep: Class 9 contains 152124 members 
Mstep: Class 10 contains 82029 members 
Mstep: Class 11 contains 87828 members 
Mstep: Class 12 contains 166366 members 
Mstep: Class 13 contains 77523 members 
Mstep: Class 14 contains 29350 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7765 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87553 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336944.000000 Penalty: 80260.382812
Iteration 237Q: 24 clusters Score -1.613369e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 157527 members 
Mstep: Class 3 contains 188493 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 153615 members 
Mstep: Class 8 contains 79992 members 
Mstep: Class 9 contains 152121 members 
Mstep: Class 10 contains 82030 members 
Mstep: Class 11 contains 87833 members 
Mstep: Class 12 contains 166376 members 
Mstep: Class 13 contains 77526 members 
Mstep: Class 14 contains 29353 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7764 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87548 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336944.000000 Penalty: 80260.382812
Iteration 238Q: 24 clusters Score -1.613369e+08 nChanged 130
Entering ConstructFrom: 
Score: -161336944.000000 Penalty: 80260.382812
Entering ConstructFrom: 
Trying to split cluster 1 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -90321.632812 Penalty: 1688.915283
	Iteration 0F: 2 clusters Score -90321.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88601.859375 Penalty: 3377.830566
	Iteration 0F: 3 clusters Score -88601.86 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -89450.695312 Penalty: 3377.830566
	Iteration 1F: 3 clusters Score -89450.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -90329.421875 Penalty: 3377.830566
	Iteration 2F: 3 clusters Score -90329.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -91464.757812 Penalty: 3377.830566
	Iteration 3F: 3 clusters Score -91464.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91727.656250 Penalty: 3377.830566
	Iteration 4Q: 3 clusters Score -91727.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91852.500000 Penalty: 3377.830566
	Iteration 5Q: 3 clusters Score -91852.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -91928.437500 Penalty: 3377.830566
	Iteration 6Q: 3 clusters Score -91928.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -91989.226562 Penalty: 3377.830566
	Iteration 7Q: 3 clusters Score -91989.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -92095.382812 Penalty: 3377.830566
	Iteration 8Q: 3 clusters Score -92095.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -92177.843750 Penalty: 3377.830566
	Iteration 9Q: 3 clusters Score -92177.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -92196.437500 Penalty: 3377.830566
	Iteration 10Q: 3 clusters Score -92196.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -92248.390625 Penalty: 3377.830566
	Iteration 11Q: 3 clusters Score -92248.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -92318.453125 Penalty: 3377.830566
	Iteration 12Q: 3 clusters Score -92318.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -92390.218750 Penalty: 3377.830566
	Iteration 13Q: 3 clusters Score -92390.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92402.648438 Penalty: 3377.830566
	Iteration 14Q: 3 clusters Score -92402.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92421.164062 Penalty: 3377.830566
	Iteration 15F: 3 clusters Score -92421.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -92452.625000 Penalty: 3377.830566
	Iteration 16Q: 3 clusters Score -92452.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -92459.203125 Penalty: 3377.830566
	Iteration 17Q: 3 clusters Score -92459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -92466.468750 Penalty: 3377.830566
	Iteration 18Q: 3 clusters Score -92466.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -92473.156250 Penalty: 3377.830566
	Iteration 19Q: 3 clusters Score -92473.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -92473.156250 Penalty: 3377.830566
	Iteration 20F: 3 clusters Score -92473.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 157524 members 
Mstep: Class 3 contains 188492 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 153625 members 
Mstep: Class 8 contains 79987 members 
Mstep: Class 9 contains 152119 members 
Mstep: Class 10 contains 82032 members 
Mstep: Class 11 contains 87834 members 
Mstep: Class 12 contains 166373 members 
Mstep: Class 13 contains 77524 members 
Mstep: Class 14 contains 29358 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7762 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87548 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Mstep: Class 24 contains 311 members 
Entering Unmasked Estep 
Score: -161337232.000000 Penalty: 83749.968750
Splitting cluster 1 changes total score from -161336944.000000 to -161337232.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 2 (157524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157524 members 
Entering Unmasked Estep 
Score: -20295190.000000 Penalty: 2967.898438
	Iteration 0F: 2 clusters Score -2.029519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78729 members 
Mstep: Class 2 contains 78795 members 
Entering Unmasked Estep 
Score: -20196930.000000 Penalty: 5935.796875
	Iteration 0F: 3 clusters Score -2.019693e+07 nChanged 75577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Mstep: Class 2 contains 79280 members 
Entering Unmasked Estep 
Score: -20240352.000000 Penalty: 5935.796875
	Iteration 1F: 3 clusters Score -2.024035e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -20240998.000000 Penalty: 5935.796875
	Iteration 2Q: 3 clusters Score -2.0241e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 80145 members 
Entering Unmasked Estep 
Score: -20241696.000000 Penalty: 5935.796875
	Iteration 3Q: 3 clusters Score -2.02417e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76653 members 
Mstep: Class 2 contains 80871 members 
Entering Unmasked Estep 
Score: -20242412.000000 Penalty: 5935.796875
	Iteration 4Q: 3 clusters Score -2.024241e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -20243168.000000 Penalty: 5935.796875
	Iteration 5Q: 3 clusters Score -2.024317e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 83819 members 
Entering Unmasked Estep 
Score: -20244124.000000 Penalty: 5935.796875
	Iteration 6Q: 3 clusters Score -2.024412e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 86476 members 
Entering Unmasked Estep 
Score: -20245374.000000 Penalty: 5935.796875
	Iteration 7Q: 3 clusters Score -2.024537e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 90090 members 
Entering Unmasked Estep 
Score: -20247244.000000 Penalty: 5935.796875
	Iteration 8Q: 3 clusters Score -2.024724e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 94976 members 
Entering Unmasked Estep 
Score: -20250364.000000 Penalty: 5935.796875
	Iteration 9Q: 3 clusters Score -2.025036e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56605 members 
Mstep: Class 2 contains 100919 members 
Entering Unmasked Estep 
Score: -20255170.000000 Penalty: 5935.796875
	Iteration 10F: 3 clusters Score -2.025517e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 107433 members 
Entering Unmasked Estep 
Score: -20261574.000000 Penalty: 5935.796875
	Iteration 11F: 3 clusters Score -2.026157e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 112877 members 
Entering Unmasked Estep 
Score: -20268246.000000 Penalty: 5935.796875
	Iteration 12F: 3 clusters Score -2.026825e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 116527 members 
Entering Unmasked Estep 
Score: -20273054.000000 Penalty: 5935.796875
	Iteration 13F: 3 clusters Score -2.027305e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 118760 members 
Entering Unmasked Estep 
Score: -20275520.000000 Penalty: 5935.796875
	Iteration 14Q: 3 clusters Score -2.027552e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 120439 members 
Entering Unmasked Estep 
Score: -20276594.000000 Penalty: 5935.796875
	Iteration 15Q: 3 clusters Score -2.027659e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 122000 members 
Entering Unmasked Estep 
Score: -20277234.000000 Penalty: 5935.796875
	Iteration 16Q: 3 clusters Score -2.027723e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 123433 members 
Entering Unmasked Estep 
Score: -20277740.000000 Penalty: 5935.796875
	Iteration 17Q: 3 clusters Score -2.027774e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 124797 members 
Entering Unmasked Estep 
Score: -20278142.000000 Penalty: 5935.796875
	Iteration 18Q: 3 clusters Score -2.027814e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 126162 members 
Entering Unmasked Estep 
Score: -20278562.000000 Penalty: 5935.796875
	Iteration 19Q: 3 clusters Score -2.027856e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 127587 members 
Entering Unmasked Estep 
Score: -20279126.000000 Penalty: 5935.796875
	Iteration 20F: 3 clusters Score -2.027913e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 129017 members 
Entering Unmasked Estep 
Score: -20279690.000000 Penalty: 5935.796875
	Iteration 21Q: 3 clusters Score -2.027969e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 130380 members 
Entering Unmasked Estep 
Score: -20280116.000000 Penalty: 5935.796875
	Iteration 22Q: 3 clusters Score -2.028012e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 131718 members 
Entering Unmasked Estep 
Score: -20280608.000000 Penalty: 5935.796875
	Iteration 23Q: 3 clusters Score -2.028061e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 133029 members 
Entering Unmasked Estep 
Score: -20281148.000000 Penalty: 5935.796875
	Iteration 24Q: 3 clusters Score -2.028115e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 134432 members 
Entering Unmasked Estep 
Score: -20281956.000000 Penalty: 5935.796875
	Iteration 25Q: 3 clusters Score -2.028196e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 135858 members 
Entering Unmasked Estep 
Score: -20282654.000000 Penalty: 5935.796875
	Iteration 26Q: 3 clusters Score -2.028265e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 137243 members 
Entering Unmasked Estep 
Score: -20283404.000000 Penalty: 5935.796875
	Iteration 27Q: 3 clusters Score -2.02834e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 138651 members 
Entering Unmasked Estep 
Score: -20284254.000000 Penalty: 5935.796875
	Iteration 28Q: 3 clusters Score -2.028425e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 140044 members 
Entering Unmasked Estep 
Score: -20285004.000000 Penalty: 5935.796875
	Iteration 29Q: 3 clusters Score -2.0285e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 141376 members 
Entering Unmasked Estep 
Score: -20285620.000000 Penalty: 5935.796875
	Iteration 30Q: 3 clusters Score -2.028562e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 142674 members 
Entering Unmasked Estep 
Score: -20286074.000000 Penalty: 5935.796875
	Iteration 31Q: 3 clusters Score -2.028607e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 143958 members 
Entering Unmasked Estep 
Score: -20286646.000000 Penalty: 5935.796875
	Iteration 32Q: 3 clusters Score -2.028665e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 145198 members 
Entering Unmasked Estep 
Score: -20287446.000000 Penalty: 5935.796875
	Iteration 33Q: 3 clusters Score -2.028745e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 146399 members 
Entering Unmasked Estep 
Score: -20288232.000000 Penalty: 5935.796875
	Iteration 34Q: 3 clusters Score -2.028823e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 147569 members 
Entering Unmasked Estep 
Score: -20289024.000000 Penalty: 5935.796875
	Iteration 35Q: 3 clusters Score -2.028902e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 148761 members 
Entering Unmasked Estep 
Score: -20289818.000000 Penalty: 5935.796875
	Iteration 36Q: 3 clusters Score -2.028982e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 149828 members 
Entering Unmasked Estep 
Score: -20290386.000000 Penalty: 5935.796875
	Iteration 37Q: 3 clusters Score -2.029039e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 150856 members 
Entering Unmasked Estep 
Score: -20290954.000000 Penalty: 5935.796875
	Iteration 38Q: 3 clusters Score -2.029095e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 151807 members 
Entering Unmasked Estep 
Score: -20291370.000000 Penalty: 5935.796875
	Iteration 39Q: 3 clusters Score -2.029137e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 152697 members 
Entering Unmasked Estep 
Score: -20291684.000000 Penalty: 5935.796875
	Iteration 40F: 3 clusters Score -2.029168e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 153440 members 
Entering Unmasked Estep 
Score: -20291946.000000 Penalty: 5935.796875
	Iteration 41Q: 3 clusters Score -2.029195e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 154075 members 
Entering Unmasked Estep 
Score: -20292224.000000 Penalty: 5935.796875
	Iteration 42Q: 3 clusters Score -2.029222e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 154598 members 
Entering Unmasked Estep 
Score: -20292418.000000 Penalty: 5935.796875
	Iteration 43Q: 3 clusters Score -2.029242e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 154987 members 
Entering Unmasked Estep 
Score: -20292532.000000 Penalty: 5935.796875
	Iteration 44Q: 3 clusters Score -2.029253e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 155316 members 
Entering Unmasked Estep 
Score: -20292674.000000 Penalty: 5935.796875
	Iteration 45Q: 3 clusters Score -2.029267e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 155549 members 
Entering Unmasked Estep 
Score: -20292722.000000 Penalty: 5935.796875
	Iteration 46Q: 3 clusters Score -2.029272e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 155709 members 
Entering Unmasked Estep 
Score: -20292738.000000 Penalty: 5935.796875
	Iteration 47Q: 3 clusters Score -2.029274e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 155832 members 
Entering Unmasked Estep 
Score: -20292744.000000 Penalty: 5935.796875
	Iteration 48Q: 3 clusters Score -2.029274e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 155949 members 
Entering Unmasked Estep 
Score: -20292776.000000 Penalty: 5935.796875
	Iteration 49Q: 3 clusters Score -2.029278e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 156029 members 
Entering Unmasked Estep 
Score: -20292826.000000 Penalty: 5935.796875
	Iteration 50Q: 3 clusters Score -2.029283e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 156089 members 
Entering Unmasked Estep 
Score: -20292816.000000 Penalty: 5935.796875
	Iteration 51Q: 3 clusters Score -2.029282e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 156143 members 
Entering Unmasked Estep 
Score: -20292832.000000 Penalty: 5935.796875
	Iteration 52Q: 3 clusters Score -2.029283e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 156197 members 
Entering Unmasked Estep 
Score: -20292852.000000 Penalty: 5935.796875
	Iteration 53Q: 3 clusters Score -2.029285e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 156238 members 
Entering Unmasked Estep 
Score: -20292830.000000 Penalty: 5935.796875
	Iteration 54Q: 3 clusters Score -2.029283e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 156271 members 
Entering Unmasked Estep 
Score: -20292826.000000 Penalty: 5935.796875
	Iteration 55Q: 3 clusters Score -2.029283e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 156288 members 
Entering Unmasked Estep 
Score: -20292826.000000 Penalty: 5935.796875
	Iteration 56Q: 3 clusters Score -2.029283e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 156308 members 
Entering Unmasked Estep 
Score: -20292846.000000 Penalty: 5935.796875
	Iteration 57Q: 3 clusters Score -2.029285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 156326 members 
Entering Unmasked Estep 
Score: -20292858.000000 Penalty: 5935.796875
	Iteration 58Q: 3 clusters Score -2.029286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 156334 members 
Entering Unmasked Estep 
Score: -20292860.000000 Penalty: 5935.796875
	Iteration 59Q: 3 clusters Score -2.029286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 156348 members 
Entering Unmasked Estep 
Score: -20292882.000000 Penalty: 5935.796875
	Iteration 60F: 3 clusters Score -2.029288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 156354 members 
Entering Unmasked Estep 
Score: -20292866.000000 Penalty: 5935.796875
	Iteration 61Q: 3 clusters Score -2.029287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 156356 members 
Entering Unmasked Estep 
Score: -20292882.000000 Penalty: 5935.796875
	Iteration 62Q: 3 clusters Score -2.029288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 156356 members 
Entering Unmasked Estep 
Score: -20292882.000000 Penalty: 5935.796875
	Iteration 63Q: 3 clusters Score -2.029288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 156365 members 
Entering Unmasked Estep 
Score: -20292884.000000 Penalty: 5935.796875
	Iteration 64Q: 3 clusters Score -2.029288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 156378 members 
Entering Unmasked Estep 
Score: -20292866.000000 Penalty: 5935.796875
	Iteration 65Q: 3 clusters Score -2.029287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 156388 members 
Entering Unmasked Estep 
Score: -20292870.000000 Penalty: 5935.796875
	Iteration 66Q: 3 clusters Score -2.029287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 156390 members 
Entering Unmasked Estep 
Score: -20292864.000000 Penalty: 5935.796875
	Iteration 67Q: 3 clusters Score -2.029286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 156399 members 
Entering Unmasked Estep 
Score: -20292868.000000 Penalty: 5935.796875
	Iteration 68Q: 3 clusters Score -2.029287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 156406 members 
Entering Unmasked Estep 
Score: -20292852.000000 Penalty: 5935.796875
	Iteration 69Q: 3 clusters Score -2.029285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 156411 members 
Entering Unmasked Estep 
Score: -20292854.000000 Penalty: 5935.796875
	Iteration 70Q: 3 clusters Score -2.029285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 156411 members 
Entering Unmasked Estep 
Score: -20292854.000000 Penalty: 5935.796875
	Iteration 71Q: 3 clusters Score -2.029285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 156409 members 
Entering Unmasked Estep 
Score: -20292868.000000 Penalty: 5935.796875
	Iteration 72Q: 3 clusters Score -2.029287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 156410 members 
Entering Unmasked Estep 
Score: -20292878.000000 Penalty: 5935.796875
	Iteration 73Q: 3 clusters Score -2.029288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 156413 members 
Entering Unmasked Estep 
Score: -20292858.000000 Penalty: 5935.796875
	Iteration 74Q: 3 clusters Score -2.029286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 156417 members 
Entering Unmasked Estep 
Score: -20292862.000000 Penalty: 5935.796875
	Iteration 75Q: 3 clusters Score -2.029286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 156420 members 
Entering Unmasked Estep 
Score: -20292850.000000 Penalty: 5935.796875
	Iteration 76Q: 3 clusters Score -2.029285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 156425 members 
Entering Unmasked Estep 
Score: -20292850.000000 Penalty: 5935.796875
	Iteration 77Q: 3 clusters Score -2.029285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 156429 members 
Entering Unmasked Estep 
Score: -20292856.000000 Penalty: 5935.796875
	Iteration 78Q: 3 clusters Score -2.029286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 156431 members 
Entering Unmasked Estep 
Score: -20292858.000000 Penalty: 5935.796875
	Iteration 79Q: 3 clusters Score -2.029286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 156435 members 
Entering Unmasked Estep 
Score: -20292856.000000 Penalty: 5935.796875
	Iteration 80F: 3 clusters Score -2.029286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 156436 members 
Entering Unmasked Estep 
Score: -20292852.000000 Penalty: 5935.796875
	Iteration 81Q: 3 clusters Score -2.029285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 156437 members 
Entering Unmasked Estep 
Score: -20292864.000000 Penalty: 5935.796875
	Iteration 82Q: 3 clusters Score -2.029286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 156438 members 
Entering Unmasked Estep 
Score: -20292864.000000 Penalty: 5935.796875
	Iteration 83Q: 3 clusters Score -2.029286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 156439 members 
Entering Unmasked Estep 
Score: -20292860.000000 Penalty: 5935.796875
	Iteration 84Q: 3 clusters Score -2.029286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 156439 members 
Entering Unmasked Estep 
Score: -20292860.000000 Penalty: 5935.796875
	Iteration 85F: 3 clusters Score -2.029286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (188492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188492 members 
Entering Unmasked Estep 
Score: -23948160.000000 Penalty: 3012.408936
	Iteration 0F: 2 clusters Score -2.394816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 94380 members 
Entering Unmasked Estep 
Score: -23828240.000000 Penalty: 6024.817871
	Iteration 0F: 3 clusters Score -2.382824e+07 nChanged 90391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89221 members 
Mstep: Class 2 contains 99271 members 
Entering Unmasked Estep 
Score: -23881068.000000 Penalty: 6024.817871
	Iteration 1F: 3 clusters Score -2.388107e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86045 members 
Mstep: Class 2 contains 102447 members 
Entering Unmasked Estep 
Score: -23882240.000000 Penalty: 6024.817871
	Iteration 2Q: 3 clusters Score -2.388224e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81168 members 
Mstep: Class 2 contains 107324 members 
Entering Unmasked Estep 
Score: -23884524.000000 Penalty: 6024.817871
	Iteration 3Q: 3 clusters Score -2.388452e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73870 members 
Mstep: Class 2 contains 114622 members 
Entering Unmasked Estep 
Score: -23888590.000000 Penalty: 6024.817871
	Iteration 4Q: 3 clusters Score -2.388859e+07 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 125081 members 
Entering Unmasked Estep 
Score: -23895136.000000 Penalty: 6024.817871
	Iteration 5F: 3 clusters Score -2.389514e+07 nChanged 14376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 138429 members 
Entering Unmasked Estep 
Score: -23906162.000000 Penalty: 6024.817871
	Iteration 6F: 3 clusters Score -2.390616e+07 nChanged 15964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 153521 members 
Entering Unmasked Estep 
Score: -23920182.000000 Penalty: 6024.817871
	Iteration 7F: 3 clusters Score -2.392018e+07 nChanged 14177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 167248 members 
Entering Unmasked Estep 
Score: -23931642.000000 Penalty: 6024.817871
	Iteration 8F: 3 clusters Score -2.393164e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 177152 members 
Entering Unmasked Estep 
Score: -23939182.000000 Penalty: 6024.817871
	Iteration 9F: 3 clusters Score -2.393918e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 182904 members 
Entering Unmasked Estep 
Score: -23942954.000000 Penalty: 6024.817871
	Iteration 10Q: 3 clusters Score -2.394295e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 185742 members 
Entering Unmasked Estep 
Score: -23944512.000000 Penalty: 6024.817871
	Iteration 11Q: 3 clusters Score -2.394451e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 187042 members 
Entering Unmasked Estep 
Score: -23945078.000000 Penalty: 6024.817871
	Iteration 12Q: 3 clusters Score -2.394508e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 187597 members 
Entering Unmasked Estep 
Score: -23945242.000000 Penalty: 6024.817871
	Iteration 13Q: 3 clusters Score -2.394524e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 187863 members 
Entering Unmasked Estep 
Score: -23945382.000000 Penalty: 6024.817871
	Iteration 14Q: 3 clusters Score -2.394538e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 187958 members 
Entering Unmasked Estep 
Score: -23945436.000000 Penalty: 6024.817871
	Iteration 15Q: 3 clusters Score -2.394544e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 188010 members 
Entering Unmasked Estep 
Score: -23945478.000000 Penalty: 6024.817871
	Iteration 16Q: 3 clusters Score -2.394548e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 188040 members 
Entering Unmasked Estep 
Score: -23945484.000000 Penalty: 6024.817871
	Iteration 17Q: 3 clusters Score -2.394548e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 188063 members 
Entering Unmasked Estep 
Score: -23945506.000000 Penalty: 6024.817871
	Iteration 18Q: 3 clusters Score -2.394551e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 188084 members 
Entering Unmasked Estep 
Score: -23945518.000000 Penalty: 6024.817871
	Iteration 19Q: 3 clusters Score -2.394552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 188098 members 
Entering Unmasked Estep 
Score: -23945530.000000 Penalty: 6024.817871
	Iteration 20F: 3 clusters Score -2.394553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 188108 members 
Entering Unmasked Estep 
Score: -23945526.000000 Penalty: 6024.817871
	Iteration 21Q: 3 clusters Score -2.394553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 188118 members 
Entering Unmasked Estep 
Score: -23945540.000000 Penalty: 6024.817871
	Iteration 22Q: 3 clusters Score -2.394554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 188123 members 
Entering Unmasked Estep 
Score: -23945534.000000 Penalty: 6024.817871
	Iteration 23Q: 3 clusters Score -2.394553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 188128 members 
Entering Unmasked Estep 
Score: -23945556.000000 Penalty: 6024.817871
	Iteration 24Q: 3 clusters Score -2.394556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 188130 members 
Entering Unmasked Estep 
Score: -23945578.000000 Penalty: 6024.817871
	Iteration 25Q: 3 clusters Score -2.394558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 188133 members 
Entering Unmasked Estep 
Score: -23945590.000000 Penalty: 6024.817871
	Iteration 26Q: 3 clusters Score -2.394559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 188136 members 
Entering Unmasked Estep 
Score: -23945596.000000 Penalty: 6024.817871
	Iteration 27Q: 3 clusters Score -2.39456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 188139 members 
Entering Unmasked Estep 
Score: -23945602.000000 Penalty: 6024.817871
	Iteration 28Q: 3 clusters Score -2.39456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 188139 members 
Entering Unmasked Estep 
Score: -23945596.000000 Penalty: 6024.817871
	Iteration 29Q: 3 clusters Score -2.39456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 188140 members 
Entering Unmasked Estep 
Score: -23945600.000000 Penalty: 6024.817871
	Iteration 30Q: 3 clusters Score -2.39456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 188141 members 
Entering Unmasked Estep 
Score: -23945614.000000 Penalty: 6024.817871
	Iteration 31Q: 3 clusters Score -2.394561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 188141 members 
Entering Unmasked Estep 
Score: -23945614.000000 Penalty: 6024.817871
	Iteration 32F: 3 clusters Score -2.394561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -87456.843750 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -87456.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85739.148438 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -85739.15 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86076.007812 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -86076.01 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86251.375000 Penalty: 3296.609619
	Iteration 2F: 3 clusters Score -86251.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86357.226562 Penalty: 3296.609619
	Iteration 3Q: 3 clusters Score -86357.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -86454.750000 Penalty: 3296.609619
	Iteration 4Q: 3 clusters Score -86454.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -86510.226562 Penalty: 3296.609619
	Iteration 5Q: 3 clusters Score -86510.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -86566.796875 Penalty: 3296.609619
	Iteration 6Q: 3 clusters Score -86566.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -86613.726562 Penalty: 3296.609619
	Iteration 7Q: 3 clusters Score -86613.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -86663.867188 Penalty: 3296.609619
	Iteration 8Q: 3 clusters Score -86663.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -86695.382812 Penalty: 3296.609619
	Iteration 9Q: 3 clusters Score -86695.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -86729.789062 Penalty: 3296.609619
	Iteration 10Q: 3 clusters Score -86729.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -86737.781250 Penalty: 3296.609619
	Iteration 11Q: 3 clusters Score -86737.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -86741.937500 Penalty: 3296.609619
	Iteration 12Q: 3 clusters Score -86741.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -86750.601562 Penalty: 3296.609619
	Iteration 13Q: 3 clusters Score -86750.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -86755.320312 Penalty: 3296.609619
	Iteration 14Q: 3 clusters Score -86755.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -86757.375000 Penalty: 3296.609619
	Iteration 15Q: 3 clusters Score -86757.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -86757.375000 Penalty: 3296.609619
	Iteration 16F: 3 clusters Score -86757.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -39248.246094 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -39248.25 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 212 members 
Entering Unmasked Estep 
Score: -37928.429688 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -37928.43 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38198.242188 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -38198.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38451.750000 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -38451.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38540.949219 Penalty: 2974.240234
	Iteration 3F: 3 clusters Score -38540.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38588.281250 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -38588.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38629.531250 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -38629.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38689.007812 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -38689.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38769.390625 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -38769.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38867.691406 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -38867.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38972.199219 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -38972.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39095.902344 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -39095.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39113.640625 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -39113.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39126.171875 Penalty: 2974.240234
	Iteration 12Q: 3 clusters Score -39126.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -39151.402344 Penalty: 2974.240234
	Iteration 13Q: 3 clusters Score -39151.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -39168.714844 Penalty: 2974.240234
	Iteration 14F: 3 clusters Score -39168.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39283.941406 Penalty: 2974.240234
	Iteration 15Q: 3 clusters Score -39283.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39361.171875 Penalty: 2974.240234
	Iteration 16Q: 3 clusters Score -39361.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39487.863281 Penalty: 2974.240234
	Iteration 17Q: 3 clusters Score -39487.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39505.648438 Penalty: 2974.240234
	Iteration 18Q: 3 clusters Score -39505.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39509.191406 Penalty: 2974.240234
	Iteration 19Q: 3 clusters Score -39509.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39510.906250 Penalty: 2974.240234
	Iteration 20F: 3 clusters Score -39510.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39514.023438 Penalty: 2974.240234
	Iteration 21Q: 3 clusters Score -39514.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39515.773438 Penalty: 2974.240234
	Iteration 22Q: 3 clusters Score -39515.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39518.062500 Penalty: 2974.240234
	Iteration 23Q: 3 clusters Score -39518.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39519.574219 Penalty: 2974.240234
	Iteration 24Q: 3 clusters Score -39519.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39521.195312 Penalty: 2974.240234
	Iteration 25Q: 3 clusters Score -39521.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39521.195312 Penalty: 2974.240234
	Iteration 26F: 3 clusters Score -39521.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 157524 members 
Mstep: Class 3 contains 188492 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 153625 members 
Mstep: Class 8 contains 79987 members 
Mstep: Class 9 contains 152119 members 
Mstep: Class 10 contains 82032 members 
Mstep: Class 11 contains 87834 members 
Mstep: Class 12 contains 166373 members 
Mstep: Class 13 contains 77524 members 
Mstep: Class 14 contains 29358 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7762 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87548 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 269 members 
Entering Unmasked Estep 
Score: -161335568.000000 Penalty: 87239.546875
Splitting cluster 5 changes total score from -161336944.000000 to -161335568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (10838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Entering Unmasked Estep 
Score: -1322825.000000 Penalty: 2304.121826
	Iteration 0F: 2 clusters Score -1322825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1314583.875000 Penalty: 4608.243652
	Iteration 0F: 3 clusters Score -1314584 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1317014.000000 Penalty: 4608.243652
	Iteration 1F: 3 clusters Score -1317014 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1317310.000000 Penalty: 4608.243652
	Iteration 2F: 3 clusters Score -1317310 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1317588.750000 Penalty: 4608.243652
	Iteration 3F: 3 clusters Score -1317589 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1317822.125000 Penalty: 4608.243652
	Iteration 4Q: 3 clusters Score -1317822 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1318067.125000 Penalty: 4608.243652
	Iteration 5Q: 3 clusters Score -1318067 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1318296.000000 Penalty: 4608.243652
	Iteration 6Q: 3 clusters Score -1318296 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1318534.000000 Penalty: 4608.243652
	Iteration 7Q: 3 clusters Score -1318534 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1318789.500000 Penalty: 4608.243652
	Iteration 8Q: 3 clusters Score -1318790 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1319054.625000 Penalty: 4608.243652
	Iteration 9Q: 3 clusters Score -1319055 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1319325.500000 Penalty: 4608.243652
	Iteration 10Q: 3 clusters Score -1319326 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1319589.250000 Penalty: 4608.243652
	Iteration 11Q: 3 clusters Score -1319589 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1319852.500000 Penalty: 4608.243652
	Iteration 12Q: 3 clusters Score -1319852 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1320091.750000 Penalty: 4608.243652
	Iteration 13Q: 3 clusters Score -1320092 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1320289.750000 Penalty: 4608.243652
	Iteration 14Q: 3 clusters Score -1320290 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1320429.875000 Penalty: 4608.243652
	Iteration 15Q: 3 clusters Score -1320430 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1320519.000000 Penalty: 4608.243652
	Iteration 16Q: 3 clusters Score -1320519 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1320591.625000 Penalty: 4608.243652
	Iteration 17Q: 3 clusters Score -1320592 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1320650.500000 Penalty: 4608.243652
	Iteration 18Q: 3 clusters Score -1320650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1320686.125000 Penalty: 4608.243652
	Iteration 19Q: 3 clusters Score -1320686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1320718.750000 Penalty: 4608.243652
	Iteration 20F: 3 clusters Score -1320719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1320738.125000 Penalty: 4608.243652
	Iteration 21Q: 3 clusters Score -1320738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1320751.125000 Penalty: 4608.243652
	Iteration 22Q: 3 clusters Score -1320751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1320767.250000 Penalty: 4608.243652
	Iteration 23Q: 3 clusters Score -1320767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1320785.000000 Penalty: 4608.243652
	Iteration 24Q: 3 clusters Score -1320785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1320797.125000 Penalty: 4608.243652
	Iteration 25Q: 3 clusters Score -1320797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1320806.875000 Penalty: 4608.243652
	Iteration 26Q: 3 clusters Score -1320807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1320812.375000 Penalty: 4608.243652
	Iteration 27Q: 3 clusters Score -1320812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1320813.250000 Penalty: 4608.243652
	Iteration 28Q: 3 clusters Score -1320813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1320814.125000 Penalty: 4608.243652
	Iteration 29Q: 3 clusters Score -1320814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1320816.875000 Penalty: 4608.243652
	Iteration 30Q: 3 clusters Score -1320817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1320819.000000 Penalty: 4608.243652
	Iteration 31Q: 3 clusters Score -1320819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1320819.375000 Penalty: 4608.243652
	Iteration 32Q: 3 clusters Score -1320819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1320821.625000 Penalty: 4608.243652
	Iteration 33Q: 3 clusters Score -1320822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1320825.000000 Penalty: 4608.243652
	Iteration 34Q: 3 clusters Score -1320825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1320826.750000 Penalty: 4608.243652
	Iteration 35Q: 3 clusters Score -1320827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1320829.750000 Penalty: 4608.243652
	Iteration 36Q: 3 clusters Score -1320830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1320836.250000 Penalty: 4608.243652
	Iteration 37Q: 3 clusters Score -1320836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1320840.625000 Penalty: 4608.243652
	Iteration 38Q: 3 clusters Score -1320841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1320842.125000 Penalty: 4608.243652
	Iteration 39Q: 3 clusters Score -1320842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1320842.125000 Penalty: 4608.243652
	Iteration 40F: 3 clusters Score -1320842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (153625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153625 members 
Entering Unmasked Estep 
Score: -19563404.000000 Penalty: 2961.683105
	Iteration 0F: 2 clusters Score -1.95634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 76985 members 
Entering Unmasked Estep 
Score: -19462572.000000 Penalty: 5923.366211
	Iteration 0F: 3 clusters Score -1.946257e+07 nChanged 73534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75398 members 
Mstep: Class 2 contains 78227 members 
Entering Unmasked Estep 
Score: -19504738.000000 Penalty: 5923.366211
	Iteration 1F: 3 clusters Score -1.950474e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 79279 members 
Entering Unmasked Estep 
Score: -19505520.000000 Penalty: 5923.366211
	Iteration 2Q: 3 clusters Score -1.950552e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -19506668.000000 Penalty: 5923.366211
	Iteration 3Q: 3 clusters Score -1.950667e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70669 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -19508306.000000 Penalty: 5923.366211
	Iteration 4Q: 3 clusters Score -1.950831e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -19510610.000000 Penalty: 5923.366211
	Iteration 5Q: 3 clusters Score -1.951061e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 89470 members 
Entering Unmasked Estep 
Score: -19514410.000000 Penalty: 5923.366211
	Iteration 6Q: 3 clusters Score -1.951441e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 94101 members 
Entering Unmasked Estep 
Score: -19519132.000000 Penalty: 5923.366211
	Iteration 7Q: 3 clusters Score -1.951913e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 99387 members 
Entering Unmasked Estep 
Score: -19524982.000000 Penalty: 5923.366211
	Iteration 8F: 3 clusters Score -1.952498e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 104855 members 
Entering Unmasked Estep 
Score: -19530930.000000 Penalty: 5923.366211
	Iteration 9F: 3 clusters Score -1.953093e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 110212 members 
Entering Unmasked Estep 
Score: -19536430.000000 Penalty: 5923.366211
	Iteration 10F: 3 clusters Score -1.953643e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 115228 members 
Entering Unmasked Estep 
Score: -19541056.000000 Penalty: 5923.366211
	Iteration 11Q: 3 clusters Score -1.954106e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 119756 members 
Entering Unmasked Estep 
Score: -19544762.000000 Penalty: 5923.366211
	Iteration 12Q: 3 clusters Score -1.954476e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 123830 members 
Entering Unmasked Estep 
Score: -19547806.000000 Penalty: 5923.366211
	Iteration 13Q: 3 clusters Score -1.954781e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 127630 members 
Entering Unmasked Estep 
Score: -19550206.000000 Penalty: 5923.366211
	Iteration 14Q: 3 clusters Score -1.955021e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 131167 members 
Entering Unmasked Estep 
Score: -19552194.000000 Penalty: 5923.366211
	Iteration 15Q: 3 clusters Score -1.955219e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 134608 members 
Entering Unmasked Estep 
Score: -19554170.000000 Penalty: 5923.366211
	Iteration 16Q: 3 clusters Score -1.955417e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 137727 members 
Entering Unmasked Estep 
Score: -19555990.000000 Penalty: 5923.366211
	Iteration 17Q: 3 clusters Score -1.955599e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 140542 members 
Entering Unmasked Estep 
Score: -19557312.000000 Penalty: 5923.366211
	Iteration 18Q: 3 clusters Score -1.955731e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 142984 members 
Entering Unmasked Estep 
Score: -19558520.000000 Penalty: 5923.366211
	Iteration 19Q: 3 clusters Score -1.955852e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 144911 members 
Entering Unmasked Estep 
Score: -19559470.000000 Penalty: 5923.366211
	Iteration 20F: 3 clusters Score -1.955947e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 146457 members 
Entering Unmasked Estep 
Score: -19560122.000000 Penalty: 5923.366211
	Iteration 21Q: 3 clusters Score -1.956012e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 147589 members 
Entering Unmasked Estep 
Score: -19560502.000000 Penalty: 5923.366211
	Iteration 22Q: 3 clusters Score -1.95605e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 148442 members 
Entering Unmasked Estep 
Score: -19560856.000000 Penalty: 5923.366211
	Iteration 23Q: 3 clusters Score -1.956086e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 149079 members 
Entering Unmasked Estep 
Score: -19561080.000000 Penalty: 5923.366211
	Iteration 24Q: 3 clusters Score -1.956108e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 149551 members 
Entering Unmasked Estep 
Score: -19561276.000000 Penalty: 5923.366211
	Iteration 25Q: 3 clusters Score -1.956128e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 149921 members 
Entering Unmasked Estep 
Score: -19561312.000000 Penalty: 5923.366211
	Iteration 26Q: 3 clusters Score -1.956131e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 150234 members 
Entering Unmasked Estep 
Score: -19561380.000000 Penalty: 5923.366211
	Iteration 27Q: 3 clusters Score -1.956138e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 150480 members 
Entering Unmasked Estep 
Score: -19561462.000000 Penalty: 5923.366211
	Iteration 28Q: 3 clusters Score -1.956146e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 150643 members 
Entering Unmasked Estep 
Score: -19561494.000000 Penalty: 5923.366211
	Iteration 29Q: 3 clusters Score -1.956149e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 150778 members 
Entering Unmasked Estep 
Score: -19561526.000000 Penalty: 5923.366211
	Iteration 30Q: 3 clusters Score -1.956153e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 150893 members 
Entering Unmasked Estep 
Score: -19561534.000000 Penalty: 5923.366211
	Iteration 31Q: 3 clusters Score -1.956153e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 150989 members 
Entering Unmasked Estep 
Score: -19561564.000000 Penalty: 5923.366211
	Iteration 32Q: 3 clusters Score -1.956156e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 151087 members 
Entering Unmasked Estep 
Score: -19561608.000000 Penalty: 5923.366211
	Iteration 33Q: 3 clusters Score -1.956161e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 151170 members 
Entering Unmasked Estep 
Score: -19561600.000000 Penalty: 5923.366211
	Iteration 34Q: 3 clusters Score -1.95616e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 151249 members 
Entering Unmasked Estep 
Score: -19561606.000000 Penalty: 5923.366211
	Iteration 35Q: 3 clusters Score -1.956161e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 151306 members 
Entering Unmasked Estep 
Score: -19561610.000000 Penalty: 5923.366211
	Iteration 36Q: 3 clusters Score -1.956161e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 151354 members 
Entering Unmasked Estep 
Score: -19561596.000000 Penalty: 5923.366211
	Iteration 37Q: 3 clusters Score -1.95616e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 151393 members 
Entering Unmasked Estep 
Score: -19561620.000000 Penalty: 5923.366211
	Iteration 38Q: 3 clusters Score -1.956162e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 151423 members 
Entering Unmasked Estep 
Score: -19561608.000000 Penalty: 5923.366211
	Iteration 39Q: 3 clusters Score -1.956161e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 151448 members 
Entering Unmasked Estep 
Score: -19561612.000000 Penalty: 5923.366211
	Iteration 40F: 3 clusters Score -1.956161e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 151468 members 
Entering Unmasked Estep 
Score: -19561612.000000 Penalty: 5923.366211
	Iteration 41Q: 3 clusters Score -1.956161e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 151487 members 
Entering Unmasked Estep 
Score: -19561604.000000 Penalty: 5923.366211
	Iteration 42Q: 3 clusters Score -1.95616e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 151502 members 
Entering Unmasked Estep 
Score: -19561614.000000 Penalty: 5923.366211
	Iteration 43Q: 3 clusters Score -1.956161e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 151505 members 
Entering Unmasked Estep 
Score: -19561630.000000 Penalty: 5923.366211
	Iteration 44Q: 3 clusters Score -1.956163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 151519 members 
Entering Unmasked Estep 
Score: -19561606.000000 Penalty: 5923.366211
	Iteration 45Q: 3 clusters Score -1.956161e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 151535 members 
Entering Unmasked Estep 
Score: -19561612.000000 Penalty: 5923.366211
	Iteration 46Q: 3 clusters Score -1.956161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 151550 members 
Entering Unmasked Estep 
Score: -19561630.000000 Penalty: 5923.366211
	Iteration 47Q: 3 clusters Score -1.956163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 151564 members 
Entering Unmasked Estep 
Score: -19561620.000000 Penalty: 5923.366211
	Iteration 48Q: 3 clusters Score -1.956162e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 151576 members 
Entering Unmasked Estep 
Score: -19561628.000000 Penalty: 5923.366211
	Iteration 49Q: 3 clusters Score -1.956163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 151588 members 
Entering Unmasked Estep 
Score: -19561636.000000 Penalty: 5923.366211
	Iteration 50Q: 3 clusters Score -1.956164e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 151600 members 
Entering Unmasked Estep 
Score: -19561634.000000 Penalty: 5923.366211
	Iteration 51Q: 3 clusters Score -1.956163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 151615 members 
Entering Unmasked Estep 
Score: -19561632.000000 Penalty: 5923.366211
	Iteration 52Q: 3 clusters Score -1.956163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 151627 members 
Entering Unmasked Estep 
Score: -19561626.000000 Penalty: 5923.366211
	Iteration 53Q: 3 clusters Score -1.956163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 151637 members 
Entering Unmasked Estep 
Score: -19561622.000000 Penalty: 5923.366211
	Iteration 54Q: 3 clusters Score -1.956162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 151645 members 
Entering Unmasked Estep 
Score: -19561624.000000 Penalty: 5923.366211
	Iteration 55Q: 3 clusters Score -1.956162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 151657 members 
Entering Unmasked Estep 
Score: -19561618.000000 Penalty: 5923.366211
	Iteration 56Q: 3 clusters Score -1.956162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 151662 members 
Entering Unmasked Estep 
Score: -19561614.000000 Penalty: 5923.366211
	Iteration 57Q: 3 clusters Score -1.956161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 151672 members 
Entering Unmasked Estep 
Score: -19561604.000000 Penalty: 5923.366211
	Iteration 58Q: 3 clusters Score -1.95616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 151679 members 
Entering Unmasked Estep 
Score: -19561596.000000 Penalty: 5923.366211
	Iteration 59Q: 3 clusters Score -1.95616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 151688 members 
Entering Unmasked Estep 
Score: -19561602.000000 Penalty: 5923.366211
	Iteration 60F: 3 clusters Score -1.95616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 151698 members 
Entering Unmasked Estep 
Score: -19561608.000000 Penalty: 5923.366211
	Iteration 61Q: 3 clusters Score -1.956161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 151711 members 
Entering Unmasked Estep 
Score: -19561626.000000 Penalty: 5923.366211
	Iteration 62Q: 3 clusters Score -1.956163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 151727 members 
Entering Unmasked Estep 
Score: -19561630.000000 Penalty: 5923.366211
	Iteration 63Q: 3 clusters Score -1.956163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 151739 members 
Entering Unmasked Estep 
Score: -19561620.000000 Penalty: 5923.366211
	Iteration 64Q: 3 clusters Score -1.956162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 151748 members 
Entering Unmasked Estep 
Score: -19561618.000000 Penalty: 5923.366211
	Iteration 65Q: 3 clusters Score -1.956162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 151755 members 
Entering Unmasked Estep 
Score: -19561610.000000 Penalty: 5923.366211
	Iteration 66Q: 3 clusters Score -1.956161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 151757 members 
Entering Unmasked Estep 
Score: -19561598.000000 Penalty: 5923.366211
	Iteration 67Q: 3 clusters Score -1.95616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 151757 members 
Entering Unmasked Estep 
Score: -19561592.000000 Penalty: 5923.366211
	Iteration 68Q: 3 clusters Score -1.956159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 151758 members 
Entering Unmasked Estep 
Score: -19561608.000000 Penalty: 5923.366211
	Iteration 69Q: 3 clusters Score -1.956161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 151758 members 
Entering Unmasked Estep 
Score: -19561600.000000 Penalty: 5923.366211
	Iteration 70Q: 3 clusters Score -1.95616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 151761 members 
Entering Unmasked Estep 
Score: -19561608.000000 Penalty: 5923.366211
	Iteration 71Q: 3 clusters Score -1.956161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 151764 members 
Entering Unmasked Estep 
Score: -19561610.000000 Penalty: 5923.366211
	Iteration 72Q: 3 clusters Score -1.956161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 151766 members 
Entering Unmasked Estep 
Score: -19561596.000000 Penalty: 5923.366211
	Iteration 73Q: 3 clusters Score -1.95616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 151771 members 
Entering Unmasked Estep 
Score: -19561604.000000 Penalty: 5923.366211
	Iteration 74Q: 3 clusters Score -1.95616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 151775 members 
Entering Unmasked Estep 
Score: -19561594.000000 Penalty: 5923.366211
	Iteration 75Q: 3 clusters Score -1.956159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 151779 members 
Entering Unmasked Estep 
Score: -19561596.000000 Penalty: 5923.366211
	Iteration 76Q: 3 clusters Score -1.95616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 151783 members 
Entering Unmasked Estep 
Score: -19561608.000000 Penalty: 5923.366211
	Iteration 77Q: 3 clusters Score -1.956161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 151784 members 
Entering Unmasked Estep 
Score: -19561606.000000 Penalty: 5923.366211
	Iteration 78Q: 3 clusters Score -1.956161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 151786 members 
Entering Unmasked Estep 
Score: -19561612.000000 Penalty: 5923.366211
	Iteration 79Q: 3 clusters Score -1.956161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 151787 members 
Entering Unmasked Estep 
Score: -19561602.000000 Penalty: 5923.366211
	Iteration 80F: 3 clusters Score -1.95616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 151787 members 
Entering Unmasked Estep 
Score: -19561606.000000 Penalty: 5923.366211
	Iteration 81Q: 3 clusters Score -1.956161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 151787 members 
Entering Unmasked Estep 
Score: -19561606.000000 Penalty: 5923.366211
	Iteration 82F: 3 clusters Score -1.956161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Entering Unmasked Estep 
Score: -9933679.000000 Penalty: 2799.825684
	Iteration 0F: 2 clusters Score -9933679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -9880345.000000 Penalty: 5599.651367
	Iteration 0F: 3 clusters Score -9880345 nChanged 37444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -9901181.000000 Penalty: 5599.651367
	Iteration 1F: 3 clusters Score -9901181 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -9901717.000000 Penalty: 5599.651367
	Iteration 2Q: 3 clusters Score -9901717 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -9902406.000000 Penalty: 5599.651367
	Iteration 3Q: 3 clusters Score -9902406 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -9903234.000000 Penalty: 5599.651367
	Iteration 4Q: 3 clusters Score -9903234 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -9904599.000000 Penalty: 5599.651367
	Iteration 5Q: 3 clusters Score -9904599 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -9906940.000000 Penalty: 5599.651367
	Iteration 6F: 3 clusters Score -9906940 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -9910619.000000 Penalty: 5599.651367
	Iteration 7F: 3 clusters Score -9910619 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -9915850.000000 Penalty: 5599.651367
	Iteration 8F: 3 clusters Score -9915850 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -9921640.000000 Penalty: 5599.651367
	Iteration 9F: 3 clusters Score -9921640 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -9926389.000000 Penalty: 5599.651367
	Iteration 10F: 3 clusters Score -9926389 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 77097 members 
Entering Unmasked Estep 
Score: -9929105.000000 Penalty: 5599.651367
	Iteration 11Q: 3 clusters Score -9929105 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 78546 members 
Entering Unmasked Estep 
Score: -9930286.000000 Penalty: 5599.651367
	Iteration 12Q: 3 clusters Score -9930286 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 79189 members 
Entering Unmasked Estep 
Score: -9930806.000000 Penalty: 5599.651367
	Iteration 13Q: 3 clusters Score -9930806 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 79427 members 
Entering Unmasked Estep 
Score: -9931030.000000 Penalty: 5599.651367
	Iteration 14Q: 3 clusters Score -9931030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 79518 members 
Entering Unmasked Estep 
Score: -9931122.000000 Penalty: 5599.651367
	Iteration 15Q: 3 clusters Score -9931122 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 79571 members 
Entering Unmasked Estep 
Score: -9931176.000000 Penalty: 5599.651367
	Iteration 16Q: 3 clusters Score -9931176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -9931217.000000 Penalty: 5599.651367
	Iteration 17Q: 3 clusters Score -9931217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 79614 members 
Entering Unmasked Estep 
Score: -9931261.000000 Penalty: 5599.651367
	Iteration 18Q: 3 clusters Score -9931261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -9931296.000000 Penalty: 5599.651367
	Iteration 19Q: 3 clusters Score -9931296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 79646 members 
Entering Unmasked Estep 
Score: -9931328.000000 Penalty: 5599.651367
	Iteration 20F: 3 clusters Score -9931328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -9931319.000000 Penalty: 5599.651367
	Iteration 21Q: 3 clusters Score -9931319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -9931326.000000 Penalty: 5599.651367
	Iteration 22Q: 3 clusters Score -9931326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -9931331.000000 Penalty: 5599.651367
	Iteration 23Q: 3 clusters Score -9931331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -9931326.000000 Penalty: 5599.651367
	Iteration 24Q: 3 clusters Score -9931326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -9931326.000000 Penalty: 5599.651367
	Iteration 25F: 3 clusters Score -9931326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (152119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152119 members 
Entering Unmasked Estep 
Score: -19394488.000000 Penalty: 2959.239746
	Iteration 0F: 2 clusters Score -1.939449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -19296260.000000 Penalty: 5918.479492
	Iteration 0F: 3 clusters Score -1.929626e+07 nChanged 72621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -19338532.000000 Penalty: 5918.479492
	Iteration 1F: 3 clusters Score -1.933853e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77317 members 
Mstep: Class 2 contains 74802 members 
Entering Unmasked Estep 
Score: -19339350.000000 Penalty: 5918.479492
	Iteration 2Q: 3 clusters Score -1.933935e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 74270 members 
Entering Unmasked Estep 
Score: -19340322.000000 Penalty: 5918.479492
	Iteration 3Q: 3 clusters Score -1.934032e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78657 members 
Mstep: Class 2 contains 73462 members 
Entering Unmasked Estep 
Score: -19341662.000000 Penalty: 5918.479492
	Iteration 4Q: 3 clusters Score -1.934166e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79808 members 
Mstep: Class 2 contains 72311 members 
Entering Unmasked Estep 
Score: -19343684.000000 Penalty: 5918.479492
	Iteration 5Q: 3 clusters Score -1.934368e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
Score: -19346818.000000 Penalty: 5918.479492
	Iteration 6Q: 3 clusters Score -1.934682e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Mstep: Class 2 contains 68559 members 
Entering Unmasked Estep 
Score: -19351138.000000 Penalty: 5918.479492
	Iteration 7Q: 3 clusters Score -1.935114e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85806 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
Score: -19356510.000000 Penalty: 5918.479492
	Iteration 8F: 3 clusters Score -1.935651e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -19362386.000000 Penalty: 5918.479492
	Iteration 9F: 3 clusters Score -1.936239e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89563 members 
Mstep: Class 2 contains 62556 members 
Entering Unmasked Estep 
Score: -19367986.000000 Penalty: 5918.479492
	Iteration 10F: 3 clusters Score -1.936799e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -19372188.000000 Penalty: 5918.479492
	Iteration 11F: 3 clusters Score -1.937219e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91361 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -19374196.000000 Penalty: 5918.479492
	Iteration 12Q: 3 clusters Score -1.93742e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91922 members 
Mstep: Class 2 contains 60197 members 
Entering Unmasked Estep 
Score: -19375038.000000 Penalty: 5918.479492
	Iteration 13Q: 3 clusters Score -1.937504e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92557 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -19375424.000000 Penalty: 5918.479492
	Iteration 14Q: 3 clusters Score -1.937542e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -19375580.000000 Penalty: 5918.479492
	Iteration 15Q: 3 clusters Score -1.937558e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93898 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -19375668.000000 Penalty: 5918.479492
	Iteration 16Q: 3 clusters Score -1.937567e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -19375804.000000 Penalty: 5918.479492
	Iteration 17Q: 3 clusters Score -1.93758e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95153 members 
Mstep: Class 2 contains 56966 members 
Entering Unmasked Estep 
Score: -19375868.000000 Penalty: 5918.479492
	Iteration 18Q: 3 clusters Score -1.937587e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95869 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -19376018.000000 Penalty: 5918.479492
	Iteration 19Q: 3 clusters Score -1.937602e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96637 members 
Mstep: Class 2 contains 55482 members 
Entering Unmasked Estep 
Score: -19376142.000000 Penalty: 5918.479492
	Iteration 20F: 3 clusters Score -1.937614e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97424 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -19376322.000000 Penalty: 5918.479492
	Iteration 21Q: 3 clusters Score -1.937632e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98298 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -19376534.000000 Penalty: 5918.479492
	Iteration 22Q: 3 clusters Score -1.937653e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99285 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -19376800.000000 Penalty: 5918.479492
	Iteration 23Q: 3 clusters Score -1.93768e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -19377054.000000 Penalty: 5918.479492
	Iteration 24Q: 3 clusters Score -1.937705e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101698 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -19377452.000000 Penalty: 5918.479492
	Iteration 25Q: 3 clusters Score -1.937745e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103015 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -19377866.000000 Penalty: 5918.479492
	Iteration 26Q: 3 clusters Score -1.937787e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104443 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -19378300.000000 Penalty: 5918.479492
	Iteration 27Q: 3 clusters Score -1.93783e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105960 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -19378792.000000 Penalty: 5918.479492
	Iteration 28Q: 3 clusters Score -1.937879e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107496 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -19379236.000000 Penalty: 5918.479492
	Iteration 29Q: 3 clusters Score -1.937924e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109049 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -19379696.000000 Penalty: 5918.479492
	Iteration 30Q: 3 clusters Score -1.93797e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110607 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -19380146.000000 Penalty: 5918.479492
	Iteration 31Q: 3 clusters Score -1.938015e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -19380566.000000 Penalty: 5918.479492
	Iteration 32Q: 3 clusters Score -1.938057e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113736 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -19381010.000000 Penalty: 5918.479492
	Iteration 33Q: 3 clusters Score -1.938101e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115369 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -19381484.000000 Penalty: 5918.479492
	Iteration 34Q: 3 clusters Score -1.938148e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117022 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -19381932.000000 Penalty: 5918.479492
	Iteration 35Q: 3 clusters Score -1.938193e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118656 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -19382262.000000 Penalty: 5918.479492
	Iteration 36Q: 3 clusters Score -1.938226e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120281 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -19382698.000000 Penalty: 5918.479492
	Iteration 37Q: 3 clusters Score -1.93827e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121853 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -19383078.000000 Penalty: 5918.479492
	Iteration 38Q: 3 clusters Score -1.938308e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123357 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -19383510.000000 Penalty: 5918.479492
	Iteration 39Q: 3 clusters Score -1.938351e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124864 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -19383930.000000 Penalty: 5918.479492
	Iteration 40F: 3 clusters Score -1.938393e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126353 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -19384314.000000 Penalty: 5918.479492
	Iteration 41Q: 3 clusters Score -1.938431e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127808 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -19384756.000000 Penalty: 5918.479492
	Iteration 42Q: 3 clusters Score -1.938476e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129281 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -19385246.000000 Penalty: 5918.479492
	Iteration 43Q: 3 clusters Score -1.938525e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130792 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -19385774.000000 Penalty: 5918.479492
	Iteration 44Q: 3 clusters Score -1.938577e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132240 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -19386286.000000 Penalty: 5918.479492
	Iteration 45Q: 3 clusters Score -1.938629e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133683 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -19386714.000000 Penalty: 5918.479492
	Iteration 46Q: 3 clusters Score -1.938671e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135098 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -19387152.000000 Penalty: 5918.479492
	Iteration 47Q: 3 clusters Score -1.938715e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136406 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -19387612.000000 Penalty: 5918.479492
	Iteration 48Q: 3 clusters Score -1.938761e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137685 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -19388134.000000 Penalty: 5918.479492
	Iteration 49Q: 3 clusters Score -1.938813e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138910 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -19388628.000000 Penalty: 5918.479492
	Iteration 50Q: 3 clusters Score -1.938863e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140064 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -19388942.000000 Penalty: 5918.479492
	Iteration 51Q: 3 clusters Score -1.938894e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141140 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -19389296.000000 Penalty: 5918.479492
	Iteration 52Q: 3 clusters Score -1.93893e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142133 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -19389560.000000 Penalty: 5918.479492
	Iteration 53Q: 3 clusters Score -1.938956e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143046 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -19389752.000000 Penalty: 5918.479492
	Iteration 54Q: 3 clusters Score -1.938975e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143859 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -19389920.000000 Penalty: 5918.479492
	Iteration 55Q: 3 clusters Score -1.938992e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144608 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -19390144.000000 Penalty: 5918.479492
	Iteration 56Q: 3 clusters Score -1.939014e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145260 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -19390258.000000 Penalty: 5918.479492
	Iteration 57Q: 3 clusters Score -1.939026e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145817 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -19390482.000000 Penalty: 5918.479492
	Iteration 58Q: 3 clusters Score -1.939048e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146304 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -19390638.000000 Penalty: 5918.479492
	Iteration 59Q: 3 clusters Score -1.939064e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146719 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -19390766.000000 Penalty: 5918.479492
	Iteration 60F: 3 clusters Score -1.939077e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147136 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -19390936.000000 Penalty: 5918.479492
	Iteration 61Q: 3 clusters Score -1.939094e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147514 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -19391050.000000 Penalty: 5918.479492
	Iteration 62Q: 3 clusters Score -1.939105e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147826 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -19391150.000000 Penalty: 5918.479492
	Iteration 63Q: 3 clusters Score -1.939115e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148111 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -19391226.000000 Penalty: 5918.479492
	Iteration 64Q: 3 clusters Score -1.939123e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148368 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -19391348.000000 Penalty: 5918.479492
	Iteration 65Q: 3 clusters Score -1.939135e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148614 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -19391424.000000 Penalty: 5918.479492
	Iteration 66Q: 3 clusters Score -1.939142e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148828 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -19391510.000000 Penalty: 5918.479492
	Iteration 67Q: 3 clusters Score -1.939151e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149017 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -19391552.000000 Penalty: 5918.479492
	Iteration 68Q: 3 clusters Score -1.939155e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149190 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -19391644.000000 Penalty: 5918.479492
	Iteration 69Q: 3 clusters Score -1.939164e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149354 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -19391690.000000 Penalty: 5918.479492
	Iteration 70Q: 3 clusters Score -1.939169e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149509 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -19391710.000000 Penalty: 5918.479492
	Iteration 71Q: 3 clusters Score -1.939171e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149663 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -19391768.000000 Penalty: 5918.479492
	Iteration 72Q: 3 clusters Score -1.939177e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149786 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -19391788.000000 Penalty: 5918.479492
	Iteration 73Q: 3 clusters Score -1.939179e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149886 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -19391812.000000 Penalty: 5918.479492
	Iteration 74Q: 3 clusters Score -1.939181e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149984 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -19391858.000000 Penalty: 5918.479492
	Iteration 75Q: 3 clusters Score -1.939186e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150071 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -19391886.000000 Penalty: 5918.479492
	Iteration 76Q: 3 clusters Score -1.939189e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150142 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -19391904.000000 Penalty: 5918.479492
	Iteration 77Q: 3 clusters Score -1.93919e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150192 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -19391906.000000 Penalty: 5918.479492
	Iteration 78Q: 3 clusters Score -1.939191e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150237 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -19391910.000000 Penalty: 5918.479492
	Iteration 79Q: 3 clusters Score -1.939191e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150269 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -19391912.000000 Penalty: 5918.479492
	Iteration 80F: 3 clusters Score -1.939191e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150297 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -19391902.000000 Penalty: 5918.479492
	Iteration 81Q: 3 clusters Score -1.93919e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150317 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -19391932.000000 Penalty: 5918.479492
	Iteration 82Q: 3 clusters Score -1.939193e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150329 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -19391936.000000 Penalty: 5918.479492
	Iteration 83Q: 3 clusters Score -1.939194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150341 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -19391944.000000 Penalty: 5918.479492
	Iteration 84Q: 3 clusters Score -1.939194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150352 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -19391912.000000 Penalty: 5918.479492
	Iteration 85Q: 3 clusters Score -1.939191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150366 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -19391918.000000 Penalty: 5918.479492
	Iteration 86Q: 3 clusters Score -1.939192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150377 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -19391930.000000 Penalty: 5918.479492
	Iteration 87Q: 3 clusters Score -1.939193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150391 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -19391936.000000 Penalty: 5918.479492
	Iteration 88Q: 3 clusters Score -1.939194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150401 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -19391936.000000 Penalty: 5918.479492
	Iteration 89Q: 3 clusters Score -1.939194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150412 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -19391944.000000 Penalty: 5918.479492
	Iteration 90Q: 3 clusters Score -1.939194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150422 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -19391970.000000 Penalty: 5918.479492
	Iteration 91Q: 3 clusters Score -1.939197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150434 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -19391948.000000 Penalty: 5918.479492
	Iteration 92Q: 3 clusters Score -1.939195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150450 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -19391942.000000 Penalty: 5918.479492
	Iteration 93Q: 3 clusters Score -1.939194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150463 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -19391952.000000 Penalty: 5918.479492
	Iteration 94Q: 3 clusters Score -1.939195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150478 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -19391960.000000 Penalty: 5918.479492
	Iteration 95Q: 3 clusters Score -1.939196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150491 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -19391958.000000 Penalty: 5918.479492
	Iteration 96Q: 3 clusters Score -1.939196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150502 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -19391962.000000 Penalty: 5918.479492
	Iteration 97Q: 3 clusters Score -1.939196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150518 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -19391964.000000 Penalty: 5918.479492
	Iteration 98Q: 3 clusters Score -1.939196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150530 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -19391984.000000 Penalty: 5918.479492
	Iteration 99Q: 3 clusters Score -1.939198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150542 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -19391984.000000 Penalty: 5918.479492
	Iteration 100F: 3 clusters Score -1.939198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150555 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -19391970.000000 Penalty: 5918.479492
	Iteration 101Q: 3 clusters Score -1.939197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150563 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -19391978.000000 Penalty: 5918.479492
	Iteration 102Q: 3 clusters Score -1.939198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150570 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -19391990.000000 Penalty: 5918.479492
	Iteration 103Q: 3 clusters Score -1.939199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150574 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -19391990.000000 Penalty: 5918.479492
	Iteration 104Q: 3 clusters Score -1.939199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150581 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -19391998.000000 Penalty: 5918.479492
	Iteration 105Q: 3 clusters Score -1.9392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150591 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -19391978.000000 Penalty: 5918.479492
	Iteration 106Q: 3 clusters Score -1.939198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150598 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -19391994.000000 Penalty: 5918.479492
	Iteration 107Q: 3 clusters Score -1.939199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150608 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -19392016.000000 Penalty: 5918.479492
	Iteration 108Q: 3 clusters Score -1.939202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150611 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -19392018.000000 Penalty: 5918.479492
	Iteration 109Q: 3 clusters Score -1.939202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150616 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -19392022.000000 Penalty: 5918.479492
	Iteration 110Q: 3 clusters Score -1.939202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150622 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -19392026.000000 Penalty: 5918.479492
	Iteration 111Q: 3 clusters Score -1.939203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150631 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -19392038.000000 Penalty: 5918.479492
	Iteration 112Q: 3 clusters Score -1.939204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150638 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -19392034.000000 Penalty: 5918.479492
	Iteration 113Q: 3 clusters Score -1.939203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150643 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -19392030.000000 Penalty: 5918.479492
	Iteration 114Q: 3 clusters Score -1.939203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150654 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -19392012.000000 Penalty: 5918.479492
	Iteration 115Q: 3 clusters Score -1.939201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150661 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -19392014.000000 Penalty: 5918.479492
	Iteration 116Q: 3 clusters Score -1.939201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150668 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -19392010.000000 Penalty: 5918.479492
	Iteration 117Q: 3 clusters Score -1.939201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150675 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -19392010.000000 Penalty: 5918.479492
	Iteration 118Q: 3 clusters Score -1.939201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150680 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -19392014.000000 Penalty: 5918.479492
	Iteration 119Q: 3 clusters Score -1.939201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150683 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -19392022.000000 Penalty: 5918.479492
	Iteration 120F: 3 clusters Score -1.939202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150686 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -19392006.000000 Penalty: 5918.479492
	Iteration 121Q: 3 clusters Score -1.939201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150688 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -19392010.000000 Penalty: 5918.479492
	Iteration 122Q: 3 clusters Score -1.939201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150690 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -19392020.000000 Penalty: 5918.479492
	Iteration 123Q: 3 clusters Score -1.939202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150690 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -19392020.000000 Penalty: 5918.479492
	Iteration 124F: 3 clusters Score -1.939202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (82032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82032 members 
Entering Unmasked Estep 
Score: -10387910.000000 Penalty: 2806.086426
	Iteration 0F: 2 clusters Score -1.038791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -10332964.000000 Penalty: 5612.172852
	Iteration 0F: 3 clusters Score -1.033296e+07 nChanged 38439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -10355053.000000 Penalty: 5612.172852
	Iteration 1F: 3 clusters Score -1.035505e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -10356434.000000 Penalty: 5612.172852
	Iteration 2Q: 3 clusters Score -1.035643e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -10358347.000000 Penalty: 5612.172852
	Iteration 3Q: 3 clusters Score -1.035835e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -10360349.000000 Penalty: 5612.172852
	Iteration 4Q: 3 clusters Score -1.036035e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -10362376.000000 Penalty: 5612.172852
	Iteration 5Q: 3 clusters Score -1.036238e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -10364372.000000 Penalty: 5612.172852
	Iteration 6Q: 3 clusters Score -1.036437e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -10366423.000000 Penalty: 5612.172852
	Iteration 7Q: 3 clusters Score -1.036642e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 54935 members 
Entering Unmasked Estep 
Score: -10368525.000000 Penalty: 5612.172852
	Iteration 8Q: 3 clusters Score -1.036852e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 57775 members 
Entering Unmasked Estep 
Score: -10370533.000000 Penalty: 5612.172852
	Iteration 9Q: 3 clusters Score -1.037053e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -10372608.000000 Penalty: 5612.172852
	Iteration 10Q: 3 clusters Score -1.037261e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -10374817.000000 Penalty: 5612.172852
	Iteration 11Q: 3 clusters Score -1.037482e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 67518 members 
Entering Unmasked Estep 
Score: -10376875.000000 Penalty: 5612.172852
	Iteration 12Q: 3 clusters Score -1.037688e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -10378801.000000 Penalty: 5612.172852
	Iteration 13Q: 3 clusters Score -1.03788e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -10380448.000000 Penalty: 5612.172852
	Iteration 14Q: 3 clusters Score -1.038045e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 75414 members 
Entering Unmasked Estep 
Score: -10381691.000000 Penalty: 5612.172852
	Iteration 15Q: 3 clusters Score -1.038169e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 77181 members 
Entering Unmasked Estep 
Score: -10382721.000000 Penalty: 5612.172852
	Iteration 16Q: 3 clusters Score -1.038272e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -10383553.000000 Penalty: 5612.172852
	Iteration 17Q: 3 clusters Score -1.038355e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -10384224.000000 Penalty: 5612.172852
	Iteration 18Q: 3 clusters Score -1.038422e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -10384579.000000 Penalty: 5612.172852
	Iteration 19Q: 3 clusters Score -1.038458e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -10384906.000000 Penalty: 5612.172852
	Iteration 20F: 3 clusters Score -1.038491e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 80854 members 
Entering Unmasked Estep 
Score: -10385069.000000 Penalty: 5612.172852
	Iteration 21Q: 3 clusters Score -1.038507e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 81050 members 
Entering Unmasked Estep 
Score: -10385222.000000 Penalty: 5612.172852
	Iteration 22Q: 3 clusters Score -1.038522e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 81190 members 
Entering Unmasked Estep 
Score: -10385314.000000 Penalty: 5612.172852
	Iteration 23Q: 3 clusters Score -1.038531e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
Score: -10385385.000000 Penalty: 5612.172852
	Iteration 24Q: 3 clusters Score -1.038538e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 81343 members 
Entering Unmasked Estep 
Score: -10385427.000000 Penalty: 5612.172852
	Iteration 25Q: 3 clusters Score -1.038543e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -10385459.000000 Penalty: 5612.172852
	Iteration 26Q: 3 clusters Score -1.038546e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
Score: -10385487.000000 Penalty: 5612.172852
	Iteration 27Q: 3 clusters Score -1.038549e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -10385514.000000 Penalty: 5612.172852
	Iteration 28Q: 3 clusters Score -1.038551e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 81462 members 
Entering Unmasked Estep 
Score: -10385524.000000 Penalty: 5612.172852
	Iteration 29Q: 3 clusters Score -1.038552e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
Score: -10385536.000000 Penalty: 5612.172852
	Iteration 30Q: 3 clusters Score -1.038554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 81493 members 
Entering Unmasked Estep 
Score: -10385547.000000 Penalty: 5612.172852
	Iteration 31Q: 3 clusters Score -1.038555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 81499 members 
Entering Unmasked Estep 
Score: -10385550.000000 Penalty: 5612.172852
	Iteration 32Q: 3 clusters Score -1.038555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -10385563.000000 Penalty: 5612.172852
	Iteration 33Q: 3 clusters Score -1.038556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 81506 members 
Entering Unmasked Estep 
Score: -10385569.000000 Penalty: 5612.172852
	Iteration 34Q: 3 clusters Score -1.038557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 81506 members 
Entering Unmasked Estep 
Score: -10385569.000000 Penalty: 5612.172852
	Iteration 35Q: 3 clusters Score -1.038557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 81509 members 
Entering Unmasked Estep 
Score: -10385570.000000 Penalty: 5612.172852
	Iteration 36Q: 3 clusters Score -1.038557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -10385575.000000 Penalty: 5612.172852
	Iteration 37Q: 3 clusters Score -1.038558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -10385572.000000 Penalty: 5612.172852
	Iteration 38Q: 3 clusters Score -1.038557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -10385572.000000 Penalty: 5612.172852
	Iteration 39Q: 3 clusters Score -1.038557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 81521 members 
Entering Unmasked Estep 
Score: -10385578.000000 Penalty: 5612.172852
	Iteration 40F: 3 clusters Score -1.038558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 81522 members 
Entering Unmasked Estep 
Score: -10385578.000000 Penalty: 5612.172852
	Iteration 41Q: 3 clusters Score -1.038558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 81522 members 
Entering Unmasked Estep 
Score: -10385578.000000 Penalty: 5612.172852
	Iteration 42F: 3 clusters Score -1.038558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87834 members 
Entering Unmasked Estep 
Score: -11284855.000000 Penalty: 2823.034424
	Iteration 0F: 2 clusters Score -1.128486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -11226245.000000 Penalty: 5646.068848
	Iteration 0F: 3 clusters Score -1.122624e+07 nChanged 41355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -11249804.000000 Penalty: 5646.068848
	Iteration 1F: 3 clusters Score -1.12498e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -11250786.000000 Penalty: 5646.068848
	Iteration 2Q: 3 clusters Score -1.125079e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -11252077.000000 Penalty: 5646.068848
	Iteration 3Q: 3 clusters Score -1.125208e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -11253869.000000 Penalty: 5646.068848
	Iteration 4Q: 3 clusters Score -1.125387e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -11256902.000000 Penalty: 5646.068848
	Iteration 5F: 3 clusters Score -1.12569e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -11262075.000000 Penalty: 5646.068848
	Iteration 6F: 3 clusters Score -1.126208e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72486 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -11268874.000000 Penalty: 5646.068848
	Iteration 7F: 3 clusters Score -1.126887e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79017 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -11275387.000000 Penalty: 5646.068848
	Iteration 8F: 3 clusters Score -1.127539e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -11279615.000000 Penalty: 5646.068848
	Iteration 9F: 3 clusters Score -1.127962e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85474 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -11281566.000000 Penalty: 5646.068848
	Iteration 10Q: 3 clusters Score -1.128157e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86365 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -11282408.000000 Penalty: 5646.068848
	Iteration 11Q: 3 clusters Score -1.128241e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86715 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -11282746.000000 Penalty: 5646.068848
	Iteration 12Q: 3 clusters Score -1.128275e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86857 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -11282913.000000 Penalty: 5646.068848
	Iteration 13Q: 3 clusters Score -1.128291e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -11282990.000000 Penalty: 5646.068848
	Iteration 14Q: 3 clusters Score -1.128299e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86952 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11283040.000000 Penalty: 5646.068848
	Iteration 15Q: 3 clusters Score -1.128304e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11283053.000000 Penalty: 5646.068848
	Iteration 16Q: 3 clusters Score -1.128305e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86975 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -11283067.000000 Penalty: 5646.068848
	Iteration 17Q: 3 clusters Score -1.128307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11283074.000000 Penalty: 5646.068848
	Iteration 18Q: 3 clusters Score -1.128307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86981 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11283071.000000 Penalty: 5646.068848
	Iteration 19Q: 3 clusters Score -1.128307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -11283083.000000 Penalty: 5646.068848
	Iteration 20F: 3 clusters Score -1.128308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -11283091.000000 Penalty: 5646.068848
	Iteration 21Q: 3 clusters Score -1.128309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86989 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11283086.000000 Penalty: 5646.068848
	Iteration 22Q: 3 clusters Score -1.128309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86987 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11283086.000000 Penalty: 5646.068848
	Iteration 23Q: 3 clusters Score -1.128309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86987 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11283093.000000 Penalty: 5646.068848
	Iteration 24Q: 3 clusters Score -1.128309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86985 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -11283107.000000 Penalty: 5646.068848
	Iteration 25Q: 3 clusters Score -1.128311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11283100.000000 Penalty: 5646.068848
	Iteration 26Q: 3 clusters Score -1.12831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86990 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11283109.000000 Penalty: 5646.068848
	Iteration 27Q: 3 clusters Score -1.128311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86992 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -11283101.000000 Penalty: 5646.068848
	Iteration 28Q: 3 clusters Score -1.12831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11283119.000000 Penalty: 5646.068848
	Iteration 29Q: 3 clusters Score -1.128312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11283110.000000 Penalty: 5646.068848
	Iteration 30Q: 3 clusters Score -1.128311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86987 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11283113.000000 Penalty: 5646.068848
	Iteration 31Q: 3 clusters Score -1.128311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86985 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -11283106.000000 Penalty: 5646.068848
	Iteration 32Q: 3 clusters Score -1.128311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86984 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11283114.000000 Penalty: 5646.068848
	Iteration 33Q: 3 clusters Score -1.128311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86984 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11283112.000000 Penalty: 5646.068848
	Iteration 34Q: 3 clusters Score -1.128311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86984 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11283112.000000 Penalty: 5646.068848
	Iteration 35F: 3 clusters Score -1.128311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (166373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166373 members 
Entering Unmasked Estep 
Score: -21176788.000000 Penalty: 2981.453125
	Iteration 0F: 2 clusters Score -2.117679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 83208 members 
Entering Unmasked Estep 
Score: -21068298.000000 Penalty: 5962.906250
	Iteration 0F: 3 clusters Score -2.10683e+07 nChanged 79787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83386 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -21114528.000000 Penalty: 5962.906250
	Iteration 1F: 3 clusters Score -2.111453e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83612 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -21115620.000000 Penalty: 5962.906250
	Iteration 2Q: 3 clusters Score -2.111562e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83966 members 
Mstep: Class 2 contains 82407 members 
Entering Unmasked Estep 
Score: -21117010.000000 Penalty: 5962.906250
	Iteration 3Q: 3 clusters Score -2.111701e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84637 members 
Mstep: Class 2 contains 81736 members 
Entering Unmasked Estep 
Score: -21118796.000000 Penalty: 5962.906250
	Iteration 4Q: 3 clusters Score -2.11188e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85865 members 
Mstep: Class 2 contains 80508 members 
Entering Unmasked Estep 
Score: -21121338.000000 Penalty: 5962.906250
	Iteration 5Q: 3 clusters Score -2.112134e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87769 members 
Mstep: Class 2 contains 78604 members 
Entering Unmasked Estep 
Score: -21125322.000000 Penalty: 5962.906250
	Iteration 6Q: 3 clusters Score -2.112532e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 76028 members 
Entering Unmasked Estep 
Score: -21130996.000000 Penalty: 5962.906250
	Iteration 7F: 3 clusters Score -2.1131e+07 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93678 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -21138602.000000 Penalty: 5962.906250
	Iteration 8F: 3 clusters Score -2.11386e+07 nChanged 11158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97200 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -21146752.000000 Penalty: 5962.906250
	Iteration 9F: 3 clusters Score -2.114675e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100314 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -21152344.000000 Penalty: 5962.906250
	Iteration 10F: 3 clusters Score -2.115234e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103041 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -21154996.000000 Penalty: 5962.906250
	Iteration 11Q: 3 clusters Score -2.1155e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -21156374.000000 Penalty: 5962.906250
	Iteration 12Q: 3 clusters Score -2.115637e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108454 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -21157368.000000 Penalty: 5962.906250
	Iteration 13Q: 3 clusters Score -2.115737e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111298 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -21158396.000000 Penalty: 5962.906250
	Iteration 14Q: 3 clusters Score -2.11584e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114225 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -21159456.000000 Penalty: 5962.906250
	Iteration 15Q: 3 clusters Score -2.115946e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117244 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -21160546.000000 Penalty: 5962.906250
	Iteration 16Q: 3 clusters Score -2.116055e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120255 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -21161816.000000 Penalty: 5962.906250
	Iteration 17Q: 3 clusters Score -2.116182e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123191 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -21163040.000000 Penalty: 5962.906250
	Iteration 18Q: 3 clusters Score -2.116304e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126062 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -21164246.000000 Penalty: 5962.906250
	Iteration 19Q: 3 clusters Score -2.116425e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128849 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -21165428.000000 Penalty: 5962.906250
	Iteration 20F: 3 clusters Score -2.116543e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131465 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -21166688.000000 Penalty: 5962.906250
	Iteration 21Q: 3 clusters Score -2.116669e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133948 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -21167502.000000 Penalty: 5962.906250
	Iteration 22Q: 3 clusters Score -2.11675e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136234 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -21168350.000000 Penalty: 5962.906250
	Iteration 23Q: 3 clusters Score -2.116835e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138435 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -21169070.000000 Penalty: 5962.906250
	Iteration 24Q: 3 clusters Score -2.116907e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140419 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -21169676.000000 Penalty: 5962.906250
	Iteration 25Q: 3 clusters Score -2.116968e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142251 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -21170356.000000 Penalty: 5962.906250
	Iteration 26Q: 3 clusters Score -2.117036e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144022 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -21170986.000000 Penalty: 5962.906250
	Iteration 27Q: 3 clusters Score -2.117099e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145794 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -21171650.000000 Penalty: 5962.906250
	Iteration 28Q: 3 clusters Score -2.117165e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147586 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -21172370.000000 Penalty: 5962.906250
	Iteration 29Q: 3 clusters Score -2.117237e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149372 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -21173010.000000 Penalty: 5962.906250
	Iteration 30Q: 3 clusters Score -2.117301e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151155 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -21173404.000000 Penalty: 5962.906250
	Iteration 31Q: 3 clusters Score -2.11734e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152884 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -21173850.000000 Penalty: 5962.906250
	Iteration 32Q: 3 clusters Score -2.117385e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154524 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -21174224.000000 Penalty: 5962.906250
	Iteration 33Q: 3 clusters Score -2.117422e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156055 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -21174508.000000 Penalty: 5962.906250
	Iteration 34Q: 3 clusters Score -2.117451e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157444 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -21174754.000000 Penalty: 5962.906250
	Iteration 35Q: 3 clusters Score -2.117475e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158648 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -21174998.000000 Penalty: 5962.906250
	Iteration 36Q: 3 clusters Score -2.1175e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159752 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -21175232.000000 Penalty: 5962.906250
	Iteration 37Q: 3 clusters Score -2.117523e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160697 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -21175380.000000 Penalty: 5962.906250
	Iteration 38Q: 3 clusters Score -2.117538e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161487 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -21175456.000000 Penalty: 5962.906250
	Iteration 39Q: 3 clusters Score -2.117546e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162118 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -21175504.000000 Penalty: 5962.906250
	Iteration 40F: 3 clusters Score -2.11755e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162712 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -21175466.000000 Penalty: 5962.906250
	Iteration 41Q: 3 clusters Score -2.117547e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163140 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -21175444.000000 Penalty: 5962.906250
	Iteration 42Q: 3 clusters Score -2.117544e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163468 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -21175436.000000 Penalty: 5962.906250
	Iteration 43Q: 3 clusters Score -2.117544e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163726 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -21175474.000000 Penalty: 5962.906250
	Iteration 44Q: 3 clusters Score -2.117547e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163937 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -21175490.000000 Penalty: 5962.906250
	Iteration 45Q: 3 clusters Score -2.117549e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164112 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -21175404.000000 Penalty: 5962.906250
	Iteration 46Q: 3 clusters Score -2.11754e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164258 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -21175424.000000 Penalty: 5962.906250
	Iteration 47Q: 3 clusters Score -2.117542e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164375 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -21175364.000000 Penalty: 5962.906250
	Iteration 48Q: 3 clusters Score -2.117536e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164470 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -21175390.000000 Penalty: 5962.906250
	Iteration 49Q: 3 clusters Score -2.117539e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164545 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -21175364.000000 Penalty: 5962.906250
	Iteration 50Q: 3 clusters Score -2.117536e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164606 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -21175356.000000 Penalty: 5962.906250
	Iteration 51Q: 3 clusters Score -2.117536e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164645 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -21175346.000000 Penalty: 5962.906250
	Iteration 52Q: 3 clusters Score -2.117535e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164686 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -21175320.000000 Penalty: 5962.906250
	Iteration 53Q: 3 clusters Score -2.117532e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164712 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -21175310.000000 Penalty: 5962.906250
	Iteration 54Q: 3 clusters Score -2.117531e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164732 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -21175278.000000 Penalty: 5962.906250
	Iteration 55Q: 3 clusters Score -2.117528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164749 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -21175286.000000 Penalty: 5962.906250
	Iteration 56Q: 3 clusters Score -2.117529e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164778 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -21175300.000000 Penalty: 5962.906250
	Iteration 57Q: 3 clusters Score -2.11753e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164803 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -21175296.000000 Penalty: 5962.906250
	Iteration 58Q: 3 clusters Score -2.11753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164825 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -21175310.000000 Penalty: 5962.906250
	Iteration 59Q: 3 clusters Score -2.117531e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164841 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -21175306.000000 Penalty: 5962.906250
	Iteration 60F: 3 clusters Score -2.117531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164848 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -21175296.000000 Penalty: 5962.906250
	Iteration 61Q: 3 clusters Score -2.11753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164854 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -21175302.000000 Penalty: 5962.906250
	Iteration 62Q: 3 clusters Score -2.11753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164863 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -21175280.000000 Penalty: 5962.906250
	Iteration 63Q: 3 clusters Score -2.117528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164864 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -21175290.000000 Penalty: 5962.906250
	Iteration 64Q: 3 clusters Score -2.117529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164866 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -21175296.000000 Penalty: 5962.906250
	Iteration 65Q: 3 clusters Score -2.11753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164873 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -21175276.000000 Penalty: 5962.906250
	Iteration 66Q: 3 clusters Score -2.117528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164882 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -21175272.000000 Penalty: 5962.906250
	Iteration 67Q: 3 clusters Score -2.117527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164887 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -21175272.000000 Penalty: 5962.906250
	Iteration 68Q: 3 clusters Score -2.117527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164891 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -21175268.000000 Penalty: 5962.906250
	Iteration 69Q: 3 clusters Score -2.117527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164896 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -21175266.000000 Penalty: 5962.906250
	Iteration 70Q: 3 clusters Score -2.117527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164897 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -21175268.000000 Penalty: 5962.906250
	Iteration 71Q: 3 clusters Score -2.117527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164901 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -21175246.000000 Penalty: 5962.906250
	Iteration 72Q: 3 clusters Score -2.117525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164906 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -21175272.000000 Penalty: 5962.906250
	Iteration 73Q: 3 clusters Score -2.117527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164910 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -21175272.000000 Penalty: 5962.906250
	Iteration 74Q: 3 clusters Score -2.117527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164913 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -21175274.000000 Penalty: 5962.906250
	Iteration 75Q: 3 clusters Score -2.117527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164915 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -21175260.000000 Penalty: 5962.906250
	Iteration 76Q: 3 clusters Score -2.117526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164916 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -21175262.000000 Penalty: 5962.906250
	Iteration 77Q: 3 clusters Score -2.117526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164918 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -21175262.000000 Penalty: 5962.906250
	Iteration 78Q: 3 clusters Score -2.117526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164919 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -21175248.000000 Penalty: 5962.906250
	Iteration 79Q: 3 clusters Score -2.117525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164919 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -21175248.000000 Penalty: 5962.906250
	Iteration 80F: 3 clusters Score -2.117525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Entering Unmasked Estep 
Score: -10004229.000000 Penalty: 2792.069092
	Iteration 0F: 2 clusters Score -1.000423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -9952560.000000 Penalty: 5584.138184
	Iteration 0F: 3 clusters Score -9952560 nChanged 36310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -9973355.000000 Penalty: 5584.138184
	Iteration 1F: 3 clusters Score -9973355 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -9974176.000000 Penalty: 5584.138184
	Iteration 2Q: 3 clusters Score -9974176 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -9975246.000000 Penalty: 5584.138184
	Iteration 3Q: 3 clusters Score -9975246 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -9976887.000000 Penalty: 5584.138184
	Iteration 4Q: 3 clusters Score -9976887 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -9979369.000000 Penalty: 5584.138184
	Iteration 5F: 3 clusters Score -9979369 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -9983262.000000 Penalty: 5584.138184
	Iteration 6F: 3 clusters Score -9983262 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -9988159.000000 Penalty: 5584.138184
	Iteration 7F: 3 clusters Score -9988159 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -9993102.000000 Penalty: 5584.138184
	Iteration 8F: 3 clusters Score -9993102 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -9996347.000000 Penalty: 5584.138184
	Iteration 9Q: 3 clusters Score -9996347 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63850 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -9997752.000000 Penalty: 5584.138184
	Iteration 10Q: 3 clusters Score -9997752 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -9998394.000000 Penalty: 5584.138184
	Iteration 11Q: 3 clusters Score -9998394 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -9998903.000000 Penalty: 5584.138184
	Iteration 12Q: 3 clusters Score -9998903 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -9999235.000000 Penalty: 5584.138184
	Iteration 13Q: 3 clusters Score -9999235 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67659 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -9999599.000000 Penalty: 5584.138184
	Iteration 14Q: 3 clusters Score -9999599 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -9999945.000000 Penalty: 5584.138184
	Iteration 15Q: 3 clusters Score -9999945 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -10000157.000000 Penalty: 5584.138184
	Iteration 16Q: 3 clusters Score -1.000016e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -10000371.000000 Penalty: 5584.138184
	Iteration 17Q: 3 clusters Score -1.000037e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70347 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -10000562.000000 Penalty: 5584.138184
	Iteration 18Q: 3 clusters Score -1.000056e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -10000723.000000 Penalty: 5584.138184
	Iteration 19Q: 3 clusters Score -1.000072e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71301 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -10000853.000000 Penalty: 5584.138184
	Iteration 20F: 3 clusters Score -1.000085e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71698 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -10000990.000000 Penalty: 5584.138184
	Iteration 21Q: 3 clusters Score -1.000099e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72067 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -10001078.000000 Penalty: 5584.138184
	Iteration 22Q: 3 clusters Score -1.000108e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72379 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -10001185.000000 Penalty: 5584.138184
	Iteration 23Q: 3 clusters Score -1.000118e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -10001263.000000 Penalty: 5584.138184
	Iteration 24Q: 3 clusters Score -1.000126e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72944 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -10001313.000000 Penalty: 5584.138184
	Iteration 25Q: 3 clusters Score -1.000131e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73188 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -10001376.000000 Penalty: 5584.138184
	Iteration 26Q: 3 clusters Score -1.000138e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -10001411.000000 Penalty: 5584.138184
	Iteration 27Q: 3 clusters Score -1.000141e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -10001449.000000 Penalty: 5584.138184
	Iteration 28Q: 3 clusters Score -1.000145e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -10001475.000000 Penalty: 5584.138184
	Iteration 29Q: 3 clusters Score -1.000148e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73915 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -10001510.000000 Penalty: 5584.138184
	Iteration 30Q: 3 clusters Score -1.000151e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74062 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -10001570.000000 Penalty: 5584.138184
	Iteration 31Q: 3 clusters Score -1.000157e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74183 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -10001593.000000 Penalty: 5584.138184
	Iteration 32Q: 3 clusters Score -1.000159e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -10001619.000000 Penalty: 5584.138184
	Iteration 33Q: 3 clusters Score -1.000162e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74403 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -10001682.000000 Penalty: 5584.138184
	Iteration 34Q: 3 clusters Score -1.000168e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74504 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -10001702.000000 Penalty: 5584.138184
	Iteration 35Q: 3 clusters Score -1.00017e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -10001718.000000 Penalty: 5584.138184
	Iteration 36Q: 3 clusters Score -1.000172e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -10001751.000000 Penalty: 5584.138184
	Iteration 37Q: 3 clusters Score -1.000175e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74733 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -10001763.000000 Penalty: 5584.138184
	Iteration 38Q: 3 clusters Score -1.000176e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74792 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -10001765.000000 Penalty: 5584.138184
	Iteration 39Q: 3 clusters Score -1.000176e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74854 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -10001805.000000 Penalty: 5584.138184
	Iteration 40F: 3 clusters Score -1.00018e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -10001809.000000 Penalty: 5584.138184
	Iteration 41Q: 3 clusters Score -1.000181e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -10001840.000000 Penalty: 5584.138184
	Iteration 42Q: 3 clusters Score -1.000184e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74978 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -10001835.000000 Penalty: 5584.138184
	Iteration 43Q: 3 clusters Score -1.000184e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -10001851.000000 Penalty: 5584.138184
	Iteration 44Q: 3 clusters Score -1.000185e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -10001876.000000 Penalty: 5584.138184
	Iteration 45Q: 3 clusters Score -1.000188e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -10001887.000000 Penalty: 5584.138184
	Iteration 46Q: 3 clusters Score -1.000189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75125 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -10001892.000000 Penalty: 5584.138184
	Iteration 47Q: 3 clusters Score -1.000189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75138 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -10001882.000000 Penalty: 5584.138184
	Iteration 48Q: 3 clusters Score -1.000188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -10001898.000000 Penalty: 5584.138184
	Iteration 49Q: 3 clusters Score -1.00019e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -10001891.000000 Penalty: 5584.138184
	Iteration 50Q: 3 clusters Score -1.000189e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -10001889.000000 Penalty: 5584.138184
	Iteration 51Q: 3 clusters Score -1.000189e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75228 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -10001909.000000 Penalty: 5584.138184
	Iteration 52Q: 3 clusters Score -1.000191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75249 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -10001907.000000 Penalty: 5584.138184
	Iteration 53Q: 3 clusters Score -1.000191e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75279 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -10001910.000000 Penalty: 5584.138184
	Iteration 54Q: 3 clusters Score -1.000191e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75309 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -10001913.000000 Penalty: 5584.138184
	Iteration 55Q: 3 clusters Score -1.000191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75329 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -10001919.000000 Penalty: 5584.138184
	Iteration 56Q: 3 clusters Score -1.000192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -10001920.000000 Penalty: 5584.138184
	Iteration 57Q: 3 clusters Score -1.000192e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -10001928.000000 Penalty: 5584.138184
	Iteration 58Q: 3 clusters Score -1.000193e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75388 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -10001934.000000 Penalty: 5584.138184
	Iteration 59Q: 3 clusters Score -1.000193e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75412 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -10001939.000000 Penalty: 5584.138184
	Iteration 60F: 3 clusters Score -1.000194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75437 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -10001946.000000 Penalty: 5584.138184
	Iteration 61Q: 3 clusters Score -1.000195e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -10001946.000000 Penalty: 5584.138184
	Iteration 62Q: 3 clusters Score -1.000195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -10001930.000000 Penalty: 5584.138184
	Iteration 63Q: 3 clusters Score -1.000193e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -10001929.000000 Penalty: 5584.138184
	Iteration 64Q: 3 clusters Score -1.000193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -10001957.000000 Penalty: 5584.138184
	Iteration 65Q: 3 clusters Score -1.000196e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -10001959.000000 Penalty: 5584.138184
	Iteration 66Q: 3 clusters Score -1.000196e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -10001969.000000 Penalty: 5584.138184
	Iteration 67Q: 3 clusters Score -1.000197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -10001970.000000 Penalty: 5584.138184
	Iteration 68Q: 3 clusters Score -1.000197e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75605 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -10001977.000000 Penalty: 5584.138184
	Iteration 69Q: 3 clusters Score -1.000198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75621 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -10001968.000000 Penalty: 5584.138184
	Iteration 70Q: 3 clusters Score -1.000197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -10001982.000000 Penalty: 5584.138184
	Iteration 71Q: 3 clusters Score -1.000198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -10001982.000000 Penalty: 5584.138184
	Iteration 72Q: 3 clusters Score -1.000198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -10001978.000000 Penalty: 5584.138184
	Iteration 73Q: 3 clusters Score -1.000198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -10001983.000000 Penalty: 5584.138184
	Iteration 74Q: 3 clusters Score -1.000198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75666 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -10001980.000000 Penalty: 5584.138184
	Iteration 75Q: 3 clusters Score -1.000198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -10001982.000000 Penalty: 5584.138184
	Iteration 76Q: 3 clusters Score -1.000198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75683 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -10001996.000000 Penalty: 5584.138184
	Iteration 77Q: 3 clusters Score -1.0002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75696 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -10002010.000000 Penalty: 5584.138184
	Iteration 78Q: 3 clusters Score -1.000201e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -10002002.000000 Penalty: 5584.138184
	Iteration 79Q: 3 clusters Score -1.0002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -10001994.000000 Penalty: 5584.138184
	Iteration 80F: 3 clusters Score -1.000199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75741 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -10002007.000000 Penalty: 5584.138184
	Iteration 81Q: 3 clusters Score -1.000201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -10002012.000000 Penalty: 5584.138184
	Iteration 82Q: 3 clusters Score -1.000201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75770 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -10002029.000000 Penalty: 5584.138184
	Iteration 83Q: 3 clusters Score -1.000203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -10002031.000000 Penalty: 5584.138184
	Iteration 84Q: 3 clusters Score -1.000203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -10002027.000000 Penalty: 5584.138184
	Iteration 85Q: 3 clusters Score -1.000203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -10002035.000000 Penalty: 5584.138184
	Iteration 86Q: 3 clusters Score -1.000204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -10002031.000000 Penalty: 5584.138184
	Iteration 87Q: 3 clusters Score -1.000203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75814 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -10002033.000000 Penalty: 5584.138184
	Iteration 88Q: 3 clusters Score -1.000203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75822 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -10002050.000000 Penalty: 5584.138184
	Iteration 89Q: 3 clusters Score -1.000205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75831 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -10002053.000000 Penalty: 5584.138184
	Iteration 90Q: 3 clusters Score -1.000205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -10002066.000000 Penalty: 5584.138184
	Iteration 91Q: 3 clusters Score -1.000207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -10002068.000000 Penalty: 5584.138184
	Iteration 92Q: 3 clusters Score -1.000207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -10002078.000000 Penalty: 5584.138184
	Iteration 93Q: 3 clusters Score -1.000208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -10002080.000000 Penalty: 5584.138184
	Iteration 94Q: 3 clusters Score -1.000208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -10002088.000000 Penalty: 5584.138184
	Iteration 95Q: 3 clusters Score -1.000209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -10002084.000000 Penalty: 5584.138184
	Iteration 96Q: 3 clusters Score -1.000208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -10002084.000000 Penalty: 5584.138184
	Iteration 97Q: 3 clusters Score -1.000208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75905 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -10002090.000000 Penalty: 5584.138184
	Iteration 98Q: 3 clusters Score -1.000209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -10002085.000000 Penalty: 5584.138184
	Iteration 99Q: 3 clusters Score -1.000208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -10002083.000000 Penalty: 5584.138184
	Iteration 100F: 3 clusters Score -1.000208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75927 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -10002099.000000 Penalty: 5584.138184
	Iteration 101Q: 3 clusters Score -1.00021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -10002093.000000 Penalty: 5584.138184
	Iteration 102Q: 3 clusters Score -1.000209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75949 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -10002099.000000 Penalty: 5584.138184
	Iteration 103Q: 3 clusters Score -1.00021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75958 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -10002094.000000 Penalty: 5584.138184
	Iteration 104Q: 3 clusters Score -1.000209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -10002102.000000 Penalty: 5584.138184
	Iteration 105Q: 3 clusters Score -1.00021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75963 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -10002106.000000 Penalty: 5584.138184
	Iteration 106Q: 3 clusters Score -1.000211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75968 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -10002105.000000 Penalty: 5584.138184
	Iteration 107Q: 3 clusters Score -1.00021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75972 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -10002100.000000 Penalty: 5584.138184
	Iteration 108Q: 3 clusters Score -1.00021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -10002114.000000 Penalty: 5584.138184
	Iteration 109Q: 3 clusters Score -1.000211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -10002111.000000 Penalty: 5584.138184
	Iteration 110Q: 3 clusters Score -1.000211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -10002107.000000 Penalty: 5584.138184
	Iteration 111Q: 3 clusters Score -1.000211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -10002113.000000 Penalty: 5584.138184
	Iteration 112Q: 3 clusters Score -1.000211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -10002102.000000 Penalty: 5584.138184
	Iteration 113Q: 3 clusters Score -1.00021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -10002100.000000 Penalty: 5584.138184
	Iteration 114Q: 3 clusters Score -1.00021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -10002106.000000 Penalty: 5584.138184
	Iteration 115Q: 3 clusters Score -1.000211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75989 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -10002108.000000 Penalty: 5584.138184
	Iteration 116Q: 3 clusters Score -1.000211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75990 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10002110.000000 Penalty: 5584.138184
	Iteration 117Q: 3 clusters Score -1.000211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75990 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10002110.000000 Penalty: 5584.138184
	Iteration 118F: 3 clusters Score -1.000211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Entering Unmasked Estep 
Score: -3780138.500000 Penalty: 2551.255371
	Iteration 0F: 2 clusters Score -3780138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3760006.500000 Penalty: 5102.510742
	Iteration 0F: 3 clusters Score -3760006 nChanged 13256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3767165.250000 Penalty: 5102.510742
	Iteration 1F: 3 clusters Score -3767165 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3767630.250000 Penalty: 5102.510742
	Iteration 2Q: 3 clusters Score -3767630 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3768074.000000 Penalty: 5102.510742
	Iteration 3Q: 3 clusters Score -3768074 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -3768457.000000 Penalty: 5102.510742
	Iteration 4Q: 3 clusters Score -3768457 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3768897.500000 Penalty: 5102.510742
	Iteration 5Q: 3 clusters Score -3768898 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -3769350.000000 Penalty: 5102.510742
	Iteration 6Q: 3 clusters Score -3769350 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3769921.500000 Penalty: 5102.510742
	Iteration 7Q: 3 clusters Score -3769922 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3770589.000000 Penalty: 5102.510742
	Iteration 8Q: 3 clusters Score -3770589 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3771412.250000 Penalty: 5102.510742
	Iteration 9Q: 3 clusters Score -3771412 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3772369.500000 Penalty: 5102.510742
	Iteration 10Q: 3 clusters Score -3772370 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -3773374.250000 Penalty: 5102.510742
	Iteration 11Q: 3 clusters Score -3773374 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -3774275.500000 Penalty: 5102.510742
	Iteration 12Q: 3 clusters Score -3774276 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -3775048.000000 Penalty: 5102.510742
	Iteration 13Q: 3 clusters Score -3775048 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3775573.250000 Penalty: 5102.510742
	Iteration 14Q: 3 clusters Score -3775573 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -3775966.000000 Penalty: 5102.510742
	Iteration 15Q: 3 clusters Score -3775966 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -3776239.250000 Penalty: 5102.510742
	Iteration 16Q: 3 clusters Score -3776239 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -3776477.250000 Penalty: 5102.510742
	Iteration 17Q: 3 clusters Score -3776477 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3776682.750000 Penalty: 5102.510742
	Iteration 18Q: 3 clusters Score -3776683 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3776862.750000 Penalty: 5102.510742
	Iteration 19Q: 3 clusters Score -3776863 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3777003.000000 Penalty: 5102.510742
	Iteration 20F: 3 clusters Score -3777003 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3777164.250000 Penalty: 5102.510742
	Iteration 21Q: 3 clusters Score -3777164 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3777282.750000 Penalty: 5102.510742
	Iteration 22Q: 3 clusters Score -3777283 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3777404.000000 Penalty: 5102.510742
	Iteration 23Q: 3 clusters Score -3777404 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3777472.000000 Penalty: 5102.510742
	Iteration 24Q: 3 clusters Score -3777472 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3777529.500000 Penalty: 5102.510742
	Iteration 25Q: 3 clusters Score -3777530 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3777582.000000 Penalty: 5102.510742
	Iteration 26Q: 3 clusters Score -3777582 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3777636.000000 Penalty: 5102.510742
	Iteration 27Q: 3 clusters Score -3777636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3777682.500000 Penalty: 5102.510742
	Iteration 28Q: 3 clusters Score -3777682 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3777732.500000 Penalty: 5102.510742
	Iteration 29Q: 3 clusters Score -3777732 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3777779.250000 Penalty: 5102.510742
	Iteration 30Q: 3 clusters Score -3777779 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3777838.750000 Penalty: 5102.510742
	Iteration 31Q: 3 clusters Score -3777839 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3777878.000000 Penalty: 5102.510742
	Iteration 32Q: 3 clusters Score -3777878 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3777908.250000 Penalty: 5102.510742
	Iteration 33Q: 3 clusters Score -3777908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3777938.000000 Penalty: 5102.510742
	Iteration 34Q: 3 clusters Score -3777938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3777953.500000 Penalty: 5102.510742
	Iteration 35Q: 3 clusters Score -3777954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3777970.000000 Penalty: 5102.510742
	Iteration 36Q: 3 clusters Score -3777970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3777989.250000 Penalty: 5102.510742
	Iteration 37Q: 3 clusters Score -3777989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3777998.000000 Penalty: 5102.510742
	Iteration 38Q: 3 clusters Score -3777998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3778002.750000 Penalty: 5102.510742
	Iteration 39Q: 3 clusters Score -3778003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3778007.750000 Penalty: 5102.510742
	Iteration 40F: 3 clusters Score -3778008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3778010.750000 Penalty: 5102.510742
	Iteration 41Q: 3 clusters Score -3778011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3778016.750000 Penalty: 5102.510742
	Iteration 42Q: 3 clusters Score -3778017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3778012.750000 Penalty: 5102.510742
	Iteration 43Q: 3 clusters Score -3778013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3778021.500000 Penalty: 5102.510742
	Iteration 44Q: 3 clusters Score -3778022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3778023.750000 Penalty: 5102.510742
	Iteration 45Q: 3 clusters Score -3778024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3778022.000000 Penalty: 5102.510742
	Iteration 46Q: 3 clusters Score -3778022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3778026.000000 Penalty: 5102.510742
	Iteration 47Q: 3 clusters Score -3778026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3778023.500000 Penalty: 5102.510742
	Iteration 48Q: 3 clusters Score -3778024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3778026.250000 Penalty: 5102.510742
	Iteration 49Q: 3 clusters Score -3778026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3778026.750000 Penalty: 5102.510742
	Iteration 50Q: 3 clusters Score -3778027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3778031.000000 Penalty: 5102.510742
	Iteration 51Q: 3 clusters Score -3778031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3778028.500000 Penalty: 5102.510742
	Iteration 52Q: 3 clusters Score -3778028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3778030.500000 Penalty: 5102.510742
	Iteration 53Q: 3 clusters Score -3778030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3778029.500000 Penalty: 5102.510742
	Iteration 54Q: 3 clusters Score -3778030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3778029.750000 Penalty: 5102.510742
	Iteration 55Q: 3 clusters Score -3778030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3778031.500000 Penalty: 5102.510742
	Iteration 56Q: 3 clusters Score -3778032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3778033.000000 Penalty: 5102.510742
	Iteration 57Q: 3 clusters Score -3778033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3778032.000000 Penalty: 5102.510742
	Iteration 58Q: 3 clusters Score -3778032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3778032.000000 Penalty: 5102.510742
	Iteration 59F: 3 clusters Score -3778032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -198930.281250 Penalty: 1845.447510
	Iteration 0F: 2 clusters Score -198930.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -196476.468750 Penalty: 3690.895020
	Iteration 0F: 3 clusters Score -196476.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -196895.656250 Penalty: 3690.895020
	Iteration 1F: 3 clusters Score -196895.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -197034.625000 Penalty: 3690.895020
	Iteration 2F: 3 clusters Score -197034.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -197135.718750 Penalty: 3690.895020
	Iteration 3Q: 3 clusters Score -197135.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -197173.031250 Penalty: 3690.895020
	Iteration 4Q: 3 clusters Score -197173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -197201.265625 Penalty: 3690.895020
	Iteration 5Q: 3 clusters Score -197201.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -197219.250000 Penalty: 3690.895020
	Iteration 6Q: 3 clusters Score -197219.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -197235.218750 Penalty: 3690.895020
	Iteration 7Q: 3 clusters Score -197235.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -197245.734375 Penalty: 3690.895020
	Iteration 8Q: 3 clusters Score -197245.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -197252.765625 Penalty: 3690.895020
	Iteration 9Q: 3 clusters Score -197252.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -197266.921875 Penalty: 3690.895020
	Iteration 10Q: 3 clusters Score -197266.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -197283.406250 Penalty: 3690.895020
	Iteration 11Q: 3 clusters Score -197283.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -197302.125000 Penalty: 3690.895020
	Iteration 12Q: 3 clusters Score -197302.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -197323.265625 Penalty: 3690.895020
	Iteration 13Q: 3 clusters Score -197323.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -197332.593750 Penalty: 3690.895020
	Iteration 14Q: 3 clusters Score -197332.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -197335.265625 Penalty: 3690.895020
	Iteration 15Q: 3 clusters Score -197335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -197337.765625 Penalty: 3690.895020
	Iteration 16Q: 3 clusters Score -197337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -197340.578125 Penalty: 3690.895020
	Iteration 17Q: 3 clusters Score -197340.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -197341.375000 Penalty: 3690.895020
	Iteration 18Q: 3 clusters Score -197341.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -197341.375000 Penalty: 3690.895020
	Iteration 19F: 3 clusters Score -197341.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Entering Unmasked Estep 
Score: -950271.062500 Penalty: 2221.334717
	Iteration 0F: 2 clusters Score -950271.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -943971.937500 Penalty: 4442.669434
	Iteration 0F: 3 clusters Score -943971.9 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -945689.125000 Penalty: 4442.669434
	Iteration 1F: 3 clusters Score -945689.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -945960.750000 Penalty: 4442.669434
	Iteration 2F: 3 clusters Score -945960.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -946129.937500 Penalty: 4442.669434
	Iteration 3Q: 3 clusters Score -946129.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -946260.562500 Penalty: 4442.669434
	Iteration 4Q: 3 clusters Score -946260.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -946370.375000 Penalty: 4442.669434
	Iteration 5Q: 3 clusters Score -946370.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -946470.875000 Penalty: 4442.669434
	Iteration 6Q: 3 clusters Score -946470.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -946577.625000 Penalty: 4442.669434
	Iteration 7Q: 3 clusters Score -946577.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -946694.437500 Penalty: 4442.669434
	Iteration 8Q: 3 clusters Score -946694.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -946821.437500 Penalty: 4442.669434
	Iteration 9Q: 3 clusters Score -946821.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -946957.812500 Penalty: 4442.669434
	Iteration 10Q: 3 clusters Score -946957.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -947107.937500 Penalty: 4442.669434
	Iteration 11Q: 3 clusters Score -947107.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -947297.625000 Penalty: 4442.669434
	Iteration 12Q: 3 clusters Score -947297.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -947522.500000 Penalty: 4442.669434
	Iteration 13Q: 3 clusters Score -947522.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -947761.750000 Penalty: 4442.669434
	Iteration 14Q: 3 clusters Score -947761.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -947971.687500 Penalty: 4442.669434
	Iteration 15Q: 3 clusters Score -947971.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -948134.937500 Penalty: 4442.669434
	Iteration 16Q: 3 clusters Score -948134.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -948230.937500 Penalty: 4442.669434
	Iteration 17Q: 3 clusters Score -948230.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -948295.187500 Penalty: 4442.669434
	Iteration 18Q: 3 clusters Score -948295.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -948364.312500 Penalty: 4442.669434
	Iteration 19Q: 3 clusters Score -948364.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -948418.437500 Penalty: 4442.669434
	Iteration 20F: 3 clusters Score -948418.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -948470.937500 Penalty: 4442.669434
	Iteration 21Q: 3 clusters Score -948470.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -948508.500000 Penalty: 4442.669434
	Iteration 22Q: 3 clusters Score -948508.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -948539.562500 Penalty: 4442.669434
	Iteration 23Q: 3 clusters Score -948539.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -948562.687500 Penalty: 4442.669434
	Iteration 24Q: 3 clusters Score -948562.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -948582.875000 Penalty: 4442.669434
	Iteration 25Q: 3 clusters Score -948582.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -948604.375000 Penalty: 4442.669434
	Iteration 26Q: 3 clusters Score -948604.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -948624.875000 Penalty: 4442.669434
	Iteration 27Q: 3 clusters Score -948624.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -948643.750000 Penalty: 4442.669434
	Iteration 28Q: 3 clusters Score -948643.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -948655.687500 Penalty: 4442.669434
	Iteration 29Q: 3 clusters Score -948655.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -948662.500000 Penalty: 4442.669434
	Iteration 30Q: 3 clusters Score -948662.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -948675.125000 Penalty: 4442.669434
	Iteration 31Q: 3 clusters Score -948675.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -948682.062500 Penalty: 4442.669434
	Iteration 32Q: 3 clusters Score -948682.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -948686.250000 Penalty: 4442.669434
	Iteration 33Q: 3 clusters Score -948686.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -948697.375000 Penalty: 4442.669434
	Iteration 34Q: 3 clusters Score -948697.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -948703.937500 Penalty: 4442.669434
	Iteration 35Q: 3 clusters Score -948703.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -948709.687500 Penalty: 4442.669434
	Iteration 36Q: 3 clusters Score -948709.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -948716.187500 Penalty: 4442.669434
	Iteration 37Q: 3 clusters Score -948716.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -948717.375000 Penalty: 4442.669434
	Iteration 38Q: 3 clusters Score -948717.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -948725.562500 Penalty: 4442.669434
	Iteration 39Q: 3 clusters Score -948725.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -948729.562500 Penalty: 4442.669434
	Iteration 40F: 3 clusters Score -948729.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -948734.062500 Penalty: 4442.669434
	Iteration 41Q: 3 clusters Score -948734.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -948738.000000 Penalty: 4442.669434
	Iteration 42Q: 3 clusters Score -948738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -948738.437500 Penalty: 4442.669434
	Iteration 43Q: 3 clusters Score -948738.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -948744.562500 Penalty: 4442.669434
	Iteration 44Q: 3 clusters Score -948744.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -948746.750000 Penalty: 4442.669434
	Iteration 45Q: 3 clusters Score -948746.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -948745.437500 Penalty: 4442.669434
	Iteration 46Q: 3 clusters Score -948745.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -948749.437500 Penalty: 4442.669434
	Iteration 47Q: 3 clusters Score -948749.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -948751.687500 Penalty: 4442.669434
	Iteration 48Q: 3 clusters Score -948751.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -948752.125000 Penalty: 4442.669434
	Iteration 49Q: 3 clusters Score -948752.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -948752.125000 Penalty: 4442.669434
	Iteration 50Q: 3 clusters Score -948752.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -948751.750000 Penalty: 4442.669434
	Iteration 51Q: 3 clusters Score -948751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -948751.437500 Penalty: 4442.669434
	Iteration 52Q: 3 clusters Score -948751.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -948753.812500 Penalty: 4442.669434
	Iteration 53Q: 3 clusters Score -948753.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -948756.187500 Penalty: 4442.669434
	Iteration 54Q: 3 clusters Score -948756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -948756.250000 Penalty: 4442.669434
	Iteration 55Q: 3 clusters Score -948756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -948755.437500 Penalty: 4442.669434
	Iteration 56Q: 3 clusters Score -948755.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -948757.500000 Penalty: 4442.669434
	Iteration 57Q: 3 clusters Score -948757.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -948757.562500 Penalty: 4442.669434
	Iteration 58Q: 3 clusters Score -948757.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -948759.125000 Penalty: 4442.669434
	Iteration 59Q: 3 clusters Score -948759.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -948759.125000 Penalty: 4442.669434
	Iteration 60F: 3 clusters Score -948759.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -60382.324219 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -60382.32 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 262 members 
Entering Unmasked Estep 
Score: -58858.117188 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -58858.12 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59032.480469 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -59032.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59103.351562 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -59103.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59129.808594 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -59129.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59131.843750 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -59131.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59136.371094 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -59136.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59137.699219 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -59137.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59137.699219 Penalty: 3099.029297
	Iteration 7F: 3 clusters Score -59137.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -290344.656250 Penalty: 1922.152466
	Iteration 0F: 2 clusters Score -290344.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -287544.625000 Penalty: 3844.304932
	Iteration 0F: 3 clusters Score -287544.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -288050.687500 Penalty: 3844.304932
	Iteration 1F: 3 clusters Score -288050.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -288187.875000 Penalty: 3844.304932
	Iteration 2F: 3 clusters Score -288187.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -288280.437500 Penalty: 3844.304932
	Iteration 3Q: 3 clusters Score -288280.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -288350.625000 Penalty: 3844.304932
	Iteration 4Q: 3 clusters Score -288350.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -288389.312500 Penalty: 3844.304932
	Iteration 5Q: 3 clusters Score -288389.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -288414.531250 Penalty: 3844.304932
	Iteration 6Q: 3 clusters Score -288414.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -288424.156250 Penalty: 3844.304932
	Iteration 7Q: 3 clusters Score -288424.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -288436.093750 Penalty: 3844.304932
	Iteration 8Q: 3 clusters Score -288436.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -288446.406250 Penalty: 3844.304932
	Iteration 9Q: 3 clusters Score -288446.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -288451.781250 Penalty: 3844.304932
	Iteration 10Q: 3 clusters Score -288451.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -288458.218750 Penalty: 3844.304932
	Iteration 11Q: 3 clusters Score -288458.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -288463.562500 Penalty: 3844.304932
	Iteration 12Q: 3 clusters Score -288463.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -288468.437500 Penalty: 3844.304932
	Iteration 13Q: 3 clusters Score -288468.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -288473.937500 Penalty: 3844.304932
	Iteration 14Q: 3 clusters Score -288473.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -288477.500000 Penalty: 3844.304932
	Iteration 15Q: 3 clusters Score -288477.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -288482.812500 Penalty: 3844.304932
	Iteration 16Q: 3 clusters Score -288482.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -288487.218750 Penalty: 3844.304932
	Iteration 17Q: 3 clusters Score -288487.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -288491.562500 Penalty: 3844.304932
	Iteration 18Q: 3 clusters Score -288491.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -288492.343750 Penalty: 3844.304932
	Iteration 19Q: 3 clusters Score -288492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -288493.625000 Penalty: 3844.304932
	Iteration 20F: 3 clusters Score -288493.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -288495.562500 Penalty: 3844.304932
	Iteration 21Q: 3 clusters Score -288495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -288496.500000 Penalty: 3844.304932
	Iteration 22Q: 3 clusters Score -288496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -288497.531250 Penalty: 3844.304932
	Iteration 23Q: 3 clusters Score -288497.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -288499.375000 Penalty: 3844.304932
	Iteration 24Q: 3 clusters Score -288499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -288502.000000 Penalty: 3844.304932
	Iteration 25Q: 3 clusters Score -288502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -288502.625000 Penalty: 3844.304932
	Iteration 26Q: 3 clusters Score -288502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -288503.375000 Penalty: 3844.304932
	Iteration 27Q: 3 clusters Score -288503.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -288504.875000 Penalty: 3844.304932
	Iteration 28Q: 3 clusters Score -288504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -288507.843750 Penalty: 3844.304932
	Iteration 29Q: 3 clusters Score -288507.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -288514.093750 Penalty: 3844.304932
	Iteration 30Q: 3 clusters Score -288514.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -288520.718750 Penalty: 3844.304932
	Iteration 31Q: 3 clusters Score -288520.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -288527.562500 Penalty: 3844.304932
	Iteration 32Q: 3 clusters Score -288527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -288529.812500 Penalty: 3844.304932
	Iteration 33Q: 3 clusters Score -288529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -288532.343750 Penalty: 3844.304932
	Iteration 34Q: 3 clusters Score -288532.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -288536.156250 Penalty: 3844.304932
	Iteration 35Q: 3 clusters Score -288536.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -288539.375000 Penalty: 3844.304932
	Iteration 36Q: 3 clusters Score -288539.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -288542.718750 Penalty: 3844.304932
	Iteration 37Q: 3 clusters Score -288542.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -288545.468750 Penalty: 3844.304932
	Iteration 38Q: 3 clusters Score -288545.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -288547.187500 Penalty: 3844.304932
	Iteration 39Q: 3 clusters Score -288547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -288549.250000 Penalty: 3844.304932
	Iteration 40F: 3 clusters Score -288549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -288551.187500 Penalty: 3844.304932
	Iteration 41Q: 3 clusters Score -288551.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -288554.406250 Penalty: 3844.304932
	Iteration 42Q: 3 clusters Score -288554.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -288557.343750 Penalty: 3844.304932
	Iteration 43Q: 3 clusters Score -288557.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -288560.031250 Penalty: 3844.304932
	Iteration 44Q: 3 clusters Score -288560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -288560.781250 Penalty: 3844.304932
	Iteration 45Q: 3 clusters Score -288560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -288561.531250 Penalty: 3844.304932
	Iteration 46Q: 3 clusters Score -288561.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -288563.062500 Penalty: 3844.304932
	Iteration 47Q: 3 clusters Score -288563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -288563.187500 Penalty: 3844.304932
	Iteration 48Q: 3 clusters Score -288563.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -288563.187500 Penalty: 3844.304932
	Iteration 49F: 3 clusters Score -288563.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -225289.703125 Penalty: 1860.679077
	Iteration 0F: 2 clusters Score -225289.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -222799.937500 Penalty: 3721.358154
	Iteration 0F: 3 clusters Score -222799.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -223277.906250 Penalty: 3721.358154
	Iteration 1F: 3 clusters Score -223277.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -223391.062500 Penalty: 3721.358154
	Iteration 2F: 3 clusters Score -223391.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -223435.421875 Penalty: 3721.358154
	Iteration 3Q: 3 clusters Score -223435.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -223464.062500 Penalty: 3721.358154
	Iteration 4Q: 3 clusters Score -223464.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -223478.515625 Penalty: 3721.358154
	Iteration 5Q: 3 clusters Score -223478.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -223492.859375 Penalty: 3721.358154
	Iteration 6Q: 3 clusters Score -223492.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -223500.750000 Penalty: 3721.358154
	Iteration 7Q: 3 clusters Score -223500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -223502.125000 Penalty: 3721.358154
	Iteration 8Q: 3 clusters Score -223502.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -223502.125000 Penalty: 3721.358154
	Iteration 9F: 3 clusters Score -223502.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (87548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87548 members 
Entering Unmasked Estep 
Score: -11264556.000000 Penalty: 2822.225830
	Iteration 0F: 2 clusters Score -1.126456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -11205912.000000 Penalty: 5644.451660
	Iteration 0F: 3 clusters Score -1.120591e+07 nChanged 41325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -11229593.000000 Penalty: 5644.451660
	Iteration 1F: 3 clusters Score -1.122959e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -11230419.000000 Penalty: 5644.451660
	Iteration 2Q: 3 clusters Score -1.123042e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -11231455.000000 Penalty: 5644.451660
	Iteration 3Q: 3 clusters Score -1.123146e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -11232822.000000 Penalty: 5644.451660
	Iteration 4Q: 3 clusters Score -1.123282e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -11234688.000000 Penalty: 5644.451660
	Iteration 5Q: 3 clusters Score -1.123469e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -11237188.000000 Penalty: 5644.451660
	Iteration 6F: 3 clusters Score -1.123719e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -11240400.000000 Penalty: 5644.451660
	Iteration 7F: 3 clusters Score -1.12404e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -11244405.000000 Penalty: 5644.451660
	Iteration 8F: 3 clusters Score -1.12444e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -11248533.000000 Penalty: 5644.451660
	Iteration 9F: 3 clusters Score -1.124853e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -11251507.000000 Penalty: 5644.451660
	Iteration 10F: 3 clusters Score -1.125151e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -11252886.000000 Penalty: 5644.451660
	Iteration 11Q: 3 clusters Score -1.125289e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -11253507.000000 Penalty: 5644.451660
	Iteration 12Q: 3 clusters Score -1.125351e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -11253699.000000 Penalty: 5644.451660
	Iteration 13Q: 3 clusters Score -1.12537e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -11253870.000000 Penalty: 5644.451660
	Iteration 14Q: 3 clusters Score -1.125387e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -11253958.000000 Penalty: 5644.451660
	Iteration 15Q: 3 clusters Score -1.125396e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -11254025.000000 Penalty: 5644.451660
	Iteration 16Q: 3 clusters Score -1.125402e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -11254028.000000 Penalty: 5644.451660
	Iteration 17Q: 3 clusters Score -1.125403e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -11254063.000000 Penalty: 5644.451660
	Iteration 18Q: 3 clusters Score -1.125406e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -11254113.000000 Penalty: 5644.451660
	Iteration 19Q: 3 clusters Score -1.125411e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -11254142.000000 Penalty: 5644.451660
	Iteration 20F: 3 clusters Score -1.125414e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -11254209.000000 Penalty: 5644.451660
	Iteration 21Q: 3 clusters Score -1.125421e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -11254277.000000 Penalty: 5644.451660
	Iteration 22Q: 3 clusters Score -1.125428e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -11254332.000000 Penalty: 5644.451660
	Iteration 23Q: 3 clusters Score -1.125433e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -11254380.000000 Penalty: 5644.451660
	Iteration 24Q: 3 clusters Score -1.125438e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -11254486.000000 Penalty: 5644.451660
	Iteration 25Q: 3 clusters Score -1.125449e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -11254520.000000 Penalty: 5644.451660
	Iteration 26Q: 3 clusters Score -1.125452e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -11254538.000000 Penalty: 5644.451660
	Iteration 27Q: 3 clusters Score -1.125454e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -11254563.000000 Penalty: 5644.451660
	Iteration 28Q: 3 clusters Score -1.125456e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -11254600.000000 Penalty: 5644.451660
	Iteration 29Q: 3 clusters Score -1.12546e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -11254617.000000 Penalty: 5644.451660
	Iteration 30Q: 3 clusters Score -1.125462e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -11254689.000000 Penalty: 5644.451660
	Iteration 31Q: 3 clusters Score -1.125469e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -11254700.000000 Penalty: 5644.451660
	Iteration 32Q: 3 clusters Score -1.12547e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -11254744.000000 Penalty: 5644.451660
	Iteration 33Q: 3 clusters Score -1.125474e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -11254815.000000 Penalty: 5644.451660
	Iteration 34Q: 3 clusters Score -1.125482e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -11254875.000000 Penalty: 5644.451660
	Iteration 35Q: 3 clusters Score -1.125488e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -11254911.000000 Penalty: 5644.451660
	Iteration 36Q: 3 clusters Score -1.125491e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -11254974.000000 Penalty: 5644.451660
	Iteration 37Q: 3 clusters Score -1.125497e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -11255059.000000 Penalty: 5644.451660
	Iteration 38Q: 3 clusters Score -1.125506e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -11255141.000000 Penalty: 5644.451660
	Iteration 39Q: 3 clusters Score -1.125514e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -11255282.000000 Penalty: 5644.451660
	Iteration 40F: 3 clusters Score -1.125528e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56063 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -11255363.000000 Penalty: 5644.451660
	Iteration 41Q: 3 clusters Score -1.125536e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -11255466.000000 Penalty: 5644.451660
	Iteration 42Q: 3 clusters Score -1.125547e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57363 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -11255559.000000 Penalty: 5644.451660
	Iteration 43Q: 3 clusters Score -1.125556e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -11255642.000000 Penalty: 5644.451660
	Iteration 44Q: 3 clusters Score -1.125564e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -11255732.000000 Penalty: 5644.451660
	Iteration 45Q: 3 clusters Score -1.125573e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -11255840.000000 Penalty: 5644.451660
	Iteration 46Q: 3 clusters Score -1.125584e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -11255953.000000 Penalty: 5644.451660
	Iteration 47Q: 3 clusters Score -1.125595e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -11256094.000000 Penalty: 5644.451660
	Iteration 48Q: 3 clusters Score -1.125609e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -11256253.000000 Penalty: 5644.451660
	Iteration 49Q: 3 clusters Score -1.125625e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -11256323.000000 Penalty: 5644.451660
	Iteration 50Q: 3 clusters Score -1.125632e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -11256510.000000 Penalty: 5644.451660
	Iteration 51Q: 3 clusters Score -1.125651e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -11256649.000000 Penalty: 5644.451660
	Iteration 52Q: 3 clusters Score -1.125665e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -11256792.000000 Penalty: 5644.451660
	Iteration 53Q: 3 clusters Score -1.125679e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65338 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -11256971.000000 Penalty: 5644.451660
	Iteration 54Q: 3 clusters Score -1.125697e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -11257104.000000 Penalty: 5644.451660
	Iteration 55Q: 3 clusters Score -1.12571e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66925 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -11257294.000000 Penalty: 5644.451660
	Iteration 56Q: 3 clusters Score -1.125729e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67759 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -11257506.000000 Penalty: 5644.451660
	Iteration 57Q: 3 clusters Score -1.125751e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -11257656.000000 Penalty: 5644.451660
	Iteration 58Q: 3 clusters Score -1.125766e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -11257867.000000 Penalty: 5644.451660
	Iteration 59Q: 3 clusters Score -1.125787e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -11258037.000000 Penalty: 5644.451660
	Iteration 60F: 3 clusters Score -1.125804e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71125 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -11258286.000000 Penalty: 5644.451660
	Iteration 61Q: 3 clusters Score -1.125829e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -11258463.000000 Penalty: 5644.451660
	Iteration 62Q: 3 clusters Score -1.125846e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -11258667.000000 Penalty: 5644.451660
	Iteration 63Q: 3 clusters Score -1.125867e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -11258869.000000 Penalty: 5644.451660
	Iteration 64Q: 3 clusters Score -1.125887e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74471 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -11259077.000000 Penalty: 5644.451660
	Iteration 65Q: 3 clusters Score -1.125908e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75313 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -11259301.000000 Penalty: 5644.451660
	Iteration 66Q: 3 clusters Score -1.12593e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -11259582.000000 Penalty: 5644.451660
	Iteration 67Q: 3 clusters Score -1.125958e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -11259811.000000 Penalty: 5644.451660
	Iteration 68Q: 3 clusters Score -1.125981e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77655 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -11260013.000000 Penalty: 5644.451660
	Iteration 69Q: 3 clusters Score -1.126001e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78363 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -11260246.000000 Penalty: 5644.451660
	Iteration 70Q: 3 clusters Score -1.126025e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79047 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -11260507.000000 Penalty: 5644.451660
	Iteration 71Q: 3 clusters Score -1.126051e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -11260750.000000 Penalty: 5644.451660
	Iteration 72Q: 3 clusters Score -1.126075e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -11260951.000000 Penalty: 5644.451660
	Iteration 73Q: 3 clusters Score -1.126095e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80792 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -11261081.000000 Penalty: 5644.451660
	Iteration 74Q: 3 clusters Score -1.126108e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81263 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -11261214.000000 Penalty: 5644.451660
	Iteration 75Q: 3 clusters Score -1.126121e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81715 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -11261350.000000 Penalty: 5644.451660
	Iteration 76Q: 3 clusters Score -1.126135e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82113 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -11261513.000000 Penalty: 5644.451660
	Iteration 77Q: 3 clusters Score -1.126151e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82447 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -11261641.000000 Penalty: 5644.451660
	Iteration 78Q: 3 clusters Score -1.126164e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82755 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -11261720.000000 Penalty: 5644.451660
	Iteration 79Q: 3 clusters Score -1.126172e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -11261765.000000 Penalty: 5644.451660
	Iteration 80F: 3 clusters Score -1.126176e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -11261840.000000 Penalty: 5644.451660
	Iteration 81Q: 3 clusters Score -1.126184e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83513 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -11261873.000000 Penalty: 5644.451660
	Iteration 82Q: 3 clusters Score -1.126187e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83747 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -11261956.000000 Penalty: 5644.451660
	Iteration 83Q: 3 clusters Score -1.126196e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -11262035.000000 Penalty: 5644.451660
	Iteration 84Q: 3 clusters Score -1.126204e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84129 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -11262078.000000 Penalty: 5644.451660
	Iteration 85Q: 3 clusters Score -1.126208e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -11262105.000000 Penalty: 5644.451660
	Iteration 86Q: 3 clusters Score -1.12621e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84479 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -11262152.000000 Penalty: 5644.451660
	Iteration 87Q: 3 clusters Score -1.126215e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84629 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -11262156.000000 Penalty: 5644.451660
	Iteration 88Q: 3 clusters Score -1.126216e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84750 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -11262218.000000 Penalty: 5644.451660
	Iteration 89Q: 3 clusters Score -1.126222e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84860 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -11262266.000000 Penalty: 5644.451660
	Iteration 90Q: 3 clusters Score -1.126227e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84965 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -11262261.000000 Penalty: 5644.451660
	Iteration 91Q: 3 clusters Score -1.126226e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85054 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -11262312.000000 Penalty: 5644.451660
	Iteration 92Q: 3 clusters Score -1.126231e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85122 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -11262331.000000 Penalty: 5644.451660
	Iteration 93Q: 3 clusters Score -1.126233e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -11262332.000000 Penalty: 5644.451660
	Iteration 94Q: 3 clusters Score -1.126233e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85264 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -11262330.000000 Penalty: 5644.451660
	Iteration 95Q: 3 clusters Score -1.126233e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85310 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -11262317.000000 Penalty: 5644.451660
	Iteration 96Q: 3 clusters Score -1.126232e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85358 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -11262334.000000 Penalty: 5644.451660
	Iteration 97Q: 3 clusters Score -1.126233e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85392 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -11262338.000000 Penalty: 5644.451660
	Iteration 98Q: 3 clusters Score -1.126234e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85416 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -11262347.000000 Penalty: 5644.451660
	Iteration 99Q: 3 clusters Score -1.126235e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85442 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -11262371.000000 Penalty: 5644.451660
	Iteration 100F: 3 clusters Score -1.126237e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85465 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -11262359.000000 Penalty: 5644.451660
	Iteration 101Q: 3 clusters Score -1.126236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85480 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11262370.000000 Penalty: 5644.451660
	Iteration 102Q: 3 clusters Score -1.126237e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85492 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -11262372.000000 Penalty: 5644.451660
	Iteration 103Q: 3 clusters Score -1.126237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85499 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -11262366.000000 Penalty: 5644.451660
	Iteration 104Q: 3 clusters Score -1.126237e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -11262371.000000 Penalty: 5644.451660
	Iteration 105Q: 3 clusters Score -1.126237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -11262370.000000 Penalty: 5644.451660
	Iteration 106Q: 3 clusters Score -1.126237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85550 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -11262356.000000 Penalty: 5644.451660
	Iteration 107Q: 3 clusters Score -1.126236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85570 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -11262362.000000 Penalty: 5644.451660
	Iteration 108Q: 3 clusters Score -1.126236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -11262344.000000 Penalty: 5644.451660
	Iteration 109Q: 3 clusters Score -1.126234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -11262353.000000 Penalty: 5644.451660
	Iteration 110Q: 3 clusters Score -1.126235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85604 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -11262362.000000 Penalty: 5644.451660
	Iteration 111Q: 3 clusters Score -1.126236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -11262373.000000 Penalty: 5644.451660
	Iteration 112Q: 3 clusters Score -1.126237e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85639 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -11262364.000000 Penalty: 5644.451660
	Iteration 113Q: 3 clusters Score -1.126236e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85662 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -11262366.000000 Penalty: 5644.451660
	Iteration 114Q: 3 clusters Score -1.126237e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85678 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -11262362.000000 Penalty: 5644.451660
	Iteration 115Q: 3 clusters Score -1.126236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85691 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -11262364.000000 Penalty: 5644.451660
	Iteration 116Q: 3 clusters Score -1.126236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85706 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -11262373.000000 Penalty: 5644.451660
	Iteration 117Q: 3 clusters Score -1.126237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85717 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -11262389.000000 Penalty: 5644.451660
	Iteration 118Q: 3 clusters Score -1.126239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85724 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -11262381.000000 Penalty: 5644.451660
	Iteration 119Q: 3 clusters Score -1.126238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85734 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -11262383.000000 Penalty: 5644.451660
	Iteration 120F: 3 clusters Score -1.126238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85749 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -11262375.000000 Penalty: 5644.451660
	Iteration 121Q: 3 clusters Score -1.126238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -11262388.000000 Penalty: 5644.451660
	Iteration 122Q: 3 clusters Score -1.126239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85772 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -11262393.000000 Penalty: 5644.451660
	Iteration 123Q: 3 clusters Score -1.126239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -11262396.000000 Penalty: 5644.451660
	Iteration 124Q: 3 clusters Score -1.12624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85783 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -11262406.000000 Penalty: 5644.451660
	Iteration 125Q: 3 clusters Score -1.126241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -11262393.000000 Penalty: 5644.451660
	Iteration 126Q: 3 clusters Score -1.126239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85793 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -11262398.000000 Penalty: 5644.451660
	Iteration 127Q: 3 clusters Score -1.12624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -11262398.000000 Penalty: 5644.451660
	Iteration 128Q: 3 clusters Score -1.12624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85796 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -11262401.000000 Penalty: 5644.451660
	Iteration 129Q: 3 clusters Score -1.12624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85797 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -11262405.000000 Penalty: 5644.451660
	Iteration 130Q: 3 clusters Score -1.12624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -11262399.000000 Penalty: 5644.451660
	Iteration 131Q: 3 clusters Score -1.12624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -11262407.000000 Penalty: 5644.451660
	Iteration 132Q: 3 clusters Score -1.126241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -11262401.000000 Penalty: 5644.451660
	Iteration 133Q: 3 clusters Score -1.12624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -11262401.000000 Penalty: 5644.451660
	Iteration 134F: 3 clusters Score -1.12624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -59564.820312 Penalty: 1567.104126
	Iteration 0F: 2 clusters Score -59564.82 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 290 members 
Entering Unmasked Estep 
Score: -57969.828125 Penalty: 3134.208252
	Iteration 0F: 3 clusters Score -57969.83 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58265.675781 Penalty: 3134.208252
	Iteration 1F: 3 clusters Score -58265.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58379.632812 Penalty: 3134.208252
	Iteration 2F: 3 clusters Score -58379.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58582.281250 Penalty: 3134.208252
	Iteration 3Q: 3 clusters Score -58582.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -58763.542969 Penalty: 3134.208252
	Iteration 4Q: 3 clusters Score -58763.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58861.113281 Penalty: 3134.208252
	Iteration 5Q: 3 clusters Score -58861.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58968.519531 Penalty: 3134.208252
	Iteration 6Q: 3 clusters Score -58968.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59052.582031 Penalty: 3134.208252
	Iteration 7Q: 3 clusters Score -59052.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59146.664062 Penalty: 3134.208252
	Iteration 8Q: 3 clusters Score -59146.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59235.273438 Penalty: 3134.208252
	Iteration 9Q: 3 clusters Score -59235.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59333.554688 Penalty: 3134.208252
	Iteration 10Q: 3 clusters Score -59333.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59402.917969 Penalty: 3134.208252
	Iteration 11Q: 3 clusters Score -59402.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -59411.140625 Penalty: 3134.208252
	Iteration 12Q: 3 clusters Score -59411.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59418.984375 Penalty: 3134.208252
	Iteration 13Q: 3 clusters Score -59418.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -59420.679688 Penalty: 3134.208252
	Iteration 14Q: 3 clusters Score -59420.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -59420.679688 Penalty: 3134.208252
	Iteration 15F: 3 clusters Score -59420.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -45206.082031 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -45206.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43755.796875 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -43755.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44007.851562 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -44007.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44164.253906 Penalty: 3052.809570
	Iteration 2F: 3 clusters Score -44164.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44318.910156 Penalty: 3052.809570
	Iteration 3F: 3 clusters Score -44318.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44433.699219 Penalty: 3052.809570
	Iteration 4Q: 3 clusters Score -44433.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44526.351562 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -44526.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44586.601562 Penalty: 3052.809570
	Iteration 6Q: 3 clusters Score -44586.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44649.312500 Penalty: 3052.809570
	Iteration 7Q: 3 clusters Score -44649.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44746.894531 Penalty: 3052.809570
	Iteration 8Q: 3 clusters Score -44746.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44890.335938 Penalty: 3052.809570
	Iteration 9Q: 3 clusters Score -44890.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45075.847656 Penalty: 3052.809570
	Iteration 10Q: 3 clusters Score -45075.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45151.074219 Penalty: 3052.809570
	Iteration 11Q: 3 clusters Score -45151.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45174.609375 Penalty: 3052.809570
	Iteration 12Q: 3 clusters Score -45174.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45214.972656 Penalty: 3052.809570
	Iteration 13Q: 3 clusters Score -45214.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45216.503906 Penalty: 3052.809570
	Iteration 14F: 3 clusters Score -45216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45229.449219 Penalty: 3052.809570
	Iteration 15Q: 3 clusters Score -45229.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45232.058594 Penalty: 3052.809570
	Iteration 16Q: 3 clusters Score -45232.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45232.058594 Penalty: 3052.809570
	Iteration 17F: 3 clusters Score -45232.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 157524 members 
Mstep: Class 3 contains 188492 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 153625 members 
Mstep: Class 8 contains 79987 members 
Mstep: Class 9 contains 152119 members 
Mstep: Class 10 contains 82032 members 
Mstep: Class 11 contains 87834 members 
Mstep: Class 12 contains 166373 members 
Mstep: Class 13 contains 77524 members 
Mstep: Class 14 contains 29358 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7762 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87548 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 222 members 
Mstep: Class 23 contains 470 members 
Mstep: Class 24 contains 311 members 
Mstep: Class 25 contains 249 members 
Entering Unmasked Estep 
Score: -161335248.000000 Penalty: 87239.546875
Splitting cluster 22 changes total score from -161336944.000000 to -161335248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -51458.261719 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -51458.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49954.406250 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -49954.41 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50215.902344 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -50215.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50358.738281 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -50358.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50449.828125 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -50449.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50530.046875 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -50530.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50592.585938 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -50592.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50645.937500 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -50645.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50666.000000 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -50666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50679.683594 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -50679.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50693.554688 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -50693.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50696.476562 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -50696.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50699.351562 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -50699.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50699.351562 Penalty: 3051.755371
	Iteration 12F: 3 clusters Score -50699.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 157524 members 
Mstep: Class 3 contains 188492 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 153625 members 
Mstep: Class 8 contains 79987 members 
Mstep: Class 9 contains 152119 members 
Mstep: Class 10 contains 82032 members 
Mstep: Class 11 contains 87834 members 
Mstep: Class 12 contains 166373 members 
Mstep: Class 13 contains 77524 members 
Mstep: Class 14 contains 29358 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7762 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87548 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337248.000000 Penalty: 83749.968750
Iteration 239Q: 25 clusters Score -1.613372e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157522 members 
Mstep: Class 3 contains 188493 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 10837 members 
Mstep: Class 7 contains 153647 members 
Mstep: Class 8 contains 79979 members 
Mstep: Class 9 contains 152115 members 
Mstep: Class 10 contains 82032 members 
Mstep: Class 11 contains 87833 members 
Mstep: Class 12 contains 166370 members 
Mstep: Class 13 contains 77518 members 
Mstep: Class 14 contains 29362 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7763 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87545 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 472 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337312.000000 Penalty: 83749.968750
Iteration 240F: 25 clusters Score -1.613373e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157525 members 
Mstep: Class 3 contains 188489 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10836 members 
Mstep: Class 7 contains 153656 members 
Mstep: Class 8 contains 79977 members 
Mstep: Class 9 contains 152110 members 
Mstep: Class 10 contains 82036 members 
Mstep: Class 11 contains 87832 members 
Mstep: Class 12 contains 166372 members 
Mstep: Class 13 contains 77514 members 
Mstep: Class 14 contains 29364 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7764 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87541 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 468 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337312.000000 Penalty: 83749.968750
Iteration 241Q: 25 clusters Score -1.613373e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157535 members 
Mstep: Class 3 contains 188478 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10836 members 
Mstep: Class 7 contains 153656 members 
Mstep: Class 8 contains 79979 members 
Mstep: Class 9 contains 152110 members 
Mstep: Class 10 contains 82034 members 
Mstep: Class 11 contains 87826 members 
Mstep: Class 12 contains 166380 members 
Mstep: Class 13 contains 77515 members 
Mstep: Class 14 contains 29367 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7764 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87536 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 467 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337104.000000 Penalty: 83749.968750
Iteration 242Q: 25 clusters Score -1.613371e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157537 members 
Mstep: Class 3 contains 188481 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10836 members 
Mstep: Class 7 contains 153658 members 
Mstep: Class 8 contains 79975 members 
Mstep: Class 9 contains 152110 members 
Mstep: Class 10 contains 82033 members 
Mstep: Class 11 contains 87820 members 
Mstep: Class 12 contains 166387 members 
Mstep: Class 13 contains 77512 members 
Mstep: Class 14 contains 29370 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7764 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87533 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337136.000000 Penalty: 83749.968750
Iteration 243Q: 25 clusters Score -1.613371e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157538 members 
Mstep: Class 3 contains 188482 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10835 members 
Mstep: Class 7 contains 153655 members 
Mstep: Class 8 contains 79977 members 
Mstep: Class 9 contains 152109 members 
Mstep: Class 10 contains 82032 members 
Mstep: Class 11 contains 87814 members 
Mstep: Class 12 contains 166395 members 
Mstep: Class 13 contains 77511 members 
Mstep: Class 14 contains 29372 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7764 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87532 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337104.000000 Penalty: 83749.968750
Iteration 244Q: 25 clusters Score -1.613371e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157535 members 
Mstep: Class 3 contains 188489 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10834 members 
Mstep: Class 7 contains 153656 members 
Mstep: Class 8 contains 79975 members 
Mstep: Class 9 contains 152111 members 
Mstep: Class 10 contains 82028 members 
Mstep: Class 11 contains 87811 members 
Mstep: Class 12 contains 166404 members 
Mstep: Class 13 contains 77507 members 
Mstep: Class 14 contains 29373 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7764 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87529 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337136.000000 Penalty: 83749.968750
Iteration 245Q: 25 clusters Score -1.613371e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157543 members 
Mstep: Class 3 contains 188494 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10833 members 
Mstep: Class 7 contains 153647 members 
Mstep: Class 8 contains 79972 members 
Mstep: Class 9 contains 152115 members 
Mstep: Class 10 contains 82028 members 
Mstep: Class 11 contains 87813 members 
Mstep: Class 12 contains 166402 members 
Mstep: Class 13 contains 77505 members 
Mstep: Class 14 contains 29373 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7764 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87527 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337072.000000 Penalty: 83749.968750
Iteration 246Q: 25 clusters Score -1.613371e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157544 members 
Mstep: Class 3 contains 188499 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10830 members 
Mstep: Class 7 contains 153659 members 
Mstep: Class 8 contains 79967 members 
Mstep: Class 9 contains 152121 members 
Mstep: Class 10 contains 82028 members 
Mstep: Class 11 contains 87808 members 
Mstep: Class 12 contains 166388 members 
Mstep: Class 13 contains 77505 members 
Mstep: Class 14 contains 29374 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7765 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 87528 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337056.000000 Penalty: 83749.968750
Iteration 247Q: 25 clusters Score -1.613371e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157550 members 
Mstep: Class 3 contains 188516 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10827 members 
Mstep: Class 7 contains 153657 members 
Mstep: Class 8 contains 79967 members 
Mstep: Class 9 contains 152116 members 
Mstep: Class 10 contains 82028 members 
Mstep: Class 11 contains 87808 members 
Mstep: Class 12 contains 166381 members 
Mstep: Class 13 contains 77504 members 
Mstep: Class 14 contains 29370 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7766 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87527 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336976.000000 Penalty: 83749.968750
Iteration 248Q: 25 clusters Score -1.61337e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157553 members 
Mstep: Class 3 contains 188536 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10824 members 
Mstep: Class 7 contains 153652 members 
Mstep: Class 8 contains 79964 members 
Mstep: Class 9 contains 152116 members 
Mstep: Class 10 contains 82028 members 
Mstep: Class 11 contains 87804 members 
Mstep: Class 12 contains 166374 members 
Mstep: Class 13 contains 77506 members 
Mstep: Class 14 contains 29367 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7766 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87527 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337040.000000 Penalty: 83749.968750
Iteration 249Q: 25 clusters Score -1.61337e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157559 members 
Mstep: Class 3 contains 188543 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10821 members 
Mstep: Class 7 contains 153647 members 
Mstep: Class 8 contains 79960 members 
Mstep: Class 9 contains 152114 members 
Mstep: Class 10 contains 82028 members 
Mstep: Class 11 contains 87806 members 
Mstep: Class 12 contains 166380 members 
Mstep: Class 13 contains 77505 members 
Mstep: Class 14 contains 29366 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7765 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87523 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336976.000000 Penalty: 83749.968750
Iteration 250Q: 25 clusters Score -1.61337e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157561 members 
Mstep: Class 3 contains 188552 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10820 members 
Mstep: Class 7 contains 153648 members 
Mstep: Class 8 contains 79959 members 
Mstep: Class 9 contains 152116 members 
Mstep: Class 10 contains 82027 members 
Mstep: Class 11 contains 87806 members 
Mstep: Class 12 contains 166381 members 
Mstep: Class 13 contains 77499 members 
Mstep: Class 14 contains 29365 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7765 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87518 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337024.000000 Penalty: 83749.968750
Iteration 251Q: 25 clusters Score -1.61337e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157557 members 
Mstep: Class 3 contains 188563 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10819 members 
Mstep: Class 7 contains 153645 members 
Mstep: Class 8 contains 79956 members 
Mstep: Class 9 contains 152114 members 
Mstep: Class 10 contains 82030 members 
Mstep: Class 11 contains 87812 members 
Mstep: Class 12 contains 166378 members 
Mstep: Class 13 contains 77501 members 
Mstep: Class 14 contains 29366 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 7765 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87511 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336976.000000 Penalty: 83749.968750
Iteration 252Q: 25 clusters Score -1.61337e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157557 members 
Mstep: Class 3 contains 188560 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10818 members 
Mstep: Class 7 contains 153648 members 
Mstep: Class 8 contains 79958 members 
Mstep: Class 9 contains 152108 members 
Mstep: Class 10 contains 82033 members 
Mstep: Class 11 contains 87816 members 
Mstep: Class 12 contains 166381 members 
Mstep: Class 13 contains 77503 members 
Mstep: Class 14 contains 29368 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 7766 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87502 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337040.000000 Penalty: 83749.968750
Iteration 253Q: 25 clusters Score -1.61337e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157559 members 
Mstep: Class 3 contains 188569 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10818 members 
Mstep: Class 7 contains 153652 members 
Mstep: Class 8 contains 79959 members 
Mstep: Class 9 contains 152101 members 
Mstep: Class 10 contains 82033 members 
Mstep: Class 11 contains 87815 members 
Mstep: Class 12 contains 166380 members 
Mstep: Class 13 contains 77502 members 
Mstep: Class 14 contains 29369 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 7764 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87497 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337040.000000 Penalty: 83749.968750
Iteration 254Q: 25 clusters Score -1.61337e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157558 members 
Mstep: Class 3 contains 188578 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10819 members 
Mstep: Class 7 contains 153655 members 
Mstep: Class 8 contains 79957 members 
Mstep: Class 9 contains 152101 members 
Mstep: Class 10 contains 82030 members 
Mstep: Class 11 contains 87812 members 
Mstep: Class 12 contains 166379 members 
Mstep: Class 13 contains 77503 members 
Mstep: Class 14 contains 29371 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7762 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87495 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337040.000000 Penalty: 83749.968750
Iteration 255Q: 25 clusters Score -1.61337e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157554 members 
Mstep: Class 3 contains 188594 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10819 members 
Mstep: Class 7 contains 153663 members 
Mstep: Class 8 contains 79951 members 
Mstep: Class 9 contains 152100 members 
Mstep: Class 10 contains 82031 members 
Mstep: Class 11 contains 87812 members 
Mstep: Class 12 contains 166369 members 
Mstep: Class 13 contains 77502 members 
Mstep: Class 14 contains 29375 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7760 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87489 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337104.000000 Penalty: 83749.968750
Iteration 256Q: 25 clusters Score -1.613371e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157558 members 
Mstep: Class 3 contains 188597 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10820 members 
Mstep: Class 7 contains 153664 members 
Mstep: Class 8 contains 79949 members 
Mstep: Class 9 contains 152099 members 
Mstep: Class 10 contains 82030 members 
Mstep: Class 11 contains 87812 members 
Mstep: Class 12 contains 166362 members 
Mstep: Class 13 contains 77513 members 
Mstep: Class 14 contains 29373 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7759 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87483 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337088.000000 Penalty: 83749.968750
Iteration 257Q: 25 clusters Score -1.613371e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157563 members 
Mstep: Class 3 contains 188603 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10819 members 
Mstep: Class 7 contains 153667 members 
Mstep: Class 8 contains 79948 members 
Mstep: Class 9 contains 152106 members 
Mstep: Class 10 contains 82033 members 
Mstep: Class 11 contains 87810 members 
Mstep: Class 12 contains 166345 members 
Mstep: Class 13 contains 77515 members 
Mstep: Class 14 contains 29373 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87479 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336992.000000 Penalty: 83749.968750
Iteration 258Q: 25 clusters Score -1.61337e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157568 members 
Mstep: Class 3 contains 188610 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10818 members 
Mstep: Class 7 contains 153668 members 
Mstep: Class 8 contains 79945 members 
Mstep: Class 9 contains 152115 members 
Mstep: Class 10 contains 82033 members 
Mstep: Class 11 contains 87815 members 
Mstep: Class 12 contains 166336 members 
Mstep: Class 13 contains 77515 members 
Mstep: Class 14 contains 29371 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 16 contains 7753 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87471 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337072.000000 Penalty: 83749.968750
Iteration 259Q: 25 clusters Score -1.613371e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157568 members 
Mstep: Class 3 contains 188615 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10818 members 
Mstep: Class 7 contains 153669 members 
Mstep: Class 8 contains 79945 members 
Mstep: Class 9 contains 152123 members 
Mstep: Class 10 contains 82033 members 
Mstep: Class 11 contains 87811 members 
Mstep: Class 12 contains 166329 members 
Mstep: Class 13 contains 77519 members 
Mstep: Class 14 contains 29370 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7753 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87466 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337056.000000 Penalty: 83749.968750
Iteration 260F: 25 clusters Score -1.613371e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157569 members 
Mstep: Class 3 contains 188622 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10817 members 
Mstep: Class 7 contains 153680 members 
Mstep: Class 8 contains 79940 members 
Mstep: Class 9 contains 152126 members 
Mstep: Class 10 contains 82034 members 
Mstep: Class 11 contains 87811 members 
Mstep: Class 12 contains 166310 members 
Mstep: Class 13 contains 77521 members 
Mstep: Class 14 contains 29370 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7754 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87465 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337008.000000 Penalty: 83749.968750
Iteration 261Q: 25 clusters Score -1.61337e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157575 members 
Mstep: Class 3 contains 188632 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10816 members 
Mstep: Class 7 contains 153680 members 
Mstep: Class 8 contains 79931 members 
Mstep: Class 9 contains 152131 members 
Mstep: Class 10 contains 82037 members 
Mstep: Class 11 contains 87812 members 
Mstep: Class 12 contains 166297 members 
Mstep: Class 13 contains 77522 members 
Mstep: Class 14 contains 29371 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7755 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87460 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337008.000000 Penalty: 83749.968750
Iteration 262Q: 25 clusters Score -1.61337e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157577 members 
Mstep: Class 3 contains 188643 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10813 members 
Mstep: Class 7 contains 153687 members 
Mstep: Class 8 contains 79925 members 
Mstep: Class 9 contains 152129 members 
Mstep: Class 10 contains 82038 members 
Mstep: Class 11 contains 87816 members 
Mstep: Class 12 contains 166283 members 
Mstep: Class 13 contains 77522 members 
Mstep: Class 14 contains 29374 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7756 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87456 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336960.000000 Penalty: 83749.968750
Iteration 263Q: 25 clusters Score -1.61337e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157581 members 
Mstep: Class 3 contains 188660 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10812 members 
Mstep: Class 7 contains 153700 members 
Mstep: Class 8 contains 79914 members 
Mstep: Class 9 contains 152132 members 
Mstep: Class 10 contains 82038 members 
Mstep: Class 11 contains 87813 members 
Mstep: Class 12 contains 166268 members 
Mstep: Class 13 contains 77524 members 
Mstep: Class 14 contains 29373 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87447 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336976.000000 Penalty: 83749.968750
Iteration 264Q: 25 clusters Score -1.61337e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157582 members 
Mstep: Class 3 contains 188668 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10811 members 
Mstep: Class 7 contains 153692 members 
Mstep: Class 8 contains 79908 members 
Mstep: Class 9 contains 152135 members 
Mstep: Class 10 contains 82041 members 
Mstep: Class 11 contains 87811 members 
Mstep: Class 12 contains 166268 members 
Mstep: Class 13 contains 77527 members 
Mstep: Class 14 contains 29375 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87444 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336944.000000 Penalty: 83749.968750
Iteration 265Q: 25 clusters Score -1.613369e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157586 members 
Mstep: Class 3 contains 188674 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 153685 members 
Mstep: Class 8 contains 79904 members 
Mstep: Class 9 contains 152132 members 
Mstep: Class 10 contains 82046 members 
Mstep: Class 11 contains 87806 members 
Mstep: Class 12 contains 166269 members 
Mstep: Class 13 contains 77527 members 
Mstep: Class 14 contains 29378 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87445 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336912.000000 Penalty: 83749.968750
Iteration 266Q: 25 clusters Score -1.613369e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157585 members 
Mstep: Class 3 contains 188679 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 153682 members 
Mstep: Class 8 contains 79905 members 
Mstep: Class 9 contains 152127 members 
Mstep: Class 10 contains 82048 members 
Mstep: Class 11 contains 87803 members 
Mstep: Class 12 contains 166272 members 
Mstep: Class 13 contains 77530 members 
Mstep: Class 14 contains 29382 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87439 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336944.000000 Penalty: 83749.968750
Iteration 267Q: 25 clusters Score -1.613369e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157592 members 
Mstep: Class 3 contains 188683 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 153671 members 
Mstep: Class 8 contains 79903 members 
Mstep: Class 9 contains 152124 members 
Mstep: Class 10 contains 82046 members 
Mstep: Class 11 contains 87803 members 
Mstep: Class 12 contains 166280 members 
Mstep: Class 13 contains 77531 members 
Mstep: Class 14 contains 29382 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87437 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336960.000000 Penalty: 83749.968750
Iteration 268Q: 25 clusters Score -1.61337e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157591 members 
Mstep: Class 3 contains 188690 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 153666 members 
Mstep: Class 8 contains 79901 members 
Mstep: Class 9 contains 152123 members 
Mstep: Class 10 contains 82045 members 
Mstep: Class 11 contains 87803 members 
Mstep: Class 12 contains 166284 members 
Mstep: Class 13 contains 77532 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87434 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336912.000000 Penalty: 83749.968750
Iteration 269Q: 25 clusters Score -1.613369e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157592 members 
Mstep: Class 3 contains 188684 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 153668 members 
Mstep: Class 8 contains 79900 members 
Mstep: Class 9 contains 152122 members 
Mstep: Class 10 contains 82044 members 
Mstep: Class 11 contains 87805 members 
Mstep: Class 12 contains 166296 members 
Mstep: Class 13 contains 77534 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87424 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336912.000000 Penalty: 83749.968750
Iteration 270Q: 25 clusters Score -1.613369e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157592 members 
Mstep: Class 3 contains 188676 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 153677 members 
Mstep: Class 8 contains 79901 members 
Mstep: Class 9 contains 152120 members 
Mstep: Class 10 contains 82044 members 
Mstep: Class 11 contains 87809 members 
Mstep: Class 12 contains 166301 members 
Mstep: Class 13 contains 77532 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87417 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336864.000000 Penalty: 83749.968750
Iteration 271Q: 25 clusters Score -1.613369e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157595 members 
Mstep: Class 3 contains 188670 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 153676 members 
Mstep: Class 8 contains 79899 members 
Mstep: Class 9 contains 152123 members 
Mstep: Class 10 contains 82043 members 
Mstep: Class 11 contains 87814 members 
Mstep: Class 12 contains 166310 members 
Mstep: Class 13 contains 77530 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87409 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336800.000000 Penalty: 83749.968750
Iteration 272Q: 25 clusters Score -1.613368e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157594 members 
Mstep: Class 3 contains 188665 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 153682 members 
Mstep: Class 8 contains 79897 members 
Mstep: Class 9 contains 152114 members 
Mstep: Class 10 contains 82042 members 
Mstep: Class 11 contains 87816 members 
Mstep: Class 12 contains 166321 members 
Mstep: Class 13 contains 77533 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87405 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336976.000000 Penalty: 83749.968750
Iteration 273Q: 25 clusters Score -1.61337e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157598 members 
Mstep: Class 3 contains 188666 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 153686 members 
Mstep: Class 8 contains 79894 members 
Mstep: Class 9 contains 152113 members 
Mstep: Class 10 contains 82042 members 
Mstep: Class 11 contains 87814 members 
Mstep: Class 12 contains 166319 members 
Mstep: Class 13 contains 77537 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87401 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336880.000000 Penalty: 83749.968750
Iteration 274Q: 25 clusters Score -1.613369e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157601 members 
Mstep: Class 3 contains 188665 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 153686 members 
Mstep: Class 8 contains 79894 members 
Mstep: Class 9 contains 152112 members 
Mstep: Class 10 contains 82043 members 
Mstep: Class 11 contains 87812 members 
Mstep: Class 12 contains 166321 members 
Mstep: Class 13 contains 77536 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87399 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336944.000000 Penalty: 83749.968750
Iteration 275Q: 25 clusters Score -1.613369e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157603 members 
Mstep: Class 3 contains 188664 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 153693 members 
Mstep: Class 8 contains 79893 members 
Mstep: Class 9 contains 152113 members 
Mstep: Class 10 contains 82045 members 
Mstep: Class 11 contains 87815 members 
Mstep: Class 12 contains 166314 members 
Mstep: Class 13 contains 77532 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87397 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336976.000000 Penalty: 83749.968750
Iteration 276Q: 25 clusters Score -1.61337e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157604 members 
Mstep: Class 3 contains 188668 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 153688 members 
Mstep: Class 8 contains 79891 members 
Mstep: Class 9 contains 152110 members 
Mstep: Class 10 contains 82045 members 
Mstep: Class 11 contains 87818 members 
Mstep: Class 12 contains 166318 members 
Mstep: Class 13 contains 77532 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87396 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336976.000000 Penalty: 83749.968750
Iteration 277Q: 25 clusters Score -1.61337e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157605 members 
Mstep: Class 3 contains 188669 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 153684 members 
Mstep: Class 8 contains 79886 members 
Mstep: Class 9 contains 152113 members 
Mstep: Class 10 contains 82046 members 
Mstep: Class 11 contains 87819 members 
Mstep: Class 12 contains 166323 members 
Mstep: Class 13 contains 77532 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87392 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337024.000000 Penalty: 83749.968750
Iteration 278Q: 25 clusters Score -1.61337e+08 nChanged 22
Entering ConstructFrom: 
Score: -161337024.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -62121.195312 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -62121.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60519.265625 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -60519.27 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60802.730469 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -60802.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60941.871094 Penalty: 3172.877197
	Iteration 2F: 3 clusters Score -60941.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61040.156250 Penalty: 3172.877197
	Iteration 3Q: 3 clusters Score -61040.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61137.500000 Penalty: 3172.877197
	Iteration 4Q: 3 clusters Score -61137.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61183.746094 Penalty: 3172.877197
	Iteration 5Q: 3 clusters Score -61183.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61237.187500 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -61237.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61282.984375 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -61282.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61347.414062 Penalty: 3172.877197
	Iteration 8Q: 3 clusters Score -61347.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61469.257812 Penalty: 3172.877197
	Iteration 9Q: 3 clusters Score -61469.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -61573.070312 Penalty: 3172.877197
	Iteration 10Q: 3 clusters Score -61573.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -61591.441406 Penalty: 3172.877197
	Iteration 11Q: 3 clusters Score -61591.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61601.777344 Penalty: 3172.877197
	Iteration 12Q: 3 clusters Score -61601.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61605.617188 Penalty: 3172.877197
	Iteration 13Q: 3 clusters Score -61605.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61610.414062 Penalty: 3172.877197
	Iteration 14Q: 3 clusters Score -61610.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61616.312500 Penalty: 3172.877197
	Iteration 15Q: 3 clusters Score -61616.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61621.691406 Penalty: 3172.877197
	Iteration 16Q: 3 clusters Score -61621.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61621.691406 Penalty: 3172.877197
	Iteration 17F: 3 clusters Score -61621.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (157606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157606 members 
Entering Unmasked Estep 
Score: -20305814.000000 Penalty: 2968.027588
	Iteration 0F: 2 clusters Score -2.030581e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78580 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -20207976.000000 Penalty: 5936.055176
	Iteration 0F: 3 clusters Score -2.020798e+07 nChanged 75237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
Score: -20250986.000000 Penalty: 5936.055176
	Iteration 1F: 3 clusters Score -2.025099e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71397 members 
Mstep: Class 2 contains 86209 members 
Entering Unmasked Estep 
Score: -20252046.000000 Penalty: 5936.055176
	Iteration 2Q: 3 clusters Score -2.025205e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 90691 members 
Entering Unmasked Estep 
Score: -20253628.000000 Penalty: 5936.055176
	Iteration 3Q: 3 clusters Score -2.025363e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -20256192.000000 Penalty: 5936.055176
	Iteration 4Q: 3 clusters Score -2.025619e+07 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 106740 members 
Entering Unmasked Estep 
Score: -20261260.000000 Penalty: 5936.055176
	Iteration 5F: 3 clusters Score -2.026126e+07 nChanged 12434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 119064 members 
Entering Unmasked Estep 
Score: -20269792.000000 Penalty: 5936.055176
	Iteration 6F: 3 clusters Score -2.026979e+07 nChanged 13975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 132979 members 
Entering Unmasked Estep 
Score: -20281492.000000 Penalty: 5936.055176
	Iteration 7F: 3 clusters Score -2.028149e+07 nChanged 12162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 145127 members 
Entering Unmasked Estep 
Score: -20292806.000000 Penalty: 5936.055176
	Iteration 8F: 3 clusters Score -2.029281e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 152461 members 
Entering Unmasked Estep 
Score: -20299924.000000 Penalty: 5936.055176
	Iteration 9Q: 3 clusters Score -2.029992e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 155766 members 
Entering Unmasked Estep 
Score: -20302270.000000 Penalty: 5936.055176
	Iteration 10Q: 3 clusters Score -2.030227e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 156866 members 
Entering Unmasked Estep 
Score: -20302784.000000 Penalty: 5936.055176
	Iteration 11Q: 3 clusters Score -2.030278e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 157181 members 
Entering Unmasked Estep 
Score: -20302994.000000 Penalty: 5936.055176
	Iteration 12Q: 3 clusters Score -2.030299e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 157280 members 
Entering Unmasked Estep 
Score: -20303098.000000 Penalty: 5936.055176
	Iteration 13Q: 3 clusters Score -2.03031e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 157314 members 
Entering Unmasked Estep 
Score: -20303132.000000 Penalty: 5936.055176
	Iteration 14Q: 3 clusters Score -2.030313e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 157333 members 
Entering Unmasked Estep 
Score: -20303180.000000 Penalty: 5936.055176
	Iteration 15Q: 3 clusters Score -2.030318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 157353 members 
Entering Unmasked Estep 
Score: -20303212.000000 Penalty: 5936.055176
	Iteration 16Q: 3 clusters Score -2.030321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 157358 members 
Entering Unmasked Estep 
Score: -20303224.000000 Penalty: 5936.055176
	Iteration 17Q: 3 clusters Score -2.030322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 157367 members 
Entering Unmasked Estep 
Score: -20303244.000000 Penalty: 5936.055176
	Iteration 18Q: 3 clusters Score -2.030324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 157373 members 
Entering Unmasked Estep 
Score: -20303252.000000 Penalty: 5936.055176
	Iteration 19Q: 3 clusters Score -2.030325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 157375 members 
Entering Unmasked Estep 
Score: -20303276.000000 Penalty: 5936.055176
	Iteration 20F: 3 clusters Score -2.030328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 157377 members 
Entering Unmasked Estep 
Score: -20303268.000000 Penalty: 5936.055176
	Iteration 21Q: 3 clusters Score -2.030327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 157382 members 
Entering Unmasked Estep 
Score: -20303278.000000 Penalty: 5936.055176
	Iteration 22Q: 3 clusters Score -2.030328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 157382 members 
Entering Unmasked Estep 
Score: -20303290.000000 Penalty: 5936.055176
	Iteration 23Q: 3 clusters Score -2.030329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 157382 members 
Entering Unmasked Estep 
Score: -20303290.000000 Penalty: 5936.055176
	Iteration 24F: 3 clusters Score -2.030329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (188667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188667 members 
Entering Unmasked Estep 
Score: -23970446.000000 Penalty: 3012.639160
	Iteration 0F: 2 clusters Score -2.397045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94285 members 
Mstep: Class 2 contains 94382 members 
Entering Unmasked Estep 
Score: -23850324.000000 Penalty: 6025.278320
	Iteration 0F: 3 clusters Score -2.385032e+07 nChanged 90646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92799 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -23902952.000000 Penalty: 6025.278320
	Iteration 1F: 3 clusters Score -2.390295e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92344 members 
Mstep: Class 2 contains 96323 members 
Entering Unmasked Estep 
Score: -23904086.000000 Penalty: 6025.278320
	Iteration 2Q: 3 clusters Score -2.390409e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 96805 members 
Entering Unmasked Estep 
Score: -23905872.000000 Penalty: 6025.278320
	Iteration 3Q: 3 clusters Score -2.390587e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 97167 members 
Entering Unmasked Estep 
Score: -23908754.000000 Penalty: 6025.278320
	Iteration 4Q: 3 clusters Score -2.390875e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 97320 members 
Entering Unmasked Estep 
Score: -23913728.000000 Penalty: 6025.278320
	Iteration 5Q: 3 clusters Score -2.391373e+07 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91903 members 
Mstep: Class 2 contains 96764 members 
Entering Unmasked Estep 
Score: -23921690.000000 Penalty: 6025.278320
	Iteration 6F: 3 clusters Score -2.392169e+07 nChanged 13746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93645 members 
Mstep: Class 2 contains 95022 members 
Entering Unmasked Estep 
Score: -23933006.000000 Penalty: 6025.278320
	Iteration 7F: 3 clusters Score -2.393301e+07 nChanged 14789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96284 members 
Mstep: Class 2 contains 92383 members 
Entering Unmasked Estep 
Score: -23944984.000000 Penalty: 6025.278320
	Iteration 8F: 3 clusters Score -2.394498e+07 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99049 members 
Mstep: Class 2 contains 89618 members 
Entering Unmasked Estep 
Score: -23953286.000000 Penalty: 6025.278320
	Iteration 9F: 3 clusters Score -2.395329e+07 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101256 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -23957150.000000 Penalty: 6025.278320
	Iteration 10Q: 3 clusters Score -2.395715e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102797 members 
Mstep: Class 2 contains 85870 members 
Entering Unmasked Estep 
Score: -23958624.000000 Penalty: 6025.278320
	Iteration 11Q: 3 clusters Score -2.395862e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104156 members 
Mstep: Class 2 contains 84511 members 
Entering Unmasked Estep 
Score: -23959402.000000 Penalty: 6025.278320
	Iteration 12Q: 3 clusters Score -2.39594e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105405 members 
Mstep: Class 2 contains 83262 members 
Entering Unmasked Estep 
Score: -23959842.000000 Penalty: 6025.278320
	Iteration 13Q: 3 clusters Score -2.395984e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106549 members 
Mstep: Class 2 contains 82118 members 
Entering Unmasked Estep 
Score: -23960198.000000 Penalty: 6025.278320
	Iteration 14Q: 3 clusters Score -2.39602e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107670 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -23960508.000000 Penalty: 6025.278320
	Iteration 15Q: 3 clusters Score -2.396051e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108766 members 
Mstep: Class 2 contains 79901 members 
Entering Unmasked Estep 
Score: -23960668.000000 Penalty: 6025.278320
	Iteration 16Q: 3 clusters Score -2.396067e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109936 members 
Mstep: Class 2 contains 78731 members 
Entering Unmasked Estep 
Score: -23960974.000000 Penalty: 6025.278320
	Iteration 17Q: 3 clusters Score -2.396097e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111101 members 
Mstep: Class 2 contains 77566 members 
Entering Unmasked Estep 
Score: -23961202.000000 Penalty: 6025.278320
	Iteration 18Q: 3 clusters Score -2.39612e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112327 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -23961462.000000 Penalty: 6025.278320
	Iteration 19Q: 3 clusters Score -2.396146e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113706 members 
Mstep: Class 2 contains 74961 members 
Entering Unmasked Estep 
Score: -23961860.000000 Penalty: 6025.278320
	Iteration 20F: 3 clusters Score -2.396186e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115151 members 
Mstep: Class 2 contains 73516 members 
Entering Unmasked Estep 
Score: -23962132.000000 Penalty: 6025.278320
	Iteration 21Q: 3 clusters Score -2.396213e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116643 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
Score: -23962508.000000 Penalty: 6025.278320
	Iteration 22Q: 3 clusters Score -2.396251e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118241 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -23962892.000000 Penalty: 6025.278320
	Iteration 23Q: 3 clusters Score -2.396289e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119905 members 
Mstep: Class 2 contains 68762 members 
Entering Unmasked Estep 
Score: -23963242.000000 Penalty: 6025.278320
	Iteration 24Q: 3 clusters Score -2.396324e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121623 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -23963752.000000 Penalty: 6025.278320
	Iteration 25Q: 3 clusters Score -2.396375e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123487 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -23964334.000000 Penalty: 6025.278320
	Iteration 26Q: 3 clusters Score -2.396433e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125409 members 
Mstep: Class 2 contains 63258 members 
Entering Unmasked Estep 
Score: -23964892.000000 Penalty: 6025.278320
	Iteration 27Q: 3 clusters Score -2.396489e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127327 members 
Mstep: Class 2 contains 61340 members 
Entering Unmasked Estep 
Score: -23965394.000000 Penalty: 6025.278320
	Iteration 28Q: 3 clusters Score -2.396539e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129280 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -23965916.000000 Penalty: 6025.278320
	Iteration 29Q: 3 clusters Score -2.396592e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131265 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -23966656.000000 Penalty: 6025.278320
	Iteration 30Q: 3 clusters Score -2.396666e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133172 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -23967222.000000 Penalty: 6025.278320
	Iteration 31Q: 3 clusters Score -2.396722e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135115 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -23968022.000000 Penalty: 6025.278320
	Iteration 32Q: 3 clusters Score -2.396802e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137005 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -23968712.000000 Penalty: 6025.278320
	Iteration 33Q: 3 clusters Score -2.396871e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138761 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -23969402.000000 Penalty: 6025.278320
	Iteration 34Q: 3 clusters Score -2.39694e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140418 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -23969880.000000 Penalty: 6025.278320
	Iteration 35Q: 3 clusters Score -2.396988e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141962 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -23970272.000000 Penalty: 6025.278320
	Iteration 36Q: 3 clusters Score -2.397027e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143415 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -23970718.000000 Penalty: 6025.278320
	Iteration 37Q: 3 clusters Score -2.397072e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144805 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -23971060.000000 Penalty: 6025.278320
	Iteration 38Q: 3 clusters Score -2.397106e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146143 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -23971408.000000 Penalty: 6025.278320
	Iteration 39Q: 3 clusters Score -2.397141e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147437 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -23971696.000000 Penalty: 6025.278320
	Iteration 40F: 3 clusters Score -2.39717e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148776 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -23971948.000000 Penalty: 6025.278320
	Iteration 41Q: 3 clusters Score -2.397195e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150073 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -23972168.000000 Penalty: 6025.278320
	Iteration 42Q: 3 clusters Score -2.397217e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151369 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -23972388.000000 Penalty: 6025.278320
	Iteration 43Q: 3 clusters Score -2.397239e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152673 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -23972576.000000 Penalty: 6025.278320
	Iteration 44Q: 3 clusters Score -2.397258e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153933 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -23972722.000000 Penalty: 6025.278320
	Iteration 45Q: 3 clusters Score -2.397272e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155206 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -23972740.000000 Penalty: 6025.278320
	Iteration 46Q: 3 clusters Score -2.397274e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156361 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -23972844.000000 Penalty: 6025.278320
	Iteration 47Q: 3 clusters Score -2.397284e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157470 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -23972854.000000 Penalty: 6025.278320
	Iteration 48Q: 3 clusters Score -2.397285e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158499 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -23972782.000000 Penalty: 6025.278320
	Iteration 49Q: 3 clusters Score -2.397278e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159496 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -23972800.000000 Penalty: 6025.278320
	Iteration 50Q: 3 clusters Score -2.39728e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160467 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -23972808.000000 Penalty: 6025.278320
	Iteration 51Q: 3 clusters Score -2.397281e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161380 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -23972838.000000 Penalty: 6025.278320
	Iteration 52Q: 3 clusters Score -2.397284e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162278 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -23972796.000000 Penalty: 6025.278320
	Iteration 53Q: 3 clusters Score -2.39728e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163128 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -23972738.000000 Penalty: 6025.278320
	Iteration 54Q: 3 clusters Score -2.397274e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163927 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -23972752.000000 Penalty: 6025.278320
	Iteration 55Q: 3 clusters Score -2.397275e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164684 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -23972700.000000 Penalty: 6025.278320
	Iteration 56Q: 3 clusters Score -2.39727e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165405 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -23972682.000000 Penalty: 6025.278320
	Iteration 57Q: 3 clusters Score -2.397268e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166105 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -23972638.000000 Penalty: 6025.278320
	Iteration 58Q: 3 clusters Score -2.397264e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166805 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -23972558.000000 Penalty: 6025.278320
	Iteration 59Q: 3 clusters Score -2.397256e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167487 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -23972430.000000 Penalty: 6025.278320
	Iteration 60F: 3 clusters Score -2.397243e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168150 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -23972342.000000 Penalty: 6025.278320
	Iteration 61Q: 3 clusters Score -2.397234e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168773 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -23972354.000000 Penalty: 6025.278320
	Iteration 62Q: 3 clusters Score -2.397235e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169356 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -23972248.000000 Penalty: 6025.278320
	Iteration 63Q: 3 clusters Score -2.397225e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169907 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -23972154.000000 Penalty: 6025.278320
	Iteration 64Q: 3 clusters Score -2.397215e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170442 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -23972154.000000 Penalty: 6025.278320
	Iteration 65Q: 3 clusters Score -2.397215e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170935 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -23972142.000000 Penalty: 6025.278320
	Iteration 66Q: 3 clusters Score -2.397214e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171383 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -23972022.000000 Penalty: 6025.278320
	Iteration 67Q: 3 clusters Score -2.397202e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171836 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -23971964.000000 Penalty: 6025.278320
	Iteration 68Q: 3 clusters Score -2.397196e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172265 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -23971894.000000 Penalty: 6025.278320
	Iteration 69Q: 3 clusters Score -2.397189e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172685 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -23971856.000000 Penalty: 6025.278320
	Iteration 70Q: 3 clusters Score -2.397186e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173060 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -23971860.000000 Penalty: 6025.278320
	Iteration 71Q: 3 clusters Score -2.397186e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173384 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -23971808.000000 Penalty: 6025.278320
	Iteration 72Q: 3 clusters Score -2.397181e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173665 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -23971820.000000 Penalty: 6025.278320
	Iteration 73Q: 3 clusters Score -2.397182e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173932 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -23971782.000000 Penalty: 6025.278320
	Iteration 74Q: 3 clusters Score -2.397178e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174211 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -23971672.000000 Penalty: 6025.278320
	Iteration 75Q: 3 clusters Score -2.397167e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174487 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -23971670.000000 Penalty: 6025.278320
	Iteration 76Q: 3 clusters Score -2.397167e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174776 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -23971614.000000 Penalty: 6025.278320
	Iteration 77Q: 3 clusters Score -2.397161e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175071 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -23971622.000000 Penalty: 6025.278320
	Iteration 78Q: 3 clusters Score -2.397162e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175373 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -23971586.000000 Penalty: 6025.278320
	Iteration 79Q: 3 clusters Score -2.397159e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175648 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -23971596.000000 Penalty: 6025.278320
	Iteration 80F: 3 clusters Score -2.39716e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -23971530.000000 Penalty: 6025.278320
	Iteration 81Q: 3 clusters Score -2.397153e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176202 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -23971418.000000 Penalty: 6025.278320
	Iteration 82Q: 3 clusters Score -2.397142e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176459 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -23971414.000000 Penalty: 6025.278320
	Iteration 83Q: 3 clusters Score -2.397141e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176679 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -23971406.000000 Penalty: 6025.278320
	Iteration 84Q: 3 clusters Score -2.397141e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176905 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -23971358.000000 Penalty: 6025.278320
	Iteration 85Q: 3 clusters Score -2.397136e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177120 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -23971374.000000 Penalty: 6025.278320
	Iteration 86Q: 3 clusters Score -2.397137e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177330 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -23971310.000000 Penalty: 6025.278320
	Iteration 87Q: 3 clusters Score -2.397131e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177536 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -23971242.000000 Penalty: 6025.278320
	Iteration 88Q: 3 clusters Score -2.397124e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177730 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -23971176.000000 Penalty: 6025.278320
	Iteration 89Q: 3 clusters Score -2.397118e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177931 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -23971160.000000 Penalty: 6025.278320
	Iteration 90Q: 3 clusters Score -2.397116e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178130 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -23971142.000000 Penalty: 6025.278320
	Iteration 91Q: 3 clusters Score -2.397114e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178307 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -23971114.000000 Penalty: 6025.278320
	Iteration 92Q: 3 clusters Score -2.397111e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178477 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -23971122.000000 Penalty: 6025.278320
	Iteration 93Q: 3 clusters Score -2.397112e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178628 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -23971128.000000 Penalty: 6025.278320
	Iteration 94Q: 3 clusters Score -2.397113e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178796 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -23971152.000000 Penalty: 6025.278320
	Iteration 95Q: 3 clusters Score -2.397115e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178970 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -23971116.000000 Penalty: 6025.278320
	Iteration 96Q: 3 clusters Score -2.397112e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179137 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -23971104.000000 Penalty: 6025.278320
	Iteration 97Q: 3 clusters Score -2.39711e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179295 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -23971006.000000 Penalty: 6025.278320
	Iteration 98Q: 3 clusters Score -2.397101e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179454 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -23970996.000000 Penalty: 6025.278320
	Iteration 99Q: 3 clusters Score -2.3971e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179595 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -23970924.000000 Penalty: 6025.278320
	Iteration 100F: 3 clusters Score -2.397092e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179744 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -23970898.000000 Penalty: 6025.278320
	Iteration 101Q: 3 clusters Score -2.39709e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179901 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -23970852.000000 Penalty: 6025.278320
	Iteration 102Q: 3 clusters Score -2.397085e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180032 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -23970854.000000 Penalty: 6025.278320
	Iteration 103Q: 3 clusters Score -2.397085e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180163 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -23970846.000000 Penalty: 6025.278320
	Iteration 104Q: 3 clusters Score -2.397085e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180286 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -23970824.000000 Penalty: 6025.278320
	Iteration 105Q: 3 clusters Score -2.397082e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180393 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -23970828.000000 Penalty: 6025.278320
	Iteration 106Q: 3 clusters Score -2.397083e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180487 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -23970842.000000 Penalty: 6025.278320
	Iteration 107Q: 3 clusters Score -2.397084e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180576 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -23970808.000000 Penalty: 6025.278320
	Iteration 108Q: 3 clusters Score -2.397081e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180656 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -23970812.000000 Penalty: 6025.278320
	Iteration 109Q: 3 clusters Score -2.397081e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180732 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -23970784.000000 Penalty: 6025.278320
	Iteration 110Q: 3 clusters Score -2.397078e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180800 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -23970814.000000 Penalty: 6025.278320
	Iteration 111Q: 3 clusters Score -2.397081e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180857 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -23970808.000000 Penalty: 6025.278320
	Iteration 112Q: 3 clusters Score -2.397081e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180902 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -23970822.000000 Penalty: 6025.278320
	Iteration 113Q: 3 clusters Score -2.397082e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180943 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -23970770.000000 Penalty: 6025.278320
	Iteration 114Q: 3 clusters Score -2.397077e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180975 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -23970776.000000 Penalty: 6025.278320
	Iteration 115Q: 3 clusters Score -2.397078e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181007 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -23970816.000000 Penalty: 6025.278320
	Iteration 116Q: 3 clusters Score -2.397082e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181051 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -23970774.000000 Penalty: 6025.278320
	Iteration 117Q: 3 clusters Score -2.397077e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181087 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -23970754.000000 Penalty: 6025.278320
	Iteration 118Q: 3 clusters Score -2.397075e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181118 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -23970734.000000 Penalty: 6025.278320
	Iteration 119Q: 3 clusters Score -2.397073e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181149 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -23970714.000000 Penalty: 6025.278320
	Iteration 120F: 3 clusters Score -2.397071e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181195 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -23970708.000000 Penalty: 6025.278320
	Iteration 121Q: 3 clusters Score -2.397071e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181238 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -23970706.000000 Penalty: 6025.278320
	Iteration 122Q: 3 clusters Score -2.397071e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181280 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -23970718.000000 Penalty: 6025.278320
	Iteration 123Q: 3 clusters Score -2.397072e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181327 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -23970734.000000 Penalty: 6025.278320
	Iteration 124Q: 3 clusters Score -2.397073e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181367 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -23970688.000000 Penalty: 6025.278320
	Iteration 125Q: 3 clusters Score -2.397069e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181406 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -23970696.000000 Penalty: 6025.278320
	Iteration 126Q: 3 clusters Score -2.39707e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181460 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -23970686.000000 Penalty: 6025.278320
	Iteration 127Q: 3 clusters Score -2.397069e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181503 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -23970698.000000 Penalty: 6025.278320
	Iteration 128Q: 3 clusters Score -2.39707e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181544 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -23970684.000000 Penalty: 6025.278320
	Iteration 129Q: 3 clusters Score -2.397068e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181590 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -23970666.000000 Penalty: 6025.278320
	Iteration 130Q: 3 clusters Score -2.397067e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181632 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -23970678.000000 Penalty: 6025.278320
	Iteration 131Q: 3 clusters Score -2.397068e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181680 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -23970690.000000 Penalty: 6025.278320
	Iteration 132Q: 3 clusters Score -2.397069e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181731 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -23970682.000000 Penalty: 6025.278320
	Iteration 133Q: 3 clusters Score -2.397068e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181792 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -23970636.000000 Penalty: 6025.278320
	Iteration 134Q: 3 clusters Score -2.397064e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181846 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -23970636.000000 Penalty: 6025.278320
	Iteration 135Q: 3 clusters Score -2.397064e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181901 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -23970594.000000 Penalty: 6025.278320
	Iteration 136Q: 3 clusters Score -2.397059e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181957 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -23970618.000000 Penalty: 6025.278320
	Iteration 137Q: 3 clusters Score -2.397062e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182007 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -23970582.000000 Penalty: 6025.278320
	Iteration 138Q: 3 clusters Score -2.397058e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182075 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -23970532.000000 Penalty: 6025.278320
	Iteration 139Q: 3 clusters Score -2.397053e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182130 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -23970524.000000 Penalty: 6025.278320
	Iteration 140F: 3 clusters Score -2.397052e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182177 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -23970524.000000 Penalty: 6025.278320
	Iteration 141Q: 3 clusters Score -2.397052e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182221 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -23970554.000000 Penalty: 6025.278320
	Iteration 142Q: 3 clusters Score -2.397055e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182264 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -23970564.000000 Penalty: 6025.278320
	Iteration 143Q: 3 clusters Score -2.397056e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182296 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -23970574.000000 Penalty: 6025.278320
	Iteration 144Q: 3 clusters Score -2.397057e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182328 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -23970554.000000 Penalty: 6025.278320
	Iteration 145Q: 3 clusters Score -2.397055e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182360 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -23970568.000000 Penalty: 6025.278320
	Iteration 146Q: 3 clusters Score -2.397057e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182390 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -23970538.000000 Penalty: 6025.278320
	Iteration 147Q: 3 clusters Score -2.397054e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182418 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -23970532.000000 Penalty: 6025.278320
	Iteration 148Q: 3 clusters Score -2.397053e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182448 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -23970520.000000 Penalty: 6025.278320
	Iteration 149Q: 3 clusters Score -2.397052e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182484 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -23970492.000000 Penalty: 6025.278320
	Iteration 150Q: 3 clusters Score -2.397049e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182526 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -23970512.000000 Penalty: 6025.278320
	Iteration 151Q: 3 clusters Score -2.397051e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182560 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -23970486.000000 Penalty: 6025.278320
	Iteration 152Q: 3 clusters Score -2.397049e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182593 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -23970494.000000 Penalty: 6025.278320
	Iteration 153Q: 3 clusters Score -2.397049e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182622 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -23970484.000000 Penalty: 6025.278320
	Iteration 154Q: 3 clusters Score -2.397048e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182654 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -23970490.000000 Penalty: 6025.278320
	Iteration 155Q: 3 clusters Score -2.397049e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182690 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -23970484.000000 Penalty: 6025.278320
	Iteration 156Q: 3 clusters Score -2.397048e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182729 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -23970454.000000 Penalty: 6025.278320
	Iteration 157Q: 3 clusters Score -2.397045e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182762 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -23970452.000000 Penalty: 6025.278320
	Iteration 158Q: 3 clusters Score -2.397045e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182803 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -23970420.000000 Penalty: 6025.278320
	Iteration 159Q: 3 clusters Score -2.397042e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182832 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -23970446.000000 Penalty: 6025.278320
	Iteration 160F: 3 clusters Score -2.397045e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182861 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -23970442.000000 Penalty: 6025.278320
	Iteration 161Q: 3 clusters Score -2.397044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182880 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -23970444.000000 Penalty: 6025.278320
	Iteration 162Q: 3 clusters Score -2.397044e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182908 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -23970428.000000 Penalty: 6025.278320
	Iteration 163Q: 3 clusters Score -2.397043e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182936 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -23970420.000000 Penalty: 6025.278320
	Iteration 164Q: 3 clusters Score -2.397042e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182969 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -23970454.000000 Penalty: 6025.278320
	Iteration 165Q: 3 clusters Score -2.397045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182992 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -23970458.000000 Penalty: 6025.278320
	Iteration 166Q: 3 clusters Score -2.397046e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183018 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -23970430.000000 Penalty: 6025.278320
	Iteration 167Q: 3 clusters Score -2.397043e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183046 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -23970422.000000 Penalty: 6025.278320
	Iteration 168Q: 3 clusters Score -2.397042e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183067 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -23970406.000000 Penalty: 6025.278320
	Iteration 169Q: 3 clusters Score -2.397041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183082 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -23970402.000000 Penalty: 6025.278320
	Iteration 170Q: 3 clusters Score -2.39704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183098 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -23970402.000000 Penalty: 6025.278320
	Iteration 171Q: 3 clusters Score -2.39704e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183114 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -23970388.000000 Penalty: 6025.278320
	Iteration 172Q: 3 clusters Score -2.397039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183129 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -23970402.000000 Penalty: 6025.278320
	Iteration 173Q: 3 clusters Score -2.39704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183142 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -23970400.000000 Penalty: 6025.278320
	Iteration 174Q: 3 clusters Score -2.39704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183153 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -23970372.000000 Penalty: 6025.278320
	Iteration 175Q: 3 clusters Score -2.397037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183160 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -23970364.000000 Penalty: 6025.278320
	Iteration 176Q: 3 clusters Score -2.397036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183165 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -23970358.000000 Penalty: 6025.278320
	Iteration 177Q: 3 clusters Score -2.397036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183169 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -23970368.000000 Penalty: 6025.278320
	Iteration 178Q: 3 clusters Score -2.397037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183173 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -23970350.000000 Penalty: 6025.278320
	Iteration 179Q: 3 clusters Score -2.397035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183175 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -23970366.000000 Penalty: 6025.278320
	Iteration 180F: 3 clusters Score -2.397037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183176 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -23970358.000000 Penalty: 6025.278320
	Iteration 181Q: 3 clusters Score -2.397036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183177 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -23970372.000000 Penalty: 6025.278320
	Iteration 182Q: 3 clusters Score -2.397037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183177 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -23970372.000000 Penalty: 6025.278320
	Iteration 183F: 3 clusters Score -2.397037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -87346.257812 Penalty: 1647.982544
	Iteration 0F: 2 clusters Score -87346.26 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 376 members 
Entering Unmasked Estep 
Score: -85679.585938 Penalty: 3295.965088
	Iteration 0F: 3 clusters Score -85679.59 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -86046.265625 Penalty: 3295.965088
	Iteration 1F: 3 clusters Score -86046.27 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -86269.867188 Penalty: 3295.965088
	Iteration 2F: 3 clusters Score -86269.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -86465.703125 Penalty: 3295.965088
	Iteration 3F: 3 clusters Score -86465.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -86568.953125 Penalty: 3295.965088
	Iteration 4Q: 3 clusters Score -86568.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -86619.664062 Penalty: 3295.965088
	Iteration 5Q: 3 clusters Score -86619.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -86637.171875 Penalty: 3295.965088
	Iteration 6Q: 3 clusters Score -86637.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -86641.046875 Penalty: 3295.965088
	Iteration 7Q: 3 clusters Score -86641.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -86641.046875 Penalty: 3295.965088
	Iteration 8F: 3 clusters Score -86641.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -39045.437500 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -39045.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37677.976562 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -37677.98 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37847.808594 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -37847.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38075.367188 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -38075.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38173.136719 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -38173.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38203.324219 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -38203.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38227.378906 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -38227.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38248.914062 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -38248.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38274.539062 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -38274.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38308.074219 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -38308.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38340.855469 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -38340.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38379.472656 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -38379.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38399.281250 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -38399.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38414.363281 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -38414.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38445.777344 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -38445.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38463.363281 Penalty: 2971.766357
	Iteration 14Q: 3 clusters Score -38463.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38475.207031 Penalty: 2971.766357
	Iteration 15Q: 3 clusters Score -38475.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38480.246094 Penalty: 2971.766357
	Iteration 16Q: 3 clusters Score -38480.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38484.152344 Penalty: 2971.766357
	Iteration 17Q: 3 clusters Score -38484.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38496.546875 Penalty: 2971.766357
	Iteration 18Q: 3 clusters Score -38496.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38500.304688 Penalty: 2971.766357
	Iteration 19Q: 3 clusters Score -38500.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38500.304688 Penalty: 2971.766357
	Iteration 20F: 3 clusters Score -38500.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Entering Unmasked Estep 
Score: -1319278.500000 Penalty: 2303.480225
	Iteration 0F: 2 clusters Score -1319278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1311105.875000 Penalty: 4606.960449
	Iteration 0F: 3 clusters Score -1311106 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1313636.375000 Penalty: 4606.960449
	Iteration 1F: 3 clusters Score -1313636 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1313984.750000 Penalty: 4606.960449
	Iteration 2F: 3 clusters Score -1313985 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1314240.250000 Penalty: 4606.960449
	Iteration 3Q: 3 clusters Score -1314240 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1314457.625000 Penalty: 4606.960449
	Iteration 4Q: 3 clusters Score -1314458 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1314715.625000 Penalty: 4606.960449
	Iteration 5Q: 3 clusters Score -1314716 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1315012.125000 Penalty: 4606.960449
	Iteration 6Q: 3 clusters Score -1315012 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1315406.625000 Penalty: 4606.960449
	Iteration 7Q: 3 clusters Score -1315407 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1315831.875000 Penalty: 4606.960449
	Iteration 8F: 3 clusters Score -1315832 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1316236.125000 Penalty: 4606.960449
	Iteration 9Q: 3 clusters Score -1316236 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1316555.500000 Penalty: 4606.960449
	Iteration 10Q: 3 clusters Score -1316556 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1316792.125000 Penalty: 4606.960449
	Iteration 11Q: 3 clusters Score -1316792 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1316983.000000 Penalty: 4606.960449
	Iteration 12Q: 3 clusters Score -1316983 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1317142.375000 Penalty: 4606.960449
	Iteration 13Q: 3 clusters Score -1317142 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1317268.625000 Penalty: 4606.960449
	Iteration 14Q: 3 clusters Score -1317269 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1317384.250000 Penalty: 4606.960449
	Iteration 15Q: 3 clusters Score -1317384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1317457.375000 Penalty: 4606.960449
	Iteration 16Q: 3 clusters Score -1317457 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1317558.000000 Penalty: 4606.960449
	Iteration 17Q: 3 clusters Score -1317558 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1317626.500000 Penalty: 4606.960449
	Iteration 18Q: 3 clusters Score -1317626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1317668.125000 Penalty: 4606.960449
	Iteration 19Q: 3 clusters Score -1317668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1317684.250000 Penalty: 4606.960449
	Iteration 20F: 3 clusters Score -1317684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1317696.500000 Penalty: 4606.960449
	Iteration 21Q: 3 clusters Score -1317696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1317707.375000 Penalty: 4606.960449
	Iteration 22Q: 3 clusters Score -1317707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1317718.375000 Penalty: 4606.960449
	Iteration 23Q: 3 clusters Score -1317718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1317729.250000 Penalty: 4606.960449
	Iteration 24Q: 3 clusters Score -1317729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1317730.375000 Penalty: 4606.960449
	Iteration 25Q: 3 clusters Score -1317730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1317731.750000 Penalty: 4606.960449
	Iteration 26Q: 3 clusters Score -1317732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1317731.750000 Penalty: 4606.960449
	Iteration 27Q: 3 clusters Score -1317732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1317733.875000 Penalty: 4606.960449
	Iteration 28Q: 3 clusters Score -1317734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1317736.500000 Penalty: 4606.960449
	Iteration 29Q: 3 clusters Score -1317736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1317735.750000 Penalty: 4606.960449
	Iteration 30Q: 3 clusters Score -1317736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1317737.125000 Penalty: 4606.960449
	Iteration 31Q: 3 clusters Score -1317737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1317738.625000 Penalty: 4606.960449
	Iteration 32Q: 3 clusters Score -1317739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1317741.250000 Penalty: 4606.960449
	Iteration 33Q: 3 clusters Score -1317741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1317742.875000 Penalty: 4606.960449
	Iteration 34Q: 3 clusters Score -1317743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1317747.750000 Penalty: 4606.960449
	Iteration 35Q: 3 clusters Score -1317748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1317749.000000 Penalty: 4606.960449
	Iteration 36Q: 3 clusters Score -1317749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1317750.750000 Penalty: 4606.960449
	Iteration 37Q: 3 clusters Score -1317751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1317751.875000 Penalty: 4606.960449
	Iteration 38Q: 3 clusters Score -1317752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1317750.375000 Penalty: 4606.960449
	Iteration 39Q: 3 clusters Score -1317750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1317750.375000 Penalty: 4606.960449
	Iteration 40F: 3 clusters Score -1317750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (153688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153688 members 
Entering Unmasked Estep 
Score: -19570158.000000 Penalty: 2961.784424
	Iteration 0F: 2 clusters Score -1.957016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77186 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -19469326.000000 Penalty: 5923.568848
	Iteration 0F: 3 clusters Score -1.946933e+07 nChanged 73490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82366 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -19511384.000000 Penalty: 5923.568848
	Iteration 1F: 3 clusters Score -1.951138e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85915 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -19512786.000000 Penalty: 5923.568848
	Iteration 2Q: 3 clusters Score -1.951279e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91497 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -19515028.000000 Penalty: 5923.568848
	Iteration 3Q: 3 clusters Score -1.951503e+07 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100069 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -19520062.000000 Penalty: 5923.568848
	Iteration 4F: 3 clusters Score -1.952006e+07 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112150 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -19529602.000000 Penalty: 5923.568848
	Iteration 5F: 3 clusters Score -1.95296e+07 nChanged 14382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126280 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -19543110.000000 Penalty: 5923.568848
	Iteration 6F: 3 clusters Score -1.954311e+07 nChanged 12858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138904 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -19556282.000000 Penalty: 5923.568848
	Iteration 7F: 3 clusters Score -1.955628e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146743 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -19564088.000000 Penalty: 5923.568848
	Iteration 8F: 3 clusters Score -1.956409e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150228 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -19566698.000000 Penalty: 5923.568848
	Iteration 9Q: 3 clusters Score -1.95667e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151657 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -19567540.000000 Penalty: 5923.568848
	Iteration 10Q: 3 clusters Score -1.956754e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152252 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -19567750.000000 Penalty: 5923.568848
	Iteration 11Q: 3 clusters Score -1.956775e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152545 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -19567844.000000 Penalty: 5923.568848
	Iteration 12Q: 3 clusters Score -1.956784e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152718 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -19567906.000000 Penalty: 5923.568848
	Iteration 13Q: 3 clusters Score -1.956791e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152826 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -19567958.000000 Penalty: 5923.568848
	Iteration 14Q: 3 clusters Score -1.956796e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152893 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -19568002.000000 Penalty: 5923.568848
	Iteration 15Q: 3 clusters Score -1.9568e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152938 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -19568010.000000 Penalty: 5923.568848
	Iteration 16Q: 3 clusters Score -1.956801e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152959 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -19568028.000000 Penalty: 5923.568848
	Iteration 17Q: 3 clusters Score -1.956803e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152976 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -19568016.000000 Penalty: 5923.568848
	Iteration 18Q: 3 clusters Score -1.956802e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152992 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -19568042.000000 Penalty: 5923.568848
	Iteration 19Q: 3 clusters Score -1.956804e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153003 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -19568050.000000 Penalty: 5923.568848
	Iteration 20F: 3 clusters Score -1.956805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153008 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -19568066.000000 Penalty: 5923.568848
	Iteration 21Q: 3 clusters Score -1.956807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153015 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -19568070.000000 Penalty: 5923.568848
	Iteration 22Q: 3 clusters Score -1.956807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153023 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -19568098.000000 Penalty: 5923.568848
	Iteration 23Q: 3 clusters Score -1.95681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153026 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -19568094.000000 Penalty: 5923.568848
	Iteration 24Q: 3 clusters Score -1.956809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153031 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -19568114.000000 Penalty: 5923.568848
	Iteration 25Q: 3 clusters Score -1.956811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153034 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -19568106.000000 Penalty: 5923.568848
	Iteration 26Q: 3 clusters Score -1.956811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153034 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -19568102.000000 Penalty: 5923.568848
	Iteration 27Q: 3 clusters Score -1.95681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153034 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -19568102.000000 Penalty: 5923.568848
	Iteration 28F: 3 clusters Score -1.95681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79886 members 
Entering Unmasked Estep 
Score: -9921020.000000 Penalty: 2799.512207
	Iteration 0F: 2 clusters Score -9921020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -9867350.000000 Penalty: 5599.024414
	Iteration 0F: 3 clusters Score -9867350 nChanged 37664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -9888581.000000 Penalty: 5599.024414
	Iteration 1F: 3 clusters Score -9888581 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -9889390.000000 Penalty: 5599.024414
	Iteration 2Q: 3 clusters Score -9889390 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -9890282.000000 Penalty: 5599.024414
	Iteration 3Q: 3 clusters Score -9890282 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -9891614.000000 Penalty: 5599.024414
	Iteration 4Q: 3 clusters Score -9891614 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -9893910.000000 Penalty: 5599.024414
	Iteration 5F: 3 clusters Score -9893910 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -9897703.000000 Penalty: 5599.024414
	Iteration 6F: 3 clusters Score -9897703 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -9902705.000000 Penalty: 5599.024414
	Iteration 7F: 3 clusters Score -9902705 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 68207 members 
Entering Unmasked Estep 
Score: -9908498.000000 Penalty: 5599.024414
	Iteration 8F: 3 clusters Score -9908498 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
Score: -9913143.000000 Penalty: 5599.024414
	Iteration 9F: 3 clusters Score -9913143 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 76372 members 
Entering Unmasked Estep 
Score: -9915941.000000 Penalty: 5599.024414
	Iteration 10Q: 3 clusters Score -9915941 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 78048 members 
Entering Unmasked Estep 
Score: -9917312.000000 Penalty: 5599.024414
	Iteration 11Q: 3 clusters Score -9917312 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -9917875.000000 Penalty: 5599.024414
	Iteration 12Q: 3 clusters Score -9917875 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 79175 members 
Entering Unmasked Estep 
Score: -9918128.000000 Penalty: 5599.024414
	Iteration 13Q: 3 clusters Score -9918128 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 79337 members 
Entering Unmasked Estep 
Score: -9918311.000000 Penalty: 5599.024414
	Iteration 14Q: 3 clusters Score -9918311 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 79424 members 
Entering Unmasked Estep 
Score: -9918409.000000 Penalty: 5599.024414
	Iteration 15Q: 3 clusters Score -9918409 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -9918475.000000 Penalty: 5599.024414
	Iteration 16Q: 3 clusters Score -9918475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 79517 members 
Entering Unmasked Estep 
Score: -9918508.000000 Penalty: 5599.024414
	Iteration 17Q: 3 clusters Score -9918508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -9918534.000000 Penalty: 5599.024414
	Iteration 18Q: 3 clusters Score -9918534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 79535 members 
Entering Unmasked Estep 
Score: -9918541.000000 Penalty: 5599.024414
	Iteration 19Q: 3 clusters Score -9918541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -9918545.000000 Penalty: 5599.024414
	Iteration 20F: 3 clusters Score -9918545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 79549 members 
Entering Unmasked Estep 
Score: -9918560.000000 Penalty: 5599.024414
	Iteration 21Q: 3 clusters Score -9918560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -9918562.000000 Penalty: 5599.024414
	Iteration 22Q: 3 clusters Score -9918562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -9918573.000000 Penalty: 5599.024414
	Iteration 23Q: 3 clusters Score -9918573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -9918569.000000 Penalty: 5599.024414
	Iteration 24Q: 3 clusters Score -9918569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 79567 members 
Entering Unmasked Estep 
Score: -9918580.000000 Penalty: 5599.024414
	Iteration 25Q: 3 clusters Score -9918580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 79567 members 
Entering Unmasked Estep 
Score: -9918580.000000 Penalty: 5599.024414
	Iteration 26F: 3 clusters Score -9918580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (152112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152112 members 
Entering Unmasked Estep 
Score: -19393702.000000 Penalty: 2959.228271
	Iteration 0F: 2 clusters Score -1.93937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -19295294.000000 Penalty: 5918.456543
	Iteration 0F: 3 clusters Score -1.929529e+07 nChanged 72791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 70798 members 
Entering Unmasked Estep 
Score: -19337802.000000 Penalty: 5918.456543
	Iteration 1F: 3 clusters Score -1.93378e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 67442 members 
Entering Unmasked Estep 
Score: -19339524.000000 Penalty: 5918.456543
	Iteration 2Q: 3 clusters Score -1.933952e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -19342322.000000 Penalty: 5918.456543
	Iteration 3Q: 3 clusters Score -1.934232e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97375 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -19346996.000000 Penalty: 5918.456543
	Iteration 4F: 3 clusters Score -1.9347e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107567 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -19355006.000000 Penalty: 5918.456543
	Iteration 5F: 3 clusters Score -1.935501e+07 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119084 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -19365296.000000 Penalty: 5918.456543
	Iteration 6F: 3 clusters Score -1.93653e+07 nChanged 11406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129850 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -19375728.000000 Penalty: 5918.456543
	Iteration 7F: 3 clusters Score -1.937573e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137541 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -19383196.000000 Penalty: 5918.456543
	Iteration 8F: 3 clusters Score -1.93832e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142064 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -19387342.000000 Penalty: 5918.456543
	Iteration 9Q: 3 clusters Score -1.938734e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144597 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -19389264.000000 Penalty: 5918.456543
	Iteration 10Q: 3 clusters Score -1.938926e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146108 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -19390338.000000 Penalty: 5918.456543
	Iteration 11Q: 3 clusters Score -1.939034e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147081 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -19390972.000000 Penalty: 5918.456543
	Iteration 12Q: 3 clusters Score -1.939097e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147763 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -19391332.000000 Penalty: 5918.456543
	Iteration 13Q: 3 clusters Score -1.939133e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148294 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -19391546.000000 Penalty: 5918.456543
	Iteration 14Q: 3 clusters Score -1.939155e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148697 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -19391682.000000 Penalty: 5918.456543
	Iteration 15Q: 3 clusters Score -1.939168e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148997 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -19391778.000000 Penalty: 5918.456543
	Iteration 16Q: 3 clusters Score -1.939178e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149238 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -19391860.000000 Penalty: 5918.456543
	Iteration 17Q: 3 clusters Score -1.939186e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149428 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -19391912.000000 Penalty: 5918.456543
	Iteration 18Q: 3 clusters Score -1.939191e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149597 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -19391982.000000 Penalty: 5918.456543
	Iteration 19Q: 3 clusters Score -1.939198e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149749 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -19392036.000000 Penalty: 5918.456543
	Iteration 20F: 3 clusters Score -1.939204e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149874 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -19392030.000000 Penalty: 5918.456543
	Iteration 21Q: 3 clusters Score -1.939203e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149968 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -19392036.000000 Penalty: 5918.456543
	Iteration 22Q: 3 clusters Score -1.939204e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150035 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -19392076.000000 Penalty: 5918.456543
	Iteration 23Q: 3 clusters Score -1.939208e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150097 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -19392098.000000 Penalty: 5918.456543
	Iteration 24Q: 3 clusters Score -1.93921e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150150 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -19392080.000000 Penalty: 5918.456543
	Iteration 25Q: 3 clusters Score -1.939208e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150188 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -19392098.000000 Penalty: 5918.456543
	Iteration 26Q: 3 clusters Score -1.93921e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150225 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -19392092.000000 Penalty: 5918.456543
	Iteration 27Q: 3 clusters Score -1.939209e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150253 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -19392080.000000 Penalty: 5918.456543
	Iteration 28Q: 3 clusters Score -1.939208e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150281 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -19392096.000000 Penalty: 5918.456543
	Iteration 29Q: 3 clusters Score -1.93921e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150305 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -19392092.000000 Penalty: 5918.456543
	Iteration 30Q: 3 clusters Score -1.939209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150330 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -19392082.000000 Penalty: 5918.456543
	Iteration 31Q: 3 clusters Score -1.939208e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150355 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -19392094.000000 Penalty: 5918.456543
	Iteration 32Q: 3 clusters Score -1.939209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150369 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -19392098.000000 Penalty: 5918.456543
	Iteration 33Q: 3 clusters Score -1.93921e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150387 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -19392100.000000 Penalty: 5918.456543
	Iteration 34Q: 3 clusters Score -1.93921e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150396 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -19392108.000000 Penalty: 5918.456543
	Iteration 35Q: 3 clusters Score -1.939211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150408 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -19392130.000000 Penalty: 5918.456543
	Iteration 36Q: 3 clusters Score -1.939213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150416 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -19392124.000000 Penalty: 5918.456543
	Iteration 37Q: 3 clusters Score -1.939212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150426 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -19392112.000000 Penalty: 5918.456543
	Iteration 38Q: 3 clusters Score -1.939211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150434 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -19392122.000000 Penalty: 5918.456543
	Iteration 39Q: 3 clusters Score -1.939212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150441 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -19392114.000000 Penalty: 5918.456543
	Iteration 40F: 3 clusters Score -1.939211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150445 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -19392128.000000 Penalty: 5918.456543
	Iteration 41Q: 3 clusters Score -1.939213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150446 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -19392118.000000 Penalty: 5918.456543
	Iteration 42Q: 3 clusters Score -1.939212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150451 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -19392112.000000 Penalty: 5918.456543
	Iteration 43Q: 3 clusters Score -1.939211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150456 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -19392114.000000 Penalty: 5918.456543
	Iteration 44Q: 3 clusters Score -1.939211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150457 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -19392112.000000 Penalty: 5918.456543
	Iteration 45Q: 3 clusters Score -1.939211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150457 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -19392108.000000 Penalty: 5918.456543
	Iteration 46Q: 3 clusters Score -1.939211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150457 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -19392106.000000 Penalty: 5918.456543
	Iteration 47Q: 3 clusters Score -1.939211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150459 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -19392114.000000 Penalty: 5918.456543
	Iteration 48Q: 3 clusters Score -1.939211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150461 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -19392120.000000 Penalty: 5918.456543
	Iteration 49Q: 3 clusters Score -1.939212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150461 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -19392120.000000 Penalty: 5918.456543
	Iteration 50F: 3 clusters Score -1.939212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (82048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Entering Unmasked Estep 
Score: -10390000.000000 Penalty: 2806.134766
	Iteration 0F: 2 clusters Score -1.039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -10334783.000000 Penalty: 5612.269531
	Iteration 0F: 3 clusters Score -1.033478e+07 nChanged 38717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -10356982.000000 Penalty: 5612.269531
	Iteration 1F: 3 clusters Score -1.035698e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -10357652.000000 Penalty: 5612.269531
	Iteration 2Q: 3 clusters Score -1.035765e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -10358285.000000 Penalty: 5612.269531
	Iteration 3Q: 3 clusters Score -1.035828e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -10359061.000000 Penalty: 5612.269531
	Iteration 4Q: 3 clusters Score -1.035906e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -10360086.000000 Penalty: 5612.269531
	Iteration 5Q: 3 clusters Score -1.036009e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -10361770.000000 Penalty: 5612.269531
	Iteration 6Q: 3 clusters Score -1.036177e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -10364460.000000 Penalty: 5612.269531
	Iteration 7F: 3 clusters Score -1.036446e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -10368596.000000 Penalty: 5612.269531
	Iteration 8F: 3 clusters Score -1.03686e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 64391 members 
Entering Unmasked Estep 
Score: -10374086.000000 Penalty: 5612.269531
	Iteration 9F: 3 clusters Score -1.037409e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 70350 members 
Entering Unmasked Estep 
Score: -10379741.000000 Penalty: 5612.269531
	Iteration 10F: 3 clusters Score -1.037974e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 74728 members 
Entering Unmasked Estep 
Score: -10383906.000000 Penalty: 5612.269531
	Iteration 11F: 3 clusters Score -1.038391e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 77395 members 
Entering Unmasked Estep 
Score: -10386155.000000 Penalty: 5612.269531
	Iteration 12Q: 3 clusters Score -1.038616e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
Score: -10387195.000000 Penalty: 5612.269531
	Iteration 13Q: 3 clusters Score -1.03872e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 79402 members 
Entering Unmasked Estep 
Score: -10387594.000000 Penalty: 5612.269531
	Iteration 14Q: 3 clusters Score -1.038759e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 79788 members 
Entering Unmasked Estep 
Score: -10387814.000000 Penalty: 5612.269531
	Iteration 15Q: 3 clusters Score -1.038781e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 80044 members 
Entering Unmasked Estep 
Score: -10387996.000000 Penalty: 5612.269531
	Iteration 16Q: 3 clusters Score -1.0388e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -10388090.000000 Penalty: 5612.269531
	Iteration 17Q: 3 clusters Score -1.038809e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -10388129.000000 Penalty: 5612.269531
	Iteration 18Q: 3 clusters Score -1.038813e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -10388165.000000 Penalty: 5612.269531
	Iteration 19Q: 3 clusters Score -1.038816e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -10388186.000000 Penalty: 5612.269531
	Iteration 20F: 3 clusters Score -1.038819e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -10388228.000000 Penalty: 5612.269531
	Iteration 21Q: 3 clusters Score -1.038823e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 80454 members 
Entering Unmasked Estep 
Score: -10388245.000000 Penalty: 5612.269531
	Iteration 22Q: 3 clusters Score -1.038824e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 80480 members 
Entering Unmasked Estep 
Score: -10388252.000000 Penalty: 5612.269531
	Iteration 23Q: 3 clusters Score -1.038825e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -10388252.000000 Penalty: 5612.269531
	Iteration 24Q: 3 clusters Score -1.038825e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 80520 members 
Entering Unmasked Estep 
Score: -10388248.000000 Penalty: 5612.269531
	Iteration 25Q: 3 clusters Score -1.038825e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 80526 members 
Entering Unmasked Estep 
Score: -10388261.000000 Penalty: 5612.269531
	Iteration 26Q: 3 clusters Score -1.038826e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 80535 members 
Entering Unmasked Estep 
Score: -10388272.000000 Penalty: 5612.269531
	Iteration 27Q: 3 clusters Score -1.038827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 80542 members 
Entering Unmasked Estep 
Score: -10388283.000000 Penalty: 5612.269531
	Iteration 28Q: 3 clusters Score -1.038828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 80545 members 
Entering Unmasked Estep 
Score: -10388284.000000 Penalty: 5612.269531
	Iteration 29Q: 3 clusters Score -1.038828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -10388288.000000 Penalty: 5612.269531
	Iteration 30Q: 3 clusters Score -1.038829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -10388289.000000 Penalty: 5612.269531
	Iteration 31Q: 3 clusters Score -1.038829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -10388289.000000 Penalty: 5612.269531
	Iteration 32F: 3 clusters Score -1.038829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87818 members 
Entering Unmasked Estep 
Score: -11282498.000000 Penalty: 2822.989258
	Iteration 0F: 2 clusters Score -1.12825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -11224050.000000 Penalty: 5645.978516
	Iteration 0F: 3 clusters Score -1.122405e+07 nChanged 41240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -11247325.000000 Penalty: 5645.978516
	Iteration 1F: 3 clusters Score -1.124732e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -11247939.000000 Penalty: 5645.978516
	Iteration 2Q: 3 clusters Score -1.124794e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -11248616.000000 Penalty: 5645.978516
	Iteration 3Q: 3 clusters Score -1.124862e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -11249464.000000 Penalty: 5645.978516
	Iteration 4Q: 3 clusters Score -1.124946e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -11250701.000000 Penalty: 5645.978516
	Iteration 5Q: 3 clusters Score -1.12507e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -11252323.000000 Penalty: 5645.978516
	Iteration 6Q: 3 clusters Score -1.125232e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -11254309.000000 Penalty: 5645.978516
	Iteration 7Q: 3 clusters Score -1.125431e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -11256775.000000 Penalty: 5645.978516
	Iteration 8Q: 3 clusters Score -1.125678e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -11259751.000000 Penalty: 5645.978516
	Iteration 9F: 3 clusters Score -1.125975e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -11263060.000000 Penalty: 5645.978516
	Iteration 10F: 3 clusters Score -1.126306e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -11266155.000000 Penalty: 5645.978516
	Iteration 11F: 3 clusters Score -1.126616e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -11268821.000000 Penalty: 5645.978516
	Iteration 12Q: 3 clusters Score -1.126882e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -11271115.000000 Penalty: 5645.978516
	Iteration 13Q: 3 clusters Score -1.127112e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74619 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -11272940.000000 Penalty: 5645.978516
	Iteration 14Q: 3 clusters Score -1.127294e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -11274492.000000 Penalty: 5645.978516
	Iteration 15Q: 3 clusters Score -1.127449e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79166 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -11275821.000000 Penalty: 5645.978516
	Iteration 16Q: 3 clusters Score -1.127582e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80979 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -11276860.000000 Penalty: 5645.978516
	Iteration 17Q: 3 clusters Score -1.127686e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -11277711.000000 Penalty: 5645.978516
	Iteration 18Q: 3 clusters Score -1.127771e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83583 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -11278333.000000 Penalty: 5645.978516
	Iteration 19Q: 3 clusters Score -1.127833e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84445 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -11278772.000000 Penalty: 5645.978516
	Iteration 20F: 3 clusters Score -1.127877e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85086 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -11279114.000000 Penalty: 5645.978516
	Iteration 21Q: 3 clusters Score -1.127911e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85570 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -11279344.000000 Penalty: 5645.978516
	Iteration 22Q: 3 clusters Score -1.127934e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85937 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -11279584.000000 Penalty: 5645.978516
	Iteration 23Q: 3 clusters Score -1.127958e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86197 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -11279690.000000 Penalty: 5645.978516
	Iteration 24Q: 3 clusters Score -1.127969e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11279798.000000 Penalty: 5645.978516
	Iteration 25Q: 3 clusters Score -1.12798e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11279855.000000 Penalty: 5645.978516
	Iteration 26Q: 3 clusters Score -1.127986e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86572 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -11279903.000000 Penalty: 5645.978516
	Iteration 27Q: 3 clusters Score -1.12799e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86625 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -11279951.000000 Penalty: 5645.978516
	Iteration 28Q: 3 clusters Score -1.127995e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86679 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -11279956.000000 Penalty: 5645.978516
	Iteration 29Q: 3 clusters Score -1.127996e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86724 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -11279996.000000 Penalty: 5645.978516
	Iteration 30Q: 3 clusters Score -1.128e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86766 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11280018.000000 Penalty: 5645.978516
	Iteration 31Q: 3 clusters Score -1.128002e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86795 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11280041.000000 Penalty: 5645.978516
	Iteration 32Q: 3 clusters Score -1.128004e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -11280056.000000 Penalty: 5645.978516
	Iteration 33Q: 3 clusters Score -1.128006e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86829 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -11280061.000000 Penalty: 5645.978516
	Iteration 34Q: 3 clusters Score -1.128006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86839 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11280064.000000 Penalty: 5645.978516
	Iteration 35Q: 3 clusters Score -1.128006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86848 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -11280066.000000 Penalty: 5645.978516
	Iteration 36Q: 3 clusters Score -1.128007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86860 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -11280071.000000 Penalty: 5645.978516
	Iteration 37Q: 3 clusters Score -1.128007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86866 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -11280078.000000 Penalty: 5645.978516
	Iteration 38Q: 3 clusters Score -1.128008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86873 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -11280075.000000 Penalty: 5645.978516
	Iteration 39Q: 3 clusters Score -1.128008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86881 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -11280074.000000 Penalty: 5645.978516
	Iteration 40F: 3 clusters Score -1.128007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -11280095.000000 Penalty: 5645.978516
	Iteration 41Q: 3 clusters Score -1.12801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86899 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11280097.000000 Penalty: 5645.978516
	Iteration 42Q: 3 clusters Score -1.12801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86899 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11280099.000000 Penalty: 5645.978516
	Iteration 43Q: 3 clusters Score -1.12801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11280103.000000 Penalty: 5645.978516
	Iteration 44Q: 3 clusters Score -1.12801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86907 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -11280114.000000 Penalty: 5645.978516
	Iteration 45Q: 3 clusters Score -1.128011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86913 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11280114.000000 Penalty: 5645.978516
	Iteration 46Q: 3 clusters Score -1.128011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11280114.000000 Penalty: 5645.978516
	Iteration 47Q: 3 clusters Score -1.128011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -11280118.000000 Penalty: 5645.978516
	Iteration 48Q: 3 clusters Score -1.128012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86930 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -11280124.000000 Penalty: 5645.978516
	Iteration 49Q: 3 clusters Score -1.128012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11280127.000000 Penalty: 5645.978516
	Iteration 50Q: 3 clusters Score -1.128013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86934 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -11280131.000000 Penalty: 5645.978516
	Iteration 51Q: 3 clusters Score -1.128013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86935 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11280125.000000 Penalty: 5645.978516
	Iteration 52Q: 3 clusters Score -1.128012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86936 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11280122.000000 Penalty: 5645.978516
	Iteration 53Q: 3 clusters Score -1.128012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86937 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11280123.000000 Penalty: 5645.978516
	Iteration 54Q: 3 clusters Score -1.128012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86937 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11280123.000000 Penalty: 5645.978516
	Iteration 55F: 3 clusters Score -1.128012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (166319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166319 members 
Entering Unmasked Estep 
Score: -21170318.000000 Penalty: 2981.372314
	Iteration 0F: 2 clusters Score -2.117032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82905 members 
Mstep: Class 2 contains 83414 members 
Entering Unmasked Estep 
Score: -21062044.000000 Penalty: 5962.744629
	Iteration 0F: 3 clusters Score -2.106204e+07 nChanged 79320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76779 members 
Mstep: Class 2 contains 89540 members 
Entering Unmasked Estep 
Score: -21108536.000000 Penalty: 5962.744629
	Iteration 1F: 3 clusters Score -2.110854e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 93631 members 
Entering Unmasked Estep 
Score: -21110206.000000 Penalty: 5962.744629
	Iteration 2Q: 3 clusters Score -2.111021e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 99711 members 
Entering Unmasked Estep 
Score: -21112978.000000 Penalty: 5962.744629
	Iteration 3Q: 3 clusters Score -2.111298e+07 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 108520 members 
Entering Unmasked Estep 
Score: -21118000.000000 Penalty: 5962.744629
	Iteration 4F: 3 clusters Score -2.1118e+07 nChanged 12446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 120532 members 
Entering Unmasked Estep 
Score: -21126984.000000 Penalty: 5962.744629
	Iteration 5F: 3 clusters Score -2.112698e+07 nChanged 14364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 134552 members 
Entering Unmasked Estep 
Score: -21139710.000000 Penalty: 5962.744629
	Iteration 6F: 3 clusters Score -2.113971e+07 nChanged 13590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 147830 members 
Entering Unmasked Estep 
Score: -21153416.000000 Penalty: 5962.744629
	Iteration 7F: 3 clusters Score -2.115342e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 157056 members 
Entering Unmasked Estep 
Score: -21162164.000000 Penalty: 5962.744629
	Iteration 8F: 3 clusters Score -2.116216e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 161859 members 
Entering Unmasked Estep 
Score: -21165984.000000 Penalty: 5962.744629
	Iteration 9Q: 3 clusters Score -2.116598e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 163875 members 
Entering Unmasked Estep 
Score: -21167314.000000 Penalty: 5962.744629
	Iteration 10Q: 3 clusters Score -2.116731e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 164722 members 
Entering Unmasked Estep 
Score: -21167806.000000 Penalty: 5962.744629
	Iteration 11Q: 3 clusters Score -2.116781e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 165054 members 
Entering Unmasked Estep 
Score: -21168060.000000 Penalty: 5962.744629
	Iteration 12Q: 3 clusters Score -2.116806e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 165207 members 
Entering Unmasked Estep 
Score: -21168132.000000 Penalty: 5962.744629
	Iteration 13Q: 3 clusters Score -2.116813e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 165291 members 
Entering Unmasked Estep 
Score: -21168204.000000 Penalty: 5962.744629
	Iteration 14Q: 3 clusters Score -2.11682e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 165356 members 
Entering Unmasked Estep 
Score: -21168226.000000 Penalty: 5962.744629
	Iteration 15Q: 3 clusters Score -2.116823e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 165398 members 
Entering Unmasked Estep 
Score: -21168262.000000 Penalty: 5962.744629
	Iteration 16Q: 3 clusters Score -2.116826e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 165430 members 
Entering Unmasked Estep 
Score: -21168252.000000 Penalty: 5962.744629
	Iteration 17Q: 3 clusters Score -2.116825e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 165451 members 
Entering Unmasked Estep 
Score: -21168278.000000 Penalty: 5962.744629
	Iteration 18Q: 3 clusters Score -2.116828e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 165470 members 
Entering Unmasked Estep 
Score: -21168324.000000 Penalty: 5962.744629
	Iteration 19Q: 3 clusters Score -2.116832e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 165480 members 
Entering Unmasked Estep 
Score: -21168340.000000 Penalty: 5962.744629
	Iteration 20F: 3 clusters Score -2.116834e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 165485 members 
Entering Unmasked Estep 
Score: -21168372.000000 Penalty: 5962.744629
	Iteration 21Q: 3 clusters Score -2.116837e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 165486 members 
Entering Unmasked Estep 
Score: -21168368.000000 Penalty: 5962.744629
	Iteration 22Q: 3 clusters Score -2.116837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 165489 members 
Entering Unmasked Estep 
Score: -21168366.000000 Penalty: 5962.744629
	Iteration 23Q: 3 clusters Score -2.116837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 165489 members 
Entering Unmasked Estep 
Score: -21168380.000000 Penalty: 5962.744629
	Iteration 24Q: 3 clusters Score -2.116838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 165491 members 
Entering Unmasked Estep 
Score: -21168404.000000 Penalty: 5962.744629
	Iteration 25Q: 3 clusters Score -2.11684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 165491 members 
Entering Unmasked Estep 
Score: -21168396.000000 Penalty: 5962.744629
	Iteration 26Q: 3 clusters Score -2.11684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 165490 members 
Entering Unmasked Estep 
Score: -21168408.000000 Penalty: 5962.744629
	Iteration 27Q: 3 clusters Score -2.116841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 165493 members 
Entering Unmasked Estep 
Score: -21168398.000000 Penalty: 5962.744629
	Iteration 28Q: 3 clusters Score -2.11684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 165493 members 
Entering Unmasked Estep 
Score: -21168410.000000 Penalty: 5962.744629
	Iteration 29Q: 3 clusters Score -2.116841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 165491 members 
Entering Unmasked Estep 
Score: -21168430.000000 Penalty: 5962.744629
	Iteration 30Q: 3 clusters Score -2.116843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 165489 members 
Entering Unmasked Estep 
Score: -21168428.000000 Penalty: 5962.744629
	Iteration 31Q: 3 clusters Score -2.116843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 165488 members 
Entering Unmasked Estep 
Score: -21168436.000000 Penalty: 5962.744629
	Iteration 32Q: 3 clusters Score -2.116844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 165490 members 
Entering Unmasked Estep 
Score: -21168428.000000 Penalty: 5962.744629
	Iteration 33Q: 3 clusters Score -2.116843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 165491 members 
Entering Unmasked Estep 
Score: -21168424.000000 Penalty: 5962.744629
	Iteration 34Q: 3 clusters Score -2.116842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 165494 members 
Entering Unmasked Estep 
Score: -21168420.000000 Penalty: 5962.744629
	Iteration 35Q: 3 clusters Score -2.116842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 165495 members 
Entering Unmasked Estep 
Score: -21168420.000000 Penalty: 5962.744629
	Iteration 36Q: 3 clusters Score -2.116842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 165496 members 
Entering Unmasked Estep 
Score: -21168424.000000 Penalty: 5962.744629
	Iteration 37Q: 3 clusters Score -2.116842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 165497 members 
Entering Unmasked Estep 
Score: -21168420.000000 Penalty: 5962.744629
	Iteration 38Q: 3 clusters Score -2.116842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 165498 members 
Entering Unmasked Estep 
Score: -21168426.000000 Penalty: 5962.744629
	Iteration 39Q: 3 clusters Score -2.116843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 165501 members 
Entering Unmasked Estep 
Score: -21168436.000000 Penalty: 5962.744629
	Iteration 40F: 3 clusters Score -2.116844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77532 members 
Entering Unmasked Estep 
Score: -10005222.000000 Penalty: 2792.094482
	Iteration 0F: 2 clusters Score -1.000522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -9953226.000000 Penalty: 5584.188965
	Iteration 0F: 3 clusters Score -9953226 nChanged 36342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -9973696.000000 Penalty: 5584.188965
	Iteration 1F: 3 clusters Score -9973696 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -9974347.000000 Penalty: 5584.188965
	Iteration 2Q: 3 clusters Score -9974347 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -9974947.000000 Penalty: 5584.188965
	Iteration 3Q: 3 clusters Score -9974947 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -9975804.000000 Penalty: 5584.188965
	Iteration 4Q: 3 clusters Score -9975804 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -9976999.000000 Penalty: 5584.188965
	Iteration 5Q: 3 clusters Score -9976999 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -9978995.000000 Penalty: 5584.188965
	Iteration 6F: 3 clusters Score -9978995 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -9982207.000000 Penalty: 5584.188965
	Iteration 7F: 3 clusters Score -9982207 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -9986693.000000 Penalty: 5584.188965
	Iteration 8F: 3 clusters Score -9986693 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -9992008.000000 Penalty: 5584.188965
	Iteration 9F: 3 clusters Score -9992008 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -9996106.000000 Penalty: 5584.188965
	Iteration 10F: 3 clusters Score -9996106 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -9998265.000000 Penalty: 5584.188965
	Iteration 11Q: 3 clusters Score -9998265 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -9999157.000000 Penalty: 5584.188965
	Iteration 12Q: 3 clusters Score -9999157 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -9999615.000000 Penalty: 5584.188965
	Iteration 13Q: 3 clusters Score -9999615 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -10000003.000000 Penalty: 5584.188965
	Iteration 14Q: 3 clusters Score -1e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 66724 members 
Entering Unmasked Estep 
Score: -10000370.000000 Penalty: 5584.188965
	Iteration 15Q: 3 clusters Score -1.000037e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -10000681.000000 Penalty: 5584.188965
	Iteration 16Q: 3 clusters Score -1.000068e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -10000926.000000 Penalty: 5584.188965
	Iteration 17Q: 3 clusters Score -1.000093e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -10001179.000000 Penalty: 5584.188965
	Iteration 18Q: 3 clusters Score -1.000118e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
Score: -10001358.000000 Penalty: 5584.188965
	Iteration 19Q: 3 clusters Score -1.000136e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 70181 members 
Entering Unmasked Estep 
Score: -10001540.000000 Penalty: 5584.188965
	Iteration 20F: 3 clusters Score -1.000154e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -10001726.000000 Penalty: 5584.188965
	Iteration 21Q: 3 clusters Score -1.000173e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 71184 members 
Entering Unmasked Estep 
Score: -10001831.000000 Penalty: 5584.188965
	Iteration 22Q: 3 clusters Score -1.000183e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -10001946.000000 Penalty: 5584.188965
	Iteration 23Q: 3 clusters Score -1.000195e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 71983 members 
Entering Unmasked Estep 
Score: -10002055.000000 Penalty: 5584.188965
	Iteration 24Q: 3 clusters Score -1.000206e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 72317 members 
Entering Unmasked Estep 
Score: -10002167.000000 Penalty: 5584.188965
	Iteration 25Q: 3 clusters Score -1.000217e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -10002229.000000 Penalty: 5584.188965
	Iteration 26Q: 3 clusters Score -1.000223e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -10002294.000000 Penalty: 5584.188965
	Iteration 27Q: 3 clusters Score -1.000229e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
Score: -10002355.000000 Penalty: 5584.188965
	Iteration 28Q: 3 clusters Score -1.000236e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 73346 members 
Entering Unmasked Estep 
Score: -10002402.000000 Penalty: 5584.188965
	Iteration 29Q: 3 clusters Score -1.00024e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 73547 members 
Entering Unmasked Estep 
Score: -10002447.000000 Penalty: 5584.188965
	Iteration 30Q: 3 clusters Score -1.000245e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 73728 members 
Entering Unmasked Estep 
Score: -10002480.000000 Penalty: 5584.188965
	Iteration 31Q: 3 clusters Score -1.000248e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -10002498.000000 Penalty: 5584.188965
	Iteration 32Q: 3 clusters Score -1.00025e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -10002530.000000 Penalty: 5584.188965
	Iteration 33Q: 3 clusters Score -1.000253e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -10002587.000000 Penalty: 5584.188965
	Iteration 34Q: 3 clusters Score -1.000259e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 74250 members 
Entering Unmasked Estep 
Score: -10002604.000000 Penalty: 5584.188965
	Iteration 35Q: 3 clusters Score -1.00026e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 74351 members 
Entering Unmasked Estep 
Score: -10002632.000000 Penalty: 5584.188965
	Iteration 36Q: 3 clusters Score -1.000263e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -10002672.000000 Penalty: 5584.188965
	Iteration 37Q: 3 clusters Score -1.000267e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 74515 members 
Entering Unmasked Estep 
Score: -10002696.000000 Penalty: 5584.188965
	Iteration 38Q: 3 clusters Score -1.00027e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -10002684.000000 Penalty: 5584.188965
	Iteration 39Q: 3 clusters Score -1.000268e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -10002684.000000 Penalty: 5584.188965
	Iteration 40F: 3 clusters Score -1.000268e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 74729 members 
Entering Unmasked Estep 
Score: -10002724.000000 Penalty: 5584.188965
	Iteration 41Q: 3 clusters Score -1.000272e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 74798 members 
Entering Unmasked Estep 
Score: -10002752.000000 Penalty: 5584.188965
	Iteration 42Q: 3 clusters Score -1.000275e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -10002763.000000 Penalty: 5584.188965
	Iteration 43Q: 3 clusters Score -1.000276e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -10002758.000000 Penalty: 5584.188965
	Iteration 44Q: 3 clusters Score -1.000276e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 74959 members 
Entering Unmasked Estep 
Score: -10002775.000000 Penalty: 5584.188965
	Iteration 45Q: 3 clusters Score -1.000278e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 75002 members 
Entering Unmasked Estep 
Score: -10002785.000000 Penalty: 5584.188965
	Iteration 46Q: 3 clusters Score -1.000278e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -10002795.000000 Penalty: 5584.188965
	Iteration 47Q: 3 clusters Score -1.00028e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
Score: -10002814.000000 Penalty: 5584.188965
	Iteration 48Q: 3 clusters Score -1.000281e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -10002819.000000 Penalty: 5584.188965
	Iteration 49Q: 3 clusters Score -1.000282e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -10002836.000000 Penalty: 5584.188965
	Iteration 50Q: 3 clusters Score -1.000284e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 75172 members 
Entering Unmasked Estep 
Score: -10002834.000000 Penalty: 5584.188965
	Iteration 51Q: 3 clusters Score -1.000283e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -10002840.000000 Penalty: 5584.188965
	Iteration 52Q: 3 clusters Score -1.000284e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -10002856.000000 Penalty: 5584.188965
	Iteration 53Q: 3 clusters Score -1.000286e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 75248 members 
Entering Unmasked Estep 
Score: -10002849.000000 Penalty: 5584.188965
	Iteration 54Q: 3 clusters Score -1.000285e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 75258 members 
Entering Unmasked Estep 
Score: -10002859.000000 Penalty: 5584.188965
	Iteration 55Q: 3 clusters Score -1.000286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -10002863.000000 Penalty: 5584.188965
	Iteration 56Q: 3 clusters Score -1.000286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -10002870.000000 Penalty: 5584.188965
	Iteration 57Q: 3 clusters Score -1.000287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -10002861.000000 Penalty: 5584.188965
	Iteration 58Q: 3 clusters Score -1.000286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 75307 members 
Entering Unmasked Estep 
Score: -10002877.000000 Penalty: 5584.188965
	Iteration 59Q: 3 clusters Score -1.000288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -10002874.000000 Penalty: 5584.188965
	Iteration 60F: 3 clusters Score -1.000287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -10002870.000000 Penalty: 5584.188965
	Iteration 61Q: 3 clusters Score -1.000287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 75330 members 
Entering Unmasked Estep 
Score: -10002870.000000 Penalty: 5584.188965
	Iteration 62Q: 3 clusters Score -1.000287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -10002879.000000 Penalty: 5584.188965
	Iteration 63Q: 3 clusters Score -1.000288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -10002871.000000 Penalty: 5584.188965
	Iteration 64Q: 3 clusters Score -1.000287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 75343 members 
Entering Unmasked Estep 
Score: -10002880.000000 Penalty: 5584.188965
	Iteration 65Q: 3 clusters Score -1.000288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 75350 members 
Entering Unmasked Estep 
Score: -10002879.000000 Penalty: 5584.188965
	Iteration 66Q: 3 clusters Score -1.000288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 75358 members 
Entering Unmasked Estep 
Score: -10002883.000000 Penalty: 5584.188965
	Iteration 67Q: 3 clusters Score -1.000288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 75374 members 
Entering Unmasked Estep 
Score: -10002882.000000 Penalty: 5584.188965
	Iteration 68Q: 3 clusters Score -1.000288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 75390 members 
Entering Unmasked Estep 
Score: -10002879.000000 Penalty: 5584.188965
	Iteration 69Q: 3 clusters Score -1.000288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -10002891.000000 Penalty: 5584.188965
	Iteration 70Q: 3 clusters Score -1.000289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -10002890.000000 Penalty: 5584.188965
	Iteration 71Q: 3 clusters Score -1.000289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 75450 members 
Entering Unmasked Estep 
Score: -10002898.000000 Penalty: 5584.188965
	Iteration 72Q: 3 clusters Score -1.00029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -10002904.000000 Penalty: 5584.188965
	Iteration 73Q: 3 clusters Score -1.00029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 75480 members 
Entering Unmasked Estep 
Score: -10002917.000000 Penalty: 5584.188965
	Iteration 74Q: 3 clusters Score -1.000292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 75488 members 
Entering Unmasked Estep 
Score: -10002909.000000 Penalty: 5584.188965
	Iteration 75Q: 3 clusters Score -1.000291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -10002923.000000 Penalty: 5584.188965
	Iteration 76Q: 3 clusters Score -1.000292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 75508 members 
Entering Unmasked Estep 
Score: -10002918.000000 Penalty: 5584.188965
	Iteration 77Q: 3 clusters Score -1.000292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 75514 members 
Entering Unmasked Estep 
Score: -10002929.000000 Penalty: 5584.188965
	Iteration 78Q: 3 clusters Score -1.000293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -10002942.000000 Penalty: 5584.188965
	Iteration 79Q: 3 clusters Score -1.000294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 75529 members 
Entering Unmasked Estep 
Score: -10002935.000000 Penalty: 5584.188965
	Iteration 80F: 3 clusters Score -1.000294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -10002935.000000 Penalty: 5584.188965
	Iteration 81Q: 3 clusters Score -1.000294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 75551 members 
Entering Unmasked Estep 
Score: -10002934.000000 Penalty: 5584.188965
	Iteration 82Q: 3 clusters Score -1.000293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -10002948.000000 Penalty: 5584.188965
	Iteration 83Q: 3 clusters Score -1.000295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 75581 members 
Entering Unmasked Estep 
Score: -10002947.000000 Penalty: 5584.188965
	Iteration 84Q: 3 clusters Score -1.000295e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -10002958.000000 Penalty: 5584.188965
	Iteration 85Q: 3 clusters Score -1.000296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 75614 members 
Entering Unmasked Estep 
Score: -10002954.000000 Penalty: 5584.188965
	Iteration 86Q: 3 clusters Score -1.000295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 75624 members 
Entering Unmasked Estep 
Score: -10002967.000000 Penalty: 5584.188965
	Iteration 87Q: 3 clusters Score -1.000297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 75641 members 
Entering Unmasked Estep 
Score: -10002975.000000 Penalty: 5584.188965
	Iteration 88Q: 3 clusters Score -1.000298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -10002974.000000 Penalty: 5584.188965
	Iteration 89Q: 3 clusters Score -1.000297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 75669 members 
Entering Unmasked Estep 
Score: -10002968.000000 Penalty: 5584.188965
	Iteration 90Q: 3 clusters Score -1.000297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 75681 members 
Entering Unmasked Estep 
Score: -10002977.000000 Penalty: 5584.188965
	Iteration 91Q: 3 clusters Score -1.000298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -10002982.000000 Penalty: 5584.188965
	Iteration 92Q: 3 clusters Score -1.000298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 75697 members 
Entering Unmasked Estep 
Score: -10002976.000000 Penalty: 5584.188965
	Iteration 93Q: 3 clusters Score -1.000298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -10002983.000000 Penalty: 5584.188965
	Iteration 94Q: 3 clusters Score -1.000298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -10002985.000000 Penalty: 5584.188965
	Iteration 95Q: 3 clusters Score -1.000298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 75727 members 
Entering Unmasked Estep 
Score: -10002986.000000 Penalty: 5584.188965
	Iteration 96Q: 3 clusters Score -1.000299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 75738 members 
Entering Unmasked Estep 
Score: -10002995.000000 Penalty: 5584.188965
	Iteration 97Q: 3 clusters Score -1.0003e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 75750 members 
Entering Unmasked Estep 
Score: -10002998.000000 Penalty: 5584.188965
	Iteration 98Q: 3 clusters Score -1.0003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 75763 members 
Entering Unmasked Estep 
Score: -10003011.000000 Penalty: 5584.188965
	Iteration 99Q: 3 clusters Score -1.000301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -10003010.000000 Penalty: 5584.188965
	Iteration 100F: 3 clusters Score -1.000301e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 75795 members 
Entering Unmasked Estep 
Score: -10003019.000000 Penalty: 5584.188965
	Iteration 101Q: 3 clusters Score -1.000302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 75815 members 
Entering Unmasked Estep 
Score: -10003021.000000 Penalty: 5584.188965
	Iteration 102Q: 3 clusters Score -1.000302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -10003018.000000 Penalty: 5584.188965
	Iteration 103Q: 3 clusters Score -1.000302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 75844 members 
Entering Unmasked Estep 
Score: -10003019.000000 Penalty: 5584.188965
	Iteration 104Q: 3 clusters Score -1.000302e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 75862 members 
Entering Unmasked Estep 
Score: -10003031.000000 Penalty: 5584.188965
	Iteration 105Q: 3 clusters Score -1.000303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 75878 members 
Entering Unmasked Estep 
Score: -10003030.000000 Penalty: 5584.188965
	Iteration 106Q: 3 clusters Score -1.000303e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -10003060.000000 Penalty: 5584.188965
	Iteration 107Q: 3 clusters Score -1.000306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 75906 members 
Entering Unmasked Estep 
Score: -10003056.000000 Penalty: 5584.188965
	Iteration 108Q: 3 clusters Score -1.000306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -10003057.000000 Penalty: 5584.188965
	Iteration 109Q: 3 clusters Score -1.000306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -10003062.000000 Penalty: 5584.188965
	Iteration 110Q: 3 clusters Score -1.000306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -10003068.000000 Penalty: 5584.188965
	Iteration 111Q: 3 clusters Score -1.000307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -10003064.000000 Penalty: 5584.188965
	Iteration 112Q: 3 clusters Score -1.000306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 75928 members 
Entering Unmasked Estep 
Score: -10003063.000000 Penalty: 5584.188965
	Iteration 113Q: 3 clusters Score -1.000306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -10003063.000000 Penalty: 5584.188965
	Iteration 114Q: 3 clusters Score -1.000306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -10003064.000000 Penalty: 5584.188965
	Iteration 115Q: 3 clusters Score -1.000306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 75934 members 
Entering Unmasked Estep 
Score: -10003066.000000 Penalty: 5584.188965
	Iteration 116Q: 3 clusters Score -1.000307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 75934 members 
Entering Unmasked Estep 
Score: -10003066.000000 Penalty: 5584.188965
	Iteration 117F: 3 clusters Score -1.000307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Entering Unmasked Estep 
Score: -3783449.750000 Penalty: 2551.474854
	Iteration 0F: 2 clusters Score -3783450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3763194.250000 Penalty: 5102.949707
	Iteration 0F: 3 clusters Score -3763194 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -3770408.500000 Penalty: 5102.949707
	Iteration 1F: 3 clusters Score -3770408 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3770862.750000 Penalty: 5102.949707
	Iteration 2Q: 3 clusters Score -3770863 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3771273.750000 Penalty: 5102.949707
	Iteration 3Q: 3 clusters Score -3771274 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -3771674.250000 Penalty: 5102.949707
	Iteration 4Q: 3 clusters Score -3771674 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3772148.250000 Penalty: 5102.949707
	Iteration 5Q: 3 clusters Score -3772148 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -3772822.750000 Penalty: 5102.949707
	Iteration 6Q: 3 clusters Score -3772823 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -3773698.000000 Penalty: 5102.949707
	Iteration 7F: 3 clusters Score -3773698 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -3774823.750000 Penalty: 5102.949707
	Iteration 8F: 3 clusters Score -3774824 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -3776241.000000 Penalty: 5102.949707
	Iteration 9F: 3 clusters Score -3776241 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3777793.750000 Penalty: 5102.949707
	Iteration 10F: 3 clusters Score -3777794 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -3779059.500000 Penalty: 5102.949707
	Iteration 11F: 3 clusters Score -3779060 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -3779784.750000 Penalty: 5102.949707
	Iteration 12Q: 3 clusters Score -3779785 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3780113.000000 Penalty: 5102.949707
	Iteration 13Q: 3 clusters Score -3780113 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3780320.250000 Penalty: 5102.949707
	Iteration 14Q: 3 clusters Score -3780320 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -3780441.750000 Penalty: 5102.949707
	Iteration 15Q: 3 clusters Score -3780442 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3780528.500000 Penalty: 5102.949707
	Iteration 16Q: 3 clusters Score -3780528 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3780590.750000 Penalty: 5102.949707
	Iteration 17Q: 3 clusters Score -3780591 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3780669.250000 Penalty: 5102.949707
	Iteration 18Q: 3 clusters Score -3780669 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3780709.750000 Penalty: 5102.949707
	Iteration 19Q: 3 clusters Score -3780710 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -3780754.000000 Penalty: 5102.949707
	Iteration 20F: 3 clusters Score -3780754 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3780820.750000 Penalty: 5102.949707
	Iteration 21Q: 3 clusters Score -3780821 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3780862.250000 Penalty: 5102.949707
	Iteration 22Q: 3 clusters Score -3780862 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3780906.000000 Penalty: 5102.949707
	Iteration 23Q: 3 clusters Score -3780906 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3780961.250000 Penalty: 5102.949707
	Iteration 24Q: 3 clusters Score -3780961 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3780995.500000 Penalty: 5102.949707
	Iteration 25Q: 3 clusters Score -3780996 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3781034.000000 Penalty: 5102.949707
	Iteration 26Q: 3 clusters Score -3781034 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3781066.250000 Penalty: 5102.949707
	Iteration 27Q: 3 clusters Score -3781066 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3781118.750000 Penalty: 5102.949707
	Iteration 28Q: 3 clusters Score -3781119 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3781144.750000 Penalty: 5102.949707
	Iteration 29Q: 3 clusters Score -3781145 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3781177.250000 Penalty: 5102.949707
	Iteration 30Q: 3 clusters Score -3781177 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3781219.000000 Penalty: 5102.949707
	Iteration 31Q: 3 clusters Score -3781219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3781230.000000 Penalty: 5102.949707
	Iteration 32Q: 3 clusters Score -3781230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3781247.250000 Penalty: 5102.949707
	Iteration 33Q: 3 clusters Score -3781247 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3781267.250000 Penalty: 5102.949707
	Iteration 34Q: 3 clusters Score -3781267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3781275.750000 Penalty: 5102.949707
	Iteration 35Q: 3 clusters Score -3781276 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3781282.750000 Penalty: 5102.949707
	Iteration 36Q: 3 clusters Score -3781283 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3781300.250000 Penalty: 5102.949707
	Iteration 37Q: 3 clusters Score -3781300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3781302.250000 Penalty: 5102.949707
	Iteration 38Q: 3 clusters Score -3781302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3781308.750000 Penalty: 5102.949707
	Iteration 39Q: 3 clusters Score -3781309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3781325.500000 Penalty: 5102.949707
	Iteration 40F: 3 clusters Score -3781326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3781325.250000 Penalty: 5102.949707
	Iteration 41Q: 3 clusters Score -3781325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3781324.000000 Penalty: 5102.949707
	Iteration 42Q: 3 clusters Score -3781324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3781337.000000 Penalty: 5102.949707
	Iteration 43Q: 3 clusters Score -3781337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3781338.500000 Penalty: 5102.949707
	Iteration 44Q: 3 clusters Score -3781338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3781347.250000 Penalty: 5102.949707
	Iteration 45Q: 3 clusters Score -3781347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3781347.750000 Penalty: 5102.949707
	Iteration 46Q: 3 clusters Score -3781348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3781349.750000 Penalty: 5102.949707
	Iteration 47Q: 3 clusters Score -3781350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3781352.000000 Penalty: 5102.949707
	Iteration 48Q: 3 clusters Score -3781352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3781349.250000 Penalty: 5102.949707
	Iteration 49Q: 3 clusters Score -3781349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3781345.250000 Penalty: 5102.949707
	Iteration 50Q: 3 clusters Score -3781345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3781347.750000 Penalty: 5102.949707
	Iteration 51Q: 3 clusters Score -3781348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3781357.000000 Penalty: 5102.949707
	Iteration 52Q: 3 clusters Score -3781357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3781367.750000 Penalty: 5102.949707
	Iteration 53Q: 3 clusters Score -3781368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3781376.250000 Penalty: 5102.949707
	Iteration 54Q: 3 clusters Score -3781376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3781378.750000 Penalty: 5102.949707
	Iteration 55Q: 3 clusters Score -3781379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3781382.000000 Penalty: 5102.949707
	Iteration 56Q: 3 clusters Score -3781382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3781390.750000 Penalty: 5102.949707
	Iteration 57Q: 3 clusters Score -3781391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3781399.500000 Penalty: 5102.949707
	Iteration 58Q: 3 clusters Score -3781400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3781412.000000 Penalty: 5102.949707
	Iteration 59Q: 3 clusters Score -3781412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3781418.500000 Penalty: 5102.949707
	Iteration 60F: 3 clusters Score -3781418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3781421.500000 Penalty: 5102.949707
	Iteration 61Q: 3 clusters Score -3781422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3781430.250000 Penalty: 5102.949707
	Iteration 62Q: 3 clusters Score -3781430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3781428.000000 Penalty: 5102.949707
	Iteration 63Q: 3 clusters Score -3781428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3781436.000000 Penalty: 5102.949707
	Iteration 64Q: 3 clusters Score -3781436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3781437.250000 Penalty: 5102.949707
	Iteration 65Q: 3 clusters Score -3781437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3781444.000000 Penalty: 5102.949707
	Iteration 66Q: 3 clusters Score -3781444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3781443.000000 Penalty: 5102.949707
	Iteration 67Q: 3 clusters Score -3781443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3781450.250000 Penalty: 5102.949707
	Iteration 68Q: 3 clusters Score -3781450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3781451.250000 Penalty: 5102.949707
	Iteration 69Q: 3 clusters Score -3781451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3781452.250000 Penalty: 5102.949707
	Iteration 70Q: 3 clusters Score -3781452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3781454.250000 Penalty: 5102.949707
	Iteration 71Q: 3 clusters Score -3781454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3781453.500000 Penalty: 5102.949707
	Iteration 72Q: 3 clusters Score -3781454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3781454.750000 Penalty: 5102.949707
	Iteration 73Q: 3 clusters Score -3781455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3781454.000000 Penalty: 5102.949707
	Iteration 74Q: 3 clusters Score -3781454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3781452.750000 Penalty: 5102.949707
	Iteration 75Q: 3 clusters Score -3781453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3781453.250000 Penalty: 5102.949707
	Iteration 76Q: 3 clusters Score -3781453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3781450.750000 Penalty: 5102.949707
	Iteration 77Q: 3 clusters Score -3781451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3781450.750000 Penalty: 5102.949707
	Iteration 78F: 3 clusters Score -3781451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Entering Unmasked Estep 
Score: -198701.437500 Penalty: 1845.156372
	Iteration 0F: 2 clusters Score -198701.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -196280.984375 Penalty: 3690.312744
	Iteration 0F: 3 clusters Score -196281 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -196696.015625 Penalty: 3690.312744
	Iteration 1F: 3 clusters Score -196696 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -196843.562500 Penalty: 3690.312744
	Iteration 2F: 3 clusters Score -196843.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -196923.562500 Penalty: 3690.312744
	Iteration 3Q: 3 clusters Score -196923.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -196978.296875 Penalty: 3690.312744
	Iteration 4Q: 3 clusters Score -196978.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -197020.218750 Penalty: 3690.312744
	Iteration 5Q: 3 clusters Score -197020.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -197058.375000 Penalty: 3690.312744
	Iteration 6Q: 3 clusters Score -197058.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -197082.171875 Penalty: 3690.312744
	Iteration 7Q: 3 clusters Score -197082.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -197105.406250 Penalty: 3690.312744
	Iteration 8Q: 3 clusters Score -197105.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -197131.140625 Penalty: 3690.312744
	Iteration 9Q: 3 clusters Score -197131.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -197166.015625 Penalty: 3690.312744
	Iteration 10Q: 3 clusters Score -197166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -197193.265625 Penalty: 3690.312744
	Iteration 11Q: 3 clusters Score -197193.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -197221.906250 Penalty: 3690.312744
	Iteration 12Q: 3 clusters Score -197221.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -197237.718750 Penalty: 3690.312744
	Iteration 13Q: 3 clusters Score -197237.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -197265.781250 Penalty: 3690.312744
	Iteration 14Q: 3 clusters Score -197265.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -197291.484375 Penalty: 3690.312744
	Iteration 15Q: 3 clusters Score -197291.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -197311.078125 Penalty: 3690.312744
	Iteration 16Q: 3 clusters Score -197311.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -197335.218750 Penalty: 3690.312744
	Iteration 17Q: 3 clusters Score -197335.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -197370.421875 Penalty: 3690.312744
	Iteration 18Q: 3 clusters Score -197370.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -197402.656250 Penalty: 3690.312744
	Iteration 19Q: 3 clusters Score -197402.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -197436.421875 Penalty: 3690.312744
	Iteration 20F: 3 clusters Score -197436.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -197474.765625 Penalty: 3690.312744
	Iteration 21Q: 3 clusters Score -197474.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -197527.390625 Penalty: 3690.312744
	Iteration 22Q: 3 clusters Score -197527.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -197613.015625 Penalty: 3690.312744
	Iteration 23Q: 3 clusters Score -197613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -197684.250000 Penalty: 3690.312744
	Iteration 24Q: 3 clusters Score -197684.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -197767.093750 Penalty: 3690.312744
	Iteration 25Q: 3 clusters Score -197767.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -197833.843750 Penalty: 3690.312744
	Iteration 26Q: 3 clusters Score -197833.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -197870.125000 Penalty: 3690.312744
	Iteration 27Q: 3 clusters Score -197870.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -197894.984375 Penalty: 3690.312744
	Iteration 28Q: 3 clusters Score -197895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -197921.828125 Penalty: 3690.312744
	Iteration 29Q: 3 clusters Score -197921.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -197959.906250 Penalty: 3690.312744
	Iteration 30Q: 3 clusters Score -197959.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -197987.171875 Penalty: 3690.312744
	Iteration 31Q: 3 clusters Score -197987.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -198002.718750 Penalty: 3690.312744
	Iteration 32Q: 3 clusters Score -198002.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -198016.375000 Penalty: 3690.312744
	Iteration 33Q: 3 clusters Score -198016.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -198024.921875 Penalty: 3690.312744
	Iteration 34Q: 3 clusters Score -198024.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -198037.921875 Penalty: 3690.312744
	Iteration 35Q: 3 clusters Score -198037.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -198045.609375 Penalty: 3690.312744
	Iteration 36Q: 3 clusters Score -198045.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -198049.156250 Penalty: 3690.312744
	Iteration 37Q: 3 clusters Score -198049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -198052.046875 Penalty: 3690.312744
	Iteration 38Q: 3 clusters Score -198052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -198054.187500 Penalty: 3690.312744
	Iteration 39Q: 3 clusters Score -198054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -198058.390625 Penalty: 3690.312744
	Iteration 40F: 3 clusters Score -198058.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -198061.843750 Penalty: 3690.312744
	Iteration 41Q: 3 clusters Score -198061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -198062.562500 Penalty: 3690.312744
	Iteration 42Q: 3 clusters Score -198062.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -198062.562500 Penalty: 3690.312744
	Iteration 43F: 3 clusters Score -198062.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Entering Unmasked Estep 
Score: -949687.062500 Penalty: 2221.175049
	Iteration 0F: 2 clusters Score -949687.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -943432.250000 Penalty: 4442.350098
	Iteration 0F: 3 clusters Score -943432.2 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -945131.187500 Penalty: 4442.350098
	Iteration 1F: 3 clusters Score -945131.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -945401.812500 Penalty: 4442.350098
	Iteration 2F: 3 clusters Score -945401.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -945594.687500 Penalty: 4442.350098
	Iteration 3Q: 3 clusters Score -945594.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -945748.937500 Penalty: 4442.350098
	Iteration 4Q: 3 clusters Score -945748.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -945904.437500 Penalty: 4442.350098
	Iteration 5Q: 3 clusters Score -945904.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -946063.687500 Penalty: 4442.350098
	Iteration 6Q: 3 clusters Score -946063.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -946243.062500 Penalty: 4442.350098
	Iteration 7Q: 3 clusters Score -946243.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -946457.500000 Penalty: 4442.350098
	Iteration 8Q: 3 clusters Score -946457.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -946713.375000 Penalty: 4442.350098
	Iteration 9Q: 3 clusters Score -946713.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -946993.375000 Penalty: 4442.350098
	Iteration 10F: 3 clusters Score -946993.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -947241.437500 Penalty: 4442.350098
	Iteration 11Q: 3 clusters Score -947241.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -947410.062500 Penalty: 4442.350098
	Iteration 12Q: 3 clusters Score -947410.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -947543.125000 Penalty: 4442.350098
	Iteration 13Q: 3 clusters Score -947543.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -947659.375000 Penalty: 4442.350098
	Iteration 14Q: 3 clusters Score -947659.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -947732.625000 Penalty: 4442.350098
	Iteration 15Q: 3 clusters Score -947732.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -947791.500000 Penalty: 4442.350098
	Iteration 16Q: 3 clusters Score -947791.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -947838.250000 Penalty: 4442.350098
	Iteration 17Q: 3 clusters Score -947838.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -947857.937500 Penalty: 4442.350098
	Iteration 18Q: 3 clusters Score -947857.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -947873.312500 Penalty: 4442.350098
	Iteration 19Q: 3 clusters Score -947873.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -947895.687500 Penalty: 4442.350098
	Iteration 20F: 3 clusters Score -947895.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -947915.562500 Penalty: 4442.350098
	Iteration 21Q: 3 clusters Score -947915.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -947927.312500 Penalty: 4442.350098
	Iteration 22Q: 3 clusters Score -947927.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -947944.687500 Penalty: 4442.350098
	Iteration 23Q: 3 clusters Score -947944.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -947954.125000 Penalty: 4442.350098
	Iteration 24Q: 3 clusters Score -947954.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -947966.500000 Penalty: 4442.350098
	Iteration 25Q: 3 clusters Score -947966.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -947975.687500 Penalty: 4442.350098
	Iteration 26Q: 3 clusters Score -947975.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -947982.687500 Penalty: 4442.350098
	Iteration 27Q: 3 clusters Score -947982.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -947993.062500 Penalty: 4442.350098
	Iteration 28Q: 3 clusters Score -947993.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -947996.000000 Penalty: 4442.350098
	Iteration 29Q: 3 clusters Score -947996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -947998.687500 Penalty: 4442.350098
	Iteration 30Q: 3 clusters Score -947998.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -948003.625000 Penalty: 4442.350098
	Iteration 31Q: 3 clusters Score -948003.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -948007.312500 Penalty: 4442.350098
	Iteration 32Q: 3 clusters Score -948007.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -948009.625000 Penalty: 4442.350098
	Iteration 33Q: 3 clusters Score -948009.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -948019.000000 Penalty: 4442.350098
	Iteration 34Q: 3 clusters Score -948019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -948023.687500 Penalty: 4442.350098
	Iteration 35Q: 3 clusters Score -948023.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -948029.875000 Penalty: 4442.350098
	Iteration 36Q: 3 clusters Score -948029.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -948035.437500 Penalty: 4442.350098
	Iteration 37Q: 3 clusters Score -948035.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -948036.687500 Penalty: 4442.350098
	Iteration 38Q: 3 clusters Score -948036.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -948041.125000 Penalty: 4442.350098
	Iteration 39Q: 3 clusters Score -948041.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -948045.625000 Penalty: 4442.350098
	Iteration 40F: 3 clusters Score -948045.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -948049.187500 Penalty: 4442.350098
	Iteration 41Q: 3 clusters Score -948049.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -948054.750000 Penalty: 4442.350098
	Iteration 42Q: 3 clusters Score -948054.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -948063.437500 Penalty: 4442.350098
	Iteration 43Q: 3 clusters Score -948063.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -948070.000000 Penalty: 4442.350098
	Iteration 44Q: 3 clusters Score -948070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -948077.000000 Penalty: 4442.350098
	Iteration 45Q: 3 clusters Score -948077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -948087.000000 Penalty: 4442.350098
	Iteration 46Q: 3 clusters Score -948087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -948087.250000 Penalty: 4442.350098
	Iteration 47Q: 3 clusters Score -948087.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -948091.125000 Penalty: 4442.350098
	Iteration 48Q: 3 clusters Score -948091.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -948091.562500 Penalty: 4442.350098
	Iteration 49Q: 3 clusters Score -948091.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -948093.000000 Penalty: 4442.350098
	Iteration 50Q: 3 clusters Score -948093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -948094.250000 Penalty: 4442.350098
	Iteration 51Q: 3 clusters Score -948094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -948093.312500 Penalty: 4442.350098
	Iteration 52Q: 3 clusters Score -948093.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -948094.437500 Penalty: 4442.350098
	Iteration 53Q: 3 clusters Score -948094.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -948094.750000 Penalty: 4442.350098
	Iteration 54Q: 3 clusters Score -948094.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -948095.187500 Penalty: 4442.350098
	Iteration 55Q: 3 clusters Score -948095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -948096.687500 Penalty: 4442.350098
	Iteration 56Q: 3 clusters Score -948096.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -948096.062500 Penalty: 4442.350098
	Iteration 57Q: 3 clusters Score -948096.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -948096.062500 Penalty: 4442.350098
	Iteration 58F: 3 clusters Score -948096.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -60161.585938 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -60161.59 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 260 members 
Entering Unmasked Estep 
Score: -58616.429688 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -58616.43 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58791.933594 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -58791.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58867.441406 Penalty: 3097.106689
	Iteration 2Q: 3 clusters Score -58867.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58944.507812 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -58944.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58971.878906 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -58971.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58984.847656 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -58984.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58989.660156 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -58989.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58989.660156 Penalty: 3097.106689
	Iteration 7F: 3 clusters Score -58989.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -290344.656250 Penalty: 1922.152466
	Iteration 0F: 2 clusters Score -290344.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -287494.468750 Penalty: 3844.304932
	Iteration 0F: 3 clusters Score -287494.5 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -288038.343750 Penalty: 3844.304932
	Iteration 1F: 3 clusters Score -288038.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -288200.281250 Penalty: 3844.304932
	Iteration 2F: 3 clusters Score -288200.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -288293.562500 Penalty: 3844.304932
	Iteration 3Q: 3 clusters Score -288293.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -288356.843750 Penalty: 3844.304932
	Iteration 4Q: 3 clusters Score -288356.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -288400.875000 Penalty: 3844.304932
	Iteration 5Q: 3 clusters Score -288400.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -288443.500000 Penalty: 3844.304932
	Iteration 6Q: 3 clusters Score -288443.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -288475.625000 Penalty: 3844.304932
	Iteration 7Q: 3 clusters Score -288475.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -288497.062500 Penalty: 3844.304932
	Iteration 8Q: 3 clusters Score -288497.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -288515.562500 Penalty: 3844.304932
	Iteration 9Q: 3 clusters Score -288515.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -288528.906250 Penalty: 3844.304932
	Iteration 10Q: 3 clusters Score -288528.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -288539.468750 Penalty: 3844.304932
	Iteration 11Q: 3 clusters Score -288539.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -288546.218750 Penalty: 3844.304932
	Iteration 12Q: 3 clusters Score -288546.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -288549.406250 Penalty: 3844.304932
	Iteration 13Q: 3 clusters Score -288549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -288550.375000 Penalty: 3844.304932
	Iteration 14Q: 3 clusters Score -288550.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -288552.250000 Penalty: 3844.304932
	Iteration 15Q: 3 clusters Score -288552.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -288553.781250 Penalty: 3844.304932
	Iteration 16Q: 3 clusters Score -288553.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -288557.312500 Penalty: 3844.304932
	Iteration 17Q: 3 clusters Score -288557.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -288559.562500 Penalty: 3844.304932
	Iteration 18Q: 3 clusters Score -288559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -288559.312500 Penalty: 3844.304932
	Iteration 19Q: 3 clusters Score -288559.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -288560.468750 Penalty: 3844.304932
	Iteration 20F: 3 clusters Score -288560.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -288561.187500 Penalty: 3844.304932
	Iteration 21Q: 3 clusters Score -288561.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -288561.625000 Penalty: 3844.304932
	Iteration 22Q: 3 clusters Score -288561.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -288562.093750 Penalty: 3844.304932
	Iteration 23Q: 3 clusters Score -288562.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -288562.093750 Penalty: 3844.304932
	Iteration 24F: 3 clusters Score -288562.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -225168.984375 Penalty: 1860.542236
	Iteration 0F: 2 clusters Score -225169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -222673.671875 Penalty: 3721.084473
	Iteration 0F: 3 clusters Score -222673.7 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -223093.734375 Penalty: 3721.084473
	Iteration 1F: 3 clusters Score -223093.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -223228.515625 Penalty: 3721.084473
	Iteration 2F: 3 clusters Score -223228.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -223289.171875 Penalty: 3721.084473
	Iteration 3Q: 3 clusters Score -223289.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -223323.546875 Penalty: 3721.084473
	Iteration 4Q: 3 clusters Score -223323.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -223355.421875 Penalty: 3721.084473
	Iteration 5Q: 3 clusters Score -223355.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -223374.609375 Penalty: 3721.084473
	Iteration 6Q: 3 clusters Score -223374.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -223388.921875 Penalty: 3721.084473
	Iteration 7Q: 3 clusters Score -223388.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -223401.109375 Penalty: 3721.084473
	Iteration 8Q: 3 clusters Score -223401.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -223413.078125 Penalty: 3721.084473
	Iteration 9Q: 3 clusters Score -223413.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -223420.875000 Penalty: 3721.084473
	Iteration 10Q: 3 clusters Score -223420.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -223428.312500 Penalty: 3721.084473
	Iteration 11Q: 3 clusters Score -223428.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -223442.062500 Penalty: 3721.084473
	Iteration 12Q: 3 clusters Score -223442.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -223457.265625 Penalty: 3721.084473
	Iteration 13Q: 3 clusters Score -223457.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -223475.093750 Penalty: 3721.084473
	Iteration 14Q: 3 clusters Score -223475.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -223486.312500 Penalty: 3721.084473
	Iteration 15Q: 3 clusters Score -223486.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -223494.218750 Penalty: 3721.084473
	Iteration 16Q: 3 clusters Score -223494.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -223501.328125 Penalty: 3721.084473
	Iteration 17Q: 3 clusters Score -223501.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -223507.406250 Penalty: 3721.084473
	Iteration 18Q: 3 clusters Score -223507.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -223514.281250 Penalty: 3721.084473
	Iteration 19Q: 3 clusters Score -223514.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -223518.421875 Penalty: 3721.084473
	Iteration 20F: 3 clusters Score -223518.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -223522.390625 Penalty: 3721.084473
	Iteration 21Q: 3 clusters Score -223522.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -223524.578125 Penalty: 3721.084473
	Iteration 22Q: 3 clusters Score -223524.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -223527.453125 Penalty: 3721.084473
	Iteration 23Q: 3 clusters Score -223527.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -223529.921875 Penalty: 3721.084473
	Iteration 24Q: 3 clusters Score -223529.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -223531.906250 Penalty: 3721.084473
	Iteration 25Q: 3 clusters Score -223531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -223533.328125 Penalty: 3721.084473
	Iteration 26Q: 3 clusters Score -223533.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -223533.656250 Penalty: 3721.084473
	Iteration 27Q: 3 clusters Score -223533.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -223533.656250 Penalty: 3721.084473
	Iteration 28F: 3 clusters Score -223533.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (87393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87393 members 
Entering Unmasked Estep 
Score: -11244856.000000 Penalty: 2821.786133
	Iteration 0F: 2 clusters Score -1.124486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -11186580.000000 Penalty: 5643.572266
	Iteration 0F: 3 clusters Score -1.118658e+07 nChanged 41067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -11210088.000000 Penalty: 5643.572266
	Iteration 1F: 3 clusters Score -1.121009e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -11211178.000000 Penalty: 5643.572266
	Iteration 2Q: 3 clusters Score -1.121118e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -11212632.000000 Penalty: 5643.572266
	Iteration 3Q: 3 clusters Score -1.121263e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -11214686.000000 Penalty: 5643.572266
	Iteration 4Q: 3 clusters Score -1.121469e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -11217695.000000 Penalty: 5643.572266
	Iteration 5F: 3 clusters Score -1.12177e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -11222110.000000 Penalty: 5643.572266
	Iteration 6F: 3 clusters Score -1.122211e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -11227197.000000 Penalty: 5643.572266
	Iteration 7F: 3 clusters Score -1.12272e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -11230920.000000 Penalty: 5643.572266
	Iteration 8F: 3 clusters Score -1.123092e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -11232533.000000 Penalty: 5643.572266
	Iteration 9Q: 3 clusters Score -1.123253e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -11233132.000000 Penalty: 5643.572266
	Iteration 10Q: 3 clusters Score -1.123313e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -11233515.000000 Penalty: 5643.572266
	Iteration 11Q: 3 clusters Score -1.123352e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -11233872.000000 Penalty: 5643.572266
	Iteration 12Q: 3 clusters Score -1.123387e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -11234258.000000 Penalty: 5643.572266
	Iteration 13Q: 3 clusters Score -1.123426e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 57998 members 
Entering Unmasked Estep 
Score: -11234591.000000 Penalty: 5643.572266
	Iteration 14Q: 3 clusters Score -1.123459e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -11234942.000000 Penalty: 5643.572266
	Iteration 15Q: 3 clusters Score -1.123494e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -11235270.000000 Penalty: 5643.572266
	Iteration 16Q: 3 clusters Score -1.123527e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -11235544.000000 Penalty: 5643.572266
	Iteration 17Q: 3 clusters Score -1.123554e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -11235835.000000 Penalty: 5643.572266
	Iteration 18Q: 3 clusters Score -1.123584e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 62717 members 
Entering Unmasked Estep 
Score: -11236105.000000 Penalty: 5643.572266
	Iteration 19Q: 3 clusters Score -1.12361e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 63695 members 
Entering Unmasked Estep 
Score: -11236401.000000 Penalty: 5643.572266
	Iteration 20F: 3 clusters Score -1.12364e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 64669 members 
Entering Unmasked Estep 
Score: -11236677.000000 Penalty: 5643.572266
	Iteration 21Q: 3 clusters Score -1.123668e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
Score: -11236914.000000 Penalty: 5643.572266
	Iteration 22Q: 3 clusters Score -1.123691e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
Score: -11237209.000000 Penalty: 5643.572266
	Iteration 23Q: 3 clusters Score -1.123721e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 67541 members 
Entering Unmasked Estep 
Score: -11237455.000000 Penalty: 5643.572266
	Iteration 24Q: 3 clusters Score -1.123746e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 68491 members 
Entering Unmasked Estep 
Score: -11237722.000000 Penalty: 5643.572266
	Iteration 25Q: 3 clusters Score -1.123772e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -11237980.000000 Penalty: 5643.572266
	Iteration 26Q: 3 clusters Score -1.123798e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 70296 members 
Entering Unmasked Estep 
Score: -11238235.000000 Penalty: 5643.572266
	Iteration 27Q: 3 clusters Score -1.123824e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -11238492.000000 Penalty: 5643.572266
	Iteration 28Q: 3 clusters Score -1.123849e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -11238719.000000 Penalty: 5643.572266
	Iteration 29Q: 3 clusters Score -1.123872e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 72967 members 
Entering Unmasked Estep 
Score: -11239030.000000 Penalty: 5643.572266
	Iteration 30Q: 3 clusters Score -1.123903e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -11239254.000000 Penalty: 5643.572266
	Iteration 31Q: 3 clusters Score -1.123925e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 74719 members 
Entering Unmasked Estep 
Score: -11239537.000000 Penalty: 5643.572266
	Iteration 32Q: 3 clusters Score -1.123954e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -11239812.000000 Penalty: 5643.572266
	Iteration 33Q: 3 clusters Score -1.123981e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 76404 members 
Entering Unmasked Estep 
Score: -11240052.000000 Penalty: 5643.572266
	Iteration 34Q: 3 clusters Score -1.124005e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 77150 members 
Entering Unmasked Estep 
Score: -11240261.000000 Penalty: 5643.572266
	Iteration 35Q: 3 clusters Score -1.124026e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -11240495.000000 Penalty: 5643.572266
	Iteration 36Q: 3 clusters Score -1.12405e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 78604 members 
Entering Unmasked Estep 
Score: -11240761.000000 Penalty: 5643.572266
	Iteration 37Q: 3 clusters Score -1.124076e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -11240957.000000 Penalty: 5643.572266
	Iteration 38Q: 3 clusters Score -1.124096e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -11241214.000000 Penalty: 5643.572266
	Iteration 39Q: 3 clusters Score -1.124121e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -11241365.000000 Penalty: 5643.572266
	Iteration 40F: 3 clusters Score -1.124136e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -11241483.000000 Penalty: 5643.572266
	Iteration 41Q: 3 clusters Score -1.124148e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -11241636.000000 Penalty: 5643.572266
	Iteration 42Q: 3 clusters Score -1.124164e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 81700 members 
Entering Unmasked Estep 
Score: -11241811.000000 Penalty: 5643.572266
	Iteration 43Q: 3 clusters Score -1.124181e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 82086 members 
Entering Unmasked Estep 
Score: -11241903.000000 Penalty: 5643.572266
	Iteration 44Q: 3 clusters Score -1.12419e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 82411 members 
Entering Unmasked Estep 
Score: -11241946.000000 Penalty: 5643.572266
	Iteration 45Q: 3 clusters Score -1.124195e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 82727 members 
Entering Unmasked Estep 
Score: -11242064.000000 Penalty: 5643.572266
	Iteration 46Q: 3 clusters Score -1.124206e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 82996 members 
Entering Unmasked Estep 
Score: -11242098.000000 Penalty: 5643.572266
	Iteration 47Q: 3 clusters Score -1.12421e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 83252 members 
Entering Unmasked Estep 
Score: -11242181.000000 Penalty: 5643.572266
	Iteration 48Q: 3 clusters Score -1.124218e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -11242265.000000 Penalty: 5643.572266
	Iteration 49Q: 3 clusters Score -1.124226e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 83719 members 
Entering Unmasked Estep 
Score: -11242353.000000 Penalty: 5643.572266
	Iteration 50Q: 3 clusters Score -1.124235e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -11242403.000000 Penalty: 5643.572266
	Iteration 51Q: 3 clusters Score -1.12424e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 84111 members 
Entering Unmasked Estep 
Score: -11242434.000000 Penalty: 5643.572266
	Iteration 52Q: 3 clusters Score -1.124243e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 84284 members 
Entering Unmasked Estep 
Score: -11242471.000000 Penalty: 5643.572266
	Iteration 53Q: 3 clusters Score -1.124247e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 84426 members 
Entering Unmasked Estep 
Score: -11242500.000000 Penalty: 5643.572266
	Iteration 54Q: 3 clusters Score -1.12425e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 84551 members 
Entering Unmasked Estep 
Score: -11242560.000000 Penalty: 5643.572266
	Iteration 55Q: 3 clusters Score -1.124256e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -11242580.000000 Penalty: 5643.572266
	Iteration 56Q: 3 clusters Score -1.124258e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 84779 members 
Entering Unmasked Estep 
Score: -11242607.000000 Penalty: 5643.572266
	Iteration 57Q: 3 clusters Score -1.124261e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -11242629.000000 Penalty: 5643.572266
	Iteration 58Q: 3 clusters Score -1.124263e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 84944 members 
Entering Unmasked Estep 
Score: -11242640.000000 Penalty: 5643.572266
	Iteration 59Q: 3 clusters Score -1.124264e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 85015 members 
Entering Unmasked Estep 
Score: -11242651.000000 Penalty: 5643.572266
	Iteration 60F: 3 clusters Score -1.124265e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -11242667.000000 Penalty: 5643.572266
	Iteration 61Q: 3 clusters Score -1.124267e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 85122 members 
Entering Unmasked Estep 
Score: -11242672.000000 Penalty: 5643.572266
	Iteration 62Q: 3 clusters Score -1.124267e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 85173 members 
Entering Unmasked Estep 
Score: -11242664.000000 Penalty: 5643.572266
	Iteration 63Q: 3 clusters Score -1.124266e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 85205 members 
Entering Unmasked Estep 
Score: -11242649.000000 Penalty: 5643.572266
	Iteration 64Q: 3 clusters Score -1.124265e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 85231 members 
Entering Unmasked Estep 
Score: -11242673.000000 Penalty: 5643.572266
	Iteration 65Q: 3 clusters Score -1.124267e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 85253 members 
Entering Unmasked Estep 
Score: -11242678.000000 Penalty: 5643.572266
	Iteration 66Q: 3 clusters Score -1.124268e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 85278 members 
Entering Unmasked Estep 
Score: -11242688.000000 Penalty: 5643.572266
	Iteration 67Q: 3 clusters Score -1.124269e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 85303 members 
Entering Unmasked Estep 
Score: -11242704.000000 Penalty: 5643.572266
	Iteration 68Q: 3 clusters Score -1.12427e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 85330 members 
Entering Unmasked Estep 
Score: -11242694.000000 Penalty: 5643.572266
	Iteration 69Q: 3 clusters Score -1.124269e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 85352 members 
Entering Unmasked Estep 
Score: -11242690.000000 Penalty: 5643.572266
	Iteration 70Q: 3 clusters Score -1.124269e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 85377 members 
Entering Unmasked Estep 
Score: -11242703.000000 Penalty: 5643.572266
	Iteration 71Q: 3 clusters Score -1.12427e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -11242724.000000 Penalty: 5643.572266
	Iteration 72Q: 3 clusters Score -1.124272e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 85436 members 
Entering Unmasked Estep 
Score: -11242702.000000 Penalty: 5643.572266
	Iteration 73Q: 3 clusters Score -1.12427e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 85455 members 
Entering Unmasked Estep 
Score: -11242715.000000 Penalty: 5643.572266
	Iteration 74Q: 3 clusters Score -1.124272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 85476 members 
Entering Unmasked Estep 
Score: -11242722.000000 Penalty: 5643.572266
	Iteration 75Q: 3 clusters Score -1.124272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 85495 members 
Entering Unmasked Estep 
Score: -11242724.000000 Penalty: 5643.572266
	Iteration 76Q: 3 clusters Score -1.124272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 85508 members 
Entering Unmasked Estep 
Score: -11242727.000000 Penalty: 5643.572266
	Iteration 77Q: 3 clusters Score -1.124273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -11242725.000000 Penalty: 5643.572266
	Iteration 78Q: 3 clusters Score -1.124272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 85536 members 
Entering Unmasked Estep 
Score: -11242735.000000 Penalty: 5643.572266
	Iteration 79Q: 3 clusters Score -1.124274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -11242727.000000 Penalty: 5643.572266
	Iteration 80F: 3 clusters Score -1.124273e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 85571 members 
Entering Unmasked Estep 
Score: -11242735.000000 Penalty: 5643.572266
	Iteration 81Q: 3 clusters Score -1.124274e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 85589 members 
Entering Unmasked Estep 
Score: -11242745.000000 Penalty: 5643.572266
	Iteration 82Q: 3 clusters Score -1.124274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
Score: -11242749.000000 Penalty: 5643.572266
	Iteration 83Q: 3 clusters Score -1.124275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 85603 members 
Entering Unmasked Estep 
Score: -11242760.000000 Penalty: 5643.572266
	Iteration 84Q: 3 clusters Score -1.124276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 85608 members 
Entering Unmasked Estep 
Score: -11242761.000000 Penalty: 5643.572266
	Iteration 85Q: 3 clusters Score -1.124276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 85613 members 
Entering Unmasked Estep 
Score: -11242760.000000 Penalty: 5643.572266
	Iteration 86Q: 3 clusters Score -1.124276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 85616 members 
Entering Unmasked Estep 
Score: -11242765.000000 Penalty: 5643.572266
	Iteration 87Q: 3 clusters Score -1.124276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 85617 members 
Entering Unmasked Estep 
Score: -11242760.000000 Penalty: 5643.572266
	Iteration 88Q: 3 clusters Score -1.124276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -11242757.000000 Penalty: 5643.572266
	Iteration 89Q: 3 clusters Score -1.124276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 85621 members 
Entering Unmasked Estep 
Score: -11242758.000000 Penalty: 5643.572266
	Iteration 90Q: 3 clusters Score -1.124276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 85623 members 
Entering Unmasked Estep 
Score: -11242758.000000 Penalty: 5643.572266
	Iteration 91Q: 3 clusters Score -1.124276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 85625 members 
Entering Unmasked Estep 
Score: -11242752.000000 Penalty: 5643.572266
	Iteration 92Q: 3 clusters Score -1.124275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 85627 members 
Entering Unmasked Estep 
Score: -11242752.000000 Penalty: 5643.572266
	Iteration 93Q: 3 clusters Score -1.124275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -11242751.000000 Penalty: 5643.572266
	Iteration 94Q: 3 clusters Score -1.124275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -11242751.000000 Penalty: 5643.572266
	Iteration 95F: 3 clusters Score -1.124275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -58819.402344 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -58819.4 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 283 members 
Entering Unmasked Estep 
Score: -57288.664062 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -57288.66 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57543.433594 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -57543.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57722.593750 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -57722.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57812.398438 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -57812.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57891.242188 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -57891.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57970.546875 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -57970.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58158.382812 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -58158.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58311.539062 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -58311.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58386.976562 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -58386.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58403.632812 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -58403.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58406.621094 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -58406.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58411.503906 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -58411.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58413.726562 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -58413.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58413.726562 Penalty: 3127.006592
	Iteration 13F: 3 clusters Score -58413.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -44580.093750 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -44580.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43176.382812 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -43176.38 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43481.503906 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -43481.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43764.796875 Penalty: 3046.450439
	Iteration 2F: 3 clusters Score -43764.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43907.218750 Penalty: 3046.450439
	Iteration 3F: 3 clusters Score -43907.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43946.605469 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -43946.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43952.457031 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -43952.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43971.949219 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -43971.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43986.710938 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -43986.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44004.207031 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -44004.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44020.828125 Penalty: 3046.450439
	Iteration 9Q: 3 clusters Score -44020.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44039.273438 Penalty: 3046.450439
	Iteration 10Q: 3 clusters Score -44039.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44041.566406 Penalty: 3046.450439
	Iteration 11Q: 3 clusters Score -44041.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44041.566406 Penalty: 3046.450439
	Iteration 12F: 3 clusters Score -44041.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -51650.121094 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -51650.12 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 233 members 
Entering Unmasked Estep 
Score: -50148.902344 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -50148.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50350.867188 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -50350.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50411.921875 Penalty: 3053.861572
	Iteration 2F: 3 clusters Score -50411.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50440.511719 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -50440.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50474.011719 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -50474.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50498.105469 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -50498.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50507.597656 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -50507.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50521.437500 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -50521.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50534.597656 Penalty: 3053.861572
	Iteration 8Q: 3 clusters Score -50534.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50550.933594 Penalty: 3053.861572
	Iteration 9Q: 3 clusters Score -50550.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50570.519531 Penalty: 3053.861572
	Iteration 10Q: 3 clusters Score -50570.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50578.695312 Penalty: 3053.861572
	Iteration 11Q: 3 clusters Score -50578.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50585.035156 Penalty: 3053.861572
	Iteration 12Q: 3 clusters Score -50585.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50598.121094 Penalty: 3053.861572
	Iteration 13Q: 3 clusters Score -50598.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50628.527344 Penalty: 3053.861572
	Iteration 14Q: 3 clusters Score -50628.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50636.554688 Penalty: 3053.861572
	Iteration 15Q: 3 clusters Score -50636.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50644.562500 Penalty: 3053.861572
	Iteration 16Q: 3 clusters Score -50644.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50656.261719 Penalty: 3053.861572
	Iteration 17Q: 3 clusters Score -50656.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50672.148438 Penalty: 3053.861572
	Iteration 18Q: 3 clusters Score -50672.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50701.917969 Penalty: 3053.861572
	Iteration 19Q: 3 clusters Score -50701.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50727.433594 Penalty: 3053.861572
	Iteration 20F: 3 clusters Score -50727.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50746.429688 Penalty: 3053.861572
	Iteration 21Q: 3 clusters Score -50746.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50771.851562 Penalty: 3053.861572
	Iteration 22Q: 3 clusters Score -50771.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50795.972656 Penalty: 3053.861572
	Iteration 23Q: 3 clusters Score -50795.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50814.980469 Penalty: 3053.861572
	Iteration 24Q: 3 clusters Score -50814.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50932.738281 Penalty: 3053.861572
	Iteration 25Q: 3 clusters Score -50932.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50984.761719 Penalty: 3053.861572
	Iteration 26Q: 3 clusters Score -50984.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51002.816406 Penalty: 3053.861572
	Iteration 27Q: 3 clusters Score -51002.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51017.566406 Penalty: 3053.861572
	Iteration 28Q: 3 clusters Score -51017.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51022.812500 Penalty: 3053.861572
	Iteration 29Q: 3 clusters Score -51022.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51022.812500 Penalty: 3053.861572
	Iteration 30F: 3 clusters Score -51022.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -33007.183594 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -33007.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31771.039062 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -31771.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31961.152344 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -31961.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31999.693359 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -31999.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32038.937500 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -32038.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32059.941406 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -32059.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32063.628906 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -32063.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32067.613281 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -32067.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32070.064453 Penalty: 2865.715576
	Iteration 7Q: 3 clusters Score -32070.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32075.314453 Penalty: 2865.715576
	Iteration 8Q: 3 clusters Score -32075.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32075.314453 Penalty: 2865.715576
	Iteration 9F: 3 clusters Score -32075.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157606 members 
Mstep: Class 3 contains 188667 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 153688 members 
Mstep: Class 8 contains 79886 members 
Mstep: Class 9 contains 152112 members 
Mstep: Class 10 contains 82048 members 
Mstep: Class 11 contains 87818 members 
Mstep: Class 12 contains 166319 members 
Mstep: Class 13 contains 77532 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87393 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336928.000000 Penalty: 83749.968750
Iteration 279Q: 25 clusters Score -1.613369e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157608 members 
Mstep: Class 3 contains 188667 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153689 members 
Mstep: Class 8 contains 79886 members 
Mstep: Class 9 contains 152109 members 
Mstep: Class 10 contains 82049 members 
Mstep: Class 11 contains 87818 members 
Mstep: Class 12 contains 166320 members 
Mstep: Class 13 contains 77532 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87392 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336848.000000 Penalty: 83749.968750
Iteration 280F: 25 clusters Score -1.613368e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157608 members 
Mstep: Class 3 contains 188667 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153690 members 
Mstep: Class 8 contains 79885 members 
Mstep: Class 9 contains 152108 members 
Mstep: Class 10 contains 82050 members 
Mstep: Class 11 contains 87818 members 
Mstep: Class 12 contains 166321 members 
Mstep: Class 13 contains 77533 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87390 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336864.000000 Penalty: 83749.968750
Iteration 281Q: 25 clusters Score -1.613369e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157607 members 
Mstep: Class 3 contains 188669 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153691 members 
Mstep: Class 8 contains 79885 members 
Mstep: Class 9 contains 152111 members 
Mstep: Class 10 contains 82050 members 
Mstep: Class 11 contains 87817 members 
Mstep: Class 12 contains 166319 members 
Mstep: Class 13 contains 77533 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87388 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336880.000000 Penalty: 83749.968750
Iteration 282Q: 25 clusters Score -1.613369e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157607 members 
Mstep: Class 3 contains 188669 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153694 members 
Mstep: Class 8 contains 79885 members 
Mstep: Class 9 contains 152113 members 
Mstep: Class 10 contains 82051 members 
Mstep: Class 11 contains 87817 members 
Mstep: Class 12 contains 166315 members 
Mstep: Class 13 contains 77533 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87387 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336848.000000 Penalty: 83749.968750
Iteration 283Q: 25 clusters Score -1.613368e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157607 members 
Mstep: Class 3 contains 188669 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153694 members 
Mstep: Class 8 contains 79884 members 
Mstep: Class 9 contains 152116 members 
Mstep: Class 10 contains 82054 members 
Mstep: Class 11 contains 87817 members 
Mstep: Class 12 contains 166313 members 
Mstep: Class 13 contains 77532 members 
Mstep: Class 14 contains 29382 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87386 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336864.000000 Penalty: 83749.968750
Iteration 284Q: 25 clusters Score -1.613369e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157604 members 
Mstep: Class 3 contains 188674 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153696 members 
Mstep: Class 8 contains 79883 members 
Mstep: Class 9 contains 152118 members 
Mstep: Class 10 contains 82053 members 
Mstep: Class 11 contains 87818 members 
Mstep: Class 12 contains 166310 members 
Mstep: Class 13 contains 77531 members 
Mstep: Class 14 contains 29381 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87386 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336896.000000 Penalty: 83749.968750
Iteration 285Q: 25 clusters Score -1.613369e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157599 members 
Mstep: Class 3 contains 188679 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153696 members 
Mstep: Class 8 contains 79880 members 
Mstep: Class 9 contains 152120 members 
Mstep: Class 10 contains 82053 members 
Mstep: Class 11 contains 87818 members 
Mstep: Class 12 contains 166311 members 
Mstep: Class 13 contains 77531 members 
Mstep: Class 14 contains 29381 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87386 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336880.000000 Penalty: 83749.968750
Iteration 286Q: 25 clusters Score -1.613369e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157601 members 
Mstep: Class 3 contains 188680 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153702 members 
Mstep: Class 8 contains 79876 members 
Mstep: Class 9 contains 152118 members 
Mstep: Class 10 contains 82052 members 
Mstep: Class 11 contains 87817 members 
Mstep: Class 12 contains 166307 members 
Mstep: Class 13 contains 77531 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87387 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336896.000000 Penalty: 83749.968750
Iteration 287Q: 25 clusters Score -1.613369e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157603 members 
Mstep: Class 3 contains 188678 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153705 members 
Mstep: Class 8 contains 79875 members 
Mstep: Class 9 contains 152118 members 
Mstep: Class 10 contains 82052 members 
Mstep: Class 11 contains 87817 members 
Mstep: Class 12 contains 166306 members 
Mstep: Class 13 contains 77532 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87384 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336928.000000 Penalty: 83749.968750
Iteration 288Q: 25 clusters Score -1.613369e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157602 members 
Mstep: Class 3 contains 188681 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153708 members 
Mstep: Class 8 contains 79872 members 
Mstep: Class 9 contains 152119 members 
Mstep: Class 10 contains 82051 members 
Mstep: Class 11 contains 87819 members 
Mstep: Class 12 contains 166304 members 
Mstep: Class 13 contains 77533 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87381 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336944.000000 Penalty: 83749.968750
Iteration 289Q: 25 clusters Score -1.613369e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157603 members 
Mstep: Class 3 contains 188684 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153707 members 
Mstep: Class 8 contains 79870 members 
Mstep: Class 9 contains 152121 members 
Mstep: Class 10 contains 82052 members 
Mstep: Class 11 contains 87822 members 
Mstep: Class 12 contains 166299 members 
Mstep: Class 13 contains 77532 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87381 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336928.000000 Penalty: 83749.968750
Iteration 290Q: 25 clusters Score -1.613369e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157603 members 
Mstep: Class 3 contains 188685 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153709 members 
Mstep: Class 8 contains 79869 members 
Mstep: Class 9 contains 152120 members 
Mstep: Class 10 contains 82052 members 
Mstep: Class 11 contains 87823 members 
Mstep: Class 12 contains 166300 members 
Mstep: Class 13 contains 77530 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87379 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336912.000000 Penalty: 83749.968750
Iteration 291Q: 25 clusters Score -1.613369e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157602 members 
Mstep: Class 3 contains 188688 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153706 members 
Mstep: Class 8 contains 79870 members 
Mstep: Class 9 contains 152122 members 
Mstep: Class 10 contains 82053 members 
Mstep: Class 11 contains 87823 members 
Mstep: Class 12 contains 166304 members 
Mstep: Class 13 contains 77530 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87373 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336896.000000 Penalty: 83749.968750
Iteration 292Q: 25 clusters Score -1.613369e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157603 members 
Mstep: Class 3 contains 188686 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153705 members 
Mstep: Class 8 contains 79869 members 
Mstep: Class 9 contains 152120 members 
Mstep: Class 10 contains 82054 members 
Mstep: Class 11 contains 87826 members 
Mstep: Class 12 contains 166309 members 
Mstep: Class 13 contains 77530 members 
Mstep: Class 14 contains 29381 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87371 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336944.000000 Penalty: 83749.968750
Iteration 293Q: 25 clusters Score -1.613369e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157603 members 
Mstep: Class 3 contains 188686 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153698 members 
Mstep: Class 8 contains 79868 members 
Mstep: Class 9 contains 152120 members 
Mstep: Class 10 contains 82055 members 
Mstep: Class 11 contains 87827 members 
Mstep: Class 12 contains 166320 members 
Mstep: Class 13 contains 77529 members 
Mstep: Class 14 contains 29381 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87367 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336896.000000 Penalty: 83749.968750
Iteration 294Q: 25 clusters Score -1.613369e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157604 members 
Mstep: Class 3 contains 188685 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153698 members 
Mstep: Class 8 contains 79866 members 
Mstep: Class 9 contains 152120 members 
Mstep: Class 10 contains 82054 members 
Mstep: Class 11 contains 87830 members 
Mstep: Class 12 contains 166321 members 
Mstep: Class 13 contains 77528 members 
Mstep: Class 14 contains 29381 members 
Mstep: Class 15 contains 1703 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87367 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336864.000000 Penalty: 83749.968750
Iteration 295Q: 25 clusters Score -1.613369e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157605 members 
Mstep: Class 3 contains 188680 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153698 members 
Mstep: Class 8 contains 79865 members 
Mstep: Class 9 contains 152119 members 
Mstep: Class 10 contains 82055 members 
Mstep: Class 11 contains 87834 members 
Mstep: Class 12 contains 166325 members 
Mstep: Class 13 contains 77527 members 
Mstep: Class 14 contains 29380 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87367 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336816.000000 Penalty: 83749.968750
Iteration 296Q: 25 clusters Score -1.613368e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157608 members 
Mstep: Class 3 contains 188675 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153698 members 
Mstep: Class 8 contains 79864 members 
Mstep: Class 9 contains 152119 members 
Mstep: Class 10 contains 82056 members 
Mstep: Class 11 contains 87832 members 
Mstep: Class 12 contains 166330 members 
Mstep: Class 13 contains 77527 members 
Mstep: Class 14 contains 29380 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87366 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336896.000000 Penalty: 83749.968750
Iteration 297Q: 25 clusters Score -1.613369e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157611 members 
Mstep: Class 3 contains 188674 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153699 members 
Mstep: Class 8 contains 79863 members 
Mstep: Class 9 contains 152117 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87831 members 
Mstep: Class 12 contains 166326 members 
Mstep: Class 13 contains 77530 members 
Mstep: Class 14 contains 29382 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87365 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336816.000000 Penalty: 83749.968750
Iteration 298Q: 25 clusters Score -1.613368e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157609 members 
Mstep: Class 3 contains 188673 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153700 members 
Mstep: Class 8 contains 79862 members 
Mstep: Class 9 contains 152115 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87834 members 
Mstep: Class 12 contains 166326 members 
Mstep: Class 13 contains 77534 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87362 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336896.000000 Penalty: 83749.968750
Iteration 299Q: 25 clusters Score -1.613369e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157609 members 
Mstep: Class 3 contains 188675 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153700 members 
Mstep: Class 8 contains 79862 members 
Mstep: Class 9 contains 152112 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87832 members 
Mstep: Class 12 contains 166330 members 
Mstep: Class 13 contains 77533 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87362 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336816.000000 Penalty: 83749.968750
Iteration 300F: 25 clusters Score -1.613368e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157608 members 
Mstep: Class 3 contains 188674 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153707 members 
Mstep: Class 8 contains 79860 members 
Mstep: Class 9 contains 152110 members 
Mstep: Class 10 contains 82056 members 
Mstep: Class 11 contains 87831 members 
Mstep: Class 12 contains 166331 members 
Mstep: Class 13 contains 77533 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87362 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336784.000000 Penalty: 83749.968750
Iteration 301Q: 25 clusters Score -1.613368e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157610 members 
Mstep: Class 3 contains 188666 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153711 members 
Mstep: Class 8 contains 79859 members 
Mstep: Class 9 contains 152110 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87831 members 
Mstep: Class 12 contains 166341 members 
Mstep: Class 13 contains 77529 members 
Mstep: Class 14 contains 29382 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87359 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336880.000000 Penalty: 83749.968750
Iteration 302Q: 25 clusters Score -1.613369e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157611 members 
Mstep: Class 3 contains 188667 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153711 members 
Mstep: Class 8 contains 79857 members 
Mstep: Class 9 contains 152107 members 
Mstep: Class 10 contains 82058 members 
Mstep: Class 11 contains 87831 members 
Mstep: Class 12 contains 166345 members 
Mstep: Class 13 contains 77529 members 
Mstep: Class 14 contains 29382 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87357 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336832.000000 Penalty: 83749.968750
Iteration 303Q: 25 clusters Score -1.613368e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157613 members 
Mstep: Class 3 contains 188664 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153716 members 
Mstep: Class 8 contains 79856 members 
Mstep: Class 9 contains 152106 members 
Mstep: Class 10 contains 82059 members 
Mstep: Class 11 contains 87832 members 
Mstep: Class 12 contains 166343 members 
Mstep: Class 13 contains 77528 members 
Mstep: Class 14 contains 29382 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87356 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336816.000000 Penalty: 83749.968750
Iteration 304Q: 25 clusters Score -1.613368e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157616 members 
Mstep: Class 3 contains 188672 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153710 members 
Mstep: Class 8 contains 79854 members 
Mstep: Class 9 contains 152106 members 
Mstep: Class 10 contains 82059 members 
Mstep: Class 11 contains 87831 members 
Mstep: Class 12 contains 166342 members 
Mstep: Class 13 contains 77527 members 
Mstep: Class 14 contains 29382 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87356 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336928.000000 Penalty: 83749.968750
Iteration 305Q: 25 clusters Score -1.613369e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157617 members 
Mstep: Class 3 contains 188669 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153712 members 
Mstep: Class 8 contains 79853 members 
Mstep: Class 9 contains 152107 members 
Mstep: Class 10 contains 82059 members 
Mstep: Class 11 contains 87830 members 
Mstep: Class 12 contains 166345 members 
Mstep: Class 13 contains 77528 members 
Mstep: Class 14 contains 29380 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87355 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336864.000000 Penalty: 83749.968750
Iteration 306Q: 25 clusters Score -1.613369e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157618 members 
Mstep: Class 3 contains 188667 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153714 members 
Mstep: Class 8 contains 79851 members 
Mstep: Class 9 contains 152107 members 
Mstep: Class 10 contains 82059 members 
Mstep: Class 11 contains 87830 members 
Mstep: Class 12 contains 166345 members 
Mstep: Class 13 contains 77530 members 
Mstep: Class 14 contains 29380 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87354 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336848.000000 Penalty: 83749.968750
Iteration 307Q: 25 clusters Score -1.613368e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157618 members 
Mstep: Class 3 contains 188666 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153715 members 
Mstep: Class 8 contains 79851 members 
Mstep: Class 9 contains 152107 members 
Mstep: Class 10 contains 82060 members 
Mstep: Class 11 contains 87830 members 
Mstep: Class 12 contains 166343 members 
Mstep: Class 13 contains 77530 members 
Mstep: Class 14 contains 29381 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87354 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336880.000000 Penalty: 83749.968750
Iteration 308Q: 25 clusters Score -1.613369e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157619 members 
Mstep: Class 3 contains 188668 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153718 members 
Mstep: Class 8 contains 79850 members 
Mstep: Class 9 contains 152108 members 
Mstep: Class 10 contains 82061 members 
Mstep: Class 11 contains 87830 members 
Mstep: Class 12 contains 166341 members 
Mstep: Class 13 contains 77529 members 
Mstep: Class 14 contains 29381 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87351 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336896.000000 Penalty: 83749.968750
Iteration 309Q: 25 clusters Score -1.613369e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157621 members 
Mstep: Class 3 contains 188667 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153722 members 
Mstep: Class 8 contains 79849 members 
Mstep: Class 9 contains 152108 members 
Mstep: Class 10 contains 82061 members 
Mstep: Class 11 contains 87830 members 
Mstep: Class 12 contains 166339 members 
Mstep: Class 13 contains 77529 members 
Mstep: Class 14 contains 29381 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87349 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336880.000000 Penalty: 83749.968750
Iteration 310Q: 25 clusters Score -1.613369e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157621 members 
Mstep: Class 3 contains 188666 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153726 members 
Mstep: Class 8 contains 79849 members 
Mstep: Class 9 contains 152108 members 
Mstep: Class 10 contains 82062 members 
Mstep: Class 11 contains 87830 members 
Mstep: Class 12 contains 166332 members 
Mstep: Class 13 contains 77530 members 
Mstep: Class 14 contains 29382 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87350 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336896.000000 Penalty: 83749.968750
Iteration 311Q: 25 clusters Score -1.613369e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157621 members 
Mstep: Class 3 contains 188663 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153728 members 
Mstep: Class 8 contains 79849 members 
Mstep: Class 9 contains 152109 members 
Mstep: Class 10 contains 82062 members 
Mstep: Class 11 contains 87830 members 
Mstep: Class 12 contains 166332 members 
Mstep: Class 13 contains 77530 members 
Mstep: Class 14 contains 29382 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87350 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336880.000000 Penalty: 83749.968750
Iteration 312Q: 25 clusters Score -1.613369e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157623 members 
Mstep: Class 3 contains 188661 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153730 members 
Mstep: Class 8 contains 79849 members 
Mstep: Class 9 contains 152108 members 
Mstep: Class 10 contains 82062 members 
Mstep: Class 11 contains 87829 members 
Mstep: Class 12 contains 166332 members 
Mstep: Class 13 contains 77531 members 
Mstep: Class 14 contains 29382 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87349 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336784.000000 Penalty: 83749.968750
Iteration 313Q: 25 clusters Score -1.613368e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157623 members 
Mstep: Class 3 contains 188656 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153733 members 
Mstep: Class 8 contains 79850 members 
Mstep: Class 9 contains 152105 members 
Mstep: Class 10 contains 82062 members 
Mstep: Class 11 contains 87830 members 
Mstep: Class 12 contains 166335 members 
Mstep: Class 13 contains 77531 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87348 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336800.000000 Penalty: 83749.968750
Iteration 314Q: 25 clusters Score -1.613368e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157624 members 
Mstep: Class 3 contains 188656 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153735 members 
Mstep: Class 8 contains 79849 members 
Mstep: Class 9 contains 152105 members 
Mstep: Class 10 contains 82060 members 
Mstep: Class 11 contains 87831 members 
Mstep: Class 12 contains 166336 members 
Mstep: Class 13 contains 77531 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87346 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336848.000000 Penalty: 83749.968750
Iteration 315Q: 25 clusters Score -1.613368e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157626 members 
Mstep: Class 3 contains 188657 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153735 members 
Mstep: Class 8 contains 79849 members 
Mstep: Class 9 contains 152101 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87832 members 
Mstep: Class 12 contains 166340 members 
Mstep: Class 13 contains 77530 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87346 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336848.000000 Penalty: 83749.968750
Iteration 316Q: 25 clusters Score -1.613368e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157627 members 
Mstep: Class 3 contains 188656 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153737 members 
Mstep: Class 8 contains 79849 members 
Mstep: Class 9 contains 152100 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87834 members 
Mstep: Class 12 contains 166338 members 
Mstep: Class 13 contains 77530 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87345 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336832.000000 Penalty: 83749.968750
Iteration 317Q: 25 clusters Score -1.613368e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157629 members 
Mstep: Class 3 contains 188656 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153736 members 
Mstep: Class 8 contains 79849 members 
Mstep: Class 9 contains 152101 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87833 members 
Mstep: Class 12 contains 166339 members 
Mstep: Class 13 contains 77529 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87344 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336816.000000 Penalty: 83749.968750
Iteration 318Q: 25 clusters Score -1.613368e+08 nChanged 6
Entering ConstructFrom: 
Score: -161336816.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -62121.195312 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -62121.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60520.992188 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -60520.99 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60880.957031 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -60880.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61096.070312 Penalty: 3172.877197
	Iteration 2F: 3 clusters Score -61096.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61304.488281 Penalty: 3172.877197
	Iteration 3F: 3 clusters Score -61304.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61630.363281 Penalty: 3172.877197
	Iteration 4F: 3 clusters Score -61630.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -61925.351562 Penalty: 3172.877197
	Iteration 5F: 3 clusters Score -61925.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62168.156250 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -62168.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62219.371094 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -62219.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62249.175781 Penalty: 3172.877197
	Iteration 8Q: 3 clusters Score -62249.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62251.921875 Penalty: 3172.877197
	Iteration 9Q: 3 clusters Score -62251.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62251.921875 Penalty: 3172.877197
	Iteration 10F: 3 clusters Score -62251.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 157630 members 
Mstep: Class 3 contains 188656 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153737 members 
Mstep: Class 8 contains 79849 members 
Mstep: Class 9 contains 152101 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87833 members 
Mstep: Class 12 contains 166339 members 
Mstep: Class 13 contains 77527 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87344 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 327 members 
Entering Unmasked Estep 
Score: -161334736.000000 Penalty: 87239.546875
Splitting cluster 1 changes total score from -161336816.000000 to -161334736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (157630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157630 members 
Entering Unmasked Estep 
Score: -20308896.000000 Penalty: 2968.065430
	Iteration 0F: 2 clusters Score -2.03089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78692 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -20210818.000000 Penalty: 5936.130859
	Iteration 0F: 3 clusters Score -2.021082e+07 nChanged 75493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76589 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
Score: -20254190.000000 Penalty: 5936.130859
	Iteration 1F: 3 clusters Score -2.025419e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75271 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -20254884.000000 Penalty: 5936.130859
	Iteration 2Q: 3 clusters Score -2.025488e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -20255768.000000 Penalty: 5936.130859
	Iteration 3Q: 3 clusters Score -2.025577e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 87245 members 
Entering Unmasked Estep 
Score: -20257012.000000 Penalty: 5936.130859
	Iteration 4Q: 3 clusters Score -2.025701e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 91440 members 
Entering Unmasked Estep 
Score: -20258606.000000 Penalty: 5936.130859
	Iteration 5Q: 3 clusters Score -2.025861e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 97155 members 
Entering Unmasked Estep 
Score: -20261226.000000 Penalty: 5936.130859
	Iteration 6Q: 3 clusters Score -2.026123e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 104597 members 
Entering Unmasked Estep 
Score: -20265694.000000 Penalty: 5936.130859
	Iteration 7F: 3 clusters Score -2.026569e+07 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 113360 members 
Entering Unmasked Estep 
Score: -20271788.000000 Penalty: 5936.130859
	Iteration 8F: 3 clusters Score -2.027179e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 122254 members 
Entering Unmasked Estep 
Score: -20279250.000000 Penalty: 5936.130859
	Iteration 9F: 3 clusters Score -2.027925e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 129213 members 
Entering Unmasked Estep 
Score: -20286392.000000 Penalty: 5936.130859
	Iteration 10F: 3 clusters Score -2.028639e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 133524 members 
Entering Unmasked Estep 
Score: -20291476.000000 Penalty: 5936.130859
	Iteration 11Q: 3 clusters Score -2.029148e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 135995 members 
Entering Unmasked Estep 
Score: -20294362.000000 Penalty: 5936.130859
	Iteration 12Q: 3 clusters Score -2.029436e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 137641 members 
Entering Unmasked Estep 
Score: -20295828.000000 Penalty: 5936.130859
	Iteration 13Q: 3 clusters Score -2.029583e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 139092 members 
Entering Unmasked Estep 
Score: -20296864.000000 Penalty: 5936.130859
	Iteration 14Q: 3 clusters Score -2.029686e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 140528 members 
Entering Unmasked Estep 
Score: -20297724.000000 Penalty: 5936.130859
	Iteration 15Q: 3 clusters Score -2.029772e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 141893 members 
Entering Unmasked Estep 
Score: -20298442.000000 Penalty: 5936.130859
	Iteration 16Q: 3 clusters Score -2.029844e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 143172 members 
Entering Unmasked Estep 
Score: -20298894.000000 Penalty: 5936.130859
	Iteration 17Q: 3 clusters Score -2.029889e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 144322 members 
Entering Unmasked Estep 
Score: -20299466.000000 Penalty: 5936.130859
	Iteration 18Q: 3 clusters Score -2.029947e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 145422 members 
Entering Unmasked Estep 
Score: -20300092.000000 Penalty: 5936.130859
	Iteration 19Q: 3 clusters Score -2.030009e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 146502 members 
Entering Unmasked Estep 
Score: -20300846.000000 Penalty: 5936.130859
	Iteration 20F: 3 clusters Score -2.030085e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 147502 members 
Entering Unmasked Estep 
Score: -20301610.000000 Penalty: 5936.130859
	Iteration 21Q: 3 clusters Score -2.030161e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 148549 members 
Entering Unmasked Estep 
Score: -20302310.000000 Penalty: 5936.130859
	Iteration 22Q: 3 clusters Score -2.030231e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 149530 members 
Entering Unmasked Estep 
Score: -20302906.000000 Penalty: 5936.130859
	Iteration 23Q: 3 clusters Score -2.030291e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 150445 members 
Entering Unmasked Estep 
Score: -20303434.000000 Penalty: 5936.130859
	Iteration 24Q: 3 clusters Score -2.030343e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 151310 members 
Entering Unmasked Estep 
Score: -20304038.000000 Penalty: 5936.130859
	Iteration 25Q: 3 clusters Score -2.030404e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 152063 members 
Entering Unmasked Estep 
Score: -20304386.000000 Penalty: 5936.130859
	Iteration 26Q: 3 clusters Score -2.030439e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 152726 members 
Entering Unmasked Estep 
Score: -20304738.000000 Penalty: 5936.130859
	Iteration 27Q: 3 clusters Score -2.030474e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 153280 members 
Entering Unmasked Estep 
Score: -20304994.000000 Penalty: 5936.130859
	Iteration 28Q: 3 clusters Score -2.030499e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 153817 members 
Entering Unmasked Estep 
Score: -20305312.000000 Penalty: 5936.130859
	Iteration 29Q: 3 clusters Score -2.030531e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 154258 members 
Entering Unmasked Estep 
Score: -20305528.000000 Penalty: 5936.130859
	Iteration 30Q: 3 clusters Score -2.030553e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 154630 members 
Entering Unmasked Estep 
Score: -20305712.000000 Penalty: 5936.130859
	Iteration 31Q: 3 clusters Score -2.030571e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 154977 members 
Entering Unmasked Estep 
Score: -20305844.000000 Penalty: 5936.130859
	Iteration 32Q: 3 clusters Score -2.030584e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 155256 members 
Entering Unmasked Estep 
Score: -20306014.000000 Penalty: 5936.130859
	Iteration 33Q: 3 clusters Score -2.030601e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 155505 members 
Entering Unmasked Estep 
Score: -20306136.000000 Penalty: 5936.130859
	Iteration 34Q: 3 clusters Score -2.030614e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 155687 members 
Entering Unmasked Estep 
Score: -20306152.000000 Penalty: 5936.130859
	Iteration 35Q: 3 clusters Score -2.030615e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 155840 members 
Entering Unmasked Estep 
Score: -20306234.000000 Penalty: 5936.130859
	Iteration 36Q: 3 clusters Score -2.030623e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 155967 members 
Entering Unmasked Estep 
Score: -20306252.000000 Penalty: 5936.130859
	Iteration 37Q: 3 clusters Score -2.030625e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 156057 members 
Entering Unmasked Estep 
Score: -20306264.000000 Penalty: 5936.130859
	Iteration 38Q: 3 clusters Score -2.030626e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 156143 members 
Entering Unmasked Estep 
Score: -20306294.000000 Penalty: 5936.130859
	Iteration 39Q: 3 clusters Score -2.030629e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 156201 members 
Entering Unmasked Estep 
Score: -20306298.000000 Penalty: 5936.130859
	Iteration 40F: 3 clusters Score -2.03063e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 156256 members 
Entering Unmasked Estep 
Score: -20306342.000000 Penalty: 5936.130859
	Iteration 41Q: 3 clusters Score -2.030634e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 156295 members 
Entering Unmasked Estep 
Score: -20306376.000000 Penalty: 5936.130859
	Iteration 42Q: 3 clusters Score -2.030638e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 156325 members 
Entering Unmasked Estep 
Score: -20306396.000000 Penalty: 5936.130859
	Iteration 43Q: 3 clusters Score -2.03064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 156352 members 
Entering Unmasked Estep 
Score: -20306384.000000 Penalty: 5936.130859
	Iteration 44Q: 3 clusters Score -2.030638e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 156378 members 
Entering Unmasked Estep 
Score: -20306400.000000 Penalty: 5936.130859
	Iteration 45Q: 3 clusters Score -2.03064e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 156393 members 
Entering Unmasked Estep 
Score: -20306398.000000 Penalty: 5936.130859
	Iteration 46Q: 3 clusters Score -2.03064e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 156411 members 
Entering Unmasked Estep 
Score: -20306382.000000 Penalty: 5936.130859
	Iteration 47Q: 3 clusters Score -2.030638e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 156425 members 
Entering Unmasked Estep 
Score: -20306418.000000 Penalty: 5936.130859
	Iteration 48Q: 3 clusters Score -2.030642e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 156441 members 
Entering Unmasked Estep 
Score: -20306412.000000 Penalty: 5936.130859
	Iteration 49Q: 3 clusters Score -2.030641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 156455 members 
Entering Unmasked Estep 
Score: -20306432.000000 Penalty: 5936.130859
	Iteration 50Q: 3 clusters Score -2.030643e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 156468 members 
Entering Unmasked Estep 
Score: -20306440.000000 Penalty: 5936.130859
	Iteration 51Q: 3 clusters Score -2.030644e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 156485 members 
Entering Unmasked Estep 
Score: -20306440.000000 Penalty: 5936.130859
	Iteration 52Q: 3 clusters Score -2.030644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 156493 members 
Entering Unmasked Estep 
Score: -20306450.000000 Penalty: 5936.130859
	Iteration 53Q: 3 clusters Score -2.030645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 156503 members 
Entering Unmasked Estep 
Score: -20306446.000000 Penalty: 5936.130859
	Iteration 54Q: 3 clusters Score -2.030645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 156515 members 
Entering Unmasked Estep 
Score: -20306454.000000 Penalty: 5936.130859
	Iteration 55Q: 3 clusters Score -2.030645e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 156533 members 
Entering Unmasked Estep 
Score: -20306466.000000 Penalty: 5936.130859
	Iteration 56Q: 3 clusters Score -2.030647e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 156554 members 
Entering Unmasked Estep 
Score: -20306480.000000 Penalty: 5936.130859
	Iteration 57Q: 3 clusters Score -2.030648e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 156574 members 
Entering Unmasked Estep 
Score: -20306468.000000 Penalty: 5936.130859
	Iteration 58Q: 3 clusters Score -2.030647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 156588 members 
Entering Unmasked Estep 
Score: -20306450.000000 Penalty: 5936.130859
	Iteration 59Q: 3 clusters Score -2.030645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 156602 members 
Entering Unmasked Estep 
Score: -20306456.000000 Penalty: 5936.130859
	Iteration 60F: 3 clusters Score -2.030646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 156609 members 
Entering Unmasked Estep 
Score: -20306460.000000 Penalty: 5936.130859
	Iteration 61Q: 3 clusters Score -2.030646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 156620 members 
Entering Unmasked Estep 
Score: -20306456.000000 Penalty: 5936.130859
	Iteration 62Q: 3 clusters Score -2.030646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 156627 members 
Entering Unmasked Estep 
Score: -20306454.000000 Penalty: 5936.130859
	Iteration 63Q: 3 clusters Score -2.030645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 156634 members 
Entering Unmasked Estep 
Score: -20306452.000000 Penalty: 5936.130859
	Iteration 64Q: 3 clusters Score -2.030645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 156640 members 
Entering Unmasked Estep 
Score: -20306458.000000 Penalty: 5936.130859
	Iteration 65Q: 3 clusters Score -2.030646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 156643 members 
Entering Unmasked Estep 
Score: -20306452.000000 Penalty: 5936.130859
	Iteration 66Q: 3 clusters Score -2.030645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 156645 members 
Entering Unmasked Estep 
Score: -20306454.000000 Penalty: 5936.130859
	Iteration 67Q: 3 clusters Score -2.030645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 156651 members 
Entering Unmasked Estep 
Score: -20306472.000000 Penalty: 5936.130859
	Iteration 68Q: 3 clusters Score -2.030647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 156653 members 
Entering Unmasked Estep 
Score: -20306462.000000 Penalty: 5936.130859
	Iteration 69Q: 3 clusters Score -2.030646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 156658 members 
Entering Unmasked Estep 
Score: -20306470.000000 Penalty: 5936.130859
	Iteration 70Q: 3 clusters Score -2.030647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 156658 members 
Entering Unmasked Estep 
Score: -20306470.000000 Penalty: 5936.130859
	Iteration 71F: 3 clusters Score -2.030647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (188656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188656 members 
Entering Unmasked Estep 
Score: -23969028.000000 Penalty: 3012.624756
	Iteration 0F: 2 clusters Score -2.396903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94601 members 
Mstep: Class 2 contains 94055 members 
Entering Unmasked Estep 
Score: -23849112.000000 Penalty: 6025.249512
	Iteration 0F: 3 clusters Score -2.384911e+07 nChanged 90819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98220 members 
Mstep: Class 2 contains 90436 members 
Entering Unmasked Estep 
Score: -23902018.000000 Penalty: 6025.249512
	Iteration 1F: 3 clusters Score -2.390202e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100222 members 
Mstep: Class 2 contains 88434 members 
Entering Unmasked Estep 
Score: -23903144.000000 Penalty: 6025.249512
	Iteration 2Q: 3 clusters Score -2.390314e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103239 members 
Mstep: Class 2 contains 85417 members 
Entering Unmasked Estep 
Score: -23904832.000000 Penalty: 6025.249512
	Iteration 3Q: 3 clusters Score -2.390483e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107611 members 
Mstep: Class 2 contains 81045 members 
Entering Unmasked Estep 
Score: -23907670.000000 Penalty: 6025.249512
	Iteration 4Q: 3 clusters Score -2.390767e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113910 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -23911870.000000 Penalty: 6025.249512
	Iteration 5Q: 3 clusters Score -2.391187e+07 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122372 members 
Mstep: Class 2 contains 66284 members 
Entering Unmasked Estep 
Score: -23919382.000000 Penalty: 6025.249512
	Iteration 6F: 3 clusters Score -2.391938e+07 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132386 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -23929520.000000 Penalty: 6025.249512
	Iteration 7F: 3 clusters Score -2.392952e+07 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142382 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -23939564.000000 Penalty: 6025.249512
	Iteration 8F: 3 clusters Score -2.393956e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150959 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -23947692.000000 Penalty: 6025.249512
	Iteration 9F: 3 clusters Score -2.394769e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157462 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -23953454.000000 Penalty: 6025.249512
	Iteration 10Q: 3 clusters Score -2.395345e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162474 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -23957150.000000 Penalty: 6025.249512
	Iteration 11Q: 3 clusters Score -2.395715e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166313 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -23959508.000000 Penalty: 6025.249512
	Iteration 12Q: 3 clusters Score -2.395951e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169423 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -23961406.000000 Penalty: 6025.249512
	Iteration 13Q: 3 clusters Score -2.396141e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172020 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -23962780.000000 Penalty: 6025.249512
	Iteration 14Q: 3 clusters Score -2.396278e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174149 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -23963684.000000 Penalty: 6025.249512
	Iteration 15Q: 3 clusters Score -2.396368e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175939 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -23964338.000000 Penalty: 6025.249512
	Iteration 16Q: 3 clusters Score -2.396434e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177433 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -23964868.000000 Penalty: 6025.249512
	Iteration 17Q: 3 clusters Score -2.396487e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178680 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -23965268.000000 Penalty: 6025.249512
	Iteration 18Q: 3 clusters Score -2.396527e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179748 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -23965818.000000 Penalty: 6025.249512
	Iteration 19Q: 3 clusters Score -2.396582e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180624 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -23966042.000000 Penalty: 6025.249512
	Iteration 20F: 3 clusters Score -2.396604e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181336 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -23966348.000000 Penalty: 6025.249512
	Iteration 21Q: 3 clusters Score -2.396635e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181946 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -23966516.000000 Penalty: 6025.249512
	Iteration 22Q: 3 clusters Score -2.396652e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182444 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -23966644.000000 Penalty: 6025.249512
	Iteration 23Q: 3 clusters Score -2.396664e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182862 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -23966830.000000 Penalty: 6025.249512
	Iteration 24Q: 3 clusters Score -2.396683e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183177 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -23966874.000000 Penalty: 6025.249512
	Iteration 25Q: 3 clusters Score -2.396687e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183437 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -23966932.000000 Penalty: 6025.249512
	Iteration 26Q: 3 clusters Score -2.396693e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183664 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -23967040.000000 Penalty: 6025.249512
	Iteration 27Q: 3 clusters Score -2.396704e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183851 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -23967038.000000 Penalty: 6025.249512
	Iteration 28Q: 3 clusters Score -2.396704e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184017 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -23967100.000000 Penalty: 6025.249512
	Iteration 29Q: 3 clusters Score -2.39671e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184160 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -23967104.000000 Penalty: 6025.249512
	Iteration 30Q: 3 clusters Score -2.39671e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184271 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -23967126.000000 Penalty: 6025.249512
	Iteration 31Q: 3 clusters Score -2.396713e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184375 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -23967152.000000 Penalty: 6025.249512
	Iteration 32Q: 3 clusters Score -2.396715e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184464 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -23967208.000000 Penalty: 6025.249512
	Iteration 33Q: 3 clusters Score -2.396721e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184540 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -23967190.000000 Penalty: 6025.249512
	Iteration 34Q: 3 clusters Score -2.396719e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184598 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -23967212.000000 Penalty: 6025.249512
	Iteration 35Q: 3 clusters Score -2.396721e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184655 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -23967222.000000 Penalty: 6025.249512
	Iteration 36Q: 3 clusters Score -2.396722e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184690 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -23967224.000000 Penalty: 6025.249512
	Iteration 37Q: 3 clusters Score -2.396722e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184717 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -23967248.000000 Penalty: 6025.249512
	Iteration 38Q: 3 clusters Score -2.396725e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184746 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -23967218.000000 Penalty: 6025.249512
	Iteration 39Q: 3 clusters Score -2.396722e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184763 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -23967216.000000 Penalty: 6025.249512
	Iteration 40F: 3 clusters Score -2.396722e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184785 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -23967214.000000 Penalty: 6025.249512
	Iteration 41Q: 3 clusters Score -2.396721e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184803 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -23967240.000000 Penalty: 6025.249512
	Iteration 42Q: 3 clusters Score -2.396724e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184829 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -23967242.000000 Penalty: 6025.249512
	Iteration 43Q: 3 clusters Score -2.396724e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184856 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -23967216.000000 Penalty: 6025.249512
	Iteration 44Q: 3 clusters Score -2.396722e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184875 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -23967212.000000 Penalty: 6025.249512
	Iteration 45Q: 3 clusters Score -2.396721e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184894 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -23967212.000000 Penalty: 6025.249512
	Iteration 46Q: 3 clusters Score -2.396721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184913 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -23967230.000000 Penalty: 6025.249512
	Iteration 47Q: 3 clusters Score -2.396723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184931 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -23967240.000000 Penalty: 6025.249512
	Iteration 48Q: 3 clusters Score -2.396724e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184946 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -23967224.000000 Penalty: 6025.249512
	Iteration 49Q: 3 clusters Score -2.396722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184958 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -23967240.000000 Penalty: 6025.249512
	Iteration 50Q: 3 clusters Score -2.396724e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184973 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -23967228.000000 Penalty: 6025.249512
	Iteration 51Q: 3 clusters Score -2.396723e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184986 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -23967228.000000 Penalty: 6025.249512
	Iteration 52Q: 3 clusters Score -2.396723e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185003 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -23967230.000000 Penalty: 6025.249512
	Iteration 53Q: 3 clusters Score -2.396723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185015 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -23967232.000000 Penalty: 6025.249512
	Iteration 54Q: 3 clusters Score -2.396723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185018 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -23967214.000000 Penalty: 6025.249512
	Iteration 55Q: 3 clusters Score -2.396721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185024 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -23967242.000000 Penalty: 6025.249512
	Iteration 56Q: 3 clusters Score -2.396724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185031 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -23967226.000000 Penalty: 6025.249512
	Iteration 57Q: 3 clusters Score -2.396723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185035 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -23967218.000000 Penalty: 6025.249512
	Iteration 58Q: 3 clusters Score -2.396722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185046 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -23967208.000000 Penalty: 6025.249512
	Iteration 59Q: 3 clusters Score -2.396721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185050 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -23967202.000000 Penalty: 6025.249512
	Iteration 60F: 3 clusters Score -2.39672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185055 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -23967190.000000 Penalty: 6025.249512
	Iteration 61Q: 3 clusters Score -2.396719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185061 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -23967218.000000 Penalty: 6025.249512
	Iteration 62Q: 3 clusters Score -2.396722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185069 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -23967206.000000 Penalty: 6025.249512
	Iteration 63Q: 3 clusters Score -2.396721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185081 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -23967222.000000 Penalty: 6025.249512
	Iteration 64Q: 3 clusters Score -2.396722e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185100 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -23967254.000000 Penalty: 6025.249512
	Iteration 65Q: 3 clusters Score -2.396725e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185117 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -23967258.000000 Penalty: 6025.249512
	Iteration 66Q: 3 clusters Score -2.396726e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185136 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -23967262.000000 Penalty: 6025.249512
	Iteration 67Q: 3 clusters Score -2.396726e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185156 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -23967276.000000 Penalty: 6025.249512
	Iteration 68Q: 3 clusters Score -2.396728e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185177 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -23967272.000000 Penalty: 6025.249512
	Iteration 69Q: 3 clusters Score -2.396727e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185191 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -23967258.000000 Penalty: 6025.249512
	Iteration 70Q: 3 clusters Score -2.396726e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185209 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -23967258.000000 Penalty: 6025.249512
	Iteration 71Q: 3 clusters Score -2.396726e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185222 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -23967296.000000 Penalty: 6025.249512
	Iteration 72Q: 3 clusters Score -2.39673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185234 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -23967294.000000 Penalty: 6025.249512
	Iteration 73Q: 3 clusters Score -2.396729e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185248 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -23967264.000000 Penalty: 6025.249512
	Iteration 74Q: 3 clusters Score -2.396726e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185261 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -23967260.000000 Penalty: 6025.249512
	Iteration 75Q: 3 clusters Score -2.396726e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185281 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -23967282.000000 Penalty: 6025.249512
	Iteration 76Q: 3 clusters Score -2.396728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185297 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -23967294.000000 Penalty: 6025.249512
	Iteration 77Q: 3 clusters Score -2.396729e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185314 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -23967300.000000 Penalty: 6025.249512
	Iteration 78Q: 3 clusters Score -2.39673e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185331 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -23967302.000000 Penalty: 6025.249512
	Iteration 79Q: 3 clusters Score -2.39673e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185349 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -23967290.000000 Penalty: 6025.249512
	Iteration 80F: 3 clusters Score -2.396729e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185366 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -23967272.000000 Penalty: 6025.249512
	Iteration 81Q: 3 clusters Score -2.396727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185375 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -23967270.000000 Penalty: 6025.249512
	Iteration 82Q: 3 clusters Score -2.396727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185390 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -23967262.000000 Penalty: 6025.249512
	Iteration 83Q: 3 clusters Score -2.396726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185392 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -23967268.000000 Penalty: 6025.249512
	Iteration 84Q: 3 clusters Score -2.396727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185398 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -23967286.000000 Penalty: 6025.249512
	Iteration 85Q: 3 clusters Score -2.396729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185404 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -23967276.000000 Penalty: 6025.249512
	Iteration 86Q: 3 clusters Score -2.396728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185409 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -23967272.000000 Penalty: 6025.249512
	Iteration 87Q: 3 clusters Score -2.396727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185410 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -23967276.000000 Penalty: 6025.249512
	Iteration 88Q: 3 clusters Score -2.396728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185412 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -23967270.000000 Penalty: 6025.249512
	Iteration 89Q: 3 clusters Score -2.396727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185412 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -23967270.000000 Penalty: 6025.249512
	Iteration 90F: 3 clusters Score -2.396727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -87232.492188 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -87232.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -85500.875000 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -85500.88 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -85775.218750 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -85775.22 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -85890.976562 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -85890.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -85939.757812 Penalty: 3295.319824
	Iteration 3Q: 3 clusters Score -85939.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -85965.632812 Penalty: 3295.319824
	Iteration 4Q: 3 clusters Score -85965.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -85994.554688 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -85994.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -86014.867188 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -86014.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -86023.648438 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -86023.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -86033.140625 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -86033.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -86033.742188 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -86033.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -86035.664062 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -86035.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -86035.664062 Penalty: 3295.319824
	Iteration 11F: 3 clusters Score -86035.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -39045.437500 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -39045.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37715.511719 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -37715.51 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38042.917969 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -38042.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38138.871094 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -38138.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38252.933594 Penalty: 2971.766357
	Iteration 3F: 3 clusters Score -38252.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38302.023438 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -38302.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38343.753906 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -38343.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38387.761719 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -38387.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38465.687500 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -38465.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38517.660156 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -38517.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38576.308594 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -38576.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38622.675781 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -38622.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38676.054688 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -38676.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38745.363281 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -38745.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38817.484375 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -38817.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38858.570312 Penalty: 2971.766357
	Iteration 14Q: 3 clusters Score -38858.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38868.968750 Penalty: 2971.766357
	Iteration 15Q: 3 clusters Score -38868.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -38870.464844 Penalty: 2971.766357
	Iteration 16Q: 3 clusters Score -38870.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -38872.519531 Penalty: 2971.766357
	Iteration 17F: 3 clusters Score -38872.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38883.054688 Penalty: 2971.766357
	Iteration 18Q: 3 clusters Score -38883.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38887.660156 Penalty: 2971.766357
	Iteration 19Q: 3 clusters Score -38887.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -38896.800781 Penalty: 2971.766357
	Iteration 20F: 3 clusters Score -38896.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Entering Unmasked Estep 
Score: -1319151.625000 Penalty: 2303.457275
	Iteration 0F: 2 clusters Score -1319152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1310967.750000 Penalty: 4606.914551
	Iteration 0F: 3 clusters Score -1310968 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1313408.375000 Penalty: 4606.914551
	Iteration 1F: 3 clusters Score -1313408 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1313744.625000 Penalty: 4606.914551
	Iteration 2F: 3 clusters Score -1313745 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1313987.125000 Penalty: 4606.914551
	Iteration 3Q: 3 clusters Score -1313987 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1314181.500000 Penalty: 4606.914551
	Iteration 4Q: 3 clusters Score -1314182 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1314340.000000 Penalty: 4606.914551
	Iteration 5Q: 3 clusters Score -1314340 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1314484.125000 Penalty: 4606.914551
	Iteration 6Q: 3 clusters Score -1314484 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1314623.000000 Penalty: 4606.914551
	Iteration 7Q: 3 clusters Score -1314623 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1314739.000000 Penalty: 4606.914551
	Iteration 8Q: 3 clusters Score -1314739 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1314858.000000 Penalty: 4606.914551
	Iteration 9Q: 3 clusters Score -1314858 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1315002.000000 Penalty: 4606.914551
	Iteration 10Q: 3 clusters Score -1315002 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1315154.625000 Penalty: 4606.914551
	Iteration 11Q: 3 clusters Score -1315155 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1315330.750000 Penalty: 4606.914551
	Iteration 12Q: 3 clusters Score -1315331 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1315514.250000 Penalty: 4606.914551
	Iteration 13Q: 3 clusters Score -1315514 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1315703.875000 Penalty: 4606.914551
	Iteration 14Q: 3 clusters Score -1315704 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1315868.375000 Penalty: 4606.914551
	Iteration 15Q: 3 clusters Score -1315868 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1316025.875000 Penalty: 4606.914551
	Iteration 16Q: 3 clusters Score -1316026 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1316186.125000 Penalty: 4606.914551
	Iteration 17Q: 3 clusters Score -1316186 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1316332.000000 Penalty: 4606.914551
	Iteration 18Q: 3 clusters Score -1316332 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1316464.125000 Penalty: 4606.914551
	Iteration 19Q: 3 clusters Score -1316464 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1316570.875000 Penalty: 4606.914551
	Iteration 20F: 3 clusters Score -1316571 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1316685.250000 Penalty: 4606.914551
	Iteration 21Q: 3 clusters Score -1316685 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1316826.750000 Penalty: 4606.914551
	Iteration 22Q: 3 clusters Score -1316827 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1316986.750000 Penalty: 4606.914551
	Iteration 23Q: 3 clusters Score -1316987 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1317139.250000 Penalty: 4606.914551
	Iteration 24Q: 3 clusters Score -1317139 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1317261.125000 Penalty: 4606.914551
	Iteration 25Q: 3 clusters Score -1317261 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1317328.750000 Penalty: 4606.914551
	Iteration 26Q: 3 clusters Score -1317329 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1317374.125000 Penalty: 4606.914551
	Iteration 27Q: 3 clusters Score -1317374 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1317403.125000 Penalty: 4606.914551
	Iteration 28Q: 3 clusters Score -1317403 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1317429.875000 Penalty: 4606.914551
	Iteration 29Q: 3 clusters Score -1317430 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1317452.125000 Penalty: 4606.914551
	Iteration 30Q: 3 clusters Score -1317452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1317474.375000 Penalty: 4606.914551
	Iteration 31Q: 3 clusters Score -1317474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1317495.125000 Penalty: 4606.914551
	Iteration 32Q: 3 clusters Score -1317495 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1317517.375000 Penalty: 4606.914551
	Iteration 33Q: 3 clusters Score -1317517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1317526.750000 Penalty: 4606.914551
	Iteration 34Q: 3 clusters Score -1317527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1317540.625000 Penalty: 4606.914551
	Iteration 35Q: 3 clusters Score -1317541 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1317558.750000 Penalty: 4606.914551
	Iteration 36Q: 3 clusters Score -1317559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1317570.375000 Penalty: 4606.914551
	Iteration 37Q: 3 clusters Score -1317570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1317578.125000 Penalty: 4606.914551
	Iteration 38Q: 3 clusters Score -1317578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1317589.125000 Penalty: 4606.914551
	Iteration 39Q: 3 clusters Score -1317589 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1317597.875000 Penalty: 4606.914551
	Iteration 40F: 3 clusters Score -1317598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1317606.250000 Penalty: 4606.914551
	Iteration 41Q: 3 clusters Score -1317606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1317608.625000 Penalty: 4606.914551
	Iteration 42Q: 3 clusters Score -1317609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1317613.250000 Penalty: 4606.914551
	Iteration 43Q: 3 clusters Score -1317613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1317614.000000 Penalty: 4606.914551
	Iteration 44Q: 3 clusters Score -1317614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1317624.875000 Penalty: 4606.914551
	Iteration 45Q: 3 clusters Score -1317625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1317630.625000 Penalty: 4606.914551
	Iteration 46Q: 3 clusters Score -1317631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1317638.000000 Penalty: 4606.914551
	Iteration 47Q: 3 clusters Score -1317638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1317641.625000 Penalty: 4606.914551
	Iteration 48Q: 3 clusters Score -1317642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1317646.000000 Penalty: 4606.914551
	Iteration 49Q: 3 clusters Score -1317646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1317653.000000 Penalty: 4606.914551
	Iteration 50Q: 3 clusters Score -1317653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1317656.250000 Penalty: 4606.914551
	Iteration 51Q: 3 clusters Score -1317656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1317658.625000 Penalty: 4606.914551
	Iteration 52Q: 3 clusters Score -1317659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1317661.250000 Penalty: 4606.914551
	Iteration 53Q: 3 clusters Score -1317661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1317664.375000 Penalty: 4606.914551
	Iteration 54Q: 3 clusters Score -1317664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1317664.250000 Penalty: 4606.914551
	Iteration 55Q: 3 clusters Score -1317664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1317666.375000 Penalty: 4606.914551
	Iteration 56Q: 3 clusters Score -1317666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1317667.625000 Penalty: 4606.914551
	Iteration 57Q: 3 clusters Score -1317668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1317671.250000 Penalty: 4606.914551
	Iteration 58Q: 3 clusters Score -1317671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1317671.250000 Penalty: 4606.914551
	Iteration 59F: 3 clusters Score -1317671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (153737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153737 members 
Entering Unmasked Estep 
Score: -19576026.000000 Penalty: 2961.863770
	Iteration 0F: 2 clusters Score -1.957603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -19475084.000000 Penalty: 5923.727539
	Iteration 0F: 3 clusters Score -1.947508e+07 nChanged 73440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76448 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -19517392.000000 Penalty: 5923.727539
	Iteration 1F: 3 clusters Score -1.951739e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 77647 members 
Entering Unmasked Estep 
Score: -19518156.000000 Penalty: 5923.727539
	Iteration 2Q: 3 clusters Score -1.951816e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75505 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -19519212.000000 Penalty: 5923.727539
	Iteration 3Q: 3 clusters Score -1.951921e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -19520520.000000 Penalty: 5923.727539
	Iteration 4Q: 3 clusters Score -1.952052e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73057 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -19522892.000000 Penalty: 5923.727539
	Iteration 5Q: 3 clusters Score -1.952289e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -19526632.000000 Penalty: 5923.727539
	Iteration 6Q: 3 clusters Score -1.952663e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
Score: -19532588.000000 Penalty: 5923.727539
	Iteration 7F: 3 clusters Score -1.953259e+07 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 91219 members 
Entering Unmasked Estep 
Score: -19540612.000000 Penalty: 5923.727539
	Iteration 8F: 3 clusters Score -1.954061e+07 nChanged 11110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 96293 members 
Entering Unmasked Estep 
Score: -19549368.000000 Penalty: 5923.727539
	Iteration 9F: 3 clusters Score -1.954937e+07 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 100686 members 
Entering Unmasked Estep 
Score: -19556478.000000 Penalty: 5923.727539
	Iteration 10F: 3 clusters Score -1.955648e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 104129 members 
Entering Unmasked Estep 
Score: -19560526.000000 Penalty: 5923.727539
	Iteration 11Q: 3 clusters Score -1.956053e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 107000 members 
Entering Unmasked Estep 
Score: -19562818.000000 Penalty: 5923.727539
	Iteration 12Q: 3 clusters Score -1.956282e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 109640 members 
Entering Unmasked Estep 
Score: -19564326.000000 Penalty: 5923.727539
	Iteration 13Q: 3 clusters Score -1.956433e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 112137 members 
Entering Unmasked Estep 
Score: -19565814.000000 Penalty: 5923.727539
	Iteration 14Q: 3 clusters Score -1.956581e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 114473 members 
Entering Unmasked Estep 
Score: -19566942.000000 Penalty: 5923.727539
	Iteration 15Q: 3 clusters Score -1.956694e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 116631 members 
Entering Unmasked Estep 
Score: -19567860.000000 Penalty: 5923.727539
	Iteration 16Q: 3 clusters Score -1.956786e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 118725 members 
Entering Unmasked Estep 
Score: -19568606.000000 Penalty: 5923.727539
	Iteration 17Q: 3 clusters Score -1.956861e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 120825 members 
Entering Unmasked Estep 
Score: -19569450.000000 Penalty: 5923.727539
	Iteration 18Q: 3 clusters Score -1.956945e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 122794 members 
Entering Unmasked Estep 
Score: -19570362.000000 Penalty: 5923.727539
	Iteration 19Q: 3 clusters Score -1.957036e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 124623 members 
Entering Unmasked Estep 
Score: -19571068.000000 Penalty: 5923.727539
	Iteration 20F: 3 clusters Score -1.957107e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 126349 members 
Entering Unmasked Estep 
Score: -19571808.000000 Penalty: 5923.727539
	Iteration 21Q: 3 clusters Score -1.957181e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 127953 members 
Entering Unmasked Estep 
Score: -19572278.000000 Penalty: 5923.727539
	Iteration 22Q: 3 clusters Score -1.957228e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 129509 members 
Entering Unmasked Estep 
Score: -19572782.000000 Penalty: 5923.727539
	Iteration 23Q: 3 clusters Score -1.957278e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 130893 members 
Entering Unmasked Estep 
Score: -19573176.000000 Penalty: 5923.727539
	Iteration 24Q: 3 clusters Score -1.957318e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 132152 members 
Entering Unmasked Estep 
Score: -19573562.000000 Penalty: 5923.727539
	Iteration 25Q: 3 clusters Score -1.957356e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 133336 members 
Entering Unmasked Estep 
Score: -19573908.000000 Penalty: 5923.727539
	Iteration 26Q: 3 clusters Score -1.957391e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 134421 members 
Entering Unmasked Estep 
Score: -19574242.000000 Penalty: 5923.727539
	Iteration 27Q: 3 clusters Score -1.957424e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 135423 members 
Entering Unmasked Estep 
Score: -19574508.000000 Penalty: 5923.727539
	Iteration 28Q: 3 clusters Score -1.957451e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 136316 members 
Entering Unmasked Estep 
Score: -19574720.000000 Penalty: 5923.727539
	Iteration 29Q: 3 clusters Score -1.957472e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 137118 members 
Entering Unmasked Estep 
Score: -19574868.000000 Penalty: 5923.727539
	Iteration 30Q: 3 clusters Score -1.957487e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 137840 members 
Entering Unmasked Estep 
Score: -19575008.000000 Penalty: 5923.727539
	Iteration 31Q: 3 clusters Score -1.957501e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 138563 members 
Entering Unmasked Estep 
Score: -19575186.000000 Penalty: 5923.727539
	Iteration 32Q: 3 clusters Score -1.957519e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 139226 members 
Entering Unmasked Estep 
Score: -19575348.000000 Penalty: 5923.727539
	Iteration 33Q: 3 clusters Score -1.957535e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 139848 members 
Entering Unmasked Estep 
Score: -19575522.000000 Penalty: 5923.727539
	Iteration 34Q: 3 clusters Score -1.957552e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 140408 members 
Entering Unmasked Estep 
Score: -19575600.000000 Penalty: 5923.727539
	Iteration 35Q: 3 clusters Score -1.95756e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 140949 members 
Entering Unmasked Estep 
Score: -19575762.000000 Penalty: 5923.727539
	Iteration 36Q: 3 clusters Score -1.957576e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 141459 members 
Entering Unmasked Estep 
Score: -19575826.000000 Penalty: 5923.727539
	Iteration 37Q: 3 clusters Score -1.957583e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 141873 members 
Entering Unmasked Estep 
Score: -19575866.000000 Penalty: 5923.727539
	Iteration 38Q: 3 clusters Score -1.957587e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 142250 members 
Entering Unmasked Estep 
Score: -19575954.000000 Penalty: 5923.727539
	Iteration 39Q: 3 clusters Score -1.957595e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 142621 members 
Entering Unmasked Estep 
Score: -19576074.000000 Penalty: 5923.727539
	Iteration 40F: 3 clusters Score -1.957607e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 142960 members 
Entering Unmasked Estep 
Score: -19576128.000000 Penalty: 5923.727539
	Iteration 41Q: 3 clusters Score -1.957613e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 143287 members 
Entering Unmasked Estep 
Score: -19576182.000000 Penalty: 5923.727539
	Iteration 42Q: 3 clusters Score -1.957618e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 143634 members 
Entering Unmasked Estep 
Score: -19576176.000000 Penalty: 5923.727539
	Iteration 43Q: 3 clusters Score -1.957618e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 143966 members 
Entering Unmasked Estep 
Score: -19576224.000000 Penalty: 5923.727539
	Iteration 44Q: 3 clusters Score -1.957622e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 144260 members 
Entering Unmasked Estep 
Score: -19576230.000000 Penalty: 5923.727539
	Iteration 45Q: 3 clusters Score -1.957623e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 144511 members 
Entering Unmasked Estep 
Score: -19576182.000000 Penalty: 5923.727539
	Iteration 46Q: 3 clusters Score -1.957618e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 144725 members 
Entering Unmasked Estep 
Score: -19576218.000000 Penalty: 5923.727539
	Iteration 47Q: 3 clusters Score -1.957622e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 144929 members 
Entering Unmasked Estep 
Score: -19576246.000000 Penalty: 5923.727539
	Iteration 48Q: 3 clusters Score -1.957625e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 145112 members 
Entering Unmasked Estep 
Score: -19576296.000000 Penalty: 5923.727539
	Iteration 49Q: 3 clusters Score -1.95763e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 145308 members 
Entering Unmasked Estep 
Score: -19576350.000000 Penalty: 5923.727539
	Iteration 50Q: 3 clusters Score -1.957635e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 145490 members 
Entering Unmasked Estep 
Score: -19576380.000000 Penalty: 5923.727539
	Iteration 51Q: 3 clusters Score -1.957638e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 145661 members 
Entering Unmasked Estep 
Score: -19576418.000000 Penalty: 5923.727539
	Iteration 52Q: 3 clusters Score -1.957642e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 145816 members 
Entering Unmasked Estep 
Score: -19576396.000000 Penalty: 5923.727539
	Iteration 53Q: 3 clusters Score -1.95764e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 145961 members 
Entering Unmasked Estep 
Score: -19576362.000000 Penalty: 5923.727539
	Iteration 54Q: 3 clusters Score -1.957636e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 146091 members 
Entering Unmasked Estep 
Score: -19576400.000000 Penalty: 5923.727539
	Iteration 55Q: 3 clusters Score -1.95764e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 146216 members 
Entering Unmasked Estep 
Score: -19576384.000000 Penalty: 5923.727539
	Iteration 56Q: 3 clusters Score -1.957638e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 146348 members 
Entering Unmasked Estep 
Score: -19576402.000000 Penalty: 5923.727539
	Iteration 57Q: 3 clusters Score -1.95764e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 146467 members 
Entering Unmasked Estep 
Score: -19576360.000000 Penalty: 5923.727539
	Iteration 58Q: 3 clusters Score -1.957636e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 146580 members 
Entering Unmasked Estep 
Score: -19576360.000000 Penalty: 5923.727539
	Iteration 59Q: 3 clusters Score -1.957636e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 146688 members 
Entering Unmasked Estep 
Score: -19576304.000000 Penalty: 5923.727539
	Iteration 60F: 3 clusters Score -1.95763e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 146805 members 
Entering Unmasked Estep 
Score: -19576288.000000 Penalty: 5923.727539
	Iteration 61Q: 3 clusters Score -1.957629e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 146903 members 
Entering Unmasked Estep 
Score: -19576296.000000 Penalty: 5923.727539
	Iteration 62Q: 3 clusters Score -1.95763e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 147000 members 
Entering Unmasked Estep 
Score: -19576284.000000 Penalty: 5923.727539
	Iteration 63Q: 3 clusters Score -1.957628e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 147087 members 
Entering Unmasked Estep 
Score: -19576290.000000 Penalty: 5923.727539
	Iteration 64Q: 3 clusters Score -1.957629e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 147161 members 
Entering Unmasked Estep 
Score: -19576272.000000 Penalty: 5923.727539
	Iteration 65Q: 3 clusters Score -1.957627e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 147233 members 
Entering Unmasked Estep 
Score: -19576302.000000 Penalty: 5923.727539
	Iteration 66Q: 3 clusters Score -1.95763e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 147303 members 
Entering Unmasked Estep 
Score: -19576292.000000 Penalty: 5923.727539
	Iteration 67Q: 3 clusters Score -1.957629e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 147369 members 
Entering Unmasked Estep 
Score: -19576306.000000 Penalty: 5923.727539
	Iteration 68Q: 3 clusters Score -1.957631e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 147424 members 
Entering Unmasked Estep 
Score: -19576282.000000 Penalty: 5923.727539
	Iteration 69Q: 3 clusters Score -1.957628e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 147472 members 
Entering Unmasked Estep 
Score: -19576288.000000 Penalty: 5923.727539
	Iteration 70Q: 3 clusters Score -1.957629e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 147517 members 
Entering Unmasked Estep 
Score: -19576288.000000 Penalty: 5923.727539
	Iteration 71Q: 3 clusters Score -1.957629e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 147577 members 
Entering Unmasked Estep 
Score: -19576310.000000 Penalty: 5923.727539
	Iteration 72Q: 3 clusters Score -1.957631e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 147637 members 
Entering Unmasked Estep 
Score: -19576268.000000 Penalty: 5923.727539
	Iteration 73Q: 3 clusters Score -1.957627e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 147683 members 
Entering Unmasked Estep 
Score: -19576262.000000 Penalty: 5923.727539
	Iteration 74Q: 3 clusters Score -1.957626e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 147737 members 
Entering Unmasked Estep 
Score: -19576232.000000 Penalty: 5923.727539
	Iteration 75Q: 3 clusters Score -1.957623e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 147790 members 
Entering Unmasked Estep 
Score: -19576222.000000 Penalty: 5923.727539
	Iteration 76Q: 3 clusters Score -1.957622e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 147831 members 
Entering Unmasked Estep 
Score: -19576230.000000 Penalty: 5923.727539
	Iteration 77Q: 3 clusters Score -1.957623e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 147884 members 
Entering Unmasked Estep 
Score: -19576252.000000 Penalty: 5923.727539
	Iteration 78Q: 3 clusters Score -1.957625e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 147930 members 
Entering Unmasked Estep 
Score: -19576280.000000 Penalty: 5923.727539
	Iteration 79Q: 3 clusters Score -1.957628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 147965 members 
Entering Unmasked Estep 
Score: -19576272.000000 Penalty: 5923.727539
	Iteration 80F: 3 clusters Score -1.957627e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 148001 members 
Entering Unmasked Estep 
Score: -19576272.000000 Penalty: 5923.727539
	Iteration 81Q: 3 clusters Score -1.957627e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 148030 members 
Entering Unmasked Estep 
Score: -19576268.000000 Penalty: 5923.727539
	Iteration 82Q: 3 clusters Score -1.957627e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 148060 members 
Entering Unmasked Estep 
Score: -19576242.000000 Penalty: 5923.727539
	Iteration 83Q: 3 clusters Score -1.957624e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 148085 members 
Entering Unmasked Estep 
Score: -19576264.000000 Penalty: 5923.727539
	Iteration 84Q: 3 clusters Score -1.957626e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 148112 members 
Entering Unmasked Estep 
Score: -19576278.000000 Penalty: 5923.727539
	Iteration 85Q: 3 clusters Score -1.957628e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 148136 members 
Entering Unmasked Estep 
Score: -19576254.000000 Penalty: 5923.727539
	Iteration 86Q: 3 clusters Score -1.957625e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 148160 members 
Entering Unmasked Estep 
Score: -19576232.000000 Penalty: 5923.727539
	Iteration 87Q: 3 clusters Score -1.957623e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 148184 members 
Entering Unmasked Estep 
Score: -19576228.000000 Penalty: 5923.727539
	Iteration 88Q: 3 clusters Score -1.957623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 148201 members 
Entering Unmasked Estep 
Score: -19576216.000000 Penalty: 5923.727539
	Iteration 89Q: 3 clusters Score -1.957622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 148227 members 
Entering Unmasked Estep 
Score: -19576224.000000 Penalty: 5923.727539
	Iteration 90Q: 3 clusters Score -1.957622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 148246 members 
Entering Unmasked Estep 
Score: -19576218.000000 Penalty: 5923.727539
	Iteration 91Q: 3 clusters Score -1.957622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 148268 members 
Entering Unmasked Estep 
Score: -19576210.000000 Penalty: 5923.727539
	Iteration 92Q: 3 clusters Score -1.957621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 148290 members 
Entering Unmasked Estep 
Score: -19576206.000000 Penalty: 5923.727539
	Iteration 93Q: 3 clusters Score -1.957621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 148308 members 
Entering Unmasked Estep 
Score: -19576194.000000 Penalty: 5923.727539
	Iteration 94Q: 3 clusters Score -1.957619e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 148327 members 
Entering Unmasked Estep 
Score: -19576204.000000 Penalty: 5923.727539
	Iteration 95Q: 3 clusters Score -1.95762e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 148349 members 
Entering Unmasked Estep 
Score: -19576216.000000 Penalty: 5923.727539
	Iteration 96Q: 3 clusters Score -1.957622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 148367 members 
Entering Unmasked Estep 
Score: -19576222.000000 Penalty: 5923.727539
	Iteration 97Q: 3 clusters Score -1.957622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 148380 members 
Entering Unmasked Estep 
Score: -19576202.000000 Penalty: 5923.727539
	Iteration 98Q: 3 clusters Score -1.95762e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 148397 members 
Entering Unmasked Estep 
Score: -19576198.000000 Penalty: 5923.727539
	Iteration 99Q: 3 clusters Score -1.95762e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 148415 members 
Entering Unmasked Estep 
Score: -19576172.000000 Penalty: 5923.727539
	Iteration 100F: 3 clusters Score -1.957617e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 148434 members 
Entering Unmasked Estep 
Score: -19576168.000000 Penalty: 5923.727539
	Iteration 101Q: 3 clusters Score -1.957617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 148448 members 
Entering Unmasked Estep 
Score: -19576170.000000 Penalty: 5923.727539
	Iteration 102Q: 3 clusters Score -1.957617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -19576184.000000 Penalty: 5923.727539
	Iteration 103Q: 3 clusters Score -1.957618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 148468 members 
Entering Unmasked Estep 
Score: -19576174.000000 Penalty: 5923.727539
	Iteration 104Q: 3 clusters Score -1.957617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 148483 members 
Entering Unmasked Estep 
Score: -19576184.000000 Penalty: 5923.727539
	Iteration 105Q: 3 clusters Score -1.957618e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 148498 members 
Entering Unmasked Estep 
Score: -19576190.000000 Penalty: 5923.727539
	Iteration 106Q: 3 clusters Score -1.957619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 148511 members 
Entering Unmasked Estep 
Score: -19576192.000000 Penalty: 5923.727539
	Iteration 107Q: 3 clusters Score -1.957619e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 148533 members 
Entering Unmasked Estep 
Score: -19576200.000000 Penalty: 5923.727539
	Iteration 108Q: 3 clusters Score -1.95762e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 148560 members 
Entering Unmasked Estep 
Score: -19576214.000000 Penalty: 5923.727539
	Iteration 109Q: 3 clusters Score -1.957621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 148575 members 
Entering Unmasked Estep 
Score: -19576222.000000 Penalty: 5923.727539
	Iteration 110Q: 3 clusters Score -1.957622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 148586 members 
Entering Unmasked Estep 
Score: -19576226.000000 Penalty: 5923.727539
	Iteration 111Q: 3 clusters Score -1.957623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 148597 members 
Entering Unmasked Estep 
Score: -19576192.000000 Penalty: 5923.727539
	Iteration 112Q: 3 clusters Score -1.957619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 148607 members 
Entering Unmasked Estep 
Score: -19576190.000000 Penalty: 5923.727539
	Iteration 113Q: 3 clusters Score -1.957619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 148612 members 
Entering Unmasked Estep 
Score: -19576210.000000 Penalty: 5923.727539
	Iteration 114Q: 3 clusters Score -1.957621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 148615 members 
Entering Unmasked Estep 
Score: -19576194.000000 Penalty: 5923.727539
	Iteration 115Q: 3 clusters Score -1.957619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 148616 members 
Entering Unmasked Estep 
Score: -19576198.000000 Penalty: 5923.727539
	Iteration 116Q: 3 clusters Score -1.95762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 148616 members 
Entering Unmasked Estep 
Score: -19576198.000000 Penalty: 5923.727539
	Iteration 117F: 3 clusters Score -1.95762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157630 members 
Mstep: Class 3 contains 188656 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 79849 members 
Mstep: Class 9 contains 152101 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87833 members 
Mstep: Class 12 contains 166339 members 
Mstep: Class 13 contains 77527 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87344 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 148616 members 
Entering Unmasked Estep 
Score: -161336032.000000 Penalty: 87239.546875
Splitting cluster 7 changes total score from -161336816.000000 to -161336032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (79849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Entering Unmasked Estep 
Score: -9916421.000000 Penalty: 2799.397217
	Iteration 0F: 2 clusters Score -9916421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -9863068.000000 Penalty: 5598.794434
	Iteration 0F: 3 clusters Score -9863068 nChanged 37479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -9884683.000000 Penalty: 5598.794434
	Iteration 1F: 3 clusters Score -9884683 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -9885847.000000 Penalty: 5598.794434
	Iteration 2Q: 3 clusters Score -9885847 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -9887873.000000 Penalty: 5598.794434
	Iteration 3F: 3 clusters Score -9887873 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -9891431.000000 Penalty: 5598.794434
	Iteration 4F: 3 clusters Score -9891431 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -9897059.000000 Penalty: 5598.794434
	Iteration 5F: 3 clusters Score -9897059 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -9903791.000000 Penalty: 5598.794434
	Iteration 6F: 3 clusters Score -9903791 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 74806 members 
Entering Unmasked Estep 
Score: -9909288.000000 Penalty: 5598.794434
	Iteration 7F: 3 clusters Score -9909288 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 77781 members 
Entering Unmasked Estep 
Score: -9912193.000000 Penalty: 5598.794434
	Iteration 8Q: 3 clusters Score -9912193 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -9913314.000000 Penalty: 5598.794434
	Iteration 9Q: 3 clusters Score -9913314 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 79333 members 
Entering Unmasked Estep 
Score: -9913695.000000 Penalty: 5598.794434
	Iteration 10Q: 3 clusters Score -9913695 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 79463 members 
Entering Unmasked Estep 
Score: -9913867.000000 Penalty: 5598.794434
	Iteration 11Q: 3 clusters Score -9913867 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -9913927.000000 Penalty: 5598.794434
	Iteration 12Q: 3 clusters Score -9913927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 79536 members 
Entering Unmasked Estep 
Score: -9913963.000000 Penalty: 5598.794434
	Iteration 13Q: 3 clusters Score -9913963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 79545 members 
Entering Unmasked Estep 
Score: -9913968.000000 Penalty: 5598.794434
	Iteration 14Q: 3 clusters Score -9913968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -9913979.000000 Penalty: 5598.794434
	Iteration 15Q: 3 clusters Score -9913979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -9914007.000000 Penalty: 5598.794434
	Iteration 16Q: 3 clusters Score -9914007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -9914002.000000 Penalty: 5598.794434
	Iteration 17Q: 3 clusters Score -9914002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 79560 members 
Entering Unmasked Estep 
Score: -9914007.000000 Penalty: 5598.794434
	Iteration 18Q: 3 clusters Score -9914007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -9914016.000000 Penalty: 5598.794434
	Iteration 19Q: 3 clusters Score -9914016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 79560 members 
Entering Unmasked Estep 
Score: -9914017.000000 Penalty: 5598.794434
	Iteration 20F: 3 clusters Score -9914017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -9914011.000000 Penalty: 5598.794434
	Iteration 21Q: 3 clusters Score -9914011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 79558 members 
Entering Unmasked Estep 
Score: -9914018.000000 Penalty: 5598.794434
	Iteration 22Q: 3 clusters Score -9914018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -9914018.000000 Penalty: 5598.794434
	Iteration 23Q: 3 clusters Score -9914018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -9914018.000000 Penalty: 5598.794434
	Iteration 24F: 3 clusters Score -9914018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (152101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152101 members 
Entering Unmasked Estep 
Score: -19392296.000000 Penalty: 2959.210205
	Iteration 0F: 2 clusters Score -1.93923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -19293792.000000 Penalty: 5918.420410
	Iteration 0F: 3 clusters Score -1.929379e+07 nChanged 72571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 78936 members 
Entering Unmasked Estep 
Score: -19335520.000000 Penalty: 5918.420410
	Iteration 1F: 3 clusters Score -1.933552e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71312 members 
Mstep: Class 2 contains 80789 members 
Entering Unmasked Estep 
Score: -19336550.000000 Penalty: 5918.420410
	Iteration 2Q: 3 clusters Score -1.933655e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68484 members 
Mstep: Class 2 contains 83617 members 
Entering Unmasked Estep 
Score: -19337634.000000 Penalty: 5918.420410
	Iteration 3Q: 3 clusters Score -1.933763e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 87931 members 
Entering Unmasked Estep 
Score: -19339384.000000 Penalty: 5918.420410
	Iteration 4Q: 3 clusters Score -1.933938e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57797 members 
Mstep: Class 2 contains 94304 members 
Entering Unmasked Estep 
Score: -19342460.000000 Penalty: 5918.420410
	Iteration 5Q: 3 clusters Score -1.934246e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 103472 members 
Entering Unmasked Estep 
Score: -19347788.000000 Penalty: 5918.420410
	Iteration 6F: 3 clusters Score -1.934779e+07 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 115439 members 
Entering Unmasked Estep 
Score: -19356794.000000 Penalty: 5918.420410
	Iteration 7F: 3 clusters Score -1.935679e+07 nChanged 13286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 128685 members 
Entering Unmasked Estep 
Score: -19368460.000000 Penalty: 5918.420410
	Iteration 8F: 3 clusters Score -1.936846e+07 nChanged 11463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 140128 members 
Entering Unmasked Estep 
Score: -19379524.000000 Penalty: 5918.420410
	Iteration 9F: 3 clusters Score -1.937952e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 147232 members 
Entering Unmasked Estep 
Score: -19385670.000000 Penalty: 5918.420410
	Iteration 10Q: 3 clusters Score -1.938567e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 150292 members 
Entering Unmasked Estep 
Score: -19388452.000000 Penalty: 5918.420410
	Iteration 11Q: 3 clusters Score -1.938845e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 151276 members 
Entering Unmasked Estep 
Score: -19389144.000000 Penalty: 5918.420410
	Iteration 12Q: 3 clusters Score -1.938914e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 151592 members 
Entering Unmasked Estep 
Score: -19389494.000000 Penalty: 5918.420410
	Iteration 13Q: 3 clusters Score -1.938949e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 151697 members 
Entering Unmasked Estep 
Score: -19389604.000000 Penalty: 5918.420410
	Iteration 14Q: 3 clusters Score -1.93896e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 151748 members 
Entering Unmasked Estep 
Score: -19389680.000000 Penalty: 5918.420410
	Iteration 15Q: 3 clusters Score -1.938968e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 151772 members 
Entering Unmasked Estep 
Score: -19389726.000000 Penalty: 5918.420410
	Iteration 16Q: 3 clusters Score -1.938973e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 151782 members 
Entering Unmasked Estep 
Score: -19389754.000000 Penalty: 5918.420410
	Iteration 17Q: 3 clusters Score -1.938975e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 151799 members 
Entering Unmasked Estep 
Score: -19389764.000000 Penalty: 5918.420410
	Iteration 18Q: 3 clusters Score -1.938976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 151802 members 
Entering Unmasked Estep 
Score: -19389776.000000 Penalty: 5918.420410
	Iteration 19Q: 3 clusters Score -1.938978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 151806 members 
Entering Unmasked Estep 
Score: -19389780.000000 Penalty: 5918.420410
	Iteration 20F: 3 clusters Score -1.938978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 151805 members 
Entering Unmasked Estep 
Score: -19389784.000000 Penalty: 5918.420410
	Iteration 21Q: 3 clusters Score -1.938978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 151804 members 
Entering Unmasked Estep 
Score: -19389796.000000 Penalty: 5918.420410
	Iteration 22Q: 3 clusters Score -1.93898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 151803 members 
Entering Unmasked Estep 
Score: -19389794.000000 Penalty: 5918.420410
	Iteration 23Q: 3 clusters Score -1.938979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 151805 members 
Entering Unmasked Estep 
Score: -19389788.000000 Penalty: 5918.420410
	Iteration 24Q: 3 clusters Score -1.938979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 151806 members 
Entering Unmasked Estep 
Score: -19389782.000000 Penalty: 5918.420410
	Iteration 25Q: 3 clusters Score -1.938978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 151806 members 
Entering Unmasked Estep 
Score: -19389782.000000 Penalty: 5918.420410
	Iteration 26F: 3 clusters Score -1.938978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (82057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82057 members 
Entering Unmasked Estep 
Score: -10391110.000000 Penalty: 2806.162109
	Iteration 0F: 2 clusters Score -1.039111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -10336420.000000 Penalty: 5612.324219
	Iteration 0F: 3 clusters Score -1.033642e+07 nChanged 38456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -10358278.000000 Penalty: 5612.324219
	Iteration 1F: 3 clusters Score -1.035828e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -10359861.000000 Penalty: 5612.324219
	Iteration 2Q: 3 clusters Score -1.035986e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -10362082.000000 Penalty: 5612.324219
	Iteration 3F: 3 clusters Score -1.036208e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -10364946.000000 Penalty: 5612.324219
	Iteration 4F: 3 clusters Score -1.036495e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -10368362.000000 Penalty: 5612.324219
	Iteration 5F: 3 clusters Score -1.036836e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -10372306.000000 Penalty: 5612.324219
	Iteration 6F: 3 clusters Score -1.037231e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -10376314.000000 Penalty: 5612.324219
	Iteration 7F: 3 clusters Score -1.037631e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -10379884.000000 Penalty: 5612.324219
	Iteration 8F: 3 clusters Score -1.037988e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -10382725.000000 Penalty: 5612.324219
	Iteration 9Q: 3 clusters Score -1.038272e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -10384674.000000 Penalty: 5612.324219
	Iteration 10Q: 3 clusters Score -1.038467e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73009 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -10386032.000000 Penalty: 5612.324219
	Iteration 11Q: 3 clusters Score -1.038603e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74472 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -10387017.000000 Penalty: 5612.324219
	Iteration 12Q: 3 clusters Score -1.038702e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -10387670.000000 Penalty: 5612.324219
	Iteration 13Q: 3 clusters Score -1.038767e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -10388192.000000 Penalty: 5612.324219
	Iteration 14Q: 3 clusters Score -1.038819e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77096 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -10388634.000000 Penalty: 5612.324219
	Iteration 15Q: 3 clusters Score -1.038863e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -10389006.000000 Penalty: 5612.324219
	Iteration 16Q: 3 clusters Score -1.038901e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78030 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -10389513.000000 Penalty: 5612.324219
	Iteration 17Q: 3 clusters Score -1.038951e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78303 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -10389974.000000 Penalty: 5612.324219
	Iteration 18Q: 3 clusters Score -1.038997e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -10390238.000000 Penalty: 5612.324219
	Iteration 19Q: 3 clusters Score -1.039024e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -10390359.000000 Penalty: 5612.324219
	Iteration 20F: 3 clusters Score -1.039036e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -10390393.000000 Penalty: 5612.324219
	Iteration 21Q: 3 clusters Score -1.039039e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78824 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -10390412.000000 Penalty: 5612.324219
	Iteration 22Q: 3 clusters Score -1.039041e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -10390425.000000 Penalty: 5612.324219
	Iteration 23Q: 3 clusters Score -1.039042e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -10390443.000000 Penalty: 5612.324219
	Iteration 24Q: 3 clusters Score -1.039044e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -10390423.000000 Penalty: 5612.324219
	Iteration 25Q: 3 clusters Score -1.039042e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -10390436.000000 Penalty: 5612.324219
	Iteration 26Q: 3 clusters Score -1.039044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -10390441.000000 Penalty: 5612.324219
	Iteration 27Q: 3 clusters Score -1.039044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -10390438.000000 Penalty: 5612.324219
	Iteration 28Q: 3 clusters Score -1.039044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -10390438.000000 Penalty: 5612.324219
	Iteration 29Q: 3 clusters Score -1.039044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78958 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -10390441.000000 Penalty: 5612.324219
	Iteration 30Q: 3 clusters Score -1.039044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -10390439.000000 Penalty: 5612.324219
	Iteration 31Q: 3 clusters Score -1.039044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -10390444.000000 Penalty: 5612.324219
	Iteration 32Q: 3 clusters Score -1.039044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78976 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -10390449.000000 Penalty: 5612.324219
	Iteration 33Q: 3 clusters Score -1.039045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78978 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -10390450.000000 Penalty: 5612.324219
	Iteration 34Q: 3 clusters Score -1.039045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78978 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -10390450.000000 Penalty: 5612.324219
	Iteration 35F: 3 clusters Score -1.039045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87833 members 
Entering Unmasked Estep 
Score: -11284410.000000 Penalty: 2823.031982
	Iteration 0F: 2 clusters Score -1.128441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -11225936.000000 Penalty: 5646.063965
	Iteration 0F: 3 clusters Score -1.122594e+07 nChanged 41307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -11249102.000000 Penalty: 5646.063965
	Iteration 1F: 3 clusters Score -1.12491e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -11249654.000000 Penalty: 5646.063965
	Iteration 2Q: 3 clusters Score -1.124965e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -11250282.000000 Penalty: 5646.063965
	Iteration 3Q: 3 clusters Score -1.125028e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -11251043.000000 Penalty: 5646.063965
	Iteration 4Q: 3 clusters Score -1.125104e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -11252075.000000 Penalty: 5646.063965
	Iteration 5Q: 3 clusters Score -1.125208e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -11253354.000000 Penalty: 5646.063965
	Iteration 6Q: 3 clusters Score -1.125335e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -11255316.000000 Penalty: 5646.063965
	Iteration 7Q: 3 clusters Score -1.125532e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -11258257.000000 Penalty: 5646.063965
	Iteration 8F: 3 clusters Score -1.125826e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -11262339.000000 Penalty: 5646.063965
	Iteration 9F: 3 clusters Score -1.126234e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -11267211.000000 Penalty: 5646.063965
	Iteration 10F: 3 clusters Score -1.126721e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -11271456.000000 Penalty: 5646.063965
	Iteration 11F: 3 clusters Score -1.127146e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
Score: -11273652.000000 Penalty: 5646.063965
	Iteration 12Q: 3 clusters Score -1.127365e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -11274647.000000 Penalty: 5646.063965
	Iteration 13Q: 3 clusters Score -1.127465e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -11275194.000000 Penalty: 5646.063965
	Iteration 14Q: 3 clusters Score -1.127519e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -11275667.000000 Penalty: 5646.063965
	Iteration 15Q: 3 clusters Score -1.127567e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -11276096.000000 Penalty: 5646.063965
	Iteration 16Q: 3 clusters Score -1.12761e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -11276452.000000 Penalty: 5646.063965
	Iteration 17Q: 3 clusters Score -1.127645e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -11276936.000000 Penalty: 5646.063965
	Iteration 18Q: 3 clusters Score -1.127694e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 69997 members 
Entering Unmasked Estep 
Score: -11277302.000000 Penalty: 5646.063965
	Iteration 19Q: 3 clusters Score -1.12773e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 71033 members 
Entering Unmasked Estep 
Score: -11277611.000000 Penalty: 5646.063965
	Iteration 20F: 3 clusters Score -1.127761e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -11277920.000000 Penalty: 5646.063965
	Iteration 21Q: 3 clusters Score -1.127792e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -11278271.000000 Penalty: 5646.063965
	Iteration 22Q: 3 clusters Score -1.127827e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -11278571.000000 Penalty: 5646.063965
	Iteration 23Q: 3 clusters Score -1.127857e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -11278840.000000 Penalty: 5646.063965
	Iteration 24Q: 3 clusters Score -1.127884e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 75729 members 
Entering Unmasked Estep 
Score: -11279154.000000 Penalty: 5646.063965
	Iteration 25Q: 3 clusters Score -1.127915e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -11279504.000000 Penalty: 5646.063965
	Iteration 26Q: 3 clusters Score -1.12795e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 77486 members 
Entering Unmasked Estep 
Score: -11279766.000000 Penalty: 5646.063965
	Iteration 27Q: 3 clusters Score -1.127977e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -11279935.000000 Penalty: 5646.063965
	Iteration 28Q: 3 clusters Score -1.127994e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -11280183.000000 Penalty: 5646.063965
	Iteration 29Q: 3 clusters Score -1.128018e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 79623 members 
Entering Unmasked Estep 
Score: -11280361.000000 Penalty: 5646.063965
	Iteration 30Q: 3 clusters Score -1.128036e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -11280562.000000 Penalty: 5646.063965
	Iteration 31Q: 3 clusters Score -1.128056e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 80906 members 
Entering Unmasked Estep 
Score: -11280795.000000 Penalty: 5646.063965
	Iteration 32Q: 3 clusters Score -1.12808e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 81529 members 
Entering Unmasked Estep 
Score: -11280988.000000 Penalty: 5646.063965
	Iteration 33Q: 3 clusters Score -1.128099e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -11281222.000000 Penalty: 5646.063965
	Iteration 34Q: 3 clusters Score -1.128122e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -11281398.000000 Penalty: 5646.063965
	Iteration 35Q: 3 clusters Score -1.12814e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 83011 members 
Entering Unmasked Estep 
Score: -11281553.000000 Penalty: 5646.063965
	Iteration 36Q: 3 clusters Score -1.128155e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -11281651.000000 Penalty: 5646.063965
	Iteration 37Q: 3 clusters Score -1.128165e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 83761 members 
Entering Unmasked Estep 
Score: -11281772.000000 Penalty: 5646.063965
	Iteration 38Q: 3 clusters Score -1.128177e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
Score: -11281893.000000 Penalty: 5646.063965
	Iteration 39Q: 3 clusters Score -1.128189e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 84385 members 
Entering Unmasked Estep 
Score: -11281957.000000 Penalty: 5646.063965
	Iteration 40F: 3 clusters Score -1.128196e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -11282044.000000 Penalty: 5646.063965
	Iteration 41Q: 3 clusters Score -1.128204e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 84904 members 
Entering Unmasked Estep 
Score: -11282111.000000 Penalty: 5646.063965
	Iteration 42Q: 3 clusters Score -1.128211e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 85135 members 
Entering Unmasked Estep 
Score: -11282196.000000 Penalty: 5646.063965
	Iteration 43Q: 3 clusters Score -1.12822e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 85313 members 
Entering Unmasked Estep 
Score: -11282272.000000 Penalty: 5646.063965
	Iteration 44Q: 3 clusters Score -1.128227e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 85461 members 
Entering Unmasked Estep 
Score: -11282306.000000 Penalty: 5646.063965
	Iteration 45Q: 3 clusters Score -1.128231e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 85572 members 
Entering Unmasked Estep 
Score: -11282346.000000 Penalty: 5646.063965
	Iteration 46Q: 3 clusters Score -1.128235e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -11282389.000000 Penalty: 5646.063965
	Iteration 47Q: 3 clusters Score -1.128239e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 85742 members 
Entering Unmasked Estep 
Score: -11282431.000000 Penalty: 5646.063965
	Iteration 48Q: 3 clusters Score -1.128243e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 85805 members 
Entering Unmasked Estep 
Score: -11282445.000000 Penalty: 5646.063965
	Iteration 49Q: 3 clusters Score -1.128244e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 85865 members 
Entering Unmasked Estep 
Score: -11282462.000000 Penalty: 5646.063965
	Iteration 50Q: 3 clusters Score -1.128246e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
Score: -11282469.000000 Penalty: 5646.063965
	Iteration 51Q: 3 clusters Score -1.128247e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 85951 members 
Entering Unmasked Estep 
Score: -11282460.000000 Penalty: 5646.063965
	Iteration 52Q: 3 clusters Score -1.128246e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 85982 members 
Entering Unmasked Estep 
Score: -11282457.000000 Penalty: 5646.063965
	Iteration 53Q: 3 clusters Score -1.128246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 86006 members 
Entering Unmasked Estep 
Score: -11282460.000000 Penalty: 5646.063965
	Iteration 54Q: 3 clusters Score -1.128246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 86030 members 
Entering Unmasked Estep 
Score: -11282470.000000 Penalty: 5646.063965
	Iteration 55Q: 3 clusters Score -1.128247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 86046 members 
Entering Unmasked Estep 
Score: -11282465.000000 Penalty: 5646.063965
	Iteration 56Q: 3 clusters Score -1.128246e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 86071 members 
Entering Unmasked Estep 
Score: -11282478.000000 Penalty: 5646.063965
	Iteration 57Q: 3 clusters Score -1.128248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 86093 members 
Entering Unmasked Estep 
Score: -11282470.000000 Penalty: 5646.063965
	Iteration 58Q: 3 clusters Score -1.128247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 86112 members 
Entering Unmasked Estep 
Score: -11282468.000000 Penalty: 5646.063965
	Iteration 59Q: 3 clusters Score -1.128247e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 86139 members 
Entering Unmasked Estep 
Score: -11282478.000000 Penalty: 5646.063965
	Iteration 60F: 3 clusters Score -1.128248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 86156 members 
Entering Unmasked Estep 
Score: -11282490.000000 Penalty: 5646.063965
	Iteration 61Q: 3 clusters Score -1.128249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 86171 members 
Entering Unmasked Estep 
Score: -11282485.000000 Penalty: 5646.063965
	Iteration 62Q: 3 clusters Score -1.128248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 86189 members 
Entering Unmasked Estep 
Score: -11282499.000000 Penalty: 5646.063965
	Iteration 63Q: 3 clusters Score -1.12825e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 86213 members 
Entering Unmasked Estep 
Score: -11282506.000000 Penalty: 5646.063965
	Iteration 64Q: 3 clusters Score -1.128251e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 86231 members 
Entering Unmasked Estep 
Score: -11282517.000000 Penalty: 5646.063965
	Iteration 65Q: 3 clusters Score -1.128252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -11282520.000000 Penalty: 5646.063965
	Iteration 66Q: 3 clusters Score -1.128252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 86267 members 
Entering Unmasked Estep 
Score: -11282528.000000 Penalty: 5646.063965
	Iteration 67Q: 3 clusters Score -1.128253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -11282529.000000 Penalty: 5646.063965
	Iteration 68Q: 3 clusters Score -1.128253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 86290 members 
Entering Unmasked Estep 
Score: -11282535.000000 Penalty: 5646.063965
	Iteration 69Q: 3 clusters Score -1.128254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 86303 members 
Entering Unmasked Estep 
Score: -11282530.000000 Penalty: 5646.063965
	Iteration 70Q: 3 clusters Score -1.128253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 86309 members 
Entering Unmasked Estep 
Score: -11282529.000000 Penalty: 5646.063965
	Iteration 71Q: 3 clusters Score -1.128253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 86312 members 
Entering Unmasked Estep 
Score: -11282529.000000 Penalty: 5646.063965
	Iteration 72Q: 3 clusters Score -1.128253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
Score: -11282528.000000 Penalty: 5646.063965
	Iteration 73Q: 3 clusters Score -1.128253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 86318 members 
Entering Unmasked Estep 
Score: -11282531.000000 Penalty: 5646.063965
	Iteration 74Q: 3 clusters Score -1.128253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 86320 members 
Entering Unmasked Estep 
Score: -11282536.000000 Penalty: 5646.063965
	Iteration 75Q: 3 clusters Score -1.128254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -11282539.000000 Penalty: 5646.063965
	Iteration 76Q: 3 clusters Score -1.128254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -11282537.000000 Penalty: 5646.063965
	Iteration 77Q: 3 clusters Score -1.128254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -11282537.000000 Penalty: 5646.063965
	Iteration 78F: 3 clusters Score -1.128254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (166339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166339 members 
Entering Unmasked Estep 
Score: -21173038.000000 Penalty: 2981.402100
	Iteration 0F: 2 clusters Score -2.117304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 83198 members 
Entering Unmasked Estep 
Score: -21064500.000000 Penalty: 5962.804199
	Iteration 0F: 3 clusters Score -2.10645e+07 nChanged 79562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83475 members 
Mstep: Class 2 contains 82864 members 
Entering Unmasked Estep 
Score: -21111000.000000 Penalty: 5962.804199
	Iteration 1F: 3 clusters Score -2.1111e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83263 members 
Mstep: Class 2 contains 83076 members 
Entering Unmasked Estep 
Score: -21112022.000000 Penalty: 5962.804199
	Iteration 2Q: 3 clusters Score -2.111202e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82661 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -21113040.000000 Penalty: 5962.804199
	Iteration 3Q: 3 clusters Score -2.111304e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81633 members 
Mstep: Class 2 contains 84706 members 
Entering Unmasked Estep 
Score: -21114352.000000 Penalty: 5962.804199
	Iteration 4Q: 3 clusters Score -2.111435e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79878 members 
Mstep: Class 2 contains 86461 members 
Entering Unmasked Estep 
Score: -21116158.000000 Penalty: 5962.804199
	Iteration 5Q: 3 clusters Score -2.111616e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 89165 members 
Entering Unmasked Estep 
Score: -21119506.000000 Penalty: 5962.804199
	Iteration 6Q: 3 clusters Score -2.111951e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 93053 members 
Entering Unmasked Estep 
Score: -21124542.000000 Penalty: 5962.804199
	Iteration 7F: 3 clusters Score -2.112454e+07 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 97864 members 
Entering Unmasked Estep 
Score: -21132512.000000 Penalty: 5962.804199
	Iteration 8F: 3 clusters Score -2.113251e+07 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 102989 members 
Entering Unmasked Estep 
Score: -21142182.000000 Penalty: 5962.804199
	Iteration 9F: 3 clusters Score -2.114218e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 107104 members 
Entering Unmasked Estep 
Score: -21149212.000000 Penalty: 5962.804199
	Iteration 10F: 3 clusters Score -2.114921e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 110223 members 
Entering Unmasked Estep 
Score: -21152232.000000 Penalty: 5962.804199
	Iteration 11Q: 3 clusters Score -2.115223e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 113060 members 
Entering Unmasked Estep 
Score: -21153818.000000 Penalty: 5962.804199
	Iteration 12Q: 3 clusters Score -2.115382e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 115836 members 
Entering Unmasked Estep 
Score: -21155158.000000 Penalty: 5962.804199
	Iteration 13Q: 3 clusters Score -2.115516e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 118577 members 
Entering Unmasked Estep 
Score: -21156442.000000 Penalty: 5962.804199
	Iteration 14Q: 3 clusters Score -2.115644e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 121283 members 
Entering Unmasked Estep 
Score: -21157800.000000 Penalty: 5962.804199
	Iteration 15Q: 3 clusters Score -2.11578e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 124026 members 
Entering Unmasked Estep 
Score: -21159014.000000 Penalty: 5962.804199
	Iteration 16Q: 3 clusters Score -2.115901e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 126745 members 
Entering Unmasked Estep 
Score: -21160130.000000 Penalty: 5962.804199
	Iteration 17Q: 3 clusters Score -2.116013e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 129443 members 
Entering Unmasked Estep 
Score: -21161056.000000 Penalty: 5962.804199
	Iteration 18Q: 3 clusters Score -2.116106e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 132025 members 
Entering Unmasked Estep 
Score: -21162030.000000 Penalty: 5962.804199
	Iteration 19Q: 3 clusters Score -2.116203e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 134529 members 
Entering Unmasked Estep 
Score: -21163032.000000 Penalty: 5962.804199
	Iteration 20F: 3 clusters Score -2.116303e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 136959 members 
Entering Unmasked Estep 
Score: -21163964.000000 Penalty: 5962.804199
	Iteration 21Q: 3 clusters Score -2.116396e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 139319 members 
Entering Unmasked Estep 
Score: -21164912.000000 Penalty: 5962.804199
	Iteration 22Q: 3 clusters Score -2.116491e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 141652 members 
Entering Unmasked Estep 
Score: -21165846.000000 Penalty: 5962.804199
	Iteration 23Q: 3 clusters Score -2.116585e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 143876 members 
Entering Unmasked Estep 
Score: -21166766.000000 Penalty: 5962.804199
	Iteration 24Q: 3 clusters Score -2.116677e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 146033 members 
Entering Unmasked Estep 
Score: -21167558.000000 Penalty: 5962.804199
	Iteration 25Q: 3 clusters Score -2.116756e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 148153 members 
Entering Unmasked Estep 
Score: -21168394.000000 Penalty: 5962.804199
	Iteration 26Q: 3 clusters Score -2.116839e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 150186 members 
Entering Unmasked Estep 
Score: -21169186.000000 Penalty: 5962.804199
	Iteration 27Q: 3 clusters Score -2.116919e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 152067 members 
Entering Unmasked Estep 
Score: -21169642.000000 Penalty: 5962.804199
	Iteration 28Q: 3 clusters Score -2.116964e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 153854 members 
Entering Unmasked Estep 
Score: -21170048.000000 Penalty: 5962.804199
	Iteration 29Q: 3 clusters Score -2.117005e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 155502 members 
Entering Unmasked Estep 
Score: -21170562.000000 Penalty: 5962.804199
	Iteration 30Q: 3 clusters Score -2.117056e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 157014 members 
Entering Unmasked Estep 
Score: -21170892.000000 Penalty: 5962.804199
	Iteration 31Q: 3 clusters Score -2.117089e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 158330 members 
Entering Unmasked Estep 
Score: -21171068.000000 Penalty: 5962.804199
	Iteration 32Q: 3 clusters Score -2.117107e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 159462 members 
Entering Unmasked Estep 
Score: -21171292.000000 Penalty: 5962.804199
	Iteration 33Q: 3 clusters Score -2.117129e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 160452 members 
Entering Unmasked Estep 
Score: -21171456.000000 Penalty: 5962.804199
	Iteration 34Q: 3 clusters Score -2.117146e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 161320 members 
Entering Unmasked Estep 
Score: -21171600.000000 Penalty: 5962.804199
	Iteration 35Q: 3 clusters Score -2.11716e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 162029 members 
Entering Unmasked Estep 
Score: -21171604.000000 Penalty: 5962.804199
	Iteration 36Q: 3 clusters Score -2.11716e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 162576 members 
Entering Unmasked Estep 
Score: -21171628.000000 Penalty: 5962.804199
	Iteration 37Q: 3 clusters Score -2.117163e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 163012 members 
Entering Unmasked Estep 
Score: -21171632.000000 Penalty: 5962.804199
	Iteration 38Q: 3 clusters Score -2.117163e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 163397 members 
Entering Unmasked Estep 
Score: -21171616.000000 Penalty: 5962.804199
	Iteration 39Q: 3 clusters Score -2.117162e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 163680 members 
Entering Unmasked Estep 
Score: -21171650.000000 Penalty: 5962.804199
	Iteration 40F: 3 clusters Score -2.117165e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 163904 members 
Entering Unmasked Estep 
Score: -21171624.000000 Penalty: 5962.804199
	Iteration 41Q: 3 clusters Score -2.117162e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 164090 members 
Entering Unmasked Estep 
Score: -21171594.000000 Penalty: 5962.804199
	Iteration 42Q: 3 clusters Score -2.117159e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 164245 members 
Entering Unmasked Estep 
Score: -21171588.000000 Penalty: 5962.804199
	Iteration 43Q: 3 clusters Score -2.117159e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 164358 members 
Entering Unmasked Estep 
Score: -21171554.000000 Penalty: 5962.804199
	Iteration 44Q: 3 clusters Score -2.117155e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 164463 members 
Entering Unmasked Estep 
Score: -21171570.000000 Penalty: 5962.804199
	Iteration 45Q: 3 clusters Score -2.117157e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 164530 members 
Entering Unmasked Estep 
Score: -21171572.000000 Penalty: 5962.804199
	Iteration 46Q: 3 clusters Score -2.117157e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 164595 members 
Entering Unmasked Estep 
Score: -21171586.000000 Penalty: 5962.804199
	Iteration 47Q: 3 clusters Score -2.117159e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 164655 members 
Entering Unmasked Estep 
Score: -21171590.000000 Penalty: 5962.804199
	Iteration 48Q: 3 clusters Score -2.117159e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 164703 members 
Entering Unmasked Estep 
Score: -21171556.000000 Penalty: 5962.804199
	Iteration 49Q: 3 clusters Score -2.117156e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 164739 members 
Entering Unmasked Estep 
Score: -21171574.000000 Penalty: 5962.804199
	Iteration 50Q: 3 clusters Score -2.117157e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 164764 members 
Entering Unmasked Estep 
Score: -21171564.000000 Penalty: 5962.804199
	Iteration 51Q: 3 clusters Score -2.117156e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 164790 members 
Entering Unmasked Estep 
Score: -21171548.000000 Penalty: 5962.804199
	Iteration 52Q: 3 clusters Score -2.117155e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 164820 members 
Entering Unmasked Estep 
Score: -21171538.000000 Penalty: 5962.804199
	Iteration 53Q: 3 clusters Score -2.117154e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 164850 members 
Entering Unmasked Estep 
Score: -21171540.000000 Penalty: 5962.804199
	Iteration 54Q: 3 clusters Score -2.117154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 164863 members 
Entering Unmasked Estep 
Score: -21171522.000000 Penalty: 5962.804199
	Iteration 55Q: 3 clusters Score -2.117152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 164874 members 
Entering Unmasked Estep 
Score: -21171546.000000 Penalty: 5962.804199
	Iteration 56Q: 3 clusters Score -2.117155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 164885 members 
Entering Unmasked Estep 
Score: -21171542.000000 Penalty: 5962.804199
	Iteration 57Q: 3 clusters Score -2.117154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 164894 members 
Entering Unmasked Estep 
Score: -21171548.000000 Penalty: 5962.804199
	Iteration 58Q: 3 clusters Score -2.117155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 164902 members 
Entering Unmasked Estep 
Score: -21171544.000000 Penalty: 5962.804199
	Iteration 59Q: 3 clusters Score -2.117154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 164908 members 
Entering Unmasked Estep 
Score: -21171536.000000 Penalty: 5962.804199
	Iteration 60F: 3 clusters Score -2.117154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 164911 members 
Entering Unmasked Estep 
Score: -21171550.000000 Penalty: 5962.804199
	Iteration 61Q: 3 clusters Score -2.117155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 164913 members 
Entering Unmasked Estep 
Score: -21171558.000000 Penalty: 5962.804199
	Iteration 62Q: 3 clusters Score -2.117156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 164916 members 
Entering Unmasked Estep 
Score: -21171554.000000 Penalty: 5962.804199
	Iteration 63Q: 3 clusters Score -2.117155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 164919 members 
Entering Unmasked Estep 
Score: -21171546.000000 Penalty: 5962.804199
	Iteration 64Q: 3 clusters Score -2.117155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 164924 members 
Entering Unmasked Estep 
Score: -21171546.000000 Penalty: 5962.804199
	Iteration 65Q: 3 clusters Score -2.117155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 164932 members 
Entering Unmasked Estep 
Score: -21171542.000000 Penalty: 5962.804199
	Iteration 66Q: 3 clusters Score -2.117154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 164938 members 
Entering Unmasked Estep 
Score: -21171558.000000 Penalty: 5962.804199
	Iteration 67Q: 3 clusters Score -2.117156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 164941 members 
Entering Unmasked Estep 
Score: -21171552.000000 Penalty: 5962.804199
	Iteration 68Q: 3 clusters Score -2.117155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 164944 members 
Entering Unmasked Estep 
Score: -21171554.000000 Penalty: 5962.804199
	Iteration 69Q: 3 clusters Score -2.117155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 164946 members 
Entering Unmasked Estep 
Score: -21171542.000000 Penalty: 5962.804199
	Iteration 70Q: 3 clusters Score -2.117154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 164948 members 
Entering Unmasked Estep 
Score: -21171548.000000 Penalty: 5962.804199
	Iteration 71Q: 3 clusters Score -2.117155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 164950 members 
Entering Unmasked Estep 
Score: -21171560.000000 Penalty: 5962.804199
	Iteration 72Q: 3 clusters Score -2.117156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 164954 members 
Entering Unmasked Estep 
Score: -21171536.000000 Penalty: 5962.804199
	Iteration 73Q: 3 clusters Score -2.117154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 164955 members 
Entering Unmasked Estep 
Score: -21171544.000000 Penalty: 5962.804199
	Iteration 74Q: 3 clusters Score -2.117154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 164957 members 
Entering Unmasked Estep 
Score: -21171544.000000 Penalty: 5962.804199
	Iteration 75Q: 3 clusters Score -2.117154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 164959 members 
Entering Unmasked Estep 
Score: -21171542.000000 Penalty: 5962.804199
	Iteration 76Q: 3 clusters Score -2.117154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 164959 members 
Entering Unmasked Estep 
Score: -21171542.000000 Penalty: 5962.804199
	Iteration 77F: 3 clusters Score -2.117154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77527 members 
Entering Unmasked Estep 
Score: -10004601.000000 Penalty: 2792.078613
	Iteration 0F: 2 clusters Score -1.00046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -9952710.000000 Penalty: 5584.157227
	Iteration 0F: 3 clusters Score -9952710 nChanged 36266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -9973092.000000 Penalty: 5584.157227
	Iteration 1F: 3 clusters Score -9973092 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -9973781.000000 Penalty: 5584.157227
	Iteration 2Q: 3 clusters Score -9973781 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -9974538.000000 Penalty: 5584.157227
	Iteration 3Q: 3 clusters Score -9974538 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -9975532.000000 Penalty: 5584.157227
	Iteration 4Q: 3 clusters Score -9975532 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -9976821.000000 Penalty: 5584.157227
	Iteration 5Q: 3 clusters Score -9976821 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -9978690.000000 Penalty: 5584.157227
	Iteration 6Q: 3 clusters Score -9978690 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -9981087.000000 Penalty: 5584.157227
	Iteration 7F: 3 clusters Score -9981087 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -9984112.000000 Penalty: 5584.157227
	Iteration 8F: 3 clusters Score -9984112 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -9987594.000000 Penalty: 5584.157227
	Iteration 9F: 3 clusters Score -9987594 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -9991182.000000 Penalty: 5584.157227
	Iteration 10F: 3 clusters Score -9991182 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -9993824.000000 Penalty: 5584.157227
	Iteration 11F: 3 clusters Score -9993824 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -9995142.000000 Penalty: 5584.157227
	Iteration 12Q: 3 clusters Score -9995142 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -9995519.000000 Penalty: 5584.157227
	Iteration 13Q: 3 clusters Score -9995519 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -9995703.000000 Penalty: 5584.157227
	Iteration 14Q: 3 clusters Score -9995703 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -9995844.000000 Penalty: 5584.157227
	Iteration 15Q: 3 clusters Score -9995844 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -9995874.000000 Penalty: 5584.157227
	Iteration 16Q: 3 clusters Score -9995874 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -9995927.000000 Penalty: 5584.157227
	Iteration 17Q: 3 clusters Score -9995927 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -9995995.000000 Penalty: 5584.157227
	Iteration 18Q: 3 clusters Score -9995995 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -9996047.000000 Penalty: 5584.157227
	Iteration 19Q: 3 clusters Score -9996047 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -9996122.000000 Penalty: 5584.157227
	Iteration 20F: 3 clusters Score -9996122 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -9996163.000000 Penalty: 5584.157227
	Iteration 21Q: 3 clusters Score -9996163 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -9996185.000000 Penalty: 5584.157227
	Iteration 22Q: 3 clusters Score -9996185 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -9996265.000000 Penalty: 5584.157227
	Iteration 23Q: 3 clusters Score -9996265 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -9996249.000000 Penalty: 5584.157227
	Iteration 24Q: 3 clusters Score -9996249 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -9996301.000000 Penalty: 5584.157227
	Iteration 25Q: 3 clusters Score -9996301 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -9996360.000000 Penalty: 5584.157227
	Iteration 26Q: 3 clusters Score -9996360 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -9996416.000000 Penalty: 5584.157227
	Iteration 27Q: 3 clusters Score -9996416 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -9996460.000000 Penalty: 5584.157227
	Iteration 28Q: 3 clusters Score -9996460 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -9996473.000000 Penalty: 5584.157227
	Iteration 29Q: 3 clusters Score -9996473 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -9996500.000000 Penalty: 5584.157227
	Iteration 30Q: 3 clusters Score -9996500 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -9996529.000000 Penalty: 5584.157227
	Iteration 31Q: 3 clusters Score -9996529 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -9996553.000000 Penalty: 5584.157227
	Iteration 32Q: 3 clusters Score -9996553 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -9996575.000000 Penalty: 5584.157227
	Iteration 33Q: 3 clusters Score -9996575 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -9996641.000000 Penalty: 5584.157227
	Iteration 34Q: 3 clusters Score -9996641 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -9996743.000000 Penalty: 5584.157227
	Iteration 35Q: 3 clusters Score -9996743 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -9996787.000000 Penalty: 5584.157227
	Iteration 36Q: 3 clusters Score -9996787 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -9996868.000000 Penalty: 5584.157227
	Iteration 37Q: 3 clusters Score -9996868 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -9996945.000000 Penalty: 5584.157227
	Iteration 38Q: 3 clusters Score -9996945 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -9997053.000000 Penalty: 5584.157227
	Iteration 39Q: 3 clusters Score -9997053 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -9997174.000000 Penalty: 5584.157227
	Iteration 40F: 3 clusters Score -9997174 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -9997283.000000 Penalty: 5584.157227
	Iteration 41Q: 3 clusters Score -9997283 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -9997406.000000 Penalty: 5584.157227
	Iteration 42Q: 3 clusters Score -9997406 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -9997523.000000 Penalty: 5584.157227
	Iteration 43Q: 3 clusters Score -9997523 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -9997614.000000 Penalty: 5584.157227
	Iteration 44Q: 3 clusters Score -9997614 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
Score: -9997731.000000 Penalty: 5584.157227
	Iteration 45Q: 3 clusters Score -9997731 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -9997845.000000 Penalty: 5584.157227
	Iteration 46Q: 3 clusters Score -9997845 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -9997923.000000 Penalty: 5584.157227
	Iteration 47Q: 3 clusters Score -9997923 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -9998119.000000 Penalty: 5584.157227
	Iteration 48Q: 3 clusters Score -9998119 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -9998255.000000 Penalty: 5584.157227
	Iteration 49Q: 3 clusters Score -9998255 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -9998410.000000 Penalty: 5584.157227
	Iteration 50Q: 3 clusters Score -9998410 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -9998607.000000 Penalty: 5584.157227
	Iteration 51Q: 3 clusters Score -9998607 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
Score: -9998780.000000 Penalty: 5584.157227
	Iteration 52Q: 3 clusters Score -9998780 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -9998912.000000 Penalty: 5584.157227
	Iteration 53Q: 3 clusters Score -9998912 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 63628 members 
Entering Unmasked Estep 
Score: -9999072.000000 Penalty: 5584.157227
	Iteration 54Q: 3 clusters Score -9999072 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 64369 members 
Entering Unmasked Estep 
Score: -9999298.000000 Penalty: 5584.157227
	Iteration 55Q: 3 clusters Score -9999298 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -9999500.000000 Penalty: 5584.157227
	Iteration 56Q: 3 clusters Score -9999500 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -9999654.000000 Penalty: 5584.157227
	Iteration 57Q: 3 clusters Score -9999654 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 66515 members 
Entering Unmasked Estep 
Score: -9999885.000000 Penalty: 5584.157227
	Iteration 58Q: 3 clusters Score -9999885 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 67238 members 
Entering Unmasked Estep 
Score: -10000071.000000 Penalty: 5584.157227
	Iteration 59Q: 3 clusters Score -1.000007e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -10000299.000000 Penalty: 5584.157227
	Iteration 60F: 3 clusters Score -1.00003e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 68573 members 
Entering Unmasked Estep 
Score: -10000478.000000 Penalty: 5584.157227
	Iteration 61Q: 3 clusters Score -1.000048e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -10000641.000000 Penalty: 5584.157227
	Iteration 62Q: 3 clusters Score -1.000064e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -10000767.000000 Penalty: 5584.157227
	Iteration 63Q: 3 clusters Score -1.000077e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
Score: -10000938.000000 Penalty: 5584.157227
	Iteration 64Q: 3 clusters Score -1.000094e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 70761 members 
Entering Unmasked Estep 
Score: -10001097.000000 Penalty: 5584.157227
	Iteration 65Q: 3 clusters Score -1.00011e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -10001233.000000 Penalty: 5584.157227
	Iteration 66Q: 3 clusters Score -1.000123e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 71587 members 
Entering Unmasked Estep 
Score: -10001316.000000 Penalty: 5584.157227
	Iteration 67Q: 3 clusters Score -1.000132e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -10001414.000000 Penalty: 5584.157227
	Iteration 68Q: 3 clusters Score -1.000141e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 72273 members 
Entering Unmasked Estep 
Score: -10001520.000000 Penalty: 5584.157227
	Iteration 69Q: 3 clusters Score -1.000152e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 72577 members 
Entering Unmasked Estep 
Score: -10001578.000000 Penalty: 5584.157227
	Iteration 70Q: 3 clusters Score -1.000158e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -10001653.000000 Penalty: 5584.157227
	Iteration 71Q: 3 clusters Score -1.000165e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -10001743.000000 Penalty: 5584.157227
	Iteration 72Q: 3 clusters Score -1.000174e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 73338 members 
Entering Unmasked Estep 
Score: -10001798.000000 Penalty: 5584.157227
	Iteration 73Q: 3 clusters Score -1.00018e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 73540 members 
Entering Unmasked Estep 
Score: -10001808.000000 Penalty: 5584.157227
	Iteration 74Q: 3 clusters Score -1.000181e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -10001863.000000 Penalty: 5584.157227
	Iteration 75Q: 3 clusters Score -1.000186e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 73888 members 
Entering Unmasked Estep 
Score: -10001899.000000 Penalty: 5584.157227
	Iteration 76Q: 3 clusters Score -1.00019e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -10001933.000000 Penalty: 5584.157227
	Iteration 77Q: 3 clusters Score -1.000193e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 74152 members 
Entering Unmasked Estep 
Score: -10001973.000000 Penalty: 5584.157227
	Iteration 78Q: 3 clusters Score -1.000197e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 74270 members 
Entering Unmasked Estep 
Score: -10002003.000000 Penalty: 5584.157227
	Iteration 79Q: 3 clusters Score -1.0002e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -10002039.000000 Penalty: 5584.157227
	Iteration 80F: 3 clusters Score -1.000204e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 74480 members 
Entering Unmasked Estep 
Score: -10002041.000000 Penalty: 5584.157227
	Iteration 81Q: 3 clusters Score -1.000204e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 74554 members 
Entering Unmasked Estep 
Score: -10002084.000000 Penalty: 5584.157227
	Iteration 82Q: 3 clusters Score -1.000208e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 74639 members 
Entering Unmasked Estep 
Score: -10002079.000000 Penalty: 5584.157227
	Iteration 83Q: 3 clusters Score -1.000208e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 74720 members 
Entering Unmasked Estep 
Score: -10002096.000000 Penalty: 5584.157227
	Iteration 84Q: 3 clusters Score -1.00021e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 74791 members 
Entering Unmasked Estep 
Score: -10002117.000000 Penalty: 5584.157227
	Iteration 85Q: 3 clusters Score -1.000212e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 74853 members 
Entering Unmasked Estep 
Score: -10002122.000000 Penalty: 5584.157227
	Iteration 86Q: 3 clusters Score -1.000212e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 74900 members 
Entering Unmasked Estep 
Score: -10002156.000000 Penalty: 5584.157227
	Iteration 87Q: 3 clusters Score -1.000216e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
Score: -10002161.000000 Penalty: 5584.157227
	Iteration 88Q: 3 clusters Score -1.000216e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
Score: -10002159.000000 Penalty: 5584.157227
	Iteration 89Q: 3 clusters Score -1.000216e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 75044 members 
Entering Unmasked Estep 
Score: -10002169.000000 Penalty: 5584.157227
	Iteration 90Q: 3 clusters Score -1.000217e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
Score: -10002200.000000 Penalty: 5584.157227
	Iteration 91Q: 3 clusters Score -1.00022e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 75129 members 
Entering Unmasked Estep 
Score: -10002214.000000 Penalty: 5584.157227
	Iteration 92Q: 3 clusters Score -1.000221e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 75166 members 
Entering Unmasked Estep 
Score: -10002211.000000 Penalty: 5584.157227
	Iteration 93Q: 3 clusters Score -1.000221e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
Score: -10002216.000000 Penalty: 5584.157227
	Iteration 94Q: 3 clusters Score -1.000222e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -10002247.000000 Penalty: 5584.157227
	Iteration 95Q: 3 clusters Score -1.000225e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 75273 members 
Entering Unmasked Estep 
Score: -10002253.000000 Penalty: 5584.157227
	Iteration 96Q: 3 clusters Score -1.000225e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 75301 members 
Entering Unmasked Estep 
Score: -10002259.000000 Penalty: 5584.157227
	Iteration 97Q: 3 clusters Score -1.000226e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -10002252.000000 Penalty: 5584.157227
	Iteration 98Q: 3 clusters Score -1.000225e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 75352 members 
Entering Unmasked Estep 
Score: -10002245.000000 Penalty: 5584.157227
	Iteration 99Q: 3 clusters Score -1.000224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 75370 members 
Entering Unmasked Estep 
Score: -10002264.000000 Penalty: 5584.157227
	Iteration 100F: 3 clusters Score -1.000226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 75386 members 
Entering Unmasked Estep 
Score: -10002286.000000 Penalty: 5584.157227
	Iteration 101Q: 3 clusters Score -1.000229e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 75403 members 
Entering Unmasked Estep 
Score: -10002289.000000 Penalty: 5584.157227
	Iteration 102Q: 3 clusters Score -1.000229e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -10002293.000000 Penalty: 5584.157227
	Iteration 103Q: 3 clusters Score -1.000229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 75439 members 
Entering Unmasked Estep 
Score: -10002292.000000 Penalty: 5584.157227
	Iteration 104Q: 3 clusters Score -1.000229e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 75461 members 
Entering Unmasked Estep 
Score: -10002315.000000 Penalty: 5584.157227
	Iteration 105Q: 3 clusters Score -1.000232e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -10002329.000000 Penalty: 5584.157227
	Iteration 106Q: 3 clusters Score -1.000233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 75492 members 
Entering Unmasked Estep 
Score: -10002327.000000 Penalty: 5584.157227
	Iteration 107Q: 3 clusters Score -1.000233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 75503 members 
Entering Unmasked Estep 
Score: -10002327.000000 Penalty: 5584.157227
	Iteration 108Q: 3 clusters Score -1.000233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -10002311.000000 Penalty: 5584.157227
	Iteration 109Q: 3 clusters Score -1.000231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -10002315.000000 Penalty: 5584.157227
	Iteration 110Q: 3 clusters Score -1.000232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -10002319.000000 Penalty: 5584.157227
	Iteration 111Q: 3 clusters Score -1.000232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 75565 members 
Entering Unmasked Estep 
Score: -10002314.000000 Penalty: 5584.157227
	Iteration 112Q: 3 clusters Score -1.000231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -10002317.000000 Penalty: 5584.157227
	Iteration 113Q: 3 clusters Score -1.000232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 75590 members 
Entering Unmasked Estep 
Score: -10002322.000000 Penalty: 5584.157227
	Iteration 114Q: 3 clusters Score -1.000232e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 75599 members 
Entering Unmasked Estep 
Score: -10002330.000000 Penalty: 5584.157227
	Iteration 115Q: 3 clusters Score -1.000233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 75607 members 
Entering Unmasked Estep 
Score: -10002337.000000 Penalty: 5584.157227
	Iteration 116Q: 3 clusters Score -1.000234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -10002346.000000 Penalty: 5584.157227
	Iteration 117Q: 3 clusters Score -1.000235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 75633 members 
Entering Unmasked Estep 
Score: -10002348.000000 Penalty: 5584.157227
	Iteration 118Q: 3 clusters Score -1.000235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -10002355.000000 Penalty: 5584.157227
	Iteration 119Q: 3 clusters Score -1.000236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 75665 members 
Entering Unmasked Estep 
Score: -10002359.000000 Penalty: 5584.157227
	Iteration 120F: 3 clusters Score -1.000236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 75680 members 
Entering Unmasked Estep 
Score: -10002375.000000 Penalty: 5584.157227
	Iteration 121Q: 3 clusters Score -1.000238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 75691 members 
Entering Unmasked Estep 
Score: -10002377.000000 Penalty: 5584.157227
	Iteration 122Q: 3 clusters Score -1.000238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 75703 members 
Entering Unmasked Estep 
Score: -10002377.000000 Penalty: 5584.157227
	Iteration 123Q: 3 clusters Score -1.000238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -10002385.000000 Penalty: 5584.157227
	Iteration 124Q: 3 clusters Score -1.000238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -10002378.000000 Penalty: 5584.157227
	Iteration 125Q: 3 clusters Score -1.000238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 75740 members 
Entering Unmasked Estep 
Score: -10002391.000000 Penalty: 5584.157227
	Iteration 126Q: 3 clusters Score -1.000239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 75759 members 
Entering Unmasked Estep 
Score: -10002388.000000 Penalty: 5584.157227
	Iteration 127Q: 3 clusters Score -1.000239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -10002397.000000 Penalty: 5584.157227
	Iteration 128Q: 3 clusters Score -1.00024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 75783 members 
Entering Unmasked Estep 
Score: -10002402.000000 Penalty: 5584.157227
	Iteration 129Q: 3 clusters Score -1.00024e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 75798 members 
Entering Unmasked Estep 
Score: -10002409.000000 Penalty: 5584.157227
	Iteration 130Q: 3 clusters Score -1.000241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
Score: -10002410.000000 Penalty: 5584.157227
	Iteration 131Q: 3 clusters Score -1.000241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -10002422.000000 Penalty: 5584.157227
	Iteration 132Q: 3 clusters Score -1.000242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 75833 members 
Entering Unmasked Estep 
Score: -10002419.000000 Penalty: 5584.157227
	Iteration 133Q: 3 clusters Score -1.000242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -10002423.000000 Penalty: 5584.157227
	Iteration 134Q: 3 clusters Score -1.000242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -10002429.000000 Penalty: 5584.157227
	Iteration 135Q: 3 clusters Score -1.000243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -10002424.000000 Penalty: 5584.157227
	Iteration 136Q: 3 clusters Score -1.000242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 75860 members 
Entering Unmasked Estep 
Score: -10002420.000000 Penalty: 5584.157227
	Iteration 137Q: 3 clusters Score -1.000242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 75867 members 
Entering Unmasked Estep 
Score: -10002419.000000 Penalty: 5584.157227
	Iteration 138Q: 3 clusters Score -1.000242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 75872 members 
Entering Unmasked Estep 
Score: -10002423.000000 Penalty: 5584.157227
	Iteration 139Q: 3 clusters Score -1.000242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 75873 members 
Entering Unmasked Estep 
Score: -10002421.000000 Penalty: 5584.157227
	Iteration 140F: 3 clusters Score -1.000242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 75875 members 
Entering Unmasked Estep 
Score: -10002421.000000 Penalty: 5584.157227
	Iteration 141Q: 3 clusters Score -1.000242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 75875 members 
Entering Unmasked Estep 
Score: -10002421.000000 Penalty: 5584.157227
	Iteration 142F: 3 clusters Score -1.000242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Entering Unmasked Estep 
Score: -3783300.500000 Penalty: 2551.466553
	Iteration 0F: 2 clusters Score -3783300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3763201.250000 Penalty: 5102.933105
	Iteration 0F: 3 clusters Score -3763201 nChanged 13177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3770323.750000 Penalty: 5102.933105
	Iteration 1F: 3 clusters Score -3770324 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3770858.250000 Penalty: 5102.933105
	Iteration 2Q: 3 clusters Score -3770858 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -3771396.000000 Penalty: 5102.933105
	Iteration 3Q: 3 clusters Score -3771396 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -3771961.250000 Penalty: 5102.933105
	Iteration 4Q: 3 clusters Score -3771961 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -3772548.750000 Penalty: 5102.933105
	Iteration 5Q: 3 clusters Score -3772549 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3773319.000000 Penalty: 5102.933105
	Iteration 6Q: 3 clusters Score -3773319 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3774319.500000 Penalty: 5102.933105
	Iteration 7Q: 3 clusters Score -3774320 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -3775435.750000 Penalty: 5102.933105
	Iteration 8F: 3 clusters Score -3775436 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -3776546.250000 Penalty: 5102.933105
	Iteration 9Q: 3 clusters Score -3776546 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -3777513.000000 Penalty: 5102.933105
	Iteration 10Q: 3 clusters Score -3777513 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3778297.500000 Penalty: 5102.933105
	Iteration 11Q: 3 clusters Score -3778298 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3778835.500000 Penalty: 5102.933105
	Iteration 12Q: 3 clusters Score -3778836 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -3779221.250000 Penalty: 5102.933105
	Iteration 13Q: 3 clusters Score -3779221 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3779491.750000 Penalty: 5102.933105
	Iteration 14Q: 3 clusters Score -3779492 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3779738.750000 Penalty: 5102.933105
	Iteration 15Q: 3 clusters Score -3779739 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3779955.500000 Penalty: 5102.933105
	Iteration 16Q: 3 clusters Score -3779956 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3780138.250000 Penalty: 5102.933105
	Iteration 17Q: 3 clusters Score -3780138 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3780266.750000 Penalty: 5102.933105
	Iteration 18Q: 3 clusters Score -3780267 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3780369.750000 Penalty: 5102.933105
	Iteration 19Q: 3 clusters Score -3780370 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3780460.750000 Penalty: 5102.933105
	Iteration 20F: 3 clusters Score -3780461 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3780533.000000 Penalty: 5102.933105
	Iteration 21Q: 3 clusters Score -3780533 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3780604.250000 Penalty: 5102.933105
	Iteration 22Q: 3 clusters Score -3780604 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3780676.000000 Penalty: 5102.933105
	Iteration 23Q: 3 clusters Score -3780676 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3780745.250000 Penalty: 5102.933105
	Iteration 24Q: 3 clusters Score -3780745 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3780791.750000 Penalty: 5102.933105
	Iteration 25Q: 3 clusters Score -3780792 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3780842.000000 Penalty: 5102.933105
	Iteration 26Q: 3 clusters Score -3780842 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3780889.000000 Penalty: 5102.933105
	Iteration 27Q: 3 clusters Score -3780889 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3780933.250000 Penalty: 5102.933105
	Iteration 28Q: 3 clusters Score -3780933 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3780958.000000 Penalty: 5102.933105
	Iteration 29Q: 3 clusters Score -3780958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3781000.000000 Penalty: 5102.933105
	Iteration 30Q: 3 clusters Score -3781000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3781031.500000 Penalty: 5102.933105
	Iteration 31Q: 3 clusters Score -3781032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3781060.750000 Penalty: 5102.933105
	Iteration 32Q: 3 clusters Score -3781061 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3781087.000000 Penalty: 5102.933105
	Iteration 33Q: 3 clusters Score -3781087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3781094.000000 Penalty: 5102.933105
	Iteration 34Q: 3 clusters Score -3781094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3781108.250000 Penalty: 5102.933105
	Iteration 35Q: 3 clusters Score -3781108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3781121.500000 Penalty: 5102.933105
	Iteration 36Q: 3 clusters Score -3781122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3781124.250000 Penalty: 5102.933105
	Iteration 37Q: 3 clusters Score -3781124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3781142.250000 Penalty: 5102.933105
	Iteration 38Q: 3 clusters Score -3781142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3781149.250000 Penalty: 5102.933105
	Iteration 39Q: 3 clusters Score -3781149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3781160.000000 Penalty: 5102.933105
	Iteration 40F: 3 clusters Score -3781160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3781157.500000 Penalty: 5102.933105
	Iteration 41Q: 3 clusters Score -3781158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3781160.750000 Penalty: 5102.933105
	Iteration 42Q: 3 clusters Score -3781161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3781167.000000 Penalty: 5102.933105
	Iteration 43Q: 3 clusters Score -3781167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3781168.000000 Penalty: 5102.933105
	Iteration 44Q: 3 clusters Score -3781168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3781176.500000 Penalty: 5102.933105
	Iteration 45Q: 3 clusters Score -3781176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3781176.250000 Penalty: 5102.933105
	Iteration 46Q: 3 clusters Score -3781176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3781174.250000 Penalty: 5102.933105
	Iteration 47Q: 3 clusters Score -3781174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3781178.500000 Penalty: 5102.933105
	Iteration 48Q: 3 clusters Score -3781178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3781186.000000 Penalty: 5102.933105
	Iteration 49Q: 3 clusters Score -3781186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3781180.750000 Penalty: 5102.933105
	Iteration 50Q: 3 clusters Score -3781181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3781189.250000 Penalty: 5102.933105
	Iteration 51Q: 3 clusters Score -3781189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3781188.000000 Penalty: 5102.933105
	Iteration 52Q: 3 clusters Score -3781188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3781193.500000 Penalty: 5102.933105
	Iteration 53Q: 3 clusters Score -3781194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3781195.000000 Penalty: 5102.933105
	Iteration 54Q: 3 clusters Score -3781195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3781195.250000 Penalty: 5102.933105
	Iteration 55Q: 3 clusters Score -3781195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3781193.250000 Penalty: 5102.933105
	Iteration 56Q: 3 clusters Score -3781193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3781197.000000 Penalty: 5102.933105
	Iteration 57Q: 3 clusters Score -3781197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3781194.000000 Penalty: 5102.933105
	Iteration 58Q: 3 clusters Score -3781194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3781199.500000 Penalty: 5102.933105
	Iteration 59Q: 3 clusters Score -3781200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3781199.750000 Penalty: 5102.933105
	Iteration 60F: 3 clusters Score -3781200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3781201.500000 Penalty: 5102.933105
	Iteration 61Q: 3 clusters Score -3781202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3781209.000000 Penalty: 5102.933105
	Iteration 62Q: 3 clusters Score -3781209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3781206.250000 Penalty: 5102.933105
	Iteration 63Q: 3 clusters Score -3781206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3781206.000000 Penalty: 5102.933105
	Iteration 64Q: 3 clusters Score -3781206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3781208.500000 Penalty: 5102.933105
	Iteration 65Q: 3 clusters Score -3781208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3781210.750000 Penalty: 5102.933105
	Iteration 66Q: 3 clusters Score -3781211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3781207.750000 Penalty: 5102.933105
	Iteration 67Q: 3 clusters Score -3781208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3781211.500000 Penalty: 5102.933105
	Iteration 68Q: 3 clusters Score -3781212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3781212.250000 Penalty: 5102.933105
	Iteration 69Q: 3 clusters Score -3781212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3781212.250000 Penalty: 5102.933105
	Iteration 70F: 3 clusters Score -3781212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -198582.031250 Penalty: 1845.010742
	Iteration 0F: 2 clusters Score -198582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -196158.140625 Penalty: 3690.021484
	Iteration 0F: 3 clusters Score -196158.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -196537.421875 Penalty: 3690.021484
	Iteration 1F: 3 clusters Score -196537.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -196670.671875 Penalty: 3690.021484
	Iteration 2F: 3 clusters Score -196670.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -196762.515625 Penalty: 3690.021484
	Iteration 3Q: 3 clusters Score -196762.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -196821.296875 Penalty: 3690.021484
	Iteration 4Q: 3 clusters Score -196821.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -196872.703125 Penalty: 3690.021484
	Iteration 5Q: 3 clusters Score -196872.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -196921.078125 Penalty: 3690.021484
	Iteration 6Q: 3 clusters Score -196921.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -196964.437500 Penalty: 3690.021484
	Iteration 7Q: 3 clusters Score -196964.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -197026.781250 Penalty: 3690.021484
	Iteration 8Q: 3 clusters Score -197026.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -197079.734375 Penalty: 3690.021484
	Iteration 9Q: 3 clusters Score -197079.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -197116.515625 Penalty: 3690.021484
	Iteration 10Q: 3 clusters Score -197116.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -197158.578125 Penalty: 3690.021484
	Iteration 11Q: 3 clusters Score -197158.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -197188.500000 Penalty: 3690.021484
	Iteration 12Q: 3 clusters Score -197188.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -197220.093750 Penalty: 3690.021484
	Iteration 13Q: 3 clusters Score -197220.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -197246.750000 Penalty: 3690.021484
	Iteration 14Q: 3 clusters Score -197246.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -197269.953125 Penalty: 3690.021484
	Iteration 15Q: 3 clusters Score -197270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -197291.921875 Penalty: 3690.021484
	Iteration 16Q: 3 clusters Score -197291.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -197309.000000 Penalty: 3690.021484
	Iteration 17Q: 3 clusters Score -197309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -197324.640625 Penalty: 3690.021484
	Iteration 18Q: 3 clusters Score -197324.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -197338.734375 Penalty: 3690.021484
	Iteration 19Q: 3 clusters Score -197338.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -197356.875000 Penalty: 3690.021484
	Iteration 20F: 3 clusters Score -197356.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -197378.921875 Penalty: 3690.021484
	Iteration 21Q: 3 clusters Score -197378.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -197394.718750 Penalty: 3690.021484
	Iteration 22Q: 3 clusters Score -197394.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -197409.906250 Penalty: 3690.021484
	Iteration 23Q: 3 clusters Score -197409.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -197429.250000 Penalty: 3690.021484
	Iteration 24Q: 3 clusters Score -197429.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -197444.734375 Penalty: 3690.021484
	Iteration 25Q: 3 clusters Score -197444.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -197456.046875 Penalty: 3690.021484
	Iteration 26Q: 3 clusters Score -197456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -197465.000000 Penalty: 3690.021484
	Iteration 27Q: 3 clusters Score -197465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -197471.828125 Penalty: 3690.021484
	Iteration 28Q: 3 clusters Score -197471.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -197476.562500 Penalty: 3690.021484
	Iteration 29Q: 3 clusters Score -197476.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -197481.000000 Penalty: 3690.021484
	Iteration 30Q: 3 clusters Score -197481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -197484.671875 Penalty: 3690.021484
	Iteration 31Q: 3 clusters Score -197484.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -197489.046875 Penalty: 3690.021484
	Iteration 32Q: 3 clusters Score -197489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -197500.515625 Penalty: 3690.021484
	Iteration 33Q: 3 clusters Score -197500.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -197509.125000 Penalty: 3690.021484
	Iteration 34Q: 3 clusters Score -197509.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -197517.968750 Penalty: 3690.021484
	Iteration 35Q: 3 clusters Score -197518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -197524.906250 Penalty: 3690.021484
	Iteration 36Q: 3 clusters Score -197524.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -197527.171875 Penalty: 3690.021484
	Iteration 37Q: 3 clusters Score -197527.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -197529.437500 Penalty: 3690.021484
	Iteration 38Q: 3 clusters Score -197529.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -197529.437500 Penalty: 3690.021484
	Iteration 39F: 3 clusters Score -197529.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Entering Unmasked Estep 
Score: -949687.062500 Penalty: 2221.175049
	Iteration 0F: 2 clusters Score -949687.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -943442.375000 Penalty: 4442.350098
	Iteration 0F: 3 clusters Score -943442.4 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -945068.750000 Penalty: 4442.350098
	Iteration 1F: 3 clusters Score -945068.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -945297.437500 Penalty: 4442.350098
	Iteration 2F: 3 clusters Score -945297.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -945467.875000 Penalty: 4442.350098
	Iteration 3Q: 3 clusters Score -945467.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -945623.562500 Penalty: 4442.350098
	Iteration 4Q: 3 clusters Score -945623.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -945752.750000 Penalty: 4442.350098
	Iteration 5Q: 3 clusters Score -945752.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -945866.312500 Penalty: 4442.350098
	Iteration 6Q: 3 clusters Score -945866.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -945976.625000 Penalty: 4442.350098
	Iteration 7Q: 3 clusters Score -945976.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -946078.687500 Penalty: 4442.350098
	Iteration 8Q: 3 clusters Score -946078.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -946190.125000 Penalty: 4442.350098
	Iteration 9Q: 3 clusters Score -946190.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -946293.875000 Penalty: 4442.350098
	Iteration 10Q: 3 clusters Score -946293.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -946391.875000 Penalty: 4442.350098
	Iteration 11Q: 3 clusters Score -946391.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -946516.375000 Penalty: 4442.350098
	Iteration 12Q: 3 clusters Score -946516.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -946636.062500 Penalty: 4442.350098
	Iteration 13Q: 3 clusters Score -946636.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -946746.750000 Penalty: 4442.350098
	Iteration 14Q: 3 clusters Score -946746.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -946855.875000 Penalty: 4442.350098
	Iteration 15Q: 3 clusters Score -946855.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -946970.125000 Penalty: 4442.350098
	Iteration 16Q: 3 clusters Score -946970.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -947090.812500 Penalty: 4442.350098
	Iteration 17Q: 3 clusters Score -947090.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -947199.562500 Penalty: 4442.350098
	Iteration 18Q: 3 clusters Score -947199.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -947279.125000 Penalty: 4442.350098
	Iteration 19Q: 3 clusters Score -947279.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -947359.437500 Penalty: 4442.350098
	Iteration 20F: 3 clusters Score -947359.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -947413.562500 Penalty: 4442.350098
	Iteration 21Q: 3 clusters Score -947413.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -947472.187500 Penalty: 4442.350098
	Iteration 22Q: 3 clusters Score -947472.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -947522.375000 Penalty: 4442.350098
	Iteration 23Q: 3 clusters Score -947522.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -947566.437500 Penalty: 4442.350098
	Iteration 24Q: 3 clusters Score -947566.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -947598.500000 Penalty: 4442.350098
	Iteration 25Q: 3 clusters Score -947598.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -947649.062500 Penalty: 4442.350098
	Iteration 26Q: 3 clusters Score -947649.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -947693.937500 Penalty: 4442.350098
	Iteration 27Q: 3 clusters Score -947693.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -947726.875000 Penalty: 4442.350098
	Iteration 28Q: 3 clusters Score -947726.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -947760.687500 Penalty: 4442.350098
	Iteration 29Q: 3 clusters Score -947760.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -947782.125000 Penalty: 4442.350098
	Iteration 30Q: 3 clusters Score -947782.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -947806.062500 Penalty: 4442.350098
	Iteration 31Q: 3 clusters Score -947806.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -947835.562500 Penalty: 4442.350098
	Iteration 32Q: 3 clusters Score -947835.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -947876.937500 Penalty: 4442.350098
	Iteration 33Q: 3 clusters Score -947876.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -947920.250000 Penalty: 4442.350098
	Iteration 34Q: 3 clusters Score -947920.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -947950.250000 Penalty: 4442.350098
	Iteration 35Q: 3 clusters Score -947950.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -947970.687500 Penalty: 4442.350098
	Iteration 36Q: 3 clusters Score -947970.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -947988.437500 Penalty: 4442.350098
	Iteration 37Q: 3 clusters Score -947988.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -948001.437500 Penalty: 4442.350098
	Iteration 38Q: 3 clusters Score -948001.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -948015.500000 Penalty: 4442.350098
	Iteration 39Q: 3 clusters Score -948015.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -948031.437500 Penalty: 4442.350098
	Iteration 40F: 3 clusters Score -948031.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -948052.937500 Penalty: 4442.350098
	Iteration 41Q: 3 clusters Score -948052.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -948073.125000 Penalty: 4442.350098
	Iteration 42Q: 3 clusters Score -948073.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -948133.250000 Penalty: 4442.350098
	Iteration 43Q: 3 clusters Score -948133.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -948158.125000 Penalty: 4442.350098
	Iteration 44Q: 3 clusters Score -948158.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -948172.812500 Penalty: 4442.350098
	Iteration 45Q: 3 clusters Score -948172.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -948187.375000 Penalty: 4442.350098
	Iteration 46Q: 3 clusters Score -948187.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -948198.000000 Penalty: 4442.350098
	Iteration 47Q: 3 clusters Score -948198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -948205.812500 Penalty: 4442.350098
	Iteration 48Q: 3 clusters Score -948205.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -948210.187500 Penalty: 4442.350098
	Iteration 49Q: 3 clusters Score -948210.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -948214.000000 Penalty: 4442.350098
	Iteration 50Q: 3 clusters Score -948214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -948216.062500 Penalty: 4442.350098
	Iteration 51Q: 3 clusters Score -948216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -948218.750000 Penalty: 4442.350098
	Iteration 52Q: 3 clusters Score -948218.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -948223.312500 Penalty: 4442.350098
	Iteration 53Q: 3 clusters Score -948223.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -948228.687500 Penalty: 4442.350098
	Iteration 54Q: 3 clusters Score -948228.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -948231.750000 Penalty: 4442.350098
	Iteration 55Q: 3 clusters Score -948231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -948236.250000 Penalty: 4442.350098
	Iteration 56Q: 3 clusters Score -948236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -948237.500000 Penalty: 4442.350098
	Iteration 57Q: 3 clusters Score -948237.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -948241.437500 Penalty: 4442.350098
	Iteration 58Q: 3 clusters Score -948241.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -948242.687500 Penalty: 4442.350098
	Iteration 59Q: 3 clusters Score -948242.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -948242.625000 Penalty: 4442.350098
	Iteration 60F: 3 clusters Score -948242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -948244.750000 Penalty: 4442.350098
	Iteration 61Q: 3 clusters Score -948244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -948246.562500 Penalty: 4442.350098
	Iteration 62Q: 3 clusters Score -948246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -948247.750000 Penalty: 4442.350098
	Iteration 63Q: 3 clusters Score -948247.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -948247.750000 Penalty: 4442.350098
	Iteration 64F: 3 clusters Score -948247.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -60161.585938 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -60161.59 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 244 members 
Entering Unmasked Estep 
Score: -58628.929688 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -58628.93 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -58809.105469 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -58809.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -58870.660156 Penalty: 3097.106689
	Iteration 2Q: 3 clusters Score -58870.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58916.140625 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -58916.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58936.363281 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -58936.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58947.976562 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -58947.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58950.113281 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -58950.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58950.113281 Penalty: 3097.106689
	Iteration 7F: 3 clusters Score -58950.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -290344.656250 Penalty: 1922.152466
	Iteration 0F: 2 clusters Score -290344.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -287517.187500 Penalty: 3844.304932
	Iteration 0F: 3 clusters Score -287517.2 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -288025.281250 Penalty: 3844.304932
	Iteration 1F: 3 clusters Score -288025.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -288177.687500 Penalty: 3844.304932
	Iteration 2F: 3 clusters Score -288177.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -288284.218750 Penalty: 3844.304932
	Iteration 3Q: 3 clusters Score -288284.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -288355.531250 Penalty: 3844.304932
	Iteration 4Q: 3 clusters Score -288355.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -288406.718750 Penalty: 3844.304932
	Iteration 5Q: 3 clusters Score -288406.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -288441.000000 Penalty: 3844.304932
	Iteration 6Q: 3 clusters Score -288441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -288462.250000 Penalty: 3844.304932
	Iteration 7Q: 3 clusters Score -288462.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -288477.406250 Penalty: 3844.304932
	Iteration 8Q: 3 clusters Score -288477.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -288496.250000 Penalty: 3844.304932
	Iteration 9Q: 3 clusters Score -288496.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -288513.437500 Penalty: 3844.304932
	Iteration 10Q: 3 clusters Score -288513.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -288529.781250 Penalty: 3844.304932
	Iteration 11Q: 3 clusters Score -288529.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -288543.937500 Penalty: 3844.304932
	Iteration 12Q: 3 clusters Score -288543.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -288561.375000 Penalty: 3844.304932
	Iteration 13Q: 3 clusters Score -288561.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -288578.406250 Penalty: 3844.304932
	Iteration 14Q: 3 clusters Score -288578.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -288586.187500 Penalty: 3844.304932
	Iteration 15Q: 3 clusters Score -288586.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -288591.531250 Penalty: 3844.304932
	Iteration 16Q: 3 clusters Score -288591.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -288595.031250 Penalty: 3844.304932
	Iteration 17Q: 3 clusters Score -288595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -288598.468750 Penalty: 3844.304932
	Iteration 18Q: 3 clusters Score -288598.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -288601.093750 Penalty: 3844.304932
	Iteration 19Q: 3 clusters Score -288601.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -288603.531250 Penalty: 3844.304932
	Iteration 20F: 3 clusters Score -288603.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -288606.500000 Penalty: 3844.304932
	Iteration 21Q: 3 clusters Score -288606.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -288608.812500 Penalty: 3844.304932
	Iteration 22Q: 3 clusters Score -288608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -288613.125000 Penalty: 3844.304932
	Iteration 23Q: 3 clusters Score -288613.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -288617.437500 Penalty: 3844.304932
	Iteration 24Q: 3 clusters Score -288617.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -288619.562500 Penalty: 3844.304932
	Iteration 25Q: 3 clusters Score -288619.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -288621.000000 Penalty: 3844.304932
	Iteration 26Q: 3 clusters Score -288621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -288622.187500 Penalty: 3844.304932
	Iteration 27Q: 3 clusters Score -288622.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -288623.781250 Penalty: 3844.304932
	Iteration 28Q: 3 clusters Score -288623.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -288626.218750 Penalty: 3844.304932
	Iteration 29Q: 3 clusters Score -288626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -288627.968750 Penalty: 3844.304932
	Iteration 30Q: 3 clusters Score -288628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -288630.406250 Penalty: 3844.304932
	Iteration 31Q: 3 clusters Score -288630.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -288635.218750 Penalty: 3844.304932
	Iteration 32Q: 3 clusters Score -288635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -288638.218750 Penalty: 3844.304932
	Iteration 33Q: 3 clusters Score -288638.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -288638.593750 Penalty: 3844.304932
	Iteration 34Q: 3 clusters Score -288638.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -288639.562500 Penalty: 3844.304932
	Iteration 35Q: 3 clusters Score -288639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -288640.656250 Penalty: 3844.304932
	Iteration 36Q: 3 clusters Score -288640.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -288643.812500 Penalty: 3844.304932
	Iteration 37Q: 3 clusters Score -288643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -288645.843750 Penalty: 3844.304932
	Iteration 38Q: 3 clusters Score -288645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -288647.187500 Penalty: 3844.304932
	Iteration 39Q: 3 clusters Score -288647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -288649.250000 Penalty: 3844.304932
	Iteration 40F: 3 clusters Score -288649.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -288652.125000 Penalty: 3844.304932
	Iteration 41Q: 3 clusters Score -288652.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -288653.781250 Penalty: 3844.304932
	Iteration 42Q: 3 clusters Score -288653.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -288655.218750 Penalty: 3844.304932
	Iteration 43Q: 3 clusters Score -288655.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -288655.218750 Penalty: 3844.304932
	Iteration 44F: 3 clusters Score -288655.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -225168.984375 Penalty: 1860.542236
	Iteration 0F: 2 clusters Score -225169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -222621.562500 Penalty: 3721.084473
	Iteration 0F: 3 clusters Score -222621.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -223054.921875 Penalty: 3721.084473
	Iteration 1F: 3 clusters Score -223054.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -223190.796875 Penalty: 3721.084473
	Iteration 2F: 3 clusters Score -223190.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -223253.484375 Penalty: 3721.084473
	Iteration 3Q: 3 clusters Score -223253.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -223288.140625 Penalty: 3721.084473
	Iteration 4Q: 3 clusters Score -223288.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -223320.750000 Penalty: 3721.084473
	Iteration 5Q: 3 clusters Score -223320.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -223342.140625 Penalty: 3721.084473
	Iteration 6Q: 3 clusters Score -223342.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -223357.125000 Penalty: 3721.084473
	Iteration 7Q: 3 clusters Score -223357.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -223367.390625 Penalty: 3721.084473
	Iteration 8Q: 3 clusters Score -223367.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -223374.562500 Penalty: 3721.084473
	Iteration 9Q: 3 clusters Score -223374.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -223377.515625 Penalty: 3721.084473
	Iteration 10Q: 3 clusters Score -223377.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -223379.968750 Penalty: 3721.084473
	Iteration 11Q: 3 clusters Score -223380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -223381.453125 Penalty: 3721.084473
	Iteration 12Q: 3 clusters Score -223381.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -223382.843750 Penalty: 3721.084473
	Iteration 13Q: 3 clusters Score -223382.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -223386.218750 Penalty: 3721.084473
	Iteration 14Q: 3 clusters Score -223386.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -223388.265625 Penalty: 3721.084473
	Iteration 15Q: 3 clusters Score -223388.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -223388.890625 Penalty: 3721.084473
	Iteration 16Q: 3 clusters Score -223388.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -223388.890625 Penalty: 3721.084473
	Iteration 17F: 3 clusters Score -223388.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (87344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87344 members 
Entering Unmasked Estep 
Score: -11238586.000000 Penalty: 2821.646973
	Iteration 0F: 2 clusters Score -1.123859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -11180210.000000 Penalty: 5643.293945
	Iteration 0F: 3 clusters Score -1.118021e+07 nChanged 41074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -11203391.000000 Penalty: 5643.293945
	Iteration 1F: 3 clusters Score -1.120339e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -11203968.000000 Penalty: 5643.293945
	Iteration 2Q: 3 clusters Score -1.120397e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -11204496.000000 Penalty: 5643.293945
	Iteration 3Q: 3 clusters Score -1.12045e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -11205110.000000 Penalty: 5643.293945
	Iteration 4Q: 3 clusters Score -1.120511e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -11205748.000000 Penalty: 5643.293945
	Iteration 5Q: 3 clusters Score -1.120575e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -11206487.000000 Penalty: 5643.293945
	Iteration 6Q: 3 clusters Score -1.120649e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -11207606.000000 Penalty: 5643.293945
	Iteration 7Q: 3 clusters Score -1.120761e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -11209148.000000 Penalty: 5643.293945
	Iteration 8Q: 3 clusters Score -1.120915e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -11211528.000000 Penalty: 5643.293945
	Iteration 9Q: 3 clusters Score -1.121153e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -11214979.000000 Penalty: 5643.293945
	Iteration 10F: 3 clusters Score -1.121498e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -11219318.000000 Penalty: 5643.293945
	Iteration 11F: 3 clusters Score -1.121932e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -11223462.000000 Penalty: 5643.293945
	Iteration 12F: 3 clusters Score -1.122346e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -11226066.000000 Penalty: 5643.293945
	Iteration 13F: 3 clusters Score -1.122607e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -11227231.000000 Penalty: 5643.293945
	Iteration 14Q: 3 clusters Score -1.122723e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -11227820.000000 Penalty: 5643.293945
	Iteration 15Q: 3 clusters Score -1.122782e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -11228214.000000 Penalty: 5643.293945
	Iteration 16Q: 3 clusters Score -1.122821e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -11228677.000000 Penalty: 5643.293945
	Iteration 17Q: 3 clusters Score -1.122868e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -11229034.000000 Penalty: 5643.293945
	Iteration 18Q: 3 clusters Score -1.122903e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -11229407.000000 Penalty: 5643.293945
	Iteration 19Q: 3 clusters Score -1.122941e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -11229702.000000 Penalty: 5643.293945
	Iteration 20F: 3 clusters Score -1.12297e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63589 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -11230061.000000 Penalty: 5643.293945
	Iteration 21Q: 3 clusters Score -1.123006e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -11230439.000000 Penalty: 5643.293945
	Iteration 22Q: 3 clusters Score -1.123044e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -11230712.000000 Penalty: 5643.293945
	Iteration 23Q: 3 clusters Score -1.123071e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66550 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -11230975.000000 Penalty: 5643.293945
	Iteration 24Q: 3 clusters Score -1.123098e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -11231306.000000 Penalty: 5643.293945
	Iteration 25Q: 3 clusters Score -1.123131e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -11231518.000000 Penalty: 5643.293945
	Iteration 26Q: 3 clusters Score -1.123152e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -11231725.000000 Penalty: 5643.293945
	Iteration 27Q: 3 clusters Score -1.123172e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -11231995.000000 Penalty: 5643.293945
	Iteration 28Q: 3 clusters Score -1.1232e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71131 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -11232282.000000 Penalty: 5643.293945
	Iteration 29Q: 3 clusters Score -1.123228e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -11232504.000000 Penalty: 5643.293945
	Iteration 30Q: 3 clusters Score -1.12325e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -11232734.000000 Penalty: 5643.293945
	Iteration 31Q: 3 clusters Score -1.123273e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -11233036.000000 Penalty: 5643.293945
	Iteration 32Q: 3 clusters Score -1.123304e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74720 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -11233275.000000 Penalty: 5643.293945
	Iteration 33Q: 3 clusters Score -1.123328e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75559 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -11233498.000000 Penalty: 5643.293945
	Iteration 34Q: 3 clusters Score -1.12335e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -11233749.000000 Penalty: 5643.293945
	Iteration 35Q: 3 clusters Score -1.123375e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77117 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -11233947.000000 Penalty: 5643.293945
	Iteration 36Q: 3 clusters Score -1.123395e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -11234190.000000 Penalty: 5643.293945
	Iteration 37Q: 3 clusters Score -1.123419e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -11234484.000000 Penalty: 5643.293945
	Iteration 38Q: 3 clusters Score -1.123448e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -11234743.000000 Penalty: 5643.293945
	Iteration 39Q: 3 clusters Score -1.123474e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79804 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -11234898.000000 Penalty: 5643.293945
	Iteration 40F: 3 clusters Score -1.12349e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80332 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -11235045.000000 Penalty: 5643.293945
	Iteration 41Q: 3 clusters Score -1.123504e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80822 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -11235226.000000 Penalty: 5643.293945
	Iteration 42Q: 3 clusters Score -1.123523e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -11235370.000000 Penalty: 5643.293945
	Iteration 43Q: 3 clusters Score -1.123537e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -11235508.000000 Penalty: 5643.293945
	Iteration 44Q: 3 clusters Score -1.123551e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82058 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -11235625.000000 Penalty: 5643.293945
	Iteration 45Q: 3 clusters Score -1.123562e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -11235692.000000 Penalty: 5643.293945
	Iteration 46Q: 3 clusters Score -1.123569e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82692 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -11235785.000000 Penalty: 5643.293945
	Iteration 47Q: 3 clusters Score -1.123578e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82946 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -11235851.000000 Penalty: 5643.293945
	Iteration 48Q: 3 clusters Score -1.123585e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -11235920.000000 Penalty: 5643.293945
	Iteration 49Q: 3 clusters Score -1.123592e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83444 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -11235995.000000 Penalty: 5643.293945
	Iteration 50Q: 3 clusters Score -1.1236e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -11236074.000000 Penalty: 5643.293945
	Iteration 51Q: 3 clusters Score -1.123607e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83868 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -11236143.000000 Penalty: 5643.293945
	Iteration 52Q: 3 clusters Score -1.123614e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84053 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -11236141.000000 Penalty: 5643.293945
	Iteration 53Q: 3 clusters Score -1.123614e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -11236211.000000 Penalty: 5643.293945
	Iteration 54Q: 3 clusters Score -1.123621e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84373 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -11236228.000000 Penalty: 5643.293945
	Iteration 55Q: 3 clusters Score -1.123623e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84506 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -11236257.000000 Penalty: 5643.293945
	Iteration 56Q: 3 clusters Score -1.123626e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84630 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -11236294.000000 Penalty: 5643.293945
	Iteration 57Q: 3 clusters Score -1.123629e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84741 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -11236336.000000 Penalty: 5643.293945
	Iteration 58Q: 3 clusters Score -1.123634e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84833 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -11236352.000000 Penalty: 5643.293945
	Iteration 59Q: 3 clusters Score -1.123635e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84901 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -11236364.000000 Penalty: 5643.293945
	Iteration 60F: 3 clusters Score -1.123636e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -11236379.000000 Penalty: 5643.293945
	Iteration 61Q: 3 clusters Score -1.123638e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85029 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -11236387.000000 Penalty: 5643.293945
	Iteration 62Q: 3 clusters Score -1.123639e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85086 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -11236388.000000 Penalty: 5643.293945
	Iteration 63Q: 3 clusters Score -1.123639e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85136 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -11236382.000000 Penalty: 5643.293945
	Iteration 64Q: 3 clusters Score -1.123638e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -11236406.000000 Penalty: 5643.293945
	Iteration 65Q: 3 clusters Score -1.123641e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85187 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -11236410.000000 Penalty: 5643.293945
	Iteration 66Q: 3 clusters Score -1.123641e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85209 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -11236409.000000 Penalty: 5643.293945
	Iteration 67Q: 3 clusters Score -1.123641e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85229 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -11236414.000000 Penalty: 5643.293945
	Iteration 68Q: 3 clusters Score -1.123641e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85254 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -11236435.000000 Penalty: 5643.293945
	Iteration 69Q: 3 clusters Score -1.123644e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85283 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -11236445.000000 Penalty: 5643.293945
	Iteration 70Q: 3 clusters Score -1.123644e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85309 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -11236443.000000 Penalty: 5643.293945
	Iteration 71Q: 3 clusters Score -1.123644e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85337 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -11236431.000000 Penalty: 5643.293945
	Iteration 72Q: 3 clusters Score -1.123643e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85361 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -11236431.000000 Penalty: 5643.293945
	Iteration 73Q: 3 clusters Score -1.123643e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85380 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -11236435.000000 Penalty: 5643.293945
	Iteration 74Q: 3 clusters Score -1.123644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85395 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -11236424.000000 Penalty: 5643.293945
	Iteration 75Q: 3 clusters Score -1.123642e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85414 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -11236430.000000 Penalty: 5643.293945
	Iteration 76Q: 3 clusters Score -1.123643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -11236421.000000 Penalty: 5643.293945
	Iteration 77Q: 3 clusters Score -1.123642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85440 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -11236427.000000 Penalty: 5643.293945
	Iteration 78Q: 3 clusters Score -1.123643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85449 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -11236434.000000 Penalty: 5643.293945
	Iteration 79Q: 3 clusters Score -1.123643e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85470 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -11236441.000000 Penalty: 5643.293945
	Iteration 80F: 3 clusters Score -1.123644e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85489 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -11236441.000000 Penalty: 5643.293945
	Iteration 81Q: 3 clusters Score -1.123644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85501 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -11236449.000000 Penalty: 5643.293945
	Iteration 82Q: 3 clusters Score -1.123645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85508 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -11236459.000000 Penalty: 5643.293945
	Iteration 83Q: 3 clusters Score -1.123646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85519 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -11236463.000000 Penalty: 5643.293945
	Iteration 84Q: 3 clusters Score -1.123646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -11236474.000000 Penalty: 5643.293945
	Iteration 85Q: 3 clusters Score -1.123647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -11236477.000000 Penalty: 5643.293945
	Iteration 86Q: 3 clusters Score -1.123648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -11236478.000000 Penalty: 5643.293945
	Iteration 87Q: 3 clusters Score -1.123648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -11236474.000000 Penalty: 5643.293945
	Iteration 88Q: 3 clusters Score -1.123647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85578 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -11236473.000000 Penalty: 5643.293945
	Iteration 89Q: 3 clusters Score -1.123647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -11236470.000000 Penalty: 5643.293945
	Iteration 90Q: 3 clusters Score -1.123647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85585 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -11236483.000000 Penalty: 5643.293945
	Iteration 91Q: 3 clusters Score -1.123648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -11236476.000000 Penalty: 5643.293945
	Iteration 92Q: 3 clusters Score -1.123648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85592 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -11236477.000000 Penalty: 5643.293945
	Iteration 93Q: 3 clusters Score -1.123648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -11236478.000000 Penalty: 5643.293945
	Iteration 94Q: 3 clusters Score -1.123648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -11236478.000000 Penalty: 5643.293945
	Iteration 95F: 3 clusters Score -1.123648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -58819.402344 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -58819.4 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 277 members 
Entering Unmasked Estep 
Score: -57241.535156 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -57241.54 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57470.523438 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -57470.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57590.394531 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -57590.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57724.046875 Penalty: 3127.006592
	Iteration 3F: 3 clusters Score -57724.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57890.250000 Penalty: 3127.006592
	Iteration 4F: 3 clusters Score -57890.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58139.558594 Penalty: 3127.006592
	Iteration 5F: 3 clusters Score -58139.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58315.855469 Penalty: 3127.006592
	Iteration 6F: 3 clusters Score -58315.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58500.800781 Penalty: 3127.006592
	Iteration 7F: 3 clusters Score -58500.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58689.281250 Penalty: 3127.006592
	Iteration 8F: 3 clusters Score -58689.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -58838.382812 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -58838.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58868.789062 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -58868.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -58891.949219 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -58891.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -58937.910156 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -58937.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59007.953125 Penalty: 3127.006592
	Iteration 13Q: 3 clusters Score -59007.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59122.082031 Penalty: 3127.006592
	Iteration 14Q: 3 clusters Score -59122.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -59154.875000 Penalty: 3127.006592
	Iteration 15Q: 3 clusters Score -59154.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -59154.875000 Penalty: 3127.006592
	Iteration 16F: 3 clusters Score -59154.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157630 members 
Mstep: Class 3 contains 188656 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153737 members 
Mstep: Class 8 contains 79849 members 
Mstep: Class 9 contains 152101 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87833 members 
Mstep: Class 12 contains 166339 members 
Mstep: Class 13 contains 77527 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87344 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 221 members 
Entering Unmasked Estep 
Score: -161335280.000000 Penalty: 87239.546875
Splitting cluster 21 changes total score from -161336816.000000 to -161335280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -44580.093750 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -44580.09 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 210 members 
Entering Unmasked Estep 
Score: -43147.359375 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -43147.36 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43567.207031 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -43567.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43756.296875 Penalty: 3046.450439
	Iteration 2F: 3 clusters Score -43756.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43953.972656 Penalty: 3046.450439
	Iteration 3F: 3 clusters Score -43953.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44116.652344 Penalty: 3046.450439
	Iteration 4F: 3 clusters Score -44116.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44184.218750 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -44184.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44257.535156 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -44257.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44305.003906 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -44305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44344.808594 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -44344.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44370.343750 Penalty: 3046.450439
	Iteration 9Q: 3 clusters Score -44370.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44394.410156 Penalty: 3046.450439
	Iteration 10Q: 3 clusters Score -44394.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44403.183594 Penalty: 3046.450439
	Iteration 11Q: 3 clusters Score -44403.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44410.136719 Penalty: 3046.450439
	Iteration 12Q: 3 clusters Score -44410.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44422.531250 Penalty: 3046.450439
	Iteration 13Q: 3 clusters Score -44422.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44432.183594 Penalty: 3046.450439
	Iteration 14Q: 3 clusters Score -44432.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44435.734375 Penalty: 3046.450439
	Iteration 15Q: 3 clusters Score -44435.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44435.734375 Penalty: 3046.450439
	Iteration 16F: 3 clusters Score -44435.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -51650.121094 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -51650.12 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 235 members 
Entering Unmasked Estep 
Score: -50126.878906 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -50126.88 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50387.546875 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -50387.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50514.296875 Penalty: 3053.861572
	Iteration 2F: 3 clusters Score -50514.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50588.750000 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -50588.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50648.394531 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -50648.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50678.027344 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -50678.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50691.980469 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -50691.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50694.546875 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -50694.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50694.546875 Penalty: 3053.861572
	Iteration 8F: 3 clusters Score -50694.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -33007.183594 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -33007.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31699.863281 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -31699.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31872.816406 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -31872.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31964.125000 Penalty: 2865.715576
	Iteration 2F: 3 clusters Score -31964.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32002.281250 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -32002.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32018.835938 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -32018.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32028.378906 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -32028.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32032.203125 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -32032.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32032.203125 Penalty: 2865.715576
	Iteration 7F: 3 clusters Score -32032.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157630 members 
Mstep: Class 3 contains 188656 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153737 members 
Mstep: Class 8 contains 79849 members 
Mstep: Class 9 contains 152101 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87833 members 
Mstep: Class 12 contains 166339 members 
Mstep: Class 13 contains 77527 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87344 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336832.000000 Penalty: 83749.968750
Iteration 319Q: 25 clusters Score -1.613368e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157629 members 
Mstep: Class 3 contains 188656 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153739 members 
Mstep: Class 8 contains 79848 members 
Mstep: Class 9 contains 152101 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87833 members 
Mstep: Class 12 contains 166338 members 
Mstep: Class 13 contains 77528 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87344 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336800.000000 Penalty: 83749.968750
Iteration 320F: 25 clusters Score -1.613368e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157629 members 
Mstep: Class 3 contains 188657 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153740 members 
Mstep: Class 8 contains 79848 members 
Mstep: Class 9 contains 152099 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87833 members 
Mstep: Class 12 contains 166337 members 
Mstep: Class 13 contains 77528 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87344 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336832.000000 Penalty: 83749.968750
Iteration 321Q: 25 clusters Score -1.613368e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157630 members 
Mstep: Class 3 contains 188658 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153740 members 
Mstep: Class 8 contains 79848 members 
Mstep: Class 9 contains 152098 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87833 members 
Mstep: Class 12 contains 166336 members 
Mstep: Class 13 contains 77528 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87344 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336848.000000 Penalty: 83749.968750
Iteration 322Q: 25 clusters Score -1.613368e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157630 members 
Mstep: Class 3 contains 188660 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153741 members 
Mstep: Class 8 contains 79848 members 
Mstep: Class 9 contains 152099 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87833 members 
Mstep: Class 12 contains 166331 members 
Mstep: Class 13 contains 77529 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87344 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336832.000000 Penalty: 83749.968750
Iteration 323Q: 25 clusters Score -1.613368e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157631 members 
Mstep: Class 3 contains 188661 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153741 members 
Mstep: Class 8 contains 79848 members 
Mstep: Class 9 contains 152099 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87833 members 
Mstep: Class 12 contains 166329 members 
Mstep: Class 13 contains 77530 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87343 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336864.000000 Penalty: 83749.968750
Iteration 324Q: 25 clusters Score -1.613369e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157632 members 
Mstep: Class 3 contains 188662 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153745 members 
Mstep: Class 8 contains 79846 members 
Mstep: Class 9 contains 152100 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87831 members 
Mstep: Class 12 contains 166325 members 
Mstep: Class 13 contains 77532 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87342 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336912.000000 Penalty: 83749.968750
Iteration 325Q: 25 clusters Score -1.613369e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157633 members 
Mstep: Class 3 contains 188659 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153746 members 
Mstep: Class 8 contains 79844 members 
Mstep: Class 9 contains 152099 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87829 members 
Mstep: Class 12 contains 166330 members 
Mstep: Class 13 contains 77533 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87342 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336864.000000 Penalty: 83749.968750
Iteration 326Q: 25 clusters Score -1.613369e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157633 members 
Mstep: Class 3 contains 188659 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153747 members 
Mstep: Class 8 contains 79843 members 
Mstep: Class 9 contains 152098 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87829 members 
Mstep: Class 12 contains 166333 members 
Mstep: Class 13 contains 77533 members 
Mstep: Class 14 contains 29382 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87341 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336864.000000 Penalty: 83749.968750
Iteration 327Q: 25 clusters Score -1.613369e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157633 members 
Mstep: Class 3 contains 188658 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153751 members 
Mstep: Class 8 contains 79841 members 
Mstep: Class 9 contains 152099 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87829 members 
Mstep: Class 12 contains 166331 members 
Mstep: Class 13 contains 77534 members 
Mstep: Class 14 contains 29382 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87340 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336864.000000 Penalty: 83749.968750
Iteration 328Q: 25 clusters Score -1.613369e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157635 members 
Mstep: Class 3 contains 188657 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153753 members 
Mstep: Class 8 contains 79840 members 
Mstep: Class 9 contains 152098 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87829 members 
Mstep: Class 12 contains 166329 members 
Mstep: Class 13 contains 77535 members 
Mstep: Class 14 contains 29382 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87340 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336880.000000 Penalty: 83749.968750
Iteration 329Q: 25 clusters Score -1.613369e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157635 members 
Mstep: Class 3 contains 188657 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153753 members 
Mstep: Class 8 contains 79839 members 
Mstep: Class 9 contains 152096 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87831 members 
Mstep: Class 12 contains 166327 members 
Mstep: Class 13 contains 77537 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87340 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336880.000000 Penalty: 83749.968750
Iteration 330Q: 25 clusters Score -1.613369e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157635 members 
Mstep: Class 3 contains 188658 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153753 members 
Mstep: Class 8 contains 79838 members 
Mstep: Class 9 contains 152095 members 
Mstep: Class 10 contains 82058 members 
Mstep: Class 11 contains 87832 members 
Mstep: Class 12 contains 166324 members 
Mstep: Class 13 contains 77539 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87339 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336864.000000 Penalty: 83749.968750
Iteration 331Q: 25 clusters Score -1.613369e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157635 members 
Mstep: Class 3 contains 188661 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153752 members 
Mstep: Class 8 contains 79838 members 
Mstep: Class 9 contains 152094 members 
Mstep: Class 10 contains 82058 members 
Mstep: Class 11 contains 87831 members 
Mstep: Class 12 contains 166323 members 
Mstep: Class 13 contains 77539 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87340 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336912.000000 Penalty: 83749.968750
Iteration 332Q: 25 clusters Score -1.613369e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157637 members 
Mstep: Class 3 contains 188660 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153751 members 
Mstep: Class 8 contains 79838 members 
Mstep: Class 9 contains 152095 members 
Mstep: Class 10 contains 82057 members 
Mstep: Class 11 contains 87831 members 
Mstep: Class 12 contains 166322 members 
Mstep: Class 13 contains 77539 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87341 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336880.000000 Penalty: 83749.968750
Iteration 333Q: 25 clusters Score -1.613369e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157639 members 
Mstep: Class 3 contains 188660 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153754 members 
Mstep: Class 8 contains 79838 members 
Mstep: Class 9 contains 152094 members 
Mstep: Class 10 contains 82058 members 
Mstep: Class 11 contains 87830 members 
Mstep: Class 12 contains 166319 members 
Mstep: Class 13 contains 77538 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87341 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336848.000000 Penalty: 83749.968750
Iteration 334Q: 25 clusters Score -1.613368e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157640 members 
Mstep: Class 3 contains 188659 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153753 members 
Mstep: Class 8 contains 79837 members 
Mstep: Class 9 contains 152097 members 
Mstep: Class 10 contains 82058 members 
Mstep: Class 11 contains 87830 members 
Mstep: Class 12 contains 166319 members 
Mstep: Class 13 contains 77537 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87341 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336880.000000 Penalty: 83749.968750
Iteration 335Q: 25 clusters Score -1.613369e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157640 members 
Mstep: Class 3 contains 188662 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153752 members 
Mstep: Class 8 contains 79835 members 
Mstep: Class 9 contains 152097 members 
Mstep: Class 10 contains 82058 members 
Mstep: Class 11 contains 87829 members 
Mstep: Class 12 contains 166319 members 
Mstep: Class 13 contains 77537 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87342 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336880.000000 Penalty: 83749.968750
Iteration 336Q: 25 clusters Score -1.613369e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157642 members 
Mstep: Class 3 contains 188661 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153754 members 
Mstep: Class 8 contains 79833 members 
Mstep: Class 9 contains 152098 members 
Mstep: Class 10 contains 82058 members 
Mstep: Class 11 contains 87829 members 
Mstep: Class 12 contains 166318 members 
Mstep: Class 13 contains 77537 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87341 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336928.000000 Penalty: 83749.968750
Iteration 337Q: 25 clusters Score -1.613369e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157643 members 
Mstep: Class 3 contains 188661 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153755 members 
Mstep: Class 8 contains 79833 members 
Mstep: Class 9 contains 152096 members 
Mstep: Class 10 contains 82058 members 
Mstep: Class 11 contains 87829 members 
Mstep: Class 12 contains 166318 members 
Mstep: Class 13 contains 77537 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87341 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336928.000000 Penalty: 83749.968750
Iteration 338Q: 25 clusters Score -1.613369e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157642 members 
Mstep: Class 3 contains 188661 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153755 members 
Mstep: Class 8 contains 79833 members 
Mstep: Class 9 contains 152097 members 
Mstep: Class 10 contains 82058 members 
Mstep: Class 11 contains 87829 members 
Mstep: Class 12 contains 166318 members 
Mstep: Class 13 contains 77537 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87341 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336928.000000 Penalty: 83749.968750
Iteration 339Q: 25 clusters Score -1.613369e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157641 members 
Mstep: Class 3 contains 188661 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153757 members 
Mstep: Class 8 contains 79832 members 
Mstep: Class 9 contains 152097 members 
Mstep: Class 10 contains 82058 members 
Mstep: Class 11 contains 87829 members 
Mstep: Class 12 contains 166318 members 
Mstep: Class 13 contains 77537 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87341 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336944.000000 Penalty: 83749.968750
Iteration 340F: 25 clusters Score -1.613369e+08 nChanged 0
Entering ConstructFrom: 
Score: -161336944.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -62121.195312 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -62121.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60483.085938 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -60483.09 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60767.570312 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -60767.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60910.949219 Penalty: 3172.877197
	Iteration 2F: 3 clusters Score -60910.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60998.167969 Penalty: 3172.877197
	Iteration 3Q: 3 clusters Score -60998.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61045.648438 Penalty: 3172.877197
	Iteration 4Q: 3 clusters Score -61045.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61079.878906 Penalty: 3172.877197
	Iteration 5Q: 3 clusters Score -61079.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61115.742188 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -61115.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61165.539062 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -61165.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61189.308594 Penalty: 3172.877197
	Iteration 8Q: 3 clusters Score -61189.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61195.546875 Penalty: 3172.877197
	Iteration 9Q: 3 clusters Score -61195.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61213.195312 Penalty: 3172.877197
	Iteration 10Q: 3 clusters Score -61213.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61237.148438 Penalty: 3172.877197
	Iteration 11Q: 3 clusters Score -61237.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61267.140625 Penalty: 3172.877197
	Iteration 12Q: 3 clusters Score -61267.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61303.800781 Penalty: 3172.877197
	Iteration 13Q: 3 clusters Score -61303.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61352.761719 Penalty: 3172.877197
	Iteration 14Q: 3 clusters Score -61352.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61396.492188 Penalty: 3172.877197
	Iteration 15Q: 3 clusters Score -61396.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61435.832031 Penalty: 3172.877197
	Iteration 16Q: 3 clusters Score -61435.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61473.953125 Penalty: 3172.877197
	Iteration 17Q: 3 clusters Score -61473.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61500.457031 Penalty: 3172.877197
	Iteration 18Q: 3 clusters Score -61500.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61529.070312 Penalty: 3172.877197
	Iteration 19Q: 3 clusters Score -61529.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61552.804688 Penalty: 3172.877197
	Iteration 20F: 3 clusters Score -61552.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61580.917969 Penalty: 3172.877197
	Iteration 21Q: 3 clusters Score -61580.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61605.042969 Penalty: 3172.877197
	Iteration 22Q: 3 clusters Score -61605.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61647.382812 Penalty: 3172.877197
	Iteration 23Q: 3 clusters Score -61647.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61703.214844 Penalty: 3172.877197
	Iteration 24Q: 3 clusters Score -61703.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61719.585938 Penalty: 3172.877197
	Iteration 25Q: 3 clusters Score -61719.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61725.625000 Penalty: 3172.877197
	Iteration 26Q: 3 clusters Score -61725.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61730.812500 Penalty: 3172.877197
	Iteration 27Q: 3 clusters Score -61730.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61730.812500 Penalty: 3172.877197
	Iteration 28F: 3 clusters Score -61730.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (157641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157641 members 
Entering Unmasked Estep 
Score: -20310270.000000 Penalty: 2968.082764
	Iteration 0F: 2 clusters Score -2.031027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78585 members 
Mstep: Class 2 contains 79056 members 
Entering Unmasked Estep 
Score: -20212400.000000 Penalty: 5936.165527
	Iteration 0F: 3 clusters Score -2.02124e+07 nChanged 75371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -20256768.000000 Penalty: 5936.165527
	Iteration 1F: 3 clusters Score -2.025677e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71225 members 
Mstep: Class 2 contains 86416 members 
Entering Unmasked Estep 
Score: -20257994.000000 Penalty: 5936.165527
	Iteration 2Q: 3 clusters Score -2.025799e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67214 members 
Mstep: Class 2 contains 90427 members 
Entering Unmasked Estep 
Score: -20259966.000000 Penalty: 5936.165527
	Iteration 3Q: 3 clusters Score -2.025997e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 96056 members 
Entering Unmasked Estep 
Score: -20263370.000000 Penalty: 5936.165527
	Iteration 4F: 3 clusters Score -2.026337e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 103166 members 
Entering Unmasked Estep 
Score: -20268572.000000 Penalty: 5936.165527
	Iteration 5F: 3 clusters Score -2.026857e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 111326 members 
Entering Unmasked Estep 
Score: -20275220.000000 Penalty: 5936.165527
	Iteration 6F: 3 clusters Score -2.027522e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 119072 members 
Entering Unmasked Estep 
Score: -20282988.000000 Penalty: 5936.165527
	Iteration 7F: 3 clusters Score -2.028299e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 124904 members 
Entering Unmasked Estep 
Score: -20290060.000000 Penalty: 5936.165527
	Iteration 8F: 3 clusters Score -2.029006e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 128356 members 
Entering Unmasked Estep 
Score: -20294874.000000 Penalty: 5936.165527
	Iteration 9Q: 3 clusters Score -2.029487e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 130534 members 
Entering Unmasked Estep 
Score: -20296970.000000 Penalty: 5936.165527
	Iteration 10Q: 3 clusters Score -2.029697e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 132389 members 
Entering Unmasked Estep 
Score: -20297984.000000 Penalty: 5936.165527
	Iteration 11Q: 3 clusters Score -2.029798e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 134171 members 
Entering Unmasked Estep 
Score: -20298878.000000 Penalty: 5936.165527
	Iteration 12Q: 3 clusters Score -2.029888e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 135870 members 
Entering Unmasked Estep 
Score: -20299734.000000 Penalty: 5936.165527
	Iteration 13Q: 3 clusters Score -2.029973e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 137500 members 
Entering Unmasked Estep 
Score: -20300558.000000 Penalty: 5936.165527
	Iteration 14Q: 3 clusters Score -2.030056e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 139096 members 
Entering Unmasked Estep 
Score: -20301328.000000 Penalty: 5936.165527
	Iteration 15Q: 3 clusters Score -2.030133e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 140646 members 
Entering Unmasked Estep 
Score: -20302020.000000 Penalty: 5936.165527
	Iteration 16Q: 3 clusters Score -2.030202e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 142116 members 
Entering Unmasked Estep 
Score: -20302560.000000 Penalty: 5936.165527
	Iteration 17Q: 3 clusters Score -2.030256e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 143546 members 
Entering Unmasked Estep 
Score: -20303130.000000 Penalty: 5936.165527
	Iteration 18Q: 3 clusters Score -2.030313e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 144875 members 
Entering Unmasked Estep 
Score: -20303772.000000 Penalty: 5936.165527
	Iteration 19Q: 3 clusters Score -2.030377e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 146119 members 
Entering Unmasked Estep 
Score: -20304388.000000 Penalty: 5936.165527
	Iteration 20F: 3 clusters Score -2.030439e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 147346 members 
Entering Unmasked Estep 
Score: -20305110.000000 Penalty: 5936.165527
	Iteration 21Q: 3 clusters Score -2.030511e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 148549 members 
Entering Unmasked Estep 
Score: -20305690.000000 Penalty: 5936.165527
	Iteration 22Q: 3 clusters Score -2.030569e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 149712 members 
Entering Unmasked Estep 
Score: -20306188.000000 Penalty: 5936.165527
	Iteration 23Q: 3 clusters Score -2.030619e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 150741 members 
Entering Unmasked Estep 
Score: -20306644.000000 Penalty: 5936.165527
	Iteration 24Q: 3 clusters Score -2.030664e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 151698 members 
Entering Unmasked Estep 
Score: -20307072.000000 Penalty: 5936.165527
	Iteration 25Q: 3 clusters Score -2.030707e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 152533 members 
Entering Unmasked Estep 
Score: -20307326.000000 Penalty: 5936.165527
	Iteration 26Q: 3 clusters Score -2.030733e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 153222 members 
Entering Unmasked Estep 
Score: -20307480.000000 Penalty: 5936.165527
	Iteration 27Q: 3 clusters Score -2.030748e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 153837 members 
Entering Unmasked Estep 
Score: -20307702.000000 Penalty: 5936.165527
	Iteration 28Q: 3 clusters Score -2.03077e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 154380 members 
Entering Unmasked Estep 
Score: -20307868.000000 Penalty: 5936.165527
	Iteration 29Q: 3 clusters Score -2.030787e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 154826 members 
Entering Unmasked Estep 
Score: -20307920.000000 Penalty: 5936.165527
	Iteration 30Q: 3 clusters Score -2.030792e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 155182 members 
Entering Unmasked Estep 
Score: -20307994.000000 Penalty: 5936.165527
	Iteration 31Q: 3 clusters Score -2.030799e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 155491 members 
Entering Unmasked Estep 
Score: -20308012.000000 Penalty: 5936.165527
	Iteration 32Q: 3 clusters Score -2.030801e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 155764 members 
Entering Unmasked Estep 
Score: -20307988.000000 Penalty: 5936.165527
	Iteration 33Q: 3 clusters Score -2.030799e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 155964 members 
Entering Unmasked Estep 
Score: -20308072.000000 Penalty: 5936.165527
	Iteration 34Q: 3 clusters Score -2.030807e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 156144 members 
Entering Unmasked Estep 
Score: -20308076.000000 Penalty: 5936.165527
	Iteration 35Q: 3 clusters Score -2.030808e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 156289 members 
Entering Unmasked Estep 
Score: -20308074.000000 Penalty: 5936.165527
	Iteration 36Q: 3 clusters Score -2.030807e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 156395 members 
Entering Unmasked Estep 
Score: -20308096.000000 Penalty: 5936.165527
	Iteration 37Q: 3 clusters Score -2.03081e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 156486 members 
Entering Unmasked Estep 
Score: -20308132.000000 Penalty: 5936.165527
	Iteration 38Q: 3 clusters Score -2.030813e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 156548 members 
Entering Unmasked Estep 
Score: -20308144.000000 Penalty: 5936.165527
	Iteration 39Q: 3 clusters Score -2.030814e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 156610 members 
Entering Unmasked Estep 
Score: -20308150.000000 Penalty: 5936.165527
	Iteration 40F: 3 clusters Score -2.030815e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 156666 members 
Entering Unmasked Estep 
Score: -20308130.000000 Penalty: 5936.165527
	Iteration 41Q: 3 clusters Score -2.030813e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 156705 members 
Entering Unmasked Estep 
Score: -20308154.000000 Penalty: 5936.165527
	Iteration 42Q: 3 clusters Score -2.030815e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 156730 members 
Entering Unmasked Estep 
Score: -20308136.000000 Penalty: 5936.165527
	Iteration 43Q: 3 clusters Score -2.030814e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 156760 members 
Entering Unmasked Estep 
Score: -20308150.000000 Penalty: 5936.165527
	Iteration 44Q: 3 clusters Score -2.030815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 156775 members 
Entering Unmasked Estep 
Score: -20308142.000000 Penalty: 5936.165527
	Iteration 45Q: 3 clusters Score -2.030814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -20308144.000000 Penalty: 5936.165527
	Iteration 46Q: 3 clusters Score -2.030814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 156797 members 
Entering Unmasked Estep 
Score: -20308152.000000 Penalty: 5936.165527
	Iteration 47Q: 3 clusters Score -2.030815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 156807 members 
Entering Unmasked Estep 
Score: -20308154.000000 Penalty: 5936.165527
	Iteration 48Q: 3 clusters Score -2.030815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 156813 members 
Entering Unmasked Estep 
Score: -20308154.000000 Penalty: 5936.165527
	Iteration 49Q: 3 clusters Score -2.030815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 156815 members 
Entering Unmasked Estep 
Score: -20308152.000000 Penalty: 5936.165527
	Iteration 50Q: 3 clusters Score -2.030815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 156816 members 
Entering Unmasked Estep 
Score: -20308156.000000 Penalty: 5936.165527
	Iteration 51Q: 3 clusters Score -2.030816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 156817 members 
Entering Unmasked Estep 
Score: -20308150.000000 Penalty: 5936.165527
	Iteration 52Q: 3 clusters Score -2.030815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 156817 members 
Entering Unmasked Estep 
Score: -20308152.000000 Penalty: 5936.165527
	Iteration 53Q: 3 clusters Score -2.030815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 156818 members 
Entering Unmasked Estep 
Score: -20308150.000000 Penalty: 5936.165527
	Iteration 54Q: 3 clusters Score -2.030815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 156820 members 
Entering Unmasked Estep 
Score: -20308142.000000 Penalty: 5936.165527
	Iteration 55Q: 3 clusters Score -2.030814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 156820 members 
Entering Unmasked Estep 
Score: -20308142.000000 Penalty: 5936.165527
	Iteration 56F: 3 clusters Score -2.030814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (188661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188661 members 
Entering Unmasked Estep 
Score: -23969628.000000 Penalty: 3012.631348
	Iteration 0F: 2 clusters Score -2.396963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94239 members 
Mstep: Class 2 contains 94422 members 
Entering Unmasked Estep 
Score: -23849654.000000 Penalty: 6025.262695
	Iteration 0F: 3 clusters Score -2.384965e+07 nChanged 90782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91907 members 
Mstep: Class 2 contains 96754 members 
Entering Unmasked Estep 
Score: -23902180.000000 Penalty: 6025.262695
	Iteration 1F: 3 clusters Score -2.390218e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90009 members 
Mstep: Class 2 contains 98652 members 
Entering Unmasked Estep 
Score: -23903158.000000 Penalty: 6025.262695
	Iteration 2Q: 3 clusters Score -2.390316e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86932 members 
Mstep: Class 2 contains 101729 members 
Entering Unmasked Estep 
Score: -23904600.000000 Penalty: 6025.262695
	Iteration 3Q: 3 clusters Score -2.39046e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 106614 members 
Entering Unmasked Estep 
Score: -23906956.000000 Penalty: 6025.262695
	Iteration 4Q: 3 clusters Score -2.390696e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74813 members 
Mstep: Class 2 contains 113848 members 
Entering Unmasked Estep 
Score: -23911190.000000 Penalty: 6025.262695
	Iteration 5Q: 3 clusters Score -2.391119e+07 nChanged 12486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 124030 members 
Entering Unmasked Estep 
Score: -23919112.000000 Penalty: 6025.262695
	Iteration 6F: 3 clusters Score -2.391911e+07 nChanged 15723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 137053 members 
Entering Unmasked Estep 
Score: -23931718.000000 Penalty: 6025.262695
	Iteration 7F: 3 clusters Score -2.393172e+07 nChanged 15817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 150264 members 
Entering Unmasked Estep 
Score: -23946108.000000 Penalty: 6025.262695
	Iteration 8F: 3 clusters Score -2.394611e+07 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 159933 members 
Entering Unmasked Estep 
Score: -23957648.000000 Penalty: 6025.262695
	Iteration 9F: 3 clusters Score -2.395765e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 164926 members 
Entering Unmasked Estep 
Score: -23965418.000000 Penalty: 6025.262695
	Iteration 10Q: 3 clusters Score -2.396542e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 166893 members 
Entering Unmasked Estep 
Score: -23969218.000000 Penalty: 6025.262695
	Iteration 11Q: 3 clusters Score -2.396922e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 168132 members 
Entering Unmasked Estep 
Score: -23970428.000000 Penalty: 6025.262695
	Iteration 12Q: 3 clusters Score -2.397043e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 169160 members 
Entering Unmasked Estep 
Score: -23970806.000000 Penalty: 6025.262695
	Iteration 13Q: 3 clusters Score -2.397081e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 170020 members 
Entering Unmasked Estep 
Score: -23970938.000000 Penalty: 6025.262695
	Iteration 14Q: 3 clusters Score -2.397094e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 170787 members 
Entering Unmasked Estep 
Score: -23970990.000000 Penalty: 6025.262695
	Iteration 15Q: 3 clusters Score -2.397099e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 171463 members 
Entering Unmasked Estep 
Score: -23971008.000000 Penalty: 6025.262695
	Iteration 16Q: 3 clusters Score -2.397101e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 172078 members 
Entering Unmasked Estep 
Score: -23971062.000000 Penalty: 6025.262695
	Iteration 17Q: 3 clusters Score -2.397106e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 172657 members 
Entering Unmasked Estep 
Score: -23971042.000000 Penalty: 6025.262695
	Iteration 18Q: 3 clusters Score -2.397104e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 173158 members 
Entering Unmasked Estep 
Score: -23971014.000000 Penalty: 6025.262695
	Iteration 19Q: 3 clusters Score -2.397101e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 173626 members 
Entering Unmasked Estep 
Score: -23970930.000000 Penalty: 6025.262695
	Iteration 20F: 3 clusters Score -2.397093e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 174052 members 
Entering Unmasked Estep 
Score: -23970934.000000 Penalty: 6025.262695
	Iteration 21Q: 3 clusters Score -2.397093e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 174426 members 
Entering Unmasked Estep 
Score: -23970908.000000 Penalty: 6025.262695
	Iteration 22Q: 3 clusters Score -2.397091e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 174788 members 
Entering Unmasked Estep 
Score: -23970864.000000 Penalty: 6025.262695
	Iteration 23Q: 3 clusters Score -2.397086e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 175158 members 
Entering Unmasked Estep 
Score: -23970822.000000 Penalty: 6025.262695
	Iteration 24Q: 3 clusters Score -2.397082e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 175506 members 
Entering Unmasked Estep 
Score: -23970798.000000 Penalty: 6025.262695
	Iteration 25Q: 3 clusters Score -2.39708e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 175808 members 
Entering Unmasked Estep 
Score: -23970744.000000 Penalty: 6025.262695
	Iteration 26Q: 3 clusters Score -2.397074e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 176088 members 
Entering Unmasked Estep 
Score: -23970730.000000 Penalty: 6025.262695
	Iteration 27Q: 3 clusters Score -2.397073e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 176347 members 
Entering Unmasked Estep 
Score: -23970644.000000 Penalty: 6025.262695
	Iteration 28Q: 3 clusters Score -2.397064e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 176560 members 
Entering Unmasked Estep 
Score: -23970620.000000 Penalty: 6025.262695
	Iteration 29Q: 3 clusters Score -2.397062e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 176777 members 
Entering Unmasked Estep 
Score: -23970578.000000 Penalty: 6025.262695
	Iteration 30Q: 3 clusters Score -2.397058e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 177001 members 
Entering Unmasked Estep 
Score: -23970536.000000 Penalty: 6025.262695
	Iteration 31Q: 3 clusters Score -2.397054e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 177205 members 
Entering Unmasked Estep 
Score: -23970512.000000 Penalty: 6025.262695
	Iteration 32Q: 3 clusters Score -2.397051e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 177413 members 
Entering Unmasked Estep 
Score: -23970474.000000 Penalty: 6025.262695
	Iteration 33Q: 3 clusters Score -2.397047e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 177614 members 
Entering Unmasked Estep 
Score: -23970426.000000 Penalty: 6025.262695
	Iteration 34Q: 3 clusters Score -2.397043e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 177806 members 
Entering Unmasked Estep 
Score: -23970408.000000 Penalty: 6025.262695
	Iteration 35Q: 3 clusters Score -2.397041e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 178003 members 
Entering Unmasked Estep 
Score: -23970418.000000 Penalty: 6025.262695
	Iteration 36Q: 3 clusters Score -2.397042e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 178200 members 
Entering Unmasked Estep 
Score: -23970360.000000 Penalty: 6025.262695
	Iteration 37Q: 3 clusters Score -2.397036e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 178383 members 
Entering Unmasked Estep 
Score: -23970292.000000 Penalty: 6025.262695
	Iteration 38Q: 3 clusters Score -2.397029e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 178561 members 
Entering Unmasked Estep 
Score: -23970276.000000 Penalty: 6025.262695
	Iteration 39Q: 3 clusters Score -2.397028e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 178732 members 
Entering Unmasked Estep 
Score: -23970272.000000 Penalty: 6025.262695
	Iteration 40F: 3 clusters Score -2.397027e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 178905 members 
Entering Unmasked Estep 
Score: -23970274.000000 Penalty: 6025.262695
	Iteration 41Q: 3 clusters Score -2.397027e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 179085 members 
Entering Unmasked Estep 
Score: -23970250.000000 Penalty: 6025.262695
	Iteration 42Q: 3 clusters Score -2.397025e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 179250 members 
Entering Unmasked Estep 
Score: -23970196.000000 Penalty: 6025.262695
	Iteration 43Q: 3 clusters Score -2.39702e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 179416 members 
Entering Unmasked Estep 
Score: -23970144.000000 Penalty: 6025.262695
	Iteration 44Q: 3 clusters Score -2.397014e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 179570 members 
Entering Unmasked Estep 
Score: -23970106.000000 Penalty: 6025.262695
	Iteration 45Q: 3 clusters Score -2.397011e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 179728 members 
Entering Unmasked Estep 
Score: -23970068.000000 Penalty: 6025.262695
	Iteration 46Q: 3 clusters Score -2.397007e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 179872 members 
Entering Unmasked Estep 
Score: -23970084.000000 Penalty: 6025.262695
	Iteration 47Q: 3 clusters Score -2.397008e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 180009 members 
Entering Unmasked Estep 
Score: -23970044.000000 Penalty: 6025.262695
	Iteration 48Q: 3 clusters Score -2.397004e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 180135 members 
Entering Unmasked Estep 
Score: -23970014.000000 Penalty: 6025.262695
	Iteration 49Q: 3 clusters Score -2.397001e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 180262 members 
Entering Unmasked Estep 
Score: -23970002.000000 Penalty: 6025.262695
	Iteration 50Q: 3 clusters Score -2.397e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 180384 members 
Entering Unmasked Estep 
Score: -23970024.000000 Penalty: 6025.262695
	Iteration 51Q: 3 clusters Score -2.397002e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 180487 members 
Entering Unmasked Estep 
Score: -23969992.000000 Penalty: 6025.262695
	Iteration 52Q: 3 clusters Score -2.396999e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 180579 members 
Entering Unmasked Estep 
Score: -23969948.000000 Penalty: 6025.262695
	Iteration 53Q: 3 clusters Score -2.396995e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 180655 members 
Entering Unmasked Estep 
Score: -23969934.000000 Penalty: 6025.262695
	Iteration 54Q: 3 clusters Score -2.396993e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 180722 members 
Entering Unmasked Estep 
Score: -23969950.000000 Penalty: 6025.262695
	Iteration 55Q: 3 clusters Score -2.396995e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 180790 members 
Entering Unmasked Estep 
Score: -23969962.000000 Penalty: 6025.262695
	Iteration 56Q: 3 clusters Score -2.396996e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 180839 members 
Entering Unmasked Estep 
Score: -23969972.000000 Penalty: 6025.262695
	Iteration 57Q: 3 clusters Score -2.396997e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 180883 members 
Entering Unmasked Estep 
Score: -23969980.000000 Penalty: 6025.262695
	Iteration 58Q: 3 clusters Score -2.396998e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 180912 members 
Entering Unmasked Estep 
Score: -23969966.000000 Penalty: 6025.262695
	Iteration 59Q: 3 clusters Score -2.396997e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 180947 members 
Entering Unmasked Estep 
Score: -23969976.000000 Penalty: 6025.262695
	Iteration 60F: 3 clusters Score -2.396998e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 180983 members 
Entering Unmasked Estep 
Score: -23969966.000000 Penalty: 6025.262695
	Iteration 61Q: 3 clusters Score -2.396997e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 181017 members 
Entering Unmasked Estep 
Score: -23969912.000000 Penalty: 6025.262695
	Iteration 62Q: 3 clusters Score -2.396991e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 181050 members 
Entering Unmasked Estep 
Score: -23969912.000000 Penalty: 6025.262695
	Iteration 63Q: 3 clusters Score -2.396991e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 181086 members 
Entering Unmasked Estep 
Score: -23969910.000000 Penalty: 6025.262695
	Iteration 64Q: 3 clusters Score -2.396991e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 181116 members 
Entering Unmasked Estep 
Score: -23969926.000000 Penalty: 6025.262695
	Iteration 65Q: 3 clusters Score -2.396993e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 181148 members 
Entering Unmasked Estep 
Score: -23969878.000000 Penalty: 6025.262695
	Iteration 66Q: 3 clusters Score -2.396988e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 181185 members 
Entering Unmasked Estep 
Score: -23969874.000000 Penalty: 6025.262695
	Iteration 67Q: 3 clusters Score -2.396987e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 181225 members 
Entering Unmasked Estep 
Score: -23969868.000000 Penalty: 6025.262695
	Iteration 68Q: 3 clusters Score -2.396987e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 181267 members 
Entering Unmasked Estep 
Score: -23969850.000000 Penalty: 6025.262695
	Iteration 69Q: 3 clusters Score -2.396985e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 181306 members 
Entering Unmasked Estep 
Score: -23969844.000000 Penalty: 6025.262695
	Iteration 70Q: 3 clusters Score -2.396984e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 181340 members 
Entering Unmasked Estep 
Score: -23969860.000000 Penalty: 6025.262695
	Iteration 71Q: 3 clusters Score -2.396986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 181374 members 
Entering Unmasked Estep 
Score: -23969852.000000 Penalty: 6025.262695
	Iteration 72Q: 3 clusters Score -2.396985e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 181416 members 
Entering Unmasked Estep 
Score: -23969852.000000 Penalty: 6025.262695
	Iteration 73Q: 3 clusters Score -2.396985e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 181456 members 
Entering Unmasked Estep 
Score: -23969862.000000 Penalty: 6025.262695
	Iteration 74Q: 3 clusters Score -2.396986e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 181500 members 
Entering Unmasked Estep 
Score: -23969862.000000 Penalty: 6025.262695
	Iteration 75Q: 3 clusters Score -2.396986e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 181542 members 
Entering Unmasked Estep 
Score: -23969860.000000 Penalty: 6025.262695
	Iteration 76Q: 3 clusters Score -2.396986e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 181586 members 
Entering Unmasked Estep 
Score: -23969866.000000 Penalty: 6025.262695
	Iteration 77Q: 3 clusters Score -2.396987e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 181636 members 
Entering Unmasked Estep 
Score: -23969856.000000 Penalty: 6025.262695
	Iteration 78Q: 3 clusters Score -2.396986e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 181683 members 
Entering Unmasked Estep 
Score: -23969844.000000 Penalty: 6025.262695
	Iteration 79Q: 3 clusters Score -2.396984e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 181738 members 
Entering Unmasked Estep 
Score: -23969844.000000 Penalty: 6025.262695
	Iteration 80F: 3 clusters Score -2.396984e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 181795 members 
Entering Unmasked Estep 
Score: -23969798.000000 Penalty: 6025.262695
	Iteration 81Q: 3 clusters Score -2.39698e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 181848 members 
Entering Unmasked Estep 
Score: -23969794.000000 Penalty: 6025.262695
	Iteration 82Q: 3 clusters Score -2.396979e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 181902 members 
Entering Unmasked Estep 
Score: -23969794.000000 Penalty: 6025.262695
	Iteration 83Q: 3 clusters Score -2.396979e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 181954 members 
Entering Unmasked Estep 
Score: -23969766.000000 Penalty: 6025.262695
	Iteration 84Q: 3 clusters Score -2.396977e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 182016 members 
Entering Unmasked Estep 
Score: -23969704.000000 Penalty: 6025.262695
	Iteration 85Q: 3 clusters Score -2.39697e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 182079 members 
Entering Unmasked Estep 
Score: -23969694.000000 Penalty: 6025.262695
	Iteration 86Q: 3 clusters Score -2.396969e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 182130 members 
Entering Unmasked Estep 
Score: -23969696.000000 Penalty: 6025.262695
	Iteration 87Q: 3 clusters Score -2.39697e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 182170 members 
Entering Unmasked Estep 
Score: -23969684.000000 Penalty: 6025.262695
	Iteration 88Q: 3 clusters Score -2.396968e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 182213 members 
Entering Unmasked Estep 
Score: -23969702.000000 Penalty: 6025.262695
	Iteration 89Q: 3 clusters Score -2.39697e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 182250 members 
Entering Unmasked Estep 
Score: -23969718.000000 Penalty: 6025.262695
	Iteration 90Q: 3 clusters Score -2.396972e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 182282 members 
Entering Unmasked Estep 
Score: -23969728.000000 Penalty: 6025.262695
	Iteration 91Q: 3 clusters Score -2.396973e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 182307 members 
Entering Unmasked Estep 
Score: -23969708.000000 Penalty: 6025.262695
	Iteration 92Q: 3 clusters Score -2.396971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 182333 members 
Entering Unmasked Estep 
Score: -23969710.000000 Penalty: 6025.262695
	Iteration 93Q: 3 clusters Score -2.396971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 182359 members 
Entering Unmasked Estep 
Score: -23969698.000000 Penalty: 6025.262695
	Iteration 94Q: 3 clusters Score -2.39697e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 182387 members 
Entering Unmasked Estep 
Score: -23969696.000000 Penalty: 6025.262695
	Iteration 95Q: 3 clusters Score -2.39697e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 182424 members 
Entering Unmasked Estep 
Score: -23969692.000000 Penalty: 6025.262695
	Iteration 96Q: 3 clusters Score -2.396969e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 182465 members 
Entering Unmasked Estep 
Score: -23969674.000000 Penalty: 6025.262695
	Iteration 97Q: 3 clusters Score -2.396967e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 182515 members 
Entering Unmasked Estep 
Score: -23969648.000000 Penalty: 6025.262695
	Iteration 98Q: 3 clusters Score -2.396965e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 182552 members 
Entering Unmasked Estep 
Score: -23969666.000000 Penalty: 6025.262695
	Iteration 99Q: 3 clusters Score -2.396967e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 182586 members 
Entering Unmasked Estep 
Score: -23969660.000000 Penalty: 6025.262695
	Iteration 100F: 3 clusters Score -2.396966e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 182619 members 
Entering Unmasked Estep 
Score: -23969662.000000 Penalty: 6025.262695
	Iteration 101Q: 3 clusters Score -2.396966e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 182650 members 
Entering Unmasked Estep 
Score: -23969656.000000 Penalty: 6025.262695
	Iteration 102Q: 3 clusters Score -2.396966e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 182681 members 
Entering Unmasked Estep 
Score: -23969658.000000 Penalty: 6025.262695
	Iteration 103Q: 3 clusters Score -2.396966e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 182728 members 
Entering Unmasked Estep 
Score: -23969604.000000 Penalty: 6025.262695
	Iteration 104Q: 3 clusters Score -2.39696e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 182763 members 
Entering Unmasked Estep 
Score: -23969636.000000 Penalty: 6025.262695
	Iteration 105Q: 3 clusters Score -2.396964e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 182799 members 
Entering Unmasked Estep 
Score: -23969606.000000 Penalty: 6025.262695
	Iteration 106Q: 3 clusters Score -2.396961e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 182842 members 
Entering Unmasked Estep 
Score: -23969602.000000 Penalty: 6025.262695
	Iteration 107Q: 3 clusters Score -2.39696e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 182886 members 
Entering Unmasked Estep 
Score: -23969636.000000 Penalty: 6025.262695
	Iteration 108Q: 3 clusters Score -2.396964e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 182922 members 
Entering Unmasked Estep 
Score: -23969608.000000 Penalty: 6025.262695
	Iteration 109Q: 3 clusters Score -2.396961e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 182949 members 
Entering Unmasked Estep 
Score: -23969612.000000 Penalty: 6025.262695
	Iteration 110Q: 3 clusters Score -2.396961e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 182979 members 
Entering Unmasked Estep 
Score: -23969614.000000 Penalty: 6025.262695
	Iteration 111Q: 3 clusters Score -2.396961e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 183003 members 
Entering Unmasked Estep 
Score: -23969612.000000 Penalty: 6025.262695
	Iteration 112Q: 3 clusters Score -2.396961e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 183023 members 
Entering Unmasked Estep 
Score: -23969592.000000 Penalty: 6025.262695
	Iteration 113Q: 3 clusters Score -2.396959e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 183043 members 
Entering Unmasked Estep 
Score: -23969578.000000 Penalty: 6025.262695
	Iteration 114Q: 3 clusters Score -2.396958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 183061 members 
Entering Unmasked Estep 
Score: -23969574.000000 Penalty: 6025.262695
	Iteration 115Q: 3 clusters Score -2.396957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 183075 members 
Entering Unmasked Estep 
Score: -23969570.000000 Penalty: 6025.262695
	Iteration 116Q: 3 clusters Score -2.396957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 183081 members 
Entering Unmasked Estep 
Score: -23969564.000000 Penalty: 6025.262695
	Iteration 117Q: 3 clusters Score -2.396956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 183087 members 
Entering Unmasked Estep 
Score: -23969528.000000 Penalty: 6025.262695
	Iteration 118Q: 3 clusters Score -2.396953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 183091 members 
Entering Unmasked Estep 
Score: -23969542.000000 Penalty: 6025.262695
	Iteration 119Q: 3 clusters Score -2.396954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 183094 members 
Entering Unmasked Estep 
Score: -23969550.000000 Penalty: 6025.262695
	Iteration 120F: 3 clusters Score -2.396955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 183099 members 
Entering Unmasked Estep 
Score: -23969530.000000 Penalty: 6025.262695
	Iteration 121Q: 3 clusters Score -2.396953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 183102 members 
Entering Unmasked Estep 
Score: -23969512.000000 Penalty: 6025.262695
	Iteration 122Q: 3 clusters Score -2.396951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 183105 members 
Entering Unmasked Estep 
Score: -23969518.000000 Penalty: 6025.262695
	Iteration 123Q: 3 clusters Score -2.396952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 183106 members 
Entering Unmasked Estep 
Score: -23969512.000000 Penalty: 6025.262695
	Iteration 124Q: 3 clusters Score -2.396951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 183108 members 
Entering Unmasked Estep 
Score: -23969506.000000 Penalty: 6025.262695
	Iteration 125Q: 3 clusters Score -2.396951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 183110 members 
Entering Unmasked Estep 
Score: -23969514.000000 Penalty: 6025.262695
	Iteration 126Q: 3 clusters Score -2.396951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 183112 members 
Entering Unmasked Estep 
Score: -23969516.000000 Penalty: 6025.262695
	Iteration 127Q: 3 clusters Score -2.396952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 183113 members 
Entering Unmasked Estep 
Score: -23969508.000000 Penalty: 6025.262695
	Iteration 128Q: 3 clusters Score -2.396951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 183114 members 
Entering Unmasked Estep 
Score: -23969516.000000 Penalty: 6025.262695
	Iteration 129Q: 3 clusters Score -2.396952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 183114 members 
Entering Unmasked Estep 
Score: -23969516.000000 Penalty: 6025.262695
	Iteration 130F: 3 clusters Score -2.396952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -87232.492188 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -87232.49 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 405 members 
Entering Unmasked Estep 
Score: -85602.187500 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -85602.19 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85988.804688 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -85988.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -86189.007812 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -86189.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -86352.515625 Penalty: 3295.319824
	Iteration 3F: 3 clusters Score -86352.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -86423.500000 Penalty: 3295.319824
	Iteration 4Q: 3 clusters Score -86423.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -86478.257812 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -86478.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -86512.320312 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -86512.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -86537.156250 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -86537.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -86580.421875 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -86580.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -86587.835938 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -86587.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -86592.015625 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -86592.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -86594.710938 Penalty: 3295.319824
	Iteration 11Q: 3 clusters Score -86594.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -86595.101562 Penalty: 3295.319824
	Iteration 12Q: 3 clusters Score -86595.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -86595.101562 Penalty: 3295.319824
	Iteration 13F: 3 clusters Score -86595.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -39045.437500 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -39045.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37651.902344 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -37651.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37975.058594 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -37975.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38228.035156 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -38228.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38339.019531 Penalty: 2971.766357
	Iteration 3F: 3 clusters Score -38339.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38518.265625 Penalty: 2971.766357
	Iteration 4F: 3 clusters Score -38518.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -38634.359375 Penalty: 2971.766357
	Iteration 5F: 3 clusters Score -38634.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -38731.785156 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -38731.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -38799.378906 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -38799.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -38918.878906 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -38918.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -39009.691406 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -39009.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -39037.273438 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -39037.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -39091.027344 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -39091.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -39093.335938 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -39093.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -39096.589844 Penalty: 2971.766357
	Iteration 13F: 3 clusters Score -39096.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -39110.058594 Penalty: 2971.766357
	Iteration 14Q: 3 clusters Score -39110.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -39158.011719 Penalty: 2971.766357
	Iteration 15Q: 3 clusters Score -39158.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -39251.058594 Penalty: 2971.766357
	Iteration 16Q: 3 clusters Score -39251.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -39676.007812 Penalty: 2971.766357
	Iteration 17Q: 3 clusters Score -39676.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -39676.007812 Penalty: 2971.766357
	Iteration 18F: 3 clusters Score -39676.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157641 members 
Mstep: Class 3 contains 188661 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153757 members 
Mstep: Class 8 contains 79832 members 
Mstep: Class 9 contains 152097 members 
Mstep: Class 10 contains 82058 members 
Mstep: Class 11 contains 87829 members 
Mstep: Class 12 contains 166318 members 
Mstep: Class 13 contains 77537 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87341 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 94 members 
Entering Unmasked Estep 
Score: -161335568.000000 Penalty: 87239.546875
Splitting cluster 5 changes total score from -161336944.000000 to -161335568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (10809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Entering Unmasked Estep 
Score: -1319151.625000 Penalty: 2303.457275
	Iteration 0F: 2 clusters Score -1319152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1310998.625000 Penalty: 4606.914551
	Iteration 0F: 3 clusters Score -1310999 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1313374.375000 Penalty: 4606.914551
	Iteration 1F: 3 clusters Score -1313374 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1313632.500000 Penalty: 4606.914551
	Iteration 2F: 3 clusters Score -1313632 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1313821.625000 Penalty: 4606.914551
	Iteration 3Q: 3 clusters Score -1313822 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1313991.625000 Penalty: 4606.914551
	Iteration 4Q: 3 clusters Score -1313992 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1314159.750000 Penalty: 4606.914551
	Iteration 5Q: 3 clusters Score -1314160 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1314329.625000 Penalty: 4606.914551
	Iteration 6Q: 3 clusters Score -1314330 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1314508.625000 Penalty: 4606.914551
	Iteration 7Q: 3 clusters Score -1314509 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1314719.500000 Penalty: 4606.914551
	Iteration 8Q: 3 clusters Score -1314720 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1314954.750000 Penalty: 4606.914551
	Iteration 9Q: 3 clusters Score -1314955 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1315215.750000 Penalty: 4606.914551
	Iteration 10Q: 3 clusters Score -1315216 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1315479.375000 Penalty: 4606.914551
	Iteration 11Q: 3 clusters Score -1315479 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1315709.125000 Penalty: 4606.914551
	Iteration 12Q: 3 clusters Score -1315709 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1315899.500000 Penalty: 4606.914551
	Iteration 13Q: 3 clusters Score -1315900 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1316050.375000 Penalty: 4606.914551
	Iteration 14Q: 3 clusters Score -1316050 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1316183.125000 Penalty: 4606.914551
	Iteration 15Q: 3 clusters Score -1316183 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1316306.875000 Penalty: 4606.914551
	Iteration 16Q: 3 clusters Score -1316307 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1316399.625000 Penalty: 4606.914551
	Iteration 17Q: 3 clusters Score -1316400 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1316488.375000 Penalty: 4606.914551
	Iteration 18Q: 3 clusters Score -1316488 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1316548.625000 Penalty: 4606.914551
	Iteration 19Q: 3 clusters Score -1316549 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1316607.000000 Penalty: 4606.914551
	Iteration 20F: 3 clusters Score -1316607 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1316668.875000 Penalty: 4606.914551
	Iteration 21Q: 3 clusters Score -1316669 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1316719.625000 Penalty: 4606.914551
	Iteration 22Q: 3 clusters Score -1316720 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1316772.625000 Penalty: 4606.914551
	Iteration 23Q: 3 clusters Score -1316773 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1316827.000000 Penalty: 4606.914551
	Iteration 24Q: 3 clusters Score -1316827 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1316877.750000 Penalty: 4606.914551
	Iteration 25Q: 3 clusters Score -1316878 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1316919.000000 Penalty: 4606.914551
	Iteration 26Q: 3 clusters Score -1316919 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1316951.750000 Penalty: 4606.914551
	Iteration 27Q: 3 clusters Score -1316952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1316974.625000 Penalty: 4606.914551
	Iteration 28Q: 3 clusters Score -1316975 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1316996.875000 Penalty: 4606.914551
	Iteration 29Q: 3 clusters Score -1316997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1317010.750000 Penalty: 4606.914551
	Iteration 30Q: 3 clusters Score -1317011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1317020.500000 Penalty: 4606.914551
	Iteration 31Q: 3 clusters Score -1317020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1317031.125000 Penalty: 4606.914551
	Iteration 32Q: 3 clusters Score -1317031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1317040.500000 Penalty: 4606.914551
	Iteration 33Q: 3 clusters Score -1317040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1317047.375000 Penalty: 4606.914551
	Iteration 34Q: 3 clusters Score -1317047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1317058.875000 Penalty: 4606.914551
	Iteration 35Q: 3 clusters Score -1317059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1317066.500000 Penalty: 4606.914551
	Iteration 36Q: 3 clusters Score -1317066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1317074.125000 Penalty: 4606.914551
	Iteration 37Q: 3 clusters Score -1317074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1317081.625000 Penalty: 4606.914551
	Iteration 38Q: 3 clusters Score -1317082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1317089.500000 Penalty: 4606.914551
	Iteration 39Q: 3 clusters Score -1317090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1317099.000000 Penalty: 4606.914551
	Iteration 40F: 3 clusters Score -1317099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1317105.625000 Penalty: 4606.914551
	Iteration 41Q: 3 clusters Score -1317106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1317115.625000 Penalty: 4606.914551
	Iteration 42Q: 3 clusters Score -1317116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1317125.000000 Penalty: 4606.914551
	Iteration 43Q: 3 clusters Score -1317125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1317134.875000 Penalty: 4606.914551
	Iteration 44Q: 3 clusters Score -1317135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1317142.375000 Penalty: 4606.914551
	Iteration 45Q: 3 clusters Score -1317142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1317153.125000 Penalty: 4606.914551
	Iteration 46Q: 3 clusters Score -1317153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1317165.750000 Penalty: 4606.914551
	Iteration 47Q: 3 clusters Score -1317166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1317171.500000 Penalty: 4606.914551
	Iteration 48Q: 3 clusters Score -1317172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1317173.625000 Penalty: 4606.914551
	Iteration 49Q: 3 clusters Score -1317174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1317180.375000 Penalty: 4606.914551
	Iteration 50Q: 3 clusters Score -1317180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1317182.625000 Penalty: 4606.914551
	Iteration 51Q: 3 clusters Score -1317183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1317190.875000 Penalty: 4606.914551
	Iteration 52Q: 3 clusters Score -1317191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1317193.375000 Penalty: 4606.914551
	Iteration 53Q: 3 clusters Score -1317193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1317191.875000 Penalty: 4606.914551
	Iteration 54Q: 3 clusters Score -1317192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1317196.750000 Penalty: 4606.914551
	Iteration 55Q: 3 clusters Score -1317197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1317201.125000 Penalty: 4606.914551
	Iteration 56Q: 3 clusters Score -1317201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1317204.875000 Penalty: 4606.914551
	Iteration 57Q: 3 clusters Score -1317205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1317211.875000 Penalty: 4606.914551
	Iteration 58Q: 3 clusters Score -1317212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1317216.125000 Penalty: 4606.914551
	Iteration 59Q: 3 clusters Score -1317216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1317219.125000 Penalty: 4606.914551
	Iteration 60F: 3 clusters Score -1317219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1317222.375000 Penalty: 4606.914551
	Iteration 61Q: 3 clusters Score -1317222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1317224.625000 Penalty: 4606.914551
	Iteration 62Q: 3 clusters Score -1317225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1317223.875000 Penalty: 4606.914551
	Iteration 63Q: 3 clusters Score -1317224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1317228.125000 Penalty: 4606.914551
	Iteration 64Q: 3 clusters Score -1317228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1317231.250000 Penalty: 4606.914551
	Iteration 65Q: 3 clusters Score -1317231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1317232.125000 Penalty: 4606.914551
	Iteration 66Q: 3 clusters Score -1317232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1317234.750000 Penalty: 4606.914551
	Iteration 67Q: 3 clusters Score -1317235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1317239.750000 Penalty: 4606.914551
	Iteration 68Q: 3 clusters Score -1317240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1317239.250000 Penalty: 4606.914551
	Iteration 69Q: 3 clusters Score -1317239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1317241.125000 Penalty: 4606.914551
	Iteration 70Q: 3 clusters Score -1317241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1317240.375000 Penalty: 4606.914551
	Iteration 71Q: 3 clusters Score -1317240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1317241.125000 Penalty: 4606.914551
	Iteration 72Q: 3 clusters Score -1317241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1317241.125000 Penalty: 4606.914551
	Iteration 73F: 3 clusters Score -1317241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (153757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153757 members 
Entering Unmasked Estep 
Score: -19578542.000000 Penalty: 2961.895996
	Iteration 0F: 2 clusters Score -1.957854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 76805 members 
Entering Unmasked Estep 
Score: -19477268.000000 Penalty: 5923.791992
	Iteration 0F: 3 clusters Score -1.947727e+07 nChanged 73854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78352 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -19519524.000000 Penalty: 5923.791992
	Iteration 1F: 3 clusters Score -1.951952e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79005 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -19520120.000000 Penalty: 5923.791992
	Iteration 2Q: 3 clusters Score -1.952012e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 73741 members 
Entering Unmasked Estep 
Score: -19520770.000000 Penalty: 5923.791992
	Iteration 3Q: 3 clusters Score -1.952077e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81605 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -19521426.000000 Penalty: 5923.791992
	Iteration 4Q: 3 clusters Score -1.952143e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -19522502.000000 Penalty: 5923.791992
	Iteration 5Q: 3 clusters Score -1.95225e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87680 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -19524066.000000 Penalty: 5923.791992
	Iteration 6Q: 3 clusters Score -1.952407e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93083 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -19526504.000000 Penalty: 5923.791992
	Iteration 7Q: 3 clusters Score -1.95265e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100851 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -19531198.000000 Penalty: 5923.791992
	Iteration 8F: 3 clusters Score -1.95312e+07 nChanged 10582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111343 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -19538918.000000 Penalty: 5923.791992
	Iteration 9F: 3 clusters Score -1.953892e+07 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123896 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -19549876.000000 Penalty: 5923.791992
	Iteration 10F: 3 clusters Score -1.954988e+07 nChanged 12105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135995 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -19561390.000000 Penalty: 5923.791992
	Iteration 11F: 3 clusters Score -1.956139e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145030 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -19569970.000000 Penalty: 5923.791992
	Iteration 12F: 3 clusters Score -1.956997e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150179 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -19573990.000000 Penalty: 5923.791992
	Iteration 13Q: 3 clusters Score -1.957399e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152339 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -19575272.000000 Penalty: 5923.791992
	Iteration 14Q: 3 clusters Score -1.957527e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153065 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -19575688.000000 Penalty: 5923.791992
	Iteration 15Q: 3 clusters Score -1.957569e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153303 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -19575848.000000 Penalty: 5923.791992
	Iteration 16Q: 3 clusters Score -1.957585e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153376 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -19575886.000000 Penalty: 5923.791992
	Iteration 17Q: 3 clusters Score -1.957589e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153410 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -19575966.000000 Penalty: 5923.791992
	Iteration 18Q: 3 clusters Score -1.957597e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153422 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -19575994.000000 Penalty: 5923.791992
	Iteration 19Q: 3 clusters Score -1.957599e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153433 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19575998.000000 Penalty: 5923.791992
	Iteration 20F: 3 clusters Score -1.9576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153447 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -19575996.000000 Penalty: 5923.791992
	Iteration 21Q: 3 clusters Score -1.9576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153459 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19576006.000000 Penalty: 5923.791992
	Iteration 22Q: 3 clusters Score -1.957601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153471 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19576022.000000 Penalty: 5923.791992
	Iteration 23Q: 3 clusters Score -1.957602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153478 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19576030.000000 Penalty: 5923.791992
	Iteration 24Q: 3 clusters Score -1.957603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153481 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19576038.000000 Penalty: 5923.791992
	Iteration 25Q: 3 clusters Score -1.957604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153488 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19576046.000000 Penalty: 5923.791992
	Iteration 26Q: 3 clusters Score -1.957605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153489 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19576048.000000 Penalty: 5923.791992
	Iteration 27Q: 3 clusters Score -1.957605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153490 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19576052.000000 Penalty: 5923.791992
	Iteration 28Q: 3 clusters Score -1.957605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153490 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19576052.000000 Penalty: 5923.791992
	Iteration 29F: 3 clusters Score -1.957605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79832 members 
Entering Unmasked Estep 
Score: -9914295.000000 Penalty: 2799.344482
	Iteration 0F: 2 clusters Score -9914295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -9861002.000000 Penalty: 5598.688965
	Iteration 0F: 3 clusters Score -9861002 nChanged 37473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -9882150.000000 Penalty: 5598.688965
	Iteration 1F: 3 clusters Score -9882150 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -9883145.000000 Penalty: 5598.688965
	Iteration 2Q: 3 clusters Score -9883145 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -9884281.000000 Penalty: 5598.688965
	Iteration 3Q: 3 clusters Score -9884281 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -9885520.000000 Penalty: 5598.688965
	Iteration 4Q: 3 clusters Score -9885520 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -9887024.000000 Penalty: 5598.688965
	Iteration 5Q: 3 clusters Score -9887024 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -9888623.000000 Penalty: 5598.688965
	Iteration 6Q: 3 clusters Score -9888623 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -9890329.000000 Penalty: 5598.688965
	Iteration 7Q: 3 clusters Score -9890329 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -9892016.000000 Penalty: 5598.688965
	Iteration 8Q: 3 clusters Score -9892016 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -9893914.000000 Penalty: 5598.688965
	Iteration 9Q: 3 clusters Score -9893914 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -9895932.000000 Penalty: 5598.688965
	Iteration 10Q: 3 clusters Score -9895932 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -9898241.000000 Penalty: 5598.688965
	Iteration 11Q: 3 clusters Score -9898241 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -9900733.000000 Penalty: 5598.688965
	Iteration 12Q: 3 clusters Score -9900733 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -9903199.000000 Penalty: 5598.688965
	Iteration 13Q: 3 clusters Score -9903199 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -9905598.000000 Penalty: 5598.688965
	Iteration 14Q: 3 clusters Score -9905598 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -9907586.000000 Penalty: 5598.688965
	Iteration 15Q: 3 clusters Score -9907586 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71572 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -9909009.000000 Penalty: 5598.688965
	Iteration 16Q: 3 clusters Score -9909009 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -9909962.000000 Penalty: 5598.688965
	Iteration 17Q: 3 clusters Score -9909962 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -9910590.000000 Penalty: 5598.688965
	Iteration 18Q: 3 clusters Score -9910590 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -9910996.000000 Penalty: 5598.688965
	Iteration 19Q: 3 clusters Score -9910996 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75739 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -9911224.000000 Penalty: 5598.688965
	Iteration 20F: 3 clusters Score -9911224 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76171 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -9911465.000000 Penalty: 5598.688965
	Iteration 21Q: 3 clusters Score -9911465 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76518 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -9911638.000000 Penalty: 5598.688965
	Iteration 22Q: 3 clusters Score -9911638 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76783 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -9911834.000000 Penalty: 5598.688965
	Iteration 23Q: 3 clusters Score -9911834 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -9911952.000000 Penalty: 5598.688965
	Iteration 24Q: 3 clusters Score -9911952 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77083 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -9912052.000000 Penalty: 5598.688965
	Iteration 25Q: 3 clusters Score -9912052 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -9912112.000000 Penalty: 5598.688965
	Iteration 26Q: 3 clusters Score -9912112 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77235 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -9912131.000000 Penalty: 5598.688965
	Iteration 27Q: 3 clusters Score -9912131 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77294 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -9912173.000000 Penalty: 5598.688965
	Iteration 28Q: 3 clusters Score -9912173 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77352 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -9912175.000000 Penalty: 5598.688965
	Iteration 29Q: 3 clusters Score -9912175 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77390 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -9912214.000000 Penalty: 5598.688965
	Iteration 30Q: 3 clusters Score -9912214 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77427 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -9912227.000000 Penalty: 5598.688965
	Iteration 31Q: 3 clusters Score -9912227 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -9912245.000000 Penalty: 5598.688965
	Iteration 32Q: 3 clusters Score -9912245 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -9912269.000000 Penalty: 5598.688965
	Iteration 33Q: 3 clusters Score -9912269 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77540 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -9912290.000000 Penalty: 5598.688965
	Iteration 34Q: 3 clusters Score -9912290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77560 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -9912288.000000 Penalty: 5598.688965
	Iteration 35Q: 3 clusters Score -9912288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -9912303.000000 Penalty: 5598.688965
	Iteration 36Q: 3 clusters Score -9912303 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77604 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -9912330.000000 Penalty: 5598.688965
	Iteration 37Q: 3 clusters Score -9912330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9912331.000000 Penalty: 5598.688965
	Iteration 38Q: 3 clusters Score -9912331 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9912314.000000 Penalty: 5598.688965
	Iteration 39Q: 3 clusters Score -9912314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77651 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -9912333.000000 Penalty: 5598.688965
	Iteration 40F: 3 clusters Score -9912333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -9912329.000000 Penalty: 5598.688965
	Iteration 41Q: 3 clusters Score -9912329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -9912328.000000 Penalty: 5598.688965
	Iteration 42Q: 3 clusters Score -9912328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -9912342.000000 Penalty: 5598.688965
	Iteration 43Q: 3 clusters Score -9912342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77697 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9912346.000000 Penalty: 5598.688965
	Iteration 44Q: 3 clusters Score -9912346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77702 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -9912343.000000 Penalty: 5598.688965
	Iteration 45Q: 3 clusters Score -9912343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -9912347.000000 Penalty: 5598.688965
	Iteration 46Q: 3 clusters Score -9912347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77715 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9912362.000000 Penalty: 5598.688965
	Iteration 47Q: 3 clusters Score -9912362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9912365.000000 Penalty: 5598.688965
	Iteration 48Q: 3 clusters Score -9912365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77724 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -9912363.000000 Penalty: 5598.688965
	Iteration 49Q: 3 clusters Score -9912363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77725 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -9912361.000000 Penalty: 5598.688965
	Iteration 50Q: 3 clusters Score -9912361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77727 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -9912361.000000 Penalty: 5598.688965
	Iteration 51Q: 3 clusters Score -9912361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77729 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -9912358.000000 Penalty: 5598.688965
	Iteration 52Q: 3 clusters Score -9912358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -9912364.000000 Penalty: 5598.688965
	Iteration 53Q: 3 clusters Score -9912364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -9912359.000000 Penalty: 5598.688965
	Iteration 54Q: 3 clusters Score -9912359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -9912359.000000 Penalty: 5598.688965
	Iteration 55F: 3 clusters Score -9912359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (152097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152097 members 
Entering Unmasked Estep 
Score: -19391804.000000 Penalty: 2959.203857
	Iteration 0F: 2 clusters Score -1.93918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 76118 members 
Entering Unmasked Estep 
Score: -19293748.000000 Penalty: 5918.407715
	Iteration 0F: 3 clusters Score -1.929375e+07 nChanged 72580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75895 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
Score: -19335024.000000 Penalty: 5918.407715
	Iteration 1F: 3 clusters Score -1.933502e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76269 members 
Mstep: Class 2 contains 75828 members 
Entering Unmasked Estep 
Score: -19335836.000000 Penalty: 5918.407715
	Iteration 2Q: 3 clusters Score -1.933584e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76839 members 
Mstep: Class 2 contains 75258 members 
Entering Unmasked Estep 
Score: -19336660.000000 Penalty: 5918.407715
	Iteration 3Q: 3 clusters Score -1.933666e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
Score: -19337574.000000 Penalty: 5918.407715
	Iteration 4Q: 3 clusters Score -1.933757e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79286 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -19339092.000000 Penalty: 5918.407715
	Iteration 5Q: 3 clusters Score -1.933909e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81447 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -19341504.000000 Penalty: 5918.407715
	Iteration 6Q: 3 clusters Score -1.93415e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 67464 members 
Entering Unmasked Estep 
Score: -19345034.000000 Penalty: 5918.407715
	Iteration 7Q: 3 clusters Score -1.934503e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89138 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -19350320.000000 Penalty: 5918.407715
	Iteration 8F: 3 clusters Score -1.935032e+07 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94739 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -19357680.000000 Penalty: 5918.407715
	Iteration 9F: 3 clusters Score -1.935768e+07 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100893 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -19366884.000000 Penalty: 5918.407715
	Iteration 10F: 3 clusters Score -1.936688e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106002 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -19374310.000000 Penalty: 5918.407715
	Iteration 11F: 3 clusters Score -1.937431e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109829 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -19378300.000000 Penalty: 5918.407715
	Iteration 12Q: 3 clusters Score -1.93783e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112867 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -19380066.000000 Penalty: 5918.407715
	Iteration 13Q: 3 clusters Score -1.938007e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115642 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -19381326.000000 Penalty: 5918.407715
	Iteration 14Q: 3 clusters Score -1.938133e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118303 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -19382372.000000 Penalty: 5918.407715
	Iteration 15Q: 3 clusters Score -1.938237e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120820 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -19383220.000000 Penalty: 5918.407715
	Iteration 16Q: 3 clusters Score -1.938322e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123184 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -19384006.000000 Penalty: 5918.407715
	Iteration 17Q: 3 clusters Score -1.938401e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125444 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -19384754.000000 Penalty: 5918.407715
	Iteration 18Q: 3 clusters Score -1.938475e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127676 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -19385364.000000 Penalty: 5918.407715
	Iteration 19Q: 3 clusters Score -1.938536e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129822 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -19385922.000000 Penalty: 5918.407715
	Iteration 20F: 3 clusters Score -1.938592e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131816 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -19386482.000000 Penalty: 5918.407715
	Iteration 21Q: 3 clusters Score -1.938648e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133707 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -19387060.000000 Penalty: 5918.407715
	Iteration 22Q: 3 clusters Score -1.938706e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135474 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -19387624.000000 Penalty: 5918.407715
	Iteration 23Q: 3 clusters Score -1.938762e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137126 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -19388104.000000 Penalty: 5918.407715
	Iteration 24Q: 3 clusters Score -1.93881e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138719 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -19388584.000000 Penalty: 5918.407715
	Iteration 25Q: 3 clusters Score -1.938858e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140117 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -19388904.000000 Penalty: 5918.407715
	Iteration 26Q: 3 clusters Score -1.93889e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141387 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -19389162.000000 Penalty: 5918.407715
	Iteration 27Q: 3 clusters Score -1.938916e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142537 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -19389444.000000 Penalty: 5918.407715
	Iteration 28Q: 3 clusters Score -1.938944e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143582 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -19389542.000000 Penalty: 5918.407715
	Iteration 29Q: 3 clusters Score -1.938954e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144521 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -19389690.000000 Penalty: 5918.407715
	Iteration 30Q: 3 clusters Score -1.938969e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145333 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -19389982.000000 Penalty: 5918.407715
	Iteration 31Q: 3 clusters Score -1.938998e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146052 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -19390064.000000 Penalty: 5918.407715
	Iteration 32Q: 3 clusters Score -1.939006e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146680 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -19390122.000000 Penalty: 5918.407715
	Iteration 33Q: 3 clusters Score -1.939012e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147196 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -19390140.000000 Penalty: 5918.407715
	Iteration 34Q: 3 clusters Score -1.939014e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147620 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -19390172.000000 Penalty: 5918.407715
	Iteration 35Q: 3 clusters Score -1.939017e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147974 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -19390270.000000 Penalty: 5918.407715
	Iteration 36Q: 3 clusters Score -1.939027e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148306 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -19390304.000000 Penalty: 5918.407715
	Iteration 37Q: 3 clusters Score -1.93903e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148581 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -19390284.000000 Penalty: 5918.407715
	Iteration 38Q: 3 clusters Score -1.939028e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148806 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -19390286.000000 Penalty: 5918.407715
	Iteration 39Q: 3 clusters Score -1.939029e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148999 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -19390324.000000 Penalty: 5918.407715
	Iteration 40F: 3 clusters Score -1.939032e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149168 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -19390318.000000 Penalty: 5918.407715
	Iteration 41Q: 3 clusters Score -1.939032e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149313 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -19390316.000000 Penalty: 5918.407715
	Iteration 42Q: 3 clusters Score -1.939032e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149446 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -19390328.000000 Penalty: 5918.407715
	Iteration 43Q: 3 clusters Score -1.939033e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149557 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -19390350.000000 Penalty: 5918.407715
	Iteration 44Q: 3 clusters Score -1.939035e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149642 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -19390394.000000 Penalty: 5918.407715
	Iteration 45Q: 3 clusters Score -1.939039e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149716 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -19390346.000000 Penalty: 5918.407715
	Iteration 46Q: 3 clusters Score -1.939035e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149778 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -19390330.000000 Penalty: 5918.407715
	Iteration 47Q: 3 clusters Score -1.939033e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149833 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -19390292.000000 Penalty: 5918.407715
	Iteration 48Q: 3 clusters Score -1.939029e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149880 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -19390294.000000 Penalty: 5918.407715
	Iteration 49Q: 3 clusters Score -1.939029e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149922 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -19390276.000000 Penalty: 5918.407715
	Iteration 50Q: 3 clusters Score -1.939028e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149954 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -19390264.000000 Penalty: 5918.407715
	Iteration 51Q: 3 clusters Score -1.939026e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149984 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -19390264.000000 Penalty: 5918.407715
	Iteration 52Q: 3 clusters Score -1.939026e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150016 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -19390286.000000 Penalty: 5918.407715
	Iteration 53Q: 3 clusters Score -1.939029e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150049 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -19390284.000000 Penalty: 5918.407715
	Iteration 54Q: 3 clusters Score -1.939028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150074 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -19390292.000000 Penalty: 5918.407715
	Iteration 55Q: 3 clusters Score -1.939029e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150095 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -19390300.000000 Penalty: 5918.407715
	Iteration 56Q: 3 clusters Score -1.93903e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150116 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -19390292.000000 Penalty: 5918.407715
	Iteration 57Q: 3 clusters Score -1.939029e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150134 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -19390284.000000 Penalty: 5918.407715
	Iteration 58Q: 3 clusters Score -1.939028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150151 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -19390300.000000 Penalty: 5918.407715
	Iteration 59Q: 3 clusters Score -1.93903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150167 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -19390298.000000 Penalty: 5918.407715
	Iteration 60F: 3 clusters Score -1.93903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150181 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -19390288.000000 Penalty: 5918.407715
	Iteration 61Q: 3 clusters Score -1.939029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150189 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -19390288.000000 Penalty: 5918.407715
	Iteration 62Q: 3 clusters Score -1.939029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150192 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -19390302.000000 Penalty: 5918.407715
	Iteration 63Q: 3 clusters Score -1.93903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150196 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -19390298.000000 Penalty: 5918.407715
	Iteration 64Q: 3 clusters Score -1.93903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150202 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -19390296.000000 Penalty: 5918.407715
	Iteration 65Q: 3 clusters Score -1.93903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150208 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -19390298.000000 Penalty: 5918.407715
	Iteration 66Q: 3 clusters Score -1.93903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150212 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -19390302.000000 Penalty: 5918.407715
	Iteration 67Q: 3 clusters Score -1.93903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150218 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -19390288.000000 Penalty: 5918.407715
	Iteration 68Q: 3 clusters Score -1.939029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150222 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -19390292.000000 Penalty: 5918.407715
	Iteration 69Q: 3 clusters Score -1.939029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150225 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -19390292.000000 Penalty: 5918.407715
	Iteration 70Q: 3 clusters Score -1.939029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150228 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -19390290.000000 Penalty: 5918.407715
	Iteration 71Q: 3 clusters Score -1.939029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150227 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -19390294.000000 Penalty: 5918.407715
	Iteration 72Q: 3 clusters Score -1.939029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150228 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -19390286.000000 Penalty: 5918.407715
	Iteration 73Q: 3 clusters Score -1.939029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150228 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -19390286.000000 Penalty: 5918.407715
	Iteration 74F: 3 clusters Score -1.939029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (82058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82058 members 
Entering Unmasked Estep 
Score: -10391220.000000 Penalty: 2806.165039
	Iteration 0F: 2 clusters Score -1.039122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -10336139.000000 Penalty: 5612.330078
	Iteration 0F: 3 clusters Score -1.033614e+07 nChanged 38751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -10358418.000000 Penalty: 5612.330078
	Iteration 1F: 3 clusters Score -1.035842e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -10359694.000000 Penalty: 5612.330078
	Iteration 2Q: 3 clusters Score -1.035969e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -10361616.000000 Penalty: 5612.330078
	Iteration 3Q: 3 clusters Score -1.036162e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -10364068.000000 Penalty: 5612.330078
	Iteration 4F: 3 clusters Score -1.036407e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -10367089.000000 Penalty: 5612.330078
	Iteration 5F: 3 clusters Score -1.036709e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -10370405.000000 Penalty: 5612.330078
	Iteration 6F: 3 clusters Score -1.03704e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -10373876.000000 Penalty: 5612.330078
	Iteration 7F: 3 clusters Score -1.037388e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -10376969.000000 Penalty: 5612.330078
	Iteration 8F: 3 clusters Score -1.037697e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -10379294.000000 Penalty: 5612.330078
	Iteration 9Q: 3 clusters Score -1.037929e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -10380592.000000 Penalty: 5612.330078
	Iteration 10Q: 3 clusters Score -1.038059e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -10381443.000000 Penalty: 5612.330078
	Iteration 11Q: 3 clusters Score -1.038144e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -10381962.000000 Penalty: 5612.330078
	Iteration 12Q: 3 clusters Score -1.038196e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -10382241.000000 Penalty: 5612.330078
	Iteration 13Q: 3 clusters Score -1.038224e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -10382385.000000 Penalty: 5612.330078
	Iteration 14Q: 3 clusters Score -1.038238e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -10382577.000000 Penalty: 5612.330078
	Iteration 15Q: 3 clusters Score -1.038258e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -10382696.000000 Penalty: 5612.330078
	Iteration 16Q: 3 clusters Score -1.03827e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -10382809.000000 Penalty: 5612.330078
	Iteration 17Q: 3 clusters Score -1.038281e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -10382995.000000 Penalty: 5612.330078
	Iteration 18Q: 3 clusters Score -1.0383e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -10383167.000000 Penalty: 5612.330078
	Iteration 19Q: 3 clusters Score -1.038317e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -10383404.000000 Penalty: 5612.330078
	Iteration 20F: 3 clusters Score -1.03834e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -10383663.000000 Penalty: 5612.330078
	Iteration 21Q: 3 clusters Score -1.038366e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62020 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -10383891.000000 Penalty: 5612.330078
	Iteration 22Q: 3 clusters Score -1.038389e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -10384116.000000 Penalty: 5612.330078
	Iteration 23Q: 3 clusters Score -1.038412e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -10384391.000000 Penalty: 5612.330078
	Iteration 24Q: 3 clusters Score -1.038439e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -10384746.000000 Penalty: 5612.330078
	Iteration 25Q: 3 clusters Score -1.038475e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -10385039.000000 Penalty: 5612.330078
	Iteration 26Q: 3 clusters Score -1.038504e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67029 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -10385362.000000 Penalty: 5612.330078
	Iteration 27Q: 3 clusters Score -1.038536e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -10385674.000000 Penalty: 5612.330078
	Iteration 28Q: 3 clusters Score -1.038567e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69068 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -10385992.000000 Penalty: 5612.330078
	Iteration 29Q: 3 clusters Score -1.038599e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -10386311.000000 Penalty: 5612.330078
	Iteration 30Q: 3 clusters Score -1.038631e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70941 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -10386607.000000 Penalty: 5612.330078
	Iteration 31Q: 3 clusters Score -1.038661e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -10386891.000000 Penalty: 5612.330078
	Iteration 32Q: 3 clusters Score -1.038689e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72594 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -10387118.000000 Penalty: 5612.330078
	Iteration 33Q: 3 clusters Score -1.038712e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73358 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -10387325.000000 Penalty: 5612.330078
	Iteration 34Q: 3 clusters Score -1.038732e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -10387544.000000 Penalty: 5612.330078
	Iteration 35Q: 3 clusters Score -1.038754e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -10387684.000000 Penalty: 5612.330078
	Iteration 36Q: 3 clusters Score -1.038768e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75193 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -10387830.000000 Penalty: 5612.330078
	Iteration 37Q: 3 clusters Score -1.038783e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75687 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -10387973.000000 Penalty: 5612.330078
	Iteration 38Q: 3 clusters Score -1.038797e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -10388113.000000 Penalty: 5612.330078
	Iteration 39Q: 3 clusters Score -1.038811e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -10388190.000000 Penalty: 5612.330078
	Iteration 40F: 3 clusters Score -1.038819e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76792 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -10388248.000000 Penalty: 5612.330078
	Iteration 41Q: 3 clusters Score -1.038825e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -10388315.000000 Penalty: 5612.330078
	Iteration 42Q: 3 clusters Score -1.038832e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77375 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -10388375.000000 Penalty: 5612.330078
	Iteration 43Q: 3 clusters Score -1.038838e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77623 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -10388456.000000 Penalty: 5612.330078
	Iteration 44Q: 3 clusters Score -1.038846e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77860 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -10388504.000000 Penalty: 5612.330078
	Iteration 45Q: 3 clusters Score -1.03885e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78075 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -10388548.000000 Penalty: 5612.330078
	Iteration 46Q: 3 clusters Score -1.038855e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78242 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -10388576.000000 Penalty: 5612.330078
	Iteration 47Q: 3 clusters Score -1.038858e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78379 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -10388612.000000 Penalty: 5612.330078
	Iteration 48Q: 3 clusters Score -1.038861e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78493 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -10388635.000000 Penalty: 5612.330078
	Iteration 49Q: 3 clusters Score -1.038864e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78596 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -10388672.000000 Penalty: 5612.330078
	Iteration 50Q: 3 clusters Score -1.038867e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78685 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -10388706.000000 Penalty: 5612.330078
	Iteration 51Q: 3 clusters Score -1.038871e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78767 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -10388714.000000 Penalty: 5612.330078
	Iteration 52Q: 3 clusters Score -1.038871e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -10388710.000000 Penalty: 5612.330078
	Iteration 53Q: 3 clusters Score -1.038871e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -10388734.000000 Penalty: 5612.330078
	Iteration 54Q: 3 clusters Score -1.038873e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -10388752.000000 Penalty: 5612.330078
	Iteration 55Q: 3 clusters Score -1.038875e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -10388778.000000 Penalty: 5612.330078
	Iteration 56Q: 3 clusters Score -1.038878e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79159 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -10388794.000000 Penalty: 5612.330078
	Iteration 57Q: 3 clusters Score -1.038879e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79228 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -10388793.000000 Penalty: 5612.330078
	Iteration 58Q: 3 clusters Score -1.038879e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -10388802.000000 Penalty: 5612.330078
	Iteration 59Q: 3 clusters Score -1.03888e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79361 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -10388836.000000 Penalty: 5612.330078
	Iteration 60F: 3 clusters Score -1.038884e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79409 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -10388852.000000 Penalty: 5612.330078
	Iteration 61Q: 3 clusters Score -1.038885e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -10388863.000000 Penalty: 5612.330078
	Iteration 62Q: 3 clusters Score -1.038886e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79492 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -10388868.000000 Penalty: 5612.330078
	Iteration 63Q: 3 clusters Score -1.038887e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -10388891.000000 Penalty: 5612.330078
	Iteration 64Q: 3 clusters Score -1.038889e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -10388878.000000 Penalty: 5612.330078
	Iteration 65Q: 3 clusters Score -1.038888e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79578 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -10388881.000000 Penalty: 5612.330078
	Iteration 66Q: 3 clusters Score -1.038888e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -10388898.000000 Penalty: 5612.330078
	Iteration 67Q: 3 clusters Score -1.03889e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79628 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -10388894.000000 Penalty: 5612.330078
	Iteration 68Q: 3 clusters Score -1.038889e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79648 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -10388883.000000 Penalty: 5612.330078
	Iteration 69Q: 3 clusters Score -1.038888e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -10388902.000000 Penalty: 5612.330078
	Iteration 70Q: 3 clusters Score -1.03889e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -10388901.000000 Penalty: 5612.330078
	Iteration 71Q: 3 clusters Score -1.03889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -10388904.000000 Penalty: 5612.330078
	Iteration 72Q: 3 clusters Score -1.03889e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -10388907.000000 Penalty: 5612.330078
	Iteration 73Q: 3 clusters Score -1.038891e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79721 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -10388918.000000 Penalty: 5612.330078
	Iteration 74Q: 3 clusters Score -1.038892e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -10388937.000000 Penalty: 5612.330078
	Iteration 75Q: 3 clusters Score -1.038894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79754 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -10388942.000000 Penalty: 5612.330078
	Iteration 76Q: 3 clusters Score -1.038894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -10388944.000000 Penalty: 5612.330078
	Iteration 77Q: 3 clusters Score -1.038894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79775 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -10388945.000000 Penalty: 5612.330078
	Iteration 78Q: 3 clusters Score -1.038894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79795 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -10388939.000000 Penalty: 5612.330078
	Iteration 79Q: 3 clusters Score -1.038894e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -10388937.000000 Penalty: 5612.330078
	Iteration 80F: 3 clusters Score -1.038894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79823 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -10388935.000000 Penalty: 5612.330078
	Iteration 81Q: 3 clusters Score -1.038894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -10388943.000000 Penalty: 5612.330078
	Iteration 82Q: 3 clusters Score -1.038894e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -10388950.000000 Penalty: 5612.330078
	Iteration 83Q: 3 clusters Score -1.038895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79861 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -10388960.000000 Penalty: 5612.330078
	Iteration 84Q: 3 clusters Score -1.038896e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79878 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -10388949.000000 Penalty: 5612.330078
	Iteration 85Q: 3 clusters Score -1.038895e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -10388970.000000 Penalty: 5612.330078
	Iteration 86Q: 3 clusters Score -1.038897e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -10388984.000000 Penalty: 5612.330078
	Iteration 87Q: 3 clusters Score -1.038898e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -10388983.000000 Penalty: 5612.330078
	Iteration 88Q: 3 clusters Score -1.038898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79957 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -10388979.000000 Penalty: 5612.330078
	Iteration 89Q: 3 clusters Score -1.038898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -10388996.000000 Penalty: 5612.330078
	Iteration 90Q: 3 clusters Score -1.0389e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -10388999.000000 Penalty: 5612.330078
	Iteration 91Q: 3 clusters Score -1.0389e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80021 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -10388994.000000 Penalty: 5612.330078
	Iteration 92Q: 3 clusters Score -1.038899e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80044 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -10388998.000000 Penalty: 5612.330078
	Iteration 93Q: 3 clusters Score -1.0389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80055 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -10388995.000000 Penalty: 5612.330078
	Iteration 94Q: 3 clusters Score -1.0389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80068 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -10389008.000000 Penalty: 5612.330078
	Iteration 95Q: 3 clusters Score -1.038901e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -10389022.000000 Penalty: 5612.330078
	Iteration 96Q: 3 clusters Score -1.038902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80103 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -10389019.000000 Penalty: 5612.330078
	Iteration 97Q: 3 clusters Score -1.038902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80107 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -10389029.000000 Penalty: 5612.330078
	Iteration 98Q: 3 clusters Score -1.038903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -10389024.000000 Penalty: 5612.330078
	Iteration 99Q: 3 clusters Score -1.038902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -10389025.000000 Penalty: 5612.330078
	Iteration 100F: 3 clusters Score -1.038902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -10389027.000000 Penalty: 5612.330078
	Iteration 101Q: 3 clusters Score -1.038903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -10389030.000000 Penalty: 5612.330078
	Iteration 102Q: 3 clusters Score -1.038903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -10389028.000000 Penalty: 5612.330078
	Iteration 103Q: 3 clusters Score -1.038903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -10389028.000000 Penalty: 5612.330078
	Iteration 104F: 3 clusters Score -1.038903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87829 members 
Entering Unmasked Estep 
Score: -11283892.000000 Penalty: 2823.020508
	Iteration 0F: 2 clusters Score -1.128389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -11225012.000000 Penalty: 5646.041016
	Iteration 0F: 3 clusters Score -1.122501e+07 nChanged 41640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -11248647.000000 Penalty: 5646.041016
	Iteration 1F: 3 clusters Score -1.124865e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -11249481.000000 Penalty: 5646.041016
	Iteration 2Q: 3 clusters Score -1.124948e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -11250580.000000 Penalty: 5646.041016
	Iteration 3Q: 3 clusters Score -1.125058e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -11251887.000000 Penalty: 5646.041016
	Iteration 4Q: 3 clusters Score -1.125189e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -11253846.000000 Penalty: 5646.041016
	Iteration 5Q: 3 clusters Score -1.125385e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -11256512.000000 Penalty: 5646.041016
	Iteration 6F: 3 clusters Score -1.125651e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -11259990.000000 Penalty: 5646.041016
	Iteration 7F: 3 clusters Score -1.125999e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -11264026.000000 Penalty: 5646.041016
	Iteration 8F: 3 clusters Score -1.126403e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -11267748.000000 Penalty: 5646.041016
	Iteration 9F: 3 clusters Score -1.126775e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -11270339.000000 Penalty: 5646.041016
	Iteration 10F: 3 clusters Score -1.127034e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -11271507.000000 Penalty: 5646.041016
	Iteration 11Q: 3 clusters Score -1.127151e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -11272033.000000 Penalty: 5646.041016
	Iteration 12Q: 3 clusters Score -1.127203e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -11272419.000000 Penalty: 5646.041016
	Iteration 13Q: 3 clusters Score -1.127242e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -11272708.000000 Penalty: 5646.041016
	Iteration 14Q: 3 clusters Score -1.127271e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -11272856.000000 Penalty: 5646.041016
	Iteration 15Q: 3 clusters Score -1.127286e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -11272984.000000 Penalty: 5646.041016
	Iteration 16Q: 3 clusters Score -1.127298e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -11273152.000000 Penalty: 5646.041016
	Iteration 17Q: 3 clusters Score -1.127315e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -11273267.000000 Penalty: 5646.041016
	Iteration 18Q: 3 clusters Score -1.127327e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -11273423.000000 Penalty: 5646.041016
	Iteration 19Q: 3 clusters Score -1.127342e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -11273575.000000 Penalty: 5646.041016
	Iteration 20F: 3 clusters Score -1.127358e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -11273675.000000 Penalty: 5646.041016
	Iteration 21Q: 3 clusters Score -1.127368e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -11273752.000000 Penalty: 5646.041016
	Iteration 22Q: 3 clusters Score -1.127375e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -11273835.000000 Penalty: 5646.041016
	Iteration 23Q: 3 clusters Score -1.127384e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -11273901.000000 Penalty: 5646.041016
	Iteration 24Q: 3 clusters Score -1.12739e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -11274003.000000 Penalty: 5646.041016
	Iteration 25Q: 3 clusters Score -1.1274e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -11274086.000000 Penalty: 5646.041016
	Iteration 26Q: 3 clusters Score -1.127409e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -11274170.000000 Penalty: 5646.041016
	Iteration 27Q: 3 clusters Score -1.127417e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -11274291.000000 Penalty: 5646.041016
	Iteration 28Q: 3 clusters Score -1.127429e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -11274441.000000 Penalty: 5646.041016
	Iteration 29Q: 3 clusters Score -1.127444e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -11274518.000000 Penalty: 5646.041016
	Iteration 30Q: 3 clusters Score -1.127452e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -11274625.000000 Penalty: 5646.041016
	Iteration 31Q: 3 clusters Score -1.127462e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -11274733.000000 Penalty: 5646.041016
	Iteration 32Q: 3 clusters Score -1.127473e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -11274882.000000 Penalty: 5646.041016
	Iteration 33Q: 3 clusters Score -1.127488e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -11275053.000000 Penalty: 5646.041016
	Iteration 34Q: 3 clusters Score -1.127505e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 61464 members 
Entering Unmasked Estep 
Score: -11275202.000000 Penalty: 5646.041016
	Iteration 35Q: 3 clusters Score -1.12752e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 62222 members 
Entering Unmasked Estep 
Score: -11275355.000000 Penalty: 5646.041016
	Iteration 36Q: 3 clusters Score -1.127536e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -11275501.000000 Penalty: 5646.041016
	Iteration 37Q: 3 clusters Score -1.12755e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -11275629.000000 Penalty: 5646.041016
	Iteration 38Q: 3 clusters Score -1.127563e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -11275820.000000 Penalty: 5646.041016
	Iteration 39Q: 3 clusters Score -1.127582e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -11276021.000000 Penalty: 5646.041016
	Iteration 40F: 3 clusters Score -1.127602e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -11276183.000000 Penalty: 5646.041016
	Iteration 41Q: 3 clusters Score -1.127618e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -11276416.000000 Penalty: 5646.041016
	Iteration 42Q: 3 clusters Score -1.127642e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -11276624.000000 Penalty: 5646.041016
	Iteration 43Q: 3 clusters Score -1.127662e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -11276799.000000 Penalty: 5646.041016
	Iteration 44Q: 3 clusters Score -1.12768e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -11277090.000000 Penalty: 5646.041016
	Iteration 45Q: 3 clusters Score -1.127709e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 70874 members 
Entering Unmasked Estep 
Score: -11277331.000000 Penalty: 5646.041016
	Iteration 46Q: 3 clusters Score -1.127733e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 71807 members 
Entering Unmasked Estep 
Score: -11277605.000000 Penalty: 5646.041016
	Iteration 47Q: 3 clusters Score -1.12776e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 72747 members 
Entering Unmasked Estep 
Score: -11277874.000000 Penalty: 5646.041016
	Iteration 48Q: 3 clusters Score -1.127787e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 73707 members 
Entering Unmasked Estep 
Score: -11278141.000000 Penalty: 5646.041016
	Iteration 49Q: 3 clusters Score -1.127814e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -11278429.000000 Penalty: 5646.041016
	Iteration 50Q: 3 clusters Score -1.127843e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 75512 members 
Entering Unmasked Estep 
Score: -11278639.000000 Penalty: 5646.041016
	Iteration 51Q: 3 clusters Score -1.127864e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -11278944.000000 Penalty: 5646.041016
	Iteration 52Q: 3 clusters Score -1.127894e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 77216 members 
Entering Unmasked Estep 
Score: -11279184.000000 Penalty: 5646.041016
	Iteration 53Q: 3 clusters Score -1.127918e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 77982 members 
Entering Unmasked Estep 
Score: -11279392.000000 Penalty: 5646.041016
	Iteration 54Q: 3 clusters Score -1.127939e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 78715 members 
Entering Unmasked Estep 
Score: -11279633.000000 Penalty: 5646.041016
	Iteration 55Q: 3 clusters Score -1.127963e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -11279834.000000 Penalty: 5646.041016
	Iteration 56Q: 3 clusters Score -1.127983e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 80075 members 
Entering Unmasked Estep 
Score: -11279972.000000 Penalty: 5646.041016
	Iteration 57Q: 3 clusters Score -1.127997e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 80706 members 
Entering Unmasked Estep 
Score: -11280224.000000 Penalty: 5646.041016
	Iteration 58Q: 3 clusters Score -1.128022e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
Score: -11280410.000000 Penalty: 5646.041016
	Iteration 59Q: 3 clusters Score -1.128041e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 81863 members 
Entering Unmasked Estep 
Score: -11280594.000000 Penalty: 5646.041016
	Iteration 60F: 3 clusters Score -1.128059e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -11280830.000000 Penalty: 5646.041016
	Iteration 61Q: 3 clusters Score -1.128083e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 82859 members 
Entering Unmasked Estep 
Score: -11280983.000000 Penalty: 5646.041016
	Iteration 62Q: 3 clusters Score -1.128098e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 83287 members 
Entering Unmasked Estep 
Score: -11281151.000000 Penalty: 5646.041016
	Iteration 63Q: 3 clusters Score -1.128115e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 83659 members 
Entering Unmasked Estep 
Score: -11281219.000000 Penalty: 5646.041016
	Iteration 64Q: 3 clusters Score -1.128122e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 83994 members 
Entering Unmasked Estep 
Score: -11281356.000000 Penalty: 5646.041016
	Iteration 65Q: 3 clusters Score -1.128136e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 84296 members 
Entering Unmasked Estep 
Score: -11281443.000000 Penalty: 5646.041016
	Iteration 66Q: 3 clusters Score -1.128144e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 84553 members 
Entering Unmasked Estep 
Score: -11281496.000000 Penalty: 5646.041016
	Iteration 67Q: 3 clusters Score -1.12815e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 84803 members 
Entering Unmasked Estep 
Score: -11281567.000000 Penalty: 5646.041016
	Iteration 68Q: 3 clusters Score -1.128157e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 85031 members 
Entering Unmasked Estep 
Score: -11281639.000000 Penalty: 5646.041016
	Iteration 69Q: 3 clusters Score -1.128164e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 85224 members 
Entering Unmasked Estep 
Score: -11281714.000000 Penalty: 5646.041016
	Iteration 70Q: 3 clusters Score -1.128171e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 85379 members 
Entering Unmasked Estep 
Score: -11281779.000000 Penalty: 5646.041016
	Iteration 71Q: 3 clusters Score -1.128178e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 85511 members 
Entering Unmasked Estep 
Score: -11281822.000000 Penalty: 5646.041016
	Iteration 72Q: 3 clusters Score -1.128182e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 85605 members 
Entering Unmasked Estep 
Score: -11281858.000000 Penalty: 5646.041016
	Iteration 73Q: 3 clusters Score -1.128186e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
Score: -11281885.000000 Penalty: 5646.041016
	Iteration 74Q: 3 clusters Score -1.128188e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 85767 members 
Entering Unmasked Estep 
Score: -11281919.000000 Penalty: 5646.041016
	Iteration 75Q: 3 clusters Score -1.128192e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 85831 members 
Entering Unmasked Estep 
Score: -11281944.000000 Penalty: 5646.041016
	Iteration 76Q: 3 clusters Score -1.128194e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 85881 members 
Entering Unmasked Estep 
Score: -11281933.000000 Penalty: 5646.041016
	Iteration 77Q: 3 clusters Score -1.128193e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 85928 members 
Entering Unmasked Estep 
Score: -11281940.000000 Penalty: 5646.041016
	Iteration 78Q: 3 clusters Score -1.128194e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -11281948.000000 Penalty: 5646.041016
	Iteration 79Q: 3 clusters Score -1.128195e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 85996 members 
Entering Unmasked Estep 
Score: -11281950.000000 Penalty: 5646.041016
	Iteration 80F: 3 clusters Score -1.128195e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 86026 members 
Entering Unmasked Estep 
Score: -11281959.000000 Penalty: 5646.041016
	Iteration 81Q: 3 clusters Score -1.128196e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 86054 members 
Entering Unmasked Estep 
Score: -11281954.000000 Penalty: 5646.041016
	Iteration 82Q: 3 clusters Score -1.128195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -11281962.000000 Penalty: 5646.041016
	Iteration 83Q: 3 clusters Score -1.128196e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 86101 members 
Entering Unmasked Estep 
Score: -11281970.000000 Penalty: 5646.041016
	Iteration 84Q: 3 clusters Score -1.128197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 86121 members 
Entering Unmasked Estep 
Score: -11281963.000000 Penalty: 5646.041016
	Iteration 85Q: 3 clusters Score -1.128196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 86140 members 
Entering Unmasked Estep 
Score: -11281984.000000 Penalty: 5646.041016
	Iteration 86Q: 3 clusters Score -1.128198e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 86157 members 
Entering Unmasked Estep 
Score: -11281989.000000 Penalty: 5646.041016
	Iteration 87Q: 3 clusters Score -1.128199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 86174 members 
Entering Unmasked Estep 
Score: -11281999.000000 Penalty: 5646.041016
	Iteration 88Q: 3 clusters Score -1.1282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 86182 members 
Entering Unmasked Estep 
Score: -11282001.000000 Penalty: 5646.041016
	Iteration 89Q: 3 clusters Score -1.1282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 86191 members 
Entering Unmasked Estep 
Score: -11282001.000000 Penalty: 5646.041016
	Iteration 90Q: 3 clusters Score -1.1282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -11282008.000000 Penalty: 5646.041016
	Iteration 91Q: 3 clusters Score -1.128201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 86209 members 
Entering Unmasked Estep 
Score: -11282001.000000 Penalty: 5646.041016
	Iteration 92Q: 3 clusters Score -1.1282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 86224 members 
Entering Unmasked Estep 
Score: -11282012.000000 Penalty: 5646.041016
	Iteration 93Q: 3 clusters Score -1.128201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 86241 members 
Entering Unmasked Estep 
Score: -11282013.000000 Penalty: 5646.041016
	Iteration 94Q: 3 clusters Score -1.128201e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 86255 members 
Entering Unmasked Estep 
Score: -11282014.000000 Penalty: 5646.041016
	Iteration 95Q: 3 clusters Score -1.128201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 86276 members 
Entering Unmasked Estep 
Score: -11282030.000000 Penalty: 5646.041016
	Iteration 96Q: 3 clusters Score -1.128203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 86293 members 
Entering Unmasked Estep 
Score: -11282043.000000 Penalty: 5646.041016
	Iteration 97Q: 3 clusters Score -1.128204e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 86318 members 
Entering Unmasked Estep 
Score: -11282040.000000 Penalty: 5646.041016
	Iteration 98Q: 3 clusters Score -1.128204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 86327 members 
Entering Unmasked Estep 
Score: -11282050.000000 Penalty: 5646.041016
	Iteration 99Q: 3 clusters Score -1.128205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 86338 members 
Entering Unmasked Estep 
Score: -11282035.000000 Penalty: 5646.041016
	Iteration 100F: 3 clusters Score -1.128204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 86345 members 
Entering Unmasked Estep 
Score: -11282035.000000 Penalty: 5646.041016
	Iteration 101Q: 3 clusters Score -1.128204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 86352 members 
Entering Unmasked Estep 
Score: -11282027.000000 Penalty: 5646.041016
	Iteration 102Q: 3 clusters Score -1.128203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 86363 members 
Entering Unmasked Estep 
Score: -11282041.000000 Penalty: 5646.041016
	Iteration 103Q: 3 clusters Score -1.128204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 86374 members 
Entering Unmasked Estep 
Score: -11282032.000000 Penalty: 5646.041016
	Iteration 104Q: 3 clusters Score -1.128203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 86386 members 
Entering Unmasked Estep 
Score: -11282053.000000 Penalty: 5646.041016
	Iteration 105Q: 3 clusters Score -1.128205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 86399 members 
Entering Unmasked Estep 
Score: -11282049.000000 Penalty: 5646.041016
	Iteration 106Q: 3 clusters Score -1.128205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 86407 members 
Entering Unmasked Estep 
Score: -11282061.000000 Penalty: 5646.041016
	Iteration 107Q: 3 clusters Score -1.128206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -11282072.000000 Penalty: 5646.041016
	Iteration 108Q: 3 clusters Score -1.128207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 86422 members 
Entering Unmasked Estep 
Score: -11282069.000000 Penalty: 5646.041016
	Iteration 109Q: 3 clusters Score -1.128207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -11282069.000000 Penalty: 5646.041016
	Iteration 110Q: 3 clusters Score -1.128207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 86438 members 
Entering Unmasked Estep 
Score: -11282075.000000 Penalty: 5646.041016
	Iteration 111Q: 3 clusters Score -1.128208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 86448 members 
Entering Unmasked Estep 
Score: -11282075.000000 Penalty: 5646.041016
	Iteration 112Q: 3 clusters Score -1.128208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 86458 members 
Entering Unmasked Estep 
Score: -11282081.000000 Penalty: 5646.041016
	Iteration 113Q: 3 clusters Score -1.128208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -11282074.000000 Penalty: 5646.041016
	Iteration 114Q: 3 clusters Score -1.128207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 86472 members 
Entering Unmasked Estep 
Score: -11282074.000000 Penalty: 5646.041016
	Iteration 115Q: 3 clusters Score -1.128207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -11282082.000000 Penalty: 5646.041016
	Iteration 116Q: 3 clusters Score -1.128208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 86486 members 
Entering Unmasked Estep 
Score: -11282086.000000 Penalty: 5646.041016
	Iteration 117Q: 3 clusters Score -1.128209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 86494 members 
Entering Unmasked Estep 
Score: -11282084.000000 Penalty: 5646.041016
	Iteration 118Q: 3 clusters Score -1.128208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 86506 members 
Entering Unmasked Estep 
Score: -11282101.000000 Penalty: 5646.041016
	Iteration 119Q: 3 clusters Score -1.12821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 86517 members 
Entering Unmasked Estep 
Score: -11282099.000000 Penalty: 5646.041016
	Iteration 120F: 3 clusters Score -1.12821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 86525 members 
Entering Unmasked Estep 
Score: -11282110.000000 Penalty: 5646.041016
	Iteration 121Q: 3 clusters Score -1.128211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 86531 members 
Entering Unmasked Estep 
Score: -11282108.000000 Penalty: 5646.041016
	Iteration 122Q: 3 clusters Score -1.128211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 86534 members 
Entering Unmasked Estep 
Score: -11282116.000000 Penalty: 5646.041016
	Iteration 123Q: 3 clusters Score -1.128212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 86537 members 
Entering Unmasked Estep 
Score: -11282123.000000 Penalty: 5646.041016
	Iteration 124Q: 3 clusters Score -1.128212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -11282123.000000 Penalty: 5646.041016
	Iteration 125Q: 3 clusters Score -1.128212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -11282121.000000 Penalty: 5646.041016
	Iteration 126Q: 3 clusters Score -1.128212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -11282121.000000 Penalty: 5646.041016
	Iteration 127F: 3 clusters Score -1.128212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (166318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166318 members 
Entering Unmasked Estep 
Score: -21170378.000000 Penalty: 2981.370850
	Iteration 0F: 2 clusters Score -2.117038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83320 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -21062162.000000 Penalty: 5962.741699
	Iteration 0F: 3 clusters Score -2.106216e+07 nChanged 79636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85778 members 
Mstep: Class 2 contains 80540 members 
Entering Unmasked Estep 
Score: -21108400.000000 Penalty: 5962.741699
	Iteration 1F: 3 clusters Score -2.11084e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87764 members 
Mstep: Class 2 contains 78554 members 
Entering Unmasked Estep 
Score: -21110122.000000 Penalty: 5962.741699
	Iteration 2Q: 3 clusters Score -2.111012e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90995 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -21112826.000000 Penalty: 5962.741699
	Iteration 3Q: 3 clusters Score -2.111283e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 70300 members 
Entering Unmasked Estep 
Score: -21117194.000000 Penalty: 5962.741699
	Iteration 4F: 3 clusters Score -2.111719e+07 nChanged 10990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103346 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -21124520.000000 Penalty: 5962.741699
	Iteration 5F: 3 clusters Score -2.112452e+07 nChanged 12776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112278 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -21135256.000000 Penalty: 5962.741699
	Iteration 6F: 3 clusters Score -2.113526e+07 nChanged 12716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120746 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -21147032.000000 Penalty: 5962.741699
	Iteration 7F: 3 clusters Score -2.114703e+07 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126373 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -21154950.000000 Penalty: 5962.741699
	Iteration 8F: 3 clusters Score -2.115495e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129828 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -21157976.000000 Penalty: 5962.741699
	Iteration 9Q: 3 clusters Score -2.115798e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132526 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -21159546.000000 Penalty: 5962.741699
	Iteration 10Q: 3 clusters Score -2.115955e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134996 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -21160688.000000 Penalty: 5962.741699
	Iteration 11Q: 3 clusters Score -2.116069e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137360 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -21161542.000000 Penalty: 5962.741699
	Iteration 12Q: 3 clusters Score -2.116154e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139501 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -21162348.000000 Penalty: 5962.741699
	Iteration 13Q: 3 clusters Score -2.116235e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141542 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -21163162.000000 Penalty: 5962.741699
	Iteration 14Q: 3 clusters Score -2.116316e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143465 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -21164094.000000 Penalty: 5962.741699
	Iteration 15Q: 3 clusters Score -2.116409e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145296 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -21164818.000000 Penalty: 5962.741699
	Iteration 16Q: 3 clusters Score -2.116482e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147193 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -21165634.000000 Penalty: 5962.741699
	Iteration 17Q: 3 clusters Score -2.116563e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149125 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -21166322.000000 Penalty: 5962.741699
	Iteration 18Q: 3 clusters Score -2.116632e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150990 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -21166910.000000 Penalty: 5962.741699
	Iteration 19Q: 3 clusters Score -2.116691e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152809 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -21167326.000000 Penalty: 5962.741699
	Iteration 20F: 3 clusters Score -2.116733e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154492 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -21167794.000000 Penalty: 5962.741699
	Iteration 21Q: 3 clusters Score -2.116779e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156007 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -21168032.000000 Penalty: 5962.741699
	Iteration 22Q: 3 clusters Score -2.116803e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157380 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -21168264.000000 Penalty: 5962.741699
	Iteration 23Q: 3 clusters Score -2.116826e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158590 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -21168504.000000 Penalty: 5962.741699
	Iteration 24Q: 3 clusters Score -2.11685e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159688 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -21168742.000000 Penalty: 5962.741699
	Iteration 25Q: 3 clusters Score -2.116874e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160633 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -21168870.000000 Penalty: 5962.741699
	Iteration 26Q: 3 clusters Score -2.116887e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161405 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -21169012.000000 Penalty: 5962.741699
	Iteration 27Q: 3 clusters Score -2.116901e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162075 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -21169060.000000 Penalty: 5962.741699
	Iteration 28Q: 3 clusters Score -2.116906e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162612 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -21169044.000000 Penalty: 5962.741699
	Iteration 29Q: 3 clusters Score -2.116904e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163046 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -21169066.000000 Penalty: 5962.741699
	Iteration 30Q: 3 clusters Score -2.116907e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163399 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -21169012.000000 Penalty: 5962.741699
	Iteration 31Q: 3 clusters Score -2.116901e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163655 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -21169060.000000 Penalty: 5962.741699
	Iteration 32Q: 3 clusters Score -2.116906e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163875 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -21169016.000000 Penalty: 5962.741699
	Iteration 33Q: 3 clusters Score -2.116902e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164063 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -21168982.000000 Penalty: 5962.741699
	Iteration 34Q: 3 clusters Score -2.116898e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164206 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -21168958.000000 Penalty: 5962.741699
	Iteration 35Q: 3 clusters Score -2.116896e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164349 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -21168984.000000 Penalty: 5962.741699
	Iteration 36Q: 3 clusters Score -2.116898e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164462 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -21168960.000000 Penalty: 5962.741699
	Iteration 37Q: 3 clusters Score -2.116896e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164524 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -21168922.000000 Penalty: 5962.741699
	Iteration 38Q: 3 clusters Score -2.116892e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164578 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -21168888.000000 Penalty: 5962.741699
	Iteration 39Q: 3 clusters Score -2.116889e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164626 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -21168898.000000 Penalty: 5962.741699
	Iteration 40F: 3 clusters Score -2.11689e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164671 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -21168876.000000 Penalty: 5962.741699
	Iteration 41Q: 3 clusters Score -2.116888e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164703 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -21168858.000000 Penalty: 5962.741699
	Iteration 42Q: 3 clusters Score -2.116886e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164736 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -21168872.000000 Penalty: 5962.741699
	Iteration 43Q: 3 clusters Score -2.116887e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164770 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -21168880.000000 Penalty: 5962.741699
	Iteration 44Q: 3 clusters Score -2.116888e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164793 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -21168892.000000 Penalty: 5962.741699
	Iteration 45Q: 3 clusters Score -2.116889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164804 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -21168904.000000 Penalty: 5962.741699
	Iteration 46Q: 3 clusters Score -2.11689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164817 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -21168888.000000 Penalty: 5962.741699
	Iteration 47Q: 3 clusters Score -2.116889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164827 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -21168896.000000 Penalty: 5962.741699
	Iteration 48Q: 3 clusters Score -2.11689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164832 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -21168892.000000 Penalty: 5962.741699
	Iteration 49Q: 3 clusters Score -2.116889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164844 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -21168876.000000 Penalty: 5962.741699
	Iteration 50Q: 3 clusters Score -2.116888e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164857 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -21168888.000000 Penalty: 5962.741699
	Iteration 51Q: 3 clusters Score -2.116889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164867 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -21168868.000000 Penalty: 5962.741699
	Iteration 52Q: 3 clusters Score -2.116887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164874 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -21168868.000000 Penalty: 5962.741699
	Iteration 53Q: 3 clusters Score -2.116887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164882 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -21168876.000000 Penalty: 5962.741699
	Iteration 54Q: 3 clusters Score -2.116888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164886 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -21168862.000000 Penalty: 5962.741699
	Iteration 55Q: 3 clusters Score -2.116886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164888 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -21168870.000000 Penalty: 5962.741699
	Iteration 56Q: 3 clusters Score -2.116887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164892 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -21168864.000000 Penalty: 5962.741699
	Iteration 57Q: 3 clusters Score -2.116886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164894 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -21168860.000000 Penalty: 5962.741699
	Iteration 58Q: 3 clusters Score -2.116886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164896 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -21168862.000000 Penalty: 5962.741699
	Iteration 59Q: 3 clusters Score -2.116886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164898 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -21168864.000000 Penalty: 5962.741699
	Iteration 60F: 3 clusters Score -2.116886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164902 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -21168874.000000 Penalty: 5962.741699
	Iteration 61Q: 3 clusters Score -2.116887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164904 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -21168874.000000 Penalty: 5962.741699
	Iteration 62Q: 3 clusters Score -2.116887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164906 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -21168876.000000 Penalty: 5962.741699
	Iteration 63Q: 3 clusters Score -2.116888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164907 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -21168870.000000 Penalty: 5962.741699
	Iteration 64Q: 3 clusters Score -2.116887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164908 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -21168864.000000 Penalty: 5962.741699
	Iteration 65Q: 3 clusters Score -2.116886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164910 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -21168864.000000 Penalty: 5962.741699
	Iteration 66Q: 3 clusters Score -2.116886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164911 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -21168862.000000 Penalty: 5962.741699
	Iteration 67Q: 3 clusters Score -2.116886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164912 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -21168868.000000 Penalty: 5962.741699
	Iteration 68Q: 3 clusters Score -2.116887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164913 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -21168866.000000 Penalty: 5962.741699
	Iteration 69Q: 3 clusters Score -2.116887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164913 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -21168866.000000 Penalty: 5962.741699
	Iteration 70F: 3 clusters Score -2.116887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77537 members 
Entering Unmasked Estep 
Score: -10005897.000000 Penalty: 2792.110596
	Iteration 0F: 2 clusters Score -1.00059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -9954085.000000 Penalty: 5584.221191
	Iteration 0F: 3 clusters Score -9954085 nChanged 36250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -9974523.000000 Penalty: 5584.221191
	Iteration 1F: 3 clusters Score -9974523 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -9975221.000000 Penalty: 5584.221191
	Iteration 2Q: 3 clusters Score -9975221 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -9976112.000000 Penalty: 5584.221191
	Iteration 3Q: 3 clusters Score -9976112 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -9977377.000000 Penalty: 5584.221191
	Iteration 4Q: 3 clusters Score -9977377 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -9979144.000000 Penalty: 5584.221191
	Iteration 5Q: 3 clusters Score -9979144 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -9981773.000000 Penalty: 5584.221191
	Iteration 6F: 3 clusters Score -9981773 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -9985351.000000 Penalty: 5584.221191
	Iteration 7F: 3 clusters Score -9985351 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -9989616.000000 Penalty: 5584.221191
	Iteration 8F: 3 clusters Score -9989616 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -9993402.000000 Penalty: 5584.221191
	Iteration 9F: 3 clusters Score -9993402 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -9995489.000000 Penalty: 5584.221191
	Iteration 10Q: 3 clusters Score -9995489 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -9996485.000000 Penalty: 5584.221191
	Iteration 11Q: 3 clusters Score -9996485 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -9997082.000000 Penalty: 5584.221191
	Iteration 12Q: 3 clusters Score -9997082 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -9997521.000000 Penalty: 5584.221191
	Iteration 13Q: 3 clusters Score -9997521 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -9997874.000000 Penalty: 5584.221191
	Iteration 14Q: 3 clusters Score -9997874 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -9998197.000000 Penalty: 5584.221191
	Iteration 15Q: 3 clusters Score -9998197 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -9998467.000000 Penalty: 5584.221191
	Iteration 16Q: 3 clusters Score -9998467 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -9998746.000000 Penalty: 5584.221191
	Iteration 17Q: 3 clusters Score -9998746 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -9999025.000000 Penalty: 5584.221191
	Iteration 18Q: 3 clusters Score -9999025 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -9999211.000000 Penalty: 5584.221191
	Iteration 19Q: 3 clusters Score -9999211 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -9999431.000000 Penalty: 5584.221191
	Iteration 20F: 3 clusters Score -9999431 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -9999703.000000 Penalty: 5584.221191
	Iteration 21Q: 3 clusters Score -9999703 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -9999939.000000 Penalty: 5584.221191
	Iteration 22Q: 3 clusters Score -9999939 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62793 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -10000125.000000 Penalty: 5584.221191
	Iteration 23Q: 3 clusters Score -1.000012e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -10000296.000000 Penalty: 5584.221191
	Iteration 24Q: 3 clusters Score -1.00003e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -10000532.000000 Penalty: 5584.221191
	Iteration 25Q: 3 clusters Score -1.000053e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -10000821.000000 Penalty: 5584.221191
	Iteration 26Q: 3 clusters Score -1.000082e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65934 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -10001060.000000 Penalty: 5584.221191
	Iteration 27Q: 3 clusters Score -1.000106e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66685 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -10001184.000000 Penalty: 5584.221191
	Iteration 28Q: 3 clusters Score -1.000118e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -10001388.000000 Penalty: 5584.221191
	Iteration 29Q: 3 clusters Score -1.000139e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -10001585.000000 Penalty: 5584.221191
	Iteration 30Q: 3 clusters Score -1.000158e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -10001789.000000 Penalty: 5584.221191
	Iteration 31Q: 3 clusters Score -1.000179e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -10002014.000000 Penalty: 5584.221191
	Iteration 32Q: 3 clusters Score -1.000201e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -10002107.000000 Penalty: 5584.221191
	Iteration 33Q: 3 clusters Score -1.000211e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70396 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -10002262.000000 Penalty: 5584.221191
	Iteration 34Q: 3 clusters Score -1.000226e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -10002414.000000 Penalty: 5584.221191
	Iteration 35Q: 3 clusters Score -1.000241e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71283 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -10002533.000000 Penalty: 5584.221191
	Iteration 36Q: 3 clusters Score -1.000253e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -10002618.000000 Penalty: 5584.221191
	Iteration 37Q: 3 clusters Score -1.000262e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -10002709.000000 Penalty: 5584.221191
	Iteration 38Q: 3 clusters Score -1.000271e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72333 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -10002839.000000 Penalty: 5584.221191
	Iteration 39Q: 3 clusters Score -1.000284e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -10002905.000000 Penalty: 5584.221191
	Iteration 40F: 3 clusters Score -1.00029e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72900 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -10002965.000000 Penalty: 5584.221191
	Iteration 41Q: 3 clusters Score -1.000296e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -10003056.000000 Penalty: 5584.221191
	Iteration 42Q: 3 clusters Score -1.000306e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73393 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -10003103.000000 Penalty: 5584.221191
	Iteration 43Q: 3 clusters Score -1.00031e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -10003121.000000 Penalty: 5584.221191
	Iteration 44Q: 3 clusters Score -1.000312e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -10003145.000000 Penalty: 5584.221191
	Iteration 45Q: 3 clusters Score -1.000314e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73917 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -10003187.000000 Penalty: 5584.221191
	Iteration 46Q: 3 clusters Score -1.000319e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74076 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -10003248.000000 Penalty: 5584.221191
	Iteration 47Q: 3 clusters Score -1.000325e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -10003268.000000 Penalty: 5584.221191
	Iteration 48Q: 3 clusters Score -1.000327e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -10003295.000000 Penalty: 5584.221191
	Iteration 49Q: 3 clusters Score -1.00033e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74407 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -10003336.000000 Penalty: 5584.221191
	Iteration 50Q: 3 clusters Score -1.000334e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -10003353.000000 Penalty: 5584.221191
	Iteration 51Q: 3 clusters Score -1.000335e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74573 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -10003372.000000 Penalty: 5584.221191
	Iteration 52Q: 3 clusters Score -1.000337e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -10003396.000000 Penalty: 5584.221191
	Iteration 53Q: 3 clusters Score -1.00034e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74724 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -10003406.000000 Penalty: 5584.221191
	Iteration 54Q: 3 clusters Score -1.000341e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -10003412.000000 Penalty: 5584.221191
	Iteration 55Q: 3 clusters Score -1.000341e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -10003420.000000 Penalty: 5584.221191
	Iteration 56Q: 3 clusters Score -1.000342e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -10003441.000000 Penalty: 5584.221191
	Iteration 57Q: 3 clusters Score -1.000344e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74966 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -10003451.000000 Penalty: 5584.221191
	Iteration 58Q: 3 clusters Score -1.000345e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -10003469.000000 Penalty: 5584.221191
	Iteration 59Q: 3 clusters Score -1.000347e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75053 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -10003493.000000 Penalty: 5584.221191
	Iteration 60F: 3 clusters Score -1.000349e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75098 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -10003507.000000 Penalty: 5584.221191
	Iteration 61Q: 3 clusters Score -1.000351e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75139 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -10003520.000000 Penalty: 5584.221191
	Iteration 62Q: 3 clusters Score -1.000352e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -10003518.000000 Penalty: 5584.221191
	Iteration 63Q: 3 clusters Score -1.000352e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75208 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -10003524.000000 Penalty: 5584.221191
	Iteration 64Q: 3 clusters Score -1.000352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75236 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -10003521.000000 Penalty: 5584.221191
	Iteration 65Q: 3 clusters Score -1.000352e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75269 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -10003535.000000 Penalty: 5584.221191
	Iteration 66Q: 3 clusters Score -1.000354e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75299 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -10003535.000000 Penalty: 5584.221191
	Iteration 67Q: 3 clusters Score -1.000354e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75331 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -10003538.000000 Penalty: 5584.221191
	Iteration 68Q: 3 clusters Score -1.000354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -10003534.000000 Penalty: 5584.221191
	Iteration 69Q: 3 clusters Score -1.000353e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -10003551.000000 Penalty: 5584.221191
	Iteration 70Q: 3 clusters Score -1.000355e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75400 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -10003570.000000 Penalty: 5584.221191
	Iteration 71Q: 3 clusters Score -1.000357e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75424 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -10003586.000000 Penalty: 5584.221191
	Iteration 72Q: 3 clusters Score -1.000359e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75441 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -10003600.000000 Penalty: 5584.221191
	Iteration 73Q: 3 clusters Score -1.00036e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75470 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -10003620.000000 Penalty: 5584.221191
	Iteration 74Q: 3 clusters Score -1.000362e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -10003624.000000 Penalty: 5584.221191
	Iteration 75Q: 3 clusters Score -1.000362e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75525 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -10003637.000000 Penalty: 5584.221191
	Iteration 76Q: 3 clusters Score -1.000364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75548 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -10003630.000000 Penalty: 5584.221191
	Iteration 77Q: 3 clusters Score -1.000363e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -10003651.000000 Penalty: 5584.221191
	Iteration 78Q: 3 clusters Score -1.000365e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75597 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -10003665.000000 Penalty: 5584.221191
	Iteration 79Q: 3 clusters Score -1.000366e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75621 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -10003654.000000 Penalty: 5584.221191
	Iteration 80F: 3 clusters Score -1.000365e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75643 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -10003658.000000 Penalty: 5584.221191
	Iteration 81Q: 3 clusters Score -1.000366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75663 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -10003652.000000 Penalty: 5584.221191
	Iteration 82Q: 3 clusters Score -1.000365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -10003657.000000 Penalty: 5584.221191
	Iteration 83Q: 3 clusters Score -1.000366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75688 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -10003654.000000 Penalty: 5584.221191
	Iteration 84Q: 3 clusters Score -1.000365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -10003670.000000 Penalty: 5584.221191
	Iteration 85Q: 3 clusters Score -1.000367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75710 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -10003678.000000 Penalty: 5584.221191
	Iteration 86Q: 3 clusters Score -1.000368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75724 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -10003682.000000 Penalty: 5584.221191
	Iteration 87Q: 3 clusters Score -1.000368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75735 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -10003680.000000 Penalty: 5584.221191
	Iteration 88Q: 3 clusters Score -1.000368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75745 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -10003676.000000 Penalty: 5584.221191
	Iteration 89Q: 3 clusters Score -1.000368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -10003685.000000 Penalty: 5584.221191
	Iteration 90Q: 3 clusters Score -1.000368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -10003685.000000 Penalty: 5584.221191
	Iteration 91Q: 3 clusters Score -1.000368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75787 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -10003695.000000 Penalty: 5584.221191
	Iteration 92Q: 3 clusters Score -1.00037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -10003688.000000 Penalty: 5584.221191
	Iteration 93Q: 3 clusters Score -1.000369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75812 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -10003693.000000 Penalty: 5584.221191
	Iteration 94Q: 3 clusters Score -1.000369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -10003692.000000 Penalty: 5584.221191
	Iteration 95Q: 3 clusters Score -1.000369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75826 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -10003693.000000 Penalty: 5584.221191
	Iteration 96Q: 3 clusters Score -1.000369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75835 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -10003695.000000 Penalty: 5584.221191
	Iteration 97Q: 3 clusters Score -1.00037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -10003700.000000 Penalty: 5584.221191
	Iteration 98Q: 3 clusters Score -1.00037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -10003710.000000 Penalty: 5584.221191
	Iteration 99Q: 3 clusters Score -1.000371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75861 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -10003712.000000 Penalty: 5584.221191
	Iteration 100F: 3 clusters Score -1.000371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75867 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -10003712.000000 Penalty: 5584.221191
	Iteration 101Q: 3 clusters Score -1.000371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -10003710.000000 Penalty: 5584.221191
	Iteration 102Q: 3 clusters Score -1.000371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75873 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -10003716.000000 Penalty: 5584.221191
	Iteration 103Q: 3 clusters Score -1.000372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -10003707.000000 Penalty: 5584.221191
	Iteration 104Q: 3 clusters Score -1.000371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75875 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -10003713.000000 Penalty: 5584.221191
	Iteration 105Q: 3 clusters Score -1.000371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75875 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -10003713.000000 Penalty: 5584.221191
	Iteration 106F: 3 clusters Score -1.000371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Entering Unmasked Estep 
Score: -3783431.500000 Penalty: 2551.474854
	Iteration 0F: 2 clusters Score -3783432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3763258.750000 Penalty: 5102.949707
	Iteration 0F: 3 clusters Score -3763259 nChanged 13220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3770470.500000 Penalty: 5102.949707
	Iteration 1F: 3 clusters Score -3770470 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3770817.000000 Penalty: 5102.949707
	Iteration 2Q: 3 clusters Score -3770817 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3771059.000000 Penalty: 5102.949707
	Iteration 3Q: 3 clusters Score -3771059 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3771305.750000 Penalty: 5102.949707
	Iteration 4Q: 3 clusters Score -3771306 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3771544.000000 Penalty: 5102.949707
	Iteration 5Q: 3 clusters Score -3771544 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3771762.000000 Penalty: 5102.949707
	Iteration 6Q: 3 clusters Score -3771762 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3771998.750000 Penalty: 5102.949707
	Iteration 7Q: 3 clusters Score -3771999 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3772276.250000 Penalty: 5102.949707
	Iteration 8Q: 3 clusters Score -3772276 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3772650.250000 Penalty: 5102.949707
	Iteration 9Q: 3 clusters Score -3772650 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -3773232.500000 Penalty: 5102.949707
	Iteration 10Q: 3 clusters Score -3773232 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -3774190.750000 Penalty: 5102.949707
	Iteration 11F: 3 clusters Score -3774191 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3775607.500000 Penalty: 5102.949707
	Iteration 12F: 3 clusters Score -3775608 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3777310.750000 Penalty: 5102.949707
	Iteration 13F: 3 clusters Score -3777311 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3778917.250000 Penalty: 5102.949707
	Iteration 14F: 3 clusters Score -3778917 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3780021.500000 Penalty: 5102.949707
	Iteration 15Q: 3 clusters Score -3780022 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3780722.500000 Penalty: 5102.949707
	Iteration 16Q: 3 clusters Score -3780722 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3781052.750000 Penalty: 5102.949707
	Iteration 17Q: 3 clusters Score -3781053 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3781180.250000 Penalty: 5102.949707
	Iteration 18Q: 3 clusters Score -3781180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3781240.500000 Penalty: 5102.949707
	Iteration 19Q: 3 clusters Score -3781240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3781272.500000 Penalty: 5102.949707
	Iteration 20F: 3 clusters Score -3781272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3781292.750000 Penalty: 5102.949707
	Iteration 21Q: 3 clusters Score -3781293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3781308.750000 Penalty: 5102.949707
	Iteration 22Q: 3 clusters Score -3781309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3781322.000000 Penalty: 5102.949707
	Iteration 23Q: 3 clusters Score -3781322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3781332.250000 Penalty: 5102.949707
	Iteration 24Q: 3 clusters Score -3781332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3781340.000000 Penalty: 5102.949707
	Iteration 25Q: 3 clusters Score -3781340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3781347.000000 Penalty: 5102.949707
	Iteration 26Q: 3 clusters Score -3781347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3781352.000000 Penalty: 5102.949707
	Iteration 27Q: 3 clusters Score -3781352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3781354.000000 Penalty: 5102.949707
	Iteration 28Q: 3 clusters Score -3781354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3781353.250000 Penalty: 5102.949707
	Iteration 29Q: 3 clusters Score -3781353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3781353.250000 Penalty: 5102.949707
	Iteration 30F: 3 clusters Score -3781353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -198582.031250 Penalty: 1845.010742
	Iteration 0F: 2 clusters Score -198582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -196156.984375 Penalty: 3690.021484
	Iteration 0F: 3 clusters Score -196157 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -196536.312500 Penalty: 3690.021484
	Iteration 1F: 3 clusters Score -196536.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -196671.421875 Penalty: 3690.021484
	Iteration 2F: 3 clusters Score -196671.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -196752.875000 Penalty: 3690.021484
	Iteration 3Q: 3 clusters Score -196752.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -196796.828125 Penalty: 3690.021484
	Iteration 4Q: 3 clusters Score -196796.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -196823.703125 Penalty: 3690.021484
	Iteration 5Q: 3 clusters Score -196823.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -196872.218750 Penalty: 3690.021484
	Iteration 6Q: 3 clusters Score -196872.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -196920.890625 Penalty: 3690.021484
	Iteration 7Q: 3 clusters Score -196920.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -196981.734375 Penalty: 3690.021484
	Iteration 8Q: 3 clusters Score -196981.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -197056.421875 Penalty: 3690.021484
	Iteration 9Q: 3 clusters Score -197056.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -197146.046875 Penalty: 3690.021484
	Iteration 10Q: 3 clusters Score -197146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -197242.875000 Penalty: 3690.021484
	Iteration 11Q: 3 clusters Score -197242.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -197368.093750 Penalty: 3690.021484
	Iteration 12Q: 3 clusters Score -197368.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -197522.515625 Penalty: 3690.021484
	Iteration 13F: 3 clusters Score -197522.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -197680.218750 Penalty: 3690.021484
	Iteration 14Q: 3 clusters Score -197680.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -197793.890625 Penalty: 3690.021484
	Iteration 15Q: 3 clusters Score -197793.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -197859.109375 Penalty: 3690.021484
	Iteration 16Q: 3 clusters Score -197859.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -197901.218750 Penalty: 3690.021484
	Iteration 17Q: 3 clusters Score -197901.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -197922.750000 Penalty: 3690.021484
	Iteration 18Q: 3 clusters Score -197922.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -197935.468750 Penalty: 3690.021484
	Iteration 19Q: 3 clusters Score -197935.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -197943.750000 Penalty: 3690.021484
	Iteration 20F: 3 clusters Score -197943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -197948.250000 Penalty: 3690.021484
	Iteration 21Q: 3 clusters Score -197948.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -197949.187500 Penalty: 3690.021484
	Iteration 22Q: 3 clusters Score -197949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -197949.187500 Penalty: 3690.021484
	Iteration 23F: 3 clusters Score -197949.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Entering Unmasked Estep 
Score: -949812.687500 Penalty: 2221.207031
	Iteration 0F: 2 clusters Score -949812.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -943539.812500 Penalty: 4442.414062
	Iteration 0F: 3 clusters Score -943539.8 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -945251.875000 Penalty: 4442.414062
	Iteration 1F: 3 clusters Score -945251.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -945501.375000 Penalty: 4442.414062
	Iteration 2F: 3 clusters Score -945501.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -945686.750000 Penalty: 4442.414062
	Iteration 3Q: 3 clusters Score -945686.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -945832.562500 Penalty: 4442.414062
	Iteration 4Q: 3 clusters Score -945832.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -945954.750000 Penalty: 4442.414062
	Iteration 5Q: 3 clusters Score -945954.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -946080.562500 Penalty: 4442.414062
	Iteration 6Q: 3 clusters Score -946080.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -946192.250000 Penalty: 4442.414062
	Iteration 7Q: 3 clusters Score -946192.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -946328.062500 Penalty: 4442.414062
	Iteration 8Q: 3 clusters Score -946328.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -946452.687500 Penalty: 4442.414062
	Iteration 9Q: 3 clusters Score -946452.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -946586.000000 Penalty: 4442.414062
	Iteration 10Q: 3 clusters Score -946586 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -946750.437500 Penalty: 4442.414062
	Iteration 11Q: 3 clusters Score -946750.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -946943.625000 Penalty: 4442.414062
	Iteration 12Q: 3 clusters Score -946943.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -947119.312500 Penalty: 4442.414062
	Iteration 13Q: 3 clusters Score -947119.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -947248.812500 Penalty: 4442.414062
	Iteration 14Q: 3 clusters Score -947248.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -947350.687500 Penalty: 4442.414062
	Iteration 15Q: 3 clusters Score -947350.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -947437.187500 Penalty: 4442.414062
	Iteration 16Q: 3 clusters Score -947437.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -947528.125000 Penalty: 4442.414062
	Iteration 17Q: 3 clusters Score -947528.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -947592.562500 Penalty: 4442.414062
	Iteration 18Q: 3 clusters Score -947592.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -947643.125000 Penalty: 4442.414062
	Iteration 19Q: 3 clusters Score -947643.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -947699.312500 Penalty: 4442.414062
	Iteration 20F: 3 clusters Score -947699.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -947759.687500 Penalty: 4442.414062
	Iteration 21Q: 3 clusters Score -947759.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -947806.750000 Penalty: 4442.414062
	Iteration 22Q: 3 clusters Score -947806.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -947854.187500 Penalty: 4442.414062
	Iteration 23Q: 3 clusters Score -947854.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -947889.125000 Penalty: 4442.414062
	Iteration 24Q: 3 clusters Score -947889.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -947916.562500 Penalty: 4442.414062
	Iteration 25Q: 3 clusters Score -947916.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -947953.500000 Penalty: 4442.414062
	Iteration 26Q: 3 clusters Score -947953.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -947977.000000 Penalty: 4442.414062
	Iteration 27Q: 3 clusters Score -947977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -948001.437500 Penalty: 4442.414062
	Iteration 28Q: 3 clusters Score -948001.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -948014.437500 Penalty: 4442.414062
	Iteration 29Q: 3 clusters Score -948014.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -948027.687500 Penalty: 4442.414062
	Iteration 30Q: 3 clusters Score -948027.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -948042.625000 Penalty: 4442.414062
	Iteration 31Q: 3 clusters Score -948042.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -948064.562500 Penalty: 4442.414062
	Iteration 32Q: 3 clusters Score -948064.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -948086.437500 Penalty: 4442.414062
	Iteration 33Q: 3 clusters Score -948086.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -948097.312500 Penalty: 4442.414062
	Iteration 34Q: 3 clusters Score -948097.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -948099.937500 Penalty: 4442.414062
	Iteration 35Q: 3 clusters Score -948099.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -948108.500000 Penalty: 4442.414062
	Iteration 36Q: 3 clusters Score -948108.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -948115.062500 Penalty: 4442.414062
	Iteration 37Q: 3 clusters Score -948115.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -948124.187500 Penalty: 4442.414062
	Iteration 38Q: 3 clusters Score -948124.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -948132.937500 Penalty: 4442.414062
	Iteration 39Q: 3 clusters Score -948132.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -948142.875000 Penalty: 4442.414062
	Iteration 40F: 3 clusters Score -948142.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -948152.687500 Penalty: 4442.414062
	Iteration 41Q: 3 clusters Score -948152.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -948163.250000 Penalty: 4442.414062
	Iteration 42Q: 3 clusters Score -948163.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -948170.937500 Penalty: 4442.414062
	Iteration 43Q: 3 clusters Score -948170.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -948179.937500 Penalty: 4442.414062
	Iteration 44Q: 3 clusters Score -948179.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -948186.312500 Penalty: 4442.414062
	Iteration 45Q: 3 clusters Score -948186.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -948193.250000 Penalty: 4442.414062
	Iteration 46Q: 3 clusters Score -948193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -948196.875000 Penalty: 4442.414062
	Iteration 47Q: 3 clusters Score -948196.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -948198.562500 Penalty: 4442.414062
	Iteration 48Q: 3 clusters Score -948198.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -948199.687500 Penalty: 4442.414062
	Iteration 49Q: 3 clusters Score -948199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -948199.750000 Penalty: 4442.414062
	Iteration 50Q: 3 clusters Score -948199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -948200.437500 Penalty: 4442.414062
	Iteration 51Q: 3 clusters Score -948200.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -948200.437500 Penalty: 4442.414062
	Iteration 52F: 3 clusters Score -948200.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -60161.585938 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -60161.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58583.554688 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -58583.55 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58758.765625 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -58758.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58810.679688 Penalty: 3097.106689
	Iteration 2Q: 3 clusters Score -58810.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58834.339844 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -58834.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58873.585938 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -58873.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58922.617188 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -58922.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58942.656250 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -58942.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58954.523438 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -58954.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58964.351562 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -58964.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58973.539062 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -58973.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58979.386719 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -58979.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58985.312500 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -58985.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58985.312500 Penalty: 3097.106689
	Iteration 12F: 3 clusters Score -58985.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -290344.656250 Penalty: 1922.152466
	Iteration 0F: 2 clusters Score -290344.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -287442.406250 Penalty: 3844.304932
	Iteration 0F: 3 clusters Score -287442.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -287952.125000 Penalty: 3844.304932
	Iteration 1F: 3 clusters Score -287952.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -288100.187500 Penalty: 3844.304932
	Iteration 2F: 3 clusters Score -288100.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -288185.375000 Penalty: 3844.304932
	Iteration 3Q: 3 clusters Score -288185.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -288220.750000 Penalty: 3844.304932
	Iteration 4Q: 3 clusters Score -288220.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -288252.250000 Penalty: 3844.304932
	Iteration 5Q: 3 clusters Score -288252.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -288274.531250 Penalty: 3844.304932
	Iteration 6Q: 3 clusters Score -288274.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -288292.125000 Penalty: 3844.304932
	Iteration 7Q: 3 clusters Score -288292.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -288310.625000 Penalty: 3844.304932
	Iteration 8Q: 3 clusters Score -288310.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -288322.375000 Penalty: 3844.304932
	Iteration 9Q: 3 clusters Score -288322.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -288332.093750 Penalty: 3844.304932
	Iteration 10Q: 3 clusters Score -288332.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -288342.343750 Penalty: 3844.304932
	Iteration 11Q: 3 clusters Score -288342.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -288353.156250 Penalty: 3844.304932
	Iteration 12Q: 3 clusters Score -288353.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -288361.843750 Penalty: 3844.304932
	Iteration 13Q: 3 clusters Score -288361.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -288367.312500 Penalty: 3844.304932
	Iteration 14Q: 3 clusters Score -288367.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -288375.312500 Penalty: 3844.304932
	Iteration 15Q: 3 clusters Score -288375.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -288382.406250 Penalty: 3844.304932
	Iteration 16Q: 3 clusters Score -288382.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -288395.750000 Penalty: 3844.304932
	Iteration 17Q: 3 clusters Score -288395.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -288409.531250 Penalty: 3844.304932
	Iteration 18Q: 3 clusters Score -288409.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -288426.406250 Penalty: 3844.304932
	Iteration 19Q: 3 clusters Score -288426.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -288444.468750 Penalty: 3844.304932
	Iteration 20F: 3 clusters Score -288444.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -288464.843750 Penalty: 3844.304932
	Iteration 21Q: 3 clusters Score -288464.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -288487.281250 Penalty: 3844.304932
	Iteration 22Q: 3 clusters Score -288487.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -288502.968750 Penalty: 3844.304932
	Iteration 23Q: 3 clusters Score -288503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -288520.906250 Penalty: 3844.304932
	Iteration 24Q: 3 clusters Score -288520.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -288531.437500 Penalty: 3844.304932
	Iteration 25Q: 3 clusters Score -288531.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -288536.375000 Penalty: 3844.304932
	Iteration 26Q: 3 clusters Score -288536.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -288541.218750 Penalty: 3844.304932
	Iteration 27Q: 3 clusters Score -288541.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -288544.937500 Penalty: 3844.304932
	Iteration 28Q: 3 clusters Score -288544.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -288548.281250 Penalty: 3844.304932
	Iteration 29Q: 3 clusters Score -288548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -288552.875000 Penalty: 3844.304932
	Iteration 30Q: 3 clusters Score -288552.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -288558.031250 Penalty: 3844.304932
	Iteration 31Q: 3 clusters Score -288558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -288563.468750 Penalty: 3844.304932
	Iteration 32Q: 3 clusters Score -288563.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -288574.750000 Penalty: 3844.304932
	Iteration 33Q: 3 clusters Score -288574.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -288580.968750 Penalty: 3844.304932
	Iteration 34Q: 3 clusters Score -288581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -288585.812500 Penalty: 3844.304932
	Iteration 35Q: 3 clusters Score -288585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -288589.531250 Penalty: 3844.304932
	Iteration 36Q: 3 clusters Score -288589.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -288594.625000 Penalty: 3844.304932
	Iteration 37Q: 3 clusters Score -288594.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -288597.437500 Penalty: 3844.304932
	Iteration 38Q: 3 clusters Score -288597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -288597.531250 Penalty: 3844.304932
	Iteration 39Q: 3 clusters Score -288597.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -288599.218750 Penalty: 3844.304932
	Iteration 40F: 3 clusters Score -288599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -288601.406250 Penalty: 3844.304932
	Iteration 41Q: 3 clusters Score -288601.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -288602.937500 Penalty: 3844.304932
	Iteration 42Q: 3 clusters Score -288602.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -288603.656250 Penalty: 3844.304932
	Iteration 43Q: 3 clusters Score -288603.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -288604.375000 Penalty: 3844.304932
	Iteration 44Q: 3 clusters Score -288604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -288605.187500 Penalty: 3844.304932
	Iteration 45Q: 3 clusters Score -288605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -288605.937500 Penalty: 3844.304932
	Iteration 46Q: 3 clusters Score -288605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -288608.093750 Penalty: 3844.304932
	Iteration 47Q: 3 clusters Score -288608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -288609.437500 Penalty: 3844.304932
	Iteration 48Q: 3 clusters Score -288609.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -288609.687500 Penalty: 3844.304932
	Iteration 49Q: 3 clusters Score -288609.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -288611.375000 Penalty: 3844.304932
	Iteration 50Q: 3 clusters Score -288611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -288611.468750 Penalty: 3844.304932
	Iteration 51Q: 3 clusters Score -288611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -288612.156250 Penalty: 3844.304932
	Iteration 52Q: 3 clusters Score -288612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -288613.312500 Penalty: 3844.304932
	Iteration 53Q: 3 clusters Score -288613.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -288613.312500 Penalty: 3844.304932
	Iteration 54F: 3 clusters Score -288613.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -225168.984375 Penalty: 1860.542236
	Iteration 0F: 2 clusters Score -225169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -222673.375000 Penalty: 3721.084473
	Iteration 0F: 3 clusters Score -222673.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -223156.421875 Penalty: 3721.084473
	Iteration 1F: 3 clusters Score -223156.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -223280.656250 Penalty: 3721.084473
	Iteration 2F: 3 clusters Score -223280.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -223337.156250 Penalty: 3721.084473
	Iteration 3Q: 3 clusters Score -223337.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -223377.687500 Penalty: 3721.084473
	Iteration 4Q: 3 clusters Score -223377.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -223418.109375 Penalty: 3721.084473
	Iteration 5Q: 3 clusters Score -223418.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -223454.781250 Penalty: 3721.084473
	Iteration 6Q: 3 clusters Score -223454.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -223476.796875 Penalty: 3721.084473
	Iteration 7Q: 3 clusters Score -223476.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -223496.703125 Penalty: 3721.084473
	Iteration 8Q: 3 clusters Score -223496.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -223509.390625 Penalty: 3721.084473
	Iteration 9Q: 3 clusters Score -223509.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -223519.781250 Penalty: 3721.084473
	Iteration 10Q: 3 clusters Score -223519.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -223530.828125 Penalty: 3721.084473
	Iteration 11Q: 3 clusters Score -223530.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -223546.000000 Penalty: 3721.084473
	Iteration 12Q: 3 clusters Score -223546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -223565.359375 Penalty: 3721.084473
	Iteration 13Q: 3 clusters Score -223565.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -223580.250000 Penalty: 3721.084473
	Iteration 14Q: 3 clusters Score -223580.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -223588.750000 Penalty: 3721.084473
	Iteration 15Q: 3 clusters Score -223588.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -223597.078125 Penalty: 3721.084473
	Iteration 16Q: 3 clusters Score -223597.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -223600.906250 Penalty: 3721.084473
	Iteration 17Q: 3 clusters Score -223600.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -223607.937500 Penalty: 3721.084473
	Iteration 18Q: 3 clusters Score -223607.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -223613.468750 Penalty: 3721.084473
	Iteration 19Q: 3 clusters Score -223613.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -223615.406250 Penalty: 3721.084473
	Iteration 20F: 3 clusters Score -223615.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -223617.546875 Penalty: 3721.084473
	Iteration 21Q: 3 clusters Score -223617.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -223618.671875 Penalty: 3721.084473
	Iteration 22Q: 3 clusters Score -223618.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -223618.921875 Penalty: 3721.084473
	Iteration 23Q: 3 clusters Score -223618.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -223620.296875 Penalty: 3721.084473
	Iteration 24Q: 3 clusters Score -223620.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -223621.000000 Penalty: 3721.084473
	Iteration 25Q: 3 clusters Score -223621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -223623.171875 Penalty: 3721.084473
	Iteration 26Q: 3 clusters Score -223623.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -223626.593750 Penalty: 3721.084473
	Iteration 27Q: 3 clusters Score -223626.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -223631.656250 Penalty: 3721.084473
	Iteration 28Q: 3 clusters Score -223631.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -223637.343750 Penalty: 3721.084473
	Iteration 29Q: 3 clusters Score -223637.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -223643.718750 Penalty: 3721.084473
	Iteration 30Q: 3 clusters Score -223643.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -223657.953125 Penalty: 3721.084473
	Iteration 31Q: 3 clusters Score -223658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -223681.812500 Penalty: 3721.084473
	Iteration 32Q: 3 clusters Score -223681.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -223701.625000 Penalty: 3721.084473
	Iteration 33Q: 3 clusters Score -223701.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -223721.781250 Penalty: 3721.084473
	Iteration 34Q: 3 clusters Score -223721.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -223737.156250 Penalty: 3721.084473
	Iteration 35Q: 3 clusters Score -223737.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -223747.625000 Penalty: 3721.084473
	Iteration 36Q: 3 clusters Score -223747.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -223753.390625 Penalty: 3721.084473
	Iteration 37Q: 3 clusters Score -223753.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -223754.828125 Penalty: 3721.084473
	Iteration 38Q: 3 clusters Score -223754.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -223756.921875 Penalty: 3721.084473
	Iteration 39Q: 3 clusters Score -223756.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -223757.875000 Penalty: 3721.084473
	Iteration 40F: 3 clusters Score -223757.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -223759.531250 Penalty: 3721.084473
	Iteration 41Q: 3 clusters Score -223759.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -223761.406250 Penalty: 3721.084473
	Iteration 42Q: 3 clusters Score -223761.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -223762.859375 Penalty: 3721.084473
	Iteration 43Q: 3 clusters Score -223762.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -223763.375000 Penalty: 3721.084473
	Iteration 44Q: 3 clusters Score -223763.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -223763.515625 Penalty: 3721.084473
	Iteration 45Q: 3 clusters Score -223763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -223765.687500 Penalty: 3721.084473
	Iteration 46Q: 3 clusters Score -223765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -223766.031250 Penalty: 3721.084473
	Iteration 47Q: 3 clusters Score -223766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -223767.375000 Penalty: 3721.084473
	Iteration 48Q: 3 clusters Score -223767.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -223770.812500 Penalty: 3721.084473
	Iteration 49Q: 3 clusters Score -223770.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -223780.578125 Penalty: 3721.084473
	Iteration 50Q: 3 clusters Score -223780.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -223788.734375 Penalty: 3721.084473
	Iteration 51Q: 3 clusters Score -223788.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -223796.265625 Penalty: 3721.084473
	Iteration 52Q: 3 clusters Score -223796.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -223801.234375 Penalty: 3721.084473
	Iteration 53Q: 3 clusters Score -223801.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -223804.312500 Penalty: 3721.084473
	Iteration 54Q: 3 clusters Score -223804.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -223808.968750 Penalty: 3721.084473
	Iteration 55Q: 3 clusters Score -223809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -223814.234375 Penalty: 3721.084473
	Iteration 56Q: 3 clusters Score -223814.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -223822.000000 Penalty: 3721.084473
	Iteration 57Q: 3 clusters Score -223822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -223829.921875 Penalty: 3721.084473
	Iteration 58Q: 3 clusters Score -223829.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -223842.984375 Penalty: 3721.084473
	Iteration 59Q: 3 clusters Score -223843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -223849.578125 Penalty: 3721.084473
	Iteration 60F: 3 clusters Score -223849.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -223854.609375 Penalty: 3721.084473
	Iteration 61Q: 3 clusters Score -223854.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -223860.281250 Penalty: 3721.084473
	Iteration 62Q: 3 clusters Score -223860.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -223865.859375 Penalty: 3721.084473
	Iteration 63Q: 3 clusters Score -223865.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -223875.562500 Penalty: 3721.084473
	Iteration 64Q: 3 clusters Score -223875.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -223885.218750 Penalty: 3721.084473
	Iteration 65Q: 3 clusters Score -223885.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -223893.968750 Penalty: 3721.084473
	Iteration 66Q: 3 clusters Score -223894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -223899.984375 Penalty: 3721.084473
	Iteration 67Q: 3 clusters Score -223900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -223907.953125 Penalty: 3721.084473
	Iteration 68Q: 3 clusters Score -223908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -223916.921875 Penalty: 3721.084473
	Iteration 69Q: 3 clusters Score -223916.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -223930.015625 Penalty: 3721.084473
	Iteration 70Q: 3 clusters Score -223930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -223944.984375 Penalty: 3721.084473
	Iteration 71Q: 3 clusters Score -223945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -223955.796875 Penalty: 3721.084473
	Iteration 72Q: 3 clusters Score -223955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -223965.703125 Penalty: 3721.084473
	Iteration 73Q: 3 clusters Score -223965.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -223975.484375 Penalty: 3721.084473
	Iteration 74Q: 3 clusters Score -223975.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -223986.421875 Penalty: 3721.084473
	Iteration 75Q: 3 clusters Score -223986.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -223995.937500 Penalty: 3721.084473
	Iteration 76Q: 3 clusters Score -223995.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -224006.468750 Penalty: 3721.084473
	Iteration 77Q: 3 clusters Score -224006.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -224011.187500 Penalty: 3721.084473
	Iteration 78Q: 3 clusters Score -224011.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -224014.468750 Penalty: 3721.084473
	Iteration 79Q: 3 clusters Score -224014.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -224018.406250 Penalty: 3721.084473
	Iteration 80F: 3 clusters Score -224018.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -224027.187500 Penalty: 3721.084473
	Iteration 81Q: 3 clusters Score -224027.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -224031.437500 Penalty: 3721.084473
	Iteration 82Q: 3 clusters Score -224031.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -224034.203125 Penalty: 3721.084473
	Iteration 83Q: 3 clusters Score -224034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -224035.250000 Penalty: 3721.084473
	Iteration 84Q: 3 clusters Score -224035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -224036.265625 Penalty: 3721.084473
	Iteration 85Q: 3 clusters Score -224036.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -224036.921875 Penalty: 3721.084473
	Iteration 86Q: 3 clusters Score -224036.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -224037.390625 Penalty: 3721.084473
	Iteration 87Q: 3 clusters Score -224037.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -224037.390625 Penalty: 3721.084473
	Iteration 88F: 3 clusters Score -224037.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (87341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87341 members 
Entering Unmasked Estep 
Score: -11238209.000000 Penalty: 2821.638672
	Iteration 0F: 2 clusters Score -1.123821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -11179960.000000 Penalty: 5643.277344
	Iteration 0F: 3 clusters Score -1.117996e+07 nChanged 41072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -11203460.000000 Penalty: 5643.277344
	Iteration 1F: 3 clusters Score -1.120346e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -11204382.000000 Penalty: 5643.277344
	Iteration 2Q: 3 clusters Score -1.120438e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -11205525.000000 Penalty: 5643.277344
	Iteration 3Q: 3 clusters Score -1.120552e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -11207034.000000 Penalty: 5643.277344
	Iteration 4Q: 3 clusters Score -1.120703e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -11209086.000000 Penalty: 5643.277344
	Iteration 5Q: 3 clusters Score -1.120909e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -11212143.000000 Penalty: 5643.277344
	Iteration 6F: 3 clusters Score -1.121214e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -11216906.000000 Penalty: 5643.277344
	Iteration 7F: 3 clusters Score -1.121691e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -11222743.000000 Penalty: 5643.277344
	Iteration 8F: 3 clusters Score -1.122274e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -11227604.000000 Penalty: 5643.277344
	Iteration 9F: 3 clusters Score -1.12276e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -11230128.000000 Penalty: 5643.277344
	Iteration 10Q: 3 clusters Score -1.123013e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -11231171.000000 Penalty: 5643.277344
	Iteration 11Q: 3 clusters Score -1.123117e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -11231734.000000 Penalty: 5643.277344
	Iteration 12Q: 3 clusters Score -1.123173e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -11232121.000000 Penalty: 5643.277344
	Iteration 13Q: 3 clusters Score -1.123212e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73797 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -11232507.000000 Penalty: 5643.277344
	Iteration 14Q: 3 clusters Score -1.123251e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74725 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -11232837.000000 Penalty: 5643.277344
	Iteration 15Q: 3 clusters Score -1.123284e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -11233121.000000 Penalty: 5643.277344
	Iteration 16Q: 3 clusters Score -1.123312e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76406 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -11233336.000000 Penalty: 5643.277344
	Iteration 17Q: 3 clusters Score -1.123334e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -11233639.000000 Penalty: 5643.277344
	Iteration 18Q: 3 clusters Score -1.123364e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77941 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -11233883.000000 Penalty: 5643.277344
	Iteration 19Q: 3 clusters Score -1.123388e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78678 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -11234128.000000 Penalty: 5643.277344
	Iteration 20F: 3 clusters Score -1.123413e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79359 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -11234400.000000 Penalty: 5643.277344
	Iteration 21Q: 3 clusters Score -1.12344e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -11234586.000000 Penalty: 5643.277344
	Iteration 22Q: 3 clusters Score -1.123459e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -11234737.000000 Penalty: 5643.277344
	Iteration 23Q: 3 clusters Score -1.123474e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -11234873.000000 Penalty: 5643.277344
	Iteration 24Q: 3 clusters Score -1.123487e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81374 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -11235022.000000 Penalty: 5643.277344
	Iteration 25Q: 3 clusters Score -1.123502e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81788 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -11235188.000000 Penalty: 5643.277344
	Iteration 26Q: 3 clusters Score -1.123519e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -11235282.000000 Penalty: 5643.277344
	Iteration 27Q: 3 clusters Score -1.123528e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -11235356.000000 Penalty: 5643.277344
	Iteration 28Q: 3 clusters Score -1.123536e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -11235452.000000 Penalty: 5643.277344
	Iteration 29Q: 3 clusters Score -1.123545e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83023 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -11235495.000000 Penalty: 5643.277344
	Iteration 30Q: 3 clusters Score -1.12355e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83267 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -11235580.000000 Penalty: 5643.277344
	Iteration 31Q: 3 clusters Score -1.123558e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83509 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -11235641.000000 Penalty: 5643.277344
	Iteration 32Q: 3 clusters Score -1.123564e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83721 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -11235716.000000 Penalty: 5643.277344
	Iteration 33Q: 3 clusters Score -1.123572e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83918 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -11235751.000000 Penalty: 5643.277344
	Iteration 34Q: 3 clusters Score -1.123575e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84103 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -11235788.000000 Penalty: 5643.277344
	Iteration 35Q: 3 clusters Score -1.123579e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -11235827.000000 Penalty: 5643.277344
	Iteration 36Q: 3 clusters Score -1.123583e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84409 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -11235863.000000 Penalty: 5643.277344
	Iteration 37Q: 3 clusters Score -1.123586e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84544 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -11235912.000000 Penalty: 5643.277344
	Iteration 38Q: 3 clusters Score -1.123591e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84659 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -11235919.000000 Penalty: 5643.277344
	Iteration 39Q: 3 clusters Score -1.123592e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84756 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -11235971.000000 Penalty: 5643.277344
	Iteration 40F: 3 clusters Score -1.123597e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84839 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -11235984.000000 Penalty: 5643.277344
	Iteration 41Q: 3 clusters Score -1.123598e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84906 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -11235996.000000 Penalty: 5643.277344
	Iteration 42Q: 3 clusters Score -1.1236e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84974 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -11236020.000000 Penalty: 5643.277344
	Iteration 43Q: 3 clusters Score -1.123602e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -11236027.000000 Penalty: 5643.277344
	Iteration 44Q: 3 clusters Score -1.123603e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85078 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -11236015.000000 Penalty: 5643.277344
	Iteration 45Q: 3 clusters Score -1.123602e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85111 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -11236007.000000 Penalty: 5643.277344
	Iteration 46Q: 3 clusters Score -1.123601e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85143 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -11236005.000000 Penalty: 5643.277344
	Iteration 47Q: 3 clusters Score -1.1236e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85171 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -11236009.000000 Penalty: 5643.277344
	Iteration 48Q: 3 clusters Score -1.123601e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -11236026.000000 Penalty: 5643.277344
	Iteration 49Q: 3 clusters Score -1.123603e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85233 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -11236046.000000 Penalty: 5643.277344
	Iteration 50Q: 3 clusters Score -1.123605e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85265 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -11236058.000000 Penalty: 5643.277344
	Iteration 51Q: 3 clusters Score -1.123606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85293 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -11236059.000000 Penalty: 5643.277344
	Iteration 52Q: 3 clusters Score -1.123606e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -11236065.000000 Penalty: 5643.277344
	Iteration 53Q: 3 clusters Score -1.123606e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85339 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -11236070.000000 Penalty: 5643.277344
	Iteration 54Q: 3 clusters Score -1.123607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85363 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -11236068.000000 Penalty: 5643.277344
	Iteration 55Q: 3 clusters Score -1.123607e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85388 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -11236050.000000 Penalty: 5643.277344
	Iteration 56Q: 3 clusters Score -1.123605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85402 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -11236065.000000 Penalty: 5643.277344
	Iteration 57Q: 3 clusters Score -1.123606e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -11236073.000000 Penalty: 5643.277344
	Iteration 58Q: 3 clusters Score -1.123607e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85443 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -11236070.000000 Penalty: 5643.277344
	Iteration 59Q: 3 clusters Score -1.123607e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85464 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -11236084.000000 Penalty: 5643.277344
	Iteration 60F: 3 clusters Score -1.123608e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85481 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -11236081.000000 Penalty: 5643.277344
	Iteration 61Q: 3 clusters Score -1.123608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85495 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -11236079.000000 Penalty: 5643.277344
	Iteration 62Q: 3 clusters Score -1.123608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85507 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -11236076.000000 Penalty: 5643.277344
	Iteration 63Q: 3 clusters Score -1.123608e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85526 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -11236087.000000 Penalty: 5643.277344
	Iteration 64Q: 3 clusters Score -1.123609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85542 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -11236090.000000 Penalty: 5643.277344
	Iteration 65Q: 3 clusters Score -1.123609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -11236101.000000 Penalty: 5643.277344
	Iteration 66Q: 3 clusters Score -1.12361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -11236103.000000 Penalty: 5643.277344
	Iteration 67Q: 3 clusters Score -1.12361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -11236114.000000 Penalty: 5643.277344
	Iteration 68Q: 3 clusters Score -1.123611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85600 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -11236118.000000 Penalty: 5643.277344
	Iteration 69Q: 3 clusters Score -1.123612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -11236120.000000 Penalty: 5643.277344
	Iteration 70Q: 3 clusters Score -1.123612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -11236121.000000 Penalty: 5643.277344
	Iteration 71Q: 3 clusters Score -1.123612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -11236117.000000 Penalty: 5643.277344
	Iteration 72Q: 3 clusters Score -1.123612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85626 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -11236119.000000 Penalty: 5643.277344
	Iteration 73Q: 3 clusters Score -1.123612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -11236115.000000 Penalty: 5643.277344
	Iteration 74Q: 3 clusters Score -1.123612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -11236112.000000 Penalty: 5643.277344
	Iteration 75Q: 3 clusters Score -1.123611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -11236112.000000 Penalty: 5643.277344
	Iteration 76F: 3 clusters Score -1.123611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -58819.402344 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -58819.4 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 259 members 
Entering Unmasked Estep 
Score: -57243.359375 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -57243.36 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57478.089844 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -57478.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57580.769531 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -57580.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57653.179688 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -57653.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57712.554688 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -57712.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57771.042969 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -57771.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57841.750000 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -57841.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57965.531250 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -57965.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58146.664062 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -58146.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58443.492188 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -58443.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58664.960938 Penalty: 3127.006592
	Iteration 10F: 3 clusters Score -58664.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58922.535156 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -58922.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59335.437500 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -59335.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59716.570312 Penalty: 3127.006592
	Iteration 13Q: 3 clusters Score -59716.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59875.742188 Penalty: 3127.006592
	Iteration 14Q: 3 clusters Score -59875.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59875.742188 Penalty: 3127.006592
	Iteration 15F: 3 clusters Score -59875.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157641 members 
Mstep: Class 3 contains 188661 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153757 members 
Mstep: Class 8 contains 79832 members 
Mstep: Class 9 contains 152097 members 
Mstep: Class 10 contains 82058 members 
Mstep: Class 11 contains 87829 members 
Mstep: Class 12 contains 166318 members 
Mstep: Class 13 contains 77537 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87341 members 
Mstep: Class 21 contains 240 members 
Mstep: Class 22 contains 465 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 307 members 
Entering Unmasked Estep 
Score: -161336144.000000 Penalty: 87239.546875
Splitting cluster 21 changes total score from -161336944.000000 to -161336144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -44580.093750 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -44580.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43191.839844 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -43191.84 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43653.875000 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -43653.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43796.964844 Penalty: 3046.450439
	Iteration 2F: 3 clusters Score -43796.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43902.437500 Penalty: 3046.450439
	Iteration 3F: 3 clusters Score -43902.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44039.195312 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -44039.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44210.167969 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -44210.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44360.488281 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -44360.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44549.257812 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -44549.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44695.976562 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -44695.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44762.695312 Penalty: 3046.450439
	Iteration 9Q: 3 clusters Score -44762.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44850.070312 Penalty: 3046.450439
	Iteration 10Q: 3 clusters Score -44850.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44875.433594 Penalty: 3046.450439
	Iteration 11Q: 3 clusters Score -44875.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44877.878906 Penalty: 3046.450439
	Iteration 12Q: 3 clusters Score -44877.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -44887.867188 Penalty: 3046.450439
	Iteration 13Q: 3 clusters Score -44887.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44904.542969 Penalty: 3046.450439
	Iteration 14Q: 3 clusters Score -44904.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -44925.484375 Penalty: 3046.450439
	Iteration 15Q: 3 clusters Score -44925.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44931.589844 Penalty: 3046.450439
	Iteration 16Q: 3 clusters Score -44931.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44932.277344 Penalty: 3046.450439
	Iteration 17F: 3 clusters Score -44932.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44949.281250 Penalty: 3046.450439
	Iteration 18Q: 3 clusters Score -44949.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44999.902344 Penalty: 3046.450439
	Iteration 19Q: 3 clusters Score -44999.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45024.300781 Penalty: 3046.450439
	Iteration 20F: 3 clusters Score -45024.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45038.546875 Penalty: 3046.450439
	Iteration 21Q: 3 clusters Score -45038.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45038.546875 Penalty: 3046.450439
	Iteration 22F: 3 clusters Score -45038.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 157641 members 
Mstep: Class 3 contains 188661 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 153757 members 
Mstep: Class 8 contains 79832 members 
Mstep: Class 9 contains 152097 members 
Mstep: Class 10 contains 82058 members 
Mstep: Class 11 contains 87829 members 
Mstep: Class 12 contains 166318 members 
Mstep: Class 13 contains 77537 members 
Mstep: Class 14 contains 29384 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 87341 members 
Mstep: Class 21 contains 547 members 
Mstep: Class 22 contains 212 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 253 members 
Entering Unmasked Estep 
Score: -161335392.000000 Penalty: 87239.546875
Splitting cluster 22 changes total score from -161336944.000000 to -161335392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -51650.121094 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -51650.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50175.078125 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -50175.08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50362.312500 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -50362.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50437.828125 Penalty: 3053.861572
	Iteration 2Q: 3 clusters Score -50437.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50536.640625 Penalty: 3053.861572
	Iteration 3F: 3 clusters Score -50536.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50592.679688 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -50592.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50630.527344 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -50630.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50674.410156 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -50674.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50698.210938 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -50698.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50710.503906 Penalty: 3053.861572
	Iteration 8Q: 3 clusters Score -50710.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50710.503906 Penalty: 3053.861572
	Iteration 9F: 3 clusters Score -50710.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -33007.183594 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -33007.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31748.847656 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -31748.85 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31990.871094 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -31990.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32124.367188 Penalty: 2865.715576
	Iteration 2F: 3 clusters Score -32124.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32196.687500 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -32196.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32232.730469 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -32232.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32250.585938 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -32250.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32285.945312 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -32285.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32285.945312 Penalty: 2865.715576
	Iteration 7F: 3 clusters Score -32285.95 nChanged 0
--- Evaluating fit on full set of 3872876 points ---
Entering Unmasked Estep 
Score: -487247392.000000 Penalty: 90288.914062
22->25 Clusters: Score -487247392.000000, best is -487910272.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1290958 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 58176 members 
Mstep: Class 3 contains 58627 members 
Mstep: Class 4 contains 58729 members 
Mstep: Class 5 contains 58440 members 
Mstep: Class 6 contains 58712 members 
Mstep: Class 7 contains 58844 members 
Mstep: Class 8 contains 58608 members 
Mstep: Class 9 contains 58641 members 
Mstep: Class 10 contains 58689 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 59186 members 
Mstep: Class 13 contains 59086 members 
Mstep: Class 14 contains 58573 members 
Mstep: Class 15 contains 58800 members 
Mstep: Class 16 contains 58917 members 
Mstep: Class 17 contains 58736 members 
Mstep: Class 18 contains 58466 members 
Mstep: Class 19 contains 58222 members 
Mstep: Class 20 contains 58240 members 
Mstep: Class 21 contains 59021 members 
Mstep: Class 22 contains 59099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 171.829468 but Gain 3489.585938
Score: -155161392.000000 Penalty: 73281.218750
Iteration 0F: 22 clusters Score -1.551614e+08 nChanged 1227971
Entering Unmasked Mstep 
Mstep: Class 0 contains 2780 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 9403 members 
Mstep: Class 3 contains 30103 members 
Mstep: Class 4 contains 16787 members 
Mstep: Class 5 contains 18104 members 
Mstep: Class 6 contains 40143 members 
Mstep: Class 7 contains 40878 members 
Mstep: Class 8 contains 9050 members 
Mstep: Class 9 contains 51448 members 
Mstep: Class 10 contains 142763 members 
Mstep: Class 11 contains 11135 members 
Mstep: Class 12 contains 9984 members 
Mstep: Class 13 contains 37005 members 
Mstep: Class 14 contains 57844 members 
Mstep: Class 15 contains 19514 members 
Mstep: Class 17 contains 604356 members 
Mstep: Class 18 contains 10734 members 
Mstep: Class 19 contains 17839 members 
Mstep: Class 20 contains 63795 members 
Mstep: Class 21 contains 52847 members 
Mstep: Class 22 contains 26473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159347568.000000 Penalty: 73281.218750
Iteration 1F: 22 clusters Score -1.593476e+08 nChanged 392827
Entering Unmasked Mstep 
Mstep: Class 0 contains 2611 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 6049 members 
Mstep: Class 3 contains 33552 members 
Mstep: Class 4 contains 12718 members 
Mstep: Class 5 contains 11677 members 
Mstep: Class 6 contains 38806 members 
Mstep: Class 7 contains 31036 members 
Mstep: Class 8 contains 14072 members 
Mstep: Class 9 contains 57535 members 
Mstep: Class 10 contains 218864 members 
Mstep: Class 11 contains 5799 members 
Mstep: Class 12 contains 5038 members 
Mstep: Class 13 contains 37533 members 
Mstep: Class 14 contains 69993 members 
Mstep: Class 15 contains 18951 members 
Mstep: Class 17 contains 536700 members 
Mstep: Class 18 contains 6753 members 
Mstep: Class 19 contains 18493 members 
Mstep: Class 20 contains 80633 members 
Mstep: Class 21 contains 43708 members 
Mstep: Class 22 contains 26462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159823776.000000 Penalty: 73281.218750
Iteration 2F: 22 clusters Score -1.598238e+08 nChanged 339573
Entering Unmasked Mstep 
Mstep: Class 0 contains 2468 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 5190 members 
Mstep: Class 3 contains 38693 members 
Mstep: Class 4 contains 9537 members 
Mstep: Class 5 contains 8067 members 
Mstep: Class 6 contains 37651 members 
Mstep: Class 7 contains 20082 members 
Mstep: Class 8 contains 13537 members 
Mstep: Class 9 contains 75389 members 
Mstep: Class 10 contains 356293 members 
Mstep: Class 11 contains 3960 members 
Mstep: Class 12 contains 3049 members 
Mstep: Class 13 contains 37443 members 
Mstep: Class 14 contains 84065 members 
Mstep: Class 15 contains 22513 members 
Mstep: Class 17 contains 370599 members 
Mstep: Class 18 contains 4943 members 
Mstep: Class 19 contains 23903 members 
Mstep: Class 20 contains 100951 members 
Mstep: Class 21 contains 37018 members 
Mstep: Class 22 contains 24790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160021680.000000 Penalty: 73281.218750
Iteration 3F: 22 clusters Score -1.600217e+08 nChanged 268448
Entering Unmasked Mstep 
Mstep: Class 0 contains 2338 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3894 members 
Mstep: Class 3 contains 41869 members 
Mstep: Class 4 contains 8227 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 39064 members 
Mstep: Class 7 contains 12673 members 
Mstep: Class 8 contains 10900 members 
Mstep: Class 9 contains 105515 members 
Mstep: Class 10 contains 335804 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 2468 members 
Mstep: Class 13 contains 37215 members 
Mstep: Class 14 contains 108392 members 
Mstep: Class 15 contains 23878 members 
Mstep: Class 17 contains 315681 members 
Mstep: Class 18 contains 4013 members 
Mstep: Class 19 contains 29605 members 
Mstep: Class 20 contains 132032 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 25147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160271440.000000 Penalty: 73281.218750
Iteration 4F: 22 clusters Score -1.602714e+08 nChanged 200660
Entering Unmasked Mstep 
Mstep: Class 0 contains 2228 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 43122 members 
Mstep: Class 4 contains 6825 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 37493 members 
Mstep: Class 7 contains 7309 members 
Mstep: Class 8 contains 8857 members 
Mstep: Class 9 contains 137714 members 
Mstep: Class 10 contains 304620 members 
Mstep: Class 11 contains 3868 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 32162 members 
Mstep: Class 14 contains 126849 members 
Mstep: Class 15 contains 22257 members 
Mstep: Class 17 contains 292826 members 
Mstep: Class 18 contains 3210 members 
Mstep: Class 19 contains 33566 members 
Mstep: Class 20 contains 161937 members 
Mstep: Class 21 contains 26654 members 
Mstep: Class 22 contains 22798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2504.840576 but Gain 3489.578125
Score: -160452832.000000 Penalty: 69791.640625
Iteration 5F: 21 clusters Score -1.604528e+08 nChanged 169426
Entering Unmasked Mstep 
Mstep: Class 0 contains 2142 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 43424 members 
Mstep: Class 4 contains 5478 members 
Mstep: Class 6 contains 34623 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 7354 members 
Mstep: Class 9 contains 170399 members 
Mstep: Class 10 contains 290441 members 
Mstep: Class 11 contains 4548 members 
Mstep: Class 12 contains 2545 members 
Mstep: Class 13 contains 25401 members 
Mstep: Class 14 contains 139478 members 
Mstep: Class 15 contains 19770 members 
Mstep: Class 17 contains 265808 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 36142 members 
Mstep: Class 20 contains 192001 members 
Mstep: Class 21 contains 17883 members 
Mstep: Class 22 contains 18713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2733.387695 but Gain 3489.585938
Score: -160573488.000000 Penalty: 66302.054688
Iteration 6F: 20 clusters Score -1.605735e+08 nChanged 165130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1844 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 877 members 
Mstep: Class 3 contains 43249 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 6 contains 32343 members 
Mstep: Class 7 contains 3290 members 
Mstep: Class 8 contains 5812 members 
Mstep: Class 9 contains 203773 members 
Mstep: Class 10 contains 272001 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 2591 members 
Mstep: Class 13 contains 19871 members 
Mstep: Class 14 contains 153702 members 
Mstep: Class 15 contains 18635 members 
Mstep: Class 17 contains 234474 members 
Mstep: Class 19 contains 38224 members 
Mstep: Class 20 contains 218595 members 
Mstep: Class 21 contains 10348 members 
Mstep: Class 22 contains 15469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160716624.000000 Penalty: 66302.054688
Iteration 7F: 20 clusters Score -1.607166e+08 nChanged 147759
Entering Unmasked Mstep 
Mstep: Class 0 contains 1072 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 3 contains 42715 members 
Mstep: Class 4 contains 3968 members 
Mstep: Class 6 contains 31388 members 
Mstep: Class 7 contains 2854 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 238018 members 
Mstep: Class 10 contains 247997 members 
Mstep: Class 11 contains 6377 members 
Mstep: Class 12 contains 2556 members 
Mstep: Class 13 contains 15989 members 
Mstep: Class 14 contains 173849 members 
Mstep: Class 15 contains 19880 members 
Mstep: Class 17 contains 208957 members 
Mstep: Class 19 contains 39610 members 
Mstep: Class 20 contains 225581 members 
Mstep: Class 21 contains 5762 members 
Mstep: Class 22 contains 13319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 3250.144531 but Gain 3489.578125
Score: -160878224.000000 Penalty: 62812.476562
Iteration 8F: 19 clusters Score -1.608782e+08 nChanged 139949
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2332 members 
Mstep: Class 3 contains 41949 members 
Mstep: Class 4 contains 3770 members 
Mstep: Class 6 contains 31372 members 
Mstep: Class 7 contains 2721 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 273324 members 
Mstep: Class 10 contains 227172 members 
Mstep: Class 11 contains 6998 members 
Mstep: Class 12 contains 2522 members 
Mstep: Class 13 contains 13597 members 
Mstep: Class 14 contains 196577 members 
Mstep: Class 15 contains 23464 members 
Mstep: Class 17 contains 191295 members 
Mstep: Class 19 contains 41120 members 
Mstep: Class 20 contains 212503 members 
Mstep: Class 22 contains 11994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160972896.000000 Penalty: 62812.476562
Iteration 9F: 19 clusters Score -1.609729e+08 nChanged 120747
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 41124 members 
Mstep: Class 4 contains 3669 members 
Mstep: Class 6 contains 31500 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 9 contains 306666 members 
Mstep: Class 10 contains 209541 members 
Mstep: Class 11 contains 7295 members 
Mstep: Class 12 contains 2497 members 
Mstep: Class 13 contains 11976 members 
Mstep: Class 14 contains 203727 members 
Mstep: Class 15 contains 27583 members 
Mstep: Class 17 contains 181869 members 
Mstep: Class 19 contains 42891 members 
Mstep: Class 20 contains 196930 members 
Mstep: Class 22 contains 10882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161020112.000000 Penalty: 62812.476562
Iteration 10F: 19 clusters Score -1.610201e+08 nChanged 100553
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2561 members 
Mstep: Class 3 contains 40123 members 
Mstep: Class 4 contains 3667 members 
Mstep: Class 6 contains 32360 members 
Mstep: Class 7 contains 2662 members 
Mstep: Class 8 contains 686 members 
Mstep: Class 9 contains 335259 members 
Mstep: Class 10 contains 197216 members 
Mstep: Class 11 contains 7562 members 
Mstep: Class 12 contains 2482 members 
Mstep: Class 13 contains 10692 members 
Mstep: Class 14 contains 198202 members 
Mstep: Class 15 contains 32132 members 
Mstep: Class 17 contains 179000 members 
Mstep: Class 19 contains 45080 members 
Mstep: Class 20 contains 184402 members 
Mstep: Class 22 contains 9926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161018304.000000 Penalty: 62812.476562
Iteration 11F: 19 clusters Score -1.610183e+08 nChanged 84273
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2561 members 
Mstep: Class 3 contains 39198 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 6 contains 34743 members 
Mstep: Class 7 contains 2657 members 
Mstep: Class 8 contains 607 members 
Mstep: Class 9 contains 343503 members 
Mstep: Class 10 contains 191235 members 
Mstep: Class 11 contains 7952 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 9649 members 
Mstep: Class 14 contains 192607 members 
Mstep: Class 15 contains 37532 members 
Mstep: Class 17 contains 180698 members 
Mstep: Class 19 contains 47782 members 
Mstep: Class 20 contains 177716 members 
Mstep: Class 22 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161029248.000000 Penalty: 62812.476562
Iteration 12F: 19 clusters Score -1.610292e+08 nChanged 65415
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2561 members 
Mstep: Class 3 contains 38338 members 
Mstep: Class 4 contains 3769 members 
Mstep: Class 6 contains 37763 members 
Mstep: Class 7 contains 2643 members 
Mstep: Class 8 contains 585 members 
Mstep: Class 9 contains 339305 members 
Mstep: Class 10 contains 190407 members 
Mstep: Class 11 contains 8369 members 
Mstep: Class 12 contains 2513 members 
Mstep: Class 13 contains 8644 members 
Mstep: Class 14 contains 187700 members 
Mstep: Class 15 contains 42293 members 
Mstep: Class 17 contains 183951 members 
Mstep: Class 19 contains 50866 members 
Mstep: Class 20 contains 175267 members 
Mstep: Class 22 contains 8690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161051904.000000 Penalty: 62812.476562
Iteration 13F: 19 clusters Score -1.610519e+08 nChanged 54901
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2561 members 
Mstep: Class 3 contains 37623 members 
Mstep: Class 4 contains 3767 members 
Mstep: Class 6 contains 40924 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 334009 members 
Mstep: Class 10 contains 190847 members 
Mstep: Class 11 contains 8751 members 
Mstep: Class 12 contains 2551 members 
Mstep: Class 13 contains 7741 members 
Mstep: Class 14 contains 183231 members 
Mstep: Class 15 contains 45923 members 
Mstep: Class 17 contains 186002 members 
Mstep: Class 19 contains 53929 members 
Mstep: Class 20 contains 173953 members 
Mstep: Class 22 contains 8302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161074080.000000 Penalty: 62812.476562
Iteration 14Q: 19 clusters Score -1.610741e+08 nChanged 49489
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 2561 members 
Mstep: Class 3 contains 37145 members 
Mstep: Class 4 contains 3713 members 
Mstep: Class 6 contains 44403 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 329394 members 
Mstep: Class 10 contains 190997 members 
Mstep: Class 11 contains 9136 members 
Mstep: Class 12 contains 2590 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 179221 members 
Mstep: Class 15 contains 48663 members 
Mstep: Class 17 contains 186620 members 
Mstep: Class 19 contains 56810 members 
Mstep: Class 20 contains 173594 members 
Mstep: Class 22 contains 8077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161093152.000000 Penalty: 62812.476562
Iteration 15Q: 19 clusters Score -1.610932e+08 nChanged 44178
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 36912 members 
Mstep: Class 4 contains 3638 members 
Mstep: Class 6 contains 48323 members 
Mstep: Class 7 contains 2592 members 
Mstep: Class 8 contains 621 members 
Mstep: Class 9 contains 325487 members 
Mstep: Class 10 contains 190296 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 2629 members 
Mstep: Class 13 contains 6119 members 
Mstep: Class 14 contains 176108 members 
Mstep: Class 15 contains 50828 members 
Mstep: Class 17 contains 186125 members 
Mstep: Class 19 contains 59260 members 
Mstep: Class 20 contains 173747 members 
Mstep: Class 22 contains 7952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161109232.000000 Penalty: 62812.476562
Iteration 16Q: 19 clusters Score -1.611092e+08 nChanged 39472
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2559 members 
Mstep: Class 3 contains 36884 members 
Mstep: Class 4 contains 3573 members 
Mstep: Class 6 contains 52770 members 
Mstep: Class 7 contains 2548 members 
Mstep: Class 8 contains 638 members 
Mstep: Class 9 contains 321921 members 
Mstep: Class 10 contains 188542 members 
Mstep: Class 11 contains 9769 members 
Mstep: Class 12 contains 2682 members 
Mstep: Class 13 contains 5453 members 
Mstep: Class 14 contains 173689 members 
Mstep: Class 15 contains 52668 members 
Mstep: Class 17 contains 185212 members 
Mstep: Class 19 contains 61366 members 
Mstep: Class 20 contains 174079 members 
Mstep: Class 22 contains 8005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161122800.000000 Penalty: 62812.476562
Iteration 17Q: 19 clusters Score -1.611228e+08 nChanged 35404
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2559 members 
Mstep: Class 3 contains 36982 members 
Mstep: Class 4 contains 3510 members 
Mstep: Class 6 contains 57639 members 
Mstep: Class 7 contains 2505 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 318602 members 
Mstep: Class 10 contains 186147 members 
Mstep: Class 11 contains 9969 members 
Mstep: Class 12 contains 2733 members 
Mstep: Class 13 contains 4913 members 
Mstep: Class 14 contains 171806 members 
Mstep: Class 15 contains 54305 members 
Mstep: Class 17 contains 184149 members 
Mstep: Class 19 contains 63169 members 
Mstep: Class 20 contains 174294 members 
Mstep: Class 22 contains 8145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161134288.000000 Penalty: 62812.476562
Iteration 18Q: 19 clusters Score -1.611343e+08 nChanged 32033
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2559 members 
Mstep: Class 3 contains 37185 members 
Mstep: Class 4 contains 3455 members 
Mstep: Class 6 contains 62926 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 659 members 
Mstep: Class 9 contains 315490 members 
Mstep: Class 10 contains 183156 members 
Mstep: Class 11 contains 10142 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 4438 members 
Mstep: Class 14 contains 170420 members 
Mstep: Class 15 contains 55750 members 
Mstep: Class 17 contains 183083 members 
Mstep: Class 19 contains 64710 members 
Mstep: Class 20 contains 174183 members 
Mstep: Class 22 contains 8451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161145184.000000 Penalty: 62812.476562
Iteration 19Q: 19 clusters Score -1.611452e+08 nChanged 29951
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 37455 members 
Mstep: Class 4 contains 3394 members 
Mstep: Class 6 contains 68639 members 
Mstep: Class 7 contains 2395 members 
Mstep: Class 8 contains 664 members 
Mstep: Class 9 contains 312563 members 
Mstep: Class 10 contains 180029 members 
Mstep: Class 11 contains 10233 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 4069 members 
Mstep: Class 14 contains 169649 members 
Mstep: Class 15 contains 57081 members 
Mstep: Class 17 contains 181831 members 
Mstep: Class 19 contains 65916 members 
Mstep: Class 20 contains 173477 members 
Mstep: Class 22 contains 8889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161156576.000000 Penalty: 62812.476562
Iteration 20F: 19 clusters Score -1.611566e+08 nChanged 28707
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 37778 members 
Mstep: Class 4 contains 3371 members 
Mstep: Class 6 contains 74891 members 
Mstep: Class 7 contains 2304 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 309858 members 
Mstep: Class 10 contains 177014 members 
Mstep: Class 11 contains 10304 members 
Mstep: Class 12 contains 2978 members 
Mstep: Class 13 contains 3717 members 
Mstep: Class 14 contains 169209 members 
Mstep: Class 15 contains 58285 members 
Mstep: Class 17 contains 180336 members 
Mstep: Class 19 contains 66801 members 
Mstep: Class 20 contains 172161 members 
Mstep: Class 22 contains 9405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161167440.000000 Penalty: 62812.476562
Iteration 21Q: 19 clusters Score -1.611674e+08 nChanged 27988
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 38185 members 
Mstep: Class 4 contains 3368 members 
Mstep: Class 6 contains 81423 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 672 members 
Mstep: Class 9 contains 307102 members 
Mstep: Class 10 contains 174177 members 
Mstep: Class 11 contains 10370 members 
Mstep: Class 12 contains 3100 members 
Mstep: Class 13 contains 3411 members 
Mstep: Class 14 contains 168860 members 
Mstep: Class 15 contains 59402 members 
Mstep: Class 17 contains 178911 members 
Mstep: Class 19 contains 67382 members 
Mstep: Class 20 contains 170436 members 
Mstep: Class 22 contains 10067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161177568.000000 Penalty: 62812.476562
Iteration 22Q: 19 clusters Score -1.611776e+08 nChanged 27416
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 38613 members 
Mstep: Class 4 contains 3376 members 
Mstep: Class 6 contains 88185 members 
Mstep: Class 7 contains 2060 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 304354 members 
Mstep: Class 10 contains 171680 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 3239 members 
Mstep: Class 13 contains 3138 members 
Mstep: Class 14 contains 168618 members 
Mstep: Class 15 contains 60433 members 
Mstep: Class 17 contains 177280 members 
Mstep: Class 19 contains 67656 members 
Mstep: Class 20 contains 168525 members 
Mstep: Class 22 contains 10795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161188928.000000 Penalty: 62812.476562
Iteration 23Q: 19 clusters Score -1.611889e+08 nChanged 27008
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 39071 members 
Mstep: Class 4 contains 3335 members 
Mstep: Class 6 contains 95101 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 9 contains 302013 members 
Mstep: Class 10 contains 169445 members 
Mstep: Class 11 contains 10462 members 
Mstep: Class 12 contains 3406 members 
Mstep: Class 13 contains 2898 members 
Mstep: Class 14 contains 168327 members 
Mstep: Class 15 contains 61320 members 
Mstep: Class 17 contains 175345 members 
Mstep: Class 19 contains 67562 members 
Mstep: Class 20 contains 166641 members 
Mstep: Class 22 contains 11613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161200832.000000 Penalty: 62812.476562
Iteration 24Q: 19 clusters Score -1.612008e+08 nChanged 26559
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 39530 members 
Mstep: Class 4 contains 3301 members 
Mstep: Class 6 contains 101949 members 
Mstep: Class 7 contains 1713 members 
Mstep: Class 8 contains 694 members 
Mstep: Class 9 contains 299737 members 
Mstep: Class 10 contains 167577 members 
Mstep: Class 11 contains 10469 members 
Mstep: Class 12 contains 3579 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 167855 members 
Mstep: Class 15 contains 62083 members 
Mstep: Class 17 contains 173359 members 
Mstep: Class 19 contains 67322 members 
Mstep: Class 20 contains 164991 members 
Mstep: Class 22 contains 12328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3317.040283 but Gain 3489.582031
Score: -161212416.000000 Penalty: 59322.894531
Iteration 25Q: 18 clusters Score -1.612124e+08 nChanged 28882
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 40008 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 6 contains 109387 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 297705 members 
Mstep: Class 10 contains 166365 members 
Mstep: Class 11 contains 10493 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 14 contains 168018 members 
Mstep: Class 15 contains 62725 members 
Mstep: Class 17 contains 171501 members 
Mstep: Class 19 contains 67014 members 
Mstep: Class 20 contains 163673 members 
Mstep: Class 22 contains 13111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161224640.000000 Penalty: 59322.894531
Iteration 26Q: 18 clusters Score -1.612246e+08 nChanged 26403
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 40457 members 
Mstep: Class 4 contains 3197 members 
Mstep: Class 6 contains 116254 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 699 members 
Mstep: Class 9 contains 295390 members 
Mstep: Class 10 contains 164826 members 
Mstep: Class 11 contains 10492 members 
Mstep: Class 12 contains 3722 members 
Mstep: Class 14 contains 167469 members 
Mstep: Class 15 contains 63296 members 
Mstep: Class 17 contains 169392 members 
Mstep: Class 19 contains 66557 members 
Mstep: Class 20 contains 162379 members 
Mstep: Class 22 contains 13703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161234240.000000 Penalty: 59322.894531
Iteration 27Q: 18 clusters Score -1.612342e+08 nChanged 26136
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 40862 members 
Mstep: Class 4 contains 3136 members 
Mstep: Class 6 contains 123020 members 
Mstep: Class 7 contains 1540 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 293453 members 
Mstep: Class 10 contains 163236 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 14 contains 166924 members 
Mstep: Class 15 contains 63735 members 
Mstep: Class 17 contains 167303 members 
Mstep: Class 19 contains 66010 members 
Mstep: Class 20 contains 161233 members 
Mstep: Class 22 contains 14160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161245312.000000 Penalty: 59322.894531
Iteration 28Q: 18 clusters Score -1.612453e+08 nChanged 25827
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 41244 members 
Mstep: Class 4 contains 3043 members 
Mstep: Class 6 contains 129509 members 
Mstep: Class 7 contains 1533 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 291496 members 
Mstep: Class 10 contains 161772 members 
Mstep: Class 11 contains 10489 members 
Mstep: Class 12 contains 3768 members 
Mstep: Class 14 contains 166652 members 
Mstep: Class 15 contains 64099 members 
Mstep: Class 17 contains 165289 members 
Mstep: Class 19 contains 65410 members 
Mstep: Class 20 contains 160158 members 
Mstep: Class 22 contains 14574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161253264.000000 Penalty: 59322.894531
Iteration 29Q: 18 clusters Score -1.612533e+08 nChanged 24236
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 41595 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 6 contains 135435 members 
Mstep: Class 7 contains 1533 members 
Mstep: Class 8 contains 703 members 
Mstep: Class 9 contains 290084 members 
Mstep: Class 10 contains 160385 members 
Mstep: Class 11 contains 10501 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 14 contains 166357 members 
Mstep: Class 15 contains 64364 members 
Mstep: Class 17 contains 163402 members 
Mstep: Class 19 contains 64703 members 
Mstep: Class 20 contains 159226 members 
Mstep: Class 22 contains 14915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161259376.000000 Penalty: 59322.894531
Iteration 30Q: 18 clusters Score -1.612594e+08 nChanged 22423
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 41913 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 6 contains 141046 members 
Mstep: Class 7 contains 1534 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 9 contains 288468 members 
Mstep: Class 10 contains 159207 members 
Mstep: Class 11 contains 10511 members 
Mstep: Class 12 contains 3785 members 
Mstep: Class 14 contains 166044 members 
Mstep: Class 15 contains 64580 members 
Mstep: Class 17 contains 161908 members 
Mstep: Class 19 contains 64068 members 
Mstep: Class 20 contains 158407 members 
Mstep: Class 22 contains 15180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161265392.000000 Penalty: 59322.894531
Iteration 31Q: 18 clusters Score -1.612654e+08 nChanged 20932
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 42222 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 6 contains 146679 members 
Mstep: Class 7 contains 1535 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 286518 members 
Mstep: Class 10 contains 158145 members 
Mstep: Class 11 contains 10532 members 
Mstep: Class 12 contains 3792 members 
Mstep: Class 14 contains 165446 members 
Mstep: Class 15 contains 64760 members 
Mstep: Class 17 contains 160800 members 
Mstep: Class 19 contains 63388 members 
Mstep: Class 20 contains 157745 members 
Mstep: Class 22 contains 15401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161269184.000000 Penalty: 59322.894531
Iteration 32Q: 18 clusters Score -1.612692e+08 nChanged 20051
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 42509 members 
Mstep: Class 4 contains 2704 members 
Mstep: Class 6 contains 152804 members 
Mstep: Class 7 contains 1530 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 284122 members 
Mstep: Class 10 contains 157247 members 
Mstep: Class 11 contains 10551 members 
Mstep: Class 12 contains 3795 members 
Mstep: Class 14 contains 164470 members 
Mstep: Class 15 contains 64914 members 
Mstep: Class 17 contains 159800 members 
Mstep: Class 19 contains 62769 members 
Mstep: Class 20 contains 157094 members 
Mstep: Class 22 contains 15602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161272032.000000 Penalty: 59322.894531
Iteration 33Q: 18 clusters Score -1.61272e+08 nChanged 20100
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 42798 members 
Mstep: Class 4 contains 2629 members 
Mstep: Class 6 contains 159868 members 
Mstep: Class 7 contains 1533 members 
Mstep: Class 8 contains 710 members 
Mstep: Class 9 contains 280729 members 
Mstep: Class 10 contains 156344 members 
Mstep: Class 11 contains 10581 members 
Mstep: Class 12 contains 3796 members 
Mstep: Class 14 contains 163205 members 
Mstep: Class 15 contains 65019 members 
Mstep: Class 17 contains 158951 members 
Mstep: Class 19 contains 62207 members 
Mstep: Class 20 contains 156515 members 
Mstep: Class 22 contains 15730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161273152.000000 Penalty: 59322.894531
Iteration 34Q: 18 clusters Score -1.612732e+08 nChanged 20490
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 43065 members 
Mstep: Class 4 contains 2566 members 
Mstep: Class 6 contains 167054 members 
Mstep: Class 7 contains 1536 members 
Mstep: Class 8 contains 712 members 
Mstep: Class 9 contains 276718 members 
Mstep: Class 10 contains 155729 members 
Mstep: Class 11 contains 10612 members 
Mstep: Class 12 contains 3801 members 
Mstep: Class 14 contains 161958 members 
Mstep: Class 15 contains 65036 members 
Mstep: Class 17 contains 158250 members 
Mstep: Class 19 contains 61669 members 
Mstep: Class 20 contains 155926 members 
Mstep: Class 22 contains 15838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161273168.000000 Penalty: 59322.894531
Iteration 35Q: 18 clusters Score -1.612732e+08 nChanged 19990
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 43359 members 
Mstep: Class 4 contains 2523 members 
Mstep: Class 6 contains 172675 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 712 members 
Mstep: Class 9 contains 272715 members 
Mstep: Class 10 contains 155521 members 
Mstep: Class 11 contains 10645 members 
Mstep: Class 12 contains 3802 members 
Mstep: Class 14 contains 161070 members 
Mstep: Class 15 contains 65015 members 
Mstep: Class 17 contains 157871 members 
Mstep: Class 19 contains 61135 members 
Mstep: Class 20 contains 155736 members 
Mstep: Class 22 contains 15912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161273232.000000 Penalty: 59322.894531
Iteration 36Q: 18 clusters Score -1.612732e+08 nChanged 17819
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 43628 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 6 contains 175561 members 
Mstep: Class 7 contains 1541 members 
Mstep: Class 8 contains 712 members 
Mstep: Class 9 contains 269472 members 
Mstep: Class 10 contains 155943 members 
Mstep: Class 11 contains 10670 members 
Mstep: Class 12 contains 3802 members 
Mstep: Class 14 contains 160673 members 
Mstep: Class 15 contains 64923 members 
Mstep: Class 17 contains 157784 members 
Mstep: Class 19 contains 60720 members 
Mstep: Class 20 contains 155944 members 
Mstep: Class 22 contains 16077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161272512.000000 Penalty: 59322.894531
Iteration 37Q: 18 clusters Score -1.612725e+08 nChanged 15453
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 43890 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 6 contains 175791 members 
Mstep: Class 7 contains 1544 members 
Mstep: Class 8 contains 712 members 
Mstep: Class 9 contains 266992 members 
Mstep: Class 10 contains 156900 members 
Mstep: Class 11 contains 10716 members 
Mstep: Class 12 contains 3805 members 
Mstep: Class 14 contains 160893 members 
Mstep: Class 15 contains 64868 members 
Mstep: Class 17 contains 157920 members 
Mstep: Class 19 contains 60349 members 
Mstep: Class 20 contains 156615 members 
Mstep: Class 22 contains 16172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3441.528320 but Gain 3489.582031
Score: -161274032.000000 Penalty: 55833.312500
Iteration 38Q: 17 clusters Score -1.61274e+08 nChanged 14813
Entering ConstructFrom: 
Score: -161274032.000000 Penalty: 55833.312500
Entering ConstructFrom: 
Trying to split cluster 1 (9084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Entering Unmasked Estep 
Score: -1158727.500000 Penalty: 2260.339111
	Iteration 0F: 2 clusters Score -1158728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1151571.000000 Penalty: 4520.678223
	Iteration 0F: 3 clusters Score -1151571 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1153583.250000 Penalty: 4520.678223
	Iteration 1F: 3 clusters Score -1153583 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1153895.250000 Penalty: 4520.678223
	Iteration 2F: 3 clusters Score -1153895 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1154133.750000 Penalty: 4520.678223
	Iteration 3F: 3 clusters Score -1154134 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1154349.125000 Penalty: 4520.678223
	Iteration 4Q: 3 clusters Score -1154349 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1154504.875000 Penalty: 4520.678223
	Iteration 5Q: 3 clusters Score -1154505 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1154626.125000 Penalty: 4520.678223
	Iteration 6Q: 3 clusters Score -1154626 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1154751.500000 Penalty: 4520.678223
	Iteration 7Q: 3 clusters Score -1154752 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1154875.125000 Penalty: 4520.678223
	Iteration 8Q: 3 clusters Score -1154875 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1154988.375000 Penalty: 4520.678223
	Iteration 9Q: 3 clusters Score -1154988 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1155094.000000 Penalty: 4520.678223
	Iteration 10Q: 3 clusters Score -1155094 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1155188.000000 Penalty: 4520.678223
	Iteration 11Q: 3 clusters Score -1155188 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1155258.625000 Penalty: 4520.678223
	Iteration 12Q: 3 clusters Score -1155259 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1155337.750000 Penalty: 4520.678223
	Iteration 13Q: 3 clusters Score -1155338 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1155427.625000 Penalty: 4520.678223
	Iteration 14Q: 3 clusters Score -1155428 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1155509.750000 Penalty: 4520.678223
	Iteration 15Q: 3 clusters Score -1155510 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1155574.875000 Penalty: 4520.678223
	Iteration 16Q: 3 clusters Score -1155575 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1155635.000000 Penalty: 4520.678223
	Iteration 17Q: 3 clusters Score -1155635 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1155706.375000 Penalty: 4520.678223
	Iteration 18Q: 3 clusters Score -1155706 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1155768.625000 Penalty: 4520.678223
	Iteration 19Q: 3 clusters Score -1155769 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1155825.000000 Penalty: 4520.678223
	Iteration 20F: 3 clusters Score -1155825 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1155875.750000 Penalty: 4520.678223
	Iteration 21Q: 3 clusters Score -1155876 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1155922.000000 Penalty: 4520.678223
	Iteration 22Q: 3 clusters Score -1155922 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1155973.000000 Penalty: 4520.678223
	Iteration 23Q: 3 clusters Score -1155973 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1156020.625000 Penalty: 4520.678223
	Iteration 24Q: 3 clusters Score -1156021 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1156074.375000 Penalty: 4520.678223
	Iteration 25Q: 3 clusters Score -1156074 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1156119.000000 Penalty: 4520.678223
	Iteration 26Q: 3 clusters Score -1156119 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1156161.750000 Penalty: 4520.678223
	Iteration 27Q: 3 clusters Score -1156162 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1156215.875000 Penalty: 4520.678223
	Iteration 28Q: 3 clusters Score -1156216 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1156274.500000 Penalty: 4520.678223
	Iteration 29Q: 3 clusters Score -1156274 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1156327.500000 Penalty: 4520.678223
	Iteration 30Q: 3 clusters Score -1156328 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1156373.500000 Penalty: 4520.678223
	Iteration 31Q: 3 clusters Score -1156374 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1156424.500000 Penalty: 4520.678223
	Iteration 32Q: 3 clusters Score -1156424 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1156475.000000 Penalty: 4520.678223
	Iteration 33Q: 3 clusters Score -1156475 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1156507.875000 Penalty: 4520.678223
	Iteration 34Q: 3 clusters Score -1156508 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1156539.500000 Penalty: 4520.678223
	Iteration 35Q: 3 clusters Score -1156540 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1156574.250000 Penalty: 4520.678223
	Iteration 36Q: 3 clusters Score -1156574 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1156616.250000 Penalty: 4520.678223
	Iteration 37Q: 3 clusters Score -1156616 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1156665.250000 Penalty: 4520.678223
	Iteration 38Q: 3 clusters Score -1156665 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1156723.500000 Penalty: 4520.678223
	Iteration 39Q: 3 clusters Score -1156724 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1156776.375000 Penalty: 4520.678223
	Iteration 40F: 3 clusters Score -1156776 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1156817.250000 Penalty: 4520.678223
	Iteration 41Q: 3 clusters Score -1156817 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1156854.750000 Penalty: 4520.678223
	Iteration 42Q: 3 clusters Score -1156855 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1156884.125000 Penalty: 4520.678223
	Iteration 43Q: 3 clusters Score -1156884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1156910.125000 Penalty: 4520.678223
	Iteration 44Q: 3 clusters Score -1156910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1156938.625000 Penalty: 4520.678223
	Iteration 45Q: 3 clusters Score -1156939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1156957.625000 Penalty: 4520.678223
	Iteration 46Q: 3 clusters Score -1156958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1156966.750000 Penalty: 4520.678223
	Iteration 47Q: 3 clusters Score -1156967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1156974.500000 Penalty: 4520.678223
	Iteration 48Q: 3 clusters Score -1156974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1156980.750000 Penalty: 4520.678223
	Iteration 49Q: 3 clusters Score -1156981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1156990.750000 Penalty: 4520.678223
	Iteration 50Q: 3 clusters Score -1156991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1156999.375000 Penalty: 4520.678223
	Iteration 51Q: 3 clusters Score -1156999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1157007.625000 Penalty: 4520.678223
	Iteration 52Q: 3 clusters Score -1157008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1157011.250000 Penalty: 4520.678223
	Iteration 53Q: 3 clusters Score -1157011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1157012.000000 Penalty: 4520.678223
	Iteration 54Q: 3 clusters Score -1157012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1157012.000000 Penalty: 4520.678223
	Iteration 55Q: 3 clusters Score -1157012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1157012.000000 Penalty: 4520.678223
	Iteration 56F: 3 clusters Score -1157012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -241747.140625 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -241747.1 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 1267 members 
Entering Unmasked Estep 
Score: -239047.703125 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -239047.7 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -241798.140625 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -241798.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -244941.890625 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -244941.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -246679.312500 Penalty: 3891.714844
	Iteration 3F: 3 clusters Score -246679.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -247529.281250 Penalty: 3891.714844
	Iteration 4Q: 3 clusters Score -247529.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -248251.625000 Penalty: 3891.714844
	Iteration 5Q: 3 clusters Score -248251.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -248593.640625 Penalty: 3891.714844
	Iteration 6Q: 3 clusters Score -248593.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -248714.093750 Penalty: 3891.714844
	Iteration 7Q: 3 clusters Score -248714.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -248812.781250 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -248812.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -248886.484375 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -248886.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -248900.859375 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -248900.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -248901.578125 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -248901.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -248901.578125 Penalty: 3891.714844
	Iteration 12F: 3 clusters Score -248901.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 44128 members 
Mstep: Class 4 contains 1040 members 
Mstep: Class 6 contains 174277 members 
Mstep: Class 7 contains 1545 members 
Mstep: Class 8 contains 712 members 
Mstep: Class 9 contains 265562 members 
Mstep: Class 10 contains 159466 members 
Mstep: Class 11 contains 10760 members 
Mstep: Class 12 contains 3808 members 
Mstep: Class 14 contains 161760 members 
Mstep: Class 15 contains 64855 members 
Mstep: Class 17 contains 158331 members 
Mstep: Class 19 contains 60137 members 
Mstep: Class 20 contains 157634 members 
Mstep: Class 22 contains 16335 members 
Entering Unmasked Estep 
Score: -161281936.000000 Penalty: 59322.894531
Splitting cluster 2 changes total score from -161274032.000000 to -161281936.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (44128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Entering Unmasked Estep 
Score: -5615227.500000 Penalty: 2652.322754
	Iteration 0F: 2 clusters Score -5615228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -5585480.000000 Penalty: 5304.645508
	Iteration 0F: 3 clusters Score -5585480 nChanged 20260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -5596505.500000 Penalty: 5304.645508
	Iteration 1F: 3 clusters Score -5596506 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -5597115.000000 Penalty: 5304.645508
	Iteration 2Q: 3 clusters Score -5597115 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -5597772.000000 Penalty: 5304.645508
	Iteration 3Q: 3 clusters Score -5597772 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -5598609.000000 Penalty: 5304.645508
	Iteration 4Q: 3 clusters Score -5598609 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -5599544.000000 Penalty: 5304.645508
	Iteration 5Q: 3 clusters Score -5599544 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -5600669.500000 Penalty: 5304.645508
	Iteration 6F: 3 clusters Score -5600670 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -5602108.500000 Penalty: 5304.645508
	Iteration 7F: 3 clusters Score -5602108 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -5604019.500000 Penalty: 5304.645508
	Iteration 8F: 3 clusters Score -5604020 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -5606168.500000 Penalty: 5304.645508
	Iteration 9F: 3 clusters Score -5606168 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -5608477.500000 Penalty: 5304.645508
	Iteration 10F: 3 clusters Score -5608478 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -5610743.500000 Penalty: 5304.645508
	Iteration 11Q: 3 clusters Score -5610744 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -5611917.000000 Penalty: 5304.645508
	Iteration 12Q: 3 clusters Score -5611917 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -5612453.000000 Penalty: 5304.645508
	Iteration 13Q: 3 clusters Score -5612453 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -5612764.000000 Penalty: 5304.645508
	Iteration 14Q: 3 clusters Score -5612764 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -5612955.000000 Penalty: 5304.645508
	Iteration 15Q: 3 clusters Score -5612955 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -5613086.000000 Penalty: 5304.645508
	Iteration 16Q: 3 clusters Score -5613086 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -5613221.500000 Penalty: 5304.645508
	Iteration 17Q: 3 clusters Score -5613222 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -5613330.500000 Penalty: 5304.645508
	Iteration 18Q: 3 clusters Score -5613330 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -5613404.000000 Penalty: 5304.645508
	Iteration 19Q: 3 clusters Score -5613404 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -5613433.000000 Penalty: 5304.645508
	Iteration 20F: 3 clusters Score -5613433 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -5613474.000000 Penalty: 5304.645508
	Iteration 21Q: 3 clusters Score -5613474 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -5613516.000000 Penalty: 5304.645508
	Iteration 22Q: 3 clusters Score -5613516 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -5613552.500000 Penalty: 5304.645508
	Iteration 23Q: 3 clusters Score -5613552 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -5613573.500000 Penalty: 5304.645508
	Iteration 24Q: 3 clusters Score -5613574 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -5613582.500000 Penalty: 5304.645508
	Iteration 25Q: 3 clusters Score -5613582 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -5613600.000000 Penalty: 5304.645508
	Iteration 26Q: 3 clusters Score -5613600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -5613618.500000 Penalty: 5304.645508
	Iteration 27Q: 3 clusters Score -5613618 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -5613619.000000 Penalty: 5304.645508
	Iteration 28Q: 3 clusters Score -5613619 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -5613617.500000 Penalty: 5304.645508
	Iteration 29Q: 3 clusters Score -5613618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -5613620.500000 Penalty: 5304.645508
	Iteration 30Q: 3 clusters Score -5613620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -5613634.000000 Penalty: 5304.645508
	Iteration 31Q: 3 clusters Score -5613634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -5613647.000000 Penalty: 5304.645508
	Iteration 32Q: 3 clusters Score -5613647 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -5613660.000000 Penalty: 5304.645508
	Iteration 33Q: 3 clusters Score -5613660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -5613670.500000 Penalty: 5304.645508
	Iteration 34Q: 3 clusters Score -5613670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -5613676.500000 Penalty: 5304.645508
	Iteration 35Q: 3 clusters Score -5613676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -5613674.500000 Penalty: 5304.645508
	Iteration 36Q: 3 clusters Score -5613674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -5613677.000000 Penalty: 5304.645508
	Iteration 37Q: 3 clusters Score -5613677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -5613682.500000 Penalty: 5304.645508
	Iteration 38Q: 3 clusters Score -5613682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -5613686.500000 Penalty: 5304.645508
	Iteration 39Q: 3 clusters Score -5613686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -5613699.500000 Penalty: 5304.645508
	Iteration 40F: 3 clusters Score -5613700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -5613715.000000 Penalty: 5304.645508
	Iteration 41Q: 3 clusters Score -5613715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -5613721.500000 Penalty: 5304.645508
	Iteration 42Q: 3 clusters Score -5613722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -5613724.000000 Penalty: 5304.645508
	Iteration 43Q: 3 clusters Score -5613724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -5613723.000000 Penalty: 5304.645508
	Iteration 44Q: 3 clusters Score -5613723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -5613736.000000 Penalty: 5304.645508
	Iteration 45Q: 3 clusters Score -5613736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -5613740.000000 Penalty: 5304.645508
	Iteration 46Q: 3 clusters Score -5613740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -5613747.000000 Penalty: 5304.645508
	Iteration 47Q: 3 clusters Score -5613747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -5613743.000000 Penalty: 5304.645508
	Iteration 48Q: 3 clusters Score -5613743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -5613744.500000 Penalty: 5304.645508
	Iteration 49Q: 3 clusters Score -5613744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -5613741.500000 Penalty: 5304.645508
	Iteration 50Q: 3 clusters Score -5613742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -5613743.000000 Penalty: 5304.645508
	Iteration 51Q: 3 clusters Score -5613743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -5613735.500000 Penalty: 5304.645508
	Iteration 52Q: 3 clusters Score -5613736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -5613735.500000 Penalty: 5304.645508
	Iteration 53Q: 3 clusters Score -5613736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -5613731.500000 Penalty: 5304.645508
	Iteration 54Q: 3 clusters Score -5613732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -5613737.000000 Penalty: 5304.645508
	Iteration 55Q: 3 clusters Score -5613737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -5613737.000000 Penalty: 5304.645508
	Iteration 56F: 3 clusters Score -5613737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174277 members 
Entering Unmasked Estep 
Score: -22292248.000000 Penalty: 2992.963623
	Iteration 0F: 2 clusters Score -2.229225e+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 87354 members 
Entering Unmasked Estep 
Score: -22189156.000000 Penalty: 5985.927246
	Iteration 0F: 3 clusters Score -2.218916e+07 nChanged 83869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84416 members 
Mstep: Class 2 contains 89861 members 
Entering Unmasked Estep 
Score: -22238420.000000 Penalty: 5985.927246
	Iteration 1F: 3 clusters Score -2.223842e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82962 members 
Mstep: Class 2 contains 91315 members 
Entering Unmasked Estep 
Score: -22239716.000000 Penalty: 5985.927246
	Iteration 2Q: 3 clusters Score -2.223972e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80791 members 
Mstep: Class 2 contains 93486 members 
Entering Unmasked Estep 
Score: -22241306.000000 Penalty: 5985.927246
	Iteration 3Q: 3 clusters Score -2.224131e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77695 members 
Mstep: Class 2 contains 96582 members 
Entering Unmasked Estep 
Score: -22243804.000000 Penalty: 5985.927246
	Iteration 4Q: 3 clusters Score -2.22438e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 100858 members 
Entering Unmasked Estep 
Score: -22248004.000000 Penalty: 5985.927246
	Iteration 5Q: 3 clusters Score -2.2248e+07 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 106007 members 
Entering Unmasked Estep 
Score: -22254964.000000 Penalty: 5985.927246
	Iteration 6F: 3 clusters Score -2.225496e+07 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 111168 members 
Entering Unmasked Estep 
Score: -22264014.000000 Penalty: 5985.927246
	Iteration 7F: 3 clusters Score -2.226401e+07 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 114731 members 
Entering Unmasked Estep 
Score: -22273054.000000 Penalty: 5985.927246
	Iteration 8F: 3 clusters Score -2.227305e+07 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 116622 members 
Entering Unmasked Estep 
Score: -22278204.000000 Penalty: 5985.927246
	Iteration 9F: 3 clusters Score -2.22782e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 117754 members 
Entering Unmasked Estep 
Score: -22280016.000000 Penalty: 5985.927246
	Iteration 10Q: 3 clusters Score -2.228002e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 118806 members 
Entering Unmasked Estep 
Score: -22280880.000000 Penalty: 5985.927246
	Iteration 11Q: 3 clusters Score -2.228088e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 119831 members 
Entering Unmasked Estep 
Score: -22281612.000000 Penalty: 5985.927246
	Iteration 12Q: 3 clusters Score -2.228161e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 120820 members 
Entering Unmasked Estep 
Score: -22282102.000000 Penalty: 5985.927246
	Iteration 13Q: 3 clusters Score -2.22821e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 121775 members 
Entering Unmasked Estep 
Score: -22282726.000000 Penalty: 5985.927246
	Iteration 14Q: 3 clusters Score -2.228273e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 122717 members 
Entering Unmasked Estep 
Score: -22283290.000000 Penalty: 5985.927246
	Iteration 15Q: 3 clusters Score -2.228329e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 123609 members 
Entering Unmasked Estep 
Score: -22283792.000000 Penalty: 5985.927246
	Iteration 16Q: 3 clusters Score -2.228379e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 124465 members 
Entering Unmasked Estep 
Score: -22284238.000000 Penalty: 5985.927246
	Iteration 17Q: 3 clusters Score -2.228424e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 125275 members 
Entering Unmasked Estep 
Score: -22284680.000000 Penalty: 5985.927246
	Iteration 18Q: 3 clusters Score -2.228468e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 126137 members 
Entering Unmasked Estep 
Score: -22285092.000000 Penalty: 5985.927246
	Iteration 19Q: 3 clusters Score -2.228509e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 127075 members 
Entering Unmasked Estep 
Score: -22285608.000000 Penalty: 5985.927246
	Iteration 20F: 3 clusters Score -2.228561e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 128041 members 
Entering Unmasked Estep 
Score: -22286014.000000 Penalty: 5985.927246
	Iteration 21Q: 3 clusters Score -2.228601e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 129025 members 
Entering Unmasked Estep 
Score: -22286472.000000 Penalty: 5985.927246
	Iteration 22Q: 3 clusters Score -2.228647e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 130004 members 
Entering Unmasked Estep 
Score: -22286886.000000 Penalty: 5985.927246
	Iteration 23Q: 3 clusters Score -2.228689e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 131101 members 
Entering Unmasked Estep 
Score: -22287318.000000 Penalty: 5985.927246
	Iteration 24Q: 3 clusters Score -2.228732e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 132299 members 
Entering Unmasked Estep 
Score: -22287850.000000 Penalty: 5985.927246
	Iteration 25Q: 3 clusters Score -2.228785e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 133498 members 
Entering Unmasked Estep 
Score: -22288352.000000 Penalty: 5985.927246
	Iteration 26Q: 3 clusters Score -2.228835e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 134701 members 
Entering Unmasked Estep 
Score: -22288840.000000 Penalty: 5985.927246
	Iteration 27Q: 3 clusters Score -2.228884e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 135996 members 
Entering Unmasked Estep 
Score: -22289290.000000 Penalty: 5985.927246
	Iteration 28Q: 3 clusters Score -2.228929e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 137370 members 
Entering Unmasked Estep 
Score: -22289962.000000 Penalty: 5985.927246
	Iteration 29Q: 3 clusters Score -2.228996e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 138781 members 
Entering Unmasked Estep 
Score: -22290504.000000 Penalty: 5985.927246
	Iteration 30Q: 3 clusters Score -2.22905e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 140182 members 
Entering Unmasked Estep 
Score: -22290966.000000 Penalty: 5985.927246
	Iteration 31Q: 3 clusters Score -2.229097e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 141624 members 
Entering Unmasked Estep 
Score: -22291310.000000 Penalty: 5985.927246
	Iteration 32Q: 3 clusters Score -2.229131e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 143084 members 
Entering Unmasked Estep 
Score: -22291746.000000 Penalty: 5985.927246
	Iteration 33Q: 3 clusters Score -2.229175e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 144491 members 
Entering Unmasked Estep 
Score: -22291966.000000 Penalty: 5985.927246
	Iteration 34Q: 3 clusters Score -2.229197e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 145888 members 
Entering Unmasked Estep 
Score: -22292244.000000 Penalty: 5985.927246
	Iteration 35Q: 3 clusters Score -2.229224e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 147265 members 
Entering Unmasked Estep 
Score: -22292400.000000 Penalty: 5985.927246
	Iteration 36Q: 3 clusters Score -2.22924e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 148738 members 
Entering Unmasked Estep 
Score: -22292652.000000 Penalty: 5985.927246
	Iteration 37Q: 3 clusters Score -2.229265e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 150267 members 
Entering Unmasked Estep 
Score: -22292852.000000 Penalty: 5985.927246
	Iteration 38Q: 3 clusters Score -2.229285e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 151805 members 
Entering Unmasked Estep 
Score: -22293044.000000 Penalty: 5985.927246
	Iteration 39Q: 3 clusters Score -2.229304e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 153370 members 
Entering Unmasked Estep 
Score: -22293076.000000 Penalty: 5985.927246
	Iteration 40F: 3 clusters Score -2.229308e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 154936 members 
Entering Unmasked Estep 
Score: -22293028.000000 Penalty: 5985.927246
	Iteration 41Q: 3 clusters Score -2.229303e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 156517 members 
Entering Unmasked Estep 
Score: -22292882.000000 Penalty: 5985.927246
	Iteration 42Q: 3 clusters Score -2.229288e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 158020 members 
Entering Unmasked Estep 
Score: -22292694.000000 Penalty: 5985.927246
	Iteration 43Q: 3 clusters Score -2.229269e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 159435 members 
Entering Unmasked Estep 
Score: -22292572.000000 Penalty: 5985.927246
	Iteration 44Q: 3 clusters Score -2.229257e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 160742 members 
Entering Unmasked Estep 
Score: -22292386.000000 Penalty: 5985.927246
	Iteration 45Q: 3 clusters Score -2.229239e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 161961 members 
Entering Unmasked Estep 
Score: -22292344.000000 Penalty: 5985.927246
	Iteration 46Q: 3 clusters Score -2.229234e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 163044 members 
Entering Unmasked Estep 
Score: -22292224.000000 Penalty: 5985.927246
	Iteration 47Q: 3 clusters Score -2.229222e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 164052 members 
Entering Unmasked Estep 
Score: -22292066.000000 Penalty: 5985.927246
	Iteration 48Q: 3 clusters Score -2.229207e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 164990 members 
Entering Unmasked Estep 
Score: -22291910.000000 Penalty: 5985.927246
	Iteration 49Q: 3 clusters Score -2.229191e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 165891 members 
Entering Unmasked Estep 
Score: -22291700.000000 Penalty: 5985.927246
	Iteration 50Q: 3 clusters Score -2.22917e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 166667 members 
Entering Unmasked Estep 
Score: -22291650.000000 Penalty: 5985.927246
	Iteration 51Q: 3 clusters Score -2.229165e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 167317 members 
Entering Unmasked Estep 
Score: -22291486.000000 Penalty: 5985.927246
	Iteration 52Q: 3 clusters Score -2.229149e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 167870 members 
Entering Unmasked Estep 
Score: -22291414.000000 Penalty: 5985.927246
	Iteration 53Q: 3 clusters Score -2.229141e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 168381 members 
Entering Unmasked Estep 
Score: -22291356.000000 Penalty: 5985.927246
	Iteration 54Q: 3 clusters Score -2.229136e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 168809 members 
Entering Unmasked Estep 
Score: -22291376.000000 Penalty: 5985.927246
	Iteration 55Q: 3 clusters Score -2.229138e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 169171 members 
Entering Unmasked Estep 
Score: -22291408.000000 Penalty: 5985.927246
	Iteration 56Q: 3 clusters Score -2.229141e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 169464 members 
Entering Unmasked Estep 
Score: -22291338.000000 Penalty: 5985.927246
	Iteration 57Q: 3 clusters Score -2.229134e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 169738 members 
Entering Unmasked Estep 
Score: -22291256.000000 Penalty: 5985.927246
	Iteration 58Q: 3 clusters Score -2.229126e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 169961 members 
Entering Unmasked Estep 
Score: -22291186.000000 Penalty: 5985.927246
	Iteration 59Q: 3 clusters Score -2.229119e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 170178 members 
Entering Unmasked Estep 
Score: -22291176.000000 Penalty: 5985.927246
	Iteration 60F: 3 clusters Score -2.229118e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 170368 members 
Entering Unmasked Estep 
Score: -22291156.000000 Penalty: 5985.927246
	Iteration 61Q: 3 clusters Score -2.229116e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 170527 members 
Entering Unmasked Estep 
Score: -22291154.000000 Penalty: 5985.927246
	Iteration 62Q: 3 clusters Score -2.229115e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 170668 members 
Entering Unmasked Estep 
Score: -22291184.000000 Penalty: 5985.927246
	Iteration 63Q: 3 clusters Score -2.229118e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 170791 members 
Entering Unmasked Estep 
Score: -22291192.000000 Penalty: 5985.927246
	Iteration 64Q: 3 clusters Score -2.229119e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 170902 members 
Entering Unmasked Estep 
Score: -22291176.000000 Penalty: 5985.927246
	Iteration 65Q: 3 clusters Score -2.229118e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 171003 members 
Entering Unmasked Estep 
Score: -22291164.000000 Penalty: 5985.927246
	Iteration 66Q: 3 clusters Score -2.229116e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 171083 members 
Entering Unmasked Estep 
Score: -22291160.000000 Penalty: 5985.927246
	Iteration 67Q: 3 clusters Score -2.229116e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 171164 members 
Entering Unmasked Estep 
Score: -22291114.000000 Penalty: 5985.927246
	Iteration 68Q: 3 clusters Score -2.229111e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 171236 members 
Entering Unmasked Estep 
Score: -22291110.000000 Penalty: 5985.927246
	Iteration 69Q: 3 clusters Score -2.229111e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 171308 members 
Entering Unmasked Estep 
Score: -22291106.000000 Penalty: 5985.927246
	Iteration 70Q: 3 clusters Score -2.229111e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 171364 members 
Entering Unmasked Estep 
Score: -22291086.000000 Penalty: 5985.927246
	Iteration 71Q: 3 clusters Score -2.229109e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 171398 members 
Entering Unmasked Estep 
Score: -22291082.000000 Penalty: 5985.927246
	Iteration 72Q: 3 clusters Score -2.229108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 171426 members 
Entering Unmasked Estep 
Score: -22291060.000000 Penalty: 5985.927246
	Iteration 73Q: 3 clusters Score -2.229106e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 171462 members 
Entering Unmasked Estep 
Score: -22291066.000000 Penalty: 5985.927246
	Iteration 74Q: 3 clusters Score -2.229107e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 171489 members 
Entering Unmasked Estep 
Score: -22291068.000000 Penalty: 5985.927246
	Iteration 75Q: 3 clusters Score -2.229107e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 171511 members 
Entering Unmasked Estep 
Score: -22291070.000000 Penalty: 5985.927246
	Iteration 76Q: 3 clusters Score -2.229107e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 171541 members 
Entering Unmasked Estep 
Score: -22291064.000000 Penalty: 5985.927246
	Iteration 77Q: 3 clusters Score -2.229106e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 171565 members 
Entering Unmasked Estep 
Score: -22291072.000000 Penalty: 5985.927246
	Iteration 78Q: 3 clusters Score -2.229107e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 171592 members 
Entering Unmasked Estep 
Score: -22291080.000000 Penalty: 5985.927246
	Iteration 79Q: 3 clusters Score -2.229108e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 171630 members 
Entering Unmasked Estep 
Score: -22291056.000000 Penalty: 5985.927246
	Iteration 80F: 3 clusters Score -2.229106e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 171665 members 
Entering Unmasked Estep 
Score: -22291038.000000 Penalty: 5985.927246
	Iteration 81Q: 3 clusters Score -2.229104e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 171695 members 
Entering Unmasked Estep 
Score: -22291024.000000 Penalty: 5985.927246
	Iteration 82Q: 3 clusters Score -2.229102e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 171717 members 
Entering Unmasked Estep 
Score: -22291006.000000 Penalty: 5985.927246
	Iteration 83Q: 3 clusters Score -2.229101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 171736 members 
Entering Unmasked Estep 
Score: -22291004.000000 Penalty: 5985.927246
	Iteration 84Q: 3 clusters Score -2.2291e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 171754 members 
Entering Unmasked Estep 
Score: -22291020.000000 Penalty: 5985.927246
	Iteration 85Q: 3 clusters Score -2.229102e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 171777 members 
Entering Unmasked Estep 
Score: -22291010.000000 Penalty: 5985.927246
	Iteration 86Q: 3 clusters Score -2.229101e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 171794 members 
Entering Unmasked Estep 
Score: -22291010.000000 Penalty: 5985.927246
	Iteration 87Q: 3 clusters Score -2.229101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 171805 members 
Entering Unmasked Estep 
Score: -22290994.000000 Penalty: 5985.927246
	Iteration 88Q: 3 clusters Score -2.229099e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 171814 members 
Entering Unmasked Estep 
Score: -22290982.000000 Penalty: 5985.927246
	Iteration 89Q: 3 clusters Score -2.229098e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 171825 members 
Entering Unmasked Estep 
Score: -22290976.000000 Penalty: 5985.927246
	Iteration 90Q: 3 clusters Score -2.229098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 171833 members 
Entering Unmasked Estep 
Score: -22290984.000000 Penalty: 5985.927246
	Iteration 91Q: 3 clusters Score -2.229098e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 171845 members 
Entering Unmasked Estep 
Score: -22290954.000000 Penalty: 5985.927246
	Iteration 92Q: 3 clusters Score -2.229095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 171853 members 
Entering Unmasked Estep 
Score: -22290956.000000 Penalty: 5985.927246
	Iteration 93Q: 3 clusters Score -2.229096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 171859 members 
Entering Unmasked Estep 
Score: -22290964.000000 Penalty: 5985.927246
	Iteration 94Q: 3 clusters Score -2.229096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 171870 members 
Entering Unmasked Estep 
Score: -22290956.000000 Penalty: 5985.927246
	Iteration 95Q: 3 clusters Score -2.229096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 171877 members 
Entering Unmasked Estep 
Score: -22290952.000000 Penalty: 5985.927246
	Iteration 96Q: 3 clusters Score -2.229095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 171881 members 
Entering Unmasked Estep 
Score: -22290940.000000 Penalty: 5985.927246
	Iteration 97Q: 3 clusters Score -2.229094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 171889 members 
Entering Unmasked Estep 
Score: -22290952.000000 Penalty: 5985.927246
	Iteration 98Q: 3 clusters Score -2.229095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 171899 members 
Entering Unmasked Estep 
Score: -22290926.000000 Penalty: 5985.927246
	Iteration 99Q: 3 clusters Score -2.229093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 171912 members 
Entering Unmasked Estep 
Score: -22290922.000000 Penalty: 5985.927246
	Iteration 100F: 3 clusters Score -2.229092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 171916 members 
Entering Unmasked Estep 
Score: -22290904.000000 Penalty: 5985.927246
	Iteration 101Q: 3 clusters Score -2.22909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 171923 members 
Entering Unmasked Estep 
Score: -22290908.000000 Penalty: 5985.927246
	Iteration 102Q: 3 clusters Score -2.229091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 171931 members 
Entering Unmasked Estep 
Score: -22290900.000000 Penalty: 5985.927246
	Iteration 103Q: 3 clusters Score -2.22909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 171936 members 
Entering Unmasked Estep 
Score: -22290878.000000 Penalty: 5985.927246
	Iteration 104Q: 3 clusters Score -2.229088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 171946 members 
Entering Unmasked Estep 
Score: -22290906.000000 Penalty: 5985.927246
	Iteration 105Q: 3 clusters Score -2.229091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 171953 members 
Entering Unmasked Estep 
Score: -22290926.000000 Penalty: 5985.927246
	Iteration 106Q: 3 clusters Score -2.229093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 171955 members 
Entering Unmasked Estep 
Score: -22290924.000000 Penalty: 5985.927246
	Iteration 107Q: 3 clusters Score -2.229092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 171956 members 
Entering Unmasked Estep 
Score: -22290934.000000 Penalty: 5985.927246
	Iteration 108Q: 3 clusters Score -2.229093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 171958 members 
Entering Unmasked Estep 
Score: -22290930.000000 Penalty: 5985.927246
	Iteration 109Q: 3 clusters Score -2.229093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 171959 members 
Entering Unmasked Estep 
Score: -22290908.000000 Penalty: 5985.927246
	Iteration 110Q: 3 clusters Score -2.229091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 171960 members 
Entering Unmasked Estep 
Score: -22290920.000000 Penalty: 5985.927246
	Iteration 111Q: 3 clusters Score -2.229092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 171961 members 
Entering Unmasked Estep 
Score: -22290922.000000 Penalty: 5985.927246
	Iteration 112Q: 3 clusters Score -2.229092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 171962 members 
Entering Unmasked Estep 
Score: -22290906.000000 Penalty: 5985.927246
	Iteration 113Q: 3 clusters Score -2.229091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 171963 members 
Entering Unmasked Estep 
Score: -22290912.000000 Penalty: 5985.927246
	Iteration 114Q: 3 clusters Score -2.229091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 171963 members 
Entering Unmasked Estep 
Score: -22290912.000000 Penalty: 5985.927246
	Iteration 115F: 3 clusters Score -2.229091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -177641.500000 Penalty: 1821.009277
	Iteration 0F: 2 clusters Score -177641.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -175433.281250 Penalty: 3642.018555
	Iteration 0F: 3 clusters Score -175433.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -176091.875000 Penalty: 3642.018555
	Iteration 1F: 3 clusters Score -176091.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -176688.140625 Penalty: 3642.018555
	Iteration 2F: 3 clusters Score -176688.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -177142.984375 Penalty: 3642.018555
	Iteration 3F: 3 clusters Score -177143 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -177390.468750 Penalty: 3642.018555
	Iteration 4F: 3 clusters Score -177390.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -177613.375000 Penalty: 3642.018555
	Iteration 5F: 3 clusters Score -177613.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -177876.437500 Penalty: 3642.018555
	Iteration 6F: 3 clusters Score -177876.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -178019.671875 Penalty: 3642.018555
	Iteration 7Q: 3 clusters Score -178019.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -178059.921875 Penalty: 3642.018555
	Iteration 8Q: 3 clusters Score -178059.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -178069.812500 Penalty: 3642.018555
	Iteration 9Q: 3 clusters Score -178069.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -178072.328125 Penalty: 3642.018555
	Iteration 10Q: 3 clusters Score -178072.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -178072.328125 Penalty: 3642.018555
	Iteration 11F: 3 clusters Score -178072.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 44128 members 
Mstep: Class 4 contains 1040 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 174277 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 712 members 
Mstep: Class 9 contains 265562 members 
Mstep: Class 10 contains 159466 members 
Mstep: Class 11 contains 10760 members 
Mstep: Class 12 contains 3808 members 
Mstep: Class 14 contains 161760 members 
Mstep: Class 15 contains 64855 members 
Mstep: Class 17 contains 158331 members 
Mstep: Class 19 contains 60137 members 
Mstep: Class 20 contains 157634 members 
Mstep: Class 22 contains 16335 members 
Entering Unmasked Estep 
Score: -161280912.000000 Penalty: 62812.476562
Splitting cluster 7 changes total score from -161274032.000000 to -161280912.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 8 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -79270.320312 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -79270.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -77532.734375 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -77532.73 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77783.710938 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -77783.71 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -77976.250000 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -77976.25 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78271.179688 Penalty: 3257.766602
	Iteration 3F: 3 clusters Score -78271.18 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78816.968750 Penalty: 3257.766602
	Iteration 4F: 3 clusters Score -78816.97 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79522.968750 Penalty: 3257.766602
	Iteration 5F: 3 clusters Score -79522.97 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80658.039062 Penalty: 3257.766602
	Iteration 6F: 3 clusters Score -80658.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81387.085938 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -81387.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81500.796875 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -81500.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81500.796875 Penalty: 3257.766602
	Iteration 9F: 3 clusters Score -81500.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 44128 members 
Mstep: Class 4 contains 1040 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 174277 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 265562 members 
Mstep: Class 10 contains 159466 members 
Mstep: Class 11 contains 10760 members 
Mstep: Class 12 contains 3808 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 161760 members 
Mstep: Class 15 contains 64855 members 
Mstep: Class 17 contains 158331 members 
Mstep: Class 19 contains 60137 members 
Mstep: Class 20 contains 157634 members 
Mstep: Class 22 contains 16335 members 
Entering Unmasked Estep 
Score: -161280944.000000 Penalty: 66302.054688
Splitting cluster 8 changes total score from -161274032.000000 to -161280944.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 9 (265562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265562 members 
Entering Unmasked Estep 
Score: -33636664.000000 Penalty: 3097.421875
	Iteration 0F: 2 clusters Score -3.363666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132472 members 
Mstep: Class 2 contains 133090 members 
Entering Unmasked Estep 
Score: -33481062.000000 Penalty: 6194.843750
	Iteration 0F: 3 clusters Score -3.348106e+07 nChanged 128058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128432 members 
Mstep: Class 2 contains 137130 members 
Entering Unmasked Estep 
Score: -33556144.000000 Penalty: 6194.843750
	Iteration 1F: 3 clusters Score -3.355614e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125341 members 
Mstep: Class 2 contains 140221 members 
Entering Unmasked Estep 
Score: -33557700.000000 Penalty: 6194.843750
	Iteration 2Q: 3 clusters Score -3.35577e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120456 members 
Mstep: Class 2 contains 145106 members 
Entering Unmasked Estep 
Score: -33559992.000000 Penalty: 6194.843750
	Iteration 3Q: 3 clusters Score -3.355999e+07 nChanged 10628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112722 members 
Mstep: Class 2 contains 152840 members 
Entering Unmasked Estep 
Score: -33563900.000000 Penalty: 6194.843750
	Iteration 4Q: 3 clusters Score -3.35639e+07 nChanged 14171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100947 members 
Mstep: Class 2 contains 164615 members 
Entering Unmasked Estep 
Score: -33569664.000000 Penalty: 6194.843750
	Iteration 5F: 3 clusters Score -3.356966e+07 nChanged 17510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 180155 members 
Entering Unmasked Estep 
Score: -33577240.000000 Penalty: 6194.843750
	Iteration 6F: 3 clusters Score -3.357724e+07 nChanged 18822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 197615 members 
Entering Unmasked Estep 
Score: -33585496.000000 Penalty: 6194.843750
	Iteration 7F: 3 clusters Score -3.35855e+07 nChanged 17141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 213594 members 
Entering Unmasked Estep 
Score: -33594992.000000 Penalty: 6194.843750
	Iteration 8F: 3 clusters Score -3.359499e+07 nChanged 13938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 226488 members 
Entering Unmasked Estep 
Score: -33604536.000000 Penalty: 6194.843750
	Iteration 9F: 3 clusters Score -3.360454e+07 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 235940 members 
Entering Unmasked Estep 
Score: -33613428.000000 Penalty: 6194.843750
	Iteration 10Q: 3 clusters Score -3.361343e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 242352 members 
Entering Unmasked Estep 
Score: -33619900.000000 Penalty: 6194.843750
	Iteration 11Q: 3 clusters Score -3.36199e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 246496 members 
Entering Unmasked Estep 
Score: -33624460.000000 Penalty: 6194.843750
	Iteration 12Q: 3 clusters Score -3.362446e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 249222 members 
Entering Unmasked Estep 
Score: -33627476.000000 Penalty: 6194.843750
	Iteration 13Q: 3 clusters Score -3.362748e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 251134 members 
Entering Unmasked Estep 
Score: -33629684.000000 Penalty: 6194.843750
	Iteration 14Q: 3 clusters Score -3.362968e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 252437 members 
Entering Unmasked Estep 
Score: -33631248.000000 Penalty: 6194.843750
	Iteration 15Q: 3 clusters Score -3.363125e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 253363 members 
Entering Unmasked Estep 
Score: -33632604.000000 Penalty: 6194.843750
	Iteration 16Q: 3 clusters Score -3.36326e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 254034 members 
Entering Unmasked Estep 
Score: -33633708.000000 Penalty: 6194.843750
	Iteration 17Q: 3 clusters Score -3.363371e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 254612 members 
Entering Unmasked Estep 
Score: -33634508.000000 Penalty: 6194.843750
	Iteration 18Q: 3 clusters Score -3.363451e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 255113 members 
Entering Unmasked Estep 
Score: -33635164.000000 Penalty: 6194.843750
	Iteration 19Q: 3 clusters Score -3.363516e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 255593 members 
Entering Unmasked Estep 
Score: -33635544.000000 Penalty: 6194.843750
	Iteration 20F: 3 clusters Score -3.363554e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 255985 members 
Entering Unmasked Estep 
Score: -33635808.000000 Penalty: 6194.843750
	Iteration 21Q: 3 clusters Score -3.363581e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 256329 members 
Entering Unmasked Estep 
Score: -33636136.000000 Penalty: 6194.843750
	Iteration 22Q: 3 clusters Score -3.363614e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 256642 members 
Entering Unmasked Estep 
Score: -33636320.000000 Penalty: 6194.843750
	Iteration 23Q: 3 clusters Score -3.363632e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 256900 members 
Entering Unmasked Estep 
Score: -33636464.000000 Penalty: 6194.843750
	Iteration 24Q: 3 clusters Score -3.363646e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 257148 members 
Entering Unmasked Estep 
Score: -33636480.000000 Penalty: 6194.843750
	Iteration 25Q: 3 clusters Score -3.363648e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 257378 members 
Entering Unmasked Estep 
Score: -33636552.000000 Penalty: 6194.843750
	Iteration 26Q: 3 clusters Score -3.363655e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 257601 members 
Entering Unmasked Estep 
Score: -33636596.000000 Penalty: 6194.843750
	Iteration 27Q: 3 clusters Score -3.36366e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 257820 members 
Entering Unmasked Estep 
Score: -33636620.000000 Penalty: 6194.843750
	Iteration 28Q: 3 clusters Score -3.363662e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 257986 members 
Entering Unmasked Estep 
Score: -33636604.000000 Penalty: 6194.843750
	Iteration 29Q: 3 clusters Score -3.36366e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 258126 members 
Entering Unmasked Estep 
Score: -33636532.000000 Penalty: 6194.843750
	Iteration 30Q: 3 clusters Score -3.363653e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 258268 members 
Entering Unmasked Estep 
Score: -33636516.000000 Penalty: 6194.843750
	Iteration 31Q: 3 clusters Score -3.363652e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 258404 members 
Entering Unmasked Estep 
Score: -33636528.000000 Penalty: 6194.843750
	Iteration 32Q: 3 clusters Score -3.363653e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 258538 members 
Entering Unmasked Estep 
Score: -33636496.000000 Penalty: 6194.843750
	Iteration 33Q: 3 clusters Score -3.36365e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 258662 members 
Entering Unmasked Estep 
Score: -33636532.000000 Penalty: 6194.843750
	Iteration 34Q: 3 clusters Score -3.363653e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 258772 members 
Entering Unmasked Estep 
Score: -33636500.000000 Penalty: 6194.843750
	Iteration 35Q: 3 clusters Score -3.36365e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 258860 members 
Entering Unmasked Estep 
Score: -33636488.000000 Penalty: 6194.843750
	Iteration 36Q: 3 clusters Score -3.363649e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 258945 members 
Entering Unmasked Estep 
Score: -33636476.000000 Penalty: 6194.843750
	Iteration 37Q: 3 clusters Score -3.363648e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 259024 members 
Entering Unmasked Estep 
Score: -33636480.000000 Penalty: 6194.843750
	Iteration 38Q: 3 clusters Score -3.363648e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 259113 members 
Entering Unmasked Estep 
Score: -33636492.000000 Penalty: 6194.843750
	Iteration 39Q: 3 clusters Score -3.363649e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 259196 members 
Entering Unmasked Estep 
Score: -33636424.000000 Penalty: 6194.843750
	Iteration 40F: 3 clusters Score -3.363642e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 259281 members 
Entering Unmasked Estep 
Score: -33636408.000000 Penalty: 6194.843750
	Iteration 41Q: 3 clusters Score -3.363641e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 259350 members 
Entering Unmasked Estep 
Score: -33636416.000000 Penalty: 6194.843750
	Iteration 42Q: 3 clusters Score -3.363642e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 259427 members 
Entering Unmasked Estep 
Score: -33636376.000000 Penalty: 6194.843750
	Iteration 43Q: 3 clusters Score -3.363638e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 259497 members 
Entering Unmasked Estep 
Score: -33636356.000000 Penalty: 6194.843750
	Iteration 44Q: 3 clusters Score -3.363636e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 259566 members 
Entering Unmasked Estep 
Score: -33636300.000000 Penalty: 6194.843750
	Iteration 45Q: 3 clusters Score -3.36363e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 259632 members 
Entering Unmasked Estep 
Score: -33636324.000000 Penalty: 6194.843750
	Iteration 46Q: 3 clusters Score -3.363632e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 259697 members 
Entering Unmasked Estep 
Score: -33636304.000000 Penalty: 6194.843750
	Iteration 47Q: 3 clusters Score -3.36363e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 259748 members 
Entering Unmasked Estep 
Score: -33636276.000000 Penalty: 6194.843750
	Iteration 48Q: 3 clusters Score -3.363628e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 259803 members 
Entering Unmasked Estep 
Score: -33636300.000000 Penalty: 6194.843750
	Iteration 49Q: 3 clusters Score -3.36363e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 259852 members 
Entering Unmasked Estep 
Score: -33636308.000000 Penalty: 6194.843750
	Iteration 50Q: 3 clusters Score -3.363631e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 259906 members 
Entering Unmasked Estep 
Score: -33636292.000000 Penalty: 6194.843750
	Iteration 51Q: 3 clusters Score -3.363629e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 259956 members 
Entering Unmasked Estep 
Score: -33636272.000000 Penalty: 6194.843750
	Iteration 52Q: 3 clusters Score -3.363627e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 260001 members 
Entering Unmasked Estep 
Score: -33636292.000000 Penalty: 6194.843750
	Iteration 53Q: 3 clusters Score -3.363629e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 260052 members 
Entering Unmasked Estep 
Score: -33636288.000000 Penalty: 6194.843750
	Iteration 54Q: 3 clusters Score -3.363629e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 260101 members 
Entering Unmasked Estep 
Score: -33636244.000000 Penalty: 6194.843750
	Iteration 55Q: 3 clusters Score -3.363624e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 260149 members 
Entering Unmasked Estep 
Score: -33636256.000000 Penalty: 6194.843750
	Iteration 56Q: 3 clusters Score -3.363626e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 260205 members 
Entering Unmasked Estep 
Score: -33636228.000000 Penalty: 6194.843750
	Iteration 57Q: 3 clusters Score -3.363623e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 260259 members 
Entering Unmasked Estep 
Score: -33636220.000000 Penalty: 6194.843750
	Iteration 58Q: 3 clusters Score -3.363622e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 260312 members 
Entering Unmasked Estep 
Score: -33636220.000000 Penalty: 6194.843750
	Iteration 59Q: 3 clusters Score -3.363622e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 260365 members 
Entering Unmasked Estep 
Score: -33636192.000000 Penalty: 6194.843750
	Iteration 60F: 3 clusters Score -3.363619e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 260419 members 
Entering Unmasked Estep 
Score: -33636236.000000 Penalty: 6194.843750
	Iteration 61Q: 3 clusters Score -3.363624e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 260471 members 
Entering Unmasked Estep 
Score: -33636224.000000 Penalty: 6194.843750
	Iteration 62Q: 3 clusters Score -3.363622e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 260510 members 
Entering Unmasked Estep 
Score: -33636192.000000 Penalty: 6194.843750
	Iteration 63Q: 3 clusters Score -3.363619e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 260550 members 
Entering Unmasked Estep 
Score: -33636176.000000 Penalty: 6194.843750
	Iteration 64Q: 3 clusters Score -3.363618e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 260582 members 
Entering Unmasked Estep 
Score: -33636164.000000 Penalty: 6194.843750
	Iteration 65Q: 3 clusters Score -3.363616e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 260622 members 
Entering Unmasked Estep 
Score: -33636156.000000 Penalty: 6194.843750
	Iteration 66Q: 3 clusters Score -3.363616e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 260652 members 
Entering Unmasked Estep 
Score: -33636156.000000 Penalty: 6194.843750
	Iteration 67Q: 3 clusters Score -3.363616e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 260682 members 
Entering Unmasked Estep 
Score: -33636124.000000 Penalty: 6194.843750
	Iteration 68Q: 3 clusters Score -3.363612e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 260719 members 
Entering Unmasked Estep 
Score: -33636116.000000 Penalty: 6194.843750
	Iteration 69Q: 3 clusters Score -3.363612e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 260743 members 
Entering Unmasked Estep 
Score: -33636140.000000 Penalty: 6194.843750
	Iteration 70Q: 3 clusters Score -3.363614e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 260772 members 
Entering Unmasked Estep 
Score: -33636104.000000 Penalty: 6194.843750
	Iteration 71Q: 3 clusters Score -3.36361e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 260805 members 
Entering Unmasked Estep 
Score: -33636056.000000 Penalty: 6194.843750
	Iteration 72Q: 3 clusters Score -3.363606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 260831 members 
Entering Unmasked Estep 
Score: -33636040.000000 Penalty: 6194.843750
	Iteration 73Q: 3 clusters Score -3.363604e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 260865 members 
Entering Unmasked Estep 
Score: -33636024.000000 Penalty: 6194.843750
	Iteration 74Q: 3 clusters Score -3.363602e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 260894 members 
Entering Unmasked Estep 
Score: -33636068.000000 Penalty: 6194.843750
	Iteration 75Q: 3 clusters Score -3.363607e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 260929 members 
Entering Unmasked Estep 
Score: -33636032.000000 Penalty: 6194.843750
	Iteration 76Q: 3 clusters Score -3.363603e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 260957 members 
Entering Unmasked Estep 
Score: -33635992.000000 Penalty: 6194.843750
	Iteration 77Q: 3 clusters Score -3.363599e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 260981 members 
Entering Unmasked Estep 
Score: -33635980.000000 Penalty: 6194.843750
	Iteration 78Q: 3 clusters Score -3.363598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 260997 members 
Entering Unmasked Estep 
Score: -33636004.000000 Penalty: 6194.843750
	Iteration 79Q: 3 clusters Score -3.3636e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 261009 members 
Entering Unmasked Estep 
Score: -33636020.000000 Penalty: 6194.843750
	Iteration 80F: 3 clusters Score -3.363602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 261023 members 
Entering Unmasked Estep 
Score: -33636008.000000 Penalty: 6194.843750
	Iteration 81Q: 3 clusters Score -3.363601e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 261034 members 
Entering Unmasked Estep 
Score: -33636004.000000 Penalty: 6194.843750
	Iteration 82Q: 3 clusters Score -3.3636e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 261050 members 
Entering Unmasked Estep 
Score: -33636000.000000 Penalty: 6194.843750
	Iteration 83Q: 3 clusters Score -3.3636e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 261061 members 
Entering Unmasked Estep 
Score: -33635996.000000 Penalty: 6194.843750
	Iteration 84Q: 3 clusters Score -3.3636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 261066 members 
Entering Unmasked Estep 
Score: -33636016.000000 Penalty: 6194.843750
	Iteration 85Q: 3 clusters Score -3.363602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 261071 members 
Entering Unmasked Estep 
Score: -33636032.000000 Penalty: 6194.843750
	Iteration 86Q: 3 clusters Score -3.363603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 261075 members 
Entering Unmasked Estep 
Score: -33636016.000000 Penalty: 6194.843750
	Iteration 87Q: 3 clusters Score -3.363602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 261082 members 
Entering Unmasked Estep 
Score: -33636036.000000 Penalty: 6194.843750
	Iteration 88Q: 3 clusters Score -3.363604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 261092 members 
Entering Unmasked Estep 
Score: -33636024.000000 Penalty: 6194.843750
	Iteration 89Q: 3 clusters Score -3.363602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 261098 members 
Entering Unmasked Estep 
Score: -33636008.000000 Penalty: 6194.843750
	Iteration 90Q: 3 clusters Score -3.363601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 261106 members 
Entering Unmasked Estep 
Score: -33636020.000000 Penalty: 6194.843750
	Iteration 91Q: 3 clusters Score -3.363602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 261111 members 
Entering Unmasked Estep 
Score: -33636040.000000 Penalty: 6194.843750
	Iteration 92Q: 3 clusters Score -3.363604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 261119 members 
Entering Unmasked Estep 
Score: -33636060.000000 Penalty: 6194.843750
	Iteration 93Q: 3 clusters Score -3.363606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 261125 members 
Entering Unmasked Estep 
Score: -33636052.000000 Penalty: 6194.843750
	Iteration 94Q: 3 clusters Score -3.363605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 261130 members 
Entering Unmasked Estep 
Score: -33636052.000000 Penalty: 6194.843750
	Iteration 95Q: 3 clusters Score -3.363605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 261133 members 
Entering Unmasked Estep 
Score: -33636056.000000 Penalty: 6194.843750
	Iteration 96Q: 3 clusters Score -3.363606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 261135 members 
Entering Unmasked Estep 
Score: -33636044.000000 Penalty: 6194.843750
	Iteration 97Q: 3 clusters Score -3.363604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 261137 members 
Entering Unmasked Estep 
Score: -33636040.000000 Penalty: 6194.843750
	Iteration 98Q: 3 clusters Score -3.363604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 261138 members 
Entering Unmasked Estep 
Score: -33636044.000000 Penalty: 6194.843750
	Iteration 99Q: 3 clusters Score -3.363604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 261140 members 
Entering Unmasked Estep 
Score: -33636044.000000 Penalty: 6194.843750
	Iteration 100F: 3 clusters Score -3.363604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 261144 members 
Entering Unmasked Estep 
Score: -33636028.000000 Penalty: 6194.843750
	Iteration 101Q: 3 clusters Score -3.363603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 261145 members 
Entering Unmasked Estep 
Score: -33636052.000000 Penalty: 6194.843750
	Iteration 102Q: 3 clusters Score -3.363605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 261149 members 
Entering Unmasked Estep 
Score: -33636044.000000 Penalty: 6194.843750
	Iteration 103Q: 3 clusters Score -3.363604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 261149 members 
Entering Unmasked Estep 
Score: -33636044.000000 Penalty: 6194.843750
	Iteration 104F: 3 clusters Score -3.363604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (159466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159466 members 
Entering Unmasked Estep 
Score: -20219820.000000 Penalty: 2970.937256
	Iteration 0F: 2 clusters Score -2.021982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 79497 members 
Entering Unmasked Estep 
Score: -20116694.000000 Penalty: 5941.874512
	Iteration 0F: 3 clusters Score -2.011669e+07 nChanged 76362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82059 members 
Mstep: Class 2 contains 77407 members 
Entering Unmasked Estep 
Score: -20162158.000000 Penalty: 5941.874512
	Iteration 1F: 3 clusters Score -2.016216e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83064 members 
Mstep: Class 2 contains 76402 members 
Entering Unmasked Estep 
Score: -20163978.000000 Penalty: 5941.874512
	Iteration 2Q: 3 clusters Score -2.016398e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84362 members 
Mstep: Class 2 contains 75104 members 
Entering Unmasked Estep 
Score: -20166918.000000 Penalty: 5941.874512
	Iteration 3Q: 3 clusters Score -2.016692e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85979 members 
Mstep: Class 2 contains 73487 members 
Entering Unmasked Estep 
Score: -20170914.000000 Penalty: 5941.874512
	Iteration 4Q: 3 clusters Score -2.017091e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88049 members 
Mstep: Class 2 contains 71417 members 
Entering Unmasked Estep 
Score: -20176118.000000 Penalty: 5941.874512
	Iteration 5F: 3 clusters Score -2.017612e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90327 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -20182032.000000 Penalty: 5941.874512
	Iteration 6F: 3 clusters Score -2.018203e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92441 members 
Mstep: Class 2 contains 67025 members 
Entering Unmasked Estep 
Score: -20188076.000000 Penalty: 5941.874512
	Iteration 7F: 3 clusters Score -2.018808e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94188 members 
Mstep: Class 2 contains 65278 members 
Entering Unmasked Estep 
Score: -20193676.000000 Penalty: 5941.874512
	Iteration 8F: 3 clusters Score -2.019368e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95550 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -20197808.000000 Penalty: 5941.874512
	Iteration 9F: 3 clusters Score -2.019781e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96645 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -20200094.000000 Penalty: 5941.874512
	Iteration 10Q: 3 clusters Score -2.020009e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97642 members 
Mstep: Class 2 contains 61824 members 
Entering Unmasked Estep 
Score: -20201228.000000 Penalty: 5941.874512
	Iteration 11Q: 3 clusters Score -2.020123e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98687 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -20201836.000000 Penalty: 5941.874512
	Iteration 12Q: 3 clusters Score -2.020184e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99748 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -20202110.000000 Penalty: 5941.874512
	Iteration 13Q: 3 clusters Score -2.020211e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100811 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -20202252.000000 Penalty: 5941.874512
	Iteration 14Q: 3 clusters Score -2.020225e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101911 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -20202470.000000 Penalty: 5941.874512
	Iteration 15Q: 3 clusters Score -2.020247e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102998 members 
Mstep: Class 2 contains 56468 members 
Entering Unmasked Estep 
Score: -20202564.000000 Penalty: 5941.874512
	Iteration 16Q: 3 clusters Score -2.020256e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104097 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -20202770.000000 Penalty: 5941.874512
	Iteration 17Q: 3 clusters Score -2.020277e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105278 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -20202964.000000 Penalty: 5941.874512
	Iteration 18Q: 3 clusters Score -2.020296e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106448 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -20203110.000000 Penalty: 5941.874512
	Iteration 19Q: 3 clusters Score -2.020311e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107690 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -20203304.000000 Penalty: 5941.874512
	Iteration 20F: 3 clusters Score -2.02033e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108928 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -20203470.000000 Penalty: 5941.874512
	Iteration 21Q: 3 clusters Score -2.020347e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110172 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -20203616.000000 Penalty: 5941.874512
	Iteration 22Q: 3 clusters Score -2.020362e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111507 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -20203866.000000 Penalty: 5941.874512
	Iteration 23Q: 3 clusters Score -2.020387e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112955 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -20204144.000000 Penalty: 5941.874512
	Iteration 24Q: 3 clusters Score -2.020414e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114450 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -20204442.000000 Penalty: 5941.874512
	Iteration 25Q: 3 clusters Score -2.020444e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115964 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -20204718.000000 Penalty: 5941.874512
	Iteration 26Q: 3 clusters Score -2.020472e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117509 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -20205000.000000 Penalty: 5941.874512
	Iteration 27Q: 3 clusters Score -2.0205e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119185 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -20205250.000000 Penalty: 5941.874512
	Iteration 28Q: 3 clusters Score -2.020525e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120905 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -20205642.000000 Penalty: 5941.874512
	Iteration 29Q: 3 clusters Score -2.020564e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122678 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -20206024.000000 Penalty: 5941.874512
	Iteration 30Q: 3 clusters Score -2.020602e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124467 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -20206502.000000 Penalty: 5941.874512
	Iteration 31Q: 3 clusters Score -2.02065e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126376 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -20206960.000000 Penalty: 5941.874512
	Iteration 32Q: 3 clusters Score -2.020696e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128396 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -20207406.000000 Penalty: 5941.874512
	Iteration 33Q: 3 clusters Score -2.020741e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130466 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -20207904.000000 Penalty: 5941.874512
	Iteration 34Q: 3 clusters Score -2.02079e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132574 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -20208512.000000 Penalty: 5941.874512
	Iteration 35Q: 3 clusters Score -2.020851e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134701 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -20209164.000000 Penalty: 5941.874512
	Iteration 36Q: 3 clusters Score -2.020916e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136902 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -20209958.000000 Penalty: 5941.874512
	Iteration 37Q: 3 clusters Score -2.020996e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139207 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -20210830.000000 Penalty: 5941.874512
	Iteration 38Q: 3 clusters Score -2.021083e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141474 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -20211656.000000 Penalty: 5941.874512
	Iteration 39Q: 3 clusters Score -2.021166e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143684 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -20212468.000000 Penalty: 5941.874512
	Iteration 40F: 3 clusters Score -2.021247e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145689 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -20213212.000000 Penalty: 5941.874512
	Iteration 41Q: 3 clusters Score -2.021321e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147576 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -20213852.000000 Penalty: 5941.874512
	Iteration 42Q: 3 clusters Score -2.021385e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149303 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -20214532.000000 Penalty: 5941.874512
	Iteration 43Q: 3 clusters Score -2.021453e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150935 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -20215174.000000 Penalty: 5941.874512
	Iteration 44Q: 3 clusters Score -2.021517e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152359 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -20215596.000000 Penalty: 5941.874512
	Iteration 45Q: 3 clusters Score -2.02156e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153591 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -20216080.000000 Penalty: 5941.874512
	Iteration 46Q: 3 clusters Score -2.021608e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154591 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -20216398.000000 Penalty: 5941.874512
	Iteration 47Q: 3 clusters Score -2.02164e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155389 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -20216624.000000 Penalty: 5941.874512
	Iteration 48Q: 3 clusters Score -2.021662e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156035 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -20216776.000000 Penalty: 5941.874512
	Iteration 49Q: 3 clusters Score -2.021678e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156521 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -20216900.000000 Penalty: 5941.874512
	Iteration 50Q: 3 clusters Score -2.02169e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156896 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -20217024.000000 Penalty: 5941.874512
	Iteration 51Q: 3 clusters Score -2.021702e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157192 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -20217142.000000 Penalty: 5941.874512
	Iteration 52Q: 3 clusters Score -2.021714e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157428 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -20217208.000000 Penalty: 5941.874512
	Iteration 53Q: 3 clusters Score -2.021721e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157622 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -20217264.000000 Penalty: 5941.874512
	Iteration 54Q: 3 clusters Score -2.021726e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157777 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -20217322.000000 Penalty: 5941.874512
	Iteration 55Q: 3 clusters Score -2.021732e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157899 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -20217334.000000 Penalty: 5941.874512
	Iteration 56Q: 3 clusters Score -2.021733e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158002 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -20217374.000000 Penalty: 5941.874512
	Iteration 57Q: 3 clusters Score -2.021737e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158072 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -20217398.000000 Penalty: 5941.874512
	Iteration 58Q: 3 clusters Score -2.02174e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158149 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -20217428.000000 Penalty: 5941.874512
	Iteration 59Q: 3 clusters Score -2.021743e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158202 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -20217434.000000 Penalty: 5941.874512
	Iteration 60F: 3 clusters Score -2.021743e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158250 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -20217450.000000 Penalty: 5941.874512
	Iteration 61Q: 3 clusters Score -2.021745e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158292 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -20217448.000000 Penalty: 5941.874512
	Iteration 62Q: 3 clusters Score -2.021745e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158315 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -20217484.000000 Penalty: 5941.874512
	Iteration 63Q: 3 clusters Score -2.021748e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158338 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -20217498.000000 Penalty: 5941.874512
	Iteration 64Q: 3 clusters Score -2.02175e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158348 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -20217508.000000 Penalty: 5941.874512
	Iteration 65Q: 3 clusters Score -2.021751e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158358 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -20217520.000000 Penalty: 5941.874512
	Iteration 66Q: 3 clusters Score -2.021752e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158375 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -20217512.000000 Penalty: 5941.874512
	Iteration 67Q: 3 clusters Score -2.021751e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158395 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -20217540.000000 Penalty: 5941.874512
	Iteration 68Q: 3 clusters Score -2.021754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158407 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -20217534.000000 Penalty: 5941.874512
	Iteration 69Q: 3 clusters Score -2.021753e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158426 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -20217562.000000 Penalty: 5941.874512
	Iteration 70Q: 3 clusters Score -2.021756e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158437 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -20217574.000000 Penalty: 5941.874512
	Iteration 71Q: 3 clusters Score -2.021757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158446 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -20217570.000000 Penalty: 5941.874512
	Iteration 72Q: 3 clusters Score -2.021757e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158458 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -20217592.000000 Penalty: 5941.874512
	Iteration 73Q: 3 clusters Score -2.021759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158469 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -20217602.000000 Penalty: 5941.874512
	Iteration 74Q: 3 clusters Score -2.02176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158478 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -20217608.000000 Penalty: 5941.874512
	Iteration 75Q: 3 clusters Score -2.021761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158484 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -20217594.000000 Penalty: 5941.874512
	Iteration 76Q: 3 clusters Score -2.021759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158490 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -20217584.000000 Penalty: 5941.874512
	Iteration 77Q: 3 clusters Score -2.021758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158491 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -20217588.000000 Penalty: 5941.874512
	Iteration 78Q: 3 clusters Score -2.021759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158492 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -20217596.000000 Penalty: 5941.874512
	Iteration 79Q: 3 clusters Score -2.02176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158494 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -20217596.000000 Penalty: 5941.874512
	Iteration 80F: 3 clusters Score -2.02176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158497 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -20217592.000000 Penalty: 5941.874512
	Iteration 81Q: 3 clusters Score -2.021759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158497 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -20217594.000000 Penalty: 5941.874512
	Iteration 82Q: 3 clusters Score -2.021759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158497 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -20217590.000000 Penalty: 5941.874512
	Iteration 83Q: 3 clusters Score -2.021759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158498 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -20217602.000000 Penalty: 5941.874512
	Iteration 84Q: 3 clusters Score -2.02176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158504 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -20217592.000000 Penalty: 5941.874512
	Iteration 85Q: 3 clusters Score -2.021759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158506 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -20217596.000000 Penalty: 5941.874512
	Iteration 86Q: 3 clusters Score -2.02176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158507 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -20217584.000000 Penalty: 5941.874512
	Iteration 87Q: 3 clusters Score -2.021758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158509 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -20217594.000000 Penalty: 5941.874512
	Iteration 88Q: 3 clusters Score -2.021759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158511 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -20217586.000000 Penalty: 5941.874512
	Iteration 89Q: 3 clusters Score -2.021759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158514 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -20217586.000000 Penalty: 5941.874512
	Iteration 90Q: 3 clusters Score -2.021759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158514 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -20217586.000000 Penalty: 5941.874512
	Iteration 91F: 3 clusters Score -2.021759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Entering Unmasked Estep 
Score: -1305011.625000 Penalty: 2302.330566
	Iteration 0F: 2 clusters Score -1305012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1296931.625000 Penalty: 4604.661133
	Iteration 0F: 3 clusters Score -1296932 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1299590.625000 Penalty: 4604.661133
	Iteration 1F: 3 clusters Score -1299591 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1300213.875000 Penalty: 4604.661133
	Iteration 2F: 3 clusters Score -1300214 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1300951.250000 Penalty: 4604.661133
	Iteration 3F: 3 clusters Score -1300951 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1301884.625000 Penalty: 4604.661133
	Iteration 4F: 3 clusters Score -1301885 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1302813.000000 Penalty: 4604.661133
	Iteration 5F: 3 clusters Score -1302813 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1303539.875000 Penalty: 4604.661133
	Iteration 6F: 3 clusters Score -1303540 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1304020.125000 Penalty: 4604.661133
	Iteration 7Q: 3 clusters Score -1304020 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1304304.500000 Penalty: 4604.661133
	Iteration 8Q: 3 clusters Score -1304304 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1304429.125000 Penalty: 4604.661133
	Iteration 9Q: 3 clusters Score -1304429 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1304479.500000 Penalty: 4604.661133
	Iteration 10Q: 3 clusters Score -1304480 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1304506.500000 Penalty: 4604.661133
	Iteration 11Q: 3 clusters Score -1304506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1304521.125000 Penalty: 4604.661133
	Iteration 12Q: 3 clusters Score -1304521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1304533.250000 Penalty: 4604.661133
	Iteration 13Q: 3 clusters Score -1304533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1304540.875000 Penalty: 4604.661133
	Iteration 14Q: 3 clusters Score -1304541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1304543.500000 Penalty: 4604.661133
	Iteration 15Q: 3 clusters Score -1304544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1304547.625000 Penalty: 4604.661133
	Iteration 16Q: 3 clusters Score -1304548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1304549.750000 Penalty: 4604.661133
	Iteration 17Q: 3 clusters Score -1304550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1304553.125000 Penalty: 4604.661133
	Iteration 18Q: 3 clusters Score -1304553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1304551.625000 Penalty: 4604.661133
	Iteration 19Q: 3 clusters Score -1304552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1304554.375000 Penalty: 4604.661133
	Iteration 20F: 3 clusters Score -1304554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1304558.250000 Penalty: 4604.661133
	Iteration 21Q: 3 clusters Score -1304558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1304559.000000 Penalty: 4604.661133
	Iteration 22Q: 3 clusters Score -1304559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1304559.125000 Penalty: 4604.661133
	Iteration 23Q: 3 clusters Score -1304559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1304559.625000 Penalty: 4604.661133
	Iteration 24Q: 3 clusters Score -1304560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1304560.625000 Penalty: 4604.661133
	Iteration 25Q: 3 clusters Score -1304561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1304559.625000 Penalty: 4604.661133
	Iteration 26Q: 3 clusters Score -1304560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1304561.875000 Penalty: 4604.661133
	Iteration 27Q: 3 clusters Score -1304562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1304561.875000 Penalty: 4604.661133
	Iteration 28Q: 3 clusters Score -1304562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1304561.625000 Penalty: 4604.661133
	Iteration 29Q: 3 clusters Score -1304562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1304560.875000 Penalty: 4604.661133
	Iteration 30Q: 3 clusters Score -1304561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1304562.875000 Penalty: 4604.661133
	Iteration 31Q: 3 clusters Score -1304563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1304567.750000 Penalty: 4604.661133
	Iteration 32Q: 3 clusters Score -1304568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1304562.125000 Penalty: 4604.661133
	Iteration 33Q: 3 clusters Score -1304562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1304563.875000 Penalty: 4604.661133
	Iteration 34Q: 3 clusters Score -1304564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1304565.500000 Penalty: 4604.661133
	Iteration 35Q: 3 clusters Score -1304566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1304565.125000 Penalty: 4604.661133
	Iteration 36Q: 3 clusters Score -1304565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1304566.375000 Penalty: 4604.661133
	Iteration 37Q: 3 clusters Score -1304566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1304565.625000 Penalty: 4604.661133
	Iteration 38Q: 3 clusters Score -1304566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1304566.000000 Penalty: 4604.661133
	Iteration 39Q: 3 clusters Score -1304566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1304565.750000 Penalty: 4604.661133
	Iteration 40F: 3 clusters Score -1304566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1304568.875000 Penalty: 4604.661133
	Iteration 41Q: 3 clusters Score -1304569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1304569.750000 Penalty: 4604.661133
	Iteration 42Q: 3 clusters Score -1304570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1304569.375000 Penalty: 4604.661133
	Iteration 43Q: 3 clusters Score -1304569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1304569.375000 Penalty: 4604.661133
	Iteration 44F: 3 clusters Score -1304569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Entering Unmasked Estep 
Score: -472743.843750 Penalty: 2044.725220
	Iteration 0F: 2 clusters Score -472743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -468961.531250 Penalty: 4089.450439
	Iteration 0F: 3 clusters Score -468961.5 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -469796.750000 Penalty: 4089.450439
	Iteration 1F: 3 clusters Score -469796.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -469969.437500 Penalty: 4089.450439
	Iteration 2F: 3 clusters Score -469969.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -470059.406250 Penalty: 4089.450439
	Iteration 3Q: 3 clusters Score -470059.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -470125.687500 Penalty: 4089.450439
	Iteration 4Q: 3 clusters Score -470125.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -470167.312500 Penalty: 4089.450439
	Iteration 5Q: 3 clusters Score -470167.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -470199.406250 Penalty: 4089.450439
	Iteration 6Q: 3 clusters Score -470199.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -470229.500000 Penalty: 4089.450439
	Iteration 7Q: 3 clusters Score -470229.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -470257.937500 Penalty: 4089.450439
	Iteration 8Q: 3 clusters Score -470257.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -470284.156250 Penalty: 4089.450439
	Iteration 9Q: 3 clusters Score -470284.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -470317.250000 Penalty: 4089.450439
	Iteration 10Q: 3 clusters Score -470317.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -470357.187500 Penalty: 4089.450439
	Iteration 11Q: 3 clusters Score -470357.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -470402.375000 Penalty: 4089.450439
	Iteration 12Q: 3 clusters Score -470402.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -470461.375000 Penalty: 4089.450439
	Iteration 13Q: 3 clusters Score -470461.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -470521.687500 Penalty: 4089.450439
	Iteration 14Q: 3 clusters Score -470521.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -470575.812500 Penalty: 4089.450439
	Iteration 15Q: 3 clusters Score -470575.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -470635.250000 Penalty: 4089.450439
	Iteration 16Q: 3 clusters Score -470635.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -470708.093750 Penalty: 4089.450439
	Iteration 17Q: 3 clusters Score -470708.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -470790.312500 Penalty: 4089.450439
	Iteration 18Q: 3 clusters Score -470790.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -470846.250000 Penalty: 4089.450439
	Iteration 19Q: 3 clusters Score -470846.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -470887.687500 Penalty: 4089.450439
	Iteration 20F: 3 clusters Score -470887.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -470914.500000 Penalty: 4089.450439
	Iteration 21Q: 3 clusters Score -470914.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -470949.031250 Penalty: 4089.450439
	Iteration 22Q: 3 clusters Score -470949 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -470973.718750 Penalty: 4089.450439
	Iteration 23Q: 3 clusters Score -470973.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -470986.843750 Penalty: 4089.450439
	Iteration 24Q: 3 clusters Score -470986.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -470997.500000 Penalty: 4089.450439
	Iteration 25Q: 3 clusters Score -470997.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -471004.031250 Penalty: 4089.450439
	Iteration 26Q: 3 clusters Score -471004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -471010.906250 Penalty: 4089.450439
	Iteration 27Q: 3 clusters Score -471010.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -471018.000000 Penalty: 4089.450439
	Iteration 28Q: 3 clusters Score -471018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -471021.218750 Penalty: 4089.450439
	Iteration 29Q: 3 clusters Score -471021.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -471023.750000 Penalty: 4089.450439
	Iteration 30Q: 3 clusters Score -471023.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -471027.125000 Penalty: 4089.450439
	Iteration 31Q: 3 clusters Score -471027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -471030.437500 Penalty: 4089.450439
	Iteration 32Q: 3 clusters Score -471030.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -471034.031250 Penalty: 4089.450439
	Iteration 33Q: 3 clusters Score -471034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -471041.437500 Penalty: 4089.450439
	Iteration 34Q: 3 clusters Score -471041.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -471046.343750 Penalty: 4089.450439
	Iteration 35Q: 3 clusters Score -471046.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -471055.250000 Penalty: 4089.450439
	Iteration 36Q: 3 clusters Score -471055.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -471072.000000 Penalty: 4089.450439
	Iteration 37Q: 3 clusters Score -471072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -471096.937500 Penalty: 4089.450439
	Iteration 38Q: 3 clusters Score -471096.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -471121.531250 Penalty: 4089.450439
	Iteration 39Q: 3 clusters Score -471121.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -471152.562500 Penalty: 4089.450439
	Iteration 40F: 3 clusters Score -471152.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -471195.562500 Penalty: 4089.450439
	Iteration 41Q: 3 clusters Score -471195.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -471243.156250 Penalty: 4089.450439
	Iteration 42Q: 3 clusters Score -471243.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -471303.875000 Penalty: 4089.450439
	Iteration 43Q: 3 clusters Score -471303.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -471354.781250 Penalty: 4089.450439
	Iteration 44Q: 3 clusters Score -471354.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -471400.062500 Penalty: 4089.450439
	Iteration 45Q: 3 clusters Score -471400.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -471464.218750 Penalty: 4089.450439
	Iteration 46Q: 3 clusters Score -471464.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -471507.187500 Penalty: 4089.450439
	Iteration 47Q: 3 clusters Score -471507.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -471536.093750 Penalty: 4089.450439
	Iteration 48Q: 3 clusters Score -471536.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -471556.343750 Penalty: 4089.450439
	Iteration 49Q: 3 clusters Score -471556.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -471569.937500 Penalty: 4089.450439
	Iteration 50Q: 3 clusters Score -471569.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -471577.718750 Penalty: 4089.450439
	Iteration 51Q: 3 clusters Score -471577.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -471582.750000 Penalty: 4089.450439
	Iteration 52Q: 3 clusters Score -471582.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -471589.843750 Penalty: 4089.450439
	Iteration 53Q: 3 clusters Score -471589.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -471597.687500 Penalty: 4089.450439
	Iteration 54Q: 3 clusters Score -471597.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -471607.250000 Penalty: 4089.450439
	Iteration 55Q: 3 clusters Score -471607.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -471617.250000 Penalty: 4089.450439
	Iteration 56Q: 3 clusters Score -471617.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -471629.250000 Penalty: 4089.450439
	Iteration 57Q: 3 clusters Score -471629.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -471638.406250 Penalty: 4089.450439
	Iteration 58Q: 3 clusters Score -471638.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -471646.062500 Penalty: 4089.450439
	Iteration 59Q: 3 clusters Score -471646.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -471657.031250 Penalty: 4089.450439
	Iteration 60F: 3 clusters Score -471657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -471665.625000 Penalty: 4089.450439
	Iteration 61Q: 3 clusters Score -471665.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -471674.875000 Penalty: 4089.450439
	Iteration 62Q: 3 clusters Score -471674.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -471683.718750 Penalty: 4089.450439
	Iteration 63Q: 3 clusters Score -471683.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -471693.437500 Penalty: 4089.450439
	Iteration 64Q: 3 clusters Score -471693.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -471700.625000 Penalty: 4089.450439
	Iteration 65Q: 3 clusters Score -471700.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -471706.031250 Penalty: 4089.450439
	Iteration 66Q: 3 clusters Score -471706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -471711.062500 Penalty: 4089.450439
	Iteration 67Q: 3 clusters Score -471711.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -471714.375000 Penalty: 4089.450439
	Iteration 68Q: 3 clusters Score -471714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -471717.750000 Penalty: 4089.450439
	Iteration 69Q: 3 clusters Score -471717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -471719.000000 Penalty: 4089.450439
	Iteration 70Q: 3 clusters Score -471719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -471720.093750 Penalty: 4089.450439
	Iteration 71Q: 3 clusters Score -471720.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -471721.968750 Penalty: 4089.450439
	Iteration 72Q: 3 clusters Score -471722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -471725.437500 Penalty: 4089.450439
	Iteration 73Q: 3 clusters Score -471725.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -471727.781250 Penalty: 4089.450439
	Iteration 74Q: 3 clusters Score -471727.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -471728.437500 Penalty: 4089.450439
	Iteration 75Q: 3 clusters Score -471728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -471730.187500 Penalty: 4089.450439
	Iteration 76Q: 3 clusters Score -471730.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -471734.625000 Penalty: 4089.450439
	Iteration 77Q: 3 clusters Score -471734.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -471742.625000 Penalty: 4089.450439
	Iteration 78Q: 3 clusters Score -471742.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -471751.218750 Penalty: 4089.450439
	Iteration 79Q: 3 clusters Score -471751.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -471765.093750 Penalty: 4089.450439
	Iteration 80F: 3 clusters Score -471765.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -471775.500000 Penalty: 4089.450439
	Iteration 81Q: 3 clusters Score -471775.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -471783.281250 Penalty: 4089.450439
	Iteration 82Q: 3 clusters Score -471783.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -471794.500000 Penalty: 4089.450439
	Iteration 83Q: 3 clusters Score -471794.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -471802.656250 Penalty: 4089.450439
	Iteration 84Q: 3 clusters Score -471802.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -471809.937500 Penalty: 4089.450439
	Iteration 85Q: 3 clusters Score -471809.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -471814.531250 Penalty: 4089.450439
	Iteration 86Q: 3 clusters Score -471814.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -471819.031250 Penalty: 4089.450439
	Iteration 87Q: 3 clusters Score -471819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -471824.500000 Penalty: 4089.450439
	Iteration 88Q: 3 clusters Score -471824.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -471829.781250 Penalty: 4089.450439
	Iteration 89Q: 3 clusters Score -471829.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -471831.156250 Penalty: 4089.450439
	Iteration 90Q: 3 clusters Score -471831.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -471835.718750 Penalty: 4089.450439
	Iteration 91Q: 3 clusters Score -471835.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -471838.000000 Penalty: 4089.450439
	Iteration 92Q: 3 clusters Score -471838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -471841.250000 Penalty: 4089.450439
	Iteration 93Q: 3 clusters Score -471841.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -471843.625000 Penalty: 4089.450439
	Iteration 94Q: 3 clusters Score -471843.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -471845.125000 Penalty: 4089.450439
	Iteration 95Q: 3 clusters Score -471845.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -471846.906250 Penalty: 4089.450439
	Iteration 96Q: 3 clusters Score -471846.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -471847.968750 Penalty: 4089.450439
	Iteration 97Q: 3 clusters Score -471848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -471850.343750 Penalty: 4089.450439
	Iteration 98Q: 3 clusters Score -471850.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -471857.187500 Penalty: 4089.450439
	Iteration 99Q: 3 clusters Score -471857.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -471864.312500 Penalty: 4089.450439
	Iteration 100F: 3 clusters Score -471864.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -471871.625000 Penalty: 4089.450439
	Iteration 101Q: 3 clusters Score -471871.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -471881.968750 Penalty: 4089.450439
	Iteration 102Q: 3 clusters Score -471882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -471901.937500 Penalty: 4089.450439
	Iteration 103Q: 3 clusters Score -471901.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -471918.562500 Penalty: 4089.450439
	Iteration 104Q: 3 clusters Score -471918.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -471934.156250 Penalty: 4089.450439
	Iteration 105Q: 3 clusters Score -471934.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -471941.593750 Penalty: 4089.450439
	Iteration 106Q: 3 clusters Score -471941.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -471944.000000 Penalty: 4089.450439
	Iteration 107Q: 3 clusters Score -471944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -471946.843750 Penalty: 4089.450439
	Iteration 108Q: 3 clusters Score -471946.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -471952.062500 Penalty: 4089.450439
	Iteration 109Q: 3 clusters Score -471952.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -471957.812500 Penalty: 4089.450439
	Iteration 110Q: 3 clusters Score -471957.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -471964.062500 Penalty: 4089.450439
	Iteration 111Q: 3 clusters Score -471964.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -471967.250000 Penalty: 4089.450439
	Iteration 112Q: 3 clusters Score -471967.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -471973.531250 Penalty: 4089.450439
	Iteration 113Q: 3 clusters Score -471973.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -471978.093750 Penalty: 4089.450439
	Iteration 114Q: 3 clusters Score -471978.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -471982.625000 Penalty: 4089.450439
	Iteration 115Q: 3 clusters Score -471982.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -471985.656250 Penalty: 4089.450439
	Iteration 116Q: 3 clusters Score -471985.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -471987.875000 Penalty: 4089.450439
	Iteration 117Q: 3 clusters Score -471987.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -471989.062500 Penalty: 4089.450439
	Iteration 118Q: 3 clusters Score -471989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -471989.500000 Penalty: 4089.450439
	Iteration 119Q: 3 clusters Score -471989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -471989.468750 Penalty: 4089.450439
	Iteration 120F: 3 clusters Score -471989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -471989.812500 Penalty: 4089.450439
	Iteration 121Q: 3 clusters Score -471989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -471990.250000 Penalty: 4089.450439
	Iteration 122Q: 3 clusters Score -471990.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -471992.593750 Penalty: 4089.450439
	Iteration 123Q: 3 clusters Score -471992.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -471992.906250 Penalty: 4089.450439
	Iteration 124Q: 3 clusters Score -471992.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -471992.906250 Penalty: 4089.450439
	Iteration 125F: 3 clusters Score -471992.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161760 members 
Entering Unmasked Estep 
Score: -20720842.000000 Penalty: 2974.479492
	Iteration 0F: 2 clusters Score -2.072084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80970 members 
Mstep: Class 2 contains 80790 members 
Entering Unmasked Estep 
Score: -20620164.000000 Penalty: 5948.958984
	Iteration 0F: 3 clusters Score -2.062016e+07 nChanged 77439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
Score: -20665324.000000 Penalty: 5948.958984
	Iteration 1F: 3 clusters Score -2.066532e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 78917 members 
Entering Unmasked Estep 
Score: -20666378.000000 Penalty: 5948.958984
	Iteration 2Q: 3 clusters Score -2.066638e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84475 members 
Mstep: Class 2 contains 77285 members 
Entering Unmasked Estep 
Score: -20667980.000000 Penalty: 5948.958984
	Iteration 3Q: 3 clusters Score -2.066798e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86959 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -20670464.000000 Penalty: 5948.958984
	Iteration 4Q: 3 clusters Score -2.067046e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 70932 members 
Entering Unmasked Estep 
Score: -20674538.000000 Penalty: 5948.958984
	Iteration 5F: 3 clusters Score -2.067454e+07 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96276 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -20680992.000000 Penalty: 5948.958984
	Iteration 6F: 3 clusters Score -2.068099e+07 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102743 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -20689642.000000 Penalty: 5948.958984
	Iteration 7F: 3 clusters Score -2.068964e+07 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -20698344.000000 Penalty: 5948.958984
	Iteration 8F: 3 clusters Score -2.069834e+07 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112620 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -20704462.000000 Penalty: 5948.958984
	Iteration 9F: 3 clusters Score -2.070446e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115525 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -20707430.000000 Penalty: 5948.958984
	Iteration 10Q: 3 clusters Score -2.070743e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117866 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -20708806.000000 Penalty: 5948.958984
	Iteration 11Q: 3 clusters Score -2.070881e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120044 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -20709838.000000 Penalty: 5948.958984
	Iteration 12Q: 3 clusters Score -2.070984e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122183 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -20710642.000000 Penalty: 5948.958984
	Iteration 13Q: 3 clusters Score -2.071064e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124218 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -20711446.000000 Penalty: 5948.958984
	Iteration 14Q: 3 clusters Score -2.071145e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126200 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -20712082.000000 Penalty: 5948.958984
	Iteration 15Q: 3 clusters Score -2.071208e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128227 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -20712842.000000 Penalty: 5948.958984
	Iteration 16Q: 3 clusters Score -2.071284e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130201 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -20713492.000000 Penalty: 5948.958984
	Iteration 17Q: 3 clusters Score -2.071349e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132098 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -20714234.000000 Penalty: 5948.958984
	Iteration 18Q: 3 clusters Score -2.071423e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133875 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -20714856.000000 Penalty: 5948.958984
	Iteration 19Q: 3 clusters Score -2.071486e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135648 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -20715448.000000 Penalty: 5948.958984
	Iteration 20F: 3 clusters Score -2.071545e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137318 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -20715996.000000 Penalty: 5948.958984
	Iteration 21Q: 3 clusters Score -2.0716e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138955 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -20716808.000000 Penalty: 5948.958984
	Iteration 22Q: 3 clusters Score -2.071681e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140537 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -20717306.000000 Penalty: 5948.958984
	Iteration 23Q: 3 clusters Score -2.071731e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142042 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -20717766.000000 Penalty: 5948.958984
	Iteration 24Q: 3 clusters Score -2.071777e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143475 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -20718090.000000 Penalty: 5948.958984
	Iteration 25Q: 3 clusters Score -2.071809e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144831 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -20718522.000000 Penalty: 5948.958984
	Iteration 26Q: 3 clusters Score -2.071852e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146176 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -20718960.000000 Penalty: 5948.958984
	Iteration 27Q: 3 clusters Score -2.071896e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147461 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -20719380.000000 Penalty: 5948.958984
	Iteration 28Q: 3 clusters Score -2.071938e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148715 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -20719742.000000 Penalty: 5948.958984
	Iteration 29Q: 3 clusters Score -2.071974e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149888 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -20719942.000000 Penalty: 5948.958984
	Iteration 30Q: 3 clusters Score -2.071994e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150978 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -20719946.000000 Penalty: 5948.958984
	Iteration 31Q: 3 clusters Score -2.071995e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151972 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -20720058.000000 Penalty: 5948.958984
	Iteration 32Q: 3 clusters Score -2.072006e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152917 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -20720214.000000 Penalty: 5948.958984
	Iteration 33Q: 3 clusters Score -2.072021e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153764 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -20720200.000000 Penalty: 5948.958984
	Iteration 34Q: 3 clusters Score -2.07202e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154555 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -20720228.000000 Penalty: 5948.958984
	Iteration 35Q: 3 clusters Score -2.072023e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155266 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -20720158.000000 Penalty: 5948.958984
	Iteration 36Q: 3 clusters Score -2.072016e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155905 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -20720176.000000 Penalty: 5948.958984
	Iteration 37Q: 3 clusters Score -2.072018e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156471 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -20720086.000000 Penalty: 5948.958984
	Iteration 38Q: 3 clusters Score -2.072009e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -20720026.000000 Penalty: 5948.958984
	Iteration 39Q: 3 clusters Score -2.072003e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157390 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -20720034.000000 Penalty: 5948.958984
	Iteration 40F: 3 clusters Score -2.072003e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157757 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -20720058.000000 Penalty: 5948.958984
	Iteration 41Q: 3 clusters Score -2.072006e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158066 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -20720002.000000 Penalty: 5948.958984
	Iteration 42Q: 3 clusters Score -2.072e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158357 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -20719958.000000 Penalty: 5948.958984
	Iteration 43Q: 3 clusters Score -2.071996e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158589 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -20719964.000000 Penalty: 5948.958984
	Iteration 44Q: 3 clusters Score -2.071996e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158783 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -20719920.000000 Penalty: 5948.958984
	Iteration 45Q: 3 clusters Score -2.071992e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158952 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -20719876.000000 Penalty: 5948.958984
	Iteration 46Q: 3 clusters Score -2.071988e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159080 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -20719820.000000 Penalty: 5948.958984
	Iteration 47Q: 3 clusters Score -2.071982e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159184 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -20719778.000000 Penalty: 5948.958984
	Iteration 48Q: 3 clusters Score -2.071978e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159279 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -20719786.000000 Penalty: 5948.958984
	Iteration 49Q: 3 clusters Score -2.071979e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159363 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -20719808.000000 Penalty: 5948.958984
	Iteration 50Q: 3 clusters Score -2.071981e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159450 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -20719804.000000 Penalty: 5948.958984
	Iteration 51Q: 3 clusters Score -2.07198e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159518 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -20719774.000000 Penalty: 5948.958984
	Iteration 52Q: 3 clusters Score -2.071977e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159581 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -20719742.000000 Penalty: 5948.958984
	Iteration 53Q: 3 clusters Score -2.071974e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159634 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -20719740.000000 Penalty: 5948.958984
	Iteration 54Q: 3 clusters Score -2.071974e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159682 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -20719744.000000 Penalty: 5948.958984
	Iteration 55Q: 3 clusters Score -2.071974e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159722 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -20719734.000000 Penalty: 5948.958984
	Iteration 56Q: 3 clusters Score -2.071973e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159759 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -20719734.000000 Penalty: 5948.958984
	Iteration 57Q: 3 clusters Score -2.071973e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159789 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -20719710.000000 Penalty: 5948.958984
	Iteration 58Q: 3 clusters Score -2.071971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159803 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -20719718.000000 Penalty: 5948.958984
	Iteration 59Q: 3 clusters Score -2.071972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159812 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -20719710.000000 Penalty: 5948.958984
	Iteration 60F: 3 clusters Score -2.071971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159822 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -20719680.000000 Penalty: 5948.958984
	Iteration 61Q: 3 clusters Score -2.071968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159830 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -20719674.000000 Penalty: 5948.958984
	Iteration 62Q: 3 clusters Score -2.071967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159840 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -20719680.000000 Penalty: 5948.958984
	Iteration 63Q: 3 clusters Score -2.071968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159850 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -20719680.000000 Penalty: 5948.958984
	Iteration 64Q: 3 clusters Score -2.071968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159863 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -20719688.000000 Penalty: 5948.958984
	Iteration 65Q: 3 clusters Score -2.071969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159878 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -20719664.000000 Penalty: 5948.958984
	Iteration 66Q: 3 clusters Score -2.071966e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159893 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -20719644.000000 Penalty: 5948.958984
	Iteration 67Q: 3 clusters Score -2.071964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159902 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -20719648.000000 Penalty: 5948.958984
	Iteration 68Q: 3 clusters Score -2.071965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159911 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -20719636.000000 Penalty: 5948.958984
	Iteration 69Q: 3 clusters Score -2.071964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159924 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -20719662.000000 Penalty: 5948.958984
	Iteration 70Q: 3 clusters Score -2.071966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159929 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -20719644.000000 Penalty: 5948.958984
	Iteration 71Q: 3 clusters Score -2.071964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159938 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -20719644.000000 Penalty: 5948.958984
	Iteration 72Q: 3 clusters Score -2.071964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159946 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -20719650.000000 Penalty: 5948.958984
	Iteration 73Q: 3 clusters Score -2.071965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159952 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -20719640.000000 Penalty: 5948.958984
	Iteration 74Q: 3 clusters Score -2.071964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159956 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -20719658.000000 Penalty: 5948.958984
	Iteration 75Q: 3 clusters Score -2.071966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159962 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -20719658.000000 Penalty: 5948.958984
	Iteration 76Q: 3 clusters Score -2.071966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159969 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -20719658.000000 Penalty: 5948.958984
	Iteration 77Q: 3 clusters Score -2.071966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159971 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -20719670.000000 Penalty: 5948.958984
	Iteration 78Q: 3 clusters Score -2.071967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159975 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -20719662.000000 Penalty: 5948.958984
	Iteration 79Q: 3 clusters Score -2.071966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159978 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -20719682.000000 Penalty: 5948.958984
	Iteration 80F: 3 clusters Score -2.071968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159978 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -20719678.000000 Penalty: 5948.958984
	Iteration 81Q: 3 clusters Score -2.071968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159977 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -20719676.000000 Penalty: 5948.958984
	Iteration 82Q: 3 clusters Score -2.071968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159975 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -20719660.000000 Penalty: 5948.958984
	Iteration 83Q: 3 clusters Score -2.071966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159977 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -20719656.000000 Penalty: 5948.958984
	Iteration 84Q: 3 clusters Score -2.071966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159977 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -20719656.000000 Penalty: 5948.958984
	Iteration 85F: 3 clusters Score -2.071966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (64855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Entering Unmasked Estep 
Score: -7961687.500000 Penalty: 2747.817627
	Iteration 0F: 2 clusters Score -7961688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -7918162.000000 Penalty: 5495.635254
	Iteration 0F: 3 clusters Score -7918162 nChanged 30262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -7935317.000000 Penalty: 5495.635254
	Iteration 1F: 3 clusters Score -7935317 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -7937029.500000 Penalty: 5495.635254
	Iteration 2Q: 3 clusters Score -7937030 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -7940369.500000 Penalty: 5495.635254
	Iteration 3F: 3 clusters Score -7940370 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -7945223.500000 Penalty: 5495.635254
	Iteration 4F: 3 clusters Score -7945224 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -7950362.500000 Penalty: 5495.635254
	Iteration 5F: 3 clusters Score -7950362 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -7954472.500000 Penalty: 5495.635254
	Iteration 6F: 3 clusters Score -7954472 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -7957657.000000 Penalty: 5495.635254
	Iteration 7F: 3 clusters Score -7957657 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -7960427.000000 Penalty: 5495.635254
	Iteration 8Q: 3 clusters Score -7960427 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57163 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -7962195.000000 Penalty: 5495.635254
	Iteration 9Q: 3 clusters Score -7962195 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -7962873.000000 Penalty: 5495.635254
	Iteration 10Q: 3 clusters Score -7962873 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -7963155.500000 Penalty: 5495.635254
	Iteration 11Q: 3 clusters Score -7963156 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -7963337.000000 Penalty: 5495.635254
	Iteration 12Q: 3 clusters Score -7963337 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -7963415.000000 Penalty: 5495.635254
	Iteration 13Q: 3 clusters Score -7963415 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -7963452.500000 Penalty: 5495.635254
	Iteration 14Q: 3 clusters Score -7963452 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -7963491.000000 Penalty: 5495.635254
	Iteration 15Q: 3 clusters Score -7963491 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -7963482.500000 Penalty: 5495.635254
	Iteration 16Q: 3 clusters Score -7963482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -7963518.000000 Penalty: 5495.635254
	Iteration 17Q: 3 clusters Score -7963518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -7963513.500000 Penalty: 5495.635254
	Iteration 18Q: 3 clusters Score -7963514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -7963528.500000 Penalty: 5495.635254
	Iteration 19Q: 3 clusters Score -7963528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -7963539.500000 Penalty: 5495.635254
	Iteration 20F: 3 clusters Score -7963540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -7963540.500000 Penalty: 5495.635254
	Iteration 21Q: 3 clusters Score -7963540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60313 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -7963552.000000 Penalty: 5495.635254
	Iteration 22Q: 3 clusters Score -7963552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -7963567.500000 Penalty: 5495.635254
	Iteration 23Q: 3 clusters Score -7963568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -7963564.000000 Penalty: 5495.635254
	Iteration 24Q: 3 clusters Score -7963564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -7963572.500000 Penalty: 5495.635254
	Iteration 25Q: 3 clusters Score -7963572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -7963577.000000 Penalty: 5495.635254
	Iteration 26Q: 3 clusters Score -7963577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -7963567.500000 Penalty: 5495.635254
	Iteration 27Q: 3 clusters Score -7963568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -7963561.000000 Penalty: 5495.635254
	Iteration 28Q: 3 clusters Score -7963561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -7963564.500000 Penalty: 5495.635254
	Iteration 29Q: 3 clusters Score -7963564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -7963565.000000 Penalty: 5495.635254
	Iteration 30Q: 3 clusters Score -7963565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -7963576.000000 Penalty: 5495.635254
	Iteration 31Q: 3 clusters Score -7963576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -7963572.000000 Penalty: 5495.635254
	Iteration 32Q: 3 clusters Score -7963572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60433 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -7963575.000000 Penalty: 5495.635254
	Iteration 33Q: 3 clusters Score -7963575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60446 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -7963572.000000 Penalty: 5495.635254
	Iteration 34Q: 3 clusters Score -7963572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60454 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -7963578.000000 Penalty: 5495.635254
	Iteration 35Q: 3 clusters Score -7963578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -7963576.000000 Penalty: 5495.635254
	Iteration 36Q: 3 clusters Score -7963576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -7963578.000000 Penalty: 5495.635254
	Iteration 37Q: 3 clusters Score -7963578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -7963580.000000 Penalty: 5495.635254
	Iteration 38Q: 3 clusters Score -7963580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60496 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -7963568.500000 Penalty: 5495.635254
	Iteration 39Q: 3 clusters Score -7963568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -7963586.000000 Penalty: 5495.635254
	Iteration 40F: 3 clusters Score -7963586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -7963570.000000 Penalty: 5495.635254
	Iteration 41Q: 3 clusters Score -7963570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -7963583.000000 Penalty: 5495.635254
	Iteration 42Q: 3 clusters Score -7963583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -7963570.000000 Penalty: 5495.635254
	Iteration 43Q: 3 clusters Score -7963570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -7963573.000000 Penalty: 5495.635254
	Iteration 44Q: 3 clusters Score -7963573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -7963576.500000 Penalty: 5495.635254
	Iteration 45Q: 3 clusters Score -7963576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -7963576.500000 Penalty: 5495.635254
	Iteration 46F: 3 clusters Score -7963576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 44128 members 
Mstep: Class 4 contains 1040 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 174277 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 265562 members 
Mstep: Class 10 contains 159466 members 
Mstep: Class 11 contains 10760 members 
Mstep: Class 12 contains 3808 members 
Mstep: Class 13 contains 293 members 
Mstep: Class 14 contains 161760 members 
Mstep: Class 15 contains 60541 members 
Mstep: Class 16 contains 4314 members 
Mstep: Class 17 contains 158331 members 
Mstep: Class 19 contains 60137 members 
Mstep: Class 20 contains 157634 members 
Mstep: Class 22 contains 16335 members 
Entering Unmasked Estep 
Score: -161280176.000000 Penalty: 69791.640625
Splitting cluster 15 changes total score from -161274032.000000 to -161280176.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 17 (158331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158331 members 
Entering Unmasked Estep 
Score: -20381948.000000 Penalty: 2969.165771
	Iteration 0F: 2 clusters Score -2.038195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 79183 members 
Entering Unmasked Estep 
Score: -20284374.000000 Penalty: 5938.331543
	Iteration 0F: 3 clusters Score -2.028437e+07 nChanged 75742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77462 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -20327672.000000 Penalty: 5938.331543
	Iteration 1F: 3 clusters Score -2.032767e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76353 members 
Mstep: Class 2 contains 81978 members 
Entering Unmasked Estep 
Score: -20328304.000000 Penalty: 5938.331543
	Iteration 2Q: 3 clusters Score -2.03283e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74564 members 
Mstep: Class 2 contains 83767 members 
Entering Unmasked Estep 
Score: -20329294.000000 Penalty: 5938.331543
	Iteration 3Q: 3 clusters Score -2.032929e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 86521 members 
Entering Unmasked Estep 
Score: -20330528.000000 Penalty: 5938.331543
	Iteration 4Q: 3 clusters Score -2.033053e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 90641 members 
Entering Unmasked Estep 
Score: -20332846.000000 Penalty: 5938.331543
	Iteration 5Q: 3 clusters Score -2.033285e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 96252 members 
Entering Unmasked Estep 
Score: -20335892.000000 Penalty: 5938.331543
	Iteration 6Q: 3 clusters Score -2.033589e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 103724 members 
Entering Unmasked Estep 
Score: -20340856.000000 Penalty: 5938.331543
	Iteration 7F: 3 clusters Score -2.034086e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 112775 members 
Entering Unmasked Estep 
Score: -20348340.000000 Penalty: 5938.331543
	Iteration 8F: 3 clusters Score -2.034834e+07 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 121602 members 
Entering Unmasked Estep 
Score: -20356212.000000 Penalty: 5938.331543
	Iteration 9F: 3 clusters Score -2.035621e+07 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 128635 members 
Entering Unmasked Estep 
Score: -20362760.000000 Penalty: 5938.331543
	Iteration 10F: 3 clusters Score -2.036276e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 133439 members 
Entering Unmasked Estep 
Score: -20366952.000000 Penalty: 5938.331543
	Iteration 11Q: 3 clusters Score -2.036695e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 136843 members 
Entering Unmasked Estep 
Score: -20369650.000000 Penalty: 5938.331543
	Iteration 12Q: 3 clusters Score -2.036965e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 139563 members 
Entering Unmasked Estep 
Score: -20371574.000000 Penalty: 5938.331543
	Iteration 13Q: 3 clusters Score -2.037157e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 141974 members 
Entering Unmasked Estep 
Score: -20372834.000000 Penalty: 5938.331543
	Iteration 14Q: 3 clusters Score -2.037283e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 144293 members 
Entering Unmasked Estep 
Score: -20373762.000000 Penalty: 5938.331543
	Iteration 15Q: 3 clusters Score -2.037376e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 146420 members 
Entering Unmasked Estep 
Score: -20375064.000000 Penalty: 5938.331543
	Iteration 16Q: 3 clusters Score -2.037506e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 148336 members 
Entering Unmasked Estep 
Score: -20376276.000000 Penalty: 5938.331543
	Iteration 17Q: 3 clusters Score -2.037628e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 150129 members 
Entering Unmasked Estep 
Score: -20377312.000000 Penalty: 5938.331543
	Iteration 18Q: 3 clusters Score -2.037731e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 151715 members 
Entering Unmasked Estep 
Score: -20377912.000000 Penalty: 5938.331543
	Iteration 19Q: 3 clusters Score -2.037791e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 153105 members 
Entering Unmasked Estep 
Score: -20378520.000000 Penalty: 5938.331543
	Iteration 20F: 3 clusters Score -2.037852e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 154163 members 
Entering Unmasked Estep 
Score: -20378990.000000 Penalty: 5938.331543
	Iteration 21Q: 3 clusters Score -2.037899e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 155043 members 
Entering Unmasked Estep 
Score: -20379178.000000 Penalty: 5938.331543
	Iteration 22Q: 3 clusters Score -2.037918e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 155716 members 
Entering Unmasked Estep 
Score: -20379414.000000 Penalty: 5938.331543
	Iteration 23Q: 3 clusters Score -2.037941e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 156241 members 
Entering Unmasked Estep 
Score: -20379534.000000 Penalty: 5938.331543
	Iteration 24Q: 3 clusters Score -2.037953e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 156604 members 
Entering Unmasked Estep 
Score: -20379568.000000 Penalty: 5938.331543
	Iteration 25Q: 3 clusters Score -2.037957e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 156843 members 
Entering Unmasked Estep 
Score: -20379614.000000 Penalty: 5938.331543
	Iteration 26Q: 3 clusters Score -2.037961e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 157027 members 
Entering Unmasked Estep 
Score: -20379680.000000 Penalty: 5938.331543
	Iteration 27Q: 3 clusters Score -2.037968e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 157164 members 
Entering Unmasked Estep 
Score: -20379672.000000 Penalty: 5938.331543
	Iteration 28Q: 3 clusters Score -2.037967e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 157269 members 
Entering Unmasked Estep 
Score: -20379700.000000 Penalty: 5938.331543
	Iteration 29Q: 3 clusters Score -2.03797e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 157358 members 
Entering Unmasked Estep 
Score: -20379742.000000 Penalty: 5938.331543
	Iteration 30Q: 3 clusters Score -2.037974e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 157418 members 
Entering Unmasked Estep 
Score: -20379794.000000 Penalty: 5938.331543
	Iteration 31Q: 3 clusters Score -2.037979e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 157468 members 
Entering Unmasked Estep 
Score: -20379806.000000 Penalty: 5938.331543
	Iteration 32Q: 3 clusters Score -2.037981e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 157500 members 
Entering Unmasked Estep 
Score: -20379820.000000 Penalty: 5938.331543
	Iteration 33Q: 3 clusters Score -2.037982e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 157525 members 
Entering Unmasked Estep 
Score: -20379826.000000 Penalty: 5938.331543
	Iteration 34Q: 3 clusters Score -2.037983e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 157541 members 
Entering Unmasked Estep 
Score: -20379832.000000 Penalty: 5938.331543
	Iteration 35Q: 3 clusters Score -2.037983e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 157553 members 
Entering Unmasked Estep 
Score: -20379826.000000 Penalty: 5938.331543
	Iteration 36Q: 3 clusters Score -2.037983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 157564 members 
Entering Unmasked Estep 
Score: -20379810.000000 Penalty: 5938.331543
	Iteration 37Q: 3 clusters Score -2.037981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 157572 members 
Entering Unmasked Estep 
Score: -20379816.000000 Penalty: 5938.331543
	Iteration 38Q: 3 clusters Score -2.037982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 157584 members 
Entering Unmasked Estep 
Score: -20379832.000000 Penalty: 5938.331543
	Iteration 39Q: 3 clusters Score -2.037983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 157596 members 
Entering Unmasked Estep 
Score: -20379844.000000 Penalty: 5938.331543
	Iteration 40F: 3 clusters Score -2.037984e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 157606 members 
Entering Unmasked Estep 
Score: -20379846.000000 Penalty: 5938.331543
	Iteration 41Q: 3 clusters Score -2.037985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 157616 members 
Entering Unmasked Estep 
Score: -20379870.000000 Penalty: 5938.331543
	Iteration 42Q: 3 clusters Score -2.037987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 157630 members 
Entering Unmasked Estep 
Score: -20379860.000000 Penalty: 5938.331543
	Iteration 43Q: 3 clusters Score -2.037986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 157636 members 
Entering Unmasked Estep 
Score: -20379848.000000 Penalty: 5938.331543
	Iteration 44Q: 3 clusters Score -2.037985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 157643 members 
Entering Unmasked Estep 
Score: -20379854.000000 Penalty: 5938.331543
	Iteration 45Q: 3 clusters Score -2.037985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 157650 members 
Entering Unmasked Estep 
Score: -20379832.000000 Penalty: 5938.331543
	Iteration 46Q: 3 clusters Score -2.037983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 157651 members 
Entering Unmasked Estep 
Score: -20379854.000000 Penalty: 5938.331543
	Iteration 47Q: 3 clusters Score -2.037985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 157649 members 
Entering Unmasked Estep 
Score: -20379866.000000 Penalty: 5938.331543
	Iteration 48Q: 3 clusters Score -2.037987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 157647 members 
Entering Unmasked Estep 
Score: -20379862.000000 Penalty: 5938.331543
	Iteration 49Q: 3 clusters Score -2.037986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 157643 members 
Entering Unmasked Estep 
Score: -20379856.000000 Penalty: 5938.331543
	Iteration 50Q: 3 clusters Score -2.037986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 157638 members 
Entering Unmasked Estep 
Score: -20379850.000000 Penalty: 5938.331543
	Iteration 51Q: 3 clusters Score -2.037985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 157642 members 
Entering Unmasked Estep 
Score: -20379866.000000 Penalty: 5938.331543
	Iteration 52Q: 3 clusters Score -2.037987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 157650 members 
Entering Unmasked Estep 
Score: -20379866.000000 Penalty: 5938.331543
	Iteration 53Q: 3 clusters Score -2.037987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 157657 members 
Entering Unmasked Estep 
Score: -20379858.000000 Penalty: 5938.331543
	Iteration 54Q: 3 clusters Score -2.037986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 157663 members 
Entering Unmasked Estep 
Score: -20379866.000000 Penalty: 5938.331543
	Iteration 55Q: 3 clusters Score -2.037987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 157672 members 
Entering Unmasked Estep 
Score: -20379876.000000 Penalty: 5938.331543
	Iteration 56Q: 3 clusters Score -2.037988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 157678 members 
Entering Unmasked Estep 
Score: -20379870.000000 Penalty: 5938.331543
	Iteration 57Q: 3 clusters Score -2.037987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 157682 members 
Entering Unmasked Estep 
Score: -20379866.000000 Penalty: 5938.331543
	Iteration 58Q: 3 clusters Score -2.037987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 157692 members 
Entering Unmasked Estep 
Score: -20379892.000000 Penalty: 5938.331543
	Iteration 59Q: 3 clusters Score -2.037989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 157696 members 
Entering Unmasked Estep 
Score: -20379890.000000 Penalty: 5938.331543
	Iteration 60F: 3 clusters Score -2.037989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 157702 members 
Entering Unmasked Estep 
Score: -20379878.000000 Penalty: 5938.331543
	Iteration 61Q: 3 clusters Score -2.037988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 157708 members 
Entering Unmasked Estep 
Score: -20379876.000000 Penalty: 5938.331543
	Iteration 62Q: 3 clusters Score -2.037988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 157713 members 
Entering Unmasked Estep 
Score: -20379872.000000 Penalty: 5938.331543
	Iteration 63Q: 3 clusters Score -2.037987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 157713 members 
Entering Unmasked Estep 
Score: -20379882.000000 Penalty: 5938.331543
	Iteration 64Q: 3 clusters Score -2.037988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 157716 members 
Entering Unmasked Estep 
Score: -20379902.000000 Penalty: 5938.331543
	Iteration 65Q: 3 clusters Score -2.03799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 157716 members 
Entering Unmasked Estep 
Score: -20379902.000000 Penalty: 5938.331543
	Iteration 66F: 3 clusters Score -2.03799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (60137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Entering Unmasked Estep 
Score: -7652321.500000 Penalty: 2729.086182
	Iteration 0F: 2 clusters Score -7652322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -7612049.500000 Penalty: 5458.172363
	Iteration 0F: 3 clusters Score -7612050 nChanged 27921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -7627699.500000 Penalty: 5458.172363
	Iteration 1F: 3 clusters Score -7627700 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -7628431.500000 Penalty: 5458.172363
	Iteration 2Q: 3 clusters Score -7628432 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -7629263.500000 Penalty: 5458.172363
	Iteration 3Q: 3 clusters Score -7629264 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -7630239.000000 Penalty: 5458.172363
	Iteration 4Q: 3 clusters Score -7630239 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -7631533.500000 Penalty: 5458.172363
	Iteration 5Q: 3 clusters Score -7631534 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -7633124.000000 Penalty: 5458.172363
	Iteration 6F: 3 clusters Score -7633124 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -7635268.500000 Penalty: 5458.172363
	Iteration 7F: 3 clusters Score -7635268 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -7637854.500000 Penalty: 5458.172363
	Iteration 8F: 3 clusters Score -7637854 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -7640566.500000 Penalty: 5458.172363
	Iteration 9F: 3 clusters Score -7640566 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -7642880.000000 Penalty: 5458.172363
	Iteration 10Q: 3 clusters Score -7642880 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -7644582.000000 Penalty: 5458.172363
	Iteration 11Q: 3 clusters Score -7644582 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -7645888.000000 Penalty: 5458.172363
	Iteration 12Q: 3 clusters Score -7645888 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -7646859.000000 Penalty: 5458.172363
	Iteration 13Q: 3 clusters Score -7646859 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -7647663.000000 Penalty: 5458.172363
	Iteration 14Q: 3 clusters Score -7647663 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -7648316.000000 Penalty: 5458.172363
	Iteration 15Q: 3 clusters Score -7648316 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -7648887.500000 Penalty: 5458.172363
	Iteration 16Q: 3 clusters Score -7648888 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -7649391.000000 Penalty: 5458.172363
	Iteration 17Q: 3 clusters Score -7649391 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 58158 members 
Entering Unmasked Estep 
Score: -7649731.500000 Penalty: 5458.172363
	Iteration 18Q: 3 clusters Score -7649732 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
Score: -7649970.500000 Penalty: 5458.172363
	Iteration 19Q: 3 clusters Score -7649970 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -7650140.500000 Penalty: 5458.172363
	Iteration 20F: 3 clusters Score -7650140 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 58733 members 
Entering Unmasked Estep 
Score: -7650223.000000 Penalty: 5458.172363
	Iteration 21Q: 3 clusters Score -7650223 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -7650273.000000 Penalty: 5458.172363
	Iteration 22Q: 3 clusters Score -7650273 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -7650306.500000 Penalty: 5458.172363
	Iteration 23Q: 3 clusters Score -7650306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -7650345.500000 Penalty: 5458.172363
	Iteration 24Q: 3 clusters Score -7650346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 58960 members 
Entering Unmasked Estep 
Score: -7650370.000000 Penalty: 5458.172363
	Iteration 25Q: 3 clusters Score -7650370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -7650377.500000 Penalty: 5458.172363
	Iteration 26Q: 3 clusters Score -7650378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -7650386.500000 Penalty: 5458.172363
	Iteration 27Q: 3 clusters Score -7650386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -7650392.000000 Penalty: 5458.172363
	Iteration 28Q: 3 clusters Score -7650392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -7650398.500000 Penalty: 5458.172363
	Iteration 29Q: 3 clusters Score -7650398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -7650406.000000 Penalty: 5458.172363
	Iteration 30Q: 3 clusters Score -7650406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 59061 members 
Entering Unmasked Estep 
Score: -7650416.500000 Penalty: 5458.172363
	Iteration 31Q: 3 clusters Score -7650416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -7650422.500000 Penalty: 5458.172363
	Iteration 32Q: 3 clusters Score -7650422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -7650419.000000 Penalty: 5458.172363
	Iteration 33Q: 3 clusters Score -7650419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 59084 members 
Entering Unmasked Estep 
Score: -7650426.500000 Penalty: 5458.172363
	Iteration 34Q: 3 clusters Score -7650426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 59087 members 
Entering Unmasked Estep 
Score: -7650429.000000 Penalty: 5458.172363
	Iteration 35Q: 3 clusters Score -7650429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -7650429.000000 Penalty: 5458.172363
	Iteration 36Q: 3 clusters Score -7650429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -7650429.000000 Penalty: 5458.172363
	Iteration 37F: 3 clusters Score -7650429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (157634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157634 members 
Entering Unmasked Estep 
Score: -20082986.000000 Penalty: 2968.071777
	Iteration 0F: 2 clusters Score -2.008299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -19979924.000000 Penalty: 5936.143555
	Iteration 0F: 3 clusters Score -1.997992e+07 nChanged 75142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71426 members 
Mstep: Class 2 contains 86208 members 
Entering Unmasked Estep 
Score: -20023666.000000 Penalty: 5936.143555
	Iteration 1F: 3 clusters Score -2.002367e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 90674 members 
Entering Unmasked Estep 
Score: -20025468.000000 Penalty: 5936.143555
	Iteration 2Q: 3 clusters Score -2.002547e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 97383 members 
Entering Unmasked Estep 
Score: -20028646.000000 Penalty: 5936.143555
	Iteration 3Q: 3 clusters Score -2.002865e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 107004 members 
Entering Unmasked Estep 
Score: -20034416.000000 Penalty: 5936.143555
	Iteration 4F: 3 clusters Score -2.003442e+07 nChanged 12840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 119528 members 
Entering Unmasked Estep 
Score: -20044422.000000 Penalty: 5936.143555
	Iteration 5F: 3 clusters Score -2.004442e+07 nChanged 13989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 133291 members 
Entering Unmasked Estep 
Score: -20057846.000000 Penalty: 5936.143555
	Iteration 6F: 3 clusters Score -2.005785e+07 nChanged 11916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 144991 members 
Entering Unmasked Estep 
Score: -20069808.000000 Penalty: 5936.143555
	Iteration 7F: 3 clusters Score -2.006981e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 151608 members 
Entering Unmasked Estep 
Score: -20076540.000000 Penalty: 5936.143555
	Iteration 8Q: 3 clusters Score -2.007654e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 154623 members 
Entering Unmasked Estep 
Score: -20079452.000000 Penalty: 5936.143555
	Iteration 9Q: 3 clusters Score -2.007945e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 155700 members 
Entering Unmasked Estep 
Score: -20080596.000000 Penalty: 5936.143555
	Iteration 10Q: 3 clusters Score -2.00806e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 156017 members 
Entering Unmasked Estep 
Score: -20081100.000000 Penalty: 5936.143555
	Iteration 11Q: 3 clusters Score -2.00811e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 156080 members 
Entering Unmasked Estep 
Score: -20081364.000000 Penalty: 5936.143555
	Iteration 12Q: 3 clusters Score -2.008136e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 156039 members 
Entering Unmasked Estep 
Score: -20081492.000000 Penalty: 5936.143555
	Iteration 13Q: 3 clusters Score -2.008149e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 155998 members 
Entering Unmasked Estep 
Score: -20081598.000000 Penalty: 5936.143555
	Iteration 14Q: 3 clusters Score -2.00816e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 155964 members 
Entering Unmasked Estep 
Score: -20081668.000000 Penalty: 5936.143555
	Iteration 15Q: 3 clusters Score -2.008167e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 155926 members 
Entering Unmasked Estep 
Score: -20081748.000000 Penalty: 5936.143555
	Iteration 16Q: 3 clusters Score -2.008175e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 155895 members 
Entering Unmasked Estep 
Score: -20081856.000000 Penalty: 5936.143555
	Iteration 17Q: 3 clusters Score -2.008186e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 155863 members 
Entering Unmasked Estep 
Score: -20081878.000000 Penalty: 5936.143555
	Iteration 18Q: 3 clusters Score -2.008188e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 155838 members 
Entering Unmasked Estep 
Score: -20081906.000000 Penalty: 5936.143555
	Iteration 19Q: 3 clusters Score -2.008191e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 155808 members 
Entering Unmasked Estep 
Score: -20081882.000000 Penalty: 5936.143555
	Iteration 20F: 3 clusters Score -2.008188e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 155783 members 
Entering Unmasked Estep 
Score: -20081908.000000 Penalty: 5936.143555
	Iteration 21Q: 3 clusters Score -2.008191e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 155763 members 
Entering Unmasked Estep 
Score: -20081942.000000 Penalty: 5936.143555
	Iteration 22Q: 3 clusters Score -2.008194e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 155749 members 
Entering Unmasked Estep 
Score: -20081960.000000 Penalty: 5936.143555
	Iteration 23Q: 3 clusters Score -2.008196e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 155733 members 
Entering Unmasked Estep 
Score: -20082004.000000 Penalty: 5936.143555
	Iteration 24Q: 3 clusters Score -2.0082e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 155715 members 
Entering Unmasked Estep 
Score: -20082014.000000 Penalty: 5936.143555
	Iteration 25Q: 3 clusters Score -2.008201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 155706 members 
Entering Unmasked Estep 
Score: -20082010.000000 Penalty: 5936.143555
	Iteration 26Q: 3 clusters Score -2.008201e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 155699 members 
Entering Unmasked Estep 
Score: -20082008.000000 Penalty: 5936.143555
	Iteration 27Q: 3 clusters Score -2.008201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 155683 members 
Entering Unmasked Estep 
Score: -20082004.000000 Penalty: 5936.143555
	Iteration 28Q: 3 clusters Score -2.0082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 155675 members 
Entering Unmasked Estep 
Score: -20082038.000000 Penalty: 5936.143555
	Iteration 29Q: 3 clusters Score -2.008204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 155670 members 
Entering Unmasked Estep 
Score: -20082026.000000 Penalty: 5936.143555
	Iteration 30Q: 3 clusters Score -2.008203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 155664 members 
Entering Unmasked Estep 
Score: -20082032.000000 Penalty: 5936.143555
	Iteration 31Q: 3 clusters Score -2.008203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 155662 members 
Entering Unmasked Estep 
Score: -20082048.000000 Penalty: 5936.143555
	Iteration 32Q: 3 clusters Score -2.008205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 155657 members 
Entering Unmasked Estep 
Score: -20082028.000000 Penalty: 5936.143555
	Iteration 33Q: 3 clusters Score -2.008203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 155654 members 
Entering Unmasked Estep 
Score: -20082036.000000 Penalty: 5936.143555
	Iteration 34Q: 3 clusters Score -2.008204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 155652 members 
Entering Unmasked Estep 
Score: -20082054.000000 Penalty: 5936.143555
	Iteration 35Q: 3 clusters Score -2.008205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 155647 members 
Entering Unmasked Estep 
Score: -20082056.000000 Penalty: 5936.143555
	Iteration 36Q: 3 clusters Score -2.008206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 155648 members 
Entering Unmasked Estep 
Score: -20082064.000000 Penalty: 5936.143555
	Iteration 37Q: 3 clusters Score -2.008206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 155647 members 
Entering Unmasked Estep 
Score: -20082068.000000 Penalty: 5936.143555
	Iteration 38Q: 3 clusters Score -2.008207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 155648 members 
Entering Unmasked Estep 
Score: -20082064.000000 Penalty: 5936.143555
	Iteration 39Q: 3 clusters Score -2.008206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 155646 members 
Entering Unmasked Estep 
Score: -20082064.000000 Penalty: 5936.143555
	Iteration 40F: 3 clusters Score -2.008206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 155643 members 
Entering Unmasked Estep 
Score: -20082054.000000 Penalty: 5936.143555
	Iteration 41Q: 3 clusters Score -2.008205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 155642 members 
Entering Unmasked Estep 
Score: -20082044.000000 Penalty: 5936.143555
	Iteration 42Q: 3 clusters Score -2.008204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 155641 members 
Entering Unmasked Estep 
Score: -20082044.000000 Penalty: 5936.143555
	Iteration 43Q: 3 clusters Score -2.008204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 155641 members 
Entering Unmasked Estep 
Score: -20082044.000000 Penalty: 5936.143555
	Iteration 44F: 3 clusters Score -2.008204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Entering Unmasked Estep 
Score: -2126896.500000 Penalty: 2405.864258
	Iteration 0F: 2 clusters Score -2126896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2115169.250000 Penalty: 4811.728516
	Iteration 0F: 3 clusters Score -2115169 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2118931.500000 Penalty: 4811.728516
	Iteration 1F: 3 clusters Score -2118932 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2119281.500000 Penalty: 4811.728516
	Iteration 2F: 3 clusters Score -2119282 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2119528.000000 Penalty: 4811.728516
	Iteration 3Q: 3 clusters Score -2119528 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2119727.750000 Penalty: 4811.728516
	Iteration 4Q: 3 clusters Score -2119728 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2119896.250000 Penalty: 4811.728516
	Iteration 5Q: 3 clusters Score -2119896 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2120030.750000 Penalty: 4811.728516
	Iteration 6Q: 3 clusters Score -2120031 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2120170.250000 Penalty: 4811.728516
	Iteration 7Q: 3 clusters Score -2120170 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2120300.500000 Penalty: 4811.728516
	Iteration 8Q: 3 clusters Score -2120300 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2120436.000000 Penalty: 4811.728516
	Iteration 9Q: 3 clusters Score -2120436 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2120597.250000 Penalty: 4811.728516
	Iteration 10Q: 3 clusters Score -2120597 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2120784.000000 Penalty: 4811.728516
	Iteration 11Q: 3 clusters Score -2120784 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2121023.750000 Penalty: 4811.728516
	Iteration 12Q: 3 clusters Score -2121024 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2121353.500000 Penalty: 4811.728516
	Iteration 13Q: 3 clusters Score -2121354 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2121766.500000 Penalty: 4811.728516
	Iteration 14Q: 3 clusters Score -2121766 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2122200.500000 Penalty: 4811.728516
	Iteration 15Q: 3 clusters Score -2122200 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2122619.250000 Penalty: 4811.728516
	Iteration 16Q: 3 clusters Score -2122619 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2123033.250000 Penalty: 4811.728516
	Iteration 17Q: 3 clusters Score -2123033 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2123400.250000 Penalty: 4811.728516
	Iteration 18Q: 3 clusters Score -2123400 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2123680.750000 Penalty: 4811.728516
	Iteration 19Q: 3 clusters Score -2123681 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2123894.250000 Penalty: 4811.728516
	Iteration 20F: 3 clusters Score -2123894 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2124031.500000 Penalty: 4811.728516
	Iteration 21Q: 3 clusters Score -2124032 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2124125.500000 Penalty: 4811.728516
	Iteration 22Q: 3 clusters Score -2124126 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2124205.500000 Penalty: 4811.728516
	Iteration 23Q: 3 clusters Score -2124206 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2124266.750000 Penalty: 4811.728516
	Iteration 24Q: 3 clusters Score -2124267 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2124327.750000 Penalty: 4811.728516
	Iteration 25Q: 3 clusters Score -2124328 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2124384.000000 Penalty: 4811.728516
	Iteration 26Q: 3 clusters Score -2124384 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2124419.750000 Penalty: 4811.728516
	Iteration 27Q: 3 clusters Score -2124420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2124443.500000 Penalty: 4811.728516
	Iteration 28Q: 3 clusters Score -2124444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2124471.000000 Penalty: 4811.728516
	Iteration 29Q: 3 clusters Score -2124471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2124485.250000 Penalty: 4811.728516
	Iteration 30Q: 3 clusters Score -2124485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2124498.500000 Penalty: 4811.728516
	Iteration 31Q: 3 clusters Score -2124498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2124506.750000 Penalty: 4811.728516
	Iteration 32Q: 3 clusters Score -2124507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2124512.250000 Penalty: 4811.728516
	Iteration 33Q: 3 clusters Score -2124512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2124529.500000 Penalty: 4811.728516
	Iteration 34Q: 3 clusters Score -2124530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2124545.750000 Penalty: 4811.728516
	Iteration 35Q: 3 clusters Score -2124546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2124574.250000 Penalty: 4811.728516
	Iteration 36Q: 3 clusters Score -2124574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2124607.250000 Penalty: 4811.728516
	Iteration 37Q: 3 clusters Score -2124607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2124624.000000 Penalty: 4811.728516
	Iteration 38Q: 3 clusters Score -2124624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2124632.250000 Penalty: 4811.728516
	Iteration 39Q: 3 clusters Score -2124632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2124645.750000 Penalty: 4811.728516
	Iteration 40F: 3 clusters Score -2124646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2124655.000000 Penalty: 4811.728516
	Iteration 41Q: 3 clusters Score -2124655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2124658.500000 Penalty: 4811.728516
	Iteration 42Q: 3 clusters Score -2124658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2124664.750000 Penalty: 4811.728516
	Iteration 43Q: 3 clusters Score -2124665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2124667.000000 Penalty: 4811.728516
	Iteration 44Q: 3 clusters Score -2124667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2124670.250000 Penalty: 4811.728516
	Iteration 45Q: 3 clusters Score -2124670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2124673.250000 Penalty: 4811.728516
	Iteration 46Q: 3 clusters Score -2124673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2124681.750000 Penalty: 4811.728516
	Iteration 47Q: 3 clusters Score -2124682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2124684.750000 Penalty: 4811.728516
	Iteration 48Q: 3 clusters Score -2124685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2124692.750000 Penalty: 4811.728516
	Iteration 49Q: 3 clusters Score -2124693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2124695.000000 Penalty: 4811.728516
	Iteration 50Q: 3 clusters Score -2124695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2124694.750000 Penalty: 4811.728516
	Iteration 51Q: 3 clusters Score -2124695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2124695.000000 Penalty: 4811.728516
	Iteration 52Q: 3 clusters Score -2124695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2124697.500000 Penalty: 4811.728516
	Iteration 53Q: 3 clusters Score -2124698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2124697.250000 Penalty: 4811.728516
	Iteration 54Q: 3 clusters Score -2124697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2124695.750000 Penalty: 4811.728516
	Iteration 55Q: 3 clusters Score -2124696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2124694.250000 Penalty: 4811.728516
	Iteration 56Q: 3 clusters Score -2124694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2124695.000000 Penalty: 4811.728516
	Iteration 57Q: 3 clusters Score -2124695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2124696.250000 Penalty: 4811.728516
	Iteration 58Q: 3 clusters Score -2124696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2124696.500000 Penalty: 4811.728516
	Iteration 59Q: 3 clusters Score -2124696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2124697.500000 Penalty: 4811.728516
	Iteration 60F: 3 clusters Score -2124698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2124699.750000 Penalty: 4811.728516
	Iteration 61Q: 3 clusters Score -2124700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2124698.500000 Penalty: 4811.728516
	Iteration 62Q: 3 clusters Score -2124698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2124697.000000 Penalty: 4811.728516
	Iteration 63Q: 3 clusters Score -2124697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2124702.000000 Penalty: 4811.728516
	Iteration 64Q: 3 clusters Score -2124702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2124703.750000 Penalty: 4811.728516
	Iteration 65Q: 3 clusters Score -2124704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2124704.750000 Penalty: 4811.728516
	Iteration 66Q: 3 clusters Score -2124705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2124707.500000 Penalty: 4811.728516
	Iteration 67Q: 3 clusters Score -2124708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2124709.500000 Penalty: 4811.728516
	Iteration 68Q: 3 clusters Score -2124710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2124712.500000 Penalty: 4811.728516
	Iteration 69Q: 3 clusters Score -2124712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2124716.250000 Penalty: 4811.728516
	Iteration 70Q: 3 clusters Score -2124716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2124717.500000 Penalty: 4811.728516
	Iteration 71Q: 3 clusters Score -2124718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2124722.750000 Penalty: 4811.728516
	Iteration 72Q: 3 clusters Score -2124723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2124729.000000 Penalty: 4811.728516
	Iteration 73Q: 3 clusters Score -2124729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2124727.500000 Penalty: 4811.728516
	Iteration 74Q: 3 clusters Score -2124728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2124730.000000 Penalty: 4811.728516
	Iteration 75Q: 3 clusters Score -2124730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2124735.750000 Penalty: 4811.728516
	Iteration 76Q: 3 clusters Score -2124736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2124741.250000 Penalty: 4811.728516
	Iteration 77Q: 3 clusters Score -2124741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2124744.250000 Penalty: 4811.728516
	Iteration 78Q: 3 clusters Score -2124744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2124749.500000 Penalty: 4811.728516
	Iteration 79Q: 3 clusters Score -2124750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2124752.000000 Penalty: 4811.728516
	Iteration 80F: 3 clusters Score -2124752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2124750.000000 Penalty: 4811.728516
	Iteration 81Q: 3 clusters Score -2124750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2124752.250000 Penalty: 4811.728516
	Iteration 82Q: 3 clusters Score -2124752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2124752.500000 Penalty: 4811.728516
	Iteration 83Q: 3 clusters Score -2124752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2124758.750000 Penalty: 4811.728516
	Iteration 84Q: 3 clusters Score -2124759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2124761.500000 Penalty: 4811.728516
	Iteration 85Q: 3 clusters Score -2124762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2124765.750000 Penalty: 4811.728516
	Iteration 86Q: 3 clusters Score -2124766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2124767.750000 Penalty: 4811.728516
	Iteration 87Q: 3 clusters Score -2124768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2124769.000000 Penalty: 4811.728516
	Iteration 88Q: 3 clusters Score -2124769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2124770.750000 Penalty: 4811.728516
	Iteration 89Q: 3 clusters Score -2124771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2124771.750000 Penalty: 4811.728516
	Iteration 90Q: 3 clusters Score -2124772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2124773.500000 Penalty: 4811.728516
	Iteration 91Q: 3 clusters Score -2124774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2124775.000000 Penalty: 4811.728516
	Iteration 92Q: 3 clusters Score -2124775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2124778.000000 Penalty: 4811.728516
	Iteration 93Q: 3 clusters Score -2124778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2124777.500000 Penalty: 4811.728516
	Iteration 94Q: 3 clusters Score -2124778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2124779.750000 Penalty: 4811.728516
	Iteration 95Q: 3 clusters Score -2124780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2124780.000000 Penalty: 4811.728516
	Iteration 96Q: 3 clusters Score -2124780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2124782.250000 Penalty: 4811.728516
	Iteration 97Q: 3 clusters Score -2124782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2124783.750000 Penalty: 4811.728516
	Iteration 98Q: 3 clusters Score -2124784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2124783.750000 Penalty: 4811.728516
	Iteration 99F: 3 clusters Score -2124784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 44128 members 
Mstep: Class 6 contains 174277 members 
Mstep: Class 7 contains 763 members 
Mstep: Class 8 contains 419 members 
Mstep: Class 9 contains 265562 members 
Mstep: Class 10 contains 159466 members 
Mstep: Class 11 contains 10760 members 
Mstep: Class 12 contains 3808 members 
Mstep: Class 14 contains 161760 members 
Mstep: Class 15 contains 60541 members 
Mstep: Class 17 contains 158331 members 
Mstep: Class 19 contains 60137 members 
Mstep: Class 20 contains 157634 members 
Mstep: Class 22 contains 16335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161281760.000000 Penalty: 69791.640625
Iteration 39Q: 21 clusters Score -1.612818e+08 nChanged 13492
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1517 members 
Mstep: Class 3 contains 44370 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 702 members 
Mstep: Class 6 contains 171490 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 453 members 
Mstep: Class 9 contains 262490 members 
Mstep: Class 10 contains 161561 members 
Mstep: Class 11 contains 10853 members 
Mstep: Class 12 contains 3880 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 14 contains 162669 members 
Mstep: Class 15 contains 61857 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 158499 members 
Mstep: Class 19 contains 59902 members 
Mstep: Class 20 contains 158514 members 
Mstep: Class 22 contains 16480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2984.918701 but Gain 3489.585938
Score: -161286864.000000 Penalty: 66302.054688
Iteration 40F: 20 clusters Score -1.612869e+08 nChanged 14812
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1505 members 
Mstep: Class 3 contains 44596 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 793 members 
Mstep: Class 6 contains 171228 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 9 contains 260033 members 
Mstep: Class 10 contains 162923 members 
Mstep: Class 11 contains 10922 members 
Mstep: Class 12 contains 3896 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 163124 members 
Mstep: Class 15 contains 62785 members 
Mstep: Class 16 contains 4781 members 
Mstep: Class 17 contains 158290 members 
Mstep: Class 19 contains 59642 members 
Mstep: Class 20 contains 158034 members 
Mstep: Class 22 contains 16803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161289520.000000 Penalty: 66302.054688
Iteration 41Q: 20 clusters Score -1.612895e+08 nChanged 12890
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 44803 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 813 members 
Mstep: Class 6 contains 169692 members 
Mstep: Class 7 contains 802 members 
Mstep: Class 9 contains 258378 members 
Mstep: Class 10 contains 164218 members 
Mstep: Class 11 contains 10995 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 163709 members 
Mstep: Class 15 contains 63604 members 
Mstep: Class 16 contains 4847 members 
Mstep: Class 17 contains 158256 members 
Mstep: Class 19 contains 59398 members 
Mstep: Class 20 contains 157933 members 
Mstep: Class 22 contains 17094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161290256.000000 Penalty: 66302.054688
Iteration 42Q: 20 clusters Score -1.612903e+08 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 44982 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 819 members 
Mstep: Class 6 contains 167569 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 9 contains 257265 members 
Mstep: Class 10 contains 165324 members 
Mstep: Class 11 contains 11063 members 
Mstep: Class 12 contains 3914 members 
Mstep: Class 13 contains 323 members 
Mstep: Class 14 contains 164301 members 
Mstep: Class 15 contains 64388 members 
Mstep: Class 16 contains 4902 members 
Mstep: Class 17 contains 158328 members 
Mstep: Class 19 contains 59171 members 
Mstep: Class 20 contains 158054 members 
Mstep: Class 22 contains 17406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161290992.000000 Penalty: 66302.054688
Iteration 43Q: 20 clusters Score -1.61291e+08 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 3 contains 45157 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 165427 members 
Mstep: Class 7 contains 802 members 
Mstep: Class 9 contains 256323 members 
Mstep: Class 10 contains 166097 members 
Mstep: Class 11 contains 11127 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 164798 members 
Mstep: Class 15 contains 65160 members 
Mstep: Class 16 contains 4968 members 
Mstep: Class 17 contains 158432 members 
Mstep: Class 19 contains 58965 members 
Mstep: Class 20 contains 158354 members 
Mstep: Class 22 contains 17787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161292528.000000 Penalty: 66302.054688
Iteration 44Q: 20 clusters Score -1.612925e+08 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 45334 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 163620 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 9 contains 255454 members 
Mstep: Class 10 contains 166492 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 3947 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 165209 members 
Mstep: Class 15 contains 65929 members 
Mstep: Class 16 contains 5037 members 
Mstep: Class 17 contains 158512 members 
Mstep: Class 19 contains 58740 members 
Mstep: Class 20 contains 158763 members 
Mstep: Class 22 contains 18168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161293824.000000 Penalty: 66302.054688
Iteration 45Q: 20 clusters Score -1.612938e+08 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 45487 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 162090 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 9 contains 254660 members 
Mstep: Class 10 contains 166647 members 
Mstep: Class 11 contains 11218 members 
Mstep: Class 12 contains 3963 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 165512 members 
Mstep: Class 15 contains 66648 members 
Mstep: Class 16 contains 5097 members 
Mstep: Class 17 contains 158575 members 
Mstep: Class 19 contains 58589 members 
Mstep: Class 20 contains 159247 members 
Mstep: Class 22 contains 18535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161294704.000000 Penalty: 66302.054688
Iteration 46Q: 20 clusters Score -1.612947e+08 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 45621 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 800 members 
Mstep: Class 6 contains 160838 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 9 contains 253934 members 
Mstep: Class 10 contains 166577 members 
Mstep: Class 11 contains 11247 members 
Mstep: Class 12 contains 3977 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 165741 members 
Mstep: Class 15 contains 67301 members 
Mstep: Class 16 contains 5159 members 
Mstep: Class 17 contains 158641 members 
Mstep: Class 19 contains 58461 members 
Mstep: Class 20 contains 159765 members 
Mstep: Class 22 contains 18917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161295824.000000 Penalty: 66302.054688
Iteration 47Q: 20 clusters Score -1.612958e+08 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 45754 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 787 members 
Mstep: Class 6 contains 159947 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 9 contains 253198 members 
Mstep: Class 10 contains 166226 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 165995 members 
Mstep: Class 15 contains 67947 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 158670 members 
Mstep: Class 19 contains 58367 members 
Mstep: Class 20 contains 160197 members 
Mstep: Class 22 contains 19308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161296032.000000 Penalty: 66302.054688
Iteration 48Q: 20 clusters Score -1.61296e+08 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 45862 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 159370 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 9 contains 252421 members 
Mstep: Class 10 contains 165906 members 
Mstep: Class 11 contains 11266 members 
Mstep: Class 12 contains 4004 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 166189 members 
Mstep: Class 15 contains 68558 members 
Mstep: Class 16 contains 5279 members 
Mstep: Class 17 contains 158743 members 
Mstep: Class 19 contains 58238 members 
Mstep: Class 20 contains 160442 members 
Mstep: Class 22 contains 19684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297152.000000 Penalty: 66302.054688
Iteration 49Q: 20 clusters Score -1.612972e+08 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 45979 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 787 members 
Mstep: Class 6 contains 159118 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 251512 members 
Mstep: Class 10 contains 165561 members 
Mstep: Class 11 contains 11285 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 166345 members 
Mstep: Class 15 contains 69107 members 
Mstep: Class 16 contains 5340 members 
Mstep: Class 17 contains 158813 members 
Mstep: Class 19 contains 58093 members 
Mstep: Class 20 contains 160609 members 
Mstep: Class 22 contains 20065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297664.000000 Penalty: 66302.054688
Iteration 50Q: 20 clusters Score -1.612977e+08 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 46094 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 159190 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 9 contains 250459 members 
Mstep: Class 10 contains 165268 members 
Mstep: Class 11 contains 11294 members 
Mstep: Class 12 contains 4027 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 166466 members 
Mstep: Class 15 contains 69661 members 
Mstep: Class 16 contains 5403 members 
Mstep: Class 17 contains 158860 members 
Mstep: Class 19 contains 57904 members 
Mstep: Class 20 contains 160681 members 
Mstep: Class 22 contains 20413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297776.000000 Penalty: 66302.054688
Iteration 51Q: 20 clusters Score -1.612978e+08 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 46219 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 159430 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 9 contains 249324 members 
Mstep: Class 10 contains 165109 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 4043 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 166510 members 
Mstep: Class 15 contains 70188 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 158864 members 
Mstep: Class 19 contains 57739 members 
Mstep: Class 20 contains 160656 members 
Mstep: Class 22 contains 20770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298080.000000 Penalty: 66302.054688
Iteration 52Q: 20 clusters Score -1.612981e+08 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 46318 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 159936 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 9 contains 248072 members 
Mstep: Class 10 contains 164983 members 
Mstep: Class 11 contains 11297 members 
Mstep: Class 12 contains 4064 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 166464 members 
Mstep: Class 15 contains 70660 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 158894 members 
Mstep: Class 19 contains 57628 members 
Mstep: Class 20 contains 160529 members 
Mstep: Class 22 contains 21116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298096.000000 Penalty: 66302.054688
Iteration 53Q: 20 clusters Score -1.612981e+08 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 46399 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 160557 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 246781 members 
Mstep: Class 10 contains 164901 members 
Mstep: Class 11 contains 11312 members 
Mstep: Class 12 contains 4092 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 166343 members 
Mstep: Class 15 contains 71159 members 
Mstep: Class 16 contains 5609 members 
Mstep: Class 17 contains 158899 members 
Mstep: Class 19 contains 57529 members 
Mstep: Class 20 contains 160324 members 
Mstep: Class 22 contains 21471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298320.000000 Penalty: 66302.054688
Iteration 54Q: 20 clusters Score -1.612983e+08 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 46459 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 161250 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 9 contains 245405 members 
Mstep: Class 10 contains 164896 members 
Mstep: Class 11 contains 11324 members 
Mstep: Class 12 contains 4110 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 166218 members 
Mstep: Class 15 contains 71639 members 
Mstep: Class 16 contains 5670 members 
Mstep: Class 17 contains 158912 members 
Mstep: Class 19 contains 57466 members 
Mstep: Class 20 contains 160094 members 
Mstep: Class 22 contains 21806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299136.000000 Penalty: 66302.054688
Iteration 55Q: 20 clusters Score -1.612991e+08 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 46522 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 161973 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 9 contains 243998 members 
Mstep: Class 10 contains 164865 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 4127 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 166093 members 
Mstep: Class 15 contains 72068 members 
Mstep: Class 16 contains 5735 members 
Mstep: Class 17 contains 158954 members 
Mstep: Class 19 contains 57388 members 
Mstep: Class 20 contains 159868 members 
Mstep: Class 22 contains 22166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299376.000000 Penalty: 66302.054688
Iteration 56Q: 20 clusters Score -1.612994e+08 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 46584 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 793 members 
Mstep: Class 6 contains 162715 members 
Mstep: Class 7 contains 802 members 
Mstep: Class 9 contains 242481 members 
Mstep: Class 10 contains 164876 members 
Mstep: Class 11 contains 11335 members 
Mstep: Class 12 contains 4137 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 166014 members 
Mstep: Class 15 contains 72452 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 159006 members 
Mstep: Class 19 contains 57331 members 
Mstep: Class 20 contains 159633 members 
Mstep: Class 22 contains 22524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299920.000000 Penalty: 66302.054688
Iteration 57Q: 20 clusters Score -1.612999e+08 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 46645 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 163440 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 9 contains 241052 members 
Mstep: Class 10 contains 164938 members 
Mstep: Class 11 contains 11348 members 
Mstep: Class 12 contains 4144 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 165960 members 
Mstep: Class 15 contains 72756 members 
Mstep: Class 16 contains 5860 members 
Mstep: Class 17 contains 159021 members 
Mstep: Class 19 contains 57263 members 
Mstep: Class 20 contains 159350 members 
Mstep: Class 22 contains 22874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299680.000000 Penalty: 66302.054688
Iteration 58Q: 20 clusters Score -1.612997e+08 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 46704 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 822 members 
Mstep: Class 6 contains 164172 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 239666 members 
Mstep: Class 10 contains 164972 members 
Mstep: Class 11 contains 11354 members 
Mstep: Class 12 contains 4148 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 165964 members 
Mstep: Class 15 contains 73056 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 159036 members 
Mstep: Class 19 contains 57205 members 
Mstep: Class 20 contains 159056 members 
Mstep: Class 22 contains 23224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299968.000000 Penalty: 66302.054688
Iteration 59Q: 20 clusters Score -1.613e+08 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 46757 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 840 members 
Mstep: Class 6 contains 164781 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 238288 members 
Mstep: Class 10 contains 165062 members 
Mstep: Class 11 contains 11363 members 
Mstep: Class 12 contains 4149 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 165997 members 
Mstep: Class 15 contains 73368 members 
Mstep: Class 16 contains 5969 members 
Mstep: Class 17 contains 159049 members 
Mstep: Class 19 contains 57115 members 
Mstep: Class 20 contains 158753 members 
Mstep: Class 22 contains 23603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300464.000000 Penalty: 66302.054688
Iteration 60F: 20 clusters Score -1.613005e+08 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 46799 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 856 members 
Mstep: Class 6 contains 165267 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 236966 members 
Mstep: Class 10 contains 165223 members 
Mstep: Class 11 contains 11360 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 345 members 
Mstep: Class 14 contains 166033 members 
Mstep: Class 15 contains 73669 members 
Mstep: Class 16 contains 6027 members 
Mstep: Class 17 contains 159090 members 
Mstep: Class 19 contains 57041 members 
Mstep: Class 20 contains 158408 members 
Mstep: Class 22 contains 23991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301184.000000 Penalty: 66302.054688
Iteration 61Q: 20 clusters Score -1.613012e+08 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 46848 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 873 members 
Mstep: Class 6 contains 165684 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 9 contains 235681 members 
Mstep: Class 10 contains 165343 members 
Mstep: Class 11 contains 11365 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166009 members 
Mstep: Class 15 contains 73968 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 159119 members 
Mstep: Class 19 contains 56973 members 
Mstep: Class 20 contains 158138 members 
Mstep: Class 22 contains 24382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301600.000000 Penalty: 66302.054688
Iteration 62Q: 20 clusters Score -1.613016e+08 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 46888 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 885 members 
Mstep: Class 6 contains 166045 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 9 contains 234385 members 
Mstep: Class 10 contains 165477 members 
Mstep: Class 11 contains 11367 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 165968 members 
Mstep: Class 15 contains 74301 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 159145 members 
Mstep: Class 19 contains 56928 members 
Mstep: Class 20 contains 157901 members 
Mstep: Class 22 contains 24773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301808.000000 Penalty: 66302.054688
Iteration 63Q: 20 clusters Score -1.613018e+08 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 46935 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 166397 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 9 contains 233117 members 
Mstep: Class 10 contains 165583 members 
Mstep: Class 11 contains 11371 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 165936 members 
Mstep: Class 15 contains 74612 members 
Mstep: Class 16 contains 6217 members 
Mstep: Class 17 contains 159149 members 
Mstep: Class 19 contains 56844 members 
Mstep: Class 20 contains 157716 members 
Mstep: Class 22 contains 25196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301776.000000 Penalty: 66302.054688
Iteration 64Q: 20 clusters Score -1.613018e+08 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 46975 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 899 members 
Mstep: Class 6 contains 166668 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 9 contains 231860 members 
Mstep: Class 10 contains 165694 members 
Mstep: Class 11 contains 11382 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 165950 members 
Mstep: Class 15 contains 74890 members 
Mstep: Class 16 contains 6273 members 
Mstep: Class 17 contains 159173 members 
Mstep: Class 19 contains 56764 members 
Mstep: Class 20 contains 157526 members 
Mstep: Class 22 contains 25646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301648.000000 Penalty: 66302.054688
Iteration 65Q: 20 clusters Score -1.613016e+08 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47012 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 906 members 
Mstep: Class 6 contains 166884 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 9 contains 230629 members 
Mstep: Class 10 contains 165741 members 
Mstep: Class 11 contains 11390 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166006 members 
Mstep: Class 15 contains 75170 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 159233 members 
Mstep: Class 19 contains 56685 members 
Mstep: Class 20 contains 157332 members 
Mstep: Class 22 contains 26139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301680.000000 Penalty: 66302.054688
Iteration 66Q: 20 clusters Score -1.613017e+08 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47046 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 911 members 
Mstep: Class 6 contains 167024 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 9 contains 229480 members 
Mstep: Class 10 contains 165742 members 
Mstep: Class 11 contains 11386 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166108 members 
Mstep: Class 15 contains 75443 members 
Mstep: Class 16 contains 6392 members 
Mstep: Class 17 contains 159298 members 
Mstep: Class 19 contains 56623 members 
Mstep: Class 20 contains 157124 members 
Mstep: Class 22 contains 26643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302096.000000 Penalty: 66302.054688
Iteration 67Q: 20 clusters Score -1.613021e+08 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47066 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 6 contains 167191 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 9 contains 228331 members 
Mstep: Class 10 contains 165712 members 
Mstep: Class 11 contains 11403 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166201 members 
Mstep: Class 15 contains 75688 members 
Mstep: Class 16 contains 6449 members 
Mstep: Class 17 contains 159359 members 
Mstep: Class 19 contains 56575 members 
Mstep: Class 20 contains 156951 members 
Mstep: Class 22 contains 27145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301808.000000 Penalty: 66302.054688
Iteration 68Q: 20 clusters Score -1.613018e+08 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47088 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 924 members 
Mstep: Class 6 contains 167326 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 9 contains 227171 members 
Mstep: Class 10 contains 165758 members 
Mstep: Class 11 contains 11414 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166312 members 
Mstep: Class 15 contains 75900 members 
Mstep: Class 16 contains 6499 members 
Mstep: Class 17 contains 159427 members 
Mstep: Class 19 contains 56513 members 
Mstep: Class 20 contains 156743 members 
Mstep: Class 22 contains 27671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301488.000000 Penalty: 66302.054688
Iteration 69Q: 20 clusters Score -1.613015e+08 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47116 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 931 members 
Mstep: Class 6 contains 167515 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 9 contains 226017 members 
Mstep: Class 10 contains 165815 members 
Mstep: Class 11 contains 11431 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166369 members 
Mstep: Class 15 contains 76103 members 
Mstep: Class 16 contains 6552 members 
Mstep: Class 17 contains 159464 members 
Mstep: Class 19 contains 56464 members 
Mstep: Class 20 contains 156487 members 
Mstep: Class 22 contains 28228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301312.000000 Penalty: 66302.054688
Iteration 70Q: 20 clusters Score -1.613013e+08 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47144 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 934 members 
Mstep: Class 6 contains 167798 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 9 contains 224860 members 
Mstep: Class 10 contains 165786 members 
Mstep: Class 11 contains 11448 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166461 members 
Mstep: Class 15 contains 76288 members 
Mstep: Class 16 contains 6604 members 
Mstep: Class 17 contains 159495 members 
Mstep: Class 19 contains 56403 members 
Mstep: Class 20 contains 156209 members 
Mstep: Class 22 contains 28786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301232.000000 Penalty: 66302.054688
Iteration 71Q: 20 clusters Score -1.613012e+08 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47180 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 940 members 
Mstep: Class 6 contains 167939 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 9 contains 223693 members 
Mstep: Class 10 contains 165721 members 
Mstep: Class 11 contains 11462 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166552 members 
Mstep: Class 15 contains 76498 members 
Mstep: Class 16 contains 6652 members 
Mstep: Class 17 contains 159556 members 
Mstep: Class 19 contains 56352 members 
Mstep: Class 20 contains 155994 members 
Mstep: Class 22 contains 29389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301168.000000 Penalty: 66302.054688
Iteration 72Q: 20 clusters Score -1.613012e+08 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47218 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 948 members 
Mstep: Class 6 contains 167984 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 9 contains 222547 members 
Mstep: Class 10 contains 165762 members 
Mstep: Class 11 contains 11479 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166583 members 
Mstep: Class 15 contains 76717 members 
Mstep: Class 16 contains 6704 members 
Mstep: Class 17 contains 159630 members 
Mstep: Class 19 contains 56295 members 
Mstep: Class 20 contains 155753 members 
Mstep: Class 22 contains 30006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301808.000000 Penalty: 66302.054688
Iteration 73Q: 20 clusters Score -1.613018e+08 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47250 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 168055 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 221401 members 
Mstep: Class 10 contains 165794 members 
Mstep: Class 11 contains 11485 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166631 members 
Mstep: Class 15 contains 76933 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 17 contains 159684 members 
Mstep: Class 19 contains 56236 members 
Mstep: Class 20 contains 155508 members 
Mstep: Class 22 contains 30642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301936.000000 Penalty: 66302.054688
Iteration 74Q: 20 clusters Score -1.613019e+08 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47291 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 168132 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 220310 members 
Mstep: Class 10 contains 165829 members 
Mstep: Class 11 contains 11486 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166678 members 
Mstep: Class 15 contains 77129 members 
Mstep: Class 16 contains 6794 members 
Mstep: Class 17 contains 159721 members 
Mstep: Class 19 contains 56131 members 
Mstep: Class 20 contains 155217 members 
Mstep: Class 22 contains 31303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302144.000000 Penalty: 66302.054688
Iteration 75Q: 20 clusters Score -1.613021e+08 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47326 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 168204 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 219288 members 
Mstep: Class 10 contains 165834 members 
Mstep: Class 11 contains 11477 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166723 members 
Mstep: Class 15 contains 77282 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 159736 members 
Mstep: Class 19 contains 56064 members 
Mstep: Class 20 contains 154920 members 
Mstep: Class 22 contains 32003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302272.000000 Penalty: 66302.054688
Iteration 76Q: 20 clusters Score -1.613023e+08 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47353 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 962 members 
Mstep: Class 6 contains 168238 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 218304 members 
Mstep: Class 10 contains 165826 members 
Mstep: Class 11 contains 11464 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166753 members 
Mstep: Class 15 contains 77435 members 
Mstep: Class 16 contains 6896 members 
Mstep: Class 17 contains 159729 members 
Mstep: Class 19 contains 56021 members 
Mstep: Class 20 contains 154609 members 
Mstep: Class 22 contains 32719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302160.000000 Penalty: 66302.054688
Iteration 77Q: 20 clusters Score -1.613022e+08 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47375 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 962 members 
Mstep: Class 6 contains 168263 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 9 contains 217364 members 
Mstep: Class 10 contains 165828 members 
Mstep: Class 11 contains 11451 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166764 members 
Mstep: Class 15 contains 77582 members 
Mstep: Class 16 contains 6935 members 
Mstep: Class 17 contains 159715 members 
Mstep: Class 19 contains 55967 members 
Mstep: Class 20 contains 154325 members 
Mstep: Class 22 contains 33410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302208.000000 Penalty: 66302.054688
Iteration 78Q: 20 clusters Score -1.613022e+08 nChanged 4361
Entering ConstructFrom: 
Score: -161302208.000000 Penalty: 66302.054688
Entering ConstructFrom: 
Trying to split cluster 1 (17585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Entering Unmasked Estep 
Score: -2261210.500000 Penalty: 2424.150635
	Iteration 0F: 2 clusters Score -2261210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2248702.750000 Penalty: 4848.301270
	Iteration 0F: 3 clusters Score -2248703 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2252863.250000 Penalty: 4848.301270
	Iteration 1F: 3 clusters Score -2252863 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2253281.500000 Penalty: 4848.301270
	Iteration 2F: 3 clusters Score -2253282 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2253668.000000 Penalty: 4848.301270
	Iteration 3Q: 3 clusters Score -2253668 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2254080.250000 Penalty: 4848.301270
	Iteration 4Q: 3 clusters Score -2254080 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2254545.750000 Penalty: 4848.301270
	Iteration 5Q: 3 clusters Score -2254546 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2255102.000000 Penalty: 4848.301270
	Iteration 6F: 3 clusters Score -2255102 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2255770.750000 Penalty: 4848.301270
	Iteration 7F: 3 clusters Score -2255771 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2256523.750000 Penalty: 4848.301270
	Iteration 8F: 3 clusters Score -2256524 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2257416.250000 Penalty: 4848.301270
	Iteration 9F: 3 clusters Score -2257416 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2258174.000000 Penalty: 4848.301270
	Iteration 10F: 3 clusters Score -2258174 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2258560.750000 Penalty: 4848.301270
	Iteration 11Q: 3 clusters Score -2258561 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2258750.250000 Penalty: 4848.301270
	Iteration 12Q: 3 clusters Score -2258750 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2258844.750000 Penalty: 4848.301270
	Iteration 13Q: 3 clusters Score -2258845 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2258919.750000 Penalty: 4848.301270
	Iteration 14Q: 3 clusters Score -2258920 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2258981.500000 Penalty: 4848.301270
	Iteration 15Q: 3 clusters Score -2258982 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2259026.250000 Penalty: 4848.301270
	Iteration 16Q: 3 clusters Score -2259026 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2259066.750000 Penalty: 4848.301270
	Iteration 17Q: 3 clusters Score -2259067 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2259103.250000 Penalty: 4848.301270
	Iteration 18Q: 3 clusters Score -2259103 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2259121.500000 Penalty: 4848.301270
	Iteration 19Q: 3 clusters Score -2259122 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2259132.250000 Penalty: 4848.301270
	Iteration 20F: 3 clusters Score -2259132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2259144.750000 Penalty: 4848.301270
	Iteration 21Q: 3 clusters Score -2259145 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2259159.250000 Penalty: 4848.301270
	Iteration 22Q: 3 clusters Score -2259159 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2259169.000000 Penalty: 4848.301270
	Iteration 23Q: 3 clusters Score -2259169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2259177.250000 Penalty: 4848.301270
	Iteration 24Q: 3 clusters Score -2259177 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2259191.000000 Penalty: 4848.301270
	Iteration 25Q: 3 clusters Score -2259191 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2259207.750000 Penalty: 4848.301270
	Iteration 26Q: 3 clusters Score -2259208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2259215.250000 Penalty: 4848.301270
	Iteration 27Q: 3 clusters Score -2259215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2259221.500000 Penalty: 4848.301270
	Iteration 28Q: 3 clusters Score -2259222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2259221.750000 Penalty: 4848.301270
	Iteration 29Q: 3 clusters Score -2259222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2259231.500000 Penalty: 4848.301270
	Iteration 30Q: 3 clusters Score -2259232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2259237.500000 Penalty: 4848.301270
	Iteration 31Q: 3 clusters Score -2259238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2259243.000000 Penalty: 4848.301270
	Iteration 32Q: 3 clusters Score -2259243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2259251.250000 Penalty: 4848.301270
	Iteration 33Q: 3 clusters Score -2259251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2259257.500000 Penalty: 4848.301270
	Iteration 34Q: 3 clusters Score -2259258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2259254.000000 Penalty: 4848.301270
	Iteration 35Q: 3 clusters Score -2259254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2259255.750000 Penalty: 4848.301270
	Iteration 36Q: 3 clusters Score -2259256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2259253.500000 Penalty: 4848.301270
	Iteration 37Q: 3 clusters Score -2259254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2259265.000000 Penalty: 4848.301270
	Iteration 38Q: 3 clusters Score -2259265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2259273.000000 Penalty: 4848.301270
	Iteration 39Q: 3 clusters Score -2259273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2259276.000000 Penalty: 4848.301270
	Iteration 40F: 3 clusters Score -2259276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2259277.250000 Penalty: 4848.301270
	Iteration 41Q: 3 clusters Score -2259277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2259279.000000 Penalty: 4848.301270
	Iteration 42Q: 3 clusters Score -2259279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2259293.000000 Penalty: 4848.301270
	Iteration 43Q: 3 clusters Score -2259293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2259292.500000 Penalty: 4848.301270
	Iteration 44Q: 3 clusters Score -2259292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2259297.000000 Penalty: 4848.301270
	Iteration 45Q: 3 clusters Score -2259297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2259307.250000 Penalty: 4848.301270
	Iteration 46Q: 3 clusters Score -2259307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2259313.500000 Penalty: 4848.301270
	Iteration 47Q: 3 clusters Score -2259314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2259317.000000 Penalty: 4848.301270
	Iteration 48Q: 3 clusters Score -2259317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2259323.500000 Penalty: 4848.301270
	Iteration 49Q: 3 clusters Score -2259324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2259322.000000 Penalty: 4848.301270
	Iteration 50Q: 3 clusters Score -2259322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2259323.500000 Penalty: 4848.301270
	Iteration 51Q: 3 clusters Score -2259324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2259329.250000 Penalty: 4848.301270
	Iteration 52Q: 3 clusters Score -2259329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2259329.750000 Penalty: 4848.301270
	Iteration 53Q: 3 clusters Score -2259330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2259328.500000 Penalty: 4848.301270
	Iteration 54Q: 3 clusters Score -2259328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2259333.000000 Penalty: 4848.301270
	Iteration 55Q: 3 clusters Score -2259333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2259338.750000 Penalty: 4848.301270
	Iteration 56Q: 3 clusters Score -2259339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2259341.000000 Penalty: 4848.301270
	Iteration 57Q: 3 clusters Score -2259341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2259343.250000 Penalty: 4848.301270
	Iteration 58Q: 3 clusters Score -2259343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2259346.750000 Penalty: 4848.301270
	Iteration 59Q: 3 clusters Score -2259347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2259347.750000 Penalty: 4848.301270
	Iteration 60F: 3 clusters Score -2259348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2259347.250000 Penalty: 4848.301270
	Iteration 61Q: 3 clusters Score -2259347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2259349.500000 Penalty: 4848.301270
	Iteration 62Q: 3 clusters Score -2259350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2259351.000000 Penalty: 4848.301270
	Iteration 63Q: 3 clusters Score -2259351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2259351.500000 Penalty: 4848.301270
	Iteration 64Q: 3 clusters Score -2259352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2259360.750000 Penalty: 4848.301270
	Iteration 65Q: 3 clusters Score -2259361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2259359.500000 Penalty: 4848.301270
	Iteration 66Q: 3 clusters Score -2259360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2259363.250000 Penalty: 4848.301270
	Iteration 67Q: 3 clusters Score -2259363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2259363.750000 Penalty: 4848.301270
	Iteration 68Q: 3 clusters Score -2259364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2259361.750000 Penalty: 4848.301270
	Iteration 69Q: 3 clusters Score -2259362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2259363.000000 Penalty: 4848.301270
	Iteration 70Q: 3 clusters Score -2259363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2259366.500000 Penalty: 4848.301270
	Iteration 71Q: 3 clusters Score -2259366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2259366.250000 Penalty: 4848.301270
	Iteration 72Q: 3 clusters Score -2259366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2259364.750000 Penalty: 4848.301270
	Iteration 73Q: 3 clusters Score -2259365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2259364.750000 Penalty: 4848.301270
	Iteration 74F: 3 clusters Score -2259365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -148146.750000 Penalty: 1806.124756
	Iteration 0F: 2 clusters Score -148146.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -146025.937500 Penalty: 3612.249512
	Iteration 0F: 3 clusters Score -146025.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -147096.406250 Penalty: 3612.249512
	Iteration 1F: 3 clusters Score -147096.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -147815.468750 Penalty: 3612.249512
	Iteration 2F: 3 clusters Score -147815.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -148258.031250 Penalty: 3612.249512
	Iteration 3F: 3 clusters Score -148258 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -148486.609375 Penalty: 3612.249512
	Iteration 4F: 3 clusters Score -148486.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -148668.546875 Penalty: 3612.249512
	Iteration 5Q: 3 clusters Score -148668.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -148867.421875 Penalty: 3612.249512
	Iteration 6Q: 3 clusters Score -148867.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -149046.125000 Penalty: 3612.249512
	Iteration 7Q: 3 clusters Score -149046.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -149228.359375 Penalty: 3612.249512
	Iteration 8Q: 3 clusters Score -149228.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -149311.484375 Penalty: 3612.249512
	Iteration 9Q: 3 clusters Score -149311.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -149342.546875 Penalty: 3612.249512
	Iteration 10Q: 3 clusters Score -149342.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -149381.921875 Penalty: 3612.249512
	Iteration 11Q: 3 clusters Score -149381.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -149413.078125 Penalty: 3612.249512
	Iteration 12Q: 3 clusters Score -149413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -149432.031250 Penalty: 3612.249512
	Iteration 13Q: 3 clusters Score -149432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -149444.984375 Penalty: 3612.249512
	Iteration 14Q: 3 clusters Score -149445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -149446.375000 Penalty: 3612.249512
	Iteration 15Q: 3 clusters Score -149446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -149446.375000 Penalty: 3612.249512
	Iteration 16F: 3 clusters Score -149446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 47391 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 168239 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 9 contains 216426 members 
Mstep: Class 10 contains 165788 members 
Mstep: Class 11 contains 11455 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166764 members 
Mstep: Class 15 contains 77723 members 
Mstep: Class 16 contains 6973 members 
Mstep: Class 17 contains 159733 members 
Mstep: Class 19 contains 55892 members 
Mstep: Class 20 contains 154081 members 
Mstep: Class 22 contains 34135 members 
Entering Unmasked Estep 
Score: -161301952.000000 Penalty: 69791.640625
Splitting cluster 2 changes total score from -161302208.000000 to -161301952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (47391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Entering Unmasked Estep 
Score: -6025460.500000 Penalty: 2670.014648
	Iteration 0F: 2 clusters Score -6025460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -5993461.500000 Penalty: 5340.029297
	Iteration 0F: 3 clusters Score -5993462 nChanged 21887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -6005400.000000 Penalty: 5340.029297
	Iteration 1F: 3 clusters Score -6005400 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -6006291.000000 Penalty: 5340.029297
	Iteration 2Q: 3 clusters Score -6006291 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -6007654.000000 Penalty: 5340.029297
	Iteration 3F: 3 clusters Score -6007654 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -6010111.500000 Penalty: 5340.029297
	Iteration 4F: 3 clusters Score -6010112 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -6013602.500000 Penalty: 5340.029297
	Iteration 5F: 3 clusters Score -6013602 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -6017327.500000 Penalty: 5340.029297
	Iteration 6F: 3 clusters Score -6017328 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -6020473.500000 Penalty: 5340.029297
	Iteration 7F: 3 clusters Score -6020474 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -6022600.500000 Penalty: 5340.029297
	Iteration 8Q: 3 clusters Score -6022600 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -6023480.000000 Penalty: 5340.029297
	Iteration 9Q: 3 clusters Score -6023480 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -6023856.000000 Penalty: 5340.029297
	Iteration 10Q: 3 clusters Score -6023856 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -6023988.500000 Penalty: 5340.029297
	Iteration 11Q: 3 clusters Score -6023988 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -6024069.000000 Penalty: 5340.029297
	Iteration 12Q: 3 clusters Score -6024069 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -6024067.500000 Penalty: 5340.029297
	Iteration 13Q: 3 clusters Score -6024068 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -6024069.000000 Penalty: 5340.029297
	Iteration 14Q: 3 clusters Score -6024069 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -6024062.000000 Penalty: 5340.029297
	Iteration 15Q: 3 clusters Score -6024062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -6024084.000000 Penalty: 5340.029297
	Iteration 16Q: 3 clusters Score -6024084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -6024079.500000 Penalty: 5340.029297
	Iteration 17Q: 3 clusters Score -6024080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -6024083.500000 Penalty: 5340.029297
	Iteration 18Q: 3 clusters Score -6024084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -6024084.500000 Penalty: 5340.029297
	Iteration 19Q: 3 clusters Score -6024084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -6024092.500000 Penalty: 5340.029297
	Iteration 20F: 3 clusters Score -6024092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -6024092.500000 Penalty: 5340.029297
	Iteration 21Q: 3 clusters Score -6024092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -6024091.500000 Penalty: 5340.029297
	Iteration 22Q: 3 clusters Score -6024092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -6024098.000000 Penalty: 5340.029297
	Iteration 23Q: 3 clusters Score -6024098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -6024106.000000 Penalty: 5340.029297
	Iteration 24Q: 3 clusters Score -6024106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -6024098.000000 Penalty: 5340.029297
	Iteration 25Q: 3 clusters Score -6024098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -6024098.000000 Penalty: 5340.029297
	Iteration 26F: 3 clusters Score -6024098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -96889.781250 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -96889.78 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 529 members 
Entering Unmasked Estep 
Score: -95117.601562 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -95117.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -96459.710938 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -96459.71 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -97254.960938 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -97254.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -97478.781250 Penalty: 3446.176758
	Iteration 3F: 3 clusters Score -97478.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -97610.828125 Penalty: 3446.176758
	Iteration 4Q: 3 clusters Score -97610.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -97765.898438 Penalty: 3446.176758
	Iteration 5Q: 3 clusters Score -97765.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -97797.257812 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -97797.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -97821.625000 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -97821.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -97833.843750 Penalty: 3446.176758
	Iteration 8Q: 3 clusters Score -97833.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -97837.601562 Penalty: 3446.176758
	Iteration 9Q: 3 clusters Score -97837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -97838.601562 Penalty: 3446.176758
	Iteration 10Q: 3 clusters Score -97838.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -97840.773438 Penalty: 3446.176758
	Iteration 11Q: 3 clusters Score -97840.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -97842.320312 Penalty: 3446.176758
	Iteration 12Q: 3 clusters Score -97842.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -97843.101562 Penalty: 3446.176758
	Iteration 13Q: 3 clusters Score -97843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -97843.101562 Penalty: 3446.176758
	Iteration 14F: 3 clusters Score -97843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47391 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 168239 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 216426 members 
Mstep: Class 10 contains 165788 members 
Mstep: Class 11 contains 11455 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166764 members 
Mstep: Class 15 contains 77723 members 
Mstep: Class 16 contains 6973 members 
Mstep: Class 17 contains 159733 members 
Mstep: Class 19 contains 55892 members 
Mstep: Class 20 contains 154081 members 
Mstep: Class 22 contains 34135 members 
Entering Unmasked Estep 
Score: -161301776.000000 Penalty: 69791.640625
Splitting cluster 4 changes total score from -161302208.000000 to -161301776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -114601.242188 Penalty: 1704.544556
	Iteration 0F: 2 clusters Score -114601.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -112745.242188 Penalty: 3409.089111
	Iteration 0F: 3 clusters Score -112745.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -113031.945312 Penalty: 3409.089111
	Iteration 1F: 3 clusters Score -113031.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -113118.382812 Penalty: 3409.089111
	Iteration 2F: 3 clusters Score -113118.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -113155.640625 Penalty: 3409.089111
	Iteration 3Q: 3 clusters Score -113155.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -113179.382812 Penalty: 3409.089111
	Iteration 4Q: 3 clusters Score -113179.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -113198.523438 Penalty: 3409.089111
	Iteration 5Q: 3 clusters Score -113198.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -113212.570312 Penalty: 3409.089111
	Iteration 6Q: 3 clusters Score -113212.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113224.335938 Penalty: 3409.089111
	Iteration 7Q: 3 clusters Score -113224.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113238.140625 Penalty: 3409.089111
	Iteration 8Q: 3 clusters Score -113238.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -113247.375000 Penalty: 3409.089111
	Iteration 9Q: 3 clusters Score -113247.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -113252.203125 Penalty: 3409.089111
	Iteration 10Q: 3 clusters Score -113252.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113253.960938 Penalty: 3409.089111
	Iteration 11Q: 3 clusters Score -113254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -113255.796875 Penalty: 3409.089111
	Iteration 12Q: 3 clusters Score -113255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -113259.523438 Penalty: 3409.089111
	Iteration 13Q: 3 clusters Score -113259.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -113268.851562 Penalty: 3409.089111
	Iteration 14Q: 3 clusters Score -113268.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -113279.984375 Penalty: 3409.089111
	Iteration 15Q: 3 clusters Score -113280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -113286.320312 Penalty: 3409.089111
	Iteration 16Q: 3 clusters Score -113286.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -113291.171875 Penalty: 3409.089111
	Iteration 17Q: 3 clusters Score -113291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -113295.539062 Penalty: 3409.089111
	Iteration 18Q: 3 clusters Score -113295.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -113297.859375 Penalty: 3409.089111
	Iteration 19Q: 3 clusters Score -113297.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -113301.484375 Penalty: 3409.089111
	Iteration 20F: 3 clusters Score -113301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -113302.781250 Penalty: 3409.089111
	Iteration 21Q: 3 clusters Score -113302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -113305.171875 Penalty: 3409.089111
	Iteration 22Q: 3 clusters Score -113305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -113310.242188 Penalty: 3409.089111
	Iteration 23Q: 3 clusters Score -113310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -113316.398438 Penalty: 3409.089111
	Iteration 24Q: 3 clusters Score -113316.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -113318.820312 Penalty: 3409.089111
	Iteration 25Q: 3 clusters Score -113318.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -113318.820312 Penalty: 3409.089111
	Iteration 26F: 3 clusters Score -113318.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (168239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168239 members 
Entering Unmasked Estep 
Score: -21521028.000000 Penalty: 2984.218994
	Iteration 0F: 2 clusters Score -2.152103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84221 members 
Mstep: Class 2 contains 84018 members 
Entering Unmasked Estep 
Score: -21415574.000000 Penalty: 5968.437988
	Iteration 0F: 3 clusters Score -2.141557e+07 nChanged 80882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85487 members 
Mstep: Class 2 contains 82752 members 
Entering Unmasked Estep 
Score: -21462052.000000 Penalty: 5968.437988
	Iteration 1F: 3 clusters Score -2.146205e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86290 members 
Mstep: Class 2 contains 81949 members 
Entering Unmasked Estep 
Score: -21462690.000000 Penalty: 5968.437988
	Iteration 2Q: 3 clusters Score -2.146269e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87461 members 
Mstep: Class 2 contains 80778 members 
Entering Unmasked Estep 
Score: -21463450.000000 Penalty: 5968.437988
	Iteration 3Q: 3 clusters Score -2.146345e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89247 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -21464312.000000 Penalty: 5968.437988
	Iteration 4Q: 3 clusters Score -2.146431e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91889 members 
Mstep: Class 2 contains 76350 members 
Entering Unmasked Estep 
Score: -21465498.000000 Penalty: 5968.437988
	Iteration 5Q: 3 clusters Score -2.14655e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95762 members 
Mstep: Class 2 contains 72477 members 
Entering Unmasked Estep 
Score: -21467438.000000 Penalty: 5968.437988
	Iteration 6Q: 3 clusters Score -2.146744e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101332 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -21470260.000000 Penalty: 5968.437988
	Iteration 7Q: 3 clusters Score -2.147026e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109342 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -21475334.000000 Penalty: 5968.437988
	Iteration 8F: 3 clusters Score -2.147533e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119576 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -21483942.000000 Penalty: 5968.437988
	Iteration 9F: 3 clusters Score -2.148394e+07 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130756 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -21494314.000000 Penalty: 5968.437988
	Iteration 10F: 3 clusters Score -2.149431e+07 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140331 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -21503492.000000 Penalty: 5968.437988
	Iteration 11F: 3 clusters Score -2.150349e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147173 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -21509332.000000 Penalty: 5968.437988
	Iteration 12Q: 3 clusters Score -2.150933e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152232 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -21512586.000000 Penalty: 5968.437988
	Iteration 13Q: 3 clusters Score -2.151259e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156419 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -21514642.000000 Penalty: 5968.437988
	Iteration 14Q: 3 clusters Score -2.151464e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159783 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -21515934.000000 Penalty: 5968.437988
	Iteration 15Q: 3 clusters Score -2.151593e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162491 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -21516996.000000 Penalty: 5968.437988
	Iteration 16Q: 3 clusters Score -2.1517e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164472 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -21517636.000000 Penalty: 5968.437988
	Iteration 17Q: 3 clusters Score -2.151764e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165730 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -21517966.000000 Penalty: 5968.437988
	Iteration 18Q: 3 clusters Score -2.151797e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166490 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -21518188.000000 Penalty: 5968.437988
	Iteration 19Q: 3 clusters Score -2.151819e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166937 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -21518336.000000 Penalty: 5968.437988
	Iteration 20F: 3 clusters Score -2.151834e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167197 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -21518422.000000 Penalty: 5968.437988
	Iteration 21Q: 3 clusters Score -2.151842e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167386 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -21518462.000000 Penalty: 5968.437988
	Iteration 22Q: 3 clusters Score -2.151846e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167498 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -21518468.000000 Penalty: 5968.437988
	Iteration 23Q: 3 clusters Score -2.151847e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167571 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -21518524.000000 Penalty: 5968.437988
	Iteration 24Q: 3 clusters Score -2.151852e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167626 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -21518566.000000 Penalty: 5968.437988
	Iteration 25Q: 3 clusters Score -2.151857e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167665 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -21518596.000000 Penalty: 5968.437988
	Iteration 26Q: 3 clusters Score -2.15186e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167692 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -21518620.000000 Penalty: 5968.437988
	Iteration 27Q: 3 clusters Score -2.151862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167711 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -21518600.000000 Penalty: 5968.437988
	Iteration 28Q: 3 clusters Score -2.15186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167721 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -21518602.000000 Penalty: 5968.437988
	Iteration 29Q: 3 clusters Score -2.15186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167732 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -21518612.000000 Penalty: 5968.437988
	Iteration 30Q: 3 clusters Score -2.151861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167735 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -21518626.000000 Penalty: 5968.437988
	Iteration 31Q: 3 clusters Score -2.151863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167737 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -21518622.000000 Penalty: 5968.437988
	Iteration 32Q: 3 clusters Score -2.151862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167740 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -21518622.000000 Penalty: 5968.437988
	Iteration 33Q: 3 clusters Score -2.151862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167744 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -21518618.000000 Penalty: 5968.437988
	Iteration 34Q: 3 clusters Score -2.151862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167746 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -21518630.000000 Penalty: 5968.437988
	Iteration 35Q: 3 clusters Score -2.151863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167751 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -21518618.000000 Penalty: 5968.437988
	Iteration 36Q: 3 clusters Score -2.151862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167752 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -21518632.000000 Penalty: 5968.437988
	Iteration 37Q: 3 clusters Score -2.151863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167754 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -21518626.000000 Penalty: 5968.437988
	Iteration 38Q: 3 clusters Score -2.151863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167755 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -21518630.000000 Penalty: 5968.437988
	Iteration 39Q: 3 clusters Score -2.151863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167756 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -21518624.000000 Penalty: 5968.437988
	Iteration 40F: 3 clusters Score -2.151862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -92455.132812 Penalty: 1658.711914
	Iteration 0F: 2 clusters Score -92455.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -90687.367188 Penalty: 3317.423828
	Iteration 0F: 3 clusters Score -90687.37 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -90941.414062 Penalty: 3317.423828
	Iteration 1F: 3 clusters Score -90941.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91033.734375 Penalty: 3317.423828
	Iteration 2F: 3 clusters Score -91033.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91075.296875 Penalty: 3317.423828
	Iteration 3Q: 3 clusters Score -91075.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91102.671875 Penalty: 3317.423828
	Iteration 4Q: 3 clusters Score -91102.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91129.218750 Penalty: 3317.423828
	Iteration 5Q: 3 clusters Score -91129.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91159.093750 Penalty: 3317.423828
	Iteration 6Q: 3 clusters Score -91159.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91171.945312 Penalty: 3317.423828
	Iteration 7Q: 3 clusters Score -91171.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91193.531250 Penalty: 3317.423828
	Iteration 8Q: 3 clusters Score -91193.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91246.218750 Penalty: 3317.423828
	Iteration 9Q: 3 clusters Score -91246.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91285.085938 Penalty: 3317.423828
	Iteration 10Q: 3 clusters Score -91285.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91323.070312 Penalty: 3317.423828
	Iteration 11Q: 3 clusters Score -91323.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -91352.007812 Penalty: 3317.423828
	Iteration 12Q: 3 clusters Score -91352.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91398.914062 Penalty: 3317.423828
	Iteration 13Q: 3 clusters Score -91398.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -91466.953125 Penalty: 3317.423828
	Iteration 14Q: 3 clusters Score -91466.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -91547.031250 Penalty: 3317.423828
	Iteration 15Q: 3 clusters Score -91547.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -91656.484375 Penalty: 3317.423828
	Iteration 16Q: 3 clusters Score -91656.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -91703.265625 Penalty: 3317.423828
	Iteration 17Q: 3 clusters Score -91703.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -91728.343750 Penalty: 3317.423828
	Iteration 18Q: 3 clusters Score -91728.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -91750.875000 Penalty: 3317.423828
	Iteration 19Q: 3 clusters Score -91750.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -91757.757812 Penalty: 3317.423828
	Iteration 20F: 3 clusters Score -91757.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -91772.242188 Penalty: 3317.423828
	Iteration 21Q: 3 clusters Score -91772.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -91793.164062 Penalty: 3317.423828
	Iteration 22Q: 3 clusters Score -91793.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91800.609375 Penalty: 3317.423828
	Iteration 23Q: 3 clusters Score -91800.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -91808.109375 Penalty: 3317.423828
	Iteration 24Q: 3 clusters Score -91808.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -91812.429688 Penalty: 3317.423828
	Iteration 25Q: 3 clusters Score -91812.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -91821.281250 Penalty: 3317.423828
	Iteration 26Q: 3 clusters Score -91821.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -91836.195312 Penalty: 3317.423828
	Iteration 27Q: 3 clusters Score -91836.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91849.210938 Penalty: 3317.423828
	Iteration 28Q: 3 clusters Score -91849.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91858.257812 Penalty: 3317.423828
	Iteration 29Q: 3 clusters Score -91858.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91872.679688 Penalty: 3317.423828
	Iteration 30Q: 3 clusters Score -91872.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -91886.679688 Penalty: 3317.423828
	Iteration 31Q: 3 clusters Score -91886.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -91906.375000 Penalty: 3317.423828
	Iteration 32Q: 3 clusters Score -91906.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91917.976562 Penalty: 3317.423828
	Iteration 33Q: 3 clusters Score -91917.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91920.007812 Penalty: 3317.423828
	Iteration 34Q: 3 clusters Score -91920.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91921.843750 Penalty: 3317.423828
	Iteration 35Q: 3 clusters Score -91921.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91923.531250 Penalty: 3317.423828
	Iteration 36Q: 3 clusters Score -91923.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -91926.367188 Penalty: 3317.423828
	Iteration 37Q: 3 clusters Score -91926.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91928.234375 Penalty: 3317.423828
	Iteration 38Q: 3 clusters Score -91928.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91928.234375 Penalty: 3317.423828
	Iteration 39F: 3 clusters Score -91928.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (216426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216426 members 
Entering Unmasked Estep 
Score: -27485244.000000 Penalty: 3046.680908
	Iteration 0F: 2 clusters Score -2.748524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108210 members 
Mstep: Class 2 contains 108216 members 
Entering Unmasked Estep 
Score: -27354232.000000 Penalty: 6093.361816
	Iteration 0F: 3 clusters Score -2.735423e+07 nChanged 104422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106258 members 
Mstep: Class 2 contains 110168 members 
Entering Unmasked Estep 
Score: -27415044.000000 Penalty: 6093.361816
	Iteration 1F: 3 clusters Score -2.741504e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 111809 members 
Entering Unmasked Estep 
Score: -27415870.000000 Penalty: 6093.361816
	Iteration 2Q: 3 clusters Score -2.741587e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102009 members 
Mstep: Class 2 contains 114417 members 
Entering Unmasked Estep 
Score: -27417226.000000 Penalty: 6093.361816
	Iteration 3Q: 3 clusters Score -2.741723e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98087 members 
Mstep: Class 2 contains 118339 members 
Entering Unmasked Estep 
Score: -27418772.000000 Penalty: 6093.361816
	Iteration 4Q: 3 clusters Score -2.741877e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92401 members 
Mstep: Class 2 contains 124025 members 
Entering Unmasked Estep 
Score: -27421518.000000 Penalty: 6093.361816
	Iteration 5Q: 3 clusters Score -2.742152e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84314 members 
Mstep: Class 2 contains 132112 members 
Entering Unmasked Estep 
Score: -27426390.000000 Penalty: 6093.361816
	Iteration 6Q: 3 clusters Score -2.742639e+07 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 142770 members 
Entering Unmasked Estep 
Score: -27434048.000000 Penalty: 6093.361816
	Iteration 7F: 3 clusters Score -2.743405e+07 nChanged 14406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 156186 members 
Entering Unmasked Estep 
Score: -27444532.000000 Penalty: 6093.361816
	Iteration 8F: 3 clusters Score -2.744453e+07 nChanged 14489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 169575 members 
Entering Unmasked Estep 
Score: -27455284.000000 Penalty: 6093.361816
	Iteration 9F: 3 clusters Score -2.745528e+07 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 179661 members 
Entering Unmasked Estep 
Score: -27463922.000000 Penalty: 6093.361816
	Iteration 10F: 3 clusters Score -2.746392e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 185653 members 
Entering Unmasked Estep 
Score: -27469108.000000 Penalty: 6093.361816
	Iteration 11Q: 3 clusters Score -2.746911e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 189090 members 
Entering Unmasked Estep 
Score: -27471902.000000 Penalty: 6093.361816
	Iteration 12Q: 3 clusters Score -2.74719e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 191582 members 
Entering Unmasked Estep 
Score: -27472898.000000 Penalty: 6093.361816
	Iteration 13Q: 3 clusters Score -2.74729e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 193617 members 
Entering Unmasked Estep 
Score: -27473530.000000 Penalty: 6093.361816
	Iteration 14Q: 3 clusters Score -2.747353e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 195335 members 
Entering Unmasked Estep 
Score: -27473960.000000 Penalty: 6093.361816
	Iteration 15Q: 3 clusters Score -2.747396e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 196896 members 
Entering Unmasked Estep 
Score: -27474312.000000 Penalty: 6093.361816
	Iteration 16Q: 3 clusters Score -2.747431e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 198307 members 
Entering Unmasked Estep 
Score: -27474692.000000 Penalty: 6093.361816
	Iteration 17Q: 3 clusters Score -2.747469e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 199596 members 
Entering Unmasked Estep 
Score: -27475296.000000 Penalty: 6093.361816
	Iteration 18Q: 3 clusters Score -2.74753e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 200793 members 
Entering Unmasked Estep 
Score: -27475572.000000 Penalty: 6093.361816
	Iteration 19Q: 3 clusters Score -2.747557e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 201875 members 
Entering Unmasked Estep 
Score: -27475994.000000 Penalty: 6093.361816
	Iteration 20F: 3 clusters Score -2.747599e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 202878 members 
Entering Unmasked Estep 
Score: -27476352.000000 Penalty: 6093.361816
	Iteration 21Q: 3 clusters Score -2.747635e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 203760 members 
Entering Unmasked Estep 
Score: -27476674.000000 Penalty: 6093.361816
	Iteration 22Q: 3 clusters Score -2.747667e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 204610 members 
Entering Unmasked Estep 
Score: -27476956.000000 Penalty: 6093.361816
	Iteration 23Q: 3 clusters Score -2.747696e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 205406 members 
Entering Unmasked Estep 
Score: -27477306.000000 Penalty: 6093.361816
	Iteration 24Q: 3 clusters Score -2.747731e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 206160 members 
Entering Unmasked Estep 
Score: -27477576.000000 Penalty: 6093.361816
	Iteration 25Q: 3 clusters Score -2.747758e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 206864 members 
Entering Unmasked Estep 
Score: -27477954.000000 Penalty: 6093.361816
	Iteration 26Q: 3 clusters Score -2.747795e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 207502 members 
Entering Unmasked Estep 
Score: -27478202.000000 Penalty: 6093.361816
	Iteration 27Q: 3 clusters Score -2.74782e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 208083 members 
Entering Unmasked Estep 
Score: -27478554.000000 Penalty: 6093.361816
	Iteration 28Q: 3 clusters Score -2.747855e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 208581 members 
Entering Unmasked Estep 
Score: -27478824.000000 Penalty: 6093.361816
	Iteration 29Q: 3 clusters Score -2.747882e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 209031 members 
Entering Unmasked Estep 
Score: -27479024.000000 Penalty: 6093.361816
	Iteration 30Q: 3 clusters Score -2.747902e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 209462 members 
Entering Unmasked Estep 
Score: -27479142.000000 Penalty: 6093.361816
	Iteration 31Q: 3 clusters Score -2.747914e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 209882 members 
Entering Unmasked Estep 
Score: -27479278.000000 Penalty: 6093.361816
	Iteration 32Q: 3 clusters Score -2.747928e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 210288 members 
Entering Unmasked Estep 
Score: -27479526.000000 Penalty: 6093.361816
	Iteration 33Q: 3 clusters Score -2.747953e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 210673 members 
Entering Unmasked Estep 
Score: -27479708.000000 Penalty: 6093.361816
	Iteration 34Q: 3 clusters Score -2.747971e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 211054 members 
Entering Unmasked Estep 
Score: -27479932.000000 Penalty: 6093.361816
	Iteration 35Q: 3 clusters Score -2.747993e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 211397 members 
Entering Unmasked Estep 
Score: -27480150.000000 Penalty: 6093.361816
	Iteration 36Q: 3 clusters Score -2.748015e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 211712 members 
Entering Unmasked Estep 
Score: -27480294.000000 Penalty: 6093.361816
	Iteration 37Q: 3 clusters Score -2.748029e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 212024 members 
Entering Unmasked Estep 
Score: -27480494.000000 Penalty: 6093.361816
	Iteration 38Q: 3 clusters Score -2.748049e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 212286 members 
Entering Unmasked Estep 
Score: -27480744.000000 Penalty: 6093.361816
	Iteration 39Q: 3 clusters Score -2.748074e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 212500 members 
Entering Unmasked Estep 
Score: -27480884.000000 Penalty: 6093.361816
	Iteration 40F: 3 clusters Score -2.748088e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 212678 members 
Entering Unmasked Estep 
Score: -27480972.000000 Penalty: 6093.361816
	Iteration 41Q: 3 clusters Score -2.748097e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 212849 members 
Entering Unmasked Estep 
Score: -27481104.000000 Penalty: 6093.361816
	Iteration 42Q: 3 clusters Score -2.74811e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 213011 members 
Entering Unmasked Estep 
Score: -27481264.000000 Penalty: 6093.361816
	Iteration 43Q: 3 clusters Score -2.748126e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 213172 members 
Entering Unmasked Estep 
Score: -27481312.000000 Penalty: 6093.361816
	Iteration 44Q: 3 clusters Score -2.748131e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 213299 members 
Entering Unmasked Estep 
Score: -27481436.000000 Penalty: 6093.361816
	Iteration 45Q: 3 clusters Score -2.748144e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 213434 members 
Entering Unmasked Estep 
Score: -27481508.000000 Penalty: 6093.361816
	Iteration 46Q: 3 clusters Score -2.748151e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 213558 members 
Entering Unmasked Estep 
Score: -27481608.000000 Penalty: 6093.361816
	Iteration 47Q: 3 clusters Score -2.748161e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 213668 members 
Entering Unmasked Estep 
Score: -27481678.000000 Penalty: 6093.361816
	Iteration 48Q: 3 clusters Score -2.748168e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 213758 members 
Entering Unmasked Estep 
Score: -27481714.000000 Penalty: 6093.361816
	Iteration 49Q: 3 clusters Score -2.748171e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 213838 members 
Entering Unmasked Estep 
Score: -27481776.000000 Penalty: 6093.361816
	Iteration 50Q: 3 clusters Score -2.748178e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 213892 members 
Entering Unmasked Estep 
Score: -27481794.000000 Penalty: 6093.361816
	Iteration 51Q: 3 clusters Score -2.748179e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 213927 members 
Entering Unmasked Estep 
Score: -27481814.000000 Penalty: 6093.361816
	Iteration 52Q: 3 clusters Score -2.748181e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 213965 members 
Entering Unmasked Estep 
Score: -27481828.000000 Penalty: 6093.361816
	Iteration 53Q: 3 clusters Score -2.748183e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 213997 members 
Entering Unmasked Estep 
Score: -27481826.000000 Penalty: 6093.361816
	Iteration 54Q: 3 clusters Score -2.748183e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 214040 members 
Entering Unmasked Estep 
Score: -27481904.000000 Penalty: 6093.361816
	Iteration 55Q: 3 clusters Score -2.74819e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 214082 members 
Entering Unmasked Estep 
Score: -27481926.000000 Penalty: 6093.361816
	Iteration 56Q: 3 clusters Score -2.748193e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 214114 members 
Entering Unmasked Estep 
Score: -27481908.000000 Penalty: 6093.361816
	Iteration 57Q: 3 clusters Score -2.748191e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 214148 members 
Entering Unmasked Estep 
Score: -27481920.000000 Penalty: 6093.361816
	Iteration 58Q: 3 clusters Score -2.748192e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 214173 members 
Entering Unmasked Estep 
Score: -27481936.000000 Penalty: 6093.361816
	Iteration 59Q: 3 clusters Score -2.748194e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 214200 members 
Entering Unmasked Estep 
Score: -27481944.000000 Penalty: 6093.361816
	Iteration 60F: 3 clusters Score -2.748194e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 214228 members 
Entering Unmasked Estep 
Score: -27481996.000000 Penalty: 6093.361816
	Iteration 61Q: 3 clusters Score -2.7482e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 214254 members 
Entering Unmasked Estep 
Score: -27482012.000000 Penalty: 6093.361816
	Iteration 62Q: 3 clusters Score -2.748201e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 214283 members 
Entering Unmasked Estep 
Score: -27482010.000000 Penalty: 6093.361816
	Iteration 63Q: 3 clusters Score -2.748201e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 214304 members 
Entering Unmasked Estep 
Score: -27482036.000000 Penalty: 6093.361816
	Iteration 64Q: 3 clusters Score -2.748204e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 214332 members 
Entering Unmasked Estep 
Score: -27482040.000000 Penalty: 6093.361816
	Iteration 65Q: 3 clusters Score -2.748204e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 214362 members 
Entering Unmasked Estep 
Score: -27482056.000000 Penalty: 6093.361816
	Iteration 66Q: 3 clusters Score -2.748206e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 214401 members 
Entering Unmasked Estep 
Score: -27482084.000000 Penalty: 6093.361816
	Iteration 67Q: 3 clusters Score -2.748208e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 214444 members 
Entering Unmasked Estep 
Score: -27482058.000000 Penalty: 6093.361816
	Iteration 68Q: 3 clusters Score -2.748206e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 214472 members 
Entering Unmasked Estep 
Score: -27482102.000000 Penalty: 6093.361816
	Iteration 69Q: 3 clusters Score -2.74821e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 214489 members 
Entering Unmasked Estep 
Score: -27482140.000000 Penalty: 6093.361816
	Iteration 70Q: 3 clusters Score -2.748214e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 214512 members 
Entering Unmasked Estep 
Score: -27482152.000000 Penalty: 6093.361816
	Iteration 71Q: 3 clusters Score -2.748215e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 214529 members 
Entering Unmasked Estep 
Score: -27482166.000000 Penalty: 6093.361816
	Iteration 72Q: 3 clusters Score -2.748217e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 214546 members 
Entering Unmasked Estep 
Score: -27482180.000000 Penalty: 6093.361816
	Iteration 73Q: 3 clusters Score -2.748218e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 214556 members 
Entering Unmasked Estep 
Score: -27482196.000000 Penalty: 6093.361816
	Iteration 74Q: 3 clusters Score -2.74822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 214558 members 
Entering Unmasked Estep 
Score: -27482206.000000 Penalty: 6093.361816
	Iteration 75Q: 3 clusters Score -2.748221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 214563 members 
Entering Unmasked Estep 
Score: -27482212.000000 Penalty: 6093.361816
	Iteration 76Q: 3 clusters Score -2.748221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 214567 members 
Entering Unmasked Estep 
Score: -27482216.000000 Penalty: 6093.361816
	Iteration 77Q: 3 clusters Score -2.748222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 214573 members 
Entering Unmasked Estep 
Score: -27482222.000000 Penalty: 6093.361816
	Iteration 78Q: 3 clusters Score -2.748222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 214573 members 
Entering Unmasked Estep 
Score: -27482222.000000 Penalty: 6093.361816
	Iteration 79Q: 3 clusters Score -2.748222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 214574 members 
Entering Unmasked Estep 
Score: -27482228.000000 Penalty: 6093.361816
	Iteration 80F: 3 clusters Score -2.748223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 214576 members 
Entering Unmasked Estep 
Score: -27482228.000000 Penalty: 6093.361816
	Iteration 81Q: 3 clusters Score -2.748223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 214579 members 
Entering Unmasked Estep 
Score: -27482212.000000 Penalty: 6093.361816
	Iteration 82Q: 3 clusters Score -2.748221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 214586 members 
Entering Unmasked Estep 
Score: -27482210.000000 Penalty: 6093.361816
	Iteration 83Q: 3 clusters Score -2.748221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 214591 members 
Entering Unmasked Estep 
Score: -27482206.000000 Penalty: 6093.361816
	Iteration 84Q: 3 clusters Score -2.748221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 214597 members 
Entering Unmasked Estep 
Score: -27482228.000000 Penalty: 6093.361816
	Iteration 85Q: 3 clusters Score -2.748223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 214600 members 
Entering Unmasked Estep 
Score: -27482252.000000 Penalty: 6093.361816
	Iteration 86Q: 3 clusters Score -2.748225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 214611 members 
Entering Unmasked Estep 
Score: -27482230.000000 Penalty: 6093.361816
	Iteration 87Q: 3 clusters Score -2.748223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 214624 members 
Entering Unmasked Estep 
Score: -27482252.000000 Penalty: 6093.361816
	Iteration 88Q: 3 clusters Score -2.748225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 214637 members 
Entering Unmasked Estep 
Score: -27482270.000000 Penalty: 6093.361816
	Iteration 89Q: 3 clusters Score -2.748227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 214647 members 
Entering Unmasked Estep 
Score: -27482266.000000 Penalty: 6093.361816
	Iteration 90Q: 3 clusters Score -2.748227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 214658 members 
Entering Unmasked Estep 
Score: -27482316.000000 Penalty: 6093.361816
	Iteration 91Q: 3 clusters Score -2.748232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 214659 members 
Entering Unmasked Estep 
Score: -27482312.000000 Penalty: 6093.361816
	Iteration 92Q: 3 clusters Score -2.748231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 214661 members 
Entering Unmasked Estep 
Score: -27482300.000000 Penalty: 6093.361816
	Iteration 93Q: 3 clusters Score -2.74823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 214662 members 
Entering Unmasked Estep 
Score: -27482314.000000 Penalty: 6093.361816
	Iteration 94Q: 3 clusters Score -2.748231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 214666 members 
Entering Unmasked Estep 
Score: -27482310.000000 Penalty: 6093.361816
	Iteration 95Q: 3 clusters Score -2.748231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 214671 members 
Entering Unmasked Estep 
Score: -27482306.000000 Penalty: 6093.361816
	Iteration 96Q: 3 clusters Score -2.748231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 214672 members 
Entering Unmasked Estep 
Score: -27482322.000000 Penalty: 6093.361816
	Iteration 97Q: 3 clusters Score -2.748232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 214673 members 
Entering Unmasked Estep 
Score: -27482304.000000 Penalty: 6093.361816
	Iteration 98Q: 3 clusters Score -2.74823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 214677 members 
Entering Unmasked Estep 
Score: -27482316.000000 Penalty: 6093.361816
	Iteration 99Q: 3 clusters Score -2.748232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 214676 members 
Entering Unmasked Estep 
Score: -27482306.000000 Penalty: 6093.361816
	Iteration 100F: 3 clusters Score -2.748231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 214678 members 
Entering Unmasked Estep 
Score: -27482314.000000 Penalty: 6093.361816
	Iteration 101Q: 3 clusters Score -2.748231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 214685 members 
Entering Unmasked Estep 
Score: -27482332.000000 Penalty: 6093.361816
	Iteration 102Q: 3 clusters Score -2.748233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 214687 members 
Entering Unmasked Estep 
Score: -27482338.000000 Penalty: 6093.361816
	Iteration 103Q: 3 clusters Score -2.748234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 214693 members 
Entering Unmasked Estep 
Score: -27482320.000000 Penalty: 6093.361816
	Iteration 104Q: 3 clusters Score -2.748232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 214700 members 
Entering Unmasked Estep 
Score: -27482326.000000 Penalty: 6093.361816
	Iteration 105Q: 3 clusters Score -2.748233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 214712 members 
Entering Unmasked Estep 
Score: -27482344.000000 Penalty: 6093.361816
	Iteration 106Q: 3 clusters Score -2.748234e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 214719 members 
Entering Unmasked Estep 
Score: -27482316.000000 Penalty: 6093.361816
	Iteration 107Q: 3 clusters Score -2.748232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 214726 members 
Entering Unmasked Estep 
Score: -27482344.000000 Penalty: 6093.361816
	Iteration 108Q: 3 clusters Score -2.748234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 214731 members 
Entering Unmasked Estep 
Score: -27482334.000000 Penalty: 6093.361816
	Iteration 109Q: 3 clusters Score -2.748233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 214733 members 
Entering Unmasked Estep 
Score: -27482346.000000 Penalty: 6093.361816
	Iteration 110Q: 3 clusters Score -2.748235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 214735 members 
Entering Unmasked Estep 
Score: -27482358.000000 Penalty: 6093.361816
	Iteration 111Q: 3 clusters Score -2.748236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 214739 members 
Entering Unmasked Estep 
Score: -27482356.000000 Penalty: 6093.361816
	Iteration 112Q: 3 clusters Score -2.748236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 214740 members 
Entering Unmasked Estep 
Score: -27482354.000000 Penalty: 6093.361816
	Iteration 113Q: 3 clusters Score -2.748235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 214740 members 
Entering Unmasked Estep 
Score: -27482354.000000 Penalty: 6093.361816
	Iteration 114F: 3 clusters Score -2.748235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (165788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165788 members 
Entering Unmasked Estep 
Score: -21047624.000000 Penalty: 2980.579346
	Iteration 0F: 2 clusters Score -2.104762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -20942984.000000 Penalty: 5961.158691
	Iteration 0F: 3 clusters Score -2.094298e+07 nChanged 79410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83624 members 
Mstep: Class 2 contains 82164 members 
Entering Unmasked Estep 
Score: -20988690.000000 Penalty: 5961.158691
	Iteration 1F: 3 clusters Score -2.098869e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83838 members 
Mstep: Class 2 contains 81950 members 
Entering Unmasked Estep 
Score: -20989416.000000 Penalty: 5961.158691
	Iteration 2Q: 3 clusters Score -2.098942e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -20990168.000000 Penalty: 5961.158691
	Iteration 3Q: 3 clusters Score -2.099017e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84976 members 
Mstep: Class 2 contains 80812 members 
Entering Unmasked Estep 
Score: -20991340.000000 Penalty: 5961.158691
	Iteration 4Q: 3 clusters Score -2.099134e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86065 members 
Mstep: Class 2 contains 79723 members 
Entering Unmasked Estep 
Score: -20992852.000000 Penalty: 5961.158691
	Iteration 5Q: 3 clusters Score -2.099285e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87683 members 
Mstep: Class 2 contains 78105 members 
Entering Unmasked Estep 
Score: -20995242.000000 Penalty: 5961.158691
	Iteration 6Q: 3 clusters Score -2.099524e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89917 members 
Mstep: Class 2 contains 75871 members 
Entering Unmasked Estep 
Score: -20998634.000000 Penalty: 5961.158691
	Iteration 7Q: 3 clusters Score -2.099863e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 72988 members 
Entering Unmasked Estep 
Score: -21003516.000000 Penalty: 5961.158691
	Iteration 8F: 3 clusters Score -2.100352e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96202 members 
Mstep: Class 2 contains 69586 members 
Entering Unmasked Estep 
Score: -21009610.000000 Penalty: 5961.158691
	Iteration 9F: 3 clusters Score -2.100961e+07 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99816 members 
Mstep: Class 2 contains 65972 members 
Entering Unmasked Estep 
Score: -21016590.000000 Penalty: 5961.158691
	Iteration 10F: 3 clusters Score -2.101659e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103243 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -21022540.000000 Penalty: 5961.158691
	Iteration 11F: 3 clusters Score -2.102254e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106116 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -21026466.000000 Penalty: 5961.158691
	Iteration 12Q: 3 clusters Score -2.102647e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108670 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -21028444.000000 Penalty: 5961.158691
	Iteration 13Q: 3 clusters Score -2.102844e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110995 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -21029362.000000 Penalty: 5961.158691
	Iteration 14Q: 3 clusters Score -2.102936e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113353 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -21030028.000000 Penalty: 5961.158691
	Iteration 15Q: 3 clusters Score -2.103003e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115717 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -21030596.000000 Penalty: 5961.158691
	Iteration 16Q: 3 clusters Score -2.10306e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118171 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -21031152.000000 Penalty: 5961.158691
	Iteration 17Q: 3 clusters Score -2.103115e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120752 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -21031710.000000 Penalty: 5961.158691
	Iteration 18Q: 3 clusters Score -2.103171e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123503 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -21032424.000000 Penalty: 5961.158691
	Iteration 19Q: 3 clusters Score -2.103242e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126337 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -21033282.000000 Penalty: 5961.158691
	Iteration 20F: 3 clusters Score -2.103328e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129281 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -21034250.000000 Penalty: 5961.158691
	Iteration 21Q: 3 clusters Score -2.103425e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132227 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -21035166.000000 Penalty: 5961.158691
	Iteration 22Q: 3 clusters Score -2.103517e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135207 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -21036136.000000 Penalty: 5961.158691
	Iteration 23Q: 3 clusters Score -2.103614e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138156 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -21037110.000000 Penalty: 5961.158691
	Iteration 24Q: 3 clusters Score -2.103711e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141097 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -21038226.000000 Penalty: 5961.158691
	Iteration 25Q: 3 clusters Score -2.103823e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143953 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -21039154.000000 Penalty: 5961.158691
	Iteration 26Q: 3 clusters Score -2.103915e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146734 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -21040074.000000 Penalty: 5961.158691
	Iteration 27Q: 3 clusters Score -2.104007e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149402 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -21041244.000000 Penalty: 5961.158691
	Iteration 28Q: 3 clusters Score -2.104124e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151878 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -21042246.000000 Penalty: 5961.158691
	Iteration 29Q: 3 clusters Score -2.104225e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154064 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -21043142.000000 Penalty: 5961.158691
	Iteration 30Q: 3 clusters Score -2.104314e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156090 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -21043720.000000 Penalty: 5961.158691
	Iteration 31Q: 3 clusters Score -2.104372e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157796 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -21044344.000000 Penalty: 5961.158691
	Iteration 32Q: 3 clusters Score -2.104434e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159223 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -21044790.000000 Penalty: 5961.158691
	Iteration 33Q: 3 clusters Score -2.104479e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160364 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -21045030.000000 Penalty: 5961.158691
	Iteration 34Q: 3 clusters Score -2.104503e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161266 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -21045280.000000 Penalty: 5961.158691
	Iteration 35Q: 3 clusters Score -2.104528e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161973 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -21045278.000000 Penalty: 5961.158691
	Iteration 36Q: 3 clusters Score -2.104528e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162513 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -21045348.000000 Penalty: 5961.158691
	Iteration 37Q: 3 clusters Score -2.104535e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162903 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -21045384.000000 Penalty: 5961.158691
	Iteration 38Q: 3 clusters Score -2.104538e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163221 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -21045442.000000 Penalty: 5961.158691
	Iteration 39Q: 3 clusters Score -2.104544e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163466 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -21045490.000000 Penalty: 5961.158691
	Iteration 40F: 3 clusters Score -2.104549e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163657 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -21045464.000000 Penalty: 5961.158691
	Iteration 41Q: 3 clusters Score -2.104546e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163805 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -21045462.000000 Penalty: 5961.158691
	Iteration 42Q: 3 clusters Score -2.104546e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163930 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -21045510.000000 Penalty: 5961.158691
	Iteration 43Q: 3 clusters Score -2.104551e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164013 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -21045542.000000 Penalty: 5961.158691
	Iteration 44Q: 3 clusters Score -2.104554e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164094 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -21045582.000000 Penalty: 5961.158691
	Iteration 45Q: 3 clusters Score -2.104558e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164165 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -21045596.000000 Penalty: 5961.158691
	Iteration 46Q: 3 clusters Score -2.10456e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164219 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -21045616.000000 Penalty: 5961.158691
	Iteration 47Q: 3 clusters Score -2.104562e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164270 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -21045616.000000 Penalty: 5961.158691
	Iteration 48Q: 3 clusters Score -2.104562e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164306 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -21045630.000000 Penalty: 5961.158691
	Iteration 49Q: 3 clusters Score -2.104563e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164341 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -21045630.000000 Penalty: 5961.158691
	Iteration 50Q: 3 clusters Score -2.104563e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164359 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -21045624.000000 Penalty: 5961.158691
	Iteration 51Q: 3 clusters Score -2.104562e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164392 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -21045638.000000 Penalty: 5961.158691
	Iteration 52Q: 3 clusters Score -2.104564e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164426 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -21045624.000000 Penalty: 5961.158691
	Iteration 53Q: 3 clusters Score -2.104562e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164447 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -21045654.000000 Penalty: 5961.158691
	Iteration 54Q: 3 clusters Score -2.104565e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164461 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -21045670.000000 Penalty: 5961.158691
	Iteration 55Q: 3 clusters Score -2.104567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164472 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -21045666.000000 Penalty: 5961.158691
	Iteration 56Q: 3 clusters Score -2.104567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164492 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -21045662.000000 Penalty: 5961.158691
	Iteration 57Q: 3 clusters Score -2.104566e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164504 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -21045670.000000 Penalty: 5961.158691
	Iteration 58Q: 3 clusters Score -2.104567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164509 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -21045678.000000 Penalty: 5961.158691
	Iteration 59Q: 3 clusters Score -2.104568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164514 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -21045676.000000 Penalty: 5961.158691
	Iteration 60F: 3 clusters Score -2.104568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164521 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -21045676.000000 Penalty: 5961.158691
	Iteration 61Q: 3 clusters Score -2.104568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164525 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -21045694.000000 Penalty: 5961.158691
	Iteration 62Q: 3 clusters Score -2.104569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164531 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -21045678.000000 Penalty: 5961.158691
	Iteration 63Q: 3 clusters Score -2.104568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164534 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -21045684.000000 Penalty: 5961.158691
	Iteration 64Q: 3 clusters Score -2.104568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164536 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -21045690.000000 Penalty: 5961.158691
	Iteration 65Q: 3 clusters Score -2.104569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164538 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -21045686.000000 Penalty: 5961.158691
	Iteration 66Q: 3 clusters Score -2.104569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164537 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -21045688.000000 Penalty: 5961.158691
	Iteration 67Q: 3 clusters Score -2.104569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164537 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -21045688.000000 Penalty: 5961.158691
	Iteration 68F: 3 clusters Score -2.104569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Entering Unmasked Estep 
Score: -1389461.875000 Penalty: 2317.853027
	Iteration 0F: 2 clusters Score -1389462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1380853.250000 Penalty: 4635.706055
	Iteration 0F: 3 clusters Score -1380853 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1383490.375000 Penalty: 4635.706055
	Iteration 1F: 3 clusters Score -1383490 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1383904.000000 Penalty: 4635.706055
	Iteration 2F: 3 clusters Score -1383904 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1384337.750000 Penalty: 4635.706055
	Iteration 3F: 3 clusters Score -1384338 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1384813.250000 Penalty: 4635.706055
	Iteration 4F: 3 clusters Score -1384813 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1385423.000000 Penalty: 4635.706055
	Iteration 5F: 3 clusters Score -1385423 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1386182.250000 Penalty: 4635.706055
	Iteration 6F: 3 clusters Score -1386182 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1386970.125000 Penalty: 4635.706055
	Iteration 7F: 3 clusters Score -1386970 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1387505.500000 Penalty: 4635.706055
	Iteration 8F: 3 clusters Score -1387506 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1387859.500000 Penalty: 4635.706055
	Iteration 9Q: 3 clusters Score -1387860 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1388024.875000 Penalty: 4635.706055
	Iteration 10Q: 3 clusters Score -1388025 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1388102.500000 Penalty: 4635.706055
	Iteration 11Q: 3 clusters Score -1388102 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1388135.375000 Penalty: 4635.706055
	Iteration 12Q: 3 clusters Score -1388135 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1388161.875000 Penalty: 4635.706055
	Iteration 13Q: 3 clusters Score -1388162 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1388174.875000 Penalty: 4635.706055
	Iteration 14Q: 3 clusters Score -1388175 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1388188.625000 Penalty: 4635.706055
	Iteration 15Q: 3 clusters Score -1388189 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1388195.000000 Penalty: 4635.706055
	Iteration 16Q: 3 clusters Score -1388195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1388196.250000 Penalty: 4635.706055
	Iteration 17Q: 3 clusters Score -1388196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1388198.125000 Penalty: 4635.706055
	Iteration 18Q: 3 clusters Score -1388198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1388204.125000 Penalty: 4635.706055
	Iteration 19Q: 3 clusters Score -1388204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1388204.875000 Penalty: 4635.706055
	Iteration 20F: 3 clusters Score -1388205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1388203.125000 Penalty: 4635.706055
	Iteration 21Q: 3 clusters Score -1388203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1388203.375000 Penalty: 4635.706055
	Iteration 22Q: 3 clusters Score -1388203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1388202.500000 Penalty: 4635.706055
	Iteration 23Q: 3 clusters Score -1388202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1388204.750000 Penalty: 4635.706055
	Iteration 24Q: 3 clusters Score -1388205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1388203.750000 Penalty: 4635.706055
	Iteration 25Q: 3 clusters Score -1388204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1388206.125000 Penalty: 4635.706055
	Iteration 26Q: 3 clusters Score -1388206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1388206.625000 Penalty: 4635.706055
	Iteration 27Q: 3 clusters Score -1388207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1388206.000000 Penalty: 4635.706055
	Iteration 28Q: 3 clusters Score -1388206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1388206.375000 Penalty: 4635.706055
	Iteration 29Q: 3 clusters Score -1388206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1388208.000000 Penalty: 4635.706055
	Iteration 30Q: 3 clusters Score -1388208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1388207.250000 Penalty: 4635.706055
	Iteration 31Q: 3 clusters Score -1388207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1388209.500000 Penalty: 4635.706055
	Iteration 32Q: 3 clusters Score -1388210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1388210.375000 Penalty: 4635.706055
	Iteration 33Q: 3 clusters Score -1388210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1388210.375000 Penalty: 4635.706055
	Iteration 34F: 3 clusters Score -1388210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Entering Unmasked Estep 
Score: -513612.750000 Penalty: 2066.113770
	Iteration 0F: 2 clusters Score -513612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -509697.656250 Penalty: 4132.227539
	Iteration 0F: 3 clusters Score -509697.7 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -510627.250000 Penalty: 4132.227539
	Iteration 1F: 3 clusters Score -510627.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -510895.062500 Penalty: 4132.227539
	Iteration 2F: 3 clusters Score -510895.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -511118.875000 Penalty: 4132.227539
	Iteration 3F: 3 clusters Score -511118.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -511290.218750 Penalty: 4132.227539
	Iteration 4Q: 3 clusters Score -511290.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -511415.750000 Penalty: 4132.227539
	Iteration 5Q: 3 clusters Score -511415.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -511507.843750 Penalty: 4132.227539
	Iteration 6Q: 3 clusters Score -511507.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -511575.406250 Penalty: 4132.227539
	Iteration 7Q: 3 clusters Score -511575.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -511649.437500 Penalty: 4132.227539
	Iteration 8Q: 3 clusters Score -511649.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -511743.406250 Penalty: 4132.227539
	Iteration 9Q: 3 clusters Score -511743.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -511830.968750 Penalty: 4132.227539
	Iteration 10Q: 3 clusters Score -511831 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -511919.000000 Penalty: 4132.227539
	Iteration 11Q: 3 clusters Score -511919 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -511986.281250 Penalty: 4132.227539
	Iteration 12Q: 3 clusters Score -511986.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -512034.281250 Penalty: 4132.227539
	Iteration 13Q: 3 clusters Score -512034.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -512073.937500 Penalty: 4132.227539
	Iteration 14Q: 3 clusters Score -512073.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -512108.718750 Penalty: 4132.227539
	Iteration 15Q: 3 clusters Score -512108.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -512145.312500 Penalty: 4132.227539
	Iteration 16Q: 3 clusters Score -512145.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -512175.906250 Penalty: 4132.227539
	Iteration 17Q: 3 clusters Score -512175.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -512212.750000 Penalty: 4132.227539
	Iteration 18Q: 3 clusters Score -512212.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -512279.875000 Penalty: 4132.227539
	Iteration 19Q: 3 clusters Score -512279.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -512375.343750 Penalty: 4132.227539
	Iteration 20F: 3 clusters Score -512375.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -512514.812500 Penalty: 4132.227539
	Iteration 21Q: 3 clusters Score -512514.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -512765.468750 Penalty: 4132.227539
	Iteration 22Q: 3 clusters Score -512765.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -512994.531250 Penalty: 4132.227539
	Iteration 23Q: 3 clusters Score -512994.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -513084.687500 Penalty: 4132.227539
	Iteration 24Q: 3 clusters Score -513084.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -513118.718750 Penalty: 4132.227539
	Iteration 25Q: 3 clusters Score -513118.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -513138.343750 Penalty: 4132.227539
	Iteration 26Q: 3 clusters Score -513138.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -513153.531250 Penalty: 4132.227539
	Iteration 27Q: 3 clusters Score -513153.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -513172.937500 Penalty: 4132.227539
	Iteration 28Q: 3 clusters Score -513172.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -513177.437500 Penalty: 4132.227539
	Iteration 29Q: 3 clusters Score -513177.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -513182.250000 Penalty: 4132.227539
	Iteration 30Q: 3 clusters Score -513182.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -513186.656250 Penalty: 4132.227539
	Iteration 31Q: 3 clusters Score -513186.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -513192.406250 Penalty: 4132.227539
	Iteration 32Q: 3 clusters Score -513192.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -513199.687500 Penalty: 4132.227539
	Iteration 33Q: 3 clusters Score -513199.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -513207.281250 Penalty: 4132.227539
	Iteration 34Q: 3 clusters Score -513207.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -513211.500000 Penalty: 4132.227539
	Iteration 35Q: 3 clusters Score -513211.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -513213.468750 Penalty: 4132.227539
	Iteration 36Q: 3 clusters Score -513213.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -513214.187500 Penalty: 4132.227539
	Iteration 37Q: 3 clusters Score -513214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -513215.562500 Penalty: 4132.227539
	Iteration 38Q: 3 clusters Score -513215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -513218.093750 Penalty: 4132.227539
	Iteration 39Q: 3 clusters Score -513218.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -513221.000000 Penalty: 4132.227539
	Iteration 40F: 3 clusters Score -513221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -513224.375000 Penalty: 4132.227539
	Iteration 41Q: 3 clusters Score -513224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -513227.281250 Penalty: 4132.227539
	Iteration 42Q: 3 clusters Score -513227.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -513229.062500 Penalty: 4132.227539
	Iteration 43Q: 3 clusters Score -513229.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -513229.625000 Penalty: 4132.227539
	Iteration 44Q: 3 clusters Score -513229.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -513230.968750 Penalty: 4132.227539
	Iteration 45Q: 3 clusters Score -513231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -513232.875000 Penalty: 4132.227539
	Iteration 46Q: 3 clusters Score -513232.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -513233.437500 Penalty: 4132.227539
	Iteration 47Q: 3 clusters Score -513233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -513234.156250 Penalty: 4132.227539
	Iteration 48Q: 3 clusters Score -513234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -513235.656250 Penalty: 4132.227539
	Iteration 49Q: 3 clusters Score -513235.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -513237.937500 Penalty: 4132.227539
	Iteration 50Q: 3 clusters Score -513237.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -513240.093750 Penalty: 4132.227539
	Iteration 51Q: 3 clusters Score -513240.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -513242.875000 Penalty: 4132.227539
	Iteration 52Q: 3 clusters Score -513242.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -513244.437500 Penalty: 4132.227539
	Iteration 53Q: 3 clusters Score -513244.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -513246.250000 Penalty: 4132.227539
	Iteration 54Q: 3 clusters Score -513246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -513246.625000 Penalty: 4132.227539
	Iteration 55Q: 3 clusters Score -513246.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -513246.625000 Penalty: 4132.227539
	Iteration 56F: 3 clusters Score -513246.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -40393.312500 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -40393.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39040.835938 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -39040.84 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39197.601562 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -39197.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39220.371094 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -39220.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39225.722656 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -39225.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39232.597656 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -39232.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39234.523438 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -39234.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39234.523438 Penalty: 2906.950195
	Iteration 6F: 3 clusters Score -39234.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166764 members 
Entering Unmasked Estep 
Score: -21358828.000000 Penalty: 2982.035156
	Iteration 0F: 2 clusters Score -2.135883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83263 members 
Mstep: Class 2 contains 83501 members 
Entering Unmasked Estep 
Score: -21257722.000000 Penalty: 5964.070312
	Iteration 0F: 3 clusters Score -2.125772e+07 nChanged 79875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 86762 members 
Entering Unmasked Estep 
Score: -21305260.000000 Penalty: 5964.070312
	Iteration 1F: 3 clusters Score -2.130526e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 88607 members 
Entering Unmasked Estep 
Score: -21306764.000000 Penalty: 5964.070312
	Iteration 2Q: 3 clusters Score -2.130676e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75405 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -21308850.000000 Penalty: 5964.070312
	Iteration 3Q: 3 clusters Score -2.130885e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 95343 members 
Entering Unmasked Estep 
Score: -21312034.000000 Penalty: 5964.070312
	Iteration 4Q: 3 clusters Score -2.131203e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 100900 members 
Entering Unmasked Estep 
Score: -21316818.000000 Penalty: 5964.070312
	Iteration 5F: 3 clusters Score -2.131682e+07 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 108290 members 
Entering Unmasked Estep 
Score: -21324230.000000 Penalty: 5964.070312
	Iteration 6F: 3 clusters Score -2.132423e+07 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 116860 members 
Entering Unmasked Estep 
Score: -21332894.000000 Penalty: 5964.070312
	Iteration 7F: 3 clusters Score -2.133289e+07 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 124693 members 
Entering Unmasked Estep 
Score: -21341744.000000 Penalty: 5964.070312
	Iteration 8F: 3 clusters Score -2.134174e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 130181 members 
Entering Unmasked Estep 
Score: -21348418.000000 Penalty: 5964.070312
	Iteration 9F: 3 clusters Score -2.134842e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 133698 members 
Entering Unmasked Estep 
Score: -21351908.000000 Penalty: 5964.070312
	Iteration 10Q: 3 clusters Score -2.135191e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 136105 members 
Entering Unmasked Estep 
Score: -21353398.000000 Penalty: 5964.070312
	Iteration 11Q: 3 clusters Score -2.13534e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 138154 members 
Entering Unmasked Estep 
Score: -21354350.000000 Penalty: 5964.070312
	Iteration 12Q: 3 clusters Score -2.135435e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 140127 members 
Entering Unmasked Estep 
Score: -21355158.000000 Penalty: 5964.070312
	Iteration 13Q: 3 clusters Score -2.135516e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 141991 members 
Entering Unmasked Estep 
Score: -21355818.000000 Penalty: 5964.070312
	Iteration 14Q: 3 clusters Score -2.135582e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 143786 members 
Entering Unmasked Estep 
Score: -21356216.000000 Penalty: 5964.070312
	Iteration 15Q: 3 clusters Score -2.135622e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 145440 members 
Entering Unmasked Estep 
Score: -21356632.000000 Penalty: 5964.070312
	Iteration 16Q: 3 clusters Score -2.135663e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 147085 members 
Entering Unmasked Estep 
Score: -21357280.000000 Penalty: 5964.070312
	Iteration 17Q: 3 clusters Score -2.135728e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 148701 members 
Entering Unmasked Estep 
Score: -21357782.000000 Penalty: 5964.070312
	Iteration 18Q: 3 clusters Score -2.135778e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 150275 members 
Entering Unmasked Estep 
Score: -21358042.000000 Penalty: 5964.070312
	Iteration 19Q: 3 clusters Score -2.135804e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 151777 members 
Entering Unmasked Estep 
Score: -21358292.000000 Penalty: 5964.070312
	Iteration 20F: 3 clusters Score -2.135829e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 153206 members 
Entering Unmasked Estep 
Score: -21358524.000000 Penalty: 5964.070312
	Iteration 21Q: 3 clusters Score -2.135852e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 154537 members 
Entering Unmasked Estep 
Score: -21358758.000000 Penalty: 5964.070312
	Iteration 22Q: 3 clusters Score -2.135876e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 155791 members 
Entering Unmasked Estep 
Score: -21358836.000000 Penalty: 5964.070312
	Iteration 23Q: 3 clusters Score -2.135884e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 156939 members 
Entering Unmasked Estep 
Score: -21358814.000000 Penalty: 5964.070312
	Iteration 24Q: 3 clusters Score -2.135881e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 157960 members 
Entering Unmasked Estep 
Score: -21358702.000000 Penalty: 5964.070312
	Iteration 25Q: 3 clusters Score -2.13587e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 158893 members 
Entering Unmasked Estep 
Score: -21358626.000000 Penalty: 5964.070312
	Iteration 26Q: 3 clusters Score -2.135863e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 159720 members 
Entering Unmasked Estep 
Score: -21358584.000000 Penalty: 5964.070312
	Iteration 27Q: 3 clusters Score -2.135858e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 160452 members 
Entering Unmasked Estep 
Score: -21358542.000000 Penalty: 5964.070312
	Iteration 28Q: 3 clusters Score -2.135854e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 161067 members 
Entering Unmasked Estep 
Score: -21358412.000000 Penalty: 5964.070312
	Iteration 29Q: 3 clusters Score -2.135841e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 161605 members 
Entering Unmasked Estep 
Score: -21358362.000000 Penalty: 5964.070312
	Iteration 30Q: 3 clusters Score -2.135836e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 162036 members 
Entering Unmasked Estep 
Score: -21358284.000000 Penalty: 5964.070312
	Iteration 31Q: 3 clusters Score -2.135828e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 162367 members 
Entering Unmasked Estep 
Score: -21358192.000000 Penalty: 5964.070312
	Iteration 32Q: 3 clusters Score -2.135819e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 162663 members 
Entering Unmasked Estep 
Score: -21358154.000000 Penalty: 5964.070312
	Iteration 33Q: 3 clusters Score -2.135815e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 162931 members 
Entering Unmasked Estep 
Score: -21358120.000000 Penalty: 5964.070312
	Iteration 34Q: 3 clusters Score -2.135812e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 163155 members 
Entering Unmasked Estep 
Score: -21358088.000000 Penalty: 5964.070312
	Iteration 35Q: 3 clusters Score -2.135809e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 163330 members 
Entering Unmasked Estep 
Score: -21358098.000000 Penalty: 5964.070312
	Iteration 36Q: 3 clusters Score -2.13581e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 163479 members 
Entering Unmasked Estep 
Score: -21358088.000000 Penalty: 5964.070312
	Iteration 37Q: 3 clusters Score -2.135809e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 163620 members 
Entering Unmasked Estep 
Score: -21358066.000000 Penalty: 5964.070312
	Iteration 38Q: 3 clusters Score -2.135807e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 163752 members 
Entering Unmasked Estep 
Score: -21358108.000000 Penalty: 5964.070312
	Iteration 39Q: 3 clusters Score -2.135811e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 163883 members 
Entering Unmasked Estep 
Score: -21358054.000000 Penalty: 5964.070312
	Iteration 40F: 3 clusters Score -2.135805e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 163991 members 
Entering Unmasked Estep 
Score: -21358046.000000 Penalty: 5964.070312
	Iteration 41Q: 3 clusters Score -2.135805e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 164095 members 
Entering Unmasked Estep 
Score: -21358058.000000 Penalty: 5964.070312
	Iteration 42Q: 3 clusters Score -2.135806e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 164186 members 
Entering Unmasked Estep 
Score: -21357992.000000 Penalty: 5964.070312
	Iteration 43Q: 3 clusters Score -2.135799e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 164262 members 
Entering Unmasked Estep 
Score: -21358002.000000 Penalty: 5964.070312
	Iteration 44Q: 3 clusters Score -2.1358e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 164317 members 
Entering Unmasked Estep 
Score: -21358008.000000 Penalty: 5964.070312
	Iteration 45Q: 3 clusters Score -2.135801e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 164368 members 
Entering Unmasked Estep 
Score: -21358018.000000 Penalty: 5964.070312
	Iteration 46Q: 3 clusters Score -2.135802e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 164419 members 
Entering Unmasked Estep 
Score: -21357984.000000 Penalty: 5964.070312
	Iteration 47Q: 3 clusters Score -2.135798e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 164471 members 
Entering Unmasked Estep 
Score: -21357970.000000 Penalty: 5964.070312
	Iteration 48Q: 3 clusters Score -2.135797e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 164523 members 
Entering Unmasked Estep 
Score: -21357926.000000 Penalty: 5964.070312
	Iteration 49Q: 3 clusters Score -2.135793e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 164567 members 
Entering Unmasked Estep 
Score: -21357908.000000 Penalty: 5964.070312
	Iteration 50Q: 3 clusters Score -2.135791e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 164615 members 
Entering Unmasked Estep 
Score: -21357900.000000 Penalty: 5964.070312
	Iteration 51Q: 3 clusters Score -2.13579e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 164655 members 
Entering Unmasked Estep 
Score: -21357912.000000 Penalty: 5964.070312
	Iteration 52Q: 3 clusters Score -2.135791e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 164698 members 
Entering Unmasked Estep 
Score: -21357892.000000 Penalty: 5964.070312
	Iteration 53Q: 3 clusters Score -2.135789e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 164734 members 
Entering Unmasked Estep 
Score: -21357882.000000 Penalty: 5964.070312
	Iteration 54Q: 3 clusters Score -2.135788e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 164761 members 
Entering Unmasked Estep 
Score: -21357876.000000 Penalty: 5964.070312
	Iteration 55Q: 3 clusters Score -2.135788e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 164782 members 
Entering Unmasked Estep 
Score: -21357884.000000 Penalty: 5964.070312
	Iteration 56Q: 3 clusters Score -2.135788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 164796 members 
Entering Unmasked Estep 
Score: -21357872.000000 Penalty: 5964.070312
	Iteration 57Q: 3 clusters Score -2.135787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 164806 members 
Entering Unmasked Estep 
Score: -21357862.000000 Penalty: 5964.070312
	Iteration 58Q: 3 clusters Score -2.135786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 164821 members 
Entering Unmasked Estep 
Score: -21357868.000000 Penalty: 5964.070312
	Iteration 59Q: 3 clusters Score -2.135787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 164832 members 
Entering Unmasked Estep 
Score: -21357856.000000 Penalty: 5964.070312
	Iteration 60F: 3 clusters Score -2.135786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 164840 members 
Entering Unmasked Estep 
Score: -21357880.000000 Penalty: 5964.070312
	Iteration 61Q: 3 clusters Score -2.135788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 164844 members 
Entering Unmasked Estep 
Score: -21357886.000000 Penalty: 5964.070312
	Iteration 62Q: 3 clusters Score -2.135789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 164847 members 
Entering Unmasked Estep 
Score: -21357894.000000 Penalty: 5964.070312
	Iteration 63Q: 3 clusters Score -2.135789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 164849 members 
Entering Unmasked Estep 
Score: -21357898.000000 Penalty: 5964.070312
	Iteration 64Q: 3 clusters Score -2.13579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 164852 members 
Entering Unmasked Estep 
Score: -21357892.000000 Penalty: 5964.070312
	Iteration 65Q: 3 clusters Score -2.135789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 164858 members 
Entering Unmasked Estep 
Score: -21357904.000000 Penalty: 5964.070312
	Iteration 66Q: 3 clusters Score -2.13579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 164861 members 
Entering Unmasked Estep 
Score: -21357912.000000 Penalty: 5964.070312
	Iteration 67Q: 3 clusters Score -2.135791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 164864 members 
Entering Unmasked Estep 
Score: -21357914.000000 Penalty: 5964.070312
	Iteration 68Q: 3 clusters Score -2.135791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 164866 members 
Entering Unmasked Estep 
Score: -21357908.000000 Penalty: 5964.070312
	Iteration 69Q: 3 clusters Score -2.135791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 164869 members 
Entering Unmasked Estep 
Score: -21357906.000000 Penalty: 5964.070312
	Iteration 70Q: 3 clusters Score -2.135791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 164874 members 
Entering Unmasked Estep 
Score: -21357890.000000 Penalty: 5964.070312
	Iteration 71Q: 3 clusters Score -2.135789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 164882 members 
Entering Unmasked Estep 
Score: -21357910.000000 Penalty: 5964.070312
	Iteration 72Q: 3 clusters Score -2.135791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 164889 members 
Entering Unmasked Estep 
Score: -21357904.000000 Penalty: 5964.070312
	Iteration 73Q: 3 clusters Score -2.13579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 164892 members 
Entering Unmasked Estep 
Score: -21357896.000000 Penalty: 5964.070312
	Iteration 74Q: 3 clusters Score -2.13579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 164900 members 
Entering Unmasked Estep 
Score: -21357896.000000 Penalty: 5964.070312
	Iteration 75Q: 3 clusters Score -2.13579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 164908 members 
Entering Unmasked Estep 
Score: -21357892.000000 Penalty: 5964.070312
	Iteration 76Q: 3 clusters Score -2.135789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 164920 members 
Entering Unmasked Estep 
Score: -21357886.000000 Penalty: 5964.070312
	Iteration 77Q: 3 clusters Score -2.135789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 164927 members 
Entering Unmasked Estep 
Score: -21357870.000000 Penalty: 5964.070312
	Iteration 78Q: 3 clusters Score -2.135787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 164932 members 
Entering Unmasked Estep 
Score: -21357870.000000 Penalty: 5964.070312
	Iteration 79Q: 3 clusters Score -2.135787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 164935 members 
Entering Unmasked Estep 
Score: -21357868.000000 Penalty: 5964.070312
	Iteration 80F: 3 clusters Score -2.135787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 164943 members 
Entering Unmasked Estep 
Score: -21357876.000000 Penalty: 5964.070312
	Iteration 81Q: 3 clusters Score -2.135788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 164947 members 
Entering Unmasked Estep 
Score: -21357874.000000 Penalty: 5964.070312
	Iteration 82Q: 3 clusters Score -2.135787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 164950 members 
Entering Unmasked Estep 
Score: -21357872.000000 Penalty: 5964.070312
	Iteration 83Q: 3 clusters Score -2.135787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 164953 members 
Entering Unmasked Estep 
Score: -21357880.000000 Penalty: 5964.070312
	Iteration 84Q: 3 clusters Score -2.135788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 164958 members 
Entering Unmasked Estep 
Score: -21357868.000000 Penalty: 5964.070312
	Iteration 85Q: 3 clusters Score -2.135787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 164962 members 
Entering Unmasked Estep 
Score: -21357866.000000 Penalty: 5964.070312
	Iteration 86Q: 3 clusters Score -2.135787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 164966 members 
Entering Unmasked Estep 
Score: -21357870.000000 Penalty: 5964.070312
	Iteration 87Q: 3 clusters Score -2.135787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 164967 members 
Entering Unmasked Estep 
Score: -21357874.000000 Penalty: 5964.070312
	Iteration 88Q: 3 clusters Score -2.135787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 164968 members 
Entering Unmasked Estep 
Score: -21357868.000000 Penalty: 5964.070312
	Iteration 89Q: 3 clusters Score -2.135787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 164968 members 
Entering Unmasked Estep 
Score: -21357862.000000 Penalty: 5964.070312
	Iteration 90Q: 3 clusters Score -2.135786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 164970 members 
Entering Unmasked Estep 
Score: -21357868.000000 Penalty: 5964.070312
	Iteration 91Q: 3 clusters Score -2.135787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 164970 members 
Entering Unmasked Estep 
Score: -21357868.000000 Penalty: 5964.070312
	Iteration 92F: 3 clusters Score -2.135787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (77723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77723 members 
Entering Unmasked Estep 
Score: -9616672.000000 Penalty: 2792.704834
	Iteration 0F: 2 clusters Score -9616672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -9564630.000000 Penalty: 5585.409668
	Iteration 0F: 3 clusters Score -9564630 nChanged 36530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -9585358.000000 Penalty: 5585.409668
	Iteration 1F: 3 clusters Score -9585358 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -9585954.000000 Penalty: 5585.409668
	Iteration 2Q: 3 clusters Score -9585954 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -9586511.000000 Penalty: 5585.409668
	Iteration 3Q: 3 clusters Score -9586511 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -9587221.000000 Penalty: 5585.409668
	Iteration 4Q: 3 clusters Score -9587221 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -9588168.000000 Penalty: 5585.409668
	Iteration 5Q: 3 clusters Score -9588168 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -9589694.000000 Penalty: 5585.409668
	Iteration 6Q: 3 clusters Score -9589694 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -9592028.000000 Penalty: 5585.409668
	Iteration 7F: 3 clusters Score -9592028 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -9595296.000000 Penalty: 5585.409668
	Iteration 8F: 3 clusters Score -9595296 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -9599387.000000 Penalty: 5585.409668
	Iteration 9F: 3 clusters Score -9599387 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64279 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -9603260.000000 Penalty: 5585.409668
	Iteration 10F: 3 clusters Score -9603260 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67852 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -9606279.000000 Penalty: 5585.409668
	Iteration 11Q: 3 clusters Score -9606279 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -9608628.000000 Penalty: 5585.409668
	Iteration 12Q: 3 clusters Score -9608628 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -9610397.000000 Penalty: 5585.409668
	Iteration 13Q: 3 clusters Score -9610397 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74519 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -9611835.000000 Penalty: 5585.409668
	Iteration 14Q: 3 clusters Score -9611835 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -9612802.000000 Penalty: 5585.409668
	Iteration 15Q: 3 clusters Score -9612802 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76442 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -9613434.000000 Penalty: 5585.409668
	Iteration 16Q: 3 clusters Score -9613434 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76861 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9613751.000000 Penalty: 5585.409668
	Iteration 17Q: 3 clusters Score -9613751 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77087 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9613930.000000 Penalty: 5585.409668
	Iteration 18Q: 3 clusters Score -9613930 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77213 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9614066.000000 Penalty: 5585.409668
	Iteration 19Q: 3 clusters Score -9614066 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9614137.000000 Penalty: 5585.409668
	Iteration 20F: 3 clusters Score -9614137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9614191.000000 Penalty: 5585.409668
	Iteration 21Q: 3 clusters Score -9614191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77342 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9614213.000000 Penalty: 5585.409668
	Iteration 22Q: 3 clusters Score -9614213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9614232.000000 Penalty: 5585.409668
	Iteration 23Q: 3 clusters Score -9614232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9614237.000000 Penalty: 5585.409668
	Iteration 24Q: 3 clusters Score -9614237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9614244.000000 Penalty: 5585.409668
	Iteration 25Q: 3 clusters Score -9614244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77384 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9614260.000000 Penalty: 5585.409668
	Iteration 26Q: 3 clusters Score -9614260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77389 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9614268.000000 Penalty: 5585.409668
	Iteration 27Q: 3 clusters Score -9614268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77394 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9614284.000000 Penalty: 5585.409668
	Iteration 28Q: 3 clusters Score -9614284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77398 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9614280.000000 Penalty: 5585.409668
	Iteration 29Q: 3 clusters Score -9614280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9614286.000000 Penalty: 5585.409668
	Iteration 30Q: 3 clusters Score -9614286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9614292.000000 Penalty: 5585.409668
	Iteration 31Q: 3 clusters Score -9614292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77409 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9614291.000000 Penalty: 5585.409668
	Iteration 32Q: 3 clusters Score -9614291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77412 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9614295.000000 Penalty: 5585.409668
	Iteration 33Q: 3 clusters Score -9614295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77414 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9614293.000000 Penalty: 5585.409668
	Iteration 34Q: 3 clusters Score -9614293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77414 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9614293.000000 Penalty: 5585.409668
	Iteration 35F: 3 clusters Score -9614293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Entering Unmasked Estep 
Score: -839851.187500 Penalty: 2194.750732
	Iteration 0F: 2 clusters Score -839851.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -834101.625000 Penalty: 4389.501465
	Iteration 0F: 3 clusters Score -834101.6 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -835632.875000 Penalty: 4389.501465
	Iteration 1F: 3 clusters Score -835632.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -836031.875000 Penalty: 4389.501465
	Iteration 2F: 3 clusters Score -836031.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -836400.625000 Penalty: 4389.501465
	Iteration 3F: 3 clusters Score -836400.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -836812.125000 Penalty: 4389.501465
	Iteration 4F: 3 clusters Score -836812.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -837259.687500 Penalty: 4389.501465
	Iteration 5F: 3 clusters Score -837259.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -837663.250000 Penalty: 4389.501465
	Iteration 6F: 3 clusters Score -837663.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -837984.687500 Penalty: 4389.501465
	Iteration 7F: 3 clusters Score -837984.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -838190.250000 Penalty: 4389.501465
	Iteration 8Q: 3 clusters Score -838190.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -838325.500000 Penalty: 4389.501465
	Iteration 9Q: 3 clusters Score -838325.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -838417.250000 Penalty: 4389.501465
	Iteration 10Q: 3 clusters Score -838417.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -838467.437500 Penalty: 4389.501465
	Iteration 11Q: 3 clusters Score -838467.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -838509.812500 Penalty: 4389.501465
	Iteration 12Q: 3 clusters Score -838509.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -838547.000000 Penalty: 4389.501465
	Iteration 13Q: 3 clusters Score -838547 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -838576.437500 Penalty: 4389.501465
	Iteration 14Q: 3 clusters Score -838576.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -838600.062500 Penalty: 4389.501465
	Iteration 15Q: 3 clusters Score -838600.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -838624.250000 Penalty: 4389.501465
	Iteration 16Q: 3 clusters Score -838624.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -838644.562500 Penalty: 4389.501465
	Iteration 17Q: 3 clusters Score -838644.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -838656.250000 Penalty: 4389.501465
	Iteration 18Q: 3 clusters Score -838656.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -838672.375000 Penalty: 4389.501465
	Iteration 19Q: 3 clusters Score -838672.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -838685.562500 Penalty: 4389.501465
	Iteration 20F: 3 clusters Score -838685.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -838695.125000 Penalty: 4389.501465
	Iteration 21Q: 3 clusters Score -838695.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -838706.062500 Penalty: 4389.501465
	Iteration 22Q: 3 clusters Score -838706.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -838720.125000 Penalty: 4389.501465
	Iteration 23Q: 3 clusters Score -838720.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -838729.750000 Penalty: 4389.501465
	Iteration 24Q: 3 clusters Score -838729.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -838739.500000 Penalty: 4389.501465
	Iteration 25Q: 3 clusters Score -838739.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -838749.875000 Penalty: 4389.501465
	Iteration 26Q: 3 clusters Score -838749.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -838761.062500 Penalty: 4389.501465
	Iteration 27Q: 3 clusters Score -838761.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -838771.750000 Penalty: 4389.501465
	Iteration 28Q: 3 clusters Score -838771.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -838780.562500 Penalty: 4389.501465
	Iteration 29Q: 3 clusters Score -838780.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -838785.437500 Penalty: 4389.501465
	Iteration 30Q: 3 clusters Score -838785.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -838790.625000 Penalty: 4389.501465
	Iteration 31Q: 3 clusters Score -838790.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -838792.312500 Penalty: 4389.501465
	Iteration 32Q: 3 clusters Score -838792.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -838792.312500 Penalty: 4389.501465
	Iteration 33Q: 3 clusters Score -838792.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -838796.875000 Penalty: 4389.501465
	Iteration 34Q: 3 clusters Score -838796.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -838797.875000 Penalty: 4389.501465
	Iteration 35Q: 3 clusters Score -838797.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -838798.062500 Penalty: 4389.501465
	Iteration 36Q: 3 clusters Score -838798.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -838801.375000 Penalty: 4389.501465
	Iteration 37Q: 3 clusters Score -838801.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -838804.187500 Penalty: 4389.501465
	Iteration 38Q: 3 clusters Score -838804.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -838807.312500 Penalty: 4389.501465
	Iteration 39Q: 3 clusters Score -838807.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -838811.562500 Penalty: 4389.501465
	Iteration 40F: 3 clusters Score -838811.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -838813.750000 Penalty: 4389.501465
	Iteration 41Q: 3 clusters Score -838813.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -838815.812500 Penalty: 4389.501465
	Iteration 42Q: 3 clusters Score -838815.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -838820.062500 Penalty: 4389.501465
	Iteration 43Q: 3 clusters Score -838820.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -838823.312500 Penalty: 4389.501465
	Iteration 44Q: 3 clusters Score -838823.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -838823.687500 Penalty: 4389.501465
	Iteration 45Q: 3 clusters Score -838823.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -838829.875000 Penalty: 4389.501465
	Iteration 46Q: 3 clusters Score -838829.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -838832.187500 Penalty: 4389.501465
	Iteration 47Q: 3 clusters Score -838832.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -838832.625000 Penalty: 4389.501465
	Iteration 48Q: 3 clusters Score -838832.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -838835.375000 Penalty: 4389.501465
	Iteration 49Q: 3 clusters Score -838835.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -838840.000000 Penalty: 4389.501465
	Iteration 50Q: 3 clusters Score -838840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -838842.500000 Penalty: 4389.501465
	Iteration 51Q: 3 clusters Score -838842.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -838846.250000 Penalty: 4389.501465
	Iteration 52Q: 3 clusters Score -838846.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -838848.375000 Penalty: 4389.501465
	Iteration 53Q: 3 clusters Score -838848.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -838850.125000 Penalty: 4389.501465
	Iteration 54Q: 3 clusters Score -838850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -838852.937500 Penalty: 4389.501465
	Iteration 55Q: 3 clusters Score -838852.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -838857.750000 Penalty: 4389.501465
	Iteration 56Q: 3 clusters Score -838857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -838858.625000 Penalty: 4389.501465
	Iteration 57Q: 3 clusters Score -838858.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -838857.187500 Penalty: 4389.501465
	Iteration 58Q: 3 clusters Score -838857.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -838863.375000 Penalty: 4389.501465
	Iteration 59Q: 3 clusters Score -838863.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -838864.187500 Penalty: 4389.501465
	Iteration 60F: 3 clusters Score -838864.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -838864.250000 Penalty: 4389.501465
	Iteration 61Q: 3 clusters Score -838864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -838865.875000 Penalty: 4389.501465
	Iteration 62Q: 3 clusters Score -838865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -838865.187500 Penalty: 4389.501465
	Iteration 63Q: 3 clusters Score -838865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -838866.375000 Penalty: 4389.501465
	Iteration 64Q: 3 clusters Score -838866.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -838865.562500 Penalty: 4389.501465
	Iteration 65Q: 3 clusters Score -838865.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -838867.625000 Penalty: 4389.501465
	Iteration 66Q: 3 clusters Score -838867.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -838867.625000 Penalty: 4389.501465
	Iteration 67F: 3 clusters Score -838867.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (159733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159733 members 
Entering Unmasked Estep 
Score: -20563608.000000 Penalty: 2971.352295
	Iteration 0F: 2 clusters Score -2.056361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79697 members 
Mstep: Class 2 contains 80036 members 
Entering Unmasked Estep 
Score: -20465036.000000 Penalty: 5942.704590
	Iteration 0F: 3 clusters Score -2.046504e+07 nChanged 76484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -20509548.000000 Penalty: 5942.704590
	Iteration 1F: 3 clusters Score -2.050955e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74518 members 
Mstep: Class 2 contains 85215 members 
Entering Unmasked Estep 
Score: -20510958.000000 Penalty: 5942.704590
	Iteration 2Q: 3 clusters Score -2.051096e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 88403 members 
Entering Unmasked Estep 
Score: -20512422.000000 Penalty: 5942.704590
	Iteration 3Q: 3 clusters Score -2.051242e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66540 members 
Mstep: Class 2 contains 93193 members 
Entering Unmasked Estep 
Score: -20514834.000000 Penalty: 5942.704590
	Iteration 4Q: 3 clusters Score -2.051483e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 100200 members 
Entering Unmasked Estep 
Score: -20518652.000000 Penalty: 5942.704590
	Iteration 5F: 3 clusters Score -2.051865e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 109660 members 
Entering Unmasked Estep 
Score: -20524838.000000 Penalty: 5942.704590
	Iteration 6F: 3 clusters Score -2.052484e+07 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 120988 members 
Entering Unmasked Estep 
Score: -20533658.000000 Penalty: 5942.704590
	Iteration 7F: 3 clusters Score -2.053366e+07 nChanged 11689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 132445 members 
Entering Unmasked Estep 
Score: -20543538.000000 Penalty: 5942.704590
	Iteration 8F: 3 clusters Score -2.054354e+07 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 141111 members 
Entering Unmasked Estep 
Score: -20551712.000000 Penalty: 5942.704590
	Iteration 9F: 3 clusters Score -2.055171e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 146369 members 
Entering Unmasked Estep 
Score: -20556074.000000 Penalty: 5942.704590
	Iteration 10Q: 3 clusters Score -2.055607e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 149302 members 
Entering Unmasked Estep 
Score: -20558602.000000 Penalty: 5942.704590
	Iteration 11Q: 3 clusters Score -2.05586e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 151186 members 
Entering Unmasked Estep 
Score: -20559690.000000 Penalty: 5942.704590
	Iteration 12Q: 3 clusters Score -2.055969e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 152588 members 
Entering Unmasked Estep 
Score: -20560438.000000 Penalty: 5942.704590
	Iteration 13Q: 3 clusters Score -2.056044e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 153670 members 
Entering Unmasked Estep 
Score: -20560836.000000 Penalty: 5942.704590
	Iteration 14Q: 3 clusters Score -2.056084e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 154566 members 
Entering Unmasked Estep 
Score: -20561090.000000 Penalty: 5942.704590
	Iteration 15Q: 3 clusters Score -2.056109e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 155267 members 
Entering Unmasked Estep 
Score: -20561282.000000 Penalty: 5942.704590
	Iteration 16Q: 3 clusters Score -2.056128e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 155822 members 
Entering Unmasked Estep 
Score: -20561364.000000 Penalty: 5942.704590
	Iteration 17Q: 3 clusters Score -2.056136e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 156279 members 
Entering Unmasked Estep 
Score: -20561382.000000 Penalty: 5942.704590
	Iteration 18Q: 3 clusters Score -2.056138e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 156652 members 
Entering Unmasked Estep 
Score: -20561380.000000 Penalty: 5942.704590
	Iteration 19Q: 3 clusters Score -2.056138e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 156951 members 
Entering Unmasked Estep 
Score: -20561390.000000 Penalty: 5942.704590
	Iteration 20F: 3 clusters Score -2.056139e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 157204 members 
Entering Unmasked Estep 
Score: -20561414.000000 Penalty: 5942.704590
	Iteration 21Q: 3 clusters Score -2.056141e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 157393 members 
Entering Unmasked Estep 
Score: -20561418.000000 Penalty: 5942.704590
	Iteration 22Q: 3 clusters Score -2.056142e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 157536 members 
Entering Unmasked Estep 
Score: -20561470.000000 Penalty: 5942.704590
	Iteration 23Q: 3 clusters Score -2.056147e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 157652 members 
Entering Unmasked Estep 
Score: -20561496.000000 Penalty: 5942.704590
	Iteration 24Q: 3 clusters Score -2.05615e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 157760 members 
Entering Unmasked Estep 
Score: -20561464.000000 Penalty: 5942.704590
	Iteration 25Q: 3 clusters Score -2.056146e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 157846 members 
Entering Unmasked Estep 
Score: -20561518.000000 Penalty: 5942.704590
	Iteration 26Q: 3 clusters Score -2.056152e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 157915 members 
Entering Unmasked Estep 
Score: -20561494.000000 Penalty: 5942.704590
	Iteration 27Q: 3 clusters Score -2.056149e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 157979 members 
Entering Unmasked Estep 
Score: -20561518.000000 Penalty: 5942.704590
	Iteration 28Q: 3 clusters Score -2.056152e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 158032 members 
Entering Unmasked Estep 
Score: -20561528.000000 Penalty: 5942.704590
	Iteration 29Q: 3 clusters Score -2.056153e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 158076 members 
Entering Unmasked Estep 
Score: -20561546.000000 Penalty: 5942.704590
	Iteration 30Q: 3 clusters Score -2.056155e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 158117 members 
Entering Unmasked Estep 
Score: -20561546.000000 Penalty: 5942.704590
	Iteration 31Q: 3 clusters Score -2.056155e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 158154 members 
Entering Unmasked Estep 
Score: -20561548.000000 Penalty: 5942.704590
	Iteration 32Q: 3 clusters Score -2.056155e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 158190 members 
Entering Unmasked Estep 
Score: -20561542.000000 Penalty: 5942.704590
	Iteration 33Q: 3 clusters Score -2.056154e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 158227 members 
Entering Unmasked Estep 
Score: -20561544.000000 Penalty: 5942.704590
	Iteration 34Q: 3 clusters Score -2.056154e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 158254 members 
Entering Unmasked Estep 
Score: -20561542.000000 Penalty: 5942.704590
	Iteration 35Q: 3 clusters Score -2.056154e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 158274 members 
Entering Unmasked Estep 
Score: -20561562.000000 Penalty: 5942.704590
	Iteration 36Q: 3 clusters Score -2.056156e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 158289 members 
Entering Unmasked Estep 
Score: -20561556.000000 Penalty: 5942.704590
	Iteration 37Q: 3 clusters Score -2.056156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 158303 members 
Entering Unmasked Estep 
Score: -20561576.000000 Penalty: 5942.704590
	Iteration 38Q: 3 clusters Score -2.056158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 158318 members 
Entering Unmasked Estep 
Score: -20561576.000000 Penalty: 5942.704590
	Iteration 39Q: 3 clusters Score -2.056158e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 158337 members 
Entering Unmasked Estep 
Score: -20561558.000000 Penalty: 5942.704590
	Iteration 40F: 3 clusters Score -2.056156e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 158357 members 
Entering Unmasked Estep 
Score: -20561556.000000 Penalty: 5942.704590
	Iteration 41Q: 3 clusters Score -2.056156e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 158377 members 
Entering Unmasked Estep 
Score: -20561560.000000 Penalty: 5942.704590
	Iteration 42Q: 3 clusters Score -2.056156e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 158393 members 
Entering Unmasked Estep 
Score: -20561578.000000 Penalty: 5942.704590
	Iteration 43Q: 3 clusters Score -2.056158e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 158404 members 
Entering Unmasked Estep 
Score: -20561564.000000 Penalty: 5942.704590
	Iteration 44Q: 3 clusters Score -2.056156e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 158415 members 
Entering Unmasked Estep 
Score: -20561564.000000 Penalty: 5942.704590
	Iteration 45Q: 3 clusters Score -2.056156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 158428 members 
Entering Unmasked Estep 
Score: -20561572.000000 Penalty: 5942.704590
	Iteration 46Q: 3 clusters Score -2.056157e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 158437 members 
Entering Unmasked Estep 
Score: -20561572.000000 Penalty: 5942.704590
	Iteration 47Q: 3 clusters Score -2.056157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 158450 members 
Entering Unmasked Estep 
Score: -20561588.000000 Penalty: 5942.704590
	Iteration 48Q: 3 clusters Score -2.056159e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 158461 members 
Entering Unmasked Estep 
Score: -20561584.000000 Penalty: 5942.704590
	Iteration 49Q: 3 clusters Score -2.056158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 158472 members 
Entering Unmasked Estep 
Score: -20561584.000000 Penalty: 5942.704590
	Iteration 50Q: 3 clusters Score -2.056158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 158480 members 
Entering Unmasked Estep 
Score: -20561574.000000 Penalty: 5942.704590
	Iteration 51Q: 3 clusters Score -2.056157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 158486 members 
Entering Unmasked Estep 
Score: -20561568.000000 Penalty: 5942.704590
	Iteration 52Q: 3 clusters Score -2.056157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 158491 members 
Entering Unmasked Estep 
Score: -20561594.000000 Penalty: 5942.704590
	Iteration 53Q: 3 clusters Score -2.056159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 158499 members 
Entering Unmasked Estep 
Score: -20561596.000000 Penalty: 5942.704590
	Iteration 54Q: 3 clusters Score -2.05616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 158502 members 
Entering Unmasked Estep 
Score: -20561588.000000 Penalty: 5942.704590
	Iteration 55Q: 3 clusters Score -2.056159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 158507 members 
Entering Unmasked Estep 
Score: -20561578.000000 Penalty: 5942.704590
	Iteration 56Q: 3 clusters Score -2.056158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 158511 members 
Entering Unmasked Estep 
Score: -20561578.000000 Penalty: 5942.704590
	Iteration 57Q: 3 clusters Score -2.056158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 158513 members 
Entering Unmasked Estep 
Score: -20561590.000000 Penalty: 5942.704590
	Iteration 58Q: 3 clusters Score -2.056159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 158517 members 
Entering Unmasked Estep 
Score: -20561588.000000 Penalty: 5942.704590
	Iteration 59Q: 3 clusters Score -2.056159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 158518 members 
Entering Unmasked Estep 
Score: -20561592.000000 Penalty: 5942.704590
	Iteration 60F: 3 clusters Score -2.056159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 158519 members 
Entering Unmasked Estep 
Score: -20561594.000000 Penalty: 5942.704590
	Iteration 61Q: 3 clusters Score -2.056159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 158520 members 
Entering Unmasked Estep 
Score: -20561594.000000 Penalty: 5942.704590
	Iteration 62Q: 3 clusters Score -2.056159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 158520 members 
Entering Unmasked Estep 
Score: -20561594.000000 Penalty: 5942.704590
	Iteration 63F: 3 clusters Score -2.056159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Entering Unmasked Estep 
Score: -7120855.000000 Penalty: 2710.931641
	Iteration 0F: 2 clusters Score -7120855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -7083436.000000 Penalty: 5421.863281
	Iteration 0F: 3 clusters Score -7083436 nChanged 25799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -7097777.500000 Penalty: 5421.863281
	Iteration 1F: 3 clusters Score -7097778 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -7098411.500000 Penalty: 5421.863281
	Iteration 2Q: 3 clusters Score -7098412 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -7099218.000000 Penalty: 5421.863281
	Iteration 3Q: 3 clusters Score -7099218 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -7100411.500000 Penalty: 5421.863281
	Iteration 4Q: 3 clusters Score -7100412 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -7102366.500000 Penalty: 5421.863281
	Iteration 5F: 3 clusters Score -7102366 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -7105522.500000 Penalty: 5421.863281
	Iteration 6F: 3 clusters Score -7105522 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -7109639.000000 Penalty: 5421.863281
	Iteration 7F: 3 clusters Score -7109639 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -7113779.000000 Penalty: 5421.863281
	Iteration 8F: 3 clusters Score -7113779 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -7116497.500000 Penalty: 5421.863281
	Iteration 9F: 3 clusters Score -7116498 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7117685.000000 Penalty: 5421.863281
	Iteration 10Q: 3 clusters Score -7117685 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7118135.000000 Penalty: 5421.863281
	Iteration 11Q: 3 clusters Score -7118135 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7118281.500000 Penalty: 5421.863281
	Iteration 12Q: 3 clusters Score -7118282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7118357.500000 Penalty: 5421.863281
	Iteration 13Q: 3 clusters Score -7118358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7118407.500000 Penalty: 5421.863281
	Iteration 14Q: 3 clusters Score -7118408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7118430.000000 Penalty: 5421.863281
	Iteration 15Q: 3 clusters Score -7118430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55674 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7118445.500000 Penalty: 5421.863281
	Iteration 16Q: 3 clusters Score -7118446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7118465.500000 Penalty: 5421.863281
	Iteration 17Q: 3 clusters Score -7118466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7118470.500000 Penalty: 5421.863281
	Iteration 18Q: 3 clusters Score -7118470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7118476.500000 Penalty: 5421.863281
	Iteration 19Q: 3 clusters Score -7118476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7118476.500000 Penalty: 5421.863281
	Iteration 20F: 3 clusters Score -7118476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (154081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154081 members 
Entering Unmasked Estep 
Score: -19634988.000000 Penalty: 2962.417969
	Iteration 0F: 2 clusters Score -1.963499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77163 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
Score: -19534510.000000 Penalty: 5924.835938
	Iteration 0F: 3 clusters Score -1.953451e+07 nChanged 73469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80156 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -19577550.000000 Penalty: 5924.835938
	Iteration 1F: 3 clusters Score -1.957755e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82589 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -19579998.000000 Penalty: 5924.835938
	Iteration 2Q: 3 clusters Score -1.958e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86224 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -19584266.000000 Penalty: 5924.835938
	Iteration 3F: 3 clusters Score -1.958427e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91576 members 
Mstep: Class 2 contains 62505 members 
Entering Unmasked Estep 
Score: -19590752.000000 Penalty: 5924.835938
	Iteration 4F: 3 clusters Score -1.959075e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -19599832.000000 Penalty: 5924.835938
	Iteration 5F: 3 clusters Score -1.959983e+07 nChanged 12440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106764 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -19611196.000000 Penalty: 5924.835938
	Iteration 6F: 3 clusters Score -1.96112e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113125 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -19620886.000000 Penalty: 5924.835938
	Iteration 7F: 3 clusters Score -1.962089e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117096 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -19625624.000000 Penalty: 5924.835938
	Iteration 8Q: 3 clusters Score -1.962562e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119810 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -19627242.000000 Penalty: 5924.835938
	Iteration 9Q: 3 clusters Score -1.962724e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122149 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -19628330.000000 Penalty: 5924.835938
	Iteration 10Q: 3 clusters Score -1.962833e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124383 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -19629290.000000 Penalty: 5924.835938
	Iteration 11Q: 3 clusters Score -1.962929e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126468 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -19629852.000000 Penalty: 5924.835938
	Iteration 12Q: 3 clusters Score -1.962985e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128415 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -19630512.000000 Penalty: 5924.835938
	Iteration 13Q: 3 clusters Score -1.963051e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130215 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -19631112.000000 Penalty: 5924.835938
	Iteration 14Q: 3 clusters Score -1.963111e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131898 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -19631546.000000 Penalty: 5924.835938
	Iteration 15Q: 3 clusters Score -1.963155e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133413 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -19631996.000000 Penalty: 5924.835938
	Iteration 16Q: 3 clusters Score -1.9632e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134769 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -19632284.000000 Penalty: 5924.835938
	Iteration 17Q: 3 clusters Score -1.963228e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136043 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -19632548.000000 Penalty: 5924.835938
	Iteration 18Q: 3 clusters Score -1.963255e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137218 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -19632750.000000 Penalty: 5924.835938
	Iteration 19Q: 3 clusters Score -1.963275e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138288 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -19632908.000000 Penalty: 5924.835938
	Iteration 20F: 3 clusters Score -1.963291e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139266 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -19633140.000000 Penalty: 5924.835938
	Iteration 21Q: 3 clusters Score -1.963314e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140213 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -19633348.000000 Penalty: 5924.835938
	Iteration 22Q: 3 clusters Score -1.963335e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141062 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -19633504.000000 Penalty: 5924.835938
	Iteration 23Q: 3 clusters Score -1.96335e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141875 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -19633626.000000 Penalty: 5924.835938
	Iteration 24Q: 3 clusters Score -1.963363e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142623 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -19633646.000000 Penalty: 5924.835938
	Iteration 25Q: 3 clusters Score -1.963365e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143355 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -19633722.000000 Penalty: 5924.835938
	Iteration 26Q: 3 clusters Score -1.963372e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144024 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -19633852.000000 Penalty: 5924.835938
	Iteration 27Q: 3 clusters Score -1.963385e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144617 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -19633994.000000 Penalty: 5924.835938
	Iteration 28Q: 3 clusters Score -1.963399e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145091 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -19634006.000000 Penalty: 5924.835938
	Iteration 29Q: 3 clusters Score -1.963401e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145549 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -19634040.000000 Penalty: 5924.835938
	Iteration 30Q: 3 clusters Score -1.963404e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145950 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -19634050.000000 Penalty: 5924.835938
	Iteration 31Q: 3 clusters Score -1.963405e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146281 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -19634116.000000 Penalty: 5924.835938
	Iteration 32Q: 3 clusters Score -1.963412e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146604 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -19634174.000000 Penalty: 5924.835938
	Iteration 33Q: 3 clusters Score -1.963417e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146870 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -19634190.000000 Penalty: 5924.835938
	Iteration 34Q: 3 clusters Score -1.963419e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147134 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -19634178.000000 Penalty: 5924.835938
	Iteration 35Q: 3 clusters Score -1.963418e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147397 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -19634160.000000 Penalty: 5924.835938
	Iteration 36Q: 3 clusters Score -1.963416e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147652 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -19634204.000000 Penalty: 5924.835938
	Iteration 37Q: 3 clusters Score -1.96342e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147871 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -19634228.000000 Penalty: 5924.835938
	Iteration 38Q: 3 clusters Score -1.963423e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148070 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -19634270.000000 Penalty: 5924.835938
	Iteration 39Q: 3 clusters Score -1.963427e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148241 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -19634286.000000 Penalty: 5924.835938
	Iteration 40F: 3 clusters Score -1.963429e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148377 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -19634334.000000 Penalty: 5924.835938
	Iteration 41Q: 3 clusters Score -1.963433e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148505 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -19634320.000000 Penalty: 5924.835938
	Iteration 42Q: 3 clusters Score -1.963432e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148627 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -19634332.000000 Penalty: 5924.835938
	Iteration 43Q: 3 clusters Score -1.963433e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148746 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -19634342.000000 Penalty: 5924.835938
	Iteration 44Q: 3 clusters Score -1.963434e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148853 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -19634316.000000 Penalty: 5924.835938
	Iteration 45Q: 3 clusters Score -1.963432e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148955 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -19634294.000000 Penalty: 5924.835938
	Iteration 46Q: 3 clusters Score -1.963429e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149052 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -19634292.000000 Penalty: 5924.835938
	Iteration 47Q: 3 clusters Score -1.963429e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149130 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -19634308.000000 Penalty: 5924.835938
	Iteration 48Q: 3 clusters Score -1.963431e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149202 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -19634298.000000 Penalty: 5924.835938
	Iteration 49Q: 3 clusters Score -1.96343e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149276 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -19634284.000000 Penalty: 5924.835938
	Iteration 50Q: 3 clusters Score -1.963428e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149343 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -19634316.000000 Penalty: 5924.835938
	Iteration 51Q: 3 clusters Score -1.963432e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149394 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -19634278.000000 Penalty: 5924.835938
	Iteration 52Q: 3 clusters Score -1.963428e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149435 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -19634276.000000 Penalty: 5924.835938
	Iteration 53Q: 3 clusters Score -1.963428e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149465 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -19634260.000000 Penalty: 5924.835938
	Iteration 54Q: 3 clusters Score -1.963426e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149492 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -19634256.000000 Penalty: 5924.835938
	Iteration 55Q: 3 clusters Score -1.963426e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149513 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -19634246.000000 Penalty: 5924.835938
	Iteration 56Q: 3 clusters Score -1.963425e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149534 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -19634270.000000 Penalty: 5924.835938
	Iteration 57Q: 3 clusters Score -1.963427e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149556 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -19634280.000000 Penalty: 5924.835938
	Iteration 58Q: 3 clusters Score -1.963428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149571 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -19634276.000000 Penalty: 5924.835938
	Iteration 59Q: 3 clusters Score -1.963428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149589 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -19634252.000000 Penalty: 5924.835938
	Iteration 60F: 3 clusters Score -1.963425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149601 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -19634240.000000 Penalty: 5924.835938
	Iteration 61Q: 3 clusters Score -1.963424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149612 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -19634260.000000 Penalty: 5924.835938
	Iteration 62Q: 3 clusters Score -1.963426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149622 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -19634242.000000 Penalty: 5924.835938
	Iteration 63Q: 3 clusters Score -1.963424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149631 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -19634246.000000 Penalty: 5924.835938
	Iteration 64Q: 3 clusters Score -1.963425e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149645 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -19634252.000000 Penalty: 5924.835938
	Iteration 65Q: 3 clusters Score -1.963425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149654 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -19634246.000000 Penalty: 5924.835938
	Iteration 66Q: 3 clusters Score -1.963425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149660 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -19634262.000000 Penalty: 5924.835938
	Iteration 67Q: 3 clusters Score -1.963426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149666 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -19634258.000000 Penalty: 5924.835938
	Iteration 68Q: 3 clusters Score -1.963426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149671 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -19634260.000000 Penalty: 5924.835938
	Iteration 69Q: 3 clusters Score -1.963426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149674 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -19634246.000000 Penalty: 5924.835938
	Iteration 70Q: 3 clusters Score -1.963425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149678 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -19634236.000000 Penalty: 5924.835938
	Iteration 71Q: 3 clusters Score -1.963424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149679 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -19634240.000000 Penalty: 5924.835938
	Iteration 72Q: 3 clusters Score -1.963424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149683 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -19634254.000000 Penalty: 5924.835938
	Iteration 73Q: 3 clusters Score -1.963425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149688 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -19634260.000000 Penalty: 5924.835938
	Iteration 74Q: 3 clusters Score -1.963426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149692 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -19634260.000000 Penalty: 5924.835938
	Iteration 75Q: 3 clusters Score -1.963426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149695 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -19634262.000000 Penalty: 5924.835938
	Iteration 76Q: 3 clusters Score -1.963426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149697 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -19634264.000000 Penalty: 5924.835938
	Iteration 77Q: 3 clusters Score -1.963426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149699 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -19634276.000000 Penalty: 5924.835938
	Iteration 78Q: 3 clusters Score -1.963428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149703 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -19634274.000000 Penalty: 5924.835938
	Iteration 79Q: 3 clusters Score -1.963427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149705 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -19634276.000000 Penalty: 5924.835938
	Iteration 80F: 3 clusters Score -1.963428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149708 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -19634268.000000 Penalty: 5924.835938
	Iteration 81Q: 3 clusters Score -1.963427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149710 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -19634268.000000 Penalty: 5924.835938
	Iteration 82Q: 3 clusters Score -1.963427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149712 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -19634276.000000 Penalty: 5924.835938
	Iteration 83Q: 3 clusters Score -1.963428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149716 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -19634280.000000 Penalty: 5924.835938
	Iteration 84Q: 3 clusters Score -1.963428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149719 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -19634278.000000 Penalty: 5924.835938
	Iteration 85Q: 3 clusters Score -1.963428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149725 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -19634268.000000 Penalty: 5924.835938
	Iteration 86Q: 3 clusters Score -1.963427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149730 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -19634266.000000 Penalty: 5924.835938
	Iteration 87Q: 3 clusters Score -1.963427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149733 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -19634266.000000 Penalty: 5924.835938
	Iteration 88Q: 3 clusters Score -1.963427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149736 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -19634268.000000 Penalty: 5924.835938
	Iteration 89Q: 3 clusters Score -1.963427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149737 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -19634264.000000 Penalty: 5924.835938
	Iteration 90Q: 3 clusters Score -1.963426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149739 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -19634266.000000 Penalty: 5924.835938
	Iteration 91Q: 3 clusters Score -1.963427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149742 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -19634270.000000 Penalty: 5924.835938
	Iteration 92Q: 3 clusters Score -1.963427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149747 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -19634270.000000 Penalty: 5924.835938
	Iteration 93Q: 3 clusters Score -1.963427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149749 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -19634280.000000 Penalty: 5924.835938
	Iteration 94Q: 3 clusters Score -1.963428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149750 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -19634282.000000 Penalty: 5924.835938
	Iteration 95Q: 3 clusters Score -1.963428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149751 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -19634282.000000 Penalty: 5924.835938
	Iteration 96Q: 3 clusters Score -1.963428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149752 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -19634276.000000 Penalty: 5924.835938
	Iteration 97Q: 3 clusters Score -1.963428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149752 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -19634276.000000 Penalty: 5924.835938
	Iteration 98F: 3 clusters Score -1.963428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Entering Unmasked Estep 
Score: -4406659.500000 Penalty: 2588.643555
	Iteration 0F: 2 clusters Score -4406660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -4383281.500000 Penalty: 5177.287109
	Iteration 0F: 3 clusters Score -4383282 nChanged 15562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4392023.000000 Penalty: 5177.287109
	Iteration 1F: 3 clusters Score -4392023 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -4392719.000000 Penalty: 5177.287109
	Iteration 2F: 3 clusters Score -4392719 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -4393521.500000 Penalty: 5177.287109
	Iteration 3F: 3 clusters Score -4393522 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -4394520.500000 Penalty: 5177.287109
	Iteration 4F: 3 clusters Score -4394520 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -4395795.500000 Penalty: 5177.287109
	Iteration 5F: 3 clusters Score -4395796 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4397529.000000 Penalty: 5177.287109
	Iteration 6F: 3 clusters Score -4397529 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -4399402.500000 Penalty: 5177.287109
	Iteration 7F: 3 clusters Score -4399402 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -4400986.000000 Penalty: 5177.287109
	Iteration 8F: 3 clusters Score -4400986 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -4401864.500000 Penalty: 5177.287109
	Iteration 9Q: 3 clusters Score -4401864 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -4402297.500000 Penalty: 5177.287109
	Iteration 10Q: 3 clusters Score -4402298 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -4402582.000000 Penalty: 5177.287109
	Iteration 11Q: 3 clusters Score -4402582 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -4402771.000000 Penalty: 5177.287109
	Iteration 12Q: 3 clusters Score -4402771 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -4402891.000000 Penalty: 5177.287109
	Iteration 13Q: 3 clusters Score -4402891 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -4403010.500000 Penalty: 5177.287109
	Iteration 14Q: 3 clusters Score -4403010 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -4403123.500000 Penalty: 5177.287109
	Iteration 15Q: 3 clusters Score -4403124 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -4403226.000000 Penalty: 5177.287109
	Iteration 16Q: 3 clusters Score -4403226 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -4403305.000000 Penalty: 5177.287109
	Iteration 17Q: 3 clusters Score -4403305 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4403391.500000 Penalty: 5177.287109
	Iteration 18Q: 3 clusters Score -4403392 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -4403473.000000 Penalty: 5177.287109
	Iteration 19Q: 3 clusters Score -4403473 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -4403564.000000 Penalty: 5177.287109
	Iteration 20F: 3 clusters Score -4403564 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -4403620.500000 Penalty: 5177.287109
	Iteration 21Q: 3 clusters Score -4403620 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -4403703.500000 Penalty: 5177.287109
	Iteration 22Q: 3 clusters Score -4403704 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -4403761.500000 Penalty: 5177.287109
	Iteration 23Q: 3 clusters Score -4403762 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -4403808.000000 Penalty: 5177.287109
	Iteration 24Q: 3 clusters Score -4403808 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -4403878.000000 Penalty: 5177.287109
	Iteration 25Q: 3 clusters Score -4403878 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -4403930.500000 Penalty: 5177.287109
	Iteration 26Q: 3 clusters Score -4403930 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -4403985.000000 Penalty: 5177.287109
	Iteration 27Q: 3 clusters Score -4403985 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -4404058.500000 Penalty: 5177.287109
	Iteration 28Q: 3 clusters Score -4404058 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -4404095.500000 Penalty: 5177.287109
	Iteration 29Q: 3 clusters Score -4404096 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -4404147.500000 Penalty: 5177.287109
	Iteration 30Q: 3 clusters Score -4404148 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -4404185.000000 Penalty: 5177.287109
	Iteration 31Q: 3 clusters Score -4404185 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -4404212.500000 Penalty: 5177.287109
	Iteration 32Q: 3 clusters Score -4404212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -4404243.000000 Penalty: 5177.287109
	Iteration 33Q: 3 clusters Score -4404243 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -4404279.000000 Penalty: 5177.287109
	Iteration 34Q: 3 clusters Score -4404279 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -4404299.000000 Penalty: 5177.287109
	Iteration 35Q: 3 clusters Score -4404299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -4404324.000000 Penalty: 5177.287109
	Iteration 36Q: 3 clusters Score -4404324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -4404342.000000 Penalty: 5177.287109
	Iteration 37Q: 3 clusters Score -4404342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -4404364.500000 Penalty: 5177.287109
	Iteration 38Q: 3 clusters Score -4404364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -4404383.500000 Penalty: 5177.287109
	Iteration 39Q: 3 clusters Score -4404384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -4404397.000000 Penalty: 5177.287109
	Iteration 40F: 3 clusters Score -4404397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -4404392.000000 Penalty: 5177.287109
	Iteration 41Q: 3 clusters Score -4404392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -4404405.500000 Penalty: 5177.287109
	Iteration 42Q: 3 clusters Score -4404406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -4404422.500000 Penalty: 5177.287109
	Iteration 43Q: 3 clusters Score -4404422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4404430.500000 Penalty: 5177.287109
	Iteration 44Q: 3 clusters Score -4404430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4404437.000000 Penalty: 5177.287109
	Iteration 45Q: 3 clusters Score -4404437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -4404442.500000 Penalty: 5177.287109
	Iteration 46Q: 3 clusters Score -4404442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -4404466.500000 Penalty: 5177.287109
	Iteration 47Q: 3 clusters Score -4404466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -4404468.000000 Penalty: 5177.287109
	Iteration 48Q: 3 clusters Score -4404468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -4404483.000000 Penalty: 5177.287109
	Iteration 49Q: 3 clusters Score -4404483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -4404492.000000 Penalty: 5177.287109
	Iteration 50Q: 3 clusters Score -4404492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -4404493.500000 Penalty: 5177.287109
	Iteration 51Q: 3 clusters Score -4404494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -4404493.500000 Penalty: 5177.287109
	Iteration 52Q: 3 clusters Score -4404494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -4404503.000000 Penalty: 5177.287109
	Iteration 53Q: 3 clusters Score -4404503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4404507.000000 Penalty: 5177.287109
	Iteration 54Q: 3 clusters Score -4404507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -4404506.500000 Penalty: 5177.287109
	Iteration 55Q: 3 clusters Score -4404506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4404510.000000 Penalty: 5177.287109
	Iteration 56Q: 3 clusters Score -4404510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -4404514.000000 Penalty: 5177.287109
	Iteration 57Q: 3 clusters Score -4404514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -4404511.500000 Penalty: 5177.287109
	Iteration 58Q: 3 clusters Score -4404512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -4404518.000000 Penalty: 5177.287109
	Iteration 59Q: 3 clusters Score -4404518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -4404515.500000 Penalty: 5177.287109
	Iteration 60F: 3 clusters Score -4404516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -4404520.500000 Penalty: 5177.287109
	Iteration 61Q: 3 clusters Score -4404520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -4404515.000000 Penalty: 5177.287109
	Iteration 62Q: 3 clusters Score -4404515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -4404527.000000 Penalty: 5177.287109
	Iteration 63Q: 3 clusters Score -4404527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -4404524.500000 Penalty: 5177.287109
	Iteration 64Q: 3 clusters Score -4404524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -4404525.500000 Penalty: 5177.287109
	Iteration 65Q: 3 clusters Score -4404526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -4404527.000000 Penalty: 5177.287109
	Iteration 66Q: 3 clusters Score -4404527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -4404526.500000 Penalty: 5177.287109
	Iteration 67Q: 3 clusters Score -4404526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -4404525.000000 Penalty: 5177.287109
	Iteration 68Q: 3 clusters Score -4404525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -4404533.000000 Penalty: 5177.287109
	Iteration 69Q: 3 clusters Score -4404533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4404539.000000 Penalty: 5177.287109
	Iteration 70Q: 3 clusters Score -4404539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -4404543.500000 Penalty: 5177.287109
	Iteration 71Q: 3 clusters Score -4404544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -4404548.000000 Penalty: 5177.287109
	Iteration 72Q: 3 clusters Score -4404548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -4404551.500000 Penalty: 5177.287109
	Iteration 73Q: 3 clusters Score -4404552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -4404555.000000 Penalty: 5177.287109
	Iteration 74Q: 3 clusters Score -4404555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -4404552.000000 Penalty: 5177.287109
	Iteration 75Q: 3 clusters Score -4404552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -4404548.000000 Penalty: 5177.287109
	Iteration 76Q: 3 clusters Score -4404548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4404556.000000 Penalty: 5177.287109
	Iteration 77Q: 3 clusters Score -4404556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -4404552.500000 Penalty: 5177.287109
	Iteration 78Q: 3 clusters Score -4404552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -4404559.500000 Penalty: 5177.287109
	Iteration 79Q: 3 clusters Score -4404560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -4404562.500000 Penalty: 5177.287109
	Iteration 80F: 3 clusters Score -4404562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -4404566.000000 Penalty: 5177.287109
	Iteration 81Q: 3 clusters Score -4404566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -4404559.500000 Penalty: 5177.287109
	Iteration 82Q: 3 clusters Score -4404560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -4404567.000000 Penalty: 5177.287109
	Iteration 83Q: 3 clusters Score -4404567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -4404569.500000 Penalty: 5177.287109
	Iteration 84Q: 3 clusters Score -4404570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -4404569.500000 Penalty: 5177.287109
	Iteration 85F: 3 clusters Score -4404570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47391 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 168239 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 9 contains 216426 members 
Mstep: Class 10 contains 165788 members 
Mstep: Class 11 contains 11455 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166764 members 
Mstep: Class 15 contains 77723 members 
Mstep: Class 16 contains 6973 members 
Mstep: Class 17 contains 159733 members 
Mstep: Class 19 contains 55892 members 
Mstep: Class 20 contains 154081 members 
Mstep: Class 22 contains 34135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302560.000000 Penalty: 66302.054688
Iteration 79Q: 20 clusters Score -1.613026e+08 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47407 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 168136 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 9 contains 215491 members 
Mstep: Class 10 contains 165794 members 
Mstep: Class 11 contains 11452 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166758 members 
Mstep: Class 15 contains 77816 members 
Mstep: Class 16 contains 7019 members 
Mstep: Class 17 contains 159729 members 
Mstep: Class 19 contains 55823 members 
Mstep: Class 20 contains 153925 members 
Mstep: Class 22 contains 34858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302800.000000 Penalty: 66302.054688
Iteration 80F: 20 clusters Score -1.613028e+08 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47416 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 970 members 
Mstep: Class 6 contains 168072 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 9 contains 214553 members 
Mstep: Class 10 contains 165741 members 
Mstep: Class 11 contains 11446 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166709 members 
Mstep: Class 15 contains 77921 members 
Mstep: Class 16 contains 7057 members 
Mstep: Class 17 contains 159759 members 
Mstep: Class 19 contains 55760 members 
Mstep: Class 20 contains 153724 members 
Mstep: Class 22 contains 35650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302704.000000 Penalty: 66302.054688
Iteration 81Q: 20 clusters Score -1.613027e+08 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47423 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 6 contains 167983 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 9 contains 213679 members 
Mstep: Class 10 contains 165674 members 
Mstep: Class 11 contains 11442 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166695 members 
Mstep: Class 15 contains 78010 members 
Mstep: Class 16 contains 7092 members 
Mstep: Class 17 contains 159765 members 
Mstep: Class 19 contains 55672 members 
Mstep: Class 20 contains 153482 members 
Mstep: Class 22 contains 36472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303200.000000 Penalty: 66302.054688
Iteration 82Q: 20 clusters Score -1.613032e+08 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47425 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 6 contains 167840 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 9 contains 212864 members 
Mstep: Class 10 contains 165632 members 
Mstep: Class 11 contains 11436 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166650 members 
Mstep: Class 15 contains 78079 members 
Mstep: Class 16 contains 7119 members 
Mstep: Class 17 contains 159760 members 
Mstep: Class 19 contains 55604 members 
Mstep: Class 20 contains 153278 members 
Mstep: Class 22 contains 37263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303104.000000 Penalty: 66302.054688
Iteration 83Q: 20 clusters Score -1.613031e+08 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47425 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 978 members 
Mstep: Class 6 contains 167724 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 9 contains 212093 members 
Mstep: Class 10 contains 165556 members 
Mstep: Class 11 contains 11434 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166625 members 
Mstep: Class 15 contains 78166 members 
Mstep: Class 16 contains 7139 members 
Mstep: Class 17 contains 159718 members 
Mstep: Class 19 contains 55533 members 
Mstep: Class 20 contains 152982 members 
Mstep: Class 22 contains 38096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303584.000000 Penalty: 66302.054688
Iteration 84Q: 20 clusters Score -1.613036e+08 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47429 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 167609 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 9 contains 211324 members 
Mstep: Class 10 contains 165481 members 
Mstep: Class 11 contains 11430 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166609 members 
Mstep: Class 15 contains 78243 members 
Mstep: Class 16 contains 7161 members 
Mstep: Class 17 contains 159679 members 
Mstep: Class 19 contains 55455 members 
Mstep: Class 20 contains 152662 members 
Mstep: Class 22 contains 38969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303632.000000 Penalty: 66302.054688
Iteration 85Q: 20 clusters Score -1.613036e+08 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47425 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 6 contains 167460 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 9 contains 210554 members 
Mstep: Class 10 contains 165464 members 
Mstep: Class 11 contains 11425 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166595 members 
Mstep: Class 15 contains 78313 members 
Mstep: Class 16 contains 7186 members 
Mstep: Class 17 contains 159634 members 
Mstep: Class 19 contains 55398 members 
Mstep: Class 20 contains 152268 members 
Mstep: Class 22 contains 39884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303648.000000 Penalty: 66302.054688
Iteration 86Q: 20 clusters Score -1.613036e+08 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47432 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 6 contains 167271 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 9 contains 209799 members 
Mstep: Class 10 contains 165446 members 
Mstep: Class 11 contains 11419 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166545 members 
Mstep: Class 15 contains 78366 members 
Mstep: Class 16 contains 7207 members 
Mstep: Class 17 contains 159579 members 
Mstep: Class 19 contains 55330 members 
Mstep: Class 20 contains 151894 members 
Mstep: Class 22 contains 40832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303904.000000 Penalty: 66302.054688
Iteration 87Q: 20 clusters Score -1.613039e+08 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47433 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 167001 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 209109 members 
Mstep: Class 10 contains 165442 members 
Mstep: Class 11 contains 11421 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166507 members 
Mstep: Class 15 contains 78393 members 
Mstep: Class 16 contains 7231 members 
Mstep: Class 17 contains 159523 members 
Mstep: Class 19 contains 55296 members 
Mstep: Class 20 contains 151469 members 
Mstep: Class 22 contains 41771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304000.000000 Penalty: 66302.054688
Iteration 88Q: 20 clusters Score -1.61304e+08 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47438 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 166810 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 208411 members 
Mstep: Class 10 contains 165377 members 
Mstep: Class 11 contains 11422 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166531 members 
Mstep: Class 15 contains 78445 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 159471 members 
Mstep: Class 19 contains 55216 members 
Mstep: Class 20 contains 150990 members 
Mstep: Class 22 contains 42697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304464.000000 Penalty: 66302.054688
Iteration 89Q: 20 clusters Score -1.613045e+08 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47441 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 990 members 
Mstep: Class 6 contains 166609 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 207705 members 
Mstep: Class 10 contains 165318 members 
Mstep: Class 11 contains 11425 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166531 members 
Mstep: Class 15 contains 78483 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 17 contains 159438 members 
Mstep: Class 19 contains 55138 members 
Mstep: Class 20 contains 150464 members 
Mstep: Class 22 contains 43708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304608.000000 Penalty: 66302.054688
Iteration 90Q: 20 clusters Score -1.613046e+08 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47442 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 166509 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 206925 members 
Mstep: Class 10 contains 165240 members 
Mstep: Class 11 contains 11428 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166566 members 
Mstep: Class 15 contains 78532 members 
Mstep: Class 16 contains 7285 members 
Mstep: Class 17 contains 159447 members 
Mstep: Class 19 contains 55039 members 
Mstep: Class 20 contains 149841 members 
Mstep: Class 22 contains 44746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304816.000000 Penalty: 66302.054688
Iteration 91Q: 20 clusters Score -1.613048e+08 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47439 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 994 members 
Mstep: Class 6 contains 166320 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 206193 members 
Mstep: Class 10 contains 165172 members 
Mstep: Class 11 contains 11448 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166582 members 
Mstep: Class 15 contains 78568 members 
Mstep: Class 16 contains 7306 members 
Mstep: Class 17 contains 159460 members 
Mstep: Class 19 contains 54949 members 
Mstep: Class 20 contains 149195 members 
Mstep: Class 22 contains 45779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305120.000000 Penalty: 66302.054688
Iteration 92Q: 20 clusters Score -1.613051e+08 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47434 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1001 members 
Mstep: Class 6 contains 166106 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 205429 members 
Mstep: Class 10 contains 165096 members 
Mstep: Class 11 contains 11458 members 
Mstep: Class 12 contains 4149 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166595 members 
Mstep: Class 15 contains 78628 members 
Mstep: Class 16 contains 7327 members 
Mstep: Class 17 contains 159481 members 
Mstep: Class 19 contains 54877 members 
Mstep: Class 20 contains 148538 members 
Mstep: Class 22 contains 46847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305136.000000 Penalty: 66302.054688
Iteration 93Q: 20 clusters Score -1.613051e+08 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47421 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 165878 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 9 contains 204630 members 
Mstep: Class 10 contains 165036 members 
Mstep: Class 11 contains 11462 members 
Mstep: Class 12 contains 4148 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166602 members 
Mstep: Class 15 contains 78694 members 
Mstep: Class 16 contains 7346 members 
Mstep: Class 17 contains 159519 members 
Mstep: Class 19 contains 54835 members 
Mstep: Class 20 contains 147864 members 
Mstep: Class 22 contains 47966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305120.000000 Penalty: 66302.054688
Iteration 94Q: 20 clusters Score -1.613051e+08 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47419 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 165671 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 9 contains 203831 members 
Mstep: Class 10 contains 164968 members 
Mstep: Class 11 contains 11467 members 
Mstep: Class 12 contains 4149 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166624 members 
Mstep: Class 15 contains 78741 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 159573 members 
Mstep: Class 19 contains 54773 members 
Mstep: Class 20 contains 147089 members 
Mstep: Class 22 contains 49139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305504.000000 Penalty: 66302.054688
Iteration 95Q: 20 clusters Score -1.613055e+08 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47417 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1015 members 
Mstep: Class 6 contains 165509 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 9 contains 202957 members 
Mstep: Class 10 contains 164880 members 
Mstep: Class 11 contains 11473 members 
Mstep: Class 12 contains 4149 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166587 members 
Mstep: Class 15 contains 78787 members 
Mstep: Class 16 contains 7387 members 
Mstep: Class 17 contains 159621 members 
Mstep: Class 19 contains 54710 members 
Mstep: Class 20 contains 146332 members 
Mstep: Class 22 contains 50375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305872.000000 Penalty: 66302.054688
Iteration 96Q: 20 clusters Score -1.613059e+08 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47411 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 165269 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 9 contains 202093 members 
Mstep: Class 10 contains 164845 members 
Mstep: Class 11 contains 11484 members 
Mstep: Class 12 contains 4150 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166560 members 
Mstep: Class 15 contains 78800 members 
Mstep: Class 16 contains 7413 members 
Mstep: Class 17 contains 159650 members 
Mstep: Class 19 contains 54662 members 
Mstep: Class 20 contains 145537 members 
Mstep: Class 22 contains 51638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305968.000000 Penalty: 66302.054688
Iteration 97Q: 20 clusters Score -1.61306e+08 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47413 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1027 members 
Mstep: Class 6 contains 165026 members 
Mstep: Class 7 contains 801 members 
Mstep: Class 9 contains 201230 members 
Mstep: Class 10 contains 164806 members 
Mstep: Class 11 contains 11488 members 
Mstep: Class 12 contains 4151 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166551 members 
Mstep: Class 15 contains 78823 members 
Mstep: Class 16 contains 7443 members 
Mstep: Class 17 contains 159655 members 
Mstep: Class 19 contains 54596 members 
Mstep: Class 20 contains 144809 members 
Mstep: Class 22 contains 52840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306192.000000 Penalty: 66302.054688
Iteration 98Q: 20 clusters Score -1.613062e+08 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47420 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1033 members 
Mstep: Class 6 contains 164763 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 9 contains 200354 members 
Mstep: Class 10 contains 164717 members 
Mstep: Class 11 contains 11497 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166505 members 
Mstep: Class 15 contains 78839 members 
Mstep: Class 16 contains 7484 members 
Mstep: Class 17 contains 159634 members 
Mstep: Class 19 contains 54508 members 
Mstep: Class 20 contains 144164 members 
Mstep: Class 22 contains 54043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306800.000000 Penalty: 66302.054688
Iteration 99Q: 20 clusters Score -1.613068e+08 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47424 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1039 members 
Mstep: Class 6 contains 164508 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 9 contains 199465 members 
Mstep: Class 10 contains 164603 members 
Mstep: Class 11 contains 11488 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166414 members 
Mstep: Class 15 contains 78853 members 
Mstep: Class 16 contains 7512 members 
Mstep: Class 17 contains 159638 members 
Mstep: Class 19 contains 54436 members 
Mstep: Class 20 contains 143522 members 
Mstep: Class 22 contains 55287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161307424.000000 Penalty: 66302.054688
Iteration 100F: 20 clusters Score -1.613074e+08 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47418 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1037 members 
Mstep: Class 6 contains 164205 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 9 contains 198613 members 
Mstep: Class 10 contains 164469 members 
Mstep: Class 11 contains 11492 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166334 members 
Mstep: Class 15 contains 78873 members 
Mstep: Class 16 contains 7542 members 
Mstep: Class 17 contains 159645 members 
Mstep: Class 19 contains 54370 members 
Mstep: Class 20 contains 142902 members 
Mstep: Class 22 contains 56525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161307408.000000 Penalty: 66302.054688
Iteration 101Q: 20 clusters Score -1.613074e+08 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47414 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1037 members 
Mstep: Class 6 contains 163877 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 9 contains 197730 members 
Mstep: Class 10 contains 164319 members 
Mstep: Class 11 contains 11491 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166213 members 
Mstep: Class 15 contains 78875 members 
Mstep: Class 16 contains 7573 members 
Mstep: Class 17 contains 159644 members 
Mstep: Class 19 contains 54270 members 
Mstep: Class 20 contains 142433 members 
Mstep: Class 22 contains 57788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161307680.000000 Penalty: 66302.054688
Iteration 102Q: 20 clusters Score -1.613077e+08 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47410 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 163504 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 9 contains 196911 members 
Mstep: Class 10 contains 164084 members 
Mstep: Class 11 contains 11495 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 166082 members 
Mstep: Class 15 contains 78852 members 
Mstep: Class 16 contains 7604 members 
Mstep: Class 17 contains 159687 members 
Mstep: Class 19 contains 54181 members 
Mstep: Class 20 contains 142030 members 
Mstep: Class 22 contains 59028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308432.000000 Penalty: 66302.054688
Iteration 103Q: 20 clusters Score -1.613084e+08 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47402 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 163094 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 9 contains 196128 members 
Mstep: Class 10 contains 163893 members 
Mstep: Class 11 contains 11503 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 165971 members 
Mstep: Class 15 contains 78844 members 
Mstep: Class 16 contains 7643 members 
Mstep: Class 17 contains 159658 members 
Mstep: Class 19 contains 54084 members 
Mstep: Class 20 contains 141592 members 
Mstep: Class 22 contains 60305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308544.000000 Penalty: 66302.054688
Iteration 104Q: 20 clusters Score -1.613085e+08 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47395 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 162665 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 9 contains 195344 members 
Mstep: Class 10 contains 163616 members 
Mstep: Class 11 contains 11521 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 165892 members 
Mstep: Class 15 contains 78828 members 
Mstep: Class 16 contains 7669 members 
Mstep: Class 17 contains 159595 members 
Mstep: Class 19 contains 53975 members 
Mstep: Class 20 contains 141234 members 
Mstep: Class 22 contains 61582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309104.000000 Penalty: 66302.054688
Iteration 105Q: 20 clusters Score -1.613091e+08 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47386 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1031 members 
Mstep: Class 6 contains 162169 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 9 contains 194563 members 
Mstep: Class 10 contains 163397 members 
Mstep: Class 11 contains 11530 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 165818 members 
Mstep: Class 15 contains 78798 members 
Mstep: Class 16 contains 7696 members 
Mstep: Class 17 contains 159504 members 
Mstep: Class 19 contains 53867 members 
Mstep: Class 20 contains 140851 members 
Mstep: Class 22 contains 62890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309616.000000 Penalty: 66302.054688
Iteration 106Q: 20 clusters Score -1.613096e+08 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47366 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1032 members 
Mstep: Class 6 contains 161747 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 9 contains 193812 members 
Mstep: Class 10 contains 163173 members 
Mstep: Class 11 contains 11537 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 165603 members 
Mstep: Class 15 contains 78758 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 159438 members 
Mstep: Class 19 contains 53745 members 
Mstep: Class 20 contains 140459 members 
Mstep: Class 22 contains 64229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309664.000000 Penalty: 66302.054688
Iteration 107Q: 20 clusters Score -1.613097e+08 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47357 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1033 members 
Mstep: Class 6 contains 161374 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 9 contains 193089 members 
Mstep: Class 10 contains 162978 members 
Mstep: Class 11 contains 11538 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 165352 members 
Mstep: Class 15 contains 78722 members 
Mstep: Class 16 contains 7743 members 
Mstep: Class 17 contains 159381 members 
Mstep: Class 19 contains 53588 members 
Mstep: Class 20 contains 140025 members 
Mstep: Class 22 contains 65556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310128.000000 Penalty: 66302.054688
Iteration 108Q: 20 clusters Score -1.613101e+08 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47347 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1031 members 
Mstep: Class 6 contains 161015 members 
Mstep: Class 7 contains 801 members 
Mstep: Class 9 contains 192411 members 
Mstep: Class 10 contains 162724 members 
Mstep: Class 11 contains 11546 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 165063 members 
Mstep: Class 15 contains 78679 members 
Mstep: Class 16 contains 7768 members 
Mstep: Class 17 contains 159341 members 
Mstep: Class 19 contains 53411 members 
Mstep: Class 20 contains 139585 members 
Mstep: Class 22 contains 66941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310736.000000 Penalty: 66302.054688
Iteration 109Q: 20 clusters Score -1.613107e+08 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47328 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1030 members 
Mstep: Class 6 contains 160756 members 
Mstep: Class 7 contains 801 members 
Mstep: Class 9 contains 191698 members 
Mstep: Class 10 contains 162437 members 
Mstep: Class 11 contains 11551 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 164805 members 
Mstep: Class 15 contains 78620 members 
Mstep: Class 16 contains 7802 members 
Mstep: Class 17 contains 159266 members 
Mstep: Class 19 contains 53247 members 
Mstep: Class 20 contains 139128 members 
Mstep: Class 22 contains 68371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310976.000000 Penalty: 66302.054688
Iteration 110Q: 20 clusters Score -1.61311e+08 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47311 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1026 members 
Mstep: Class 6 contains 160618 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 9 contains 190940 members 
Mstep: Class 10 contains 162117 members 
Mstep: Class 11 contains 11559 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 164597 members 
Mstep: Class 15 contains 78585 members 
Mstep: Class 16 contains 7828 members 
Mstep: Class 17 contains 159178 members 
Mstep: Class 19 contains 53098 members 
Mstep: Class 20 contains 138650 members 
Mstep: Class 22 contains 69727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311280.000000 Penalty: 66302.054688
Iteration 111Q: 20 clusters Score -1.613113e+08 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47292 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 160448 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 9 contains 190184 members 
Mstep: Class 10 contains 161849 members 
Mstep: Class 11 contains 11568 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 164412 members 
Mstep: Class 15 contains 78547 members 
Mstep: Class 16 contains 7848 members 
Mstep: Class 17 contains 159069 members 
Mstep: Class 19 contains 52926 members 
Mstep: Class 20 contains 138077 members 
Mstep: Class 22 contains 71109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311680.000000 Penalty: 66302.054688
Iteration 112Q: 20 clusters Score -1.613117e+08 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47278 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 160241 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 9 contains 189389 members 
Mstep: Class 10 contains 161613 members 
Mstep: Class 11 contains 11581 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 164255 members 
Mstep: Class 15 contains 78528 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 158951 members 
Mstep: Class 19 contains 52740 members 
Mstep: Class 20 contains 137478 members 
Mstep: Class 22 contains 72505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311632.000000 Penalty: 66302.054688
Iteration 113Q: 20 clusters Score -1.613116e+08 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47261 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1026 members 
Mstep: Class 6 contains 160107 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 9 contains 188578 members 
Mstep: Class 10 contains 161364 members 
Mstep: Class 11 contains 11571 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 164057 members 
Mstep: Class 15 contains 78514 members 
Mstep: Class 16 contains 7881 members 
Mstep: Class 17 contains 158849 members 
Mstep: Class 19 contains 52578 members 
Mstep: Class 20 contains 136807 members 
Mstep: Class 22 contains 73969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312096.000000 Penalty: 66302.054688
Iteration 114Q: 20 clusters Score -1.613121e+08 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47236 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1025 members 
Mstep: Class 6 contains 159999 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 9 contains 187771 members 
Mstep: Class 10 contains 161041 members 
Mstep: Class 11 contains 11581 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 163879 members 
Mstep: Class 15 contains 78512 members 
Mstep: Class 16 contains 7900 members 
Mstep: Class 17 contains 158729 members 
Mstep: Class 19 contains 52407 members 
Mstep: Class 20 contains 136088 members 
Mstep: Class 22 contains 75447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312960.000000 Penalty: 66302.054688
Iteration 115Q: 20 clusters Score -1.61313e+08 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47201 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 159801 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 9 contains 187024 members 
Mstep: Class 10 contains 160776 members 
Mstep: Class 11 contains 11605 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 163736 members 
Mstep: Class 15 contains 78482 members 
Mstep: Class 16 contains 7911 members 
Mstep: Class 17 contains 158654 members 
Mstep: Class 19 contains 52202 members 
Mstep: Class 20 contains 135295 members 
Mstep: Class 22 contains 76942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161313936.000000 Penalty: 66302.054688
Iteration 116Q: 20 clusters Score -1.613139e+08 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47182 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 159490 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 9 contains 186294 members 
Mstep: Class 10 contains 160534 members 
Mstep: Class 11 contains 11618 members 
Mstep: Class 12 contains 4154 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 163583 members 
Mstep: Class 15 contains 78444 members 
Mstep: Class 16 contains 7922 members 
Mstep: Class 17 contains 158580 members 
Mstep: Class 19 contains 52025 members 
Mstep: Class 20 contains 134458 members 
Mstep: Class 22 contains 78467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161314320.000000 Penalty: 66302.054688
Iteration 117Q: 20 clusters Score -1.613143e+08 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 47145 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 159295 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 9 contains 185549 members 
Mstep: Class 10 contains 160269 members 
Mstep: Class 11 contains 11642 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 163469 members 
Mstep: Class 15 contains 78394 members 
Mstep: Class 16 contains 7932 members 
Mstep: Class 17 contains 158523 members 
Mstep: Class 19 contains 51844 members 
Mstep: Class 20 contains 133513 members 
Mstep: Class 22 contains 79962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315152.000000 Penalty: 66302.054688
Iteration 118Q: 20 clusters Score -1.613152e+08 nChanged 6194
Entering ConstructFrom: 
Score: -161315152.000000 Penalty: 66302.054688
Entering ConstructFrom: 
Trying to split cluster 1 (45648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Entering Unmasked Estep 
Score: -5870955.000000 Penalty: 2660.721191
	Iteration 0F: 2 clusters Score -5870955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -5840077.000000 Penalty: 5321.442383
	Iteration 0F: 3 clusters Score -5840077 nChanged 21093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -5851683.000000 Penalty: 5321.442383
	Iteration 1F: 3 clusters Score -5851683 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -5852361.500000 Penalty: 5321.442383
	Iteration 2Q: 3 clusters Score -5852362 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -5853101.500000 Penalty: 5321.442383
	Iteration 3Q: 3 clusters Score -5853102 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -5854178.000000 Penalty: 5321.442383
	Iteration 4Q: 3 clusters Score -5854178 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -5855855.000000 Penalty: 5321.442383
	Iteration 5F: 3 clusters Score -5855855 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -5857992.500000 Penalty: 5321.442383
	Iteration 6F: 3 clusters Score -5857992 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -5860739.500000 Penalty: 5321.442383
	Iteration 7F: 3 clusters Score -5860740 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -5863617.500000 Penalty: 5321.442383
	Iteration 8F: 3 clusters Score -5863618 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -5866035.000000 Penalty: 5321.442383
	Iteration 9F: 3 clusters Score -5866035 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -5867220.500000 Penalty: 5321.442383
	Iteration 10Q: 3 clusters Score -5867220 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -5867629.000000 Penalty: 5321.442383
	Iteration 11Q: 3 clusters Score -5867629 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -5867791.000000 Penalty: 5321.442383
	Iteration 12Q: 3 clusters Score -5867791 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -5867964.500000 Penalty: 5321.442383
	Iteration 13Q: 3 clusters Score -5867964 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -5868071.500000 Penalty: 5321.442383
	Iteration 14Q: 3 clusters Score -5868072 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -5868158.000000 Penalty: 5321.442383
	Iteration 15Q: 3 clusters Score -5868158 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -5868258.500000 Penalty: 5321.442383
	Iteration 16Q: 3 clusters Score -5868258 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -5868354.000000 Penalty: 5321.442383
	Iteration 17Q: 3 clusters Score -5868354 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -5868415.500000 Penalty: 5321.442383
	Iteration 18Q: 3 clusters Score -5868416 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -5868480.000000 Penalty: 5321.442383
	Iteration 19Q: 3 clusters Score -5868480 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -5868556.500000 Penalty: 5321.442383
	Iteration 20F: 3 clusters Score -5868556 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -5868616.500000 Penalty: 5321.442383
	Iteration 21Q: 3 clusters Score -5868616 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -5868679.500000 Penalty: 5321.442383
	Iteration 22Q: 3 clusters Score -5868680 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5868772.500000 Penalty: 5321.442383
	Iteration 23Q: 3 clusters Score -5868772 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -5868837.500000 Penalty: 5321.442383
	Iteration 24Q: 3 clusters Score -5868838 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -5868894.500000 Penalty: 5321.442383
	Iteration 25Q: 3 clusters Score -5868894 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -5868928.000000 Penalty: 5321.442383
	Iteration 26Q: 3 clusters Score -5868928 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -5868944.500000 Penalty: 5321.442383
	Iteration 27Q: 3 clusters Score -5868944 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -5868981.500000 Penalty: 5321.442383
	Iteration 28Q: 3 clusters Score -5868982 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5869010.000000 Penalty: 5321.442383
	Iteration 29Q: 3 clusters Score -5869010 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -5869037.000000 Penalty: 5321.442383
	Iteration 30Q: 3 clusters Score -5869037 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -5869047.000000 Penalty: 5321.442383
	Iteration 31Q: 3 clusters Score -5869047 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -5869080.500000 Penalty: 5321.442383
	Iteration 32Q: 3 clusters Score -5869080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -5869102.000000 Penalty: 5321.442383
	Iteration 33Q: 3 clusters Score -5869102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -5869111.000000 Penalty: 5321.442383
	Iteration 34Q: 3 clusters Score -5869111 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5869121.000000 Penalty: 5321.442383
	Iteration 35Q: 3 clusters Score -5869121 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5869128.500000 Penalty: 5321.442383
	Iteration 36Q: 3 clusters Score -5869128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -5869141.000000 Penalty: 5321.442383
	Iteration 37Q: 3 clusters Score -5869141 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -5869146.000000 Penalty: 5321.442383
	Iteration 38Q: 3 clusters Score -5869146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5869152.000000 Penalty: 5321.442383
	Iteration 39Q: 3 clusters Score -5869152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5869145.500000 Penalty: 5321.442383
	Iteration 40F: 3 clusters Score -5869146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5869161.500000 Penalty: 5321.442383
	Iteration 41Q: 3 clusters Score -5869162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5869163.500000 Penalty: 5321.442383
	Iteration 42Q: 3 clusters Score -5869164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5869166.000000 Penalty: 5321.442383
	Iteration 43Q: 3 clusters Score -5869166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5869167.000000 Penalty: 5321.442383
	Iteration 44Q: 3 clusters Score -5869167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5869175.000000 Penalty: 5321.442383
	Iteration 45Q: 3 clusters Score -5869175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -5869178.500000 Penalty: 5321.442383
	Iteration 46Q: 3 clusters Score -5869178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5869181.500000 Penalty: 5321.442383
	Iteration 47Q: 3 clusters Score -5869182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5869176.500000 Penalty: 5321.442383
	Iteration 48Q: 3 clusters Score -5869176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5869185.000000 Penalty: 5321.442383
	Iteration 49Q: 3 clusters Score -5869185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5869195.000000 Penalty: 5321.442383
	Iteration 50Q: 3 clusters Score -5869195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5869200.000000 Penalty: 5321.442383
	Iteration 51Q: 3 clusters Score -5869200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -5869206.500000 Penalty: 5321.442383
	Iteration 52Q: 3 clusters Score -5869206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5869200.500000 Penalty: 5321.442383
	Iteration 53Q: 3 clusters Score -5869200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5869206.000000 Penalty: 5321.442383
	Iteration 54Q: 3 clusters Score -5869206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5869218.000000 Penalty: 5321.442383
	Iteration 55Q: 3 clusters Score -5869218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5869210.000000 Penalty: 5321.442383
	Iteration 56Q: 3 clusters Score -5869210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -5869214.500000 Penalty: 5321.442383
	Iteration 57Q: 3 clusters Score -5869214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5869218.500000 Penalty: 5321.442383
	Iteration 58Q: 3 clusters Score -5869218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5869216.000000 Penalty: 5321.442383
	Iteration 59Q: 3 clusters Score -5869216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5869217.000000 Penalty: 5321.442383
	Iteration 60F: 3 clusters Score -5869217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5869218.500000 Penalty: 5321.442383
	Iteration 61Q: 3 clusters Score -5869218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5869217.000000 Penalty: 5321.442383
	Iteration 62Q: 3 clusters Score -5869217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5869213.500000 Penalty: 5321.442383
	Iteration 63Q: 3 clusters Score -5869214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5869213.500000 Penalty: 5321.442383
	Iteration 64F: 3 clusters Score -5869214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -148146.750000 Penalty: 1806.124756
	Iteration 0F: 2 clusters Score -148146.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -146038.390625 Penalty: 3612.249512
	Iteration 0F: 3 clusters Score -146038.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -147243.859375 Penalty: 3612.249512
	Iteration 1F: 3 clusters Score -147243.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -148312.812500 Penalty: 3612.249512
	Iteration 2F: 3 clusters Score -148312.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -148873.890625 Penalty: 3612.249512
	Iteration 3F: 3 clusters Score -148873.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -149279.015625 Penalty: 3612.249512
	Iteration 4Q: 3 clusters Score -149279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -149529.328125 Penalty: 3612.249512
	Iteration 5Q: 3 clusters Score -149529.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -149580.750000 Penalty: 3612.249512
	Iteration 6Q: 3 clusters Score -149580.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -149592.031250 Penalty: 3612.249512
	Iteration 7Q: 3 clusters Score -149592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -149626.218750 Penalty: 3612.249512
	Iteration 8Q: 3 clusters Score -149626.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -149665.656250 Penalty: 3612.249512
	Iteration 9Q: 3 clusters Score -149665.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -149686.875000 Penalty: 3612.249512
	Iteration 10Q: 3 clusters Score -149686.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -149696.140625 Penalty: 3612.249512
	Iteration 11Q: 3 clusters Score -149696.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -149702.421875 Penalty: 3612.249512
	Iteration 12Q: 3 clusters Score -149702.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -149705.953125 Penalty: 3612.249512
	Iteration 13Q: 3 clusters Score -149706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -149711.015625 Penalty: 3612.249512
	Iteration 14Q: 3 clusters Score -149711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -149733.453125 Penalty: 3612.249512
	Iteration 15Q: 3 clusters Score -149733.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -149742.250000 Penalty: 3612.249512
	Iteration 16Q: 3 clusters Score -149742.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -149752.234375 Penalty: 3612.249512
	Iteration 17Q: 3 clusters Score -149752.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -149757.625000 Penalty: 3612.249512
	Iteration 18Q: 3 clusters Score -149757.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -149773.125000 Penalty: 3612.249512
	Iteration 19F: 3 clusters Score -149773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -149835.828125 Penalty: 3612.249512
	Iteration 20F: 3 clusters Score -149835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -149844.984375 Penalty: 3612.249512
	Iteration 21Q: 3 clusters Score -149845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -149850.109375 Penalty: 3612.249512
	Iteration 22Q: 3 clusters Score -149850.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -149860.062500 Penalty: 3612.249512
	Iteration 23Q: 3 clusters Score -149860.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -149875.015625 Penalty: 3612.249512
	Iteration 24Q: 3 clusters Score -149875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -149888.156250 Penalty: 3612.249512
	Iteration 25Q: 3 clusters Score -149888.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -149911.218750 Penalty: 3612.249512
	Iteration 26Q: 3 clusters Score -149911.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -149936.093750 Penalty: 3612.249512
	Iteration 27Q: 3 clusters Score -149936.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -149970.046875 Penalty: 3612.249512
	Iteration 28Q: 3 clusters Score -149970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -150024.218750 Penalty: 3612.249512
	Iteration 29Q: 3 clusters Score -150024.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -150278.359375 Penalty: 3612.249512
	Iteration 30Q: 3 clusters Score -150278.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -150426.796875 Penalty: 3612.249512
	Iteration 31Q: 3 clusters Score -150426.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -150430.281250 Penalty: 3612.249512
	Iteration 32Q: 3 clusters Score -150430.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -150431.187500 Penalty: 3612.249512
	Iteration 33Q: 3 clusters Score -150431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -150437.296875 Penalty: 3612.249512
	Iteration 34Q: 3 clusters Score -150437.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -150441.312500 Penalty: 3612.249512
	Iteration 35Q: 3 clusters Score -150441.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -150445.921875 Penalty: 3612.249512
	Iteration 36Q: 3 clusters Score -150445.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -150448.218750 Penalty: 3612.249512
	Iteration 37Q: 3 clusters Score -150448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -150453.953125 Penalty: 3612.249512
	Iteration 38Q: 3 clusters Score -150454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -150453.953125 Penalty: 3612.249512
	Iteration 39F: 3 clusters Score -150454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 47121 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 159088 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 630 members 
Mstep: Class 9 contains 184748 members 
Mstep: Class 10 contains 160020 members 
Mstep: Class 11 contains 11648 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 163382 members 
Mstep: Class 15 contains 78351 members 
Mstep: Class 16 contains 7945 members 
Mstep: Class 17 contains 158452 members 
Mstep: Class 19 contains 51649 members 
Mstep: Class 20 contains 132588 members 
Mstep: Class 22 contains 81497 members 
Entering Unmasked Estep 
Score: -161315984.000000 Penalty: 69791.640625
Splitting cluster 2 changes total score from -161315152.000000 to -161315984.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (47121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Entering Unmasked Estep 
Score: -5990860.000000 Penalty: 2668.597656
	Iteration 0F: 2 clusters Score -5990860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -5959210.000000 Penalty: 5337.195312
	Iteration 0F: 3 clusters Score -5959210 nChanged 21734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -5971004.500000 Penalty: 5337.195312
	Iteration 1F: 3 clusters Score -5971004 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -5971496.500000 Penalty: 5337.195312
	Iteration 2Q: 3 clusters Score -5971496 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -5971886.500000 Penalty: 5337.195312
	Iteration 3Q: 3 clusters Score -5971886 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -5972287.000000 Penalty: 5337.195312
	Iteration 4Q: 3 clusters Score -5972287 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -5972824.500000 Penalty: 5337.195312
	Iteration 5Q: 3 clusters Score -5972824 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -5973687.000000 Penalty: 5337.195312
	Iteration 6Q: 3 clusters Score -5973687 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -5974914.000000 Penalty: 5337.195312
	Iteration 7Q: 3 clusters Score -5974914 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -5976271.000000 Penalty: 5337.195312
	Iteration 8F: 3 clusters Score -5976271 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -5977864.500000 Penalty: 5337.195312
	Iteration 9F: 3 clusters Score -5977864 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -5979733.000000 Penalty: 5337.195312
	Iteration 10F: 3 clusters Score -5979733 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -5981716.500000 Penalty: 5337.195312
	Iteration 11F: 3 clusters Score -5981716 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -5983680.500000 Penalty: 5337.195312
	Iteration 12F: 3 clusters Score -5983680 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -5985153.500000 Penalty: 5337.195312
	Iteration 13Q: 3 clusters Score -5985154 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -5985931.500000 Penalty: 5337.195312
	Iteration 14Q: 3 clusters Score -5985932 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -5986438.500000 Penalty: 5337.195312
	Iteration 15Q: 3 clusters Score -5986438 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -5986891.000000 Penalty: 5337.195312
	Iteration 16Q: 3 clusters Score -5986891 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -5987222.500000 Penalty: 5337.195312
	Iteration 17Q: 3 clusters Score -5987222 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -5987508.000000 Penalty: 5337.195312
	Iteration 18Q: 3 clusters Score -5987508 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -5987794.000000 Penalty: 5337.195312
	Iteration 19Q: 3 clusters Score -5987794 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -5988009.000000 Penalty: 5337.195312
	Iteration 20F: 3 clusters Score -5988009 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -5988240.500000 Penalty: 5337.195312
	Iteration 21Q: 3 clusters Score -5988240 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -5988383.000000 Penalty: 5337.195312
	Iteration 22Q: 3 clusters Score -5988383 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -5988548.000000 Penalty: 5337.195312
	Iteration 23Q: 3 clusters Score -5988548 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -5988694.500000 Penalty: 5337.195312
	Iteration 24Q: 3 clusters Score -5988694 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -5988805.500000 Penalty: 5337.195312
	Iteration 25Q: 3 clusters Score -5988806 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -5988924.500000 Penalty: 5337.195312
	Iteration 26Q: 3 clusters Score -5988924 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -5989016.500000 Penalty: 5337.195312
	Iteration 27Q: 3 clusters Score -5989016 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -5989106.500000 Penalty: 5337.195312
	Iteration 28Q: 3 clusters Score -5989106 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -5989162.000000 Penalty: 5337.195312
	Iteration 29Q: 3 clusters Score -5989162 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -5989218.500000 Penalty: 5337.195312
	Iteration 30Q: 3 clusters Score -5989218 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -5989302.500000 Penalty: 5337.195312
	Iteration 31Q: 3 clusters Score -5989302 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -5989347.000000 Penalty: 5337.195312
	Iteration 32Q: 3 clusters Score -5989347 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -5989355.500000 Penalty: 5337.195312
	Iteration 33Q: 3 clusters Score -5989356 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -5989375.500000 Penalty: 5337.195312
	Iteration 34Q: 3 clusters Score -5989376 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -5989412.500000 Penalty: 5337.195312
	Iteration 35Q: 3 clusters Score -5989412 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -5989413.500000 Penalty: 5337.195312
	Iteration 36Q: 3 clusters Score -5989414 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -5989416.500000 Penalty: 5337.195312
	Iteration 37Q: 3 clusters Score -5989416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -5989415.500000 Penalty: 5337.195312
	Iteration 38Q: 3 clusters Score -5989416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -5989413.500000 Penalty: 5337.195312
	Iteration 39Q: 3 clusters Score -5989414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -5989415.000000 Penalty: 5337.195312
	Iteration 40F: 3 clusters Score -5989415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -5989422.500000 Penalty: 5337.195312
	Iteration 41Q: 3 clusters Score -5989422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -5989417.000000 Penalty: 5337.195312
	Iteration 42Q: 3 clusters Score -5989417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -5989426.000000 Penalty: 5337.195312
	Iteration 43Q: 3 clusters Score -5989426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -5989436.000000 Penalty: 5337.195312
	Iteration 44Q: 3 clusters Score -5989436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -5989435.500000 Penalty: 5337.195312
	Iteration 45Q: 3 clusters Score -5989436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -5989430.000000 Penalty: 5337.195312
	Iteration 46Q: 3 clusters Score -5989430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -5989426.000000 Penalty: 5337.195312
	Iteration 47Q: 3 clusters Score -5989426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -5989421.000000 Penalty: 5337.195312
	Iteration 48Q: 3 clusters Score -5989421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -5989419.500000 Penalty: 5337.195312
	Iteration 49Q: 3 clusters Score -5989420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -5989423.500000 Penalty: 5337.195312
	Iteration 50Q: 3 clusters Score -5989424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -5989427.000000 Penalty: 5337.195312
	Iteration 51Q: 3 clusters Score -5989427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -5989437.500000 Penalty: 5337.195312
	Iteration 52Q: 3 clusters Score -5989438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5989443.000000 Penalty: 5337.195312
	Iteration 53Q: 3 clusters Score -5989443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -5989453.500000 Penalty: 5337.195312
	Iteration 54Q: 3 clusters Score -5989454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -5989446.500000 Penalty: 5337.195312
	Iteration 55Q: 3 clusters Score -5989446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -5989445.000000 Penalty: 5337.195312
	Iteration 56Q: 3 clusters Score -5989445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -5989444.000000 Penalty: 5337.195312
	Iteration 57Q: 3 clusters Score -5989444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -5989443.500000 Penalty: 5337.195312
	Iteration 58Q: 3 clusters Score -5989444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -5989444.000000 Penalty: 5337.195312
	Iteration 59Q: 3 clusters Score -5989444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -5989441.500000 Penalty: 5337.195312
	Iteration 60F: 3 clusters Score -5989442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -5989441.500000 Penalty: 5337.195312
	Iteration 61Q: 3 clusters Score -5989442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -5989440.500000 Penalty: 5337.195312
	Iteration 62Q: 3 clusters Score -5989440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -5989441.500000 Penalty: 5337.195312
	Iteration 63Q: 3 clusters Score -5989442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -5989438.500000 Penalty: 5337.195312
	Iteration 64Q: 3 clusters Score -5989438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -5989429.000000 Penalty: 5337.195312
	Iteration 65Q: 3 clusters Score -5989429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -5989430.500000 Penalty: 5337.195312
	Iteration 66Q: 3 clusters Score -5989430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -5989430.500000 Penalty: 5337.195312
	Iteration 67F: 3 clusters Score -5989430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -96889.781250 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -96889.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -95108.195312 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -95108.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -96425.796875 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -96425.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97311.218750 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -97311.22 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -97766.367188 Penalty: 3446.176758
	Iteration 3F: 3 clusters Score -97766.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -97919.343750 Penalty: 3446.176758
	Iteration 4Q: 3 clusters Score -97919.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97981.625000 Penalty: 3446.176758
	Iteration 5Q: 3 clusters Score -97981.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98042.234375 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -98042.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -98106.046875 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -98106.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -98181.656250 Penalty: 3446.176758
	Iteration 8Q: 3 clusters Score -98181.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98213.500000 Penalty: 3446.176758
	Iteration 9Q: 3 clusters Score -98213.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98234.257812 Penalty: 3446.176758
	Iteration 10Q: 3 clusters Score -98234.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98242.875000 Penalty: 3446.176758
	Iteration 11Q: 3 clusters Score -98242.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98256.757812 Penalty: 3446.176758
	Iteration 12F: 3 clusters Score -98256.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -98358.492188 Penalty: 3446.176758
	Iteration 13Q: 3 clusters Score -98358.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -98493.320312 Penalty: 3446.176758
	Iteration 14Q: 3 clusters Score -98493.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98504.796875 Penalty: 3446.176758
	Iteration 15Q: 3 clusters Score -98504.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98504.796875 Penalty: 3446.176758
	Iteration 16F: 3 clusters Score -98504.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 47121 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 159088 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 630 members 
Mstep: Class 9 contains 184748 members 
Mstep: Class 10 contains 160020 members 
Mstep: Class 11 contains 11648 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 163382 members 
Mstep: Class 15 contains 78351 members 
Mstep: Class 16 contains 7945 members 
Mstep: Class 17 contains 158452 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 51649 members 
Mstep: Class 20 contains 132588 members 
Mstep: Class 22 contains 81497 members 
Entering Unmasked Estep 
Score: -161315872.000000 Penalty: 73281.218750
Splitting cluster 4 changes total score from -161315152.000000 to -161315872.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 5 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -120133.773438 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -120133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -118186.320312 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -118186.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -118525.195312 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -118525.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -118620.054688 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -118620.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -118654.976562 Penalty: 3433.142334
	Iteration 3Q: 3 clusters Score -118655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -118673.335938 Penalty: 3433.142334
	Iteration 4Q: 3 clusters Score -118673.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -118690.820312 Penalty: 3433.142334
	Iteration 5Q: 3 clusters Score -118690.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -118701.640625 Penalty: 3433.142334
	Iteration 6Q: 3 clusters Score -118701.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -118711.953125 Penalty: 3433.142334
	Iteration 7Q: 3 clusters Score -118712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -118725.343750 Penalty: 3433.142334
	Iteration 8Q: 3 clusters Score -118725.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -118734.664062 Penalty: 3433.142334
	Iteration 9Q: 3 clusters Score -118734.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -118745.882812 Penalty: 3433.142334
	Iteration 10Q: 3 clusters Score -118745.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -118762.468750 Penalty: 3433.142334
	Iteration 11Q: 3 clusters Score -118762.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -118776.781250 Penalty: 3433.142334
	Iteration 12Q: 3 clusters Score -118776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -118788.593750 Penalty: 3433.142334
	Iteration 13Q: 3 clusters Score -118788.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -118804.671875 Penalty: 3433.142334
	Iteration 14Q: 3 clusters Score -118804.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -118809.195312 Penalty: 3433.142334
	Iteration 15Q: 3 clusters Score -118809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -118814.609375 Penalty: 3433.142334
	Iteration 16Q: 3 clusters Score -118814.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -118815.992188 Penalty: 3433.142334
	Iteration 17Q: 3 clusters Score -118816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118817.632812 Penalty: 3433.142334
	Iteration 18Q: 3 clusters Score -118817.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118817.632812 Penalty: 3433.142334
	Iteration 19F: 3 clusters Score -118817.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (159088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159088 members 
Entering Unmasked Estep 
Score: -20408806.000000 Penalty: 2970.348877
	Iteration 0F: 2 clusters Score -2.040881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79443 members 
Mstep: Class 2 contains 79645 members 
Entering Unmasked Estep 
Score: -20306792.000000 Penalty: 5940.697754
	Iteration 0F: 3 clusters Score -2.030679e+07 nChanged 76027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77502 members 
Mstep: Class 2 contains 81586 members 
Entering Unmasked Estep 
Score: -20350418.000000 Penalty: 5940.697754
	Iteration 1F: 3 clusters Score -2.035042e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Mstep: Class 2 contains 82811 members 
Entering Unmasked Estep 
Score: -20351376.000000 Penalty: 5940.697754
	Iteration 2Q: 3 clusters Score -2.035138e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 84727 members 
Entering Unmasked Estep 
Score: -20352510.000000 Penalty: 5940.697754
	Iteration 3Q: 3 clusters Score -2.035251e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71545 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -20353768.000000 Penalty: 5940.697754
	Iteration 4Q: 3 clusters Score -2.035377e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Mstep: Class 2 contains 91811 members 
Entering Unmasked Estep 
Score: -20355754.000000 Penalty: 5940.697754
	Iteration 5Q: 3 clusters Score -2.035575e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 97925 members 
Entering Unmasked Estep 
Score: -20359000.000000 Penalty: 5940.697754
	Iteration 6Q: 3 clusters Score -2.0359e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 106281 members 
Entering Unmasked Estep 
Score: -20364432.000000 Penalty: 5940.697754
	Iteration 7F: 3 clusters Score -2.036443e+07 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 117129 members 
Entering Unmasked Estep 
Score: -20372736.000000 Penalty: 5940.697754
	Iteration 8F: 3 clusters Score -2.037274e+07 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 129239 members 
Entering Unmasked Estep 
Score: -20383180.000000 Penalty: 5940.697754
	Iteration 9F: 3 clusters Score -2.038318e+07 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 140727 members 
Entering Unmasked Estep 
Score: -20393916.000000 Penalty: 5940.697754
	Iteration 10F: 3 clusters Score -2.039392e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 149337 members 
Entering Unmasked Estep 
Score: -20401124.000000 Penalty: 5940.697754
	Iteration 11F: 3 clusters Score -2.040112e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 154642 members 
Entering Unmasked Estep 
Score: -20404430.000000 Penalty: 5940.697754
	Iteration 12Q: 3 clusters Score -2.040443e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 157207 members 
Entering Unmasked Estep 
Score: -20405554.000000 Penalty: 5940.697754
	Iteration 13Q: 3 clusters Score -2.040555e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 158194 members 
Entering Unmasked Estep 
Score: -20405992.000000 Penalty: 5940.697754
	Iteration 14Q: 3 clusters Score -2.040599e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 158542 members 
Entering Unmasked Estep 
Score: -20406188.000000 Penalty: 5940.697754
	Iteration 15Q: 3 clusters Score -2.040619e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 158665 members 
Entering Unmasked Estep 
Score: -20406234.000000 Penalty: 5940.697754
	Iteration 16Q: 3 clusters Score -2.040623e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 158716 members 
Entering Unmasked Estep 
Score: -20406304.000000 Penalty: 5940.697754
	Iteration 17Q: 3 clusters Score -2.04063e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 158754 members 
Entering Unmasked Estep 
Score: -20406324.000000 Penalty: 5940.697754
	Iteration 18Q: 3 clusters Score -2.040632e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 158775 members 
Entering Unmasked Estep 
Score: -20406334.000000 Penalty: 5940.697754
	Iteration 19Q: 3 clusters Score -2.040633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 158779 members 
Entering Unmasked Estep 
Score: -20406340.000000 Penalty: 5940.697754
	Iteration 20F: 3 clusters Score -2.040634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 158784 members 
Entering Unmasked Estep 
Score: -20406348.000000 Penalty: 5940.697754
	Iteration 21Q: 3 clusters Score -2.040635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 158787 members 
Entering Unmasked Estep 
Score: -20406338.000000 Penalty: 5940.697754
	Iteration 22Q: 3 clusters Score -2.040634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 158789 members 
Entering Unmasked Estep 
Score: -20406348.000000 Penalty: 5940.697754
	Iteration 23Q: 3 clusters Score -2.040635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 158791 members 
Entering Unmasked Estep 
Score: -20406352.000000 Penalty: 5940.697754
	Iteration 24Q: 3 clusters Score -2.040635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 158792 members 
Entering Unmasked Estep 
Score: -20406348.000000 Penalty: 5940.697754
	Iteration 25Q: 3 clusters Score -2.040635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 158794 members 
Entering Unmasked Estep 
Score: -20406356.000000 Penalty: 5940.697754
	Iteration 26Q: 3 clusters Score -2.040636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 158795 members 
Entering Unmasked Estep 
Score: -20406360.000000 Penalty: 5940.697754
	Iteration 27Q: 3 clusters Score -2.040636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 158796 members 
Entering Unmasked Estep 
Score: -20406358.000000 Penalty: 5940.697754
	Iteration 28Q: 3 clusters Score -2.040636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 158797 members 
Entering Unmasked Estep 
Score: -20406356.000000 Penalty: 5940.697754
	Iteration 29Q: 3 clusters Score -2.040636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 158798 members 
Entering Unmasked Estep 
Score: -20406356.000000 Penalty: 5940.697754
	Iteration 30Q: 3 clusters Score -2.040636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 158798 members 
Entering Unmasked Estep 
Score: -20406356.000000 Penalty: 5940.697754
	Iteration 31F: 3 clusters Score -2.040636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -91907.429688 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -91907.43 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 422 members 
Entering Unmasked Estep 
Score: -90209.117188 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -90209.12 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -90520.789062 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -90520.79 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -90631.335938 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -90631.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -90717.414062 Penalty: 3314.325684
	Iteration 3F: 3 clusters Score -90717.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -90765.921875 Penalty: 3314.325684
	Iteration 4Q: 3 clusters Score -90765.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -90819.273438 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -90819.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -90880.890625 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -90880.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -90926.929688 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -90926.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -90988.476562 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -90988.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -91052.367188 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -91052.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -91114.351562 Penalty: 3314.325684
	Iteration 10Q: 3 clusters Score -91114.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -91147.359375 Penalty: 3314.325684
	Iteration 11Q: 3 clusters Score -91147.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -91181.117188 Penalty: 3314.325684
	Iteration 12Q: 3 clusters Score -91181.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -91198.796875 Penalty: 3314.325684
	Iteration 13Q: 3 clusters Score -91198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -91206.781250 Penalty: 3314.325684
	Iteration 14Q: 3 clusters Score -91206.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -91213.640625 Penalty: 3314.325684
	Iteration 15Q: 3 clusters Score -91213.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -91244.953125 Penalty: 3314.325684
	Iteration 16F: 3 clusters Score -91244.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -91288.898438 Penalty: 3314.325684
	Iteration 17Q: 3 clusters Score -91288.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -91312.273438 Penalty: 3314.325684
	Iteration 18Q: 3 clusters Score -91312.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -91324.750000 Penalty: 3314.325684
	Iteration 19Q: 3 clusters Score -91324.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -91329.164062 Penalty: 3314.325684
	Iteration 20F: 3 clusters Score -91329.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -91332.359375 Penalty: 3314.325684
	Iteration 21Q: 3 clusters Score -91332.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -91339.304688 Penalty: 3314.325684
	Iteration 22Q: 3 clusters Score -91339.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -91351.140625 Penalty: 3314.325684
	Iteration 23Q: 3 clusters Score -91351.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -91352.898438 Penalty: 3314.325684
	Iteration 24Q: 3 clusters Score -91352.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -91357.320312 Penalty: 3314.325684
	Iteration 25Q: 3 clusters Score -91357.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -91361.257812 Penalty: 3314.325684
	Iteration 26Q: 3 clusters Score -91361.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -91363.257812 Penalty: 3314.325684
	Iteration 27Q: 3 clusters Score -91363.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -91363.257812 Penalty: 3314.325684
	Iteration 28F: 3 clusters Score -91363.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (184748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184748 members 
Entering Unmasked Estep 
Score: -23458148.000000 Penalty: 3007.433594
	Iteration 0F: 2 clusters Score -2.345815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92082 members 
Mstep: Class 2 contains 92666 members 
Entering Unmasked Estep 
Score: -23339272.000000 Penalty: 6014.867188
	Iteration 0F: 3 clusters Score -2.333927e+07 nChanged 89032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88506 members 
Mstep: Class 2 contains 96242 members 
Entering Unmasked Estep 
Score: -23391152.000000 Penalty: 6014.867188
	Iteration 1F: 3 clusters Score -2.339115e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86287 members 
Mstep: Class 2 contains 98461 members 
Entering Unmasked Estep 
Score: -23392094.000000 Penalty: 6014.867188
	Iteration 2Q: 3 clusters Score -2.339209e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82918 members 
Mstep: Class 2 contains 101830 members 
Entering Unmasked Estep 
Score: -23393524.000000 Penalty: 6014.867188
	Iteration 3Q: 3 clusters Score -2.339352e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77904 members 
Mstep: Class 2 contains 106844 members 
Entering Unmasked Estep 
Score: -23395586.000000 Penalty: 6014.867188
	Iteration 4Q: 3 clusters Score -2.339559e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 114514 members 
Entering Unmasked Estep 
Score: -23399436.000000 Penalty: 6014.867188
	Iteration 5Q: 3 clusters Score -2.339944e+07 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 125755 members 
Entering Unmasked Estep 
Score: -23407146.000000 Penalty: 6014.867188
	Iteration 6F: 3 clusters Score -2.340715e+07 nChanged 14856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 140573 members 
Entering Unmasked Estep 
Score: -23419690.000000 Penalty: 6014.867188
	Iteration 7F: 3 clusters Score -2.341969e+07 nChanged 16114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 156683 members 
Entering Unmasked Estep 
Score: -23433970.000000 Penalty: 6014.867188
	Iteration 8F: 3 clusters Score -2.343397e+07 nChanged 12749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 169430 members 
Entering Unmasked Estep 
Score: -23444118.000000 Penalty: 6014.867188
	Iteration 9F: 3 clusters Score -2.344412e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 176529 members 
Entering Unmasked Estep 
Score: -23449388.000000 Penalty: 6014.867188
	Iteration 10Q: 3 clusters Score -2.344939e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 180022 members 
Entering Unmasked Estep 
Score: -23452244.000000 Penalty: 6014.867188
	Iteration 11Q: 3 clusters Score -2.345224e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 181751 members 
Entering Unmasked Estep 
Score: -23453642.000000 Penalty: 6014.867188
	Iteration 12Q: 3 clusters Score -2.345364e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 182609 members 
Entering Unmasked Estep 
Score: -23454302.000000 Penalty: 6014.867188
	Iteration 13Q: 3 clusters Score -2.34543e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 183063 members 
Entering Unmasked Estep 
Score: -23454654.000000 Penalty: 6014.867188
	Iteration 14Q: 3 clusters Score -2.345465e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 183323 members 
Entering Unmasked Estep 
Score: -23454940.000000 Penalty: 6014.867188
	Iteration 15Q: 3 clusters Score -2.345494e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 183473 members 
Entering Unmasked Estep 
Score: -23455060.000000 Penalty: 6014.867188
	Iteration 16Q: 3 clusters Score -2.345506e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 183562 members 
Entering Unmasked Estep 
Score: -23455144.000000 Penalty: 6014.867188
	Iteration 17Q: 3 clusters Score -2.345514e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 183645 members 
Entering Unmasked Estep 
Score: -23455206.000000 Penalty: 6014.867188
	Iteration 18Q: 3 clusters Score -2.345521e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 183703 members 
Entering Unmasked Estep 
Score: -23455234.000000 Penalty: 6014.867188
	Iteration 19Q: 3 clusters Score -2.345523e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 183758 members 
Entering Unmasked Estep 
Score: -23455264.000000 Penalty: 6014.867188
	Iteration 20F: 3 clusters Score -2.345526e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 183811 members 
Entering Unmasked Estep 
Score: -23455328.000000 Penalty: 6014.867188
	Iteration 21Q: 3 clusters Score -2.345533e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 183838 members 
Entering Unmasked Estep 
Score: -23455388.000000 Penalty: 6014.867188
	Iteration 22Q: 3 clusters Score -2.345539e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 183860 members 
Entering Unmasked Estep 
Score: -23455440.000000 Penalty: 6014.867188
	Iteration 23Q: 3 clusters Score -2.345544e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 183881 members 
Entering Unmasked Estep 
Score: -23455458.000000 Penalty: 6014.867188
	Iteration 24Q: 3 clusters Score -2.345546e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 183892 members 
Entering Unmasked Estep 
Score: -23455494.000000 Penalty: 6014.867188
	Iteration 25Q: 3 clusters Score -2.345549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 183897 members 
Entering Unmasked Estep 
Score: -23455510.000000 Penalty: 6014.867188
	Iteration 26Q: 3 clusters Score -2.345551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 183901 members 
Entering Unmasked Estep 
Score: -23455504.000000 Penalty: 6014.867188
	Iteration 27Q: 3 clusters Score -2.34555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 183904 members 
Entering Unmasked Estep 
Score: -23455508.000000 Penalty: 6014.867188
	Iteration 28Q: 3 clusters Score -2.345551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 183910 members 
Entering Unmasked Estep 
Score: -23455512.000000 Penalty: 6014.867188
	Iteration 29Q: 3 clusters Score -2.345551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 183912 members 
Entering Unmasked Estep 
Score: -23455502.000000 Penalty: 6014.867188
	Iteration 30Q: 3 clusters Score -2.34555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 183916 members 
Entering Unmasked Estep 
Score: -23455502.000000 Penalty: 6014.867188
	Iteration 31Q: 3 clusters Score -2.34555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 183921 members 
Entering Unmasked Estep 
Score: -23455500.000000 Penalty: 6014.867188
	Iteration 32Q: 3 clusters Score -2.34555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 183924 members 
Entering Unmasked Estep 
Score: -23455484.000000 Penalty: 6014.867188
	Iteration 33Q: 3 clusters Score -2.345548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 183929 members 
Entering Unmasked Estep 
Score: -23455516.000000 Penalty: 6014.867188
	Iteration 34Q: 3 clusters Score -2.345552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 183929 members 
Entering Unmasked Estep 
Score: -23455506.000000 Penalty: 6014.867188
	Iteration 35Q: 3 clusters Score -2.345551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 183931 members 
Entering Unmasked Estep 
Score: -23455516.000000 Penalty: 6014.867188
	Iteration 36Q: 3 clusters Score -2.345552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 183936 members 
Entering Unmasked Estep 
Score: -23455502.000000 Penalty: 6014.867188
	Iteration 37Q: 3 clusters Score -2.34555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 183940 members 
Entering Unmasked Estep 
Score: -23455518.000000 Penalty: 6014.867188
	Iteration 38Q: 3 clusters Score -2.345552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 183944 members 
Entering Unmasked Estep 
Score: -23455508.000000 Penalty: 6014.867188
	Iteration 39Q: 3 clusters Score -2.345551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 183947 members 
Entering Unmasked Estep 
Score: -23455528.000000 Penalty: 6014.867188
	Iteration 40F: 3 clusters Score -2.345553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 183948 members 
Entering Unmasked Estep 
Score: -23455522.000000 Penalty: 6014.867188
	Iteration 41Q: 3 clusters Score -2.345552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 183947 members 
Entering Unmasked Estep 
Score: -23455530.000000 Penalty: 6014.867188
	Iteration 42Q: 3 clusters Score -2.345553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 183946 members 
Entering Unmasked Estep 
Score: -23455530.000000 Penalty: 6014.867188
	Iteration 43Q: 3 clusters Score -2.345553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 183947 members 
Entering Unmasked Estep 
Score: -23455526.000000 Penalty: 6014.867188
	Iteration 44Q: 3 clusters Score -2.345553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 183948 members 
Entering Unmasked Estep 
Score: -23455532.000000 Penalty: 6014.867188
	Iteration 45Q: 3 clusters Score -2.345553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 183947 members 
Entering Unmasked Estep 
Score: -23455538.000000 Penalty: 6014.867188
	Iteration 46Q: 3 clusters Score -2.345554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 183946 members 
Entering Unmasked Estep 
Score: -23455526.000000 Penalty: 6014.867188
	Iteration 47Q: 3 clusters Score -2.345553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 183945 members 
Entering Unmasked Estep 
Score: -23455532.000000 Penalty: 6014.867188
	Iteration 48Q: 3 clusters Score -2.345553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 183945 members 
Entering Unmasked Estep 
Score: -23455532.000000 Penalty: 6014.867188
	Iteration 49F: 3 clusters Score -2.345553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160020 members 
Entering Unmasked Estep 
Score: -20330654.000000 Penalty: 2971.797363
	Iteration 0F: 2 clusters Score -2.033065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80198 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -20228000.000000 Penalty: 5943.594727
	Iteration 0F: 3 clusters Score -2.0228e+07 nChanged 76729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82537 members 
Mstep: Class 2 contains 77483 members 
Entering Unmasked Estep 
Score: -20272402.000000 Penalty: 5943.594727
	Iteration 1F: 3 clusters Score -2.02724e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84171 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -20273424.000000 Penalty: 5943.594727
	Iteration 2Q: 3 clusters Score -2.027342e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86647 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -20274906.000000 Penalty: 5943.594727
	Iteration 3Q: 3 clusters Score -2.027491e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90287 members 
Mstep: Class 2 contains 69733 members 
Entering Unmasked Estep 
Score: -20276692.000000 Penalty: 5943.594727
	Iteration 4Q: 3 clusters Score -2.027669e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -20279574.000000 Penalty: 5943.594727
	Iteration 5Q: 3 clusters Score -2.027957e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -20283952.000000 Penalty: 5943.594727
	Iteration 6F: 3 clusters Score -2.028395e+07 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112093 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -20290626.000000 Penalty: 5943.594727
	Iteration 7F: 3 clusters Score -2.029063e+07 nChanged 11429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123176 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -20299976.000000 Penalty: 5943.594727
	Iteration 8F: 3 clusters Score -2.029998e+07 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133920 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -20309642.000000 Penalty: 5943.594727
	Iteration 9F: 3 clusters Score -2.030964e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142541 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -20317008.000000 Penalty: 5943.594727
	Iteration 10F: 3 clusters Score -2.031701e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148574 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -20321684.000000 Penalty: 5943.594727
	Iteration 11Q: 3 clusters Score -2.032168e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152411 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -20324330.000000 Penalty: 5943.594727
	Iteration 12Q: 3 clusters Score -2.032433e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154934 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -20325918.000000 Penalty: 5943.594727
	Iteration 13Q: 3 clusters Score -2.032592e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156526 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -20326902.000000 Penalty: 5943.594727
	Iteration 14Q: 3 clusters Score -2.03269e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157515 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -20327392.000000 Penalty: 5943.594727
	Iteration 15Q: 3 clusters Score -2.032739e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158118 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -20327732.000000 Penalty: 5943.594727
	Iteration 16Q: 3 clusters Score -2.032773e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158495 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -20327928.000000 Penalty: 5943.594727
	Iteration 17Q: 3 clusters Score -2.032793e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158730 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -20328066.000000 Penalty: 5943.594727
	Iteration 18Q: 3 clusters Score -2.032807e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158875 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -20328152.000000 Penalty: 5943.594727
	Iteration 19Q: 3 clusters Score -2.032815e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158986 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -20328162.000000 Penalty: 5943.594727
	Iteration 20F: 3 clusters Score -2.032816e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159057 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -20328200.000000 Penalty: 5943.594727
	Iteration 21Q: 3 clusters Score -2.03282e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159109 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -20328234.000000 Penalty: 5943.594727
	Iteration 22Q: 3 clusters Score -2.032823e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159142 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -20328270.000000 Penalty: 5943.594727
	Iteration 23Q: 3 clusters Score -2.032827e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159169 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -20328296.000000 Penalty: 5943.594727
	Iteration 24Q: 3 clusters Score -2.03283e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159197 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -20328308.000000 Penalty: 5943.594727
	Iteration 25Q: 3 clusters Score -2.032831e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159205 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -20328320.000000 Penalty: 5943.594727
	Iteration 26Q: 3 clusters Score -2.032832e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159221 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -20328340.000000 Penalty: 5943.594727
	Iteration 27Q: 3 clusters Score -2.032834e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159236 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -20328344.000000 Penalty: 5943.594727
	Iteration 28Q: 3 clusters Score -2.032834e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159252 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -20328372.000000 Penalty: 5943.594727
	Iteration 29Q: 3 clusters Score -2.032837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159267 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -20328370.000000 Penalty: 5943.594727
	Iteration 30Q: 3 clusters Score -2.032837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159274 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -20328374.000000 Penalty: 5943.594727
	Iteration 31Q: 3 clusters Score -2.032837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159279 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -20328374.000000 Penalty: 5943.594727
	Iteration 32Q: 3 clusters Score -2.032837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159287 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -20328378.000000 Penalty: 5943.594727
	Iteration 33Q: 3 clusters Score -2.032838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159286 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -20328384.000000 Penalty: 5943.594727
	Iteration 34Q: 3 clusters Score -2.032838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159290 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -20328398.000000 Penalty: 5943.594727
	Iteration 35Q: 3 clusters Score -2.03284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159291 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -20328374.000000 Penalty: 5943.594727
	Iteration 36Q: 3 clusters Score -2.032837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159292 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -20328380.000000 Penalty: 5943.594727
	Iteration 37Q: 3 clusters Score -2.032838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159294 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -20328396.000000 Penalty: 5943.594727
	Iteration 38Q: 3 clusters Score -2.03284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159297 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -20328390.000000 Penalty: 5943.594727
	Iteration 39Q: 3 clusters Score -2.032839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159301 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -20328396.000000 Penalty: 5943.594727
	Iteration 40F: 3 clusters Score -2.03284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159306 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -20328390.000000 Penalty: 5943.594727
	Iteration 41Q: 3 clusters Score -2.032839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159308 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -20328392.000000 Penalty: 5943.594727
	Iteration 42Q: 3 clusters Score -2.032839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159309 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -20328398.000000 Penalty: 5943.594727
	Iteration 43Q: 3 clusters Score -2.03284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159308 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -20328388.000000 Penalty: 5943.594727
	Iteration 44Q: 3 clusters Score -2.032839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159308 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -20328388.000000 Penalty: 5943.594727
	Iteration 45F: 3 clusters Score -2.032839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Entering Unmasked Estep 
Score: -1412705.375000 Penalty: 2321.996826
	Iteration 0F: 2 clusters Score -1412705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1403947.500000 Penalty: 4643.993652
	Iteration 0F: 3 clusters Score -1403948 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1406640.000000 Penalty: 4643.993652
	Iteration 1F: 3 clusters Score -1406640 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1407065.500000 Penalty: 4643.993652
	Iteration 2F: 3 clusters Score -1407066 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1407503.375000 Penalty: 4643.993652
	Iteration 3F: 3 clusters Score -1407503 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1408039.000000 Penalty: 4643.993652
	Iteration 4F: 3 clusters Score -1408039 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1408741.000000 Penalty: 4643.993652
	Iteration 5F: 3 clusters Score -1408741 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1409540.125000 Penalty: 4643.993652
	Iteration 6F: 3 clusters Score -1409540 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1410218.875000 Penalty: 4643.993652
	Iteration 7F: 3 clusters Score -1410219 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1410703.625000 Penalty: 4643.993652
	Iteration 8F: 3 clusters Score -1410704 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1410999.500000 Penalty: 4643.993652
	Iteration 9Q: 3 clusters Score -1411000 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1411155.125000 Penalty: 4643.993652
	Iteration 10Q: 3 clusters Score -1411155 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1411216.625000 Penalty: 4643.993652
	Iteration 11Q: 3 clusters Score -1411217 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1411251.375000 Penalty: 4643.993652
	Iteration 12Q: 3 clusters Score -1411251 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1411266.625000 Penalty: 4643.993652
	Iteration 13Q: 3 clusters Score -1411267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1411279.500000 Penalty: 4643.993652
	Iteration 14Q: 3 clusters Score -1411280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1411285.500000 Penalty: 4643.993652
	Iteration 15Q: 3 clusters Score -1411286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1411295.000000 Penalty: 4643.993652
	Iteration 16Q: 3 clusters Score -1411295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1411299.875000 Penalty: 4643.993652
	Iteration 17Q: 3 clusters Score -1411300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1411302.625000 Penalty: 4643.993652
	Iteration 18Q: 3 clusters Score -1411303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1411306.125000 Penalty: 4643.993652
	Iteration 19Q: 3 clusters Score -1411306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1411311.375000 Penalty: 4643.993652
	Iteration 20F: 3 clusters Score -1411311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1411329.000000 Penalty: 4643.993652
	Iteration 21Q: 3 clusters Score -1411329 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1411350.000000 Penalty: 4643.993652
	Iteration 22Q: 3 clusters Score -1411350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1411366.625000 Penalty: 4643.993652
	Iteration 23Q: 3 clusters Score -1411367 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1411391.000000 Penalty: 4643.993652
	Iteration 24Q: 3 clusters Score -1411391 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1411415.500000 Penalty: 4643.993652
	Iteration 25Q: 3 clusters Score -1411416 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1411433.750000 Penalty: 4643.993652
	Iteration 26Q: 3 clusters Score -1411434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1411450.750000 Penalty: 4643.993652
	Iteration 27Q: 3 clusters Score -1411451 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1411459.375000 Penalty: 4643.993652
	Iteration 28Q: 3 clusters Score -1411459 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1411469.125000 Penalty: 4643.993652
	Iteration 29Q: 3 clusters Score -1411469 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1411491.000000 Penalty: 4643.993652
	Iteration 30Q: 3 clusters Score -1411491 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1411508.000000 Penalty: 4643.993652
	Iteration 31Q: 3 clusters Score -1411508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1411530.625000 Penalty: 4643.993652
	Iteration 32Q: 3 clusters Score -1411531 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1411547.000000 Penalty: 4643.993652
	Iteration 33Q: 3 clusters Score -1411547 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1411564.250000 Penalty: 4643.993652
	Iteration 34Q: 3 clusters Score -1411564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1411573.250000 Penalty: 4643.993652
	Iteration 35Q: 3 clusters Score -1411573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1411584.750000 Penalty: 4643.993652
	Iteration 36Q: 3 clusters Score -1411585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1411597.625000 Penalty: 4643.993652
	Iteration 37Q: 3 clusters Score -1411598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1411605.125000 Penalty: 4643.993652
	Iteration 38Q: 3 clusters Score -1411605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1411618.375000 Penalty: 4643.993652
	Iteration 39Q: 3 clusters Score -1411618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1411620.875000 Penalty: 4643.993652
	Iteration 40F: 3 clusters Score -1411621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1411624.875000 Penalty: 4643.993652
	Iteration 41Q: 3 clusters Score -1411625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1411625.875000 Penalty: 4643.993652
	Iteration 42Q: 3 clusters Score -1411626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1411631.750000 Penalty: 4643.993652
	Iteration 43Q: 3 clusters Score -1411632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1411635.125000 Penalty: 4643.993652
	Iteration 44Q: 3 clusters Score -1411635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1411635.375000 Penalty: 4643.993652
	Iteration 45Q: 3 clusters Score -1411635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1411636.625000 Penalty: 4643.993652
	Iteration 46Q: 3 clusters Score -1411637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1411635.000000 Penalty: 4643.993652
	Iteration 47Q: 3 clusters Score -1411635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1411633.625000 Penalty: 4643.993652
	Iteration 48Q: 3 clusters Score -1411634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1411637.750000 Penalty: 4643.993652
	Iteration 49Q: 3 clusters Score -1411638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1411639.000000 Penalty: 4643.993652
	Iteration 50Q: 3 clusters Score -1411639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1411642.000000 Penalty: 4643.993652
	Iteration 51Q: 3 clusters Score -1411642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1411640.500000 Penalty: 4643.993652
	Iteration 52Q: 3 clusters Score -1411640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1411643.000000 Penalty: 4643.993652
	Iteration 53Q: 3 clusters Score -1411643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1411644.000000 Penalty: 4643.993652
	Iteration 54Q: 3 clusters Score -1411644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1411643.375000 Penalty: 4643.993652
	Iteration 55Q: 3 clusters Score -1411643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1411641.500000 Penalty: 4643.993652
	Iteration 56Q: 3 clusters Score -1411642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1411642.125000 Penalty: 4643.993652
	Iteration 57Q: 3 clusters Score -1411642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1411644.625000 Penalty: 4643.993652
	Iteration 58Q: 3 clusters Score -1411645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1411645.500000 Penalty: 4643.993652
	Iteration 59Q: 3 clusters Score -1411646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1411645.375000 Penalty: 4643.993652
	Iteration 60F: 3 clusters Score -1411645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1411648.500000 Penalty: 4643.993652
	Iteration 61Q: 3 clusters Score -1411648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1411648.625000 Penalty: 4643.993652
	Iteration 62Q: 3 clusters Score -1411649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1411650.125000 Penalty: 4643.993652
	Iteration 63Q: 3 clusters Score -1411650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1411649.000000 Penalty: 4643.993652
	Iteration 64Q: 3 clusters Score -1411649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1411649.750000 Penalty: 4643.993652
	Iteration 65Q: 3 clusters Score -1411650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1411649.750000 Penalty: 4643.993652
	Iteration 66F: 3 clusters Score -1411650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Entering Unmasked Estep 
Score: -514185.531250 Penalty: 2066.412598
	Iteration 0F: 2 clusters Score -514185.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -510155.437500 Penalty: 4132.825195
	Iteration 0F: 3 clusters Score -510155.4 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -511049.093750 Penalty: 4132.825195
	Iteration 1F: 3 clusters Score -511049.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -511273.906250 Penalty: 4132.825195
	Iteration 2F: 3 clusters Score -511273.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -511417.843750 Penalty: 4132.825195
	Iteration 3F: 3 clusters Score -511417.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -511504.125000 Penalty: 4132.825195
	Iteration 4Q: 3 clusters Score -511504.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -511560.812500 Penalty: 4132.825195
	Iteration 5Q: 3 clusters Score -511560.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -511610.250000 Penalty: 4132.825195
	Iteration 6Q: 3 clusters Score -511610.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -511665.187500 Penalty: 4132.825195
	Iteration 7Q: 3 clusters Score -511665.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -511724.031250 Penalty: 4132.825195
	Iteration 8Q: 3 clusters Score -511724 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -511779.906250 Penalty: 4132.825195
	Iteration 9Q: 3 clusters Score -511779.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -511842.781250 Penalty: 4132.825195
	Iteration 10Q: 3 clusters Score -511842.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -511903.968750 Penalty: 4132.825195
	Iteration 11Q: 3 clusters Score -511904 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -511981.281250 Penalty: 4132.825195
	Iteration 12Q: 3 clusters Score -511981.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -512092.687500 Penalty: 4132.825195
	Iteration 13Q: 3 clusters Score -512092.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -512209.531250 Penalty: 4132.825195
	Iteration 14Q: 3 clusters Score -512209.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -512339.906250 Penalty: 4132.825195
	Iteration 15Q: 3 clusters Score -512339.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -512455.781250 Penalty: 4132.825195
	Iteration 16Q: 3 clusters Score -512455.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -512589.875000 Penalty: 4132.825195
	Iteration 17Q: 3 clusters Score -512589.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -512719.718750 Penalty: 4132.825195
	Iteration 18Q: 3 clusters Score -512719.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -512833.468750 Penalty: 4132.825195
	Iteration 19Q: 3 clusters Score -512833.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -512947.218750 Penalty: 4132.825195
	Iteration 20F: 3 clusters Score -512947.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -513024.687500 Penalty: 4132.825195
	Iteration 21Q: 3 clusters Score -513024.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -513118.781250 Penalty: 4132.825195
	Iteration 22Q: 3 clusters Score -513118.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -513183.250000 Penalty: 4132.825195
	Iteration 23Q: 3 clusters Score -513183.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -513248.593750 Penalty: 4132.825195
	Iteration 24Q: 3 clusters Score -513248.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -513310.812500 Penalty: 4132.825195
	Iteration 25Q: 3 clusters Score -513310.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -513369.968750 Penalty: 4132.825195
	Iteration 26Q: 3 clusters Score -513370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -513436.312500 Penalty: 4132.825195
	Iteration 27Q: 3 clusters Score -513436.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -513489.718750 Penalty: 4132.825195
	Iteration 28Q: 3 clusters Score -513489.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -513545.625000 Penalty: 4132.825195
	Iteration 29Q: 3 clusters Score -513545.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -513599.031250 Penalty: 4132.825195
	Iteration 30Q: 3 clusters Score -513599 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -513662.343750 Penalty: 4132.825195
	Iteration 31Q: 3 clusters Score -513662.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -513705.968750 Penalty: 4132.825195
	Iteration 32Q: 3 clusters Score -513706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -513731.687500 Penalty: 4132.825195
	Iteration 33Q: 3 clusters Score -513731.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -513758.187500 Penalty: 4132.825195
	Iteration 34Q: 3 clusters Score -513758.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -513779.187500 Penalty: 4132.825195
	Iteration 35Q: 3 clusters Score -513779.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -513790.937500 Penalty: 4132.825195
	Iteration 36Q: 3 clusters Score -513790.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -513799.562500 Penalty: 4132.825195
	Iteration 37Q: 3 clusters Score -513799.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -513806.843750 Penalty: 4132.825195
	Iteration 38Q: 3 clusters Score -513806.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -513815.343750 Penalty: 4132.825195
	Iteration 39Q: 3 clusters Score -513815.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -513826.968750 Penalty: 4132.825195
	Iteration 40F: 3 clusters Score -513827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -513833.125000 Penalty: 4132.825195
	Iteration 41Q: 3 clusters Score -513833.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -513839.000000 Penalty: 4132.825195
	Iteration 42Q: 3 clusters Score -513839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -513839.812500 Penalty: 4132.825195
	Iteration 43Q: 3 clusters Score -513839.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -513844.468750 Penalty: 4132.825195
	Iteration 44Q: 3 clusters Score -513844.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -513845.062500 Penalty: 4132.825195
	Iteration 45Q: 3 clusters Score -513845.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -513846.687500 Penalty: 4132.825195
	Iteration 46Q: 3 clusters Score -513846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -513847.593750 Penalty: 4132.825195
	Iteration 47Q: 3 clusters Score -513847.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -513849.000000 Penalty: 4132.825195
	Iteration 48Q: 3 clusters Score -513849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -513849.093750 Penalty: 4132.825195
	Iteration 49Q: 3 clusters Score -513849.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -513850.562500 Penalty: 4132.825195
	Iteration 50Q: 3 clusters Score -513850.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -513852.062500 Penalty: 4132.825195
	Iteration 51Q: 3 clusters Score -513852.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -513852.843750 Penalty: 4132.825195
	Iteration 52Q: 3 clusters Score -513852.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -513852.843750 Penalty: 4132.825195
	Iteration 53F: 3 clusters Score -513852.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -40393.312500 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -40393.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39063.253906 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -39063.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39177.539062 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -39177.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39212.988281 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -39212.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39242.179688 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -39242.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39253.027344 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -39253.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39266.320312 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -39266.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39273.320312 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -39273.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39273.320312 Penalty: 2906.950195
	Iteration 7F: 3 clusters Score -39273.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (163382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163382 members 
Entering Unmasked Estep 
Score: -20932340.000000 Penalty: 2976.953857
	Iteration 0F: 2 clusters Score -2.093234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81535 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -20831928.000000 Penalty: 5953.907715
	Iteration 0F: 3 clusters Score -2.083193e+07 nChanged 78096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80051 members 
Mstep: Class 2 contains 83331 members 
Entering Unmasked Estep 
Score: -20878176.000000 Penalty: 5953.907715
	Iteration 1F: 3 clusters Score -2.087818e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 84266 members 
Entering Unmasked Estep 
Score: -20879344.000000 Penalty: 5953.907715
	Iteration 2Q: 3 clusters Score -2.087934e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77926 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -20880980.000000 Penalty: 5953.907715
	Iteration 3Q: 3 clusters Score -2.088098e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 87132 members 
Entering Unmasked Estep 
Score: -20882834.000000 Penalty: 5953.907715
	Iteration 4Q: 3 clusters Score -2.088283e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 89629 members 
Entering Unmasked Estep 
Score: -20885814.000000 Penalty: 5953.907715
	Iteration 5Q: 3 clusters Score -2.088581e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70290 members 
Mstep: Class 2 contains 93092 members 
Entering Unmasked Estep 
Score: -20890668.000000 Penalty: 5953.907715
	Iteration 6Q: 3 clusters Score -2.089067e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 97364 members 
Entering Unmasked Estep 
Score: -20897396.000000 Penalty: 5953.907715
	Iteration 7F: 3 clusters Score -2.08974e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61529 members 
Mstep: Class 2 contains 101853 members 
Entering Unmasked Estep 
Score: -20904862.000000 Penalty: 5953.907715
	Iteration 8F: 3 clusters Score -2.090486e+07 nChanged 9778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 105823 members 
Entering Unmasked Estep 
Score: -20911288.000000 Penalty: 5953.907715
	Iteration 9F: 3 clusters Score -2.091129e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 108842 members 
Entering Unmasked Estep 
Score: -20915282.000000 Penalty: 5953.907715
	Iteration 10Q: 3 clusters Score -2.091528e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 111226 members 
Entering Unmasked Estep 
Score: -20917050.000000 Penalty: 5953.907715
	Iteration 11Q: 3 clusters Score -2.091705e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 113422 members 
Entering Unmasked Estep 
Score: -20917842.000000 Penalty: 5953.907715
	Iteration 12Q: 3 clusters Score -2.091784e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 115599 members 
Entering Unmasked Estep 
Score: -20918538.000000 Penalty: 5953.907715
	Iteration 13Q: 3 clusters Score -2.091854e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 117836 members 
Entering Unmasked Estep 
Score: -20919246.000000 Penalty: 5953.907715
	Iteration 14Q: 3 clusters Score -2.091925e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 120100 members 
Entering Unmasked Estep 
Score: -20919844.000000 Penalty: 5953.907715
	Iteration 15Q: 3 clusters Score -2.091984e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 122426 members 
Entering Unmasked Estep 
Score: -20920838.000000 Penalty: 5953.907715
	Iteration 16Q: 3 clusters Score -2.092084e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 124898 members 
Entering Unmasked Estep 
Score: -20921874.000000 Penalty: 5953.907715
	Iteration 17Q: 3 clusters Score -2.092187e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 127400 members 
Entering Unmasked Estep 
Score: -20922924.000000 Penalty: 5953.907715
	Iteration 18Q: 3 clusters Score -2.092292e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 129738 members 
Entering Unmasked Estep 
Score: -20923946.000000 Penalty: 5953.907715
	Iteration 19Q: 3 clusters Score -2.092395e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 131994 members 
Entering Unmasked Estep 
Score: -20924998.000000 Penalty: 5953.907715
	Iteration 20F: 3 clusters Score -2.0925e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 134029 members 
Entering Unmasked Estep 
Score: -20925848.000000 Penalty: 5953.907715
	Iteration 21Q: 3 clusters Score -2.092585e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 135967 members 
Entering Unmasked Estep 
Score: -20926682.000000 Penalty: 5953.907715
	Iteration 22Q: 3 clusters Score -2.092668e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 137784 members 
Entering Unmasked Estep 
Score: -20927388.000000 Penalty: 5953.907715
	Iteration 23Q: 3 clusters Score -2.092739e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 139556 members 
Entering Unmasked Estep 
Score: -20928052.000000 Penalty: 5953.907715
	Iteration 24Q: 3 clusters Score -2.092805e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 141233 members 
Entering Unmasked Estep 
Score: -20928480.000000 Penalty: 5953.907715
	Iteration 25Q: 3 clusters Score -2.092848e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 142682 members 
Entering Unmasked Estep 
Score: -20928720.000000 Penalty: 5953.907715
	Iteration 26Q: 3 clusters Score -2.092872e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 144054 members 
Entering Unmasked Estep 
Score: -20928966.000000 Penalty: 5953.907715
	Iteration 27Q: 3 clusters Score -2.092897e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 145330 members 
Entering Unmasked Estep 
Score: -20929258.000000 Penalty: 5953.907715
	Iteration 28Q: 3 clusters Score -2.092926e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 146541 members 
Entering Unmasked Estep 
Score: -20929464.000000 Penalty: 5953.907715
	Iteration 29Q: 3 clusters Score -2.092946e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 147677 members 
Entering Unmasked Estep 
Score: -20929742.000000 Penalty: 5953.907715
	Iteration 30Q: 3 clusters Score -2.092974e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 148710 members 
Entering Unmasked Estep 
Score: -20929830.000000 Penalty: 5953.907715
	Iteration 31Q: 3 clusters Score -2.092983e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 149705 members 
Entering Unmasked Estep 
Score: -20930028.000000 Penalty: 5953.907715
	Iteration 32Q: 3 clusters Score -2.093003e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 150623 members 
Entering Unmasked Estep 
Score: -20930210.000000 Penalty: 5953.907715
	Iteration 33Q: 3 clusters Score -2.093021e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 151479 members 
Entering Unmasked Estep 
Score: -20930310.000000 Penalty: 5953.907715
	Iteration 34Q: 3 clusters Score -2.093031e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 152274 members 
Entering Unmasked Estep 
Score: -20930394.000000 Penalty: 5953.907715
	Iteration 35Q: 3 clusters Score -2.093039e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 152978 members 
Entering Unmasked Estep 
Score: -20930472.000000 Penalty: 5953.907715
	Iteration 36Q: 3 clusters Score -2.093047e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 153594 members 
Entering Unmasked Estep 
Score: -20930588.000000 Penalty: 5953.907715
	Iteration 37Q: 3 clusters Score -2.093059e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 154163 members 
Entering Unmasked Estep 
Score: -20930662.000000 Penalty: 5953.907715
	Iteration 38Q: 3 clusters Score -2.093066e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 154676 members 
Entering Unmasked Estep 
Score: -20930548.000000 Penalty: 5953.907715
	Iteration 39Q: 3 clusters Score -2.093055e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 155127 members 
Entering Unmasked Estep 
Score: -20930616.000000 Penalty: 5953.907715
	Iteration 40F: 3 clusters Score -2.093062e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 155546 members 
Entering Unmasked Estep 
Score: -20930636.000000 Penalty: 5953.907715
	Iteration 41Q: 3 clusters Score -2.093064e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 155929 members 
Entering Unmasked Estep 
Score: -20930654.000000 Penalty: 5953.907715
	Iteration 42Q: 3 clusters Score -2.093065e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 156272 members 
Entering Unmasked Estep 
Score: -20930618.000000 Penalty: 5953.907715
	Iteration 43Q: 3 clusters Score -2.093062e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 156574 members 
Entering Unmasked Estep 
Score: -20930564.000000 Penalty: 5953.907715
	Iteration 44Q: 3 clusters Score -2.093056e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 156868 members 
Entering Unmasked Estep 
Score: -20930538.000000 Penalty: 5953.907715
	Iteration 45Q: 3 clusters Score -2.093054e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 157162 members 
Entering Unmasked Estep 
Score: -20930544.000000 Penalty: 5953.907715
	Iteration 46Q: 3 clusters Score -2.093054e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 157399 members 
Entering Unmasked Estep 
Score: -20930558.000000 Penalty: 5953.907715
	Iteration 47Q: 3 clusters Score -2.093056e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 157605 members 
Entering Unmasked Estep 
Score: -20930578.000000 Penalty: 5953.907715
	Iteration 48Q: 3 clusters Score -2.093058e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 157788 members 
Entering Unmasked Estep 
Score: -20930578.000000 Penalty: 5953.907715
	Iteration 49Q: 3 clusters Score -2.093058e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 157990 members 
Entering Unmasked Estep 
Score: -20930518.000000 Penalty: 5953.907715
	Iteration 50Q: 3 clusters Score -2.093052e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 158171 members 
Entering Unmasked Estep 
Score: -20930580.000000 Penalty: 5953.907715
	Iteration 51Q: 3 clusters Score -2.093058e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 158355 members 
Entering Unmasked Estep 
Score: -20930530.000000 Penalty: 5953.907715
	Iteration 52Q: 3 clusters Score -2.093053e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 158518 members 
Entering Unmasked Estep 
Score: -20930512.000000 Penalty: 5953.907715
	Iteration 53Q: 3 clusters Score -2.093051e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 158681 members 
Entering Unmasked Estep 
Score: -20930528.000000 Penalty: 5953.907715
	Iteration 54Q: 3 clusters Score -2.093053e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 158864 members 
Entering Unmasked Estep 
Score: -20930530.000000 Penalty: 5953.907715
	Iteration 55Q: 3 clusters Score -2.093053e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 159023 members 
Entering Unmasked Estep 
Score: -20930608.000000 Penalty: 5953.907715
	Iteration 56Q: 3 clusters Score -2.093061e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 159164 members 
Entering Unmasked Estep 
Score: -20930626.000000 Penalty: 5953.907715
	Iteration 57Q: 3 clusters Score -2.093063e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 159315 members 
Entering Unmasked Estep 
Score: -20930626.000000 Penalty: 5953.907715
	Iteration 58Q: 3 clusters Score -2.093063e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 159446 members 
Entering Unmasked Estep 
Score: -20930636.000000 Penalty: 5953.907715
	Iteration 59Q: 3 clusters Score -2.093064e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 159554 members 
Entering Unmasked Estep 
Score: -20930642.000000 Penalty: 5953.907715
	Iteration 60F: 3 clusters Score -2.093064e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 159661 members 
Entering Unmasked Estep 
Score: -20930630.000000 Penalty: 5953.907715
	Iteration 61Q: 3 clusters Score -2.093063e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 159764 members 
Entering Unmasked Estep 
Score: -20930616.000000 Penalty: 5953.907715
	Iteration 62Q: 3 clusters Score -2.093062e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 159856 members 
Entering Unmasked Estep 
Score: -20930654.000000 Penalty: 5953.907715
	Iteration 63Q: 3 clusters Score -2.093065e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 159933 members 
Entering Unmasked Estep 
Score: -20930654.000000 Penalty: 5953.907715
	Iteration 64Q: 3 clusters Score -2.093065e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 160010 members 
Entering Unmasked Estep 
Score: -20930668.000000 Penalty: 5953.907715
	Iteration 65Q: 3 clusters Score -2.093067e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 160068 members 
Entering Unmasked Estep 
Score: -20930664.000000 Penalty: 5953.907715
	Iteration 66Q: 3 clusters Score -2.093066e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 160115 members 
Entering Unmasked Estep 
Score: -20930680.000000 Penalty: 5953.907715
	Iteration 67Q: 3 clusters Score -2.093068e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 160158 members 
Entering Unmasked Estep 
Score: -20930654.000000 Penalty: 5953.907715
	Iteration 68Q: 3 clusters Score -2.093065e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 160198 members 
Entering Unmasked Estep 
Score: -20930672.000000 Penalty: 5953.907715
	Iteration 69Q: 3 clusters Score -2.093067e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 160243 members 
Entering Unmasked Estep 
Score: -20930666.000000 Penalty: 5953.907715
	Iteration 70Q: 3 clusters Score -2.093067e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 160277 members 
Entering Unmasked Estep 
Score: -20930654.000000 Penalty: 5953.907715
	Iteration 71Q: 3 clusters Score -2.093065e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 160310 members 
Entering Unmasked Estep 
Score: -20930636.000000 Penalty: 5953.907715
	Iteration 72Q: 3 clusters Score -2.093064e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 160349 members 
Entering Unmasked Estep 
Score: -20930610.000000 Penalty: 5953.907715
	Iteration 73Q: 3 clusters Score -2.093061e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 160375 members 
Entering Unmasked Estep 
Score: -20930596.000000 Penalty: 5953.907715
	Iteration 74Q: 3 clusters Score -2.09306e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 160411 members 
Entering Unmasked Estep 
Score: -20930596.000000 Penalty: 5953.907715
	Iteration 75Q: 3 clusters Score -2.09306e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 160444 members 
Entering Unmasked Estep 
Score: -20930610.000000 Penalty: 5953.907715
	Iteration 76Q: 3 clusters Score -2.093061e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 160471 members 
Entering Unmasked Estep 
Score: -20930584.000000 Penalty: 5953.907715
	Iteration 77Q: 3 clusters Score -2.093058e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 160497 members 
Entering Unmasked Estep 
Score: -20930606.000000 Penalty: 5953.907715
	Iteration 78Q: 3 clusters Score -2.093061e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 160524 members 
Entering Unmasked Estep 
Score: -20930610.000000 Penalty: 5953.907715
	Iteration 79Q: 3 clusters Score -2.093061e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 160545 members 
Entering Unmasked Estep 
Score: -20930638.000000 Penalty: 5953.907715
	Iteration 80F: 3 clusters Score -2.093064e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 160569 members 
Entering Unmasked Estep 
Score: -20930626.000000 Penalty: 5953.907715
	Iteration 81Q: 3 clusters Score -2.093063e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 160594 members 
Entering Unmasked Estep 
Score: -20930598.000000 Penalty: 5953.907715
	Iteration 82Q: 3 clusters Score -2.09306e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 160612 members 
Entering Unmasked Estep 
Score: -20930600.000000 Penalty: 5953.907715
	Iteration 83Q: 3 clusters Score -2.09306e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 160633 members 
Entering Unmasked Estep 
Score: -20930578.000000 Penalty: 5953.907715
	Iteration 84Q: 3 clusters Score -2.093058e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 160660 members 
Entering Unmasked Estep 
Score: -20930570.000000 Penalty: 5953.907715
	Iteration 85Q: 3 clusters Score -2.093057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 160678 members 
Entering Unmasked Estep 
Score: -20930566.000000 Penalty: 5953.907715
	Iteration 86Q: 3 clusters Score -2.093057e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 160692 members 
Entering Unmasked Estep 
Score: -20930574.000000 Penalty: 5953.907715
	Iteration 87Q: 3 clusters Score -2.093057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 160706 members 
Entering Unmasked Estep 
Score: -20930526.000000 Penalty: 5953.907715
	Iteration 88Q: 3 clusters Score -2.093053e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 160713 members 
Entering Unmasked Estep 
Score: -20930544.000000 Penalty: 5953.907715
	Iteration 89Q: 3 clusters Score -2.093054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 160722 members 
Entering Unmasked Estep 
Score: -20930530.000000 Penalty: 5953.907715
	Iteration 90Q: 3 clusters Score -2.093053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 160730 members 
Entering Unmasked Estep 
Score: -20930532.000000 Penalty: 5953.907715
	Iteration 91Q: 3 clusters Score -2.093053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 160740 members 
Entering Unmasked Estep 
Score: -20930530.000000 Penalty: 5953.907715
	Iteration 92Q: 3 clusters Score -2.093053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 160747 members 
Entering Unmasked Estep 
Score: -20930546.000000 Penalty: 5953.907715
	Iteration 93Q: 3 clusters Score -2.093055e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 160758 members 
Entering Unmasked Estep 
Score: -20930534.000000 Penalty: 5953.907715
	Iteration 94Q: 3 clusters Score -2.093053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 160770 members 
Entering Unmasked Estep 
Score: -20930512.000000 Penalty: 5953.907715
	Iteration 95Q: 3 clusters Score -2.093051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 160782 members 
Entering Unmasked Estep 
Score: -20930520.000000 Penalty: 5953.907715
	Iteration 96Q: 3 clusters Score -2.093052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 160790 members 
Entering Unmasked Estep 
Score: -20930522.000000 Penalty: 5953.907715
	Iteration 97Q: 3 clusters Score -2.093052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 160806 members 
Entering Unmasked Estep 
Score: -20930548.000000 Penalty: 5953.907715
	Iteration 98Q: 3 clusters Score -2.093055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 160819 members 
Entering Unmasked Estep 
Score: -20930536.000000 Penalty: 5953.907715
	Iteration 99Q: 3 clusters Score -2.093054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 160829 members 
Entering Unmasked Estep 
Score: -20930528.000000 Penalty: 5953.907715
	Iteration 100F: 3 clusters Score -2.093053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 160843 members 
Entering Unmasked Estep 
Score: -20930538.000000 Penalty: 5953.907715
	Iteration 101Q: 3 clusters Score -2.093054e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 160858 members 
Entering Unmasked Estep 
Score: -20930544.000000 Penalty: 5953.907715
	Iteration 102Q: 3 clusters Score -2.093054e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 160876 members 
Entering Unmasked Estep 
Score: -20930516.000000 Penalty: 5953.907715
	Iteration 103Q: 3 clusters Score -2.093052e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 160895 members 
Entering Unmasked Estep 
Score: -20930552.000000 Penalty: 5953.907715
	Iteration 104Q: 3 clusters Score -2.093055e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 160920 members 
Entering Unmasked Estep 
Score: -20930578.000000 Penalty: 5953.907715
	Iteration 105Q: 3 clusters Score -2.093058e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 160946 members 
Entering Unmasked Estep 
Score: -20930584.000000 Penalty: 5953.907715
	Iteration 106Q: 3 clusters Score -2.093058e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 160962 members 
Entering Unmasked Estep 
Score: -20930590.000000 Penalty: 5953.907715
	Iteration 107Q: 3 clusters Score -2.093059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 160975 members 
Entering Unmasked Estep 
Score: -20930632.000000 Penalty: 5953.907715
	Iteration 108Q: 3 clusters Score -2.093063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 160984 members 
Entering Unmasked Estep 
Score: -20930630.000000 Penalty: 5953.907715
	Iteration 109Q: 3 clusters Score -2.093063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 160993 members 
Entering Unmasked Estep 
Score: -20930624.000000 Penalty: 5953.907715
	Iteration 110Q: 3 clusters Score -2.093062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 161000 members 
Entering Unmasked Estep 
Score: -20930628.000000 Penalty: 5953.907715
	Iteration 111Q: 3 clusters Score -2.093063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 161010 members 
Entering Unmasked Estep 
Score: -20930630.000000 Penalty: 5953.907715
	Iteration 112Q: 3 clusters Score -2.093063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 161014 members 
Entering Unmasked Estep 
Score: -20930636.000000 Penalty: 5953.907715
	Iteration 113Q: 3 clusters Score -2.093064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 161022 members 
Entering Unmasked Estep 
Score: -20930632.000000 Penalty: 5953.907715
	Iteration 114Q: 3 clusters Score -2.093063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 161028 members 
Entering Unmasked Estep 
Score: -20930634.000000 Penalty: 5953.907715
	Iteration 115Q: 3 clusters Score -2.093063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 161030 members 
Entering Unmasked Estep 
Score: -20930630.000000 Penalty: 5953.907715
	Iteration 116Q: 3 clusters Score -2.093063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 161033 members 
Entering Unmasked Estep 
Score: -20930632.000000 Penalty: 5953.907715
	Iteration 117Q: 3 clusters Score -2.093063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 161037 members 
Entering Unmasked Estep 
Score: -20930622.000000 Penalty: 5953.907715
	Iteration 118Q: 3 clusters Score -2.093062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 161039 members 
Entering Unmasked Estep 
Score: -20930622.000000 Penalty: 5953.907715
	Iteration 119Q: 3 clusters Score -2.093062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 161041 members 
Entering Unmasked Estep 
Score: -20930624.000000 Penalty: 5953.907715
	Iteration 120F: 3 clusters Score -2.093062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 161043 members 
Entering Unmasked Estep 
Score: -20930618.000000 Penalty: 5953.907715
	Iteration 121Q: 3 clusters Score -2.093062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 161045 members 
Entering Unmasked Estep 
Score: -20930640.000000 Penalty: 5953.907715
	Iteration 122Q: 3 clusters Score -2.093064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 161046 members 
Entering Unmasked Estep 
Score: -20930632.000000 Penalty: 5953.907715
	Iteration 123Q: 3 clusters Score -2.093063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 161047 members 
Entering Unmasked Estep 
Score: -20930638.000000 Penalty: 5953.907715
	Iteration 124Q: 3 clusters Score -2.093064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 161048 members 
Entering Unmasked Estep 
Score: -20930638.000000 Penalty: 5953.907715
	Iteration 125Q: 3 clusters Score -2.093064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 161051 members 
Entering Unmasked Estep 
Score: -20930646.000000 Penalty: 5953.907715
	Iteration 126Q: 3 clusters Score -2.093065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 161055 members 
Entering Unmasked Estep 
Score: -20930644.000000 Penalty: 5953.907715
	Iteration 127Q: 3 clusters Score -2.093064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 161060 members 
Entering Unmasked Estep 
Score: -20930656.000000 Penalty: 5953.907715
	Iteration 128Q: 3 clusters Score -2.093066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 161064 members 
Entering Unmasked Estep 
Score: -20930666.000000 Penalty: 5953.907715
	Iteration 129Q: 3 clusters Score -2.093067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 161067 members 
Entering Unmasked Estep 
Score: -20930666.000000 Penalty: 5953.907715
	Iteration 130Q: 3 clusters Score -2.093067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 161069 members 
Entering Unmasked Estep 
Score: -20930656.000000 Penalty: 5953.907715
	Iteration 131Q: 3 clusters Score -2.093066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 161073 members 
Entering Unmasked Estep 
Score: -20930644.000000 Penalty: 5953.907715
	Iteration 132Q: 3 clusters Score -2.093064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 161073 members 
Entering Unmasked Estep 
Score: -20930638.000000 Penalty: 5953.907715
	Iteration 133Q: 3 clusters Score -2.093064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 161078 members 
Entering Unmasked Estep 
Score: -20930652.000000 Penalty: 5953.907715
	Iteration 134Q: 3 clusters Score -2.093065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 161084 members 
Entering Unmasked Estep 
Score: -20930652.000000 Penalty: 5953.907715
	Iteration 135Q: 3 clusters Score -2.093065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 161092 members 
Entering Unmasked Estep 
Score: -20930652.000000 Penalty: 5953.907715
	Iteration 136Q: 3 clusters Score -2.093065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 161096 members 
Entering Unmasked Estep 
Score: -20930650.000000 Penalty: 5953.907715
	Iteration 137Q: 3 clusters Score -2.093065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 161097 members 
Entering Unmasked Estep 
Score: -20930646.000000 Penalty: 5953.907715
	Iteration 138Q: 3 clusters Score -2.093065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 161097 members 
Entering Unmasked Estep 
Score: -20930646.000000 Penalty: 5953.907715
	Iteration 139F: 3 clusters Score -2.093065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (78351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78351 members 
Entering Unmasked Estep 
Score: -9703563.000000 Penalty: 2794.700684
	Iteration 0F: 2 clusters Score -9703563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -9651192.000000 Penalty: 5589.401367
	Iteration 0F: 3 clusters Score -9651192 nChanged 36769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -9671879.000000 Penalty: 5589.401367
	Iteration 1F: 3 clusters Score -9671879 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -9673135.000000 Penalty: 5589.401367
	Iteration 2Q: 3 clusters Score -9673135 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -9675335.000000 Penalty: 5589.401367
	Iteration 3F: 3 clusters Score -9675335 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -9679021.000000 Penalty: 5589.401367
	Iteration 4F: 3 clusters Score -9679021 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -9684180.000000 Penalty: 5589.401367
	Iteration 5F: 3 clusters Score -9684180 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -9690300.000000 Penalty: 5589.401367
	Iteration 6F: 3 clusters Score -9690300 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -9695467.000000 Penalty: 5589.401367
	Iteration 7F: 3 clusters Score -9695467 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75322 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -9698631.000000 Penalty: 5589.401367
	Iteration 8Q: 3 clusters Score -9698631 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9700078.000000 Penalty: 5589.401367
	Iteration 9Q: 3 clusters Score -9700078 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9700678.000000 Penalty: 5589.401367
	Iteration 10Q: 3 clusters Score -9700678 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9700894.000000 Penalty: 5589.401367
	Iteration 11Q: 3 clusters Score -9700894 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9701003.000000 Penalty: 5589.401367
	Iteration 12Q: 3 clusters Score -9701003 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9701052.000000 Penalty: 5589.401367
	Iteration 13Q: 3 clusters Score -9701052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9701097.000000 Penalty: 5589.401367
	Iteration 14Q: 3 clusters Score -9701097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78019 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9701103.000000 Penalty: 5589.401367
	Iteration 15Q: 3 clusters Score -9701103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9701118.000000 Penalty: 5589.401367
	Iteration 16Q: 3 clusters Score -9701118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78032 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9701119.000000 Penalty: 5589.401367
	Iteration 17Q: 3 clusters Score -9701119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78032 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9701125.000000 Penalty: 5589.401367
	Iteration 18Q: 3 clusters Score -9701125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78032 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9701123.000000 Penalty: 5589.401367
	Iteration 19Q: 3 clusters Score -9701123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78033 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9701119.000000 Penalty: 5589.401367
	Iteration 20F: 3 clusters Score -9701119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Entering Unmasked Estep 
Score: -958330.375000 Penalty: 2227.114014
	Iteration 0F: 2 clusters Score -958330.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -951984.937500 Penalty: 4454.228027
	Iteration 0F: 3 clusters Score -951984.9 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -953969.687500 Penalty: 4454.228027
	Iteration 1F: 3 clusters Score -953969.7 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -954417.812500 Penalty: 4454.228027
	Iteration 2F: 3 clusters Score -954417.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -954718.000000 Penalty: 4454.228027
	Iteration 3F: 3 clusters Score -954718 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -954971.125000 Penalty: 4454.228027
	Iteration 4F: 3 clusters Score -954971.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -955190.812500 Penalty: 4454.228027
	Iteration 5Q: 3 clusters Score -955190.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -955412.187500 Penalty: 4454.228027
	Iteration 6Q: 3 clusters Score -955412.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -955650.312500 Penalty: 4454.228027
	Iteration 7Q: 3 clusters Score -955650.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -955860.812500 Penalty: 4454.228027
	Iteration 8Q: 3 clusters Score -955860.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -956055.500000 Penalty: 4454.228027
	Iteration 9Q: 3 clusters Score -956055.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -956203.875000 Penalty: 4454.228027
	Iteration 10Q: 3 clusters Score -956203.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -956355.000000 Penalty: 4454.228027
	Iteration 11Q: 3 clusters Score -956355 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -956505.875000 Penalty: 4454.228027
	Iteration 12Q: 3 clusters Score -956505.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -956631.187500 Penalty: 4454.228027
	Iteration 13Q: 3 clusters Score -956631.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -956708.125000 Penalty: 4454.228027
	Iteration 14Q: 3 clusters Score -956708.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -956766.312500 Penalty: 4454.228027
	Iteration 15Q: 3 clusters Score -956766.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -956820.375000 Penalty: 4454.228027
	Iteration 16Q: 3 clusters Score -956820.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -956861.375000 Penalty: 4454.228027
	Iteration 17Q: 3 clusters Score -956861.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -956907.750000 Penalty: 4454.228027
	Iteration 18Q: 3 clusters Score -956907.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -956945.000000 Penalty: 4454.228027
	Iteration 19Q: 3 clusters Score -956945 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -956978.187500 Penalty: 4454.228027
	Iteration 20F: 3 clusters Score -956978.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -957012.687500 Penalty: 4454.228027
	Iteration 21Q: 3 clusters Score -957012.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -957032.187500 Penalty: 4454.228027
	Iteration 22Q: 3 clusters Score -957032.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -957047.187500 Penalty: 4454.228027
	Iteration 23Q: 3 clusters Score -957047.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -957062.875000 Penalty: 4454.228027
	Iteration 24Q: 3 clusters Score -957062.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -957081.000000 Penalty: 4454.228027
	Iteration 25Q: 3 clusters Score -957081 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -957104.250000 Penalty: 4454.228027
	Iteration 26Q: 3 clusters Score -957104.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -957127.687500 Penalty: 4454.228027
	Iteration 27Q: 3 clusters Score -957127.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -957146.750000 Penalty: 4454.228027
	Iteration 28Q: 3 clusters Score -957146.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -957165.062500 Penalty: 4454.228027
	Iteration 29Q: 3 clusters Score -957165.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -957177.750000 Penalty: 4454.228027
	Iteration 30Q: 3 clusters Score -957177.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -957190.312500 Penalty: 4454.228027
	Iteration 31Q: 3 clusters Score -957190.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -957202.250000 Penalty: 4454.228027
	Iteration 32Q: 3 clusters Score -957202.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -957214.687500 Penalty: 4454.228027
	Iteration 33Q: 3 clusters Score -957214.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -957224.000000 Penalty: 4454.228027
	Iteration 34Q: 3 clusters Score -957224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -957233.187500 Penalty: 4454.228027
	Iteration 35Q: 3 clusters Score -957233.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -957243.625000 Penalty: 4454.228027
	Iteration 36Q: 3 clusters Score -957243.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -957247.000000 Penalty: 4454.228027
	Iteration 37Q: 3 clusters Score -957247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -957250.687500 Penalty: 4454.228027
	Iteration 38Q: 3 clusters Score -957250.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -957255.062500 Penalty: 4454.228027
	Iteration 39Q: 3 clusters Score -957255.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -957258.750000 Penalty: 4454.228027
	Iteration 40F: 3 clusters Score -957258.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -957263.250000 Penalty: 4454.228027
	Iteration 41Q: 3 clusters Score -957263.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -957264.875000 Penalty: 4454.228027
	Iteration 42Q: 3 clusters Score -957264.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -957268.187500 Penalty: 4454.228027
	Iteration 43Q: 3 clusters Score -957268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -957269.562500 Penalty: 4454.228027
	Iteration 44Q: 3 clusters Score -957269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -957271.250000 Penalty: 4454.228027
	Iteration 45Q: 3 clusters Score -957271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -957272.812500 Penalty: 4454.228027
	Iteration 46Q: 3 clusters Score -957272.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -957273.500000 Penalty: 4454.228027
	Iteration 47Q: 3 clusters Score -957273.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -957273.312500 Penalty: 4454.228027
	Iteration 48Q: 3 clusters Score -957273.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -957273.312500 Penalty: 4454.228027
	Iteration 49F: 3 clusters Score -957273.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (158452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158452 members 
Entering Unmasked Estep 
Score: -20401962.000000 Penalty: 2969.355225
	Iteration 0F: 2 clusters Score -2.040196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79212 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -20303590.000000 Penalty: 5938.710449
	Iteration 0F: 3 clusters Score -2.030359e+07 nChanged 75791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78929 members 
Mstep: Class 2 contains 79523 members 
Entering Unmasked Estep 
Score: -20347286.000000 Penalty: 5938.710449
	Iteration 1F: 3 clusters Score -2.034729e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78766 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -20347948.000000 Penalty: 5938.710449
	Iteration 2Q: 3 clusters Score -2.034795e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 79909 members 
Entering Unmasked Estep 
Score: -20348778.000000 Penalty: 5938.710449
	Iteration 3Q: 3 clusters Score -2.034878e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78240 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -20349980.000000 Penalty: 5938.710449
	Iteration 4Q: 3 clusters Score -2.034998e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 80666 members 
Entering Unmasked Estep 
Score: -20351406.000000 Penalty: 5938.710449
	Iteration 5Q: 3 clusters Score -2.035141e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77080 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -20353350.000000 Penalty: 5938.710449
	Iteration 6Q: 3 clusters Score -2.035335e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75916 members 
Mstep: Class 2 contains 82536 members 
Entering Unmasked Estep 
Score: -20356374.000000 Penalty: 5938.710449
	Iteration 7Q: 3 clusters Score -2.035637e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74387 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -20360900.000000 Penalty: 5938.710449
	Iteration 8F: 3 clusters Score -2.03609e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 86023 members 
Entering Unmasked Estep 
Score: -20366980.000000 Penalty: 5938.710449
	Iteration 9F: 3 clusters Score -2.036698e+07 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 88146 members 
Entering Unmasked Estep 
Score: -20374426.000000 Penalty: 5938.710449
	Iteration 10F: 3 clusters Score -2.037443e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68555 members 
Mstep: Class 2 contains 89897 members 
Entering Unmasked Estep 
Score: -20380892.000000 Penalty: 5938.710449
	Iteration 11F: 3 clusters Score -2.038089e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67280 members 
Mstep: Class 2 contains 91172 members 
Entering Unmasked Estep 
Score: -20383974.000000 Penalty: 5938.710449
	Iteration 12Q: 3 clusters Score -2.038397e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 92182 members 
Entering Unmasked Estep 
Score: -20385122.000000 Penalty: 5938.710449
	Iteration 13Q: 3 clusters Score -2.038512e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 93153 members 
Entering Unmasked Estep 
Score: -20385590.000000 Penalty: 5938.710449
	Iteration 14Q: 3 clusters Score -2.038559e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -20385928.000000 Penalty: 5938.710449
	Iteration 15Q: 3 clusters Score -2.038593e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63392 members 
Mstep: Class 2 contains 95060 members 
Entering Unmasked Estep 
Score: -20386292.000000 Penalty: 5938.710449
	Iteration 16Q: 3 clusters Score -2.038629e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 96033 members 
Entering Unmasked Estep 
Score: -20386560.000000 Penalty: 5938.710449
	Iteration 17Q: 3 clusters Score -2.038656e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -20386788.000000 Penalty: 5938.710449
	Iteration 18Q: 3 clusters Score -2.038679e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60370 members 
Mstep: Class 2 contains 98082 members 
Entering Unmasked Estep 
Score: -20387050.000000 Penalty: 5938.710449
	Iteration 19Q: 3 clusters Score -2.038705e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 99238 members 
Entering Unmasked Estep 
Score: -20387244.000000 Penalty: 5938.710449
	Iteration 20F: 3 clusters Score -2.038724e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 100471 members 
Entering Unmasked Estep 
Score: -20387562.000000 Penalty: 5938.710449
	Iteration 21Q: 3 clusters Score -2.038756e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 101722 members 
Entering Unmasked Estep 
Score: -20387844.000000 Penalty: 5938.710449
	Iteration 22Q: 3 clusters Score -2.038784e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55382 members 
Mstep: Class 2 contains 103070 members 
Entering Unmasked Estep 
Score: -20388140.000000 Penalty: 5938.710449
	Iteration 23Q: 3 clusters Score -2.038814e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 104456 members 
Entering Unmasked Estep 
Score: -20388536.000000 Penalty: 5938.710449
	Iteration 24Q: 3 clusters Score -2.038854e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 105891 members 
Entering Unmasked Estep 
Score: -20388842.000000 Penalty: 5938.710449
	Iteration 25Q: 3 clusters Score -2.038884e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 107296 members 
Entering Unmasked Estep 
Score: -20389186.000000 Penalty: 5938.710449
	Iteration 26Q: 3 clusters Score -2.038919e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 108747 members 
Entering Unmasked Estep 
Score: -20389424.000000 Penalty: 5938.710449
	Iteration 27Q: 3 clusters Score -2.038942e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 110199 members 
Entering Unmasked Estep 
Score: -20389740.000000 Penalty: 5938.710449
	Iteration 28Q: 3 clusters Score -2.038974e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 111716 members 
Entering Unmasked Estep 
Score: -20390068.000000 Penalty: 5938.710449
	Iteration 29Q: 3 clusters Score -2.039007e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 113262 members 
Entering Unmasked Estep 
Score: -20390420.000000 Penalty: 5938.710449
	Iteration 30Q: 3 clusters Score -2.039042e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 114809 members 
Entering Unmasked Estep 
Score: -20390748.000000 Penalty: 5938.710449
	Iteration 31Q: 3 clusters Score -2.039075e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 116430 members 
Entering Unmasked Estep 
Score: -20391188.000000 Penalty: 5938.710449
	Iteration 32Q: 3 clusters Score -2.039119e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 118056 members 
Entering Unmasked Estep 
Score: -20391528.000000 Penalty: 5938.710449
	Iteration 33Q: 3 clusters Score -2.039153e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 119637 members 
Entering Unmasked Estep 
Score: -20391952.000000 Penalty: 5938.710449
	Iteration 34Q: 3 clusters Score -2.039195e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 121236 members 
Entering Unmasked Estep 
Score: -20392294.000000 Penalty: 5938.710449
	Iteration 35Q: 3 clusters Score -2.039229e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 122866 members 
Entering Unmasked Estep 
Score: -20392748.000000 Penalty: 5938.710449
	Iteration 36Q: 3 clusters Score -2.039275e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 124440 members 
Entering Unmasked Estep 
Score: -20393178.000000 Penalty: 5938.710449
	Iteration 37Q: 3 clusters Score -2.039318e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 125982 members 
Entering Unmasked Estep 
Score: -20393440.000000 Penalty: 5938.710449
	Iteration 38Q: 3 clusters Score -2.039344e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 127491 members 
Entering Unmasked Estep 
Score: -20393648.000000 Penalty: 5938.710449
	Iteration 39Q: 3 clusters Score -2.039365e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 129002 members 
Entering Unmasked Estep 
Score: -20394036.000000 Penalty: 5938.710449
	Iteration 40F: 3 clusters Score -2.039404e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 130626 members 
Entering Unmasked Estep 
Score: -20394452.000000 Penalty: 5938.710449
	Iteration 41Q: 3 clusters Score -2.039445e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 132219 members 
Entering Unmasked Estep 
Score: -20394918.000000 Penalty: 5938.710449
	Iteration 42Q: 3 clusters Score -2.039492e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 133858 members 
Entering Unmasked Estep 
Score: -20395436.000000 Penalty: 5938.710449
	Iteration 43Q: 3 clusters Score -2.039544e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 135548 members 
Entering Unmasked Estep 
Score: -20395850.000000 Penalty: 5938.710449
	Iteration 44Q: 3 clusters Score -2.039585e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 137159 members 
Entering Unmasked Estep 
Score: -20396314.000000 Penalty: 5938.710449
	Iteration 45Q: 3 clusters Score -2.039631e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 138756 members 
Entering Unmasked Estep 
Score: -20396888.000000 Penalty: 5938.710449
	Iteration 46Q: 3 clusters Score -2.039689e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 140362 members 
Entering Unmasked Estep 
Score: -20397474.000000 Penalty: 5938.710449
	Iteration 47Q: 3 clusters Score -2.039747e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 141928 members 
Entering Unmasked Estep 
Score: -20397696.000000 Penalty: 5938.710449
	Iteration 48Q: 3 clusters Score -2.03977e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 143414 members 
Entering Unmasked Estep 
Score: -20398002.000000 Penalty: 5938.710449
	Iteration 49Q: 3 clusters Score -2.0398e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 144836 members 
Entering Unmasked Estep 
Score: -20398256.000000 Penalty: 5938.710449
	Iteration 50Q: 3 clusters Score -2.039826e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 146196 members 
Entering Unmasked Estep 
Score: -20398646.000000 Penalty: 5938.710449
	Iteration 51Q: 3 clusters Score -2.039865e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 147466 members 
Entering Unmasked Estep 
Score: -20399098.000000 Penalty: 5938.710449
	Iteration 52Q: 3 clusters Score -2.03991e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 148656 members 
Entering Unmasked Estep 
Score: -20399416.000000 Penalty: 5938.710449
	Iteration 53Q: 3 clusters Score -2.039942e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 149770 members 
Entering Unmasked Estep 
Score: -20399656.000000 Penalty: 5938.710449
	Iteration 54Q: 3 clusters Score -2.039966e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 150768 members 
Entering Unmasked Estep 
Score: -20399910.000000 Penalty: 5938.710449
	Iteration 55Q: 3 clusters Score -2.039991e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 151686 members 
Entering Unmasked Estep 
Score: -20399992.000000 Penalty: 5938.710449
	Iteration 56Q: 3 clusters Score -2.039999e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 152534 members 
Entering Unmasked Estep 
Score: -20400068.000000 Penalty: 5938.710449
	Iteration 57Q: 3 clusters Score -2.040007e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 153242 members 
Entering Unmasked Estep 
Score: -20400078.000000 Penalty: 5938.710449
	Iteration 58Q: 3 clusters Score -2.040008e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 153827 members 
Entering Unmasked Estep 
Score: -20400194.000000 Penalty: 5938.710449
	Iteration 59Q: 3 clusters Score -2.040019e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 154336 members 
Entering Unmasked Estep 
Score: -20400238.000000 Penalty: 5938.710449
	Iteration 60F: 3 clusters Score -2.040024e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 154794 members 
Entering Unmasked Estep 
Score: -20400258.000000 Penalty: 5938.710449
	Iteration 61Q: 3 clusters Score -2.040026e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 155168 members 
Entering Unmasked Estep 
Score: -20400272.000000 Penalty: 5938.710449
	Iteration 62Q: 3 clusters Score -2.040027e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 155489 members 
Entering Unmasked Estep 
Score: -20400240.000000 Penalty: 5938.710449
	Iteration 63Q: 3 clusters Score -2.040024e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 155753 members 
Entering Unmasked Estep 
Score: -20400218.000000 Penalty: 5938.710449
	Iteration 64Q: 3 clusters Score -2.040022e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 155983 members 
Entering Unmasked Estep 
Score: -20400232.000000 Penalty: 5938.710449
	Iteration 65Q: 3 clusters Score -2.040023e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 156180 members 
Entering Unmasked Estep 
Score: -20400190.000000 Penalty: 5938.710449
	Iteration 66Q: 3 clusters Score -2.040019e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 156321 members 
Entering Unmasked Estep 
Score: -20400176.000000 Penalty: 5938.710449
	Iteration 67Q: 3 clusters Score -2.040018e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 156419 members 
Entering Unmasked Estep 
Score: -20400202.000000 Penalty: 5938.710449
	Iteration 68Q: 3 clusters Score -2.04002e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 156508 members 
Entering Unmasked Estep 
Score: -20400174.000000 Penalty: 5938.710449
	Iteration 69Q: 3 clusters Score -2.040017e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 156581 members 
Entering Unmasked Estep 
Score: -20400134.000000 Penalty: 5938.710449
	Iteration 70Q: 3 clusters Score -2.040013e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 156643 members 
Entering Unmasked Estep 
Score: -20400134.000000 Penalty: 5938.710449
	Iteration 71Q: 3 clusters Score -2.040013e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 156705 members 
Entering Unmasked Estep 
Score: -20400110.000000 Penalty: 5938.710449
	Iteration 72Q: 3 clusters Score -2.040011e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 156756 members 
Entering Unmasked Estep 
Score: -20400104.000000 Penalty: 5938.710449
	Iteration 73Q: 3 clusters Score -2.04001e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 156804 members 
Entering Unmasked Estep 
Score: -20400118.000000 Penalty: 5938.710449
	Iteration 74Q: 3 clusters Score -2.040012e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 156845 members 
Entering Unmasked Estep 
Score: -20400098.000000 Penalty: 5938.710449
	Iteration 75Q: 3 clusters Score -2.04001e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 156883 members 
Entering Unmasked Estep 
Score: -20400108.000000 Penalty: 5938.710449
	Iteration 76Q: 3 clusters Score -2.040011e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 156906 members 
Entering Unmasked Estep 
Score: -20400110.000000 Penalty: 5938.710449
	Iteration 77Q: 3 clusters Score -2.040011e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 156930 members 
Entering Unmasked Estep 
Score: -20400106.000000 Penalty: 5938.710449
	Iteration 78Q: 3 clusters Score -2.040011e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 156951 members 
Entering Unmasked Estep 
Score: -20400110.000000 Penalty: 5938.710449
	Iteration 79Q: 3 clusters Score -2.040011e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 156972 members 
Entering Unmasked Estep 
Score: -20400094.000000 Penalty: 5938.710449
	Iteration 80F: 3 clusters Score -2.040009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 156986 members 
Entering Unmasked Estep 
Score: -20400090.000000 Penalty: 5938.710449
	Iteration 81Q: 3 clusters Score -2.040009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 157000 members 
Entering Unmasked Estep 
Score: -20400098.000000 Penalty: 5938.710449
	Iteration 82Q: 3 clusters Score -2.04001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 157018 members 
Entering Unmasked Estep 
Score: -20400100.000000 Penalty: 5938.710449
	Iteration 83Q: 3 clusters Score -2.04001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 157028 members 
Entering Unmasked Estep 
Score: -20400096.000000 Penalty: 5938.710449
	Iteration 84Q: 3 clusters Score -2.04001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 157033 members 
Entering Unmasked Estep 
Score: -20400126.000000 Penalty: 5938.710449
	Iteration 85Q: 3 clusters Score -2.040013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 157042 members 
Entering Unmasked Estep 
Score: -20400112.000000 Penalty: 5938.710449
	Iteration 86Q: 3 clusters Score -2.040011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 157045 members 
Entering Unmasked Estep 
Score: -20400136.000000 Penalty: 5938.710449
	Iteration 87Q: 3 clusters Score -2.040014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 157052 members 
Entering Unmasked Estep 
Score: -20400124.000000 Penalty: 5938.710449
	Iteration 88Q: 3 clusters Score -2.040012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 157053 members 
Entering Unmasked Estep 
Score: -20400134.000000 Penalty: 5938.710449
	Iteration 89Q: 3 clusters Score -2.040013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 157060 members 
Entering Unmasked Estep 
Score: -20400114.000000 Penalty: 5938.710449
	Iteration 90Q: 3 clusters Score -2.040011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 157068 members 
Entering Unmasked Estep 
Score: -20400122.000000 Penalty: 5938.710449
	Iteration 91Q: 3 clusters Score -2.040012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 157076 members 
Entering Unmasked Estep 
Score: -20400138.000000 Penalty: 5938.710449
	Iteration 92Q: 3 clusters Score -2.040014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 157085 members 
Entering Unmasked Estep 
Score: -20400140.000000 Penalty: 5938.710449
	Iteration 93Q: 3 clusters Score -2.040014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 157091 members 
Entering Unmasked Estep 
Score: -20400132.000000 Penalty: 5938.710449
	Iteration 94Q: 3 clusters Score -2.040013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 157091 members 
Entering Unmasked Estep 
Score: -20400134.000000 Penalty: 5938.710449
	Iteration 95Q: 3 clusters Score -2.040013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 157100 members 
Entering Unmasked Estep 
Score: -20400140.000000 Penalty: 5938.710449
	Iteration 96Q: 3 clusters Score -2.040014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 157113 members 
Entering Unmasked Estep 
Score: -20400136.000000 Penalty: 5938.710449
	Iteration 97Q: 3 clusters Score -2.040014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 157128 members 
Entering Unmasked Estep 
Score: -20400136.000000 Penalty: 5938.710449
	Iteration 98Q: 3 clusters Score -2.040014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 157147 members 
Entering Unmasked Estep 
Score: -20400142.000000 Penalty: 5938.710449
	Iteration 99Q: 3 clusters Score -2.040014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 157166 members 
Entering Unmasked Estep 
Score: -20400146.000000 Penalty: 5938.710449
	Iteration 100F: 3 clusters Score -2.040015e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 157183 members 
Entering Unmasked Estep 
Score: -20400144.000000 Penalty: 5938.710449
	Iteration 101Q: 3 clusters Score -2.040014e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 157201 members 
Entering Unmasked Estep 
Score: -20400124.000000 Penalty: 5938.710449
	Iteration 102Q: 3 clusters Score -2.040012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 157215 members 
Entering Unmasked Estep 
Score: -20400134.000000 Penalty: 5938.710449
	Iteration 103Q: 3 clusters Score -2.040013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 157223 members 
Entering Unmasked Estep 
Score: -20400142.000000 Penalty: 5938.710449
	Iteration 104Q: 3 clusters Score -2.040014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 157235 members 
Entering Unmasked Estep 
Score: -20400142.000000 Penalty: 5938.710449
	Iteration 105Q: 3 clusters Score -2.040014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 157249 members 
Entering Unmasked Estep 
Score: -20400160.000000 Penalty: 5938.710449
	Iteration 106Q: 3 clusters Score -2.040016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 157258 members 
Entering Unmasked Estep 
Score: -20400164.000000 Penalty: 5938.710449
	Iteration 107Q: 3 clusters Score -2.040016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 157273 members 
Entering Unmasked Estep 
Score: -20400160.000000 Penalty: 5938.710449
	Iteration 108Q: 3 clusters Score -2.040016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 157286 members 
Entering Unmasked Estep 
Score: -20400166.000000 Penalty: 5938.710449
	Iteration 109Q: 3 clusters Score -2.040017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 157299 members 
Entering Unmasked Estep 
Score: -20400152.000000 Penalty: 5938.710449
	Iteration 110Q: 3 clusters Score -2.040015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 157316 members 
Entering Unmasked Estep 
Score: -20400160.000000 Penalty: 5938.710449
	Iteration 111Q: 3 clusters Score -2.040016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 157327 members 
Entering Unmasked Estep 
Score: -20400162.000000 Penalty: 5938.710449
	Iteration 112Q: 3 clusters Score -2.040016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 157334 members 
Entering Unmasked Estep 
Score: -20400156.000000 Penalty: 5938.710449
	Iteration 113Q: 3 clusters Score -2.040016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 157340 members 
Entering Unmasked Estep 
Score: -20400152.000000 Penalty: 5938.710449
	Iteration 114Q: 3 clusters Score -2.040015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 157351 members 
Entering Unmasked Estep 
Score: -20400140.000000 Penalty: 5938.710449
	Iteration 115Q: 3 clusters Score -2.040014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 157356 members 
Entering Unmasked Estep 
Score: -20400144.000000 Penalty: 5938.710449
	Iteration 116Q: 3 clusters Score -2.040014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 157358 members 
Entering Unmasked Estep 
Score: -20400134.000000 Penalty: 5938.710449
	Iteration 117Q: 3 clusters Score -2.040013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 157364 members 
Entering Unmasked Estep 
Score: -20400142.000000 Penalty: 5938.710449
	Iteration 118Q: 3 clusters Score -2.040014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 157368 members 
Entering Unmasked Estep 
Score: -20400142.000000 Penalty: 5938.710449
	Iteration 119Q: 3 clusters Score -2.040014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 157372 members 
Entering Unmasked Estep 
Score: -20400158.000000 Penalty: 5938.710449
	Iteration 120F: 3 clusters Score -2.040016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 157375 members 
Entering Unmasked Estep 
Score: -20400152.000000 Penalty: 5938.710449
	Iteration 121Q: 3 clusters Score -2.040015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 157377 members 
Entering Unmasked Estep 
Score: -20400144.000000 Penalty: 5938.710449
	Iteration 122Q: 3 clusters Score -2.040014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 157379 members 
Entering Unmasked Estep 
Score: -20400148.000000 Penalty: 5938.710449
	Iteration 123Q: 3 clusters Score -2.040015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 157379 members 
Entering Unmasked Estep 
Score: -20400148.000000 Penalty: 5938.710449
	Iteration 124F: 3 clusters Score -2.040015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Entering Unmasked Estep 
Score: -6588093.500000 Penalty: 2691.352051
	Iteration 0F: 2 clusters Score -6588094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -6553325.500000 Penalty: 5382.704102
	Iteration 0F: 3 clusters Score -6553326 nChanged 23790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -6566604.000000 Penalty: 5382.704102
	Iteration 1F: 3 clusters Score -6566604 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -6567315.500000 Penalty: 5382.704102
	Iteration 2Q: 3 clusters Score -6567316 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -6568241.500000 Penalty: 5382.704102
	Iteration 3Q: 3 clusters Score -6568242 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -6569543.000000 Penalty: 5382.704102
	Iteration 4F: 3 clusters Score -6569543 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -6571645.500000 Penalty: 5382.704102
	Iteration 5F: 3 clusters Score -6571646 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -6574868.000000 Penalty: 5382.704102
	Iteration 6F: 3 clusters Score -6574868 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -6579041.000000 Penalty: 5382.704102
	Iteration 7F: 3 clusters Score -6579041 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -6582575.500000 Penalty: 5382.704102
	Iteration 8F: 3 clusters Score -6582576 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6584514.000000 Penalty: 5382.704102
	Iteration 9Q: 3 clusters Score -6584514 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6585234.000000 Penalty: 5382.704102
	Iteration 10Q: 3 clusters Score -6585234 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6585508.000000 Penalty: 5382.704102
	Iteration 11Q: 3 clusters Score -6585508 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6585607.000000 Penalty: 5382.704102
	Iteration 12Q: 3 clusters Score -6585607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6585664.000000 Penalty: 5382.704102
	Iteration 13Q: 3 clusters Score -6585664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6585687.500000 Penalty: 5382.704102
	Iteration 14Q: 3 clusters Score -6585688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6585706.000000 Penalty: 5382.704102
	Iteration 15Q: 3 clusters Score -6585706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6585716.500000 Penalty: 5382.704102
	Iteration 16Q: 3 clusters Score -6585716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6585729.500000 Penalty: 5382.704102
	Iteration 17Q: 3 clusters Score -6585730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6585739.000000 Penalty: 5382.704102
	Iteration 18Q: 3 clusters Score -6585739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6585742.500000 Penalty: 5382.704102
	Iteration 19Q: 3 clusters Score -6585742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6585745.500000 Penalty: 5382.704102
	Iteration 20F: 3 clusters Score -6585746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6585746.500000 Penalty: 5382.704102
	Iteration 21Q: 3 clusters Score -6585746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6585746.500000 Penalty: 5382.704102
	Iteration 22F: 3 clusters Score -6585746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (132588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132588 members 
Entering Unmasked Estep 
Score: -16911252.000000 Penalty: 2925.160400
	Iteration 0F: 2 clusters Score -1.691125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -16823136.000000 Penalty: 5850.320801
	Iteration 0F: 3 clusters Score -1.682314e+07 nChanged 63045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65043 members 
Mstep: Class 2 contains 67545 members 
Entering Unmasked Estep 
Score: -16859056.000000 Penalty: 5850.320801
	Iteration 1F: 3 clusters Score -1.685906e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -16859776.000000 Penalty: 5850.320801
	Iteration 2Q: 3 clusters Score -1.685978e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -16860514.000000 Penalty: 5850.320801
	Iteration 3Q: 3 clusters Score -1.686051e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -16861630.000000 Penalty: 5850.320801
	Iteration 4Q: 3 clusters Score -1.686163e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58900 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -16863126.000000 Penalty: 5850.320801
	Iteration 5Q: 3 clusters Score -1.686313e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -16865526.000000 Penalty: 5850.320801
	Iteration 6Q: 3 clusters Score -1.686553e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 83173 members 
Entering Unmasked Estep 
Score: -16869526.000000 Penalty: 5850.320801
	Iteration 7F: 3 clusters Score -1.686953e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 90860 members 
Entering Unmasked Estep 
Score: -16875932.000000 Penalty: 5850.320801
	Iteration 8F: 3 clusters Score -1.687593e+07 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 100153 members 
Entering Unmasked Estep 
Score: -16884832.000000 Penalty: 5850.320801
	Iteration 9F: 3 clusters Score -1.688483e+07 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 108962 members 
Entering Unmasked Estep 
Score: -16893546.000000 Penalty: 5850.320801
	Iteration 10F: 3 clusters Score -1.689355e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 115281 members 
Entering Unmasked Estep 
Score: -16900008.000000 Penalty: 5850.320801
	Iteration 11F: 3 clusters Score -1.690001e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 118949 members 
Entering Unmasked Estep 
Score: -16904160.000000 Penalty: 5850.320801
	Iteration 12Q: 3 clusters Score -1.690416e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 120977 members 
Entering Unmasked Estep 
Score: -16906282.000000 Penalty: 5850.320801
	Iteration 13Q: 3 clusters Score -1.690628e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 122304 members 
Entering Unmasked Estep 
Score: -16907344.000000 Penalty: 5850.320801
	Iteration 14Q: 3 clusters Score -1.690734e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 123302 members 
Entering Unmasked Estep 
Score: -16908020.000000 Penalty: 5850.320801
	Iteration 15Q: 3 clusters Score -1.690802e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 124103 members 
Entering Unmasked Estep 
Score: -16908450.000000 Penalty: 5850.320801
	Iteration 16Q: 3 clusters Score -1.690845e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 124780 members 
Entering Unmasked Estep 
Score: -16908740.000000 Penalty: 5850.320801
	Iteration 17Q: 3 clusters Score -1.690874e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 125314 members 
Entering Unmasked Estep 
Score: -16908966.000000 Penalty: 5850.320801
	Iteration 18Q: 3 clusters Score -1.690897e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 125778 members 
Entering Unmasked Estep 
Score: -16909120.000000 Penalty: 5850.320801
	Iteration 19Q: 3 clusters Score -1.690912e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 126170 members 
Entering Unmasked Estep 
Score: -16909206.000000 Penalty: 5850.320801
	Iteration 20F: 3 clusters Score -1.690921e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 126539 members 
Entering Unmasked Estep 
Score: -16909312.000000 Penalty: 5850.320801
	Iteration 21Q: 3 clusters Score -1.690931e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 126839 members 
Entering Unmasked Estep 
Score: -16909384.000000 Penalty: 5850.320801
	Iteration 22Q: 3 clusters Score -1.690938e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 127088 members 
Entering Unmasked Estep 
Score: -16909406.000000 Penalty: 5850.320801
	Iteration 23Q: 3 clusters Score -1.690941e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 127329 members 
Entering Unmasked Estep 
Score: -16909456.000000 Penalty: 5850.320801
	Iteration 24Q: 3 clusters Score -1.690946e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 127539 members 
Entering Unmasked Estep 
Score: -16909528.000000 Penalty: 5850.320801
	Iteration 25Q: 3 clusters Score -1.690953e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 127731 members 
Entering Unmasked Estep 
Score: -16909530.000000 Penalty: 5850.320801
	Iteration 26Q: 3 clusters Score -1.690953e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 127904 members 
Entering Unmasked Estep 
Score: -16909526.000000 Penalty: 5850.320801
	Iteration 27Q: 3 clusters Score -1.690953e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 128063 members 
Entering Unmasked Estep 
Score: -16909518.000000 Penalty: 5850.320801
	Iteration 28Q: 3 clusters Score -1.690952e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 128194 members 
Entering Unmasked Estep 
Score: -16909546.000000 Penalty: 5850.320801
	Iteration 29Q: 3 clusters Score -1.690955e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 128330 members 
Entering Unmasked Estep 
Score: -16909590.000000 Penalty: 5850.320801
	Iteration 30Q: 3 clusters Score -1.690959e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 128470 members 
Entering Unmasked Estep 
Score: -16909606.000000 Penalty: 5850.320801
	Iteration 31Q: 3 clusters Score -1.690961e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 128603 members 
Entering Unmasked Estep 
Score: -16909630.000000 Penalty: 5850.320801
	Iteration 32Q: 3 clusters Score -1.690963e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 128702 members 
Entering Unmasked Estep 
Score: -16909626.000000 Penalty: 5850.320801
	Iteration 33Q: 3 clusters Score -1.690963e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 128786 members 
Entering Unmasked Estep 
Score: -16909618.000000 Penalty: 5850.320801
	Iteration 34Q: 3 clusters Score -1.690962e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 128857 members 
Entering Unmasked Estep 
Score: -16909616.000000 Penalty: 5850.320801
	Iteration 35Q: 3 clusters Score -1.690962e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 128909 members 
Entering Unmasked Estep 
Score: -16909632.000000 Penalty: 5850.320801
	Iteration 36Q: 3 clusters Score -1.690963e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 128951 members 
Entering Unmasked Estep 
Score: -16909632.000000 Penalty: 5850.320801
	Iteration 37Q: 3 clusters Score -1.690963e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 128992 members 
Entering Unmasked Estep 
Score: -16909652.000000 Penalty: 5850.320801
	Iteration 38Q: 3 clusters Score -1.690965e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 129030 members 
Entering Unmasked Estep 
Score: -16909662.000000 Penalty: 5850.320801
	Iteration 39Q: 3 clusters Score -1.690966e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 129079 members 
Entering Unmasked Estep 
Score: -16909670.000000 Penalty: 5850.320801
	Iteration 40F: 3 clusters Score -1.690967e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 129124 members 
Entering Unmasked Estep 
Score: -16909662.000000 Penalty: 5850.320801
	Iteration 41Q: 3 clusters Score -1.690966e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 129157 members 
Entering Unmasked Estep 
Score: -16909662.000000 Penalty: 5850.320801
	Iteration 42Q: 3 clusters Score -1.690966e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 129181 members 
Entering Unmasked Estep 
Score: -16909656.000000 Penalty: 5850.320801
	Iteration 43Q: 3 clusters Score -1.690966e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 129201 members 
Entering Unmasked Estep 
Score: -16909648.000000 Penalty: 5850.320801
	Iteration 44Q: 3 clusters Score -1.690965e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 129224 members 
Entering Unmasked Estep 
Score: -16909650.000000 Penalty: 5850.320801
	Iteration 45Q: 3 clusters Score -1.690965e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 129250 members 
Entering Unmasked Estep 
Score: -16909652.000000 Penalty: 5850.320801
	Iteration 46Q: 3 clusters Score -1.690965e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 129281 members 
Entering Unmasked Estep 
Score: -16909678.000000 Penalty: 5850.320801
	Iteration 47Q: 3 clusters Score -1.690968e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 129314 members 
Entering Unmasked Estep 
Score: -16909672.000000 Penalty: 5850.320801
	Iteration 48Q: 3 clusters Score -1.690967e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 129338 members 
Entering Unmasked Estep 
Score: -16909670.000000 Penalty: 5850.320801
	Iteration 49Q: 3 clusters Score -1.690967e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 129362 members 
Entering Unmasked Estep 
Score: -16909674.000000 Penalty: 5850.320801
	Iteration 50Q: 3 clusters Score -1.690967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 129378 members 
Entering Unmasked Estep 
Score: -16909688.000000 Penalty: 5850.320801
	Iteration 51Q: 3 clusters Score -1.690969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 129387 members 
Entering Unmasked Estep 
Score: -16909696.000000 Penalty: 5850.320801
	Iteration 52Q: 3 clusters Score -1.69097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 129393 members 
Entering Unmasked Estep 
Score: -16909692.000000 Penalty: 5850.320801
	Iteration 53Q: 3 clusters Score -1.690969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 129399 members 
Entering Unmasked Estep 
Score: -16909688.000000 Penalty: 5850.320801
	Iteration 54Q: 3 clusters Score -1.690969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 129404 members 
Entering Unmasked Estep 
Score: -16909690.000000 Penalty: 5850.320801
	Iteration 55Q: 3 clusters Score -1.690969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 129410 members 
Entering Unmasked Estep 
Score: -16909680.000000 Penalty: 5850.320801
	Iteration 56Q: 3 clusters Score -1.690968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 129419 members 
Entering Unmasked Estep 
Score: -16909688.000000 Penalty: 5850.320801
	Iteration 57Q: 3 clusters Score -1.690969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 129427 members 
Entering Unmasked Estep 
Score: -16909664.000000 Penalty: 5850.320801
	Iteration 58Q: 3 clusters Score -1.690966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 129439 members 
Entering Unmasked Estep 
Score: -16909680.000000 Penalty: 5850.320801
	Iteration 59Q: 3 clusters Score -1.690968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 129448 members 
Entering Unmasked Estep 
Score: -16909672.000000 Penalty: 5850.320801
	Iteration 60F: 3 clusters Score -1.690967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 129459 members 
Entering Unmasked Estep 
Score: -16909680.000000 Penalty: 5850.320801
	Iteration 61Q: 3 clusters Score -1.690968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 129468 members 
Entering Unmasked Estep 
Score: -16909694.000000 Penalty: 5850.320801
	Iteration 62Q: 3 clusters Score -1.690969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 129474 members 
Entering Unmasked Estep 
Score: -16909688.000000 Penalty: 5850.320801
	Iteration 63Q: 3 clusters Score -1.690969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 129480 members 
Entering Unmasked Estep 
Score: -16909700.000000 Penalty: 5850.320801
	Iteration 64Q: 3 clusters Score -1.69097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 129491 members 
Entering Unmasked Estep 
Score: -16909718.000000 Penalty: 5850.320801
	Iteration 65Q: 3 clusters Score -1.690972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 129499 members 
Entering Unmasked Estep 
Score: -16909710.000000 Penalty: 5850.320801
	Iteration 66Q: 3 clusters Score -1.690971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 129503 members 
Entering Unmasked Estep 
Score: -16909708.000000 Penalty: 5850.320801
	Iteration 67Q: 3 clusters Score -1.690971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 129510 members 
Entering Unmasked Estep 
Score: -16909700.000000 Penalty: 5850.320801
	Iteration 68Q: 3 clusters Score -1.69097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 129525 members 
Entering Unmasked Estep 
Score: -16909712.000000 Penalty: 5850.320801
	Iteration 69Q: 3 clusters Score -1.690971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 129534 members 
Entering Unmasked Estep 
Score: -16909712.000000 Penalty: 5850.320801
	Iteration 70Q: 3 clusters Score -1.690971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 129552 members 
Entering Unmasked Estep 
Score: -16909716.000000 Penalty: 5850.320801
	Iteration 71Q: 3 clusters Score -1.690972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 129570 members 
Entering Unmasked Estep 
Score: -16909724.000000 Penalty: 5850.320801
	Iteration 72Q: 3 clusters Score -1.690972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 129585 members 
Entering Unmasked Estep 
Score: -16909708.000000 Penalty: 5850.320801
	Iteration 73Q: 3 clusters Score -1.690971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 129600 members 
Entering Unmasked Estep 
Score: -16909698.000000 Penalty: 5850.320801
	Iteration 74Q: 3 clusters Score -1.69097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 129615 members 
Entering Unmasked Estep 
Score: -16909714.000000 Penalty: 5850.320801
	Iteration 75Q: 3 clusters Score -1.690971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 129630 members 
Entering Unmasked Estep 
Score: -16909706.000000 Penalty: 5850.320801
	Iteration 76Q: 3 clusters Score -1.690971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 129642 members 
Entering Unmasked Estep 
Score: -16909714.000000 Penalty: 5850.320801
	Iteration 77Q: 3 clusters Score -1.690971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 129652 members 
Entering Unmasked Estep 
Score: -16909718.000000 Penalty: 5850.320801
	Iteration 78Q: 3 clusters Score -1.690972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 129663 members 
Entering Unmasked Estep 
Score: -16909726.000000 Penalty: 5850.320801
	Iteration 79Q: 3 clusters Score -1.690973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 129672 members 
Entering Unmasked Estep 
Score: -16909738.000000 Penalty: 5850.320801
	Iteration 80F: 3 clusters Score -1.690974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 129675 members 
Entering Unmasked Estep 
Score: -16909742.000000 Penalty: 5850.320801
	Iteration 81Q: 3 clusters Score -1.690974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 129681 members 
Entering Unmasked Estep 
Score: -16909744.000000 Penalty: 5850.320801
	Iteration 82Q: 3 clusters Score -1.690974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 129684 members 
Entering Unmasked Estep 
Score: -16909730.000000 Penalty: 5850.320801
	Iteration 83Q: 3 clusters Score -1.690973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 129687 members 
Entering Unmasked Estep 
Score: -16909716.000000 Penalty: 5850.320801
	Iteration 84Q: 3 clusters Score -1.690972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 129692 members 
Entering Unmasked Estep 
Score: -16909712.000000 Penalty: 5850.320801
	Iteration 85Q: 3 clusters Score -1.690971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 129697 members 
Entering Unmasked Estep 
Score: -16909706.000000 Penalty: 5850.320801
	Iteration 86Q: 3 clusters Score -1.690971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 129701 members 
Entering Unmasked Estep 
Score: -16909708.000000 Penalty: 5850.320801
	Iteration 87Q: 3 clusters Score -1.690971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 129702 members 
Entering Unmasked Estep 
Score: -16909712.000000 Penalty: 5850.320801
	Iteration 88Q: 3 clusters Score -1.690971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 129704 members 
Entering Unmasked Estep 
Score: -16909712.000000 Penalty: 5850.320801
	Iteration 89Q: 3 clusters Score -1.690971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 129706 members 
Entering Unmasked Estep 
Score: -16909712.000000 Penalty: 5850.320801
	Iteration 90Q: 3 clusters Score -1.690971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 129707 members 
Entering Unmasked Estep 
Score: -16909708.000000 Penalty: 5850.320801
	Iteration 91Q: 3 clusters Score -1.690971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 129707 members 
Entering Unmasked Estep 
Score: -16909708.000000 Penalty: 5850.320801
	Iteration 92F: 3 clusters Score -1.690971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Entering Unmasked Estep 
Score: -10414814.000000 Penalty: 2804.463867
	Iteration 0F: 2 clusters Score -1.041481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -10360215.000000 Penalty: 5608.927734
	Iteration 0F: 3 clusters Score -1.036022e+07 nChanged 38196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -10382095.000000 Penalty: 5608.927734
	Iteration 1F: 3 clusters Score -1.03821e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -10383232.000000 Penalty: 5608.927734
	Iteration 2Q: 3 clusters Score -1.038323e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -10384837.000000 Penalty: 5608.927734
	Iteration 3Q: 3 clusters Score -1.038484e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -10387347.000000 Penalty: 5608.927734
	Iteration 4F: 3 clusters Score -1.038735e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -10390979.000000 Penalty: 5608.927734
	Iteration 5F: 3 clusters Score -1.039098e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -10395926.000000 Penalty: 5608.927734
	Iteration 6F: 3 clusters Score -1.039593e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -10401438.000000 Penalty: 5608.927734
	Iteration 7F: 3 clusters Score -1.040144e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65769 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -10405944.000000 Penalty: 5608.927734
	Iteration 8F: 3 clusters Score -1.040594e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -10408129.000000 Penalty: 5608.927734
	Iteration 9Q: 3 clusters Score -1.040813e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -10409096.000000 Penalty: 5608.927734
	Iteration 10Q: 3 clusters Score -1.04091e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69948 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -10409568.000000 Penalty: 5608.927734
	Iteration 11Q: 3 clusters Score -1.040957e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70849 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -10409857.000000 Penalty: 5608.927734
	Iteration 12Q: 3 clusters Score -1.040986e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71698 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -10410167.000000 Penalty: 5608.927734
	Iteration 13Q: 3 clusters Score -1.041017e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -10410398.000000 Penalty: 5608.927734
	Iteration 14Q: 3 clusters Score -1.04104e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73214 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -10410677.000000 Penalty: 5608.927734
	Iteration 15Q: 3 clusters Score -1.041068e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73865 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -10410887.000000 Penalty: 5608.927734
	Iteration 16Q: 3 clusters Score -1.041089e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74440 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -10411088.000000 Penalty: 5608.927734
	Iteration 17Q: 3 clusters Score -1.041109e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -10411260.000000 Penalty: 5608.927734
	Iteration 18Q: 3 clusters Score -1.041126e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75491 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -10411366.000000 Penalty: 5608.927734
	Iteration 19Q: 3 clusters Score -1.041137e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -10411482.000000 Penalty: 5608.927734
	Iteration 20F: 3 clusters Score -1.041148e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -10411656.000000 Penalty: 5608.927734
	Iteration 21Q: 3 clusters Score -1.041166e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76742 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -10411795.000000 Penalty: 5608.927734
	Iteration 22Q: 3 clusters Score -1.04118e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -10411865.000000 Penalty: 5608.927734
	Iteration 23Q: 3 clusters Score -1.041186e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77343 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -10411949.000000 Penalty: 5608.927734
	Iteration 24Q: 3 clusters Score -1.041195e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77571 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -10412008.000000 Penalty: 5608.927734
	Iteration 25Q: 3 clusters Score -1.041201e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77764 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -10412089.000000 Penalty: 5608.927734
	Iteration 26Q: 3 clusters Score -1.041209e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77918 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -10412099.000000 Penalty: 5608.927734
	Iteration 27Q: 3 clusters Score -1.04121e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -10412190.000000 Penalty: 5608.927734
	Iteration 28Q: 3 clusters Score -1.041219e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -10412239.000000 Penalty: 5608.927734
	Iteration 29Q: 3 clusters Score -1.041224e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78331 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -10412252.000000 Penalty: 5608.927734
	Iteration 30Q: 3 clusters Score -1.041225e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78442 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -10412257.000000 Penalty: 5608.927734
	Iteration 31Q: 3 clusters Score -1.041226e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -10412276.000000 Penalty: 5608.927734
	Iteration 32Q: 3 clusters Score -1.041228e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -10412303.000000 Penalty: 5608.927734
	Iteration 33Q: 3 clusters Score -1.04123e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78691 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -10412311.000000 Penalty: 5608.927734
	Iteration 34Q: 3 clusters Score -1.041231e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78773 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -10412328.000000 Penalty: 5608.927734
	Iteration 35Q: 3 clusters Score -1.041233e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -10412354.000000 Penalty: 5608.927734
	Iteration 36Q: 3 clusters Score -1.041235e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78896 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -10412356.000000 Penalty: 5608.927734
	Iteration 37Q: 3 clusters Score -1.041236e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -10412356.000000 Penalty: 5608.927734
	Iteration 38Q: 3 clusters Score -1.041236e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -10412366.000000 Penalty: 5608.927734
	Iteration 39Q: 3 clusters Score -1.041237e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79003 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -10412355.000000 Penalty: 5608.927734
	Iteration 40F: 3 clusters Score -1.041236e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -10412347.000000 Penalty: 5608.927734
	Iteration 41Q: 3 clusters Score -1.041235e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79061 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -10412352.000000 Penalty: 5608.927734
	Iteration 42Q: 3 clusters Score -1.041235e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79091 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -10412352.000000 Penalty: 5608.927734
	Iteration 43Q: 3 clusters Score -1.041235e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -10412343.000000 Penalty: 5608.927734
	Iteration 44Q: 3 clusters Score -1.041234e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -10412365.000000 Penalty: 5608.927734
	Iteration 45Q: 3 clusters Score -1.041236e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -10412375.000000 Penalty: 5608.927734
	Iteration 46Q: 3 clusters Score -1.041238e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79242 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -10412372.000000 Penalty: 5608.927734
	Iteration 47Q: 3 clusters Score -1.041237e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79272 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -10412380.000000 Penalty: 5608.927734
	Iteration 48Q: 3 clusters Score -1.041238e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79303 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -10412394.000000 Penalty: 5608.927734
	Iteration 49Q: 3 clusters Score -1.041239e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79330 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -10412400.000000 Penalty: 5608.927734
	Iteration 50Q: 3 clusters Score -1.04124e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -10412382.000000 Penalty: 5608.927734
	Iteration 51Q: 3 clusters Score -1.041238e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79374 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -10412400.000000 Penalty: 5608.927734
	Iteration 52Q: 3 clusters Score -1.04124e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79395 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -10412411.000000 Penalty: 5608.927734
	Iteration 53Q: 3 clusters Score -1.041241e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79412 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -10412409.000000 Penalty: 5608.927734
	Iteration 54Q: 3 clusters Score -1.041241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -10412424.000000 Penalty: 5608.927734
	Iteration 55Q: 3 clusters Score -1.041242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -10412435.000000 Penalty: 5608.927734
	Iteration 56Q: 3 clusters Score -1.041244e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79467 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -10412426.000000 Penalty: 5608.927734
	Iteration 57Q: 3 clusters Score -1.041243e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79484 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -10412412.000000 Penalty: 5608.927734
	Iteration 58Q: 3 clusters Score -1.041241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79498 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -10412410.000000 Penalty: 5608.927734
	Iteration 59Q: 3 clusters Score -1.041241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -10412407.000000 Penalty: 5608.927734
	Iteration 60F: 3 clusters Score -1.041241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -10412412.000000 Penalty: 5608.927734
	Iteration 61Q: 3 clusters Score -1.041241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79537 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -10412413.000000 Penalty: 5608.927734
	Iteration 62Q: 3 clusters Score -1.041241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79548 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -10412418.000000 Penalty: 5608.927734
	Iteration 63Q: 3 clusters Score -1.041242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -10412433.000000 Penalty: 5608.927734
	Iteration 64Q: 3 clusters Score -1.041243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -10412429.000000 Penalty: 5608.927734
	Iteration 65Q: 3 clusters Score -1.041243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79571 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -10412429.000000 Penalty: 5608.927734
	Iteration 66Q: 3 clusters Score -1.041243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -10412424.000000 Penalty: 5608.927734
	Iteration 67Q: 3 clusters Score -1.041242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -10412433.000000 Penalty: 5608.927734
	Iteration 68Q: 3 clusters Score -1.041243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79607 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -10412423.000000 Penalty: 5608.927734
	Iteration 69Q: 3 clusters Score -1.041242e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79625 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -10412419.000000 Penalty: 5608.927734
	Iteration 70Q: 3 clusters Score -1.041242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -10412432.000000 Penalty: 5608.927734
	Iteration 71Q: 3 clusters Score -1.041243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -10412435.000000 Penalty: 5608.927734
	Iteration 72Q: 3 clusters Score -1.041244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79648 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -10412428.000000 Penalty: 5608.927734
	Iteration 73Q: 3 clusters Score -1.041243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79655 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -10412421.000000 Penalty: 5608.927734
	Iteration 74Q: 3 clusters Score -1.041242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79666 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -10412426.000000 Penalty: 5608.927734
	Iteration 75Q: 3 clusters Score -1.041243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79672 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -10412432.000000 Penalty: 5608.927734
	Iteration 76Q: 3 clusters Score -1.041243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79677 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -10412430.000000 Penalty: 5608.927734
	Iteration 77Q: 3 clusters Score -1.041243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79678 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -10412428.000000 Penalty: 5608.927734
	Iteration 78Q: 3 clusters Score -1.041243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -10412428.000000 Penalty: 5608.927734
	Iteration 79Q: 3 clusters Score -1.041243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -10412428.000000 Penalty: 5608.927734
	Iteration 80F: 3 clusters Score -1.041243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 47121 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 159088 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 9 contains 184748 members 
Mstep: Class 10 contains 160020 members 
Mstep: Class 11 contains 11648 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 163382 members 
Mstep: Class 15 contains 78351 members 
Mstep: Class 16 contains 7945 members 
Mstep: Class 17 contains 158452 members 
Mstep: Class 19 contains 51649 members 
Mstep: Class 20 contains 132588 members 
Mstep: Class 22 contains 81497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316112.000000 Penalty: 73281.218750
Iteration 119Q: 22 clusters Score -1.613161e+08 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 47095 members 
Mstep: Class 4 contains 625 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 158900 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 629 members 
Mstep: Class 9 contains 183964 members 
Mstep: Class 10 contains 159793 members 
Mstep: Class 11 contains 11643 members 
Mstep: Class 12 contains 4158 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 163326 members 
Mstep: Class 15 contains 78317 members 
Mstep: Class 16 contains 7956 members 
Mstep: Class 17 contains 158352 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 51490 members 
Mstep: Class 20 contains 131560 members 
Mstep: Class 22 contains 83042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316720.000000 Penalty: 73281.218750
Iteration 120F: 22 clusters Score -1.613167e+08 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 47078 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1016 members 
Mstep: Class 6 contains 158704 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 183195 members 
Mstep: Class 10 contains 159558 members 
Mstep: Class 11 contains 11648 members 
Mstep: Class 12 contains 4162 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 163270 members 
Mstep: Class 15 contains 78276 members 
Mstep: Class 16 contains 7975 members 
Mstep: Class 17 contains 158254 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 51309 members 
Mstep: Class 20 contains 130495 members 
Mstep: Class 22 contains 84600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317248.000000 Penalty: 73281.218750
Iteration 121Q: 22 clusters Score -1.613172e+08 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 47061 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1015 members 
Mstep: Class 6 contains 158535 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 182354 members 
Mstep: Class 10 contains 159325 members 
Mstep: Class 11 contains 11657 members 
Mstep: Class 12 contains 4163 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 163211 members 
Mstep: Class 15 contains 78232 members 
Mstep: Class 16 contains 7992 members 
Mstep: Class 17 contains 158135 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 51136 members 
Mstep: Class 20 contains 129408 members 
Mstep: Class 22 contains 86204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317792.000000 Penalty: 73281.218750
Iteration 122Q: 22 clusters Score -1.613178e+08 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 47028 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1015 members 
Mstep: Class 6 contains 158299 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 181579 members 
Mstep: Class 10 contains 159089 members 
Mstep: Class 11 contains 11668 members 
Mstep: Class 12 contains 4162 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 163087 members 
Mstep: Class 15 contains 78145 members 
Mstep: Class 16 contains 8010 members 
Mstep: Class 17 contains 158047 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 50966 members 
Mstep: Class 20 contains 128246 members 
Mstep: Class 22 contains 87920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318272.000000 Penalty: 73281.218750
Iteration 123Q: 22 clusters Score -1.613183e+08 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46999 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 158033 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 180863 members 
Mstep: Class 10 contains 158830 members 
Mstep: Class 11 contains 11678 members 
Mstep: Class 12 contains 4161 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 162944 members 
Mstep: Class 15 contains 78061 members 
Mstep: Class 16 contains 8022 members 
Mstep: Class 17 contains 157941 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 50789 members 
Mstep: Class 20 contains 127073 members 
Mstep: Class 22 contains 89699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318912.000000 Penalty: 73281.218750
Iteration 124Q: 22 clusters Score -1.613189e+08 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46980 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1004 members 
Mstep: Class 6 contains 157710 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 180173 members 
Mstep: Class 10 contains 158562 members 
Mstep: Class 11 contains 11676 members 
Mstep: Class 12 contains 4161 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 162807 members 
Mstep: Class 15 contains 78002 members 
Mstep: Class 16 contains 8031 members 
Mstep: Class 17 contains 157865 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 50615 members 
Mstep: Class 20 contains 125862 members 
Mstep: Class 22 contains 91466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319488.000000 Penalty: 73281.218750
Iteration 125Q: 22 clusters Score -1.613195e+08 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46949 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1005 members 
Mstep: Class 6 contains 157496 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 179468 members 
Mstep: Class 10 contains 158220 members 
Mstep: Class 11 contains 11683 members 
Mstep: Class 12 contains 4162 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 162701 members 
Mstep: Class 15 contains 77961 members 
Mstep: Class 16 contains 8037 members 
Mstep: Class 17 contains 157779 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 50463 members 
Mstep: Class 20 contains 124583 members 
Mstep: Class 22 contains 93248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319760.000000 Penalty: 73281.218750
Iteration 126Q: 22 clusters Score -1.613198e+08 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 54690 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46904 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1001 members 
Mstep: Class 6 contains 157361 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 178762 members 
Mstep: Class 10 contains 157935 members 
Mstep: Class 11 contains 11701 members 
Mstep: Class 12 contains 4162 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 162496 members 
Mstep: Class 15 contains 77918 members 
Mstep: Class 16 contains 8050 members 
Mstep: Class 17 contains 157707 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 50335 members 
Mstep: Class 20 contains 123200 members 
Mstep: Class 22 contains 95086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319936.000000 Penalty: 73281.218750
Iteration 127Q: 22 clusters Score -1.613199e+08 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46863 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 995 members 
Mstep: Class 6 contains 157350 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 178013 members 
Mstep: Class 10 contains 157633 members 
Mstep: Class 11 contains 11706 members 
Mstep: Class 12 contains 4163 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 162331 members 
Mstep: Class 15 contains 77884 members 
Mstep: Class 16 contains 8067 members 
Mstep: Class 17 contains 157612 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 50207 members 
Mstep: Class 20 contains 121817 members 
Mstep: Class 22 contains 96936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320720.000000 Penalty: 73281.218750
Iteration 128Q: 22 clusters Score -1.613207e+08 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 56731 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46826 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 995 members 
Mstep: Class 6 contains 157461 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 177248 members 
Mstep: Class 10 contains 157242 members 
Mstep: Class 11 contains 11719 members 
Mstep: Class 12 contains 4165 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 162055 members 
Mstep: Class 15 contains 77841 members 
Mstep: Class 16 contains 8075 members 
Mstep: Class 17 contains 157532 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 50035 members 
Mstep: Class 20 contains 120531 members 
Mstep: Class 22 contains 98852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321104.000000 Penalty: 73281.218750
Iteration 129Q: 22 clusters Score -1.613211e+08 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46781 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 996 members 
Mstep: Class 6 contains 157526 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 176439 members 
Mstep: Class 10 contains 156800 members 
Mstep: Class 11 contains 11730 members 
Mstep: Class 12 contains 4164 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 161791 members 
Mstep: Class 15 contains 77781 members 
Mstep: Class 16 contains 8093 members 
Mstep: Class 17 contains 157458 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 49897 members 
Mstep: Class 20 contains 119282 members 
Mstep: Class 22 contains 100851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322368.000000 Penalty: 73281.218750
Iteration 130Q: 22 clusters Score -1.613224e+08 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46740 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 157622 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 175652 members 
Mstep: Class 10 contains 156330 members 
Mstep: Class 11 contains 11749 members 
Mstep: Class 12 contains 4167 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 161543 members 
Mstep: Class 15 contains 77734 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 157357 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 49763 members 
Mstep: Class 20 contains 118032 members 
Mstep: Class 22 contains 102876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322736.000000 Penalty: 73281.218750
Iteration 131Q: 22 clusters Score -1.613227e+08 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46703 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 994 members 
Mstep: Class 6 contains 157722 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 174920 members 
Mstep: Class 10 contains 155858 members 
Mstep: Class 11 contains 11766 members 
Mstep: Class 12 contains 4167 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 161277 members 
Mstep: Class 15 contains 77693 members 
Mstep: Class 16 contains 8114 members 
Mstep: Class 17 contains 157304 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 49589 members 
Mstep: Class 20 contains 116768 members 
Mstep: Class 22 contains 104894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323424.000000 Penalty: 73281.218750
Iteration 132Q: 22 clusters Score -1.613234e+08 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46674 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 157816 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 174190 members 
Mstep: Class 10 contains 155383 members 
Mstep: Class 11 contains 11767 members 
Mstep: Class 12 contains 4167 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 161084 members 
Mstep: Class 15 contains 77667 members 
Mstep: Class 16 contains 8121 members 
Mstep: Class 17 contains 157218 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 49400 members 
Mstep: Class 20 contains 115483 members 
Mstep: Class 22 contains 106962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324528.000000 Penalty: 73281.218750
Iteration 133Q: 22 clusters Score -1.613245e+08 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46652 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 995 members 
Mstep: Class 6 contains 157902 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 173413 members 
Mstep: Class 10 contains 154920 members 
Mstep: Class 11 contains 11774 members 
Mstep: Class 12 contains 4166 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 160859 members 
Mstep: Class 15 contains 77675 members 
Mstep: Class 16 contains 8128 members 
Mstep: Class 17 contains 157077 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 49188 members 
Mstep: Class 20 contains 114189 members 
Mstep: Class 22 contains 109144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325104.000000 Penalty: 73281.218750
Iteration 134Q: 22 clusters Score -1.613251e+08 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46633 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 997 members 
Mstep: Class 6 contains 157891 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 172681 members 
Mstep: Class 10 contains 154484 members 
Mstep: Class 11 contains 11772 members 
Mstep: Class 12 contains 4167 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 160687 members 
Mstep: Class 15 contains 77662 members 
Mstep: Class 16 contains 8136 members 
Mstep: Class 17 contains 156920 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 49001 members 
Mstep: Class 20 contains 112900 members 
Mstep: Class 22 contains 111389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325808.000000 Penalty: 73281.218750
Iteration 135Q: 22 clusters Score -1.613258e+08 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46593 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 157783 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 171936 members 
Mstep: Class 10 contains 154074 members 
Mstep: Class 11 contains 11778 members 
Mstep: Class 12 contains 4167 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 160524 members 
Mstep: Class 15 contains 77653 members 
Mstep: Class 16 contains 8140 members 
Mstep: Class 17 contains 156790 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 48832 members 
Mstep: Class 20 contains 111628 members 
Mstep: Class 22 contains 113690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326736.000000 Penalty: 73281.218750
Iteration 136Q: 22 clusters Score -1.613267e+08 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46572 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 157589 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 171250 members 
Mstep: Class 10 contains 153756 members 
Mstep: Class 11 contains 11787 members 
Mstep: Class 12 contains 4166 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 160323 members 
Mstep: Class 15 contains 77629 members 
Mstep: Class 16 contains 8145 members 
Mstep: Class 17 contains 156648 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 48643 members 
Mstep: Class 20 contains 110333 members 
Mstep: Class 22 contains 116030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326976.000000 Penalty: 73281.218750
Iteration 137Q: 22 clusters Score -1.61327e+08 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46544 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 985 members 
Mstep: Class 6 contains 157448 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 170605 members 
Mstep: Class 10 contains 153367 members 
Mstep: Class 11 contains 11794 members 
Mstep: Class 12 contains 4168 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 160049 members 
Mstep: Class 15 contains 77614 members 
Mstep: Class 16 contains 8147 members 
Mstep: Class 17 contains 156479 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 48497 members 
Mstep: Class 20 contains 109100 members 
Mstep: Class 22 contains 118399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327280.000000 Penalty: 73281.218750
Iteration 138Q: 22 clusters Score -1.613273e+08 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46521 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 982 members 
Mstep: Class 6 contains 157329 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 169994 members 
Mstep: Class 10 contains 152893 members 
Mstep: Class 11 contains 11792 members 
Mstep: Class 12 contains 4167 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 159761 members 
Mstep: Class 15 contains 77599 members 
Mstep: Class 16 contains 8149 members 
Mstep: Class 17 contains 156356 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 48341 members 
Mstep: Class 20 contains 107930 members 
Mstep: Class 22 contains 120762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327808.000000 Penalty: 73281.218750
Iteration 139Q: 22 clusters Score -1.613278e+08 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65302 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46493 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 977 members 
Mstep: Class 6 contains 157162 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 169418 members 
Mstep: Class 10 contains 152444 members 
Mstep: Class 11 contains 11800 members 
Mstep: Class 12 contains 4168 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 159448 members 
Mstep: Class 15 contains 77573 members 
Mstep: Class 16 contains 8151 members 
Mstep: Class 17 contains 156214 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 48171 members 
Mstep: Class 20 contains 106800 members 
Mstep: Class 22 contains 123191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328112.000000 Penalty: 73281.218750
Iteration 140F: 22 clusters Score -1.613281e+08 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46474 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 157015 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 168927 members 
Mstep: Class 10 contains 151963 members 
Mstep: Class 11 contains 11813 members 
Mstep: Class 12 contains 4167 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 159189 members 
Mstep: Class 15 contains 77552 members 
Mstep: Class 16 contains 8153 members 
Mstep: Class 17 contains 156084 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 47998 members 
Mstep: Class 20 contains 105642 members 
Mstep: Class 22 contains 125535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328624.000000 Penalty: 73281.218750
Iteration 141Q: 22 clusters Score -1.613286e+08 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46444 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 156936 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 168433 members 
Mstep: Class 10 contains 151373 members 
Mstep: Class 11 contains 11817 members 
Mstep: Class 12 contains 4168 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 158920 members 
Mstep: Class 15 contains 77531 members 
Mstep: Class 16 contains 8151 members 
Mstep: Class 17 contains 155993 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 47809 members 
Mstep: Class 20 contains 104429 members 
Mstep: Class 22 contains 128009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328736.000000 Penalty: 73281.218750
Iteration 142Q: 22 clusters Score -1.613287e+08 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46416 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 977 members 
Mstep: Class 6 contains 156772 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 167995 members 
Mstep: Class 10 contains 150861 members 
Mstep: Class 11 contains 11819 members 
Mstep: Class 12 contains 4168 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 158719 members 
Mstep: Class 15 contains 77496 members 
Mstep: Class 16 contains 8153 members 
Mstep: Class 17 contains 155893 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 47585 members 
Mstep: Class 20 contains 103177 members 
Mstep: Class 22 contains 130486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329312.000000 Penalty: 73281.218750
Iteration 143Q: 22 clusters Score -1.613293e+08 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46395 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 982 members 
Mstep: Class 6 contains 156547 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 167633 members 
Mstep: Class 10 contains 150324 members 
Mstep: Class 11 contains 11812 members 
Mstep: Class 12 contains 4167 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 158509 members 
Mstep: Class 15 contains 77478 members 
Mstep: Class 16 contains 8154 members 
Mstep: Class 17 contains 155766 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 47357 members 
Mstep: Class 20 contains 102004 members 
Mstep: Class 22 contains 133007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329808.000000 Penalty: 73281.218750
Iteration 144Q: 22 clusters Score -1.613298e+08 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 67552 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46374 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 986 members 
Mstep: Class 6 contains 156242 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 167284 members 
Mstep: Class 10 contains 149800 members 
Mstep: Class 11 contains 11803 members 
Mstep: Class 12 contains 4168 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 158230 members 
Mstep: Class 15 contains 77486 members 
Mstep: Class 16 contains 8156 members 
Mstep: Class 17 contains 155687 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 47134 members 
Mstep: Class 20 contains 100895 members 
Mstep: Class 22 contains 135515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329888.000000 Penalty: 73281.218750
Iteration 145Q: 22 clusters Score -1.613299e+08 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46359 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 991 members 
Mstep: Class 6 contains 155988 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 166911 members 
Mstep: Class 10 contains 149253 members 
Mstep: Class 11 contains 11796 members 
Mstep: Class 12 contains 4167 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 157920 members 
Mstep: Class 15 contains 77480 members 
Mstep: Class 16 contains 8154 members 
Mstep: Class 17 contains 155575 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 46902 members 
Mstep: Class 20 contains 99761 members 
Mstep: Class 22 contains 138134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330112.000000 Penalty: 73281.218750
Iteration 146Q: 22 clusters Score -1.613301e+08 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 68240 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46340 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 996 members 
Mstep: Class 6 contains 155863 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 166524 members 
Mstep: Class 10 contains 148717 members 
Mstep: Class 11 contains 11774 members 
Mstep: Class 12 contains 4167 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 157581 members 
Mstep: Class 15 contains 77435 members 
Mstep: Class 16 contains 8154 members 
Mstep: Class 17 contains 155420 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 46680 members 
Mstep: Class 20 contains 98629 members 
Mstep: Class 22 contains 140790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330560.000000 Penalty: 73281.218750
Iteration 147Q: 22 clusters Score -1.613306e+08 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46327 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 999 members 
Mstep: Class 6 contains 155690 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 166132 members 
Mstep: Class 10 contains 148165 members 
Mstep: Class 11 contains 11758 members 
Mstep: Class 12 contains 4169 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 157222 members 
Mstep: Class 15 contains 77403 members 
Mstep: Class 16 contains 8156 members 
Mstep: Class 17 contains 155262 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 46464 members 
Mstep: Class 20 contains 97578 members 
Mstep: Class 22 contains 143457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331152.000000 Penalty: 73281.218750
Iteration 148Q: 22 clusters Score -1.613312e+08 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46317 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1004 members 
Mstep: Class 6 contains 155639 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 165742 members 
Mstep: Class 10 contains 147555 members 
Mstep: Class 11 contains 11745 members 
Mstep: Class 12 contains 4170 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 156900 members 
Mstep: Class 15 contains 77378 members 
Mstep: Class 16 contains 8157 members 
Mstep: Class 17 contains 155054 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 46270 members 
Mstep: Class 20 contains 96588 members 
Mstep: Class 22 contains 146044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331280.000000 Penalty: 73281.218750
Iteration 149Q: 22 clusters Score -1.613313e+08 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 68948 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46297 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1005 members 
Mstep: Class 6 contains 155753 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 165306 members 
Mstep: Class 10 contains 146929 members 
Mstep: Class 11 contains 11735 members 
Mstep: Class 12 contains 4170 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 156545 members 
Mstep: Class 15 contains 77354 members 
Mstep: Class 16 contains 8159 members 
Mstep: Class 17 contains 154838 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 46092 members 
Mstep: Class 20 contains 95562 members 
Mstep: Class 22 contains 148615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331840.000000 Penalty: 73281.218750
Iteration 150Q: 22 clusters Score -1.613318e+08 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 69115 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46272 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1007 members 
Mstep: Class 6 contains 155906 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 164871 members 
Mstep: Class 10 contains 146329 members 
Mstep: Class 11 contains 11726 members 
Mstep: Class 12 contains 4170 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 156200 members 
Mstep: Class 15 contains 77332 members 
Mstep: Class 16 contains 8160 members 
Mstep: Class 17 contains 154612 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 45903 members 
Mstep: Class 20 contains 94577 members 
Mstep: Class 22 contains 151127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332016.000000 Penalty: 73281.218750
Iteration 151Q: 22 clusters Score -1.61332e+08 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46261 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1007 members 
Mstep: Class 6 contains 156157 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 164424 members 
Mstep: Class 10 contains 145658 members 
Mstep: Class 11 contains 11727 members 
Mstep: Class 12 contains 4171 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155978 members 
Mstep: Class 15 contains 77313 members 
Mstep: Class 16 contains 8161 members 
Mstep: Class 17 contains 154372 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 45692 members 
Mstep: Class 20 contains 93663 members 
Mstep: Class 22 contains 153467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332544.000000 Penalty: 73281.218750
Iteration 152Q: 22 clusters Score -1.613325e+08 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46247 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1008 members 
Mstep: Class 6 contains 156274 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 163959 members 
Mstep: Class 10 contains 145045 members 
Mstep: Class 11 contains 11726 members 
Mstep: Class 12 contains 4171 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155789 members 
Mstep: Class 15 contains 77311 members 
Mstep: Class 16 contains 8161 members 
Mstep: Class 17 contains 154171 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 45458 members 
Mstep: Class 20 contains 92824 members 
Mstep: Class 22 contains 155787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332256.000000 Penalty: 73281.218750
Iteration 153Q: 22 clusters Score -1.613323e+08 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46241 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1008 members 
Mstep: Class 6 contains 156359 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 163442 members 
Mstep: Class 10 contains 144620 members 
Mstep: Class 11 contains 11722 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155626 members 
Mstep: Class 15 contains 77304 members 
Mstep: Class 16 contains 8159 members 
Mstep: Class 17 contains 154033 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 45214 members 
Mstep: Class 20 contains 91984 members 
Mstep: Class 22 contains 157912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332208.000000 Penalty: 73281.218750
Iteration 154Q: 22 clusters Score -1.613322e+08 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46227 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 156469 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 162887 members 
Mstep: Class 10 contains 144329 members 
Mstep: Class 11 contains 11724 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155562 members 
Mstep: Class 15 contains 77288 members 
Mstep: Class 16 contains 8160 members 
Mstep: Class 17 contains 153936 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 44958 members 
Mstep: Class 20 contains 91152 members 
Mstep: Class 22 contains 159755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332000.000000 Penalty: 73281.218750
Iteration 155Q: 22 clusters Score -1.61332e+08 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46221 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1017 members 
Mstep: Class 6 contains 156537 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 162308 members 
Mstep: Class 10 contains 144087 members 
Mstep: Class 11 contains 11716 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155558 members 
Mstep: Class 15 contains 77286 members 
Mstep: Class 16 contains 8161 members 
Mstep: Class 17 contains 153908 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 44716 members 
Mstep: Class 20 contains 90371 members 
Mstep: Class 22 contains 161395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332192.000000 Penalty: 73281.218750
Iteration 156Q: 22 clusters Score -1.613322e+08 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46222 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 156652 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 161747 members 
Mstep: Class 10 contains 143930 members 
Mstep: Class 11 contains 11738 members 
Mstep: Class 12 contains 4171 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155521 members 
Mstep: Class 15 contains 77261 members 
Mstep: Class 16 contains 8161 members 
Mstep: Class 17 contains 153868 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 44471 members 
Mstep: Class 20 contains 89700 members 
Mstep: Class 22 contains 162804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331984.000000 Penalty: 73281.218750
Iteration 157Q: 22 clusters Score -1.61332e+08 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46220 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 156728 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 161189 members 
Mstep: Class 10 contains 143904 members 
Mstep: Class 11 contains 11745 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155484 members 
Mstep: Class 15 contains 77271 members 
Mstep: Class 16 contains 8161 members 
Mstep: Class 17 contains 153841 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 44271 members 
Mstep: Class 20 contains 89126 members 
Mstep: Class 22 contains 163932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332016.000000 Penalty: 73281.218750
Iteration 158Q: 22 clusters Score -1.61332e+08 nChanged 6208
Entering ConstructFrom: 
Score: -161332016.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (70465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70465 members 
Entering Unmasked Estep 
Score: -9059753.000000 Penalty: 2768.392090
	Iteration 0F: 2 clusters Score -9059753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -9012742.000000 Penalty: 5536.784180
	Iteration 0F: 3 clusters Score -9012742 nChanged 32767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -9030888.000000 Penalty: 5536.784180
	Iteration 1F: 3 clusters Score -9030888 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -9031391.000000 Penalty: 5536.784180
	Iteration 2Q: 3 clusters Score -9031391 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -9031884.000000 Penalty: 5536.784180
	Iteration 3Q: 3 clusters Score -9031884 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -9032372.000000 Penalty: 5536.784180
	Iteration 4Q: 3 clusters Score -9032372 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -9032890.000000 Penalty: 5536.784180
	Iteration 5Q: 3 clusters Score -9032890 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -9033556.000000 Penalty: 5536.784180
	Iteration 6Q: 3 clusters Score -9033556 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -9034350.000000 Penalty: 5536.784180
	Iteration 7Q: 3 clusters Score -9034350 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -9035593.000000 Penalty: 5536.784180
	Iteration 8Q: 3 clusters Score -9035593 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -9037292.000000 Penalty: 5536.784180
	Iteration 9Q: 3 clusters Score -9037292 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -9039793.000000 Penalty: 5536.784180
	Iteration 10F: 3 clusters Score -9039793 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -9043179.000000 Penalty: 5536.784180
	Iteration 11F: 3 clusters Score -9043179 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -9047320.000000 Penalty: 5536.784180
	Iteration 12F: 3 clusters Score -9047320 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -9050964.000000 Penalty: 5536.784180
	Iteration 13F: 3 clusters Score -9050964 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -9053424.000000 Penalty: 5536.784180
	Iteration 14Q: 3 clusters Score -9053424 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -9054972.000000 Penalty: 5536.784180
	Iteration 15Q: 3 clusters Score -9054972 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -9055875.000000 Penalty: 5536.784180
	Iteration 16Q: 3 clusters Score -9055875 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -9056365.000000 Penalty: 5536.784180
	Iteration 17Q: 3 clusters Score -9056365 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -9056695.000000 Penalty: 5536.784180
	Iteration 18Q: 3 clusters Score -9056695 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -9057061.000000 Penalty: 5536.784180
	Iteration 19Q: 3 clusters Score -9057061 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -9057209.000000 Penalty: 5536.784180
	Iteration 20F: 3 clusters Score -9057209 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 68250 members 
Entering Unmasked Estep 
Score: -9057344.000000 Penalty: 5536.784180
	Iteration 21Q: 3 clusters Score -9057344 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -9057484.000000 Penalty: 5536.784180
	Iteration 22Q: 3 clusters Score -9057484 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -9057570.000000 Penalty: 5536.784180
	Iteration 23Q: 3 clusters Score -9057570 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -9057635.000000 Penalty: 5536.784180
	Iteration 24Q: 3 clusters Score -9057635 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -9057664.000000 Penalty: 5536.784180
	Iteration 25Q: 3 clusters Score -9057664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -9057704.000000 Penalty: 5536.784180
	Iteration 26Q: 3 clusters Score -9057704 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -9057709.000000 Penalty: 5536.784180
	Iteration 27Q: 3 clusters Score -9057709 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 68856 members 
Entering Unmasked Estep 
Score: -9057745.000000 Penalty: 5536.784180
	Iteration 28Q: 3 clusters Score -9057745 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -9057763.000000 Penalty: 5536.784180
	Iteration 29Q: 3 clusters Score -9057763 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 68921 members 
Entering Unmasked Estep 
Score: -9057756.000000 Penalty: 5536.784180
	Iteration 30Q: 3 clusters Score -9057756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 68939 members 
Entering Unmasked Estep 
Score: -9057777.000000 Penalty: 5536.784180
	Iteration 31Q: 3 clusters Score -9057777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -9057779.000000 Penalty: 5536.784180
	Iteration 32Q: 3 clusters Score -9057779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -9057789.000000 Penalty: 5536.784180
	Iteration 33Q: 3 clusters Score -9057789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 68971 members 
Entering Unmasked Estep 
Score: -9057789.000000 Penalty: 5536.784180
	Iteration 34Q: 3 clusters Score -9057789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 68972 members 
Entering Unmasked Estep 
Score: -9057789.000000 Penalty: 5536.784180
	Iteration 35Q: 3 clusters Score -9057789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -9057807.000000 Penalty: 5536.784180
	Iteration 36Q: 3 clusters Score -9057807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -9057805.000000 Penalty: 5536.784180
	Iteration 37Q: 3 clusters Score -9057805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -9057804.000000 Penalty: 5536.784180
	Iteration 38Q: 3 clusters Score -9057804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
Score: -9057803.000000 Penalty: 5536.784180
	Iteration 39Q: 3 clusters Score -9057803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -9057814.000000 Penalty: 5536.784180
	Iteration 40F: 3 clusters Score -9057814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
Score: -9057819.000000 Penalty: 5536.784180
	Iteration 41Q: 3 clusters Score -9057819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 69010 members 
Entering Unmasked Estep 
Score: -9057825.000000 Penalty: 5536.784180
	Iteration 42Q: 3 clusters Score -9057825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 69023 members 
Entering Unmasked Estep 
Score: -9057831.000000 Penalty: 5536.784180
	Iteration 43Q: 3 clusters Score -9057831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 69031 members 
Entering Unmasked Estep 
Score: -9057835.000000 Penalty: 5536.784180
	Iteration 44Q: 3 clusters Score -9057835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -9057822.000000 Penalty: 5536.784180
	Iteration 45Q: 3 clusters Score -9057822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -9057829.000000 Penalty: 5536.784180
	Iteration 46Q: 3 clusters Score -9057829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 69052 members 
Entering Unmasked Estep 
Score: -9057825.000000 Penalty: 5536.784180
	Iteration 47Q: 3 clusters Score -9057825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -9057833.000000 Penalty: 5536.784180
	Iteration 48Q: 3 clusters Score -9057833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -9057832.000000 Penalty: 5536.784180
	Iteration 49Q: 3 clusters Score -9057832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -9057832.000000 Penalty: 5536.784180
	Iteration 50F: 3 clusters Score -9057832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -87910.507812 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -87910.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -86170.656250 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -86170.66 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86562.796875 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -86562.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86771.281250 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -86771.28 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -87048.750000 Penalty: 3331.430908
	Iteration 3F: 3 clusters Score -87048.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -87245.625000 Penalty: 3331.430908
	Iteration 4F: 3 clusters Score -87245.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -87496.882812 Penalty: 3331.430908
	Iteration 5F: 3 clusters Score -87496.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -87665.406250 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -87665.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87847.937500 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -87847.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87965.968750 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -87965.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -88006.804688 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -88006.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -88048.390625 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -88048.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88060.992188 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -88060.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88061.687500 Penalty: 3331.430908
	Iteration 12F: 3 clusters Score -88061.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88066.125000 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -88066.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -88075.109375 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -88075.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -88079.320312 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -88079.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -88079.320312 Penalty: 3331.430908
	Iteration 16F: 3 clusters Score -88079.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 46227 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 156836 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160670 members 
Mstep: Class 10 contains 144005 members 
Mstep: Class 11 contains 11762 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155514 members 
Mstep: Class 15 contains 77251 members 
Mstep: Class 16 contains 8158 members 
Mstep: Class 17 contains 153810 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 44069 members 
Mstep: Class 20 contains 88549 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 164800 members 
Entering Unmasked Estep 
Score: -161330160.000000 Penalty: 76770.804688
Splitting cluster 2 changes total score from -161332016.000000 to -161330160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (46227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Entering Unmasked Estep 
Score: -5877955.000000 Penalty: 2663.847168
	Iteration 0F: 2 clusters Score -5877955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -5846581.000000 Penalty: 5327.694336
	Iteration 0F: 3 clusters Score -5846581 nChanged 21214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -5858528.500000 Penalty: 5327.694336
	Iteration 1F: 3 clusters Score -5858528 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -5859304.500000 Penalty: 5327.694336
	Iteration 2Q: 3 clusters Score -5859304 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -5860212.500000 Penalty: 5327.694336
	Iteration 3Q: 3 clusters Score -5860212 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -5861335.000000 Penalty: 5327.694336
	Iteration 4Q: 3 clusters Score -5861335 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -5862562.500000 Penalty: 5327.694336
	Iteration 5Q: 3 clusters Score -5862562 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -5863862.500000 Penalty: 5327.694336
	Iteration 6Q: 3 clusters Score -5863862 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -5865169.000000 Penalty: 5327.694336
	Iteration 7Q: 3 clusters Score -5865169 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -5866468.000000 Penalty: 5327.694336
	Iteration 8Q: 3 clusters Score -5866468 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -5867768.000000 Penalty: 5327.694336
	Iteration 9Q: 3 clusters Score -5867768 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -5869078.500000 Penalty: 5327.694336
	Iteration 10Q: 3 clusters Score -5869078 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -5870249.500000 Penalty: 5327.694336
	Iteration 11Q: 3 clusters Score -5870250 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -5871361.000000 Penalty: 5327.694336
	Iteration 12Q: 3 clusters Score -5871361 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -5872299.500000 Penalty: 5327.694336
	Iteration 13Q: 3 clusters Score -5872300 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -5873113.500000 Penalty: 5327.694336
	Iteration 14Q: 3 clusters Score -5873114 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -5873805.000000 Penalty: 5327.694336
	Iteration 15Q: 3 clusters Score -5873805 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -5874326.000000 Penalty: 5327.694336
	Iteration 16Q: 3 clusters Score -5874326 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5874717.000000 Penalty: 5327.694336
	Iteration 17Q: 3 clusters Score -5874717 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5875014.500000 Penalty: 5327.694336
	Iteration 18Q: 3 clusters Score -5875014 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5875187.500000 Penalty: 5327.694336
	Iteration 19Q: 3 clusters Score -5875188 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5875335.500000 Penalty: 5327.694336
	Iteration 20F: 3 clusters Score -5875336 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5875398.500000 Penalty: 5327.694336
	Iteration 21Q: 3 clusters Score -5875398 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5875474.000000 Penalty: 5327.694336
	Iteration 22Q: 3 clusters Score -5875474 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5875516.500000 Penalty: 5327.694336
	Iteration 23Q: 3 clusters Score -5875516 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5875561.500000 Penalty: 5327.694336
	Iteration 24Q: 3 clusters Score -5875562 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5875577.500000 Penalty: 5327.694336
	Iteration 25Q: 3 clusters Score -5875578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5875602.000000 Penalty: 5327.694336
	Iteration 26Q: 3 clusters Score -5875602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5875600.000000 Penalty: 5327.694336
	Iteration 27Q: 3 clusters Score -5875600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5875618.000000 Penalty: 5327.694336
	Iteration 28Q: 3 clusters Score -5875618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5875614.500000 Penalty: 5327.694336
	Iteration 29Q: 3 clusters Score -5875614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5875618.000000 Penalty: 5327.694336
	Iteration 30Q: 3 clusters Score -5875618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5875623.000000 Penalty: 5327.694336
	Iteration 31Q: 3 clusters Score -5875623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5875625.000000 Penalty: 5327.694336
	Iteration 32Q: 3 clusters Score -5875625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5875629.500000 Penalty: 5327.694336
	Iteration 33Q: 3 clusters Score -5875630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5875635.000000 Penalty: 5327.694336
	Iteration 34Q: 3 clusters Score -5875635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5875633.000000 Penalty: 5327.694336
	Iteration 35Q: 3 clusters Score -5875633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5875638.500000 Penalty: 5327.694336
	Iteration 36Q: 3 clusters Score -5875638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5875640.500000 Penalty: 5327.694336
	Iteration 37Q: 3 clusters Score -5875640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5875637.500000 Penalty: 5327.694336
	Iteration 38Q: 3 clusters Score -5875638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5875641.000000 Penalty: 5327.694336
	Iteration 39Q: 3 clusters Score -5875641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5875648.500000 Penalty: 5327.694336
	Iteration 40F: 3 clusters Score -5875648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5875653.000000 Penalty: 5327.694336
	Iteration 41Q: 3 clusters Score -5875653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5875657.000000 Penalty: 5327.694336
	Iteration 42Q: 3 clusters Score -5875657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5875657.500000 Penalty: 5327.694336
	Iteration 43Q: 3 clusters Score -5875658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5875657.500000 Penalty: 5327.694336
	Iteration 44F: 3 clusters Score -5875658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -60368.742188 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -60368.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58836.839844 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -58836.84 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59425.339844 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -59425.34 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60094.953125 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -60094.95 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61008.250000 Penalty: 3189.940186
	Iteration 3F: 3 clusters Score -61008.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61529.761719 Penalty: 3189.940186
	Iteration 4Q: 3 clusters Score -61529.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61798.144531 Penalty: 3189.940186
	Iteration 5Q: 3 clusters Score -61798.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61871.406250 Penalty: 3189.940186
	Iteration 6Q: 3 clusters Score -61871.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61874.523438 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -61874.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61880.175781 Penalty: 3189.940186
	Iteration 8Q: 3 clusters Score -61880.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61881.800781 Penalty: 3189.940186
	Iteration 9Q: 3 clusters Score -61881.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61881.800781 Penalty: 3189.940186
	Iteration 10F: 3 clusters Score -61881.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46227 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 156836 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160670 members 
Mstep: Class 10 contains 144005 members 
Mstep: Class 11 contains 11762 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155514 members 
Mstep: Class 15 contains 77251 members 
Mstep: Class 16 contains 8158 members 
Mstep: Class 17 contains 153810 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 44069 members 
Mstep: Class 20 contains 88549 members 
Mstep: Class 21 contains 340 members 
Mstep: Class 22 contains 164800 members 
Entering Unmasked Estep 
Score: -161331312.000000 Penalty: 76770.804688
Splitting cluster 4 changes total score from -161332016.000000 to -161331312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -121124.523438 Penalty: 1718.520142
	Iteration 0F: 2 clusters Score -121124.5 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 502 members 
Entering Unmasked Estep 
Score: -119172.195312 Penalty: 3437.040283
	Iteration 0F: 3 clusters Score -119172.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -119445.562500 Penalty: 3437.040283
	Iteration 1F: 3 clusters Score -119445.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -119525.039062 Penalty: 3437.040283
	Iteration 2F: 3 clusters Score -119525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -119571.976562 Penalty: 3437.040283
	Iteration 3Q: 3 clusters Score -119572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -119587.851562 Penalty: 3437.040283
	Iteration 4Q: 3 clusters Score -119587.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -119594.078125 Penalty: 3437.040283
	Iteration 5Q: 3 clusters Score -119594.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -119603.570312 Penalty: 3437.040283
	Iteration 6Q: 3 clusters Score -119603.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -119612.335938 Penalty: 3437.040283
	Iteration 7Q: 3 clusters Score -119612.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -119617.765625 Penalty: 3437.040283
	Iteration 8Q: 3 clusters Score -119617.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119622.570312 Penalty: 3437.040283
	Iteration 9Q: 3 clusters Score -119622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -119626.710938 Penalty: 3437.040283
	Iteration 10Q: 3 clusters Score -119626.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -119631.421875 Penalty: 3437.040283
	Iteration 11Q: 3 clusters Score -119631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -119631.421875 Penalty: 3437.040283
	Iteration 12F: 3 clusters Score -119631.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (156836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156836 members 
Entering Unmasked Estep 
Score: -20157018.000000 Penalty: 2966.812988
	Iteration 0F: 2 clusters Score -2.015702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -20054712.000000 Penalty: 5933.625977
	Iteration 0F: 3 clusters Score -2.005471e+07 nChanged 75264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79029 members 
Mstep: Class 2 contains 77807 members 
Entering Unmasked Estep 
Score: -20098100.000000 Penalty: 5933.625977
	Iteration 1F: 3 clusters Score -2.00981e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Mstep: Class 2 contains 77508 members 
Entering Unmasked Estep 
Score: -20098848.000000 Penalty: 5933.625977
	Iteration 2Q: 3 clusters Score -2.009885e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 77001 members 
Entering Unmasked Estep 
Score: -20099576.000000 Penalty: 5933.625977
	Iteration 3Q: 3 clusters Score -2.009958e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 76109 members 
Entering Unmasked Estep 
Score: -20100482.000000 Penalty: 5933.625977
	Iteration 4Q: 3 clusters Score -2.010048e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82071 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -20101512.000000 Penalty: 5933.625977
	Iteration 5Q: 3 clusters Score -2.010151e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84053 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -20103106.000000 Penalty: 5933.625977
	Iteration 6Q: 3 clusters Score -2.010311e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87065 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -20105726.000000 Penalty: 5933.625977
	Iteration 7Q: 3 clusters Score -2.010573e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -20110166.000000 Penalty: 5933.625977
	Iteration 8Q: 3 clusters Score -2.011017e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96779 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -20116846.000000 Penalty: 5933.625977
	Iteration 9F: 3 clusters Score -2.011685e+07 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102529 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -20125974.000000 Penalty: 5933.625977
	Iteration 10F: 3 clusters Score -2.012597e+07 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107102 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -20134860.000000 Penalty: 5933.625977
	Iteration 11F: 3 clusters Score -2.013486e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110043 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -20139874.000000 Penalty: 5933.625977
	Iteration 12F: 3 clusters Score -2.013987e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112245 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -20142176.000000 Penalty: 5933.625977
	Iteration 13Q: 3 clusters Score -2.014218e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114314 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -20143626.000000 Penalty: 5933.625977
	Iteration 14Q: 3 clusters Score -2.014363e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116221 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -20144582.000000 Penalty: 5933.625977
	Iteration 15Q: 3 clusters Score -2.014458e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118086 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -20145558.000000 Penalty: 5933.625977
	Iteration 16Q: 3 clusters Score -2.014556e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119788 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -20146610.000000 Penalty: 5933.625977
	Iteration 17Q: 3 clusters Score -2.014661e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121425 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -20147210.000000 Penalty: 5933.625977
	Iteration 18Q: 3 clusters Score -2.014721e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122982 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -20147844.000000 Penalty: 5933.625977
	Iteration 19Q: 3 clusters Score -2.014784e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124554 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -20148564.000000 Penalty: 5933.625977
	Iteration 20F: 3 clusters Score -2.014856e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126011 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -20148986.000000 Penalty: 5933.625977
	Iteration 21Q: 3 clusters Score -2.014899e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127405 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -20149488.000000 Penalty: 5933.625977
	Iteration 22Q: 3 clusters Score -2.014949e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128758 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -20149972.000000 Penalty: 5933.625977
	Iteration 23Q: 3 clusters Score -2.014997e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130107 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -20150374.000000 Penalty: 5933.625977
	Iteration 24Q: 3 clusters Score -2.015037e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131429 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -20150770.000000 Penalty: 5933.625977
	Iteration 25Q: 3 clusters Score -2.015077e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132717 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -20151152.000000 Penalty: 5933.625977
	Iteration 26Q: 3 clusters Score -2.015115e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134049 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -20151554.000000 Penalty: 5933.625977
	Iteration 27Q: 3 clusters Score -2.015155e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135329 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -20151908.000000 Penalty: 5933.625977
	Iteration 28Q: 3 clusters Score -2.015191e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136542 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -20152172.000000 Penalty: 5933.625977
	Iteration 29Q: 3 clusters Score -2.015217e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137709 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -20152470.000000 Penalty: 5933.625977
	Iteration 30Q: 3 clusters Score -2.015247e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138871 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -20152742.000000 Penalty: 5933.625977
	Iteration 31Q: 3 clusters Score -2.015274e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139924 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -20153072.000000 Penalty: 5933.625977
	Iteration 32Q: 3 clusters Score -2.015307e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140938 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -20153284.000000 Penalty: 5933.625977
	Iteration 33Q: 3 clusters Score -2.015328e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141968 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -20153584.000000 Penalty: 5933.625977
	Iteration 34Q: 3 clusters Score -2.015358e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142939 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -20153782.000000 Penalty: 5933.625977
	Iteration 35Q: 3 clusters Score -2.015378e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143836 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -20154068.000000 Penalty: 5933.625977
	Iteration 36Q: 3 clusters Score -2.015407e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144699 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -20154262.000000 Penalty: 5933.625977
	Iteration 37Q: 3 clusters Score -2.015426e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145514 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -20154430.000000 Penalty: 5933.625977
	Iteration 38Q: 3 clusters Score -2.015443e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146371 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -20154598.000000 Penalty: 5933.625977
	Iteration 39Q: 3 clusters Score -2.01546e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147183 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -20154752.000000 Penalty: 5933.625977
	Iteration 40F: 3 clusters Score -2.015475e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147978 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -20154914.000000 Penalty: 5933.625977
	Iteration 41Q: 3 clusters Score -2.015491e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148731 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -20155036.000000 Penalty: 5933.625977
	Iteration 42Q: 3 clusters Score -2.015504e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149430 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -20155222.000000 Penalty: 5933.625977
	Iteration 43Q: 3 clusters Score -2.015522e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150072 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -20155326.000000 Penalty: 5933.625977
	Iteration 44Q: 3 clusters Score -2.015533e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150644 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -20155424.000000 Penalty: 5933.625977
	Iteration 45Q: 3 clusters Score -2.015542e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151134 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -20155424.000000 Penalty: 5933.625977
	Iteration 46Q: 3 clusters Score -2.015542e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151583 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -20155430.000000 Penalty: 5933.625977
	Iteration 47Q: 3 clusters Score -2.015543e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151990 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -20155434.000000 Penalty: 5933.625977
	Iteration 48Q: 3 clusters Score -2.015543e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152339 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -20155372.000000 Penalty: 5933.625977
	Iteration 49Q: 3 clusters Score -2.015537e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152626 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -20155376.000000 Penalty: 5933.625977
	Iteration 50Q: 3 clusters Score -2.015538e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152922 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -20155350.000000 Penalty: 5933.625977
	Iteration 51Q: 3 clusters Score -2.015535e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153158 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -20155354.000000 Penalty: 5933.625977
	Iteration 52Q: 3 clusters Score -2.015535e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153355 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -20155316.000000 Penalty: 5933.625977
	Iteration 53Q: 3 clusters Score -2.015532e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153540 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -20155272.000000 Penalty: 5933.625977
	Iteration 54Q: 3 clusters Score -2.015527e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153712 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -20155262.000000 Penalty: 5933.625977
	Iteration 55Q: 3 clusters Score -2.015526e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153864 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -20155256.000000 Penalty: 5933.625977
	Iteration 56Q: 3 clusters Score -2.015526e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154022 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -20155298.000000 Penalty: 5933.625977
	Iteration 57Q: 3 clusters Score -2.01553e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154155 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -20155256.000000 Penalty: 5933.625977
	Iteration 58Q: 3 clusters Score -2.015526e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154278 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -20155214.000000 Penalty: 5933.625977
	Iteration 59Q: 3 clusters Score -2.015521e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154392 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -20155220.000000 Penalty: 5933.625977
	Iteration 60F: 3 clusters Score -2.015522e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154473 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -20155230.000000 Penalty: 5933.625977
	Iteration 61Q: 3 clusters Score -2.015523e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154538 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -20155244.000000 Penalty: 5933.625977
	Iteration 62Q: 3 clusters Score -2.015524e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154596 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -20155200.000000 Penalty: 5933.625977
	Iteration 63Q: 3 clusters Score -2.01552e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154642 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -20155194.000000 Penalty: 5933.625977
	Iteration 64Q: 3 clusters Score -2.015519e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154684 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -20155206.000000 Penalty: 5933.625977
	Iteration 65Q: 3 clusters Score -2.015521e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154721 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -20155202.000000 Penalty: 5933.625977
	Iteration 66Q: 3 clusters Score -2.01552e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154760 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -20155198.000000 Penalty: 5933.625977
	Iteration 67Q: 3 clusters Score -2.01552e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154795 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -20155204.000000 Penalty: 5933.625977
	Iteration 68Q: 3 clusters Score -2.01552e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154834 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -20155196.000000 Penalty: 5933.625977
	Iteration 69Q: 3 clusters Score -2.01552e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154869 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -20155192.000000 Penalty: 5933.625977
	Iteration 70Q: 3 clusters Score -2.015519e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154904 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -20155166.000000 Penalty: 5933.625977
	Iteration 71Q: 3 clusters Score -2.015517e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154933 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -20155176.000000 Penalty: 5933.625977
	Iteration 72Q: 3 clusters Score -2.015518e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154965 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -20155170.000000 Penalty: 5933.625977
	Iteration 73Q: 3 clusters Score -2.015517e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154996 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -20155162.000000 Penalty: 5933.625977
	Iteration 74Q: 3 clusters Score -2.015516e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155017 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -20155136.000000 Penalty: 5933.625977
	Iteration 75Q: 3 clusters Score -2.015514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155036 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -20155140.000000 Penalty: 5933.625977
	Iteration 76Q: 3 clusters Score -2.015514e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155058 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -20155148.000000 Penalty: 5933.625977
	Iteration 77Q: 3 clusters Score -2.015515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155078 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -20155148.000000 Penalty: 5933.625977
	Iteration 78Q: 3 clusters Score -2.015515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155094 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -20155138.000000 Penalty: 5933.625977
	Iteration 79Q: 3 clusters Score -2.015514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155104 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -20155152.000000 Penalty: 5933.625977
	Iteration 80F: 3 clusters Score -2.015515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155114 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -20155148.000000 Penalty: 5933.625977
	Iteration 81Q: 3 clusters Score -2.015515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155124 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -20155166.000000 Penalty: 5933.625977
	Iteration 82Q: 3 clusters Score -2.015517e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155136 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -20155170.000000 Penalty: 5933.625977
	Iteration 83Q: 3 clusters Score -2.015517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155149 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -20155164.000000 Penalty: 5933.625977
	Iteration 84Q: 3 clusters Score -2.015516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155159 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -20155158.000000 Penalty: 5933.625977
	Iteration 85Q: 3 clusters Score -2.015516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155165 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -20155170.000000 Penalty: 5933.625977
	Iteration 86Q: 3 clusters Score -2.015517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155172 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -20155162.000000 Penalty: 5933.625977
	Iteration 87Q: 3 clusters Score -2.015516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155178 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -20155156.000000 Penalty: 5933.625977
	Iteration 88Q: 3 clusters Score -2.015516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155182 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -20155166.000000 Penalty: 5933.625977
	Iteration 89Q: 3 clusters Score -2.015517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155184 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -20155164.000000 Penalty: 5933.625977
	Iteration 90Q: 3 clusters Score -2.015516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155190 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -20155168.000000 Penalty: 5933.625977
	Iteration 91Q: 3 clusters Score -2.015517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155196 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -20155162.000000 Penalty: 5933.625977
	Iteration 92Q: 3 clusters Score -2.015516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155202 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -20155156.000000 Penalty: 5933.625977
	Iteration 93Q: 3 clusters Score -2.015516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155208 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -20155156.000000 Penalty: 5933.625977
	Iteration 94Q: 3 clusters Score -2.015516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155215 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -20155160.000000 Penalty: 5933.625977
	Iteration 95Q: 3 clusters Score -2.015516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155226 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -20155156.000000 Penalty: 5933.625977
	Iteration 96Q: 3 clusters Score -2.015516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155239 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -20155148.000000 Penalty: 5933.625977
	Iteration 97Q: 3 clusters Score -2.015515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155249 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -20155140.000000 Penalty: 5933.625977
	Iteration 98Q: 3 clusters Score -2.015514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155261 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -20155116.000000 Penalty: 5933.625977
	Iteration 99Q: 3 clusters Score -2.015512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155265 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -20155120.000000 Penalty: 5933.625977
	Iteration 100F: 3 clusters Score -2.015512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155274 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -20155122.000000 Penalty: 5933.625977
	Iteration 101Q: 3 clusters Score -2.015512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155286 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -20155120.000000 Penalty: 5933.625977
	Iteration 102Q: 3 clusters Score -2.015512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155298 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -20155142.000000 Penalty: 5933.625977
	Iteration 103Q: 3 clusters Score -2.015514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155311 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -20155144.000000 Penalty: 5933.625977
	Iteration 104Q: 3 clusters Score -2.015514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155317 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -20155148.000000 Penalty: 5933.625977
	Iteration 105Q: 3 clusters Score -2.015515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155322 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -20155146.000000 Penalty: 5933.625977
	Iteration 106Q: 3 clusters Score -2.015515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155328 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -20155144.000000 Penalty: 5933.625977
	Iteration 107Q: 3 clusters Score -2.015514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155334 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -20155134.000000 Penalty: 5933.625977
	Iteration 108Q: 3 clusters Score -2.015513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155339 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -20155136.000000 Penalty: 5933.625977
	Iteration 109Q: 3 clusters Score -2.015514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155343 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -20155132.000000 Penalty: 5933.625977
	Iteration 110Q: 3 clusters Score -2.015513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155346 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -20155136.000000 Penalty: 5933.625977
	Iteration 111Q: 3 clusters Score -2.015514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155348 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -20155130.000000 Penalty: 5933.625977
	Iteration 112Q: 3 clusters Score -2.015513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -20155122.000000 Penalty: 5933.625977
	Iteration 113Q: 3 clusters Score -2.015512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155351 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -20155140.000000 Penalty: 5933.625977
	Iteration 114Q: 3 clusters Score -2.015514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155352 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -20155114.000000 Penalty: 5933.625977
	Iteration 115Q: 3 clusters Score -2.015511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155354 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -20155126.000000 Penalty: 5933.625977
	Iteration 116Q: 3 clusters Score -2.015513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155362 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -20155130.000000 Penalty: 5933.625977
	Iteration 117Q: 3 clusters Score -2.015513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155372 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -20155142.000000 Penalty: 5933.625977
	Iteration 118Q: 3 clusters Score -2.015514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155380 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -20155146.000000 Penalty: 5933.625977
	Iteration 119Q: 3 clusters Score -2.015515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155388 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -20155114.000000 Penalty: 5933.625977
	Iteration 120F: 3 clusters Score -2.015511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155398 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -20155114.000000 Penalty: 5933.625977
	Iteration 121Q: 3 clusters Score -2.015511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155403 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -20155110.000000 Penalty: 5933.625977
	Iteration 122Q: 3 clusters Score -2.015511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155405 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -20155106.000000 Penalty: 5933.625977
	Iteration 123Q: 3 clusters Score -2.015511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155408 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -20155106.000000 Penalty: 5933.625977
	Iteration 124Q: 3 clusters Score -2.015511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155408 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -20155106.000000 Penalty: 5933.625977
	Iteration 125F: 3 clusters Score -2.015511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -91619.835938 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -91619.84 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 419 members 
Entering Unmasked Estep 
Score: -89940.984375 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -89940.98 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90193.835938 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -90193.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90262.617188 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -90262.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90297.328125 Penalty: 3312.457520
	Iteration 3Q: 3 clusters Score -90297.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -90310.796875 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -90310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -90315.328125 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -90315.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -90319.585938 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -90319.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -90323.640625 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -90323.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -90325.312500 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -90325.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -90327.109375 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -90327.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90330.203125 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -90330.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -90330.796875 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -90330.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -90330.796875 Penalty: 3312.457520
	Iteration 12F: 3 clusters Score -90330.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -64178.855469 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -64178.86 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 322 members 
Entering Unmasked Estep 
Score: -62525.460938 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -62525.46 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -62807.992188 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -62807.99 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62985.714844 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -62985.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63104.730469 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -63104.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63188.847656 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -63188.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -63282.640625 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -63282.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63427.667969 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -63427.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -63581.500000 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -63581.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -63771.605469 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -63771.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63846.273438 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -63846.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63915.406250 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -63915.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64000.265625 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -64000.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64119.652344 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -64119.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -64235.398438 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -64235.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64297.156250 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -64297.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64327.253906 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -64327.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64341.988281 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -64341.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64341.988281 Penalty: 3198.649170
	Iteration 17F: 3 clusters Score -64341.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46227 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 156836 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 160670 members 
Mstep: Class 10 contains 144005 members 
Mstep: Class 11 contains 11762 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155514 members 
Mstep: Class 15 contains 77251 members 
Mstep: Class 16 contains 8158 members 
Mstep: Class 17 contains 153810 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 44069 members 
Mstep: Class 20 contains 88549 members 
Mstep: Class 21 contains 330 members 
Mstep: Class 22 contains 164800 members 
Entering Unmasked Estep 
Score: -161329968.000000 Penalty: 76770.804688
Splitting cluster 8 changes total score from -161332016.000000 to -161329968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (160670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160670 members 
Entering Unmasked Estep 
Score: -20385316.000000 Penalty: 2972.802734
	Iteration 0F: 2 clusters Score -2.038532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 80644 members 
Entering Unmasked Estep 
Score: -20278638.000000 Penalty: 5945.605469
	Iteration 0F: 3 clusters Score -2.027864e+07 nChanged 76906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 84358 members 
Entering Unmasked Estep 
Score: -20322774.000000 Penalty: 5945.605469
	Iteration 1F: 3 clusters Score -2.032277e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73885 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -20323706.000000 Penalty: 5945.605469
	Iteration 2Q: 3 clusters Score -2.032371e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 90551 members 
Entering Unmasked Estep 
Score: -20325114.000000 Penalty: 5945.605469
	Iteration 3Q: 3 clusters Score -2.032511e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 96232 members 
Entering Unmasked Estep 
Score: -20327634.000000 Penalty: 5945.605469
	Iteration 4Q: 3 clusters Score -2.032763e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 104819 members 
Entering Unmasked Estep 
Score: -20332742.000000 Penalty: 5945.605469
	Iteration 5F: 3 clusters Score -2.033274e+07 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 116785 members 
Entering Unmasked Estep 
Score: -20341986.000000 Penalty: 5945.605469
	Iteration 6F: 3 clusters Score -2.034199e+07 nChanged 14490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 131267 members 
Entering Unmasked Estep 
Score: -20355314.000000 Penalty: 5945.605469
	Iteration 7F: 3 clusters Score -2.035531e+07 nChanged 13401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 144668 members 
Entering Unmasked Estep 
Score: -20368712.000000 Penalty: 5945.605469
	Iteration 8F: 3 clusters Score -2.036871e+07 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 153619 members 
Entering Unmasked Estep 
Score: -20377164.000000 Penalty: 5945.605469
	Iteration 9F: 3 clusters Score -2.037716e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 157874 members 
Entering Unmasked Estep 
Score: -20380530.000000 Penalty: 5945.605469
	Iteration 10Q: 3 clusters Score -2.038053e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 159532 members 
Entering Unmasked Estep 
Score: -20381816.000000 Penalty: 5945.605469
	Iteration 11Q: 3 clusters Score -2.038182e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 160048 members 
Entering Unmasked Estep 
Score: -20382272.000000 Penalty: 5945.605469
	Iteration 12Q: 3 clusters Score -2.038227e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 160235 members 
Entering Unmasked Estep 
Score: -20382424.000000 Penalty: 5945.605469
	Iteration 13Q: 3 clusters Score -2.038242e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 160307 members 
Entering Unmasked Estep 
Score: -20382528.000000 Penalty: 5945.605469
	Iteration 14Q: 3 clusters Score -2.038253e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 160335 members 
Entering Unmasked Estep 
Score: -20382582.000000 Penalty: 5945.605469
	Iteration 15Q: 3 clusters Score -2.038258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 160342 members 
Entering Unmasked Estep 
Score: -20382612.000000 Penalty: 5945.605469
	Iteration 16Q: 3 clusters Score -2.038261e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 160356 members 
Entering Unmasked Estep 
Score: -20382620.000000 Penalty: 5945.605469
	Iteration 17Q: 3 clusters Score -2.038262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 160360 members 
Entering Unmasked Estep 
Score: -20382640.000000 Penalty: 5945.605469
	Iteration 18Q: 3 clusters Score -2.038264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 160365 members 
Entering Unmasked Estep 
Score: -20382642.000000 Penalty: 5945.605469
	Iteration 19Q: 3 clusters Score -2.038264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 160367 members 
Entering Unmasked Estep 
Score: -20382638.000000 Penalty: 5945.605469
	Iteration 20F: 3 clusters Score -2.038264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 160368 members 
Entering Unmasked Estep 
Score: -20382644.000000 Penalty: 5945.605469
	Iteration 21Q: 3 clusters Score -2.038264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 160368 members 
Entering Unmasked Estep 
Score: -20382644.000000 Penalty: 5945.605469
	Iteration 22F: 3 clusters Score -2.038264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (144005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144005 members 
Entering Unmasked Estep 
Score: -18312218.000000 Penalty: 2945.645752
	Iteration 0F: 2 clusters Score -1.831222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 72125 members 
Entering Unmasked Estep 
Score: -18217548.000000 Penalty: 5891.291504
	Iteration 0F: 3 clusters Score -1.821755e+07 nChanged 68628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -18256826.000000 Penalty: 5891.291504
	Iteration 1F: 3 clusters Score -1.825683e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67942 members 
Mstep: Class 2 contains 76063 members 
Entering Unmasked Estep 
Score: -18257874.000000 Penalty: 5891.291504
	Iteration 2Q: 3 clusters Score -1.825787e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65638 members 
Mstep: Class 2 contains 78367 members 
Entering Unmasked Estep 
Score: -18258996.000000 Penalty: 5891.291504
	Iteration 3Q: 3 clusters Score -1.8259e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 81760 members 
Entering Unmasked Estep 
Score: -18260666.000000 Penalty: 5891.291504
	Iteration 4Q: 3 clusters Score -1.826067e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57184 members 
Mstep: Class 2 contains 86821 members 
Entering Unmasked Estep 
Score: -18263284.000000 Penalty: 5891.291504
	Iteration 5Q: 3 clusters Score -1.826328e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 93869 members 
Entering Unmasked Estep 
Score: -18267834.000000 Penalty: 5891.291504
	Iteration 6F: 3 clusters Score -1.826783e+07 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 102927 members 
Entering Unmasked Estep 
Score: -18274932.000000 Penalty: 5891.291504
	Iteration 7F: 3 clusters Score -1.827493e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 112769 members 
Entering Unmasked Estep 
Score: -18284032.000000 Penalty: 5891.291504
	Iteration 8F: 3 clusters Score -1.828403e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 121266 members 
Entering Unmasked Estep 
Score: -18292206.000000 Penalty: 5891.291504
	Iteration 9F: 3 clusters Score -1.829221e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 127311 members 
Entering Unmasked Estep 
Score: -18297954.000000 Penalty: 5891.291504
	Iteration 10Q: 3 clusters Score -1.829795e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 131209 members 
Entering Unmasked Estep 
Score: -18301476.000000 Penalty: 5891.291504
	Iteration 11Q: 3 clusters Score -1.830148e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 133924 members 
Entering Unmasked Estep 
Score: -18303778.000000 Penalty: 5891.291504
	Iteration 12Q: 3 clusters Score -1.830378e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 135981 members 
Entering Unmasked Estep 
Score: -18305316.000000 Penalty: 5891.291504
	Iteration 13Q: 3 clusters Score -1.830532e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 137579 members 
Entering Unmasked Estep 
Score: -18306398.000000 Penalty: 5891.291504
	Iteration 14Q: 3 clusters Score -1.83064e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 138796 members 
Entering Unmasked Estep 
Score: -18307232.000000 Penalty: 5891.291504
	Iteration 15Q: 3 clusters Score -1.830723e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 139798 members 
Entering Unmasked Estep 
Score: -18307914.000000 Penalty: 5891.291504
	Iteration 16Q: 3 clusters Score -1.830791e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 140570 members 
Entering Unmasked Estep 
Score: -18308340.000000 Penalty: 5891.291504
	Iteration 17Q: 3 clusters Score -1.830834e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 141175 members 
Entering Unmasked Estep 
Score: -18308656.000000 Penalty: 5891.291504
	Iteration 18Q: 3 clusters Score -1.830866e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 141626 members 
Entering Unmasked Estep 
Score: -18308954.000000 Penalty: 5891.291504
	Iteration 19Q: 3 clusters Score -1.830895e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 141981 members 
Entering Unmasked Estep 
Score: -18309150.000000 Penalty: 5891.291504
	Iteration 20F: 3 clusters Score -1.830915e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 142236 members 
Entering Unmasked Estep 
Score: -18309234.000000 Penalty: 5891.291504
	Iteration 21Q: 3 clusters Score -1.830923e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 142441 members 
Entering Unmasked Estep 
Score: -18309340.000000 Penalty: 5891.291504
	Iteration 22Q: 3 clusters Score -1.830934e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 142585 members 
Entering Unmasked Estep 
Score: -18309372.000000 Penalty: 5891.291504
	Iteration 23Q: 3 clusters Score -1.830937e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 142687 members 
Entering Unmasked Estep 
Score: -18309430.000000 Penalty: 5891.291504
	Iteration 24Q: 3 clusters Score -1.830943e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 142771 members 
Entering Unmasked Estep 
Score: -18309438.000000 Penalty: 5891.291504
	Iteration 25Q: 3 clusters Score -1.830944e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 142845 members 
Entering Unmasked Estep 
Score: -18309488.000000 Penalty: 5891.291504
	Iteration 26Q: 3 clusters Score -1.830949e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 142892 members 
Entering Unmasked Estep 
Score: -18309526.000000 Penalty: 5891.291504
	Iteration 27Q: 3 clusters Score -1.830953e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 142931 members 
Entering Unmasked Estep 
Score: -18309546.000000 Penalty: 5891.291504
	Iteration 28Q: 3 clusters Score -1.830955e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 142961 members 
Entering Unmasked Estep 
Score: -18309566.000000 Penalty: 5891.291504
	Iteration 29Q: 3 clusters Score -1.830957e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 142993 members 
Entering Unmasked Estep 
Score: -18309586.000000 Penalty: 5891.291504
	Iteration 30Q: 3 clusters Score -1.830959e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 143022 members 
Entering Unmasked Estep 
Score: -18309604.000000 Penalty: 5891.291504
	Iteration 31Q: 3 clusters Score -1.83096e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 143050 members 
Entering Unmasked Estep 
Score: -18309634.000000 Penalty: 5891.291504
	Iteration 32Q: 3 clusters Score -1.830963e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 143081 members 
Entering Unmasked Estep 
Score: -18309636.000000 Penalty: 5891.291504
	Iteration 33Q: 3 clusters Score -1.830964e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 143104 members 
Entering Unmasked Estep 
Score: -18309648.000000 Penalty: 5891.291504
	Iteration 34Q: 3 clusters Score -1.830965e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 143124 members 
Entering Unmasked Estep 
Score: -18309658.000000 Penalty: 5891.291504
	Iteration 35Q: 3 clusters Score -1.830966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 143139 members 
Entering Unmasked Estep 
Score: -18309656.000000 Penalty: 5891.291504
	Iteration 36Q: 3 clusters Score -1.830966e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 143153 members 
Entering Unmasked Estep 
Score: -18309664.000000 Penalty: 5891.291504
	Iteration 37Q: 3 clusters Score -1.830966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 143168 members 
Entering Unmasked Estep 
Score: -18309656.000000 Penalty: 5891.291504
	Iteration 38Q: 3 clusters Score -1.830966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 143179 members 
Entering Unmasked Estep 
Score: -18309680.000000 Penalty: 5891.291504
	Iteration 39Q: 3 clusters Score -1.830968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 143185 members 
Entering Unmasked Estep 
Score: -18309690.000000 Penalty: 5891.291504
	Iteration 40F: 3 clusters Score -1.830969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 143188 members 
Entering Unmasked Estep 
Score: -18309674.000000 Penalty: 5891.291504
	Iteration 41Q: 3 clusters Score -1.830967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 143193 members 
Entering Unmasked Estep 
Score: -18309686.000000 Penalty: 5891.291504
	Iteration 42Q: 3 clusters Score -1.830969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 143196 members 
Entering Unmasked Estep 
Score: -18309692.000000 Penalty: 5891.291504
	Iteration 43Q: 3 clusters Score -1.830969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 143196 members 
Entering Unmasked Estep 
Score: -18309692.000000 Penalty: 5891.291504
	Iteration 44F: 3 clusters Score -1.830969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Entering Unmasked Estep 
Score: -1426846.000000 Penalty: 2324.412109
	Iteration 0F: 2 clusters Score -1426846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1418072.750000 Penalty: 4648.824219
	Iteration 0F: 3 clusters Score -1418073 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1420774.250000 Penalty: 4648.824219
	Iteration 1F: 3 clusters Score -1420774 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1421167.125000 Penalty: 4648.824219
	Iteration 2F: 3 clusters Score -1421167 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1421541.625000 Penalty: 4648.824219
	Iteration 3F: 3 clusters Score -1421542 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1422000.250000 Penalty: 4648.824219
	Iteration 4F: 3 clusters Score -1422000 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1422567.000000 Penalty: 4648.824219
	Iteration 5F: 3 clusters Score -1422567 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1423234.375000 Penalty: 4648.824219
	Iteration 6F: 3 clusters Score -1423234 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1423886.250000 Penalty: 4648.824219
	Iteration 7F: 3 clusters Score -1423886 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1424465.500000 Penalty: 4648.824219
	Iteration 8F: 3 clusters Score -1424466 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1424870.875000 Penalty: 4648.824219
	Iteration 9Q: 3 clusters Score -1424871 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1425154.750000 Penalty: 4648.824219
	Iteration 10Q: 3 clusters Score -1425155 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1425305.000000 Penalty: 4648.824219
	Iteration 11Q: 3 clusters Score -1425305 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1425445.500000 Penalty: 4648.824219
	Iteration 12Q: 3 clusters Score -1425446 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1425574.000000 Penalty: 4648.824219
	Iteration 13Q: 3 clusters Score -1425574 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1425693.750000 Penalty: 4648.824219
	Iteration 14Q: 3 clusters Score -1425694 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1425786.250000 Penalty: 4648.824219
	Iteration 15Q: 3 clusters Score -1425786 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1425856.750000 Penalty: 4648.824219
	Iteration 16Q: 3 clusters Score -1425857 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1425900.125000 Penalty: 4648.824219
	Iteration 17Q: 3 clusters Score -1425900 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1425935.750000 Penalty: 4648.824219
	Iteration 18Q: 3 clusters Score -1425936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1425961.375000 Penalty: 4648.824219
	Iteration 19Q: 3 clusters Score -1425961 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1425977.250000 Penalty: 4648.824219
	Iteration 20F: 3 clusters Score -1425977 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1426000.250000 Penalty: 4648.824219
	Iteration 21Q: 3 clusters Score -1426000 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1426016.125000 Penalty: 4648.824219
	Iteration 22Q: 3 clusters Score -1426016 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1426028.625000 Penalty: 4648.824219
	Iteration 23Q: 3 clusters Score -1426029 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1426042.375000 Penalty: 4648.824219
	Iteration 24Q: 3 clusters Score -1426042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1426052.875000 Penalty: 4648.824219
	Iteration 25Q: 3 clusters Score -1426053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1426060.875000 Penalty: 4648.824219
	Iteration 26Q: 3 clusters Score -1426061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1426065.750000 Penalty: 4648.824219
	Iteration 27Q: 3 clusters Score -1426066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1426078.125000 Penalty: 4648.824219
	Iteration 28Q: 3 clusters Score -1426078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1426085.875000 Penalty: 4648.824219
	Iteration 29Q: 3 clusters Score -1426086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1426090.125000 Penalty: 4648.824219
	Iteration 30Q: 3 clusters Score -1426090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1426098.875000 Penalty: 4648.824219
	Iteration 31Q: 3 clusters Score -1426099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1426106.125000 Penalty: 4648.824219
	Iteration 32Q: 3 clusters Score -1426106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1426107.750000 Penalty: 4648.824219
	Iteration 33Q: 3 clusters Score -1426108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1426122.125000 Penalty: 4648.824219
	Iteration 34Q: 3 clusters Score -1426122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1426127.250000 Penalty: 4648.824219
	Iteration 35Q: 3 clusters Score -1426127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1426132.625000 Penalty: 4648.824219
	Iteration 36Q: 3 clusters Score -1426133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1426135.750000 Penalty: 4648.824219
	Iteration 37Q: 3 clusters Score -1426136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1426139.000000 Penalty: 4648.824219
	Iteration 38Q: 3 clusters Score -1426139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1426145.250000 Penalty: 4648.824219
	Iteration 39Q: 3 clusters Score -1426145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1426146.875000 Penalty: 4648.824219
	Iteration 40F: 3 clusters Score -1426147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1426149.750000 Penalty: 4648.824219
	Iteration 41Q: 3 clusters Score -1426150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1426158.500000 Penalty: 4648.824219
	Iteration 42Q: 3 clusters Score -1426158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1426158.125000 Penalty: 4648.824219
	Iteration 43Q: 3 clusters Score -1426158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1426161.875000 Penalty: 4648.824219
	Iteration 44Q: 3 clusters Score -1426162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1426165.000000 Penalty: 4648.824219
	Iteration 45Q: 3 clusters Score -1426165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1426165.125000 Penalty: 4648.824219
	Iteration 46Q: 3 clusters Score -1426165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1426167.625000 Penalty: 4648.824219
	Iteration 47Q: 3 clusters Score -1426168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1426167.000000 Penalty: 4648.824219
	Iteration 48Q: 3 clusters Score -1426167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1426168.875000 Penalty: 4648.824219
	Iteration 49Q: 3 clusters Score -1426169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1426166.750000 Penalty: 4648.824219
	Iteration 50Q: 3 clusters Score -1426167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1426166.875000 Penalty: 4648.824219
	Iteration 51Q: 3 clusters Score -1426167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1426167.125000 Penalty: 4648.824219
	Iteration 52Q: 3 clusters Score -1426167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1426172.125000 Penalty: 4648.824219
	Iteration 53Q: 3 clusters Score -1426172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1426173.250000 Penalty: 4648.824219
	Iteration 54Q: 3 clusters Score -1426173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1426174.125000 Penalty: 4648.824219
	Iteration 55Q: 3 clusters Score -1426174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1426174.125000 Penalty: 4648.824219
	Iteration 56F: 3 clusters Score -1426174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Entering Unmasked Estep 
Score: -516020.781250 Penalty: 2067.365479
	Iteration 0F: 2 clusters Score -516020.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -511981.937500 Penalty: 4134.730957
	Iteration 0F: 3 clusters Score -511981.9 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -512903.250000 Penalty: 4134.730957
	Iteration 1F: 3 clusters Score -512903.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -513154.187500 Penalty: 4134.730957
	Iteration 2F: 3 clusters Score -513154.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -513378.406250 Penalty: 4134.730957
	Iteration 3F: 3 clusters Score -513378.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -513560.906250 Penalty: 4134.730957
	Iteration 4Q: 3 clusters Score -513560.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -513764.375000 Penalty: 4134.730957
	Iteration 5Q: 3 clusters Score -513764.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -513973.968750 Penalty: 4134.730957
	Iteration 6F: 3 clusters Score -513974 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -514236.125000 Penalty: 4134.730957
	Iteration 7F: 3 clusters Score -514236.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -514559.156250 Penalty: 4134.730957
	Iteration 8F: 3 clusters Score -514559.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -514901.906250 Penalty: 4134.730957
	Iteration 9F: 3 clusters Score -514901.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -515295.906250 Penalty: 4134.730957
	Iteration 10Q: 3 clusters Score -515295.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -515702.656250 Penalty: 4134.730957
	Iteration 11Q: 3 clusters Score -515702.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -515902.625000 Penalty: 4134.730957
	Iteration 12Q: 3 clusters Score -515902.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -516014.250000 Penalty: 4134.730957
	Iteration 13Q: 3 clusters Score -516014.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -516080.343750 Penalty: 4134.730957
	Iteration 14Q: 3 clusters Score -516080.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -516146.937500 Penalty: 4134.730957
	Iteration 15Q: 3 clusters Score -516146.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -516198.937500 Penalty: 4134.730957
	Iteration 16Q: 3 clusters Score -516198.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -516251.343750 Penalty: 4134.730957
	Iteration 17Q: 3 clusters Score -516251.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -516289.375000 Penalty: 4134.730957
	Iteration 18Q: 3 clusters Score -516289.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -516326.875000 Penalty: 4134.730957
	Iteration 19Q: 3 clusters Score -516326.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -516355.281250 Penalty: 4134.730957
	Iteration 20F: 3 clusters Score -516355.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -516384.562500 Penalty: 4134.730957
	Iteration 21Q: 3 clusters Score -516384.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -516408.062500 Penalty: 4134.730957
	Iteration 22Q: 3 clusters Score -516408.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -516430.343750 Penalty: 4134.730957
	Iteration 23Q: 3 clusters Score -516430.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -516445.750000 Penalty: 4134.730957
	Iteration 24Q: 3 clusters Score -516445.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -516457.875000 Penalty: 4134.730957
	Iteration 25Q: 3 clusters Score -516457.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -516472.062500 Penalty: 4134.730957
	Iteration 26Q: 3 clusters Score -516472.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -516489.218750 Penalty: 4134.730957
	Iteration 27Q: 3 clusters Score -516489.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -516511.250000 Penalty: 4134.730957
	Iteration 28Q: 3 clusters Score -516511.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -516526.718750 Penalty: 4134.730957
	Iteration 29Q: 3 clusters Score -516526.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -516530.500000 Penalty: 4134.730957
	Iteration 30Q: 3 clusters Score -516530.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -516534.531250 Penalty: 4134.730957
	Iteration 31Q: 3 clusters Score -516534.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -516538.062500 Penalty: 4134.730957
	Iteration 32Q: 3 clusters Score -516538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -516539.750000 Penalty: 4134.730957
	Iteration 33Q: 3 clusters Score -516539.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -516542.093750 Penalty: 4134.730957
	Iteration 34Q: 3 clusters Score -516542.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -516551.187500 Penalty: 4134.730957
	Iteration 35Q: 3 clusters Score -516551.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -516556.906250 Penalty: 4134.730957
	Iteration 36Q: 3 clusters Score -516556.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -516564.875000 Penalty: 4134.730957
	Iteration 37Q: 3 clusters Score -516564.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -516572.187500 Penalty: 4134.730957
	Iteration 38Q: 3 clusters Score -516572.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -516576.468750 Penalty: 4134.730957
	Iteration 39Q: 3 clusters Score -516576.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -516579.812500 Penalty: 4134.730957
	Iteration 40F: 3 clusters Score -516579.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -516581.656250 Penalty: 4134.730957
	Iteration 41Q: 3 clusters Score -516581.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -516583.687500 Penalty: 4134.730957
	Iteration 42Q: 3 clusters Score -516583.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -516585.031250 Penalty: 4134.730957
	Iteration 43Q: 3 clusters Score -516585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -516585.031250 Penalty: 4134.730957
	Iteration 44F: 3 clusters Score -516585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46227 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 156836 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160670 members 
Mstep: Class 10 contains 144005 members 
Mstep: Class 11 contains 11762 members 
Mstep: Class 12 contains 2337 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155514 members 
Mstep: Class 15 contains 77251 members 
Mstep: Class 16 contains 8158 members 
Mstep: Class 17 contains 153810 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 44069 members 
Mstep: Class 20 contains 88549 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 164800 members 
Entering Unmasked Estep 
Score: -161330784.000000 Penalty: 76770.804688
Splitting cluster 12 changes total score from -161332016.000000 to -161330784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -40393.312500 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -40393.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39032.136719 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -39032.14 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39150.625000 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -39150.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39177.062500 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -39177.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39215.800781 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -39215.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39241.511719 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -39241.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39246.203125 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -39246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39253.402344 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -39253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39258.996094 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -39259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39264.523438 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -39264.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39267.402344 Penalty: 2906.950195
	Iteration 9Q: 3 clusters Score -39267.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39272.695312 Penalty: 2906.950195
	Iteration 10Q: 3 clusters Score -39272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39275.925781 Penalty: 2906.950195
	Iteration 11Q: 3 clusters Score -39275.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39279.121094 Penalty: 2906.950195
	Iteration 12Q: 3 clusters Score -39279.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39279.121094 Penalty: 2906.950195
	Iteration 13F: 3 clusters Score -39279.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155514 members 
Entering Unmasked Estep 
Score: -19933630.000000 Penalty: 2964.713623
	Iteration 0F: 2 clusters Score -1.993363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77944 members 
Mstep: Class 2 contains 77570 members 
Entering Unmasked Estep 
Score: -19834932.000000 Penalty: 5929.427246
	Iteration 0F: 3 clusters Score -1.983493e+07 nChanged 74685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -19878016.000000 Penalty: 5929.427246
	Iteration 1F: 3 clusters Score -1.987802e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79864 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -19879058.000000 Penalty: 5929.427246
	Iteration 2Q: 3 clusters Score -1.987906e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -19880296.000000 Penalty: 5929.427246
	Iteration 3Q: 3 clusters Score -1.98803e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82394 members 
Mstep: Class 2 contains 73120 members 
Entering Unmasked Estep 
Score: -19881832.000000 Penalty: 5929.427246
	Iteration 4Q: 3 clusters Score -1.988183e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84392 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -19884288.000000 Penalty: 5929.427246
	Iteration 5Q: 3 clusters Score -1.988429e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87094 members 
Mstep: Class 2 contains 68420 members 
Entering Unmasked Estep 
Score: -19887660.000000 Penalty: 5929.427246
	Iteration 6Q: 3 clusters Score -1.988766e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90581 members 
Mstep: Class 2 contains 64933 members 
Entering Unmasked Estep 
Score: -19892492.000000 Penalty: 5929.427246
	Iteration 7F: 3 clusters Score -1.989249e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94644 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -19898142.000000 Penalty: 5929.427246
	Iteration 8F: 3 clusters Score -1.989814e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98892 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
Score: -19904456.000000 Penalty: 5929.427246
	Iteration 9F: 3 clusters Score -1.990446e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102452 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -19909910.000000 Penalty: 5929.427246
	Iteration 10F: 3 clusters Score -1.990991e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104866 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -19913858.000000 Penalty: 5929.427246
	Iteration 11Q: 3 clusters Score -1.991386e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106462 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -19916272.000000 Penalty: 5929.427246
	Iteration 12Q: 3 clusters Score -1.991627e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107656 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -19917310.000000 Penalty: 5929.427246
	Iteration 13Q: 3 clusters Score -1.991731e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108770 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -19917880.000000 Penalty: 5929.427246
	Iteration 14Q: 3 clusters Score -1.991788e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109751 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -19918248.000000 Penalty: 5929.427246
	Iteration 15Q: 3 clusters Score -1.991825e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110743 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -19918650.000000 Penalty: 5929.427246
	Iteration 16Q: 3 clusters Score -1.991865e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111689 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -19918802.000000 Penalty: 5929.427246
	Iteration 17Q: 3 clusters Score -1.99188e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112566 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -19919004.000000 Penalty: 5929.427246
	Iteration 18Q: 3 clusters Score -1.9919e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113447 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -19919206.000000 Penalty: 5929.427246
	Iteration 19Q: 3 clusters Score -1.991921e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114303 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -19919336.000000 Penalty: 5929.427246
	Iteration 20F: 3 clusters Score -1.991934e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115197 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -19919570.000000 Penalty: 5929.427246
	Iteration 21Q: 3 clusters Score -1.991957e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116026 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -19919782.000000 Penalty: 5929.427246
	Iteration 22Q: 3 clusters Score -1.991978e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116838 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -19919978.000000 Penalty: 5929.427246
	Iteration 23Q: 3 clusters Score -1.991998e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117656 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -19920164.000000 Penalty: 5929.427246
	Iteration 24Q: 3 clusters Score -1.992016e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118537 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -19920398.000000 Penalty: 5929.427246
	Iteration 25Q: 3 clusters Score -1.99204e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119469 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -19920600.000000 Penalty: 5929.427246
	Iteration 26Q: 3 clusters Score -1.99206e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120425 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -19920810.000000 Penalty: 5929.427246
	Iteration 27Q: 3 clusters Score -1.992081e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121346 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -19920952.000000 Penalty: 5929.427246
	Iteration 28Q: 3 clusters Score -1.992095e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122258 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -19921192.000000 Penalty: 5929.427246
	Iteration 29Q: 3 clusters Score -1.992119e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123245 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -19921396.000000 Penalty: 5929.427246
	Iteration 30Q: 3 clusters Score -1.99214e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124221 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -19921634.000000 Penalty: 5929.427246
	Iteration 31Q: 3 clusters Score -1.992163e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125221 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -19921994.000000 Penalty: 5929.427246
	Iteration 32Q: 3 clusters Score -1.992199e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126358 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -19922324.000000 Penalty: 5929.427246
	Iteration 33Q: 3 clusters Score -1.992232e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127532 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -19922706.000000 Penalty: 5929.427246
	Iteration 34Q: 3 clusters Score -1.992271e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128711 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -19923146.000000 Penalty: 5929.427246
	Iteration 35Q: 3 clusters Score -1.992315e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129966 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -19923418.000000 Penalty: 5929.427246
	Iteration 36Q: 3 clusters Score -1.992342e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131233 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -19923876.000000 Penalty: 5929.427246
	Iteration 37Q: 3 clusters Score -1.992388e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132541 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -19924384.000000 Penalty: 5929.427246
	Iteration 38Q: 3 clusters Score -1.992438e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133871 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -19924836.000000 Penalty: 5929.427246
	Iteration 39Q: 3 clusters Score -1.992484e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135250 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -19925426.000000 Penalty: 5929.427246
	Iteration 40F: 3 clusters Score -1.992543e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136660 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -19926112.000000 Penalty: 5929.427246
	Iteration 41Q: 3 clusters Score -1.992611e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138036 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -19926650.000000 Penalty: 5929.427246
	Iteration 42Q: 3 clusters Score -1.992665e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139351 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -19927154.000000 Penalty: 5929.427246
	Iteration 43Q: 3 clusters Score -1.992715e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140714 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -19927612.000000 Penalty: 5929.427246
	Iteration 44Q: 3 clusters Score -1.992761e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142048 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -19928134.000000 Penalty: 5929.427246
	Iteration 45Q: 3 clusters Score -1.992813e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143347 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -19928454.000000 Penalty: 5929.427246
	Iteration 46Q: 3 clusters Score -1.992845e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144542 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -19928900.000000 Penalty: 5929.427246
	Iteration 47Q: 3 clusters Score -1.99289e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145649 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -19929314.000000 Penalty: 5929.427246
	Iteration 48Q: 3 clusters Score -1.992931e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146679 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -19929636.000000 Penalty: 5929.427246
	Iteration 49Q: 3 clusters Score -1.992964e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147609 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -19929898.000000 Penalty: 5929.427246
	Iteration 50Q: 3 clusters Score -1.99299e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148459 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -19930262.000000 Penalty: 5929.427246
	Iteration 51Q: 3 clusters Score -1.993026e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149210 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -19930396.000000 Penalty: 5929.427246
	Iteration 52Q: 3 clusters Score -1.99304e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149875 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -19930544.000000 Penalty: 5929.427246
	Iteration 53Q: 3 clusters Score -1.993054e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150442 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -19930740.000000 Penalty: 5929.427246
	Iteration 54Q: 3 clusters Score -1.993074e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150915 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -19930900.000000 Penalty: 5929.427246
	Iteration 55Q: 3 clusters Score -1.99309e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151332 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -19930980.000000 Penalty: 5929.427246
	Iteration 56Q: 3 clusters Score -1.993098e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151682 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -19931060.000000 Penalty: 5929.427246
	Iteration 57Q: 3 clusters Score -1.993106e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151979 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -19931124.000000 Penalty: 5929.427246
	Iteration 58Q: 3 clusters Score -1.993112e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152202 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -19931114.000000 Penalty: 5929.427246
	Iteration 59Q: 3 clusters Score -1.993111e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152404 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -19931188.000000 Penalty: 5929.427246
	Iteration 60F: 3 clusters Score -1.993119e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152582 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -19931218.000000 Penalty: 5929.427246
	Iteration 61Q: 3 clusters Score -1.993122e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152729 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -19931262.000000 Penalty: 5929.427246
	Iteration 62Q: 3 clusters Score -1.993126e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152854 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -19931302.000000 Penalty: 5929.427246
	Iteration 63Q: 3 clusters Score -1.99313e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152969 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -19931320.000000 Penalty: 5929.427246
	Iteration 64Q: 3 clusters Score -1.993132e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153074 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -19931368.000000 Penalty: 5929.427246
	Iteration 65Q: 3 clusters Score -1.993137e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153160 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -19931408.000000 Penalty: 5929.427246
	Iteration 66Q: 3 clusters Score -1.993141e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153232 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -19931406.000000 Penalty: 5929.427246
	Iteration 67Q: 3 clusters Score -1.993141e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153301 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -19931432.000000 Penalty: 5929.427246
	Iteration 68Q: 3 clusters Score -1.993143e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153362 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -19931452.000000 Penalty: 5929.427246
	Iteration 69Q: 3 clusters Score -1.993145e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153411 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -19931478.000000 Penalty: 5929.427246
	Iteration 70Q: 3 clusters Score -1.993148e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153454 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -19931496.000000 Penalty: 5929.427246
	Iteration 71Q: 3 clusters Score -1.99315e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153489 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -19931480.000000 Penalty: 5929.427246
	Iteration 72Q: 3 clusters Score -1.993148e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153517 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -19931480.000000 Penalty: 5929.427246
	Iteration 73Q: 3 clusters Score -1.993148e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153546 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -19931478.000000 Penalty: 5929.427246
	Iteration 74Q: 3 clusters Score -1.993148e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153574 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -19931506.000000 Penalty: 5929.427246
	Iteration 75Q: 3 clusters Score -1.993151e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153607 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -19931520.000000 Penalty: 5929.427246
	Iteration 76Q: 3 clusters Score -1.993152e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153639 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -19931496.000000 Penalty: 5929.427246
	Iteration 77Q: 3 clusters Score -1.99315e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153673 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -19931512.000000 Penalty: 5929.427246
	Iteration 78Q: 3 clusters Score -1.993151e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153705 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -19931512.000000 Penalty: 5929.427246
	Iteration 79Q: 3 clusters Score -1.993151e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153737 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -19931520.000000 Penalty: 5929.427246
	Iteration 80F: 3 clusters Score -1.993152e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153759 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -19931524.000000 Penalty: 5929.427246
	Iteration 81Q: 3 clusters Score -1.993152e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153786 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -19931518.000000 Penalty: 5929.427246
	Iteration 82Q: 3 clusters Score -1.993152e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153810 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -19931524.000000 Penalty: 5929.427246
	Iteration 83Q: 3 clusters Score -1.993152e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153827 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -19931524.000000 Penalty: 5929.427246
	Iteration 84Q: 3 clusters Score -1.993152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153840 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -19931528.000000 Penalty: 5929.427246
	Iteration 85Q: 3 clusters Score -1.993153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153851 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -19931538.000000 Penalty: 5929.427246
	Iteration 86Q: 3 clusters Score -1.993154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153859 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -19931540.000000 Penalty: 5929.427246
	Iteration 87Q: 3 clusters Score -1.993154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -19931538.000000 Penalty: 5929.427246
	Iteration 88Q: 3 clusters Score -1.993154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153868 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -19931518.000000 Penalty: 5929.427246
	Iteration 89Q: 3 clusters Score -1.993152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153870 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -19931520.000000 Penalty: 5929.427246
	Iteration 90Q: 3 clusters Score -1.993152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153868 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -19931520.000000 Penalty: 5929.427246
	Iteration 91Q: 3 clusters Score -1.993152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153868 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -19931526.000000 Penalty: 5929.427246
	Iteration 92Q: 3 clusters Score -1.993153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -19931526.000000 Penalty: 5929.427246
	Iteration 93Q: 3 clusters Score -1.993153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153868 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -19931530.000000 Penalty: 5929.427246
	Iteration 94Q: 3 clusters Score -1.993153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153868 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -19931530.000000 Penalty: 5929.427246
	Iteration 95Q: 3 clusters Score -1.993153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -19931526.000000 Penalty: 5929.427246
	Iteration 96Q: 3 clusters Score -1.993153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153867 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -19931526.000000 Penalty: 5929.427246
	Iteration 97F: 3 clusters Score -1.993153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (77251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Entering Unmasked Estep 
Score: -9571380.000000 Penalty: 2791.194092
	Iteration 0F: 2 clusters Score -9571380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -9519717.000000 Penalty: 5582.388184
	Iteration 0F: 3 clusters Score -9519717 nChanged 36257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -9540474.000000 Penalty: 5582.388184
	Iteration 1F: 3 clusters Score -9540474 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -9541501.000000 Penalty: 5582.388184
	Iteration 2Q: 3 clusters Score -9541501 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -9542888.000000 Penalty: 5582.388184
	Iteration 3Q: 3 clusters Score -9542888 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -9544497.000000 Penalty: 5582.388184
	Iteration 4Q: 3 clusters Score -9544497 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -9546654.000000 Penalty: 5582.388184
	Iteration 5F: 3 clusters Score -9546654 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -9549578.000000 Penalty: 5582.388184
	Iteration 6F: 3 clusters Score -9549578 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -9552854.000000 Penalty: 5582.388184
	Iteration 7F: 3 clusters Score -9552854 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -9556240.000000 Penalty: 5582.388184
	Iteration 8F: 3 clusters Score -9556240 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -9559300.000000 Penalty: 5582.388184
	Iteration 9F: 3 clusters Score -9559300 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -9561757.000000 Penalty: 5582.388184
	Iteration 10Q: 3 clusters Score -9561757 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -9563719.000000 Penalty: 5582.388184
	Iteration 11Q: 3 clusters Score -9563719 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -9565036.000000 Penalty: 5582.388184
	Iteration 12Q: 3 clusters Score -9565036 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -9565941.000000 Penalty: 5582.388184
	Iteration 13Q: 3 clusters Score -9565941 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -9566640.000000 Penalty: 5582.388184
	Iteration 14Q: 3 clusters Score -9566640 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -9567202.000000 Penalty: 5582.388184
	Iteration 15Q: 3 clusters Score -9567202 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -9567653.000000 Penalty: 5582.388184
	Iteration 16Q: 3 clusters Score -9567653 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -9568003.000000 Penalty: 5582.388184
	Iteration 17Q: 3 clusters Score -9568003 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -9568339.000000 Penalty: 5582.388184
	Iteration 18Q: 3 clusters Score -9568339 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -9568608.000000 Penalty: 5582.388184
	Iteration 19Q: 3 clusters Score -9568608 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -9568816.000000 Penalty: 5582.388184
	Iteration 20F: 3 clusters Score -9568816 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65999 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -9568996.000000 Penalty: 5582.388184
	Iteration 21Q: 3 clusters Score -9568996 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66599 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -9569161.000000 Penalty: 5582.388184
	Iteration 22Q: 3 clusters Score -9569161 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -9569332.000000 Penalty: 5582.388184
	Iteration 23Q: 3 clusters Score -9569332 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -9569431.000000 Penalty: 5582.388184
	Iteration 24Q: 3 clusters Score -9569431 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68086 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -9569523.000000 Penalty: 5582.388184
	Iteration 25Q: 3 clusters Score -9569523 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68458 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -9569584.000000 Penalty: 5582.388184
	Iteration 26Q: 3 clusters Score -9569584 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -9569657.000000 Penalty: 5582.388184
	Iteration 27Q: 3 clusters Score -9569657 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69042 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -9569702.000000 Penalty: 5582.388184
	Iteration 28Q: 3 clusters Score -9569702 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69268 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -9569728.000000 Penalty: 5582.388184
	Iteration 29Q: 3 clusters Score -9569728 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69443 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -9569771.000000 Penalty: 5582.388184
	Iteration 30Q: 3 clusters Score -9569771 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69589 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -9569763.000000 Penalty: 5582.388184
	Iteration 31Q: 3 clusters Score -9569763 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -9569787.000000 Penalty: 5582.388184
	Iteration 32Q: 3 clusters Score -9569787 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -9569793.000000 Penalty: 5582.388184
	Iteration 33Q: 3 clusters Score -9569793 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -9569808.000000 Penalty: 5582.388184
	Iteration 34Q: 3 clusters Score -9569808 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70057 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -9569820.000000 Penalty: 5582.388184
	Iteration 35Q: 3 clusters Score -9569820 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -9569835.000000 Penalty: 5582.388184
	Iteration 36Q: 3 clusters Score -9569835 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -9569851.000000 Penalty: 5582.388184
	Iteration 37Q: 3 clusters Score -9569851 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70316 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -9569874.000000 Penalty: 5582.388184
	Iteration 38Q: 3 clusters Score -9569874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -9569883.000000 Penalty: 5582.388184
	Iteration 39Q: 3 clusters Score -9569883 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70422 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -9569888.000000 Penalty: 5582.388184
	Iteration 40F: 3 clusters Score -9569888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70472 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -9569914.000000 Penalty: 5582.388184
	Iteration 41Q: 3 clusters Score -9569914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70510 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -9569907.000000 Penalty: 5582.388184
	Iteration 42Q: 3 clusters Score -9569907 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -9569903.000000 Penalty: 5582.388184
	Iteration 43Q: 3 clusters Score -9569903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70572 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -9569900.000000 Penalty: 5582.388184
	Iteration 44Q: 3 clusters Score -9569900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -9569901.000000 Penalty: 5582.388184
	Iteration 45Q: 3 clusters Score -9569901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70611 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -9569905.000000 Penalty: 5582.388184
	Iteration 46Q: 3 clusters Score -9569905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70626 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -9569909.000000 Penalty: 5582.388184
	Iteration 47Q: 3 clusters Score -9569909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70636 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -9569920.000000 Penalty: 5582.388184
	Iteration 48Q: 3 clusters Score -9569920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70642 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -9569919.000000 Penalty: 5582.388184
	Iteration 49Q: 3 clusters Score -9569919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -9569921.000000 Penalty: 5582.388184
	Iteration 50Q: 3 clusters Score -9569921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -9569920.000000 Penalty: 5582.388184
	Iteration 51Q: 3 clusters Score -9569920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -9569916.000000 Penalty: 5582.388184
	Iteration 52Q: 3 clusters Score -9569916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -9569916.000000 Penalty: 5582.388184
	Iteration 53F: 3 clusters Score -9569916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Entering Unmasked Estep 
Score: -984143.062500 Penalty: 2233.675049
	Iteration 0F: 2 clusters Score -984143.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -977650.375000 Penalty: 4467.350098
	Iteration 0F: 3 clusters Score -977650.4 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -979594.937500 Penalty: 4467.350098
	Iteration 1F: 3 clusters Score -979594.9 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -980207.187500 Penalty: 4467.350098
	Iteration 2F: 3 clusters Score -980207.2 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -980872.875000 Penalty: 4467.350098
	Iteration 3F: 3 clusters Score -980872.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -981454.937500 Penalty: 4467.350098
	Iteration 4F: 3 clusters Score -981454.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -981933.000000 Penalty: 4467.350098
	Iteration 5F: 3 clusters Score -981933 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -982284.750000 Penalty: 4467.350098
	Iteration 6F: 3 clusters Score -982284.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -982510.250000 Penalty: 4467.350098
	Iteration 7Q: 3 clusters Score -982510.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -982666.687500 Penalty: 4467.350098
	Iteration 8Q: 3 clusters Score -982666.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -982775.500000 Penalty: 4467.350098
	Iteration 9Q: 3 clusters Score -982775.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -982854.562500 Penalty: 4467.350098
	Iteration 10Q: 3 clusters Score -982854.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -982911.187500 Penalty: 4467.350098
	Iteration 11Q: 3 clusters Score -982911.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -982953.687500 Penalty: 4467.350098
	Iteration 12Q: 3 clusters Score -982953.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -982994.062500 Penalty: 4467.350098
	Iteration 13Q: 3 clusters Score -982994.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -983018.687500 Penalty: 4467.350098
	Iteration 14Q: 3 clusters Score -983018.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -983046.062500 Penalty: 4467.350098
	Iteration 15Q: 3 clusters Score -983046.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -983069.187500 Penalty: 4467.350098
	Iteration 16Q: 3 clusters Score -983069.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -983092.375000 Penalty: 4467.350098
	Iteration 17Q: 3 clusters Score -983092.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -983115.687500 Penalty: 4467.350098
	Iteration 18Q: 3 clusters Score -983115.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -983130.000000 Penalty: 4467.350098
	Iteration 19Q: 3 clusters Score -983130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -983145.375000 Penalty: 4467.350098
	Iteration 20F: 3 clusters Score -983145.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -983159.000000 Penalty: 4467.350098
	Iteration 21Q: 3 clusters Score -983159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -983166.562500 Penalty: 4467.350098
	Iteration 22Q: 3 clusters Score -983166.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -983173.500000 Penalty: 4467.350098
	Iteration 23Q: 3 clusters Score -983173.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -983181.312500 Penalty: 4467.350098
	Iteration 24Q: 3 clusters Score -983181.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -983192.437500 Penalty: 4467.350098
	Iteration 25Q: 3 clusters Score -983192.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -983200.812500 Penalty: 4467.350098
	Iteration 26Q: 3 clusters Score -983200.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -983207.750000 Penalty: 4467.350098
	Iteration 27Q: 3 clusters Score -983207.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -983211.000000 Penalty: 4467.350098
	Iteration 28Q: 3 clusters Score -983211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -983217.812500 Penalty: 4467.350098
	Iteration 29Q: 3 clusters Score -983217.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -983221.562500 Penalty: 4467.350098
	Iteration 30Q: 3 clusters Score -983221.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -983224.812500 Penalty: 4467.350098
	Iteration 31Q: 3 clusters Score -983224.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -983228.500000 Penalty: 4467.350098
	Iteration 32Q: 3 clusters Score -983228.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -983232.812500 Penalty: 4467.350098
	Iteration 33Q: 3 clusters Score -983232.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -983238.812500 Penalty: 4467.350098
	Iteration 34Q: 3 clusters Score -983238.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -983242.437500 Penalty: 4467.350098
	Iteration 35Q: 3 clusters Score -983242.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -983249.562500 Penalty: 4467.350098
	Iteration 36Q: 3 clusters Score -983249.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -983253.250000 Penalty: 4467.350098
	Iteration 37Q: 3 clusters Score -983253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -983256.375000 Penalty: 4467.350098
	Iteration 38Q: 3 clusters Score -983256.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -983259.625000 Penalty: 4467.350098
	Iteration 39Q: 3 clusters Score -983259.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -983260.937500 Penalty: 4467.350098
	Iteration 40F: 3 clusters Score -983260.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -983261.875000 Penalty: 4467.350098
	Iteration 41Q: 3 clusters Score -983261.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -983267.437500 Penalty: 4467.350098
	Iteration 42Q: 3 clusters Score -983267.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -983273.250000 Penalty: 4467.350098
	Iteration 43Q: 3 clusters Score -983273.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -983275.687500 Penalty: 4467.350098
	Iteration 44Q: 3 clusters Score -983275.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -983280.125000 Penalty: 4467.350098
	Iteration 45Q: 3 clusters Score -983280.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -983280.875000 Penalty: 4467.350098
	Iteration 46Q: 3 clusters Score -983280.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -983282.437500 Penalty: 4467.350098
	Iteration 47Q: 3 clusters Score -983282.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -983283.625000 Penalty: 4467.350098
	Iteration 48Q: 3 clusters Score -983283.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -983283.250000 Penalty: 4467.350098
	Iteration 49Q: 3 clusters Score -983283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -983283.750000 Penalty: 4467.350098
	Iteration 50Q: 3 clusters Score -983283.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -983284.687500 Penalty: 4467.350098
	Iteration 51Q: 3 clusters Score -983284.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -983284.687500 Penalty: 4467.350098
	Iteration 52F: 3 clusters Score -983284.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (153810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153810 members 
Entering Unmasked Estep 
Score: -19810866.000000 Penalty: 2961.981445
	Iteration 0F: 2 clusters Score -1.981087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -19713836.000000 Penalty: 5923.962891
	Iteration 0F: 3 clusters Score -1.971384e+07 nChanged 73566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82049 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -19756510.000000 Penalty: 5923.962891
	Iteration 1F: 3 clusters Score -1.975651e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85437 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -19758154.000000 Penalty: 5923.962891
	Iteration 2Q: 3 clusters Score -1.975815e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90593 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -19760606.000000 Penalty: 5923.962891
	Iteration 3Q: 3 clusters Score -1.976061e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97960 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -19764854.000000 Penalty: 5923.962891
	Iteration 4F: 3 clusters Score -1.976485e+07 nChanged 10861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107703 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -19771562.000000 Penalty: 5923.962891
	Iteration 5F: 3 clusters Score -1.977156e+07 nChanged 12133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118984 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -19780846.000000 Penalty: 5923.962891
	Iteration 6F: 3 clusters Score -1.978085e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129763 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -19790246.000000 Penalty: 5923.962891
	Iteration 7F: 3 clusters Score -1.979025e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138199 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -19797846.000000 Penalty: 5923.962891
	Iteration 8F: 3 clusters Score -1.979785e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143602 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -19802482.000000 Penalty: 5923.962891
	Iteration 9Q: 3 clusters Score -1.980248e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146763 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -19805296.000000 Penalty: 5923.962891
	Iteration 10Q: 3 clusters Score -1.98053e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148717 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -19807018.000000 Penalty: 5923.962891
	Iteration 11Q: 3 clusters Score -1.980702e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149937 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -19807806.000000 Penalty: 5923.962891
	Iteration 12Q: 3 clusters Score -1.980781e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150718 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -19808204.000000 Penalty: 5923.962891
	Iteration 13Q: 3 clusters Score -1.98082e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151244 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -19808488.000000 Penalty: 5923.962891
	Iteration 14Q: 3 clusters Score -1.980849e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151647 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -19808642.000000 Penalty: 5923.962891
	Iteration 15Q: 3 clusters Score -1.980864e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151918 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -19808720.000000 Penalty: 5923.962891
	Iteration 16Q: 3 clusters Score -1.980872e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152108 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -19808798.000000 Penalty: 5923.962891
	Iteration 17Q: 3 clusters Score -1.98088e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152249 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -19808820.000000 Penalty: 5923.962891
	Iteration 18Q: 3 clusters Score -1.980882e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152354 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -19808798.000000 Penalty: 5923.962891
	Iteration 19Q: 3 clusters Score -1.98088e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152449 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -19808840.000000 Penalty: 5923.962891
	Iteration 20F: 3 clusters Score -1.980884e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152520 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -19808834.000000 Penalty: 5923.962891
	Iteration 21Q: 3 clusters Score -1.980883e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152573 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -19808828.000000 Penalty: 5923.962891
	Iteration 22Q: 3 clusters Score -1.980883e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152619 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -19808842.000000 Penalty: 5923.962891
	Iteration 23Q: 3 clusters Score -1.980884e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152652 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -19808872.000000 Penalty: 5923.962891
	Iteration 24Q: 3 clusters Score -1.980887e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152686 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -19808870.000000 Penalty: 5923.962891
	Iteration 25Q: 3 clusters Score -1.980887e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152710 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -19808878.000000 Penalty: 5923.962891
	Iteration 26Q: 3 clusters Score -1.980888e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152736 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -19808870.000000 Penalty: 5923.962891
	Iteration 27Q: 3 clusters Score -1.980887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152757 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -19808874.000000 Penalty: 5923.962891
	Iteration 28Q: 3 clusters Score -1.980887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152774 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -19808894.000000 Penalty: 5923.962891
	Iteration 29Q: 3 clusters Score -1.980889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152789 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -19808906.000000 Penalty: 5923.962891
	Iteration 30Q: 3 clusters Score -1.980891e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152807 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -19808926.000000 Penalty: 5923.962891
	Iteration 31Q: 3 clusters Score -1.980893e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152820 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -19808912.000000 Penalty: 5923.962891
	Iteration 32Q: 3 clusters Score -1.980891e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152830 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -19808906.000000 Penalty: 5923.962891
	Iteration 33Q: 3 clusters Score -1.980891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152837 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -19808924.000000 Penalty: 5923.962891
	Iteration 34Q: 3 clusters Score -1.980892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152846 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -19808916.000000 Penalty: 5923.962891
	Iteration 35Q: 3 clusters Score -1.980892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152847 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -19808928.000000 Penalty: 5923.962891
	Iteration 36Q: 3 clusters Score -1.980893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152847 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -19808928.000000 Penalty: 5923.962891
	Iteration 37F: 3 clusters Score -1.980893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -38932.289062 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -38932.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37650.160156 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -37650.16 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38221.941406 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -38221.94 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38805.859375 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -38805.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39362.324219 Penalty: 2992.410889
	Iteration 3F: 3 clusters Score -39362.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39461.640625 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -39461.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39514.554688 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -39514.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39543.039062 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -39543.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39556.417969 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -39556.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39563.500000 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -39563.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39563.500000 Penalty: 2992.410889
	Iteration 9F: 3 clusters Score -39563.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46227 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 156836 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160670 members 
Mstep: Class 10 contains 144005 members 
Mstep: Class 11 contains 11762 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155514 members 
Mstep: Class 15 contains 77251 members 
Mstep: Class 16 contains 8158 members 
Mstep: Class 17 contains 153810 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 44069 members 
Mstep: Class 20 contains 88549 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 164800 members 
Entering Unmasked Estep 
Score: -161330352.000000 Penalty: 76770.804688
Splitting cluster 18 changes total score from -161332016.000000 to -161330352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (44069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Entering Unmasked Estep 
Score: -5628014.000000 Penalty: 2651.990967
	Iteration 0F: 2 clusters Score -5628014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -5598300.500000 Penalty: 5303.981934
	Iteration 0F: 3 clusters Score -5598300 nChanged 20202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -5609476.500000 Penalty: 5303.981934
	Iteration 1F: 3 clusters Score -5609476 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -5610007.500000 Penalty: 5303.981934
	Iteration 2Q: 3 clusters Score -5610008 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -5610576.500000 Penalty: 5303.981934
	Iteration 3Q: 3 clusters Score -5610576 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -5611122.500000 Penalty: 5303.981934
	Iteration 4Q: 3 clusters Score -5611122 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -5611712.500000 Penalty: 5303.981934
	Iteration 5Q: 3 clusters Score -5611712 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -5612596.500000 Penalty: 5303.981934
	Iteration 6Q: 3 clusters Score -5612596 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -5613702.000000 Penalty: 5303.981934
	Iteration 7F: 3 clusters Score -5613702 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -5615580.000000 Penalty: 5303.981934
	Iteration 8F: 3 clusters Score -5615580 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -5617832.500000 Penalty: 5303.981934
	Iteration 9F: 3 clusters Score -5617832 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -5620329.500000 Penalty: 5303.981934
	Iteration 10F: 3 clusters Score -5620330 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -5622517.500000 Penalty: 5303.981934
	Iteration 11F: 3 clusters Score -5622518 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5624024.500000 Penalty: 5303.981934
	Iteration 12Q: 3 clusters Score -5624024 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5624890.500000 Penalty: 5303.981934
	Iteration 13Q: 3 clusters Score -5624890 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5625303.000000 Penalty: 5303.981934
	Iteration 14Q: 3 clusters Score -5625303 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5625489.500000 Penalty: 5303.981934
	Iteration 15Q: 3 clusters Score -5625490 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5625598.500000 Penalty: 5303.981934
	Iteration 16Q: 3 clusters Score -5625598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5625641.500000 Penalty: 5303.981934
	Iteration 17Q: 3 clusters Score -5625642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5625682.000000 Penalty: 5303.981934
	Iteration 18Q: 3 clusters Score -5625682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5625705.500000 Penalty: 5303.981934
	Iteration 19Q: 3 clusters Score -5625706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5625714.500000 Penalty: 5303.981934
	Iteration 20F: 3 clusters Score -5625714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5625737.000000 Penalty: 5303.981934
	Iteration 21Q: 3 clusters Score -5625737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5625738.500000 Penalty: 5303.981934
	Iteration 22Q: 3 clusters Score -5625738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5625743.000000 Penalty: 5303.981934
	Iteration 23Q: 3 clusters Score -5625743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5625743.500000 Penalty: 5303.981934
	Iteration 24Q: 3 clusters Score -5625744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5625750.500000 Penalty: 5303.981934
	Iteration 25Q: 3 clusters Score -5625750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5625748.000000 Penalty: 5303.981934
	Iteration 26Q: 3 clusters Score -5625748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5625748.000000 Penalty: 5303.981934
	Iteration 27F: 3 clusters Score -5625748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (88549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88549 members 
Entering Unmasked Estep 
Score: -11330697.000000 Penalty: 2825.045410
	Iteration 0F: 2 clusters Score -1.13307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -11271299.000000 Penalty: 5650.090820
	Iteration 0F: 3 clusters Score -1.12713e+07 nChanged 41846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -11295129.000000 Penalty: 5650.090820
	Iteration 1F: 3 clusters Score -1.129513e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -11295653.000000 Penalty: 5650.090820
	Iteration 2Q: 3 clusters Score -1.129565e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -11296311.000000 Penalty: 5650.090820
	Iteration 3Q: 3 clusters Score -1.129631e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -11297170.000000 Penalty: 5650.090820
	Iteration 4Q: 3 clusters Score -1.129717e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -11298189.000000 Penalty: 5650.090820
	Iteration 5Q: 3 clusters Score -1.129819e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -11299883.000000 Penalty: 5650.090820
	Iteration 6Q: 3 clusters Score -1.129988e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -11302528.000000 Penalty: 5650.090820
	Iteration 7F: 3 clusters Score -1.130253e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -11306629.000000 Penalty: 5650.090820
	Iteration 8F: 3 clusters Score -1.130663e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -11312033.000000 Penalty: 5650.090820
	Iteration 9F: 3 clusters Score -1.131203e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -11317115.000000 Penalty: 5650.090820
	Iteration 10F: 3 clusters Score -1.131712e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66009 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -11320437.000000 Penalty: 5650.090820
	Iteration 11F: 3 clusters Score -1.132044e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -11322135.000000 Penalty: 5650.090820
	Iteration 12Q: 3 clusters Score -1.132214e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -11323006.000000 Penalty: 5650.090820
	Iteration 13Q: 3 clusters Score -1.132301e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -11323698.000000 Penalty: 5650.090820
	Iteration 14Q: 3 clusters Score -1.13237e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72189 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -11324346.000000 Penalty: 5650.090820
	Iteration 15Q: 3 clusters Score -1.132435e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -11324830.000000 Penalty: 5650.090820
	Iteration 16Q: 3 clusters Score -1.132483e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74382 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -11325337.000000 Penalty: 5650.090820
	Iteration 17Q: 3 clusters Score -1.132534e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75329 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -11325707.000000 Penalty: 5650.090820
	Iteration 18Q: 3 clusters Score -1.132571e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -11326042.000000 Penalty: 5650.090820
	Iteration 19Q: 3 clusters Score -1.132604e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -11326321.000000 Penalty: 5650.090820
	Iteration 20F: 3 clusters Score -1.132632e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77650 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -11326539.000000 Penalty: 5650.090820
	Iteration 21Q: 3 clusters Score -1.132654e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -11326774.000000 Penalty: 5650.090820
	Iteration 22Q: 3 clusters Score -1.132677e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -11326984.000000 Penalty: 5650.090820
	Iteration 23Q: 3 clusters Score -1.132698e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79519 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -11327148.000000 Penalty: 5650.090820
	Iteration 24Q: 3 clusters Score -1.132715e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80060 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -11327251.000000 Penalty: 5650.090820
	Iteration 25Q: 3 clusters Score -1.132725e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80557 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -11327435.000000 Penalty: 5650.090820
	Iteration 26Q: 3 clusters Score -1.132744e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -11327508.000000 Penalty: 5650.090820
	Iteration 27Q: 3 clusters Score -1.132751e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81380 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -11327636.000000 Penalty: 5650.090820
	Iteration 28Q: 3 clusters Score -1.132764e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -11327740.000000 Penalty: 5650.090820
	Iteration 29Q: 3 clusters Score -1.132774e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -11327793.000000 Penalty: 5650.090820
	Iteration 30Q: 3 clusters Score -1.132779e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -11327820.000000 Penalty: 5650.090820
	Iteration 31Q: 3 clusters Score -1.132782e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -11327845.000000 Penalty: 5650.090820
	Iteration 32Q: 3 clusters Score -1.132784e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82703 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -11327883.000000 Penalty: 5650.090820
	Iteration 33Q: 3 clusters Score -1.132788e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82939 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -11327946.000000 Penalty: 5650.090820
	Iteration 34Q: 3 clusters Score -1.132795e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -11328028.000000 Penalty: 5650.090820
	Iteration 35Q: 3 clusters Score -1.132803e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83416 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -11328073.000000 Penalty: 5650.090820
	Iteration 36Q: 3 clusters Score -1.132807e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -11328082.000000 Penalty: 5650.090820
	Iteration 37Q: 3 clusters Score -1.132808e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83864 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -11328166.000000 Penalty: 5650.090820
	Iteration 38Q: 3 clusters Score -1.132817e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -11328215.000000 Penalty: 5650.090820
	Iteration 39Q: 3 clusters Score -1.132822e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -11328249.000000 Penalty: 5650.090820
	Iteration 40F: 3 clusters Score -1.132825e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -11328318.000000 Penalty: 5650.090820
	Iteration 41Q: 3 clusters Score -1.132832e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84568 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -11328368.000000 Penalty: 5650.090820
	Iteration 42Q: 3 clusters Score -1.132837e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84700 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -11328409.000000 Penalty: 5650.090820
	Iteration 43Q: 3 clusters Score -1.132841e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -11328465.000000 Penalty: 5650.090820
	Iteration 44Q: 3 clusters Score -1.132846e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84931 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -11328490.000000 Penalty: 5650.090820
	Iteration 45Q: 3 clusters Score -1.132849e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85042 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -11328512.000000 Penalty: 5650.090820
	Iteration 46Q: 3 clusters Score -1.132851e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -11328520.000000 Penalty: 5650.090820
	Iteration 47Q: 3 clusters Score -1.132852e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -11328553.000000 Penalty: 5650.090820
	Iteration 48Q: 3 clusters Score -1.132855e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -11328602.000000 Penalty: 5650.090820
	Iteration 49Q: 3 clusters Score -1.13286e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85447 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -11328587.000000 Penalty: 5650.090820
	Iteration 50Q: 3 clusters Score -1.132859e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85528 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -11328605.000000 Penalty: 5650.090820
	Iteration 51Q: 3 clusters Score -1.13286e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -11328631.000000 Penalty: 5650.090820
	Iteration 52Q: 3 clusters Score -1.132863e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85674 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -11328642.000000 Penalty: 5650.090820
	Iteration 53Q: 3 clusters Score -1.132864e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85733 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -11328645.000000 Penalty: 5650.090820
	Iteration 54Q: 3 clusters Score -1.132864e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85785 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -11328651.000000 Penalty: 5650.090820
	Iteration 55Q: 3 clusters Score -1.132865e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -11328675.000000 Penalty: 5650.090820
	Iteration 56Q: 3 clusters Score -1.132868e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85863 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -11328678.000000 Penalty: 5650.090820
	Iteration 57Q: 3 clusters Score -1.132868e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85894 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -11328674.000000 Penalty: 5650.090820
	Iteration 58Q: 3 clusters Score -1.132867e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85926 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -11328664.000000 Penalty: 5650.090820
	Iteration 59Q: 3 clusters Score -1.132866e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85964 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -11328670.000000 Penalty: 5650.090820
	Iteration 60F: 3 clusters Score -1.132867e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86005 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -11328691.000000 Penalty: 5650.090820
	Iteration 61Q: 3 clusters Score -1.132869e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86048 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -11328716.000000 Penalty: 5650.090820
	Iteration 62Q: 3 clusters Score -1.132872e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86076 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -11328715.000000 Penalty: 5650.090820
	Iteration 63Q: 3 clusters Score -1.132872e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86101 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -11328720.000000 Penalty: 5650.090820
	Iteration 64Q: 3 clusters Score -1.132872e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86123 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -11328708.000000 Penalty: 5650.090820
	Iteration 65Q: 3 clusters Score -1.132871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86139 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -11328709.000000 Penalty: 5650.090820
	Iteration 66Q: 3 clusters Score -1.132871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -11328703.000000 Penalty: 5650.090820
	Iteration 67Q: 3 clusters Score -1.13287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -11328718.000000 Penalty: 5650.090820
	Iteration 68Q: 3 clusters Score -1.132872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86186 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -11328732.000000 Penalty: 5650.090820
	Iteration 69Q: 3 clusters Score -1.132873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -11328740.000000 Penalty: 5650.090820
	Iteration 70Q: 3 clusters Score -1.132874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -11328740.000000 Penalty: 5650.090820
	Iteration 71Q: 3 clusters Score -1.132874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86215 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -11328737.000000 Penalty: 5650.090820
	Iteration 72Q: 3 clusters Score -1.132874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86220 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -11328730.000000 Penalty: 5650.090820
	Iteration 73Q: 3 clusters Score -1.132873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -11328728.000000 Penalty: 5650.090820
	Iteration 74Q: 3 clusters Score -1.132873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86238 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -11328731.000000 Penalty: 5650.090820
	Iteration 75Q: 3 clusters Score -1.132873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86248 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -11328726.000000 Penalty: 5650.090820
	Iteration 76Q: 3 clusters Score -1.132873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -11328733.000000 Penalty: 5650.090820
	Iteration 77Q: 3 clusters Score -1.132873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86278 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -11328724.000000 Penalty: 5650.090820
	Iteration 78Q: 3 clusters Score -1.132872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86292 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -11328735.000000 Penalty: 5650.090820
	Iteration 79Q: 3 clusters Score -1.132874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86300 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -11328728.000000 Penalty: 5650.090820
	Iteration 80F: 3 clusters Score -1.132873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86307 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -11328728.000000 Penalty: 5650.090820
	Iteration 81Q: 3 clusters Score -1.132873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86310 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -11328726.000000 Penalty: 5650.090820
	Iteration 82Q: 3 clusters Score -1.132873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86313 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -11328733.000000 Penalty: 5650.090820
	Iteration 83Q: 3 clusters Score -1.132873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86317 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -11328727.000000 Penalty: 5650.090820
	Iteration 84Q: 3 clusters Score -1.132873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -11328730.000000 Penalty: 5650.090820
	Iteration 85Q: 3 clusters Score -1.132873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -11328730.000000 Penalty: 5650.090820
	Iteration 86F: 3 clusters Score -1.132873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (164800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164800 members 
Entering Unmasked Estep 
Score: -20945412.000000 Penalty: 2979.097168
	Iteration 0F: 2 clusters Score -2.094541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -20836824.000000 Penalty: 5958.194336
	Iteration 0F: 3 clusters Score -2.083682e+07 nChanged 79503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82477 members 
Mstep: Class 2 contains 82323 members 
Entering Unmasked Estep 
Score: -20882518.000000 Penalty: 5958.194336
	Iteration 1F: 3 clusters Score -2.088252e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 82474 members 
Entering Unmasked Estep 
Score: -20883364.000000 Penalty: 5958.194336
	Iteration 2Q: 3 clusters Score -2.088336e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82015 members 
Mstep: Class 2 contains 82785 members 
Entering Unmasked Estep 
Score: -20884376.000000 Penalty: 5958.194336
	Iteration 3Q: 3 clusters Score -2.088438e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -20885692.000000 Penalty: 5958.194336
	Iteration 4Q: 3 clusters Score -2.088569e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 83397 members 
Entering Unmasked Estep 
Score: -20887470.000000 Penalty: 5958.194336
	Iteration 5Q: 3 clusters Score -2.088747e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 83693 members 
Entering Unmasked Estep 
Score: -20889916.000000 Penalty: 5958.194336
	Iteration 6Q: 3 clusters Score -2.088992e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81004 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -20893208.000000 Penalty: 5958.194336
	Iteration 7Q: 3 clusters Score -2.089321e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 83779 members 
Entering Unmasked Estep 
Score: -20897696.000000 Penalty: 5958.194336
	Iteration 8F: 3 clusters Score -2.08977e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 83367 members 
Entering Unmasked Estep 
Score: -20903642.000000 Penalty: 5958.194336
	Iteration 9F: 3 clusters Score -2.090364e+07 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 82270 members 
Entering Unmasked Estep 
Score: -20910952.000000 Penalty: 5958.194336
	Iteration 10F: 3 clusters Score -2.091095e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84281 members 
Mstep: Class 2 contains 80519 members 
Entering Unmasked Estep 
Score: -20918412.000000 Penalty: 5958.194336
	Iteration 11F: 3 clusters Score -2.091841e+07 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 78582 members 
Entering Unmasked Estep 
Score: -20923994.000000 Penalty: 5958.194336
	Iteration 12F: 3 clusters Score -2.092399e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87935 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -20926900.000000 Penalty: 5958.194336
	Iteration 13Q: 3 clusters Score -2.09269e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -20928304.000000 Penalty: 5958.194336
	Iteration 14Q: 3 clusters Score -2.09283e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90754 members 
Mstep: Class 2 contains 74046 members 
Entering Unmasked Estep 
Score: -20929212.000000 Penalty: 5958.194336
	Iteration 15Q: 3 clusters Score -2.092921e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92022 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -20929960.000000 Penalty: 5958.194336
	Iteration 16Q: 3 clusters Score -2.092996e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93168 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -20930608.000000 Penalty: 5958.194336
	Iteration 17Q: 3 clusters Score -2.093061e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94177 members 
Mstep: Class 2 contains 70623 members 
Entering Unmasked Estep 
Score: -20931082.000000 Penalty: 5958.194336
	Iteration 18Q: 3 clusters Score -2.093108e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95167 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -20931502.000000 Penalty: 5958.194336
	Iteration 19Q: 3 clusters Score -2.09315e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96189 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -20931860.000000 Penalty: 5958.194336
	Iteration 20F: 3 clusters Score -2.093186e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -20932080.000000 Penalty: 5958.194336
	Iteration 21Q: 3 clusters Score -2.093208e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98165 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -20932206.000000 Penalty: 5958.194336
	Iteration 22Q: 3 clusters Score -2.093221e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99180 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -20932352.000000 Penalty: 5958.194336
	Iteration 23Q: 3 clusters Score -2.093235e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100166 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -20932494.000000 Penalty: 5958.194336
	Iteration 24Q: 3 clusters Score -2.093249e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101134 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -20932620.000000 Penalty: 5958.194336
	Iteration 25Q: 3 clusters Score -2.093262e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102136 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
Score: -20932814.000000 Penalty: 5958.194336
	Iteration 26Q: 3 clusters Score -2.093281e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103167 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -20932964.000000 Penalty: 5958.194336
	Iteration 27Q: 3 clusters Score -2.093296e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104173 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -20933132.000000 Penalty: 5958.194336
	Iteration 28Q: 3 clusters Score -2.093313e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105168 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -20933164.000000 Penalty: 5958.194336
	Iteration 29Q: 3 clusters Score -2.093316e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106230 members 
Mstep: Class 2 contains 58570 members 
Entering Unmasked Estep 
Score: -20933364.000000 Penalty: 5958.194336
	Iteration 30Q: 3 clusters Score -2.093336e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -20933514.000000 Penalty: 5958.194336
	Iteration 31Q: 3 clusters Score -2.093351e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108671 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -20933578.000000 Penalty: 5958.194336
	Iteration 32Q: 3 clusters Score -2.093358e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109941 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -20933758.000000 Penalty: 5958.194336
	Iteration 33Q: 3 clusters Score -2.093376e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111182 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -20933958.000000 Penalty: 5958.194336
	Iteration 34Q: 3 clusters Score -2.093396e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112365 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -20934088.000000 Penalty: 5958.194336
	Iteration 35Q: 3 clusters Score -2.093409e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113579 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -20934238.000000 Penalty: 5958.194336
	Iteration 36Q: 3 clusters Score -2.093424e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114916 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -20934388.000000 Penalty: 5958.194336
	Iteration 37Q: 3 clusters Score -2.093439e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116294 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -20934528.000000 Penalty: 5958.194336
	Iteration 38Q: 3 clusters Score -2.093453e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117712 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -20934702.000000 Penalty: 5958.194336
	Iteration 39Q: 3 clusters Score -2.09347e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119172 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -20934902.000000 Penalty: 5958.194336
	Iteration 40F: 3 clusters Score -2.09349e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120713 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -20935158.000000 Penalty: 5958.194336
	Iteration 41Q: 3 clusters Score -2.093516e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122219 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -20935370.000000 Penalty: 5958.194336
	Iteration 42Q: 3 clusters Score -2.093537e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123813 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -20935640.000000 Penalty: 5958.194336
	Iteration 43Q: 3 clusters Score -2.093564e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125494 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -20935976.000000 Penalty: 5958.194336
	Iteration 44Q: 3 clusters Score -2.093598e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127205 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -20936330.000000 Penalty: 5958.194336
	Iteration 45Q: 3 clusters Score -2.093633e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128954 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -20936582.000000 Penalty: 5958.194336
	Iteration 46Q: 3 clusters Score -2.093658e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130779 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -20937022.000000 Penalty: 5958.194336
	Iteration 47Q: 3 clusters Score -2.093702e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132615 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -20937354.000000 Penalty: 5958.194336
	Iteration 48Q: 3 clusters Score -2.093735e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134410 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -20937714.000000 Penalty: 5958.194336
	Iteration 49Q: 3 clusters Score -2.093771e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136245 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -20938256.000000 Penalty: 5958.194336
	Iteration 50Q: 3 clusters Score -2.093826e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138114 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -20938620.000000 Penalty: 5958.194336
	Iteration 51Q: 3 clusters Score -2.093862e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139949 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -20939132.000000 Penalty: 5958.194336
	Iteration 52Q: 3 clusters Score -2.093913e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141724 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -20939630.000000 Penalty: 5958.194336
	Iteration 53Q: 3 clusters Score -2.093963e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143472 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -20940226.000000 Penalty: 5958.194336
	Iteration 54Q: 3 clusters Score -2.094023e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145180 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -20940766.000000 Penalty: 5958.194336
	Iteration 55Q: 3 clusters Score -2.094077e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146779 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -20941236.000000 Penalty: 5958.194336
	Iteration 56Q: 3 clusters Score -2.094124e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148318 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -20941698.000000 Penalty: 5958.194336
	Iteration 57Q: 3 clusters Score -2.09417e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149770 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -20941948.000000 Penalty: 5958.194336
	Iteration 58Q: 3 clusters Score -2.094195e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151192 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -20942204.000000 Penalty: 5958.194336
	Iteration 59Q: 3 clusters Score -2.09422e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152500 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -20942566.000000 Penalty: 5958.194336
	Iteration 60F: 3 clusters Score -2.094257e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153713 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -20942776.000000 Penalty: 5958.194336
	Iteration 61Q: 3 clusters Score -2.094278e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154821 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -20942984.000000 Penalty: 5958.194336
	Iteration 62Q: 3 clusters Score -2.094298e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155864 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -20943130.000000 Penalty: 5958.194336
	Iteration 63Q: 3 clusters Score -2.094313e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156831 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -20943240.000000 Penalty: 5958.194336
	Iteration 64Q: 3 clusters Score -2.094324e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157638 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -20943370.000000 Penalty: 5958.194336
	Iteration 65Q: 3 clusters Score -2.094337e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158293 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -20943478.000000 Penalty: 5958.194336
	Iteration 66Q: 3 clusters Score -2.094348e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158858 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -20943594.000000 Penalty: 5958.194336
	Iteration 67Q: 3 clusters Score -2.094359e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -20943612.000000 Penalty: 5958.194336
	Iteration 68Q: 3 clusters Score -2.094361e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159795 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -20943656.000000 Penalty: 5958.194336
	Iteration 69Q: 3 clusters Score -2.094366e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160191 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -20943640.000000 Penalty: 5958.194336
	Iteration 70Q: 3 clusters Score -2.094364e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160539 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -20943738.000000 Penalty: 5958.194336
	Iteration 71Q: 3 clusters Score -2.094374e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160834 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -20943772.000000 Penalty: 5958.194336
	Iteration 72Q: 3 clusters Score -2.094377e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161077 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -20943750.000000 Penalty: 5958.194336
	Iteration 73Q: 3 clusters Score -2.094375e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161293 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -20943798.000000 Penalty: 5958.194336
	Iteration 74Q: 3 clusters Score -2.09438e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161460 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -20943836.000000 Penalty: 5958.194336
	Iteration 75Q: 3 clusters Score -2.094384e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161607 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -20943862.000000 Penalty: 5958.194336
	Iteration 76Q: 3 clusters Score -2.094386e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161739 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -20943880.000000 Penalty: 5958.194336
	Iteration 77Q: 3 clusters Score -2.094388e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161836 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -20943884.000000 Penalty: 5958.194336
	Iteration 78Q: 3 clusters Score -2.094388e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161914 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -20943918.000000 Penalty: 5958.194336
	Iteration 79Q: 3 clusters Score -2.094392e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161975 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -20943936.000000 Penalty: 5958.194336
	Iteration 80F: 3 clusters Score -2.094394e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162027 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -20943936.000000 Penalty: 5958.194336
	Iteration 81Q: 3 clusters Score -2.094394e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162078 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -20943942.000000 Penalty: 5958.194336
	Iteration 82Q: 3 clusters Score -2.094394e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162114 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -20943958.000000 Penalty: 5958.194336
	Iteration 83Q: 3 clusters Score -2.094396e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162150 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -20943948.000000 Penalty: 5958.194336
	Iteration 84Q: 3 clusters Score -2.094395e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162180 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -20943924.000000 Penalty: 5958.194336
	Iteration 85Q: 3 clusters Score -2.094392e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162214 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -20943920.000000 Penalty: 5958.194336
	Iteration 86Q: 3 clusters Score -2.094392e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162244 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -20943948.000000 Penalty: 5958.194336
	Iteration 87Q: 3 clusters Score -2.094395e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162277 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -20943930.000000 Penalty: 5958.194336
	Iteration 88Q: 3 clusters Score -2.094393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162299 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -20943906.000000 Penalty: 5958.194336
	Iteration 89Q: 3 clusters Score -2.094391e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162315 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -20943908.000000 Penalty: 5958.194336
	Iteration 90Q: 3 clusters Score -2.094391e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162334 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -20943892.000000 Penalty: 5958.194336
	Iteration 91Q: 3 clusters Score -2.094389e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162360 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -20943886.000000 Penalty: 5958.194336
	Iteration 92Q: 3 clusters Score -2.094389e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162377 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -20943892.000000 Penalty: 5958.194336
	Iteration 93Q: 3 clusters Score -2.094389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162395 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -20943914.000000 Penalty: 5958.194336
	Iteration 94Q: 3 clusters Score -2.094391e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162406 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -20943910.000000 Penalty: 5958.194336
	Iteration 95Q: 3 clusters Score -2.094391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162418 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -20943914.000000 Penalty: 5958.194336
	Iteration 96Q: 3 clusters Score -2.094391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162431 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -20943902.000000 Penalty: 5958.194336
	Iteration 97Q: 3 clusters Score -2.09439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162440 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -20943900.000000 Penalty: 5958.194336
	Iteration 98Q: 3 clusters Score -2.09439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162445 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -20943896.000000 Penalty: 5958.194336
	Iteration 99Q: 3 clusters Score -2.09439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162449 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -20943892.000000 Penalty: 5958.194336
	Iteration 100F: 3 clusters Score -2.094389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162452 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -20943882.000000 Penalty: 5958.194336
	Iteration 101Q: 3 clusters Score -2.094388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162453 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -20943882.000000 Penalty: 5958.194336
	Iteration 102Q: 3 clusters Score -2.094388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162454 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -20943884.000000 Penalty: 5958.194336
	Iteration 103Q: 3 clusters Score -2.094388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162456 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -20943886.000000 Penalty: 5958.194336
	Iteration 104Q: 3 clusters Score -2.094389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162457 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -20943876.000000 Penalty: 5958.194336
	Iteration 105Q: 3 clusters Score -2.094388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162459 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -20943884.000000 Penalty: 5958.194336
	Iteration 106Q: 3 clusters Score -2.094388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162462 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -20943878.000000 Penalty: 5958.194336
	Iteration 107Q: 3 clusters Score -2.094388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162468 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -20943884.000000 Penalty: 5958.194336
	Iteration 108Q: 3 clusters Score -2.094388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162478 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -20943882.000000 Penalty: 5958.194336
	Iteration 109Q: 3 clusters Score -2.094388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162486 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -20943872.000000 Penalty: 5958.194336
	Iteration 110Q: 3 clusters Score -2.094387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162488 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -20943870.000000 Penalty: 5958.194336
	Iteration 111Q: 3 clusters Score -2.094387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162488 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -20943870.000000 Penalty: 5958.194336
	Iteration 112F: 3 clusters Score -2.094387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46227 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 156836 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160670 members 
Mstep: Class 10 contains 144005 members 
Mstep: Class 11 contains 11762 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155514 members 
Mstep: Class 15 contains 77251 members 
Mstep: Class 16 contains 8158 members 
Mstep: Class 17 contains 153810 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 44069 members 
Mstep: Class 20 contains 88549 members 
Mstep: Class 22 contains 164800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331920.000000 Penalty: 73281.218750
Iteration 159Q: 22 clusters Score -1.613319e+08 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46233 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1028 members 
Mstep: Class 6 contains 156912 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160142 members 
Mstep: Class 10 contains 144141 members 
Mstep: Class 11 contains 11766 members 
Mstep: Class 12 contains 4171 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155531 members 
Mstep: Class 15 contains 77241 members 
Mstep: Class 16 contains 8156 members 
Mstep: Class 17 contains 153790 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 43927 members 
Mstep: Class 20 contains 88085 members 
Mstep: Class 22 contains 165479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331712.000000 Penalty: 73281.218750
Iteration 160F: 22 clusters Score -1.613317e+08 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46230 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1028 members 
Mstep: Class 6 contains 157049 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159589 members 
Mstep: Class 10 contains 144303 members 
Mstep: Class 11 contains 11773 members 
Mstep: Class 12 contains 4171 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155585 members 
Mstep: Class 15 contains 77253 members 
Mstep: Class 16 contains 8155 members 
Mstep: Class 17 contains 153819 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 43795 members 
Mstep: Class 20 contains 87683 members 
Mstep: Class 22 contains 165889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332256.000000 Penalty: 73281.218750
Iteration 161Q: 22 clusters Score -1.613323e+08 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 71275 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46240 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1031 members 
Mstep: Class 6 contains 157254 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159028 members 
Mstep: Class 10 contains 144473 members 
Mstep: Class 11 contains 11774 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155664 members 
Mstep: Class 15 contains 77239 members 
Mstep: Class 16 contains 8152 members 
Mstep: Class 17 contains 153876 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 43639 members 
Mstep: Class 20 contains 87328 members 
Mstep: Class 22 contains 166161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332480.000000 Penalty: 73281.218750
Iteration 162Q: 22 clusters Score -1.613325e+08 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 71536 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46235 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1031 members 
Mstep: Class 6 contains 157464 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158515 members 
Mstep: Class 10 contains 144676 members 
Mstep: Class 11 contains 11784 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155776 members 
Mstep: Class 15 contains 77250 members 
Mstep: Class 16 contains 8148 members 
Mstep: Class 17 contains 153924 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 43535 members 
Mstep: Class 20 contains 86985 members 
Mstep: Class 22 contains 166275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332144.000000 Penalty: 73281.218750
Iteration 163Q: 22 clusters Score -1.613321e+08 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 71800 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46240 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1031 members 
Mstep: Class 6 contains 157675 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158072 members 
Mstep: Class 10 contains 144903 members 
Mstep: Class 11 contains 11786 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155853 members 
Mstep: Class 15 contains 77283 members 
Mstep: Class 16 contains 8147 members 
Mstep: Class 17 contains 153970 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 43434 members 
Mstep: Class 20 contains 86664 members 
Mstep: Class 22 contains 166276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332720.000000 Penalty: 73281.218750
Iteration 164Q: 22 clusters Score -1.613327e+08 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72062 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46243 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1032 members 
Mstep: Class 6 contains 157879 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 157643 members 
Mstep: Class 10 contains 145085 members 
Mstep: Class 11 contains 11793 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155966 members 
Mstep: Class 15 contains 77300 members 
Mstep: Class 16 contains 8150 members 
Mstep: Class 17 contains 153994 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 43364 members 
Mstep: Class 20 contains 86392 members 
Mstep: Class 22 contains 166231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332832.000000 Penalty: 73281.218750
Iteration 165Q: 22 clusters Score -1.613328e+08 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72351 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46254 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1033 members 
Mstep: Class 6 contains 158051 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 157290 members 
Mstep: Class 10 contains 145342 members 
Mstep: Class 11 contains 11786 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 156017 members 
Mstep: Class 15 contains 77325 members 
Mstep: Class 16 contains 8153 members 
Mstep: Class 17 contains 153985 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 43276 members 
Mstep: Class 20 contains 86138 members 
Mstep: Class 22 contains 166134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332976.000000 Penalty: 73281.218750
Iteration 166Q: 22 clusters Score -1.61333e+08 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46254 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1034 members 
Mstep: Class 6 contains 158284 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 156959 members 
Mstep: Class 10 contains 145608 members 
Mstep: Class 11 contains 11775 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 156072 members 
Mstep: Class 15 contains 77344 members 
Mstep: Class 16 contains 8156 members 
Mstep: Class 17 contains 153991 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 43173 members 
Mstep: Class 20 contains 85888 members 
Mstep: Class 22 contains 165968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332736.000000 Penalty: 73281.218750
Iteration 167Q: 22 clusters Score -1.613327e+08 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72920 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46253 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1033 members 
Mstep: Class 6 contains 158409 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 156664 members 
Mstep: Class 10 contains 145868 members 
Mstep: Class 11 contains 11767 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 156090 members 
Mstep: Class 15 contains 77366 members 
Mstep: Class 16 contains 8162 members 
Mstep: Class 17 contains 153977 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 43091 members 
Mstep: Class 20 contains 85663 members 
Mstep: Class 22 contains 165872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332784.000000 Penalty: 73281.218750
Iteration 168Q: 22 clusters Score -1.613328e+08 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46254 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1033 members 
Mstep: Class 6 contains 158495 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 156404 members 
Mstep: Class 10 contains 146146 members 
Mstep: Class 11 contains 11758 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 156051 members 
Mstep: Class 15 contains 77404 members 
Mstep: Class 16 contains 8162 members 
Mstep: Class 17 contains 153943 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 43013 members 
Mstep: Class 20 contains 85439 members 
Mstep: Class 22 contains 165828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332704.000000 Penalty: 73281.218750
Iteration 169Q: 22 clusters Score -1.613327e+08 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73467 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46252 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1033 members 
Mstep: Class 6 contains 158661 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 156193 members 
Mstep: Class 10 contains 146482 members 
Mstep: Class 11 contains 11757 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155954 members 
Mstep: Class 15 contains 77431 members 
Mstep: Class 16 contains 8162 members 
Mstep: Class 17 contains 153892 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 42960 members 
Mstep: Class 20 contains 85226 members 
Mstep: Class 22 contains 165663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333440.000000 Penalty: 73281.218750
Iteration 170Q: 22 clusters Score -1.613334e+08 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46254 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1034 members 
Mstep: Class 6 contains 158841 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 156056 members 
Mstep: Class 10 contains 146795 members 
Mstep: Class 11 contains 11732 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155849 members 
Mstep: Class 15 contains 77429 members 
Mstep: Class 16 contains 8164 members 
Mstep: Class 17 contains 153850 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 42918 members 
Mstep: Class 20 contains 85017 members 
Mstep: Class 22 contains 165490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333856.000000 Penalty: 73281.218750
Iteration 171Q: 22 clusters Score -1.613339e+08 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73914 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46255 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 158913 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155989 members 
Mstep: Class 10 contains 147092 members 
Mstep: Class 11 contains 11719 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155759 members 
Mstep: Class 15 contains 77417 members 
Mstep: Class 16 contains 8170 members 
Mstep: Class 17 contains 153823 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 42880 members 
Mstep: Class 20 contains 84830 members 
Mstep: Class 22 contains 165335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333872.000000 Penalty: 73281.218750
Iteration 172Q: 22 clusters Score -1.613339e+08 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74090 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46262 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1037 members 
Mstep: Class 6 contains 158992 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155933 members 
Mstep: Class 10 contains 147324 members 
Mstep: Class 11 contains 11709 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155683 members 
Mstep: Class 15 contains 77425 members 
Mstep: Class 16 contains 8172 members 
Mstep: Class 17 contains 153828 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 42837 members 
Mstep: Class 20 contains 84633 members 
Mstep: Class 22 contains 165207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333744.000000 Penalty: 73281.218750
Iteration 173Q: 22 clusters Score -1.613337e+08 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46268 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1039 members 
Mstep: Class 6 contains 159030 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155938 members 
Mstep: Class 10 contains 147548 members 
Mstep: Class 11 contains 11715 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155597 members 
Mstep: Class 15 contains 77435 members 
Mstep: Class 16 contains 8176 members 
Mstep: Class 17 contains 153819 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 42785 members 
Mstep: Class 20 contains 84430 members 
Mstep: Class 22 contains 165089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333776.000000 Penalty: 73281.218750
Iteration 174Q: 22 clusters Score -1.613338e+08 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46275 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 159133 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155947 members 
Mstep: Class 10 contains 147712 members 
Mstep: Class 11 contains 11704 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155553 members 
Mstep: Class 15 contains 77428 members 
Mstep: Class 16 contains 8181 members 
Mstep: Class 17 contains 153783 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 42736 members 
Mstep: Class 20 contains 84222 members 
Mstep: Class 22 contains 164997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333920.000000 Penalty: 73281.218750
Iteration 175Q: 22 clusters Score -1.613339e+08 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46281 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1039 members 
Mstep: Class 6 contains 159231 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155949 members 
Mstep: Class 10 contains 147842 members 
Mstep: Class 11 contains 11702 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155509 members 
Mstep: Class 15 contains 77453 members 
Mstep: Class 16 contains 8186 members 
Mstep: Class 17 contains 153755 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 42668 members 
Mstep: Class 20 contains 84023 members 
Mstep: Class 22 contains 164928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333920.000000 Penalty: 73281.218750
Iteration 176Q: 22 clusters Score -1.613339e+08 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74681 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46281 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1040 members 
Mstep: Class 6 contains 159402 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155938 members 
Mstep: Class 10 contains 147937 members 
Mstep: Class 11 contains 11704 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155437 members 
Mstep: Class 15 contains 77483 members 
Mstep: Class 16 contains 8188 members 
Mstep: Class 17 contains 153688 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 42618 members 
Mstep: Class 20 contains 83847 members 
Mstep: Class 22 contains 164886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334048.000000 Penalty: 73281.218750
Iteration 177Q: 22 clusters Score -1.61334e+08 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46287 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1041 members 
Mstep: Class 6 contains 159586 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155927 members 
Mstep: Class 10 contains 148015 members 
Mstep: Class 11 contains 11705 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155386 members 
Mstep: Class 15 contains 77523 members 
Mstep: Class 16 contains 8193 members 
Mstep: Class 17 contains 153632 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 42569 members 
Mstep: Class 20 contains 83674 members 
Mstep: Class 22 contains 164817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334176.000000 Penalty: 73281.218750
Iteration 178Q: 22 clusters Score -1.613342e+08 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74873 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46292 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1040 members 
Mstep: Class 6 contains 159813 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155928 members 
Mstep: Class 10 contains 148062 members 
Mstep: Class 11 contains 11694 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155291 members 
Mstep: Class 15 contains 77565 members 
Mstep: Class 16 contains 8197 members 
Mstep: Class 17 contains 153555 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 42496 members 
Mstep: Class 20 contains 83518 members 
Mstep: Class 22 contains 164805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334288.000000 Penalty: 73281.218750
Iteration 179Q: 22 clusters Score -1.613343e+08 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46290 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1040 members 
Mstep: Class 6 contains 160090 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155873 members 
Mstep: Class 10 contains 148081 members 
Mstep: Class 11 contains 11692 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155208 members 
Mstep: Class 15 contains 77633 members 
Mstep: Class 16 contains 8198 members 
Mstep: Class 17 contains 153496 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 42439 members 
Mstep: Class 20 contains 83392 members 
Mstep: Class 22 contains 164772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334592.000000 Penalty: 73281.218750
Iteration 180F: 22 clusters Score -1.613346e+08 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46294 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1041 members 
Mstep: Class 6 contains 160357 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155813 members 
Mstep: Class 10 contains 148074 members 
Mstep: Class 11 contains 11707 members 
Mstep: Class 12 contains 4183 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155143 members 
Mstep: Class 15 contains 77706 members 
Mstep: Class 16 contains 8200 members 
Mstep: Class 17 contains 153449 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 42370 members 
Mstep: Class 20 contains 83231 members 
Mstep: Class 22 contains 164763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334656.000000 Penalty: 73281.218750
Iteration 181Q: 22 clusters Score -1.613347e+08 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46297 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1040 members 
Mstep: Class 6 contains 160660 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155800 members 
Mstep: Class 10 contains 148098 members 
Mstep: Class 11 contains 11701 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 155075 members 
Mstep: Class 15 contains 77776 members 
Mstep: Class 16 contains 8204 members 
Mstep: Class 17 contains 153374 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 42277 members 
Mstep: Class 20 contains 83058 members 
Mstep: Class 22 contains 164727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161334928.000000 Penalty: 73281.218750
Iteration 182Q: 22 clusters Score -1.613349e+08 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 75102 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46302 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1041 members 
Mstep: Class 6 contains 161001 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155758 members 
Mstep: Class 10 contains 148062 members 
Mstep: Class 11 contains 11705 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 154977 members 
Mstep: Class 15 contains 77852 members 
Mstep: Class 16 contains 8207 members 
Mstep: Class 17 contains 153319 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 42186 members 
Mstep: Class 20 contains 82896 members 
Mstep: Class 22 contains 164719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335072.000000 Penalty: 73281.218750
Iteration 183Q: 22 clusters Score -1.613351e+08 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 75157 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46301 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1041 members 
Mstep: Class 6 contains 161361 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155734 members 
Mstep: Class 10 contains 148003 members 
Mstep: Class 11 contains 11702 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 154883 members 
Mstep: Class 15 contains 77924 members 
Mstep: Class 16 contains 8210 members 
Mstep: Class 17 contains 153251 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 42106 members 
Mstep: Class 20 contains 82731 members 
Mstep: Class 22 contains 164722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335312.000000 Penalty: 73281.218750
Iteration 184Q: 22 clusters Score -1.613353e+08 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 75203 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46301 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1041 members 
Mstep: Class 6 contains 161754 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155675 members 
Mstep: Class 10 contains 147977 members 
Mstep: Class 11 contains 11709 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 154743 members 
Mstep: Class 15 contains 78023 members 
Mstep: Class 16 contains 8214 members 
Mstep: Class 17 contains 153175 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 42029 members 
Mstep: Class 20 contains 82544 members 
Mstep: Class 22 contains 164738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335296.000000 Penalty: 73281.218750
Iteration 185Q: 22 clusters Score -1.613353e+08 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 75219 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46298 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1042 members 
Mstep: Class 6 contains 162140 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155655 members 
Mstep: Class 10 contains 147909 members 
Mstep: Class 11 contains 11711 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 154598 members 
Mstep: Class 15 contains 78109 members 
Mstep: Class 16 contains 8224 members 
Mstep: Class 17 contains 153111 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41961 members 
Mstep: Class 20 contains 82378 members 
Mstep: Class 22 contains 164770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335568.000000 Penalty: 73281.218750
Iteration 186Q: 22 clusters Score -1.613356e+08 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 75226 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46295 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1042 members 
Mstep: Class 6 contains 162528 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155595 members 
Mstep: Class 10 contains 147834 members 
Mstep: Class 11 contains 11706 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 154495 members 
Mstep: Class 15 contains 78223 members 
Mstep: Class 16 contains 8227 members 
Mstep: Class 17 contains 153036 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41897 members 
Mstep: Class 20 contains 82205 members 
Mstep: Class 22 contains 164816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336080.000000 Penalty: 73281.218750
Iteration 187Q: 22 clusters Score -1.613361e+08 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 75223 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46292 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1040 members 
Mstep: Class 6 contains 162870 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155574 members 
Mstep: Class 10 contains 147744 members 
Mstep: Class 11 contains 11715 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 154394 members 
Mstep: Class 15 contains 78333 members 
Mstep: Class 16 contains 8232 members 
Mstep: Class 17 contains 152964 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41840 members 
Mstep: Class 20 contains 82028 members 
Mstep: Class 22 contains 164876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336096.000000 Penalty: 73281.218750
Iteration 188Q: 22 clusters Score -1.613361e+08 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 75190 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46296 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1040 members 
Mstep: Class 6 contains 163167 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155596 members 
Mstep: Class 10 contains 147621 members 
Mstep: Class 11 contains 11718 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 154310 members 
Mstep: Class 15 contains 78451 members 
Mstep: Class 16 contains 8237 members 
Mstep: Class 17 contains 152879 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41789 members 
Mstep: Class 20 contains 81837 members 
Mstep: Class 22 contains 164993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336016.000000 Penalty: 73281.218750
Iteration 189Q: 22 clusters Score -1.61336e+08 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 75146 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46295 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1041 members 
Mstep: Class 6 contains 163510 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155514 members 
Mstep: Class 10 contains 147516 members 
Mstep: Class 11 contains 11730 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 154259 members 
Mstep: Class 15 contains 78587 members 
Mstep: Class 16 contains 8244 members 
Mstep: Class 17 contains 152835 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 20 contains 81638 members 
Mstep: Class 22 contains 165061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336608.000000 Penalty: 73281.218750
Iteration 190Q: 22 clusters Score -1.613366e+08 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 75102 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46293 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1042 members 
Mstep: Class 6 contains 163835 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155457 members 
Mstep: Class 10 contains 147419 members 
Mstep: Class 11 contains 11740 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 154244 members 
Mstep: Class 15 contains 78727 members 
Mstep: Class 16 contains 8253 members 
Mstep: Class 17 contains 152774 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41715 members 
Mstep: Class 20 contains 81437 members 
Mstep: Class 22 contains 165084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337120.000000 Penalty: 73281.218750
Iteration 191Q: 22 clusters Score -1.613371e+08 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 75061 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46292 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1043 members 
Mstep: Class 6 contains 164056 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155424 members 
Mstep: Class 10 contains 147336 members 
Mstep: Class 11 contains 11747 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 154230 members 
Mstep: Class 15 contains 78855 members 
Mstep: Class 16 contains 8270 members 
Mstep: Class 17 contains 152731 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41693 members 
Mstep: Class 20 contains 81256 members 
Mstep: Class 22 contains 165128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337056.000000 Penalty: 73281.218750
Iteration 192Q: 22 clusters Score -1.613371e+08 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 75013 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46294 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1042 members 
Mstep: Class 6 contains 164268 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155454 members 
Mstep: Class 10 contains 147227 members 
Mstep: Class 11 contains 11745 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 154214 members 
Mstep: Class 15 contains 78956 members 
Mstep: Class 16 contains 8283 members 
Mstep: Class 17 contains 152711 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41660 members 
Mstep: Class 20 contains 81095 members 
Mstep: Class 22 contains 165161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337280.000000 Penalty: 73281.218750
Iteration 193Q: 22 clusters Score -1.613373e+08 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74919 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46291 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1040 members 
Mstep: Class 6 contains 164613 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155459 members 
Mstep: Class 10 contains 147138 members 
Mstep: Class 11 contains 11741 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 154151 members 
Mstep: Class 15 contains 79064 members 
Mstep: Class 16 contains 8295 members 
Mstep: Class 17 contains 152682 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41630 members 
Mstep: Class 20 contains 80952 members 
Mstep: Class 22 contains 165147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337360.000000 Penalty: 73281.218750
Iteration 194Q: 22 clusters Score -1.613374e+08 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46294 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1039 members 
Mstep: Class 6 contains 164962 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155399 members 
Mstep: Class 10 contains 147077 members 
Mstep: Class 11 contains 11740 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 154059 members 
Mstep: Class 15 contains 79156 members 
Mstep: Class 16 contains 8312 members 
Mstep: Class 17 contains 152678 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41608 members 
Mstep: Class 20 contains 80770 members 
Mstep: Class 22 contains 165163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337536.000000 Penalty: 73281.218750
Iteration 195Q: 22 clusters Score -1.613375e+08 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46301 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1037 members 
Mstep: Class 6 contains 165152 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155433 members 
Mstep: Class 10 contains 147015 members 
Mstep: Class 11 contains 11737 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 154010 members 
Mstep: Class 15 contains 79250 members 
Mstep: Class 16 contains 8326 members 
Mstep: Class 17 contains 152666 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41583 members 
Mstep: Class 20 contains 80604 members 
Mstep: Class 22 contains 165203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337824.000000 Penalty: 73281.218750
Iteration 196Q: 22 clusters Score -1.613378e+08 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74728 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46303 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1037 members 
Mstep: Class 6 contains 165367 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155513 members 
Mstep: Class 10 contains 146966 members 
Mstep: Class 11 contains 11740 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 153954 members 
Mstep: Class 15 contains 79325 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 152642 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41559 members 
Mstep: Class 20 contains 80434 members 
Mstep: Class 22 contains 165223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337952.000000 Penalty: 73281.218750
Iteration 197Q: 22 clusters Score -1.61338e+08 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46300 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 165666 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155556 members 
Mstep: Class 10 contains 146932 members 
Mstep: Class 11 contains 11741 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 153845 members 
Mstep: Class 15 contains 79388 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 152611 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41551 members 
Mstep: Class 20 contains 80285 members 
Mstep: Class 22 contains 165243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338048.000000 Penalty: 73281.218750
Iteration 198Q: 22 clusters Score -1.61338e+08 nChanged 3385
Entering ConstructFrom: 
Score: -161338048.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (74526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74526 members 
Entering Unmasked Estep 
Score: -9581499.000000 Penalty: 2782.288086
	Iteration 0F: 2 clusters Score -9581499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -9531690.000000 Penalty: 5564.576172
	Iteration 0F: 3 clusters Score -9531690 nChanged 34987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -9551196.000000 Penalty: 5564.576172
	Iteration 1F: 3 clusters Score -9551196 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -9551977.000000 Penalty: 5564.576172
	Iteration 2Q: 3 clusters Score -9551977 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -9552930.000000 Penalty: 5564.576172
	Iteration 3Q: 3 clusters Score -9552930 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -9554178.000000 Penalty: 5564.576172
	Iteration 4Q: 3 clusters Score -9554178 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -9556218.000000 Penalty: 5564.576172
	Iteration 5F: 3 clusters Score -9556218 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -9559292.000000 Penalty: 5564.576172
	Iteration 6F: 3 clusters Score -9559292 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -9563566.000000 Penalty: 5564.576172
	Iteration 7F: 3 clusters Score -9563566 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -9568498.000000 Penalty: 5564.576172
	Iteration 8F: 3 clusters Score -9568498 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63871 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -9572905.000000 Penalty: 5564.576172
	Iteration 9F: 3 clusters Score -9572905 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -9575622.000000 Penalty: 5564.576172
	Iteration 10Q: 3 clusters Score -9575622 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -9576983.000000 Penalty: 5564.576172
	Iteration 11Q: 3 clusters Score -9576983 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -9577648.000000 Penalty: 5564.576172
	Iteration 12Q: 3 clusters Score -9577648 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -9578007.000000 Penalty: 5564.576172
	Iteration 13Q: 3 clusters Score -9578007 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69709 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -9578229.000000 Penalty: 5564.576172
	Iteration 14Q: 3 clusters Score -9578229 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70114 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -9578442.000000 Penalty: 5564.576172
	Iteration 15Q: 3 clusters Score -9578442 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70467 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -9578580.000000 Penalty: 5564.576172
	Iteration 16Q: 3 clusters Score -9578580 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70780 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -9578695.000000 Penalty: 5564.576172
	Iteration 17Q: 3 clusters Score -9578695 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -9578801.000000 Penalty: 5564.576172
	Iteration 18Q: 3 clusters Score -9578801 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -9578884.000000 Penalty: 5564.576172
	Iteration 19Q: 3 clusters Score -9578884 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71509 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -9578948.000000 Penalty: 5564.576172
	Iteration 20F: 3 clusters Score -9578948 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -9578990.000000 Penalty: 5564.576172
	Iteration 21Q: 3 clusters Score -9578990 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71855 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -9579060.000000 Penalty: 5564.576172
	Iteration 22Q: 3 clusters Score -9579060 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -9579095.000000 Penalty: 5564.576172
	Iteration 23Q: 3 clusters Score -9579095 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -9579134.000000 Penalty: 5564.576172
	Iteration 24Q: 3 clusters Score -9579134 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -9579151.000000 Penalty: 5564.576172
	Iteration 25Q: 3 clusters Score -9579151 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72294 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -9579162.000000 Penalty: 5564.576172
	Iteration 26Q: 3 clusters Score -9579162 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -9579177.000000 Penalty: 5564.576172
	Iteration 27Q: 3 clusters Score -9579177 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9579188.000000 Penalty: 5564.576172
	Iteration 28Q: 3 clusters Score -9579188 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9579215.000000 Penalty: 5564.576172
	Iteration 29Q: 3 clusters Score -9579215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -9579232.000000 Penalty: 5564.576172
	Iteration 30Q: 3 clusters Score -9579232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72568 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -9579244.000000 Penalty: 5564.576172
	Iteration 31Q: 3 clusters Score -9579244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -9579236.000000 Penalty: 5564.576172
	Iteration 32Q: 3 clusters Score -9579236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -9579274.000000 Penalty: 5564.576172
	Iteration 33Q: 3 clusters Score -9579274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -9579269.000000 Penalty: 5564.576172
	Iteration 34Q: 3 clusters Score -9579269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -9579286.000000 Penalty: 5564.576172
	Iteration 35Q: 3 clusters Score -9579286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -9579285.000000 Penalty: 5564.576172
	Iteration 36Q: 3 clusters Score -9579285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -9579289.000000 Penalty: 5564.576172
	Iteration 37Q: 3 clusters Score -9579289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72730 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -9579290.000000 Penalty: 5564.576172
	Iteration 38Q: 3 clusters Score -9579290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72744 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -9579293.000000 Penalty: 5564.576172
	Iteration 39Q: 3 clusters Score -9579293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9579306.000000 Penalty: 5564.576172
	Iteration 40F: 3 clusters Score -9579306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72766 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -9579306.000000 Penalty: 5564.576172
	Iteration 41Q: 3 clusters Score -9579306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9579310.000000 Penalty: 5564.576172
	Iteration 42Q: 3 clusters Score -9579310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72783 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9579309.000000 Penalty: 5564.576172
	Iteration 43Q: 3 clusters Score -9579309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72790 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9579315.000000 Penalty: 5564.576172
	Iteration 44Q: 3 clusters Score -9579315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -9579313.000000 Penalty: 5564.576172
	Iteration 45Q: 3 clusters Score -9579313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9579313.000000 Penalty: 5564.576172
	Iteration 46Q: 3 clusters Score -9579313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72819 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9579321.000000 Penalty: 5564.576172
	Iteration 47Q: 3 clusters Score -9579321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -9579333.000000 Penalty: 5564.576172
	Iteration 48Q: 3 clusters Score -9579333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72843 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -9579335.000000 Penalty: 5564.576172
	Iteration 49Q: 3 clusters Score -9579335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9579340.000000 Penalty: 5564.576172
	Iteration 50Q: 3 clusters Score -9579340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72859 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9579339.000000 Penalty: 5564.576172
	Iteration 51Q: 3 clusters Score -9579339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9579332.000000 Penalty: 5564.576172
	Iteration 52Q: 3 clusters Score -9579332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -9579331.000000 Penalty: 5564.576172
	Iteration 53Q: 3 clusters Score -9579331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -9579335.000000 Penalty: 5564.576172
	Iteration 54Q: 3 clusters Score -9579335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72875 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -9579338.000000 Penalty: 5564.576172
	Iteration 55Q: 3 clusters Score -9579338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -9579332.000000 Penalty: 5564.576172
	Iteration 56Q: 3 clusters Score -9579332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -9579332.000000 Penalty: 5564.576172
	Iteration 57F: 3 clusters Score -9579332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -87910.507812 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -87910.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86132.156250 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -86132.16 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -86549.054688 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -86549.05 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -86882.523438 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -86882.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -87183.148438 Penalty: 3331.430908
	Iteration 3F: 3 clusters Score -87183.15 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87416.992188 Penalty: 3331.430908
	Iteration 4F: 3 clusters Score -87416.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -87558.828125 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -87558.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -87711.234375 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -87711.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -87864.632812 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -87864.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -87937.296875 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -87937.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -88000.132812 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -88000.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -88026.843750 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -88026.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88028.851562 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -88028.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88028.851562 Penalty: 3331.430908
	Iteration 12F: 3 clusters Score -88028.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74526 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 46293 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 165977 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155543 members 
Mstep: Class 10 contains 146931 members 
Mstep: Class 11 contains 11745 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 153745 members 
Mstep: Class 15 contains 79464 members 
Mstep: Class 16 contains 8356 members 
Mstep: Class 17 contains 152571 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41542 members 
Mstep: Class 20 contains 80122 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 165271 members 
Entering Unmasked Estep 
Score: -161336704.000000 Penalty: 76770.804688
Splitting cluster 2 changes total score from -161338048.000000 to -161336704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (46293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Entering Unmasked Estep 
Score: -5886369.500000 Penalty: 2664.201172
	Iteration 0F: 2 clusters Score -5886370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -5855070.000000 Penalty: 5328.402344
	Iteration 0F: 3 clusters Score -5855070 nChanged 21511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -5866953.000000 Penalty: 5328.402344
	Iteration 1F: 3 clusters Score -5866953 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -5867639.500000 Penalty: 5328.402344
	Iteration 2Q: 3 clusters Score -5867640 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -5868392.500000 Penalty: 5328.402344
	Iteration 3Q: 3 clusters Score -5868392 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -5869323.500000 Penalty: 5328.402344
	Iteration 4Q: 3 clusters Score -5869324 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -5870591.000000 Penalty: 5328.402344
	Iteration 5Q: 3 clusters Score -5870591 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -5872124.000000 Penalty: 5328.402344
	Iteration 6F: 3 clusters Score -5872124 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -5873857.500000 Penalty: 5328.402344
	Iteration 7F: 3 clusters Score -5873858 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -5875689.500000 Penalty: 5328.402344
	Iteration 8F: 3 clusters Score -5875690 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -5877718.500000 Penalty: 5328.402344
	Iteration 9F: 3 clusters Score -5877718 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -5879546.500000 Penalty: 5328.402344
	Iteration 10F: 3 clusters Score -5879546 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -5880955.000000 Penalty: 5328.402344
	Iteration 11Q: 3 clusters Score -5880955 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -5881740.000000 Penalty: 5328.402344
	Iteration 12Q: 3 clusters Score -5881740 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -5882343.500000 Penalty: 5328.402344
	Iteration 13Q: 3 clusters Score -5882344 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -5882864.000000 Penalty: 5328.402344
	Iteration 14Q: 3 clusters Score -5882864 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -5883337.500000 Penalty: 5328.402344
	Iteration 15Q: 3 clusters Score -5883338 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -5883687.000000 Penalty: 5328.402344
	Iteration 16Q: 3 clusters Score -5883687 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -5883935.500000 Penalty: 5328.402344
	Iteration 17Q: 3 clusters Score -5883936 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -5884142.500000 Penalty: 5328.402344
	Iteration 18Q: 3 clusters Score -5884142 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -5884293.500000 Penalty: 5328.402344
	Iteration 19Q: 3 clusters Score -5884294 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -5884385.000000 Penalty: 5328.402344
	Iteration 20F: 3 clusters Score -5884385 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -5884451.500000 Penalty: 5328.402344
	Iteration 21Q: 3 clusters Score -5884452 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -5884547.500000 Penalty: 5328.402344
	Iteration 22Q: 3 clusters Score -5884548 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -5884581.000000 Penalty: 5328.402344
	Iteration 23Q: 3 clusters Score -5884581 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -5884636.000000 Penalty: 5328.402344
	Iteration 24Q: 3 clusters Score -5884636 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -5884671.500000 Penalty: 5328.402344
	Iteration 25Q: 3 clusters Score -5884672 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -5884689.500000 Penalty: 5328.402344
	Iteration 26Q: 3 clusters Score -5884690 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -5884712.500000 Penalty: 5328.402344
	Iteration 27Q: 3 clusters Score -5884712 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -5884737.000000 Penalty: 5328.402344
	Iteration 28Q: 3 clusters Score -5884737 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -5884734.000000 Penalty: 5328.402344
	Iteration 29Q: 3 clusters Score -5884734 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -5884764.000000 Penalty: 5328.402344
	Iteration 30Q: 3 clusters Score -5884764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -5884760.500000 Penalty: 5328.402344
	Iteration 31Q: 3 clusters Score -5884760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -5884764.500000 Penalty: 5328.402344
	Iteration 32Q: 3 clusters Score -5884764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -5884779.500000 Penalty: 5328.402344
	Iteration 33Q: 3 clusters Score -5884780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -5884794.000000 Penalty: 5328.402344
	Iteration 34Q: 3 clusters Score -5884794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -5884792.500000 Penalty: 5328.402344
	Iteration 35Q: 3 clusters Score -5884792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -5884797.000000 Penalty: 5328.402344
	Iteration 36Q: 3 clusters Score -5884797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -5884801.500000 Penalty: 5328.402344
	Iteration 37Q: 3 clusters Score -5884802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -5884804.500000 Penalty: 5328.402344
	Iteration 38Q: 3 clusters Score -5884804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -5884806.500000 Penalty: 5328.402344
	Iteration 39Q: 3 clusters Score -5884806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -5884802.500000 Penalty: 5328.402344
	Iteration 40F: 3 clusters Score -5884802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -5884810.000000 Penalty: 5328.402344
	Iteration 41Q: 3 clusters Score -5884810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -5884820.000000 Penalty: 5328.402344
	Iteration 42Q: 3 clusters Score -5884820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -5884825.500000 Penalty: 5328.402344
	Iteration 43Q: 3 clusters Score -5884826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -5884827.500000 Penalty: 5328.402344
	Iteration 44Q: 3 clusters Score -5884828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -5884819.500000 Penalty: 5328.402344
	Iteration 45Q: 3 clusters Score -5884820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -5884816.000000 Penalty: 5328.402344
	Iteration 46Q: 3 clusters Score -5884816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -5884811.500000 Penalty: 5328.402344
	Iteration 47Q: 3 clusters Score -5884812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -5884800.000000 Penalty: 5328.402344
	Iteration 48Q: 3 clusters Score -5884800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -5884800.500000 Penalty: 5328.402344
	Iteration 49Q: 3 clusters Score -5884800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -5884803.000000 Penalty: 5328.402344
	Iteration 50Q: 3 clusters Score -5884803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -5884808.500000 Penalty: 5328.402344
	Iteration 51Q: 3 clusters Score -5884808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -5884807.000000 Penalty: 5328.402344
	Iteration 52Q: 3 clusters Score -5884807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -5884802.500000 Penalty: 5328.402344
	Iteration 53Q: 3 clusters Score -5884802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -5884802.500000 Penalty: 5328.402344
	Iteration 54Q: 3 clusters Score -5884802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -5884799.000000 Penalty: 5328.402344
	Iteration 55Q: 3 clusters Score -5884799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -5884808.000000 Penalty: 5328.402344
	Iteration 56Q: 3 clusters Score -5884808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -5884816.000000 Penalty: 5328.402344
	Iteration 57Q: 3 clusters Score -5884816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -5884820.500000 Penalty: 5328.402344
	Iteration 58Q: 3 clusters Score -5884820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -5884823.500000 Penalty: 5328.402344
	Iteration 59Q: 3 clusters Score -5884824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -5884813.500000 Penalty: 5328.402344
	Iteration 60F: 3 clusters Score -5884814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -5884811.000000 Penalty: 5328.402344
	Iteration 61Q: 3 clusters Score -5884811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -5884816.000000 Penalty: 5328.402344
	Iteration 62Q: 3 clusters Score -5884816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -5884819.500000 Penalty: 5328.402344
	Iteration 63Q: 3 clusters Score -5884820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -5884818.500000 Penalty: 5328.402344
	Iteration 64Q: 3 clusters Score -5884818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -5884820.500000 Penalty: 5328.402344
	Iteration 65Q: 3 clusters Score -5884820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -5884822.500000 Penalty: 5328.402344
	Iteration 66Q: 3 clusters Score -5884822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -5884825.500000 Penalty: 5328.402344
	Iteration 67Q: 3 clusters Score -5884826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -5884826.000000 Penalty: 5328.402344
	Iteration 68Q: 3 clusters Score -5884826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -5884830.500000 Penalty: 5328.402344
	Iteration 69Q: 3 clusters Score -5884830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -5884832.000000 Penalty: 5328.402344
	Iteration 70Q: 3 clusters Score -5884832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -5884831.000000 Penalty: 5328.402344
	Iteration 71Q: 3 clusters Score -5884831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -5884825.000000 Penalty: 5328.402344
	Iteration 72Q: 3 clusters Score -5884825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -5884826.500000 Penalty: 5328.402344
	Iteration 73Q: 3 clusters Score -5884826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -5884834.000000 Penalty: 5328.402344
	Iteration 74Q: 3 clusters Score -5884834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -5884842.500000 Penalty: 5328.402344
	Iteration 75Q: 3 clusters Score -5884842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -5884849.000000 Penalty: 5328.402344
	Iteration 76Q: 3 clusters Score -5884849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -5884840.000000 Penalty: 5328.402344
	Iteration 77Q: 3 clusters Score -5884840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -5884844.000000 Penalty: 5328.402344
	Iteration 78Q: 3 clusters Score -5884844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -5884845.500000 Penalty: 5328.402344
	Iteration 79Q: 3 clusters Score -5884846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -5884845.500000 Penalty: 5328.402344
	Iteration 80F: 3 clusters Score -5884846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -60368.742188 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -60368.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58797.628906 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -58797.63 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59340.007812 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -59340.01 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -59713.660156 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -59713.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60089.750000 Penalty: 3189.940186
	Iteration 3F: 3 clusters Score -60089.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -60337.074219 Penalty: 3189.940186
	Iteration 4F: 3 clusters Score -60337.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -60570.601562 Penalty: 3189.940186
	Iteration 5Q: 3 clusters Score -60570.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -60816.808594 Penalty: 3189.940186
	Iteration 6Q: 3 clusters Score -60816.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -61026.230469 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -61026.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -61026.230469 Penalty: 3189.940186
	Iteration 8F: 3 clusters Score -61026.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74526 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46293 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 165977 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155543 members 
Mstep: Class 10 contains 146931 members 
Mstep: Class 11 contains 11745 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 153745 members 
Mstep: Class 15 contains 79464 members 
Mstep: Class 16 contains 8356 members 
Mstep: Class 17 contains 152571 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41542 members 
Mstep: Class 20 contains 80122 members 
Mstep: Class 21 contains 475 members 
Mstep: Class 22 contains 165271 members 
Entering Unmasked Estep 
Score: -161336912.000000 Penalty: 76770.804688
Splitting cluster 4 changes total score from -161338048.000000 to -161336912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -122846.125000 Penalty: 1721.894409
	Iteration 0F: 2 clusters Score -122846.1 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 524 members 
Entering Unmasked Estep 
Score: -120891.054688 Penalty: 3443.788818
	Iteration 0F: 3 clusters Score -120891.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121161.796875 Penalty: 3443.788818
	Iteration 1F: 3 clusters Score -121161.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -121247.195312 Penalty: 3443.788818
	Iteration 2F: 3 clusters Score -121247.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -121292.070312 Penalty: 3443.788818
	Iteration 3Q: 3 clusters Score -121292.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -121318.437500 Penalty: 3443.788818
	Iteration 4Q: 3 clusters Score -121318.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -121340.132812 Penalty: 3443.788818
	Iteration 5Q: 3 clusters Score -121340.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -121364.179688 Penalty: 3443.788818
	Iteration 6Q: 3 clusters Score -121364.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -121382.664062 Penalty: 3443.788818
	Iteration 7Q: 3 clusters Score -121382.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -121390.132812 Penalty: 3443.788818
	Iteration 8Q: 3 clusters Score -121390.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -121396.078125 Penalty: 3443.788818
	Iteration 9Q: 3 clusters Score -121396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -121402.078125 Penalty: 3443.788818
	Iteration 10Q: 3 clusters Score -121402.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -121414.554688 Penalty: 3443.788818
	Iteration 11Q: 3 clusters Score -121414.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -121422.882812 Penalty: 3443.788818
	Iteration 12Q: 3 clusters Score -121422.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -121427.796875 Penalty: 3443.788818
	Iteration 13Q: 3 clusters Score -121427.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -121429.960938 Penalty: 3443.788818
	Iteration 14Q: 3 clusters Score -121430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -121433.375000 Penalty: 3443.788818
	Iteration 15Q: 3 clusters Score -121433.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -121437.156250 Penalty: 3443.788818
	Iteration 16Q: 3 clusters Score -121437.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -121445.679688 Penalty: 3443.788818
	Iteration 17Q: 3 clusters Score -121445.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121454.976562 Penalty: 3443.788818
	Iteration 18Q: 3 clusters Score -121455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -121467.734375 Penalty: 3443.788818
	Iteration 19Q: 3 clusters Score -121467.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -121480.867188 Penalty: 3443.788818
	Iteration 20F: 3 clusters Score -121480.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -121486.039062 Penalty: 3443.788818
	Iteration 21Q: 3 clusters Score -121486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -121487.953125 Penalty: 3443.788818
	Iteration 22Q: 3 clusters Score -121488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -121487.953125 Penalty: 3443.788818
	Iteration 23F: 3 clusters Score -121488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (165977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165977 members 
Entering Unmasked Estep 
Score: -21319166.000000 Penalty: 2980.862061
	Iteration 0F: 2 clusters Score -2.131917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -21212828.000000 Penalty: 5961.724121
	Iteration 0F: 3 clusters Score -2.121283e+07 nChanged 79490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 84278 members 
Entering Unmasked Estep 
Score: -21258952.000000 Penalty: 5961.724121
	Iteration 1F: 3 clusters Score -2.125895e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81057 members 
Mstep: Class 2 contains 84920 members 
Entering Unmasked Estep 
Score: -21259792.000000 Penalty: 5961.724121
	Iteration 2Q: 3 clusters Score -2.125979e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 86112 members 
Entering Unmasked Estep 
Score: -21260784.000000 Penalty: 5961.724121
	Iteration 3Q: 3 clusters Score -2.126078e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78061 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -21261990.000000 Penalty: 5961.724121
	Iteration 4Q: 3 clusters Score -2.126199e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75270 members 
Mstep: Class 2 contains 90707 members 
Entering Unmasked Estep 
Score: -21263504.000000 Penalty: 5961.724121
	Iteration 5Q: 3 clusters Score -2.12635e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 94849 members 
Entering Unmasked Estep 
Score: -21265688.000000 Penalty: 5961.724121
	Iteration 6Q: 3 clusters Score -2.126569e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65163 members 
Mstep: Class 2 contains 100814 members 
Entering Unmasked Estep 
Score: -21269356.000000 Penalty: 5961.724121
	Iteration 7Q: 3 clusters Score -2.126936e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 109077 members 
Entering Unmasked Estep 
Score: -21275318.000000 Penalty: 5961.724121
	Iteration 8F: 3 clusters Score -2.127532e+07 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 119141 members 
Entering Unmasked Estep 
Score: -21283722.000000 Penalty: 5961.724121
	Iteration 9F: 3 clusters Score -2.128372e+07 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 129196 members 
Entering Unmasked Estep 
Score: -21292714.000000 Penalty: 5961.724121
	Iteration 10F: 3 clusters Score -2.129271e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 137616 members 
Entering Unmasked Estep 
Score: -21300294.000000 Penalty: 5961.724121
	Iteration 11F: 3 clusters Score -2.130029e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 144036 members 
Entering Unmasked Estep 
Score: -21305544.000000 Penalty: 5961.724121
	Iteration 12Q: 3 clusters Score -2.130554e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 149018 members 
Entering Unmasked Estep 
Score: -21309254.000000 Penalty: 5961.724121
	Iteration 13Q: 3 clusters Score -2.130925e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 153090 members 
Entering Unmasked Estep 
Score: -21311620.000000 Penalty: 5961.724121
	Iteration 14Q: 3 clusters Score -2.131162e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 156405 members 
Entering Unmasked Estep 
Score: -21313138.000000 Penalty: 5961.724121
	Iteration 15Q: 3 clusters Score -2.131314e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 159049 members 
Entering Unmasked Estep 
Score: -21314132.000000 Penalty: 5961.724121
	Iteration 16Q: 3 clusters Score -2.131413e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 161040 members 
Entering Unmasked Estep 
Score: -21314810.000000 Penalty: 5961.724121
	Iteration 17Q: 3 clusters Score -2.131481e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 162449 members 
Entering Unmasked Estep 
Score: -21315322.000000 Penalty: 5961.724121
	Iteration 18Q: 3 clusters Score -2.131532e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 163398 members 
Entering Unmasked Estep 
Score: -21315664.000000 Penalty: 5961.724121
	Iteration 19Q: 3 clusters Score -2.131566e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 164022 members 
Entering Unmasked Estep 
Score: -21315846.000000 Penalty: 5961.724121
	Iteration 20F: 3 clusters Score -2.131585e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 164464 members 
Entering Unmasked Estep 
Score: -21316044.000000 Penalty: 5961.724121
	Iteration 21Q: 3 clusters Score -2.131604e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 164775 members 
Entering Unmasked Estep 
Score: -21316276.000000 Penalty: 5961.724121
	Iteration 22Q: 3 clusters Score -2.131628e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 164942 members 
Entering Unmasked Estep 
Score: -21316356.000000 Penalty: 5961.724121
	Iteration 23Q: 3 clusters Score -2.131636e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 165057 members 
Entering Unmasked Estep 
Score: -21316418.000000 Penalty: 5961.724121
	Iteration 24Q: 3 clusters Score -2.131642e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 165133 members 
Entering Unmasked Estep 
Score: -21316470.000000 Penalty: 5961.724121
	Iteration 25Q: 3 clusters Score -2.131647e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 165170 members 
Entering Unmasked Estep 
Score: -21316482.000000 Penalty: 5961.724121
	Iteration 26Q: 3 clusters Score -2.131648e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 165201 members 
Entering Unmasked Estep 
Score: -21316512.000000 Penalty: 5961.724121
	Iteration 27Q: 3 clusters Score -2.131651e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 165220 members 
Entering Unmasked Estep 
Score: -21316508.000000 Penalty: 5961.724121
	Iteration 28Q: 3 clusters Score -2.131651e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 165237 members 
Entering Unmasked Estep 
Score: -21316550.000000 Penalty: 5961.724121
	Iteration 29Q: 3 clusters Score -2.131655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 165248 members 
Entering Unmasked Estep 
Score: -21316566.000000 Penalty: 5961.724121
	Iteration 30Q: 3 clusters Score -2.131657e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 165263 members 
Entering Unmasked Estep 
Score: -21316566.000000 Penalty: 5961.724121
	Iteration 31Q: 3 clusters Score -2.131657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 165270 members 
Entering Unmasked Estep 
Score: -21316584.000000 Penalty: 5961.724121
	Iteration 32Q: 3 clusters Score -2.131658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 165274 members 
Entering Unmasked Estep 
Score: -21316576.000000 Penalty: 5961.724121
	Iteration 33Q: 3 clusters Score -2.131658e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 165284 members 
Entering Unmasked Estep 
Score: -21316612.000000 Penalty: 5961.724121
	Iteration 34Q: 3 clusters Score -2.131661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 165301 members 
Entering Unmasked Estep 
Score: -21316612.000000 Penalty: 5961.724121
	Iteration 35Q: 3 clusters Score -2.131661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 165306 members 
Entering Unmasked Estep 
Score: -21316600.000000 Penalty: 5961.724121
	Iteration 36Q: 3 clusters Score -2.13166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 165309 members 
Entering Unmasked Estep 
Score: -21316606.000000 Penalty: 5961.724121
	Iteration 37Q: 3 clusters Score -2.131661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 165311 members 
Entering Unmasked Estep 
Score: -21316606.000000 Penalty: 5961.724121
	Iteration 38Q: 3 clusters Score -2.131661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 165315 members 
Entering Unmasked Estep 
Score: -21316618.000000 Penalty: 5961.724121
	Iteration 39Q: 3 clusters Score -2.131662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 165318 members 
Entering Unmasked Estep 
Score: -21316618.000000 Penalty: 5961.724121
	Iteration 40F: 3 clusters Score -2.131662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 165323 members 
Entering Unmasked Estep 
Score: -21316626.000000 Penalty: 5961.724121
	Iteration 41Q: 3 clusters Score -2.131663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 165331 members 
Entering Unmasked Estep 
Score: -21316626.000000 Penalty: 5961.724121
	Iteration 42Q: 3 clusters Score -2.131663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 165337 members 
Entering Unmasked Estep 
Score: -21316648.000000 Penalty: 5961.724121
	Iteration 43Q: 3 clusters Score -2.131665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 165339 members 
Entering Unmasked Estep 
Score: -21316648.000000 Penalty: 5961.724121
	Iteration 44Q: 3 clusters Score -2.131665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 165343 members 
Entering Unmasked Estep 
Score: -21316658.000000 Penalty: 5961.724121
	Iteration 45Q: 3 clusters Score -2.131666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 165346 members 
Entering Unmasked Estep 
Score: -21316654.000000 Penalty: 5961.724121
	Iteration 46Q: 3 clusters Score -2.131665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 165348 members 
Entering Unmasked Estep 
Score: -21316654.000000 Penalty: 5961.724121
	Iteration 47Q: 3 clusters Score -2.131665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 165349 members 
Entering Unmasked Estep 
Score: -21316654.000000 Penalty: 5961.724121
	Iteration 48Q: 3 clusters Score -2.131665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 165351 members 
Entering Unmasked Estep 
Score: -21316664.000000 Penalty: 5961.724121
	Iteration 49Q: 3 clusters Score -2.131666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 165353 members 
Entering Unmasked Estep 
Score: -21316664.000000 Penalty: 5961.724121
	Iteration 50Q: 3 clusters Score -2.131666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 165355 members 
Entering Unmasked Estep 
Score: -21316656.000000 Penalty: 5961.724121
	Iteration 51Q: 3 clusters Score -2.131666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 165357 members 
Entering Unmasked Estep 
Score: -21316654.000000 Penalty: 5961.724121
	Iteration 52Q: 3 clusters Score -2.131665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 165359 members 
Entering Unmasked Estep 
Score: -21316652.000000 Penalty: 5961.724121
	Iteration 53Q: 3 clusters Score -2.131665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 165360 members 
Entering Unmasked Estep 
Score: -21316646.000000 Penalty: 5961.724121
	Iteration 54Q: 3 clusters Score -2.131665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 165360 members 
Entering Unmasked Estep 
Score: -21316646.000000 Penalty: 5961.724121
	Iteration 55F: 3 clusters Score -2.131665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -91379.679688 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -91379.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -89711.984375 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -89711.98 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90034.734375 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -90034.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -90141.765625 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -90141.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90185.492188 Penalty: 3311.208252
	Iteration 3Q: 3 clusters Score -90185.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90214.812500 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -90214.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90238.234375 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -90238.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -90273.015625 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -90273.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -90303.289062 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -90303.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -90324.882812 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -90324.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -90329.234375 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -90329.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90332.890625 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -90332.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90334.562500 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -90334.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90334.562500 Penalty: 3311.208252
	Iteration 12F: 3 clusters Score -90334.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -64178.855469 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -64178.86 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 309 members 
Entering Unmasked Estep 
Score: -62572.480469 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -62572.48 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62930.015625 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -62930.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63038.234375 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -63038.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63136.296875 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -63136.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63237.671875 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -63237.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63407.707031 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -63407.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63528.492188 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -63528.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63609.132812 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -63609.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63679.125000 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -63679.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63747.738281 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -63747.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63798.613281 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -63798.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63826.257812 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -63826.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63844.375000 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -63844.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63849.636719 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -63849.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63850.468750 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -63850.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63853.902344 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -63853.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63853.902344 Penalty: 3198.649170
	Iteration 16F: 3 clusters Score -63853.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (155543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155543 members 
Entering Unmasked Estep 
Score: -19748882.000000 Penalty: 2964.760010
	Iteration 0F: 2 clusters Score -1.974888e+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 77625 members 
Entering Unmasked Estep 
Score: -19646036.000000 Penalty: 5929.520020
	Iteration 0F: 3 clusters Score -1.964604e+07 nChanged 74207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80049 members 
Mstep: Class 2 contains 75494 members 
Entering Unmasked Estep 
Score: -19688468.000000 Penalty: 5929.520020
	Iteration 1F: 3 clusters Score -1.968847e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81659 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -19689276.000000 Penalty: 5929.520020
	Iteration 2Q: 3 clusters Score -1.968928e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 71368 members 
Entering Unmasked Estep 
Score: -19690348.000000 Penalty: 5929.520020
	Iteration 3Q: 3 clusters Score -1.969035e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87997 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -19691974.000000 Penalty: 5929.520020
	Iteration 4Q: 3 clusters Score -1.969197e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93750 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -19695396.000000 Penalty: 5929.520020
	Iteration 5Q: 3 clusters Score -1.96954e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101930 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -19701262.000000 Penalty: 5929.520020
	Iteration 6F: 3 clusters Score -1.970126e+07 nChanged 12087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112509 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -19710352.000000 Penalty: 5929.520020
	Iteration 7F: 3 clusters Score -1.971035e+07 nChanged 12512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123779 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -19721728.000000 Penalty: 5929.520020
	Iteration 8F: 3 clusters Score -1.972173e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132765 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -19731526.000000 Penalty: 5929.520020
	Iteration 9F: 3 clusters Score -1.973153e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137934 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -19739310.000000 Penalty: 5929.520020
	Iteration 10Q: 3 clusters Score -1.973931e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139684 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -19744108.000000 Penalty: 5929.520020
	Iteration 11Q: 3 clusters Score -1.974411e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140176 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -19746244.000000 Penalty: 5929.520020
	Iteration 12Q: 3 clusters Score -1.974624e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140418 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -19747310.000000 Penalty: 5929.520020
	Iteration 13Q: 3 clusters Score -1.974731e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140501 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -19747962.000000 Penalty: 5929.520020
	Iteration 14Q: 3 clusters Score -1.974796e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140539 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -19748244.000000 Penalty: 5929.520020
	Iteration 15Q: 3 clusters Score -1.974824e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140515 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -19748570.000000 Penalty: 5929.520020
	Iteration 16Q: 3 clusters Score -1.974857e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140450 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -19748740.000000 Penalty: 5929.520020
	Iteration 17Q: 3 clusters Score -1.974874e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140360 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -19748846.000000 Penalty: 5929.520020
	Iteration 18Q: 3 clusters Score -1.974885e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140242 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -19748920.000000 Penalty: 5929.520020
	Iteration 19Q: 3 clusters Score -1.974892e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140103 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -19748966.000000 Penalty: 5929.520020
	Iteration 20F: 3 clusters Score -1.974897e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139973 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -19748990.000000 Penalty: 5929.520020
	Iteration 21Q: 3 clusters Score -1.974899e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139826 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -19749040.000000 Penalty: 5929.520020
	Iteration 22Q: 3 clusters Score -1.974904e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139685 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -19749066.000000 Penalty: 5929.520020
	Iteration 23Q: 3 clusters Score -1.974907e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139547 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -19749020.000000 Penalty: 5929.520020
	Iteration 24Q: 3 clusters Score -1.974902e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139461 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -19749040.000000 Penalty: 5929.520020
	Iteration 25Q: 3 clusters Score -1.974904e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139383 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -19749058.000000 Penalty: 5929.520020
	Iteration 26Q: 3 clusters Score -1.974906e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139307 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -19749056.000000 Penalty: 5929.520020
	Iteration 27Q: 3 clusters Score -1.974906e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139232 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -19749042.000000 Penalty: 5929.520020
	Iteration 28Q: 3 clusters Score -1.974904e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139160 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -19749052.000000 Penalty: 5929.520020
	Iteration 29Q: 3 clusters Score -1.974905e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139086 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -19749062.000000 Penalty: 5929.520020
	Iteration 30Q: 3 clusters Score -1.974906e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139020 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -19749086.000000 Penalty: 5929.520020
	Iteration 31Q: 3 clusters Score -1.974909e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138966 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -19749018.000000 Penalty: 5929.520020
	Iteration 32Q: 3 clusters Score -1.974902e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138911 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -19749042.000000 Penalty: 5929.520020
	Iteration 33Q: 3 clusters Score -1.974904e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138859 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -19749050.000000 Penalty: 5929.520020
	Iteration 34Q: 3 clusters Score -1.974905e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138808 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -19749070.000000 Penalty: 5929.520020
	Iteration 35Q: 3 clusters Score -1.974907e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138759 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -19749048.000000 Penalty: 5929.520020
	Iteration 36Q: 3 clusters Score -1.974905e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138710 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -19749064.000000 Penalty: 5929.520020
	Iteration 37Q: 3 clusters Score -1.974906e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138659 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -19749070.000000 Penalty: 5929.520020
	Iteration 38Q: 3 clusters Score -1.974907e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138605 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -19749056.000000 Penalty: 5929.520020
	Iteration 39Q: 3 clusters Score -1.974906e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138551 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -19749058.000000 Penalty: 5929.520020
	Iteration 40F: 3 clusters Score -1.974906e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138510 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -19749058.000000 Penalty: 5929.520020
	Iteration 41Q: 3 clusters Score -1.974906e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138478 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -19749060.000000 Penalty: 5929.520020
	Iteration 42Q: 3 clusters Score -1.974906e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138438 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -19749062.000000 Penalty: 5929.520020
	Iteration 43Q: 3 clusters Score -1.974906e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138412 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -19749062.000000 Penalty: 5929.520020
	Iteration 44Q: 3 clusters Score -1.974906e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138383 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -19749076.000000 Penalty: 5929.520020
	Iteration 45Q: 3 clusters Score -1.974908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138363 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -19749094.000000 Penalty: 5929.520020
	Iteration 46Q: 3 clusters Score -1.974909e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138340 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -19749080.000000 Penalty: 5929.520020
	Iteration 47Q: 3 clusters Score -1.974908e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138316 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -19749070.000000 Penalty: 5929.520020
	Iteration 48Q: 3 clusters Score -1.974907e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138302 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -19749106.000000 Penalty: 5929.520020
	Iteration 49Q: 3 clusters Score -1.974911e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138282 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -19749082.000000 Penalty: 5929.520020
	Iteration 50Q: 3 clusters Score -1.974908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138263 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -19749080.000000 Penalty: 5929.520020
	Iteration 51Q: 3 clusters Score -1.974908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138247 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -19749082.000000 Penalty: 5929.520020
	Iteration 52Q: 3 clusters Score -1.974908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138238 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -19749082.000000 Penalty: 5929.520020
	Iteration 53Q: 3 clusters Score -1.974908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138231 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -19749076.000000 Penalty: 5929.520020
	Iteration 54Q: 3 clusters Score -1.974908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138229 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -19749078.000000 Penalty: 5929.520020
	Iteration 55Q: 3 clusters Score -1.974908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138226 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -19749070.000000 Penalty: 5929.520020
	Iteration 56Q: 3 clusters Score -1.974907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138224 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -19749060.000000 Penalty: 5929.520020
	Iteration 57Q: 3 clusters Score -1.974906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138223 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -19749068.000000 Penalty: 5929.520020
	Iteration 58Q: 3 clusters Score -1.974907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138222 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -19749060.000000 Penalty: 5929.520020
	Iteration 59Q: 3 clusters Score -1.974906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138221 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -19749056.000000 Penalty: 5929.520020
	Iteration 60F: 3 clusters Score -1.974906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74526 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46293 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 165977 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 138221 members 
Mstep: Class 10 contains 146931 members 
Mstep: Class 11 contains 11745 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 153745 members 
Mstep: Class 15 contains 79464 members 
Mstep: Class 16 contains 8356 members 
Mstep: Class 17 contains 152571 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41542 members 
Mstep: Class 20 contains 80122 members 
Mstep: Class 21 contains 17322 members 
Mstep: Class 22 contains 165271 members 
Entering Unmasked Estep 
Score: -161336656.000000 Penalty: 76770.804688
Splitting cluster 9 changes total score from -161338048.000000 to -161336656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (146931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146931 members 
Entering Unmasked Estep 
Score: -18686716.000000 Penalty: 2950.634277
	Iteration 0F: 2 clusters Score -1.868672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73331 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -18590566.000000 Penalty: 5901.268555
	Iteration 0F: 3 clusters Score -1.859057e+07 nChanged 70119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71044 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -18631504.000000 Penalty: 5901.268555
	Iteration 1F: 3 clusters Score -1.86315e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -18632914.000000 Penalty: 5901.268555
	Iteration 2Q: 3 clusters Score -1.863291e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 80118 members 
Entering Unmasked Estep 
Score: -18634742.000000 Penalty: 5901.268555
	Iteration 3Q: 3 clusters Score -1.863474e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 83740 members 
Entering Unmasked Estep 
Score: -18637358.000000 Penalty: 5901.268555
	Iteration 4Q: 3 clusters Score -1.863736e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 88699 members 
Entering Unmasked Estep 
Score: -18641432.000000 Penalty: 5901.268555
	Iteration 5F: 3 clusters Score -1.864143e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 95081 members 
Entering Unmasked Estep 
Score: -18647512.000000 Penalty: 5901.268555
	Iteration 6F: 3 clusters Score -1.864751e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 102296 members 
Entering Unmasked Estep 
Score: -18655398.000000 Penalty: 5901.268555
	Iteration 7F: 3 clusters Score -1.86554e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 108897 members 
Entering Unmasked Estep 
Score: -18663444.000000 Penalty: 5901.268555
	Iteration 8F: 3 clusters Score -1.866344e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 113661 members 
Entering Unmasked Estep 
Score: -18668966.000000 Penalty: 5901.268555
	Iteration 9F: 3 clusters Score -1.866897e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 116970 members 
Entering Unmasked Estep 
Score: -18671940.000000 Penalty: 5901.268555
	Iteration 10Q: 3 clusters Score -1.867194e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 119742 members 
Entering Unmasked Estep 
Score: -18673608.000000 Penalty: 5901.268555
	Iteration 11Q: 3 clusters Score -1.867361e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 122304 members 
Entering Unmasked Estep 
Score: -18674880.000000 Penalty: 5901.268555
	Iteration 12Q: 3 clusters Score -1.867488e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 124759 members 
Entering Unmasked Estep 
Score: -18675884.000000 Penalty: 5901.268555
	Iteration 13Q: 3 clusters Score -1.867588e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 127024 members 
Entering Unmasked Estep 
Score: -18677030.000000 Penalty: 5901.268555
	Iteration 14Q: 3 clusters Score -1.867703e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 129188 members 
Entering Unmasked Estep 
Score: -18678154.000000 Penalty: 5901.268555
	Iteration 15Q: 3 clusters Score -1.867815e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 131176 members 
Entering Unmasked Estep 
Score: -18679186.000000 Penalty: 5901.268555
	Iteration 16Q: 3 clusters Score -1.867919e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 132910 members 
Entering Unmasked Estep 
Score: -18680110.000000 Penalty: 5901.268555
	Iteration 17Q: 3 clusters Score -1.868011e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 134432 members 
Entering Unmasked Estep 
Score: -18680842.000000 Penalty: 5901.268555
	Iteration 18Q: 3 clusters Score -1.868084e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 135814 members 
Entering Unmasked Estep 
Score: -18681540.000000 Penalty: 5901.268555
	Iteration 19Q: 3 clusters Score -1.868154e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 136982 members 
Entering Unmasked Estep 
Score: -18682164.000000 Penalty: 5901.268555
	Iteration 20F: 3 clusters Score -1.868216e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 137976 members 
Entering Unmasked Estep 
Score: -18682594.000000 Penalty: 5901.268555
	Iteration 21Q: 3 clusters Score -1.868259e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 138785 members 
Entering Unmasked Estep 
Score: -18682984.000000 Penalty: 5901.268555
	Iteration 22Q: 3 clusters Score -1.868298e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 139534 members 
Entering Unmasked Estep 
Score: -18683214.000000 Penalty: 5901.268555
	Iteration 23Q: 3 clusters Score -1.868321e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 140206 members 
Entering Unmasked Estep 
Score: -18683424.000000 Penalty: 5901.268555
	Iteration 24Q: 3 clusters Score -1.868342e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 140755 members 
Entering Unmasked Estep 
Score: -18683542.000000 Penalty: 5901.268555
	Iteration 25Q: 3 clusters Score -1.868354e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 141261 members 
Entering Unmasked Estep 
Score: -18683642.000000 Penalty: 5901.268555
	Iteration 26Q: 3 clusters Score -1.868364e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 141754 members 
Entering Unmasked Estep 
Score: -18683724.000000 Penalty: 5901.268555
	Iteration 27Q: 3 clusters Score -1.868372e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 142194 members 
Entering Unmasked Estep 
Score: -18683834.000000 Penalty: 5901.268555
	Iteration 28Q: 3 clusters Score -1.868383e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 142566 members 
Entering Unmasked Estep 
Score: -18683910.000000 Penalty: 5901.268555
	Iteration 29Q: 3 clusters Score -1.868391e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 142866 members 
Entering Unmasked Estep 
Score: -18683942.000000 Penalty: 5901.268555
	Iteration 30Q: 3 clusters Score -1.868394e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 143143 members 
Entering Unmasked Estep 
Score: -18684018.000000 Penalty: 5901.268555
	Iteration 31Q: 3 clusters Score -1.868402e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 143376 members 
Entering Unmasked Estep 
Score: -18684052.000000 Penalty: 5901.268555
	Iteration 32Q: 3 clusters Score -1.868405e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 143563 members 
Entering Unmasked Estep 
Score: -18684066.000000 Penalty: 5901.268555
	Iteration 33Q: 3 clusters Score -1.868407e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 143745 members 
Entering Unmasked Estep 
Score: -18684070.000000 Penalty: 5901.268555
	Iteration 34Q: 3 clusters Score -1.868407e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 143894 members 
Entering Unmasked Estep 
Score: -18684076.000000 Penalty: 5901.268555
	Iteration 35Q: 3 clusters Score -1.868408e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 144033 members 
Entering Unmasked Estep 
Score: -18684130.000000 Penalty: 5901.268555
	Iteration 36Q: 3 clusters Score -1.868413e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 144143 members 
Entering Unmasked Estep 
Score: -18684162.000000 Penalty: 5901.268555
	Iteration 37Q: 3 clusters Score -1.868416e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 144218 members 
Entering Unmasked Estep 
Score: -18684160.000000 Penalty: 5901.268555
	Iteration 38Q: 3 clusters Score -1.868416e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 144281 members 
Entering Unmasked Estep 
Score: -18684166.000000 Penalty: 5901.268555
	Iteration 39Q: 3 clusters Score -1.868417e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 144341 members 
Entering Unmasked Estep 
Score: -18684160.000000 Penalty: 5901.268555
	Iteration 40F: 3 clusters Score -1.868416e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 144401 members 
Entering Unmasked Estep 
Score: -18684168.000000 Penalty: 5901.268555
	Iteration 41Q: 3 clusters Score -1.868417e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 144465 members 
Entering Unmasked Estep 
Score: -18684176.000000 Penalty: 5901.268555
	Iteration 42Q: 3 clusters Score -1.868418e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 144535 members 
Entering Unmasked Estep 
Score: -18684180.000000 Penalty: 5901.268555
	Iteration 43Q: 3 clusters Score -1.868418e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 144615 members 
Entering Unmasked Estep 
Score: -18684174.000000 Penalty: 5901.268555
	Iteration 44Q: 3 clusters Score -1.868417e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 144678 members 
Entering Unmasked Estep 
Score: -18684178.000000 Penalty: 5901.268555
	Iteration 45Q: 3 clusters Score -1.868418e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 144730 members 
Entering Unmasked Estep 
Score: -18684214.000000 Penalty: 5901.268555
	Iteration 46Q: 3 clusters Score -1.868421e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 144778 members 
Entering Unmasked Estep 
Score: -18684236.000000 Penalty: 5901.268555
	Iteration 47Q: 3 clusters Score -1.868424e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 144824 members 
Entering Unmasked Estep 
Score: -18684252.000000 Penalty: 5901.268555
	Iteration 48Q: 3 clusters Score -1.868425e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 144870 members 
Entering Unmasked Estep 
Score: -18684268.000000 Penalty: 5901.268555
	Iteration 49Q: 3 clusters Score -1.868427e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 144902 members 
Entering Unmasked Estep 
Score: -18684262.000000 Penalty: 5901.268555
	Iteration 50Q: 3 clusters Score -1.868426e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 144927 members 
Entering Unmasked Estep 
Score: -18684260.000000 Penalty: 5901.268555
	Iteration 51Q: 3 clusters Score -1.868426e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 144948 members 
Entering Unmasked Estep 
Score: -18684258.000000 Penalty: 5901.268555
	Iteration 52Q: 3 clusters Score -1.868426e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 144964 members 
Entering Unmasked Estep 
Score: -18684270.000000 Penalty: 5901.268555
	Iteration 53Q: 3 clusters Score -1.868427e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 144980 members 
Entering Unmasked Estep 
Score: -18684262.000000 Penalty: 5901.268555
	Iteration 54Q: 3 clusters Score -1.868426e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 145004 members 
Entering Unmasked Estep 
Score: -18684264.000000 Penalty: 5901.268555
	Iteration 55Q: 3 clusters Score -1.868426e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 145023 members 
Entering Unmasked Estep 
Score: -18684264.000000 Penalty: 5901.268555
	Iteration 56Q: 3 clusters Score -1.868426e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 145044 members 
Entering Unmasked Estep 
Score: -18684274.000000 Penalty: 5901.268555
	Iteration 57Q: 3 clusters Score -1.868427e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 145068 members 
Entering Unmasked Estep 
Score: -18684302.000000 Penalty: 5901.268555
	Iteration 58Q: 3 clusters Score -1.86843e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 145089 members 
Entering Unmasked Estep 
Score: -18684272.000000 Penalty: 5901.268555
	Iteration 59Q: 3 clusters Score -1.868427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 145105 members 
Entering Unmasked Estep 
Score: -18684288.000000 Penalty: 5901.268555
	Iteration 60F: 3 clusters Score -1.868429e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 145118 members 
Entering Unmasked Estep 
Score: -18684308.000000 Penalty: 5901.268555
	Iteration 61Q: 3 clusters Score -1.868431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 145134 members 
Entering Unmasked Estep 
Score: -18684300.000000 Penalty: 5901.268555
	Iteration 62Q: 3 clusters Score -1.86843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 145143 members 
Entering Unmasked Estep 
Score: -18684308.000000 Penalty: 5901.268555
	Iteration 63Q: 3 clusters Score -1.868431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 145152 members 
Entering Unmasked Estep 
Score: -18684314.000000 Penalty: 5901.268555
	Iteration 64Q: 3 clusters Score -1.868431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 145157 members 
Entering Unmasked Estep 
Score: -18684324.000000 Penalty: 5901.268555
	Iteration 65Q: 3 clusters Score -1.868432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 145165 members 
Entering Unmasked Estep 
Score: -18684316.000000 Penalty: 5901.268555
	Iteration 66Q: 3 clusters Score -1.868432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 145173 members 
Entering Unmasked Estep 
Score: -18684318.000000 Penalty: 5901.268555
	Iteration 67Q: 3 clusters Score -1.868432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 145178 members 
Entering Unmasked Estep 
Score: -18684326.000000 Penalty: 5901.268555
	Iteration 68Q: 3 clusters Score -1.868433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 145181 members 
Entering Unmasked Estep 
Score: -18684326.000000 Penalty: 5901.268555
	Iteration 69Q: 3 clusters Score -1.868433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 145185 members 
Entering Unmasked Estep 
Score: -18684328.000000 Penalty: 5901.268555
	Iteration 70Q: 3 clusters Score -1.868433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 145186 members 
Entering Unmasked Estep 
Score: -18684328.000000 Penalty: 5901.268555
	Iteration 71Q: 3 clusters Score -1.868433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 145187 members 
Entering Unmasked Estep 
Score: -18684330.000000 Penalty: 5901.268555
	Iteration 72Q: 3 clusters Score -1.868433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 145187 members 
Entering Unmasked Estep 
Score: -18684330.000000 Penalty: 5901.268555
	Iteration 73F: 3 clusters Score -1.868433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Entering Unmasked Estep 
Score: -1424730.000000 Penalty: 2324.053223
	Iteration 0F: 2 clusters Score -1424730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1415839.250000 Penalty: 4648.106445
	Iteration 0F: 3 clusters Score -1415839 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1418467.125000 Penalty: 4648.106445
	Iteration 1F: 3 clusters Score -1418467 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1418859.750000 Penalty: 4648.106445
	Iteration 2F: 3 clusters Score -1418860 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1419178.000000 Penalty: 4648.106445
	Iteration 3F: 3 clusters Score -1419178 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1419460.375000 Penalty: 4648.106445
	Iteration 4Q: 3 clusters Score -1419460 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1419754.250000 Penalty: 4648.106445
	Iteration 5Q: 3 clusters Score -1419754 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1420106.375000 Penalty: 4648.106445
	Iteration 6Q: 3 clusters Score -1420106 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1420520.250000 Penalty: 4648.106445
	Iteration 7Q: 3 clusters Score -1420520 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1420966.500000 Penalty: 4648.106445
	Iteration 8F: 3 clusters Score -1420966 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1421475.250000 Penalty: 4648.106445
	Iteration 9F: 3 clusters Score -1421475 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1421967.375000 Penalty: 4648.106445
	Iteration 10F: 3 clusters Score -1421967 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1422401.375000 Penalty: 4648.106445
	Iteration 11Q: 3 clusters Score -1422401 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1422712.750000 Penalty: 4648.106445
	Iteration 12Q: 3 clusters Score -1422713 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1422902.000000 Penalty: 4648.106445
	Iteration 13Q: 3 clusters Score -1422902 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1423012.000000 Penalty: 4648.106445
	Iteration 14Q: 3 clusters Score -1423012 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1423087.250000 Penalty: 4648.106445
	Iteration 15Q: 3 clusters Score -1423087 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1423143.250000 Penalty: 4648.106445
	Iteration 16Q: 3 clusters Score -1423143 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1423178.750000 Penalty: 4648.106445
	Iteration 17Q: 3 clusters Score -1423179 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1423219.125000 Penalty: 4648.106445
	Iteration 18Q: 3 clusters Score -1423219 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1423254.500000 Penalty: 4648.106445
	Iteration 19Q: 3 clusters Score -1423254 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1423280.875000 Penalty: 4648.106445
	Iteration 20F: 3 clusters Score -1423281 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1423302.125000 Penalty: 4648.106445
	Iteration 21Q: 3 clusters Score -1423302 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1423313.125000 Penalty: 4648.106445
	Iteration 22Q: 3 clusters Score -1423313 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1423326.375000 Penalty: 4648.106445
	Iteration 23Q: 3 clusters Score -1423326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1423339.000000 Penalty: 4648.106445
	Iteration 24Q: 3 clusters Score -1423339 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1423351.250000 Penalty: 4648.106445
	Iteration 25Q: 3 clusters Score -1423351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1423370.875000 Penalty: 4648.106445
	Iteration 26Q: 3 clusters Score -1423371 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1423401.375000 Penalty: 4648.106445
	Iteration 27Q: 3 clusters Score -1423401 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1423441.875000 Penalty: 4648.106445
	Iteration 28Q: 3 clusters Score -1423442 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1423507.750000 Penalty: 4648.106445
	Iteration 29Q: 3 clusters Score -1423508 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1423585.250000 Penalty: 4648.106445
	Iteration 30Q: 3 clusters Score -1423585 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1423698.250000 Penalty: 4648.106445
	Iteration 31Q: 3 clusters Score -1423698 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1423845.625000 Penalty: 4648.106445
	Iteration 32Q: 3 clusters Score -1423846 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1423968.000000 Penalty: 4648.106445
	Iteration 33Q: 3 clusters Score -1423968 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1424092.125000 Penalty: 4648.106445
	Iteration 34Q: 3 clusters Score -1424092 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1424242.375000 Penalty: 4648.106445
	Iteration 35Q: 3 clusters Score -1424242 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1424416.250000 Penalty: 4648.106445
	Iteration 36Q: 3 clusters Score -1424416 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1424547.500000 Penalty: 4648.106445
	Iteration 37Q: 3 clusters Score -1424548 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1424640.000000 Penalty: 4648.106445
	Iteration 38Q: 3 clusters Score -1424640 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1424679.625000 Penalty: 4648.106445
	Iteration 39Q: 3 clusters Score -1424680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1424693.375000 Penalty: 4648.106445
	Iteration 40F: 3 clusters Score -1424693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1424699.375000 Penalty: 4648.106445
	Iteration 41Q: 3 clusters Score -1424699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1424703.500000 Penalty: 4648.106445
	Iteration 42Q: 3 clusters Score -1424704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1424709.750000 Penalty: 4648.106445
	Iteration 43Q: 3 clusters Score -1424710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1424706.500000 Penalty: 4648.106445
	Iteration 44Q: 3 clusters Score -1424706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1424712.125000 Penalty: 4648.106445
	Iteration 45Q: 3 clusters Score -1424712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1424712.750000 Penalty: 4648.106445
	Iteration 46Q: 3 clusters Score -1424713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1424713.625000 Penalty: 4648.106445
	Iteration 47Q: 3 clusters Score -1424714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1424714.750000 Penalty: 4648.106445
	Iteration 48Q: 3 clusters Score -1424715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1424714.750000 Penalty: 4648.106445
	Iteration 49F: 3 clusters Score -1424715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -518274.312500 Penalty: 2068.433105
	Iteration 0F: 2 clusters Score -518274.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -514333.406250 Penalty: 4136.866211
	Iteration 0F: 3 clusters Score -514333.4 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -515358.343750 Penalty: 4136.866211
	Iteration 1F: 3 clusters Score -515358.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -515747.781250 Penalty: 4136.866211
	Iteration 2F: 3 clusters Score -515747.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -516076.718750 Penalty: 4136.866211
	Iteration 3F: 3 clusters Score -516076.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -516330.687500 Penalty: 4136.866211
	Iteration 4F: 3 clusters Score -516330.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -516556.937500 Penalty: 4136.866211
	Iteration 5F: 3 clusters Score -516556.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -516830.156250 Penalty: 4136.866211
	Iteration 6F: 3 clusters Score -516830.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -517116.343750 Penalty: 4136.866211
	Iteration 7Q: 3 clusters Score -517116.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -517417.531250 Penalty: 4136.866211
	Iteration 8F: 3 clusters Score -517417.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -517679.375000 Penalty: 4136.866211
	Iteration 9Q: 3 clusters Score -517679.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -517935.875000 Penalty: 4136.866211
	Iteration 10Q: 3 clusters Score -517935.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -518207.093750 Penalty: 4136.866211
	Iteration 11Q: 3 clusters Score -518207.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -518426.312500 Penalty: 4136.866211
	Iteration 12Q: 3 clusters Score -518426.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -518560.531250 Penalty: 4136.866211
	Iteration 13Q: 3 clusters Score -518560.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -518647.375000 Penalty: 4136.866211
	Iteration 14Q: 3 clusters Score -518647.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -518701.593750 Penalty: 4136.866211
	Iteration 15Q: 3 clusters Score -518701.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -518736.281250 Penalty: 4136.866211
	Iteration 16Q: 3 clusters Score -518736.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -518764.500000 Penalty: 4136.866211
	Iteration 17Q: 3 clusters Score -518764.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -518791.281250 Penalty: 4136.866211
	Iteration 18Q: 3 clusters Score -518791.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -518803.375000 Penalty: 4136.866211
	Iteration 19Q: 3 clusters Score -518803.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -518811.375000 Penalty: 4136.866211
	Iteration 20F: 3 clusters Score -518811.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -518821.000000 Penalty: 4136.866211
	Iteration 21Q: 3 clusters Score -518821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -518825.812500 Penalty: 4136.866211
	Iteration 22Q: 3 clusters Score -518825.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -518829.375000 Penalty: 4136.866211
	Iteration 23Q: 3 clusters Score -518829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -518831.156250 Penalty: 4136.866211
	Iteration 24Q: 3 clusters Score -518831.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -518831.156250 Penalty: 4136.866211
	Iteration 25F: 3 clusters Score -518831.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74526 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46293 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 165977 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155543 members 
Mstep: Class 10 contains 146931 members 
Mstep: Class 11 contains 11745 members 
Mstep: Class 12 contains 2340 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 153745 members 
Mstep: Class 15 contains 79464 members 
Mstep: Class 16 contains 8356 members 
Mstep: Class 17 contains 152571 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41542 members 
Mstep: Class 20 contains 80122 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 165271 members 
Entering Unmasked Estep 
Score: -161337392.000000 Penalty: 76770.804688
Splitting cluster 12 changes total score from -161338048.000000 to -161337392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -40393.312500 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -40393.31 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 178 members 
Entering Unmasked Estep 
Score: -39000.949219 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -39000.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39147.960938 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -39147.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39202.242188 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -39202.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39220.972656 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -39220.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39226.187500 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -39226.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39226.187500 Penalty: 2906.950195
	Iteration 5F: 3 clusters Score -39226.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (153745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153745 members 
Entering Unmasked Estep 
Score: -19709194.000000 Penalty: 2961.876465
	Iteration 0F: 2 clusters Score -1.970919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 76589 members 
Entering Unmasked Estep 
Score: -19610888.000000 Penalty: 5923.752930
	Iteration 0F: 3 clusters Score -1.961089e+07 nChanged 73493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -19654050.000000 Penalty: 5923.752930
	Iteration 1F: 3 clusters Score -1.965405e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 69476 members 
Entering Unmasked Estep 
Score: -19655862.000000 Penalty: 5923.752930
	Iteration 2Q: 3 clusters Score -1.965586e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88714 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -19658932.000000 Penalty: 5923.752930
	Iteration 3Q: 3 clusters Score -1.965893e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95139 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
Score: -19663810.000000 Penalty: 5923.752930
	Iteration 4F: 3 clusters Score -1.966381e+07 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103560 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -19671256.000000 Penalty: 5923.752930
	Iteration 5F: 3 clusters Score -1.967126e+07 nChanged 11835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112981 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -19681430.000000 Penalty: 5923.752930
	Iteration 6F: 3 clusters Score -1.968143e+07 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120839 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -19690350.000000 Penalty: 5923.752930
	Iteration 7F: 3 clusters Score -1.969035e+07 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125889 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -19696062.000000 Penalty: 5923.752930
	Iteration 8Q: 3 clusters Score -1.969606e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129080 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -19698654.000000 Penalty: 5923.752930
	Iteration 9Q: 3 clusters Score -1.969865e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131456 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -19700002.000000 Penalty: 5923.752930
	Iteration 10Q: 3 clusters Score -1.97e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133615 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -19701114.000000 Penalty: 5923.752930
	Iteration 11Q: 3 clusters Score -1.970111e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135611 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -19702068.000000 Penalty: 5923.752930
	Iteration 12Q: 3 clusters Score -1.970207e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137391 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -19702904.000000 Penalty: 5923.752930
	Iteration 13Q: 3 clusters Score -1.97029e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139059 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -19703764.000000 Penalty: 5923.752930
	Iteration 14Q: 3 clusters Score -1.970376e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140675 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -19704444.000000 Penalty: 5923.752930
	Iteration 15Q: 3 clusters Score -1.970444e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142154 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -19704936.000000 Penalty: 5923.752930
	Iteration 16Q: 3 clusters Score -1.970494e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143531 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -19705296.000000 Penalty: 5923.752930
	Iteration 17Q: 3 clusters Score -1.97053e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144751 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -19705672.000000 Penalty: 5923.752930
	Iteration 18Q: 3 clusters Score -1.970567e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145821 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -19706032.000000 Penalty: 5923.752930
	Iteration 19Q: 3 clusters Score -1.970603e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146846 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -19706514.000000 Penalty: 5923.752930
	Iteration 20F: 3 clusters Score -1.970651e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147762 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -19706806.000000 Penalty: 5923.752930
	Iteration 21Q: 3 clusters Score -1.970681e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148512 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -19706972.000000 Penalty: 5923.752930
	Iteration 22Q: 3 clusters Score -1.970697e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149166 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -19707056.000000 Penalty: 5923.752930
	Iteration 23Q: 3 clusters Score -1.970706e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149699 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -19707186.000000 Penalty: 5923.752930
	Iteration 24Q: 3 clusters Score -1.970719e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150148 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -19707266.000000 Penalty: 5923.752930
	Iteration 25Q: 3 clusters Score -1.970727e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150514 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -19707336.000000 Penalty: 5923.752930
	Iteration 26Q: 3 clusters Score -1.970734e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150813 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -19707400.000000 Penalty: 5923.752930
	Iteration 27Q: 3 clusters Score -1.97074e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151056 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -19707444.000000 Penalty: 5923.752930
	Iteration 28Q: 3 clusters Score -1.970744e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151248 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -19707418.000000 Penalty: 5923.752930
	Iteration 29Q: 3 clusters Score -1.970742e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151417 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -19707392.000000 Penalty: 5923.752930
	Iteration 30Q: 3 clusters Score -1.970739e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151556 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -19707408.000000 Penalty: 5923.752930
	Iteration 31Q: 3 clusters Score -1.970741e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151667 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -19707384.000000 Penalty: 5923.752930
	Iteration 32Q: 3 clusters Score -1.970738e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151756 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -19707390.000000 Penalty: 5923.752930
	Iteration 33Q: 3 clusters Score -1.970739e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151831 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -19707382.000000 Penalty: 5923.752930
	Iteration 34Q: 3 clusters Score -1.970738e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151904 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -19707396.000000 Penalty: 5923.752930
	Iteration 35Q: 3 clusters Score -1.97074e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151946 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -19707414.000000 Penalty: 5923.752930
	Iteration 36Q: 3 clusters Score -1.970741e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151987 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -19707446.000000 Penalty: 5923.752930
	Iteration 37Q: 3 clusters Score -1.970745e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152024 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -19707432.000000 Penalty: 5923.752930
	Iteration 38Q: 3 clusters Score -1.970743e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152066 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -19707426.000000 Penalty: 5923.752930
	Iteration 39Q: 3 clusters Score -1.970743e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152111 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -19707434.000000 Penalty: 5923.752930
	Iteration 40F: 3 clusters Score -1.970743e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152149 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -19707428.000000 Penalty: 5923.752930
	Iteration 41Q: 3 clusters Score -1.970743e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152180 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -19707414.000000 Penalty: 5923.752930
	Iteration 42Q: 3 clusters Score -1.970741e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152208 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -19707400.000000 Penalty: 5923.752930
	Iteration 43Q: 3 clusters Score -1.97074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152229 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -19707384.000000 Penalty: 5923.752930
	Iteration 44Q: 3 clusters Score -1.970738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152250 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -19707388.000000 Penalty: 5923.752930
	Iteration 45Q: 3 clusters Score -1.970739e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152277 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -19707384.000000 Penalty: 5923.752930
	Iteration 46Q: 3 clusters Score -1.970738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152296 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -19707400.000000 Penalty: 5923.752930
	Iteration 47Q: 3 clusters Score -1.97074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152317 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -19707396.000000 Penalty: 5923.752930
	Iteration 48Q: 3 clusters Score -1.97074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152342 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -19707402.000000 Penalty: 5923.752930
	Iteration 49Q: 3 clusters Score -1.97074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152362 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -19707380.000000 Penalty: 5923.752930
	Iteration 50Q: 3 clusters Score -1.970738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152379 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -19707406.000000 Penalty: 5923.752930
	Iteration 51Q: 3 clusters Score -1.970741e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152394 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -19707396.000000 Penalty: 5923.752930
	Iteration 52Q: 3 clusters Score -1.97074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152407 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -19707390.000000 Penalty: 5923.752930
	Iteration 53Q: 3 clusters Score -1.970739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152413 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -19707386.000000 Penalty: 5923.752930
	Iteration 54Q: 3 clusters Score -1.970739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152418 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -19707388.000000 Penalty: 5923.752930
	Iteration 55Q: 3 clusters Score -1.970739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152428 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -19707400.000000 Penalty: 5923.752930
	Iteration 56Q: 3 clusters Score -1.97074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152440 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -19707394.000000 Penalty: 5923.752930
	Iteration 57Q: 3 clusters Score -1.970739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152449 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -19707388.000000 Penalty: 5923.752930
	Iteration 58Q: 3 clusters Score -1.970739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152454 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -19707392.000000 Penalty: 5923.752930
	Iteration 59Q: 3 clusters Score -1.970739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152457 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -19707394.000000 Penalty: 5923.752930
	Iteration 60F: 3 clusters Score -1.970739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152458 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -19707388.000000 Penalty: 5923.752930
	Iteration 61Q: 3 clusters Score -1.970739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152459 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -19707396.000000 Penalty: 5923.752930
	Iteration 62Q: 3 clusters Score -1.97074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152459 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -19707396.000000 Penalty: 5923.752930
	Iteration 63F: 3 clusters Score -1.97074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (79464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79464 members 
Entering Unmasked Estep 
Score: -9851904.000000 Penalty: 2798.198730
	Iteration 0F: 2 clusters Score -9851904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -9798815.000000 Penalty: 5596.397461
	Iteration 0F: 3 clusters Score -9798815 nChanged 37331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -9819746.000000 Penalty: 5596.397461
	Iteration 1F: 3 clusters Score -9819746 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -9820613.000000 Penalty: 5596.397461
	Iteration 2Q: 3 clusters Score -9820613 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -9821648.000000 Penalty: 5596.397461
	Iteration 3Q: 3 clusters Score -9821648 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -9822970.000000 Penalty: 5596.397461
	Iteration 4Q: 3 clusters Score -9822970 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -9824955.000000 Penalty: 5596.397461
	Iteration 5F: 3 clusters Score -9824955 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -9827581.000000 Penalty: 5596.397461
	Iteration 6F: 3 clusters Score -9827581 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -9830241.000000 Penalty: 5596.397461
	Iteration 7F: 3 clusters Score -9830241 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -9832682.000000 Penalty: 5596.397461
	Iteration 8F: 3 clusters Score -9832682 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -9834371.000000 Penalty: 5596.397461
	Iteration 9Q: 3 clusters Score -9834371 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57182 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -9835473.000000 Penalty: 5596.397461
	Iteration 10Q: 3 clusters Score -9835473 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -9836210.000000 Penalty: 5596.397461
	Iteration 11Q: 3 clusters Score -9836210 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59468 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -9836635.000000 Penalty: 5596.397461
	Iteration 12Q: 3 clusters Score -9836635 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -9836953.000000 Penalty: 5596.397461
	Iteration 13Q: 3 clusters Score -9836953 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -9837203.000000 Penalty: 5596.397461
	Iteration 14Q: 3 clusters Score -9837203 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -9837359.000000 Penalty: 5596.397461
	Iteration 15Q: 3 clusters Score -9837359 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -9837567.000000 Penalty: 5596.397461
	Iteration 16Q: 3 clusters Score -9837567 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -9837733.000000 Penalty: 5596.397461
	Iteration 17Q: 3 clusters Score -9837733 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -9837969.000000 Penalty: 5596.397461
	Iteration 18Q: 3 clusters Score -9837969 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -9838231.000000 Penalty: 5596.397461
	Iteration 19Q: 3 clusters Score -9838231 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -9838588.000000 Penalty: 5596.397461
	Iteration 20F: 3 clusters Score -9838588 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -9839025.000000 Penalty: 5596.397461
	Iteration 21Q: 3 clusters Score -9839025 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -9839756.000000 Penalty: 5596.397461
	Iteration 22Q: 3 clusters Score -9839756 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70534 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -9840789.000000 Penalty: 5596.397461
	Iteration 23Q: 3 clusters Score -9840789 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -9842374.000000 Penalty: 5596.397461
	Iteration 24Q: 3 clusters Score -9842374 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74696 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -9844364.000000 Penalty: 5596.397461
	Iteration 25Q: 3 clusters Score -9844364 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -9846543.000000 Penalty: 5596.397461
	Iteration 26Q: 3 clusters Score -9846543 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9848222.000000 Penalty: 5596.397461
	Iteration 27Q: 3 clusters Score -9848222 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9848944.000000 Penalty: 5596.397461
	Iteration 28Q: 3 clusters Score -9848944 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9849190.000000 Penalty: 5596.397461
	Iteration 29Q: 3 clusters Score -9849190 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79164 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9849285.000000 Penalty: 5596.397461
	Iteration 30Q: 3 clusters Score -9849285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9849334.000000 Penalty: 5596.397461
	Iteration 31Q: 3 clusters Score -9849334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79197 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9849373.000000 Penalty: 5596.397461
	Iteration 32Q: 3 clusters Score -9849373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9849389.000000 Penalty: 5596.397461
	Iteration 33Q: 3 clusters Score -9849389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79208 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9849413.000000 Penalty: 5596.397461
	Iteration 34Q: 3 clusters Score -9849413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9849415.000000 Penalty: 5596.397461
	Iteration 35Q: 3 clusters Score -9849415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9849427.000000 Penalty: 5596.397461
	Iteration 36Q: 3 clusters Score -9849427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79211 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9849422.000000 Penalty: 5596.397461
	Iteration 37Q: 3 clusters Score -9849422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79214 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9849425.000000 Penalty: 5596.397461
	Iteration 38Q: 3 clusters Score -9849425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9849431.000000 Penalty: 5596.397461
	Iteration 39Q: 3 clusters Score -9849431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9849443.000000 Penalty: 5596.397461
	Iteration 40F: 3 clusters Score -9849443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79217 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9849448.000000 Penalty: 5596.397461
	Iteration 41Q: 3 clusters Score -9849448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9849450.000000 Penalty: 5596.397461
	Iteration 42Q: 3 clusters Score -9849450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9849450.000000 Penalty: 5596.397461
	Iteration 43Q: 3 clusters Score -9849450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79220 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9849463.000000 Penalty: 5596.397461
	Iteration 44Q: 3 clusters Score -9849463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9849463.000000 Penalty: 5596.397461
	Iteration 45Q: 3 clusters Score -9849463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79223 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9849469.000000 Penalty: 5596.397461
	Iteration 46Q: 3 clusters Score -9849469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79226 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9849469.000000 Penalty: 5596.397461
	Iteration 47Q: 3 clusters Score -9849469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79226 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9849473.000000 Penalty: 5596.397461
	Iteration 48Q: 3 clusters Score -9849473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79228 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9849477.000000 Penalty: 5596.397461
	Iteration 49Q: 3 clusters Score -9849477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9849479.000000 Penalty: 5596.397461
	Iteration 50Q: 3 clusters Score -9849479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9849484.000000 Penalty: 5596.397461
	Iteration 51Q: 3 clusters Score -9849484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79232 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9849498.000000 Penalty: 5596.397461
	Iteration 52Q: 3 clusters Score -9849498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9849496.000000 Penalty: 5596.397461
	Iteration 53Q: 3 clusters Score -9849496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9849496.000000 Penalty: 5596.397461
	Iteration 54F: 3 clusters Score -9849496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Entering Unmasked Estep 
Score: -1008148.625000 Penalty: 2239.622314
	Iteration 0F: 2 clusters Score -1008149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1001555.750000 Penalty: 4479.244629
	Iteration 0F: 3 clusters Score -1001556 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1003748.937500 Penalty: 4479.244629
	Iteration 1F: 3 clusters Score -1003749 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1004508.437500 Penalty: 4479.244629
	Iteration 2F: 3 clusters Score -1004508 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1005233.687500 Penalty: 4479.244629
	Iteration 3F: 3 clusters Score -1005234 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1005855.375000 Penalty: 4479.244629
	Iteration 4F: 3 clusters Score -1005855 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1006284.187500 Penalty: 4479.244629
	Iteration 5F: 3 clusters Score -1006284 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1006585.312500 Penalty: 4479.244629
	Iteration 6F: 3 clusters Score -1006585 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1006776.125000 Penalty: 4479.244629
	Iteration 7Q: 3 clusters Score -1006776 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1006891.687500 Penalty: 4479.244629
	Iteration 8Q: 3 clusters Score -1006892 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1006967.187500 Penalty: 4479.244629
	Iteration 9Q: 3 clusters Score -1006967 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1007016.562500 Penalty: 4479.244629
	Iteration 10Q: 3 clusters Score -1007017 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1007052.125000 Penalty: 4479.244629
	Iteration 11Q: 3 clusters Score -1007052 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1007077.062500 Penalty: 4479.244629
	Iteration 12Q: 3 clusters Score -1007077 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1007101.625000 Penalty: 4479.244629
	Iteration 13Q: 3 clusters Score -1007102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1007119.000000 Penalty: 4479.244629
	Iteration 14Q: 3 clusters Score -1007119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1007136.625000 Penalty: 4479.244629
	Iteration 15Q: 3 clusters Score -1007137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1007156.062500 Penalty: 4479.244629
	Iteration 16Q: 3 clusters Score -1007156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1007167.437500 Penalty: 4479.244629
	Iteration 17Q: 3 clusters Score -1007167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1007180.312500 Penalty: 4479.244629
	Iteration 18Q: 3 clusters Score -1007180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1007191.812500 Penalty: 4479.244629
	Iteration 19Q: 3 clusters Score -1007192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1007196.500000 Penalty: 4479.244629
	Iteration 20F: 3 clusters Score -1007196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1007211.687500 Penalty: 4479.244629
	Iteration 21Q: 3 clusters Score -1007212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1007225.125000 Penalty: 4479.244629
	Iteration 22Q: 3 clusters Score -1007225 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1007242.500000 Penalty: 4479.244629
	Iteration 23Q: 3 clusters Score -1007242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1007255.062500 Penalty: 4479.244629
	Iteration 24Q: 3 clusters Score -1007255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1007263.437500 Penalty: 4479.244629
	Iteration 25Q: 3 clusters Score -1007263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1007269.875000 Penalty: 4479.244629
	Iteration 26Q: 3 clusters Score -1007270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1007276.250000 Penalty: 4479.244629
	Iteration 27Q: 3 clusters Score -1007276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1007277.875000 Penalty: 4479.244629
	Iteration 28Q: 3 clusters Score -1007278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1007281.812500 Penalty: 4479.244629
	Iteration 29Q: 3 clusters Score -1007282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1007288.250000 Penalty: 4479.244629
	Iteration 30Q: 3 clusters Score -1007288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1007291.875000 Penalty: 4479.244629
	Iteration 31Q: 3 clusters Score -1007292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1007297.250000 Penalty: 4479.244629
	Iteration 32Q: 3 clusters Score -1007297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1007303.812500 Penalty: 4479.244629
	Iteration 33Q: 3 clusters Score -1007304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1007308.750000 Penalty: 4479.244629
	Iteration 34Q: 3 clusters Score -1007309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1007314.375000 Penalty: 4479.244629
	Iteration 35Q: 3 clusters Score -1007314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1007317.812500 Penalty: 4479.244629
	Iteration 36Q: 3 clusters Score -1007318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1007320.125000 Penalty: 4479.244629
	Iteration 37Q: 3 clusters Score -1007320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1007323.437500 Penalty: 4479.244629
	Iteration 38Q: 3 clusters Score -1007323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1007324.687500 Penalty: 4479.244629
	Iteration 39Q: 3 clusters Score -1007325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1007327.250000 Penalty: 4479.244629
	Iteration 40F: 3 clusters Score -1007327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1007328.000000 Penalty: 4479.244629
	Iteration 41Q: 3 clusters Score -1007328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1007330.437500 Penalty: 4479.244629
	Iteration 42Q: 3 clusters Score -1007330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1007328.875000 Penalty: 4479.244629
	Iteration 43Q: 3 clusters Score -1007329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1007328.875000 Penalty: 4479.244629
	Iteration 44F: 3 clusters Score -1007329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (152571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152571 members 
Entering Unmasked Estep 
Score: -19650258.000000 Penalty: 2959.975586
	Iteration 0F: 2 clusters Score -1.965026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76503 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
Score: -19553806.000000 Penalty: 5919.951172
	Iteration 0F: 3 clusters Score -1.955381e+07 nChanged 72912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
Score: -19596382.000000 Penalty: 5919.951172
	Iteration 1F: 3 clusters Score -1.959638e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -19597788.000000 Penalty: 5919.951172
	Iteration 2Q: 3 clusters Score -1.959779e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82573 members 
Mstep: Class 2 contains 69998 members 
Entering Unmasked Estep 
Score: -19599556.000000 Penalty: 5919.951172
	Iteration 3Q: 3 clusters Score -1.959956e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85176 members 
Mstep: Class 2 contains 67395 members 
Entering Unmasked Estep 
Score: -19601968.000000 Penalty: 5919.951172
	Iteration 4Q: 3 clusters Score -1.960197e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 64179 members 
Entering Unmasked Estep 
Score: -19605956.000000 Penalty: 5919.951172
	Iteration 5Q: 3 clusters Score -1.960596e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91888 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -19611664.000000 Penalty: 5919.951172
	Iteration 6F: 3 clusters Score -1.961166e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94992 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -19619058.000000 Penalty: 5919.951172
	Iteration 7F: 3 clusters Score -1.961906e+07 nChanged 9891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96845 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -19626006.000000 Penalty: 5919.951172
	Iteration 8F: 3 clusters Score -1.962601e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -19630018.000000 Penalty: 5919.951172
	Iteration 9F: 3 clusters Score -1.963002e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97529 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -19631354.000000 Penalty: 5919.951172
	Iteration 10Q: 3 clusters Score -1.963135e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97523 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -19631870.000000 Penalty: 5919.951172
	Iteration 11Q: 3 clusters Score -1.963187e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -19632054.000000 Penalty: 5919.951172
	Iteration 12Q: 3 clusters Score -1.963205e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97608 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -19632282.000000 Penalty: 5919.951172
	Iteration 13Q: 3 clusters Score -1.963228e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97638 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -19632458.000000 Penalty: 5919.951172
	Iteration 14Q: 3 clusters Score -1.963246e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -19632714.000000 Penalty: 5919.951172
	Iteration 15Q: 3 clusters Score -1.963271e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97687 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -19633074.000000 Penalty: 5919.951172
	Iteration 16Q: 3 clusters Score -1.963307e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97645 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -19633286.000000 Penalty: 5919.951172
	Iteration 17Q: 3 clusters Score -1.963329e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97589 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -19633584.000000 Penalty: 5919.951172
	Iteration 18Q: 3 clusters Score -1.963358e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97595 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
Score: -19633860.000000 Penalty: 5919.951172
	Iteration 19Q: 3 clusters Score -1.963386e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97615 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -19634160.000000 Penalty: 5919.951172
	Iteration 20F: 3 clusters Score -1.963416e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97627 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -19634440.000000 Penalty: 5919.951172
	Iteration 21Q: 3 clusters Score -1.963444e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97723 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -19634612.000000 Penalty: 5919.951172
	Iteration 22Q: 3 clusters Score -1.963461e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97877 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -19634774.000000 Penalty: 5919.951172
	Iteration 23Q: 3 clusters Score -1.963477e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98074 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -19635006.000000 Penalty: 5919.951172
	Iteration 24Q: 3 clusters Score -1.963501e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98299 members 
Mstep: Class 2 contains 54272 members 
Entering Unmasked Estep 
Score: -19635266.000000 Penalty: 5919.951172
	Iteration 25Q: 3 clusters Score -1.963527e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98568 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -19635434.000000 Penalty: 5919.951172
	Iteration 26Q: 3 clusters Score -1.963543e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -19635660.000000 Penalty: 5919.951172
	Iteration 27Q: 3 clusters Score -1.963566e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99067 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -19635834.000000 Penalty: 5919.951172
	Iteration 28Q: 3 clusters Score -1.963583e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99375 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -19635860.000000 Penalty: 5919.951172
	Iteration 29Q: 3 clusters Score -1.963586e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99681 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -19636012.000000 Penalty: 5919.951172
	Iteration 30Q: 3 clusters Score -1.963601e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100023 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -19636088.000000 Penalty: 5919.951172
	Iteration 31Q: 3 clusters Score -1.963609e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100346 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -19636220.000000 Penalty: 5919.951172
	Iteration 32Q: 3 clusters Score -1.963622e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100753 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -19636396.000000 Penalty: 5919.951172
	Iteration 33Q: 3 clusters Score -1.96364e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101180 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -19636470.000000 Penalty: 5919.951172
	Iteration 34Q: 3 clusters Score -1.963647e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101624 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -19636552.000000 Penalty: 5919.951172
	Iteration 35Q: 3 clusters Score -1.963655e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102098 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -19636666.000000 Penalty: 5919.951172
	Iteration 36Q: 3 clusters Score -1.963667e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102627 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -19636772.000000 Penalty: 5919.951172
	Iteration 37Q: 3 clusters Score -1.963677e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103184 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -19636848.000000 Penalty: 5919.951172
	Iteration 38Q: 3 clusters Score -1.963685e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103780 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -19636962.000000 Penalty: 5919.951172
	Iteration 39Q: 3 clusters Score -1.963696e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104424 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -19637138.000000 Penalty: 5919.951172
	Iteration 40F: 3 clusters Score -1.963714e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105096 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -19637316.000000 Penalty: 5919.951172
	Iteration 41Q: 3 clusters Score -1.963732e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105825 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -19637452.000000 Penalty: 5919.951172
	Iteration 42Q: 3 clusters Score -1.963745e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106541 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -19637608.000000 Penalty: 5919.951172
	Iteration 43Q: 3 clusters Score -1.963761e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107265 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -19637722.000000 Penalty: 5919.951172
	Iteration 44Q: 3 clusters Score -1.963772e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108031 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -19637910.000000 Penalty: 5919.951172
	Iteration 45Q: 3 clusters Score -1.963791e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108800 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -19638058.000000 Penalty: 5919.951172
	Iteration 46Q: 3 clusters Score -1.963806e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109592 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -19638076.000000 Penalty: 5919.951172
	Iteration 47Q: 3 clusters Score -1.963808e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110416 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -19638232.000000 Penalty: 5919.951172
	Iteration 48Q: 3 clusters Score -1.963823e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111245 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -19638422.000000 Penalty: 5919.951172
	Iteration 49Q: 3 clusters Score -1.963842e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112063 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -19638572.000000 Penalty: 5919.951172
	Iteration 50Q: 3 clusters Score -1.963857e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112920 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -19638732.000000 Penalty: 5919.951172
	Iteration 51Q: 3 clusters Score -1.963873e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113751 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -19638902.000000 Penalty: 5919.951172
	Iteration 52Q: 3 clusters Score -1.96389e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114619 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -19639122.000000 Penalty: 5919.951172
	Iteration 53Q: 3 clusters Score -1.963912e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115478 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -19639286.000000 Penalty: 5919.951172
	Iteration 54Q: 3 clusters Score -1.963929e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116388 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -19639406.000000 Penalty: 5919.951172
	Iteration 55Q: 3 clusters Score -1.963941e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117314 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -19639688.000000 Penalty: 5919.951172
	Iteration 56Q: 3 clusters Score -1.963969e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118279 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -19639816.000000 Penalty: 5919.951172
	Iteration 57Q: 3 clusters Score -1.963982e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119232 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -19640016.000000 Penalty: 5919.951172
	Iteration 58Q: 3 clusters Score -1.964002e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120232 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -19640122.000000 Penalty: 5919.951172
	Iteration 59Q: 3 clusters Score -1.964012e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121228 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -19640300.000000 Penalty: 5919.951172
	Iteration 60F: 3 clusters Score -1.96403e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122264 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -19640594.000000 Penalty: 5919.951172
	Iteration 61Q: 3 clusters Score -1.964059e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123342 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -19640864.000000 Penalty: 5919.951172
	Iteration 62Q: 3 clusters Score -1.964086e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124475 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -19641150.000000 Penalty: 5919.951172
	Iteration 63Q: 3 clusters Score -1.964115e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125551 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -19641398.000000 Penalty: 5919.951172
	Iteration 64Q: 3 clusters Score -1.96414e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126635 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -19641672.000000 Penalty: 5919.951172
	Iteration 65Q: 3 clusters Score -1.964167e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127694 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -19641910.000000 Penalty: 5919.951172
	Iteration 66Q: 3 clusters Score -1.964191e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128759 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -19642128.000000 Penalty: 5919.951172
	Iteration 67Q: 3 clusters Score -1.964213e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129846 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -19642428.000000 Penalty: 5919.951172
	Iteration 68Q: 3 clusters Score -1.964243e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130892 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -19642750.000000 Penalty: 5919.951172
	Iteration 69Q: 3 clusters Score -1.964275e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131909 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -19642950.000000 Penalty: 5919.951172
	Iteration 70Q: 3 clusters Score -1.964295e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132969 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -19643264.000000 Penalty: 5919.951172
	Iteration 71Q: 3 clusters Score -1.964326e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134003 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -19643522.000000 Penalty: 5919.951172
	Iteration 72Q: 3 clusters Score -1.964352e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134990 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -19643832.000000 Penalty: 5919.951172
	Iteration 73Q: 3 clusters Score -1.964383e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135992 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -19644118.000000 Penalty: 5919.951172
	Iteration 74Q: 3 clusters Score -1.964412e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136999 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -19644436.000000 Penalty: 5919.951172
	Iteration 75Q: 3 clusters Score -1.964444e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138027 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -19644718.000000 Penalty: 5919.951172
	Iteration 76Q: 3 clusters Score -1.964472e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138995 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -19645056.000000 Penalty: 5919.951172
	Iteration 77Q: 3 clusters Score -1.964506e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139917 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -19645388.000000 Penalty: 5919.951172
	Iteration 78Q: 3 clusters Score -1.964539e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140792 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -19645644.000000 Penalty: 5919.951172
	Iteration 79Q: 3 clusters Score -1.964564e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141609 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -19645792.000000 Penalty: 5919.951172
	Iteration 80F: 3 clusters Score -1.964579e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142388 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -19645950.000000 Penalty: 5919.951172
	Iteration 81Q: 3 clusters Score -1.964595e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143141 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -19646066.000000 Penalty: 5919.951172
	Iteration 82Q: 3 clusters Score -1.964607e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143834 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -19646200.000000 Penalty: 5919.951172
	Iteration 83Q: 3 clusters Score -1.96462e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144480 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -19646406.000000 Penalty: 5919.951172
	Iteration 84Q: 3 clusters Score -1.964641e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145089 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -19646626.000000 Penalty: 5919.951172
	Iteration 85Q: 3 clusters Score -1.964663e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145626 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -19646680.000000 Penalty: 5919.951172
	Iteration 86Q: 3 clusters Score -1.964668e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146140 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -19646864.000000 Penalty: 5919.951172
	Iteration 87Q: 3 clusters Score -1.964686e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146599 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -19646944.000000 Penalty: 5919.951172
	Iteration 88Q: 3 clusters Score -1.964694e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147012 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -19647100.000000 Penalty: 5919.951172
	Iteration 89Q: 3 clusters Score -1.96471e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147387 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -19647248.000000 Penalty: 5919.951172
	Iteration 90Q: 3 clusters Score -1.964725e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147732 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -19647316.000000 Penalty: 5919.951172
	Iteration 91Q: 3 clusters Score -1.964732e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148036 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -19647470.000000 Penalty: 5919.951172
	Iteration 92Q: 3 clusters Score -1.964747e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148310 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -19647568.000000 Penalty: 5919.951172
	Iteration 93Q: 3 clusters Score -1.964757e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148579 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -19647676.000000 Penalty: 5919.951172
	Iteration 94Q: 3 clusters Score -1.964768e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148807 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -19647706.000000 Penalty: 5919.951172
	Iteration 95Q: 3 clusters Score -1.964771e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149012 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -19647684.000000 Penalty: 5919.951172
	Iteration 96Q: 3 clusters Score -1.964768e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149189 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -19647774.000000 Penalty: 5919.951172
	Iteration 97Q: 3 clusters Score -1.964777e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149346 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -19647878.000000 Penalty: 5919.951172
	Iteration 98Q: 3 clusters Score -1.964788e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149487 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -19647862.000000 Penalty: 5919.951172
	Iteration 99Q: 3 clusters Score -1.964786e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149603 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -19647884.000000 Penalty: 5919.951172
	Iteration 100F: 3 clusters Score -1.964788e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149712 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -19647918.000000 Penalty: 5919.951172
	Iteration 101Q: 3 clusters Score -1.964792e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149818 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -19647962.000000 Penalty: 5919.951172
	Iteration 102Q: 3 clusters Score -1.964796e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149916 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -19647998.000000 Penalty: 5919.951172
	Iteration 103Q: 3 clusters Score -1.9648e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150003 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -19648000.000000 Penalty: 5919.951172
	Iteration 104Q: 3 clusters Score -1.9648e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150080 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -19648016.000000 Penalty: 5919.951172
	Iteration 105Q: 3 clusters Score -1.964802e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150138 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -19648028.000000 Penalty: 5919.951172
	Iteration 106Q: 3 clusters Score -1.964803e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150182 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -19648034.000000 Penalty: 5919.951172
	Iteration 107Q: 3 clusters Score -1.964803e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150220 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -19648054.000000 Penalty: 5919.951172
	Iteration 108Q: 3 clusters Score -1.964805e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150263 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -19648078.000000 Penalty: 5919.951172
	Iteration 109Q: 3 clusters Score -1.964808e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150301 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -19648088.000000 Penalty: 5919.951172
	Iteration 110Q: 3 clusters Score -1.964809e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150335 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -19648092.000000 Penalty: 5919.951172
	Iteration 111Q: 3 clusters Score -1.964809e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150369 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -19648098.000000 Penalty: 5919.951172
	Iteration 112Q: 3 clusters Score -1.96481e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150403 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -19648100.000000 Penalty: 5919.951172
	Iteration 113Q: 3 clusters Score -1.96481e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150428 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -19648098.000000 Penalty: 5919.951172
	Iteration 114Q: 3 clusters Score -1.96481e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150458 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -19648100.000000 Penalty: 5919.951172
	Iteration 115Q: 3 clusters Score -1.96481e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150486 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -19648082.000000 Penalty: 5919.951172
	Iteration 116Q: 3 clusters Score -1.964808e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150515 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -19648112.000000 Penalty: 5919.951172
	Iteration 117Q: 3 clusters Score -1.964811e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150545 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -19648134.000000 Penalty: 5919.951172
	Iteration 118Q: 3 clusters Score -1.964813e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150582 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -19648146.000000 Penalty: 5919.951172
	Iteration 119Q: 3 clusters Score -1.964815e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150607 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -19648156.000000 Penalty: 5919.951172
	Iteration 120F: 3 clusters Score -1.964816e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150633 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -19648148.000000 Penalty: 5919.951172
	Iteration 121Q: 3 clusters Score -1.964815e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150659 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -19648146.000000 Penalty: 5919.951172
	Iteration 122Q: 3 clusters Score -1.964815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150681 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -19648136.000000 Penalty: 5919.951172
	Iteration 123Q: 3 clusters Score -1.964814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150690 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -19648136.000000 Penalty: 5919.951172
	Iteration 124Q: 3 clusters Score -1.964814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150694 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -19648130.000000 Penalty: 5919.951172
	Iteration 125Q: 3 clusters Score -1.964813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150699 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -19648120.000000 Penalty: 5919.951172
	Iteration 126Q: 3 clusters Score -1.964812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150707 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -19648104.000000 Penalty: 5919.951172
	Iteration 127Q: 3 clusters Score -1.96481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150712 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -19648106.000000 Penalty: 5919.951172
	Iteration 128Q: 3 clusters Score -1.964811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150719 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -19648114.000000 Penalty: 5919.951172
	Iteration 129Q: 3 clusters Score -1.964811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150723 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -19648116.000000 Penalty: 5919.951172
	Iteration 130Q: 3 clusters Score -1.964812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150728 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -19648118.000000 Penalty: 5919.951172
	Iteration 131Q: 3 clusters Score -1.964812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150735 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -19648110.000000 Penalty: 5919.951172
	Iteration 132Q: 3 clusters Score -1.964811e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150747 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -19648130.000000 Penalty: 5919.951172
	Iteration 133Q: 3 clusters Score -1.964813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150758 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -19648156.000000 Penalty: 5919.951172
	Iteration 134Q: 3 clusters Score -1.964816e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150777 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -19648170.000000 Penalty: 5919.951172
	Iteration 135Q: 3 clusters Score -1.964817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150790 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -19648162.000000 Penalty: 5919.951172
	Iteration 136Q: 3 clusters Score -1.964816e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150806 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -19648162.000000 Penalty: 5919.951172
	Iteration 137Q: 3 clusters Score -1.964816e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150823 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -19648140.000000 Penalty: 5919.951172
	Iteration 138Q: 3 clusters Score -1.964814e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150835 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -19648142.000000 Penalty: 5919.951172
	Iteration 139Q: 3 clusters Score -1.964814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150840 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -19648154.000000 Penalty: 5919.951172
	Iteration 140F: 3 clusters Score -1.964815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150842 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -19648164.000000 Penalty: 5919.951172
	Iteration 141Q: 3 clusters Score -1.964816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150851 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -19648156.000000 Penalty: 5919.951172
	Iteration 142Q: 3 clusters Score -1.964816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150862 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -19648158.000000 Penalty: 5919.951172
	Iteration 143Q: 3 clusters Score -1.964816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150868 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -19648168.000000 Penalty: 5919.951172
	Iteration 144Q: 3 clusters Score -1.964817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150873 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -19648166.000000 Penalty: 5919.951172
	Iteration 145Q: 3 clusters Score -1.964817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150877 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -19648154.000000 Penalty: 5919.951172
	Iteration 146Q: 3 clusters Score -1.964815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150885 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -19648168.000000 Penalty: 5919.951172
	Iteration 147Q: 3 clusters Score -1.964817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150892 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -19648164.000000 Penalty: 5919.951172
	Iteration 148Q: 3 clusters Score -1.964816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150893 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -19648170.000000 Penalty: 5919.951172
	Iteration 149Q: 3 clusters Score -1.964817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150897 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -19648160.000000 Penalty: 5919.951172
	Iteration 150Q: 3 clusters Score -1.964816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150901 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -19648164.000000 Penalty: 5919.951172
	Iteration 151Q: 3 clusters Score -1.964816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150906 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -19648168.000000 Penalty: 5919.951172
	Iteration 152Q: 3 clusters Score -1.964817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150909 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -19648178.000000 Penalty: 5919.951172
	Iteration 153Q: 3 clusters Score -1.964818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150914 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -19648172.000000 Penalty: 5919.951172
	Iteration 154Q: 3 clusters Score -1.964817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150916 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -19648174.000000 Penalty: 5919.951172
	Iteration 155Q: 3 clusters Score -1.964817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150921 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -19648174.000000 Penalty: 5919.951172
	Iteration 156Q: 3 clusters Score -1.964817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150922 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -19648170.000000 Penalty: 5919.951172
	Iteration 157Q: 3 clusters Score -1.964817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150923 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -19648168.000000 Penalty: 5919.951172
	Iteration 158Q: 3 clusters Score -1.964817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150926 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -19648166.000000 Penalty: 5919.951172
	Iteration 159Q: 3 clusters Score -1.964817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150930 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -19648156.000000 Penalty: 5919.951172
	Iteration 160F: 3 clusters Score -1.964816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150932 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -19648152.000000 Penalty: 5919.951172
	Iteration 161Q: 3 clusters Score -1.964815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150934 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -19648158.000000 Penalty: 5919.951172
	Iteration 162Q: 3 clusters Score -1.964816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150939 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -19648152.000000 Penalty: 5919.951172
	Iteration 163Q: 3 clusters Score -1.964815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150939 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -19648154.000000 Penalty: 5919.951172
	Iteration 164Q: 3 clusters Score -1.964815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150942 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -19648180.000000 Penalty: 5919.951172
	Iteration 165Q: 3 clusters Score -1.964818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150946 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -19648174.000000 Penalty: 5919.951172
	Iteration 166Q: 3 clusters Score -1.964817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150950 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -19648180.000000 Penalty: 5919.951172
	Iteration 167Q: 3 clusters Score -1.964818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150951 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -19648182.000000 Penalty: 5919.951172
	Iteration 168Q: 3 clusters Score -1.964818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150951 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -19648186.000000 Penalty: 5919.951172
	Iteration 169Q: 3 clusters Score -1.964819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150952 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -19648192.000000 Penalty: 5919.951172
	Iteration 170Q: 3 clusters Score -1.964819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150954 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -19648190.000000 Penalty: 5919.951172
	Iteration 171Q: 3 clusters Score -1.964819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150954 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -19648200.000000 Penalty: 5919.951172
	Iteration 172Q: 3 clusters Score -1.96482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150955 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -19648196.000000 Penalty: 5919.951172
	Iteration 173Q: 3 clusters Score -1.96482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150955 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -19648196.000000 Penalty: 5919.951172
	Iteration 174F: 3 clusters Score -1.96482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -38932.289062 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -38932.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37695.246094 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -37695.25 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38203.078125 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -38203.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38569.218750 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -38569.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38718.417969 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -38718.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38808.742188 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -38808.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38847.953125 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -38847.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38867.652344 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -38867.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38896.187500 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -38896.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38916.449219 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -38916.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38924.570312 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -38924.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38932.781250 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -38932.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38937.585938 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -38937.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38946.105469 Penalty: 2992.410889
	Iteration 12Q: 3 clusters Score -38946.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38955.878906 Penalty: 2992.410889
	Iteration 13F: 3 clusters Score -38955.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38989.214844 Penalty: 2992.410889
	Iteration 14Q: 3 clusters Score -38989.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39018.503906 Penalty: 2992.410889
	Iteration 15Q: 3 clusters Score -39018.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39018.503906 Penalty: 2992.410889
	Iteration 16F: 3 clusters Score -39018.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74526 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46293 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 165977 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155543 members 
Mstep: Class 10 contains 146931 members 
Mstep: Class 11 contains 11745 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 153745 members 
Mstep: Class 15 contains 79464 members 
Mstep: Class 16 contains 8356 members 
Mstep: Class 17 contains 152571 members 
Mstep: Class 18 contains 165 members 
Mstep: Class 19 contains 41542 members 
Mstep: Class 20 contains 80122 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 165271 members 
Entering Unmasked Estep 
Score: -161336384.000000 Penalty: 76770.804688
Splitting cluster 18 changes total score from -161338048.000000 to -161336384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (41542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Entering Unmasked Estep 
Score: -5307142.000000 Penalty: 2637.346191
	Iteration 0F: 2 clusters Score -5307142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -5279063.500000 Penalty: 5274.692383
	Iteration 0F: 3 clusters Score -5279064 nChanged 19077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -5289416.500000 Penalty: 5274.692383
	Iteration 1F: 3 clusters Score -5289416 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -5289943.500000 Penalty: 5274.692383
	Iteration 2Q: 3 clusters Score -5289944 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -5290450.500000 Penalty: 5274.692383
	Iteration 3Q: 3 clusters Score -5290450 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -5290932.500000 Penalty: 5274.692383
	Iteration 4Q: 3 clusters Score -5290932 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -5291573.000000 Penalty: 5274.692383
	Iteration 5Q: 3 clusters Score -5291573 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -5292227.500000 Penalty: 5274.692383
	Iteration 6Q: 3 clusters Score -5292228 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -5293028.000000 Penalty: 5274.692383
	Iteration 7Q: 3 clusters Score -5293028 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -5293914.000000 Penalty: 5274.692383
	Iteration 8Q: 3 clusters Score -5293914 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -5294964.000000 Penalty: 5274.692383
	Iteration 9Q: 3 clusters Score -5294964 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -5296205.500000 Penalty: 5274.692383
	Iteration 10Q: 3 clusters Score -5296206 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -5297607.000000 Penalty: 5274.692383
	Iteration 11Q: 3 clusters Score -5297607 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -5299181.000000 Penalty: 5274.692383
	Iteration 12Q: 3 clusters Score -5299181 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -5300594.500000 Penalty: 5274.692383
	Iteration 13Q: 3 clusters Score -5300594 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -5301534.500000 Penalty: 5274.692383
	Iteration 14Q: 3 clusters Score -5301534 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -5302065.500000 Penalty: 5274.692383
	Iteration 15Q: 3 clusters Score -5302066 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -5302350.000000 Penalty: 5274.692383
	Iteration 16Q: 3 clusters Score -5302350 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -5302579.000000 Penalty: 5274.692383
	Iteration 17Q: 3 clusters Score -5302579 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -5302738.000000 Penalty: 5274.692383
	Iteration 18Q: 3 clusters Score -5302738 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -5302851.500000 Penalty: 5274.692383
	Iteration 19Q: 3 clusters Score -5302852 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -5302938.000000 Penalty: 5274.692383
	Iteration 20F: 3 clusters Score -5302938 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -5303013.500000 Penalty: 5274.692383
	Iteration 21Q: 3 clusters Score -5303014 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -5303102.500000 Penalty: 5274.692383
	Iteration 22Q: 3 clusters Score -5303102 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -5303135.000000 Penalty: 5274.692383
	Iteration 23Q: 3 clusters Score -5303135 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -5303190.000000 Penalty: 5274.692383
	Iteration 24Q: 3 clusters Score -5303190 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -5303258.000000 Penalty: 5274.692383
	Iteration 25Q: 3 clusters Score -5303258 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -5303287.500000 Penalty: 5274.692383
	Iteration 26Q: 3 clusters Score -5303288 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -5303317.500000 Penalty: 5274.692383
	Iteration 27Q: 3 clusters Score -5303318 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -5303342.500000 Penalty: 5274.692383
	Iteration 28Q: 3 clusters Score -5303342 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -5303378.500000 Penalty: 5274.692383
	Iteration 29Q: 3 clusters Score -5303378 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -5303403.500000 Penalty: 5274.692383
	Iteration 30Q: 3 clusters Score -5303404 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -5303454.000000 Penalty: 5274.692383
	Iteration 31Q: 3 clusters Score -5303454 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -5303453.000000 Penalty: 5274.692383
	Iteration 32Q: 3 clusters Score -5303453 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -5303477.000000 Penalty: 5274.692383
	Iteration 33Q: 3 clusters Score -5303477 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -5303497.500000 Penalty: 5274.692383
	Iteration 34Q: 3 clusters Score -5303498 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -5303534.000000 Penalty: 5274.692383
	Iteration 35Q: 3 clusters Score -5303534 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -5303575.500000 Penalty: 5274.692383
	Iteration 36Q: 3 clusters Score -5303576 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -5303608.500000 Penalty: 5274.692383
	Iteration 37Q: 3 clusters Score -5303608 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -5303647.500000 Penalty: 5274.692383
	Iteration 38Q: 3 clusters Score -5303648 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -5303675.500000 Penalty: 5274.692383
	Iteration 39Q: 3 clusters Score -5303676 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -5303688.500000 Penalty: 5274.692383
	Iteration 40F: 3 clusters Score -5303688 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -5303725.000000 Penalty: 5274.692383
	Iteration 41Q: 3 clusters Score -5303725 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -5303751.500000 Penalty: 5274.692383
	Iteration 42Q: 3 clusters Score -5303752 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -5303787.000000 Penalty: 5274.692383
	Iteration 43Q: 3 clusters Score -5303787 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -5303813.500000 Penalty: 5274.692383
	Iteration 44Q: 3 clusters Score -5303814 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -5303852.500000 Penalty: 5274.692383
	Iteration 45Q: 3 clusters Score -5303852 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -5303865.500000 Penalty: 5274.692383
	Iteration 46Q: 3 clusters Score -5303866 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -5303897.500000 Penalty: 5274.692383
	Iteration 47Q: 3 clusters Score -5303898 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -5303928.000000 Penalty: 5274.692383
	Iteration 48Q: 3 clusters Score -5303928 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -5303943.500000 Penalty: 5274.692383
	Iteration 49Q: 3 clusters Score -5303944 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -5303987.500000 Penalty: 5274.692383
	Iteration 50Q: 3 clusters Score -5303988 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -5304011.000000 Penalty: 5274.692383
	Iteration 51Q: 3 clusters Score -5304011 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -5304039.500000 Penalty: 5274.692383
	Iteration 52Q: 3 clusters Score -5304040 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -5304058.000000 Penalty: 5274.692383
	Iteration 53Q: 3 clusters Score -5304058 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -5304069.500000 Penalty: 5274.692383
	Iteration 54Q: 3 clusters Score -5304070 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -5304085.000000 Penalty: 5274.692383
	Iteration 55Q: 3 clusters Score -5304085 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -5304097.000000 Penalty: 5274.692383
	Iteration 56Q: 3 clusters Score -5304097 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -5304115.500000 Penalty: 5274.692383
	Iteration 57Q: 3 clusters Score -5304116 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -5304124.000000 Penalty: 5274.692383
	Iteration 58Q: 3 clusters Score -5304124 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -5304137.000000 Penalty: 5274.692383
	Iteration 59Q: 3 clusters Score -5304137 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -5304168.000000 Penalty: 5274.692383
	Iteration 60F: 3 clusters Score -5304168 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -5304172.500000 Penalty: 5274.692383
	Iteration 61Q: 3 clusters Score -5304172 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -5304189.000000 Penalty: 5274.692383
	Iteration 62Q: 3 clusters Score -5304189 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -5304188.000000 Penalty: 5274.692383
	Iteration 63Q: 3 clusters Score -5304188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -5304211.000000 Penalty: 5274.692383
	Iteration 64Q: 3 clusters Score -5304211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -5304221.000000 Penalty: 5274.692383
	Iteration 65Q: 3 clusters Score -5304221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -5304229.000000 Penalty: 5274.692383
	Iteration 66Q: 3 clusters Score -5304229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -5304238.000000 Penalty: 5274.692383
	Iteration 67Q: 3 clusters Score -5304238 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -5304264.000000 Penalty: 5274.692383
	Iteration 68Q: 3 clusters Score -5304264 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -5304271.500000 Penalty: 5274.692383
	Iteration 69Q: 3 clusters Score -5304272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -5304295.000000 Penalty: 5274.692383
	Iteration 70Q: 3 clusters Score -5304295 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -5304315.500000 Penalty: 5274.692383
	Iteration 71Q: 3 clusters Score -5304316 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -5304352.500000 Penalty: 5274.692383
	Iteration 72Q: 3 clusters Score -5304352 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -5304382.500000 Penalty: 5274.692383
	Iteration 73Q: 3 clusters Score -5304382 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -5304410.500000 Penalty: 5274.692383
	Iteration 74Q: 3 clusters Score -5304410 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -5304450.000000 Penalty: 5274.692383
	Iteration 75Q: 3 clusters Score -5304450 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -5304467.000000 Penalty: 5274.692383
	Iteration 76Q: 3 clusters Score -5304467 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -5304491.000000 Penalty: 5274.692383
	Iteration 77Q: 3 clusters Score -5304491 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -5304500.500000 Penalty: 5274.692383
	Iteration 78Q: 3 clusters Score -5304500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -5304506.000000 Penalty: 5274.692383
	Iteration 79Q: 3 clusters Score -5304506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -5304523.500000 Penalty: 5274.692383
	Iteration 80F: 3 clusters Score -5304524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -5304537.500000 Penalty: 5274.692383
	Iteration 81Q: 3 clusters Score -5304538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -5304554.000000 Penalty: 5274.692383
	Iteration 82Q: 3 clusters Score -5304554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -5304571.500000 Penalty: 5274.692383
	Iteration 83Q: 3 clusters Score -5304572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -5304598.000000 Penalty: 5274.692383
	Iteration 84Q: 3 clusters Score -5304598 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -5304621.500000 Penalty: 5274.692383
	Iteration 85Q: 3 clusters Score -5304622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -5304645.500000 Penalty: 5274.692383
	Iteration 86Q: 3 clusters Score -5304646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -5304666.000000 Penalty: 5274.692383
	Iteration 87Q: 3 clusters Score -5304666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -5304675.000000 Penalty: 5274.692383
	Iteration 88Q: 3 clusters Score -5304675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -5304694.500000 Penalty: 5274.692383
	Iteration 89Q: 3 clusters Score -5304694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -5304707.500000 Penalty: 5274.692383
	Iteration 90Q: 3 clusters Score -5304708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -5304720.000000 Penalty: 5274.692383
	Iteration 91Q: 3 clusters Score -5304720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -5304739.500000 Penalty: 5274.692383
	Iteration 92Q: 3 clusters Score -5304740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -5304749.500000 Penalty: 5274.692383
	Iteration 93Q: 3 clusters Score -5304750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -5304757.500000 Penalty: 5274.692383
	Iteration 94Q: 3 clusters Score -5304758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -5304765.500000 Penalty: 5274.692383
	Iteration 95Q: 3 clusters Score -5304766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -5304778.000000 Penalty: 5274.692383
	Iteration 96Q: 3 clusters Score -5304778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -5304784.000000 Penalty: 5274.692383
	Iteration 97Q: 3 clusters Score -5304784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -5304789.500000 Penalty: 5274.692383
	Iteration 98Q: 3 clusters Score -5304790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -5304786.500000 Penalty: 5274.692383
	Iteration 99Q: 3 clusters Score -5304786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -5304791.000000 Penalty: 5274.692383
	Iteration 100F: 3 clusters Score -5304791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -5304795.000000 Penalty: 5274.692383
	Iteration 101Q: 3 clusters Score -5304795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -5304794.000000 Penalty: 5274.692383
	Iteration 102Q: 3 clusters Score -5304794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -5304790.000000 Penalty: 5274.692383
	Iteration 103Q: 3 clusters Score -5304790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -5304791.000000 Penalty: 5274.692383
	Iteration 104Q: 3 clusters Score -5304791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -5304791.500000 Penalty: 5274.692383
	Iteration 105Q: 3 clusters Score -5304792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -5304794.500000 Penalty: 5274.692383
	Iteration 106Q: 3 clusters Score -5304794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -5304795.500000 Penalty: 5274.692383
	Iteration 107Q: 3 clusters Score -5304796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -5304796.000000 Penalty: 5274.692383
	Iteration 108Q: 3 clusters Score -5304796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -5304794.500000 Penalty: 5274.692383
	Iteration 109Q: 3 clusters Score -5304794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -5304794.500000 Penalty: 5274.692383
	Iteration 110F: 3 clusters Score -5304794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (80122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Entering Unmasked Estep 
Score: -10258737.000000 Penalty: 2800.243652
	Iteration 0F: 2 clusters Score -1.025874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -10205060.000000 Penalty: 5600.487305
	Iteration 0F: 3 clusters Score -1.020506e+07 nChanged 37732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -10226312.000000 Penalty: 5600.487305
	Iteration 1F: 3 clusters Score -1.022631e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -10227012.000000 Penalty: 5600.487305
	Iteration 2Q: 3 clusters Score -1.022701e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -10227962.000000 Penalty: 5600.487305
	Iteration 3Q: 3 clusters Score -1.022796e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -10229143.000000 Penalty: 5600.487305
	Iteration 4Q: 3 clusters Score -1.022914e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -10230767.000000 Penalty: 5600.487305
	Iteration 5Q: 3 clusters Score -1.023077e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -10233369.000000 Penalty: 5600.487305
	Iteration 6F: 3 clusters Score -1.023337e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -10237179.000000 Penalty: 5600.487305
	Iteration 7F: 3 clusters Score -1.023718e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -10242074.000000 Penalty: 5600.487305
	Iteration 8F: 3 clusters Score -1.024207e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
Score: -10247111.000000 Penalty: 5600.487305
	Iteration 9F: 3 clusters Score -1.024711e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 74391 members 
Entering Unmasked Estep 
Score: -10251338.000000 Penalty: 5600.487305
	Iteration 10F: 3 clusters Score -1.025134e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 77324 members 
Entering Unmasked Estep 
Score: -10253991.000000 Penalty: 5600.487305
	Iteration 11Q: 3 clusters Score -1.025399e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 78833 members 
Entering Unmasked Estep 
Score: -10255280.000000 Penalty: 5600.487305
	Iteration 12Q: 3 clusters Score -1.025528e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 79410 members 
Entering Unmasked Estep 
Score: -10255804.000000 Penalty: 5600.487305
	Iteration 13Q: 3 clusters Score -1.02558e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 79644 members 
Entering Unmasked Estep 
Score: -10256039.000000 Penalty: 5600.487305
	Iteration 14Q: 3 clusters Score -1.025604e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -10256137.000000 Penalty: 5600.487305
	Iteration 15Q: 3 clusters Score -1.025614e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 79750 members 
Entering Unmasked Estep 
Score: -10256182.000000 Penalty: 5600.487305
	Iteration 16Q: 3 clusters Score -1.025618e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -10256227.000000 Penalty: 5600.487305
	Iteration 17Q: 3 clusters Score -1.025623e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 79796 members 
Entering Unmasked Estep 
Score: -10256248.000000 Penalty: 5600.487305
	Iteration 18Q: 3 clusters Score -1.025625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 79805 members 
Entering Unmasked Estep 
Score: -10256281.000000 Penalty: 5600.487305
	Iteration 19Q: 3 clusters Score -1.025628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -10256286.000000 Penalty: 5600.487305
	Iteration 20F: 3 clusters Score -1.025629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -10256296.000000 Penalty: 5600.487305
	Iteration 21Q: 3 clusters Score -1.02563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 79817 members 
Entering Unmasked Estep 
Score: -10256308.000000 Penalty: 5600.487305
	Iteration 22Q: 3 clusters Score -1.025631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -10256316.000000 Penalty: 5600.487305
	Iteration 23Q: 3 clusters Score -1.025632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 79820 members 
Entering Unmasked Estep 
Score: -10256315.000000 Penalty: 5600.487305
	Iteration 24Q: 3 clusters Score -1.025632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 79820 members 
Entering Unmasked Estep 
Score: -10256310.000000 Penalty: 5600.487305
	Iteration 25Q: 3 clusters Score -1.025631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -10256313.000000 Penalty: 5600.487305
	Iteration 26Q: 3 clusters Score -1.025631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -10256316.000000 Penalty: 5600.487305
	Iteration 27Q: 3 clusters Score -1.025632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -10256322.000000 Penalty: 5600.487305
	Iteration 28Q: 3 clusters Score -1.025632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -10256322.000000 Penalty: 5600.487305
	Iteration 29F: 3 clusters Score -1.025632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (165271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165271 members 
Entering Unmasked Estep 
Score: -20989202.000000 Penalty: 2979.804688
	Iteration 0F: 2 clusters Score -2.09892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 82673 members 
Entering Unmasked Estep 
Score: -20880220.000000 Penalty: 5959.609375
	Iteration 0F: 3 clusters Score -2.088022e+07 nChanged 79313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81551 members 
Mstep: Class 2 contains 83720 members 
Entering Unmasked Estep 
Score: -20926960.000000 Penalty: 5959.609375
	Iteration 1F: 3 clusters Score -2.092696e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81413 members 
Mstep: Class 2 contains 83858 members 
Entering Unmasked Estep 
Score: -20928794.000000 Penalty: 5959.609375
	Iteration 2Q: 3 clusters Score -2.092879e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81480 members 
Mstep: Class 2 contains 83791 members 
Entering Unmasked Estep 
Score: -20930982.000000 Penalty: 5959.609375
	Iteration 3Q: 3 clusters Score -2.093098e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -20934462.000000 Penalty: 5959.609375
	Iteration 4Q: 3 clusters Score -2.093446e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83261 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -20939098.000000 Penalty: 5959.609375
	Iteration 5F: 3 clusters Score -2.09391e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85188 members 
Mstep: Class 2 contains 80083 members 
Entering Unmasked Estep 
Score: -20945966.000000 Penalty: 5959.609375
	Iteration 6F: 3 clusters Score -2.094597e+07 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 77674 members 
Entering Unmasked Estep 
Score: -20954372.000000 Penalty: 5959.609375
	Iteration 7F: 3 clusters Score -2.095437e+07 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89664 members 
Mstep: Class 2 contains 75607 members 
Entering Unmasked Estep 
Score: -20961848.000000 Penalty: 5959.609375
	Iteration 8F: 3 clusters Score -2.096185e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91141 members 
Mstep: Class 2 contains 74130 members 
Entering Unmasked Estep 
Score: -20965896.000000 Penalty: 5959.609375
	Iteration 9F: 3 clusters Score -2.09659e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92362 members 
Mstep: Class 2 contains 72909 members 
Entering Unmasked Estep 
Score: -20967668.000000 Penalty: 5959.609375
	Iteration 10Q: 3 clusters Score -2.096767e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93596 members 
Mstep: Class 2 contains 71675 members 
Entering Unmasked Estep 
Score: -20968248.000000 Penalty: 5959.609375
	Iteration 11Q: 3 clusters Score -2.096825e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94885 members 
Mstep: Class 2 contains 70386 members 
Entering Unmasked Estep 
Score: -20968668.000000 Penalty: 5959.609375
	Iteration 12Q: 3 clusters Score -2.096867e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96259 members 
Mstep: Class 2 contains 69012 members 
Entering Unmasked Estep 
Score: -20969004.000000 Penalty: 5959.609375
	Iteration 13Q: 3 clusters Score -2.0969e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97721 members 
Mstep: Class 2 contains 67550 members 
Entering Unmasked Estep 
Score: -20969332.000000 Penalty: 5959.609375
	Iteration 14Q: 3 clusters Score -2.096933e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99351 members 
Mstep: Class 2 contains 65920 members 
Entering Unmasked Estep 
Score: -20969690.000000 Penalty: 5959.609375
	Iteration 15Q: 3 clusters Score -2.096969e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101128 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -20970144.000000 Penalty: 5959.609375
	Iteration 16Q: 3 clusters Score -2.097014e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103043 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -20970570.000000 Penalty: 5959.609375
	Iteration 17Q: 3 clusters Score -2.097057e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105086 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -20971224.000000 Penalty: 5959.609375
	Iteration 18Q: 3 clusters Score -2.097122e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107332 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -20971886.000000 Penalty: 5959.609375
	Iteration 19Q: 3 clusters Score -2.097189e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109728 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -20972722.000000 Penalty: 5959.609375
	Iteration 20F: 3 clusters Score -2.097272e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112218 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -20973734.000000 Penalty: 5959.609375
	Iteration 21Q: 3 clusters Score -2.097373e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114764 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -20974448.000000 Penalty: 5959.609375
	Iteration 22Q: 3 clusters Score -2.097445e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117367 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -20975446.000000 Penalty: 5959.609375
	Iteration 23Q: 3 clusters Score -2.097545e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119931 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -20976366.000000 Penalty: 5959.609375
	Iteration 24Q: 3 clusters Score -2.097637e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122423 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -20977264.000000 Penalty: 5959.609375
	Iteration 25Q: 3 clusters Score -2.097726e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124800 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -20978228.000000 Penalty: 5959.609375
	Iteration 26Q: 3 clusters Score -2.097823e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127153 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -20979014.000000 Penalty: 5959.609375
	Iteration 27Q: 3 clusters Score -2.097901e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129517 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -20979852.000000 Penalty: 5959.609375
	Iteration 28Q: 3 clusters Score -2.097985e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131824 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -20980642.000000 Penalty: 5959.609375
	Iteration 29Q: 3 clusters Score -2.098064e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134082 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -20981556.000000 Penalty: 5959.609375
	Iteration 30Q: 3 clusters Score -2.098156e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136285 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -20982288.000000 Penalty: 5959.609375
	Iteration 31Q: 3 clusters Score -2.098229e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138366 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -20982998.000000 Penalty: 5959.609375
	Iteration 32Q: 3 clusters Score -2.0983e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140382 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -20983620.000000 Penalty: 5959.609375
	Iteration 33Q: 3 clusters Score -2.098362e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142215 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -20984292.000000 Penalty: 5959.609375
	Iteration 34Q: 3 clusters Score -2.098429e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143962 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -20984786.000000 Penalty: 5959.609375
	Iteration 35Q: 3 clusters Score -2.098479e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145601 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -20985282.000000 Penalty: 5959.609375
	Iteration 36Q: 3 clusters Score -2.098528e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -20985738.000000 Penalty: 5959.609375
	Iteration 37Q: 3 clusters Score -2.098574e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148608 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -20986132.000000 Penalty: 5959.609375
	Iteration 38Q: 3 clusters Score -2.098613e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150012 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -20986470.000000 Penalty: 5959.609375
	Iteration 39Q: 3 clusters Score -2.098647e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151303 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -20986792.000000 Penalty: 5959.609375
	Iteration 40F: 3 clusters Score -2.098679e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152531 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -20987192.000000 Penalty: 5959.609375
	Iteration 41Q: 3 clusters Score -2.098719e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153653 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -20987414.000000 Penalty: 5959.609375
	Iteration 42Q: 3 clusters Score -2.098741e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154640 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -20987450.000000 Penalty: 5959.609375
	Iteration 43Q: 3 clusters Score -2.098745e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155582 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -20987612.000000 Penalty: 5959.609375
	Iteration 44Q: 3 clusters Score -2.098761e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156439 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -20987746.000000 Penalty: 5959.609375
	Iteration 45Q: 3 clusters Score -2.098775e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157200 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -20987842.000000 Penalty: 5959.609375
	Iteration 46Q: 3 clusters Score -2.098784e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157911 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -20987920.000000 Penalty: 5959.609375
	Iteration 47Q: 3 clusters Score -2.098792e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158504 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -20987974.000000 Penalty: 5959.609375
	Iteration 48Q: 3 clusters Score -2.098797e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159027 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -20988042.000000 Penalty: 5959.609375
	Iteration 49Q: 3 clusters Score -2.098804e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159502 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -20988082.000000 Penalty: 5959.609375
	Iteration 50Q: 3 clusters Score -2.098808e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159901 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -20988086.000000 Penalty: 5959.609375
	Iteration 51Q: 3 clusters Score -2.098809e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160222 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -20988018.000000 Penalty: 5959.609375
	Iteration 52Q: 3 clusters Score -2.098802e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160494 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -20987992.000000 Penalty: 5959.609375
	Iteration 53Q: 3 clusters Score -2.098799e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160722 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -20988020.000000 Penalty: 5959.609375
	Iteration 54Q: 3 clusters Score -2.098802e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160921 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -20988038.000000 Penalty: 5959.609375
	Iteration 55Q: 3 clusters Score -2.098804e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161090 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -20988018.000000 Penalty: 5959.609375
	Iteration 56Q: 3 clusters Score -2.098802e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161240 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -20987994.000000 Penalty: 5959.609375
	Iteration 57Q: 3 clusters Score -2.098799e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161374 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -20987996.000000 Penalty: 5959.609375
	Iteration 58Q: 3 clusters Score -2.0988e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161484 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -20987988.000000 Penalty: 5959.609375
	Iteration 59Q: 3 clusters Score -2.098799e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161571 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -20987962.000000 Penalty: 5959.609375
	Iteration 60F: 3 clusters Score -2.098796e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161635 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -20987964.000000 Penalty: 5959.609375
	Iteration 61Q: 3 clusters Score -2.098796e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161685 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -20988010.000000 Penalty: 5959.609375
	Iteration 62Q: 3 clusters Score -2.098801e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161749 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -20987996.000000 Penalty: 5959.609375
	Iteration 63Q: 3 clusters Score -2.0988e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161806 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -20988034.000000 Penalty: 5959.609375
	Iteration 64Q: 3 clusters Score -2.098803e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161853 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -20987988.000000 Penalty: 5959.609375
	Iteration 65Q: 3 clusters Score -2.098799e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161905 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -20987944.000000 Penalty: 5959.609375
	Iteration 66Q: 3 clusters Score -2.098794e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161962 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -20987940.000000 Penalty: 5959.609375
	Iteration 67Q: 3 clusters Score -2.098794e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161997 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -20987932.000000 Penalty: 5959.609375
	Iteration 68Q: 3 clusters Score -2.098793e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162023 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -20987944.000000 Penalty: 5959.609375
	Iteration 69Q: 3 clusters Score -2.098794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162049 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -20987954.000000 Penalty: 5959.609375
	Iteration 70Q: 3 clusters Score -2.098795e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162080 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -20987920.000000 Penalty: 5959.609375
	Iteration 71Q: 3 clusters Score -2.098792e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162101 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -20987936.000000 Penalty: 5959.609375
	Iteration 72Q: 3 clusters Score -2.098794e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162122 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -20987920.000000 Penalty: 5959.609375
	Iteration 73Q: 3 clusters Score -2.098792e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162146 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -20987914.000000 Penalty: 5959.609375
	Iteration 74Q: 3 clusters Score -2.098791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162163 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -20987908.000000 Penalty: 5959.609375
	Iteration 75Q: 3 clusters Score -2.098791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162175 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -20987928.000000 Penalty: 5959.609375
	Iteration 76Q: 3 clusters Score -2.098793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162188 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -20987922.000000 Penalty: 5959.609375
	Iteration 77Q: 3 clusters Score -2.098792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162199 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -20987914.000000 Penalty: 5959.609375
	Iteration 78Q: 3 clusters Score -2.098791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162210 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -20987922.000000 Penalty: 5959.609375
	Iteration 79Q: 3 clusters Score -2.098792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162212 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -20987928.000000 Penalty: 5959.609375
	Iteration 80F: 3 clusters Score -2.098793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74526 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46293 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 165977 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155543 members 
Mstep: Class 10 contains 146931 members 
Mstep: Class 11 contains 11745 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 153745 members 
Mstep: Class 15 contains 79464 members 
Mstep: Class 16 contains 8356 members 
Mstep: Class 17 contains 152571 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41542 members 
Mstep: Class 20 contains 80122 members 
Mstep: Class 22 contains 165271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338352.000000 Penalty: 73281.218750
Iteration 199Q: 22 clusters Score -1.613384e+08 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74454 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46292 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1038 members 
Mstep: Class 6 contains 166189 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155626 members 
Mstep: Class 10 contains 146928 members 
Mstep: Class 11 contains 11738 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 153656 members 
Mstep: Class 15 contains 79515 members 
Mstep: Class 16 contains 8378 members 
Mstep: Class 17 contains 152524 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41514 members 
Mstep: Class 20 contains 79986 members 
Mstep: Class 22 contains 165286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338480.000000 Penalty: 73281.218750
Iteration 200F: 22 clusters Score -1.613385e+08 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46293 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1037 members 
Mstep: Class 6 contains 166450 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155704 members 
Mstep: Class 10 contains 146897 members 
Mstep: Class 11 contains 11737 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 153544 members 
Mstep: Class 15 contains 79608 members 
Mstep: Class 16 contains 8394 members 
Mstep: Class 17 contains 152471 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41494 members 
Mstep: Class 20 contains 79838 members 
Mstep: Class 22 contains 165294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338736.000000 Penalty: 73281.218750
Iteration 201Q: 22 clusters Score -1.613387e+08 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46293 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1037 members 
Mstep: Class 6 contains 166727 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155797 members 
Mstep: Class 10 contains 146850 members 
Mstep: Class 11 contains 11729 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 153432 members 
Mstep: Class 15 contains 79699 members 
Mstep: Class 16 contains 8414 members 
Mstep: Class 17 contains 152414 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41484 members 
Mstep: Class 20 contains 79684 members 
Mstep: Class 22 contains 165271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338896.000000 Penalty: 73281.218750
Iteration 202Q: 22 clusters Score -1.613389e+08 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74209 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46289 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1037 members 
Mstep: Class 6 contains 167060 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 155939 members 
Mstep: Class 10 contains 146797 members 
Mstep: Class 11 contains 11728 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 153296 members 
Mstep: Class 15 contains 79782 members 
Mstep: Class 16 contains 8436 members 
Mstep: Class 17 contains 152341 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41484 members 
Mstep: Class 20 contains 79534 members 
Mstep: Class 22 contains 165194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338704.000000 Penalty: 73281.218750
Iteration 203Q: 22 clusters Score -1.613387e+08 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46286 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1039 members 
Mstep: Class 6 contains 167317 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 156112 members 
Mstep: Class 10 contains 146746 members 
Mstep: Class 11 contains 11722 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 153139 members 
Mstep: Class 15 contains 79844 members 
Mstep: Class 16 contains 8466 members 
Mstep: Class 17 contains 152280 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41482 members 
Mstep: Class 20 contains 79357 members 
Mstep: Class 22 contains 165180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338800.000000 Penalty: 73281.218750
Iteration 204Q: 22 clusters Score -1.613388e+08 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46285 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1039 members 
Mstep: Class 6 contains 167521 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 156274 members 
Mstep: Class 10 contains 146680 members 
Mstep: Class 11 contains 11730 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 153027 members 
Mstep: Class 15 contains 79923 members 
Mstep: Class 16 contains 8491 members 
Mstep: Class 17 contains 152260 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41491 members 
Mstep: Class 20 contains 79207 members 
Mstep: Class 22 contains 165129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161339264.000000 Penalty: 73281.218750
Iteration 205Q: 22 clusters Score -1.613393e+08 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46278 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 167682 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 156474 members 
Mstep: Class 10 contains 146663 members 
Mstep: Class 11 contains 11743 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152905 members 
Mstep: Class 15 contains 79991 members 
Mstep: Class 16 contains 8517 members 
Mstep: Class 17 contains 152241 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41487 members 
Mstep: Class 20 contains 79059 members 
Mstep: Class 22 contains 165090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161339392.000000 Penalty: 73281.218750
Iteration 206Q: 22 clusters Score -1.613394e+08 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73866 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46281 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 167771 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 156698 members 
Mstep: Class 10 contains 146656 members 
Mstep: Class 11 contains 11744 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152764 members 
Mstep: Class 15 contains 80080 members 
Mstep: Class 16 contains 8547 members 
Mstep: Class 17 contains 152217 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41477 members 
Mstep: Class 20 contains 78916 members 
Mstep: Class 22 contains 165074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161339584.000000 Penalty: 73281.218750
Iteration 207Q: 22 clusters Score -1.613396e+08 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46276 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 167909 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 156966 members 
Mstep: Class 10 contains 146575 members 
Mstep: Class 11 contains 11731 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152642 members 
Mstep: Class 15 contains 80162 members 
Mstep: Class 16 contains 8584 members 
Mstep: Class 17 contains 152179 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41465 members 
Mstep: Class 20 contains 78763 members 
Mstep: Class 22 contains 165065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161339776.000000 Penalty: 73281.218750
Iteration 208Q: 22 clusters Score -1.613398e+08 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46276 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 168104 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 157186 members 
Mstep: Class 10 contains 146475 members 
Mstep: Class 11 contains 11732 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152540 members 
Mstep: Class 15 contains 80256 members 
Mstep: Class 16 contains 8623 members 
Mstep: Class 17 contains 152138 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41454 members 
Mstep: Class 20 contains 78578 members 
Mstep: Class 22 contains 165036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340016.000000 Penalty: 73281.218750
Iteration 209Q: 22 clusters Score -1.6134e+08 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46268 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1034 members 
Mstep: Class 6 contains 168331 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 157361 members 
Mstep: Class 10 contains 146367 members 
Mstep: Class 11 contains 11744 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152425 members 
Mstep: Class 15 contains 80367 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 152084 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41446 members 
Mstep: Class 20 contains 78391 members 
Mstep: Class 22 contains 165055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340144.000000 Penalty: 73281.218750
Iteration 210Q: 22 clusters Score -1.613401e+08 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46264 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 168537 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 157599 members 
Mstep: Class 10 contains 146235 members 
Mstep: Class 11 contains 11753 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152301 members 
Mstep: Class 15 contains 80433 members 
Mstep: Class 16 contains 8712 members 
Mstep: Class 17 contains 152017 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41447 members 
Mstep: Class 20 contains 78189 members 
Mstep: Class 22 contains 165080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340528.000000 Penalty: 73281.218750
Iteration 211Q: 22 clusters Score -1.613405e+08 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46255 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 168770 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 157781 members 
Mstep: Class 10 contains 146107 members 
Mstep: Class 11 contains 11760 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152156 members 
Mstep: Class 15 contains 80504 members 
Mstep: Class 16 contains 8758 members 
Mstep: Class 17 contains 151940 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41457 members 
Mstep: Class 20 contains 78007 members 
Mstep: Class 22 contains 165150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341376.000000 Penalty: 73281.218750
Iteration 212Q: 22 clusters Score -1.613414e+08 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46255 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 168947 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 157985 members 
Mstep: Class 10 contains 146000 members 
Mstep: Class 11 contains 11752 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152036 members 
Mstep: Class 15 contains 80570 members 
Mstep: Class 16 contains 8798 members 
Mstep: Class 17 contains 151882 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41457 members 
Mstep: Class 20 contains 77851 members 
Mstep: Class 22 contains 165186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341904.000000 Penalty: 73281.218750
Iteration 213Q: 22 clusters Score -1.613419e+08 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46250 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 169030 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158181 members 
Mstep: Class 10 contains 145910 members 
Mstep: Class 11 contains 11742 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151979 members 
Mstep: Class 15 contains 80661 members 
Mstep: Class 16 contains 8834 members 
Mstep: Class 17 contains 151871 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41458 members 
Mstep: Class 20 contains 77701 members 
Mstep: Class 22 contains 165182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341856.000000 Penalty: 73281.218750
Iteration 214Q: 22 clusters Score -1.613419e+08 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73225 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46248 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1034 members 
Mstep: Class 6 contains 169100 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158416 members 
Mstep: Class 10 contains 145824 members 
Mstep: Class 11 contains 11738 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151907 members 
Mstep: Class 15 contains 80721 members 
Mstep: Class 16 contains 8867 members 
Mstep: Class 17 contains 151840 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41460 members 
Mstep: Class 20 contains 77535 members 
Mstep: Class 22 contains 165213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341792.000000 Penalty: 73281.218750
Iteration 215Q: 22 clusters Score -1.613418e+08 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73169 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46246 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1037 members 
Mstep: Class 6 contains 169162 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158584 members 
Mstep: Class 10 contains 145675 members 
Mstep: Class 11 contains 11748 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151909 members 
Mstep: Class 15 contains 80844 members 
Mstep: Class 16 contains 8898 members 
Mstep: Class 17 contains 151788 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41463 members 
Mstep: Class 20 contains 77373 members 
Mstep: Class 22 contains 165231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342000.000000 Penalty: 73281.218750
Iteration 216Q: 22 clusters Score -1.61342e+08 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73119 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46250 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1038 members 
Mstep: Class 6 contains 169225 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158797 members 
Mstep: Class 10 contains 145574 members 
Mstep: Class 11 contains 11745 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151880 members 
Mstep: Class 15 contains 80933 members 
Mstep: Class 16 contains 8929 members 
Mstep: Class 17 contains 151731 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41468 members 
Mstep: Class 20 contains 77209 members 
Mstep: Class 22 contains 165229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342112.000000 Penalty: 73281.218750
Iteration 217Q: 22 clusters Score -1.613421e+08 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46250 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1037 members 
Mstep: Class 6 contains 169335 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159002 members 
Mstep: Class 10 contains 145480 members 
Mstep: Class 11 contains 11740 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151900 members 
Mstep: Class 15 contains 81009 members 
Mstep: Class 16 contains 8955 members 
Mstep: Class 17 contains 151678 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41475 members 
Mstep: Class 20 contains 77051 members 
Mstep: Class 22 contains 165171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342304.000000 Penalty: 73281.218750
Iteration 218Q: 22 clusters Score -1.613423e+08 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46244 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1039 members 
Mstep: Class 6 contains 169381 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159202 members 
Mstep: Class 10 contains 145421 members 
Mstep: Class 11 contains 11733 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151885 members 
Mstep: Class 15 contains 81092 members 
Mstep: Class 16 contains 8985 members 
Mstep: Class 17 contains 151671 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41497 members 
Mstep: Class 20 contains 76887 members 
Mstep: Class 22 contains 165094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342336.000000 Penalty: 73281.218750
Iteration 219Q: 22 clusters Score -1.613423e+08 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72978 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46244 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1039 members 
Mstep: Class 6 contains 169392 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159380 members 
Mstep: Class 10 contains 145344 members 
Mstep: Class 11 contains 11737 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151910 members 
Mstep: Class 15 contains 81172 members 
Mstep: Class 16 contains 9017 members 
Mstep: Class 17 contains 151655 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41514 members 
Mstep: Class 20 contains 76716 members 
Mstep: Class 22 contains 165028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342448.000000 Penalty: 73281.218750
Iteration 220F: 22 clusters Score -1.613424e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46245 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1039 members 
Mstep: Class 6 contains 169404 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159555 members 
Mstep: Class 10 contains 145281 members 
Mstep: Class 11 contains 11741 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151943 members 
Mstep: Class 15 contains 81242 members 
Mstep: Class 16 contains 9045 members 
Mstep: Class 17 contains 151627 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41510 members 
Mstep: Class 20 contains 76559 members 
Mstep: Class 22 contains 165008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342336.000000 Penalty: 73281.218750
Iteration 221Q: 22 clusters Score -1.613423e+08 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46248 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1039 members 
Mstep: Class 6 contains 169482 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159675 members 
Mstep: Class 10 contains 145229 members 
Mstep: Class 11 contains 11742 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151986 members 
Mstep: Class 15 contains 81332 members 
Mstep: Class 16 contains 9066 members 
Mstep: Class 17 contains 151578 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41494 members 
Mstep: Class 20 contains 76406 members 
Mstep: Class 22 contains 164954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342560.000000 Penalty: 73281.218750
Iteration 222Q: 22 clusters Score -1.613426e+08 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46247 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1038 members 
Mstep: Class 6 contains 169525 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159794 members 
Mstep: Class 10 contains 145182 members 
Mstep: Class 11 contains 11748 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152022 members 
Mstep: Class 15 contains 81402 members 
Mstep: Class 16 contains 9089 members 
Mstep: Class 17 contains 151548 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41512 members 
Mstep: Class 20 contains 76254 members 
Mstep: Class 22 contains 164890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342432.000000 Penalty: 73281.218750
Iteration 223Q: 22 clusters Score -1.613424e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72847 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46248 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1040 members 
Mstep: Class 6 contains 169584 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159917 members 
Mstep: Class 10 contains 145155 members 
Mstep: Class 11 contains 11749 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152063 members 
Mstep: Class 15 contains 81464 members 
Mstep: Class 16 contains 9115 members 
Mstep: Class 17 contains 151515 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41517 members 
Mstep: Class 20 contains 76110 members 
Mstep: Class 22 contains 164796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342368.000000 Penalty: 73281.218750
Iteration 224Q: 22 clusters Score -1.613424e+08 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72808 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46248 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1040 members 
Mstep: Class 6 contains 169691 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160008 members 
Mstep: Class 10 contains 145152 members 
Mstep: Class 11 contains 11747 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152075 members 
Mstep: Class 15 contains 81509 members 
Mstep: Class 16 contains 9141 members 
Mstep: Class 17 contains 151496 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41526 members 
Mstep: Class 20 contains 75961 members 
Mstep: Class 22 contains 164718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342544.000000 Penalty: 73281.218750
Iteration 225Q: 22 clusters Score -1.613425e+08 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46249 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1041 members 
Mstep: Class 6 contains 169803 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160121 members 
Mstep: Class 10 contains 145136 members 
Mstep: Class 11 contains 11745 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152077 members 
Mstep: Class 15 contains 81545 members 
Mstep: Class 16 contains 9167 members 
Mstep: Class 17 contains 151467 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41539 members 
Mstep: Class 20 contains 75837 members 
Mstep: Class 22 contains 164642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342672.000000 Penalty: 73281.218750
Iteration 226Q: 22 clusters Score -1.613427e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72700 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46244 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1041 members 
Mstep: Class 6 contains 169825 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160210 members 
Mstep: Class 10 contains 145142 members 
Mstep: Class 11 contains 11758 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152113 members 
Mstep: Class 15 contains 81577 members 
Mstep: Class 16 contains 9193 members 
Mstep: Class 17 contains 151438 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41542 members 
Mstep: Class 20 contains 75727 members 
Mstep: Class 22 contains 164610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342976.000000 Penalty: 73281.218750
Iteration 227Q: 22 clusters Score -1.61343e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46239 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1041 members 
Mstep: Class 6 contains 169909 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160240 members 
Mstep: Class 10 contains 145118 members 
Mstep: Class 11 contains 11765 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152134 members 
Mstep: Class 15 contains 81613 members 
Mstep: Class 16 contains 9226 members 
Mstep: Class 17 contains 151419 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41551 members 
Mstep: Class 20 contains 75633 members 
Mstep: Class 22 contains 164573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342912.000000 Penalty: 73281.218750
Iteration 228Q: 22 clusters Score -1.613429e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72637 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46238 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1041 members 
Mstep: Class 6 contains 169947 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160283 members 
Mstep: Class 10 contains 145081 members 
Mstep: Class 11 contains 11767 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152179 members 
Mstep: Class 15 contains 81648 members 
Mstep: Class 16 contains 9254 members 
Mstep: Class 17 contains 151380 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41551 members 
Mstep: Class 20 contains 75527 members 
Mstep: Class 22 contains 164587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343344.000000 Penalty: 73281.218750
Iteration 229Q: 22 clusters Score -1.613433e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46233 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1041 members 
Mstep: Class 6 contains 170000 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160314 members 
Mstep: Class 10 contains 145019 members 
Mstep: Class 11 contains 11776 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152244 members 
Mstep: Class 15 contains 81696 members 
Mstep: Class 16 contains 9289 members 
Mstep: Class 17 contains 151350 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41567 members 
Mstep: Class 20 contains 75431 members 
Mstep: Class 22 contains 164576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343024.000000 Penalty: 73281.218750
Iteration 230Q: 22 clusters Score -1.61343e+08 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72531 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46227 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1041 members 
Mstep: Class 6 contains 170047 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160410 members 
Mstep: Class 10 contains 144996 members 
Mstep: Class 11 contains 11777 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152277 members 
Mstep: Class 15 contains 81698 members 
Mstep: Class 16 contains 9331 members 
Mstep: Class 17 contains 151314 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41559 members 
Mstep: Class 20 contains 75320 members 
Mstep: Class 22 contains 164590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343152.000000 Penalty: 73281.218750
Iteration 231Q: 22 clusters Score -1.613432e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46229 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1041 members 
Mstep: Class 6 contains 170165 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160475 members 
Mstep: Class 10 contains 144919 members 
Mstep: Class 11 contains 11787 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152327 members 
Mstep: Class 15 contains 81727 members 
Mstep: Class 16 contains 9362 members 
Mstep: Class 17 contains 151281 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41540 members 
Mstep: Class 20 contains 75222 members 
Mstep: Class 22 contains 164559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343392.000000 Penalty: 73281.218750
Iteration 232Q: 22 clusters Score -1.613434e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46227 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1040 members 
Mstep: Class 6 contains 170279 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160537 members 
Mstep: Class 10 contains 144866 members 
Mstep: Class 11 contains 11795 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152366 members 
Mstep: Class 15 contains 81762 members 
Mstep: Class 16 contains 9384 members 
Mstep: Class 17 contains 151242 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41515 members 
Mstep: Class 20 contains 75142 members 
Mstep: Class 22 contains 164523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343312.000000 Penalty: 73281.218750
Iteration 233Q: 22 clusters Score -1.613433e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46223 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1042 members 
Mstep: Class 6 contains 170318 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160627 members 
Mstep: Class 10 contains 144822 members 
Mstep: Class 11 contains 11795 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152399 members 
Mstep: Class 15 contains 81817 members 
Mstep: Class 16 contains 9393 members 
Mstep: Class 17 contains 151184 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41508 members 
Mstep: Class 20 contains 75055 members 
Mstep: Class 22 contains 164505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343456.000000 Penalty: 73281.218750
Iteration 234Q: 22 clusters Score -1.613435e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46222 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 170402 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160708 members 
Mstep: Class 10 contains 144772 members 
Mstep: Class 11 contains 11794 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152428 members 
Mstep: Class 15 contains 81863 members 
Mstep: Class 16 contains 9407 members 
Mstep: Class 17 contains 151135 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41508 members 
Mstep: Class 20 contains 74974 members 
Mstep: Class 22 contains 164456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343536.000000 Penalty: 73281.218750
Iteration 235Q: 22 clusters Score -1.613435e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72374 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46220 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 170531 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160738 members 
Mstep: Class 10 contains 144704 members 
Mstep: Class 11 contains 11800 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152465 members 
Mstep: Class 15 contains 81914 members 
Mstep: Class 16 contains 9416 members 
Mstep: Class 17 contains 151116 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41498 members 
Mstep: Class 20 contains 74906 members 
Mstep: Class 22 contains 164391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343552.000000 Penalty: 73281.218750
Iteration 236Q: 22 clusters Score -1.613436e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46224 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 170643 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160764 members 
Mstep: Class 10 contains 144630 members 
Mstep: Class 11 contains 11802 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152478 members 
Mstep: Class 15 contains 81938 members 
Mstep: Class 16 contains 9435 members 
Mstep: Class 17 contains 151082 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41484 members 
Mstep: Class 20 contains 74845 members 
Mstep: Class 22 contains 164388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343360.000000 Penalty: 73281.218750
Iteration 237Q: 22 clusters Score -1.613434e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46227 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1043 members 
Mstep: Class 6 contains 170781 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160762 members 
Mstep: Class 10 contains 144566 members 
Mstep: Class 11 contains 11804 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152500 members 
Mstep: Class 15 contains 81939 members 
Mstep: Class 16 contains 9453 members 
Mstep: Class 17 contains 151047 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41475 members 
Mstep: Class 20 contains 74780 members 
Mstep: Class 22 contains 164410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343296.000000 Penalty: 73281.218750
Iteration 238Q: 22 clusters Score -1.613433e+08 nChanged 1370
Entering ConstructFrom: 
Score: -161343296.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (72287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Entering Unmasked Estep 
Score: -9293871.000000 Penalty: 2774.723145
	Iteration 0F: 2 clusters Score -9293871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -9245513.000000 Penalty: 5549.446289
	Iteration 0F: 3 clusters Score -9245513 nChanged 33755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -9264420.000000 Penalty: 5549.446289
	Iteration 1F: 3 clusters Score -9264420 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -9265023.000000 Penalty: 5549.446289
	Iteration 2Q: 3 clusters Score -9265023 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -9265728.000000 Penalty: 5549.446289
	Iteration 3Q: 3 clusters Score -9265728 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -9266521.000000 Penalty: 5549.446289
	Iteration 4Q: 3 clusters Score -9266521 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -9267472.000000 Penalty: 5549.446289
	Iteration 5Q: 3 clusters Score -9267472 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -9268508.000000 Penalty: 5549.446289
	Iteration 6Q: 3 clusters Score -9268508 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -9269907.000000 Penalty: 5549.446289
	Iteration 7Q: 3 clusters Score -9269907 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -9271697.000000 Penalty: 5549.446289
	Iteration 8Q: 3 clusters Score -9271697 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -9274041.000000 Penalty: 5549.446289
	Iteration 9F: 3 clusters Score -9274041 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -9276821.000000 Penalty: 5549.446289
	Iteration 10F: 3 clusters Score -9276821 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -9279511.000000 Penalty: 5549.446289
	Iteration 11F: 3 clusters Score -9279511 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -9281383.000000 Penalty: 5549.446289
	Iteration 12Q: 3 clusters Score -9281383 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -9282416.000000 Penalty: 5549.446289
	Iteration 13Q: 3 clusters Score -9282416 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -9282906.000000 Penalty: 5549.446289
	Iteration 14Q: 3 clusters Score -9282906 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -9283106.000000 Penalty: 5549.446289
	Iteration 15Q: 3 clusters Score -9283106 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -9283347.000000 Penalty: 5549.446289
	Iteration 16Q: 3 clusters Score -9283347 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -9283554.000000 Penalty: 5549.446289
	Iteration 17Q: 3 clusters Score -9283554 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -9283779.000000 Penalty: 5549.446289
	Iteration 18Q: 3 clusters Score -9283779 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -9283949.000000 Penalty: 5549.446289
	Iteration 19Q: 3 clusters Score -9283949 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -9284089.000000 Penalty: 5549.446289
	Iteration 20F: 3 clusters Score -9284089 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -9284186.000000 Penalty: 5549.446289
	Iteration 21Q: 3 clusters Score -9284186 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -9284337.000000 Penalty: 5549.446289
	Iteration 22Q: 3 clusters Score -9284337 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -9284514.000000 Penalty: 5549.446289
	Iteration 23Q: 3 clusters Score -9284514 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -9284638.000000 Penalty: 5549.446289
	Iteration 24Q: 3 clusters Score -9284638 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -9284820.000000 Penalty: 5549.446289
	Iteration 25Q: 3 clusters Score -9284820 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -9284952.000000 Penalty: 5549.446289
	Iteration 26Q: 3 clusters Score -9284952 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -9285120.000000 Penalty: 5549.446289
	Iteration 27Q: 3 clusters Score -9285120 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -9285218.000000 Penalty: 5549.446289
	Iteration 28Q: 3 clusters Score -9285218 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -9285381.000000 Penalty: 5549.446289
	Iteration 29Q: 3 clusters Score -9285381 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -9285485.000000 Penalty: 5549.446289
	Iteration 30Q: 3 clusters Score -9285485 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -9285617.000000 Penalty: 5549.446289
	Iteration 31Q: 3 clusters Score -9285617 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -9285738.000000 Penalty: 5549.446289
	Iteration 32Q: 3 clusters Score -9285738 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -9285830.000000 Penalty: 5549.446289
	Iteration 33Q: 3 clusters Score -9285830 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -9285935.000000 Penalty: 5549.446289
	Iteration 34Q: 3 clusters Score -9285935 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -9286038.000000 Penalty: 5549.446289
	Iteration 35Q: 3 clusters Score -9286038 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -9286181.000000 Penalty: 5549.446289
	Iteration 36Q: 3 clusters Score -9286181 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -9286270.000000 Penalty: 5549.446289
	Iteration 37Q: 3 clusters Score -9286270 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -9286418.000000 Penalty: 5549.446289
	Iteration 38Q: 3 clusters Score -9286418 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -9286533.000000 Penalty: 5549.446289
	Iteration 39Q: 3 clusters Score -9286533 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -9286665.000000 Penalty: 5549.446289
	Iteration 40F: 3 clusters Score -9286665 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -9286825.000000 Penalty: 5549.446289
	Iteration 41Q: 3 clusters Score -9286825 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -9286967.000000 Penalty: 5549.446289
	Iteration 42Q: 3 clusters Score -9286967 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -9287172.000000 Penalty: 5549.446289
	Iteration 43Q: 3 clusters Score -9287172 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -9287331.000000 Penalty: 5549.446289
	Iteration 44Q: 3 clusters Score -9287331 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 59439 members 
Entering Unmasked Estep 
Score: -9287547.000000 Penalty: 5549.446289
	Iteration 45Q: 3 clusters Score -9287547 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -9287760.000000 Penalty: 5549.446289
	Iteration 46Q: 3 clusters Score -9287760 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -9287950.000000 Penalty: 5549.446289
	Iteration 47Q: 3 clusters Score -9287950 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -9288178.000000 Penalty: 5549.446289
	Iteration 48Q: 3 clusters Score -9288178 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -9288400.000000 Penalty: 5549.446289
	Iteration 49Q: 3 clusters Score -9288400 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -9288631.000000 Penalty: 5549.446289
	Iteration 50Q: 3 clusters Score -9288631 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
Score: -9288842.000000 Penalty: 5549.446289
	Iteration 51Q: 3 clusters Score -9288842 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 64582 members 
Entering Unmasked Estep 
Score: -9289059.000000 Penalty: 5549.446289
	Iteration 52Q: 3 clusters Score -9289059 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -9289250.000000 Penalty: 5549.446289
	Iteration 53Q: 3 clusters Score -9289250 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -9289490.000000 Penalty: 5549.446289
	Iteration 54Q: 3 clusters Score -9289490 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -9289688.000000 Penalty: 5549.446289
	Iteration 55Q: 3 clusters Score -9289688 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -9289929.000000 Penalty: 5549.446289
	Iteration 56Q: 3 clusters Score -9289929 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 67605 members 
Entering Unmasked Estep 
Score: -9290185.000000 Penalty: 5549.446289
	Iteration 57Q: 3 clusters Score -9290185 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 68090 members 
Entering Unmasked Estep 
Score: -9290374.000000 Penalty: 5549.446289
	Iteration 58Q: 3 clusters Score -9290374 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -9290550.000000 Penalty: 5549.446289
	Iteration 59Q: 3 clusters Score -9290550 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -9290679.000000 Penalty: 5549.446289
	Iteration 60F: 3 clusters Score -9290679 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
Score: -9290820.000000 Penalty: 5549.446289
	Iteration 61Q: 3 clusters Score -9290820 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -9290890.000000 Penalty: 5549.446289
	Iteration 62Q: 3 clusters Score -9290890 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 69729 members 
Entering Unmasked Estep 
Score: -9290978.000000 Penalty: 5549.446289
	Iteration 63Q: 3 clusters Score -9290978 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -9291036.000000 Penalty: 5549.446289
	Iteration 64Q: 3 clusters Score -9291036 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 70060 members 
Entering Unmasked Estep 
Score: -9291094.000000 Penalty: 5549.446289
	Iteration 65Q: 3 clusters Score -9291094 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -9291128.000000 Penalty: 5549.446289
	Iteration 66Q: 3 clusters Score -9291128 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 70290 members 
Entering Unmasked Estep 
Score: -9291167.000000 Penalty: 5549.446289
	Iteration 67Q: 3 clusters Score -9291167 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 70382 members 
Entering Unmasked Estep 
Score: -9291224.000000 Penalty: 5549.446289
	Iteration 68Q: 3 clusters Score -9291224 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 70470 members 
Entering Unmasked Estep 
Score: -9291251.000000 Penalty: 5549.446289
	Iteration 69Q: 3 clusters Score -9291251 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -9291278.000000 Penalty: 5549.446289
	Iteration 70Q: 3 clusters Score -9291278 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 70649 members 
Entering Unmasked Estep 
Score: -9291320.000000 Penalty: 5549.446289
	Iteration 71Q: 3 clusters Score -9291320 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 70750 members 
Entering Unmasked Estep 
Score: -9291366.000000 Penalty: 5549.446289
	Iteration 72Q: 3 clusters Score -9291366 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 70821 members 
Entering Unmasked Estep 
Score: -9291383.000000 Penalty: 5549.446289
	Iteration 73Q: 3 clusters Score -9291383 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
Score: -9291407.000000 Penalty: 5549.446289
	Iteration 74Q: 3 clusters Score -9291407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -9291413.000000 Penalty: 5549.446289
	Iteration 75Q: 3 clusters Score -9291413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -9291426.000000 Penalty: 5549.446289
	Iteration 76Q: 3 clusters Score -9291426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -9291429.000000 Penalty: 5549.446289
	Iteration 77Q: 3 clusters Score -9291429 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 70994 members 
Entering Unmasked Estep 
Score: -9291441.000000 Penalty: 5549.446289
	Iteration 78Q: 3 clusters Score -9291441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -9291445.000000 Penalty: 5549.446289
	Iteration 79Q: 3 clusters Score -9291445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 71048 members 
Entering Unmasked Estep 
Score: -9291444.000000 Penalty: 5549.446289
	Iteration 80F: 3 clusters Score -9291444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -9291449.000000 Penalty: 5549.446289
	Iteration 81Q: 3 clusters Score -9291449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 71088 members 
Entering Unmasked Estep 
Score: -9291453.000000 Penalty: 5549.446289
	Iteration 82Q: 3 clusters Score -9291453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -9291470.000000 Penalty: 5549.446289
	Iteration 83Q: 3 clusters Score -9291470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 71129 members 
Entering Unmasked Estep 
Score: -9291483.000000 Penalty: 5549.446289
	Iteration 84Q: 3 clusters Score -9291483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 71144 members 
Entering Unmasked Estep 
Score: -9291496.000000 Penalty: 5549.446289
	Iteration 85Q: 3 clusters Score -9291496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -9291506.000000 Penalty: 5549.446289
	Iteration 86Q: 3 clusters Score -9291506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 71160 members 
Entering Unmasked Estep 
Score: -9291506.000000 Penalty: 5549.446289
	Iteration 87Q: 3 clusters Score -9291506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -9291508.000000 Penalty: 5549.446289
	Iteration 88Q: 3 clusters Score -9291508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -9291513.000000 Penalty: 5549.446289
	Iteration 89Q: 3 clusters Score -9291513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 71184 members 
Entering Unmasked Estep 
Score: -9291511.000000 Penalty: 5549.446289
	Iteration 90Q: 3 clusters Score -9291511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -9291508.000000 Penalty: 5549.446289
	Iteration 91Q: 3 clusters Score -9291508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 71201 members 
Entering Unmasked Estep 
Score: -9291513.000000 Penalty: 5549.446289
	Iteration 92Q: 3 clusters Score -9291513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 71214 members 
Entering Unmasked Estep 
Score: -9291514.000000 Penalty: 5549.446289
	Iteration 93Q: 3 clusters Score -9291514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -9291524.000000 Penalty: 5549.446289
	Iteration 94Q: 3 clusters Score -9291524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 71246 members 
Entering Unmasked Estep 
Score: -9291524.000000 Penalty: 5549.446289
	Iteration 95Q: 3 clusters Score -9291524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -9291528.000000 Penalty: 5549.446289
	Iteration 96Q: 3 clusters Score -9291528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -9291528.000000 Penalty: 5549.446289
	Iteration 97Q: 3 clusters Score -9291528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 71270 members 
Entering Unmasked Estep 
Score: -9291528.000000 Penalty: 5549.446289
	Iteration 98Q: 3 clusters Score -9291528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 71277 members 
Entering Unmasked Estep 
Score: -9291530.000000 Penalty: 5549.446289
	Iteration 99Q: 3 clusters Score -9291530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 71283 members 
Entering Unmasked Estep 
Score: -9291535.000000 Penalty: 5549.446289
	Iteration 100F: 3 clusters Score -9291535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 71287 members 
Entering Unmasked Estep 
Score: -9291534.000000 Penalty: 5549.446289
	Iteration 101Q: 3 clusters Score -9291534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -9291538.000000 Penalty: 5549.446289
	Iteration 102Q: 3 clusters Score -9291538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -9291537.000000 Penalty: 5549.446289
	Iteration 103Q: 3 clusters Score -9291537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 71302 members 
Entering Unmasked Estep 
Score: -9291537.000000 Penalty: 5549.446289
	Iteration 104Q: 3 clusters Score -9291537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 71304 members 
Entering Unmasked Estep 
Score: -9291535.000000 Penalty: 5549.446289
	Iteration 105Q: 3 clusters Score -9291535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 71305 members 
Entering Unmasked Estep 
Score: -9291537.000000 Penalty: 5549.446289
	Iteration 106Q: 3 clusters Score -9291537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 71307 members 
Entering Unmasked Estep 
Score: -9291538.000000 Penalty: 5549.446289
	Iteration 107Q: 3 clusters Score -9291538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
Score: -9291540.000000 Penalty: 5549.446289
	Iteration 108Q: 3 clusters Score -9291540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
Score: -9291540.000000 Penalty: 5549.446289
	Iteration 109F: 3 clusters Score -9291540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -87910.507812 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -87910.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86160.296875 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -86160.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86635.179688 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -86635.18 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86960.117188 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -86960.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87287.703125 Penalty: 3331.430908
	Iteration 3F: 3 clusters Score -87287.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87523.242188 Penalty: 3331.430908
	Iteration 4F: 3 clusters Score -87523.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87700.968750 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -87700.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -87819.492188 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -87819.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87876.351562 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -87876.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -87923.406250 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -87923.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87947.125000 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -87947.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87967.320312 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -87967.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87995.609375 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -87995.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88010.132812 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -88010.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -88037.757812 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -88037.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88073.125000 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -88073.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88117.851562 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -88117.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88179.640625 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -88179.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -88257.445312 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -88257.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88260.546875 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -88260.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88260.546875 Penalty: 3331.430908
	Iteration 19F: 3 clusters Score -88260.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 413 members 
Mstep: Class 3 contains 46228 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1042 members 
Mstep: Class 6 contains 170924 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160747 members 
Mstep: Class 10 contains 144522 members 
Mstep: Class 11 contains 11804 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152519 members 
Mstep: Class 15 contains 81945 members 
Mstep: Class 16 contains 9467 members 
Mstep: Class 17 contains 151019 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41475 members 
Mstep: Class 20 contains 74717 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 164421 members 
Entering Unmasked Estep 
Score: -161341952.000000 Penalty: 76770.804688
Splitting cluster 2 changes total score from -161343296.000000 to -161341952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (46228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Entering Unmasked Estep 
Score: -5878085.500000 Penalty: 2663.852539
	Iteration 0F: 2 clusters Score -5878086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -5846792.000000 Penalty: 5327.705078
	Iteration 0F: 3 clusters Score -5846792 nChanged 21257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -5858462.000000 Penalty: 5327.705078
	Iteration 1F: 3 clusters Score -5858462 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -5858990.000000 Penalty: 5327.705078
	Iteration 2Q: 3 clusters Score -5858990 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -5859510.500000 Penalty: 5327.705078
	Iteration 3Q: 3 clusters Score -5859510 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -5860091.000000 Penalty: 5327.705078
	Iteration 4Q: 3 clusters Score -5860091 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -5860890.000000 Penalty: 5327.705078
	Iteration 5Q: 3 clusters Score -5860890 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -5862068.000000 Penalty: 5327.705078
	Iteration 6F: 3 clusters Score -5862068 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -5863972.500000 Penalty: 5327.705078
	Iteration 7F: 3 clusters Score -5863972 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -5866819.000000 Penalty: 5327.705078
	Iteration 8F: 3 clusters Score -5866819 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -5870160.000000 Penalty: 5327.705078
	Iteration 9F: 3 clusters Score -5870160 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -5872933.500000 Penalty: 5327.705078
	Iteration 10F: 3 clusters Score -5872934 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -5874772.500000 Penalty: 5327.705078
	Iteration 11Q: 3 clusters Score -5874772 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -5875850.500000 Penalty: 5327.705078
	Iteration 12Q: 3 clusters Score -5875850 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -5876330.000000 Penalty: 5327.705078
	Iteration 13Q: 3 clusters Score -5876330 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5876467.500000 Penalty: 5327.705078
	Iteration 14Q: 3 clusters Score -5876468 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5876543.500000 Penalty: 5327.705078
	Iteration 15Q: 3 clusters Score -5876544 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5876568.000000 Penalty: 5327.705078
	Iteration 16Q: 3 clusters Score -5876568 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5876590.000000 Penalty: 5327.705078
	Iteration 17Q: 3 clusters Score -5876590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5876599.500000 Penalty: 5327.705078
	Iteration 18Q: 3 clusters Score -5876600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5876601.000000 Penalty: 5327.705078
	Iteration 19Q: 3 clusters Score -5876601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -5876606.000000 Penalty: 5327.705078
	Iteration 20F: 3 clusters Score -5876606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5876616.500000 Penalty: 5327.705078
	Iteration 21Q: 3 clusters Score -5876616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -5876629.000000 Penalty: 5327.705078
	Iteration 22Q: 3 clusters Score -5876629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -5876619.000000 Penalty: 5327.705078
	Iteration 23Q: 3 clusters Score -5876619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5876612.500000 Penalty: 5327.705078
	Iteration 24Q: 3 clusters Score -5876612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -5876612.500000 Penalty: 5327.705078
	Iteration 25Q: 3 clusters Score -5876612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5876618.000000 Penalty: 5327.705078
	Iteration 26Q: 3 clusters Score -5876618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5876623.000000 Penalty: 5327.705078
	Iteration 27Q: 3 clusters Score -5876623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -5876612.000000 Penalty: 5327.705078
	Iteration 28Q: 3 clusters Score -5876612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5876615.000000 Penalty: 5327.705078
	Iteration 29Q: 3 clusters Score -5876615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -5876613.500000 Penalty: 5327.705078
	Iteration 30Q: 3 clusters Score -5876614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5876618.500000 Penalty: 5327.705078
	Iteration 31Q: 3 clusters Score -5876618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -5876616.000000 Penalty: 5327.705078
	Iteration 32Q: 3 clusters Score -5876616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5876621.500000 Penalty: 5327.705078
	Iteration 33Q: 3 clusters Score -5876622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -5876622.500000 Penalty: 5327.705078
	Iteration 34Q: 3 clusters Score -5876622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -5876622.500000 Penalty: 5327.705078
	Iteration 35F: 3 clusters Score -5876622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -60368.742188 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -60368.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58772.558594 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -58772.56 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59091.710938 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -59091.71 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59336.480469 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -59336.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59703.589844 Penalty: 3189.940186
	Iteration 3F: 3 clusters Score -59703.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59906.414062 Penalty: 3189.940186
	Iteration 4F: 3 clusters Score -59906.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60105.750000 Penalty: 3189.940186
	Iteration 5F: 3 clusters Score -60105.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60428.441406 Penalty: 3189.940186
	Iteration 6F: 3 clusters Score -60428.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60595.343750 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -60595.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60716.117188 Penalty: 3189.940186
	Iteration 8Q: 3 clusters Score -60716.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60818.546875 Penalty: 3189.940186
	Iteration 9Q: 3 clusters Score -60818.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60867.640625 Penalty: 3189.940186
	Iteration 10Q: 3 clusters Score -60867.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60921.558594 Penalty: 3189.940186
	Iteration 11Q: 3 clusters Score -60921.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60995.359375 Penalty: 3189.940186
	Iteration 12Q: 3 clusters Score -60995.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61076.203125 Penalty: 3189.940186
	Iteration 13Q: 3 clusters Score -61076.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61115.617188 Penalty: 3189.940186
	Iteration 14Q: 3 clusters Score -61115.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61143.242188 Penalty: 3189.940186
	Iteration 15Q: 3 clusters Score -61143.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61216.613281 Penalty: 3189.940186
	Iteration 16Q: 3 clusters Score -61216.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61401.367188 Penalty: 3189.940186
	Iteration 17Q: 3 clusters Score -61401.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61632.003906 Penalty: 3189.940186
	Iteration 18Q: 3 clusters Score -61632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61636.046875 Penalty: 3189.940186
	Iteration 19Q: 3 clusters Score -61636.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61636.046875 Penalty: 3189.940186
	Iteration 20F: 3 clusters Score -61636.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46228 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 1042 members 
Mstep: Class 6 contains 170924 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160747 members 
Mstep: Class 10 contains 144522 members 
Mstep: Class 11 contains 11804 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152519 members 
Mstep: Class 15 contains 81945 members 
Mstep: Class 16 contains 9467 members 
Mstep: Class 17 contains 151019 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41475 members 
Mstep: Class 20 contains 74717 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 164421 members 
Entering Unmasked Estep 
Score: -161342608.000000 Penalty: 76770.804688
Splitting cluster 4 changes total score from -161343296.000000 to -161342608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -123648.343750 Penalty: 1723.326538
	Iteration 0F: 2 clusters Score -123648.3 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 519 members 
Entering Unmasked Estep 
Score: -121690.992188 Penalty: 3446.653076
	Iteration 0F: 3 clusters Score -121691 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -121980.015625 Penalty: 3446.653076
	Iteration 1F: 3 clusters Score -121980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -122073.757812 Penalty: 3446.653076
	Iteration 2F: 3 clusters Score -122073.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -122112.375000 Penalty: 3446.653076
	Iteration 3Q: 3 clusters Score -122112.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -122133.843750 Penalty: 3446.653076
	Iteration 4Q: 3 clusters Score -122133.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -122147.328125 Penalty: 3446.653076
	Iteration 5Q: 3 clusters Score -122147.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -122151.726562 Penalty: 3446.653076
	Iteration 6Q: 3 clusters Score -122151.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -122155.046875 Penalty: 3446.653076
	Iteration 7Q: 3 clusters Score -122155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -122158.859375 Penalty: 3446.653076
	Iteration 8Q: 3 clusters Score -122158.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -122164.843750 Penalty: 3446.653076
	Iteration 9Q: 3 clusters Score -122164.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -122167.187500 Penalty: 3446.653076
	Iteration 10Q: 3 clusters Score -122167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -122169.523438 Penalty: 3446.653076
	Iteration 11Q: 3 clusters Score -122169.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -122173.546875 Penalty: 3446.653076
	Iteration 12Q: 3 clusters Score -122173.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -122180.218750 Penalty: 3446.653076
	Iteration 13Q: 3 clusters Score -122180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -122181.335938 Penalty: 3446.653076
	Iteration 14Q: 3 clusters Score -122181.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -122181.335938 Penalty: 3446.653076
	Iteration 15F: 3 clusters Score -122181.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (170924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170924 members 
Entering Unmasked Estep 
Score: -21935650.000000 Penalty: 2988.145508
	Iteration 0F: 2 clusters Score -2.193565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 85137 members 
Entering Unmasked Estep 
Score: -21826696.000000 Penalty: 5976.291016
	Iteration 0F: 3 clusters Score -2.18267e+07 nChanged 81929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89878 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -21874374.000000 Penalty: 5976.291016
	Iteration 1F: 3 clusters Score -2.187437e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92290 members 
Mstep: Class 2 contains 78634 members 
Entering Unmasked Estep 
Score: -21875382.000000 Penalty: 5976.291016
	Iteration 2Q: 3 clusters Score -2.187538e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96096 members 
Mstep: Class 2 contains 74828 members 
Entering Unmasked Estep 
Score: -21876674.000000 Penalty: 5976.291016
	Iteration 3Q: 3 clusters Score -2.187667e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101956 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -21879162.000000 Penalty: 5976.291016
	Iteration 4Q: 3 clusters Score -2.187916e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110709 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -21883662.000000 Penalty: 5976.291016
	Iteration 5F: 3 clusters Score -2.188366e+07 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123368 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -21892344.000000 Penalty: 5976.291016
	Iteration 6F: 3 clusters Score -2.189234e+07 nChanged 15881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139249 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -21906250.000000 Penalty: 5976.291016
	Iteration 7F: 3 clusters Score -2.190625e+07 nChanged 15863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155112 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -21921024.000000 Penalty: 5976.291016
	Iteration 8F: 3 clusters Score -2.192102e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165404 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -21929110.000000 Penalty: 5976.291016
	Iteration 9F: 3 clusters Score -2.192911e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169499 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -21931814.000000 Penalty: 5976.291016
	Iteration 10Q: 3 clusters Score -2.193181e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170488 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21932608.000000 Penalty: 5976.291016
	Iteration 11Q: 3 clusters Score -2.193261e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170689 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21932814.000000 Penalty: 5976.291016
	Iteration 12Q: 3 clusters Score -2.193281e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170720 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21932884.000000 Penalty: 5976.291016
	Iteration 13Q: 3 clusters Score -2.193288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170733 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21932920.000000 Penalty: 5976.291016
	Iteration 14Q: 3 clusters Score -2.193292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21932936.000000 Penalty: 5976.291016
	Iteration 15Q: 3 clusters Score -2.193294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21932948.000000 Penalty: 5976.291016
	Iteration 16Q: 3 clusters Score -2.193295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170740 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21932954.000000 Penalty: 5976.291016
	Iteration 17Q: 3 clusters Score -2.193295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170741 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21932960.000000 Penalty: 5976.291016
	Iteration 18Q: 3 clusters Score -2.193296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170742 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21932950.000000 Penalty: 5976.291016
	Iteration 19Q: 3 clusters Score -2.193295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170745 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21932964.000000 Penalty: 5976.291016
	Iteration 20F: 3 clusters Score -2.193296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -91492.187500 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -91492.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -89774.031250 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -89774.03 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -90044.625000 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -90044.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -90119.523438 Penalty: 3311.833496
	Iteration 2F: 3 clusters Score -90119.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90178.039062 Penalty: 3311.833496
	Iteration 3Q: 3 clusters Score -90178.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -90202.148438 Penalty: 3311.833496
	Iteration 4Q: 3 clusters Score -90202.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -90224.710938 Penalty: 3311.833496
	Iteration 5Q: 3 clusters Score -90224.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -90252.250000 Penalty: 3311.833496
	Iteration 6Q: 3 clusters Score -90252.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -90258.898438 Penalty: 3311.833496
	Iteration 7Q: 3 clusters Score -90258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -90263.601562 Penalty: 3311.833496
	Iteration 8Q: 3 clusters Score -90263.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -90270.156250 Penalty: 3311.833496
	Iteration 9Q: 3 clusters Score -90270.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90279.640625 Penalty: 3311.833496
	Iteration 10Q: 3 clusters Score -90279.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90281.789062 Penalty: 3311.833496
	Iteration 11Q: 3 clusters Score -90281.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -90284.156250 Penalty: 3311.833496
	Iteration 12Q: 3 clusters Score -90284.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -90287.734375 Penalty: 3311.833496
	Iteration 13Q: 3 clusters Score -90287.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -90293.015625 Penalty: 3311.833496
	Iteration 14Q: 3 clusters Score -90293.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90293.906250 Penalty: 3311.833496
	Iteration 15Q: 3 clusters Score -90293.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90295.140625 Penalty: 3311.833496
	Iteration 16Q: 3 clusters Score -90295.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90295.140625 Penalty: 3311.833496
	Iteration 17F: 3 clusters Score -90295.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -64178.855469 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -64178.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62611.710938 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -62611.71 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62990.238281 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -62990.24 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63234.910156 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -63234.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63434.410156 Penalty: 3198.649170
	Iteration 3F: 3 clusters Score -63434.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63610.179688 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -63610.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63760.476562 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -63760.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63805.140625 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -63805.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63827.710938 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -63827.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63879.031250 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -63879.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63923.253906 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -63923.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63955.378906 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -63955.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63989.574219 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -63989.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64006.656250 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -64006.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64039.585938 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -64039.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64066.664062 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -64066.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64109.386719 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -64109.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64166.175781 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -64166.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64233.621094 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -64233.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64254.585938 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -64254.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64273.488281 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -64273.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64326.160156 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -64326.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -64428.933594 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -64428.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64452.480469 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -64452.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64459.312500 Penalty: 3198.649170
	Iteration 23Q: 3 clusters Score -64459.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64459.312500 Penalty: 3198.649170
	Iteration 24F: 3 clusters Score -64459.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46228 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1042 members 
Mstep: Class 6 contains 170924 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 160747 members 
Mstep: Class 10 contains 144522 members 
Mstep: Class 11 contains 11804 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152519 members 
Mstep: Class 15 contains 81945 members 
Mstep: Class 16 contains 9467 members 
Mstep: Class 17 contains 151019 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41475 members 
Mstep: Class 20 contains 74717 members 
Mstep: Class 21 contains 332 members 
Mstep: Class 22 contains 164421 members 
Entering Unmasked Estep 
Score: -161341792.000000 Penalty: 76770.804688
Splitting cluster 8 changes total score from -161343296.000000 to -161341792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (160747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160747 members 
Entering Unmasked Estep 
Score: -20425740.000000 Penalty: 2972.921631
	Iteration 0F: 2 clusters Score -2.042574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 80092 members 
Entering Unmasked Estep 
Score: -20319950.000000 Penalty: 5945.843262
	Iteration 0F: 3 clusters Score -2.031995e+07 nChanged 77024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 78014 members 
Entering Unmasked Estep 
Score: -20364770.000000 Penalty: 5945.843262
	Iteration 1F: 3 clusters Score -2.036477e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 76975 members 
Entering Unmasked Estep 
Score: -20365950.000000 Penalty: 5945.843262
	Iteration 2Q: 3 clusters Score -2.036595e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85497 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -20367502.000000 Penalty: 5945.843262
	Iteration 3Q: 3 clusters Score -2.03675e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88333 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -20370196.000000 Penalty: 5945.843262
	Iteration 4Q: 3 clusters Score -2.03702e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92475 members 
Mstep: Class 2 contains 68272 members 
Entering Unmasked Estep 
Score: -20374572.000000 Penalty: 5945.843262
	Iteration 5Q: 3 clusters Score -2.037457e+07 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97694 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -20381526.000000 Penalty: 5945.843262
	Iteration 6F: 3 clusters Score -2.038153e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103083 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -20389788.000000 Penalty: 5945.843262
	Iteration 7F: 3 clusters Score -2.038979e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107460 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -20397426.000000 Penalty: 5945.843262
	Iteration 8F: 3 clusters Score -2.039743e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110213 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -20403144.000000 Penalty: 5945.843262
	Iteration 9F: 3 clusters Score -2.040314e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111508 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -20407538.000000 Penalty: 5945.843262
	Iteration 10Q: 3 clusters Score -2.040754e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112012 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -20410424.000000 Penalty: 5945.843262
	Iteration 11Q: 3 clusters Score -2.041042e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112235 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -20412114.000000 Penalty: 5945.843262
	Iteration 12Q: 3 clusters Score -2.041211e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112458 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -20412878.000000 Penalty: 5945.843262
	Iteration 13Q: 3 clusters Score -2.041288e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112638 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -20413422.000000 Penalty: 5945.843262
	Iteration 14Q: 3 clusters Score -2.041342e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112696 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -20413920.000000 Penalty: 5945.843262
	Iteration 15Q: 3 clusters Score -2.041392e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112656 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -20414336.000000 Penalty: 5945.843262
	Iteration 16Q: 3 clusters Score -2.041434e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112520 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -20414802.000000 Penalty: 5945.843262
	Iteration 17Q: 3 clusters Score -2.04148e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112280 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -20415146.000000 Penalty: 5945.843262
	Iteration 18Q: 3 clusters Score -2.041515e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111885 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -20415630.000000 Penalty: 5945.843262
	Iteration 19Q: 3 clusters Score -2.041563e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111407 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -20415960.000000 Penalty: 5945.843262
	Iteration 20F: 3 clusters Score -2.041596e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110836 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -20416274.000000 Penalty: 5945.843262
	Iteration 21Q: 3 clusters Score -2.041627e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110186 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -20416712.000000 Penalty: 5945.843262
	Iteration 22Q: 3 clusters Score -2.041671e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109416 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -20417176.000000 Penalty: 5945.843262
	Iteration 23Q: 3 clusters Score -2.041718e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108441 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -20417664.000000 Penalty: 5945.843262
	Iteration 24Q: 3 clusters Score -2.041766e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107415 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -20418204.000000 Penalty: 5945.843262
	Iteration 25Q: 3 clusters Score -2.04182e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106446 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -20418730.000000 Penalty: 5945.843262
	Iteration 26Q: 3 clusters Score -2.041873e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105544 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -20418932.000000 Penalty: 5945.843262
	Iteration 27Q: 3 clusters Score -2.041893e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104753 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -20419152.000000 Penalty: 5945.843262
	Iteration 28Q: 3 clusters Score -2.041915e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104022 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -20419358.000000 Penalty: 5945.843262
	Iteration 29Q: 3 clusters Score -2.041936e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103318 members 
Mstep: Class 2 contains 57429 members 
Entering Unmasked Estep 
Score: -20419446.000000 Penalty: 5945.843262
	Iteration 30Q: 3 clusters Score -2.041945e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102598 members 
Mstep: Class 2 contains 58149 members 
Entering Unmasked Estep 
Score: -20419564.000000 Penalty: 5945.843262
	Iteration 31Q: 3 clusters Score -2.041956e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101897 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -20419676.000000 Penalty: 5945.843262
	Iteration 32Q: 3 clusters Score -2.041968e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101137 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -20419838.000000 Penalty: 5945.843262
	Iteration 33Q: 3 clusters Score -2.041984e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100325 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -20419912.000000 Penalty: 5945.843262
	Iteration 34Q: 3 clusters Score -2.041991e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99425 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -20419970.000000 Penalty: 5945.843262
	Iteration 35Q: 3 clusters Score -2.041997e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98562 members 
Mstep: Class 2 contains 62185 members 
Entering Unmasked Estep 
Score: -20420000.000000 Penalty: 5945.843262
	Iteration 36Q: 3 clusters Score -2.042e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97691 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -20420194.000000 Penalty: 5945.843262
	Iteration 37Q: 3 clusters Score -2.042019e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -20420268.000000 Penalty: 5945.843262
	Iteration 38Q: 3 clusters Score -2.042027e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -20420408.000000 Penalty: 5945.843262
	Iteration 39Q: 3 clusters Score -2.042041e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95039 members 
Mstep: Class 2 contains 65708 members 
Entering Unmasked Estep 
Score: -20420538.000000 Penalty: 5945.843262
	Iteration 40F: 3 clusters Score -2.042054e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -20420658.000000 Penalty: 5945.843262
	Iteration 41Q: 3 clusters Score -2.042066e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -20420804.000000 Penalty: 5945.843262
	Iteration 42Q: 3 clusters Score -2.04208e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92172 members 
Mstep: Class 2 contains 68575 members 
Entering Unmasked Estep 
Score: -20420974.000000 Penalty: 5945.843262
	Iteration 43Q: 3 clusters Score -2.042097e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91196 members 
Mstep: Class 2 contains 69551 members 
Entering Unmasked Estep 
Score: -20421086.000000 Penalty: 5945.843262
	Iteration 44Q: 3 clusters Score -2.042109e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90212 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -20421216.000000 Penalty: 5945.843262
	Iteration 45Q: 3 clusters Score -2.042122e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89199 members 
Mstep: Class 2 contains 71548 members 
Entering Unmasked Estep 
Score: -20421346.000000 Penalty: 5945.843262
	Iteration 46Q: 3 clusters Score -2.042135e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88202 members 
Mstep: Class 2 contains 72545 members 
Entering Unmasked Estep 
Score: -20421446.000000 Penalty: 5945.843262
	Iteration 47Q: 3 clusters Score -2.042145e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 73527 members 
Entering Unmasked Estep 
Score: -20421578.000000 Penalty: 5945.843262
	Iteration 48Q: 3 clusters Score -2.042158e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 74533 members 
Entering Unmasked Estep 
Score: -20421652.000000 Penalty: 5945.843262
	Iteration 49Q: 3 clusters Score -2.042165e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85254 members 
Mstep: Class 2 contains 75493 members 
Entering Unmasked Estep 
Score: -20421752.000000 Penalty: 5945.843262
	Iteration 50Q: 3 clusters Score -2.042175e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84296 members 
Mstep: Class 2 contains 76451 members 
Entering Unmasked Estep 
Score: -20421880.000000 Penalty: 5945.843262
	Iteration 51Q: 3 clusters Score -2.042188e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83390 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -20421986.000000 Penalty: 5945.843262
	Iteration 52Q: 3 clusters Score -2.042199e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82493 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -20422226.000000 Penalty: 5945.843262
	Iteration 53Q: 3 clusters Score -2.042223e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -20422348.000000 Penalty: 5945.843262
	Iteration 54Q: 3 clusters Score -2.042235e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80531 members 
Mstep: Class 2 contains 80216 members 
Entering Unmasked Estep 
Score: -20422484.000000 Penalty: 5945.843262
	Iteration 55Q: 3 clusters Score -2.042248e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -20422600.000000 Penalty: 5945.843262
	Iteration 56Q: 3 clusters Score -2.04226e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78487 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -20422782.000000 Penalty: 5945.843262
	Iteration 57Q: 3 clusters Score -2.042278e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77460 members 
Mstep: Class 2 contains 83287 members 
Entering Unmasked Estep 
Score: -20423012.000000 Penalty: 5945.843262
	Iteration 58Q: 3 clusters Score -2.042301e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -20423046.000000 Penalty: 5945.843262
	Iteration 59Q: 3 clusters Score -2.042305e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75511 members 
Mstep: Class 2 contains 85236 members 
Entering Unmasked Estep 
Score: -20423178.000000 Penalty: 5945.843262
	Iteration 60F: 3 clusters Score -2.042318e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74545 members 
Mstep: Class 2 contains 86202 members 
Entering Unmasked Estep 
Score: -20423312.000000 Penalty: 5945.843262
	Iteration 61Q: 3 clusters Score -2.042331e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73577 members 
Mstep: Class 2 contains 87170 members 
Entering Unmasked Estep 
Score: -20423420.000000 Penalty: 5945.843262
	Iteration 62Q: 3 clusters Score -2.042342e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -20423478.000000 Penalty: 5945.843262
	Iteration 63Q: 3 clusters Score -2.042348e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71602 members 
Mstep: Class 2 contains 89145 members 
Entering Unmasked Estep 
Score: -20423612.000000 Penalty: 5945.843262
	Iteration 64Q: 3 clusters Score -2.042361e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70597 members 
Mstep: Class 2 contains 90150 members 
Entering Unmasked Estep 
Score: -20423738.000000 Penalty: 5945.843262
	Iteration 65Q: 3 clusters Score -2.042374e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 91161 members 
Entering Unmasked Estep 
Score: -20424014.000000 Penalty: 5945.843262
	Iteration 66Q: 3 clusters Score -2.042401e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68545 members 
Mstep: Class 2 contains 92202 members 
Entering Unmasked Estep 
Score: -20424118.000000 Penalty: 5945.843262
	Iteration 67Q: 3 clusters Score -2.042412e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 93205 members 
Entering Unmasked Estep 
Score: -20424160.000000 Penalty: 5945.843262
	Iteration 68Q: 3 clusters Score -2.042416e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 94211 members 
Entering Unmasked Estep 
Score: -20424248.000000 Penalty: 5945.843262
	Iteration 69Q: 3 clusters Score -2.042425e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -20424364.000000 Penalty: 5945.843262
	Iteration 70Q: 3 clusters Score -2.042436e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64671 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -20424464.000000 Penalty: 5945.843262
	Iteration 71Q: 3 clusters Score -2.042446e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 96916 members 
Entering Unmasked Estep 
Score: -20424628.000000 Penalty: 5945.843262
	Iteration 72Q: 3 clusters Score -2.042463e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 97746 members 
Entering Unmasked Estep 
Score: -20424644.000000 Penalty: 5945.843262
	Iteration 73Q: 3 clusters Score -2.042464e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 98581 members 
Entering Unmasked Estep 
Score: -20424706.000000 Penalty: 5945.843262
	Iteration 74Q: 3 clusters Score -2.042471e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 99389 members 
Entering Unmasked Estep 
Score: -20424864.000000 Penalty: 5945.843262
	Iteration 75Q: 3 clusters Score -2.042486e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 100158 members 
Entering Unmasked Estep 
Score: -20424978.000000 Penalty: 5945.843262
	Iteration 76Q: 3 clusters Score -2.042498e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 100915 members 
Entering Unmasked Estep 
Score: -20425054.000000 Penalty: 5945.843262
	Iteration 77Q: 3 clusters Score -2.042505e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 101643 members 
Entering Unmasked Estep 
Score: -20425208.000000 Penalty: 5945.843262
	Iteration 78Q: 3 clusters Score -2.042521e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 102356 members 
Entering Unmasked Estep 
Score: -20425254.000000 Penalty: 5945.843262
	Iteration 79Q: 3 clusters Score -2.042525e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 103061 members 
Entering Unmasked Estep 
Score: -20425326.000000 Penalty: 5945.843262
	Iteration 80F: 3 clusters Score -2.042533e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 103789 members 
Entering Unmasked Estep 
Score: -20425516.000000 Penalty: 5945.843262
	Iteration 81Q: 3 clusters Score -2.042552e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 104478 members 
Entering Unmasked Estep 
Score: -20425546.000000 Penalty: 5945.843262
	Iteration 82Q: 3 clusters Score -2.042555e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 105139 members 
Entering Unmasked Estep 
Score: -20425644.000000 Penalty: 5945.843262
	Iteration 83Q: 3 clusters Score -2.042564e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 105819 members 
Entering Unmasked Estep 
Score: -20425730.000000 Penalty: 5945.843262
	Iteration 84Q: 3 clusters Score -2.042573e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 106464 members 
Entering Unmasked Estep 
Score: -20425770.000000 Penalty: 5945.843262
	Iteration 85Q: 3 clusters Score -2.042577e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 107067 members 
Entering Unmasked Estep 
Score: -20425868.000000 Penalty: 5945.843262
	Iteration 86Q: 3 clusters Score -2.042587e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 107644 members 
Entering Unmasked Estep 
Score: -20425992.000000 Penalty: 5945.843262
	Iteration 87Q: 3 clusters Score -2.042599e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 108224 members 
Entering Unmasked Estep 
Score: -20426022.000000 Penalty: 5945.843262
	Iteration 88Q: 3 clusters Score -2.042602e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 108760 members 
Entering Unmasked Estep 
Score: -20426060.000000 Penalty: 5945.843262
	Iteration 89Q: 3 clusters Score -2.042606e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 109280 members 
Entering Unmasked Estep 
Score: -20426142.000000 Penalty: 5945.843262
	Iteration 90Q: 3 clusters Score -2.042614e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 109756 members 
Entering Unmasked Estep 
Score: -20426196.000000 Penalty: 5945.843262
	Iteration 91Q: 3 clusters Score -2.04262e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 110212 members 
Entering Unmasked Estep 
Score: -20426176.000000 Penalty: 5945.843262
	Iteration 92Q: 3 clusters Score -2.042618e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 110615 members 
Entering Unmasked Estep 
Score: -20426148.000000 Penalty: 5945.843262
	Iteration 93Q: 3 clusters Score -2.042615e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 111038 members 
Entering Unmasked Estep 
Score: -20426188.000000 Penalty: 5945.843262
	Iteration 94Q: 3 clusters Score -2.042619e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 111466 members 
Entering Unmasked Estep 
Score: -20426180.000000 Penalty: 5945.843262
	Iteration 95Q: 3 clusters Score -2.042618e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 111896 members 
Entering Unmasked Estep 
Score: -20426208.000000 Penalty: 5945.843262
	Iteration 96Q: 3 clusters Score -2.042621e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 112317 members 
Entering Unmasked Estep 
Score: -20426292.000000 Penalty: 5945.843262
	Iteration 97Q: 3 clusters Score -2.042629e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 112747 members 
Entering Unmasked Estep 
Score: -20426306.000000 Penalty: 5945.843262
	Iteration 98Q: 3 clusters Score -2.042631e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 113177 members 
Entering Unmasked Estep 
Score: -20426344.000000 Penalty: 5945.843262
	Iteration 99Q: 3 clusters Score -2.042634e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 113605 members 
Entering Unmasked Estep 
Score: -20426380.000000 Penalty: 5945.843262
	Iteration 100F: 3 clusters Score -2.042638e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 114000 members 
Entering Unmasked Estep 
Score: -20426466.000000 Penalty: 5945.843262
	Iteration 101Q: 3 clusters Score -2.042647e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 114379 members 
Entering Unmasked Estep 
Score: -20426498.000000 Penalty: 5945.843262
	Iteration 102Q: 3 clusters Score -2.04265e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 114746 members 
Entering Unmasked Estep 
Score: -20426476.000000 Penalty: 5945.843262
	Iteration 103Q: 3 clusters Score -2.042648e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 115079 members 
Entering Unmasked Estep 
Score: -20426480.000000 Penalty: 5945.843262
	Iteration 104Q: 3 clusters Score -2.042648e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 115377 members 
Entering Unmasked Estep 
Score: -20426474.000000 Penalty: 5945.843262
	Iteration 105Q: 3 clusters Score -2.042647e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 115656 members 
Entering Unmasked Estep 
Score: -20426450.000000 Penalty: 5945.843262
	Iteration 106Q: 3 clusters Score -2.042645e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 115937 members 
Entering Unmasked Estep 
Score: -20426448.000000 Penalty: 5945.843262
	Iteration 107Q: 3 clusters Score -2.042645e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 116242 members 
Entering Unmasked Estep 
Score: -20426456.000000 Penalty: 5945.843262
	Iteration 108Q: 3 clusters Score -2.042646e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 116528 members 
Entering Unmasked Estep 
Score: -20426544.000000 Penalty: 5945.843262
	Iteration 109Q: 3 clusters Score -2.042654e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 116832 members 
Entering Unmasked Estep 
Score: -20426514.000000 Penalty: 5945.843262
	Iteration 110Q: 3 clusters Score -2.042651e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 117112 members 
Entering Unmasked Estep 
Score: -20426534.000000 Penalty: 5945.843262
	Iteration 111Q: 3 clusters Score -2.042653e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 117418 members 
Entering Unmasked Estep 
Score: -20426592.000000 Penalty: 5945.843262
	Iteration 112Q: 3 clusters Score -2.042659e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 117718 members 
Entering Unmasked Estep 
Score: -20426614.000000 Penalty: 5945.843262
	Iteration 113Q: 3 clusters Score -2.042661e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 118003 members 
Entering Unmasked Estep 
Score: -20426568.000000 Penalty: 5945.843262
	Iteration 114Q: 3 clusters Score -2.042657e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 118287 members 
Entering Unmasked Estep 
Score: -20426602.000000 Penalty: 5945.843262
	Iteration 115Q: 3 clusters Score -2.04266e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 118582 members 
Entering Unmasked Estep 
Score: -20426596.000000 Penalty: 5945.843262
	Iteration 116Q: 3 clusters Score -2.04266e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 118846 members 
Entering Unmasked Estep 
Score: -20426618.000000 Penalty: 5945.843262
	Iteration 117Q: 3 clusters Score -2.042662e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 119110 members 
Entering Unmasked Estep 
Score: -20426574.000000 Penalty: 5945.843262
	Iteration 118Q: 3 clusters Score -2.042657e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 119365 members 
Entering Unmasked Estep 
Score: -20426584.000000 Penalty: 5945.843262
	Iteration 119Q: 3 clusters Score -2.042658e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 119596 members 
Entering Unmasked Estep 
Score: -20426608.000000 Penalty: 5945.843262
	Iteration 120F: 3 clusters Score -2.042661e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 119840 members 
Entering Unmasked Estep 
Score: -20426602.000000 Penalty: 5945.843262
	Iteration 121Q: 3 clusters Score -2.04266e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 120086 members 
Entering Unmasked Estep 
Score: -20426568.000000 Penalty: 5945.843262
	Iteration 122Q: 3 clusters Score -2.042657e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 120314 members 
Entering Unmasked Estep 
Score: -20426562.000000 Penalty: 5945.843262
	Iteration 123Q: 3 clusters Score -2.042656e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 120543 members 
Entering Unmasked Estep 
Score: -20426592.000000 Penalty: 5945.843262
	Iteration 124Q: 3 clusters Score -2.042659e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 120759 members 
Entering Unmasked Estep 
Score: -20426590.000000 Penalty: 5945.843262
	Iteration 125Q: 3 clusters Score -2.042659e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 120975 members 
Entering Unmasked Estep 
Score: -20426604.000000 Penalty: 5945.843262
	Iteration 126Q: 3 clusters Score -2.04266e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 121154 members 
Entering Unmasked Estep 
Score: -20426618.000000 Penalty: 5945.843262
	Iteration 127Q: 3 clusters Score -2.042662e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 121312 members 
Entering Unmasked Estep 
Score: -20426658.000000 Penalty: 5945.843262
	Iteration 128Q: 3 clusters Score -2.042666e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 121465 members 
Entering Unmasked Estep 
Score: -20426620.000000 Penalty: 5945.843262
	Iteration 129Q: 3 clusters Score -2.042662e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 121612 members 
Entering Unmasked Estep 
Score: -20426608.000000 Penalty: 5945.843262
	Iteration 130Q: 3 clusters Score -2.042661e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 121751 members 
Entering Unmasked Estep 
Score: -20426622.000000 Penalty: 5945.843262
	Iteration 131Q: 3 clusters Score -2.042662e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 121880 members 
Entering Unmasked Estep 
Score: -20426582.000000 Penalty: 5945.843262
	Iteration 132Q: 3 clusters Score -2.042658e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 122004 members 
Entering Unmasked Estep 
Score: -20426630.000000 Penalty: 5945.843262
	Iteration 133Q: 3 clusters Score -2.042663e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 122129 members 
Entering Unmasked Estep 
Score: -20426642.000000 Penalty: 5945.843262
	Iteration 134Q: 3 clusters Score -2.042664e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 122266 members 
Entering Unmasked Estep 
Score: -20426602.000000 Penalty: 5945.843262
	Iteration 135Q: 3 clusters Score -2.04266e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 122399 members 
Entering Unmasked Estep 
Score: -20426584.000000 Penalty: 5945.843262
	Iteration 136Q: 3 clusters Score -2.042658e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 122521 members 
Entering Unmasked Estep 
Score: -20426618.000000 Penalty: 5945.843262
	Iteration 137Q: 3 clusters Score -2.042662e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 122626 members 
Entering Unmasked Estep 
Score: -20426652.000000 Penalty: 5945.843262
	Iteration 138Q: 3 clusters Score -2.042665e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 122727 members 
Entering Unmasked Estep 
Score: -20426660.000000 Penalty: 5945.843262
	Iteration 139Q: 3 clusters Score -2.042666e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 122825 members 
Entering Unmasked Estep 
Score: -20426644.000000 Penalty: 5945.843262
	Iteration 140F: 3 clusters Score -2.042664e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 122923 members 
Entering Unmasked Estep 
Score: -20426690.000000 Penalty: 5945.843262
	Iteration 141Q: 3 clusters Score -2.042669e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 123034 members 
Entering Unmasked Estep 
Score: -20426694.000000 Penalty: 5945.843262
	Iteration 142Q: 3 clusters Score -2.042669e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 123145 members 
Entering Unmasked Estep 
Score: -20426692.000000 Penalty: 5945.843262
	Iteration 143Q: 3 clusters Score -2.042669e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 123266 members 
Entering Unmasked Estep 
Score: -20426724.000000 Penalty: 5945.843262
	Iteration 144Q: 3 clusters Score -2.042672e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 123394 members 
Entering Unmasked Estep 
Score: -20426760.000000 Penalty: 5945.843262
	Iteration 145Q: 3 clusters Score -2.042676e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 123519 members 
Entering Unmasked Estep 
Score: -20426730.000000 Penalty: 5945.843262
	Iteration 146Q: 3 clusters Score -2.042673e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 123643 members 
Entering Unmasked Estep 
Score: -20426704.000000 Penalty: 5945.843262
	Iteration 147Q: 3 clusters Score -2.04267e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 123760 members 
Entering Unmasked Estep 
Score: -20426730.000000 Penalty: 5945.843262
	Iteration 148Q: 3 clusters Score -2.042673e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 123882 members 
Entering Unmasked Estep 
Score: -20426714.000000 Penalty: 5945.843262
	Iteration 149Q: 3 clusters Score -2.042671e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 124008 members 
Entering Unmasked Estep 
Score: -20426688.000000 Penalty: 5945.843262
	Iteration 150Q: 3 clusters Score -2.042669e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 124145 members 
Entering Unmasked Estep 
Score: -20426698.000000 Penalty: 5945.843262
	Iteration 151Q: 3 clusters Score -2.04267e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 124271 members 
Entering Unmasked Estep 
Score: -20426716.000000 Penalty: 5945.843262
	Iteration 152Q: 3 clusters Score -2.042672e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 124384 members 
Entering Unmasked Estep 
Score: -20426720.000000 Penalty: 5945.843262
	Iteration 153Q: 3 clusters Score -2.042672e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 124495 members 
Entering Unmasked Estep 
Score: -20426758.000000 Penalty: 5945.843262
	Iteration 154Q: 3 clusters Score -2.042676e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 124591 members 
Entering Unmasked Estep 
Score: -20426770.000000 Penalty: 5945.843262
	Iteration 155Q: 3 clusters Score -2.042677e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 124685 members 
Entering Unmasked Estep 
Score: -20426776.000000 Penalty: 5945.843262
	Iteration 156Q: 3 clusters Score -2.042678e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 124776 members 
Entering Unmasked Estep 
Score: -20426756.000000 Penalty: 5945.843262
	Iteration 157Q: 3 clusters Score -2.042676e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 124856 members 
Entering Unmasked Estep 
Score: -20426766.000000 Penalty: 5945.843262
	Iteration 158Q: 3 clusters Score -2.042677e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 124953 members 
Entering Unmasked Estep 
Score: -20426754.000000 Penalty: 5945.843262
	Iteration 159Q: 3 clusters Score -2.042675e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 125060 members 
Entering Unmasked Estep 
Score: -20426742.000000 Penalty: 5945.843262
	Iteration 160F: 3 clusters Score -2.042674e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 125159 members 
Entering Unmasked Estep 
Score: -20426730.000000 Penalty: 5945.843262
	Iteration 161Q: 3 clusters Score -2.042673e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 125252 members 
Entering Unmasked Estep 
Score: -20426736.000000 Penalty: 5945.843262
	Iteration 162Q: 3 clusters Score -2.042674e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 125343 members 
Entering Unmasked Estep 
Score: -20426724.000000 Penalty: 5945.843262
	Iteration 163Q: 3 clusters Score -2.042672e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 125431 members 
Entering Unmasked Estep 
Score: -20426686.000000 Penalty: 5945.843262
	Iteration 164Q: 3 clusters Score -2.042669e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 125521 members 
Entering Unmasked Estep 
Score: -20426726.000000 Penalty: 5945.843262
	Iteration 165Q: 3 clusters Score -2.042673e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 125626 members 
Entering Unmasked Estep 
Score: -20426708.000000 Penalty: 5945.843262
	Iteration 166Q: 3 clusters Score -2.042671e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 125733 members 
Entering Unmasked Estep 
Score: -20426758.000000 Penalty: 5945.843262
	Iteration 167Q: 3 clusters Score -2.042676e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 125841 members 
Entering Unmasked Estep 
Score: -20426738.000000 Penalty: 5945.843262
	Iteration 168Q: 3 clusters Score -2.042674e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 125936 members 
Entering Unmasked Estep 
Score: -20426760.000000 Penalty: 5945.843262
	Iteration 169Q: 3 clusters Score -2.042676e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 126021 members 
Entering Unmasked Estep 
Score: -20426752.000000 Penalty: 5945.843262
	Iteration 170Q: 3 clusters Score -2.042675e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 126110 members 
Entering Unmasked Estep 
Score: -20426758.000000 Penalty: 5945.843262
	Iteration 171Q: 3 clusters Score -2.042676e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 126183 members 
Entering Unmasked Estep 
Score: -20426732.000000 Penalty: 5945.843262
	Iteration 172Q: 3 clusters Score -2.042673e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 126253 members 
Entering Unmasked Estep 
Score: -20426732.000000 Penalty: 5945.843262
	Iteration 173Q: 3 clusters Score -2.042673e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -20426734.000000 Penalty: 5945.843262
	Iteration 174Q: 3 clusters Score -2.042673e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 126413 members 
Entering Unmasked Estep 
Score: -20426742.000000 Penalty: 5945.843262
	Iteration 175Q: 3 clusters Score -2.042674e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 126491 members 
Entering Unmasked Estep 
Score: -20426786.000000 Penalty: 5945.843262
	Iteration 176Q: 3 clusters Score -2.042679e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 126563 members 
Entering Unmasked Estep 
Score: -20426816.000000 Penalty: 5945.843262
	Iteration 177Q: 3 clusters Score -2.042682e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 126635 members 
Entering Unmasked Estep 
Score: -20426852.000000 Penalty: 5945.843262
	Iteration 178Q: 3 clusters Score -2.042685e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 126700 members 
Entering Unmasked Estep 
Score: -20426792.000000 Penalty: 5945.843262
	Iteration 179Q: 3 clusters Score -2.042679e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 126771 members 
Entering Unmasked Estep 
Score: -20426812.000000 Penalty: 5945.843262
	Iteration 180F: 3 clusters Score -2.042681e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 126838 members 
Entering Unmasked Estep 
Score: -20426828.000000 Penalty: 5945.843262
	Iteration 181Q: 3 clusters Score -2.042683e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 126910 members 
Entering Unmasked Estep 
Score: -20426790.000000 Penalty: 5945.843262
	Iteration 182Q: 3 clusters Score -2.042679e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 126984 members 
Entering Unmasked Estep 
Score: -20426792.000000 Penalty: 5945.843262
	Iteration 183Q: 3 clusters Score -2.042679e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 127067 members 
Entering Unmasked Estep 
Score: -20426788.000000 Penalty: 5945.843262
	Iteration 184Q: 3 clusters Score -2.042679e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 127154 members 
Entering Unmasked Estep 
Score: -20426786.000000 Penalty: 5945.843262
	Iteration 185Q: 3 clusters Score -2.042679e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 127250 members 
Entering Unmasked Estep 
Score: -20426834.000000 Penalty: 5945.843262
	Iteration 186Q: 3 clusters Score -2.042683e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 127331 members 
Entering Unmasked Estep 
Score: -20426816.000000 Penalty: 5945.843262
	Iteration 187Q: 3 clusters Score -2.042682e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 127403 members 
Entering Unmasked Estep 
Score: -20426854.000000 Penalty: 5945.843262
	Iteration 188Q: 3 clusters Score -2.042685e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 127483 members 
Entering Unmasked Estep 
Score: -20426828.000000 Penalty: 5945.843262
	Iteration 189Q: 3 clusters Score -2.042683e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 127555 members 
Entering Unmasked Estep 
Score: -20426834.000000 Penalty: 5945.843262
	Iteration 190Q: 3 clusters Score -2.042683e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 127638 members 
Entering Unmasked Estep 
Score: -20426848.000000 Penalty: 5945.843262
	Iteration 191Q: 3 clusters Score -2.042685e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 127711 members 
Entering Unmasked Estep 
Score: -20426844.000000 Penalty: 5945.843262
	Iteration 192Q: 3 clusters Score -2.042684e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 127784 members 
Entering Unmasked Estep 
Score: -20426860.000000 Penalty: 5945.843262
	Iteration 193Q: 3 clusters Score -2.042686e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 127858 members 
Entering Unmasked Estep 
Score: -20426874.000000 Penalty: 5945.843262
	Iteration 194Q: 3 clusters Score -2.042687e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 127935 members 
Entering Unmasked Estep 
Score: -20426892.000000 Penalty: 5945.843262
	Iteration 195Q: 3 clusters Score -2.042689e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 128002 members 
Entering Unmasked Estep 
Score: -20426874.000000 Penalty: 5945.843262
	Iteration 196Q: 3 clusters Score -2.042687e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 128057 members 
Entering Unmasked Estep 
Score: -20426882.000000 Penalty: 5945.843262
	Iteration 197Q: 3 clusters Score -2.042688e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 128109 members 
Entering Unmasked Estep 
Score: -20426886.000000 Penalty: 5945.843262
	Iteration 198Q: 3 clusters Score -2.042689e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 128158 members 
Entering Unmasked Estep 
Score: -20426868.000000 Penalty: 5945.843262
	Iteration 199Q: 3 clusters Score -2.042687e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 128220 members 
Entering Unmasked Estep 
Score: -20426884.000000 Penalty: 5945.843262
	Iteration 200F: 3 clusters Score -2.042688e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 128282 members 
Entering Unmasked Estep 
Score: -20426878.000000 Penalty: 5945.843262
	Iteration 201Q: 3 clusters Score -2.042688e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 128336 members 
Entering Unmasked Estep 
Score: -20426872.000000 Penalty: 5945.843262
	Iteration 202Q: 3 clusters Score -2.042687e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 128385 members 
Entering Unmasked Estep 
Score: -20426836.000000 Penalty: 5945.843262
	Iteration 203Q: 3 clusters Score -2.042684e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 128437 members 
Entering Unmasked Estep 
Score: -20426838.000000 Penalty: 5945.843262
	Iteration 204Q: 3 clusters Score -2.042684e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 128483 members 
Entering Unmasked Estep 
Score: -20426842.000000 Penalty: 5945.843262
	Iteration 205Q: 3 clusters Score -2.042684e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 128521 members 
Entering Unmasked Estep 
Score: -20426832.000000 Penalty: 5945.843262
	Iteration 206Q: 3 clusters Score -2.042683e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 128564 members 
Entering Unmasked Estep 
Score: -20426842.000000 Penalty: 5945.843262
	Iteration 207Q: 3 clusters Score -2.042684e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 128607 members 
Entering Unmasked Estep 
Score: -20426854.000000 Penalty: 5945.843262
	Iteration 208Q: 3 clusters Score -2.042685e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 128650 members 
Entering Unmasked Estep 
Score: -20426856.000000 Penalty: 5945.843262
	Iteration 209Q: 3 clusters Score -2.042686e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 128681 members 
Entering Unmasked Estep 
Score: -20426840.000000 Penalty: 5945.843262
	Iteration 210Q: 3 clusters Score -2.042684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 128705 members 
Entering Unmasked Estep 
Score: -20426840.000000 Penalty: 5945.843262
	Iteration 211Q: 3 clusters Score -2.042684e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 128728 members 
Entering Unmasked Estep 
Score: -20426818.000000 Penalty: 5945.843262
	Iteration 212Q: 3 clusters Score -2.042682e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 128762 members 
Entering Unmasked Estep 
Score: -20426836.000000 Penalty: 5945.843262
	Iteration 213Q: 3 clusters Score -2.042684e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 128791 members 
Entering Unmasked Estep 
Score: -20426844.000000 Penalty: 5945.843262
	Iteration 214Q: 3 clusters Score -2.042684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 128813 members 
Entering Unmasked Estep 
Score: -20426840.000000 Penalty: 5945.843262
	Iteration 215Q: 3 clusters Score -2.042684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 128831 members 
Entering Unmasked Estep 
Score: -20426868.000000 Penalty: 5945.843262
	Iteration 216Q: 3 clusters Score -2.042687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 128847 members 
Entering Unmasked Estep 
Score: -20426838.000000 Penalty: 5945.843262
	Iteration 217Q: 3 clusters Score -2.042684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 128864 members 
Entering Unmasked Estep 
Score: -20426820.000000 Penalty: 5945.843262
	Iteration 218Q: 3 clusters Score -2.042682e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 128887 members 
Entering Unmasked Estep 
Score: -20426816.000000 Penalty: 5945.843262
	Iteration 219Q: 3 clusters Score -2.042682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 128911 members 
Entering Unmasked Estep 
Score: -20426840.000000 Penalty: 5945.843262
	Iteration 220F: 3 clusters Score -2.042684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 128933 members 
Entering Unmasked Estep 
Score: -20426828.000000 Penalty: 5945.843262
	Iteration 221Q: 3 clusters Score -2.042683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 128951 members 
Entering Unmasked Estep 
Score: -20426824.000000 Penalty: 5945.843262
	Iteration 222Q: 3 clusters Score -2.042682e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 128973 members 
Entering Unmasked Estep 
Score: -20426842.000000 Penalty: 5945.843262
	Iteration 223Q: 3 clusters Score -2.042684e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 129002 members 
Entering Unmasked Estep 
Score: -20426862.000000 Penalty: 5945.843262
	Iteration 224Q: 3 clusters Score -2.042686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 129018 members 
Entering Unmasked Estep 
Score: -20426874.000000 Penalty: 5945.843262
	Iteration 225Q: 3 clusters Score -2.042687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 129031 members 
Entering Unmasked Estep 
Score: -20426870.000000 Penalty: 5945.843262
	Iteration 226Q: 3 clusters Score -2.042687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 129040 members 
Entering Unmasked Estep 
Score: -20426840.000000 Penalty: 5945.843262
	Iteration 227Q: 3 clusters Score -2.042684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 129050 members 
Entering Unmasked Estep 
Score: -20426876.000000 Penalty: 5945.843262
	Iteration 228Q: 3 clusters Score -2.042688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 129060 members 
Entering Unmasked Estep 
Score: -20426874.000000 Penalty: 5945.843262
	Iteration 229Q: 3 clusters Score -2.042687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 129071 members 
Entering Unmasked Estep 
Score: -20426886.000000 Penalty: 5945.843262
	Iteration 230Q: 3 clusters Score -2.042689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 129080 members 
Entering Unmasked Estep 
Score: -20426878.000000 Penalty: 5945.843262
	Iteration 231Q: 3 clusters Score -2.042688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 129091 members 
Entering Unmasked Estep 
Score: -20426884.000000 Penalty: 5945.843262
	Iteration 232Q: 3 clusters Score -2.042688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 129106 members 
Entering Unmasked Estep 
Score: -20426868.000000 Penalty: 5945.843262
	Iteration 233Q: 3 clusters Score -2.042687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 129122 members 
Entering Unmasked Estep 
Score: -20426868.000000 Penalty: 5945.843262
	Iteration 234Q: 3 clusters Score -2.042687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 129131 members 
Entering Unmasked Estep 
Score: -20426864.000000 Penalty: 5945.843262
	Iteration 235Q: 3 clusters Score -2.042686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 129141 members 
Entering Unmasked Estep 
Score: -20426862.000000 Penalty: 5945.843262
	Iteration 236Q: 3 clusters Score -2.042686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 129155 members 
Entering Unmasked Estep 
Score: -20426850.000000 Penalty: 5945.843262
	Iteration 237Q: 3 clusters Score -2.042685e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 129173 members 
Entering Unmasked Estep 
Score: -20426854.000000 Penalty: 5945.843262
	Iteration 238Q: 3 clusters Score -2.042685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 129185 members 
Entering Unmasked Estep 
Score: -20426858.000000 Penalty: 5945.843262
	Iteration 239Q: 3 clusters Score -2.042686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 129196 members 
Entering Unmasked Estep 
Score: -20426862.000000 Penalty: 5945.843262
	Iteration 240F: 3 clusters Score -2.042686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 129206 members 
Entering Unmasked Estep 
Score: -20426882.000000 Penalty: 5945.843262
	Iteration 241Q: 3 clusters Score -2.042688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 129216 members 
Entering Unmasked Estep 
Score: -20426872.000000 Penalty: 5945.843262
	Iteration 242Q: 3 clusters Score -2.042687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 129226 members 
Entering Unmasked Estep 
Score: -20426868.000000 Penalty: 5945.843262
	Iteration 243Q: 3 clusters Score -2.042687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 129235 members 
Entering Unmasked Estep 
Score: -20426874.000000 Penalty: 5945.843262
	Iteration 244Q: 3 clusters Score -2.042687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 129251 members 
Entering Unmasked Estep 
Score: -20426858.000000 Penalty: 5945.843262
	Iteration 245Q: 3 clusters Score -2.042686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 129268 members 
Entering Unmasked Estep 
Score: -20426878.000000 Penalty: 5945.843262
	Iteration 246Q: 3 clusters Score -2.042688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 129281 members 
Entering Unmasked Estep 
Score: -20426880.000000 Penalty: 5945.843262
	Iteration 247Q: 3 clusters Score -2.042688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 129294 members 
Entering Unmasked Estep 
Score: -20426866.000000 Penalty: 5945.843262
	Iteration 248Q: 3 clusters Score -2.042687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 129301 members 
Entering Unmasked Estep 
Score: -20426874.000000 Penalty: 5945.843262
	Iteration 249Q: 3 clusters Score -2.042687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 129309 members 
Entering Unmasked Estep 
Score: -20426866.000000 Penalty: 5945.843262
	Iteration 250Q: 3 clusters Score -2.042687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 129318 members 
Entering Unmasked Estep 
Score: -20426870.000000 Penalty: 5945.843262
	Iteration 251Q: 3 clusters Score -2.042687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 129324 members 
Entering Unmasked Estep 
Score: -20426858.000000 Penalty: 5945.843262
	Iteration 252Q: 3 clusters Score -2.042686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 129332 members 
Entering Unmasked Estep 
Score: -20426860.000000 Penalty: 5945.843262
	Iteration 253Q: 3 clusters Score -2.042686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 129344 members 
Entering Unmasked Estep 
Score: -20426844.000000 Penalty: 5945.843262
	Iteration 254Q: 3 clusters Score -2.042684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 129356 members 
Entering Unmasked Estep 
Score: -20426848.000000 Penalty: 5945.843262
	Iteration 255Q: 3 clusters Score -2.042685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 129368 members 
Entering Unmasked Estep 
Score: -20426844.000000 Penalty: 5945.843262
	Iteration 256Q: 3 clusters Score -2.042684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 129378 members 
Entering Unmasked Estep 
Score: -20426842.000000 Penalty: 5945.843262
	Iteration 257Q: 3 clusters Score -2.042684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 129390 members 
Entering Unmasked Estep 
Score: -20426862.000000 Penalty: 5945.843262
	Iteration 258Q: 3 clusters Score -2.042686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 129407 members 
Entering Unmasked Estep 
Score: -20426860.000000 Penalty: 5945.843262
	Iteration 259Q: 3 clusters Score -2.042686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 129421 members 
Entering Unmasked Estep 
Score: -20426858.000000 Penalty: 5945.843262
	Iteration 260F: 3 clusters Score -2.042686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 129439 members 
Entering Unmasked Estep 
Score: -20426860.000000 Penalty: 5945.843262
	Iteration 261Q: 3 clusters Score -2.042686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 129451 members 
Entering Unmasked Estep 
Score: -20426872.000000 Penalty: 5945.843262
	Iteration 262Q: 3 clusters Score -2.042687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 129466 members 
Entering Unmasked Estep 
Score: -20426870.000000 Penalty: 5945.843262
	Iteration 263Q: 3 clusters Score -2.042687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 129476 members 
Entering Unmasked Estep 
Score: -20426884.000000 Penalty: 5945.843262
	Iteration 264Q: 3 clusters Score -2.042688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 129485 members 
Entering Unmasked Estep 
Score: -20426848.000000 Penalty: 5945.843262
	Iteration 265Q: 3 clusters Score -2.042685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 129491 members 
Entering Unmasked Estep 
Score: -20426852.000000 Penalty: 5945.843262
	Iteration 266Q: 3 clusters Score -2.042685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 129503 members 
Entering Unmasked Estep 
Score: -20426854.000000 Penalty: 5945.843262
	Iteration 267Q: 3 clusters Score -2.042685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 129514 members 
Entering Unmasked Estep 
Score: -20426856.000000 Penalty: 5945.843262
	Iteration 268Q: 3 clusters Score -2.042686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 129521 members 
Entering Unmasked Estep 
Score: -20426868.000000 Penalty: 5945.843262
	Iteration 269Q: 3 clusters Score -2.042687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 129526 members 
Entering Unmasked Estep 
Score: -20426870.000000 Penalty: 5945.843262
	Iteration 270Q: 3 clusters Score -2.042687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 129530 members 
Entering Unmasked Estep 
Score: -20426878.000000 Penalty: 5945.843262
	Iteration 271Q: 3 clusters Score -2.042688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 129533 members 
Entering Unmasked Estep 
Score: -20426886.000000 Penalty: 5945.843262
	Iteration 272Q: 3 clusters Score -2.042689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 129533 members 
Entering Unmasked Estep 
Score: -20426886.000000 Penalty: 5945.843262
	Iteration 273F: 3 clusters Score -2.042689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46228 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1042 members 
Mstep: Class 6 contains 170924 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 31214 members 
Mstep: Class 10 contains 144522 members 
Mstep: Class 11 contains 11804 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152519 members 
Mstep: Class 15 contains 81945 members 
Mstep: Class 16 contains 9467 members 
Mstep: Class 17 contains 151019 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41475 members 
Mstep: Class 20 contains 74717 members 
Mstep: Class 21 contains 129533 members 
Mstep: Class 22 contains 164421 members 
Entering Unmasked Estep 
Score: -161342464.000000 Penalty: 76770.804688
Splitting cluster 9 changes total score from -161343296.000000 to -161342464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (144522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144522 members 
Entering Unmasked Estep 
Score: -18382546.000000 Penalty: 2946.534424
	Iteration 0F: 2 clusters Score -1.838255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72015 members 
Mstep: Class 2 contains 72507 members 
Entering Unmasked Estep 
Score: -18287602.000000 Penalty: 5893.068848
	Iteration 0F: 3 clusters Score -1.82876e+07 nChanged 68956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 76575 members 
Entering Unmasked Estep 
Score: -18328526.000000 Penalty: 5893.068848
	Iteration 1F: 3 clusters Score -1.832853e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 79158 members 
Entering Unmasked Estep 
Score: -18329912.000000 Penalty: 5893.068848
	Iteration 2Q: 3 clusters Score -1.832991e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 82999 members 
Entering Unmasked Estep 
Score: -18331890.000000 Penalty: 5893.068848
	Iteration 3Q: 3 clusters Score -1.833189e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 88578 members 
Entering Unmasked Estep 
Score: -18334850.000000 Penalty: 5893.068848
	Iteration 4Q: 3 clusters Score -1.833485e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 96130 members 
Entering Unmasked Estep 
Score: -18339726.000000 Penalty: 5893.068848
	Iteration 5F: 3 clusters Score -1.833973e+07 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 105839 members 
Entering Unmasked Estep 
Score: -18346900.000000 Penalty: 5893.068848
	Iteration 6F: 3 clusters Score -1.83469e+07 nChanged 11026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 116575 members 
Entering Unmasked Estep 
Score: -18356178.000000 Penalty: 5893.068848
	Iteration 7F: 3 clusters Score -1.835618e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 126286 members 
Entering Unmasked Estep 
Score: -18365172.000000 Penalty: 5893.068848
	Iteration 8F: 3 clusters Score -1.836517e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 133406 members 
Entering Unmasked Estep 
Score: -18371882.000000 Penalty: 5893.068848
	Iteration 9Q: 3 clusters Score -1.837188e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 137765 members 
Entering Unmasked Estep 
Score: -18375664.000000 Penalty: 5893.068848
	Iteration 10Q: 3 clusters Score -1.837566e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 140264 members 
Entering Unmasked Estep 
Score: -18377760.000000 Penalty: 5893.068848
	Iteration 11Q: 3 clusters Score -1.837776e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 141666 members 
Entering Unmasked Estep 
Score: -18378834.000000 Penalty: 5893.068848
	Iteration 12Q: 3 clusters Score -1.837883e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 142497 members 
Entering Unmasked Estep 
Score: -18379440.000000 Penalty: 5893.068848
	Iteration 13Q: 3 clusters Score -1.837944e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 142963 members 
Entering Unmasked Estep 
Score: -18379790.000000 Penalty: 5893.068848
	Iteration 14Q: 3 clusters Score -1.837979e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 143226 members 
Entering Unmasked Estep 
Score: -18379908.000000 Penalty: 5893.068848
	Iteration 15Q: 3 clusters Score -1.837991e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 143381 members 
Entering Unmasked Estep 
Score: -18379984.000000 Penalty: 5893.068848
	Iteration 16Q: 3 clusters Score -1.837998e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 143473 members 
Entering Unmasked Estep 
Score: -18380036.000000 Penalty: 5893.068848
	Iteration 17Q: 3 clusters Score -1.838004e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 143533 members 
Entering Unmasked Estep 
Score: -18380092.000000 Penalty: 5893.068848
	Iteration 18Q: 3 clusters Score -1.838009e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 143597 members 
Entering Unmasked Estep 
Score: -18380102.000000 Penalty: 5893.068848
	Iteration 19Q: 3 clusters Score -1.83801e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 143649 members 
Entering Unmasked Estep 
Score: -18380112.000000 Penalty: 5893.068848
	Iteration 20F: 3 clusters Score -1.838011e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 143682 members 
Entering Unmasked Estep 
Score: -18380140.000000 Penalty: 5893.068848
	Iteration 21Q: 3 clusters Score -1.838014e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 143698 members 
Entering Unmasked Estep 
Score: -18380166.000000 Penalty: 5893.068848
	Iteration 22Q: 3 clusters Score -1.838017e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 143711 members 
Entering Unmasked Estep 
Score: -18380180.000000 Penalty: 5893.068848
	Iteration 23Q: 3 clusters Score -1.838018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 143723 members 
Entering Unmasked Estep 
Score: -18380192.000000 Penalty: 5893.068848
	Iteration 24Q: 3 clusters Score -1.838019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 143736 members 
Entering Unmasked Estep 
Score: -18380182.000000 Penalty: 5893.068848
	Iteration 25Q: 3 clusters Score -1.838018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 143749 members 
Entering Unmasked Estep 
Score: -18380182.000000 Penalty: 5893.068848
	Iteration 26Q: 3 clusters Score -1.838018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 143758 members 
Entering Unmasked Estep 
Score: -18380202.000000 Penalty: 5893.068848
	Iteration 27Q: 3 clusters Score -1.83802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 143768 members 
Entering Unmasked Estep 
Score: -18380218.000000 Penalty: 5893.068848
	Iteration 28Q: 3 clusters Score -1.838022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 143774 members 
Entering Unmasked Estep 
Score: -18380228.000000 Penalty: 5893.068848
	Iteration 29Q: 3 clusters Score -1.838023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 143777 members 
Entering Unmasked Estep 
Score: -18380222.000000 Penalty: 5893.068848
	Iteration 30Q: 3 clusters Score -1.838022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 143785 members 
Entering Unmasked Estep 
Score: -18380216.000000 Penalty: 5893.068848
	Iteration 31Q: 3 clusters Score -1.838022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 143787 members 
Entering Unmasked Estep 
Score: -18380212.000000 Penalty: 5893.068848
	Iteration 32Q: 3 clusters Score -1.838021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 143792 members 
Entering Unmasked Estep 
Score: -18380200.000000 Penalty: 5893.068848
	Iteration 33Q: 3 clusters Score -1.83802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 143797 members 
Entering Unmasked Estep 
Score: -18380206.000000 Penalty: 5893.068848
	Iteration 34Q: 3 clusters Score -1.838021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 143800 members 
Entering Unmasked Estep 
Score: -18380202.000000 Penalty: 5893.068848
	Iteration 35Q: 3 clusters Score -1.83802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 143801 members 
Entering Unmasked Estep 
Score: -18380210.000000 Penalty: 5893.068848
	Iteration 36Q: 3 clusters Score -1.838021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 143802 members 
Entering Unmasked Estep 
Score: -18380212.000000 Penalty: 5893.068848
	Iteration 37Q: 3 clusters Score -1.838021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 143802 members 
Entering Unmasked Estep 
Score: -18380212.000000 Penalty: 5893.068848
	Iteration 38F: 3 clusters Score -1.838021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Entering Unmasked Estep 
Score: -1431973.625000 Penalty: 2325.296143
	Iteration 0F: 2 clusters Score -1431974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1423160.500000 Penalty: 4650.592285
	Iteration 0F: 3 clusters Score -1423160 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1425847.000000 Penalty: 4650.592285
	Iteration 1F: 3 clusters Score -1425847 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1426244.000000 Penalty: 4650.592285
	Iteration 2F: 3 clusters Score -1426244 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1426593.375000 Penalty: 4650.592285
	Iteration 3F: 3 clusters Score -1426593 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1426991.125000 Penalty: 4650.592285
	Iteration 4F: 3 clusters Score -1426991 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1427556.250000 Penalty: 4650.592285
	Iteration 5F: 3 clusters Score -1427556 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1428224.000000 Penalty: 4650.592285
	Iteration 6F: 3 clusters Score -1428224 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1428925.125000 Penalty: 4650.592285
	Iteration 7F: 3 clusters Score -1428925 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1429605.625000 Penalty: 4650.592285
	Iteration 8F: 3 clusters Score -1429606 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1430071.125000 Penalty: 4650.592285
	Iteration 9F: 3 clusters Score -1430071 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1430325.500000 Penalty: 4650.592285
	Iteration 10Q: 3 clusters Score -1430326 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1430476.625000 Penalty: 4650.592285
	Iteration 11Q: 3 clusters Score -1430477 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1430534.250000 Penalty: 4650.592285
	Iteration 12Q: 3 clusters Score -1430534 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1430565.500000 Penalty: 4650.592285
	Iteration 13Q: 3 clusters Score -1430566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1430585.000000 Penalty: 4650.592285
	Iteration 14Q: 3 clusters Score -1430585 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1430590.750000 Penalty: 4650.592285
	Iteration 15Q: 3 clusters Score -1430591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1430594.625000 Penalty: 4650.592285
	Iteration 16Q: 3 clusters Score -1430595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1430600.375000 Penalty: 4650.592285
	Iteration 17Q: 3 clusters Score -1430600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1430602.250000 Penalty: 4650.592285
	Iteration 18Q: 3 clusters Score -1430602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1430604.500000 Penalty: 4650.592285
	Iteration 19Q: 3 clusters Score -1430604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1430608.250000 Penalty: 4650.592285
	Iteration 20F: 3 clusters Score -1430608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1430608.000000 Penalty: 4650.592285
	Iteration 21Q: 3 clusters Score -1430608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1430615.500000 Penalty: 4650.592285
	Iteration 22Q: 3 clusters Score -1430616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1430614.750000 Penalty: 4650.592285
	Iteration 23Q: 3 clusters Score -1430615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1430615.875000 Penalty: 4650.592285
	Iteration 24Q: 3 clusters Score -1430616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1430616.750000 Penalty: 4650.592285
	Iteration 25Q: 3 clusters Score -1430617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1430615.000000 Penalty: 4650.592285
	Iteration 26Q: 3 clusters Score -1430615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1430615.875000 Penalty: 4650.592285
	Iteration 27Q: 3 clusters Score -1430616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1430615.000000 Penalty: 4650.592285
	Iteration 28Q: 3 clusters Score -1430615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1430615.000000 Penalty: 4650.592285
	Iteration 29F: 3 clusters Score -1430615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Entering Unmasked Estep 
Score: -518750.218750 Penalty: 2068.669922
	Iteration 0F: 2 clusters Score -518750.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -514744.843750 Penalty: 4137.339844
	Iteration 0F: 3 clusters Score -514744.8 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -515761.312500 Penalty: 4137.339844
	Iteration 1F: 3 clusters Score -515761.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -516039.250000 Penalty: 4137.339844
	Iteration 2F: 3 clusters Score -516039.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -516295.468750 Penalty: 4137.339844
	Iteration 3F: 3 clusters Score -516295.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -516504.937500 Penalty: 4137.339844
	Iteration 4F: 3 clusters Score -516504.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -516725.125000 Penalty: 4137.339844
	Iteration 5Q: 3 clusters Score -516725.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -516943.750000 Penalty: 4137.339844
	Iteration 6F: 3 clusters Score -516943.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -517150.875000 Penalty: 4137.339844
	Iteration 7Q: 3 clusters Score -517150.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -517394.156250 Penalty: 4137.339844
	Iteration 8Q: 3 clusters Score -517394.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -517605.343750 Penalty: 4137.339844
	Iteration 9Q: 3 clusters Score -517605.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -517773.562500 Penalty: 4137.339844
	Iteration 10Q: 3 clusters Score -517773.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -517919.562500 Penalty: 4137.339844
	Iteration 11Q: 3 clusters Score -517919.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -518050.187500 Penalty: 4137.339844
	Iteration 12Q: 3 clusters Score -518050.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -518124.312500 Penalty: 4137.339844
	Iteration 13Q: 3 clusters Score -518124.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -518190.843750 Penalty: 4137.339844
	Iteration 14Q: 3 clusters Score -518190.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -518240.250000 Penalty: 4137.339844
	Iteration 15Q: 3 clusters Score -518240.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -518274.468750 Penalty: 4137.339844
	Iteration 16Q: 3 clusters Score -518274.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -518292.593750 Penalty: 4137.339844
	Iteration 17Q: 3 clusters Score -518292.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -518303.187500 Penalty: 4137.339844
	Iteration 18Q: 3 clusters Score -518303.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -518309.343750 Penalty: 4137.339844
	Iteration 19Q: 3 clusters Score -518309.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -518315.218750 Penalty: 4137.339844
	Iteration 20F: 3 clusters Score -518315.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -518322.218750 Penalty: 4137.339844
	Iteration 21Q: 3 clusters Score -518322.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -518324.312500 Penalty: 4137.339844
	Iteration 22Q: 3 clusters Score -518324.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -518327.875000 Penalty: 4137.339844
	Iteration 23Q: 3 clusters Score -518327.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -518328.437500 Penalty: 4137.339844
	Iteration 24Q: 3 clusters Score -518328.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -518330.281250 Penalty: 4137.339844
	Iteration 25Q: 3 clusters Score -518330.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -518333.593750 Penalty: 4137.339844
	Iteration 26Q: 3 clusters Score -518333.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -518335.531250 Penalty: 4137.339844
	Iteration 27Q: 3 clusters Score -518335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -518335.968750 Penalty: 4137.339844
	Iteration 28Q: 3 clusters Score -518336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -518336.500000 Penalty: 4137.339844
	Iteration 29Q: 3 clusters Score -518336.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -518337.687500 Penalty: 4137.339844
	Iteration 30Q: 3 clusters Score -518337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -518339.250000 Penalty: 4137.339844
	Iteration 31Q: 3 clusters Score -518339.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -518338.906250 Penalty: 4137.339844
	Iteration 32Q: 3 clusters Score -518338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -518340.343750 Penalty: 4137.339844
	Iteration 33Q: 3 clusters Score -518340.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -518340.343750 Penalty: 4137.339844
	Iteration 34F: 3 clusters Score -518340.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -40393.312500 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -40393.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39021.113281 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -39021.11 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39142.800781 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -39142.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39158.726562 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -39158.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39167.441406 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -39167.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39183.085938 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -39183.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39183.085938 Penalty: 2906.950195
	Iteration 5F: 3 clusters Score -39183.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (152519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152519 members 
Entering Unmasked Estep 
Score: -19561644.000000 Penalty: 2959.890869
	Iteration 0F: 2 clusters Score -1.956164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 76363 members 
Entering Unmasked Estep 
Score: -19463938.000000 Penalty: 5919.781738
	Iteration 0F: 3 clusters Score -1.946394e+07 nChanged 72811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -19506330.000000 Penalty: 5919.781738
	Iteration 1F: 3 clusters Score -1.950633e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -19507568.000000 Penalty: 5919.781738
	Iteration 2Q: 3 clusters Score -1.950757e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70742 members 
Mstep: Class 2 contains 81777 members 
Entering Unmasked Estep 
Score: -19508936.000000 Penalty: 5919.781738
	Iteration 3Q: 3 clusters Score -1.950894e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67623 members 
Mstep: Class 2 contains 84896 members 
Entering Unmasked Estep 
Score: -19510780.000000 Penalty: 5919.781738
	Iteration 4Q: 3 clusters Score -1.951078e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63216 members 
Mstep: Class 2 contains 89303 members 
Entering Unmasked Estep 
Score: -19513534.000000 Penalty: 5919.781738
	Iteration 5Q: 3 clusters Score -1.951353e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57301 members 
Mstep: Class 2 contains 95218 members 
Entering Unmasked Estep 
Score: -19517746.000000 Penalty: 5919.781738
	Iteration 6F: 3 clusters Score -1.951775e+07 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 102605 members 
Entering Unmasked Estep 
Score: -19524398.000000 Penalty: 5919.781738
	Iteration 7F: 3 clusters Score -1.95244e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 110596 members 
Entering Unmasked Estep 
Score: -19532990.000000 Penalty: 5919.781738
	Iteration 8F: 3 clusters Score -1.953299e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 117088 members 
Entering Unmasked Estep 
Score: -19541422.000000 Penalty: 5919.781738
	Iteration 9F: 3 clusters Score -1.954142e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 121029 members 
Entering Unmasked Estep 
Score: -19546768.000000 Penalty: 5919.781738
	Iteration 10Q: 3 clusters Score -1.954677e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 123292 members 
Entering Unmasked Estep 
Score: -19548808.000000 Penalty: 5919.781738
	Iteration 11Q: 3 clusters Score -1.954881e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 125131 members 
Entering Unmasked Estep 
Score: -19550016.000000 Penalty: 5919.781738
	Iteration 12Q: 3 clusters Score -1.955002e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 126878 members 
Entering Unmasked Estep 
Score: -19550830.000000 Penalty: 5919.781738
	Iteration 13Q: 3 clusters Score -1.955083e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 128611 members 
Entering Unmasked Estep 
Score: -19551612.000000 Penalty: 5919.781738
	Iteration 14Q: 3 clusters Score -1.955161e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 130333 members 
Entering Unmasked Estep 
Score: -19552348.000000 Penalty: 5919.781738
	Iteration 15Q: 3 clusters Score -1.955235e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 131965 members 
Entering Unmasked Estep 
Score: -19553102.000000 Penalty: 5919.781738
	Iteration 16Q: 3 clusters Score -1.95531e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 133497 members 
Entering Unmasked Estep 
Score: -19553824.000000 Penalty: 5919.781738
	Iteration 17Q: 3 clusters Score -1.955382e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 134956 members 
Entering Unmasked Estep 
Score: -19554342.000000 Penalty: 5919.781738
	Iteration 18Q: 3 clusters Score -1.955434e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 136382 members 
Entering Unmasked Estep 
Score: -19554936.000000 Penalty: 5919.781738
	Iteration 19Q: 3 clusters Score -1.955494e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 137781 members 
Entering Unmasked Estep 
Score: -19555576.000000 Penalty: 5919.781738
	Iteration 20F: 3 clusters Score -1.955558e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 139148 members 
Entering Unmasked Estep 
Score: -19556116.000000 Penalty: 5919.781738
	Iteration 21Q: 3 clusters Score -1.955612e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 140485 members 
Entering Unmasked Estep 
Score: -19556636.000000 Penalty: 5919.781738
	Iteration 22Q: 3 clusters Score -1.955664e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 141761 members 
Entering Unmasked Estep 
Score: -19557132.000000 Penalty: 5919.781738
	Iteration 23Q: 3 clusters Score -1.955713e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 142977 members 
Entering Unmasked Estep 
Score: -19557602.000000 Penalty: 5919.781738
	Iteration 24Q: 3 clusters Score -1.95576e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 144057 members 
Entering Unmasked Estep 
Score: -19557946.000000 Penalty: 5919.781738
	Iteration 25Q: 3 clusters Score -1.955795e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 145033 members 
Entering Unmasked Estep 
Score: -19558276.000000 Penalty: 5919.781738
	Iteration 26Q: 3 clusters Score -1.955828e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 145841 members 
Entering Unmasked Estep 
Score: -19558440.000000 Penalty: 5919.781738
	Iteration 27Q: 3 clusters Score -1.955844e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 146587 members 
Entering Unmasked Estep 
Score: -19558668.000000 Penalty: 5919.781738
	Iteration 28Q: 3 clusters Score -1.955867e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 147213 members 
Entering Unmasked Estep 
Score: -19558860.000000 Penalty: 5919.781738
	Iteration 29Q: 3 clusters Score -1.955886e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 147749 members 
Entering Unmasked Estep 
Score: -19558988.000000 Penalty: 5919.781738
	Iteration 30Q: 3 clusters Score -1.955899e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 148234 members 
Entering Unmasked Estep 
Score: -19559092.000000 Penalty: 5919.781738
	Iteration 31Q: 3 clusters Score -1.955909e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 148648 members 
Entering Unmasked Estep 
Score: -19559238.000000 Penalty: 5919.781738
	Iteration 32Q: 3 clusters Score -1.955924e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 149022 members 
Entering Unmasked Estep 
Score: -19559288.000000 Penalty: 5919.781738
	Iteration 33Q: 3 clusters Score -1.955929e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 149351 members 
Entering Unmasked Estep 
Score: -19559382.000000 Penalty: 5919.781738
	Iteration 34Q: 3 clusters Score -1.955938e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 149620 members 
Entering Unmasked Estep 
Score: -19559466.000000 Penalty: 5919.781738
	Iteration 35Q: 3 clusters Score -1.955947e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 149836 members 
Entering Unmasked Estep 
Score: -19559532.000000 Penalty: 5919.781738
	Iteration 36Q: 3 clusters Score -1.955953e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 150032 members 
Entering Unmasked Estep 
Score: -19559586.000000 Penalty: 5919.781738
	Iteration 37Q: 3 clusters Score -1.955959e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 150205 members 
Entering Unmasked Estep 
Score: -19559594.000000 Penalty: 5919.781738
	Iteration 38Q: 3 clusters Score -1.955959e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 150354 members 
Entering Unmasked Estep 
Score: -19559610.000000 Penalty: 5919.781738
	Iteration 39Q: 3 clusters Score -1.955961e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 150466 members 
Entering Unmasked Estep 
Score: -19559622.000000 Penalty: 5919.781738
	Iteration 40F: 3 clusters Score -1.955962e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 150546 members 
Entering Unmasked Estep 
Score: -19559624.000000 Penalty: 5919.781738
	Iteration 41Q: 3 clusters Score -1.955962e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 150621 members 
Entering Unmasked Estep 
Score: -19559606.000000 Penalty: 5919.781738
	Iteration 42Q: 3 clusters Score -1.955961e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 150679 members 
Entering Unmasked Estep 
Score: -19559656.000000 Penalty: 5919.781738
	Iteration 43Q: 3 clusters Score -1.955966e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 150736 members 
Entering Unmasked Estep 
Score: -19559692.000000 Penalty: 5919.781738
	Iteration 44Q: 3 clusters Score -1.955969e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 150788 members 
Entering Unmasked Estep 
Score: -19559694.000000 Penalty: 5919.781738
	Iteration 45Q: 3 clusters Score -1.955969e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 150835 members 
Entering Unmasked Estep 
Score: -19559708.000000 Penalty: 5919.781738
	Iteration 46Q: 3 clusters Score -1.955971e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 150873 members 
Entering Unmasked Estep 
Score: -19559702.000000 Penalty: 5919.781738
	Iteration 47Q: 3 clusters Score -1.95597e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 150910 members 
Entering Unmasked Estep 
Score: -19559730.000000 Penalty: 5919.781738
	Iteration 48Q: 3 clusters Score -1.955973e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 150953 members 
Entering Unmasked Estep 
Score: -19559744.000000 Penalty: 5919.781738
	Iteration 49Q: 3 clusters Score -1.955974e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 150990 members 
Entering Unmasked Estep 
Score: -19559728.000000 Penalty: 5919.781738
	Iteration 50Q: 3 clusters Score -1.955973e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 151013 members 
Entering Unmasked Estep 
Score: -19559732.000000 Penalty: 5919.781738
	Iteration 51Q: 3 clusters Score -1.955973e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 151029 members 
Entering Unmasked Estep 
Score: -19559730.000000 Penalty: 5919.781738
	Iteration 52Q: 3 clusters Score -1.955973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 151048 members 
Entering Unmasked Estep 
Score: -19559750.000000 Penalty: 5919.781738
	Iteration 53Q: 3 clusters Score -1.955975e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 151068 members 
Entering Unmasked Estep 
Score: -19559780.000000 Penalty: 5919.781738
	Iteration 54Q: 3 clusters Score -1.955978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 151084 members 
Entering Unmasked Estep 
Score: -19559780.000000 Penalty: 5919.781738
	Iteration 55Q: 3 clusters Score -1.955978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 151098 members 
Entering Unmasked Estep 
Score: -19559794.000000 Penalty: 5919.781738
	Iteration 56Q: 3 clusters Score -1.955979e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 151113 members 
Entering Unmasked Estep 
Score: -19559770.000000 Penalty: 5919.781738
	Iteration 57Q: 3 clusters Score -1.955977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 151127 members 
Entering Unmasked Estep 
Score: -19559752.000000 Penalty: 5919.781738
	Iteration 58Q: 3 clusters Score -1.955975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 151136 members 
Entering Unmasked Estep 
Score: -19559764.000000 Penalty: 5919.781738
	Iteration 59Q: 3 clusters Score -1.955976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 151142 members 
Entering Unmasked Estep 
Score: -19559776.000000 Penalty: 5919.781738
	Iteration 60F: 3 clusters Score -1.955978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 151148 members 
Entering Unmasked Estep 
Score: -19559778.000000 Penalty: 5919.781738
	Iteration 61Q: 3 clusters Score -1.955978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 151157 members 
Entering Unmasked Estep 
Score: -19559764.000000 Penalty: 5919.781738
	Iteration 62Q: 3 clusters Score -1.955976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 151159 members 
Entering Unmasked Estep 
Score: -19559764.000000 Penalty: 5919.781738
	Iteration 63Q: 3 clusters Score -1.955976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 151166 members 
Entering Unmasked Estep 
Score: -19559782.000000 Penalty: 5919.781738
	Iteration 64Q: 3 clusters Score -1.955978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 151170 members 
Entering Unmasked Estep 
Score: -19559794.000000 Penalty: 5919.781738
	Iteration 65Q: 3 clusters Score -1.955979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 151177 members 
Entering Unmasked Estep 
Score: -19559790.000000 Penalty: 5919.781738
	Iteration 66Q: 3 clusters Score -1.955979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 151181 members 
Entering Unmasked Estep 
Score: -19559786.000000 Penalty: 5919.781738
	Iteration 67Q: 3 clusters Score -1.955979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 151185 members 
Entering Unmasked Estep 
Score: -19559786.000000 Penalty: 5919.781738
	Iteration 68Q: 3 clusters Score -1.955979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 151189 members 
Entering Unmasked Estep 
Score: -19559768.000000 Penalty: 5919.781738
	Iteration 69Q: 3 clusters Score -1.955977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 151191 members 
Entering Unmasked Estep 
Score: -19559776.000000 Penalty: 5919.781738
	Iteration 70Q: 3 clusters Score -1.955978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 151194 members 
Entering Unmasked Estep 
Score: -19559776.000000 Penalty: 5919.781738
	Iteration 71Q: 3 clusters Score -1.955978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 151197 members 
Entering Unmasked Estep 
Score: -19559776.000000 Penalty: 5919.781738
	Iteration 72Q: 3 clusters Score -1.955978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 151202 members 
Entering Unmasked Estep 
Score: -19559770.000000 Penalty: 5919.781738
	Iteration 73Q: 3 clusters Score -1.955977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 151206 members 
Entering Unmasked Estep 
Score: -19559766.000000 Penalty: 5919.781738
	Iteration 74Q: 3 clusters Score -1.955977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 151209 members 
Entering Unmasked Estep 
Score: -19559762.000000 Penalty: 5919.781738
	Iteration 75Q: 3 clusters Score -1.955976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 151210 members 
Entering Unmasked Estep 
Score: -19559768.000000 Penalty: 5919.781738
	Iteration 76Q: 3 clusters Score -1.955977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 151212 members 
Entering Unmasked Estep 
Score: -19559760.000000 Penalty: 5919.781738
	Iteration 77Q: 3 clusters Score -1.955976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 151214 members 
Entering Unmasked Estep 
Score: -19559772.000000 Penalty: 5919.781738
	Iteration 78Q: 3 clusters Score -1.955977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 151214 members 
Entering Unmasked Estep 
Score: -19559772.000000 Penalty: 5919.781738
	Iteration 79F: 3 clusters Score -1.955977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (81945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81945 members 
Entering Unmasked Estep 
Score: -10169141.000000 Penalty: 2805.823242
	Iteration 0F: 2 clusters Score -1.016914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -10114365.000000 Penalty: 5611.646484
	Iteration 0F: 3 clusters Score -1.011436e+07 nChanged 38381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -10135741.000000 Penalty: 5611.646484
	Iteration 1F: 3 clusters Score -1.013574e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -10136476.000000 Penalty: 5611.646484
	Iteration 2Q: 3 clusters Score -1.013648e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -10137008.000000 Penalty: 5611.646484
	Iteration 3Q: 3 clusters Score -1.013701e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -10137488.000000 Penalty: 5611.646484
	Iteration 4Q: 3 clusters Score -1.013749e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -10138014.000000 Penalty: 5611.646484
	Iteration 5Q: 3 clusters Score -1.013801e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -10138515.000000 Penalty: 5611.646484
	Iteration 6Q: 3 clusters Score -1.013852e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -10139159.000000 Penalty: 5611.646484
	Iteration 7Q: 3 clusters Score -1.013916e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -10140054.000000 Penalty: 5611.646484
	Iteration 8Q: 3 clusters Score -1.014005e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -10141115.000000 Penalty: 5611.646484
	Iteration 9Q: 3 clusters Score -1.014112e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -10142420.000000 Penalty: 5611.646484
	Iteration 10Q: 3 clusters Score -1.014242e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -10144380.000000 Penalty: 5611.646484
	Iteration 11Q: 3 clusters Score -1.014438e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -10146743.000000 Penalty: 5611.646484
	Iteration 12F: 3 clusters Score -1.014674e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -10149288.000000 Penalty: 5611.646484
	Iteration 13F: 3 clusters Score -1.014929e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -10151414.000000 Penalty: 5611.646484
	Iteration 14F: 3 clusters Score -1.015141e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -10153034.000000 Penalty: 5611.646484
	Iteration 15Q: 3 clusters Score -1.015303e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -10153971.000000 Penalty: 5611.646484
	Iteration 16Q: 3 clusters Score -1.015397e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -10154628.000000 Penalty: 5611.646484
	Iteration 17Q: 3 clusters Score -1.015463e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -10155154.000000 Penalty: 5611.646484
	Iteration 18Q: 3 clusters Score -1.015515e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66997 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -10155698.000000 Penalty: 5611.646484
	Iteration 19Q: 3 clusters Score -1.01557e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -10156303.000000 Penalty: 5611.646484
	Iteration 20F: 3 clusters Score -1.01563e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70411 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -10157061.000000 Penalty: 5611.646484
	Iteration 21Q: 3 clusters Score -1.015706e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72361 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -10158194.000000 Penalty: 5611.646484
	Iteration 22Q: 3 clusters Score -1.015819e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -10159717.000000 Penalty: 5611.646484
	Iteration 23Q: 3 clusters Score -1.015972e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76759 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -10161705.000000 Penalty: 5611.646484
	Iteration 24Q: 3 clusters Score -1.01617e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78817 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -10163669.000000 Penalty: 5611.646484
	Iteration 25Q: 3 clusters Score -1.016367e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -10165216.000000 Penalty: 5611.646484
	Iteration 26Q: 3 clusters Score -1.016522e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -10166008.000000 Penalty: 5611.646484
	Iteration 27Q: 3 clusters Score -1.016601e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10166372.000000 Penalty: 5611.646484
	Iteration 28Q: 3 clusters Score -1.016637e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81542 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10166515.000000 Penalty: 5611.646484
	Iteration 29Q: 3 clusters Score -1.016652e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10166598.000000 Penalty: 5611.646484
	Iteration 30Q: 3 clusters Score -1.01666e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10166659.000000 Penalty: 5611.646484
	Iteration 31Q: 3 clusters Score -1.016666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10166682.000000 Penalty: 5611.646484
	Iteration 32Q: 3 clusters Score -1.016668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10166707.000000 Penalty: 5611.646484
	Iteration 33Q: 3 clusters Score -1.016671e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81633 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10166733.000000 Penalty: 5611.646484
	Iteration 34Q: 3 clusters Score -1.016673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10166743.000000 Penalty: 5611.646484
	Iteration 35Q: 3 clusters Score -1.016674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10166751.000000 Penalty: 5611.646484
	Iteration 36Q: 3 clusters Score -1.016675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10166765.000000 Penalty: 5611.646484
	Iteration 37Q: 3 clusters Score -1.016676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10166776.000000 Penalty: 5611.646484
	Iteration 38Q: 3 clusters Score -1.016678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81627 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10166777.000000 Penalty: 5611.646484
	Iteration 39Q: 3 clusters Score -1.016678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81626 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10166782.000000 Penalty: 5611.646484
	Iteration 40F: 3 clusters Score -1.016678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10166790.000000 Penalty: 5611.646484
	Iteration 41Q: 3 clusters Score -1.016679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10166796.000000 Penalty: 5611.646484
	Iteration 42Q: 3 clusters Score -1.01668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10166804.000000 Penalty: 5611.646484
	Iteration 43Q: 3 clusters Score -1.01668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10166805.000000 Penalty: 5611.646484
	Iteration 44Q: 3 clusters Score -1.01668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10166811.000000 Penalty: 5611.646484
	Iteration 45Q: 3 clusters Score -1.016681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10166811.000000 Penalty: 5611.646484
	Iteration 46Q: 3 clusters Score -1.016681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10166810.000000 Penalty: 5611.646484
	Iteration 47Q: 3 clusters Score -1.016681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81627 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10166809.000000 Penalty: 5611.646484
	Iteration 48Q: 3 clusters Score -1.016681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81626 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10166820.000000 Penalty: 5611.646484
	Iteration 49Q: 3 clusters Score -1.016682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81627 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10166815.000000 Penalty: 5611.646484
	Iteration 50Q: 3 clusters Score -1.016682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10166818.000000 Penalty: 5611.646484
	Iteration 51Q: 3 clusters Score -1.016682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10166818.000000 Penalty: 5611.646484
	Iteration 52F: 3 clusters Score -1.016682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Entering Unmasked Estep 
Score: -1144063.125000 Penalty: 2270.580566
	Iteration 0F: 2 clusters Score -1144063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1136751.125000 Penalty: 4541.161133
	Iteration 0F: 3 clusters Score -1136751 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1139387.375000 Penalty: 4541.161133
	Iteration 1F: 3 clusters Score -1139387 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1140501.500000 Penalty: 4541.161133
	Iteration 2F: 3 clusters Score -1140502 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1141540.250000 Penalty: 4541.161133
	Iteration 3F: 3 clusters Score -1141540 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1142270.875000 Penalty: 4541.161133
	Iteration 4F: 3 clusters Score -1142271 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1142658.750000 Penalty: 4541.161133
	Iteration 5F: 3 clusters Score -1142659 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1142879.750000 Penalty: 4541.161133
	Iteration 6Q: 3 clusters Score -1142880 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1142998.875000 Penalty: 4541.161133
	Iteration 7Q: 3 clusters Score -1142999 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1143067.000000 Penalty: 4541.161133
	Iteration 8Q: 3 clusters Score -1143067 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1143105.750000 Penalty: 4541.161133
	Iteration 9Q: 3 clusters Score -1143106 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1143132.750000 Penalty: 4541.161133
	Iteration 10Q: 3 clusters Score -1143133 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1143157.500000 Penalty: 4541.161133
	Iteration 11Q: 3 clusters Score -1143158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1143175.125000 Penalty: 4541.161133
	Iteration 12Q: 3 clusters Score -1143175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1143190.375000 Penalty: 4541.161133
	Iteration 13Q: 3 clusters Score -1143190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1143202.875000 Penalty: 4541.161133
	Iteration 14Q: 3 clusters Score -1143203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1143214.375000 Penalty: 4541.161133
	Iteration 15Q: 3 clusters Score -1143214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1143224.500000 Penalty: 4541.161133
	Iteration 16Q: 3 clusters Score -1143224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1143231.625000 Penalty: 4541.161133
	Iteration 17Q: 3 clusters Score -1143232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1143244.375000 Penalty: 4541.161133
	Iteration 18Q: 3 clusters Score -1143244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1143250.625000 Penalty: 4541.161133
	Iteration 19Q: 3 clusters Score -1143251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1143258.625000 Penalty: 4541.161133
	Iteration 20F: 3 clusters Score -1143259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1143269.750000 Penalty: 4541.161133
	Iteration 21Q: 3 clusters Score -1143270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1143283.000000 Penalty: 4541.161133
	Iteration 22Q: 3 clusters Score -1143283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1143292.000000 Penalty: 4541.161133
	Iteration 23Q: 3 clusters Score -1143292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1143295.875000 Penalty: 4541.161133
	Iteration 24Q: 3 clusters Score -1143296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1143302.000000 Penalty: 4541.161133
	Iteration 25Q: 3 clusters Score -1143302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1143303.125000 Penalty: 4541.161133
	Iteration 26Q: 3 clusters Score -1143303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1143302.250000 Penalty: 4541.161133
	Iteration 27Q: 3 clusters Score -1143302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1143303.375000 Penalty: 4541.161133
	Iteration 28Q: 3 clusters Score -1143303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1143306.750000 Penalty: 4541.161133
	Iteration 29Q: 3 clusters Score -1143307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1143307.625000 Penalty: 4541.161133
	Iteration 30Q: 3 clusters Score -1143308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1143309.625000 Penalty: 4541.161133
	Iteration 31Q: 3 clusters Score -1143310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1143311.125000 Penalty: 4541.161133
	Iteration 32Q: 3 clusters Score -1143311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1143314.750000 Penalty: 4541.161133
	Iteration 33Q: 3 clusters Score -1143315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1143316.500000 Penalty: 4541.161133
	Iteration 34Q: 3 clusters Score -1143316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1143318.250000 Penalty: 4541.161133
	Iteration 35Q: 3 clusters Score -1143318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1143321.625000 Penalty: 4541.161133
	Iteration 36Q: 3 clusters Score -1143322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1143322.875000 Penalty: 4541.161133
	Iteration 37Q: 3 clusters Score -1143323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1143326.375000 Penalty: 4541.161133
	Iteration 38Q: 3 clusters Score -1143326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1143325.125000 Penalty: 4541.161133
	Iteration 39Q: 3 clusters Score -1143325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1143329.125000 Penalty: 4541.161133
	Iteration 40F: 3 clusters Score -1143329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1143331.000000 Penalty: 4541.161133
	Iteration 41Q: 3 clusters Score -1143331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1143331.000000 Penalty: 4541.161133
	Iteration 42Q: 3 clusters Score -1143331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1143334.375000 Penalty: 4541.161133
	Iteration 43Q: 3 clusters Score -1143334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1143332.750000 Penalty: 4541.161133
	Iteration 44Q: 3 clusters Score -1143333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1143333.000000 Penalty: 4541.161133
	Iteration 45Q: 3 clusters Score -1143333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1143333.875000 Penalty: 4541.161133
	Iteration 46Q: 3 clusters Score -1143334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1143335.000000 Penalty: 4541.161133
	Iteration 47Q: 3 clusters Score -1143335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1143335.000000 Penalty: 4541.161133
	Iteration 48Q: 3 clusters Score -1143335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1143336.125000 Penalty: 4541.161133
	Iteration 49Q: 3 clusters Score -1143336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1143335.375000 Penalty: 4541.161133
	Iteration 50Q: 3 clusters Score -1143335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1143335.125000 Penalty: 4541.161133
	Iteration 51Q: 3 clusters Score -1143335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1143335.125000 Penalty: 4541.161133
	Iteration 52F: 3 clusters Score -1143335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (151019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151019 members 
Entering Unmasked Estep 
Score: -19452694.000000 Penalty: 2957.439941
	Iteration 0F: 2 clusters Score -1.945269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75555 members 
Mstep: Class 2 contains 75464 members 
Entering Unmasked Estep 
Score: -19356996.000000 Penalty: 5914.879883
	Iteration 0F: 3 clusters Score -1.9357e+07 nChanged 72125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -19398636.000000 Penalty: 5914.879883
	Iteration 1F: 3 clusters Score -1.939864e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -19399678.000000 Penalty: 5914.879883
	Iteration 2Q: 3 clusters Score -1.939968e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 73562 members 
Entering Unmasked Estep 
Score: -19400838.000000 Penalty: 5914.879883
	Iteration 3Q: 3 clusters Score -1.940084e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78122 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
Score: -19402172.000000 Penalty: 5914.879883
	Iteration 4Q: 3 clusters Score -1.940217e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 71875 members 
Entering Unmasked Estep 
Score: -19403852.000000 Penalty: 5914.879883
	Iteration 5Q: 3 clusters Score -1.940385e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 70299 members 
Entering Unmasked Estep 
Score: -19406018.000000 Penalty: 5914.879883
	Iteration 6Q: 3 clusters Score -1.940602e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82806 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -19408552.000000 Penalty: 5914.879883
	Iteration 7Q: 3 clusters Score -1.940855e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85377 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -19411750.000000 Penalty: 5914.879883
	Iteration 8Q: 3 clusters Score -1.941175e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -19415560.000000 Penalty: 5914.879883
	Iteration 9F: 3 clusters Score -1.941556e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90400 members 
Mstep: Class 2 contains 60619 members 
Entering Unmasked Estep 
Score: -19420674.000000 Penalty: 5914.879883
	Iteration 10F: 3 clusters Score -1.942067e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92052 members 
Mstep: Class 2 contains 58967 members 
Entering Unmasked Estep 
Score: -19425978.000000 Penalty: 5914.879883
	Iteration 11F: 3 clusters Score -1.942598e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
Score: -19430224.000000 Penalty: 5914.879883
	Iteration 12Q: 3 clusters Score -1.943022e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93207 members 
Mstep: Class 2 contains 57812 members 
Entering Unmasked Estep 
Score: -19432662.000000 Penalty: 5914.879883
	Iteration 13Q: 3 clusters Score -1.943266e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93418 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -19433892.000000 Penalty: 5914.879883
	Iteration 14Q: 3 clusters Score -1.943389e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93669 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -19434456.000000 Penalty: 5914.879883
	Iteration 15Q: 3 clusters Score -1.943446e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -19435002.000000 Penalty: 5914.879883
	Iteration 16Q: 3 clusters Score -1.9435e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94044 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -19435408.000000 Penalty: 5914.879883
	Iteration 17Q: 3 clusters Score -1.943541e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94161 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -19435688.000000 Penalty: 5914.879883
	Iteration 18Q: 3 clusters Score -1.943569e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -19436008.000000 Penalty: 5914.879883
	Iteration 19Q: 3 clusters Score -1.943601e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94251 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -19436236.000000 Penalty: 5914.879883
	Iteration 20F: 3 clusters Score -1.943624e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94310 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -19436536.000000 Penalty: 5914.879883
	Iteration 21Q: 3 clusters Score -1.943654e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94387 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -19436714.000000 Penalty: 5914.879883
	Iteration 22Q: 3 clusters Score -1.943671e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94430 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -19436766.000000 Penalty: 5914.879883
	Iteration 23Q: 3 clusters Score -1.943677e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94486 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -19436936.000000 Penalty: 5914.879883
	Iteration 24Q: 3 clusters Score -1.943694e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94519 members 
Mstep: Class 2 contains 56500 members 
Entering Unmasked Estep 
Score: -19437082.000000 Penalty: 5914.879883
	Iteration 25Q: 3 clusters Score -1.943708e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94547 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -19437244.000000 Penalty: 5914.879883
	Iteration 26Q: 3 clusters Score -1.943724e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94563 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -19437360.000000 Penalty: 5914.879883
	Iteration 27Q: 3 clusters Score -1.943736e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94576 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -19437414.000000 Penalty: 5914.879883
	Iteration 28Q: 3 clusters Score -1.943741e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94590 members 
Mstep: Class 2 contains 56429 members 
Entering Unmasked Estep 
Score: -19437568.000000 Penalty: 5914.879883
	Iteration 29Q: 3 clusters Score -1.943757e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94599 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -19437570.000000 Penalty: 5914.879883
	Iteration 30Q: 3 clusters Score -1.943757e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94592 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -19437616.000000 Penalty: 5914.879883
	Iteration 31Q: 3 clusters Score -1.943762e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94578 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -19437726.000000 Penalty: 5914.879883
	Iteration 32Q: 3 clusters Score -1.943773e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94568 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -19437788.000000 Penalty: 5914.879883
	Iteration 33Q: 3 clusters Score -1.943779e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 56447 members 
Entering Unmasked Estep 
Score: -19437808.000000 Penalty: 5914.879883
	Iteration 34Q: 3 clusters Score -1.943781e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94593 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -19437758.000000 Penalty: 5914.879883
	Iteration 35Q: 3 clusters Score -1.943776e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94598 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -19437766.000000 Penalty: 5914.879883
	Iteration 36Q: 3 clusters Score -1.943777e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94604 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -19437814.000000 Penalty: 5914.879883
	Iteration 37Q: 3 clusters Score -1.943781e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94593 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -19437910.000000 Penalty: 5914.879883
	Iteration 38Q: 3 clusters Score -1.943791e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94602 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -19437898.000000 Penalty: 5914.879883
	Iteration 39Q: 3 clusters Score -1.94379e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94634 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -19437904.000000 Penalty: 5914.879883
	Iteration 40F: 3 clusters Score -1.94379e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94662 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -19437926.000000 Penalty: 5914.879883
	Iteration 41Q: 3 clusters Score -1.943793e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94672 members 
Mstep: Class 2 contains 56347 members 
Entering Unmasked Estep 
Score: -19437920.000000 Penalty: 5914.879883
	Iteration 42Q: 3 clusters Score -1.943792e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94688 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -19437966.000000 Penalty: 5914.879883
	Iteration 43Q: 3 clusters Score -1.943797e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94710 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -19437998.000000 Penalty: 5914.879883
	Iteration 44Q: 3 clusters Score -1.9438e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -19438000.000000 Penalty: 5914.879883
	Iteration 45Q: 3 clusters Score -1.9438e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94800 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -19438046.000000 Penalty: 5914.879883
	Iteration 46Q: 3 clusters Score -1.943805e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -19438058.000000 Penalty: 5914.879883
	Iteration 47Q: 3 clusters Score -1.943806e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94917 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -19438076.000000 Penalty: 5914.879883
	Iteration 48Q: 3 clusters Score -1.943808e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94962 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -19438068.000000 Penalty: 5914.879883
	Iteration 49Q: 3 clusters Score -1.943807e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95010 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
Score: -19438072.000000 Penalty: 5914.879883
	Iteration 50Q: 3 clusters Score -1.943807e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -19438090.000000 Penalty: 5914.879883
	Iteration 51Q: 3 clusters Score -1.943809e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95097 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -19438074.000000 Penalty: 5914.879883
	Iteration 52Q: 3 clusters Score -1.943807e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95138 members 
Mstep: Class 2 contains 55881 members 
Entering Unmasked Estep 
Score: -19438056.000000 Penalty: 5914.879883
	Iteration 53Q: 3 clusters Score -1.943806e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95185 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -19438054.000000 Penalty: 5914.879883
	Iteration 54Q: 3 clusters Score -1.943805e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95229 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -19438072.000000 Penalty: 5914.879883
	Iteration 55Q: 3 clusters Score -1.943807e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95280 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -19438072.000000 Penalty: 5914.879883
	Iteration 56Q: 3 clusters Score -1.943807e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95328 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -19438096.000000 Penalty: 5914.879883
	Iteration 57Q: 3 clusters Score -1.94381e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95374 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -19438110.000000 Penalty: 5914.879883
	Iteration 58Q: 3 clusters Score -1.943811e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95417 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
Score: -19438130.000000 Penalty: 5914.879883
	Iteration 59Q: 3 clusters Score -1.943813e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -19438118.000000 Penalty: 5914.879883
	Iteration 60F: 3 clusters Score -1.943812e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95487 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -19438140.000000 Penalty: 5914.879883
	Iteration 61Q: 3 clusters Score -1.943814e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95505 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -19438146.000000 Penalty: 5914.879883
	Iteration 62Q: 3 clusters Score -1.943815e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95524 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -19438152.000000 Penalty: 5914.879883
	Iteration 63Q: 3 clusters Score -1.943815e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95561 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -19438188.000000 Penalty: 5914.879883
	Iteration 64Q: 3 clusters Score -1.943819e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -19438172.000000 Penalty: 5914.879883
	Iteration 65Q: 3 clusters Score -1.943817e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95640 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -19438140.000000 Penalty: 5914.879883
	Iteration 66Q: 3 clusters Score -1.943814e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95686 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -19438122.000000 Penalty: 5914.879883
	Iteration 67Q: 3 clusters Score -1.943812e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95736 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -19438124.000000 Penalty: 5914.879883
	Iteration 68Q: 3 clusters Score -1.943812e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95777 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -19438108.000000 Penalty: 5914.879883
	Iteration 69Q: 3 clusters Score -1.943811e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95805 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -19438102.000000 Penalty: 5914.879883
	Iteration 70Q: 3 clusters Score -1.94381e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95841 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -19438098.000000 Penalty: 5914.879883
	Iteration 71Q: 3 clusters Score -1.94381e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95876 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -19438084.000000 Penalty: 5914.879883
	Iteration 72Q: 3 clusters Score -1.943808e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95922 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -19438076.000000 Penalty: 5914.879883
	Iteration 73Q: 3 clusters Score -1.943808e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95982 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -19438066.000000 Penalty: 5914.879883
	Iteration 74Q: 3 clusters Score -1.943807e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96026 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -19438082.000000 Penalty: 5914.879883
	Iteration 75Q: 3 clusters Score -1.943808e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96082 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -19438100.000000 Penalty: 5914.879883
	Iteration 76Q: 3 clusters Score -1.94381e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96142 members 
Mstep: Class 2 contains 54877 members 
Entering Unmasked Estep 
Score: -19438116.000000 Penalty: 5914.879883
	Iteration 77Q: 3 clusters Score -1.943812e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96203 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -19438120.000000 Penalty: 5914.879883
	Iteration 78Q: 3 clusters Score -1.943812e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -19438110.000000 Penalty: 5914.879883
	Iteration 79Q: 3 clusters Score -1.943811e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -19438138.000000 Penalty: 5914.879883
	Iteration 80F: 3 clusters Score -1.943814e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96370 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -19438138.000000 Penalty: 5914.879883
	Iteration 81Q: 3 clusters Score -1.943814e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96417 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -19438168.000000 Penalty: 5914.879883
	Iteration 82Q: 3 clusters Score -1.943817e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96474 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -19438186.000000 Penalty: 5914.879883
	Iteration 83Q: 3 clusters Score -1.943819e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96513 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -19438214.000000 Penalty: 5914.879883
	Iteration 84Q: 3 clusters Score -1.943821e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96560 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -19438212.000000 Penalty: 5914.879883
	Iteration 85Q: 3 clusters Score -1.943821e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96614 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -19438208.000000 Penalty: 5914.879883
	Iteration 86Q: 3 clusters Score -1.943821e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96670 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -19438218.000000 Penalty: 5914.879883
	Iteration 87Q: 3 clusters Score -1.943822e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -19438204.000000 Penalty: 5914.879883
	Iteration 88Q: 3 clusters Score -1.94382e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -19438196.000000 Penalty: 5914.879883
	Iteration 89Q: 3 clusters Score -1.94382e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96852 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -19438200.000000 Penalty: 5914.879883
	Iteration 90Q: 3 clusters Score -1.94382e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96900 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -19438210.000000 Penalty: 5914.879883
	Iteration 91Q: 3 clusters Score -1.943821e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96961 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -19438214.000000 Penalty: 5914.879883
	Iteration 92Q: 3 clusters Score -1.943821e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97022 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -19438228.000000 Penalty: 5914.879883
	Iteration 93Q: 3 clusters Score -1.943823e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97084 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -19438206.000000 Penalty: 5914.879883
	Iteration 94Q: 3 clusters Score -1.943821e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -19438180.000000 Penalty: 5914.879883
	Iteration 95Q: 3 clusters Score -1.943818e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97206 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -19438196.000000 Penalty: 5914.879883
	Iteration 96Q: 3 clusters Score -1.94382e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97270 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -19438218.000000 Penalty: 5914.879883
	Iteration 97Q: 3 clusters Score -1.943822e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97338 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -19438198.000000 Penalty: 5914.879883
	Iteration 98Q: 3 clusters Score -1.94382e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97424 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -19438198.000000 Penalty: 5914.879883
	Iteration 99Q: 3 clusters Score -1.94382e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97522 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -19438242.000000 Penalty: 5914.879883
	Iteration 100F: 3 clusters Score -1.943824e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97626 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -19438220.000000 Penalty: 5914.879883
	Iteration 101Q: 3 clusters Score -1.943822e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97723 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -19438230.000000 Penalty: 5914.879883
	Iteration 102Q: 3 clusters Score -1.943823e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97814 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -19438206.000000 Penalty: 5914.879883
	Iteration 103Q: 3 clusters Score -1.943821e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97902 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -19438234.000000 Penalty: 5914.879883
	Iteration 104Q: 3 clusters Score -1.943823e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98012 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -19438228.000000 Penalty: 5914.879883
	Iteration 105Q: 3 clusters Score -1.943823e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98129 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -19438252.000000 Penalty: 5914.879883
	Iteration 106Q: 3 clusters Score -1.943825e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98260 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -19438258.000000 Penalty: 5914.879883
	Iteration 107Q: 3 clusters Score -1.943826e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98396 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -19438278.000000 Penalty: 5914.879883
	Iteration 108Q: 3 clusters Score -1.943828e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98560 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -19438262.000000 Penalty: 5914.879883
	Iteration 109Q: 3 clusters Score -1.943826e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98729 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -19438266.000000 Penalty: 5914.879883
	Iteration 110Q: 3 clusters Score -1.943827e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98901 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -19438280.000000 Penalty: 5914.879883
	Iteration 111Q: 3 clusters Score -1.943828e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99059 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -19438262.000000 Penalty: 5914.879883
	Iteration 112Q: 3 clusters Score -1.943826e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99214 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -19438236.000000 Penalty: 5914.879883
	Iteration 113Q: 3 clusters Score -1.943824e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99377 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -19438326.000000 Penalty: 5914.879883
	Iteration 114Q: 3 clusters Score -1.943833e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99558 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -19438352.000000 Penalty: 5914.879883
	Iteration 115Q: 3 clusters Score -1.943835e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99743 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -19438358.000000 Penalty: 5914.879883
	Iteration 116Q: 3 clusters Score -1.943836e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99925 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -19438346.000000 Penalty: 5914.879883
	Iteration 117Q: 3 clusters Score -1.943835e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100139 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -19438374.000000 Penalty: 5914.879883
	Iteration 118Q: 3 clusters Score -1.943837e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100350 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -19438374.000000 Penalty: 5914.879883
	Iteration 119Q: 3 clusters Score -1.943837e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100559 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -19438380.000000 Penalty: 5914.879883
	Iteration 120F: 3 clusters Score -1.943838e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100769 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -19438406.000000 Penalty: 5914.879883
	Iteration 121Q: 3 clusters Score -1.943841e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -19438362.000000 Penalty: 5914.879883
	Iteration 122Q: 3 clusters Score -1.943836e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101157 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -19438352.000000 Penalty: 5914.879883
	Iteration 123Q: 3 clusters Score -1.943835e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101359 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -19438380.000000 Penalty: 5914.879883
	Iteration 124Q: 3 clusters Score -1.943838e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101563 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -19438414.000000 Penalty: 5914.879883
	Iteration 125Q: 3 clusters Score -1.943841e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101793 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -19438444.000000 Penalty: 5914.879883
	Iteration 126Q: 3 clusters Score -1.943844e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102045 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -19438460.000000 Penalty: 5914.879883
	Iteration 127Q: 3 clusters Score -1.943846e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102304 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -19438478.000000 Penalty: 5914.879883
	Iteration 128Q: 3 clusters Score -1.943848e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102556 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -19438490.000000 Penalty: 5914.879883
	Iteration 129Q: 3 clusters Score -1.943849e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102840 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -19438436.000000 Penalty: 5914.879883
	Iteration 130Q: 3 clusters Score -1.943844e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103152 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -19438470.000000 Penalty: 5914.879883
	Iteration 131Q: 3 clusters Score -1.943847e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103480 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -19438566.000000 Penalty: 5914.879883
	Iteration 132Q: 3 clusters Score -1.943857e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103794 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -19438576.000000 Penalty: 5914.879883
	Iteration 133Q: 3 clusters Score -1.943858e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104136 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -19438672.000000 Penalty: 5914.879883
	Iteration 134Q: 3 clusters Score -1.943867e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104469 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -19438644.000000 Penalty: 5914.879883
	Iteration 135Q: 3 clusters Score -1.943864e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104810 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -19438650.000000 Penalty: 5914.879883
	Iteration 136Q: 3 clusters Score -1.943865e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105168 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -19438736.000000 Penalty: 5914.879883
	Iteration 137Q: 3 clusters Score -1.943874e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105528 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -19438704.000000 Penalty: 5914.879883
	Iteration 138Q: 3 clusters Score -1.94387e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105901 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -19438720.000000 Penalty: 5914.879883
	Iteration 139Q: 3 clusters Score -1.943872e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106261 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -19438744.000000 Penalty: 5914.879883
	Iteration 140F: 3 clusters Score -1.943874e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106652 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -19438760.000000 Penalty: 5914.879883
	Iteration 141Q: 3 clusters Score -1.943876e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107053 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -19438788.000000 Penalty: 5914.879883
	Iteration 142Q: 3 clusters Score -1.943879e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107474 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -19438804.000000 Penalty: 5914.879883
	Iteration 143Q: 3 clusters Score -1.94388e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107901 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -19438898.000000 Penalty: 5914.879883
	Iteration 144Q: 3 clusters Score -1.94389e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108375 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -19438892.000000 Penalty: 5914.879883
	Iteration 145Q: 3 clusters Score -1.943889e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108868 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -19438892.000000 Penalty: 5914.879883
	Iteration 146Q: 3 clusters Score -1.943889e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109417 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -19439006.000000 Penalty: 5914.879883
	Iteration 147Q: 3 clusters Score -1.943901e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109985 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -19439070.000000 Penalty: 5914.879883
	Iteration 148Q: 3 clusters Score -1.943907e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110536 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -19439082.000000 Penalty: 5914.879883
	Iteration 149Q: 3 clusters Score -1.943908e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111098 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -19439138.000000 Penalty: 5914.879883
	Iteration 150Q: 3 clusters Score -1.943914e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111665 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -19439208.000000 Penalty: 5914.879883
	Iteration 151Q: 3 clusters Score -1.943921e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112246 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -19439244.000000 Penalty: 5914.879883
	Iteration 152Q: 3 clusters Score -1.943924e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112860 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -19439294.000000 Penalty: 5914.879883
	Iteration 153Q: 3 clusters Score -1.943929e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113465 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -19439362.000000 Penalty: 5914.879883
	Iteration 154Q: 3 clusters Score -1.943936e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114088 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -19439400.000000 Penalty: 5914.879883
	Iteration 155Q: 3 clusters Score -1.94394e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114732 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -19439482.000000 Penalty: 5914.879883
	Iteration 156Q: 3 clusters Score -1.943948e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115417 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -19439514.000000 Penalty: 5914.879883
	Iteration 157Q: 3 clusters Score -1.943951e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116055 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -19439616.000000 Penalty: 5914.879883
	Iteration 158Q: 3 clusters Score -1.943962e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116695 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -19439590.000000 Penalty: 5914.879883
	Iteration 159Q: 3 clusters Score -1.943959e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117357 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -19439700.000000 Penalty: 5914.879883
	Iteration 160F: 3 clusters Score -1.94397e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118030 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -19439788.000000 Penalty: 5914.879883
	Iteration 161Q: 3 clusters Score -1.943979e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118718 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -19439882.000000 Penalty: 5914.879883
	Iteration 162Q: 3 clusters Score -1.943988e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119452 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -19439984.000000 Penalty: 5914.879883
	Iteration 163Q: 3 clusters Score -1.943998e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120184 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -19440060.000000 Penalty: 5914.879883
	Iteration 164Q: 3 clusters Score -1.944006e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120999 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -19440150.000000 Penalty: 5914.879883
	Iteration 165Q: 3 clusters Score -1.944015e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121850 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -19440314.000000 Penalty: 5914.879883
	Iteration 166Q: 3 clusters Score -1.944031e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122720 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -19440552.000000 Penalty: 5914.879883
	Iteration 167Q: 3 clusters Score -1.944055e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123623 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -19440718.000000 Penalty: 5914.879883
	Iteration 168Q: 3 clusters Score -1.944072e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124616 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -19440852.000000 Penalty: 5914.879883
	Iteration 169Q: 3 clusters Score -1.944085e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125623 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -19441020.000000 Penalty: 5914.879883
	Iteration 170Q: 3 clusters Score -1.944102e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126737 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -19441236.000000 Penalty: 5914.879883
	Iteration 171Q: 3 clusters Score -1.944124e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127941 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -19441452.000000 Penalty: 5914.879883
	Iteration 172Q: 3 clusters Score -1.944145e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129152 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -19441714.000000 Penalty: 5914.879883
	Iteration 173Q: 3 clusters Score -1.944171e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130463 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -19441976.000000 Penalty: 5914.879883
	Iteration 174Q: 3 clusters Score -1.944198e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131832 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -19442440.000000 Penalty: 5914.879883
	Iteration 175Q: 3 clusters Score -1.944244e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133255 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -19442838.000000 Penalty: 5914.879883
	Iteration 176Q: 3 clusters Score -1.944284e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134703 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -19443366.000000 Penalty: 5914.879883
	Iteration 177Q: 3 clusters Score -1.944337e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136159 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -19443928.000000 Penalty: 5914.879883
	Iteration 178Q: 3 clusters Score -1.944393e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137642 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -19444598.000000 Penalty: 5914.879883
	Iteration 179Q: 3 clusters Score -1.94446e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139091 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -19445268.000000 Penalty: 5914.879883
	Iteration 180F: 3 clusters Score -1.944527e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140534 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -19445902.000000 Penalty: 5914.879883
	Iteration 181Q: 3 clusters Score -1.94459e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141865 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -19446368.000000 Penalty: 5914.879883
	Iteration 182Q: 3 clusters Score -1.944637e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143086 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -19446734.000000 Penalty: 5914.879883
	Iteration 183Q: 3 clusters Score -1.944673e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144160 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -19447088.000000 Penalty: 5914.879883
	Iteration 184Q: 3 clusters Score -1.944709e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145121 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -19447554.000000 Penalty: 5914.879883
	Iteration 185Q: 3 clusters Score -1.944755e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145962 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -19447982.000000 Penalty: 5914.879883
	Iteration 186Q: 3 clusters Score -1.944798e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146717 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -19448432.000000 Penalty: 5914.879883
	Iteration 187Q: 3 clusters Score -1.944843e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147328 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -19448840.000000 Penalty: 5914.879883
	Iteration 188Q: 3 clusters Score -1.944884e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147825 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -19449066.000000 Penalty: 5914.879883
	Iteration 189Q: 3 clusters Score -1.944907e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148234 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -19449300.000000 Penalty: 5914.879883
	Iteration 190Q: 3 clusters Score -1.94493e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148540 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -19449384.000000 Penalty: 5914.879883
	Iteration 191Q: 3 clusters Score -1.944938e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148810 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -19449466.000000 Penalty: 5914.879883
	Iteration 192Q: 3 clusters Score -1.944947e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149016 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -19449594.000000 Penalty: 5914.879883
	Iteration 193Q: 3 clusters Score -1.944959e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149218 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -19449692.000000 Penalty: 5914.879883
	Iteration 194Q: 3 clusters Score -1.944969e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149374 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -19449796.000000 Penalty: 5914.879883
	Iteration 195Q: 3 clusters Score -1.94498e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149493 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -19449820.000000 Penalty: 5914.879883
	Iteration 196Q: 3 clusters Score -1.944982e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149583 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -19449870.000000 Penalty: 5914.879883
	Iteration 197Q: 3 clusters Score -1.944987e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149654 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -19449878.000000 Penalty: 5914.879883
	Iteration 198Q: 3 clusters Score -1.944988e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149702 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -19449916.000000 Penalty: 5914.879883
	Iteration 199Q: 3 clusters Score -1.944992e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149747 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -19449928.000000 Penalty: 5914.879883
	Iteration 200F: 3 clusters Score -1.944993e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149790 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -19449924.000000 Penalty: 5914.879883
	Iteration 201Q: 3 clusters Score -1.944992e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149820 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -19449970.000000 Penalty: 5914.879883
	Iteration 202Q: 3 clusters Score -1.944997e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149852 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -19449990.000000 Penalty: 5914.879883
	Iteration 203Q: 3 clusters Score -1.944999e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149875 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -19450010.000000 Penalty: 5914.879883
	Iteration 204Q: 3 clusters Score -1.945001e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149906 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -19450016.000000 Penalty: 5914.879883
	Iteration 205Q: 3 clusters Score -1.945002e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149931 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -19450044.000000 Penalty: 5914.879883
	Iteration 206Q: 3 clusters Score -1.945004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149946 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -19450066.000000 Penalty: 5914.879883
	Iteration 207Q: 3 clusters Score -1.945007e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149966 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -19450058.000000 Penalty: 5914.879883
	Iteration 208Q: 3 clusters Score -1.945006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149976 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -19450058.000000 Penalty: 5914.879883
	Iteration 209Q: 3 clusters Score -1.945006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149980 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -19450072.000000 Penalty: 5914.879883
	Iteration 210Q: 3 clusters Score -1.945007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149988 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -19450064.000000 Penalty: 5914.879883
	Iteration 211Q: 3 clusters Score -1.945006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149996 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -19450058.000000 Penalty: 5914.879883
	Iteration 212Q: 3 clusters Score -1.945006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150002 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -19450064.000000 Penalty: 5914.879883
	Iteration 213Q: 3 clusters Score -1.945006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150008 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -19450060.000000 Penalty: 5914.879883
	Iteration 214Q: 3 clusters Score -1.945006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150012 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -19450066.000000 Penalty: 5914.879883
	Iteration 215Q: 3 clusters Score -1.945007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150016 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -19450068.000000 Penalty: 5914.879883
	Iteration 216Q: 3 clusters Score -1.945007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150025 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -19450052.000000 Penalty: 5914.879883
	Iteration 217Q: 3 clusters Score -1.945005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150028 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -19450058.000000 Penalty: 5914.879883
	Iteration 218Q: 3 clusters Score -1.945006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150029 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -19450064.000000 Penalty: 5914.879883
	Iteration 219Q: 3 clusters Score -1.945006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150035 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -19450090.000000 Penalty: 5914.879883
	Iteration 220F: 3 clusters Score -1.945009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150041 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -19450082.000000 Penalty: 5914.879883
	Iteration 221Q: 3 clusters Score -1.945008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150047 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -19450082.000000 Penalty: 5914.879883
	Iteration 222Q: 3 clusters Score -1.945008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150051 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -19450102.000000 Penalty: 5914.879883
	Iteration 223Q: 3 clusters Score -1.94501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150052 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -19450098.000000 Penalty: 5914.879883
	Iteration 224Q: 3 clusters Score -1.94501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150053 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -19450096.000000 Penalty: 5914.879883
	Iteration 225Q: 3 clusters Score -1.94501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150055 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -19450088.000000 Penalty: 5914.879883
	Iteration 226Q: 3 clusters Score -1.945009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150055 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -19450090.000000 Penalty: 5914.879883
	Iteration 227Q: 3 clusters Score -1.945009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150057 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -19450100.000000 Penalty: 5914.879883
	Iteration 228Q: 3 clusters Score -1.94501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150060 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -19450094.000000 Penalty: 5914.879883
	Iteration 229Q: 3 clusters Score -1.945009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150062 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -19450114.000000 Penalty: 5914.879883
	Iteration 230Q: 3 clusters Score -1.945011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150065 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -19450096.000000 Penalty: 5914.879883
	Iteration 231Q: 3 clusters Score -1.94501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150072 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -19450120.000000 Penalty: 5914.879883
	Iteration 232Q: 3 clusters Score -1.945012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150077 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -19450120.000000 Penalty: 5914.879883
	Iteration 233Q: 3 clusters Score -1.945012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150079 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -19450106.000000 Penalty: 5914.879883
	Iteration 234Q: 3 clusters Score -1.945011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150080 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -19450122.000000 Penalty: 5914.879883
	Iteration 235Q: 3 clusters Score -1.945012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -19450098.000000 Penalty: 5914.879883
	Iteration 236Q: 3 clusters Score -1.94501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150085 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -19450124.000000 Penalty: 5914.879883
	Iteration 237Q: 3 clusters Score -1.945012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150086 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -19450124.000000 Penalty: 5914.879883
	Iteration 238Q: 3 clusters Score -1.945012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150086 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -19450124.000000 Penalty: 5914.879883
	Iteration 239F: 3 clusters Score -1.945012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -38932.289062 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -38932.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37601.621094 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -37601.62 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37983.257812 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -37983.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38191.812500 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -38191.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38337.781250 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -38337.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38490.476562 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -38490.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38624.695312 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -38624.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38721.859375 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -38721.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38828.910156 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -38828.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38898.113281 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -38898.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38969.507812 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -38969.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39064.855469 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -39064.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39117.878906 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -39117.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39158.839844 Penalty: 2992.410889
	Iteration 12Q: 3 clusters Score -39158.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39175.382812 Penalty: 2992.410889
	Iteration 13Q: 3 clusters Score -39175.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39181.398438 Penalty: 2992.410889
	Iteration 14Q: 3 clusters Score -39181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39194.894531 Penalty: 2992.410889
	Iteration 15Q: 3 clusters Score -39194.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39210.136719 Penalty: 2992.410889
	Iteration 16Q: 3 clusters Score -39210.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39225.906250 Penalty: 2992.410889
	Iteration 17Q: 3 clusters Score -39225.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39235.906250 Penalty: 2992.410889
	Iteration 18Q: 3 clusters Score -39235.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39251.035156 Penalty: 2992.410889
	Iteration 19Q: 3 clusters Score -39251.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39263.535156 Penalty: 2992.410889
	Iteration 20F: 3 clusters Score -39263.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39300.882812 Penalty: 2992.410889
	Iteration 21Q: 3 clusters Score -39300.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39392.058594 Penalty: 2992.410889
	Iteration 22Q: 3 clusters Score -39392.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39409.250000 Penalty: 2992.410889
	Iteration 23Q: 3 clusters Score -39409.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39409.250000 Penalty: 2992.410889
	Iteration 24F: 3 clusters Score -39409.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46228 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1042 members 
Mstep: Class 6 contains 170924 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160747 members 
Mstep: Class 10 contains 144522 members 
Mstep: Class 11 contains 11804 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152519 members 
Mstep: Class 15 contains 81945 members 
Mstep: Class 16 contains 9467 members 
Mstep: Class 17 contains 151019 members 
Mstep: Class 18 contains 222 members 
Mstep: Class 19 contains 41475 members 
Mstep: Class 20 contains 74717 members 
Mstep: Class 21 contains 195 members 
Mstep: Class 22 contains 164421 members 
Entering Unmasked Estep 
Score: -161341760.000000 Penalty: 76770.804688
Splitting cluster 18 changes total score from -161343296.000000 to -161341760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (41475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Entering Unmasked Estep 
Score: -5299629.500000 Penalty: 2636.945801
	Iteration 0F: 2 clusters Score -5299630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -5271614.500000 Penalty: 5273.891602
	Iteration 0F: 3 clusters Score -5271614 nChanged 18983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -5281980.000000 Penalty: 5273.891602
	Iteration 1F: 3 clusters Score -5281980 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -5282528.500000 Penalty: 5273.891602
	Iteration 2Q: 3 clusters Score -5282528 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -5283048.000000 Penalty: 5273.891602
	Iteration 3Q: 3 clusters Score -5283048 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -5283571.000000 Penalty: 5273.891602
	Iteration 4Q: 3 clusters Score -5283571 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -5284165.000000 Penalty: 5273.891602
	Iteration 5Q: 3 clusters Score -5284165 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -5284971.500000 Penalty: 5273.891602
	Iteration 6Q: 3 clusters Score -5284972 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -5286015.000000 Penalty: 5273.891602
	Iteration 7Q: 3 clusters Score -5286015 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -5287369.000000 Penalty: 5273.891602
	Iteration 8F: 3 clusters Score -5287369 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -5289063.000000 Penalty: 5273.891602
	Iteration 9F: 3 clusters Score -5289063 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -5290961.500000 Penalty: 5273.891602
	Iteration 10F: 3 clusters Score -5290962 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -5292575.500000 Penalty: 5273.891602
	Iteration 11Q: 3 clusters Score -5292576 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -5293562.500000 Penalty: 5273.891602
	Iteration 12Q: 3 clusters Score -5293562 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -5294021.000000 Penalty: 5273.891602
	Iteration 13Q: 3 clusters Score -5294021 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -5294341.000000 Penalty: 5273.891602
	Iteration 14Q: 3 clusters Score -5294341 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -5294589.000000 Penalty: 5273.891602
	Iteration 15Q: 3 clusters Score -5294589 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -5294793.000000 Penalty: 5273.891602
	Iteration 16Q: 3 clusters Score -5294793 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -5294929.500000 Penalty: 5273.891602
	Iteration 17Q: 3 clusters Score -5294930 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -5295024.000000 Penalty: 5273.891602
	Iteration 18Q: 3 clusters Score -5295024 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -5295111.500000 Penalty: 5273.891602
	Iteration 19Q: 3 clusters Score -5295112 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -5295207.000000 Penalty: 5273.891602
	Iteration 20F: 3 clusters Score -5295207 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -5295299.500000 Penalty: 5273.891602
	Iteration 21Q: 3 clusters Score -5295300 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -5295376.000000 Penalty: 5273.891602
	Iteration 22Q: 3 clusters Score -5295376 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -5295442.000000 Penalty: 5273.891602
	Iteration 23Q: 3 clusters Score -5295442 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -5295511.000000 Penalty: 5273.891602
	Iteration 24Q: 3 clusters Score -5295511 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -5295553.000000 Penalty: 5273.891602
	Iteration 25Q: 3 clusters Score -5295553 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -5295620.000000 Penalty: 5273.891602
	Iteration 26Q: 3 clusters Score -5295620 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -5295687.000000 Penalty: 5273.891602
	Iteration 27Q: 3 clusters Score -5295687 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -5295728.500000 Penalty: 5273.891602
	Iteration 28Q: 3 clusters Score -5295728 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -5295762.500000 Penalty: 5273.891602
	Iteration 29Q: 3 clusters Score -5295762 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -5295786.000000 Penalty: 5273.891602
	Iteration 30Q: 3 clusters Score -5295786 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -5295825.500000 Penalty: 5273.891602
	Iteration 31Q: 3 clusters Score -5295826 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -5295838.000000 Penalty: 5273.891602
	Iteration 32Q: 3 clusters Score -5295838 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -5295879.000000 Penalty: 5273.891602
	Iteration 33Q: 3 clusters Score -5295879 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -5295907.500000 Penalty: 5273.891602
	Iteration 34Q: 3 clusters Score -5295908 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -5295933.000000 Penalty: 5273.891602
	Iteration 35Q: 3 clusters Score -5295933 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -5295943.500000 Penalty: 5273.891602
	Iteration 36Q: 3 clusters Score -5295944 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -5295956.000000 Penalty: 5273.891602
	Iteration 37Q: 3 clusters Score -5295956 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -5295974.000000 Penalty: 5273.891602
	Iteration 38Q: 3 clusters Score -5295974 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -5295998.000000 Penalty: 5273.891602
	Iteration 39Q: 3 clusters Score -5295998 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -5296016.500000 Penalty: 5273.891602
	Iteration 40F: 3 clusters Score -5296016 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -5296036.500000 Penalty: 5273.891602
	Iteration 41Q: 3 clusters Score -5296036 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -5296080.000000 Penalty: 5273.891602
	Iteration 42Q: 3 clusters Score -5296080 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -5296083.500000 Penalty: 5273.891602
	Iteration 43Q: 3 clusters Score -5296084 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -5296119.500000 Penalty: 5273.891602
	Iteration 44Q: 3 clusters Score -5296120 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -5296150.000000 Penalty: 5273.891602
	Iteration 45Q: 3 clusters Score -5296150 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -5296173.000000 Penalty: 5273.891602
	Iteration 46Q: 3 clusters Score -5296173 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -5296203.000000 Penalty: 5273.891602
	Iteration 47Q: 3 clusters Score -5296203 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -5296224.500000 Penalty: 5273.891602
	Iteration 48Q: 3 clusters Score -5296224 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -5296258.000000 Penalty: 5273.891602
	Iteration 49Q: 3 clusters Score -5296258 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -5296319.500000 Penalty: 5273.891602
	Iteration 50Q: 3 clusters Score -5296320 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -5296350.000000 Penalty: 5273.891602
	Iteration 51Q: 3 clusters Score -5296350 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -5296364.500000 Penalty: 5273.891602
	Iteration 52Q: 3 clusters Score -5296364 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -5296389.000000 Penalty: 5273.891602
	Iteration 53Q: 3 clusters Score -5296389 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -5296404.500000 Penalty: 5273.891602
	Iteration 54Q: 3 clusters Score -5296404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -5296436.500000 Penalty: 5273.891602
	Iteration 55Q: 3 clusters Score -5296436 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -5296459.500000 Penalty: 5273.891602
	Iteration 56Q: 3 clusters Score -5296460 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -5296481.500000 Penalty: 5273.891602
	Iteration 57Q: 3 clusters Score -5296482 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -5296508.500000 Penalty: 5273.891602
	Iteration 58Q: 3 clusters Score -5296508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -5296532.000000 Penalty: 5273.891602
	Iteration 59Q: 3 clusters Score -5296532 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -5296551.000000 Penalty: 5273.891602
	Iteration 60F: 3 clusters Score -5296551 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -5296563.500000 Penalty: 5273.891602
	Iteration 61Q: 3 clusters Score -5296564 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -5296588.000000 Penalty: 5273.891602
	Iteration 62Q: 3 clusters Score -5296588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5296600.500000 Penalty: 5273.891602
	Iteration 63Q: 3 clusters Score -5296600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -5296598.000000 Penalty: 5273.891602
	Iteration 64Q: 3 clusters Score -5296598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5296599.500000 Penalty: 5273.891602
	Iteration 65Q: 3 clusters Score -5296600 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5296619.500000 Penalty: 5273.891602
	Iteration 66Q: 3 clusters Score -5296620 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -5296635.500000 Penalty: 5273.891602
	Iteration 67Q: 3 clusters Score -5296636 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -5296639.000000 Penalty: 5273.891602
	Iteration 68Q: 3 clusters Score -5296639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -5296656.000000 Penalty: 5273.891602
	Iteration 69Q: 3 clusters Score -5296656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5296663.000000 Penalty: 5273.891602
	Iteration 70Q: 3 clusters Score -5296663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -5296668.500000 Penalty: 5273.891602
	Iteration 71Q: 3 clusters Score -5296668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -5296680.000000 Penalty: 5273.891602
	Iteration 72Q: 3 clusters Score -5296680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5296696.000000 Penalty: 5273.891602
	Iteration 73Q: 3 clusters Score -5296696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -5296713.500000 Penalty: 5273.891602
	Iteration 74Q: 3 clusters Score -5296714 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -5296712.500000 Penalty: 5273.891602
	Iteration 75Q: 3 clusters Score -5296712 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5296728.000000 Penalty: 5273.891602
	Iteration 76Q: 3 clusters Score -5296728 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -5296748.500000 Penalty: 5273.891602
	Iteration 77Q: 3 clusters Score -5296748 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5296782.000000 Penalty: 5273.891602
	Iteration 78Q: 3 clusters Score -5296782 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5296784.500000 Penalty: 5273.891602
	Iteration 79Q: 3 clusters Score -5296784 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5296799.000000 Penalty: 5273.891602
	Iteration 80F: 3 clusters Score -5296799 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5296813.500000 Penalty: 5273.891602
	Iteration 81Q: 3 clusters Score -5296814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5296826.000000 Penalty: 5273.891602
	Iteration 82Q: 3 clusters Score -5296826 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5296850.500000 Penalty: 5273.891602
	Iteration 83Q: 3 clusters Score -5296850 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5296874.500000 Penalty: 5273.891602
	Iteration 84Q: 3 clusters Score -5296874 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5296904.000000 Penalty: 5273.891602
	Iteration 85Q: 3 clusters Score -5296904 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5296936.000000 Penalty: 5273.891602
	Iteration 86Q: 3 clusters Score -5296936 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5296952.500000 Penalty: 5273.891602
	Iteration 87Q: 3 clusters Score -5296952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5296965.000000 Penalty: 5273.891602
	Iteration 88Q: 3 clusters Score -5296965 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5296985.500000 Penalty: 5273.891602
	Iteration 89Q: 3 clusters Score -5296986 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5297009.000000 Penalty: 5273.891602
	Iteration 90Q: 3 clusters Score -5297009 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5297033.000000 Penalty: 5273.891602
	Iteration 91Q: 3 clusters Score -5297033 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5297058.000000 Penalty: 5273.891602
	Iteration 92Q: 3 clusters Score -5297058 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5297070.000000 Penalty: 5273.891602
	Iteration 93Q: 3 clusters Score -5297070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5297100.000000 Penalty: 5273.891602
	Iteration 94Q: 3 clusters Score -5297100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5297113.500000 Penalty: 5273.891602
	Iteration 95Q: 3 clusters Score -5297114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5297120.500000 Penalty: 5273.891602
	Iteration 96Q: 3 clusters Score -5297120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5297148.500000 Penalty: 5273.891602
	Iteration 97Q: 3 clusters Score -5297148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5297161.000000 Penalty: 5273.891602
	Iteration 98Q: 3 clusters Score -5297161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5297180.500000 Penalty: 5273.891602
	Iteration 99Q: 3 clusters Score -5297180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5297203.000000 Penalty: 5273.891602
	Iteration 100F: 3 clusters Score -5297203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5297210.500000 Penalty: 5273.891602
	Iteration 101Q: 3 clusters Score -5297210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5297221.500000 Penalty: 5273.891602
	Iteration 102Q: 3 clusters Score -5297222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5297231.000000 Penalty: 5273.891602
	Iteration 103Q: 3 clusters Score -5297231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5297233.500000 Penalty: 5273.891602
	Iteration 104Q: 3 clusters Score -5297234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5297246.000000 Penalty: 5273.891602
	Iteration 105Q: 3 clusters Score -5297246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5297252.500000 Penalty: 5273.891602
	Iteration 106Q: 3 clusters Score -5297252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5297267.500000 Penalty: 5273.891602
	Iteration 107Q: 3 clusters Score -5297268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5297272.000000 Penalty: 5273.891602
	Iteration 108Q: 3 clusters Score -5297272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5297288.500000 Penalty: 5273.891602
	Iteration 109Q: 3 clusters Score -5297288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5297291.500000 Penalty: 5273.891602
	Iteration 110Q: 3 clusters Score -5297292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5297297.500000 Penalty: 5273.891602
	Iteration 111Q: 3 clusters Score -5297298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5297301.000000 Penalty: 5273.891602
	Iteration 112Q: 3 clusters Score -5297301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5297303.000000 Penalty: 5273.891602
	Iteration 113Q: 3 clusters Score -5297303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5297303.500000 Penalty: 5273.891602
	Iteration 114Q: 3 clusters Score -5297304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5297313.500000 Penalty: 5273.891602
	Iteration 115Q: 3 clusters Score -5297314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5297324.000000 Penalty: 5273.891602
	Iteration 116Q: 3 clusters Score -5297324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5297329.000000 Penalty: 5273.891602
	Iteration 117Q: 3 clusters Score -5297329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5297329.000000 Penalty: 5273.891602
	Iteration 118Q: 3 clusters Score -5297329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5297338.000000 Penalty: 5273.891602
	Iteration 119Q: 3 clusters Score -5297338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5297339.000000 Penalty: 5273.891602
	Iteration 120F: 3 clusters Score -5297339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5297345.500000 Penalty: 5273.891602
	Iteration 121Q: 3 clusters Score -5297346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5297351.500000 Penalty: 5273.891602
	Iteration 122Q: 3 clusters Score -5297352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5297349.500000 Penalty: 5273.891602
	Iteration 123Q: 3 clusters Score -5297350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5297352.500000 Penalty: 5273.891602
	Iteration 124Q: 3 clusters Score -5297352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5297354.000000 Penalty: 5273.891602
	Iteration 125Q: 3 clusters Score -5297354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5297354.000000 Penalty: 5273.891602
	Iteration 126F: 3 clusters Score -5297354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (74717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Entering Unmasked Estep 
Score: -9569780.000000 Penalty: 2782.922852
	Iteration 0F: 2 clusters Score -9569780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -9519812.000000 Penalty: 5565.845703
	Iteration 0F: 3 clusters Score -9519812 nChanged 34972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -9539258.000000 Penalty: 5565.845703
	Iteration 1F: 3 clusters Score -9539258 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -9539808.000000 Penalty: 5565.845703
	Iteration 2Q: 3 clusters Score -9539808 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -9540312.000000 Penalty: 5565.845703
	Iteration 3Q: 3 clusters Score -9540312 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -9540868.000000 Penalty: 5565.845703
	Iteration 4Q: 3 clusters Score -9540868 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -9541677.000000 Penalty: 5565.845703
	Iteration 5Q: 3 clusters Score -9541677 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -9543019.000000 Penalty: 5565.845703
	Iteration 6Q: 3 clusters Score -9543019 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -9545407.000000 Penalty: 5565.845703
	Iteration 7F: 3 clusters Score -9545407 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -9549370.000000 Penalty: 5565.845703
	Iteration 8F: 3 clusters Score -9549370 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -9554785.000000 Penalty: 5565.845703
	Iteration 9F: 3 clusters Score -9554785 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -9560254.000000 Penalty: 5565.845703
	Iteration 10F: 3 clusters Score -9560254 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -9563998.000000 Penalty: 5565.845703
	Iteration 11F: 3 clusters Score -9563998 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 71033 members 
Entering Unmasked Estep 
Score: -9566011.000000 Penalty: 5565.845703
	Iteration 12Q: 3 clusters Score -9566011 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 71904 members 
Entering Unmasked Estep 
Score: -9566984.000000 Penalty: 5565.845703
	Iteration 13Q: 3 clusters Score -9566984 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -9567386.000000 Penalty: 5565.845703
	Iteration 14Q: 3 clusters Score -9567386 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 72489 members 
Entering Unmasked Estep 
Score: -9567592.000000 Penalty: 5565.845703
	Iteration 15Q: 3 clusters Score -9567592 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 72628 members 
Entering Unmasked Estep 
Score: -9567699.000000 Penalty: 5565.845703
	Iteration 16Q: 3 clusters Score -9567699 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -9567737.000000 Penalty: 5565.845703
	Iteration 17Q: 3 clusters Score -9567737 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -9567768.000000 Penalty: 5565.845703
	Iteration 18Q: 3 clusters Score -9567768 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -9567783.000000 Penalty: 5565.845703
	Iteration 19Q: 3 clusters Score -9567783 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -9567795.000000 Penalty: 5565.845703
	Iteration 20F: 3 clusters Score -9567795 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 72952 members 
Entering Unmasked Estep 
Score: -9567819.000000 Penalty: 5565.845703
	Iteration 21Q: 3 clusters Score -9567819 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 72986 members 
Entering Unmasked Estep 
Score: -9567820.000000 Penalty: 5565.845703
	Iteration 22Q: 3 clusters Score -9567820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 73017 members 
Entering Unmasked Estep 
Score: -9567851.000000 Penalty: 5565.845703
	Iteration 23Q: 3 clusters Score -9567851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 73042 members 
Entering Unmasked Estep 
Score: -9567852.000000 Penalty: 5565.845703
	Iteration 24Q: 3 clusters Score -9567852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 73066 members 
Entering Unmasked Estep 
Score: -9567857.000000 Penalty: 5565.845703
	Iteration 25Q: 3 clusters Score -9567857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -9567873.000000 Penalty: 5565.845703
	Iteration 26Q: 3 clusters Score -9567873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -9567873.000000 Penalty: 5565.845703
	Iteration 27Q: 3 clusters Score -9567873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 73123 members 
Entering Unmasked Estep 
Score: -9567875.000000 Penalty: 5565.845703
	Iteration 28Q: 3 clusters Score -9567875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 73130 members 
Entering Unmasked Estep 
Score: -9567877.000000 Penalty: 5565.845703
	Iteration 29Q: 3 clusters Score -9567877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 73137 members 
Entering Unmasked Estep 
Score: -9567870.000000 Penalty: 5565.845703
	Iteration 30Q: 3 clusters Score -9567870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 73142 members 
Entering Unmasked Estep 
Score: -9567872.000000 Penalty: 5565.845703
	Iteration 31Q: 3 clusters Score -9567872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -9567873.000000 Penalty: 5565.845703
	Iteration 32Q: 3 clusters Score -9567873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
Score: -9567874.000000 Penalty: 5565.845703
	Iteration 33Q: 3 clusters Score -9567874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 73172 members 
Entering Unmasked Estep 
Score: -9567883.000000 Penalty: 5565.845703
	Iteration 34Q: 3 clusters Score -9567883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 73176 members 
Entering Unmasked Estep 
Score: -9567880.000000 Penalty: 5565.845703
	Iteration 35Q: 3 clusters Score -9567880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -9567876.000000 Penalty: 5565.845703
	Iteration 36Q: 3 clusters Score -9567876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 73182 members 
Entering Unmasked Estep 
Score: -9567873.000000 Penalty: 5565.845703
	Iteration 37Q: 3 clusters Score -9567873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 73183 members 
Entering Unmasked Estep 
Score: -9567873.000000 Penalty: 5565.845703
	Iteration 38Q: 3 clusters Score -9567873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 73183 members 
Entering Unmasked Estep 
Score: -9567873.000000 Penalty: 5565.845703
	Iteration 39F: 3 clusters Score -9567873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (164421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164421 members 
Entering Unmasked Estep 
Score: -20881154.000000 Penalty: 2978.525879
	Iteration 0F: 2 clusters Score -2.088115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 82086 members 
Entering Unmasked Estep 
Score: -20772006.000000 Penalty: 5957.051758
	Iteration 0F: 3 clusters Score -2.077201e+07 nChanged 78786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83743 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -20817172.000000 Penalty: 5957.051758
	Iteration 1F: 3 clusters Score -2.081717e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -20818080.000000 Penalty: 5957.051758
	Iteration 2Q: 3 clusters Score -2.081808e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86316 members 
Mstep: Class 2 contains 78105 members 
Entering Unmasked Estep 
Score: -20819300.000000 Penalty: 5957.051758
	Iteration 3Q: 3 clusters Score -2.08193e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88583 members 
Mstep: Class 2 contains 75838 members 
Entering Unmasked Estep 
Score: -20820872.000000 Penalty: 5957.051758
	Iteration 4Q: 3 clusters Score -2.082087e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91830 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
Score: -20823172.000000 Penalty: 5957.051758
	Iteration 5Q: 3 clusters Score -2.082317e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96291 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -20826520.000000 Penalty: 5957.051758
	Iteration 6Q: 3 clusters Score -2.082652e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102100 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -20831242.000000 Penalty: 5957.051758
	Iteration 7Q: 3 clusters Score -2.083124e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109128 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -20837174.000000 Penalty: 5957.051758
	Iteration 8F: 3 clusters Score -2.083717e+07 nChanged 9969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117093 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -20844760.000000 Penalty: 5957.051758
	Iteration 9F: 3 clusters Score -2.084476e+07 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124869 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -20852400.000000 Penalty: 5957.051758
	Iteration 10F: 3 clusters Score -2.08524e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131618 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -20859124.000000 Penalty: 5957.051758
	Iteration 11F: 3 clusters Score -2.085912e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137027 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -20864008.000000 Penalty: 5957.051758
	Iteration 12Q: 3 clusters Score -2.086401e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141394 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -20867252.000000 Penalty: 5957.051758
	Iteration 13Q: 3 clusters Score -2.086725e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145173 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -20869618.000000 Penalty: 5957.051758
	Iteration 14Q: 3 clusters Score -2.086962e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148405 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -20871444.000000 Penalty: 5957.051758
	Iteration 15Q: 3 clusters Score -2.087144e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151125 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -20872828.000000 Penalty: 5957.051758
	Iteration 16Q: 3 clusters Score -2.087283e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153395 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -20873846.000000 Penalty: 5957.051758
	Iteration 17Q: 3 clusters Score -2.087385e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155351 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -20874706.000000 Penalty: 5957.051758
	Iteration 18Q: 3 clusters Score -2.087471e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157037 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -20875596.000000 Penalty: 5957.051758
	Iteration 19Q: 3 clusters Score -2.08756e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158395 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -20876314.000000 Penalty: 5957.051758
	Iteration 20F: 3 clusters Score -2.087631e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159473 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -20876772.000000 Penalty: 5957.051758
	Iteration 21Q: 3 clusters Score -2.087677e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160283 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -20877060.000000 Penalty: 5957.051758
	Iteration 22Q: 3 clusters Score -2.087706e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160881 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -20877388.000000 Penalty: 5957.051758
	Iteration 23Q: 3 clusters Score -2.087739e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161319 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -20877586.000000 Penalty: 5957.051758
	Iteration 24Q: 3 clusters Score -2.087759e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161650 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -20877710.000000 Penalty: 5957.051758
	Iteration 25Q: 3 clusters Score -2.087771e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161905 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -20877866.000000 Penalty: 5957.051758
	Iteration 26Q: 3 clusters Score -2.087787e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162109 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -20877948.000000 Penalty: 5957.051758
	Iteration 27Q: 3 clusters Score -2.087795e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162263 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -20878038.000000 Penalty: 5957.051758
	Iteration 28Q: 3 clusters Score -2.087804e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162392 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -20878052.000000 Penalty: 5957.051758
	Iteration 29Q: 3 clusters Score -2.087805e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162493 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -20878134.000000 Penalty: 5957.051758
	Iteration 30Q: 3 clusters Score -2.087813e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162586 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -20878176.000000 Penalty: 5957.051758
	Iteration 31Q: 3 clusters Score -2.087818e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162667 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -20878216.000000 Penalty: 5957.051758
	Iteration 32Q: 3 clusters Score -2.087822e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162729 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -20878242.000000 Penalty: 5957.051758
	Iteration 33Q: 3 clusters Score -2.087824e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162781 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -20878274.000000 Penalty: 5957.051758
	Iteration 34Q: 3 clusters Score -2.087827e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162832 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -20878344.000000 Penalty: 5957.051758
	Iteration 35Q: 3 clusters Score -2.087834e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162884 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -20878374.000000 Penalty: 5957.051758
	Iteration 36Q: 3 clusters Score -2.087837e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162920 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -20878386.000000 Penalty: 5957.051758
	Iteration 37Q: 3 clusters Score -2.087839e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162944 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -20878408.000000 Penalty: 5957.051758
	Iteration 38Q: 3 clusters Score -2.087841e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162968 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -20878432.000000 Penalty: 5957.051758
	Iteration 39Q: 3 clusters Score -2.087843e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162993 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -20878426.000000 Penalty: 5957.051758
	Iteration 40F: 3 clusters Score -2.087843e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163008 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -20878438.000000 Penalty: 5957.051758
	Iteration 41Q: 3 clusters Score -2.087844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163017 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -20878450.000000 Penalty: 5957.051758
	Iteration 42Q: 3 clusters Score -2.087845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163029 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -20878464.000000 Penalty: 5957.051758
	Iteration 43Q: 3 clusters Score -2.087846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163034 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -20878462.000000 Penalty: 5957.051758
	Iteration 44Q: 3 clusters Score -2.087846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163042 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -20878446.000000 Penalty: 5957.051758
	Iteration 45Q: 3 clusters Score -2.087845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163050 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -20878446.000000 Penalty: 5957.051758
	Iteration 46Q: 3 clusters Score -2.087845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163057 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -20878470.000000 Penalty: 5957.051758
	Iteration 47Q: 3 clusters Score -2.087847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163062 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -20878470.000000 Penalty: 5957.051758
	Iteration 48Q: 3 clusters Score -2.087847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163066 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -20878474.000000 Penalty: 5957.051758
	Iteration 49Q: 3 clusters Score -2.087847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163069 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -20878492.000000 Penalty: 5957.051758
	Iteration 50Q: 3 clusters Score -2.087849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163071 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -20878488.000000 Penalty: 5957.051758
	Iteration 51Q: 3 clusters Score -2.087849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163072 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -20878488.000000 Penalty: 5957.051758
	Iteration 52Q: 3 clusters Score -2.087849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163072 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -20878488.000000 Penalty: 5957.051758
	Iteration 53F: 3 clusters Score -2.087849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46228 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1042 members 
Mstep: Class 6 contains 170924 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160747 members 
Mstep: Class 10 contains 144522 members 
Mstep: Class 11 contains 11804 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152519 members 
Mstep: Class 15 contains 81945 members 
Mstep: Class 16 contains 9467 members 
Mstep: Class 17 contains 151019 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41475 members 
Mstep: Class 20 contains 74717 members 
Mstep: Class 22 contains 164421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343344.000000 Penalty: 73281.218750
Iteration 239Q: 22 clusters Score -1.613433e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72263 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46229 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1042 members 
Mstep: Class 6 contains 171044 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160711 members 
Mstep: Class 10 contains 144495 members 
Mstep: Class 11 contains 11802 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152554 members 
Mstep: Class 15 contains 81944 members 
Mstep: Class 16 contains 9481 members 
Mstep: Class 17 contains 150986 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41472 members 
Mstep: Class 20 contains 74651 members 
Mstep: Class 22 contains 164443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343440.000000 Penalty: 73281.218750
Iteration 240F: 22 clusters Score -1.613434e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46227 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1043 members 
Mstep: Class 6 contains 171163 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160654 members 
Mstep: Class 10 contains 144478 members 
Mstep: Class 11 contains 11806 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152590 members 
Mstep: Class 15 contains 81961 members 
Mstep: Class 16 contains 9498 members 
Mstep: Class 17 contains 150940 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41476 members 
Mstep: Class 20 contains 74578 members 
Mstep: Class 22 contains 164463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343536.000000 Penalty: 73281.218750
Iteration 241Q: 22 clusters Score -1.613435e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72205 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46227 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1043 members 
Mstep: Class 6 contains 171257 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160646 members 
Mstep: Class 10 contains 144456 members 
Mstep: Class 11 contains 11814 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152647 members 
Mstep: Class 15 contains 81971 members 
Mstep: Class 16 contains 9512 members 
Mstep: Class 17 contains 150893 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41481 members 
Mstep: Class 20 contains 74499 members 
Mstep: Class 22 contains 164467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343472.000000 Penalty: 73281.218750
Iteration 242Q: 22 clusters Score -1.613435e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46225 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1043 members 
Mstep: Class 6 contains 171370 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160625 members 
Mstep: Class 10 contains 144449 members 
Mstep: Class 11 contains 11817 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152703 members 
Mstep: Class 15 contains 81984 members 
Mstep: Class 16 contains 9522 members 
Mstep: Class 17 contains 150852 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41487 members 
Mstep: Class 20 contains 74422 members 
Mstep: Class 22 contains 164443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343280.000000 Penalty: 73281.218750
Iteration 243Q: 22 clusters Score -1.613433e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72164 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46227 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1043 members 
Mstep: Class 6 contains 171509 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160557 members 
Mstep: Class 10 contains 144435 members 
Mstep: Class 11 contains 11818 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152729 members 
Mstep: Class 15 contains 81987 members 
Mstep: Class 16 contains 9531 members 
Mstep: Class 17 contains 150830 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41489 members 
Mstep: Class 20 contains 74343 members 
Mstep: Class 22 contains 164456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343408.000000 Penalty: 73281.218750
Iteration 244Q: 22 clusters Score -1.613434e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46228 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1043 members 
Mstep: Class 6 contains 171626 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160475 members 
Mstep: Class 10 contains 144451 members 
Mstep: Class 11 contains 11819 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152730 members 
Mstep: Class 15 contains 81984 members 
Mstep: Class 16 contains 9543 members 
Mstep: Class 17 contains 150810 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41492 members 
Mstep: Class 20 contains 74269 members 
Mstep: Class 22 contains 164489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343424.000000 Penalty: 73281.218750
Iteration 245Q: 22 clusters Score -1.613434e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72164 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46231 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 171733 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160410 members 
Mstep: Class 10 contains 144459 members 
Mstep: Class 11 contains 11819 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152738 members 
Mstep: Class 15 contains 81996 members 
Mstep: Class 16 contains 9550 members 
Mstep: Class 17 contains 150780 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41489 members 
Mstep: Class 20 contains 74203 members 
Mstep: Class 22 contains 164502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343472.000000 Penalty: 73281.218750
Iteration 246Q: 22 clusters Score -1.613435e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72171 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46232 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1045 members 
Mstep: Class 6 contains 171821 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160333 members 
Mstep: Class 10 contains 144439 members 
Mstep: Class 11 contains 11822 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152746 members 
Mstep: Class 15 contains 81992 members 
Mstep: Class 16 contains 9557 members 
Mstep: Class 17 contains 150756 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41489 members 
Mstep: Class 20 contains 74159 members 
Mstep: Class 22 contains 164556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343440.000000 Penalty: 73281.218750
Iteration 247Q: 22 clusters Score -1.613434e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72172 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46235 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1045 members 
Mstep: Class 6 contains 171868 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160271 members 
Mstep: Class 10 contains 144426 members 
Mstep: Class 11 contains 11824 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152767 members 
Mstep: Class 15 contains 82000 members 
Mstep: Class 16 contains 9560 members 
Mstep: Class 17 contains 150749 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41493 members 
Mstep: Class 20 contains 74119 members 
Mstep: Class 22 contains 164589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343616.000000 Penalty: 73281.218750
Iteration 248Q: 22 clusters Score -1.613436e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72171 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46235 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1044 members 
Mstep: Class 6 contains 171893 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160203 members 
Mstep: Class 10 contains 144421 members 
Mstep: Class 11 contains 11825 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152799 members 
Mstep: Class 15 contains 81998 members 
Mstep: Class 16 contains 9563 members 
Mstep: Class 17 contains 150746 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41492 members 
Mstep: Class 20 contains 74077 members 
Mstep: Class 22 contains 164651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343552.000000 Penalty: 73281.218750
Iteration 249Q: 22 clusters Score -1.613436e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72172 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46235 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1043 members 
Mstep: Class 6 contains 171930 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160151 members 
Mstep: Class 10 contains 144415 members 
Mstep: Class 11 contains 11821 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152803 members 
Mstep: Class 15 contains 81999 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 150738 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41503 members 
Mstep: Class 20 contains 74030 members 
Mstep: Class 22 contains 164707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343312.000000 Penalty: 73281.218750
Iteration 250Q: 22 clusters Score -1.613433e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72163 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46235 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1046 members 
Mstep: Class 6 contains 171955 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160131 members 
Mstep: Class 10 contains 144390 members 
Mstep: Class 11 contains 11818 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152785 members 
Mstep: Class 15 contains 81999 members 
Mstep: Class 16 contains 9579 members 
Mstep: Class 17 contains 150740 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41506 members 
Mstep: Class 20 contains 74008 members 
Mstep: Class 22 contains 164762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343296.000000 Penalty: 73281.218750
Iteration 251Q: 22 clusters Score -1.613433e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72153 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46234 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1046 members 
Mstep: Class 6 contains 171941 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160142 members 
Mstep: Class 10 contains 144388 members 
Mstep: Class 11 contains 11821 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152775 members 
Mstep: Class 15 contains 81997 members 
Mstep: Class 16 contains 9587 members 
Mstep: Class 17 contains 150726 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41496 members 
Mstep: Class 20 contains 73974 members 
Mstep: Class 22 contains 164837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343408.000000 Penalty: 73281.218750
Iteration 252Q: 22 clusters Score -1.613434e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46232 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1046 members 
Mstep: Class 6 contains 171919 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160188 members 
Mstep: Class 10 contains 144390 members 
Mstep: Class 11 contains 11816 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152746 members 
Mstep: Class 15 contains 82002 members 
Mstep: Class 16 contains 9592 members 
Mstep: Class 17 contains 150710 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41480 members 
Mstep: Class 20 contains 73948 members 
Mstep: Class 22 contains 164923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343584.000000 Penalty: 73281.218750
Iteration 253Q: 22 clusters Score -1.613436e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72104 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46231 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1046 members 
Mstep: Class 6 contains 171915 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160230 members 
Mstep: Class 10 contains 144395 members 
Mstep: Class 11 contains 11819 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152737 members 
Mstep: Class 15 contains 81988 members 
Mstep: Class 16 contains 9602 members 
Mstep: Class 17 contains 150666 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41472 members 
Mstep: Class 20 contains 73926 members 
Mstep: Class 22 contains 164986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343296.000000 Penalty: 73281.218750
Iteration 254Q: 22 clusters Score -1.613433e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72086 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46231 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1046 members 
Mstep: Class 6 contains 171937 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160251 members 
Mstep: Class 10 contains 144417 members 
Mstep: Class 11 contains 11826 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152718 members 
Mstep: Class 15 contains 81968 members 
Mstep: Class 16 contains 9613 members 
Mstep: Class 17 contains 150624 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41474 members 
Mstep: Class 20 contains 73886 members 
Mstep: Class 22 contains 165039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343456.000000 Penalty: 73281.218750
Iteration 255Q: 22 clusters Score -1.613435e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46230 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 171999 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160247 members 
Mstep: Class 10 contains 144442 members 
Mstep: Class 11 contains 11831 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152701 members 
Mstep: Class 15 contains 81946 members 
Mstep: Class 16 contains 9620 members 
Mstep: Class 17 contains 150582 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41474 members 
Mstep: Class 20 contains 73859 members 
Mstep: Class 22 contains 165058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343232.000000 Penalty: 73281.218750
Iteration 256Q: 22 clusters Score -1.613432e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46227 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 172072 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160220 members 
Mstep: Class 10 contains 144477 members 
Mstep: Class 11 contains 11836 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152683 members 
Mstep: Class 15 contains 81932 members 
Mstep: Class 16 contains 9623 members 
Mstep: Class 17 contains 150535 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41478 members 
Mstep: Class 20 contains 73817 members 
Mstep: Class 22 contains 165087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343328.000000 Penalty: 73281.218750
Iteration 257Q: 22 clusters Score -1.613433e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46225 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 172220 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160177 members 
Mstep: Class 10 contains 144471 members 
Mstep: Class 11 contains 11839 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152676 members 
Mstep: Class 15 contains 81912 members 
Mstep: Class 16 contains 9625 members 
Mstep: Class 17 contains 150492 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41483 members 
Mstep: Class 20 contains 73779 members 
Mstep: Class 22 contains 165095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343344.000000 Penalty: 73281.218750
Iteration 258Q: 22 clusters Score -1.613433e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46223 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 172350 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160107 members 
Mstep: Class 10 contains 144478 members 
Mstep: Class 11 contains 11845 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152663 members 
Mstep: Class 15 contains 81899 members 
Mstep: Class 16 contains 9627 members 
Mstep: Class 17 contains 150461 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41481 members 
Mstep: Class 20 contains 73738 members 
Mstep: Class 22 contains 165120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343424.000000 Penalty: 73281.218750
Iteration 259Q: 22 clusters Score -1.613434e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46224 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 172484 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 160029 members 
Mstep: Class 10 contains 144485 members 
Mstep: Class 11 contains 11841 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152655 members 
Mstep: Class 15 contains 81895 members 
Mstep: Class 16 contains 9628 members 
Mstep: Class 17 contains 150437 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41472 members 
Mstep: Class 20 contains 73703 members 
Mstep: Class 22 contains 165139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343408.000000 Penalty: 73281.218750
Iteration 260F: 22 clusters Score -1.613434e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46224 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1046 members 
Mstep: Class 6 contains 172562 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159972 members 
Mstep: Class 10 contains 144494 members 
Mstep: Class 11 contains 11843 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152631 members 
Mstep: Class 15 contains 81875 members 
Mstep: Class 16 contains 9631 members 
Mstep: Class 17 contains 150419 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41473 members 
Mstep: Class 20 contains 73675 members 
Mstep: Class 22 contains 165191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343216.000000 Penalty: 73281.218750
Iteration 261Q: 22 clusters Score -1.613432e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46225 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1046 members 
Mstep: Class 6 contains 172616 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159930 members 
Mstep: Class 10 contains 144505 members 
Mstep: Class 11 contains 11845 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152613 members 
Mstep: Class 15 contains 81859 members 
Mstep: Class 16 contains 9637 members 
Mstep: Class 17 contains 150418 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41473 members 
Mstep: Class 20 contains 73638 members 
Mstep: Class 22 contains 165225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343200.000000 Penalty: 73281.218750
Iteration 262Q: 22 clusters Score -1.613432e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72089 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46227 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 172714 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159851 members 
Mstep: Class 10 contains 144493 members 
Mstep: Class 11 contains 11842 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152613 members 
Mstep: Class 15 contains 81824 members 
Mstep: Class 16 contains 9643 members 
Mstep: Class 17 contains 150419 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41472 members 
Mstep: Class 20 contains 73611 members 
Mstep: Class 22 contains 165276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343312.000000 Penalty: 73281.218750
Iteration 263Q: 22 clusters Score -1.613433e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46230 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 172808 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159788 members 
Mstep: Class 10 contains 144489 members 
Mstep: Class 11 contains 11837 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152605 members 
Mstep: Class 15 contains 81808 members 
Mstep: Class 16 contains 9647 members 
Mstep: Class 17 contains 150417 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41462 members 
Mstep: Class 20 contains 73578 members 
Mstep: Class 22 contains 165317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343152.000000 Penalty: 73281.218750
Iteration 264Q: 22 clusters Score -1.613432e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46228 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 172883 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159717 members 
Mstep: Class 10 contains 144502 members 
Mstep: Class 11 contains 11841 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152589 members 
Mstep: Class 15 contains 81810 members 
Mstep: Class 16 contains 9647 members 
Mstep: Class 17 contains 150414 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41453 members 
Mstep: Class 20 contains 73538 members 
Mstep: Class 22 contains 165360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343056.000000 Penalty: 73281.218750
Iteration 265Q: 22 clusters Score -1.613431e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46226 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 172909 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159654 members 
Mstep: Class 10 contains 144525 members 
Mstep: Class 11 contains 11842 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152559 members 
Mstep: Class 15 contains 81814 members 
Mstep: Class 16 contains 9647 members 
Mstep: Class 17 contains 150405 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41458 members 
Mstep: Class 20 contains 73502 members 
Mstep: Class 22 contains 165430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342976.000000 Penalty: 73281.218750
Iteration 266Q: 22 clusters Score -1.61343e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46226 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 172948 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159561 members 
Mstep: Class 10 contains 144547 members 
Mstep: Class 11 contains 11842 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152526 members 
Mstep: Class 15 contains 81822 members 
Mstep: Class 16 contains 9647 members 
Mstep: Class 17 contains 150398 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41462 members 
Mstep: Class 20 contains 73452 members 
Mstep: Class 22 contains 165519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343184.000000 Penalty: 73281.218750
Iteration 267Q: 22 clusters Score -1.613432e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72126 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46228 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 173020 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159473 members 
Mstep: Class 10 contains 144547 members 
Mstep: Class 11 contains 11847 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152514 members 
Mstep: Class 15 contains 81827 members 
Mstep: Class 16 contains 9648 members 
Mstep: Class 17 contains 150386 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41462 members 
Mstep: Class 20 contains 73403 members 
Mstep: Class 22 contains 165593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342992.000000 Penalty: 73281.218750
Iteration 268Q: 22 clusters Score -1.61343e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72144 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46229 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 173087 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159375 members 
Mstep: Class 10 contains 144556 members 
Mstep: Class 11 contains 11851 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152527 members 
Mstep: Class 15 contains 81833 members 
Mstep: Class 16 contains 9651 members 
Mstep: Class 17 contains 150361 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41466 members 
Mstep: Class 20 contains 73343 members 
Mstep: Class 22 contains 165651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343152.000000 Penalty: 73281.218750
Iteration 269Q: 22 clusters Score -1.613432e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72163 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46228 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1046 members 
Mstep: Class 6 contains 173152 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159282 members 
Mstep: Class 10 contains 144561 members 
Mstep: Class 11 contains 11850 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152549 members 
Mstep: Class 15 contains 81848 members 
Mstep: Class 16 contains 9654 members 
Mstep: Class 17 contains 150350 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41470 members 
Mstep: Class 20 contains 73300 members 
Mstep: Class 22 contains 165666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343072.000000 Penalty: 73281.218750
Iteration 270Q: 22 clusters Score -1.613431e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72184 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46231 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1046 members 
Mstep: Class 6 contains 173213 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159222 members 
Mstep: Class 10 contains 144551 members 
Mstep: Class 11 contains 11856 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152578 members 
Mstep: Class 15 contains 81843 members 
Mstep: Class 16 contains 9657 members 
Mstep: Class 17 contains 150338 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41473 members 
Mstep: Class 20 contains 73264 members 
Mstep: Class 22 contains 165663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343184.000000 Penalty: 73281.218750
Iteration 271Q: 22 clusters Score -1.613432e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72191 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46230 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1046 members 
Mstep: Class 6 contains 173230 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159189 members 
Mstep: Class 10 contains 144537 members 
Mstep: Class 11 contains 11858 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152612 members 
Mstep: Class 15 contains 81842 members 
Mstep: Class 16 contains 9659 members 
Mstep: Class 17 contains 150323 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41476 members 
Mstep: Class 20 contains 73221 members 
Mstep: Class 22 contains 165705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342896.000000 Penalty: 73281.218750
Iteration 272Q: 22 clusters Score -1.613429e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46229 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1046 members 
Mstep: Class 6 contains 173208 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159176 members 
Mstep: Class 10 contains 144519 members 
Mstep: Class 11 contains 11860 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152639 members 
Mstep: Class 15 contains 81838 members 
Mstep: Class 16 contains 9660 members 
Mstep: Class 17 contains 150306 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41475 members 
Mstep: Class 20 contains 73183 members 
Mstep: Class 22 contains 165767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161342960.000000 Penalty: 73281.218750
Iteration 273Q: 22 clusters Score -1.61343e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46230 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 173156 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159184 members 
Mstep: Class 10 contains 144501 members 
Mstep: Class 11 contains 11859 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152669 members 
Mstep: Class 15 contains 81829 members 
Mstep: Class 16 contains 9661 members 
Mstep: Class 17 contains 150300 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41478 members 
Mstep: Class 20 contains 73165 members 
Mstep: Class 22 contains 165807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343024.000000 Penalty: 73281.218750
Iteration 274Q: 22 clusters Score -1.61343e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72230 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46228 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1049 members 
Mstep: Class 6 contains 173130 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159211 members 
Mstep: Class 10 contains 144472 members 
Mstep: Class 11 contains 11865 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152670 members 
Mstep: Class 15 contains 81834 members 
Mstep: Class 16 contains 9662 members 
Mstep: Class 17 contains 150296 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41495 members 
Mstep: Class 20 contains 73132 members 
Mstep: Class 22 contains 165847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343088.000000 Penalty: 73281.218750
Iteration 275Q: 22 clusters Score -1.613431e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72227 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46228 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173159 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159192 members 
Mstep: Class 10 contains 144429 members 
Mstep: Class 11 contains 11864 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152670 members 
Mstep: Class 15 contains 81842 members 
Mstep: Class 16 contains 9668 members 
Mstep: Class 17 contains 150288 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41499 members 
Mstep: Class 20 contains 73100 members 
Mstep: Class 22 contains 165905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343104.000000 Penalty: 73281.218750
Iteration 276Q: 22 clusters Score -1.613431e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46231 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173183 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159193 members 
Mstep: Class 10 contains 144410 members 
Mstep: Class 11 contains 11869 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152649 members 
Mstep: Class 15 contains 81834 members 
Mstep: Class 16 contains 9675 members 
Mstep: Class 17 contains 150289 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41493 members 
Mstep: Class 20 contains 73066 members 
Mstep: Class 22 contains 165950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343344.000000 Penalty: 73281.218750
Iteration 277Q: 22 clusters Score -1.613433e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72230 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46229 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173218 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159197 members 
Mstep: Class 10 contains 144399 members 
Mstep: Class 11 contains 11869 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152640 members 
Mstep: Class 15 contains 81825 members 
Mstep: Class 16 contains 9684 members 
Mstep: Class 17 contains 150294 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41496 members 
Mstep: Class 20 contains 73020 members 
Mstep: Class 22 contains 165970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343392.000000 Penalty: 73281.218750
Iteration 278Q: 22 clusters Score -1.613434e+08 nChanged 851
Entering ConstructFrom: 
Score: -161343392.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (72238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72238 members 
Entering Unmasked Estep 
Score: -9287905.000000 Penalty: 2774.554932
	Iteration 0F: 2 clusters Score -9287905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -9239562.000000 Penalty: 5549.109863
	Iteration 0F: 3 clusters Score -9239562 nChanged 33852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -9258727.000000 Penalty: 5549.109863
	Iteration 1F: 3 clusters Score -9258727 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -9259690.000000 Penalty: 5549.109863
	Iteration 2Q: 3 clusters Score -9259690 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -9260884.000000 Penalty: 5549.109863
	Iteration 3Q: 3 clusters Score -9260884 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -9262601.000000 Penalty: 5549.109863
	Iteration 4F: 3 clusters Score -9262601 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -9265159.000000 Penalty: 5549.109863
	Iteration 5F: 3 clusters Score -9265159 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -9268617.000000 Penalty: 5549.109863
	Iteration 6F: 3 clusters Score -9268617 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -9272926.000000 Penalty: 5549.109863
	Iteration 7F: 3 clusters Score -9272926 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63252 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -9277482.000000 Penalty: 5549.109863
	Iteration 8F: 3 clusters Score -9277482 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -9281045.000000 Penalty: 5549.109863
	Iteration 9F: 3 clusters Score -9281045 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69612 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -9283293.000000 Penalty: 5549.109863
	Iteration 10Q: 3 clusters Score -9283293 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9284447.000000 Penalty: 5549.109863
	Iteration 11Q: 3 clusters Score -9284447 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71503 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9284942.000000 Penalty: 5549.109863
	Iteration 12Q: 3 clusters Score -9284942 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9285170.000000 Penalty: 5549.109863
	Iteration 13Q: 3 clusters Score -9285170 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9285293.000000 Penalty: 5549.109863
	Iteration 14Q: 3 clusters Score -9285293 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71912 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9285351.000000 Penalty: 5549.109863
	Iteration 15Q: 3 clusters Score -9285351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9285405.000000 Penalty: 5549.109863
	Iteration 16Q: 3 clusters Score -9285405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71959 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9285439.000000 Penalty: 5549.109863
	Iteration 17Q: 3 clusters Score -9285439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9285440.000000 Penalty: 5549.109863
	Iteration 18Q: 3 clusters Score -9285440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71972 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9285455.000000 Penalty: 5549.109863
	Iteration 19Q: 3 clusters Score -9285455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71977 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9285461.000000 Penalty: 5549.109863
	Iteration 20F: 3 clusters Score -9285461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71978 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9285462.000000 Penalty: 5549.109863
	Iteration 21Q: 3 clusters Score -9285462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9285465.000000 Penalty: 5549.109863
	Iteration 22Q: 3 clusters Score -9285465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71980 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9285478.000000 Penalty: 5549.109863
	Iteration 23Q: 3 clusters Score -9285478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71981 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9285476.000000 Penalty: 5549.109863
	Iteration 24Q: 3 clusters Score -9285476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71983 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9285482.000000 Penalty: 5549.109863
	Iteration 25Q: 3 clusters Score -9285482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9285484.000000 Penalty: 5549.109863
	Iteration 26Q: 3 clusters Score -9285484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71987 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9285494.000000 Penalty: 5549.109863
	Iteration 27Q: 3 clusters Score -9285494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9285490.000000 Penalty: 5549.109863
	Iteration 28Q: 3 clusters Score -9285490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9285490.000000 Penalty: 5549.109863
	Iteration 29F: 3 clusters Score -9285490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -87910.507812 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -87910.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -86138.507812 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -86138.51 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86493.539062 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -86493.54 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -86702.648438 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -86702.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -86813.804688 Penalty: 3331.430908
	Iteration 3Q: 3 clusters Score -86813.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -86929.742188 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -86929.74 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -87088.875000 Penalty: 3331.430908
	Iteration 5F: 3 clusters Score -87088.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87239.281250 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -87239.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87384.796875 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -87384.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -87468.984375 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -87468.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -87539.039062 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -87539.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -87594.601562 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -87594.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -87620.617188 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -87620.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -87635.515625 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -87635.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -87641.796875 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -87641.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -87649.500000 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -87649.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87664.351562 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -87664.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -87686.921875 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -87686.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87698.882812 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -87698.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87711.445312 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -87711.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -87727.296875 Penalty: 3331.430908
	Iteration 19Q: 3 clusters Score -87727.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -87756.742188 Penalty: 3331.430908
	Iteration 20F: 3 clusters Score -87756.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87827.734375 Penalty: 3331.430908
	Iteration 21Q: 3 clusters Score -87827.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -87860.992188 Penalty: 3331.430908
	Iteration 22Q: 3 clusters Score -87860.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -87869.617188 Penalty: 3331.430908
	Iteration 23Q: 3 clusters Score -87869.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -87869.617188 Penalty: 3331.430908
	Iteration 24F: 3 clusters Score -87869.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Entering Unmasked Estep 
Score: -5878276.500000 Penalty: 2663.857910
	Iteration 0F: 2 clusters Score -5878276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -5847177.000000 Penalty: 5327.715820
	Iteration 0F: 3 clusters Score -5847177 nChanged 21353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -5858544.000000 Penalty: 5327.715820
	Iteration 1F: 3 clusters Score -5858544 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -5859051.000000 Penalty: 5327.715820
	Iteration 2Q: 3 clusters Score -5859051 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -5859377.000000 Penalty: 5327.715820
	Iteration 3Q: 3 clusters Score -5859377 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -5859768.000000 Penalty: 5327.715820
	Iteration 4Q: 3 clusters Score -5859768 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -5860126.000000 Penalty: 5327.715820
	Iteration 5Q: 3 clusters Score -5860126 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -5860483.500000 Penalty: 5327.715820
	Iteration 6Q: 3 clusters Score -5860484 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -5860961.500000 Penalty: 5327.715820
	Iteration 7Q: 3 clusters Score -5860962 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -5861614.000000 Penalty: 5327.715820
	Iteration 8Q: 3 clusters Score -5861614 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -5862511.500000 Penalty: 5327.715820
	Iteration 9Q: 3 clusters Score -5862512 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -5863670.000000 Penalty: 5327.715820
	Iteration 10Q: 3 clusters Score -5863670 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -5865082.000000 Penalty: 5327.715820
	Iteration 11Q: 3 clusters Score -5865082 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -5866712.500000 Penalty: 5327.715820
	Iteration 12F: 3 clusters Score -5866712 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -5868426.000000 Penalty: 5327.715820
	Iteration 13F: 3 clusters Score -5868426 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -5870212.000000 Penalty: 5327.715820
	Iteration 14F: 3 clusters Score -5870212 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -5871933.500000 Penalty: 5327.715820
	Iteration 15Q: 3 clusters Score -5871934 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -5873380.500000 Penalty: 5327.715820
	Iteration 16Q: 3 clusters Score -5873380 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5874449.500000 Penalty: 5327.715820
	Iteration 17Q: 3 clusters Score -5874450 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5875046.500000 Penalty: 5327.715820
	Iteration 18Q: 3 clusters Score -5875046 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5875368.500000 Penalty: 5327.715820
	Iteration 19Q: 3 clusters Score -5875368 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5875594.500000 Penalty: 5327.715820
	Iteration 20F: 3 clusters Score -5875594 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5875710.500000 Penalty: 5327.715820
	Iteration 21Q: 3 clusters Score -5875710 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5875777.000000 Penalty: 5327.715820
	Iteration 22Q: 3 clusters Score -5875777 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5875829.000000 Penalty: 5327.715820
	Iteration 23Q: 3 clusters Score -5875829 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5875862.500000 Penalty: 5327.715820
	Iteration 24Q: 3 clusters Score -5875862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5875887.500000 Penalty: 5327.715820
	Iteration 25Q: 3 clusters Score -5875888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5875920.000000 Penalty: 5327.715820
	Iteration 26Q: 3 clusters Score -5875920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5875934.500000 Penalty: 5327.715820
	Iteration 27Q: 3 clusters Score -5875934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5875944.000000 Penalty: 5327.715820
	Iteration 28Q: 3 clusters Score -5875944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5875954.000000 Penalty: 5327.715820
	Iteration 29Q: 3 clusters Score -5875954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5875957.500000 Penalty: 5327.715820
	Iteration 30Q: 3 clusters Score -5875958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5875978.000000 Penalty: 5327.715820
	Iteration 31Q: 3 clusters Score -5875978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5875985.000000 Penalty: 5327.715820
	Iteration 32Q: 3 clusters Score -5875985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5875989.500000 Penalty: 5327.715820
	Iteration 33Q: 3 clusters Score -5875990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5875996.500000 Penalty: 5327.715820
	Iteration 34Q: 3 clusters Score -5875996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5875999.000000 Penalty: 5327.715820
	Iteration 35Q: 3 clusters Score -5875999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5875998.000000 Penalty: 5327.715820
	Iteration 36Q: 3 clusters Score -5875998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5875998.000000 Penalty: 5327.715820
	Iteration 37F: 3 clusters Score -5875998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -60368.742188 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -60368.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58739.011719 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -58739.01 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59182.773438 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -59182.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59506.628906 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -59506.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59699.542969 Penalty: 3189.940186
	Iteration 3F: 3 clusters Score -59699.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59918.503906 Penalty: 3189.940186
	Iteration 4F: 3 clusters Score -59918.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60139.554688 Penalty: 3189.940186
	Iteration 5F: 3 clusters Score -60139.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60288.640625 Penalty: 3189.940186
	Iteration 6Q: 3 clusters Score -60288.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60492.542969 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -60492.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61085.578125 Penalty: 3189.940186
	Iteration 8Q: 3 clusters Score -61085.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61223.800781 Penalty: 3189.940186
	Iteration 9Q: 3 clusters Score -61223.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61274.453125 Penalty: 3189.940186
	Iteration 10Q: 3 clusters Score -61274.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61313.878906 Penalty: 3189.940186
	Iteration 11Q: 3 clusters Score -61313.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61333.433594 Penalty: 3189.940186
	Iteration 12Q: 3 clusters Score -61333.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61376.910156 Penalty: 3189.940186
	Iteration 13Q: 3 clusters Score -61376.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61444.851562 Penalty: 3189.940186
	Iteration 14Q: 3 clusters Score -61444.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61502.031250 Penalty: 3189.940186
	Iteration 15Q: 3 clusters Score -61502.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61525.242188 Penalty: 3189.940186
	Iteration 16Q: 3 clusters Score -61525.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61525.242188 Penalty: 3189.940186
	Iteration 17F: 3 clusters Score -61525.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72238 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46229 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173246 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159164 members 
Mstep: Class 10 contains 144378 members 
Mstep: Class 11 contains 11871 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152609 members 
Mstep: Class 15 contains 81839 members 
Mstep: Class 16 contains 9690 members 
Mstep: Class 17 contains 150311 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41495 members 
Mstep: Class 20 contains 72985 members 
Mstep: Class 21 contains 303 members 
Mstep: Class 22 contains 166016 members 
Entering Unmasked Estep 
Score: -161342432.000000 Penalty: 76770.804688
Splitting cluster 4 changes total score from -161343392.000000 to -161342432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -124632.765625 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -124632.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -122631.554688 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -122631.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -122906.367188 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -122906.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -123020.523438 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -123020.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -123076.523438 Penalty: 3450.446533
	Iteration 3Q: 3 clusters Score -123076.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -123106.593750 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -123106.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -123133.796875 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -123133.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -123154.500000 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -123154.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -123174.960938 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -123175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -123194.890625 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -123194.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -123206.578125 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -123206.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -123212.070312 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -123212.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -123216.953125 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -123217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -123221.640625 Penalty: 3450.446533
	Iteration 12Q: 3 clusters Score -123221.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -123227.851562 Penalty: 3450.446533
	Iteration 13Q: 3 clusters Score -123227.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -123233.171875 Penalty: 3450.446533
	Iteration 14Q: 3 clusters Score -123233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -123237.921875 Penalty: 3450.446533
	Iteration 15Q: 3 clusters Score -123237.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -123244.953125 Penalty: 3450.446533
	Iteration 16Q: 3 clusters Score -123245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -123248.562500 Penalty: 3450.446533
	Iteration 17Q: 3 clusters Score -123248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -123250.070312 Penalty: 3450.446533
	Iteration 18Q: 3 clusters Score -123250.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -123250.414062 Penalty: 3450.446533
	Iteration 19Q: 3 clusters Score -123250.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -123250.414062 Penalty: 3450.446533
	Iteration 20F: 3 clusters Score -123250.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (173246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173246 members 
Entering Unmasked Estep 
Score: -22226030.000000 Penalty: 2991.491943
	Iteration 0F: 2 clusters Score -2.222603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86932 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
Score: -22115964.000000 Penalty: 5982.983887
	Iteration 0F: 3 clusters Score -2.211596e+07 nChanged 83031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92217 members 
Mstep: Class 2 contains 81029 members 
Entering Unmasked Estep 
Score: -22164740.000000 Penalty: 5982.983887
	Iteration 1F: 3 clusters Score -2.216474e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95757 members 
Mstep: Class 2 contains 77489 members 
Entering Unmasked Estep 
Score: -22166038.000000 Penalty: 5982.983887
	Iteration 2Q: 3 clusters Score -2.216604e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101200 members 
Mstep: Class 2 contains 72046 members 
Entering Unmasked Estep 
Score: -22168284.000000 Penalty: 5982.983887
	Iteration 3Q: 3 clusters Score -2.216828e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109373 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -22172110.000000 Penalty: 5982.983887
	Iteration 4F: 3 clusters Score -2.217211e+07 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121221 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -22179948.000000 Penalty: 5982.983887
	Iteration 5F: 3 clusters Score -2.217995e+07 nChanged 15339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136496 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -22192786.000000 Penalty: 5982.983887
	Iteration 6F: 3 clusters Score -2.219279e+07 nChanged 15895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152379 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -22207752.000000 Penalty: 5982.983887
	Iteration 7F: 3 clusters Score -2.220775e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164343 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -22217452.000000 Penalty: 5982.983887
	Iteration 8F: 3 clusters Score -2.221745e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170210 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -22221492.000000 Penalty: 5982.983887
	Iteration 9Q: 3 clusters Score -2.222149e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172177 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -22222710.000000 Penalty: 5982.983887
	Iteration 10Q: 3 clusters Score -2.222271e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172762 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -22223100.000000 Penalty: 5982.983887
	Iteration 11Q: 3 clusters Score -2.22231e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172930 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -22223270.000000 Penalty: 5982.983887
	Iteration 12Q: 3 clusters Score -2.222327e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172974 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -22223326.000000 Penalty: 5982.983887
	Iteration 13Q: 3 clusters Score -2.222333e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172989 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -22223358.000000 Penalty: 5982.983887
	Iteration 14Q: 3 clusters Score -2.222336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172993 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22223370.000000 Penalty: 5982.983887
	Iteration 15Q: 3 clusters Score -2.222337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172996 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22223388.000000 Penalty: 5982.983887
	Iteration 16Q: 3 clusters Score -2.222339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172999 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22223376.000000 Penalty: 5982.983887
	Iteration 17Q: 3 clusters Score -2.222338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173000 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22223384.000000 Penalty: 5982.983887
	Iteration 18Q: 3 clusters Score -2.222338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173000 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22223384.000000 Penalty: 5982.983887
	Iteration 19F: 3 clusters Score -2.222338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -91608.445312 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -91608.45 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 399 members 
Entering Unmasked Estep 
Score: -89895.531250 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -89895.53 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -90138.773438 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -90138.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -90186.992188 Penalty: 3312.457520
	Iteration 2Q: 3 clusters Score -90186.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90206.835938 Penalty: 3312.457520
	Iteration 3Q: 3 clusters Score -90206.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -90216.890625 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -90216.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90226.335938 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -90226.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90226.726562 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -90226.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90226.726562 Penalty: 3312.457520
	Iteration 7F: 3 clusters Score -90226.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -64178.855469 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -64178.86 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 297 members 
Entering Unmasked Estep 
Score: -62588.523438 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -62588.52 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62922.453125 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -62922.45 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63233.300781 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -63233.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63684.589844 Penalty: 3198.649170
	Iteration 3F: 3 clusters Score -63684.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63972.261719 Penalty: 3198.649170
	Iteration 4F: 3 clusters Score -63972.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64191.492188 Penalty: 3198.649170
	Iteration 5F: 3 clusters Score -64191.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64400.246094 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -64400.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64746.710938 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -64746.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64976.617188 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -64976.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -65322.847656 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -65322.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65669.859375 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -65669.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65669.859375 Penalty: 3198.649170
	Iteration 11F: 3 clusters Score -65669.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72238 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46229 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173246 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 159164 members 
Mstep: Class 10 contains 144378 members 
Mstep: Class 11 contains 11871 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152609 members 
Mstep: Class 15 contains 81839 members 
Mstep: Class 16 contains 9690 members 
Mstep: Class 17 contains 150311 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41495 members 
Mstep: Class 20 contains 72985 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 166016 members 
Entering Unmasked Estep 
Score: -161343024.000000 Penalty: 76770.804688
Splitting cluster 8 changes total score from -161343392.000000 to -161343024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (159164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159164 members 
Entering Unmasked Estep 
Score: -20225290.000000 Penalty: 2970.467285
	Iteration 0F: 2 clusters Score -2.022529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79607 members 
Mstep: Class 2 contains 79557 members 
Entering Unmasked Estep 
Score: -20120568.000000 Penalty: 5940.934570
	Iteration 0F: 3 clusters Score -2.012057e+07 nChanged 76169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80226 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -20164192.000000 Penalty: 5940.934570
	Iteration 1F: 3 clusters Score -2.016419e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80439 members 
Mstep: Class 2 contains 78725 members 
Entering Unmasked Estep 
Score: -20165158.000000 Penalty: 5940.934570
	Iteration 2Q: 3 clusters Score -2.016516e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80626 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -20166466.000000 Penalty: 5940.934570
	Iteration 3Q: 3 clusters Score -2.016647e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 78146 members 
Entering Unmasked Estep 
Score: -20168602.000000 Penalty: 5940.934570
	Iteration 4Q: 3 clusters Score -2.01686e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -20172248.000000 Penalty: 5940.934570
	Iteration 5Q: 3 clusters Score -2.017225e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -20178418.000000 Penalty: 5940.934570
	Iteration 6F: 3 clusters Score -2.017842e+07 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87244 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -20188600.000000 Penalty: 5940.934570
	Iteration 7F: 3 clusters Score -2.01886e+07 nChanged 13359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -20202830.000000 Penalty: 5940.934570
	Iteration 8F: 3 clusters Score -2.020283e+07 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96065 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -20213866.000000 Penalty: 5940.934570
	Iteration 9F: 3 clusters Score -2.021387e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98544 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -20218510.000000 Penalty: 5940.934570
	Iteration 10Q: 3 clusters Score -2.021851e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100379 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -20221114.000000 Penalty: 5940.934570
	Iteration 11Q: 3 clusters Score -2.022111e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101824 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -20222598.000000 Penalty: 5940.934570
	Iteration 12Q: 3 clusters Score -2.02226e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102979 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -20223422.000000 Penalty: 5940.934570
	Iteration 13Q: 3 clusters Score -2.022342e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103917 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -20224184.000000 Penalty: 5940.934570
	Iteration 14Q: 3 clusters Score -2.022418e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104771 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -20224486.000000 Penalty: 5940.934570
	Iteration 15Q: 3 clusters Score -2.022449e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105533 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -20224646.000000 Penalty: 5940.934570
	Iteration 16Q: 3 clusters Score -2.022465e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106222 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -20224748.000000 Penalty: 5940.934570
	Iteration 17Q: 3 clusters Score -2.022475e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106851 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -20224902.000000 Penalty: 5940.934570
	Iteration 18Q: 3 clusters Score -2.02249e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107444 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -20224938.000000 Penalty: 5940.934570
	Iteration 19Q: 3 clusters Score -2.022494e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108026 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -20224992.000000 Penalty: 5940.934570
	Iteration 20F: 3 clusters Score -2.022499e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108545 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -20225042.000000 Penalty: 5940.934570
	Iteration 21Q: 3 clusters Score -2.022504e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109047 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -20225070.000000 Penalty: 5940.934570
	Iteration 22Q: 3 clusters Score -2.022507e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109548 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -20225098.000000 Penalty: 5940.934570
	Iteration 23Q: 3 clusters Score -2.02251e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110014 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -20225178.000000 Penalty: 5940.934570
	Iteration 24Q: 3 clusters Score -2.022518e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110456 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -20225188.000000 Penalty: 5940.934570
	Iteration 25Q: 3 clusters Score -2.022519e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110867 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -20225294.000000 Penalty: 5940.934570
	Iteration 26Q: 3 clusters Score -2.022529e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111254 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -20225324.000000 Penalty: 5940.934570
	Iteration 27Q: 3 clusters Score -2.022532e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111644 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -20225292.000000 Penalty: 5940.934570
	Iteration 28Q: 3 clusters Score -2.022529e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112028 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -20225362.000000 Penalty: 5940.934570
	Iteration 29Q: 3 clusters Score -2.022536e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112427 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -20225352.000000 Penalty: 5940.934570
	Iteration 30Q: 3 clusters Score -2.022535e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112813 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -20225376.000000 Penalty: 5940.934570
	Iteration 31Q: 3 clusters Score -2.022538e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113195 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -20225388.000000 Penalty: 5940.934570
	Iteration 32Q: 3 clusters Score -2.022539e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113547 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -20225410.000000 Penalty: 5940.934570
	Iteration 33Q: 3 clusters Score -2.022541e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113916 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -20225436.000000 Penalty: 5940.934570
	Iteration 34Q: 3 clusters Score -2.022544e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114276 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -20225480.000000 Penalty: 5940.934570
	Iteration 35Q: 3 clusters Score -2.022548e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114608 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -20225530.000000 Penalty: 5940.934570
	Iteration 36Q: 3 clusters Score -2.022553e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114952 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -20225554.000000 Penalty: 5940.934570
	Iteration 37Q: 3 clusters Score -2.022555e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115255 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -20225514.000000 Penalty: 5940.934570
	Iteration 38Q: 3 clusters Score -2.022551e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115534 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -20225506.000000 Penalty: 5940.934570
	Iteration 39Q: 3 clusters Score -2.022551e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115800 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -20225526.000000 Penalty: 5940.934570
	Iteration 40F: 3 clusters Score -2.022553e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116071 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -20225536.000000 Penalty: 5940.934570
	Iteration 41Q: 3 clusters Score -2.022554e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116333 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -20225514.000000 Penalty: 5940.934570
	Iteration 42Q: 3 clusters Score -2.022551e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116593 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -20225518.000000 Penalty: 5940.934570
	Iteration 43Q: 3 clusters Score -2.022552e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116858 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -20225514.000000 Penalty: 5940.934570
	Iteration 44Q: 3 clusters Score -2.022551e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117140 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -20225528.000000 Penalty: 5940.934570
	Iteration 45Q: 3 clusters Score -2.022553e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117413 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -20225536.000000 Penalty: 5940.934570
	Iteration 46Q: 3 clusters Score -2.022554e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117695 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -20225530.000000 Penalty: 5940.934570
	Iteration 47Q: 3 clusters Score -2.022553e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117975 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -20225532.000000 Penalty: 5940.934570
	Iteration 48Q: 3 clusters Score -2.022553e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118255 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -20225528.000000 Penalty: 5940.934570
	Iteration 49Q: 3 clusters Score -2.022553e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118525 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -20225516.000000 Penalty: 5940.934570
	Iteration 50Q: 3 clusters Score -2.022552e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118793 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -20225564.000000 Penalty: 5940.934570
	Iteration 51Q: 3 clusters Score -2.022556e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119056 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -20225594.000000 Penalty: 5940.934570
	Iteration 52Q: 3 clusters Score -2.022559e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119319 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -20225626.000000 Penalty: 5940.934570
	Iteration 53Q: 3 clusters Score -2.022563e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119595 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -20225662.000000 Penalty: 5940.934570
	Iteration 54Q: 3 clusters Score -2.022566e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119863 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -20225646.000000 Penalty: 5940.934570
	Iteration 55Q: 3 clusters Score -2.022565e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120134 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -20225714.000000 Penalty: 5940.934570
	Iteration 56Q: 3 clusters Score -2.022571e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120402 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -20225698.000000 Penalty: 5940.934570
	Iteration 57Q: 3 clusters Score -2.02257e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120657 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -20225678.000000 Penalty: 5940.934570
	Iteration 58Q: 3 clusters Score -2.022568e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120922 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -20225720.000000 Penalty: 5940.934570
	Iteration 59Q: 3 clusters Score -2.022572e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121172 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -20225724.000000 Penalty: 5940.934570
	Iteration 60F: 3 clusters Score -2.022572e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121401 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -20225800.000000 Penalty: 5940.934570
	Iteration 61Q: 3 clusters Score -2.02258e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121632 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -20225780.000000 Penalty: 5940.934570
	Iteration 62Q: 3 clusters Score -2.022578e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121842 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -20225774.000000 Penalty: 5940.934570
	Iteration 63Q: 3 clusters Score -2.022577e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122029 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -20225774.000000 Penalty: 5940.934570
	Iteration 64Q: 3 clusters Score -2.022577e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122196 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -20225800.000000 Penalty: 5940.934570
	Iteration 65Q: 3 clusters Score -2.02258e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122366 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -20225790.000000 Penalty: 5940.934570
	Iteration 66Q: 3 clusters Score -2.022579e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122509 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -20225816.000000 Penalty: 5940.934570
	Iteration 67Q: 3 clusters Score -2.022582e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122646 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -20225818.000000 Penalty: 5940.934570
	Iteration 68Q: 3 clusters Score -2.022582e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122773 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -20225834.000000 Penalty: 5940.934570
	Iteration 69Q: 3 clusters Score -2.022583e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122883 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -20225838.000000 Penalty: 5940.934570
	Iteration 70Q: 3 clusters Score -2.022584e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123004 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -20225850.000000 Penalty: 5940.934570
	Iteration 71Q: 3 clusters Score -2.022585e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123132 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -20225878.000000 Penalty: 5940.934570
	Iteration 72Q: 3 clusters Score -2.022588e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123264 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -20225884.000000 Penalty: 5940.934570
	Iteration 73Q: 3 clusters Score -2.022588e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123392 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -20225882.000000 Penalty: 5940.934570
	Iteration 74Q: 3 clusters Score -2.022588e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123513 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -20225898.000000 Penalty: 5940.934570
	Iteration 75Q: 3 clusters Score -2.02259e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123640 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -20225944.000000 Penalty: 5940.934570
	Iteration 76Q: 3 clusters Score -2.022594e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123764 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -20225952.000000 Penalty: 5940.934570
	Iteration 77Q: 3 clusters Score -2.022595e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123890 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -20226002.000000 Penalty: 5940.934570
	Iteration 78Q: 3 clusters Score -2.0226e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124039 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -20226028.000000 Penalty: 5940.934570
	Iteration 79Q: 3 clusters Score -2.022603e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124180 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -20226042.000000 Penalty: 5940.934570
	Iteration 80F: 3 clusters Score -2.022604e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124342 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -20226060.000000 Penalty: 5940.934570
	Iteration 81Q: 3 clusters Score -2.022606e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124474 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -20226044.000000 Penalty: 5940.934570
	Iteration 82Q: 3 clusters Score -2.022604e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124598 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -20226038.000000 Penalty: 5940.934570
	Iteration 83Q: 3 clusters Score -2.022604e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124729 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -20226002.000000 Penalty: 5940.934570
	Iteration 84Q: 3 clusters Score -2.0226e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124841 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -20226016.000000 Penalty: 5940.934570
	Iteration 85Q: 3 clusters Score -2.022602e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124944 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -20226006.000000 Penalty: 5940.934570
	Iteration 86Q: 3 clusters Score -2.022601e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125040 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -20225972.000000 Penalty: 5940.934570
	Iteration 87Q: 3 clusters Score -2.022597e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125140 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -20225988.000000 Penalty: 5940.934570
	Iteration 88Q: 3 clusters Score -2.022599e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125235 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -20226020.000000 Penalty: 5940.934570
	Iteration 89Q: 3 clusters Score -2.022602e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125334 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -20226022.000000 Penalty: 5940.934570
	Iteration 90Q: 3 clusters Score -2.022602e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125454 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -20226036.000000 Penalty: 5940.934570
	Iteration 91Q: 3 clusters Score -2.022604e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125568 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -20226046.000000 Penalty: 5940.934570
	Iteration 92Q: 3 clusters Score -2.022605e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125695 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -20226014.000000 Penalty: 5940.934570
	Iteration 93Q: 3 clusters Score -2.022601e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125806 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -20226028.000000 Penalty: 5940.934570
	Iteration 94Q: 3 clusters Score -2.022603e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125902 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -20226018.000000 Penalty: 5940.934570
	Iteration 95Q: 3 clusters Score -2.022602e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125980 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -20226046.000000 Penalty: 5940.934570
	Iteration 96Q: 3 clusters Score -2.022605e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126044 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -20226018.000000 Penalty: 5940.934570
	Iteration 97Q: 3 clusters Score -2.022602e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126108 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -20226002.000000 Penalty: 5940.934570
	Iteration 98Q: 3 clusters Score -2.0226e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126173 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -20225978.000000 Penalty: 5940.934570
	Iteration 99Q: 3 clusters Score -2.022598e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126235 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -20226000.000000 Penalty: 5940.934570
	Iteration 100F: 3 clusters Score -2.0226e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126301 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -20226016.000000 Penalty: 5940.934570
	Iteration 101Q: 3 clusters Score -2.022602e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126361 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -20226016.000000 Penalty: 5940.934570
	Iteration 102Q: 3 clusters Score -2.022602e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126411 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -20226024.000000 Penalty: 5940.934570
	Iteration 103Q: 3 clusters Score -2.022602e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126467 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -20226000.000000 Penalty: 5940.934570
	Iteration 104Q: 3 clusters Score -2.0226e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126526 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -20225970.000000 Penalty: 5940.934570
	Iteration 105Q: 3 clusters Score -2.022597e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126580 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -20225974.000000 Penalty: 5940.934570
	Iteration 106Q: 3 clusters Score -2.022597e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126628 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -20225964.000000 Penalty: 5940.934570
	Iteration 107Q: 3 clusters Score -2.022596e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126685 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -20225940.000000 Penalty: 5940.934570
	Iteration 108Q: 3 clusters Score -2.022594e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126748 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -20225968.000000 Penalty: 5940.934570
	Iteration 109Q: 3 clusters Score -2.022597e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126808 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -20225972.000000 Penalty: 5940.934570
	Iteration 110Q: 3 clusters Score -2.022597e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126874 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -20225994.000000 Penalty: 5940.934570
	Iteration 111Q: 3 clusters Score -2.022599e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126923 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -20225990.000000 Penalty: 5940.934570
	Iteration 112Q: 3 clusters Score -2.022599e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126979 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -20226004.000000 Penalty: 5940.934570
	Iteration 113Q: 3 clusters Score -2.0226e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127027 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -20225990.000000 Penalty: 5940.934570
	Iteration 114Q: 3 clusters Score -2.022599e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127075 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -20225996.000000 Penalty: 5940.934570
	Iteration 115Q: 3 clusters Score -2.0226e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127118 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -20226004.000000 Penalty: 5940.934570
	Iteration 116Q: 3 clusters Score -2.0226e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127155 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -20225992.000000 Penalty: 5940.934570
	Iteration 117Q: 3 clusters Score -2.022599e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127195 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -20226002.000000 Penalty: 5940.934570
	Iteration 118Q: 3 clusters Score -2.0226e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127227 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -20225982.000000 Penalty: 5940.934570
	Iteration 119Q: 3 clusters Score -2.022598e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127254 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -20226006.000000 Penalty: 5940.934570
	Iteration 120F: 3 clusters Score -2.022601e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127282 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -20226002.000000 Penalty: 5940.934570
	Iteration 121Q: 3 clusters Score -2.0226e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127314 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -20226008.000000 Penalty: 5940.934570
	Iteration 122Q: 3 clusters Score -2.022601e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127342 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -20226026.000000 Penalty: 5940.934570
	Iteration 123Q: 3 clusters Score -2.022603e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127365 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -20226034.000000 Penalty: 5940.934570
	Iteration 124Q: 3 clusters Score -2.022603e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127386 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -20226020.000000 Penalty: 5940.934570
	Iteration 125Q: 3 clusters Score -2.022602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127404 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -20226022.000000 Penalty: 5940.934570
	Iteration 126Q: 3 clusters Score -2.022602e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -20226010.000000 Penalty: 5940.934570
	Iteration 127Q: 3 clusters Score -2.022601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127442 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -20226006.000000 Penalty: 5940.934570
	Iteration 128Q: 3 clusters Score -2.022601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127455 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -20225990.000000 Penalty: 5940.934570
	Iteration 129Q: 3 clusters Score -2.022599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127463 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -20225990.000000 Penalty: 5940.934570
	Iteration 130Q: 3 clusters Score -2.022599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127467 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -20225992.000000 Penalty: 5940.934570
	Iteration 131Q: 3 clusters Score -2.022599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -20225972.000000 Penalty: 5940.934570
	Iteration 132Q: 3 clusters Score -2.022597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127483 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -20225994.000000 Penalty: 5940.934570
	Iteration 133Q: 3 clusters Score -2.022599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127486 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -20225988.000000 Penalty: 5940.934570
	Iteration 134Q: 3 clusters Score -2.022599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127493 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -20225980.000000 Penalty: 5940.934570
	Iteration 135Q: 3 clusters Score -2.022598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127500 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -20225988.000000 Penalty: 5940.934570
	Iteration 136Q: 3 clusters Score -2.022599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127512 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -20225984.000000 Penalty: 5940.934570
	Iteration 137Q: 3 clusters Score -2.022598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127522 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -20225980.000000 Penalty: 5940.934570
	Iteration 138Q: 3 clusters Score -2.022598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127533 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -20225962.000000 Penalty: 5940.934570
	Iteration 139Q: 3 clusters Score -2.022596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127544 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -20225972.000000 Penalty: 5940.934570
	Iteration 140F: 3 clusters Score -2.022597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127557 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -20225972.000000 Penalty: 5940.934570
	Iteration 141Q: 3 clusters Score -2.022597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127572 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -20225960.000000 Penalty: 5940.934570
	Iteration 142Q: 3 clusters Score -2.022596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127583 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -20225962.000000 Penalty: 5940.934570
	Iteration 143Q: 3 clusters Score -2.022596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127600 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -20225968.000000 Penalty: 5940.934570
	Iteration 144Q: 3 clusters Score -2.022597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127616 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -20225958.000000 Penalty: 5940.934570
	Iteration 145Q: 3 clusters Score -2.022596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127639 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -20225978.000000 Penalty: 5940.934570
	Iteration 146Q: 3 clusters Score -2.022598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127658 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -20225966.000000 Penalty: 5940.934570
	Iteration 147Q: 3 clusters Score -2.022597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127669 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -20225944.000000 Penalty: 5940.934570
	Iteration 148Q: 3 clusters Score -2.022594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127681 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -20225946.000000 Penalty: 5940.934570
	Iteration 149Q: 3 clusters Score -2.022595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127686 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -20225948.000000 Penalty: 5940.934570
	Iteration 150Q: 3 clusters Score -2.022595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127693 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -20225960.000000 Penalty: 5940.934570
	Iteration 151Q: 3 clusters Score -2.022596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127700 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -20225950.000000 Penalty: 5940.934570
	Iteration 152Q: 3 clusters Score -2.022595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127706 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -20225932.000000 Penalty: 5940.934570
	Iteration 153Q: 3 clusters Score -2.022593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127710 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -20225944.000000 Penalty: 5940.934570
	Iteration 154Q: 3 clusters Score -2.022594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127716 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -20225956.000000 Penalty: 5940.934570
	Iteration 155Q: 3 clusters Score -2.022596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127725 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -20225962.000000 Penalty: 5940.934570
	Iteration 156Q: 3 clusters Score -2.022596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127733 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -20225932.000000 Penalty: 5940.934570
	Iteration 157Q: 3 clusters Score -2.022593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127744 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -20225936.000000 Penalty: 5940.934570
	Iteration 158Q: 3 clusters Score -2.022594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127750 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -20225938.000000 Penalty: 5940.934570
	Iteration 159Q: 3 clusters Score -2.022594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127756 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -20225930.000000 Penalty: 5940.934570
	Iteration 160F: 3 clusters Score -2.022593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127760 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -20225944.000000 Penalty: 5940.934570
	Iteration 161Q: 3 clusters Score -2.022594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127767 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -20225958.000000 Penalty: 5940.934570
	Iteration 162Q: 3 clusters Score -2.022596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127770 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -20225954.000000 Penalty: 5940.934570
	Iteration 163Q: 3 clusters Score -2.022595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127772 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -20225962.000000 Penalty: 5940.934570
	Iteration 164Q: 3 clusters Score -2.022596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127772 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -20225962.000000 Penalty: 5940.934570
	Iteration 165F: 3 clusters Score -2.022596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72238 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46229 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173246 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 127772 members 
Mstep: Class 10 contains 144378 members 
Mstep: Class 11 contains 11871 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152609 members 
Mstep: Class 15 contains 81839 members 
Mstep: Class 16 contains 9690 members 
Mstep: Class 17 contains 150311 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41495 members 
Mstep: Class 20 contains 72985 members 
Mstep: Class 21 contains 31392 members 
Mstep: Class 22 contains 166016 members 
Entering Unmasked Estep 
Score: -161341744.000000 Penalty: 76770.804688
Splitting cluster 9 changes total score from -161343392.000000 to -161341744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (144378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144378 members 
Entering Unmasked Estep 
Score: -18366170.000000 Penalty: 2946.287109
	Iteration 0F: 2 clusters Score -1.836617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72321 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -18271348.000000 Penalty: 5892.574219
	Iteration 0F: 3 clusters Score -1.827135e+07 nChanged 68869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75686 members 
Mstep: Class 2 contains 68692 members 
Entering Unmasked Estep 
Score: -18311834.000000 Penalty: 5892.574219
	Iteration 1F: 3 clusters Score -1.831183e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77788 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -18312862.000000 Penalty: 5892.574219
	Iteration 2Q: 3 clusters Score -1.831286e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80936 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -18314270.000000 Penalty: 5892.574219
	Iteration 3Q: 3 clusters Score -1.831427e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85520 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -18316606.000000 Penalty: 5892.574219
	Iteration 4Q: 3 clusters Score -1.831661e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91999 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -18320194.000000 Penalty: 5892.574219
	Iteration 5F: 3 clusters Score -1.832019e+07 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100705 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -18325792.000000 Penalty: 5892.574219
	Iteration 6F: 3 clusters Score -1.832579e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111210 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -18334022.000000 Penalty: 5892.574219
	Iteration 7F: 3 clusters Score -1.833402e+07 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122217 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -18344054.000000 Penalty: 5892.574219
	Iteration 8F: 3 clusters Score -1.834405e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131727 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -18353342.000000 Penalty: 5892.574219
	Iteration 9F: 3 clusters Score -1.835334e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138103 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -18359504.000000 Penalty: 5892.574219
	Iteration 10Q: 3 clusters Score -1.83595e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141215 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -18362340.000000 Penalty: 5892.574219
	Iteration 11Q: 3 clusters Score -1.836234e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142485 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -18363346.000000 Penalty: 5892.574219
	Iteration 12Q: 3 clusters Score -1.836335e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142962 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -18363732.000000 Penalty: 5892.574219
	Iteration 13Q: 3 clusters Score -1.836373e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143143 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -18363936.000000 Penalty: 5892.574219
	Iteration 14Q: 3 clusters Score -1.836394e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143220 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -18364064.000000 Penalty: 5892.574219
	Iteration 15Q: 3 clusters Score -1.836406e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143260 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -18364162.000000 Penalty: 5892.574219
	Iteration 16Q: 3 clusters Score -1.836416e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143281 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -18364224.000000 Penalty: 5892.574219
	Iteration 17Q: 3 clusters Score -1.836422e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143288 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -18364252.000000 Penalty: 5892.574219
	Iteration 18Q: 3 clusters Score -1.836425e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143289 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -18364292.000000 Penalty: 5892.574219
	Iteration 19Q: 3 clusters Score -1.836429e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143289 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -18364306.000000 Penalty: 5892.574219
	Iteration 20F: 3 clusters Score -1.836431e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143293 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -18364330.000000 Penalty: 5892.574219
	Iteration 21Q: 3 clusters Score -1.836433e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143290 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -18364328.000000 Penalty: 5892.574219
	Iteration 22Q: 3 clusters Score -1.836433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143282 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -18364322.000000 Penalty: 5892.574219
	Iteration 23Q: 3 clusters Score -1.836432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143280 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -18364330.000000 Penalty: 5892.574219
	Iteration 24Q: 3 clusters Score -1.836433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143279 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -18364328.000000 Penalty: 5892.574219
	Iteration 25Q: 3 clusters Score -1.836433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143281 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -18364338.000000 Penalty: 5892.574219
	Iteration 26Q: 3 clusters Score -1.836434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143284 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -18364336.000000 Penalty: 5892.574219
	Iteration 27Q: 3 clusters Score -1.836434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143284 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -18364328.000000 Penalty: 5892.574219
	Iteration 28Q: 3 clusters Score -1.836433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143282 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -18364352.000000 Penalty: 5892.574219
	Iteration 29Q: 3 clusters Score -1.836435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143284 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -18364352.000000 Penalty: 5892.574219
	Iteration 30Q: 3 clusters Score -1.836435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143285 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -18364354.000000 Penalty: 5892.574219
	Iteration 31Q: 3 clusters Score -1.836435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143285 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -18364352.000000 Penalty: 5892.574219
	Iteration 32Q: 3 clusters Score -1.836435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143285 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -18364344.000000 Penalty: 5892.574219
	Iteration 33Q: 3 clusters Score -1.836434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143286 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -18364346.000000 Penalty: 5892.574219
	Iteration 34Q: 3 clusters Score -1.836435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143288 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -18364336.000000 Penalty: 5892.574219
	Iteration 35Q: 3 clusters Score -1.836434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143288 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -18364344.000000 Penalty: 5892.574219
	Iteration 36Q: 3 clusters Score -1.836434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143288 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -18364344.000000 Penalty: 5892.574219
	Iteration 37F: 3 clusters Score -1.836434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Entering Unmasked Estep 
Score: -1440023.500000 Penalty: 2326.699707
	Iteration 0F: 2 clusters Score -1440024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1431122.625000 Penalty: 4653.399414
	Iteration 0F: 3 clusters Score -1431123 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1433890.625000 Penalty: 4653.399414
	Iteration 1F: 3 clusters Score -1433891 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1434317.000000 Penalty: 4653.399414
	Iteration 2F: 3 clusters Score -1434317 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1434724.500000 Penalty: 4653.399414
	Iteration 3F: 3 clusters Score -1434724 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1435197.500000 Penalty: 4653.399414
	Iteration 4F: 3 clusters Score -1435198 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1435855.500000 Penalty: 4653.399414
	Iteration 5F: 3 clusters Score -1435856 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1436675.125000 Penalty: 4653.399414
	Iteration 6F: 3 clusters Score -1436675 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1437408.625000 Penalty: 4653.399414
	Iteration 7F: 3 clusters Score -1437409 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1437941.250000 Penalty: 4653.399414
	Iteration 8F: 3 clusters Score -1437941 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1438270.500000 Penalty: 4653.399414
	Iteration 9Q: 3 clusters Score -1438270 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1438495.500000 Penalty: 4653.399414
	Iteration 10Q: 3 clusters Score -1438496 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1438625.125000 Penalty: 4653.399414
	Iteration 11Q: 3 clusters Score -1438625 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1438715.000000 Penalty: 4653.399414
	Iteration 12Q: 3 clusters Score -1438715 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1438778.625000 Penalty: 4653.399414
	Iteration 13Q: 3 clusters Score -1438779 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1438822.125000 Penalty: 4653.399414
	Iteration 14Q: 3 clusters Score -1438822 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1438849.125000 Penalty: 4653.399414
	Iteration 15Q: 3 clusters Score -1438849 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1438875.750000 Penalty: 4653.399414
	Iteration 16Q: 3 clusters Score -1438876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1438894.625000 Penalty: 4653.399414
	Iteration 17Q: 3 clusters Score -1438895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1438907.875000 Penalty: 4653.399414
	Iteration 18Q: 3 clusters Score -1438908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1438914.875000 Penalty: 4653.399414
	Iteration 19Q: 3 clusters Score -1438915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1438921.125000 Penalty: 4653.399414
	Iteration 20F: 3 clusters Score -1438921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1438919.250000 Penalty: 4653.399414
	Iteration 21Q: 3 clusters Score -1438919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1438922.750000 Penalty: 4653.399414
	Iteration 22Q: 3 clusters Score -1438923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1438925.875000 Penalty: 4653.399414
	Iteration 23Q: 3 clusters Score -1438926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1438924.625000 Penalty: 4653.399414
	Iteration 24Q: 3 clusters Score -1438925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1438931.500000 Penalty: 4653.399414
	Iteration 25Q: 3 clusters Score -1438932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1438928.750000 Penalty: 4653.399414
	Iteration 26Q: 3 clusters Score -1438929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1438930.125000 Penalty: 4653.399414
	Iteration 27Q: 3 clusters Score -1438930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1438930.500000 Penalty: 4653.399414
	Iteration 28Q: 3 clusters Score -1438930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1438935.000000 Penalty: 4653.399414
	Iteration 29Q: 3 clusters Score -1438935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1438938.125000 Penalty: 4653.399414
	Iteration 30Q: 3 clusters Score -1438938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1438937.125000 Penalty: 4653.399414
	Iteration 31Q: 3 clusters Score -1438937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1438937.125000 Penalty: 4653.399414
	Iteration 32F: 3 clusters Score -1438937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Entering Unmasked Estep 
Score: -518094.375000 Penalty: 2068.374023
	Iteration 0F: 2 clusters Score -518094.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -514090.250000 Penalty: 4136.748047
	Iteration 0F: 3 clusters Score -514090.2 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -515133.937500 Penalty: 4136.748047
	Iteration 1F: 3 clusters Score -515133.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -515420.218750 Penalty: 4136.748047
	Iteration 2F: 3 clusters Score -515420.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -515676.125000 Penalty: 4136.748047
	Iteration 3F: 3 clusters Score -515676.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -515929.062500 Penalty: 4136.748047
	Iteration 4F: 3 clusters Score -515929.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -516273.437500 Penalty: 4136.748047
	Iteration 5F: 3 clusters Score -516273.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -516650.187500 Penalty: 4136.748047
	Iteration 6F: 3 clusters Score -516650.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -517064.312500 Penalty: 4136.748047
	Iteration 7F: 3 clusters Score -517064.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -517549.218750 Penalty: 4136.748047
	Iteration 8F: 3 clusters Score -517549.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -517976.656250 Penalty: 4136.748047
	Iteration 9F: 3 clusters Score -517976.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -518223.500000 Penalty: 4136.748047
	Iteration 10Q: 3 clusters Score -518223.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -518355.812500 Penalty: 4136.748047
	Iteration 11Q: 3 clusters Score -518355.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -518425.906250 Penalty: 4136.748047
	Iteration 12Q: 3 clusters Score -518425.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -518473.531250 Penalty: 4136.748047
	Iteration 13Q: 3 clusters Score -518473.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -518507.468750 Penalty: 4136.748047
	Iteration 14Q: 3 clusters Score -518507.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -518527.781250 Penalty: 4136.748047
	Iteration 15Q: 3 clusters Score -518527.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -518542.625000 Penalty: 4136.748047
	Iteration 16Q: 3 clusters Score -518542.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -518556.875000 Penalty: 4136.748047
	Iteration 17Q: 3 clusters Score -518556.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -518568.718750 Penalty: 4136.748047
	Iteration 18Q: 3 clusters Score -518568.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -518580.906250 Penalty: 4136.748047
	Iteration 19Q: 3 clusters Score -518580.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -518598.406250 Penalty: 4136.748047
	Iteration 20F: 3 clusters Score -518598.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -518613.562500 Penalty: 4136.748047
	Iteration 21Q: 3 clusters Score -518613.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -518621.531250 Penalty: 4136.748047
	Iteration 22Q: 3 clusters Score -518621.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -518625.500000 Penalty: 4136.748047
	Iteration 23Q: 3 clusters Score -518625.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -518628.218750 Penalty: 4136.748047
	Iteration 24Q: 3 clusters Score -518628.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -518632.875000 Penalty: 4136.748047
	Iteration 25Q: 3 clusters Score -518632.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -518637.625000 Penalty: 4136.748047
	Iteration 26Q: 3 clusters Score -518637.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -518648.406250 Penalty: 4136.748047
	Iteration 27Q: 3 clusters Score -518648.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -518652.343750 Penalty: 4136.748047
	Iteration 28Q: 3 clusters Score -518652.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -518654.156250 Penalty: 4136.748047
	Iteration 29Q: 3 clusters Score -518654.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -518655.937500 Penalty: 4136.748047
	Iteration 30Q: 3 clusters Score -518655.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -518656.781250 Penalty: 4136.748047
	Iteration 31Q: 3 clusters Score -518656.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -518658.812500 Penalty: 4136.748047
	Iteration 32Q: 3 clusters Score -518658.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -518660.218750 Penalty: 4136.748047
	Iteration 33Q: 3 clusters Score -518660.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -518659.625000 Penalty: 4136.748047
	Iteration 34Q: 3 clusters Score -518659.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -518659.625000 Penalty: 4136.748047
	Iteration 35F: 3 clusters Score -518659.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72238 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46229 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173246 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159164 members 
Mstep: Class 10 contains 144378 members 
Mstep: Class 11 contains 11871 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152609 members 
Mstep: Class 15 contains 81839 members 
Mstep: Class 16 contains 9690 members 
Mstep: Class 17 contains 150311 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41495 members 
Mstep: Class 20 contains 72985 members 
Mstep: Class 21 contains 2354 members 
Mstep: Class 22 contains 166016 members 
Entering Unmasked Estep 
Score: -161342384.000000 Penalty: 76770.804688
Splitting cluster 12 changes total score from -161343392.000000 to -161342384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -40393.312500 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -40393.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39039.417969 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -39039.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39162.562500 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -39162.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39194.750000 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -39194.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39210.082031 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -39210.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39216.671875 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -39216.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39216.671875 Penalty: 2906.950195
	Iteration 5F: 3 clusters Score -39216.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (152609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152609 members 
Entering Unmasked Estep 
Score: -19572454.000000 Penalty: 2960.037354
	Iteration 0F: 2 clusters Score -1.957245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76084 members 
Mstep: Class 2 contains 76525 members 
Entering Unmasked Estep 
Score: -19474326.000000 Penalty: 5920.074707
	Iteration 0F: 3 clusters Score -1.947433e+07 nChanged 73045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -19517450.000000 Penalty: 5920.074707
	Iteration 1F: 3 clusters Score -1.951745e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 82876 members 
Entering Unmasked Estep 
Score: -19518814.000000 Penalty: 5920.074707
	Iteration 2Q: 3 clusters Score -1.951881e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 87257 members 
Entering Unmasked Estep 
Score: -19520674.000000 Penalty: 5920.074707
	Iteration 3Q: 3 clusters Score -1.952067e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 93822 members 
Entering Unmasked Estep 
Score: -19523912.000000 Penalty: 5920.074707
	Iteration 4F: 3 clusters Score -1.952391e+07 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 103028 members 
Entering Unmasked Estep 
Score: -19529640.000000 Penalty: 5920.074707
	Iteration 5F: 3 clusters Score -1.952964e+07 nChanged 12260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 114782 members 
Entering Unmasked Estep 
Score: -19538726.000000 Penalty: 5920.074707
	Iteration 6F: 3 clusters Score -1.953873e+07 nChanged 12957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 127429 members 
Entering Unmasked Estep 
Score: -19549820.000000 Penalty: 5920.074707
	Iteration 7F: 3 clusters Score -1.954982e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 138121 members 
Entering Unmasked Estep 
Score: -19560038.000000 Penalty: 5920.074707
	Iteration 8F: 3 clusters Score -1.956004e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 144927 members 
Entering Unmasked Estep 
Score: -19566000.000000 Penalty: 5920.074707
	Iteration 9Q: 3 clusters Score -1.9566e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 148441 members 
Entering Unmasked Estep 
Score: -19568774.000000 Penalty: 5920.074707
	Iteration 10Q: 3 clusters Score -1.956877e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 149983 members 
Entering Unmasked Estep 
Score: -19569612.000000 Penalty: 5920.074707
	Iteration 11Q: 3 clusters Score -1.956961e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 150701 members 
Entering Unmasked Estep 
Score: -19570134.000000 Penalty: 5920.074707
	Iteration 12Q: 3 clusters Score -1.957013e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 151007 members 
Entering Unmasked Estep 
Score: -19570320.000000 Penalty: 5920.074707
	Iteration 13Q: 3 clusters Score -1.957032e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 151198 members 
Entering Unmasked Estep 
Score: -19570446.000000 Penalty: 5920.074707
	Iteration 14Q: 3 clusters Score -1.957045e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 151285 members 
Entering Unmasked Estep 
Score: -19570518.000000 Penalty: 5920.074707
	Iteration 15Q: 3 clusters Score -1.957052e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 151364 members 
Entering Unmasked Estep 
Score: -19570570.000000 Penalty: 5920.074707
	Iteration 16Q: 3 clusters Score -1.957057e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 151414 members 
Entering Unmasked Estep 
Score: -19570574.000000 Penalty: 5920.074707
	Iteration 17Q: 3 clusters Score -1.957057e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 151456 members 
Entering Unmasked Estep 
Score: -19570580.000000 Penalty: 5920.074707
	Iteration 18Q: 3 clusters Score -1.957058e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 151476 members 
Entering Unmasked Estep 
Score: -19570618.000000 Penalty: 5920.074707
	Iteration 19Q: 3 clusters Score -1.957062e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 151495 members 
Entering Unmasked Estep 
Score: -19570650.000000 Penalty: 5920.074707
	Iteration 20F: 3 clusters Score -1.957065e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 151510 members 
Entering Unmasked Estep 
Score: -19570634.000000 Penalty: 5920.074707
	Iteration 21Q: 3 clusters Score -1.957063e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 151521 members 
Entering Unmasked Estep 
Score: -19570644.000000 Penalty: 5920.074707
	Iteration 22Q: 3 clusters Score -1.957064e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 151532 members 
Entering Unmasked Estep 
Score: -19570666.000000 Penalty: 5920.074707
	Iteration 23Q: 3 clusters Score -1.957067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 151541 members 
Entering Unmasked Estep 
Score: -19570688.000000 Penalty: 5920.074707
	Iteration 24Q: 3 clusters Score -1.957069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 151546 members 
Entering Unmasked Estep 
Score: -19570678.000000 Penalty: 5920.074707
	Iteration 25Q: 3 clusters Score -1.957068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 151550 members 
Entering Unmasked Estep 
Score: -19570690.000000 Penalty: 5920.074707
	Iteration 26Q: 3 clusters Score -1.957069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 151552 members 
Entering Unmasked Estep 
Score: -19570678.000000 Penalty: 5920.074707
	Iteration 27Q: 3 clusters Score -1.957068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 151552 members 
Entering Unmasked Estep 
Score: -19570688.000000 Penalty: 5920.074707
	Iteration 28Q: 3 clusters Score -1.957069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 151552 members 
Entering Unmasked Estep 
Score: -19570678.000000 Penalty: 5920.074707
	Iteration 29Q: 3 clusters Score -1.957068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 151556 members 
Entering Unmasked Estep 
Score: -19570678.000000 Penalty: 5920.074707
	Iteration 30Q: 3 clusters Score -1.957068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 151558 members 
Entering Unmasked Estep 
Score: -19570684.000000 Penalty: 5920.074707
	Iteration 31Q: 3 clusters Score -1.957068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 151564 members 
Entering Unmasked Estep 
Score: -19570666.000000 Penalty: 5920.074707
	Iteration 32Q: 3 clusters Score -1.957067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 151569 members 
Entering Unmasked Estep 
Score: -19570664.000000 Penalty: 5920.074707
	Iteration 33Q: 3 clusters Score -1.957066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 151574 members 
Entering Unmasked Estep 
Score: -19570662.000000 Penalty: 5920.074707
	Iteration 34Q: 3 clusters Score -1.957066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 151573 members 
Entering Unmasked Estep 
Score: -19570662.000000 Penalty: 5920.074707
	Iteration 35Q: 3 clusters Score -1.957066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 151574 members 
Entering Unmasked Estep 
Score: -19570664.000000 Penalty: 5920.074707
	Iteration 36Q: 3 clusters Score -1.957066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 151575 members 
Entering Unmasked Estep 
Score: -19570662.000000 Penalty: 5920.074707
	Iteration 37Q: 3 clusters Score -1.957066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 151578 members 
Entering Unmasked Estep 
Score: -19570666.000000 Penalty: 5920.074707
	Iteration 38Q: 3 clusters Score -1.957067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 151579 members 
Entering Unmasked Estep 
Score: -19570670.000000 Penalty: 5920.074707
	Iteration 39Q: 3 clusters Score -1.957067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 151580 members 
Entering Unmasked Estep 
Score: -19570666.000000 Penalty: 5920.074707
	Iteration 40F: 3 clusters Score -1.957067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (81839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81839 members 
Entering Unmasked Estep 
Score: -10156696.000000 Penalty: 2805.502441
	Iteration 0F: 2 clusters Score -1.01567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -10101783.000000 Penalty: 5611.004883
	Iteration 0F: 3 clusters Score -1.010178e+07 nChanged 38484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -10123486.000000 Penalty: 5611.004883
	Iteration 1F: 3 clusters Score -1.012349e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -10124353.000000 Penalty: 5611.004883
	Iteration 2Q: 3 clusters Score -1.012435e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -10125549.000000 Penalty: 5611.004883
	Iteration 3Q: 3 clusters Score -1.012555e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50785 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -10127397.000000 Penalty: 5611.004883
	Iteration 4Q: 3 clusters Score -1.01274e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -10130382.000000 Penalty: 5611.004883
	Iteration 5F: 3 clusters Score -1.013038e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -10135121.000000 Penalty: 5611.004883
	Iteration 6F: 3 clusters Score -1.013512e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68346 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -10141482.000000 Penalty: 5611.004883
	Iteration 7F: 3 clusters Score -1.014148e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -10147527.000000 Penalty: 5611.004883
	Iteration 8F: 3 clusters Score -1.014753e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78401 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -10151409.000000 Penalty: 5611.004883
	Iteration 9Q: 3 clusters Score -1.015141e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80341 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -10153185.000000 Penalty: 5611.004883
	Iteration 10Q: 3 clusters Score -1.015318e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10153803.000000 Penalty: 5611.004883
	Iteration 11Q: 3 clusters Score -1.01538e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10154038.000000 Penalty: 5611.004883
	Iteration 12Q: 3 clusters Score -1.015404e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10154142.000000 Penalty: 5611.004883
	Iteration 13Q: 3 clusters Score -1.015414e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10154191.000000 Penalty: 5611.004883
	Iteration 14Q: 3 clusters Score -1.015419e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81506 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10154210.000000 Penalty: 5611.004883
	Iteration 15Q: 3 clusters Score -1.015421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81522 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10154233.000000 Penalty: 5611.004883
	Iteration 16Q: 3 clusters Score -1.015423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81530 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10154265.000000 Penalty: 5611.004883
	Iteration 17Q: 3 clusters Score -1.015426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81532 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10154274.000000 Penalty: 5611.004883
	Iteration 18Q: 3 clusters Score -1.015427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -10154274.000000 Penalty: 5611.004883
	Iteration 19Q: 3 clusters Score -1.015427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10154279.000000 Penalty: 5611.004883
	Iteration 20F: 3 clusters Score -1.015428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10154285.000000 Penalty: 5611.004883
	Iteration 21Q: 3 clusters Score -1.015428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10154282.000000 Penalty: 5611.004883
	Iteration 22Q: 3 clusters Score -1.015428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10154284.000000 Penalty: 5611.004883
	Iteration 23Q: 3 clusters Score -1.015428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10154275.000000 Penalty: 5611.004883
	Iteration 24Q: 3 clusters Score -1.015428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10154275.000000 Penalty: 5611.004883
	Iteration 25F: 3 clusters Score -1.015428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Entering Unmasked Estep 
Score: -1171397.750000 Penalty: 2276.354736
	Iteration 0F: 2 clusters Score -1171398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1163916.500000 Penalty: 4552.709473
	Iteration 0F: 3 clusters Score -1163916 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1166434.375000 Penalty: 4552.709473
	Iteration 1F: 3 clusters Score -1166434 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1167406.375000 Penalty: 4552.709473
	Iteration 2F: 3 clusters Score -1167406 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1168443.000000 Penalty: 4552.709473
	Iteration 3F: 3 clusters Score -1168443 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1169213.625000 Penalty: 4552.709473
	Iteration 4F: 3 clusters Score -1169214 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1169666.625000 Penalty: 4552.709473
	Iteration 5F: 3 clusters Score -1169667 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1169941.375000 Penalty: 4552.709473
	Iteration 6Q: 3 clusters Score -1169941 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1170096.500000 Penalty: 4552.709473
	Iteration 7Q: 3 clusters Score -1170096 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1170196.500000 Penalty: 4552.709473
	Iteration 8Q: 3 clusters Score -1170196 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1170269.250000 Penalty: 4552.709473
	Iteration 9Q: 3 clusters Score -1170269 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1170336.375000 Penalty: 4552.709473
	Iteration 10Q: 3 clusters Score -1170336 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1170382.750000 Penalty: 4552.709473
	Iteration 11Q: 3 clusters Score -1170383 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1170419.500000 Penalty: 4552.709473
	Iteration 12Q: 3 clusters Score -1170420 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1170450.250000 Penalty: 4552.709473
	Iteration 13Q: 3 clusters Score -1170450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1170470.625000 Penalty: 4552.709473
	Iteration 14Q: 3 clusters Score -1170471 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1170494.125000 Penalty: 4552.709473
	Iteration 15Q: 3 clusters Score -1170494 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1170510.500000 Penalty: 4552.709473
	Iteration 16Q: 3 clusters Score -1170510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1170525.625000 Penalty: 4552.709473
	Iteration 17Q: 3 clusters Score -1170526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1170537.500000 Penalty: 4552.709473
	Iteration 18Q: 3 clusters Score -1170538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1170549.875000 Penalty: 4552.709473
	Iteration 19Q: 3 clusters Score -1170550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1170558.125000 Penalty: 4552.709473
	Iteration 20F: 3 clusters Score -1170558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1170565.500000 Penalty: 4552.709473
	Iteration 21Q: 3 clusters Score -1170566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1170571.750000 Penalty: 4552.709473
	Iteration 22Q: 3 clusters Score -1170572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1170580.500000 Penalty: 4552.709473
	Iteration 23Q: 3 clusters Score -1170580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1170582.875000 Penalty: 4552.709473
	Iteration 24Q: 3 clusters Score -1170583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1170589.000000 Penalty: 4552.709473
	Iteration 25Q: 3 clusters Score -1170589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1170593.625000 Penalty: 4552.709473
	Iteration 26Q: 3 clusters Score -1170594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1170598.625000 Penalty: 4552.709473
	Iteration 27Q: 3 clusters Score -1170599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1170601.500000 Penalty: 4552.709473
	Iteration 28Q: 3 clusters Score -1170602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1170601.250000 Penalty: 4552.709473
	Iteration 29Q: 3 clusters Score -1170601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1170603.500000 Penalty: 4552.709473
	Iteration 30Q: 3 clusters Score -1170604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1170604.250000 Penalty: 4552.709473
	Iteration 31Q: 3 clusters Score -1170604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1170604.625000 Penalty: 4552.709473
	Iteration 32Q: 3 clusters Score -1170605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1170608.625000 Penalty: 4552.709473
	Iteration 33Q: 3 clusters Score -1170609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1170608.625000 Penalty: 4552.709473
	Iteration 34Q: 3 clusters Score -1170609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1170607.875000 Penalty: 4552.709473
	Iteration 35Q: 3 clusters Score -1170608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1170607.250000 Penalty: 4552.709473
	Iteration 36Q: 3 clusters Score -1170607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1170607.750000 Penalty: 4552.709473
	Iteration 37Q: 3 clusters Score -1170608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1170609.500000 Penalty: 4552.709473
	Iteration 38Q: 3 clusters Score -1170610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1170609.875000 Penalty: 4552.709473
	Iteration 39Q: 3 clusters Score -1170610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1170613.125000 Penalty: 4552.709473
	Iteration 40F: 3 clusters Score -1170613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1170618.875000 Penalty: 4552.709473
	Iteration 41Q: 3 clusters Score -1170619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1170622.875000 Penalty: 4552.709473
	Iteration 42Q: 3 clusters Score -1170623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1170622.125000 Penalty: 4552.709473
	Iteration 43Q: 3 clusters Score -1170622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1170627.125000 Penalty: 4552.709473
	Iteration 44Q: 3 clusters Score -1170627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1170630.750000 Penalty: 4552.709473
	Iteration 45Q: 3 clusters Score -1170631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1170634.750000 Penalty: 4552.709473
	Iteration 46Q: 3 clusters Score -1170635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1170636.125000 Penalty: 4552.709473
	Iteration 47Q: 3 clusters Score -1170636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1170638.250000 Penalty: 4552.709473
	Iteration 48Q: 3 clusters Score -1170638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1170639.875000 Penalty: 4552.709473
	Iteration 49Q: 3 clusters Score -1170640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1170641.125000 Penalty: 4552.709473
	Iteration 50Q: 3 clusters Score -1170641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1170639.750000 Penalty: 4552.709473
	Iteration 51Q: 3 clusters Score -1170640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1170640.375000 Penalty: 4552.709473
	Iteration 52Q: 3 clusters Score -1170640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1170641.375000 Penalty: 4552.709473
	Iteration 53Q: 3 clusters Score -1170641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1170640.625000 Penalty: 4552.709473
	Iteration 54Q: 3 clusters Score -1170641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1170641.750000 Penalty: 4552.709473
	Iteration 55Q: 3 clusters Score -1170642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1170641.750000 Penalty: 4552.709473
	Iteration 56F: 3 clusters Score -1170642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (150311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150311 members 
Entering Unmasked Estep 
Score: -19363224.000000 Penalty: 2956.274414
	Iteration 0F: 2 clusters Score -1.936322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -19267786.000000 Penalty: 5912.548828
	Iteration 0F: 3 clusters Score -1.926779e+07 nChanged 71631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76042 members 
Mstep: Class 2 contains 74269 members 
Entering Unmasked Estep 
Score: -19309226.000000 Penalty: 5912.548828
	Iteration 1F: 3 clusters Score -1.930923e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76872 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -19310098.000000 Penalty: 5912.548828
	Iteration 2Q: 3 clusters Score -1.93101e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78119 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
Score: -19310904.000000 Penalty: 5912.548828
	Iteration 3Q: 3 clusters Score -1.93109e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -19312142.000000 Penalty: 5912.548828
	Iteration 4Q: 3 clusters Score -1.931214e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82900 members 
Mstep: Class 2 contains 67411 members 
Entering Unmasked Estep 
Score: -19313484.000000 Penalty: 5912.548828
	Iteration 5Q: 3 clusters Score -1.931348e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -19315434.000000 Penalty: 5912.548828
	Iteration 6Q: 3 clusters Score -1.931543e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92547 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -19318860.000000 Penalty: 5912.548828
	Iteration 7Q: 3 clusters Score -1.931886e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99702 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -19324158.000000 Penalty: 5912.548828
	Iteration 8F: 3 clusters Score -1.932416e+07 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107678 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -19331212.000000 Penalty: 5912.548828
	Iteration 9F: 3 clusters Score -1.933121e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114854 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -19338488.000000 Penalty: 5912.548828
	Iteration 10F: 3 clusters Score -1.933849e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120039 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -19343958.000000 Penalty: 5912.548828
	Iteration 11Q: 3 clusters Score -1.934396e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123437 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -19347218.000000 Penalty: 5912.548828
	Iteration 12Q: 3 clusters Score -1.934722e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126126 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -19348956.000000 Penalty: 5912.548828
	Iteration 13Q: 3 clusters Score -1.934896e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128490 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -19350136.000000 Penalty: 5912.548828
	Iteration 14Q: 3 clusters Score -1.935014e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130696 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -19351164.000000 Penalty: 5912.548828
	Iteration 15Q: 3 clusters Score -1.935116e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132756 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -19352256.000000 Penalty: 5912.548828
	Iteration 16Q: 3 clusters Score -1.935226e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134675 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -19353302.000000 Penalty: 5912.548828
	Iteration 17Q: 3 clusters Score -1.93533e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136490 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -19354342.000000 Penalty: 5912.548828
	Iteration 18Q: 3 clusters Score -1.935434e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138155 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -19355296.000000 Penalty: 5912.548828
	Iteration 19Q: 3 clusters Score -1.93553e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139649 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -19356258.000000 Penalty: 5912.548828
	Iteration 20F: 3 clusters Score -1.935626e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140972 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -19356926.000000 Penalty: 5912.548828
	Iteration 21Q: 3 clusters Score -1.935693e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142192 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -19357594.000000 Penalty: 5912.548828
	Iteration 22Q: 3 clusters Score -1.935759e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143242 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -19358060.000000 Penalty: 5912.548828
	Iteration 23Q: 3 clusters Score -1.935806e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144131 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -19358496.000000 Penalty: 5912.548828
	Iteration 24Q: 3 clusters Score -1.93585e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144862 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -19358830.000000 Penalty: 5912.548828
	Iteration 25Q: 3 clusters Score -1.935883e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145542 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -19359144.000000 Penalty: 5912.548828
	Iteration 26Q: 3 clusters Score -1.935914e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146130 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -19359490.000000 Penalty: 5912.548828
	Iteration 27Q: 3 clusters Score -1.935949e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146623 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -19359764.000000 Penalty: 5912.548828
	Iteration 28Q: 3 clusters Score -1.935976e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146976 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -19359904.000000 Penalty: 5912.548828
	Iteration 29Q: 3 clusters Score -1.93599e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147260 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -19360088.000000 Penalty: 5912.548828
	Iteration 30Q: 3 clusters Score -1.936009e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147496 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -19360080.000000 Penalty: 5912.548828
	Iteration 31Q: 3 clusters Score -1.936008e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147713 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -19360192.000000 Penalty: 5912.548828
	Iteration 32Q: 3 clusters Score -1.936019e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147884 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -19360288.000000 Penalty: 5912.548828
	Iteration 33Q: 3 clusters Score -1.936029e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148036 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -19360362.000000 Penalty: 5912.548828
	Iteration 34Q: 3 clusters Score -1.936036e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148150 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -19360416.000000 Penalty: 5912.548828
	Iteration 35Q: 3 clusters Score -1.936042e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148265 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -19360486.000000 Penalty: 5912.548828
	Iteration 36Q: 3 clusters Score -1.936049e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148365 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -19360510.000000 Penalty: 5912.548828
	Iteration 37Q: 3 clusters Score -1.936051e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148437 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -19360492.000000 Penalty: 5912.548828
	Iteration 38Q: 3 clusters Score -1.936049e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148502 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -19360540.000000 Penalty: 5912.548828
	Iteration 39Q: 3 clusters Score -1.936054e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148569 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -19360602.000000 Penalty: 5912.548828
	Iteration 40F: 3 clusters Score -1.93606e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148631 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -19360654.000000 Penalty: 5912.548828
	Iteration 41Q: 3 clusters Score -1.936065e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148675 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -19360654.000000 Penalty: 5912.548828
	Iteration 42Q: 3 clusters Score -1.936065e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148708 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -19360692.000000 Penalty: 5912.548828
	Iteration 43Q: 3 clusters Score -1.936069e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148740 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -19360722.000000 Penalty: 5912.548828
	Iteration 44Q: 3 clusters Score -1.936072e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148768 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -19360730.000000 Penalty: 5912.548828
	Iteration 45Q: 3 clusters Score -1.936073e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148791 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -19360740.000000 Penalty: 5912.548828
	Iteration 46Q: 3 clusters Score -1.936074e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148822 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -19360732.000000 Penalty: 5912.548828
	Iteration 47Q: 3 clusters Score -1.936073e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148844 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -19360728.000000 Penalty: 5912.548828
	Iteration 48Q: 3 clusters Score -1.936073e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148871 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -19360734.000000 Penalty: 5912.548828
	Iteration 49Q: 3 clusters Score -1.936073e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148890 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -19360754.000000 Penalty: 5912.548828
	Iteration 50Q: 3 clusters Score -1.936075e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148913 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -19360754.000000 Penalty: 5912.548828
	Iteration 51Q: 3 clusters Score -1.936075e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148934 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -19360780.000000 Penalty: 5912.548828
	Iteration 52Q: 3 clusters Score -1.936078e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148955 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -19360802.000000 Penalty: 5912.548828
	Iteration 53Q: 3 clusters Score -1.93608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148969 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -19360792.000000 Penalty: 5912.548828
	Iteration 54Q: 3 clusters Score -1.936079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148986 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -19360810.000000 Penalty: 5912.548828
	Iteration 55Q: 3 clusters Score -1.936081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149004 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -19360830.000000 Penalty: 5912.548828
	Iteration 56Q: 3 clusters Score -1.936083e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149019 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -19360846.000000 Penalty: 5912.548828
	Iteration 57Q: 3 clusters Score -1.936085e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149033 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -19360858.000000 Penalty: 5912.548828
	Iteration 58Q: 3 clusters Score -1.936086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149048 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -19360852.000000 Penalty: 5912.548828
	Iteration 59Q: 3 clusters Score -1.936085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149062 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -19360842.000000 Penalty: 5912.548828
	Iteration 60F: 3 clusters Score -1.936084e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149075 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -19360862.000000 Penalty: 5912.548828
	Iteration 61Q: 3 clusters Score -1.936086e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149086 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -19360874.000000 Penalty: 5912.548828
	Iteration 62Q: 3 clusters Score -1.936087e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149100 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -19360882.000000 Penalty: 5912.548828
	Iteration 63Q: 3 clusters Score -1.936088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149108 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -19360890.000000 Penalty: 5912.548828
	Iteration 64Q: 3 clusters Score -1.936089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149116 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -19360902.000000 Penalty: 5912.548828
	Iteration 65Q: 3 clusters Score -1.93609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149125 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -19360886.000000 Penalty: 5912.548828
	Iteration 66Q: 3 clusters Score -1.936089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149135 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -19360872.000000 Penalty: 5912.548828
	Iteration 67Q: 3 clusters Score -1.936087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149140 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -19360886.000000 Penalty: 5912.548828
	Iteration 68Q: 3 clusters Score -1.936089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149147 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -19360902.000000 Penalty: 5912.548828
	Iteration 69Q: 3 clusters Score -1.93609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149155 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -19360912.000000 Penalty: 5912.548828
	Iteration 70Q: 3 clusters Score -1.936091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149159 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -19360910.000000 Penalty: 5912.548828
	Iteration 71Q: 3 clusters Score -1.936091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149160 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -19360920.000000 Penalty: 5912.548828
	Iteration 72Q: 3 clusters Score -1.936092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149163 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -19360920.000000 Penalty: 5912.548828
	Iteration 73Q: 3 clusters Score -1.936092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149165 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -19360914.000000 Penalty: 5912.548828
	Iteration 74Q: 3 clusters Score -1.936091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149169 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -19360904.000000 Penalty: 5912.548828
	Iteration 75Q: 3 clusters Score -1.93609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149173 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -19360908.000000 Penalty: 5912.548828
	Iteration 76Q: 3 clusters Score -1.936091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149177 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -19360912.000000 Penalty: 5912.548828
	Iteration 77Q: 3 clusters Score -1.936091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149179 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -19360922.000000 Penalty: 5912.548828
	Iteration 78Q: 3 clusters Score -1.936092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149180 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -19360926.000000 Penalty: 5912.548828
	Iteration 79Q: 3 clusters Score -1.936093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149180 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -19360926.000000 Penalty: 5912.548828
	Iteration 80F: 3 clusters Score -1.936093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -38932.289062 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -38932.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37607.222656 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -37607.22 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38065.511719 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -38065.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38428.289062 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -38428.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38854.441406 Penalty: 2992.410889
	Iteration 3F: 3 clusters Score -38854.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39012.519531 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -39012.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39054.722656 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -39054.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39189.285156 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -39189.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39341.527344 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -39341.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39532.398438 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -39532.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39621.062500 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -39621.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39624.414062 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -39624.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39624.414062 Penalty: 2992.410889
	Iteration 11F: 3 clusters Score -39624.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72238 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46229 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173246 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159164 members 
Mstep: Class 10 contains 144378 members 
Mstep: Class 11 contains 11871 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152609 members 
Mstep: Class 15 contains 81839 members 
Mstep: Class 16 contains 9690 members 
Mstep: Class 17 contains 150311 members 
Mstep: Class 18 contains 261 members 
Mstep: Class 19 contains 41495 members 
Mstep: Class 20 contains 72985 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 166016 members 
Entering Unmasked Estep 
Score: -161342032.000000 Penalty: 76770.804688
Splitting cluster 18 changes total score from -161343392.000000 to -161342032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (41495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Entering Unmasked Estep 
Score: -5302082.000000 Penalty: 2637.065430
	Iteration 0F: 2 clusters Score -5302082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -5273944.500000 Penalty: 5274.130859
	Iteration 0F: 3 clusters Score -5273944 nChanged 19003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -5284709.500000 Penalty: 5274.130859
	Iteration 1F: 3 clusters Score -5284710 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -5285386.500000 Penalty: 5274.130859
	Iteration 2Q: 3 clusters Score -5285386 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -5286105.000000 Penalty: 5274.130859
	Iteration 3Q: 3 clusters Score -5286105 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -5287047.000000 Penalty: 5274.130859
	Iteration 4Q: 3 clusters Score -5287047 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -5288350.500000 Penalty: 5274.130859
	Iteration 5F: 3 clusters Score -5288350 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -5290070.500000 Penalty: 5274.130859
	Iteration 6F: 3 clusters Score -5290070 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -5292010.000000 Penalty: 5274.130859
	Iteration 7F: 3 clusters Score -5292010 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -5293895.500000 Penalty: 5274.130859
	Iteration 8F: 3 clusters Score -5293896 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -5295371.500000 Penalty: 5274.130859
	Iteration 9Q: 3 clusters Score -5295372 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -5296341.500000 Penalty: 5274.130859
	Iteration 10Q: 3 clusters Score -5296342 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -5296910.500000 Penalty: 5274.130859
	Iteration 11Q: 3 clusters Score -5296910 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -5297368.500000 Penalty: 5274.130859
	Iteration 12Q: 3 clusters Score -5297368 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -5297741.000000 Penalty: 5274.130859
	Iteration 13Q: 3 clusters Score -5297741 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -5298020.500000 Penalty: 5274.130859
	Iteration 14Q: 3 clusters Score -5298020 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -5298233.000000 Penalty: 5274.130859
	Iteration 15Q: 3 clusters Score -5298233 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -5298421.500000 Penalty: 5274.130859
	Iteration 16Q: 3 clusters Score -5298422 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -5298621.500000 Penalty: 5274.130859
	Iteration 17Q: 3 clusters Score -5298622 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -5298745.000000 Penalty: 5274.130859
	Iteration 18Q: 3 clusters Score -5298745 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -5298862.000000 Penalty: 5274.130859
	Iteration 19Q: 3 clusters Score -5298862 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -5298991.500000 Penalty: 5274.130859
	Iteration 20F: 3 clusters Score -5298992 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -5299095.500000 Penalty: 5274.130859
	Iteration 21Q: 3 clusters Score -5299096 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -5299190.500000 Penalty: 5274.130859
	Iteration 22Q: 3 clusters Score -5299190 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -5299290.500000 Penalty: 5274.130859
	Iteration 23Q: 3 clusters Score -5299290 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -5299355.000000 Penalty: 5274.130859
	Iteration 24Q: 3 clusters Score -5299355 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -5299406.000000 Penalty: 5274.130859
	Iteration 25Q: 3 clusters Score -5299406 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -5299448.500000 Penalty: 5274.130859
	Iteration 26Q: 3 clusters Score -5299448 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -5299485.500000 Penalty: 5274.130859
	Iteration 27Q: 3 clusters Score -5299486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -5299517.000000 Penalty: 5274.130859
	Iteration 28Q: 3 clusters Score -5299517 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -5299547.000000 Penalty: 5274.130859
	Iteration 29Q: 3 clusters Score -5299547 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -5299585.500000 Penalty: 5274.130859
	Iteration 30Q: 3 clusters Score -5299586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -5299614.500000 Penalty: 5274.130859
	Iteration 31Q: 3 clusters Score -5299614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -5299652.000000 Penalty: 5274.130859
	Iteration 32Q: 3 clusters Score -5299652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -5299662.000000 Penalty: 5274.130859
	Iteration 33Q: 3 clusters Score -5299662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -5299670.000000 Penalty: 5274.130859
	Iteration 34Q: 3 clusters Score -5299670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -5299676.000000 Penalty: 5274.130859
	Iteration 35Q: 3 clusters Score -5299676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -5299684.000000 Penalty: 5274.130859
	Iteration 36Q: 3 clusters Score -5299684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -5299697.000000 Penalty: 5274.130859
	Iteration 37Q: 3 clusters Score -5299697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -5299716.500000 Penalty: 5274.130859
	Iteration 38Q: 3 clusters Score -5299716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -5299724.000000 Penalty: 5274.130859
	Iteration 39Q: 3 clusters Score -5299724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -5299726.000000 Penalty: 5274.130859
	Iteration 40F: 3 clusters Score -5299726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -5299736.000000 Penalty: 5274.130859
	Iteration 41Q: 3 clusters Score -5299736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -5299734.000000 Penalty: 5274.130859
	Iteration 42Q: 3 clusters Score -5299734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -5299740.000000 Penalty: 5274.130859
	Iteration 43Q: 3 clusters Score -5299740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -5299748.500000 Penalty: 5274.130859
	Iteration 44Q: 3 clusters Score -5299748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -5299751.000000 Penalty: 5274.130859
	Iteration 45Q: 3 clusters Score -5299751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -5299754.000000 Penalty: 5274.130859
	Iteration 46Q: 3 clusters Score -5299754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -5299762.000000 Penalty: 5274.130859
	Iteration 47Q: 3 clusters Score -5299762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -5299764.000000 Penalty: 5274.130859
	Iteration 48Q: 3 clusters Score -5299764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -5299768.500000 Penalty: 5274.130859
	Iteration 49Q: 3 clusters Score -5299768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -5299772.500000 Penalty: 5274.130859
	Iteration 50Q: 3 clusters Score -5299772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -5299774.500000 Penalty: 5274.130859
	Iteration 51Q: 3 clusters Score -5299774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -5299770.500000 Penalty: 5274.130859
	Iteration 52Q: 3 clusters Score -5299770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -5299770.500000 Penalty: 5274.130859
	Iteration 53F: 3 clusters Score -5299770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Entering Unmasked Estep 
Score: -9349868.000000 Penalty: 2777.106445
	Iteration 0F: 2 clusters Score -9349868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -9300913.000000 Penalty: 5554.212891
	Iteration 0F: 3 clusters Score -9300913 nChanged 34251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -9320276.000000 Penalty: 5554.212891
	Iteration 1F: 3 clusters Score -9320276 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -9320926.000000 Penalty: 5554.212891
	Iteration 2Q: 3 clusters Score -9320926 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -9321877.000000 Penalty: 5554.212891
	Iteration 3Q: 3 clusters Score -9321877 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -9323086.000000 Penalty: 5554.212891
	Iteration 4Q: 3 clusters Score -9323086 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -9325327.000000 Penalty: 5554.212891
	Iteration 5F: 3 clusters Score -9325327 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -9328959.000000 Penalty: 5554.212891
	Iteration 6F: 3 clusters Score -9328959 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -9334015.000000 Penalty: 5554.212891
	Iteration 7F: 3 clusters Score -9334015 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -9339585.000000 Penalty: 5554.212891
	Iteration 8F: 3 clusters Score -9339585 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68801 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -9343633.000000 Penalty: 5554.212891
	Iteration 9F: 3 clusters Score -9343633 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -9345777.000000 Penalty: 5554.212891
	Iteration 10Q: 3 clusters Score -9345777 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72065 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9346690.000000 Penalty: 5554.212891
	Iteration 11Q: 3 clusters Score -9346690 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9347005.000000 Penalty: 5554.212891
	Iteration 12Q: 3 clusters Score -9347005 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72558 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9347172.000000 Penalty: 5554.212891
	Iteration 13Q: 3 clusters Score -9347172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72612 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9347242.000000 Penalty: 5554.212891
	Iteration 14Q: 3 clusters Score -9347242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9347287.000000 Penalty: 5554.212891
	Iteration 15Q: 3 clusters Score -9347287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9347338.000000 Penalty: 5554.212891
	Iteration 16Q: 3 clusters Score -9347338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72677 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9347371.000000 Penalty: 5554.212891
	Iteration 17Q: 3 clusters Score -9347371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9347386.000000 Penalty: 5554.212891
	Iteration 18Q: 3 clusters Score -9347386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9347395.000000 Penalty: 5554.212891
	Iteration 19Q: 3 clusters Score -9347395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9347402.000000 Penalty: 5554.212891
	Iteration 20F: 3 clusters Score -9347402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72686 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9347399.000000 Penalty: 5554.212891
	Iteration 21Q: 3 clusters Score -9347399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9347407.000000 Penalty: 5554.212891
	Iteration 22Q: 3 clusters Score -9347407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9347414.000000 Penalty: 5554.212891
	Iteration 23Q: 3 clusters Score -9347414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9347417.000000 Penalty: 5554.212891
	Iteration 24Q: 3 clusters Score -9347417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9347421.000000 Penalty: 5554.212891
	Iteration 25Q: 3 clusters Score -9347421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72697 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9347432.000000 Penalty: 5554.212891
	Iteration 26Q: 3 clusters Score -9347432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9347449.000000 Penalty: 5554.212891
	Iteration 27Q: 3 clusters Score -9347449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72703 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9347452.000000 Penalty: 5554.212891
	Iteration 28Q: 3 clusters Score -9347452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9347457.000000 Penalty: 5554.212891
	Iteration 29Q: 3 clusters Score -9347457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72709 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9347463.000000 Penalty: 5554.212891
	Iteration 30Q: 3 clusters Score -9347463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9347475.000000 Penalty: 5554.212891
	Iteration 31Q: 3 clusters Score -9347475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9347482.000000 Penalty: 5554.212891
	Iteration 32Q: 3 clusters Score -9347482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9347486.000000 Penalty: 5554.212891
	Iteration 33Q: 3 clusters Score -9347486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72723 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9347492.000000 Penalty: 5554.212891
	Iteration 34Q: 3 clusters Score -9347492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72724 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9347490.000000 Penalty: 5554.212891
	Iteration 35Q: 3 clusters Score -9347490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9347496.000000 Penalty: 5554.212891
	Iteration 36Q: 3 clusters Score -9347496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9347491.000000 Penalty: 5554.212891
	Iteration 37Q: 3 clusters Score -9347491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9347491.000000 Penalty: 5554.212891
	Iteration 38F: 3 clusters Score -9347491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (166016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166016 members 
Entering Unmasked Estep 
Score: -21085324.000000 Penalty: 2980.920166
	Iteration 0F: 2 clusters Score -2.108532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83064 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -20975298.000000 Penalty: 5961.840332
	Iteration 0F: 3 clusters Score -2.09753e+07 nChanged 79413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 83421 members 
Entering Unmasked Estep 
Score: -21022718.000000 Penalty: 5961.840332
	Iteration 1F: 3 clusters Score -2.102272e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82103 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -21024656.000000 Penalty: 5961.840332
	Iteration 2Q: 3 clusters Score -2.102466e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81344 members 
Mstep: Class 2 contains 84672 members 
Entering Unmasked Estep 
Score: -21027836.000000 Penalty: 5961.840332
	Iteration 3Q: 3 clusters Score -2.102784e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 85754 members 
Entering Unmasked Estep 
Score: -21032586.000000 Penalty: 5961.840332
	Iteration 4F: 3 clusters Score -2.103259e+07 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78417 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -21038524.000000 Penalty: 5961.840332
	Iteration 5F: 3 clusters Score -2.103852e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
Score: -21046220.000000 Penalty: 5961.840332
	Iteration 6F: 3 clusters Score -2.104622e+07 nChanged 11429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72439 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -21054082.000000 Penalty: 5961.840332
	Iteration 7F: 3 clusters Score -2.105408e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69491 members 
Mstep: Class 2 contains 96525 members 
Entering Unmasked Estep 
Score: -21060592.000000 Penalty: 5961.840332
	Iteration 8F: 3 clusters Score -2.106059e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 98937 members 
Entering Unmasked Estep 
Score: -21064272.000000 Penalty: 5961.840332
	Iteration 9Q: 3 clusters Score -2.106427e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 101073 members 
Entering Unmasked Estep 
Score: -21066116.000000 Penalty: 5961.840332
	Iteration 10Q: 3 clusters Score -2.106612e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 103081 members 
Entering Unmasked Estep 
Score: -21067462.000000 Penalty: 5961.840332
	Iteration 11Q: 3 clusters Score -2.106746e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 105046 members 
Entering Unmasked Estep 
Score: -21068180.000000 Penalty: 5961.840332
	Iteration 12Q: 3 clusters Score -2.106818e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 107045 members 
Entering Unmasked Estep 
Score: -21069280.000000 Penalty: 5961.840332
	Iteration 13Q: 3 clusters Score -2.106928e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 109051 members 
Entering Unmasked Estep 
Score: -21070050.000000 Penalty: 5961.840332
	Iteration 14Q: 3 clusters Score -2.107005e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 110990 members 
Entering Unmasked Estep 
Score: -21070708.000000 Penalty: 5961.840332
	Iteration 15Q: 3 clusters Score -2.107071e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 112922 members 
Entering Unmasked Estep 
Score: -21071414.000000 Penalty: 5961.840332
	Iteration 16Q: 3 clusters Score -2.107141e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 114840 members 
Entering Unmasked Estep 
Score: -21072098.000000 Penalty: 5961.840332
	Iteration 17Q: 3 clusters Score -2.10721e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 116684 members 
Entering Unmasked Estep 
Score: -21072506.000000 Penalty: 5961.840332
	Iteration 18Q: 3 clusters Score -2.107251e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 118501 members 
Entering Unmasked Estep 
Score: -21073076.000000 Penalty: 5961.840332
	Iteration 19Q: 3 clusters Score -2.107308e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 120249 members 
Entering Unmasked Estep 
Score: -21073546.000000 Penalty: 5961.840332
	Iteration 20F: 3 clusters Score -2.107355e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 121987 members 
Entering Unmasked Estep 
Score: -21073898.000000 Penalty: 5961.840332
	Iteration 21Q: 3 clusters Score -2.10739e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 123813 members 
Entering Unmasked Estep 
Score: -21074286.000000 Penalty: 5961.840332
	Iteration 22Q: 3 clusters Score -2.107429e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 125617 members 
Entering Unmasked Estep 
Score: -21074708.000000 Penalty: 5961.840332
	Iteration 23Q: 3 clusters Score -2.107471e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 127461 members 
Entering Unmasked Estep 
Score: -21075204.000000 Penalty: 5961.840332
	Iteration 24Q: 3 clusters Score -2.10752e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 129273 members 
Entering Unmasked Estep 
Score: -21075704.000000 Penalty: 5961.840332
	Iteration 25Q: 3 clusters Score -2.10757e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 131037 members 
Entering Unmasked Estep 
Score: -21076048.000000 Penalty: 5961.840332
	Iteration 26Q: 3 clusters Score -2.107605e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 132870 members 
Entering Unmasked Estep 
Score: -21076464.000000 Penalty: 5961.840332
	Iteration 27Q: 3 clusters Score -2.107646e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 134663 members 
Entering Unmasked Estep 
Score: -21076968.000000 Penalty: 5961.840332
	Iteration 28Q: 3 clusters Score -2.107697e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 136425 members 
Entering Unmasked Estep 
Score: -21077424.000000 Penalty: 5961.840332
	Iteration 29Q: 3 clusters Score -2.107742e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 138127 members 
Entering Unmasked Estep 
Score: -21077760.000000 Penalty: 5961.840332
	Iteration 30Q: 3 clusters Score -2.107776e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 139757 members 
Entering Unmasked Estep 
Score: -21078256.000000 Penalty: 5961.840332
	Iteration 31Q: 3 clusters Score -2.107826e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 141339 members 
Entering Unmasked Estep 
Score: -21078568.000000 Penalty: 5961.840332
	Iteration 32Q: 3 clusters Score -2.107857e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 142950 members 
Entering Unmasked Estep 
Score: -21079114.000000 Penalty: 5961.840332
	Iteration 33Q: 3 clusters Score -2.107911e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 144538 members 
Entering Unmasked Estep 
Score: -21079648.000000 Penalty: 5961.840332
	Iteration 34Q: 3 clusters Score -2.107965e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 146076 members 
Entering Unmasked Estep 
Score: -21080152.000000 Penalty: 5961.840332
	Iteration 35Q: 3 clusters Score -2.108015e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 147618 members 
Entering Unmasked Estep 
Score: -21080588.000000 Penalty: 5961.840332
	Iteration 36Q: 3 clusters Score -2.108059e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 149085 members 
Entering Unmasked Estep 
Score: -21080980.000000 Penalty: 5961.840332
	Iteration 37Q: 3 clusters Score -2.108098e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 150473 members 
Entering Unmasked Estep 
Score: -21081458.000000 Penalty: 5961.840332
	Iteration 38Q: 3 clusters Score -2.108146e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 151781 members 
Entering Unmasked Estep 
Score: -21081730.000000 Penalty: 5961.840332
	Iteration 39Q: 3 clusters Score -2.108173e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 153007 members 
Entering Unmasked Estep 
Score: -21082164.000000 Penalty: 5961.840332
	Iteration 40F: 3 clusters Score -2.108216e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 154165 members 
Entering Unmasked Estep 
Score: -21082468.000000 Penalty: 5961.840332
	Iteration 41Q: 3 clusters Score -2.108247e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 155241 members 
Entering Unmasked Estep 
Score: -21082842.000000 Penalty: 5961.840332
	Iteration 42Q: 3 clusters Score -2.108284e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 156209 members 
Entering Unmasked Estep 
Score: -21083036.000000 Penalty: 5961.840332
	Iteration 43Q: 3 clusters Score -2.108304e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 157077 members 
Entering Unmasked Estep 
Score: -21083196.000000 Penalty: 5961.840332
	Iteration 44Q: 3 clusters Score -2.10832e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 157874 members 
Entering Unmasked Estep 
Score: -21083344.000000 Penalty: 5961.840332
	Iteration 45Q: 3 clusters Score -2.108334e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 158606 members 
Entering Unmasked Estep 
Score: -21083514.000000 Penalty: 5961.840332
	Iteration 46Q: 3 clusters Score -2.108351e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 159214 members 
Entering Unmasked Estep 
Score: -21083642.000000 Penalty: 5961.840332
	Iteration 47Q: 3 clusters Score -2.108364e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 159732 members 
Entering Unmasked Estep 
Score: -21083732.000000 Penalty: 5961.840332
	Iteration 48Q: 3 clusters Score -2.108373e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 160190 members 
Entering Unmasked Estep 
Score: -21083746.000000 Penalty: 5961.840332
	Iteration 49Q: 3 clusters Score -2.108375e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 160567 members 
Entering Unmasked Estep 
Score: -21083864.000000 Penalty: 5961.840332
	Iteration 50Q: 3 clusters Score -2.108386e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 160894 members 
Entering Unmasked Estep 
Score: -21083848.000000 Penalty: 5961.840332
	Iteration 51Q: 3 clusters Score -2.108385e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 161163 members 
Entering Unmasked Estep 
Score: -21083876.000000 Penalty: 5961.840332
	Iteration 52Q: 3 clusters Score -2.108388e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 161388 members 
Entering Unmasked Estep 
Score: -21083910.000000 Penalty: 5961.840332
	Iteration 53Q: 3 clusters Score -2.108391e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 161587 members 
Entering Unmasked Estep 
Score: -21083920.000000 Penalty: 5961.840332
	Iteration 54Q: 3 clusters Score -2.108392e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 161748 members 
Entering Unmasked Estep 
Score: -21083936.000000 Penalty: 5961.840332
	Iteration 55Q: 3 clusters Score -2.108394e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 161893 members 
Entering Unmasked Estep 
Score: -21083952.000000 Penalty: 5961.840332
	Iteration 56Q: 3 clusters Score -2.108395e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 162018 members 
Entering Unmasked Estep 
Score: -21083994.000000 Penalty: 5961.840332
	Iteration 57Q: 3 clusters Score -2.108399e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 162135 members 
Entering Unmasked Estep 
Score: -21084028.000000 Penalty: 5961.840332
	Iteration 58Q: 3 clusters Score -2.108403e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 162239 members 
Entering Unmasked Estep 
Score: -21084048.000000 Penalty: 5961.840332
	Iteration 59Q: 3 clusters Score -2.108405e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 162358 members 
Entering Unmasked Estep 
Score: -21084060.000000 Penalty: 5961.840332
	Iteration 60F: 3 clusters Score -2.108406e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 162444 members 
Entering Unmasked Estep 
Score: -21084046.000000 Penalty: 5961.840332
	Iteration 61Q: 3 clusters Score -2.108405e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 162522 members 
Entering Unmasked Estep 
Score: -21084028.000000 Penalty: 5961.840332
	Iteration 62Q: 3 clusters Score -2.108403e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 162601 members 
Entering Unmasked Estep 
Score: -21084048.000000 Penalty: 5961.840332
	Iteration 63Q: 3 clusters Score -2.108405e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 162673 members 
Entering Unmasked Estep 
Score: -21084084.000000 Penalty: 5961.840332
	Iteration 64Q: 3 clusters Score -2.108408e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 162739 members 
Entering Unmasked Estep 
Score: -21084072.000000 Penalty: 5961.840332
	Iteration 65Q: 3 clusters Score -2.108407e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 162785 members 
Entering Unmasked Estep 
Score: -21084058.000000 Penalty: 5961.840332
	Iteration 66Q: 3 clusters Score -2.108406e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 162828 members 
Entering Unmasked Estep 
Score: -21084050.000000 Penalty: 5961.840332
	Iteration 67Q: 3 clusters Score -2.108405e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 162871 members 
Entering Unmasked Estep 
Score: -21084046.000000 Penalty: 5961.840332
	Iteration 68Q: 3 clusters Score -2.108405e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 162917 members 
Entering Unmasked Estep 
Score: -21084052.000000 Penalty: 5961.840332
	Iteration 69Q: 3 clusters Score -2.108405e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 162967 members 
Entering Unmasked Estep 
Score: -21084060.000000 Penalty: 5961.840332
	Iteration 70Q: 3 clusters Score -2.108406e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 163007 members 
Entering Unmasked Estep 
Score: -21084032.000000 Penalty: 5961.840332
	Iteration 71Q: 3 clusters Score -2.108403e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 163045 members 
Entering Unmasked Estep 
Score: -21084078.000000 Penalty: 5961.840332
	Iteration 72Q: 3 clusters Score -2.108408e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 163076 members 
Entering Unmasked Estep 
Score: -21084054.000000 Penalty: 5961.840332
	Iteration 73Q: 3 clusters Score -2.108405e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 163096 members 
Entering Unmasked Estep 
Score: -21084080.000000 Penalty: 5961.840332
	Iteration 74Q: 3 clusters Score -2.108408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 163107 members 
Entering Unmasked Estep 
Score: -21084064.000000 Penalty: 5961.840332
	Iteration 75Q: 3 clusters Score -2.108406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 163120 members 
Entering Unmasked Estep 
Score: -21084074.000000 Penalty: 5961.840332
	Iteration 76Q: 3 clusters Score -2.108407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 163136 members 
Entering Unmasked Estep 
Score: -21084072.000000 Penalty: 5961.840332
	Iteration 77Q: 3 clusters Score -2.108407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 163148 members 
Entering Unmasked Estep 
Score: -21084062.000000 Penalty: 5961.840332
	Iteration 78Q: 3 clusters Score -2.108406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 163156 members 
Entering Unmasked Estep 
Score: -21084042.000000 Penalty: 5961.840332
	Iteration 79Q: 3 clusters Score -2.108404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 163160 members 
Entering Unmasked Estep 
Score: -21084046.000000 Penalty: 5961.840332
	Iteration 80F: 3 clusters Score -2.108405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 163165 members 
Entering Unmasked Estep 
Score: -21084062.000000 Penalty: 5961.840332
	Iteration 81Q: 3 clusters Score -2.108406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 163170 members 
Entering Unmasked Estep 
Score: -21084042.000000 Penalty: 5961.840332
	Iteration 82Q: 3 clusters Score -2.108404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 163180 members 
Entering Unmasked Estep 
Score: -21084046.000000 Penalty: 5961.840332
	Iteration 83Q: 3 clusters Score -2.108405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 163187 members 
Entering Unmasked Estep 
Score: -21084068.000000 Penalty: 5961.840332
	Iteration 84Q: 3 clusters Score -2.108407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 163197 members 
Entering Unmasked Estep 
Score: -21084062.000000 Penalty: 5961.840332
	Iteration 85Q: 3 clusters Score -2.108406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 163209 members 
Entering Unmasked Estep 
Score: -21084048.000000 Penalty: 5961.840332
	Iteration 86Q: 3 clusters Score -2.108405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 163222 members 
Entering Unmasked Estep 
Score: -21084092.000000 Penalty: 5961.840332
	Iteration 87Q: 3 clusters Score -2.108409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 163234 members 
Entering Unmasked Estep 
Score: -21084086.000000 Penalty: 5961.840332
	Iteration 88Q: 3 clusters Score -2.108409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 163246 members 
Entering Unmasked Estep 
Score: -21084084.000000 Penalty: 5961.840332
	Iteration 89Q: 3 clusters Score -2.108408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 163254 members 
Entering Unmasked Estep 
Score: -21084080.000000 Penalty: 5961.840332
	Iteration 90Q: 3 clusters Score -2.108408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 163262 members 
Entering Unmasked Estep 
Score: -21084066.000000 Penalty: 5961.840332
	Iteration 91Q: 3 clusters Score -2.108407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 163265 members 
Entering Unmasked Estep 
Score: -21084062.000000 Penalty: 5961.840332
	Iteration 92Q: 3 clusters Score -2.108406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 163268 members 
Entering Unmasked Estep 
Score: -21084064.000000 Penalty: 5961.840332
	Iteration 93Q: 3 clusters Score -2.108406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 163274 members 
Entering Unmasked Estep 
Score: -21084066.000000 Penalty: 5961.840332
	Iteration 94Q: 3 clusters Score -2.108407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 163278 members 
Entering Unmasked Estep 
Score: -21084062.000000 Penalty: 5961.840332
	Iteration 95Q: 3 clusters Score -2.108406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 163283 members 
Entering Unmasked Estep 
Score: -21084062.000000 Penalty: 5961.840332
	Iteration 96Q: 3 clusters Score -2.108406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 163287 members 
Entering Unmasked Estep 
Score: -21084054.000000 Penalty: 5961.840332
	Iteration 97Q: 3 clusters Score -2.108405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 163288 members 
Entering Unmasked Estep 
Score: -21084062.000000 Penalty: 5961.840332
	Iteration 98Q: 3 clusters Score -2.108406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 163291 members 
Entering Unmasked Estep 
Score: -21084066.000000 Penalty: 5961.840332
	Iteration 99Q: 3 clusters Score -2.108407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 163292 members 
Entering Unmasked Estep 
Score: -21084062.000000 Penalty: 5961.840332
	Iteration 100F: 3 clusters Score -2.108406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 163293 members 
Entering Unmasked Estep 
Score: -21084060.000000 Penalty: 5961.840332
	Iteration 101Q: 3 clusters Score -2.108406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 163293 members 
Entering Unmasked Estep 
Score: -21084060.000000 Penalty: 5961.840332
	Iteration 102F: 3 clusters Score -2.108406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72238 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46229 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173246 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159164 members 
Mstep: Class 10 contains 144378 members 
Mstep: Class 11 contains 11871 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152609 members 
Mstep: Class 15 contains 81839 members 
Mstep: Class 16 contains 9690 members 
Mstep: Class 17 contains 150311 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41495 members 
Mstep: Class 20 contains 72985 members 
Mstep: Class 22 contains 166016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343312.000000 Penalty: 73281.218750
Iteration 279Q: 22 clusters Score -1.613433e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72245 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46233 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173263 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159153 members 
Mstep: Class 10 contains 144355 members 
Mstep: Class 11 contains 11864 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152610 members 
Mstep: Class 15 contains 81847 members 
Mstep: Class 16 contains 9694 members 
Mstep: Class 17 contains 150320 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41495 members 
Mstep: Class 20 contains 72962 members 
Mstep: Class 22 contains 166030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343408.000000 Penalty: 73281.218750
Iteration 280F: 22 clusters Score -1.613434e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72260 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46237 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173281 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159119 members 
Mstep: Class 10 contains 144338 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152621 members 
Mstep: Class 15 contains 81861 members 
Mstep: Class 16 contains 9696 members 
Mstep: Class 17 contains 150318 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41503 members 
Mstep: Class 20 contains 72929 members 
Mstep: Class 22 contains 166046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343392.000000 Penalty: 73281.218750
Iteration 281Q: 22 clusters Score -1.613434e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72272 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46242 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173314 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159087 members 
Mstep: Class 10 contains 144342 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152608 members 
Mstep: Class 15 contains 81876 members 
Mstep: Class 16 contains 9697 members 
Mstep: Class 17 contains 150312 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41497 members 
Mstep: Class 20 contains 72894 members 
Mstep: Class 22 contains 166068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343376.000000 Penalty: 73281.218750
Iteration 282Q: 22 clusters Score -1.613434e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72272 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46247 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173364 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159062 members 
Mstep: Class 10 contains 144342 members 
Mstep: Class 11 contains 11858 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152608 members 
Mstep: Class 15 contains 81890 members 
Mstep: Class 16 contains 9697 members 
Mstep: Class 17 contains 150296 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41487 members 
Mstep: Class 20 contains 72861 members 
Mstep: Class 22 contains 166085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343472.000000 Penalty: 73281.218750
Iteration 283Q: 22 clusters Score -1.613435e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46244 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173393 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159056 members 
Mstep: Class 10 contains 144356 members 
Mstep: Class 11 contains 11858 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152602 members 
Mstep: Class 15 contains 81901 members 
Mstep: Class 16 contains 9696 members 
Mstep: Class 17 contains 150289 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41482 members 
Mstep: Class 20 contains 72834 members 
Mstep: Class 22 contains 166063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343552.000000 Penalty: 73281.218750
Iteration 284Q: 22 clusters Score -1.613436e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72318 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46244 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173396 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159078 members 
Mstep: Class 10 contains 144358 members 
Mstep: Class 11 contains 11861 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152592 members 
Mstep: Class 15 contains 81919 members 
Mstep: Class 16 contains 9697 members 
Mstep: Class 17 contains 150263 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41480 members 
Mstep: Class 20 contains 72809 members 
Mstep: Class 22 contains 166054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343472.000000 Penalty: 73281.218750
Iteration 285Q: 22 clusters Score -1.613435e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72347 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46245 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173415 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159069 members 
Mstep: Class 10 contains 144378 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152578 members 
Mstep: Class 15 contains 81937 members 
Mstep: Class 16 contains 9697 members 
Mstep: Class 17 contains 150242 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41480 members 
Mstep: Class 20 contains 72781 members 
Mstep: Class 22 contains 166038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343424.000000 Penalty: 73281.218750
Iteration 286Q: 22 clusters Score -1.613434e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72364 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46246 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173469 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159050 members 
Mstep: Class 10 contains 144376 members 
Mstep: Class 11 contains 11858 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152556 members 
Mstep: Class 15 contains 81954 members 
Mstep: Class 16 contains 9696 members 
Mstep: Class 17 contains 150222 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41490 members 
Mstep: Class 20 contains 72762 members 
Mstep: Class 22 contains 166026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343440.000000 Penalty: 73281.218750
Iteration 287Q: 22 clusters Score -1.613434e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72373 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46250 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173535 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159015 members 
Mstep: Class 10 contains 144377 members 
Mstep: Class 11 contains 11858 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152540 members 
Mstep: Class 15 contains 81964 members 
Mstep: Class 16 contains 9696 members 
Mstep: Class 17 contains 150208 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41488 members 
Mstep: Class 20 contains 72742 members 
Mstep: Class 22 contains 166024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343344.000000 Penalty: 73281.218750
Iteration 288Q: 22 clusters Score -1.613433e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72386 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46251 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173604 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159004 members 
Mstep: Class 10 contains 144361 members 
Mstep: Class 11 contains 11859 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152523 members 
Mstep: Class 15 contains 81957 members 
Mstep: Class 16 contains 9698 members 
Mstep: Class 17 contains 150197 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41477 members 
Mstep: Class 20 contains 72732 members 
Mstep: Class 22 contains 166021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343312.000000 Penalty: 73281.218750
Iteration 289Q: 22 clusters Score -1.613433e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46252 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173637 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158972 members 
Mstep: Class 10 contains 144353 members 
Mstep: Class 11 contains 11865 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152515 members 
Mstep: Class 15 contains 81973 members 
Mstep: Class 16 contains 9698 members 
Mstep: Class 17 contains 150190 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41480 members 
Mstep: Class 20 contains 72713 members 
Mstep: Class 22 contains 166006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343520.000000 Penalty: 73281.218750
Iteration 290Q: 22 clusters Score -1.613435e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46253 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 173661 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158938 members 
Mstep: Class 10 contains 144362 members 
Mstep: Class 11 contains 11869 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152516 members 
Mstep: Class 15 contains 81976 members 
Mstep: Class 16 contains 9699 members 
Mstep: Class 17 contains 150192 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41477 members 
Mstep: Class 20 contains 72703 members 
Mstep: Class 22 contains 165985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343440.000000 Penalty: 73281.218750
Iteration 291Q: 22 clusters Score -1.613434e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72464 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46250 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 173697 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158885 members 
Mstep: Class 10 contains 144386 members 
Mstep: Class 11 contains 11873 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152519 members 
Mstep: Class 15 contains 81982 members 
Mstep: Class 16 contains 9699 members 
Mstep: Class 17 contains 150190 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41483 members 
Mstep: Class 20 contains 72680 members 
Mstep: Class 22 contains 165962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343552.000000 Penalty: 73281.218750
Iteration 292Q: 22 clusters Score -1.613436e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46245 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 173764 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158809 members 
Mstep: Class 10 contains 144431 members 
Mstep: Class 11 contains 11875 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152501 members 
Mstep: Class 15 contains 81989 members 
Mstep: Class 16 contains 9699 members 
Mstep: Class 17 contains 150183 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41485 members 
Mstep: Class 20 contains 72668 members 
Mstep: Class 22 contains 165949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343360.000000 Penalty: 73281.218750
Iteration 293Q: 22 clusters Score -1.613434e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46243 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 173845 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158748 members 
Mstep: Class 10 contains 144465 members 
Mstep: Class 11 contains 11871 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152503 members 
Mstep: Class 15 contains 81993 members 
Mstep: Class 16 contains 9699 members 
Mstep: Class 17 contains 150172 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41481 members 
Mstep: Class 20 contains 72643 members 
Mstep: Class 22 contains 165924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343392.000000 Penalty: 73281.218750
Iteration 294Q: 22 clusters Score -1.613434e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72489 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46243 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1053 members 
Mstep: Class 6 contains 173914 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158705 members 
Mstep: Class 10 contains 144493 members 
Mstep: Class 11 contains 11868 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152512 members 
Mstep: Class 15 contains 81997 members 
Mstep: Class 16 contains 9700 members 
Mstep: Class 17 contains 150158 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41482 members 
Mstep: Class 20 contains 72615 members 
Mstep: Class 22 contains 165892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343472.000000 Penalty: 73281.218750
Iteration 295Q: 22 clusters Score -1.613435e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72508 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46243 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 173994 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158659 members 
Mstep: Class 10 contains 144507 members 
Mstep: Class 11 contains 11871 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152523 members 
Mstep: Class 15 contains 81989 members 
Mstep: Class 16 contains 9701 members 
Mstep: Class 17 contains 150139 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41482 members 
Mstep: Class 20 contains 72592 members 
Mstep: Class 22 contains 165859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343776.000000 Penalty: 73281.218750
Iteration 296Q: 22 clusters Score -1.613438e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46245 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 174062 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158615 members 
Mstep: Class 10 contains 144509 members 
Mstep: Class 11 contains 11872 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152522 members 
Mstep: Class 15 contains 81979 members 
Mstep: Class 16 contains 9702 members 
Mstep: Class 17 contains 150120 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41489 members 
Mstep: Class 20 contains 72565 members 
Mstep: Class 22 contains 165868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343600.000000 Penalty: 73281.218750
Iteration 297Q: 22 clusters Score -1.613436e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46244 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 174169 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158557 members 
Mstep: Class 10 contains 144491 members 
Mstep: Class 11 contains 11873 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152530 members 
Mstep: Class 15 contains 81970 members 
Mstep: Class 16 contains 9702 members 
Mstep: Class 17 contains 150110 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41490 members 
Mstep: Class 20 contains 72543 members 
Mstep: Class 22 contains 165862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343680.000000 Penalty: 73281.218750
Iteration 298Q: 22 clusters Score -1.613437e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72531 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46245 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 174245 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158518 members 
Mstep: Class 10 contains 144486 members 
Mstep: Class 11 contains 11873 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152521 members 
Mstep: Class 15 contains 81960 members 
Mstep: Class 16 contains 9703 members 
Mstep: Class 17 contains 150103 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41488 members 
Mstep: Class 20 contains 72529 members 
Mstep: Class 22 contains 165866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343728.000000 Penalty: 73281.218750
Iteration 299Q: 22 clusters Score -1.613437e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46244 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 174296 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158492 members 
Mstep: Class 10 contains 144498 members 
Mstep: Class 11 contains 11876 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152504 members 
Mstep: Class 15 contains 81946 members 
Mstep: Class 16 contains 9704 members 
Mstep: Class 17 contains 150106 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41481 members 
Mstep: Class 20 contains 72511 members 
Mstep: Class 22 contains 165878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343600.000000 Penalty: 73281.218750
Iteration 300F: 22 clusters Score -1.613436e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72546 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46247 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 174336 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158457 members 
Mstep: Class 10 contains 144528 members 
Mstep: Class 11 contains 11879 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152479 members 
Mstep: Class 15 contains 81937 members 
Mstep: Class 16 contains 9704 members 
Mstep: Class 17 contains 150111 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41476 members 
Mstep: Class 20 contains 72500 members 
Mstep: Class 22 contains 165868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343696.000000 Penalty: 73281.218750
Iteration 301Q: 22 clusters Score -1.613437e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46250 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 174372 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158431 members 
Mstep: Class 10 contains 144544 members 
Mstep: Class 11 contains 11879 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152444 members 
Mstep: Class 15 contains 81931 members 
Mstep: Class 16 contains 9704 members 
Mstep: Class 17 contains 150110 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41471 members 
Mstep: Class 20 contains 72482 members 
Mstep: Class 22 contains 165881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343920.000000 Penalty: 73281.218750
Iteration 302Q: 22 clusters Score -1.613439e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72597 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46257 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 174429 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158394 members 
Mstep: Class 10 contains 144548 members 
Mstep: Class 11 contains 11877 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152411 members 
Mstep: Class 15 contains 81923 members 
Mstep: Class 16 contains 9704 members 
Mstep: Class 17 contains 150115 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41470 members 
Mstep: Class 20 contains 72461 members 
Mstep: Class 22 contains 165880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343936.000000 Penalty: 73281.218750
Iteration 303Q: 22 clusters Score -1.613439e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72613 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46260 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 174470 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158373 members 
Mstep: Class 10 contains 144526 members 
Mstep: Class 11 contains 11879 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152390 members 
Mstep: Class 15 contains 81918 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 150124 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41464 members 
Mstep: Class 20 contains 72444 members 
Mstep: Class 22 contains 165900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343856.000000 Penalty: 73281.218750
Iteration 304Q: 22 clusters Score -1.613439e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72624 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46262 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 174491 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158370 members 
Mstep: Class 10 contains 144526 members 
Mstep: Class 11 contains 11879 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152373 members 
Mstep: Class 15 contains 81911 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 150121 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41458 members 
Mstep: Class 20 contains 72428 members 
Mstep: Class 22 contains 165918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343872.000000 Penalty: 73281.218750
Iteration 305Q: 22 clusters Score -1.613439e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72637 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46264 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 174511 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158372 members 
Mstep: Class 10 contains 144511 members 
Mstep: Class 11 contains 11882 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152354 members 
Mstep: Class 15 contains 81903 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 150117 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41456 members 
Mstep: Class 20 contains 72412 members 
Mstep: Class 22 contains 165941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343808.000000 Penalty: 73281.218750
Iteration 306Q: 22 clusters Score -1.613438e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72647 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46265 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 174529 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158368 members 
Mstep: Class 10 contains 144514 members 
Mstep: Class 11 contains 11881 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152355 members 
Mstep: Class 15 contains 81893 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 150106 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41453 members 
Mstep: Class 20 contains 72393 members 
Mstep: Class 22 contains 165956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343792.000000 Penalty: 73281.218750
Iteration 307Q: 22 clusters Score -1.613438e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46266 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 174538 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158378 members 
Mstep: Class 10 contains 144510 members 
Mstep: Class 11 contains 11882 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152362 members 
Mstep: Class 15 contains 81879 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 150115 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41452 members 
Mstep: Class 20 contains 72373 members 
Mstep: Class 22 contains 165951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343840.000000 Penalty: 73281.218750
Iteration 308Q: 22 clusters Score -1.613438e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46264 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 174568 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158381 members 
Mstep: Class 10 contains 144523 members 
Mstep: Class 11 contains 11881 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152370 members 
Mstep: Class 15 contains 81868 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 150112 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41447 members 
Mstep: Class 20 contains 72365 members 
Mstep: Class 22 contains 165927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343744.000000 Penalty: 73281.218750
Iteration 309Q: 22 clusters Score -1.613437e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46265 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 174585 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158382 members 
Mstep: Class 10 contains 144522 members 
Mstep: Class 11 contains 11882 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152356 members 
Mstep: Class 15 contains 81857 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150113 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41449 members 
Mstep: Class 20 contains 72356 members 
Mstep: Class 22 contains 165932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343712.000000 Penalty: 73281.218750
Iteration 310Q: 22 clusters Score -1.613437e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46268 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 174601 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158378 members 
Mstep: Class 10 contains 144538 members 
Mstep: Class 11 contains 11879 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152339 members 
Mstep: Class 15 contains 81845 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 150116 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41451 members 
Mstep: Class 20 contains 72353 members 
Mstep: Class 22 contains 165935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343728.000000 Penalty: 73281.218750
Iteration 311Q: 22 clusters Score -1.613437e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46269 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 174626 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158373 members 
Mstep: Class 10 contains 144538 members 
Mstep: Class 11 contains 11879 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152339 members 
Mstep: Class 15 contains 81829 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 150128 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41448 members 
Mstep: Class 20 contains 72350 members 
Mstep: Class 22 contains 165921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343552.000000 Penalty: 73281.218750
Iteration 312Q: 22 clusters Score -1.613436e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46272 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 174672 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158365 members 
Mstep: Class 10 contains 144552 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152321 members 
Mstep: Class 15 contains 81812 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 150117 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41446 members 
Mstep: Class 20 contains 72349 members 
Mstep: Class 22 contains 165902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343632.000000 Penalty: 73281.218750
Iteration 313Q: 22 clusters Score -1.613436e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46273 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 174695 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158359 members 
Mstep: Class 10 contains 144560 members 
Mstep: Class 11 contains 11879 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152310 members 
Mstep: Class 15 contains 81809 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150109 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41446 members 
Mstep: Class 20 contains 72347 members 
Mstep: Class 22 contains 165885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343552.000000 Penalty: 73281.218750
Iteration 314Q: 22 clusters Score -1.613436e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72703 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46273 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 174695 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158368 members 
Mstep: Class 10 contains 144576 members 
Mstep: Class 11 contains 11877 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152294 members 
Mstep: Class 15 contains 81796 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150117 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41451 members 
Mstep: Class 20 contains 72340 members 
Mstep: Class 22 contains 165868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343616.000000 Penalty: 73281.218750
Iteration 315Q: 22 clusters Score -1.613436e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46274 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 174719 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158368 members 
Mstep: Class 10 contains 144605 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152274 members 
Mstep: Class 15 contains 81785 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150114 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41447 members 
Mstep: Class 20 contains 72329 members 
Mstep: Class 22 contains 165839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343568.000000 Penalty: 73281.218750
Iteration 316Q: 22 clusters Score -1.613436e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46276 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1053 members 
Mstep: Class 6 contains 174752 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158361 members 
Mstep: Class 10 contains 144610 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152257 members 
Mstep: Class 15 contains 81779 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150113 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41448 members 
Mstep: Class 20 contains 72315 members 
Mstep: Class 22 contains 165829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343584.000000 Penalty: 73281.218750
Iteration 317Q: 22 clusters Score -1.613436e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46277 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 174774 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158370 members 
Mstep: Class 10 contains 144608 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152225 members 
Mstep: Class 15 contains 81779 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150105 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41448 members 
Mstep: Class 20 contains 72313 members 
Mstep: Class 22 contains 165828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343536.000000 Penalty: 73281.218750
Iteration 318Q: 22 clusters Score -1.613435e+08 nChanged 481
Entering ConstructFrom: 
Score: -161343536.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (72763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Entering Unmasked Estep 
Score: -9355149.000000 Penalty: 2776.350586
	Iteration 0F: 2 clusters Score -9355149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -9306336.000000 Penalty: 5552.701172
	Iteration 0F: 3 clusters Score -9306336 nChanged 34016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -9325519.000000 Penalty: 5552.701172
	Iteration 1F: 3 clusters Score -9325519 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -9326551.000000 Penalty: 5552.701172
	Iteration 2Q: 3 clusters Score -9326551 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -9328328.000000 Penalty: 5552.701172
	Iteration 3F: 3 clusters Score -9328328 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -9331483.000000 Penalty: 5552.701172
	Iteration 4F: 3 clusters Score -9331483 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -9336647.000000 Penalty: 5552.701172
	Iteration 5F: 3 clusters Score -9336647 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -9343162.000000 Penalty: 5552.701172
	Iteration 6F: 3 clusters Score -9343162 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -9348622.000000 Penalty: 5552.701172
	Iteration 7F: 3 clusters Score -9348622 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 71204 members 
Entering Unmasked Estep 
Score: -9351336.000000 Penalty: 5552.701172
	Iteration 8Q: 3 clusters Score -9351336 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 72110 members 
Entering Unmasked Estep 
Score: -9352199.000000 Penalty: 5552.701172
	Iteration 9Q: 3 clusters Score -9352199 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 72355 members 
Entering Unmasked Estep 
Score: -9352440.000000 Penalty: 5552.701172
	Iteration 10Q: 3 clusters Score -9352440 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 72440 members 
Entering Unmasked Estep 
Score: -9352560.000000 Penalty: 5552.701172
	Iteration 11Q: 3 clusters Score -9352560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 72475 members 
Entering Unmasked Estep 
Score: -9352623.000000 Penalty: 5552.701172
	Iteration 12Q: 3 clusters Score -9352623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -9352636.000000 Penalty: 5552.701172
	Iteration 13Q: 3 clusters Score -9352636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 72491 members 
Entering Unmasked Estep 
Score: -9352653.000000 Penalty: 5552.701172
	Iteration 14Q: 3 clusters Score -9352653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -9352676.000000 Penalty: 5552.701172
	Iteration 15Q: 3 clusters Score -9352676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 72498 members 
Entering Unmasked Estep 
Score: -9352684.000000 Penalty: 5552.701172
	Iteration 16Q: 3 clusters Score -9352684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -9352691.000000 Penalty: 5552.701172
	Iteration 17Q: 3 clusters Score -9352691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
Score: -9352696.000000 Penalty: 5552.701172
	Iteration 18Q: 3 clusters Score -9352696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -9352706.000000 Penalty: 5552.701172
	Iteration 19Q: 3 clusters Score -9352706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 72502 members 
Entering Unmasked Estep 
Score: -9352703.000000 Penalty: 5552.701172
	Iteration 20F: 3 clusters Score -9352703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -9352702.000000 Penalty: 5552.701172
	Iteration 21Q: 3 clusters Score -9352702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -9352707.000000 Penalty: 5552.701172
	Iteration 22Q: 3 clusters Score -9352707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -9352710.000000 Penalty: 5552.701172
	Iteration 23Q: 3 clusters Score -9352710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -9352710.000000 Penalty: 5552.701172
	Iteration 24F: 3 clusters Score -9352710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -87910.507812 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -87910.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86188.000000 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -86188 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -86594.015625 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -86594.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86757.898438 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -86757.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -86854.234375 Penalty: 3331.430908
	Iteration 3Q: 3 clusters Score -86854.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -86943.523438 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -86943.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -86990.406250 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -86990.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -87046.976562 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -87046.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -87091.734375 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -87091.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -87117.789062 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -87117.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -87141.320312 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -87141.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -87190.765625 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -87190.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -87237.242188 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -87237.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -87275.507812 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -87275.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -87320.945312 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -87320.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87363.406250 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -87363.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -87388.859375 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -87388.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -87390.718750 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -87390.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -87390.718750 Penalty: 3331.430908
	Iteration 17F: 3 clusters Score -87390.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Entering Unmasked Estep 
Score: -5884550.500000 Penalty: 2664.120605
	Iteration 0F: 2 clusters Score -5884550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -5853310.000000 Penalty: 5328.241211
	Iteration 0F: 3 clusters Score -5853310 nChanged 21381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -5865105.500000 Penalty: 5328.241211
	Iteration 1F: 3 clusters Score -5865106 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -5865565.000000 Penalty: 5328.241211
	Iteration 2Q: 3 clusters Score -5865565 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -5865927.000000 Penalty: 5328.241211
	Iteration 3Q: 3 clusters Score -5865927 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -5866215.500000 Penalty: 5328.241211
	Iteration 4Q: 3 clusters Score -5866216 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -5866554.500000 Penalty: 5328.241211
	Iteration 5Q: 3 clusters Score -5866554 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -5866891.500000 Penalty: 5328.241211
	Iteration 6Q: 3 clusters Score -5866892 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -5867265.500000 Penalty: 5328.241211
	Iteration 7Q: 3 clusters Score -5867266 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -5867798.000000 Penalty: 5328.241211
	Iteration 8Q: 3 clusters Score -5867798 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -5868479.000000 Penalty: 5328.241211
	Iteration 9Q: 3 clusters Score -5868479 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -5869498.000000 Penalty: 5328.241211
	Iteration 10Q: 3 clusters Score -5869498 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -5870706.000000 Penalty: 5328.241211
	Iteration 11Q: 3 clusters Score -5870706 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -5872183.000000 Penalty: 5328.241211
	Iteration 12Q: 3 clusters Score -5872183 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -5873712.000000 Penalty: 5328.241211
	Iteration 13Q: 3 clusters Score -5873712 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -5875174.000000 Penalty: 5328.241211
	Iteration 14Q: 3 clusters Score -5875174 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -5876301.000000 Penalty: 5328.241211
	Iteration 15Q: 3 clusters Score -5876301 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -5877073.500000 Penalty: 5328.241211
	Iteration 16Q: 3 clusters Score -5877074 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -5877607.000000 Penalty: 5328.241211
	Iteration 17Q: 3 clusters Score -5877607 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -5877969.500000 Penalty: 5328.241211
	Iteration 18Q: 3 clusters Score -5877970 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -5878351.500000 Penalty: 5328.241211
	Iteration 19Q: 3 clusters Score -5878352 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -5878771.000000 Penalty: 5328.241211
	Iteration 20F: 3 clusters Score -5878771 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -5879200.000000 Penalty: 5328.241211
	Iteration 21Q: 3 clusters Score -5879200 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -5879588.000000 Penalty: 5328.241211
	Iteration 22Q: 3 clusters Score -5879588 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -5880014.500000 Penalty: 5328.241211
	Iteration 23Q: 3 clusters Score -5880014 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -5880363.500000 Penalty: 5328.241211
	Iteration 24Q: 3 clusters Score -5880364 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -5880640.000000 Penalty: 5328.241211
	Iteration 25Q: 3 clusters Score -5880640 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -5880907.500000 Penalty: 5328.241211
	Iteration 26Q: 3 clusters Score -5880908 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -5881134.500000 Penalty: 5328.241211
	Iteration 27Q: 3 clusters Score -5881134 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -5881352.000000 Penalty: 5328.241211
	Iteration 28Q: 3 clusters Score -5881352 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -5881483.500000 Penalty: 5328.241211
	Iteration 29Q: 3 clusters Score -5881484 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -5881666.000000 Penalty: 5328.241211
	Iteration 30Q: 3 clusters Score -5881666 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -5881788.000000 Penalty: 5328.241211
	Iteration 31Q: 3 clusters Score -5881788 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -5881868.000000 Penalty: 5328.241211
	Iteration 32Q: 3 clusters Score -5881868 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -5881929.000000 Penalty: 5328.241211
	Iteration 33Q: 3 clusters Score -5881929 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -5881976.000000 Penalty: 5328.241211
	Iteration 34Q: 3 clusters Score -5881976 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -5882010.500000 Penalty: 5328.241211
	Iteration 35Q: 3 clusters Score -5882010 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -5882043.000000 Penalty: 5328.241211
	Iteration 36Q: 3 clusters Score -5882043 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -5882072.000000 Penalty: 5328.241211
	Iteration 37Q: 3 clusters Score -5882072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -5882106.000000 Penalty: 5328.241211
	Iteration 38Q: 3 clusters Score -5882106 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -5882141.500000 Penalty: 5328.241211
	Iteration 39Q: 3 clusters Score -5882142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -5882172.000000 Penalty: 5328.241211
	Iteration 40F: 3 clusters Score -5882172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -5882191.500000 Penalty: 5328.241211
	Iteration 41Q: 3 clusters Score -5882192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -5882199.000000 Penalty: 5328.241211
	Iteration 42Q: 3 clusters Score -5882199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -5882214.500000 Penalty: 5328.241211
	Iteration 43Q: 3 clusters Score -5882214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -5882222.500000 Penalty: 5328.241211
	Iteration 44Q: 3 clusters Score -5882222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -5882229.000000 Penalty: 5328.241211
	Iteration 45Q: 3 clusters Score -5882229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -5882247.500000 Penalty: 5328.241211
	Iteration 46Q: 3 clusters Score -5882248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -5882253.000000 Penalty: 5328.241211
	Iteration 47Q: 3 clusters Score -5882253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -5882257.500000 Penalty: 5328.241211
	Iteration 48Q: 3 clusters Score -5882258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -5882278.000000 Penalty: 5328.241211
	Iteration 49Q: 3 clusters Score -5882278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -5882296.000000 Penalty: 5328.241211
	Iteration 50Q: 3 clusters Score -5882296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -5882296.000000 Penalty: 5328.241211
	Iteration 51Q: 3 clusters Score -5882296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -5882301.500000 Penalty: 5328.241211
	Iteration 52Q: 3 clusters Score -5882302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -5882312.000000 Penalty: 5328.241211
	Iteration 53Q: 3 clusters Score -5882312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -5882318.000000 Penalty: 5328.241211
	Iteration 54Q: 3 clusters Score -5882318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -5882323.000000 Penalty: 5328.241211
	Iteration 55Q: 3 clusters Score -5882323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -5882325.500000 Penalty: 5328.241211
	Iteration 56Q: 3 clusters Score -5882326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -5882321.500000 Penalty: 5328.241211
	Iteration 57Q: 3 clusters Score -5882322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -5882323.000000 Penalty: 5328.241211
	Iteration 58Q: 3 clusters Score -5882323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -5882323.000000 Penalty: 5328.241211
	Iteration 59Q: 3 clusters Score -5882323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -5882323.000000 Penalty: 5328.241211
	Iteration 60F: 3 clusters Score -5882323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -60368.742188 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -60368.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58755.128906 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -58755.13 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59269.828125 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -59269.83 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60027.933594 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -60027.93 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -60781.753906 Penalty: 3189.940186
	Iteration 3F: 3 clusters Score -60781.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61302.839844 Penalty: 3189.940186
	Iteration 4Q: 3 clusters Score -61302.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -61473.152344 Penalty: 3189.940186
	Iteration 5Q: 3 clusters Score -61473.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61542.558594 Penalty: 3189.940186
	Iteration 6Q: 3 clusters Score -61542.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61578.863281 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -61578.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61578.863281 Penalty: 3189.940186
	Iteration 8F: 3 clusters Score -61578.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46278 members 
Mstep: Class 4 contains 249 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 174826 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158379 members 
Mstep: Class 10 contains 144603 members 
Mstep: Class 11 contains 11879 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152209 members 
Mstep: Class 15 contains 81771 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150104 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41439 members 
Mstep: Class 20 contains 72293 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 165812 members 
Entering Unmasked Estep 
Score: -161342848.000000 Penalty: 76770.804688
Splitting cluster 4 changes total score from -161343536.000000 to -161342848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -125368.546875 Penalty: 1726.636353
	Iteration 0F: 2 clusters Score -125368.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -123397.945312 Penalty: 3453.272705
	Iteration 0F: 3 clusters Score -123397.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -123717.812500 Penalty: 3453.272705
	Iteration 1F: 3 clusters Score -123717.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -123828.687500 Penalty: 3453.272705
	Iteration 2F: 3 clusters Score -123828.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -123883.890625 Penalty: 3453.272705
	Iteration 3Q: 3 clusters Score -123883.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -123920.898438 Penalty: 3453.272705
	Iteration 4Q: 3 clusters Score -123920.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -123939.609375 Penalty: 3453.272705
	Iteration 5Q: 3 clusters Score -123939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -123943.906250 Penalty: 3453.272705
	Iteration 6Q: 3 clusters Score -123943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -123947.515625 Penalty: 3453.272705
	Iteration 7Q: 3 clusters Score -123947.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -123957.382812 Penalty: 3453.272705
	Iteration 8Q: 3 clusters Score -123957.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -123969.281250 Penalty: 3453.272705
	Iteration 9Q: 3 clusters Score -123969.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -123971.992188 Penalty: 3453.272705
	Iteration 10Q: 3 clusters Score -123972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -123972.851562 Penalty: 3453.272705
	Iteration 11Q: 3 clusters Score -123972.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -123972.851562 Penalty: 3453.272705
	Iteration 12F: 3 clusters Score -123972.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174826 members 
Entering Unmasked Estep 
Score: -22426942.000000 Penalty: 2993.743652
	Iteration 0F: 2 clusters Score -2.242694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87595 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -22315894.000000 Penalty: 5987.487305
	Iteration 0F: 3 clusters Score -2.231589e+07 nChanged 83906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93457 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
Score: -22366294.000000 Penalty: 5987.487305
	Iteration 1F: 3 clusters Score -2.236629e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97393 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -22368444.000000 Penalty: 5987.487305
	Iteration 2Q: 3 clusters Score -2.236844e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103135 members 
Mstep: Class 2 contains 71691 members 
Entering Unmasked Estep 
Score: -22371794.000000 Penalty: 5987.487305
	Iteration 3Q: 3 clusters Score -2.237179e+07 nChanged 9874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110977 members 
Mstep: Class 2 contains 63849 members 
Entering Unmasked Estep 
Score: -22376868.000000 Penalty: 5987.487305
	Iteration 4F: 3 clusters Score -2.237687e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120983 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -22384046.000000 Penalty: 5987.487305
	Iteration 5F: 3 clusters Score -2.238405e+07 nChanged 12463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132478 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -22393736.000000 Penalty: 5987.487305
	Iteration 6F: 3 clusters Score -2.239374e+07 nChanged 12144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144148 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -22404666.000000 Penalty: 5987.487305
	Iteration 7F: 3 clusters Score -2.240467e+07 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153980 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -22413694.000000 Penalty: 5987.487305
	Iteration 8F: 3 clusters Score -2.241369e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161864 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -22419346.000000 Penalty: 5987.487305
	Iteration 9Q: 3 clusters Score -2.241935e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167541 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -22422172.000000 Penalty: 5987.487305
	Iteration 10Q: 3 clusters Score -2.242217e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171204 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -22423322.000000 Penalty: 5987.487305
	Iteration 11Q: 3 clusters Score -2.242332e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173079 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -22423772.000000 Penalty: 5987.487305
	Iteration 12Q: 3 clusters Score -2.242377e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173964 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -22424168.000000 Penalty: 5987.487305
	Iteration 13Q: 3 clusters Score -2.242417e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174281 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -22424334.000000 Penalty: 5987.487305
	Iteration 14Q: 3 clusters Score -2.242433e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174419 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -22424338.000000 Penalty: 5987.487305
	Iteration 15Q: 3 clusters Score -2.242434e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174471 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22424348.000000 Penalty: 5987.487305
	Iteration 16Q: 3 clusters Score -2.242435e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174494 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -22424358.000000 Penalty: 5987.487305
	Iteration 17Q: 3 clusters Score -2.242436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174503 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22424368.000000 Penalty: 5987.487305
	Iteration 18Q: 3 clusters Score -2.242437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174511 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -22424360.000000 Penalty: 5987.487305
	Iteration 19Q: 3 clusters Score -2.242436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174513 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -22424368.000000 Penalty: 5987.487305
	Iteration 20F: 3 clusters Score -2.242437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174515 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -22424368.000000 Penalty: 5987.487305
	Iteration 21Q: 3 clusters Score -2.242437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174519 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22424372.000000 Penalty: 5987.487305
	Iteration 22Q: 3 clusters Score -2.242437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174520 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22424366.000000 Penalty: 5987.487305
	Iteration 23Q: 3 clusters Score -2.242437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174521 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -22424356.000000 Penalty: 5987.487305
	Iteration 24Q: 3 clusters Score -2.242436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174521 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -22424356.000000 Penalty: 5987.487305
	Iteration 25F: 3 clusters Score -2.242436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -91723.085938 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -91723.09 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 400 members 
Entering Unmasked Estep 
Score: -90013.835938 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -90013.84 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -90416.257812 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -90416.26 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -90671.789062 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -90671.79 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -90876.054688 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -90876.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -91025.054688 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -91025.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -91121.375000 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -91121.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -91175.929688 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -91175.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -91213.039062 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -91213.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -91224.640625 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -91224.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -91229.031250 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -91229.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -91233.757812 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -91233.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -91237.375000 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -91237.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -91237.375000 Penalty: 3313.081299
	Iteration 12F: 3 clusters Score -91237.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -64178.855469 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -64178.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62582.433594 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -62582.43 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62856.125000 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -62856.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -62971.324219 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -62971.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63040.148438 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -63040.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63089.015625 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -63089.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63173.347656 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -63173.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63270.351562 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -63270.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63414.019531 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -63414.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63501.261719 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -63501.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63626.167969 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -63626.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63697.746094 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -63697.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63759.328125 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -63759.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63864.738281 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -63864.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -63920.859375 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -63920.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -63959.062500 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -63959.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64004.773438 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -64004.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -64034.859375 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -64034.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64076.347656 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -64076.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -64111.488281 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -64111.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64123.750000 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -64123.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -64141.339844 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -64141.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64170.800781 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -64170.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64184.570312 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -64184.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64192.027344 Penalty: 3198.649170
	Iteration 23Q: 3 clusters Score -64192.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64198.789062 Penalty: 3198.649170
	Iteration 24Q: 3 clusters Score -64198.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64226.281250 Penalty: 3198.649170
	Iteration 25Q: 3 clusters Score -64226.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -64245.914062 Penalty: 3198.649170
	Iteration 26Q: 3 clusters Score -64245.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64253.335938 Penalty: 3198.649170
	Iteration 27Q: 3 clusters Score -64253.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64256.601562 Penalty: 3198.649170
	Iteration 28Q: 3 clusters Score -64256.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64256.601562 Penalty: 3198.649170
	Iteration 29F: 3 clusters Score -64256.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46278 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 174826 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 280 members 
Mstep: Class 9 contains 158379 members 
Mstep: Class 10 contains 144603 members 
Mstep: Class 11 contains 11879 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152209 members 
Mstep: Class 15 contains 81771 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150104 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41439 members 
Mstep: Class 20 contains 72293 members 
Mstep: Class 21 contains 352 members 
Mstep: Class 22 contains 165812 members 
Entering Unmasked Estep 
Score: -161341728.000000 Penalty: 76770.804688
Splitting cluster 8 changes total score from -161343536.000000 to -161341728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (158379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158379 members 
Entering Unmasked Estep 
Score: -20124562.000000 Penalty: 2969.240967
	Iteration 0F: 2 clusters Score -2.012456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79198 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -20020298.000000 Penalty: 5938.481934
	Iteration 0F: 3 clusters Score -2.00203e+07 nChanged 75788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 79693 members 
Entering Unmasked Estep 
Score: -20063666.000000 Penalty: 5938.481934
	Iteration 1F: 3 clusters Score -2.006367e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -20064316.000000 Penalty: 5938.481934
	Iteration 2Q: 3 clusters Score -2.006432e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77515 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -20065040.000000 Penalty: 5938.481934
	Iteration 3Q: 3 clusters Score -2.006504e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 82084 members 
Entering Unmasked Estep 
Score: -20065864.000000 Penalty: 5938.481934
	Iteration 4Q: 3 clusters Score -2.006586e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -20066772.000000 Penalty: 5938.481934
	Iteration 5Q: 3 clusters Score -2.006677e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 86442 members 
Entering Unmasked Estep 
Score: -20068188.000000 Penalty: 5938.481934
	Iteration 6Q: 3 clusters Score -2.006819e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68155 members 
Mstep: Class 2 contains 90224 members 
Entering Unmasked Estep 
Score: -20070408.000000 Penalty: 5938.481934
	Iteration 7Q: 3 clusters Score -2.007041e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 95293 members 
Entering Unmasked Estep 
Score: -20073730.000000 Penalty: 5938.481934
	Iteration 8Q: 3 clusters Score -2.007373e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 101968 members 
Entering Unmasked Estep 
Score: -20078632.000000 Penalty: 5938.481934
	Iteration 9F: 3 clusters Score -2.007863e+07 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 110225 members 
Entering Unmasked Estep 
Score: -20085112.000000 Penalty: 5938.481934
	Iteration 10F: 3 clusters Score -2.008511e+07 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 119401 members 
Entering Unmasked Estep 
Score: -20092984.000000 Penalty: 5938.481934
	Iteration 11F: 3 clusters Score -2.009298e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 128597 members 
Entering Unmasked Estep 
Score: -20100880.000000 Penalty: 5938.481934
	Iteration 12F: 3 clusters Score -2.010088e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 136585 members 
Entering Unmasked Estep 
Score: -20107768.000000 Penalty: 5938.481934
	Iteration 13F: 3 clusters Score -2.010777e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 142934 members 
Entering Unmasked Estep 
Score: -20112928.000000 Penalty: 5938.481934
	Iteration 14Q: 3 clusters Score -2.011293e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 147616 members 
Entering Unmasked Estep 
Score: -20116402.000000 Penalty: 5938.481934
	Iteration 15Q: 3 clusters Score -2.01164e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 150960 members 
Entering Unmasked Estep 
Score: -20118414.000000 Penalty: 5938.481934
	Iteration 16Q: 3 clusters Score -2.011841e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 153400 members 
Entering Unmasked Estep 
Score: -20119782.000000 Penalty: 5938.481934
	Iteration 17Q: 3 clusters Score -2.011978e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 155052 members 
Entering Unmasked Estep 
Score: -20120660.000000 Penalty: 5938.481934
	Iteration 18Q: 3 clusters Score -2.012066e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 156179 members 
Entering Unmasked Estep 
Score: -20121194.000000 Penalty: 5938.481934
	Iteration 19Q: 3 clusters Score -2.012119e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 156891 members 
Entering Unmasked Estep 
Score: -20121538.000000 Penalty: 5938.481934
	Iteration 20F: 3 clusters Score -2.012154e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 157314 members 
Entering Unmasked Estep 
Score: -20121670.000000 Penalty: 5938.481934
	Iteration 21Q: 3 clusters Score -2.012167e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 157556 members 
Entering Unmasked Estep 
Score: -20121810.000000 Penalty: 5938.481934
	Iteration 22Q: 3 clusters Score -2.012181e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 157688 members 
Entering Unmasked Estep 
Score: -20121870.000000 Penalty: 5938.481934
	Iteration 23Q: 3 clusters Score -2.012187e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 157776 members 
Entering Unmasked Estep 
Score: -20121936.000000 Penalty: 5938.481934
	Iteration 24Q: 3 clusters Score -2.012194e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 157828 members 
Entering Unmasked Estep 
Score: -20121968.000000 Penalty: 5938.481934
	Iteration 25Q: 3 clusters Score -2.012197e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 157868 members 
Entering Unmasked Estep 
Score: -20121986.000000 Penalty: 5938.481934
	Iteration 26Q: 3 clusters Score -2.012199e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 157891 members 
Entering Unmasked Estep 
Score: -20121988.000000 Penalty: 5938.481934
	Iteration 27Q: 3 clusters Score -2.012199e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 157909 members 
Entering Unmasked Estep 
Score: -20122010.000000 Penalty: 5938.481934
	Iteration 28Q: 3 clusters Score -2.012201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 157915 members 
Entering Unmasked Estep 
Score: -20122020.000000 Penalty: 5938.481934
	Iteration 29Q: 3 clusters Score -2.012202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 157923 members 
Entering Unmasked Estep 
Score: -20122028.000000 Penalty: 5938.481934
	Iteration 30Q: 3 clusters Score -2.012203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 157933 members 
Entering Unmasked Estep 
Score: -20122044.000000 Penalty: 5938.481934
	Iteration 31Q: 3 clusters Score -2.012204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 157937 members 
Entering Unmasked Estep 
Score: -20122058.000000 Penalty: 5938.481934
	Iteration 32Q: 3 clusters Score -2.012206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 157943 members 
Entering Unmasked Estep 
Score: -20122078.000000 Penalty: 5938.481934
	Iteration 33Q: 3 clusters Score -2.012208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 157949 members 
Entering Unmasked Estep 
Score: -20122088.000000 Penalty: 5938.481934
	Iteration 34Q: 3 clusters Score -2.012209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 157950 members 
Entering Unmasked Estep 
Score: -20122074.000000 Penalty: 5938.481934
	Iteration 35Q: 3 clusters Score -2.012207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 157950 members 
Entering Unmasked Estep 
Score: -20122074.000000 Penalty: 5938.481934
	Iteration 36F: 3 clusters Score -2.012207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (144603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144603 members 
Entering Unmasked Estep 
Score: -18392776.000000 Penalty: 2946.673340
	Iteration 0F: 2 clusters Score -1.839278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72355 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -18297798.000000 Penalty: 5893.346680
	Iteration 0F: 3 clusters Score -1.82978e+07 nChanged 68883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -18338012.000000 Penalty: 5893.346680
	Iteration 1F: 3 clusters Score -1.833801e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72102 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -18339114.000000 Penalty: 5893.346680
	Iteration 2Q: 3 clusters Score -1.833911e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71553 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
Score: -18340554.000000 Penalty: 5893.346680
	Iteration 3Q: 3 clusters Score -1.834055e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70611 members 
Mstep: Class 2 contains 73992 members 
Entering Unmasked Estep 
Score: -18342518.000000 Penalty: 5893.346680
	Iteration 4Q: 3 clusters Score -1.834252e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69096 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -18345290.000000 Penalty: 5893.346680
	Iteration 5Q: 3 clusters Score -1.834529e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66616 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -18349428.000000 Penalty: 5893.346680
	Iteration 6F: 3 clusters Score -1.834943e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 81416 members 
Entering Unmasked Estep 
Score: -18355028.000000 Penalty: 5893.346680
	Iteration 7F: 3 clusters Score -1.835503e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 85713 members 
Entering Unmasked Estep 
Score: -18362452.000000 Penalty: 5893.346680
	Iteration 8F: 3 clusters Score -1.836245e+07 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 90089 members 
Entering Unmasked Estep 
Score: -18370340.000000 Penalty: 5893.346680
	Iteration 9F: 3 clusters Score -1.837034e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 93581 members 
Entering Unmasked Estep 
Score: -18375460.000000 Penalty: 5893.346680
	Iteration 10F: 3 clusters Score -1.837546e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 96163 members 
Entering Unmasked Estep 
Score: -18377596.000000 Penalty: 5893.346680
	Iteration 11Q: 3 clusters Score -1.83776e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 98450 members 
Entering Unmasked Estep 
Score: -18378650.000000 Penalty: 5893.346680
	Iteration 12Q: 3 clusters Score -1.837865e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 100592 members 
Entering Unmasked Estep 
Score: -18379400.000000 Penalty: 5893.346680
	Iteration 13Q: 3 clusters Score -1.83794e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 102697 members 
Entering Unmasked Estep 
Score: -18380046.000000 Penalty: 5893.346680
	Iteration 14Q: 3 clusters Score -1.838005e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 104823 members 
Entering Unmasked Estep 
Score: -18380716.000000 Penalty: 5893.346680
	Iteration 15Q: 3 clusters Score -1.838072e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 106903 members 
Entering Unmasked Estep 
Score: -18381186.000000 Penalty: 5893.346680
	Iteration 16Q: 3 clusters Score -1.838119e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 108934 members 
Entering Unmasked Estep 
Score: -18381674.000000 Penalty: 5893.346680
	Iteration 17Q: 3 clusters Score -1.838167e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 110952 members 
Entering Unmasked Estep 
Score: -18382186.000000 Penalty: 5893.346680
	Iteration 18Q: 3 clusters Score -1.838219e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 112921 members 
Entering Unmasked Estep 
Score: -18382626.000000 Penalty: 5893.346680
	Iteration 19Q: 3 clusters Score -1.838263e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 114854 members 
Entering Unmasked Estep 
Score: -18383136.000000 Penalty: 5893.346680
	Iteration 20F: 3 clusters Score -1.838314e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 116811 members 
Entering Unmasked Estep 
Score: -18383794.000000 Penalty: 5893.346680
	Iteration 21Q: 3 clusters Score -1.838379e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 118786 members 
Entering Unmasked Estep 
Score: -18384204.000000 Penalty: 5893.346680
	Iteration 22Q: 3 clusters Score -1.83842e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 120733 members 
Entering Unmasked Estep 
Score: -18384860.000000 Penalty: 5893.346680
	Iteration 23Q: 3 clusters Score -1.838486e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 122668 members 
Entering Unmasked Estep 
Score: -18385418.000000 Penalty: 5893.346680
	Iteration 24Q: 3 clusters Score -1.838542e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 124538 members 
Entering Unmasked Estep 
Score: -18385924.000000 Penalty: 5893.346680
	Iteration 25Q: 3 clusters Score -1.838592e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 126292 members 
Entering Unmasked Estep 
Score: -18386432.000000 Penalty: 5893.346680
	Iteration 26Q: 3 clusters Score -1.838643e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 127916 members 
Entering Unmasked Estep 
Score: -18386918.000000 Penalty: 5893.346680
	Iteration 27Q: 3 clusters Score -1.838692e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 129477 members 
Entering Unmasked Estep 
Score: -18387392.000000 Penalty: 5893.346680
	Iteration 28Q: 3 clusters Score -1.838739e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 130971 members 
Entering Unmasked Estep 
Score: -18388010.000000 Penalty: 5893.346680
	Iteration 29Q: 3 clusters Score -1.838801e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 132401 members 
Entering Unmasked Estep 
Score: -18388442.000000 Penalty: 5893.346680
	Iteration 30Q: 3 clusters Score -1.838844e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 133724 members 
Entering Unmasked Estep 
Score: -18388782.000000 Penalty: 5893.346680
	Iteration 31Q: 3 clusters Score -1.838878e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 134953 members 
Entering Unmasked Estep 
Score: -18389164.000000 Penalty: 5893.346680
	Iteration 32Q: 3 clusters Score -1.838916e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 136029 members 
Entering Unmasked Estep 
Score: -18389550.000000 Penalty: 5893.346680
	Iteration 33Q: 3 clusters Score -1.838955e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 136987 members 
Entering Unmasked Estep 
Score: -18389924.000000 Penalty: 5893.346680
	Iteration 34Q: 3 clusters Score -1.838992e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 137841 members 
Entering Unmasked Estep 
Score: -18390228.000000 Penalty: 5893.346680
	Iteration 35Q: 3 clusters Score -1.839023e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 138593 members 
Entering Unmasked Estep 
Score: -18390452.000000 Penalty: 5893.346680
	Iteration 36Q: 3 clusters Score -1.839045e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 139213 members 
Entering Unmasked Estep 
Score: -18390648.000000 Penalty: 5893.346680
	Iteration 37Q: 3 clusters Score -1.839065e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 139723 members 
Entering Unmasked Estep 
Score: -18390770.000000 Penalty: 5893.346680
	Iteration 38Q: 3 clusters Score -1.839077e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 140148 members 
Entering Unmasked Estep 
Score: -18390846.000000 Penalty: 5893.346680
	Iteration 39Q: 3 clusters Score -1.839085e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 140511 members 
Entering Unmasked Estep 
Score: -18390946.000000 Penalty: 5893.346680
	Iteration 40F: 3 clusters Score -1.839095e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 140825 members 
Entering Unmasked Estep 
Score: -18390960.000000 Penalty: 5893.346680
	Iteration 41Q: 3 clusters Score -1.839096e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 141076 members 
Entering Unmasked Estep 
Score: -18390968.000000 Penalty: 5893.346680
	Iteration 42Q: 3 clusters Score -1.839097e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 141293 members 
Entering Unmasked Estep 
Score: -18391044.000000 Penalty: 5893.346680
	Iteration 43Q: 3 clusters Score -1.839104e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 141487 members 
Entering Unmasked Estep 
Score: -18391090.000000 Penalty: 5893.346680
	Iteration 44Q: 3 clusters Score -1.839109e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 141645 members 
Entering Unmasked Estep 
Score: -18391062.000000 Penalty: 5893.346680
	Iteration 45Q: 3 clusters Score -1.839106e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 141772 members 
Entering Unmasked Estep 
Score: -18391066.000000 Penalty: 5893.346680
	Iteration 46Q: 3 clusters Score -1.839107e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 141884 members 
Entering Unmasked Estep 
Score: -18391030.000000 Penalty: 5893.346680
	Iteration 47Q: 3 clusters Score -1.839103e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 141976 members 
Entering Unmasked Estep 
Score: -18391012.000000 Penalty: 5893.346680
	Iteration 48Q: 3 clusters Score -1.839101e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 142059 members 
Entering Unmasked Estep 
Score: -18391032.000000 Penalty: 5893.346680
	Iteration 49Q: 3 clusters Score -1.839103e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 142128 members 
Entering Unmasked Estep 
Score: -18391030.000000 Penalty: 5893.346680
	Iteration 50Q: 3 clusters Score -1.839103e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 142195 members 
Entering Unmasked Estep 
Score: -18391056.000000 Penalty: 5893.346680
	Iteration 51Q: 3 clusters Score -1.839106e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 142247 members 
Entering Unmasked Estep 
Score: -18391038.000000 Penalty: 5893.346680
	Iteration 52Q: 3 clusters Score -1.839104e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 142294 members 
Entering Unmasked Estep 
Score: -18391016.000000 Penalty: 5893.346680
	Iteration 53Q: 3 clusters Score -1.839102e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 142329 members 
Entering Unmasked Estep 
Score: -18391010.000000 Penalty: 5893.346680
	Iteration 54Q: 3 clusters Score -1.839101e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 142354 members 
Entering Unmasked Estep 
Score: -18391020.000000 Penalty: 5893.346680
	Iteration 55Q: 3 clusters Score -1.839102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 142372 members 
Entering Unmasked Estep 
Score: -18391024.000000 Penalty: 5893.346680
	Iteration 56Q: 3 clusters Score -1.839102e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 142395 members 
Entering Unmasked Estep 
Score: -18391026.000000 Penalty: 5893.346680
	Iteration 57Q: 3 clusters Score -1.839103e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 142420 members 
Entering Unmasked Estep 
Score: -18391026.000000 Penalty: 5893.346680
	Iteration 58Q: 3 clusters Score -1.839103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 142438 members 
Entering Unmasked Estep 
Score: -18391036.000000 Penalty: 5893.346680
	Iteration 59Q: 3 clusters Score -1.839104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 142454 members 
Entering Unmasked Estep 
Score: -18391040.000000 Penalty: 5893.346680
	Iteration 60F: 3 clusters Score -1.839104e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 142477 members 
Entering Unmasked Estep 
Score: -18391020.000000 Penalty: 5893.346680
	Iteration 61Q: 3 clusters Score -1.839102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 142489 members 
Entering Unmasked Estep 
Score: -18391026.000000 Penalty: 5893.346680
	Iteration 62Q: 3 clusters Score -1.839103e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 142503 members 
Entering Unmasked Estep 
Score: -18391030.000000 Penalty: 5893.346680
	Iteration 63Q: 3 clusters Score -1.839103e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 142519 members 
Entering Unmasked Estep 
Score: -18391030.000000 Penalty: 5893.346680
	Iteration 64Q: 3 clusters Score -1.839103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 142530 members 
Entering Unmasked Estep 
Score: -18391026.000000 Penalty: 5893.346680
	Iteration 65Q: 3 clusters Score -1.839103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 142539 members 
Entering Unmasked Estep 
Score: -18391020.000000 Penalty: 5893.346680
	Iteration 66Q: 3 clusters Score -1.839102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 142541 members 
Entering Unmasked Estep 
Score: -18391022.000000 Penalty: 5893.346680
	Iteration 67Q: 3 clusters Score -1.839102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 142541 members 
Entering Unmasked Estep 
Score: -18391022.000000 Penalty: 5893.346680
	Iteration 68F: 3 clusters Score -1.839102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Entering Unmasked Estep 
Score: -1441000.875000 Penalty: 2326.866699
	Iteration 0F: 2 clusters Score -1441001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1432178.625000 Penalty: 4653.733398
	Iteration 0F: 3 clusters Score -1432179 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1434948.375000 Penalty: 4653.733398
	Iteration 1F: 3 clusters Score -1434948 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1435581.250000 Penalty: 4653.733398
	Iteration 2F: 3 clusters Score -1435581 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1436203.375000 Penalty: 4653.733398
	Iteration 3F: 3 clusters Score -1436203 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1436926.625000 Penalty: 4653.733398
	Iteration 4F: 3 clusters Score -1436927 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1437790.625000 Penalty: 4653.733398
	Iteration 5F: 3 clusters Score -1437791 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1438556.125000 Penalty: 4653.733398
	Iteration 6F: 3 clusters Score -1438556 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1439047.250000 Penalty: 4653.733398
	Iteration 7F: 3 clusters Score -1439047 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1439310.625000 Penalty: 4653.733398
	Iteration 8Q: 3 clusters Score -1439311 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1439443.750000 Penalty: 4653.733398
	Iteration 9Q: 3 clusters Score -1439444 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1439506.500000 Penalty: 4653.733398
	Iteration 10Q: 3 clusters Score -1439506 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1439534.500000 Penalty: 4653.733398
	Iteration 11Q: 3 clusters Score -1439534 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1439550.750000 Penalty: 4653.733398
	Iteration 12Q: 3 clusters Score -1439551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1439557.750000 Penalty: 4653.733398
	Iteration 13Q: 3 clusters Score -1439558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1439558.000000 Penalty: 4653.733398
	Iteration 14Q: 3 clusters Score -1439558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1439563.250000 Penalty: 4653.733398
	Iteration 15Q: 3 clusters Score -1439563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1439568.125000 Penalty: 4653.733398
	Iteration 16Q: 3 clusters Score -1439568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1439569.250000 Penalty: 4653.733398
	Iteration 17Q: 3 clusters Score -1439569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1439570.125000 Penalty: 4653.733398
	Iteration 18Q: 3 clusters Score -1439570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1439572.250000 Penalty: 4653.733398
	Iteration 19Q: 3 clusters Score -1439572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1439570.375000 Penalty: 4653.733398
	Iteration 20F: 3 clusters Score -1439570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1439575.875000 Penalty: 4653.733398
	Iteration 21Q: 3 clusters Score -1439576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1439577.000000 Penalty: 4653.733398
	Iteration 22Q: 3 clusters Score -1439577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1439577.875000 Penalty: 4653.733398
	Iteration 23Q: 3 clusters Score -1439578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1439577.500000 Penalty: 4653.733398
	Iteration 24Q: 3 clusters Score -1439578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1439577.500000 Penalty: 4653.733398
	Iteration 25F: 3 clusters Score -1439578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -518233.593750 Penalty: 2068.433105
	Iteration 0F: 2 clusters Score -518233.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -514212.218750 Penalty: 4136.866211
	Iteration 0F: 3 clusters Score -514212.2 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -515227.781250 Penalty: 4136.866211
	Iteration 1F: 3 clusters Score -515227.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -515471.593750 Penalty: 4136.866211
	Iteration 2F: 3 clusters Score -515471.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -515681.750000 Penalty: 4136.866211
	Iteration 3F: 3 clusters Score -515681.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -515884.218750 Penalty: 4136.866211
	Iteration 4Q: 3 clusters Score -515884.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -516094.718750 Penalty: 4136.866211
	Iteration 5F: 3 clusters Score -516094.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -516296.812500 Penalty: 4136.866211
	Iteration 6Q: 3 clusters Score -516296.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -516504.718750 Penalty: 4136.866211
	Iteration 7Q: 3 clusters Score -516504.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -516745.843750 Penalty: 4136.866211
	Iteration 8Q: 3 clusters Score -516745.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -517012.187500 Penalty: 4136.866211
	Iteration 9Q: 3 clusters Score -517012.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -517266.781250 Penalty: 4136.866211
	Iteration 10Q: 3 clusters Score -517266.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -517535.437500 Penalty: 4136.866211
	Iteration 11Q: 3 clusters Score -517535.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -517852.593750 Penalty: 4136.866211
	Iteration 12Q: 3 clusters Score -517852.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -518090.406250 Penalty: 4136.866211
	Iteration 13Q: 3 clusters Score -518090.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -518295.000000 Penalty: 4136.866211
	Iteration 14Q: 3 clusters Score -518295 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -518489.250000 Penalty: 4136.866211
	Iteration 15Q: 3 clusters Score -518489.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -518607.437500 Penalty: 4136.866211
	Iteration 16Q: 3 clusters Score -518607.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -518677.281250 Penalty: 4136.866211
	Iteration 17Q: 3 clusters Score -518677.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -518734.593750 Penalty: 4136.866211
	Iteration 18Q: 3 clusters Score -518734.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -518776.250000 Penalty: 4136.866211
	Iteration 19Q: 3 clusters Score -518776.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -518792.750000 Penalty: 4136.866211
	Iteration 20F: 3 clusters Score -518792.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -518802.906250 Penalty: 4136.866211
	Iteration 21Q: 3 clusters Score -518802.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -518807.312500 Penalty: 4136.866211
	Iteration 22Q: 3 clusters Score -518807.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -518808.531250 Penalty: 4136.866211
	Iteration 23Q: 3 clusters Score -518808.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -518810.875000 Penalty: 4136.866211
	Iteration 24Q: 3 clusters Score -518810.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -518811.812500 Penalty: 4136.866211
	Iteration 25Q: 3 clusters Score -518811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -518812.062500 Penalty: 4136.866211
	Iteration 26Q: 3 clusters Score -518812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -518812.750000 Penalty: 4136.866211
	Iteration 27Q: 3 clusters Score -518812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -518813.375000 Penalty: 4136.866211
	Iteration 28Q: 3 clusters Score -518813.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -518813.375000 Penalty: 4136.866211
	Iteration 29F: 3 clusters Score -518813.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46278 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 174826 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158379 members 
Mstep: Class 10 contains 144603 members 
Mstep: Class 11 contains 11879 members 
Mstep: Class 12 contains 2321 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152209 members 
Mstep: Class 15 contains 81771 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150104 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41439 members 
Mstep: Class 20 contains 72293 members 
Mstep: Class 21 contains 1869 members 
Mstep: Class 22 contains 165812 members 
Entering Unmasked Estep 
Score: -161342624.000000 Penalty: 76770.804688
Splitting cluster 12 changes total score from -161343536.000000 to -161342624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -40393.312500 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -40393.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39007.265625 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -39007.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39120.292969 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -39120.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39145.441406 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -39145.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39156.734375 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -39156.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39177.242188 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -39177.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39186.390625 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -39186.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39186.390625 Penalty: 2906.950195
	Iteration 6F: 3 clusters Score -39186.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (152209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152209 members 
Entering Unmasked Estep 
Score: -19522116.000000 Penalty: 2959.386475
	Iteration 0F: 2 clusters Score -1.952212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 76287 members 
Entering Unmasked Estep 
Score: -19424362.000000 Penalty: 5918.772949
	Iteration 0F: 3 clusters Score -1.942436e+07 nChanged 73043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -19467222.000000 Penalty: 5918.772949
	Iteration 1F: 3 clusters Score -1.946722e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71557 members 
Mstep: Class 2 contains 80652 members 
Entering Unmasked Estep 
Score: -19468128.000000 Penalty: 5918.772949
	Iteration 2Q: 3 clusters Score -1.946813e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 83260 members 
Entering Unmasked Estep 
Score: -19469456.000000 Penalty: 5918.772949
	Iteration 3Q: 3 clusters Score -1.946946e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 87091 members 
Entering Unmasked Estep 
Score: -19471774.000000 Penalty: 5918.772949
	Iteration 4Q: 3 clusters Score -1.947177e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 92470 members 
Entering Unmasked Estep 
Score: -19475532.000000 Penalty: 5918.772949
	Iteration 5Q: 3 clusters Score -1.947553e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 99557 members 
Entering Unmasked Estep 
Score: -19481466.000000 Penalty: 5918.772949
	Iteration 6F: 3 clusters Score -1.948147e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -19489168.000000 Penalty: 5918.772949
	Iteration 7F: 3 clusters Score -1.948917e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 115070 members 
Entering Unmasked Estep 
Score: -19497568.000000 Penalty: 5918.772949
	Iteration 8F: 3 clusters Score -1.949757e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 120348 members 
Entering Unmasked Estep 
Score: -19504030.000000 Penalty: 5918.772949
	Iteration 9F: 3 clusters Score -1.950403e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 123562 members 
Entering Unmasked Estep 
Score: -19507528.000000 Penalty: 5918.772949
	Iteration 10Q: 3 clusters Score -1.950753e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 125825 members 
Entering Unmasked Estep 
Score: -19509168.000000 Penalty: 5918.772949
	Iteration 11Q: 3 clusters Score -1.950917e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 127824 members 
Entering Unmasked Estep 
Score: -19510286.000000 Penalty: 5918.772949
	Iteration 12Q: 3 clusters Score -1.951029e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 129744 members 
Entering Unmasked Estep 
Score: -19511234.000000 Penalty: 5918.772949
	Iteration 13Q: 3 clusters Score -1.951123e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 131555 members 
Entering Unmasked Estep 
Score: -19512184.000000 Penalty: 5918.772949
	Iteration 14Q: 3 clusters Score -1.951218e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 133333 members 
Entering Unmasked Estep 
Score: -19513126.000000 Penalty: 5918.772949
	Iteration 15Q: 3 clusters Score -1.951313e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 135024 members 
Entering Unmasked Estep 
Score: -19514038.000000 Penalty: 5918.772949
	Iteration 16Q: 3 clusters Score -1.951404e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 136670 members 
Entering Unmasked Estep 
Score: -19514994.000000 Penalty: 5918.772949
	Iteration 17Q: 3 clusters Score -1.951499e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 138191 members 
Entering Unmasked Estep 
Score: -19515820.000000 Penalty: 5918.772949
	Iteration 18Q: 3 clusters Score -1.951582e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 139641 members 
Entering Unmasked Estep 
Score: -19516656.000000 Penalty: 5918.772949
	Iteration 19Q: 3 clusters Score -1.951666e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 141014 members 
Entering Unmasked Estep 
Score: -19517380.000000 Penalty: 5918.772949
	Iteration 20F: 3 clusters Score -1.951738e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 142266 members 
Entering Unmasked Estep 
Score: -19517884.000000 Penalty: 5918.772949
	Iteration 21Q: 3 clusters Score -1.951788e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 143317 members 
Entering Unmasked Estep 
Score: -19518216.000000 Penalty: 5918.772949
	Iteration 22Q: 3 clusters Score -1.951822e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 144238 members 
Entering Unmasked Estep 
Score: -19518652.000000 Penalty: 5918.772949
	Iteration 23Q: 3 clusters Score -1.951865e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 145109 members 
Entering Unmasked Estep 
Score: -19519064.000000 Penalty: 5918.772949
	Iteration 24Q: 3 clusters Score -1.951906e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 145916 members 
Entering Unmasked Estep 
Score: -19519428.000000 Penalty: 5918.772949
	Iteration 25Q: 3 clusters Score -1.951943e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 146612 members 
Entering Unmasked Estep 
Score: -19519594.000000 Penalty: 5918.772949
	Iteration 26Q: 3 clusters Score -1.951959e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 147219 members 
Entering Unmasked Estep 
Score: -19519830.000000 Penalty: 5918.772949
	Iteration 27Q: 3 clusters Score -1.951983e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 147738 members 
Entering Unmasked Estep 
Score: -19519812.000000 Penalty: 5918.772949
	Iteration 28Q: 3 clusters Score -1.951981e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 148169 members 
Entering Unmasked Estep 
Score: -19519900.000000 Penalty: 5918.772949
	Iteration 29Q: 3 clusters Score -1.95199e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 148531 members 
Entering Unmasked Estep 
Score: -19519974.000000 Penalty: 5918.772949
	Iteration 30Q: 3 clusters Score -1.951997e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 148830 members 
Entering Unmasked Estep 
Score: -19520044.000000 Penalty: 5918.772949
	Iteration 31Q: 3 clusters Score -1.952004e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 149100 members 
Entering Unmasked Estep 
Score: -19520052.000000 Penalty: 5918.772949
	Iteration 32Q: 3 clusters Score -1.952005e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 149325 members 
Entering Unmasked Estep 
Score: -19520110.000000 Penalty: 5918.772949
	Iteration 33Q: 3 clusters Score -1.952011e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 149516 members 
Entering Unmasked Estep 
Score: -19520194.000000 Penalty: 5918.772949
	Iteration 34Q: 3 clusters Score -1.952019e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 149685 members 
Entering Unmasked Estep 
Score: -19520194.000000 Penalty: 5918.772949
	Iteration 35Q: 3 clusters Score -1.952019e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 149824 members 
Entering Unmasked Estep 
Score: -19520200.000000 Penalty: 5918.772949
	Iteration 36Q: 3 clusters Score -1.95202e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 149950 members 
Entering Unmasked Estep 
Score: -19520228.000000 Penalty: 5918.772949
	Iteration 37Q: 3 clusters Score -1.952023e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 150063 members 
Entering Unmasked Estep 
Score: -19520290.000000 Penalty: 5918.772949
	Iteration 38Q: 3 clusters Score -1.952029e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 150145 members 
Entering Unmasked Estep 
Score: -19520320.000000 Penalty: 5918.772949
	Iteration 39Q: 3 clusters Score -1.952032e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 150238 members 
Entering Unmasked Estep 
Score: -19520324.000000 Penalty: 5918.772949
	Iteration 40F: 3 clusters Score -1.952032e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 150311 members 
Entering Unmasked Estep 
Score: -19520364.000000 Penalty: 5918.772949
	Iteration 41Q: 3 clusters Score -1.952036e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 150373 members 
Entering Unmasked Estep 
Score: -19520372.000000 Penalty: 5918.772949
	Iteration 42Q: 3 clusters Score -1.952037e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 150419 members 
Entering Unmasked Estep 
Score: -19520376.000000 Penalty: 5918.772949
	Iteration 43Q: 3 clusters Score -1.952038e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 150460 members 
Entering Unmasked Estep 
Score: -19520392.000000 Penalty: 5918.772949
	Iteration 44Q: 3 clusters Score -1.952039e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 150494 members 
Entering Unmasked Estep 
Score: -19520392.000000 Penalty: 5918.772949
	Iteration 45Q: 3 clusters Score -1.952039e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 150524 members 
Entering Unmasked Estep 
Score: -19520364.000000 Penalty: 5918.772949
	Iteration 46Q: 3 clusters Score -1.952036e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 150549 members 
Entering Unmasked Estep 
Score: -19520364.000000 Penalty: 5918.772949
	Iteration 47Q: 3 clusters Score -1.952036e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 150573 members 
Entering Unmasked Estep 
Score: -19520346.000000 Penalty: 5918.772949
	Iteration 48Q: 3 clusters Score -1.952035e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 150602 members 
Entering Unmasked Estep 
Score: -19520348.000000 Penalty: 5918.772949
	Iteration 49Q: 3 clusters Score -1.952035e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 150619 members 
Entering Unmasked Estep 
Score: -19520358.000000 Penalty: 5918.772949
	Iteration 50Q: 3 clusters Score -1.952036e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 150638 members 
Entering Unmasked Estep 
Score: -19520318.000000 Penalty: 5918.772949
	Iteration 51Q: 3 clusters Score -1.952032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 150655 members 
Entering Unmasked Estep 
Score: -19520328.000000 Penalty: 5918.772949
	Iteration 52Q: 3 clusters Score -1.952033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 150666 members 
Entering Unmasked Estep 
Score: -19520312.000000 Penalty: 5918.772949
	Iteration 53Q: 3 clusters Score -1.952031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 150675 members 
Entering Unmasked Estep 
Score: -19520306.000000 Penalty: 5918.772949
	Iteration 54Q: 3 clusters Score -1.952031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 150689 members 
Entering Unmasked Estep 
Score: -19520322.000000 Penalty: 5918.772949
	Iteration 55Q: 3 clusters Score -1.952032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 150699 members 
Entering Unmasked Estep 
Score: -19520318.000000 Penalty: 5918.772949
	Iteration 56Q: 3 clusters Score -1.952032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 150713 members 
Entering Unmasked Estep 
Score: -19520324.000000 Penalty: 5918.772949
	Iteration 57Q: 3 clusters Score -1.952032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 150726 members 
Entering Unmasked Estep 
Score: -19520322.000000 Penalty: 5918.772949
	Iteration 58Q: 3 clusters Score -1.952032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 150742 members 
Entering Unmasked Estep 
Score: -19520340.000000 Penalty: 5918.772949
	Iteration 59Q: 3 clusters Score -1.952034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 150754 members 
Entering Unmasked Estep 
Score: -19520332.000000 Penalty: 5918.772949
	Iteration 60F: 3 clusters Score -1.952033e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 150771 members 
Entering Unmasked Estep 
Score: -19520344.000000 Penalty: 5918.772949
	Iteration 61Q: 3 clusters Score -1.952034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 150781 members 
Entering Unmasked Estep 
Score: -19520366.000000 Penalty: 5918.772949
	Iteration 62Q: 3 clusters Score -1.952037e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 150791 members 
Entering Unmasked Estep 
Score: -19520384.000000 Penalty: 5918.772949
	Iteration 63Q: 3 clusters Score -1.952038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 150802 members 
Entering Unmasked Estep 
Score: -19520374.000000 Penalty: 5918.772949
	Iteration 64Q: 3 clusters Score -1.952037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 150809 members 
Entering Unmasked Estep 
Score: -19520388.000000 Penalty: 5918.772949
	Iteration 65Q: 3 clusters Score -1.952039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 150815 members 
Entering Unmasked Estep 
Score: -19520394.000000 Penalty: 5918.772949
	Iteration 66Q: 3 clusters Score -1.952039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 150822 members 
Entering Unmasked Estep 
Score: -19520380.000000 Penalty: 5918.772949
	Iteration 67Q: 3 clusters Score -1.952038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 150831 members 
Entering Unmasked Estep 
Score: -19520402.000000 Penalty: 5918.772949
	Iteration 68Q: 3 clusters Score -1.95204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 150847 members 
Entering Unmasked Estep 
Score: -19520388.000000 Penalty: 5918.772949
	Iteration 69Q: 3 clusters Score -1.952039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 150857 members 
Entering Unmasked Estep 
Score: -19520378.000000 Penalty: 5918.772949
	Iteration 70Q: 3 clusters Score -1.952038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 150865 members 
Entering Unmasked Estep 
Score: -19520382.000000 Penalty: 5918.772949
	Iteration 71Q: 3 clusters Score -1.952038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 150882 members 
Entering Unmasked Estep 
Score: -19520374.000000 Penalty: 5918.772949
	Iteration 72Q: 3 clusters Score -1.952037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 150901 members 
Entering Unmasked Estep 
Score: -19520378.000000 Penalty: 5918.772949
	Iteration 73Q: 3 clusters Score -1.952038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 150910 members 
Entering Unmasked Estep 
Score: -19520376.000000 Penalty: 5918.772949
	Iteration 74Q: 3 clusters Score -1.952038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 150921 members 
Entering Unmasked Estep 
Score: -19520390.000000 Penalty: 5918.772949
	Iteration 75Q: 3 clusters Score -1.952039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 150933 members 
Entering Unmasked Estep 
Score: -19520386.000000 Penalty: 5918.772949
	Iteration 76Q: 3 clusters Score -1.952039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 150943 members 
Entering Unmasked Estep 
Score: -19520408.000000 Penalty: 5918.772949
	Iteration 77Q: 3 clusters Score -1.952041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 150956 members 
Entering Unmasked Estep 
Score: -19520412.000000 Penalty: 5918.772949
	Iteration 78Q: 3 clusters Score -1.952041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 150971 members 
Entering Unmasked Estep 
Score: -19520406.000000 Penalty: 5918.772949
	Iteration 79Q: 3 clusters Score -1.952041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 150982 members 
Entering Unmasked Estep 
Score: -19520406.000000 Penalty: 5918.772949
	Iteration 80F: 3 clusters Score -1.952041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 150989 members 
Entering Unmasked Estep 
Score: -19520418.000000 Penalty: 5918.772949
	Iteration 81Q: 3 clusters Score -1.952042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 150994 members 
Entering Unmasked Estep 
Score: -19520420.000000 Penalty: 5918.772949
	Iteration 82Q: 3 clusters Score -1.952042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 150997 members 
Entering Unmasked Estep 
Score: -19520418.000000 Penalty: 5918.772949
	Iteration 83Q: 3 clusters Score -1.952042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 151001 members 
Entering Unmasked Estep 
Score: -19520422.000000 Penalty: 5918.772949
	Iteration 84Q: 3 clusters Score -1.952042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 151002 members 
Entering Unmasked Estep 
Score: -19520420.000000 Penalty: 5918.772949
	Iteration 85Q: 3 clusters Score -1.952042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 151002 members 
Entering Unmasked Estep 
Score: -19520420.000000 Penalty: 5918.772949
	Iteration 86F: 3 clusters Score -1.952042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (81771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Entering Unmasked Estep 
Score: -10148169.000000 Penalty: 2805.296143
	Iteration 0F: 2 clusters Score -1.014817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -10093719.000000 Penalty: 5610.592285
	Iteration 0F: 3 clusters Score -1.009372e+07 nChanged 38361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -10115301.000000 Penalty: 5610.592285
	Iteration 1F: 3 clusters Score -1.01153e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -10115932.000000 Penalty: 5610.592285
	Iteration 2Q: 3 clusters Score -1.011593e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -10116756.000000 Penalty: 5610.592285
	Iteration 3Q: 3 clusters Score -1.011676e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -10118134.000000 Penalty: 5610.592285
	Iteration 4Q: 3 clusters Score -1.011813e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 54108 members 
Entering Unmasked Estep 
Score: -10120468.000000 Penalty: 5610.592285
	Iteration 5F: 3 clusters Score -1.012047e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -10125093.000000 Penalty: 5610.592285
	Iteration 6F: 3 clusters Score -1.012509e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -10131901.000000 Penalty: 5610.592285
	Iteration 7F: 3 clusters Score -1.01319e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 74986 members 
Entering Unmasked Estep 
Score: -10139055.000000 Penalty: 5610.592285
	Iteration 8F: 3 clusters Score -1.013906e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 79280 members 
Entering Unmasked Estep 
Score: -10143400.000000 Penalty: 5610.592285
	Iteration 9F: 3 clusters Score -1.01434e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -10144998.000000 Penalty: 5610.592285
	Iteration 10Q: 3 clusters Score -1.0145e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -10145434.000000 Penalty: 5610.592285
	Iteration 11Q: 3 clusters Score -1.014543e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 81477 members 
Entering Unmasked Estep 
Score: -10145567.000000 Penalty: 5610.592285
	Iteration 12Q: 3 clusters Score -1.014557e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 81513 members 
Entering Unmasked Estep 
Score: -10145601.000000 Penalty: 5610.592285
	Iteration 13Q: 3 clusters Score -1.01456e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -10145634.000000 Penalty: 5610.592285
	Iteration 14Q: 3 clusters Score -1.014563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 81529 members 
Entering Unmasked Estep 
Score: -10145652.000000 Penalty: 5610.592285
	Iteration 15Q: 3 clusters Score -1.014565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 81531 members 
Entering Unmasked Estep 
Score: -10145670.000000 Penalty: 5610.592285
	Iteration 16Q: 3 clusters Score -1.014567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -10145678.000000 Penalty: 5610.592285
	Iteration 17Q: 3 clusters Score -1.014568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -10145681.000000 Penalty: 5610.592285
	Iteration 18Q: 3 clusters Score -1.014568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
Score: -10145696.000000 Penalty: 5610.592285
	Iteration 19Q: 3 clusters Score -1.01457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 81551 members 
Entering Unmasked Estep 
Score: -10145714.000000 Penalty: 5610.592285
	Iteration 20F: 3 clusters Score -1.014571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 81550 members 
Entering Unmasked Estep 
Score: -10145713.000000 Penalty: 5610.592285
	Iteration 21Q: 3 clusters Score -1.014571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 81551 members 
Entering Unmasked Estep 
Score: -10145711.000000 Penalty: 5610.592285
	Iteration 22Q: 3 clusters Score -1.014571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 81551 members 
Entering Unmasked Estep 
Score: -10145711.000000 Penalty: 5610.592285
	Iteration 23F: 3 clusters Score -1.014571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Entering Unmasked Estep 
Score: -1173445.375000 Penalty: 2276.789551
	Iteration 0F: 2 clusters Score -1173445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1165971.875000 Penalty: 4553.579102
	Iteration 0F: 3 clusters Score -1165972 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1168110.875000 Penalty: 4553.579102
	Iteration 1F: 3 clusters Score -1168111 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1168512.500000 Penalty: 4553.579102
	Iteration 2F: 3 clusters Score -1168512 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1169004.500000 Penalty: 4553.579102
	Iteration 3F: 3 clusters Score -1169004 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1169648.375000 Penalty: 4553.579102
	Iteration 4F: 3 clusters Score -1169648 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1170332.750000 Penalty: 4553.579102
	Iteration 5F: 3 clusters Score -1170333 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1170911.375000 Penalty: 4553.579102
	Iteration 6F: 3 clusters Score -1170911 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1171391.250000 Penalty: 4553.579102
	Iteration 7F: 3 clusters Score -1171391 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1171744.375000 Penalty: 4553.579102
	Iteration 8F: 3 clusters Score -1171744 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1171966.500000 Penalty: 4553.579102
	Iteration 9Q: 3 clusters Score -1171966 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1172119.750000 Penalty: 4553.579102
	Iteration 10Q: 3 clusters Score -1172120 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1172213.500000 Penalty: 4553.579102
	Iteration 11Q: 3 clusters Score -1172214 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1172284.250000 Penalty: 4553.579102
	Iteration 12Q: 3 clusters Score -1172284 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1172342.000000 Penalty: 4553.579102
	Iteration 13Q: 3 clusters Score -1172342 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1172387.000000 Penalty: 4553.579102
	Iteration 14Q: 3 clusters Score -1172387 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1172425.500000 Penalty: 4553.579102
	Iteration 15Q: 3 clusters Score -1172426 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1172454.375000 Penalty: 4553.579102
	Iteration 16Q: 3 clusters Score -1172454 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1172485.125000 Penalty: 4553.579102
	Iteration 17Q: 3 clusters Score -1172485 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1172501.000000 Penalty: 4553.579102
	Iteration 18Q: 3 clusters Score -1172501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1172518.375000 Penalty: 4553.579102
	Iteration 19Q: 3 clusters Score -1172518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1172531.250000 Penalty: 4553.579102
	Iteration 20F: 3 clusters Score -1172531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1172544.125000 Penalty: 4553.579102
	Iteration 21Q: 3 clusters Score -1172544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1172552.250000 Penalty: 4553.579102
	Iteration 22Q: 3 clusters Score -1172552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1172561.625000 Penalty: 4553.579102
	Iteration 23Q: 3 clusters Score -1172562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1172566.000000 Penalty: 4553.579102
	Iteration 24Q: 3 clusters Score -1172566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1172574.250000 Penalty: 4553.579102
	Iteration 25Q: 3 clusters Score -1172574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1172584.250000 Penalty: 4553.579102
	Iteration 26Q: 3 clusters Score -1172584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1172594.750000 Penalty: 4553.579102
	Iteration 27Q: 3 clusters Score -1172595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1172605.375000 Penalty: 4553.579102
	Iteration 28Q: 3 clusters Score -1172605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1172614.250000 Penalty: 4553.579102
	Iteration 29Q: 3 clusters Score -1172614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1172626.500000 Penalty: 4553.579102
	Iteration 30Q: 3 clusters Score -1172626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1172631.625000 Penalty: 4553.579102
	Iteration 31Q: 3 clusters Score -1172632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1172638.125000 Penalty: 4553.579102
	Iteration 32Q: 3 clusters Score -1172638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1172640.250000 Penalty: 4553.579102
	Iteration 33Q: 3 clusters Score -1172640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1172644.250000 Penalty: 4553.579102
	Iteration 34Q: 3 clusters Score -1172644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1172646.375000 Penalty: 4553.579102
	Iteration 35Q: 3 clusters Score -1172646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1172644.375000 Penalty: 4553.579102
	Iteration 36Q: 3 clusters Score -1172644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1172647.375000 Penalty: 4553.579102
	Iteration 37Q: 3 clusters Score -1172647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1172650.250000 Penalty: 4553.579102
	Iteration 38Q: 3 clusters Score -1172650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1172654.500000 Penalty: 4553.579102
	Iteration 39Q: 3 clusters Score -1172654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1172653.875000 Penalty: 4553.579102
	Iteration 40F: 3 clusters Score -1172654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1172655.625000 Penalty: 4553.579102
	Iteration 41Q: 3 clusters Score -1172656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1172657.750000 Penalty: 4553.579102
	Iteration 42Q: 3 clusters Score -1172658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1172659.875000 Penalty: 4553.579102
	Iteration 43Q: 3 clusters Score -1172660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1172664.375000 Penalty: 4553.579102
	Iteration 44Q: 3 clusters Score -1172664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1172671.125000 Penalty: 4553.579102
	Iteration 45Q: 3 clusters Score -1172671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1172673.500000 Penalty: 4553.579102
	Iteration 46Q: 3 clusters Score -1172674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1172677.625000 Penalty: 4553.579102
	Iteration 47Q: 3 clusters Score -1172678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1172679.625000 Penalty: 4553.579102
	Iteration 48Q: 3 clusters Score -1172680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1172679.125000 Penalty: 4553.579102
	Iteration 49Q: 3 clusters Score -1172679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1172680.750000 Penalty: 4553.579102
	Iteration 50Q: 3 clusters Score -1172681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1172683.875000 Penalty: 4553.579102
	Iteration 51Q: 3 clusters Score -1172684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1172682.750000 Penalty: 4553.579102
	Iteration 52Q: 3 clusters Score -1172683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1172684.875000 Penalty: 4553.579102
	Iteration 53Q: 3 clusters Score -1172685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1172684.250000 Penalty: 4553.579102
	Iteration 54Q: 3 clusters Score -1172684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1172683.625000 Penalty: 4553.579102
	Iteration 55Q: 3 clusters Score -1172684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1172685.500000 Penalty: 4553.579102
	Iteration 56Q: 3 clusters Score -1172686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1172685.500000 Penalty: 4553.579102
	Iteration 57F: 3 clusters Score -1172686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (150104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150104 members 
Entering Unmasked Estep 
Score: -19336664.000000 Penalty: 2955.932617
	Iteration 0F: 2 clusters Score -1.933666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75325 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -19241114.000000 Penalty: 5911.865234
	Iteration 0F: 3 clusters Score -1.924111e+07 nChanged 71657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79998 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -19282604.000000 Penalty: 5911.865234
	Iteration 1F: 3 clusters Score -1.92826e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 67028 members 
Entering Unmasked Estep 
Score: -19283690.000000 Penalty: 5911.865234
	Iteration 2Q: 3 clusters Score -1.928369e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87710 members 
Mstep: Class 2 contains 62394 members 
Entering Unmasked Estep 
Score: -19285298.000000 Penalty: 5911.865234
	Iteration 3Q: 3 clusters Score -1.92853e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94527 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -19288270.000000 Penalty: 5911.865234
	Iteration 4F: 3 clusters Score -1.928827e+07 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103913 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -19293980.000000 Penalty: 5911.865234
	Iteration 5F: 3 clusters Score -1.929398e+07 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115484 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -19302160.000000 Penalty: 5911.865234
	Iteration 6F: 3 clusters Score -1.930216e+07 nChanged 11892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127304 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -19312156.000000 Penalty: 5911.865234
	Iteration 7F: 3 clusters Score -1.931216e+07 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137119 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -19321424.000000 Penalty: 5911.865234
	Iteration 8F: 3 clusters Score -1.932142e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143575 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -19327524.000000 Penalty: 5911.865234
	Iteration 9Q: 3 clusters Score -1.932752e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147025 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -19331090.000000 Penalty: 5911.865234
	Iteration 10Q: 3 clusters Score -1.933109e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148601 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -19332604.000000 Penalty: 5911.865234
	Iteration 11Q: 3 clusters Score -1.93326e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149279 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -19333340.000000 Penalty: 5911.865234
	Iteration 12Q: 3 clusters Score -1.933334e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149561 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19333610.000000 Penalty: 5911.865234
	Iteration 13Q: 3 clusters Score -1.933361e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149672 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -19333772.000000 Penalty: 5911.865234
	Iteration 14Q: 3 clusters Score -1.933377e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149723 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -19333870.000000 Penalty: 5911.865234
	Iteration 15Q: 3 clusters Score -1.933387e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149745 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -19333910.000000 Penalty: 5911.865234
	Iteration 16Q: 3 clusters Score -1.933391e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149770 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -19333972.000000 Penalty: 5911.865234
	Iteration 17Q: 3 clusters Score -1.933397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149780 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19333966.000000 Penalty: 5911.865234
	Iteration 18Q: 3 clusters Score -1.933397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149787 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19333974.000000 Penalty: 5911.865234
	Iteration 19Q: 3 clusters Score -1.933397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149792 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19333988.000000 Penalty: 5911.865234
	Iteration 20F: 3 clusters Score -1.933399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149796 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -19333986.000000 Penalty: 5911.865234
	Iteration 21Q: 3 clusters Score -1.933399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149803 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19334000.000000 Penalty: 5911.865234
	Iteration 22Q: 3 clusters Score -1.9334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149808 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19334006.000000 Penalty: 5911.865234
	Iteration 23Q: 3 clusters Score -1.933401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149812 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19334018.000000 Penalty: 5911.865234
	Iteration 24Q: 3 clusters Score -1.933402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149815 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -19334034.000000 Penalty: 5911.865234
	Iteration 25Q: 3 clusters Score -1.933403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149816 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19334022.000000 Penalty: 5911.865234
	Iteration 26Q: 3 clusters Score -1.933402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149817 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19334032.000000 Penalty: 5911.865234
	Iteration 27Q: 3 clusters Score -1.933403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149817 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19334042.000000 Penalty: 5911.865234
	Iteration 28Q: 3 clusters Score -1.933404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149818 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19334044.000000 Penalty: 5911.865234
	Iteration 29Q: 3 clusters Score -1.933404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149818 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19334044.000000 Penalty: 5911.865234
	Iteration 30F: 3 clusters Score -1.933404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -38932.289062 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -38932.29 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 212 members 
Entering Unmasked Estep 
Score: -37569.929688 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -37569.93 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37903.488281 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -37903.49 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38120.753906 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -38120.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38221.308594 Penalty: 2992.410889
	Iteration 3F: 3 clusters Score -38221.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38279.570312 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -38279.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38329.183594 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -38329.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38351.308594 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -38351.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38383.710938 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -38383.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38427.519531 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -38427.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38460.851562 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -38460.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38474.296875 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -38474.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38492.515625 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -38492.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38499.445312 Penalty: 2992.410889
	Iteration 12Q: 3 clusters Score -38499.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38511.792969 Penalty: 2992.410889
	Iteration 13Q: 3 clusters Score -38511.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38519.628906 Penalty: 2992.410889
	Iteration 14Q: 3 clusters Score -38519.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38526.292969 Penalty: 2992.410889
	Iteration 15Q: 3 clusters Score -38526.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38532.980469 Penalty: 2992.410889
	Iteration 16Q: 3 clusters Score -38532.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38535.351562 Penalty: 2992.410889
	Iteration 17Q: 3 clusters Score -38535.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38535.351562 Penalty: 2992.410889
	Iteration 18F: 3 clusters Score -38535.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Entering Unmasked Estep 
Score: -5294976.000000 Penalty: 2636.730469
	Iteration 0F: 2 clusters Score -5294976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -5266964.000000 Penalty: 5273.460938
	Iteration 0F: 3 clusters Score -5266964 nChanged 18964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -5277279.000000 Penalty: 5273.460938
	Iteration 1F: 3 clusters Score -5277279 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -5277816.000000 Penalty: 5273.460938
	Iteration 2Q: 3 clusters Score -5277816 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -5278389.500000 Penalty: 5273.460938
	Iteration 3Q: 3 clusters Score -5278390 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -5278857.000000 Penalty: 5273.460938
	Iteration 4Q: 3 clusters Score -5278857 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -5279353.500000 Penalty: 5273.460938
	Iteration 5Q: 3 clusters Score -5279354 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -5279858.000000 Penalty: 5273.460938
	Iteration 6Q: 3 clusters Score -5279858 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -5280305.000000 Penalty: 5273.460938
	Iteration 7Q: 3 clusters Score -5280305 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -5280859.000000 Penalty: 5273.460938
	Iteration 8Q: 3 clusters Score -5280859 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -5281530.000000 Penalty: 5273.460938
	Iteration 9Q: 3 clusters Score -5281530 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -5282386.000000 Penalty: 5273.460938
	Iteration 10Q: 3 clusters Score -5282386 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -5283401.500000 Penalty: 5273.460938
	Iteration 11Q: 3 clusters Score -5283402 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -5284599.000000 Penalty: 5273.460938
	Iteration 12Q: 3 clusters Score -5284599 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -5285699.500000 Penalty: 5273.460938
	Iteration 13Q: 3 clusters Score -5285700 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -5286511.000000 Penalty: 5273.460938
	Iteration 14Q: 3 clusters Score -5286511 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -5286987.500000 Penalty: 5273.460938
	Iteration 15Q: 3 clusters Score -5286988 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -5287302.500000 Penalty: 5273.460938
	Iteration 16Q: 3 clusters Score -5287302 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -5287582.000000 Penalty: 5273.460938
	Iteration 17Q: 3 clusters Score -5287582 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -5287847.000000 Penalty: 5273.460938
	Iteration 18Q: 3 clusters Score -5287847 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -5288096.500000 Penalty: 5273.460938
	Iteration 19Q: 3 clusters Score -5288096 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -5288359.000000 Penalty: 5273.460938
	Iteration 20F: 3 clusters Score -5288359 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -5288597.500000 Penalty: 5273.460938
	Iteration 21Q: 3 clusters Score -5288598 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -5288815.000000 Penalty: 5273.460938
	Iteration 22Q: 3 clusters Score -5288815 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -5288974.000000 Penalty: 5273.460938
	Iteration 23Q: 3 clusters Score -5288974 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -5289152.500000 Penalty: 5273.460938
	Iteration 24Q: 3 clusters Score -5289152 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -5289338.000000 Penalty: 5273.460938
	Iteration 25Q: 3 clusters Score -5289338 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -5289529.000000 Penalty: 5273.460938
	Iteration 26Q: 3 clusters Score -5289529 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -5289686.500000 Penalty: 5273.460938
	Iteration 27Q: 3 clusters Score -5289686 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -5289854.000000 Penalty: 5273.460938
	Iteration 28Q: 3 clusters Score -5289854 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -5289999.000000 Penalty: 5273.460938
	Iteration 29Q: 3 clusters Score -5289999 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -5290145.500000 Penalty: 5273.460938
	Iteration 30Q: 3 clusters Score -5290146 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -5290298.000000 Penalty: 5273.460938
	Iteration 31Q: 3 clusters Score -5290298 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -5290420.000000 Penalty: 5273.460938
	Iteration 32Q: 3 clusters Score -5290420 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -5290525.000000 Penalty: 5273.460938
	Iteration 33Q: 3 clusters Score -5290525 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -5290622.500000 Penalty: 5273.460938
	Iteration 34Q: 3 clusters Score -5290622 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -5290682.000000 Penalty: 5273.460938
	Iteration 35Q: 3 clusters Score -5290682 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -5290757.000000 Penalty: 5273.460938
	Iteration 36Q: 3 clusters Score -5290757 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -5290789.000000 Penalty: 5273.460938
	Iteration 37Q: 3 clusters Score -5290789 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -5290825.000000 Penalty: 5273.460938
	Iteration 38Q: 3 clusters Score -5290825 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -5290869.000000 Penalty: 5273.460938
	Iteration 39Q: 3 clusters Score -5290869 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -5290906.000000 Penalty: 5273.460938
	Iteration 40F: 3 clusters Score -5290906 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -5290968.000000 Penalty: 5273.460938
	Iteration 41Q: 3 clusters Score -5290968 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -5291016.000000 Penalty: 5273.460938
	Iteration 42Q: 3 clusters Score -5291016 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -5291059.500000 Penalty: 5273.460938
	Iteration 43Q: 3 clusters Score -5291060 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -5291078.500000 Penalty: 5273.460938
	Iteration 44Q: 3 clusters Score -5291078 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -5291130.500000 Penalty: 5273.460938
	Iteration 45Q: 3 clusters Score -5291130 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -5291161.500000 Penalty: 5273.460938
	Iteration 46Q: 3 clusters Score -5291162 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -5291199.000000 Penalty: 5273.460938
	Iteration 47Q: 3 clusters Score -5291199 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -5291246.000000 Penalty: 5273.460938
	Iteration 48Q: 3 clusters Score -5291246 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -5291273.500000 Penalty: 5273.460938
	Iteration 49Q: 3 clusters Score -5291274 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -5291275.500000 Penalty: 5273.460938
	Iteration 50Q: 3 clusters Score -5291276 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -5291299.000000 Penalty: 5273.460938
	Iteration 51Q: 3 clusters Score -5291299 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -5291316.500000 Penalty: 5273.460938
	Iteration 52Q: 3 clusters Score -5291316 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -5291323.500000 Penalty: 5273.460938
	Iteration 53Q: 3 clusters Score -5291324 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -5291360.000000 Penalty: 5273.460938
	Iteration 54Q: 3 clusters Score -5291360 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -5291368.500000 Penalty: 5273.460938
	Iteration 55Q: 3 clusters Score -5291368 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -5291392.500000 Penalty: 5273.460938
	Iteration 56Q: 3 clusters Score -5291392 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -5291416.500000 Penalty: 5273.460938
	Iteration 57Q: 3 clusters Score -5291416 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -5291452.500000 Penalty: 5273.460938
	Iteration 58Q: 3 clusters Score -5291452 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -5291496.500000 Penalty: 5273.460938
	Iteration 59Q: 3 clusters Score -5291496 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -5291523.500000 Penalty: 5273.460938
	Iteration 60F: 3 clusters Score -5291524 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -5291563.000000 Penalty: 5273.460938
	Iteration 61Q: 3 clusters Score -5291563 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -5291592.500000 Penalty: 5273.460938
	Iteration 62Q: 3 clusters Score -5291592 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -5291622.500000 Penalty: 5273.460938
	Iteration 63Q: 3 clusters Score -5291622 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -5291643.500000 Penalty: 5273.460938
	Iteration 64Q: 3 clusters Score -5291644 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -5291670.500000 Penalty: 5273.460938
	Iteration 65Q: 3 clusters Score -5291670 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -5291694.000000 Penalty: 5273.460938
	Iteration 66Q: 3 clusters Score -5291694 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -5291716.500000 Penalty: 5273.460938
	Iteration 67Q: 3 clusters Score -5291716 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -5291736.500000 Penalty: 5273.460938
	Iteration 68Q: 3 clusters Score -5291736 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -5291763.500000 Penalty: 5273.460938
	Iteration 69Q: 3 clusters Score -5291764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -5291792.000000 Penalty: 5273.460938
	Iteration 70Q: 3 clusters Score -5291792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -5291823.000000 Penalty: 5273.460938
	Iteration 71Q: 3 clusters Score -5291823 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -5291823.500000 Penalty: 5273.460938
	Iteration 72Q: 3 clusters Score -5291824 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -5291849.000000 Penalty: 5273.460938
	Iteration 73Q: 3 clusters Score -5291849 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -5291872.500000 Penalty: 5273.460938
	Iteration 74Q: 3 clusters Score -5291872 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -5291889.000000 Penalty: 5273.460938
	Iteration 75Q: 3 clusters Score -5291889 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -5291908.000000 Penalty: 5273.460938
	Iteration 76Q: 3 clusters Score -5291908 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5291934.000000 Penalty: 5273.460938
	Iteration 77Q: 3 clusters Score -5291934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5291943.000000 Penalty: 5273.460938
	Iteration 78Q: 3 clusters Score -5291943 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -5291963.500000 Penalty: 5273.460938
	Iteration 79Q: 3 clusters Score -5291964 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -5291966.000000 Penalty: 5273.460938
	Iteration 80F: 3 clusters Score -5291966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5291971.000000 Penalty: 5273.460938
	Iteration 81Q: 3 clusters Score -5291971 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5291985.000000 Penalty: 5273.460938
	Iteration 82Q: 3 clusters Score -5291985 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -5291989.500000 Penalty: 5273.460938
	Iteration 83Q: 3 clusters Score -5291990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5292000.000000 Penalty: 5273.460938
	Iteration 84Q: 3 clusters Score -5292000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5292025.000000 Penalty: 5273.460938
	Iteration 85Q: 3 clusters Score -5292025 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5292044.000000 Penalty: 5273.460938
	Iteration 86Q: 3 clusters Score -5292044 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5292057.000000 Penalty: 5273.460938
	Iteration 87Q: 3 clusters Score -5292057 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5292081.000000 Penalty: 5273.460938
	Iteration 88Q: 3 clusters Score -5292081 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5292089.000000 Penalty: 5273.460938
	Iteration 89Q: 3 clusters Score -5292089 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5292102.000000 Penalty: 5273.460938
	Iteration 90Q: 3 clusters Score -5292102 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5292113.000000 Penalty: 5273.460938
	Iteration 91Q: 3 clusters Score -5292113 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5292131.500000 Penalty: 5273.460938
	Iteration 92Q: 3 clusters Score -5292132 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5292146.000000 Penalty: 5273.460938
	Iteration 93Q: 3 clusters Score -5292146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5292164.500000 Penalty: 5273.460938
	Iteration 94Q: 3 clusters Score -5292164 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5292192.500000 Penalty: 5273.460938
	Iteration 95Q: 3 clusters Score -5292192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5292218.500000 Penalty: 5273.460938
	Iteration 96Q: 3 clusters Score -5292218 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5292246.500000 Penalty: 5273.460938
	Iteration 97Q: 3 clusters Score -5292246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5292268.500000 Penalty: 5273.460938
	Iteration 98Q: 3 clusters Score -5292268 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5292293.000000 Penalty: 5273.460938
	Iteration 99Q: 3 clusters Score -5292293 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5292311.000000 Penalty: 5273.460938
	Iteration 100F: 3 clusters Score -5292311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5292327.500000 Penalty: 5273.460938
	Iteration 101Q: 3 clusters Score -5292328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5292360.500000 Penalty: 5273.460938
	Iteration 102Q: 3 clusters Score -5292360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5292371.000000 Penalty: 5273.460938
	Iteration 103Q: 3 clusters Score -5292371 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5292391.500000 Penalty: 5273.460938
	Iteration 104Q: 3 clusters Score -5292392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5292414.500000 Penalty: 5273.460938
	Iteration 105Q: 3 clusters Score -5292414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5292425.500000 Penalty: 5273.460938
	Iteration 106Q: 3 clusters Score -5292426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5292438.500000 Penalty: 5273.460938
	Iteration 107Q: 3 clusters Score -5292438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5292448.000000 Penalty: 5273.460938
	Iteration 108Q: 3 clusters Score -5292448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5292453.500000 Penalty: 5273.460938
	Iteration 109Q: 3 clusters Score -5292454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5292463.500000 Penalty: 5273.460938
	Iteration 110Q: 3 clusters Score -5292464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5292478.000000 Penalty: 5273.460938
	Iteration 111Q: 3 clusters Score -5292478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5292491.500000 Penalty: 5273.460938
	Iteration 112Q: 3 clusters Score -5292492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5292510.000000 Penalty: 5273.460938
	Iteration 113Q: 3 clusters Score -5292510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5292520.000000 Penalty: 5273.460938
	Iteration 114Q: 3 clusters Score -5292520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5292527.500000 Penalty: 5273.460938
	Iteration 115Q: 3 clusters Score -5292528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5292546.000000 Penalty: 5273.460938
	Iteration 116Q: 3 clusters Score -5292546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5292551.500000 Penalty: 5273.460938
	Iteration 117Q: 3 clusters Score -5292552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5292563.500000 Penalty: 5273.460938
	Iteration 118Q: 3 clusters Score -5292564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5292581.000000 Penalty: 5273.460938
	Iteration 119Q: 3 clusters Score -5292581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5292596.500000 Penalty: 5273.460938
	Iteration 120F: 3 clusters Score -5292596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5292596.500000 Penalty: 5273.460938
	Iteration 121Q: 3 clusters Score -5292596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5292598.000000 Penalty: 5273.460938
	Iteration 122Q: 3 clusters Score -5292598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5292606.500000 Penalty: 5273.460938
	Iteration 123Q: 3 clusters Score -5292606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5292608.000000 Penalty: 5273.460938
	Iteration 124Q: 3 clusters Score -5292608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5292610.500000 Penalty: 5273.460938
	Iteration 125Q: 3 clusters Score -5292610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5292611.500000 Penalty: 5273.460938
	Iteration 126Q: 3 clusters Score -5292612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5292614.000000 Penalty: 5273.460938
	Iteration 127Q: 3 clusters Score -5292614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5292613.000000 Penalty: 5273.460938
	Iteration 128Q: 3 clusters Score -5292613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5292611.000000 Penalty: 5273.460938
	Iteration 129Q: 3 clusters Score -5292611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5292618.500000 Penalty: 5273.460938
	Iteration 130Q: 3 clusters Score -5292618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5292632.000000 Penalty: 5273.460938
	Iteration 131Q: 3 clusters Score -5292632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5292632.000000 Penalty: 5273.460938
	Iteration 132Q: 3 clusters Score -5292632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5292640.000000 Penalty: 5273.460938
	Iteration 133Q: 3 clusters Score -5292640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5292638.000000 Penalty: 5273.460938
	Iteration 134Q: 3 clusters Score -5292638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5292644.000000 Penalty: 5273.460938
	Iteration 135Q: 3 clusters Score -5292644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5292649.000000 Penalty: 5273.460938
	Iteration 136Q: 3 clusters Score -5292649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5292637.000000 Penalty: 5273.460938
	Iteration 137Q: 3 clusters Score -5292637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5292649.000000 Penalty: 5273.460938
	Iteration 138Q: 3 clusters Score -5292649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5292654.000000 Penalty: 5273.460938
	Iteration 139Q: 3 clusters Score -5292654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5292658.000000 Penalty: 5273.460938
	Iteration 140F: 3 clusters Score -5292658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5292657.500000 Penalty: 5273.460938
	Iteration 141Q: 3 clusters Score -5292658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5292664.000000 Penalty: 5273.460938
	Iteration 142Q: 3 clusters Score -5292664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5292671.500000 Penalty: 5273.460938
	Iteration 143Q: 3 clusters Score -5292672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5292674.000000 Penalty: 5273.460938
	Iteration 144Q: 3 clusters Score -5292674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5292674.000000 Penalty: 5273.460938
	Iteration 145Q: 3 clusters Score -5292674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5292674.000000 Penalty: 5273.460938
	Iteration 146F: 3 clusters Score -5292674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72293 members 
Entering Unmasked Estep 
Score: -9261064.000000 Penalty: 2774.743652
	Iteration 0F: 2 clusters Score -9261064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -9212782.000000 Penalty: 5549.487305
	Iteration 0F: 3 clusters Score -9212782 nChanged 33672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -9231653.000000 Penalty: 5549.487305
	Iteration 1F: 3 clusters Score -9231653 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -9232314.000000 Penalty: 5549.487305
	Iteration 2Q: 3 clusters Score -9232314 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -9233128.000000 Penalty: 5549.487305
	Iteration 3Q: 3 clusters Score -9233128 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -9234256.000000 Penalty: 5549.487305
	Iteration 4Q: 3 clusters Score -9234256 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -9236108.000000 Penalty: 5549.487305
	Iteration 5F: 3 clusters Score -9236108 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -9239052.000000 Penalty: 5549.487305
	Iteration 6F: 3 clusters Score -9239052 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -9243317.000000 Penalty: 5549.487305
	Iteration 7F: 3 clusters Score -9243317 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -9248193.000000 Penalty: 5549.487305
	Iteration 8F: 3 clusters Score -9248193 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -9252226.000000 Penalty: 5549.487305
	Iteration 9F: 3 clusters Score -9252226 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -9254670.000000 Penalty: 5549.487305
	Iteration 10Q: 3 clusters Score -9254670 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -9255737.000000 Penalty: 5549.487305
	Iteration 11Q: 3 clusters Score -9255737 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
Score: -9256361.000000 Penalty: 5549.487305
	Iteration 12Q: 3 clusters Score -9256361 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -9256783.000000 Penalty: 5549.487305
	Iteration 13Q: 3 clusters Score -9256783 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -9257086.000000 Penalty: 5549.487305
	Iteration 14Q: 3 clusters Score -9257086 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -9257351.000000 Penalty: 5549.487305
	Iteration 15Q: 3 clusters Score -9257351 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -9257648.000000 Penalty: 5549.487305
	Iteration 16Q: 3 clusters Score -9257648 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -9257883.000000 Penalty: 5549.487305
	Iteration 17Q: 3 clusters Score -9257883 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -9258038.000000 Penalty: 5549.487305
	Iteration 18Q: 3 clusters Score -9258038 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -9258130.000000 Penalty: 5549.487305
	Iteration 19Q: 3 clusters Score -9258130 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -9258259.000000 Penalty: 5549.487305
	Iteration 20F: 3 clusters Score -9258259 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -9258351.000000 Penalty: 5549.487305
	Iteration 21Q: 3 clusters Score -9258351 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 67018 members 
Entering Unmasked Estep 
Score: -9258411.000000 Penalty: 5549.487305
	Iteration 22Q: 3 clusters Score -9258411 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -9258471.000000 Penalty: 5549.487305
	Iteration 23Q: 3 clusters Score -9258471 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 67481 members 
Entering Unmasked Estep 
Score: -9258515.000000 Penalty: 5549.487305
	Iteration 24Q: 3 clusters Score -9258515 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -9258572.000000 Penalty: 5549.487305
	Iteration 25Q: 3 clusters Score -9258572 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -9258603.000000 Penalty: 5549.487305
	Iteration 26Q: 3 clusters Score -9258603 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 68073 members 
Entering Unmasked Estep 
Score: -9258652.000000 Penalty: 5549.487305
	Iteration 27Q: 3 clusters Score -9258652 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -9258712.000000 Penalty: 5549.487305
	Iteration 28Q: 3 clusters Score -9258712 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -9258737.000000 Penalty: 5549.487305
	Iteration 29Q: 3 clusters Score -9258737 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 68593 members 
Entering Unmasked Estep 
Score: -9258771.000000 Penalty: 5549.487305
	Iteration 30Q: 3 clusters Score -9258771 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 68720 members 
Entering Unmasked Estep 
Score: -9258798.000000 Penalty: 5549.487305
	Iteration 31Q: 3 clusters Score -9258798 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 68834 members 
Entering Unmasked Estep 
Score: -9258834.000000 Penalty: 5549.487305
	Iteration 32Q: 3 clusters Score -9258834 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 68958 members 
Entering Unmasked Estep 
Score: -9258872.000000 Penalty: 5549.487305
	Iteration 33Q: 3 clusters Score -9258872 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -9258900.000000 Penalty: 5549.487305
	Iteration 34Q: 3 clusters Score -9258900 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -9258908.000000 Penalty: 5549.487305
	Iteration 35Q: 3 clusters Score -9258908 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 69248 members 
Entering Unmasked Estep 
Score: -9258908.000000 Penalty: 5549.487305
	Iteration 36Q: 3 clusters Score -9258908 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -9258927.000000 Penalty: 5549.487305
	Iteration 37Q: 3 clusters Score -9258927 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -9258933.000000 Penalty: 5549.487305
	Iteration 38Q: 3 clusters Score -9258933 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 69476 members 
Entering Unmasked Estep 
Score: -9258946.000000 Penalty: 5549.487305
	Iteration 39Q: 3 clusters Score -9258946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 69537 members 
Entering Unmasked Estep 
Score: -9258970.000000 Penalty: 5549.487305
	Iteration 40F: 3 clusters Score -9258970 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -9258989.000000 Penalty: 5549.487305
	Iteration 41Q: 3 clusters Score -9258989 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 69669 members 
Entering Unmasked Estep 
Score: -9259010.000000 Penalty: 5549.487305
	Iteration 42Q: 3 clusters Score -9259010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -9259013.000000 Penalty: 5549.487305
	Iteration 43Q: 3 clusters Score -9259013 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -9259024.000000 Penalty: 5549.487305
	Iteration 44Q: 3 clusters Score -9259024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
Score: -9259024.000000 Penalty: 5549.487305
	Iteration 45Q: 3 clusters Score -9259024 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 69828 members 
Entering Unmasked Estep 
Score: -9259024.000000 Penalty: 5549.487305
	Iteration 46Q: 3 clusters Score -9259024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -9259024.000000 Penalty: 5549.487305
	Iteration 47Q: 3 clusters Score -9259024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -9259027.000000 Penalty: 5549.487305
	Iteration 48Q: 3 clusters Score -9259027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 69922 members 
Entering Unmasked Estep 
Score: -9259051.000000 Penalty: 5549.487305
	Iteration 49Q: 3 clusters Score -9259051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 69946 members 
Entering Unmasked Estep 
Score: -9259057.000000 Penalty: 5549.487305
	Iteration 50Q: 3 clusters Score -9259057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 69972 members 
Entering Unmasked Estep 
Score: -9259062.000000 Penalty: 5549.487305
	Iteration 51Q: 3 clusters Score -9259062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -9259087.000000 Penalty: 5549.487305
	Iteration 52Q: 3 clusters Score -9259087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 70012 members 
Entering Unmasked Estep 
Score: -9259070.000000 Penalty: 5549.487305
	Iteration 53Q: 3 clusters Score -9259070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 70038 members 
Entering Unmasked Estep 
Score: -9259067.000000 Penalty: 5549.487305
	Iteration 54Q: 3 clusters Score -9259067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -9259082.000000 Penalty: 5549.487305
	Iteration 55Q: 3 clusters Score -9259082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 70094 members 
Entering Unmasked Estep 
Score: -9259073.000000 Penalty: 5549.487305
	Iteration 56Q: 3 clusters Score -9259073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 70116 members 
Entering Unmasked Estep 
Score: -9259087.000000 Penalty: 5549.487305
	Iteration 57Q: 3 clusters Score -9259087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -9259077.000000 Penalty: 5549.487305
	Iteration 58Q: 3 clusters Score -9259077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -9259088.000000 Penalty: 5549.487305
	Iteration 59Q: 3 clusters Score -9259088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 70162 members 
Entering Unmasked Estep 
Score: -9259088.000000 Penalty: 5549.487305
	Iteration 60F: 3 clusters Score -9259088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 70173 members 
Entering Unmasked Estep 
Score: -9259088.000000 Penalty: 5549.487305
	Iteration 61Q: 3 clusters Score -9259088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -9259091.000000 Penalty: 5549.487305
	Iteration 62Q: 3 clusters Score -9259091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 70192 members 
Entering Unmasked Estep 
Score: -9259097.000000 Penalty: 5549.487305
	Iteration 63Q: 3 clusters Score -9259097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 70203 members 
Entering Unmasked Estep 
Score: -9259100.000000 Penalty: 5549.487305
	Iteration 64Q: 3 clusters Score -9259100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -9259107.000000 Penalty: 5549.487305
	Iteration 65Q: 3 clusters Score -9259107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -9259106.000000 Penalty: 5549.487305
	Iteration 66Q: 3 clusters Score -9259106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -9259111.000000 Penalty: 5549.487305
	Iteration 67Q: 3 clusters Score -9259111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -9259118.000000 Penalty: 5549.487305
	Iteration 68Q: 3 clusters Score -9259118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -9259122.000000 Penalty: 5549.487305
	Iteration 69Q: 3 clusters Score -9259122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -9259130.000000 Penalty: 5549.487305
	Iteration 70Q: 3 clusters Score -9259130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 70254 members 
Entering Unmasked Estep 
Score: -9259131.000000 Penalty: 5549.487305
	Iteration 71Q: 3 clusters Score -9259131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 70260 members 
Entering Unmasked Estep 
Score: -9259140.000000 Penalty: 5549.487305
	Iteration 72Q: 3 clusters Score -9259140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 70264 members 
Entering Unmasked Estep 
Score: -9259133.000000 Penalty: 5549.487305
	Iteration 73Q: 3 clusters Score -9259133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 70270 members 
Entering Unmasked Estep 
Score: -9259130.000000 Penalty: 5549.487305
	Iteration 74Q: 3 clusters Score -9259130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 70276 members 
Entering Unmasked Estep 
Score: -9259124.000000 Penalty: 5549.487305
	Iteration 75Q: 3 clusters Score -9259124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 70278 members 
Entering Unmasked Estep 
Score: -9259125.000000 Penalty: 5549.487305
	Iteration 76Q: 3 clusters Score -9259125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -9259127.000000 Penalty: 5549.487305
	Iteration 77Q: 3 clusters Score -9259127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 70284 members 
Entering Unmasked Estep 
Score: -9259125.000000 Penalty: 5549.487305
	Iteration 78Q: 3 clusters Score -9259125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
Score: -9259124.000000 Penalty: 5549.487305
	Iteration 79Q: 3 clusters Score -9259124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
Score: -9259124.000000 Penalty: 5549.487305
	Iteration 80F: 3 clusters Score -9259124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (165812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165812 members 
Entering Unmasked Estep 
Score: -21063100.000000 Penalty: 2980.615234
	Iteration 0F: 2 clusters Score -2.10631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82717 members 
Mstep: Class 2 contains 83095 members 
Entering Unmasked Estep 
Score: -20953214.000000 Penalty: 5961.230469
	Iteration 0F: 3 clusters Score -2.095321e+07 nChanged 79387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -21000110.000000 Penalty: 5961.230469
	Iteration 1F: 3 clusters Score -2.100011e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76932 members 
Mstep: Class 2 contains 88880 members 
Entering Unmasked Estep 
Score: -21001554.000000 Penalty: 5961.230469
	Iteration 2Q: 3 clusters Score -2.100155e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 92455 members 
Entering Unmasked Estep 
Score: -21003742.000000 Penalty: 5961.230469
	Iteration 3Q: 3 clusters Score -2.100374e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68340 members 
Mstep: Class 2 contains 97472 members 
Entering Unmasked Estep 
Score: -21006730.000000 Penalty: 5961.230469
	Iteration 4Q: 3 clusters Score -2.100673e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61264 members 
Mstep: Class 2 contains 104548 members 
Entering Unmasked Estep 
Score: -21011164.000000 Penalty: 5961.230469
	Iteration 5F: 3 clusters Score -2.101116e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 113869 members 
Entering Unmasked Estep 
Score: -21018038.000000 Penalty: 5961.230469
	Iteration 6F: 3 clusters Score -2.101804e+07 nChanged 11756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 125023 members 
Entering Unmasked Estep 
Score: -21027062.000000 Penalty: 5961.230469
	Iteration 7F: 3 clusters Score -2.102706e+07 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 136788 members 
Entering Unmasked Estep 
Score: -21037058.000000 Penalty: 5961.230469
	Iteration 8F: 3 clusters Score -2.103706e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 147271 members 
Entering Unmasked Estep 
Score: -21046330.000000 Penalty: 5961.230469
	Iteration 9F: 3 clusters Score -2.104633e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 155048 members 
Entering Unmasked Estep 
Score: -21053062.000000 Penalty: 5961.230469
	Iteration 10Q: 3 clusters Score -2.105306e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 159838 members 
Entering Unmasked Estep 
Score: -21056660.000000 Penalty: 5961.230469
	Iteration 11Q: 3 clusters Score -2.105666e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 162563 members 
Entering Unmasked Estep 
Score: -21058750.000000 Penalty: 5961.230469
	Iteration 12Q: 3 clusters Score -2.105875e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 163959 members 
Entering Unmasked Estep 
Score: -21059622.000000 Penalty: 5961.230469
	Iteration 13Q: 3 clusters Score -2.105962e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 164617 members 
Entering Unmasked Estep 
Score: -21060034.000000 Penalty: 5961.230469
	Iteration 14Q: 3 clusters Score -2.106003e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 164941 members 
Entering Unmasked Estep 
Score: -21060272.000000 Penalty: 5961.230469
	Iteration 15Q: 3 clusters Score -2.106027e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 165104 members 
Entering Unmasked Estep 
Score: -21060368.000000 Penalty: 5961.230469
	Iteration 16Q: 3 clusters Score -2.106037e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 165205 members 
Entering Unmasked Estep 
Score: -21060410.000000 Penalty: 5961.230469
	Iteration 17Q: 3 clusters Score -2.106041e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 165246 members 
Entering Unmasked Estep 
Score: -21060444.000000 Penalty: 5961.230469
	Iteration 18Q: 3 clusters Score -2.106044e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 165274 members 
Entering Unmasked Estep 
Score: -21060480.000000 Penalty: 5961.230469
	Iteration 19Q: 3 clusters Score -2.106048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 165299 members 
Entering Unmasked Estep 
Score: -21060476.000000 Penalty: 5961.230469
	Iteration 20F: 3 clusters Score -2.106048e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 165310 members 
Entering Unmasked Estep 
Score: -21060478.000000 Penalty: 5961.230469
	Iteration 21Q: 3 clusters Score -2.106048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 165325 members 
Entering Unmasked Estep 
Score: -21060498.000000 Penalty: 5961.230469
	Iteration 22Q: 3 clusters Score -2.10605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 165333 members 
Entering Unmasked Estep 
Score: -21060524.000000 Penalty: 5961.230469
	Iteration 23Q: 3 clusters Score -2.106052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 165340 members 
Entering Unmasked Estep 
Score: -21060538.000000 Penalty: 5961.230469
	Iteration 24Q: 3 clusters Score -2.106054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 165347 members 
Entering Unmasked Estep 
Score: -21060536.000000 Penalty: 5961.230469
	Iteration 25Q: 3 clusters Score -2.106054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 165353 members 
Entering Unmasked Estep 
Score: -21060530.000000 Penalty: 5961.230469
	Iteration 26Q: 3 clusters Score -2.106053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 165356 members 
Entering Unmasked Estep 
Score: -21060536.000000 Penalty: 5961.230469
	Iteration 27Q: 3 clusters Score -2.106054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 165362 members 
Entering Unmasked Estep 
Score: -21060544.000000 Penalty: 5961.230469
	Iteration 28Q: 3 clusters Score -2.106054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 165368 members 
Entering Unmasked Estep 
Score: -21060536.000000 Penalty: 5961.230469
	Iteration 29Q: 3 clusters Score -2.106054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 165373 members 
Entering Unmasked Estep 
Score: -21060522.000000 Penalty: 5961.230469
	Iteration 30Q: 3 clusters Score -2.106052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 165375 members 
Entering Unmasked Estep 
Score: -21060516.000000 Penalty: 5961.230469
	Iteration 31Q: 3 clusters Score -2.106052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 165375 members 
Entering Unmasked Estep 
Score: -21060516.000000 Penalty: 5961.230469
	Iteration 32F: 3 clusters Score -2.106052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46278 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 174826 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158379 members 
Mstep: Class 10 contains 144603 members 
Mstep: Class 11 contains 11879 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152209 members 
Mstep: Class 15 contains 81771 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150104 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41439 members 
Mstep: Class 20 contains 72293 members 
Mstep: Class 22 contains 165812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343600.000000 Penalty: 73281.218750
Iteration 319Q: 22 clusters Score -1.613436e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72767 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46278 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 174869 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158377 members 
Mstep: Class 10 contains 144588 members 
Mstep: Class 11 contains 11882 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152203 members 
Mstep: Class 15 contains 81764 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150099 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41435 members 
Mstep: Class 20 contains 72270 members 
Mstep: Class 22 contains 165824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343728.000000 Penalty: 73281.218750
Iteration 320F: 22 clusters Score -1.613437e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72788 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46279 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 174915 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158356 members 
Mstep: Class 10 contains 144581 members 
Mstep: Class 11 contains 11882 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152205 members 
Mstep: Class 15 contains 81768 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150095 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41434 members 
Mstep: Class 20 contains 72248 members 
Mstep: Class 22 contains 165805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343456.000000 Penalty: 73281.218750
Iteration 321Q: 22 clusters Score -1.613435e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72798 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46278 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 174980 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158339 members 
Mstep: Class 10 contains 144577 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152191 members 
Mstep: Class 15 contains 81757 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150093 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41433 members 
Mstep: Class 20 contains 72217 members 
Mstep: Class 22 contains 165812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343696.000000 Penalty: 73281.218750
Iteration 322Q: 22 clusters Score -1.613437e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46279 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 175032 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158324 members 
Mstep: Class 10 contains 144579 members 
Mstep: Class 11 contains 11879 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152178 members 
Mstep: Class 15 contains 81753 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150088 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41432 members 
Mstep: Class 20 contains 72194 members 
Mstep: Class 22 contains 165825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343776.000000 Penalty: 73281.218750
Iteration 323Q: 22 clusters Score -1.613438e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46279 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 175092 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158292 members 
Mstep: Class 10 contains 144577 members 
Mstep: Class 11 contains 11877 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152180 members 
Mstep: Class 15 contains 81748 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150077 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41423 members 
Mstep: Class 20 contains 72180 members 
Mstep: Class 22 contains 165844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343776.000000 Penalty: 73281.218750
Iteration 324Q: 22 clusters Score -1.613438e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72784 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46279 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 175120 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158282 members 
Mstep: Class 10 contains 144574 members 
Mstep: Class 11 contains 11879 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152178 members 
Mstep: Class 15 contains 81741 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150075 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41428 members 
Mstep: Class 20 contains 72162 members 
Mstep: Class 22 contains 165852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343840.000000 Penalty: 73281.218750
Iteration 325Q: 22 clusters Score -1.613438e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46280 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 175159 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158264 members 
Mstep: Class 10 contains 144578 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152156 members 
Mstep: Class 15 contains 81727 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 150076 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41435 members 
Mstep: Class 20 contains 72148 members 
Mstep: Class 22 contains 165862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343952.000000 Penalty: 73281.218750
Iteration 326Q: 22 clusters Score -1.61344e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46280 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 175209 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158236 members 
Mstep: Class 10 contains 144579 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152130 members 
Mstep: Class 15 contains 81721 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 150071 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41437 members 
Mstep: Class 20 contains 72136 members 
Mstep: Class 22 contains 165889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343776.000000 Penalty: 73281.218750
Iteration 327Q: 22 clusters Score -1.613438e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72784 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46280 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 175221 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158232 members 
Mstep: Class 10 contains 144578 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152119 members 
Mstep: Class 15 contains 81711 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150075 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41437 members 
Mstep: Class 20 contains 72129 members 
Mstep: Class 22 contains 165910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343808.000000 Penalty: 73281.218750
Iteration 328Q: 22 clusters Score -1.613438e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46280 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 175243 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158222 members 
Mstep: Class 10 contains 144565 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152116 members 
Mstep: Class 15 contains 81705 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150078 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41433 members 
Mstep: Class 20 contains 72115 members 
Mstep: Class 22 contains 165941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343904.000000 Penalty: 73281.218750
Iteration 329Q: 22 clusters Score -1.613439e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72774 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46283 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 175269 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158202 members 
Mstep: Class 10 contains 144552 members 
Mstep: Class 11 contains 11877 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152104 members 
Mstep: Class 15 contains 81704 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150089 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41428 members 
Mstep: Class 20 contains 72108 members 
Mstep: Class 22 contains 165964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344000.000000 Penalty: 73281.218750
Iteration 330Q: 22 clusters Score -1.61344e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46287 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 175292 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158189 members 
Mstep: Class 10 contains 144559 members 
Mstep: Class 11 contains 11875 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152098 members 
Mstep: Class 15 contains 81709 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150097 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41421 members 
Mstep: Class 20 contains 72095 members 
Mstep: Class 22 contains 165960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343952.000000 Penalty: 73281.218750
Iteration 331Q: 22 clusters Score -1.61344e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72765 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46291 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175284 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158188 members 
Mstep: Class 10 contains 144559 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152090 members 
Mstep: Class 15 contains 81717 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150101 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41415 members 
Mstep: Class 20 contains 72089 members 
Mstep: Class 22 contains 165978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343904.000000 Penalty: 73281.218750
Iteration 332Q: 22 clusters Score -1.613439e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46295 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 175265 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158195 members 
Mstep: Class 10 contains 144552 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152067 members 
Mstep: Class 15 contains 81713 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150110 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41409 members 
Mstep: Class 20 contains 72083 members 
Mstep: Class 22 contains 166023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344208.000000 Penalty: 73281.218750
Iteration 333Q: 22 clusters Score -1.613442e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72770 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46298 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 175247 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158216 members 
Mstep: Class 10 contains 144541 members 
Mstep: Class 11 contains 11881 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152040 members 
Mstep: Class 15 contains 81710 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150109 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41411 members 
Mstep: Class 20 contains 72067 members 
Mstep: Class 22 contains 166066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344112.000000 Penalty: 73281.218750
Iteration 334Q: 22 clusters Score -1.613441e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72767 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46299 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1053 members 
Mstep: Class 6 contains 175263 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158225 members 
Mstep: Class 10 contains 144524 members 
Mstep: Class 11 contains 11882 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 152006 members 
Mstep: Class 15 contains 81718 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 150098 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41408 members 
Mstep: Class 20 contains 72062 members 
Mstep: Class 22 contains 166106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344128.000000 Penalty: 73281.218750
Iteration 335Q: 22 clusters Score -1.613441e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72766 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46297 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 175301 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158227 members 
Mstep: Class 10 contains 144518 members 
Mstep: Class 11 contains 11882 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151971 members 
Mstep: Class 15 contains 81717 members 
Mstep: Class 16 contains 9708 members 
Mstep: Class 17 contains 150097 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41407 members 
Mstep: Class 20 contains 72046 members 
Mstep: Class 22 contains 166127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344176.000000 Penalty: 73281.218750
Iteration 336Q: 22 clusters Score -1.613442e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46298 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 175352 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158234 members 
Mstep: Class 10 contains 144508 members 
Mstep: Class 11 contains 11879 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151961 members 
Mstep: Class 15 contains 81714 members 
Mstep: Class 16 contains 9709 members 
Mstep: Class 17 contains 150087 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41406 members 
Mstep: Class 20 contains 72017 members 
Mstep: Class 22 contains 166137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343968.000000 Penalty: 73281.218750
Iteration 337Q: 22 clusters Score -1.61344e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46297 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 175382 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158253 members 
Mstep: Class 10 contains 144507 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151945 members 
Mstep: Class 15 contains 81709 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 150086 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41408 members 
Mstep: Class 20 contains 71996 members 
Mstep: Class 22 contains 166140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343936.000000 Penalty: 73281.218750
Iteration 338Q: 22 clusters Score -1.613439e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72744 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46297 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 175412 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158250 members 
Mstep: Class 10 contains 144523 members 
Mstep: Class 11 contains 11877 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151928 members 
Mstep: Class 15 contains 81713 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 150091 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41408 members 
Mstep: Class 20 contains 71978 members 
Mstep: Class 22 contains 166132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343856.000000 Penalty: 73281.218750
Iteration 339Q: 22 clusters Score -1.613439e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46295 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175444 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158261 members 
Mstep: Class 10 contains 144541 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151898 members 
Mstep: Class 15 contains 81718 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 150093 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41408 members 
Mstep: Class 20 contains 71969 members 
Mstep: Class 22 contains 166125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344016.000000 Penalty: 73281.218750
Iteration 340F: 22 clusters Score -1.61344e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46296 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 175481 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158276 members 
Mstep: Class 10 contains 144532 members 
Mstep: Class 11 contains 11877 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151874 members 
Mstep: Class 15 contains 81714 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 150094 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41408 members 
Mstep: Class 20 contains 71966 members 
Mstep: Class 22 contains 166116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344176.000000 Penalty: 73281.218750
Iteration 341Q: 22 clusters Score -1.613442e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46297 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175490 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158299 members 
Mstep: Class 10 contains 144519 members 
Mstep: Class 11 contains 11877 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151843 members 
Mstep: Class 15 contains 81715 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 150098 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41408 members 
Mstep: Class 20 contains 71964 members 
Mstep: Class 22 contains 166120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344192.000000 Penalty: 73281.218750
Iteration 342Q: 22 clusters Score -1.613442e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72732 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46299 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175494 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158325 members 
Mstep: Class 10 contains 144522 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151823 members 
Mstep: Class 15 contains 81706 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 150104 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41409 members 
Mstep: Class 20 contains 71962 members 
Mstep: Class 22 contains 166095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344368.000000 Penalty: 73281.218750
Iteration 343Q: 22 clusters Score -1.613444e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72736 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46300 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175517 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158337 members 
Mstep: Class 10 contains 144524 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151795 members 
Mstep: Class 15 contains 81705 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 150114 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41406 members 
Mstep: Class 20 contains 71958 members 
Mstep: Class 22 contains 166080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344320.000000 Penalty: 73281.218750
Iteration 344Q: 22 clusters Score -1.613443e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46300 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175535 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158355 members 
Mstep: Class 10 contains 144504 members 
Mstep: Class 11 contains 11882 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151804 members 
Mstep: Class 15 contains 81703 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 150113 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41396 members 
Mstep: Class 20 contains 71943 members 
Mstep: Class 22 contains 166069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344224.000000 Penalty: 73281.218750
Iteration 345Q: 22 clusters Score -1.613442e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72758 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46303 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175555 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158365 members 
Mstep: Class 10 contains 144511 members 
Mstep: Class 11 contains 11881 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151799 members 
Mstep: Class 15 contains 81700 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 150113 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41388 members 
Mstep: Class 20 contains 71937 members 
Mstep: Class 22 contains 166042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344240.000000 Penalty: 73281.218750
Iteration 346Q: 22 clusters Score -1.613442e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72767 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46300 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175582 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158379 members 
Mstep: Class 10 contains 144516 members 
Mstep: Class 11 contains 11884 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151785 members 
Mstep: Class 15 contains 81687 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 150106 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41390 members 
Mstep: Class 20 contains 71932 members 
Mstep: Class 22 contains 166025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344240.000000 Penalty: 73281.218750
Iteration 347Q: 22 clusters Score -1.613442e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72770 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46300 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175625 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158394 members 
Mstep: Class 10 contains 144486 members 
Mstep: Class 11 contains 11888 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151767 members 
Mstep: Class 15 contains 81674 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 150114 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41389 members 
Mstep: Class 20 contains 71945 members 
Mstep: Class 22 contains 166001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344224.000000 Penalty: 73281.218750
Iteration 348Q: 22 clusters Score -1.613442e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46301 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175658 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158419 members 
Mstep: Class 10 contains 144471 members 
Mstep: Class 11 contains 11889 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151736 members 
Mstep: Class 15 contains 81662 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 150104 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41386 members 
Mstep: Class 20 contains 71936 members 
Mstep: Class 22 contains 166014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344160.000000 Penalty: 73281.218750
Iteration 349Q: 22 clusters Score -1.613442e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72783 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46303 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175690 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158425 members 
Mstep: Class 10 contains 144448 members 
Mstep: Class 11 contains 11892 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151724 members 
Mstep: Class 15 contains 81659 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 150105 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41380 members 
Mstep: Class 20 contains 71923 members 
Mstep: Class 22 contains 166020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344112.000000 Penalty: 73281.218750
Iteration 350Q: 22 clusters Score -1.613441e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46304 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175698 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158452 members 
Mstep: Class 10 contains 144439 members 
Mstep: Class 11 contains 11893 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151697 members 
Mstep: Class 15 contains 81658 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 150090 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41377 members 
Mstep: Class 20 contains 71926 members 
Mstep: Class 22 contains 166027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344240.000000 Penalty: 73281.218750
Iteration 351Q: 22 clusters Score -1.613442e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72796 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46303 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175701 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158479 members 
Mstep: Class 10 contains 144415 members 
Mstep: Class 11 contains 11896 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151683 members 
Mstep: Class 15 contains 81658 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 150079 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41377 members 
Mstep: Class 20 contains 71933 members 
Mstep: Class 22 contains 166032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344192.000000 Penalty: 73281.218750
Iteration 352Q: 22 clusters Score -1.613442e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46303 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175688 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158498 members 
Mstep: Class 10 contains 144399 members 
Mstep: Class 11 contains 11897 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151669 members 
Mstep: Class 15 contains 81653 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 150069 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41373 members 
Mstep: Class 20 contains 71940 members 
Mstep: Class 22 contains 166052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344208.000000 Penalty: 73281.218750
Iteration 353Q: 22 clusters Score -1.613442e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46304 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175696 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158508 members 
Mstep: Class 10 contains 144378 members 
Mstep: Class 11 contains 11898 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151650 members 
Mstep: Class 15 contains 81651 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 150053 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41371 members 
Mstep: Class 20 contains 71934 members 
Mstep: Class 22 contains 166079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344240.000000 Penalty: 73281.218750
Iteration 354Q: 22 clusters Score -1.613442e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46303 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175714 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158504 members 
Mstep: Class 10 contains 144359 members 
Mstep: Class 11 contains 11900 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151642 members 
Mstep: Class 15 contains 81645 members 
Mstep: Class 16 contains 9711 members 
Mstep: Class 17 contains 150051 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41368 members 
Mstep: Class 20 contains 71929 members 
Mstep: Class 22 contains 166101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344032.000000 Penalty: 73281.218750
Iteration 355Q: 22 clusters Score -1.61344e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46306 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175743 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158504 members 
Mstep: Class 10 contains 144332 members 
Mstep: Class 11 contains 11903 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151626 members 
Mstep: Class 15 contains 81631 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 150050 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41362 members 
Mstep: Class 20 contains 71919 members 
Mstep: Class 22 contains 166125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344080.000000 Penalty: 73281.218750
Iteration 356Q: 22 clusters Score -1.613441e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46311 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175787 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158489 members 
Mstep: Class 10 contains 144317 members 
Mstep: Class 11 contains 11903 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151613 members 
Mstep: Class 15 contains 81631 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 150045 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41356 members 
Mstep: Class 20 contains 71904 members 
Mstep: Class 22 contains 166133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344144.000000 Penalty: 73281.218750
Iteration 357Q: 22 clusters Score -1.613441e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72864 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46313 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175830 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158487 members 
Mstep: Class 10 contains 144301 members 
Mstep: Class 11 contains 11903 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151584 members 
Mstep: Class 15 contains 81626 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 150030 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41356 members 
Mstep: Class 20 contains 71909 members 
Mstep: Class 22 contains 166147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344176.000000 Penalty: 73281.218750
Iteration 358Q: 22 clusters Score -1.613442e+08 nChanged 413
Entering ConstructFrom: 
Score: -161344176.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (72876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Entering Unmasked Estep 
Score: -9369476.000000 Penalty: 2776.735840
	Iteration 0F: 2 clusters Score -9369476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -9320778.000000 Penalty: 5553.471680
	Iteration 0F: 3 clusters Score -9320778 nChanged 34037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -9339736.000000 Penalty: 5553.471680
	Iteration 1F: 3 clusters Score -9339736 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -9340376.000000 Penalty: 5553.471680
	Iteration 2Q: 3 clusters Score -9340376 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -9341124.000000 Penalty: 5553.471680
	Iteration 3Q: 3 clusters Score -9341124 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -9341980.000000 Penalty: 5553.471680
	Iteration 4Q: 3 clusters Score -9341980 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -9343197.000000 Penalty: 5553.471680
	Iteration 5Q: 3 clusters Score -9343197 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -9345303.000000 Penalty: 5553.471680
	Iteration 6F: 3 clusters Score -9345303 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -9348721.000000 Penalty: 5553.471680
	Iteration 7F: 3 clusters Score -9348721 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -9353291.000000 Penalty: 5553.471680
	Iteration 8F: 3 clusters Score -9353291 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -9358130.000000 Penalty: 5553.471680
	Iteration 9F: 3 clusters Score -9358130 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -9362024.000000 Penalty: 5553.471680
	Iteration 10F: 3 clusters Score -9362024 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -9364485.000000 Penalty: 5553.471680
	Iteration 11Q: 3 clusters Score -9364485 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66974 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -9365814.000000 Penalty: 5553.471680
	Iteration 12Q: 3 clusters Score -9365814 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67703 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -9366418.000000 Penalty: 5553.471680
	Iteration 13Q: 3 clusters Score -9366418 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68206 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -9366741.000000 Penalty: 5553.471680
	Iteration 14Q: 3 clusters Score -9366741 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -9366882.000000 Penalty: 5553.471680
	Iteration 15Q: 3 clusters Score -9366882 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -9367013.000000 Penalty: 5553.471680
	Iteration 16Q: 3 clusters Score -9367013 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -9367092.000000 Penalty: 5553.471680
	Iteration 17Q: 3 clusters Score -9367092 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69393 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -9367193.000000 Penalty: 5553.471680
	Iteration 18Q: 3 clusters Score -9367193 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69584 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -9367258.000000 Penalty: 5553.471680
	Iteration 19Q: 3 clusters Score -9367258 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -9367292.000000 Penalty: 5553.471680
	Iteration 20F: 3 clusters Score -9367292 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -9367323.000000 Penalty: 5553.471680
	Iteration 21Q: 3 clusters Score -9367323 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -9367350.000000 Penalty: 5553.471680
	Iteration 22Q: 3 clusters Score -9367350 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -9367399.000000 Penalty: 5553.471680
	Iteration 23Q: 3 clusters Score -9367399 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70300 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -9367435.000000 Penalty: 5553.471680
	Iteration 24Q: 3 clusters Score -9367435 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70403 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -9367469.000000 Penalty: 5553.471680
	Iteration 25Q: 3 clusters Score -9367469 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -9367509.000000 Penalty: 5553.471680
	Iteration 26Q: 3 clusters Score -9367509 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70567 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -9367535.000000 Penalty: 5553.471680
	Iteration 27Q: 3 clusters Score -9367535 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -9367552.000000 Penalty: 5553.471680
	Iteration 28Q: 3 clusters Score -9367552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -9367553.000000 Penalty: 5553.471680
	Iteration 29Q: 3 clusters Score -9367553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70703 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -9367575.000000 Penalty: 5553.471680
	Iteration 30Q: 3 clusters Score -9367575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -9367589.000000 Penalty: 5553.471680
	Iteration 31Q: 3 clusters Score -9367589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70754 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9367594.000000 Penalty: 5553.471680
	Iteration 32Q: 3 clusters Score -9367594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70775 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -9367608.000000 Penalty: 5553.471680
	Iteration 33Q: 3 clusters Score -9367608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -9367604.000000 Penalty: 5553.471680
	Iteration 34Q: 3 clusters Score -9367604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70798 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -9367596.000000 Penalty: 5553.471680
	Iteration 35Q: 3 clusters Score -9367596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70809 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -9367605.000000 Penalty: 5553.471680
	Iteration 36Q: 3 clusters Score -9367605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9367606.000000 Penalty: 5553.471680
	Iteration 37Q: 3 clusters Score -9367606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -9367611.000000 Penalty: 5553.471680
	Iteration 38Q: 3 clusters Score -9367611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -9367628.000000 Penalty: 5553.471680
	Iteration 39Q: 3 clusters Score -9367628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70868 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -9367619.000000 Penalty: 5553.471680
	Iteration 40F: 3 clusters Score -9367619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -9367629.000000 Penalty: 5553.471680
	Iteration 41Q: 3 clusters Score -9367629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70883 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9367623.000000 Penalty: 5553.471680
	Iteration 42Q: 3 clusters Score -9367623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -9367629.000000 Penalty: 5553.471680
	Iteration 43Q: 3 clusters Score -9367629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -9367627.000000 Penalty: 5553.471680
	Iteration 44Q: 3 clusters Score -9367627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -9367634.000000 Penalty: 5553.471680
	Iteration 45Q: 3 clusters Score -9367634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70926 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9367640.000000 Penalty: 5553.471680
	Iteration 46Q: 3 clusters Score -9367640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9367639.000000 Penalty: 5553.471680
	Iteration 47Q: 3 clusters Score -9367639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9367635.000000 Penalty: 5553.471680
	Iteration 48Q: 3 clusters Score -9367635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9367635.000000 Penalty: 5553.471680
	Iteration 49F: 3 clusters Score -9367635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -87910.507812 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -87910.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -86142.320312 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -86142.32 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86469.335938 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -86469.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -86607.609375 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -86607.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86710.101562 Penalty: 3331.430908
	Iteration 3Q: 3 clusters Score -86710.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -86801.179688 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -86801.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -86882.492188 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -86882.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86999.914062 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -86999.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87159.898438 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -87159.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87306.632812 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -87306.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -87407.531250 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -87407.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -87502.679688 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -87502.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -87630.562500 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -87630.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -87707.625000 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -87707.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -87743.929688 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -87743.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87771.570312 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -87771.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87806.164062 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -87806.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87853.039062 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -87853.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -87886.710938 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -87886.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -87909.070312 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -87909.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -87921.265625 Penalty: 3331.430908
	Iteration 19Q: 3 clusters Score -87921.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -87952.203125 Penalty: 3331.430908
	Iteration 20F: 3 clusters Score -87952.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -87982.390625 Penalty: 3331.430908
	Iteration 21Q: 3 clusters Score -87982.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88008.617188 Penalty: 3331.430908
	Iteration 22Q: 3 clusters Score -88008.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88008.617188 Penalty: 3331.430908
	Iteration 23F: 3 clusters Score -88008.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 46313 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175862 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158472 members 
Mstep: Class 10 contains 144284 members 
Mstep: Class 11 contains 11908 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151559 members 
Mstep: Class 15 contains 81620 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 150020 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41353 members 
Mstep: Class 20 contains 71909 members 
Mstep: Class 21 contains 429 members 
Mstep: Class 22 contains 166173 members 
Entering Unmasked Estep 
Score: -161342576.000000 Penalty: 76770.804688
Splitting cluster 2 changes total score from -161344176.000000 to -161342576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (46313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Entering Unmasked Estep 
Score: -5888943.500000 Penalty: 2664.308350
	Iteration 0F: 2 clusters Score -5888944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -5857681.000000 Penalty: 5328.616699
	Iteration 0F: 3 clusters Score -5857681 nChanged 21299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -5869111.500000 Penalty: 5328.616699
	Iteration 1F: 3 clusters Score -5869112 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -5869570.500000 Penalty: 5328.616699
	Iteration 2Q: 3 clusters Score -5869570 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -5870009.000000 Penalty: 5328.616699
	Iteration 3Q: 3 clusters Score -5870009 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -5870494.000000 Penalty: 5328.616699
	Iteration 4Q: 3 clusters Score -5870494 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -5871146.000000 Penalty: 5328.616699
	Iteration 5Q: 3 clusters Score -5871146 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -5872026.500000 Penalty: 5328.616699
	Iteration 6Q: 3 clusters Score -5872026 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -5873123.500000 Penalty: 5328.616699
	Iteration 7Q: 3 clusters Score -5873124 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -5874509.500000 Penalty: 5328.616699
	Iteration 8F: 3 clusters Score -5874510 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -5876395.500000 Penalty: 5328.616699
	Iteration 9F: 3 clusters Score -5876396 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -5878760.000000 Penalty: 5328.616699
	Iteration 10F: 3 clusters Score -5878760 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -5881500.000000 Penalty: 5328.616699
	Iteration 11F: 3 clusters Score -5881500 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -5883875.000000 Penalty: 5328.616699
	Iteration 12F: 3 clusters Score -5883875 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -5885047.500000 Penalty: 5328.616699
	Iteration 13Q: 3 clusters Score -5885048 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -5885708.000000 Penalty: 5328.616699
	Iteration 14Q: 3 clusters Score -5885708 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -5886115.000000 Penalty: 5328.616699
	Iteration 15Q: 3 clusters Score -5886115 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -5886412.000000 Penalty: 5328.616699
	Iteration 16Q: 3 clusters Score -5886412 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -5886601.000000 Penalty: 5328.616699
	Iteration 17Q: 3 clusters Score -5886601 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -5886755.000000 Penalty: 5328.616699
	Iteration 18Q: 3 clusters Score -5886755 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -5886862.500000 Penalty: 5328.616699
	Iteration 19Q: 3 clusters Score -5886862 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -5886965.000000 Penalty: 5328.616699
	Iteration 20F: 3 clusters Score -5886965 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -5887055.000000 Penalty: 5328.616699
	Iteration 21Q: 3 clusters Score -5887055 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -5887149.500000 Penalty: 5328.616699
	Iteration 22Q: 3 clusters Score -5887150 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -5887200.500000 Penalty: 5328.616699
	Iteration 23Q: 3 clusters Score -5887200 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -5887254.000000 Penalty: 5328.616699
	Iteration 24Q: 3 clusters Score -5887254 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -5887268.500000 Penalty: 5328.616699
	Iteration 25Q: 3 clusters Score -5887268 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -5887303.000000 Penalty: 5328.616699
	Iteration 26Q: 3 clusters Score -5887303 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -5887313.500000 Penalty: 5328.616699
	Iteration 27Q: 3 clusters Score -5887314 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -5887328.000000 Penalty: 5328.616699
	Iteration 28Q: 3 clusters Score -5887328 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -5887338.000000 Penalty: 5328.616699
	Iteration 29Q: 3 clusters Score -5887338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -5887363.500000 Penalty: 5328.616699
	Iteration 30Q: 3 clusters Score -5887364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -5887370.000000 Penalty: 5328.616699
	Iteration 31Q: 3 clusters Score -5887370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -5887383.500000 Penalty: 5328.616699
	Iteration 32Q: 3 clusters Score -5887384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -5887385.000000 Penalty: 5328.616699
	Iteration 33Q: 3 clusters Score -5887385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -5887404.000000 Penalty: 5328.616699
	Iteration 34Q: 3 clusters Score -5887404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -5887398.000000 Penalty: 5328.616699
	Iteration 35Q: 3 clusters Score -5887398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -5887392.500000 Penalty: 5328.616699
	Iteration 36Q: 3 clusters Score -5887392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -5887390.000000 Penalty: 5328.616699
	Iteration 37Q: 3 clusters Score -5887390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -5887396.000000 Penalty: 5328.616699
	Iteration 38Q: 3 clusters Score -5887396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -5887394.000000 Penalty: 5328.616699
	Iteration 39Q: 3 clusters Score -5887394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -5887406.000000 Penalty: 5328.616699
	Iteration 40F: 3 clusters Score -5887406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -5887390.000000 Penalty: 5328.616699
	Iteration 41Q: 3 clusters Score -5887390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -5887392.500000 Penalty: 5328.616699
	Iteration 42Q: 3 clusters Score -5887392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -5887399.000000 Penalty: 5328.616699
	Iteration 43Q: 3 clusters Score -5887399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -5887398.500000 Penalty: 5328.616699
	Iteration 44Q: 3 clusters Score -5887398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -5887393.500000 Penalty: 5328.616699
	Iteration 45Q: 3 clusters Score -5887394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -5887394.000000 Penalty: 5328.616699
	Iteration 46Q: 3 clusters Score -5887394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -5887398.500000 Penalty: 5328.616699
	Iteration 47Q: 3 clusters Score -5887398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -5887403.000000 Penalty: 5328.616699
	Iteration 48Q: 3 clusters Score -5887403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -5887402.500000 Penalty: 5328.616699
	Iteration 49Q: 3 clusters Score -5887402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -5887406.500000 Penalty: 5328.616699
	Iteration 50Q: 3 clusters Score -5887406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -5887405.500000 Penalty: 5328.616699
	Iteration 51Q: 3 clusters Score -5887406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -5887413.000000 Penalty: 5328.616699
	Iteration 52Q: 3 clusters Score -5887413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -5887404.000000 Penalty: 5328.616699
	Iteration 53Q: 3 clusters Score -5887404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5887416.500000 Penalty: 5328.616699
	Iteration 54Q: 3 clusters Score -5887416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -5887421.000000 Penalty: 5328.616699
	Iteration 55Q: 3 clusters Score -5887421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -5887424.000000 Penalty: 5328.616699
	Iteration 56Q: 3 clusters Score -5887424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -5887421.500000 Penalty: 5328.616699
	Iteration 57Q: 3 clusters Score -5887422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -5887425.500000 Penalty: 5328.616699
	Iteration 58Q: 3 clusters Score -5887426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -5887422.500000 Penalty: 5328.616699
	Iteration 59Q: 3 clusters Score -5887422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -5887422.500000 Penalty: 5328.616699
	Iteration 60F: 3 clusters Score -5887422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -5887419.500000 Penalty: 5328.616699
	Iteration 61Q: 3 clusters Score -5887420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -5887425.000000 Penalty: 5328.616699
	Iteration 62Q: 3 clusters Score -5887425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -5887428.000000 Penalty: 5328.616699
	Iteration 63Q: 3 clusters Score -5887428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -5887427.500000 Penalty: 5328.616699
	Iteration 64Q: 3 clusters Score -5887428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -5887419.000000 Penalty: 5328.616699
	Iteration 65Q: 3 clusters Score -5887419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -5887423.000000 Penalty: 5328.616699
	Iteration 66Q: 3 clusters Score -5887423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -5887426.500000 Penalty: 5328.616699
	Iteration 67Q: 3 clusters Score -5887426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -5887429.500000 Penalty: 5328.616699
	Iteration 68Q: 3 clusters Score -5887430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -5887421.500000 Penalty: 5328.616699
	Iteration 69Q: 3 clusters Score -5887422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -5887426.000000 Penalty: 5328.616699
	Iteration 70Q: 3 clusters Score -5887426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -5887429.000000 Penalty: 5328.616699
	Iteration 71Q: 3 clusters Score -5887429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -5887428.500000 Penalty: 5328.616699
	Iteration 72Q: 3 clusters Score -5887428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -5887434.500000 Penalty: 5328.616699
	Iteration 73Q: 3 clusters Score -5887434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -5887437.000000 Penalty: 5328.616699
	Iteration 74Q: 3 clusters Score -5887437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -5887433.500000 Penalty: 5328.616699
	Iteration 75Q: 3 clusters Score -5887434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -5887429.500000 Penalty: 5328.616699
	Iteration 76Q: 3 clusters Score -5887430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -5887427.500000 Penalty: 5328.616699
	Iteration 77Q: 3 clusters Score -5887428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -5887427.500000 Penalty: 5328.616699
	Iteration 78F: 3 clusters Score -5887428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -60368.742188 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -60368.74 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 322 members 
Entering Unmasked Estep 
Score: -58782.976562 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -58782.98 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -59199.425781 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -59199.43 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59517.675781 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -59517.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59677.496094 Penalty: 3189.940186
	Iteration 3F: 3 clusters Score -59677.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59825.648438 Penalty: 3189.940186
	Iteration 4Q: 3 clusters Score -59825.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -60004.726562 Penalty: 3189.940186
	Iteration 5Q: 3 clusters Score -60004.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60171.097656 Penalty: 3189.940186
	Iteration 6Q: 3 clusters Score -60171.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -60261.000000 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -60261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -60342.671875 Penalty: 3189.940186
	Iteration 8Q: 3 clusters Score -60342.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -60424.769531 Penalty: 3189.940186
	Iteration 9Q: 3 clusters Score -60424.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -60432.761719 Penalty: 3189.940186
	Iteration 10Q: 3 clusters Score -60432.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -60438.546875 Penalty: 3189.940186
	Iteration 11Q: 3 clusters Score -60438.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60442.562500 Penalty: 3189.940186
	Iteration 12Q: 3 clusters Score -60442.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60442.562500 Penalty: 3189.940186
	Iteration 13F: 3 clusters Score -60442.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46313 members 
Mstep: Class 4 contains 256 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175862 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158472 members 
Mstep: Class 10 contains 144284 members 
Mstep: Class 11 contains 11908 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151559 members 
Mstep: Class 15 contains 81620 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 150020 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41353 members 
Mstep: Class 20 contains 71909 members 
Mstep: Class 21 contains 365 members 
Mstep: Class 22 contains 166173 members 
Entering Unmasked Estep 
Score: -161342144.000000 Penalty: 76770.804688
Splitting cluster 4 changes total score from -161344176.000000 to -161342144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -125394.570312 Penalty: 1726.636353
	Iteration 0F: 2 clusters Score -125394.6 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 536 members 
Entering Unmasked Estep 
Score: -123399.890625 Penalty: 3453.272705
	Iteration 0F: 3 clusters Score -123399.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -123661.398438 Penalty: 3453.272705
	Iteration 1F: 3 clusters Score -123661.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -123743.554688 Penalty: 3453.272705
	Iteration 2F: 3 clusters Score -123743.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -123797.343750 Penalty: 3453.272705
	Iteration 3Q: 3 clusters Score -123797.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -123831.421875 Penalty: 3453.272705
	Iteration 4Q: 3 clusters Score -123831.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -123845.500000 Penalty: 3453.272705
	Iteration 5Q: 3 clusters Score -123845.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -123857.671875 Penalty: 3453.272705
	Iteration 6Q: 3 clusters Score -123857.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -123875.820312 Penalty: 3453.272705
	Iteration 7Q: 3 clusters Score -123875.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -123900.828125 Penalty: 3453.272705
	Iteration 8Q: 3 clusters Score -123900.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -123921.632812 Penalty: 3453.272705
	Iteration 9Q: 3 clusters Score -123921.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -123932.960938 Penalty: 3453.272705
	Iteration 10Q: 3 clusters Score -123933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -123939.351562 Penalty: 3453.272705
	Iteration 11Q: 3 clusters Score -123939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -123948.773438 Penalty: 3453.272705
	Iteration 12Q: 3 clusters Score -123948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -123958.296875 Penalty: 3453.272705
	Iteration 13Q: 3 clusters Score -123958.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -123964.304688 Penalty: 3453.272705
	Iteration 14Q: 3 clusters Score -123964.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -123966.812500 Penalty: 3453.272705
	Iteration 15Q: 3 clusters Score -123966.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -123968.617188 Penalty: 3453.272705
	Iteration 16Q: 3 clusters Score -123968.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -123969.695312 Penalty: 3453.272705
	Iteration 17Q: 3 clusters Score -123969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -123973.359375 Penalty: 3453.272705
	Iteration 18Q: 3 clusters Score -123973.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -123974.906250 Penalty: 3453.272705
	Iteration 19Q: 3 clusters Score -123974.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -123979.531250 Penalty: 3453.272705
	Iteration 20F: 3 clusters Score -123979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -123982.671875 Penalty: 3453.272705
	Iteration 21Q: 3 clusters Score -123982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -123984.828125 Penalty: 3453.272705
	Iteration 22Q: 3 clusters Score -123984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -123987.726562 Penalty: 3453.272705
	Iteration 23Q: 3 clusters Score -123987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -123989.281250 Penalty: 3453.272705
	Iteration 24Q: 3 clusters Score -123989.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -123989.281250 Penalty: 3453.272705
	Iteration 25F: 3 clusters Score -123989.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (175862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175862 members 
Entering Unmasked Estep 
Score: -22559994.000000 Penalty: 2995.208740
	Iteration 0F: 2 clusters Score -2.255999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87700 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -22448866.000000 Penalty: 5990.417480
	Iteration 0F: 3 clusters Score -2.244887e+07 nChanged 84245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84533 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -22498012.000000 Penalty: 5990.417480
	Iteration 1F: 3 clusters Score -2.249801e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82918 members 
Mstep: Class 2 contains 92944 members 
Entering Unmasked Estep 
Score: -22498920.000000 Penalty: 5990.417480
	Iteration 2Q: 3 clusters Score -2.249892e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80371 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -22499968.000000 Penalty: 5990.417480
	Iteration 3Q: 3 clusters Score -2.249997e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76323 members 
Mstep: Class 2 contains 99539 members 
Entering Unmasked Estep 
Score: -22501714.000000 Penalty: 5990.417480
	Iteration 4Q: 3 clusters Score -2.250171e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70062 members 
Mstep: Class 2 contains 105800 members 
Entering Unmasked Estep 
Score: -22504394.000000 Penalty: 5990.417480
	Iteration 5Q: 3 clusters Score -2.250439e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 115238 members 
Entering Unmasked Estep 
Score: -22509812.000000 Penalty: 5990.417480
	Iteration 6F: 3 clusters Score -2.250981e+07 nChanged 13037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 128017 members 
Entering Unmasked Estep 
Score: -22519122.000000 Penalty: 5990.417480
	Iteration 7F: 3 clusters Score -2.251912e+07 nChanged 14979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 142886 members 
Entering Unmasked Estep 
Score: -22532622.000000 Penalty: 5990.417480
	Iteration 8F: 3 clusters Score -2.253262e+07 nChanged 13772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 156596 members 
Entering Unmasked Estep 
Score: -22545808.000000 Penalty: 5990.417480
	Iteration 9F: 3 clusters Score -2.254581e+07 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 166581 members 
Entering Unmasked Estep 
Score: -22553346.000000 Penalty: 5990.417480
	Iteration 10F: 3 clusters Score -2.255335e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 172035 members 
Entering Unmasked Estep 
Score: -22555976.000000 Penalty: 5990.417480
	Iteration 11Q: 3 clusters Score -2.255598e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 174381 members 
Entering Unmasked Estep 
Score: -22556930.000000 Penalty: 5990.417480
	Iteration 12Q: 3 clusters Score -2.255693e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 175163 members 
Entering Unmasked Estep 
Score: -22557170.000000 Penalty: 5990.417480
	Iteration 13Q: 3 clusters Score -2.255717e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 175424 members 
Entering Unmasked Estep 
Score: -22557284.000000 Penalty: 5990.417480
	Iteration 14Q: 3 clusters Score -2.255728e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 175528 members 
Entering Unmasked Estep 
Score: -22557332.000000 Penalty: 5990.417480
	Iteration 15Q: 3 clusters Score -2.255733e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 175573 members 
Entering Unmasked Estep 
Score: -22557386.000000 Penalty: 5990.417480
	Iteration 16Q: 3 clusters Score -2.255739e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 175598 members 
Entering Unmasked Estep 
Score: -22557432.000000 Penalty: 5990.417480
	Iteration 17Q: 3 clusters Score -2.255743e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 175612 members 
Entering Unmasked Estep 
Score: -22557452.000000 Penalty: 5990.417480
	Iteration 18Q: 3 clusters Score -2.255745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 175614 members 
Entering Unmasked Estep 
Score: -22557454.000000 Penalty: 5990.417480
	Iteration 19Q: 3 clusters Score -2.255745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 175617 members 
Entering Unmasked Estep 
Score: -22557458.000000 Penalty: 5990.417480
	Iteration 20F: 3 clusters Score -2.255746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 175621 members 
Entering Unmasked Estep 
Score: -22557458.000000 Penalty: 5990.417480
	Iteration 21Q: 3 clusters Score -2.255746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 175627 members 
Entering Unmasked Estep 
Score: -22557464.000000 Penalty: 5990.417480
	Iteration 22Q: 3 clusters Score -2.255746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 175629 members 
Entering Unmasked Estep 
Score: -22557458.000000 Penalty: 5990.417480
	Iteration 23Q: 3 clusters Score -2.255746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 175632 members 
Entering Unmasked Estep 
Score: -22557478.000000 Penalty: 5990.417480
	Iteration 24Q: 3 clusters Score -2.255748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 175632 members 
Entering Unmasked Estep 
Score: -22557490.000000 Penalty: 5990.417480
	Iteration 25Q: 3 clusters Score -2.255749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 175635 members 
Entering Unmasked Estep 
Score: -22557486.000000 Penalty: 5990.417480
	Iteration 26Q: 3 clusters Score -2.255749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 175638 members 
Entering Unmasked Estep 
Score: -22557490.000000 Penalty: 5990.417480
	Iteration 27Q: 3 clusters Score -2.255749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 175641 members 
Entering Unmasked Estep 
Score: -22557504.000000 Penalty: 5990.417480
	Iteration 28Q: 3 clusters Score -2.25575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 175641 members 
Entering Unmasked Estep 
Score: -22557504.000000 Penalty: 5990.417480
	Iteration 29Q: 3 clusters Score -2.25575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 175641 members 
Entering Unmasked Estep 
Score: -22557504.000000 Penalty: 5990.417480
	Iteration 30F: 3 clusters Score -2.25575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -91727.687500 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -91727.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90078.570312 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -90078.57 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90527.625000 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -90527.62 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90770.476562 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -90770.48 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -90974.804688 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -90974.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -91064.648438 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -91064.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -91142.109375 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -91142.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -91205.921875 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -91205.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -91226.453125 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -91226.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -91232.343750 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -91232.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -91234.562500 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -91234.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -91235.960938 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -91235.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -91238.773438 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -91238.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -91241.093750 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -91241.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -91241.093750 Penalty: 3313.081299
	Iteration 13F: 3 clusters Score -91241.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -64178.855469 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -64178.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62567.101562 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -62567.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62979.878906 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -62979.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63344.726562 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -63344.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63707.589844 Penalty: 3198.649170
	Iteration 3F: 3 clusters Score -63707.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63933.453125 Penalty: 3198.649170
	Iteration 4F: 3 clusters Score -63933.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64085.582031 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -64085.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64144.058594 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -64144.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64171.750000 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -64171.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64224.332031 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -64224.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -64293.984375 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -64293.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64318.593750 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -64318.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64340.285156 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -64340.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64373.468750 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -64373.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64431.484375 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -64431.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -64531.144531 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -64531.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -64556.589844 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -64556.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -64563.484375 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -64563.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64567.457031 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -64567.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64567.457031 Penalty: 3198.649170
	Iteration 18F: 3 clusters Score -64567.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46313 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175862 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 158472 members 
Mstep: Class 10 contains 144284 members 
Mstep: Class 11 contains 11908 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151559 members 
Mstep: Class 15 contains 81620 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 150020 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41353 members 
Mstep: Class 20 contains 71909 members 
Mstep: Class 21 contains 364 members 
Mstep: Class 22 contains 166173 members 
Entering Unmasked Estep 
Score: -161342544.000000 Penalty: 76770.804688
Splitting cluster 8 changes total score from -161344176.000000 to -161342544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (158472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158472 members 
Entering Unmasked Estep 
Score: -20136244.000000 Penalty: 2969.386719
	Iteration 0F: 2 clusters Score -2.013624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79631 members 
Mstep: Class 2 contains 78841 members 
Entering Unmasked Estep 
Score: -20031964.000000 Penalty: 5938.773438
	Iteration 0F: 3 clusters Score -2.003196e+07 nChanged 76025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87072 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -20076374.000000 Penalty: 5938.773438
	Iteration 1F: 3 clusters Score -2.007637e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91789 members 
Mstep: Class 2 contains 66683 members 
Entering Unmasked Estep 
Score: -20078682.000000 Penalty: 5938.773438
	Iteration 2Q: 3 clusters Score -2.007868e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
Score: -20082272.000000 Penalty: 5938.773438
	Iteration 3F: 3 clusters Score -2.008227e+07 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108465 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -20088430.000000 Penalty: 5938.773438
	Iteration 4F: 3 clusters Score -2.008843e+07 nChanged 12627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120808 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -20098406.000000 Penalty: 5938.773438
	Iteration 5F: 3 clusters Score -2.009841e+07 nChanged 13561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134303 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -20111068.000000 Penalty: 5938.773438
	Iteration 6F: 3 clusters Score -2.011107e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145978 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -20122756.000000 Penalty: 5938.773438
	Iteration 7F: 3 clusters Score -2.012276e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153231 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -20129626.000000 Penalty: 5938.773438
	Iteration 8Q: 3 clusters Score -2.012963e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156443 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -20132126.000000 Penalty: 5938.773438
	Iteration 9Q: 3 clusters Score -2.013213e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157597 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -20132972.000000 Penalty: 5938.773438
	Iteration 10Q: 3 clusters Score -2.013297e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157971 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -20133296.000000 Penalty: 5938.773438
	Iteration 11Q: 3 clusters Score -2.01333e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158107 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -20133452.000000 Penalty: 5938.773438
	Iteration 12Q: 3 clusters Score -2.013345e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158153 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -20133492.000000 Penalty: 5938.773438
	Iteration 13Q: 3 clusters Score -2.013349e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158172 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20133546.000000 Penalty: 5938.773438
	Iteration 14Q: 3 clusters Score -2.013355e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158190 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20133568.000000 Penalty: 5938.773438
	Iteration 15Q: 3 clusters Score -2.013357e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158205 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -20133602.000000 Penalty: 5938.773438
	Iteration 16Q: 3 clusters Score -2.01336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158207 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20133604.000000 Penalty: 5938.773438
	Iteration 17Q: 3 clusters Score -2.01336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158212 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20133626.000000 Penalty: 5938.773438
	Iteration 18Q: 3 clusters Score -2.013363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158220 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -20133640.000000 Penalty: 5938.773438
	Iteration 19Q: 3 clusters Score -2.013364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158222 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20133640.000000 Penalty: 5938.773438
	Iteration 20F: 3 clusters Score -2.013364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158222 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20133638.000000 Penalty: 5938.773438
	Iteration 21Q: 3 clusters Score -2.013364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158223 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -20133638.000000 Penalty: 5938.773438
	Iteration 22Q: 3 clusters Score -2.013364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158224 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20133640.000000 Penalty: 5938.773438
	Iteration 23Q: 3 clusters Score -2.013364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158226 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -20133634.000000 Penalty: 5938.773438
	Iteration 24Q: 3 clusters Score -2.013363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158228 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -20133646.000000 Penalty: 5938.773438
	Iteration 25Q: 3 clusters Score -2.013365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158232 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20133648.000000 Penalty: 5938.773438
	Iteration 26Q: 3 clusters Score -2.013365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158231 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20133660.000000 Penalty: 5938.773438
	Iteration 27Q: 3 clusters Score -2.013366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158231 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20133662.000000 Penalty: 5938.773438
	Iteration 28Q: 3 clusters Score -2.013366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158232 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20133662.000000 Penalty: 5938.773438
	Iteration 29Q: 3 clusters Score -2.013366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158232 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20133662.000000 Penalty: 5938.773438
	Iteration 30Q: 3 clusters Score -2.013366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158232 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20133668.000000 Penalty: 5938.773438
	Iteration 31Q: 3 clusters Score -2.013367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158231 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20133676.000000 Penalty: 5938.773438
	Iteration 32Q: 3 clusters Score -2.013368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158231 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20133672.000000 Penalty: 5938.773438
	Iteration 33Q: 3 clusters Score -2.013367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158230 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20133676.000000 Penalty: 5938.773438
	Iteration 34Q: 3 clusters Score -2.013368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158230 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20133676.000000 Penalty: 5938.773438
	Iteration 35F: 3 clusters Score -2.013368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (144284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144284 members 
Entering Unmasked Estep 
Score: -18350272.000000 Penalty: 2946.125488
	Iteration 0F: 2 clusters Score -1.835027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72293 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -18255150.000000 Penalty: 5892.250977
	Iteration 0F: 3 clusters Score -1.825515e+07 nChanged 68884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73579 members 
Mstep: Class 2 contains 70705 members 
Entering Unmasked Estep 
Score: -18295086.000000 Penalty: 5892.250977
	Iteration 1F: 3 clusters Score -1.829509e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74752 members 
Mstep: Class 2 contains 69532 members 
Entering Unmasked Estep 
Score: -18295964.000000 Penalty: 5892.250977
	Iteration 2Q: 3 clusters Score -1.829596e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -18297142.000000 Penalty: 5892.250977
	Iteration 3Q: 3 clusters Score -1.829714e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79149 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -18298574.000000 Penalty: 5892.250977
	Iteration 4Q: 3 clusters Score -1.829857e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83023 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -18300950.000000 Penalty: 5892.250977
	Iteration 5Q: 3 clusters Score -1.830095e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88468 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -18304296.000000 Penalty: 5892.250977
	Iteration 6Q: 3 clusters Score -1.83043e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95495 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -18309198.000000 Penalty: 5892.250977
	Iteration 7F: 3 clusters Score -1.83092e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103809 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -18315890.000000 Penalty: 5892.250977
	Iteration 8F: 3 clusters Score -1.831589e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112478 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -18323530.000000 Penalty: 5892.250977
	Iteration 9F: 3 clusters Score -1.832353e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120292 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -18330768.000000 Penalty: 5892.250977
	Iteration 10F: 3 clusters Score -1.833077e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126248 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -18336094.000000 Penalty: 5892.250977
	Iteration 11Q: 3 clusters Score -1.833609e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130532 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -18339478.000000 Penalty: 5892.250977
	Iteration 12Q: 3 clusters Score -1.833948e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133628 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -18341762.000000 Penalty: 5892.250977
	Iteration 13Q: 3 clusters Score -1.834176e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136037 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -18343390.000000 Penalty: 5892.250977
	Iteration 14Q: 3 clusters Score -1.834339e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137882 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -18344634.000000 Penalty: 5892.250977
	Iteration 15Q: 3 clusters Score -1.834463e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139312 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -18345556.000000 Penalty: 5892.250977
	Iteration 16Q: 3 clusters Score -1.834556e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140463 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -18346176.000000 Penalty: 5892.250977
	Iteration 17Q: 3 clusters Score -1.834618e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141296 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -18346636.000000 Penalty: 5892.250977
	Iteration 18Q: 3 clusters Score -1.834664e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141894 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -18346962.000000 Penalty: 5892.250977
	Iteration 19Q: 3 clusters Score -1.834696e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142292 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -18347178.000000 Penalty: 5892.250977
	Iteration 20F: 3 clusters Score -1.834718e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142572 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -18347298.000000 Penalty: 5892.250977
	Iteration 21Q: 3 clusters Score -1.83473e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142778 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -18347402.000000 Penalty: 5892.250977
	Iteration 22Q: 3 clusters Score -1.83474e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142943 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -18347442.000000 Penalty: 5892.250977
	Iteration 23Q: 3 clusters Score -1.834744e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143055 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -18347518.000000 Penalty: 5892.250977
	Iteration 24Q: 3 clusters Score -1.834752e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143137 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -18347550.000000 Penalty: 5892.250977
	Iteration 25Q: 3 clusters Score -1.834755e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143197 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -18347568.000000 Penalty: 5892.250977
	Iteration 26Q: 3 clusters Score -1.834757e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143259 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -18347610.000000 Penalty: 5892.250977
	Iteration 27Q: 3 clusters Score -1.834761e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143308 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -18347636.000000 Penalty: 5892.250977
	Iteration 28Q: 3 clusters Score -1.834764e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143343 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -18347664.000000 Penalty: 5892.250977
	Iteration 29Q: 3 clusters Score -1.834766e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143377 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -18347672.000000 Penalty: 5892.250977
	Iteration 30Q: 3 clusters Score -1.834767e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143403 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -18347692.000000 Penalty: 5892.250977
	Iteration 31Q: 3 clusters Score -1.834769e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143420 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -18347700.000000 Penalty: 5892.250977
	Iteration 32Q: 3 clusters Score -1.83477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143436 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -18347706.000000 Penalty: 5892.250977
	Iteration 33Q: 3 clusters Score -1.834771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143446 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -18347720.000000 Penalty: 5892.250977
	Iteration 34Q: 3 clusters Score -1.834772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143452 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -18347712.000000 Penalty: 5892.250977
	Iteration 35Q: 3 clusters Score -1.834771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143462 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -18347728.000000 Penalty: 5892.250977
	Iteration 36Q: 3 clusters Score -1.834773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143469 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -18347742.000000 Penalty: 5892.250977
	Iteration 37Q: 3 clusters Score -1.834774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143479 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -18347738.000000 Penalty: 5892.250977
	Iteration 38Q: 3 clusters Score -1.834774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143483 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -18347748.000000 Penalty: 5892.250977
	Iteration 39Q: 3 clusters Score -1.834775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143485 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -18347750.000000 Penalty: 5892.250977
	Iteration 40F: 3 clusters Score -1.834775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143493 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -18347746.000000 Penalty: 5892.250977
	Iteration 41Q: 3 clusters Score -1.834775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143500 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -18347748.000000 Penalty: 5892.250977
	Iteration 42Q: 3 clusters Score -1.834775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143508 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -18347750.000000 Penalty: 5892.250977
	Iteration 43Q: 3 clusters Score -1.834775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143517 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -18347752.000000 Penalty: 5892.250977
	Iteration 44Q: 3 clusters Score -1.834775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143523 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -18347750.000000 Penalty: 5892.250977
	Iteration 45Q: 3 clusters Score -1.834775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143530 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -18347774.000000 Penalty: 5892.250977
	Iteration 46Q: 3 clusters Score -1.834777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143535 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -18347778.000000 Penalty: 5892.250977
	Iteration 47Q: 3 clusters Score -1.834778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143538 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -18347780.000000 Penalty: 5892.250977
	Iteration 48Q: 3 clusters Score -1.834778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143539 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -18347788.000000 Penalty: 5892.250977
	Iteration 49Q: 3 clusters Score -1.834779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143543 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -18347798.000000 Penalty: 5892.250977
	Iteration 50Q: 3 clusters Score -1.83478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143544 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -18347794.000000 Penalty: 5892.250977
	Iteration 51Q: 3 clusters Score -1.834779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143544 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -18347808.000000 Penalty: 5892.250977
	Iteration 52Q: 3 clusters Score -1.834781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143546 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -18347802.000000 Penalty: 5892.250977
	Iteration 53Q: 3 clusters Score -1.83478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143547 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -18347808.000000 Penalty: 5892.250977
	Iteration 54Q: 3 clusters Score -1.834781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143548 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -18347812.000000 Penalty: 5892.250977
	Iteration 55Q: 3 clusters Score -1.834781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143550 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -18347808.000000 Penalty: 5892.250977
	Iteration 56Q: 3 clusters Score -1.834781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143550 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -18347808.000000 Penalty: 5892.250977
	Iteration 57F: 3 clusters Score -1.834781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Entering Unmasked Estep 
Score: -1444589.875000 Penalty: 2327.471436
	Iteration 0F: 2 clusters Score -1444590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1435679.375000 Penalty: 4654.942871
	Iteration 0F: 3 clusters Score -1435679 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1438545.500000 Penalty: 4654.942871
	Iteration 1F: 3 clusters Score -1438546 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1439355.750000 Penalty: 4654.942871
	Iteration 2F: 3 clusters Score -1439356 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1440322.000000 Penalty: 4654.942871
	Iteration 3F: 3 clusters Score -1440322 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1441365.625000 Penalty: 4654.942871
	Iteration 4F: 3 clusters Score -1441366 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1442171.625000 Penalty: 4654.942871
	Iteration 5F: 3 clusters Score -1442172 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1442667.250000 Penalty: 4654.942871
	Iteration 6F: 3 clusters Score -1442667 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1442939.000000 Penalty: 4654.942871
	Iteration 7Q: 3 clusters Score -1442939 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1443058.500000 Penalty: 4654.942871
	Iteration 8Q: 3 clusters Score -1443058 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1443103.375000 Penalty: 4654.942871
	Iteration 9Q: 3 clusters Score -1443103 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1443118.250000 Penalty: 4654.942871
	Iteration 10Q: 3 clusters Score -1443118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1443125.000000 Penalty: 4654.942871
	Iteration 11Q: 3 clusters Score -1443125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1443125.750000 Penalty: 4654.942871
	Iteration 12Q: 3 clusters Score -1443126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1443127.750000 Penalty: 4654.942871
	Iteration 13Q: 3 clusters Score -1443128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1443129.375000 Penalty: 4654.942871
	Iteration 14Q: 3 clusters Score -1443129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1443131.875000 Penalty: 4654.942871
	Iteration 15Q: 3 clusters Score -1443132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1443135.125000 Penalty: 4654.942871
	Iteration 16Q: 3 clusters Score -1443135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1443133.750000 Penalty: 4654.942871
	Iteration 17Q: 3 clusters Score -1443134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1443133.750000 Penalty: 4654.942871
	Iteration 18Q: 3 clusters Score -1443134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1443135.625000 Penalty: 4654.942871
	Iteration 19Q: 3 clusters Score -1443136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1443134.250000 Penalty: 4654.942871
	Iteration 20F: 3 clusters Score -1443134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Entering Unmasked Estep 
Score: -518466.312500 Penalty: 2068.551270
	Iteration 0F: 2 clusters Score -518466.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -514449.562500 Penalty: 4137.102539
	Iteration 0F: 3 clusters Score -514449.6 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -515379.843750 Penalty: 4137.102539
	Iteration 1F: 3 clusters Score -515379.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -515617.906250 Penalty: 4137.102539
	Iteration 2F: 3 clusters Score -515617.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -515814.906250 Penalty: 4137.102539
	Iteration 3F: 3 clusters Score -515814.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -516059.812500 Penalty: 4137.102539
	Iteration 4F: 3 clusters Score -516059.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -516326.031250 Penalty: 4137.102539
	Iteration 5F: 3 clusters Score -516326 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -516605.468750 Penalty: 4137.102539
	Iteration 6F: 3 clusters Score -516605.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -516840.312500 Penalty: 4137.102539
	Iteration 7F: 3 clusters Score -516840.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -517021.250000 Penalty: 4137.102539
	Iteration 8Q: 3 clusters Score -517021.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -517229.187500 Penalty: 4137.102539
	Iteration 9Q: 3 clusters Score -517229.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -517443.281250 Penalty: 4137.102539
	Iteration 10Q: 3 clusters Score -517443.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -517595.968750 Penalty: 4137.102539
	Iteration 11Q: 3 clusters Score -517596 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -517696.437500 Penalty: 4137.102539
	Iteration 12Q: 3 clusters Score -517696.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -517745.218750 Penalty: 4137.102539
	Iteration 13Q: 3 clusters Score -517745.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -517786.437500 Penalty: 4137.102539
	Iteration 14Q: 3 clusters Score -517786.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -517813.281250 Penalty: 4137.102539
	Iteration 15Q: 3 clusters Score -517813.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -517835.250000 Penalty: 4137.102539
	Iteration 16Q: 3 clusters Score -517835.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -517852.656250 Penalty: 4137.102539
	Iteration 17Q: 3 clusters Score -517852.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -517868.000000 Penalty: 4137.102539
	Iteration 18Q: 3 clusters Score -517868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -517882.125000 Penalty: 4137.102539
	Iteration 19Q: 3 clusters Score -517882.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -517898.000000 Penalty: 4137.102539
	Iteration 20F: 3 clusters Score -517898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -517917.843750 Penalty: 4137.102539
	Iteration 21Q: 3 clusters Score -517917.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -517947.187500 Penalty: 4137.102539
	Iteration 22Q: 3 clusters Score -517947.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -517977.187500 Penalty: 4137.102539
	Iteration 23Q: 3 clusters Score -517977.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -518008.187500 Penalty: 4137.102539
	Iteration 24Q: 3 clusters Score -518008.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -518034.406250 Penalty: 4137.102539
	Iteration 25Q: 3 clusters Score -518034.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -518051.906250 Penalty: 4137.102539
	Iteration 26Q: 3 clusters Score -518051.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -518062.531250 Penalty: 4137.102539
	Iteration 27Q: 3 clusters Score -518062.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -518069.343750 Penalty: 4137.102539
	Iteration 28Q: 3 clusters Score -518069.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -518071.875000 Penalty: 4137.102539
	Iteration 29Q: 3 clusters Score -518071.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -518073.843750 Penalty: 4137.102539
	Iteration 30Q: 3 clusters Score -518073.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -518074.125000 Penalty: 4137.102539
	Iteration 31Q: 3 clusters Score -518074.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -518076.093750 Penalty: 4137.102539
	Iteration 32Q: 3 clusters Score -518076.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -518077.531250 Penalty: 4137.102539
	Iteration 33Q: 3 clusters Score -518077.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -518078.531250 Penalty: 4137.102539
	Iteration 34Q: 3 clusters Score -518078.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -518080.968750 Penalty: 4137.102539
	Iteration 35Q: 3 clusters Score -518081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -518082.687500 Penalty: 4137.102539
	Iteration 36Q: 3 clusters Score -518082.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -518084.156250 Penalty: 4137.102539
	Iteration 37Q: 3 clusters Score -518084.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -518087.125000 Penalty: 4137.102539
	Iteration 38Q: 3 clusters Score -518087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -518089.000000 Penalty: 4137.102539
	Iteration 39Q: 3 clusters Score -518089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -518090.468750 Penalty: 4137.102539
	Iteration 40F: 3 clusters Score -518090.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -518092.531250 Penalty: 4137.102539
	Iteration 41Q: 3 clusters Score -518092.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -518094.406250 Penalty: 4137.102539
	Iteration 42Q: 3 clusters Score -518094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -518095.468750 Penalty: 4137.102539
	Iteration 43Q: 3 clusters Score -518095.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -518096.000000 Penalty: 4137.102539
	Iteration 44Q: 3 clusters Score -518096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -518095.531250 Penalty: 4137.102539
	Iteration 45Q: 3 clusters Score -518095.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -518097.281250 Penalty: 4137.102539
	Iteration 46Q: 3 clusters Score -518097.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -518097.281250 Penalty: 4137.102539
	Iteration 47F: 3 clusters Score -518097.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -40393.312500 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -40393.31 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 161 members 
Entering Unmasked Estep 
Score: -39027.917969 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -39027.92 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39187.691406 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -39187.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39219.359375 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -39219.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39226.628906 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -39226.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39228.382812 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -39228.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39228.382812 Penalty: 2906.950195
	Iteration 5F: 3 clusters Score -39228.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (151559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151559 members 
Entering Unmasked Estep 
Score: -19440176.000000 Penalty: 2958.324951
	Iteration 0F: 2 clusters Score -1.944018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75515 members 
Mstep: Class 2 contains 76044 members 
Entering Unmasked Estep 
Score: -19342622.000000 Penalty: 5916.649902
	Iteration 0F: 3 clusters Score -1.934262e+07 nChanged 72301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -19385106.000000 Penalty: 5916.649902
	Iteration 1F: 3 clusters Score -1.938511e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 81359 members 
Entering Unmasked Estep 
Score: -19386266.000000 Penalty: 5916.649902
	Iteration 2Q: 3 clusters Score -1.938627e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -19387746.000000 Penalty: 5916.649902
	Iteration 3Q: 3 clusters Score -1.938775e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 90245 members 
Entering Unmasked Estep 
Score: -19390118.000000 Penalty: 5916.649902
	Iteration 4Q: 3 clusters Score -1.939012e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53284 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
Score: -19394700.000000 Penalty: 5916.649902
	Iteration 5F: 3 clusters Score -1.93947e+07 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 109179 members 
Entering Unmasked Estep 
Score: -19402350.000000 Penalty: 5916.649902
	Iteration 6F: 3 clusters Score -1.940235e+07 nChanged 13040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 122159 members 
Entering Unmasked Estep 
Score: -19412988.000000 Penalty: 5916.649902
	Iteration 7F: 3 clusters Score -1.941299e+07 nChanged 12024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 134151 members 
Entering Unmasked Estep 
Score: -19423644.000000 Penalty: 5916.649902
	Iteration 8F: 3 clusters Score -1.942364e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 142607 members 
Entering Unmasked Estep 
Score: -19431226.000000 Penalty: 5916.649902
	Iteration 9F: 3 clusters Score -1.943123e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 147235 members 
Entering Unmasked Estep 
Score: -19435100.000000 Penalty: 5916.649902
	Iteration 10Q: 3 clusters Score -1.94351e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 149316 members 
Entering Unmasked Estep 
Score: -19436658.000000 Penalty: 5916.649902
	Iteration 11Q: 3 clusters Score -1.943666e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 150202 members 
Entering Unmasked Estep 
Score: -19437320.000000 Penalty: 5916.649902
	Iteration 12Q: 3 clusters Score -1.943732e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 150593 members 
Entering Unmasked Estep 
Score: -19437620.000000 Penalty: 5916.649902
	Iteration 13Q: 3 clusters Score -1.943762e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 150784 members 
Entering Unmasked Estep 
Score: -19437814.000000 Penalty: 5916.649902
	Iteration 14Q: 3 clusters Score -1.943781e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 150881 members 
Entering Unmasked Estep 
Score: -19437864.000000 Penalty: 5916.649902
	Iteration 15Q: 3 clusters Score -1.943786e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 150928 members 
Entering Unmasked Estep 
Score: -19437900.000000 Penalty: 5916.649902
	Iteration 16Q: 3 clusters Score -1.94379e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 150961 members 
Entering Unmasked Estep 
Score: -19437938.000000 Penalty: 5916.649902
	Iteration 17Q: 3 clusters Score -1.943794e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 150977 members 
Entering Unmasked Estep 
Score: -19437952.000000 Penalty: 5916.649902
	Iteration 18Q: 3 clusters Score -1.943795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 150993 members 
Entering Unmasked Estep 
Score: -19437972.000000 Penalty: 5916.649902
	Iteration 19Q: 3 clusters Score -1.943797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 151006 members 
Entering Unmasked Estep 
Score: -19437956.000000 Penalty: 5916.649902
	Iteration 20F: 3 clusters Score -1.943796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 151014 members 
Entering Unmasked Estep 
Score: -19437970.000000 Penalty: 5916.649902
	Iteration 21Q: 3 clusters Score -1.943797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 151015 members 
Entering Unmasked Estep 
Score: -19437970.000000 Penalty: 5916.649902
	Iteration 22Q: 3 clusters Score -1.943797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 151018 members 
Entering Unmasked Estep 
Score: -19437970.000000 Penalty: 5916.649902
	Iteration 23Q: 3 clusters Score -1.943797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 151019 members 
Entering Unmasked Estep 
Score: -19437960.000000 Penalty: 5916.649902
	Iteration 24Q: 3 clusters Score -1.943796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 151023 members 
Entering Unmasked Estep 
Score: -19437960.000000 Penalty: 5916.649902
	Iteration 25Q: 3 clusters Score -1.943796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 151026 members 
Entering Unmasked Estep 
Score: -19437958.000000 Penalty: 5916.649902
	Iteration 26Q: 3 clusters Score -1.943796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 151028 members 
Entering Unmasked Estep 
Score: -19437964.000000 Penalty: 5916.649902
	Iteration 27Q: 3 clusters Score -1.943796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 151029 members 
Entering Unmasked Estep 
Score: -19437974.000000 Penalty: 5916.649902
	Iteration 28Q: 3 clusters Score -1.943797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 151029 members 
Entering Unmasked Estep 
Score: -19437960.000000 Penalty: 5916.649902
	Iteration 29Q: 3 clusters Score -1.943796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 151031 members 
Entering Unmasked Estep 
Score: -19437950.000000 Penalty: 5916.649902
	Iteration 30Q: 3 clusters Score -1.943795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 151031 members 
Entering Unmasked Estep 
Score: -19437958.000000 Penalty: 5916.649902
	Iteration 31Q: 3 clusters Score -1.943796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 151028 members 
Entering Unmasked Estep 
Score: -19437966.000000 Penalty: 5916.649902
	Iteration 32Q: 3 clusters Score -1.943797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 151030 members 
Entering Unmasked Estep 
Score: -19437964.000000 Penalty: 5916.649902
	Iteration 33Q: 3 clusters Score -1.943796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 151031 members 
Entering Unmasked Estep 
Score: -19437950.000000 Penalty: 5916.649902
	Iteration 34Q: 3 clusters Score -1.943795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 151031 members 
Entering Unmasked Estep 
Score: -19437950.000000 Penalty: 5916.649902
	Iteration 35F: 3 clusters Score -1.943795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (81620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Entering Unmasked Estep 
Score: -10128958.000000 Penalty: 2804.837891
	Iteration 0F: 2 clusters Score -1.012896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -10074463.000000 Penalty: 5609.675781
	Iteration 0F: 3 clusters Score -1.007446e+07 nChanged 38462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -10096058.000000 Penalty: 5609.675781
	Iteration 1F: 3 clusters Score -1.009606e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -10096904.000000 Penalty: 5609.675781
	Iteration 2Q: 3 clusters Score -1.00969e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -10098179.000000 Penalty: 5609.675781
	Iteration 3Q: 3 clusters Score -1.009818e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -10099938.000000 Penalty: 5609.675781
	Iteration 4Q: 3 clusters Score -1.009994e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -10102337.000000 Penalty: 5609.675781
	Iteration 5Q: 3 clusters Score -1.010234e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -10105760.000000 Penalty: 5609.675781
	Iteration 6F: 3 clusters Score -1.010576e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -10110515.000000 Penalty: 5609.675781
	Iteration 7F: 3 clusters Score -1.011052e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -10116066.000000 Penalty: 5609.675781
	Iteration 8F: 3 clusters Score -1.011607e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -10120670.000000 Penalty: 5609.675781
	Iteration 9F: 3 clusters Score -1.012067e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -10123225.000000 Penalty: 5609.675781
	Iteration 10Q: 3 clusters Score -1.012322e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -10124514.000000 Penalty: 5609.675781
	Iteration 11Q: 3 clusters Score -1.012451e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -10125227.000000 Penalty: 5609.675781
	Iteration 12Q: 3 clusters Score -1.012523e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -10125740.000000 Penalty: 5609.675781
	Iteration 13Q: 3 clusters Score -1.012574e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63647 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -10126122.000000 Penalty: 5609.675781
	Iteration 14Q: 3 clusters Score -1.012612e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -10126430.000000 Penalty: 5609.675781
	Iteration 15Q: 3 clusters Score -1.012643e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -10126645.000000 Penalty: 5609.675781
	Iteration 16Q: 3 clusters Score -1.012664e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -10126831.000000 Penalty: 5609.675781
	Iteration 17Q: 3 clusters Score -1.012683e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -10126942.000000 Penalty: 5609.675781
	Iteration 18Q: 3 clusters Score -1.012694e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -10127091.000000 Penalty: 5609.675781
	Iteration 19Q: 3 clusters Score -1.012709e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67506 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -10127235.000000 Penalty: 5609.675781
	Iteration 20F: 3 clusters Score -1.012724e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -10127313.000000 Penalty: 5609.675781
	Iteration 21Q: 3 clusters Score -1.012731e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -10127408.000000 Penalty: 5609.675781
	Iteration 22Q: 3 clusters Score -1.012741e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68685 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -10127508.000000 Penalty: 5609.675781
	Iteration 23Q: 3 clusters Score -1.012751e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -10127554.000000 Penalty: 5609.675781
	Iteration 24Q: 3 clusters Score -1.012755e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69270 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -10127611.000000 Penalty: 5609.675781
	Iteration 25Q: 3 clusters Score -1.012761e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69508 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -10127635.000000 Penalty: 5609.675781
	Iteration 26Q: 3 clusters Score -1.012764e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -10127658.000000 Penalty: 5609.675781
	Iteration 27Q: 3 clusters Score -1.012766e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -10127695.000000 Penalty: 5609.675781
	Iteration 28Q: 3 clusters Score -1.01277e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -10127728.000000 Penalty: 5609.675781
	Iteration 29Q: 3 clusters Score -1.012773e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -10127729.000000 Penalty: 5609.675781
	Iteration 30Q: 3 clusters Score -1.012773e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70535 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -10127751.000000 Penalty: 5609.675781
	Iteration 31Q: 3 clusters Score -1.012775e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -10127792.000000 Penalty: 5609.675781
	Iteration 32Q: 3 clusters Score -1.012779e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -10127810.000000 Penalty: 5609.675781
	Iteration 33Q: 3 clusters Score -1.012781e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -10127843.000000 Penalty: 5609.675781
	Iteration 34Q: 3 clusters Score -1.012784e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71145 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -10127854.000000 Penalty: 5609.675781
	Iteration 35Q: 3 clusters Score -1.012785e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -10127865.000000 Penalty: 5609.675781
	Iteration 36Q: 3 clusters Score -1.012786e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -10127862.000000 Penalty: 5609.675781
	Iteration 37Q: 3 clusters Score -1.012786e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71416 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -10127853.000000 Penalty: 5609.675781
	Iteration 38Q: 3 clusters Score -1.012785e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -10127877.000000 Penalty: 5609.675781
	Iteration 39Q: 3 clusters Score -1.012788e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71585 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -10127863.000000 Penalty: 5609.675781
	Iteration 40F: 3 clusters Score -1.012786e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71668 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -10127883.000000 Penalty: 5609.675781
	Iteration 41Q: 3 clusters Score -1.012788e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71764 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -10127877.000000 Penalty: 5609.675781
	Iteration 42Q: 3 clusters Score -1.012788e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -10127902.000000 Penalty: 5609.675781
	Iteration 43Q: 3 clusters Score -1.01279e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -10127904.000000 Penalty: 5609.675781
	Iteration 44Q: 3 clusters Score -1.01279e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -10127897.000000 Penalty: 5609.675781
	Iteration 45Q: 3 clusters Score -1.01279e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -10127893.000000 Penalty: 5609.675781
	Iteration 46Q: 3 clusters Score -1.012789e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -10127892.000000 Penalty: 5609.675781
	Iteration 47Q: 3 clusters Score -1.012789e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72089 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -10127909.000000 Penalty: 5609.675781
	Iteration 48Q: 3 clusters Score -1.012791e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -10127909.000000 Penalty: 5609.675781
	Iteration 49Q: 3 clusters Score -1.012791e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72151 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -10127904.000000 Penalty: 5609.675781
	Iteration 50Q: 3 clusters Score -1.01279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -10127896.000000 Penalty: 5609.675781
	Iteration 51Q: 3 clusters Score -1.01279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -10127904.000000 Penalty: 5609.675781
	Iteration 52Q: 3 clusters Score -1.01279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72208 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -10127909.000000 Penalty: 5609.675781
	Iteration 53Q: 3 clusters Score -1.012791e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -10127905.000000 Penalty: 5609.675781
	Iteration 54Q: 3 clusters Score -1.01279e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -10127920.000000 Penalty: 5609.675781
	Iteration 55Q: 3 clusters Score -1.012792e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -10127922.000000 Penalty: 5609.675781
	Iteration 56Q: 3 clusters Score -1.012792e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -10127927.000000 Penalty: 5609.675781
	Iteration 57Q: 3 clusters Score -1.012793e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72324 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -10127917.000000 Penalty: 5609.675781
	Iteration 58Q: 3 clusters Score -1.012792e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -10127923.000000 Penalty: 5609.675781
	Iteration 59Q: 3 clusters Score -1.012792e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72368 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -10127923.000000 Penalty: 5609.675781
	Iteration 60F: 3 clusters Score -1.012792e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72394 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -10127931.000000 Penalty: 5609.675781
	Iteration 61Q: 3 clusters Score -1.012793e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -10127931.000000 Penalty: 5609.675781
	Iteration 62Q: 3 clusters Score -1.012793e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -10127936.000000 Penalty: 5609.675781
	Iteration 63Q: 3 clusters Score -1.012794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72470 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -10127932.000000 Penalty: 5609.675781
	Iteration 64Q: 3 clusters Score -1.012793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72486 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -10127942.000000 Penalty: 5609.675781
	Iteration 65Q: 3 clusters Score -1.012794e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72501 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -10127952.000000 Penalty: 5609.675781
	Iteration 66Q: 3 clusters Score -1.012795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -10127946.000000 Penalty: 5609.675781
	Iteration 67Q: 3 clusters Score -1.012795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -10127944.000000 Penalty: 5609.675781
	Iteration 68Q: 3 clusters Score -1.012794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -10127944.000000 Penalty: 5609.675781
	Iteration 69Q: 3 clusters Score -1.012794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -10127945.000000 Penalty: 5609.675781
	Iteration 70Q: 3 clusters Score -1.012794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -10127955.000000 Penalty: 5609.675781
	Iteration 71Q: 3 clusters Score -1.012796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -10127967.000000 Penalty: 5609.675781
	Iteration 72Q: 3 clusters Score -1.012797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72560 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -10127962.000000 Penalty: 5609.675781
	Iteration 73Q: 3 clusters Score -1.012796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72569 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -10127957.000000 Penalty: 5609.675781
	Iteration 74Q: 3 clusters Score -1.012796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72576 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -10127968.000000 Penalty: 5609.675781
	Iteration 75Q: 3 clusters Score -1.012797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72591 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -10127964.000000 Penalty: 5609.675781
	Iteration 76Q: 3 clusters Score -1.012796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72601 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -10127980.000000 Penalty: 5609.675781
	Iteration 77Q: 3 clusters Score -1.012798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72611 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -10127980.000000 Penalty: 5609.675781
	Iteration 78Q: 3 clusters Score -1.012798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72619 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -10127979.000000 Penalty: 5609.675781
	Iteration 79Q: 3 clusters Score -1.012798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72624 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -10127987.000000 Penalty: 5609.675781
	Iteration 80F: 3 clusters Score -1.012799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -10127984.000000 Penalty: 5609.675781
	Iteration 81Q: 3 clusters Score -1.012798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -10127990.000000 Penalty: 5609.675781
	Iteration 82Q: 3 clusters Score -1.012799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72639 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -10127998.000000 Penalty: 5609.675781
	Iteration 83Q: 3 clusters Score -1.0128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -10128005.000000 Penalty: 5609.675781
	Iteration 84Q: 3 clusters Score -1.0128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -10128007.000000 Penalty: 5609.675781
	Iteration 85Q: 3 clusters Score -1.012801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -10128009.000000 Penalty: 5609.675781
	Iteration 86Q: 3 clusters Score -1.012801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72649 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -10128007.000000 Penalty: 5609.675781
	Iteration 87Q: 3 clusters Score -1.012801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -10127992.000000 Penalty: 5609.675781
	Iteration 88Q: 3 clusters Score -1.012799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72656 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -10128011.000000 Penalty: 5609.675781
	Iteration 89Q: 3 clusters Score -1.012801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72661 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -10127999.000000 Penalty: 5609.675781
	Iteration 90Q: 3 clusters Score -1.0128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -10127994.000000 Penalty: 5609.675781
	Iteration 91Q: 3 clusters Score -1.012799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -10127998.000000 Penalty: 5609.675781
	Iteration 92Q: 3 clusters Score -1.0128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -10127994.000000 Penalty: 5609.675781
	Iteration 93Q: 3 clusters Score -1.012799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -10127997.000000 Penalty: 5609.675781
	Iteration 94Q: 3 clusters Score -1.0128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -10127990.000000 Penalty: 5609.675781
	Iteration 95Q: 3 clusters Score -1.012799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -10128001.000000 Penalty: 5609.675781
	Iteration 96Q: 3 clusters Score -1.0128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -10127996.000000 Penalty: 5609.675781
	Iteration 97Q: 3 clusters Score -1.0128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72704 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -10128004.000000 Penalty: 5609.675781
	Iteration 98Q: 3 clusters Score -1.0128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -10128000.000000 Penalty: 5609.675781
	Iteration 99Q: 3 clusters Score -1.0128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -10128005.000000 Penalty: 5609.675781
	Iteration 100F: 3 clusters Score -1.0128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -10128003.000000 Penalty: 5609.675781
	Iteration 101Q: 3 clusters Score -1.0128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -10127993.000000 Penalty: 5609.675781
	Iteration 102Q: 3 clusters Score -1.012799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -10127993.000000 Penalty: 5609.675781
	Iteration 103Q: 3 clusters Score -1.012799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -10127993.000000 Penalty: 5609.675781
	Iteration 104F: 3 clusters Score -1.012799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Entering Unmasked Estep 
Score: -1174067.625000 Penalty: 2276.916992
	Iteration 0F: 2 clusters Score -1174068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1166521.875000 Penalty: 4553.833984
	Iteration 0F: 3 clusters Score -1166522 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1169405.250000 Penalty: 4553.833984
	Iteration 1F: 3 clusters Score -1169405 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1170319.750000 Penalty: 4553.833984
	Iteration 2F: 3 clusters Score -1170320 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1171029.125000 Penalty: 4553.833984
	Iteration 3F: 3 clusters Score -1171029 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1171614.625000 Penalty: 4553.833984
	Iteration 4F: 3 clusters Score -1171615 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1172023.875000 Penalty: 4553.833984
	Iteration 5F: 3 clusters Score -1172024 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1172315.750000 Penalty: 4553.833984
	Iteration 6Q: 3 clusters Score -1172316 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1172493.000000 Penalty: 4553.833984
	Iteration 7Q: 3 clusters Score -1172493 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1172610.625000 Penalty: 4553.833984
	Iteration 8Q: 3 clusters Score -1172611 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1172697.250000 Penalty: 4553.833984
	Iteration 9Q: 3 clusters Score -1172697 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1172755.500000 Penalty: 4553.833984
	Iteration 10Q: 3 clusters Score -1172756 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1172802.375000 Penalty: 4553.833984
	Iteration 11Q: 3 clusters Score -1172802 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1172838.250000 Penalty: 4553.833984
	Iteration 12Q: 3 clusters Score -1172838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1172861.875000 Penalty: 4553.833984
	Iteration 13Q: 3 clusters Score -1172862 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1172886.250000 Penalty: 4553.833984
	Iteration 14Q: 3 clusters Score -1172886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1172909.625000 Penalty: 4553.833984
	Iteration 15Q: 3 clusters Score -1172910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1172930.750000 Penalty: 4553.833984
	Iteration 16Q: 3 clusters Score -1172931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1172946.250000 Penalty: 4553.833984
	Iteration 17Q: 3 clusters Score -1172946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1172963.875000 Penalty: 4553.833984
	Iteration 18Q: 3 clusters Score -1172964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1172981.625000 Penalty: 4553.833984
	Iteration 19Q: 3 clusters Score -1172982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1173002.875000 Penalty: 4553.833984
	Iteration 20F: 3 clusters Score -1173003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1173021.000000 Penalty: 4553.833984
	Iteration 21Q: 3 clusters Score -1173021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1173028.375000 Penalty: 4553.833984
	Iteration 22Q: 3 clusters Score -1173028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1173040.500000 Penalty: 4553.833984
	Iteration 23Q: 3 clusters Score -1173040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1173045.875000 Penalty: 4553.833984
	Iteration 24Q: 3 clusters Score -1173046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1173056.125000 Penalty: 4553.833984
	Iteration 25Q: 3 clusters Score -1173056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1173063.250000 Penalty: 4553.833984
	Iteration 26Q: 3 clusters Score -1173063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1173067.625000 Penalty: 4553.833984
	Iteration 27Q: 3 clusters Score -1173068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1173068.000000 Penalty: 4553.833984
	Iteration 28Q: 3 clusters Score -1173068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1173074.375000 Penalty: 4553.833984
	Iteration 29Q: 3 clusters Score -1173074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1173078.375000 Penalty: 4553.833984
	Iteration 30Q: 3 clusters Score -1173078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1173083.875000 Penalty: 4553.833984
	Iteration 31Q: 3 clusters Score -1173084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1173088.125000 Penalty: 4553.833984
	Iteration 32Q: 3 clusters Score -1173088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1173087.500000 Penalty: 4553.833984
	Iteration 33Q: 3 clusters Score -1173088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1173094.625000 Penalty: 4553.833984
	Iteration 34Q: 3 clusters Score -1173095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1173099.000000 Penalty: 4553.833984
	Iteration 35Q: 3 clusters Score -1173099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1173111.875000 Penalty: 4553.833984
	Iteration 36Q: 3 clusters Score -1173112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1173130.750000 Penalty: 4553.833984
	Iteration 37Q: 3 clusters Score -1173131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1173159.375000 Penalty: 4553.833984
	Iteration 38Q: 3 clusters Score -1173159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1173193.250000 Penalty: 4553.833984
	Iteration 39Q: 3 clusters Score -1173193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1173238.625000 Penalty: 4553.833984
	Iteration 40F: 3 clusters Score -1173239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1173275.500000 Penalty: 4553.833984
	Iteration 41Q: 3 clusters Score -1173276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1173299.000000 Penalty: 4553.833984
	Iteration 42Q: 3 clusters Score -1173299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1173315.000000 Penalty: 4553.833984
	Iteration 43Q: 3 clusters Score -1173315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1173326.875000 Penalty: 4553.833984
	Iteration 44Q: 3 clusters Score -1173327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1173337.750000 Penalty: 4553.833984
	Iteration 45Q: 3 clusters Score -1173338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1173340.625000 Penalty: 4553.833984
	Iteration 46Q: 3 clusters Score -1173341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1173344.375000 Penalty: 4553.833984
	Iteration 47Q: 3 clusters Score -1173344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1173351.375000 Penalty: 4553.833984
	Iteration 48Q: 3 clusters Score -1173351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1173358.000000 Penalty: 4553.833984
	Iteration 49Q: 3 clusters Score -1173358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1173361.250000 Penalty: 4553.833984
	Iteration 50Q: 3 clusters Score -1173361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1173363.000000 Penalty: 4553.833984
	Iteration 51Q: 3 clusters Score -1173363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1173364.250000 Penalty: 4553.833984
	Iteration 52Q: 3 clusters Score -1173364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1173364.500000 Penalty: 4553.833984
	Iteration 53Q: 3 clusters Score -1173364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1173365.250000 Penalty: 4553.833984
	Iteration 54Q: 3 clusters Score -1173365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1173368.000000 Penalty: 4553.833984
	Iteration 55Q: 3 clusters Score -1173368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1173368.000000 Penalty: 4553.833984
	Iteration 56Q: 3 clusters Score -1173368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1173368.625000 Penalty: 4553.833984
	Iteration 57Q: 3 clusters Score -1173369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1173369.875000 Penalty: 4553.833984
	Iteration 58Q: 3 clusters Score -1173370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1173371.250000 Penalty: 4553.833984
	Iteration 59Q: 3 clusters Score -1173371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1173370.875000 Penalty: 4553.833984
	Iteration 60F: 3 clusters Score -1173371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1173372.625000 Penalty: 4553.833984
	Iteration 61Q: 3 clusters Score -1173373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1173374.250000 Penalty: 4553.833984
	Iteration 62Q: 3 clusters Score -1173374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1173374.750000 Penalty: 4553.833984
	Iteration 63Q: 3 clusters Score -1173375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1173374.750000 Penalty: 4553.833984
	Iteration 64Q: 3 clusters Score -1173375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1173377.250000 Penalty: 4553.833984
	Iteration 65Q: 3 clusters Score -1173377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1173376.875000 Penalty: 4553.833984
	Iteration 66Q: 3 clusters Score -1173377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1173376.000000 Penalty: 4553.833984
	Iteration 67Q: 3 clusters Score -1173376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1173377.500000 Penalty: 4553.833984
	Iteration 68Q: 3 clusters Score -1173378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1173377.500000 Penalty: 4553.833984
	Iteration 69F: 3 clusters Score -1173378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (150020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150020 members 
Entering Unmasked Estep 
Score: -19325430.000000 Penalty: 2955.793945
	Iteration 0F: 2 clusters Score -1.932543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 75066 members 
Entering Unmasked Estep 
Score: -19229630.000000 Penalty: 5911.587891
	Iteration 0F: 3 clusters Score -1.922963e+07 nChanged 72006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75688 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -19271058.000000 Penalty: 5911.587891
	Iteration 1F: 3 clusters Score -1.927106e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76590 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -19272044.000000 Penalty: 5911.587891
	Iteration 2Q: 3 clusters Score -1.927204e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -19273212.000000 Penalty: 5911.587891
	Iteration 3Q: 3 clusters Score -1.927321e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79759 members 
Mstep: Class 2 contains 70261 members 
Entering Unmasked Estep 
Score: -19274912.000000 Penalty: 5911.587891
	Iteration 4Q: 3 clusters Score -1.927491e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82550 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -19277286.000000 Penalty: 5911.587891
	Iteration 5Q: 3 clusters Score -1.927729e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86305 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -19280502.000000 Penalty: 5911.587891
	Iteration 6Q: 3 clusters Score -1.92805e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91407 members 
Mstep: Class 2 contains 58613 members 
Entering Unmasked Estep 
Score: -19285172.000000 Penalty: 5911.587891
	Iteration 7F: 3 clusters Score -1.928517e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97297 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -19291660.000000 Penalty: 5911.587891
	Iteration 8F: 3 clusters Score -1.929166e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103124 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -19298982.000000 Penalty: 5911.587891
	Iteration 9F: 3 clusters Score -1.929898e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107730 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -19305460.000000 Penalty: 5911.587891
	Iteration 10F: 3 clusters Score -1.930546e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110942 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -19309050.000000 Penalty: 5911.587891
	Iteration 11Q: 3 clusters Score -1.930905e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113425 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -19310770.000000 Penalty: 5911.587891
	Iteration 12Q: 3 clusters Score -1.931077e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115694 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -19311628.000000 Penalty: 5911.587891
	Iteration 13Q: 3 clusters Score -1.931163e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117929 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -19312282.000000 Penalty: 5911.587891
	Iteration 14Q: 3 clusters Score -1.931228e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120050 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -19312808.000000 Penalty: 5911.587891
	Iteration 15Q: 3 clusters Score -1.931281e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122037 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -19313412.000000 Penalty: 5911.587891
	Iteration 16Q: 3 clusters Score -1.931341e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124013 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -19313828.000000 Penalty: 5911.587891
	Iteration 17Q: 3 clusters Score -1.931383e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126006 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -19314522.000000 Penalty: 5911.587891
	Iteration 18Q: 3 clusters Score -1.931452e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127975 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -19315186.000000 Penalty: 5911.587891
	Iteration 19Q: 3 clusters Score -1.931519e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129894 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -19315804.000000 Penalty: 5911.587891
	Iteration 20F: 3 clusters Score -1.93158e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131772 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -19316560.000000 Penalty: 5911.587891
	Iteration 21Q: 3 clusters Score -1.931656e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133587 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -19317142.000000 Penalty: 5911.587891
	Iteration 22Q: 3 clusters Score -1.931714e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135380 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -19317730.000000 Penalty: 5911.587891
	Iteration 23Q: 3 clusters Score -1.931773e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137089 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -19318416.000000 Penalty: 5911.587891
	Iteration 24Q: 3 clusters Score -1.931842e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138722 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -19319148.000000 Penalty: 5911.587891
	Iteration 25Q: 3 clusters Score -1.931915e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140212 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -19319866.000000 Penalty: 5911.587891
	Iteration 26Q: 3 clusters Score -1.931987e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141514 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -19320454.000000 Penalty: 5911.587891
	Iteration 27Q: 3 clusters Score -1.932045e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142657 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -19320818.000000 Penalty: 5911.587891
	Iteration 28Q: 3 clusters Score -1.932082e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143640 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -19321150.000000 Penalty: 5911.587891
	Iteration 29Q: 3 clusters Score -1.932115e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144515 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -19321458.000000 Penalty: 5911.587891
	Iteration 30Q: 3 clusters Score -1.932146e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145254 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -19321810.000000 Penalty: 5911.587891
	Iteration 31Q: 3 clusters Score -1.932181e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145874 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -19322090.000000 Penalty: 5911.587891
	Iteration 32Q: 3 clusters Score -1.932209e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146393 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -19322380.000000 Penalty: 5911.587891
	Iteration 33Q: 3 clusters Score -1.932238e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146809 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -19322580.000000 Penalty: 5911.587891
	Iteration 34Q: 3 clusters Score -1.932258e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147172 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -19322712.000000 Penalty: 5911.587891
	Iteration 35Q: 3 clusters Score -1.932271e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147463 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -19322888.000000 Penalty: 5911.587891
	Iteration 36Q: 3 clusters Score -1.932289e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147685 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -19322940.000000 Penalty: 5911.587891
	Iteration 37Q: 3 clusters Score -1.932294e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147876 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -19323076.000000 Penalty: 5911.587891
	Iteration 38Q: 3 clusters Score -1.932308e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148022 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -19323100.000000 Penalty: 5911.587891
	Iteration 39Q: 3 clusters Score -1.93231e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148131 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -19323148.000000 Penalty: 5911.587891
	Iteration 40F: 3 clusters Score -1.932315e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148212 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -19323194.000000 Penalty: 5911.587891
	Iteration 41Q: 3 clusters Score -1.932319e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148277 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -19323262.000000 Penalty: 5911.587891
	Iteration 42Q: 3 clusters Score -1.932326e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148325 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -19323264.000000 Penalty: 5911.587891
	Iteration 43Q: 3 clusters Score -1.932326e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148370 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -19323280.000000 Penalty: 5911.587891
	Iteration 44Q: 3 clusters Score -1.932328e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148403 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -19323292.000000 Penalty: 5911.587891
	Iteration 45Q: 3 clusters Score -1.932329e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148432 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -19323298.000000 Penalty: 5911.587891
	Iteration 46Q: 3 clusters Score -1.93233e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148452 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -19323294.000000 Penalty: 5911.587891
	Iteration 47Q: 3 clusters Score -1.932329e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148473 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -19323290.000000 Penalty: 5911.587891
	Iteration 48Q: 3 clusters Score -1.932329e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148495 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -19323308.000000 Penalty: 5911.587891
	Iteration 49Q: 3 clusters Score -1.932331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148512 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -19323288.000000 Penalty: 5911.587891
	Iteration 50Q: 3 clusters Score -1.932329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148523 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -19323296.000000 Penalty: 5911.587891
	Iteration 51Q: 3 clusters Score -1.93233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148539 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -19323330.000000 Penalty: 5911.587891
	Iteration 52Q: 3 clusters Score -1.932333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148546 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -19323334.000000 Penalty: 5911.587891
	Iteration 53Q: 3 clusters Score -1.932333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148553 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -19323332.000000 Penalty: 5911.587891
	Iteration 54Q: 3 clusters Score -1.932333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148563 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -19323340.000000 Penalty: 5911.587891
	Iteration 55Q: 3 clusters Score -1.932334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148572 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -19323316.000000 Penalty: 5911.587891
	Iteration 56Q: 3 clusters Score -1.932332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148577 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -19323320.000000 Penalty: 5911.587891
	Iteration 57Q: 3 clusters Score -1.932332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148586 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -19323322.000000 Penalty: 5911.587891
	Iteration 58Q: 3 clusters Score -1.932332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148592 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -19323304.000000 Penalty: 5911.587891
	Iteration 59Q: 3 clusters Score -1.93233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148598 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -19323306.000000 Penalty: 5911.587891
	Iteration 60F: 3 clusters Score -1.932331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148601 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -19323316.000000 Penalty: 5911.587891
	Iteration 61Q: 3 clusters Score -1.932332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148603 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -19323308.000000 Penalty: 5911.587891
	Iteration 62Q: 3 clusters Score -1.932331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148605 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -19323314.000000 Penalty: 5911.587891
	Iteration 63Q: 3 clusters Score -1.932331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148605 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -19323314.000000 Penalty: 5911.587891
	Iteration 64F: 3 clusters Score -1.932331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -38932.289062 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -38932.29 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 199 members 
Entering Unmasked Estep 
Score: -37566.148438 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -37566.15 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37838.039062 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -37838.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38040.585938 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -38040.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38241.058594 Penalty: 2992.410889
	Iteration 3F: 3 clusters Score -38241.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38379.402344 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -38379.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38478.417969 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -38478.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38547.894531 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -38547.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38609.652344 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -38609.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38671.300781 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -38671.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38752.136719 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -38752.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38849.500000 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -38849.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38887.656250 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -38887.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38911.058594 Penalty: 2992.410889
	Iteration 12Q: 3 clusters Score -38911.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38932.386719 Penalty: 2992.410889
	Iteration 13Q: 3 clusters Score -38932.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38937.457031 Penalty: 2992.410889
	Iteration 14Q: 3 clusters Score -38937.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38939.753906 Penalty: 2992.410889
	Iteration 15Q: 3 clusters Score -38939.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38939.753906 Penalty: 2992.410889
	Iteration 16F: 3 clusters Score -38939.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46313 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175862 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158472 members 
Mstep: Class 10 contains 144284 members 
Mstep: Class 11 contains 11908 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151559 members 
Mstep: Class 15 contains 81620 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 150020 members 
Mstep: Class 18 contains 205 members 
Mstep: Class 19 contains 41353 members 
Mstep: Class 20 contains 71909 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 166173 members 
Entering Unmasked Estep 
Score: -161342176.000000 Penalty: 76770.804688
Splitting cluster 18 changes total score from -161344176.000000 to -161342176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (41353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Entering Unmasked Estep 
Score: -5283886.000000 Penalty: 2636.215088
	Iteration 0F: 2 clusters Score -5283886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -5255933.000000 Penalty: 5272.430176
	Iteration 0F: 3 clusters Score -5255933 nChanged 18918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -5266502.500000 Penalty: 5272.430176
	Iteration 1F: 3 clusters Score -5266502 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -5267099.000000 Penalty: 5272.430176
	Iteration 2Q: 3 clusters Score -5267099 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -5267638.500000 Penalty: 5272.430176
	Iteration 3Q: 3 clusters Score -5267638 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -5268350.500000 Penalty: 5272.430176
	Iteration 4Q: 3 clusters Score -5268350 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -5269236.500000 Penalty: 5272.430176
	Iteration 5Q: 3 clusters Score -5269236 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -5270419.000000 Penalty: 5272.430176
	Iteration 6F: 3 clusters Score -5270419 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -5272047.500000 Penalty: 5272.430176
	Iteration 7F: 3 clusters Score -5272048 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -5274156.000000 Penalty: 5272.430176
	Iteration 8F: 3 clusters Score -5274156 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -5276547.500000 Penalty: 5272.430176
	Iteration 9F: 3 clusters Score -5276548 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -5278667.500000 Penalty: 5272.430176
	Iteration 10F: 3 clusters Score -5278668 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5280129.500000 Penalty: 5272.430176
	Iteration 11Q: 3 clusters Score -5280130 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5280845.000000 Penalty: 5272.430176
	Iteration 12Q: 3 clusters Score -5280845 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5281160.500000 Penalty: 5272.430176
	Iteration 13Q: 3 clusters Score -5281160 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5281330.500000 Penalty: 5272.430176
	Iteration 14Q: 3 clusters Score -5281330 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5281433.000000 Penalty: 5272.430176
	Iteration 15Q: 3 clusters Score -5281433 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5281481.500000 Penalty: 5272.430176
	Iteration 16Q: 3 clusters Score -5281482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5281512.000000 Penalty: 5272.430176
	Iteration 17Q: 3 clusters Score -5281512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5281544.500000 Penalty: 5272.430176
	Iteration 18Q: 3 clusters Score -5281544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5281555.500000 Penalty: 5272.430176
	Iteration 19Q: 3 clusters Score -5281556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5281568.000000 Penalty: 5272.430176
	Iteration 20F: 3 clusters Score -5281568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5281571.500000 Penalty: 5272.430176
	Iteration 21Q: 3 clusters Score -5281572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5281577.000000 Penalty: 5272.430176
	Iteration 22Q: 3 clusters Score -5281577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5281584.000000 Penalty: 5272.430176
	Iteration 23Q: 3 clusters Score -5281584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5281582.000000 Penalty: 5272.430176
	Iteration 24Q: 3 clusters Score -5281582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5281582.000000 Penalty: 5272.430176
	Iteration 25F: 3 clusters Score -5281582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (71909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71909 members 
Entering Unmasked Estep 
Score: -9211946.000000 Penalty: 2773.422852
	Iteration 0F: 2 clusters Score -9211946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -9163922.000000 Penalty: 5546.845703
	Iteration 0F: 3 clusters Score -9163922 nChanged 33498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -9182720.000000 Penalty: 5546.845703
	Iteration 1F: 3 clusters Score -9182720 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -9183379.000000 Penalty: 5546.845703
	Iteration 2Q: 3 clusters Score -9183379 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -9184100.000000 Penalty: 5546.845703
	Iteration 3Q: 3 clusters Score -9184100 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -9185050.000000 Penalty: 5546.845703
	Iteration 4Q: 3 clusters Score -9185050 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -9186499.000000 Penalty: 5546.845703
	Iteration 5Q: 3 clusters Score -9186499 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -9188742.000000 Penalty: 5546.845703
	Iteration 6F: 3 clusters Score -9188742 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -9191963.000000 Penalty: 5546.845703
	Iteration 7F: 3 clusters Score -9191963 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -9196402.000000 Penalty: 5546.845703
	Iteration 8F: 3 clusters Score -9196402 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
Score: -9201239.000000 Penalty: 5546.845703
	Iteration 9F: 3 clusters Score -9201239 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 67049 members 
Entering Unmasked Estep 
Score: -9205140.000000 Penalty: 5546.845703
	Iteration 10F: 3 clusters Score -9205140 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 69547 members 
Entering Unmasked Estep 
Score: -9207493.000000 Penalty: 5546.845703
	Iteration 11Q: 3 clusters Score -9207493 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -9208600.000000 Penalty: 5546.845703
	Iteration 12Q: 3 clusters Score -9208600 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 71307 members 
Entering Unmasked Estep 
Score: -9209105.000000 Penalty: 5546.845703
	Iteration 13Q: 3 clusters Score -9209105 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -9209316.000000 Penalty: 5546.845703
	Iteration 14Q: 3 clusters Score -9209316 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 71561 members 
Entering Unmasked Estep 
Score: -9209404.000000 Penalty: 5546.845703
	Iteration 15Q: 3 clusters Score -9209404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 71587 members 
Entering Unmasked Estep 
Score: -9209459.000000 Penalty: 5546.845703
	Iteration 16Q: 3 clusters Score -9209459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 71609 members 
Entering Unmasked Estep 
Score: -9209511.000000 Penalty: 5546.845703
	Iteration 17Q: 3 clusters Score -9209511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -9209537.000000 Penalty: 5546.845703
	Iteration 18Q: 3 clusters Score -9209537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 71634 members 
Entering Unmasked Estep 
Score: -9209557.000000 Penalty: 5546.845703
	Iteration 19Q: 3 clusters Score -9209557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 71644 members 
Entering Unmasked Estep 
Score: -9209570.000000 Penalty: 5546.845703
	Iteration 20F: 3 clusters Score -9209570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 71649 members 
Entering Unmasked Estep 
Score: -9209582.000000 Penalty: 5546.845703
	Iteration 21Q: 3 clusters Score -9209582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 71649 members 
Entering Unmasked Estep 
Score: -9209581.000000 Penalty: 5546.845703
	Iteration 22Q: 3 clusters Score -9209581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 71649 members 
Entering Unmasked Estep 
Score: -9209579.000000 Penalty: 5546.845703
	Iteration 23Q: 3 clusters Score -9209579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -9209589.000000 Penalty: 5546.845703
	Iteration 24Q: 3 clusters Score -9209589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -9209588.000000 Penalty: 5546.845703
	Iteration 25Q: 3 clusters Score -9209588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -9209588.000000 Penalty: 5546.845703
	Iteration 26F: 3 clusters Score -9209588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -21110368.000000 Penalty: 2981.154541
	Iteration 0F: 2 clusters Score -2.111037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83085 members 
Mstep: Class 2 contains 83088 members 
Entering Unmasked Estep 
Score: -21000134.000000 Penalty: 5962.309082
	Iteration 0F: 3 clusters Score -2.100013e+07 nChanged 79703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83164 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -21046458.000000 Penalty: 5962.309082
	Iteration 1F: 3 clusters Score -2.104646e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83122 members 
Mstep: Class 2 contains 83051 members 
Entering Unmasked Estep 
Score: -21047554.000000 Penalty: 5962.309082
	Iteration 2Q: 3 clusters Score -2.104755e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83037 members 
Mstep: Class 2 contains 83136 members 
Entering Unmasked Estep 
Score: -21048794.000000 Penalty: 5962.309082
	Iteration 3Q: 3 clusters Score -2.104879e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82907 members 
Mstep: Class 2 contains 83266 members 
Entering Unmasked Estep 
Score: -21050244.000000 Penalty: 5962.309082
	Iteration 4Q: 3 clusters Score -2.105024e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 83621 members 
Entering Unmasked Estep 
Score: -21052126.000000 Penalty: 5962.309082
	Iteration 5Q: 3 clusters Score -2.105213e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81748 members 
Mstep: Class 2 contains 84425 members 
Entering Unmasked Estep 
Score: -21055184.000000 Penalty: 5962.309082
	Iteration 6Q: 3 clusters Score -2.105518e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80611 members 
Mstep: Class 2 contains 85562 members 
Entering Unmasked Estep 
Score: -21060096.000000 Penalty: 5962.309082
	Iteration 7F: 3 clusters Score -2.10601e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78880 members 
Mstep: Class 2 contains 87293 members 
Entering Unmasked Estep 
Score: -21067528.000000 Penalty: 5962.309082
	Iteration 8F: 3 clusters Score -2.106753e+07 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76949 members 
Mstep: Class 2 contains 89224 members 
Entering Unmasked Estep 
Score: -21075784.000000 Penalty: 5962.309082
	Iteration 9F: 3 clusters Score -2.107578e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75269 members 
Mstep: Class 2 contains 90904 members 
Entering Unmasked Estep 
Score: -21081910.000000 Penalty: 5962.309082
	Iteration 10F: 3 clusters Score -2.108191e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74135 members 
Mstep: Class 2 contains 92038 members 
Entering Unmasked Estep 
Score: -21085058.000000 Penalty: 5962.309082
	Iteration 11Q: 3 clusters Score -2.108506e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73035 members 
Mstep: Class 2 contains 93138 members 
Entering Unmasked Estep 
Score: -21086136.000000 Penalty: 5962.309082
	Iteration 12Q: 3 clusters Score -2.108614e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71788 members 
Mstep: Class 2 contains 94385 members 
Entering Unmasked Estep 
Score: -21086830.000000 Penalty: 5962.309082
	Iteration 13Q: 3 clusters Score -2.108683e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70409 members 
Mstep: Class 2 contains 95764 members 
Entering Unmasked Estep 
Score: -21087318.000000 Penalty: 5962.309082
	Iteration 14Q: 3 clusters Score -2.108732e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68893 members 
Mstep: Class 2 contains 97280 members 
Entering Unmasked Estep 
Score: -21087636.000000 Penalty: 5962.309082
	Iteration 15Q: 3 clusters Score -2.108764e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 98879 members 
Entering Unmasked Estep 
Score: -21088102.000000 Penalty: 5962.309082
	Iteration 16Q: 3 clusters Score -2.10881e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 100582 members 
Entering Unmasked Estep 
Score: -21088444.000000 Penalty: 5962.309082
	Iteration 17Q: 3 clusters Score -2.108844e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63751 members 
Mstep: Class 2 contains 102422 members 
Entering Unmasked Estep 
Score: -21088936.000000 Penalty: 5962.309082
	Iteration 18Q: 3 clusters Score -2.108894e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 104455 members 
Entering Unmasked Estep 
Score: -21089368.000000 Penalty: 5962.309082
	Iteration 19Q: 3 clusters Score -2.108937e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 106683 members 
Entering Unmasked Estep 
Score: -21089942.000000 Penalty: 5962.309082
	Iteration 20F: 3 clusters Score -2.108994e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 108999 members 
Entering Unmasked Estep 
Score: -21090574.000000 Penalty: 5962.309082
	Iteration 21Q: 3 clusters Score -2.109057e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 111319 members 
Entering Unmasked Estep 
Score: -21091296.000000 Penalty: 5962.309082
	Iteration 22Q: 3 clusters Score -2.10913e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 113850 members 
Entering Unmasked Estep 
Score: -21092062.000000 Penalty: 5962.309082
	Iteration 23Q: 3 clusters Score -2.109206e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 116487 members 
Entering Unmasked Estep 
Score: -21092956.000000 Penalty: 5962.309082
	Iteration 24Q: 3 clusters Score -2.109296e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 119222 members 
Entering Unmasked Estep 
Score: -21094196.000000 Penalty: 5962.309082
	Iteration 25Q: 3 clusters Score -2.10942e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 122001 members 
Entering Unmasked Estep 
Score: -21095224.000000 Penalty: 5962.309082
	Iteration 26Q: 3 clusters Score -2.109522e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 124853 members 
Entering Unmasked Estep 
Score: -21096694.000000 Penalty: 5962.309082
	Iteration 27Q: 3 clusters Score -2.109669e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 127716 members 
Entering Unmasked Estep 
Score: -21097944.000000 Penalty: 5962.309082
	Iteration 28Q: 3 clusters Score -2.109794e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 130398 members 
Entering Unmasked Estep 
Score: -21099138.000000 Penalty: 5962.309082
	Iteration 29Q: 3 clusters Score -2.109914e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 132969 members 
Entering Unmasked Estep 
Score: -21100272.000000 Penalty: 5962.309082
	Iteration 30Q: 3 clusters Score -2.110027e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 135358 members 
Entering Unmasked Estep 
Score: -21101194.000000 Penalty: 5962.309082
	Iteration 31Q: 3 clusters Score -2.110119e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 137632 members 
Entering Unmasked Estep 
Score: -21102202.000000 Penalty: 5962.309082
	Iteration 32Q: 3 clusters Score -2.11022e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 139754 members 
Entering Unmasked Estep 
Score: -21103002.000000 Penalty: 5962.309082
	Iteration 33Q: 3 clusters Score -2.1103e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 141732 members 
Entering Unmasked Estep 
Score: -21103804.000000 Penalty: 5962.309082
	Iteration 34Q: 3 clusters Score -2.11038e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 143599 members 
Entering Unmasked Estep 
Score: -21104438.000000 Penalty: 5962.309082
	Iteration 35Q: 3 clusters Score -2.110444e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 145361 members 
Entering Unmasked Estep 
Score: -21104922.000000 Penalty: 5962.309082
	Iteration 36Q: 3 clusters Score -2.110492e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 146985 members 
Entering Unmasked Estep 
Score: -21105424.000000 Penalty: 5962.309082
	Iteration 37Q: 3 clusters Score -2.110542e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 148463 members 
Entering Unmasked Estep 
Score: -21105928.000000 Penalty: 5962.309082
	Iteration 38Q: 3 clusters Score -2.110593e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 149833 members 
Entering Unmasked Estep 
Score: -21106368.000000 Penalty: 5962.309082
	Iteration 39Q: 3 clusters Score -2.110637e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 151031 members 
Entering Unmasked Estep 
Score: -21106890.000000 Penalty: 5962.309082
	Iteration 40F: 3 clusters Score -2.110689e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 152256 members 
Entering Unmasked Estep 
Score: -21107296.000000 Penalty: 5962.309082
	Iteration 41Q: 3 clusters Score -2.11073e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 153345 members 
Entering Unmasked Estep 
Score: -21107490.000000 Penalty: 5962.309082
	Iteration 42Q: 3 clusters Score -2.110749e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 154380 members 
Entering Unmasked Estep 
Score: -21107760.000000 Penalty: 5962.309082
	Iteration 43Q: 3 clusters Score -2.110776e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 155395 members 
Entering Unmasked Estep 
Score: -21107890.000000 Penalty: 5962.309082
	Iteration 44Q: 3 clusters Score -2.110789e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 156341 members 
Entering Unmasked Estep 
Score: -21108118.000000 Penalty: 5962.309082
	Iteration 45Q: 3 clusters Score -2.110812e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 157245 members 
Entering Unmasked Estep 
Score: -21108372.000000 Penalty: 5962.309082
	Iteration 46Q: 3 clusters Score -2.110837e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 158024 members 
Entering Unmasked Estep 
Score: -21108610.000000 Penalty: 5962.309082
	Iteration 47Q: 3 clusters Score -2.110861e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 158655 members 
Entering Unmasked Estep 
Score: -21108634.000000 Penalty: 5962.309082
	Iteration 48Q: 3 clusters Score -2.110863e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 159203 members 
Entering Unmasked Estep 
Score: -21108712.000000 Penalty: 5962.309082
	Iteration 49Q: 3 clusters Score -2.110871e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 159690 members 
Entering Unmasked Estep 
Score: -21108756.000000 Penalty: 5962.309082
	Iteration 50Q: 3 clusters Score -2.110876e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 160120 members 
Entering Unmasked Estep 
Score: -21108830.000000 Penalty: 5962.309082
	Iteration 51Q: 3 clusters Score -2.110883e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 160510 members 
Entering Unmasked Estep 
Score: -21108844.000000 Penalty: 5962.309082
	Iteration 52Q: 3 clusters Score -2.110884e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 160842 members 
Entering Unmasked Estep 
Score: -21108938.000000 Penalty: 5962.309082
	Iteration 53Q: 3 clusters Score -2.110894e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 161121 members 
Entering Unmasked Estep 
Score: -21108980.000000 Penalty: 5962.309082
	Iteration 54Q: 3 clusters Score -2.110898e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 161373 members 
Entering Unmasked Estep 
Score: -21109032.000000 Penalty: 5962.309082
	Iteration 55Q: 3 clusters Score -2.110903e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 161609 members 
Entering Unmasked Estep 
Score: -21109042.000000 Penalty: 5962.309082
	Iteration 56Q: 3 clusters Score -2.110904e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 161806 members 
Entering Unmasked Estep 
Score: -21109080.000000 Penalty: 5962.309082
	Iteration 57Q: 3 clusters Score -2.110908e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 161975 members 
Entering Unmasked Estep 
Score: -21109078.000000 Penalty: 5962.309082
	Iteration 58Q: 3 clusters Score -2.110908e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 162132 members 
Entering Unmasked Estep 
Score: -21109064.000000 Penalty: 5962.309082
	Iteration 59Q: 3 clusters Score -2.110906e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 162262 members 
Entering Unmasked Estep 
Score: -21109066.000000 Penalty: 5962.309082
	Iteration 60F: 3 clusters Score -2.110907e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 162369 members 
Entering Unmasked Estep 
Score: -21109108.000000 Penalty: 5962.309082
	Iteration 61Q: 3 clusters Score -2.110911e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 162465 members 
Entering Unmasked Estep 
Score: -21109122.000000 Penalty: 5962.309082
	Iteration 62Q: 3 clusters Score -2.110912e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 162575 members 
Entering Unmasked Estep 
Score: -21109126.000000 Penalty: 5962.309082
	Iteration 63Q: 3 clusters Score -2.110913e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 162669 members 
Entering Unmasked Estep 
Score: -21109118.000000 Penalty: 5962.309082
	Iteration 64Q: 3 clusters Score -2.110912e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 162749 members 
Entering Unmasked Estep 
Score: -21109108.000000 Penalty: 5962.309082
	Iteration 65Q: 3 clusters Score -2.110911e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 162806 members 
Entering Unmasked Estep 
Score: -21109082.000000 Penalty: 5962.309082
	Iteration 66Q: 3 clusters Score -2.110908e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 162853 members 
Entering Unmasked Estep 
Score: -21109108.000000 Penalty: 5962.309082
	Iteration 67Q: 3 clusters Score -2.110911e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 162893 members 
Entering Unmasked Estep 
Score: -21109090.000000 Penalty: 5962.309082
	Iteration 68Q: 3 clusters Score -2.110909e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 162932 members 
Entering Unmasked Estep 
Score: -21109090.000000 Penalty: 5962.309082
	Iteration 69Q: 3 clusters Score -2.110909e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 162968 members 
Entering Unmasked Estep 
Score: -21109102.000000 Penalty: 5962.309082
	Iteration 70Q: 3 clusters Score -2.11091e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 162992 members 
Entering Unmasked Estep 
Score: -21109068.000000 Penalty: 5962.309082
	Iteration 71Q: 3 clusters Score -2.110907e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 163012 members 
Entering Unmasked Estep 
Score: -21109054.000000 Penalty: 5962.309082
	Iteration 72Q: 3 clusters Score -2.110905e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 163033 members 
Entering Unmasked Estep 
Score: -21109052.000000 Penalty: 5962.309082
	Iteration 73Q: 3 clusters Score -2.110905e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 163057 members 
Entering Unmasked Estep 
Score: -21109060.000000 Penalty: 5962.309082
	Iteration 74Q: 3 clusters Score -2.110906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 163077 members 
Entering Unmasked Estep 
Score: -21109058.000000 Penalty: 5962.309082
	Iteration 75Q: 3 clusters Score -2.110906e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 163093 members 
Entering Unmasked Estep 
Score: -21109064.000000 Penalty: 5962.309082
	Iteration 76Q: 3 clusters Score -2.110906e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 163109 members 
Entering Unmasked Estep 
Score: -21109062.000000 Penalty: 5962.309082
	Iteration 77Q: 3 clusters Score -2.110906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 163121 members 
Entering Unmasked Estep 
Score: -21109064.000000 Penalty: 5962.309082
	Iteration 78Q: 3 clusters Score -2.110906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 163131 members 
Entering Unmasked Estep 
Score: -21109066.000000 Penalty: 5962.309082
	Iteration 79Q: 3 clusters Score -2.110907e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 163138 members 
Entering Unmasked Estep 
Score: -21109068.000000 Penalty: 5962.309082
	Iteration 80F: 3 clusters Score -2.110907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 163150 members 
Entering Unmasked Estep 
Score: -21109050.000000 Penalty: 5962.309082
	Iteration 81Q: 3 clusters Score -2.110905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 163161 members 
Entering Unmasked Estep 
Score: -21109052.000000 Penalty: 5962.309082
	Iteration 82Q: 3 clusters Score -2.110905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 163169 members 
Entering Unmasked Estep 
Score: -21109060.000000 Penalty: 5962.309082
	Iteration 83Q: 3 clusters Score -2.110906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 163170 members 
Entering Unmasked Estep 
Score: -21109054.000000 Penalty: 5962.309082
	Iteration 84Q: 3 clusters Score -2.110905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 163171 members 
Entering Unmasked Estep 
Score: -21109064.000000 Penalty: 5962.309082
	Iteration 85Q: 3 clusters Score -2.110906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 163172 members 
Entering Unmasked Estep 
Score: -21109056.000000 Penalty: 5962.309082
	Iteration 86Q: 3 clusters Score -2.110906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 163174 members 
Entering Unmasked Estep 
Score: -21109052.000000 Penalty: 5962.309082
	Iteration 87Q: 3 clusters Score -2.110905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 163177 members 
Entering Unmasked Estep 
Score: -21109054.000000 Penalty: 5962.309082
	Iteration 88Q: 3 clusters Score -2.110905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 163181 members 
Entering Unmasked Estep 
Score: -21109064.000000 Penalty: 5962.309082
	Iteration 89Q: 3 clusters Score -2.110906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 163183 members 
Entering Unmasked Estep 
Score: -21109064.000000 Penalty: 5962.309082
	Iteration 90Q: 3 clusters Score -2.110906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 163184 members 
Entering Unmasked Estep 
Score: -21109068.000000 Penalty: 5962.309082
	Iteration 91Q: 3 clusters Score -2.110907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 163186 members 
Entering Unmasked Estep 
Score: -21109066.000000 Penalty: 5962.309082
	Iteration 92Q: 3 clusters Score -2.110907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 163187 members 
Entering Unmasked Estep 
Score: -21109066.000000 Penalty: 5962.309082
	Iteration 93Q: 3 clusters Score -2.110907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 163187 members 
Entering Unmasked Estep 
Score: -21109066.000000 Penalty: 5962.309082
	Iteration 94F: 3 clusters Score -2.110907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46313 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175862 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158472 members 
Mstep: Class 10 contains 144284 members 
Mstep: Class 11 contains 11908 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151559 members 
Mstep: Class 15 contains 81620 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 150020 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41353 members 
Mstep: Class 20 contains 71909 members 
Mstep: Class 22 contains 166173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344160.000000 Penalty: 73281.218750
Iteration 359Q: 22 clusters Score -1.613442e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72896 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46314 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175876 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158470 members 
Mstep: Class 10 contains 144261 members 
Mstep: Class 11 contains 11909 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151531 members 
Mstep: Class 15 contains 81612 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 150019 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41350 members 
Mstep: Class 20 contains 71903 members 
Mstep: Class 22 contains 166208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344096.000000 Penalty: 73281.218750
Iteration 360F: 22 clusters Score -1.613441e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46317 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175879 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158473 members 
Mstep: Class 10 contains 144236 members 
Mstep: Class 11 contains 11908 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151511 members 
Mstep: Class 15 contains 81604 members 
Mstep: Class 16 contains 9713 members 
Mstep: Class 17 contains 150019 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41351 members 
Mstep: Class 20 contains 71908 members 
Mstep: Class 22 contains 166231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344000.000000 Penalty: 73281.218750
Iteration 361Q: 22 clusters Score -1.61344e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72922 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46318 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 175902 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158464 members 
Mstep: Class 10 contains 144203 members 
Mstep: Class 11 contains 11911 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151502 members 
Mstep: Class 15 contains 81595 members 
Mstep: Class 16 contains 9713 members 
Mstep: Class 17 contains 150009 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41347 members 
Mstep: Class 20 contains 71903 members 
Mstep: Class 22 contains 166272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343984.000000 Penalty: 73281.218750
Iteration 362Q: 22 clusters Score -1.61344e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46318 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 175929 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158442 members 
Mstep: Class 10 contains 144183 members 
Mstep: Class 11 contains 11910 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151472 members 
Mstep: Class 15 contains 81590 members 
Mstep: Class 16 contains 9713 members 
Mstep: Class 17 contains 150009 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41343 members 
Mstep: Class 20 contains 71904 members 
Mstep: Class 22 contains 166305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344144.000000 Penalty: 73281.218750
Iteration 363Q: 22 clusters Score -1.613441e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46319 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 175960 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158423 members 
Mstep: Class 10 contains 144150 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151464 members 
Mstep: Class 15 contains 81580 members 
Mstep: Class 16 contains 9713 members 
Mstep: Class 17 contains 150007 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41338 members 
Mstep: Class 20 contains 71903 members 
Mstep: Class 22 contains 166331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344208.000000 Penalty: 73281.218750
Iteration 364Q: 22 clusters Score -1.613442e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72973 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46319 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 176004 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158398 members 
Mstep: Class 10 contains 144125 members 
Mstep: Class 11 contains 11916 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151456 members 
Mstep: Class 15 contains 81573 members 
Mstep: Class 16 contains 9713 members 
Mstep: Class 17 contains 150006 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41335 members 
Mstep: Class 20 contains 71897 members 
Mstep: Class 22 contains 166344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344096.000000 Penalty: 73281.218750
Iteration 365Q: 22 clusters Score -1.613441e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46320 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 176032 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158383 members 
Mstep: Class 10 contains 144112 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151429 members 
Mstep: Class 15 contains 81573 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 149996 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41329 members 
Mstep: Class 20 contains 71888 members 
Mstep: Class 22 contains 166380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343920.000000 Penalty: 73281.218750
Iteration 366Q: 22 clusters Score -1.613439e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46321 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 176037 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158368 members 
Mstep: Class 10 contains 144097 members 
Mstep: Class 11 contains 11921 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151402 members 
Mstep: Class 15 contains 81573 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 149988 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41325 members 
Mstep: Class 20 contains 71879 members 
Mstep: Class 22 contains 166434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344096.000000 Penalty: 73281.218750
Iteration 367Q: 22 clusters Score -1.613441e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46321 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 176060 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158362 members 
Mstep: Class 10 contains 144069 members 
Mstep: Class 11 contains 11923 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151370 members 
Mstep: Class 15 contains 81569 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 149985 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41318 members 
Mstep: Class 20 contains 71882 members 
Mstep: Class 22 contains 166474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344176.000000 Penalty: 73281.218750
Iteration 368Q: 22 clusters Score -1.613442e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73035 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46323 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 176052 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158363 members 
Mstep: Class 10 contains 144041 members 
Mstep: Class 11 contains 11921 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151357 members 
Mstep: Class 15 contains 81572 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 149989 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41311 members 
Mstep: Class 20 contains 71872 members 
Mstep: Class 22 contains 166509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344144.000000 Penalty: 73281.218750
Iteration 369Q: 22 clusters Score -1.613441e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46325 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 176034 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158385 members 
Mstep: Class 10 contains 144036 members 
Mstep: Class 11 contains 11922 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151352 members 
Mstep: Class 15 contains 81569 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 149978 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41303 members 
Mstep: Class 20 contains 71869 members 
Mstep: Class 22 contains 166523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344160.000000 Penalty: 73281.218750
Iteration 370Q: 22 clusters Score -1.613442e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73055 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46328 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 176033 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158408 members 
Mstep: Class 10 contains 144021 members 
Mstep: Class 11 contains 11924 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151351 members 
Mstep: Class 15 contains 81557 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 149975 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41297 members 
Mstep: Class 20 contains 71861 members 
Mstep: Class 22 contains 166534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344112.000000 Penalty: 73281.218750
Iteration 371Q: 22 clusters Score -1.613441e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46329 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 176058 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158396 members 
Mstep: Class 10 contains 143997 members 
Mstep: Class 11 contains 11925 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151345 members 
Mstep: Class 15 contains 81556 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 149970 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41291 members 
Mstep: Class 20 contains 71854 members 
Mstep: Class 22 contains 166563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344112.000000 Penalty: 73281.218750
Iteration 372Q: 22 clusters Score -1.613441e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46330 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 176082 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158400 members 
Mstep: Class 10 contains 143987 members 
Mstep: Class 11 contains 11922 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151341 members 
Mstep: Class 15 contains 81555 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 149961 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41291 members 
Mstep: Class 20 contains 71853 members 
Mstep: Class 22 contains 166560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344352.000000 Penalty: 73281.218750
Iteration 373Q: 22 clusters Score -1.613444e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73066 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46332 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 176113 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158408 members 
Mstep: Class 10 contains 143965 members 
Mstep: Class 11 contains 11922 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151327 members 
Mstep: Class 15 contains 81547 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 149956 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41285 members 
Mstep: Class 20 contains 71855 members 
Mstep: Class 22 contains 166568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344400.000000 Penalty: 73281.218750
Iteration 374Q: 22 clusters Score -1.613444e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73063 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46334 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 176162 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158411 members 
Mstep: Class 10 contains 143949 members 
Mstep: Class 11 contains 11923 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151326 members 
Mstep: Class 15 contains 81537 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 149938 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41276 members 
Mstep: Class 20 contains 71863 members 
Mstep: Class 22 contains 166562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344256.000000 Penalty: 73281.218750
Iteration 375Q: 22 clusters Score -1.613443e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73069 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46333 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 176191 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158410 members 
Mstep: Class 10 contains 143929 members 
Mstep: Class 11 contains 11924 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151315 members 
Mstep: Class 15 contains 81534 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 149938 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41275 members 
Mstep: Class 20 contains 71870 members 
Mstep: Class 22 contains 166555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344224.000000 Penalty: 73281.218750
Iteration 376Q: 22 clusters Score -1.613442e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73069 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46334 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 176218 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158419 members 
Mstep: Class 10 contains 143920 members 
Mstep: Class 11 contains 11925 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151294 members 
Mstep: Class 15 contains 81540 members 
Mstep: Class 16 contains 9715 members 
Mstep: Class 17 contains 149938 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41272 members 
Mstep: Class 20 contains 71875 members 
Mstep: Class 22 contains 166538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344224.000000 Penalty: 73281.218750
Iteration 377Q: 22 clusters Score -1.613442e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73064 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46335 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 6 contains 176237 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158423 members 
Mstep: Class 10 contains 143924 members 
Mstep: Class 11 contains 11926 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151280 members 
Mstep: Class 15 contains 81548 members 
Mstep: Class 16 contains 9716 members 
Mstep: Class 17 contains 149940 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41262 members 
Mstep: Class 20 contains 71881 members 
Mstep: Class 22 contains 166520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344256.000000 Penalty: 73281.218750
Iteration 378Q: 22 clusters Score -1.613443e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73069 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46336 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1061 members 
Mstep: Class 6 contains 176243 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158433 members 
Mstep: Class 10 contains 143916 members 
Mstep: Class 11 contains 11930 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151263 members 
Mstep: Class 15 contains 81549 members 
Mstep: Class 16 contains 9718 members 
Mstep: Class 17 contains 149940 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41261 members 
Mstep: Class 20 contains 71883 members 
Mstep: Class 22 contains 166514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344304.000000 Penalty: 73281.218750
Iteration 379Q: 22 clusters Score -1.613443e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73066 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46337 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 176231 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158456 members 
Mstep: Class 10 contains 143920 members 
Mstep: Class 11 contains 11928 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151253 members 
Mstep: Class 15 contains 81552 members 
Mstep: Class 16 contains 9718 members 
Mstep: Class 17 contains 149932 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41264 members 
Mstep: Class 20 contains 71881 members 
Mstep: Class 22 contains 166516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344336.000000 Penalty: 73281.218750
Iteration 380F: 22 clusters Score -1.613443e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73067 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46337 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 176206 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158476 members 
Mstep: Class 10 contains 143922 members 
Mstep: Class 11 contains 11929 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151243 members 
Mstep: Class 15 contains 81557 members 
Mstep: Class 16 contains 9718 members 
Mstep: Class 17 contains 149925 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41259 members 
Mstep: Class 20 contains 71877 members 
Mstep: Class 22 contains 166538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344528.000000 Penalty: 73281.218750
Iteration 381Q: 22 clusters Score -1.613445e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46340 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 176198 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158477 members 
Mstep: Class 10 contains 143915 members 
Mstep: Class 11 contains 11929 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151236 members 
Mstep: Class 15 contains 81562 members 
Mstep: Class 16 contains 9719 members 
Mstep: Class 17 contains 149922 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41252 members 
Mstep: Class 20 contains 71881 members 
Mstep: Class 22 contains 166560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344512.000000 Penalty: 73281.218750
Iteration 382Q: 22 clusters Score -1.613445e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73064 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46340 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 176191 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158490 members 
Mstep: Class 10 contains 143910 members 
Mstep: Class 11 contains 11928 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151233 members 
Mstep: Class 15 contains 81560 members 
Mstep: Class 16 contains 9719 members 
Mstep: Class 17 contains 149923 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41253 members 
Mstep: Class 20 contains 71881 members 
Mstep: Class 22 contains 166561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344368.000000 Penalty: 73281.218750
Iteration 383Q: 22 clusters Score -1.613444e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73068 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46342 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 176154 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158517 members 
Mstep: Class 10 contains 143907 members 
Mstep: Class 11 contains 11927 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151236 members 
Mstep: Class 15 contains 81564 members 
Mstep: Class 16 contains 9719 members 
Mstep: Class 17 contains 149926 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41252 members 
Mstep: Class 20 contains 71883 members 
Mstep: Class 22 contains 166559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344400.000000 Penalty: 73281.218750
Iteration 384Q: 22 clusters Score -1.613444e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46343 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1061 members 
Mstep: Class 6 contains 176141 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158520 members 
Mstep: Class 10 contains 143894 members 
Mstep: Class 11 contains 11926 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151235 members 
Mstep: Class 15 contains 81570 members 
Mstep: Class 16 contains 9719 members 
Mstep: Class 17 contains 149923 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41248 members 
Mstep: Class 20 contains 71887 members 
Mstep: Class 22 contains 166573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344336.000000 Penalty: 73281.218750
Iteration 385Q: 22 clusters Score -1.613443e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73074 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46344 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1061 members 
Mstep: Class 6 contains 176144 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158529 members 
Mstep: Class 10 contains 143880 members 
Mstep: Class 11 contains 11926 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151232 members 
Mstep: Class 15 contains 81566 members 
Mstep: Class 16 contains 9719 members 
Mstep: Class 17 contains 149924 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41246 members 
Mstep: Class 20 contains 71885 members 
Mstep: Class 22 contains 166586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344448.000000 Penalty: 73281.218750
Iteration 386Q: 22 clusters Score -1.613444e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73073 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46345 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 176130 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158534 members 
Mstep: Class 10 contains 143860 members 
Mstep: Class 11 contains 11927 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151253 members 
Mstep: Class 15 contains 81567 members 
Mstep: Class 16 contains 9719 members 
Mstep: Class 17 contains 149914 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41246 members 
Mstep: Class 20 contains 71882 members 
Mstep: Class 22 contains 166604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344480.000000 Penalty: 73281.218750
Iteration 387Q: 22 clusters Score -1.613445e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46348 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 176121 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158550 members 
Mstep: Class 10 contains 143843 members 
Mstep: Class 11 contains 11930 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151261 members 
Mstep: Class 15 contains 81555 members 
Mstep: Class 16 contains 9720 members 
Mstep: Class 17 contains 149897 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41239 members 
Mstep: Class 20 contains 71884 members 
Mstep: Class 22 contains 166627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344672.000000 Penalty: 73281.218750
Iteration 388Q: 22 clusters Score -1.613447e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46351 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 176083 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158591 members 
Mstep: Class 10 contains 143815 members 
Mstep: Class 11 contains 11933 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151269 members 
Mstep: Class 15 contains 81547 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149890 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41235 members 
Mstep: Class 20 contains 71887 members 
Mstep: Class 22 contains 166652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344640.000000 Penalty: 73281.218750
Iteration 389Q: 22 clusters Score -1.613446e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46353 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 176042 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158631 members 
Mstep: Class 10 contains 143799 members 
Mstep: Class 11 contains 11933 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151263 members 
Mstep: Class 15 contains 81541 members 
Mstep: Class 16 contains 9722 members 
Mstep: Class 17 contains 149883 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41230 members 
Mstep: Class 20 contains 71898 members 
Mstep: Class 22 contains 166677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344512.000000 Penalty: 73281.218750
Iteration 390Q: 22 clusters Score -1.613445e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46356 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 176029 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158659 members 
Mstep: Class 10 contains 143776 members 
Mstep: Class 11 contains 11931 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151246 members 
Mstep: Class 15 contains 81536 members 
Mstep: Class 16 contains 9722 members 
Mstep: Class 17 contains 149891 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41228 members 
Mstep: Class 20 contains 71900 members 
Mstep: Class 22 contains 166699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344416.000000 Penalty: 73281.218750
Iteration 391Q: 22 clusters Score -1.613444e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73084 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46357 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 176014 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158689 members 
Mstep: Class 10 contains 143755 members 
Mstep: Class 11 contains 11928 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151225 members 
Mstep: Class 15 contains 81536 members 
Mstep: Class 16 contains 9722 members 
Mstep: Class 17 contains 149889 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41221 members 
Mstep: Class 20 contains 71904 members 
Mstep: Class 22 contains 166730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344496.000000 Penalty: 73281.218750
Iteration 392Q: 22 clusters Score -1.613445e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46362 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 176014 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158701 members 
Mstep: Class 10 contains 143729 members 
Mstep: Class 11 contains 11930 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151198 members 
Mstep: Class 15 contains 81538 members 
Mstep: Class 16 contains 9722 members 
Mstep: Class 17 contains 149890 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41215 members 
Mstep: Class 20 contains 71899 members 
Mstep: Class 22 contains 166775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344544.000000 Penalty: 73281.218750
Iteration 393Q: 22 clusters Score -1.613445e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73086 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46364 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 176014 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158715 members 
Mstep: Class 10 contains 143712 members 
Mstep: Class 11 contains 11931 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151189 members 
Mstep: Class 15 contains 81537 members 
Mstep: Class 16 contains 9722 members 
Mstep: Class 17 contains 149891 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41209 members 
Mstep: Class 20 contains 71896 members 
Mstep: Class 22 contains 166788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344464.000000 Penalty: 73281.218750
Iteration 394Q: 22 clusters Score -1.613445e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46367 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 176004 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158735 members 
Mstep: Class 10 contains 143678 members 
Mstep: Class 11 contains 11932 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151176 members 
Mstep: Class 15 contains 81537 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149893 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41212 members 
Mstep: Class 20 contains 71887 members 
Mstep: Class 22 contains 166829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344704.000000 Penalty: 73281.218750
Iteration 395Q: 22 clusters Score -1.613447e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73087 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46369 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175986 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158766 members 
Mstep: Class 10 contains 143648 members 
Mstep: Class 11 contains 11931 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151160 members 
Mstep: Class 15 contains 81536 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149895 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41213 members 
Mstep: Class 20 contains 71887 members 
Mstep: Class 22 contains 166857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344608.000000 Penalty: 73281.218750
Iteration 396Q: 22 clusters Score -1.613446e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46369 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175979 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158786 members 
Mstep: Class 10 contains 143626 members 
Mstep: Class 11 contains 11930 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151137 members 
Mstep: Class 15 contains 81533 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149901 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41206 members 
Mstep: Class 20 contains 71885 members 
Mstep: Class 22 contains 166894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344576.000000 Penalty: 73281.218750
Iteration 397Q: 22 clusters Score -1.613446e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73103 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46371 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175968 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158791 members 
Mstep: Class 10 contains 143606 members 
Mstep: Class 11 contains 11932 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151107 members 
Mstep: Class 15 contains 81536 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149904 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41199 members 
Mstep: Class 20 contains 71887 members 
Mstep: Class 22 contains 166933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344784.000000 Penalty: 73281.218750
Iteration 398Q: 22 clusters Score -1.613448e+08 nChanged 370
Entering ConstructFrom: 
Score: -161344784.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (73117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Entering Unmasked Estep 
Score: -9400270.000000 Penalty: 2777.554199
	Iteration 0F: 2 clusters Score -9400270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -9351121.000000 Penalty: 5555.108398
	Iteration 0F: 3 clusters Score -9351121 nChanged 34291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -9370465.000000 Penalty: 5555.108398
	Iteration 1F: 3 clusters Score -9370465 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -9371094.000000 Penalty: 5555.108398
	Iteration 2Q: 3 clusters Score -9371094 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -9371707.000000 Penalty: 5555.108398
	Iteration 3Q: 3 clusters Score -9371707 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -9372423.000000 Penalty: 5555.108398
	Iteration 4Q: 3 clusters Score -9372423 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -9373250.000000 Penalty: 5555.108398
	Iteration 5Q: 3 clusters Score -9373250 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -9374133.000000 Penalty: 5555.108398
	Iteration 6Q: 3 clusters Score -9374133 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -9375298.000000 Penalty: 5555.108398
	Iteration 7Q: 3 clusters Score -9375298 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -9376749.000000 Penalty: 5555.108398
	Iteration 8Q: 3 clusters Score -9376749 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -9378869.000000 Penalty: 5555.108398
	Iteration 9Q: 3 clusters Score -9378869 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -9381779.000000 Penalty: 5555.108398
	Iteration 10F: 3 clusters Score -9381779 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -9385012.000000 Penalty: 5555.108398
	Iteration 11F: 3 clusters Score -9385012 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -9387659.000000 Penalty: 5555.108398
	Iteration 12Q: 3 clusters Score -9387659 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -9389600.000000 Penalty: 5555.108398
	Iteration 13Q: 3 clusters Score -9389600 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -9390841.000000 Penalty: 5555.108398
	Iteration 14Q: 3 clusters Score -9390841 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -9391746.000000 Penalty: 5555.108398
	Iteration 15Q: 3 clusters Score -9391746 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -9392480.000000 Penalty: 5555.108398
	Iteration 16Q: 3 clusters Score -9392480 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
Score: -9393133.000000 Penalty: 5555.108398
	Iteration 17Q: 3 clusters Score -9393133 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 66220 members 
Entering Unmasked Estep 
Score: -9393783.000000 Penalty: 5555.108398
	Iteration 18Q: 3 clusters Score -9393783 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -9394402.000000 Penalty: 5555.108398
	Iteration 19Q: 3 clusters Score -9394402 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -9395020.000000 Penalty: 5555.108398
	Iteration 20F: 3 clusters Score -9395020 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -9395593.000000 Penalty: 5555.108398
	Iteration 21Q: 3 clusters Score -9395593 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -9396077.000000 Penalty: 5555.108398
	Iteration 22Q: 3 clusters Score -9396077 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 70613 members 
Entering Unmasked Estep 
Score: -9396545.000000 Penalty: 5555.108398
	Iteration 23Q: 3 clusters Score -9396545 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -9396878.000000 Penalty: 5555.108398
	Iteration 24Q: 3 clusters Score -9396878 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 71519 members 
Entering Unmasked Estep 
Score: -9397170.000000 Penalty: 5555.108398
	Iteration 25Q: 3 clusters Score -9397170 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 71810 members 
Entering Unmasked Estep 
Score: -9397347.000000 Penalty: 5555.108398
	Iteration 26Q: 3 clusters Score -9397347 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -9397447.000000 Penalty: 5555.108398
	Iteration 27Q: 3 clusters Score -9397447 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 72135 members 
Entering Unmasked Estep 
Score: -9397531.000000 Penalty: 5555.108398
	Iteration 28Q: 3 clusters Score -9397531 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 72222 members 
Entering Unmasked Estep 
Score: -9397589.000000 Penalty: 5555.108398
	Iteration 29Q: 3 clusters Score -9397589 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 72282 members 
Entering Unmasked Estep 
Score: -9397643.000000 Penalty: 5555.108398
	Iteration 30Q: 3 clusters Score -9397643 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 72328 members 
Entering Unmasked Estep 
Score: -9397680.000000 Penalty: 5555.108398
	Iteration 31Q: 3 clusters Score -9397680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 72364 members 
Entering Unmasked Estep 
Score: -9397707.000000 Penalty: 5555.108398
	Iteration 32Q: 3 clusters Score -9397707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 72394 members 
Entering Unmasked Estep 
Score: -9397738.000000 Penalty: 5555.108398
	Iteration 33Q: 3 clusters Score -9397738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 72419 members 
Entering Unmasked Estep 
Score: -9397756.000000 Penalty: 5555.108398
	Iteration 34Q: 3 clusters Score -9397756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -9397784.000000 Penalty: 5555.108398
	Iteration 35Q: 3 clusters Score -9397784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -9397790.000000 Penalty: 5555.108398
	Iteration 36Q: 3 clusters Score -9397790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 72475 members 
Entering Unmasked Estep 
Score: -9397805.000000 Penalty: 5555.108398
	Iteration 37Q: 3 clusters Score -9397805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 72491 members 
Entering Unmasked Estep 
Score: -9397826.000000 Penalty: 5555.108398
	Iteration 38Q: 3 clusters Score -9397826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
Score: -9397845.000000 Penalty: 5555.108398
	Iteration 39Q: 3 clusters Score -9397845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 72519 members 
Entering Unmasked Estep 
Score: -9397856.000000 Penalty: 5555.108398
	Iteration 40F: 3 clusters Score -9397856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -9397853.000000 Penalty: 5555.108398
	Iteration 41Q: 3 clusters Score -9397853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 72525 members 
Entering Unmasked Estep 
Score: -9397862.000000 Penalty: 5555.108398
	Iteration 42Q: 3 clusters Score -9397862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -9397856.000000 Penalty: 5555.108398
	Iteration 43Q: 3 clusters Score -9397856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -9397863.000000 Penalty: 5555.108398
	Iteration 44Q: 3 clusters Score -9397863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 72535 members 
Entering Unmasked Estep 
Score: -9397862.000000 Penalty: 5555.108398
	Iteration 45Q: 3 clusters Score -9397862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
Score: -9397863.000000 Penalty: 5555.108398
	Iteration 46Q: 3 clusters Score -9397863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -9397868.000000 Penalty: 5555.108398
	Iteration 47Q: 3 clusters Score -9397868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -9397868.000000 Penalty: 5555.108398
	Iteration 48F: 3 clusters Score -9397868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -87910.507812 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -87910.51 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 434 members 
Entering Unmasked Estep 
Score: -86106.656250 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -86106.66 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86503.500000 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -86503.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86823.046875 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -86823.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86976.070312 Penalty: 3331.430908
	Iteration 3F: 3 clusters Score -86976.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -87068.539062 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -87068.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -87155.835938 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -87155.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -87217.929688 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -87217.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87282.523438 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -87282.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -87329.414062 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -87329.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -87390.554688 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -87390.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -87461.000000 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -87461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87503.812500 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -87503.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -87510.734375 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -87510.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87511.992188 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -87511.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -87515.164062 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -87515.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87520.523438 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -87520.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87531.367188 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -87531.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -87538.546875 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -87538.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87542.421875 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -87542.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87548.992188 Penalty: 3331.430908
	Iteration 19Q: 3 clusters Score -87548.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -87551.320312 Penalty: 3331.430908
	Iteration 20F: 3 clusters Score -87551.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87556.968750 Penalty: 3331.430908
	Iteration 21Q: 3 clusters Score -87556.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87561.218750 Penalty: 3331.430908
	Iteration 22Q: 3 clusters Score -87561.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87562.640625 Penalty: 3331.430908
	Iteration 23Q: 3 clusters Score -87562.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87562.640625 Penalty: 3331.430908
	Iteration 24F: 3 clusters Score -87562.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Entering Unmasked Estep 
Score: -5896668.000000 Penalty: 2664.634521
	Iteration 0F: 2 clusters Score -5896668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -5865387.500000 Penalty: 5329.269043
	Iteration 0F: 3 clusters Score -5865388 nChanged 21301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -5877035.000000 Penalty: 5329.269043
	Iteration 1F: 3 clusters Score -5877035 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -5877544.500000 Penalty: 5329.269043
	Iteration 2Q: 3 clusters Score -5877544 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -5877947.500000 Penalty: 5329.269043
	Iteration 3Q: 3 clusters Score -5877948 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -5878487.500000 Penalty: 5329.269043
	Iteration 4Q: 3 clusters Score -5878488 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -5879222.000000 Penalty: 5329.269043
	Iteration 5Q: 3 clusters Score -5879222 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -5880234.500000 Penalty: 5329.269043
	Iteration 6Q: 3 clusters Score -5880234 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -5881647.000000 Penalty: 5329.269043
	Iteration 7F: 3 clusters Score -5881647 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -5883378.500000 Penalty: 5329.269043
	Iteration 8F: 3 clusters Score -5883378 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -5885384.500000 Penalty: 5329.269043
	Iteration 9F: 3 clusters Score -5885384 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -5887654.500000 Penalty: 5329.269043
	Iteration 10F: 3 clusters Score -5887654 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -5889725.500000 Penalty: 5329.269043
	Iteration 11F: 3 clusters Score -5889726 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -5891239.000000 Penalty: 5329.269043
	Iteration 12Q: 3 clusters Score -5891239 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -5892136.500000 Penalty: 5329.269043
	Iteration 13Q: 3 clusters Score -5892136 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -5892778.500000 Penalty: 5329.269043
	Iteration 14Q: 3 clusters Score -5892778 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -5893220.000000 Penalty: 5329.269043
	Iteration 15Q: 3 clusters Score -5893220 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -5893581.000000 Penalty: 5329.269043
	Iteration 16Q: 3 clusters Score -5893581 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -5893869.000000 Penalty: 5329.269043
	Iteration 17Q: 3 clusters Score -5893869 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -5894157.000000 Penalty: 5329.269043
	Iteration 18Q: 3 clusters Score -5894157 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -5894416.000000 Penalty: 5329.269043
	Iteration 19Q: 3 clusters Score -5894416 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -5894596.500000 Penalty: 5329.269043
	Iteration 20F: 3 clusters Score -5894596 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -5894736.000000 Penalty: 5329.269043
	Iteration 21Q: 3 clusters Score -5894736 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -5894854.000000 Penalty: 5329.269043
	Iteration 22Q: 3 clusters Score -5894854 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -5894919.000000 Penalty: 5329.269043
	Iteration 23Q: 3 clusters Score -5894919 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -5894962.000000 Penalty: 5329.269043
	Iteration 24Q: 3 clusters Score -5894962 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -5895018.500000 Penalty: 5329.269043
	Iteration 25Q: 3 clusters Score -5895018 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -5895044.000000 Penalty: 5329.269043
	Iteration 26Q: 3 clusters Score -5895044 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -5895058.000000 Penalty: 5329.269043
	Iteration 27Q: 3 clusters Score -5895058 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -5895079.500000 Penalty: 5329.269043
	Iteration 28Q: 3 clusters Score -5895080 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -5895096.500000 Penalty: 5329.269043
	Iteration 29Q: 3 clusters Score -5895096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -5895104.000000 Penalty: 5329.269043
	Iteration 30Q: 3 clusters Score -5895104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -5895105.000000 Penalty: 5329.269043
	Iteration 31Q: 3 clusters Score -5895105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -5895113.000000 Penalty: 5329.269043
	Iteration 32Q: 3 clusters Score -5895113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -5895124.500000 Penalty: 5329.269043
	Iteration 33Q: 3 clusters Score -5895124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -5895121.000000 Penalty: 5329.269043
	Iteration 34Q: 3 clusters Score -5895121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -5895130.500000 Penalty: 5329.269043
	Iteration 35Q: 3 clusters Score -5895130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -5895120.000000 Penalty: 5329.269043
	Iteration 36Q: 3 clusters Score -5895120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -5895131.000000 Penalty: 5329.269043
	Iteration 37Q: 3 clusters Score -5895131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -5895140.500000 Penalty: 5329.269043
	Iteration 38Q: 3 clusters Score -5895140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -5895143.500000 Penalty: 5329.269043
	Iteration 39Q: 3 clusters Score -5895144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -5895132.500000 Penalty: 5329.269043
	Iteration 40F: 3 clusters Score -5895132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -5895141.000000 Penalty: 5329.269043
	Iteration 41Q: 3 clusters Score -5895141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -5895144.500000 Penalty: 5329.269043
	Iteration 42Q: 3 clusters Score -5895144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -5895151.500000 Penalty: 5329.269043
	Iteration 43Q: 3 clusters Score -5895152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -5895152.500000 Penalty: 5329.269043
	Iteration 44Q: 3 clusters Score -5895152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -5895158.000000 Penalty: 5329.269043
	Iteration 45Q: 3 clusters Score -5895158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -5895157.500000 Penalty: 5329.269043
	Iteration 46Q: 3 clusters Score -5895158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -5895164.500000 Penalty: 5329.269043
	Iteration 47Q: 3 clusters Score -5895164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -5895168.000000 Penalty: 5329.269043
	Iteration 48Q: 3 clusters Score -5895168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -5895157.500000 Penalty: 5329.269043
	Iteration 49Q: 3 clusters Score -5895158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -5895159.000000 Penalty: 5329.269043
	Iteration 50Q: 3 clusters Score -5895159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -5895159.500000 Penalty: 5329.269043
	Iteration 51Q: 3 clusters Score -5895160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -5895155.000000 Penalty: 5329.269043
	Iteration 52Q: 3 clusters Score -5895155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -5895171.000000 Penalty: 5329.269043
	Iteration 53Q: 3 clusters Score -5895171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -5895162.000000 Penalty: 5329.269043
	Iteration 54Q: 3 clusters Score -5895162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -5895157.500000 Penalty: 5329.269043
	Iteration 55Q: 3 clusters Score -5895158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -5895163.000000 Penalty: 5329.269043
	Iteration 56Q: 3 clusters Score -5895163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -5895152.000000 Penalty: 5329.269043
	Iteration 57Q: 3 clusters Score -5895152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -5895152.500000 Penalty: 5329.269043
	Iteration 58Q: 3 clusters Score -5895152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -5895168.000000 Penalty: 5329.269043
	Iteration 59Q: 3 clusters Score -5895168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -5895162.500000 Penalty: 5329.269043
	Iteration 60F: 3 clusters Score -5895162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -5895159.500000 Penalty: 5329.269043
	Iteration 61Q: 3 clusters Score -5895160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -5895162.500000 Penalty: 5329.269043
	Iteration 62Q: 3 clusters Score -5895162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -5895162.000000 Penalty: 5329.269043
	Iteration 63Q: 3 clusters Score -5895162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -5895151.000000 Penalty: 5329.269043
	Iteration 64Q: 3 clusters Score -5895151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -5895150.000000 Penalty: 5329.269043
	Iteration 65Q: 3 clusters Score -5895150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -5895149.500000 Penalty: 5329.269043
	Iteration 66Q: 3 clusters Score -5895150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -5895159.000000 Penalty: 5329.269043
	Iteration 67Q: 3 clusters Score -5895159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -5895154.500000 Penalty: 5329.269043
	Iteration 68Q: 3 clusters Score -5895154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -5895156.500000 Penalty: 5329.269043
	Iteration 69Q: 3 clusters Score -5895156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -5895169.000000 Penalty: 5329.269043
	Iteration 70Q: 3 clusters Score -5895169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -5895160.500000 Penalty: 5329.269043
	Iteration 71Q: 3 clusters Score -5895160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -5895151.500000 Penalty: 5329.269043
	Iteration 72Q: 3 clusters Score -5895152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -5895164.500000 Penalty: 5329.269043
	Iteration 73Q: 3 clusters Score -5895164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -5895157.500000 Penalty: 5329.269043
	Iteration 74Q: 3 clusters Score -5895158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -5895147.500000 Penalty: 5329.269043
	Iteration 75Q: 3 clusters Score -5895148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5895161.500000 Penalty: 5329.269043
	Iteration 76Q: 3 clusters Score -5895162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -5895162.000000 Penalty: 5329.269043
	Iteration 77Q: 3 clusters Score -5895162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -5895160.000000 Penalty: 5329.269043
	Iteration 78Q: 3 clusters Score -5895160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -5895161.000000 Penalty: 5329.269043
	Iteration 79Q: 3 clusters Score -5895161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -5895165.000000 Penalty: 5329.269043
	Iteration 80F: 3 clusters Score -5895165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -5895174.000000 Penalty: 5329.269043
	Iteration 81Q: 3 clusters Score -5895174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -5895176.500000 Penalty: 5329.269043
	Iteration 82Q: 3 clusters Score -5895176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -5895180.500000 Penalty: 5329.269043
	Iteration 83Q: 3 clusters Score -5895180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -5895180.500000 Penalty: 5329.269043
	Iteration 84Q: 3 clusters Score -5895180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -5895182.000000 Penalty: 5329.269043
	Iteration 85Q: 3 clusters Score -5895182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -5895180.000000 Penalty: 5329.269043
	Iteration 86Q: 3 clusters Score -5895180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -5895176.500000 Penalty: 5329.269043
	Iteration 87Q: 3 clusters Score -5895176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -5895175.500000 Penalty: 5329.269043
	Iteration 88Q: 3 clusters Score -5895176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -5895175.500000 Penalty: 5329.269043
	Iteration 89F: 3 clusters Score -5895176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -60368.742188 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -60368.74 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 303 members 
Entering Unmasked Estep 
Score: -58733.386719 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -58733.39 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59162.582031 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -59162.58 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59569.523438 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -59569.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59833.222656 Penalty: 3189.940186
	Iteration 3F: 3 clusters Score -59833.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -60058.062500 Penalty: 3189.940186
	Iteration 4F: 3 clusters Score -60058.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -60340.683594 Penalty: 3189.940186
	Iteration 5F: 3 clusters Score -60340.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -60508.457031 Penalty: 3189.940186
	Iteration 6Q: 3 clusters Score -60508.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60533.886719 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -60533.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60537.417969 Penalty: 3189.940186
	Iteration 8Q: 3 clusters Score -60537.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60544.031250 Penalty: 3189.940186
	Iteration 9Q: 3 clusters Score -60544.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60555.636719 Penalty: 3189.940186
	Iteration 10Q: 3 clusters Score -60555.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60560.746094 Penalty: 3189.940186
	Iteration 11Q: 3 clusters Score -60560.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60578.664062 Penalty: 3189.940186
	Iteration 12Q: 3 clusters Score -60578.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60597.585938 Penalty: 3189.940186
	Iteration 13Q: 3 clusters Score -60597.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -60608.746094 Penalty: 3189.940186
	Iteration 14Q: 3 clusters Score -60608.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -60622.027344 Penalty: 3189.940186
	Iteration 15Q: 3 clusters Score -60622.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -60623.496094 Penalty: 3189.940186
	Iteration 16Q: 3 clusters Score -60623.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -60628.363281 Penalty: 3189.940186
	Iteration 17Q: 3 clusters Score -60628.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -60633.605469 Penalty: 3189.940186
	Iteration 18Q: 3 clusters Score -60633.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -60637.839844 Penalty: 3189.940186
	Iteration 19Q: 3 clusters Score -60637.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -60640.421875 Penalty: 3189.940186
	Iteration 20F: 3 clusters Score -60640.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46374 members 
Mstep: Class 4 contains 231 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175962 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158803 members 
Mstep: Class 10 contains 143592 members 
Mstep: Class 11 contains 11932 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151086 members 
Mstep: Class 15 contains 81540 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149893 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41193 members 
Mstep: Class 20 contains 71882 members 
Mstep: Class 21 contains 390 members 
Mstep: Class 22 contains 166963 members 
Entering Unmasked Estep 
Score: -161343040.000000 Penalty: 76770.804688
Splitting cluster 4 changes total score from -161344784.000000 to -161343040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -126242.500000 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -126242.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -124296.000000 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -124296 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -124582.437500 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -124582.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124656.031250 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -124656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -124698.828125 Penalty: 3456.549805
	Iteration 3Q: 3 clusters Score -124698.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -124714.507812 Penalty: 3456.549805
	Iteration 4Q: 3 clusters Score -124714.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -124723.656250 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -124723.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -124727.531250 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -124727.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -124730.140625 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -124730.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -124730.609375 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -124730.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -124730.609375 Penalty: 3456.549805
	Iteration 9F: 3 clusters Score -124730.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (175962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175962 members 
Entering Unmasked Estep 
Score: -22573438.000000 Penalty: 2995.349609
	Iteration 0F: 2 clusters Score -2.257344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88039 members 
Mstep: Class 2 contains 87923 members 
Entering Unmasked Estep 
Score: -22462716.000000 Penalty: 5990.699219
	Iteration 0F: 3 clusters Score -2.246272e+07 nChanged 84280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89677 members 
Mstep: Class 2 contains 86285 members 
Entering Unmasked Estep 
Score: -22510930.000000 Penalty: 5990.699219
	Iteration 1F: 3 clusters Score -2.251093e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -22511628.000000 Penalty: 5990.699219
	Iteration 2Q: 3 clusters Score -2.251163e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91744 members 
Mstep: Class 2 contains 84218 members 
Entering Unmasked Estep 
Score: -22512148.000000 Penalty: 5990.699219
	Iteration 3Q: 3 clusters Score -2.251215e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -22512852.000000 Penalty: 5990.699219
	Iteration 4Q: 3 clusters Score -2.251285e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 79143 members 
Entering Unmasked Estep 
Score: -22513988.000000 Penalty: 5990.699219
	Iteration 5Q: 3 clusters Score -2.251399e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101662 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -22515654.000000 Penalty: 5990.699219
	Iteration 6Q: 3 clusters Score -2.251565e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108798 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -22518890.000000 Penalty: 5990.699219
	Iteration 7Q: 3 clusters Score -2.251889e+07 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119095 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -22525036.000000 Penalty: 5990.699219
	Iteration 8F: 3 clusters Score -2.252504e+07 nChanged 13964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133013 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -22535854.000000 Penalty: 5990.699219
	Iteration 9F: 3 clusters Score -2.253585e+07 nChanged 15901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148906 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -22550512.000000 Penalty: 5990.699219
	Iteration 10F: 3 clusters Score -2.255051e+07 nChanged 13968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162874 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -22562402.000000 Penalty: 5990.699219
	Iteration 11F: 3 clusters Score -2.25624e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171225 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -22568020.000000 Penalty: 5990.699219
	Iteration 12Q: 3 clusters Score -2.256802e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174611 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -22569902.000000 Penalty: 5990.699219
	Iteration 13Q: 3 clusters Score -2.25699e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175501 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22570514.000000 Penalty: 5990.699219
	Iteration 14Q: 3 clusters Score -2.257051e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175678 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22570706.000000 Penalty: 5990.699219
	Iteration 15Q: 3 clusters Score -2.257071e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175720 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22570800.000000 Penalty: 5990.699219
	Iteration 16Q: 3 clusters Score -2.25708e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175742 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22570816.000000 Penalty: 5990.699219
	Iteration 17Q: 3 clusters Score -2.257082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175744 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22570834.000000 Penalty: 5990.699219
	Iteration 18Q: 3 clusters Score -2.257083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175750 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22570862.000000 Penalty: 5990.699219
	Iteration 19Q: 3 clusters Score -2.257086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175751 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22570852.000000 Penalty: 5990.699219
	Iteration 20F: 3 clusters Score -2.257085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175748 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22570862.000000 Penalty: 5990.699219
	Iteration 21Q: 3 clusters Score -2.257086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175749 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22570872.000000 Penalty: 5990.699219
	Iteration 22Q: 3 clusters Score -2.257087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175748 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22570860.000000 Penalty: 5990.699219
	Iteration 23Q: 3 clusters Score -2.257086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175749 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22570866.000000 Penalty: 5990.699219
	Iteration 24Q: 3 clusters Score -2.257087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175750 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22570878.000000 Penalty: 5990.699219
	Iteration 25Q: 3 clusters Score -2.257088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175751 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22570880.000000 Penalty: 5990.699219
	Iteration 26Q: 3 clusters Score -2.257088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175752 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22570890.000000 Penalty: 5990.699219
	Iteration 27Q: 3 clusters Score -2.257089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175753 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22570884.000000 Penalty: 5990.699219
	Iteration 28Q: 3 clusters Score -2.257088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175753 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22570884.000000 Penalty: 5990.699219
	Iteration 29F: 3 clusters Score -2.257088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -91387.718750 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -91387.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -89683.851562 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -89683.85 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -89952.546875 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -89952.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90079.968750 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -90079.97 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -90191.140625 Penalty: 3311.208252
	Iteration 3F: 3 clusters Score -90191.14 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -90276.148438 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -90276.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -90396.398438 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -90396.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -90533.335938 Penalty: 3311.208252
	Iteration 6F: 3 clusters Score -90533.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -90595.734375 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -90595.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -90642.296875 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -90642.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -90674.031250 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -90674.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -90688.789062 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -90688.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -90691.125000 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -90691.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -90691.125000 Penalty: 3311.208252
	Iteration 12F: 3 clusters Score -90691.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -64178.855469 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -64178.86 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 309 members 
Entering Unmasked Estep 
Score: -62541.609375 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -62541.61 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62861.242188 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -62861.24 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63066.812500 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -63066.81 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63251.074219 Penalty: 3198.649170
	Iteration 3F: 3 clusters Score -63251.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63382.121094 Penalty: 3198.649170
	Iteration 4F: 3 clusters Score -63382.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63421.640625 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -63421.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63473.355469 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -63473.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63574.726562 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -63574.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63693.000000 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -63693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63788.324219 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -63788.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63887.972656 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -63887.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64002.562500 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -64002.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64167.738281 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -64167.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64383.722656 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -64383.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64534.562500 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -64534.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64593.691406 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -64593.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64604.773438 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -64604.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64614.984375 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -64614.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64635.484375 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -64635.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64666.761719 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -64666.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64701.070312 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -64701.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64920.199219 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -64920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65017.796875 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -65017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65017.796875 Penalty: 3198.649170
	Iteration 23F: 3 clusters Score -65017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46374 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175962 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 368 members 
Mstep: Class 9 contains 158803 members 
Mstep: Class 10 contains 143592 members 
Mstep: Class 11 contains 11932 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151086 members 
Mstep: Class 15 contains 81540 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149893 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41193 members 
Mstep: Class 20 contains 71882 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 166963 members 
Entering Unmasked Estep 
Score: -161343664.000000 Penalty: 76770.804688
Splitting cluster 8 changes total score from -161344784.000000 to -161343664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (158803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158803 members 
Entering Unmasked Estep 
Score: -20177172.000000 Penalty: 2969.904053
	Iteration 0F: 2 clusters Score -2.017717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -20072312.000000 Penalty: 5939.808105
	Iteration 0F: 3 clusters Score -2.007231e+07 nChanged 76264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Mstep: Class 2 contains 79057 members 
Entering Unmasked Estep 
Score: -20115722.000000 Penalty: 5939.808105
	Iteration 1F: 3 clusters Score -2.011572e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80382 members 
Mstep: Class 2 contains 78421 members 
Entering Unmasked Estep 
Score: -20116402.000000 Penalty: 5939.808105
	Iteration 2Q: 3 clusters Score -2.01164e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81337 members 
Mstep: Class 2 contains 77466 members 
Entering Unmasked Estep 
Score: -20117142.000000 Penalty: 5939.808105
	Iteration 3Q: 3 clusters Score -2.011714e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Mstep: Class 2 contains 76034 members 
Entering Unmasked Estep 
Score: -20117964.000000 Penalty: 5939.808105
	Iteration 4Q: 3 clusters Score -2.011796e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84890 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -20119086.000000 Penalty: 5939.808105
	Iteration 5Q: 3 clusters Score -2.011909e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88057 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -20120706.000000 Penalty: 5939.808105
	Iteration 6Q: 3 clusters Score -2.012071e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92729 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -20123426.000000 Penalty: 5939.808105
	Iteration 7Q: 3 clusters Score -2.012343e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99516 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -20129104.000000 Penalty: 5939.808105
	Iteration 8F: 3 clusters Score -2.01291e+07 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108277 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -20137932.000000 Penalty: 5939.808105
	Iteration 9F: 3 clusters Score -2.013793e+07 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117572 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -20149974.000000 Penalty: 5939.808105
	Iteration 10F: 3 clusters Score -2.014997e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124531 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -20161972.000000 Penalty: 5939.808105
	Iteration 11F: 3 clusters Score -2.016197e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127589 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -20170450.000000 Penalty: 5939.808105
	Iteration 12F: 3 clusters Score -2.017045e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128647 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -20174494.000000 Penalty: 5939.808105
	Iteration 13Q: 3 clusters Score -2.017449e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129208 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -20176346.000000 Penalty: 5939.808105
	Iteration 14Q: 3 clusters Score -2.017635e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129566 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -20177206.000000 Penalty: 5939.808105
	Iteration 15Q: 3 clusters Score -2.017721e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129799 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -20177516.000000 Penalty: 5939.808105
	Iteration 16Q: 3 clusters Score -2.017752e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129966 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -20177696.000000 Penalty: 5939.808105
	Iteration 17Q: 3 clusters Score -2.01777e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130084 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -20177890.000000 Penalty: 5939.808105
	Iteration 18Q: 3 clusters Score -2.017789e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130174 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -20177964.000000 Penalty: 5939.808105
	Iteration 19Q: 3 clusters Score -2.017796e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130260 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -20177988.000000 Penalty: 5939.808105
	Iteration 20F: 3 clusters Score -2.017799e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130312 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -20178008.000000 Penalty: 5939.808105
	Iteration 21Q: 3 clusters Score -2.017801e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130342 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -20177966.000000 Penalty: 5939.808105
	Iteration 22Q: 3 clusters Score -2.017797e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130358 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -20177946.000000 Penalty: 5939.808105
	Iteration 23Q: 3 clusters Score -2.017795e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130371 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -20177954.000000 Penalty: 5939.808105
	Iteration 24Q: 3 clusters Score -2.017795e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130377 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -20177926.000000 Penalty: 5939.808105
	Iteration 25Q: 3 clusters Score -2.017793e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130397 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -20177916.000000 Penalty: 5939.808105
	Iteration 26Q: 3 clusters Score -2.017792e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130412 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -20177878.000000 Penalty: 5939.808105
	Iteration 27Q: 3 clusters Score -2.017788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130421 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -20177892.000000 Penalty: 5939.808105
	Iteration 28Q: 3 clusters Score -2.017789e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130424 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -20177884.000000 Penalty: 5939.808105
	Iteration 29Q: 3 clusters Score -2.017788e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130429 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -20177884.000000 Penalty: 5939.808105
	Iteration 30Q: 3 clusters Score -2.017788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130423 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -20177880.000000 Penalty: 5939.808105
	Iteration 31Q: 3 clusters Score -2.017788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130421 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -20177884.000000 Penalty: 5939.808105
	Iteration 32Q: 3 clusters Score -2.017788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130418 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -20177878.000000 Penalty: 5939.808105
	Iteration 33Q: 3 clusters Score -2.017788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130417 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -20177882.000000 Penalty: 5939.808105
	Iteration 34Q: 3 clusters Score -2.017788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130415 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -20177880.000000 Penalty: 5939.808105
	Iteration 35Q: 3 clusters Score -2.017788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130406 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -20177888.000000 Penalty: 5939.808105
	Iteration 36Q: 3 clusters Score -2.017789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130399 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -20177886.000000 Penalty: 5939.808105
	Iteration 37Q: 3 clusters Score -2.017789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130393 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -20177888.000000 Penalty: 5939.808105
	Iteration 38Q: 3 clusters Score -2.017789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130393 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -20177876.000000 Penalty: 5939.808105
	Iteration 39Q: 3 clusters Score -2.017788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130394 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -20177880.000000 Penalty: 5939.808105
	Iteration 40F: 3 clusters Score -2.017788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130398 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -20177876.000000 Penalty: 5939.808105
	Iteration 41Q: 3 clusters Score -2.017788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130403 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -20177892.000000 Penalty: 5939.808105
	Iteration 42Q: 3 clusters Score -2.017789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130407 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -20177890.000000 Penalty: 5939.808105
	Iteration 43Q: 3 clusters Score -2.017789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130406 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -20177874.000000 Penalty: 5939.808105
	Iteration 44Q: 3 clusters Score -2.017787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130409 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -20177892.000000 Penalty: 5939.808105
	Iteration 45Q: 3 clusters Score -2.017789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130409 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -20177880.000000 Penalty: 5939.808105
	Iteration 46Q: 3 clusters Score -2.017788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130409 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -20177880.000000 Penalty: 5939.808105
	Iteration 47F: 3 clusters Score -2.017788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46374 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175962 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 130409 members 
Mstep: Class 10 contains 143592 members 
Mstep: Class 11 contains 11932 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151086 members 
Mstep: Class 15 contains 81540 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149893 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41193 members 
Mstep: Class 20 contains 71882 members 
Mstep: Class 21 contains 28394 members 
Mstep: Class 22 contains 166963 members 
Entering Unmasked Estep 
Score: -161343376.000000 Penalty: 76770.804688
Splitting cluster 9 changes total score from -161344784.000000 to -161343376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (143592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143592 members 
Entering Unmasked Estep 
Score: -18261796.000000 Penalty: 2944.933350
	Iteration 0F: 2 clusters Score -1.82618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71991 members 
Mstep: Class 2 contains 71601 members 
Entering Unmasked Estep 
Score: -18166990.000000 Penalty: 5889.866699
	Iteration 0F: 3 clusters Score -1.816699e+07 nChanged 68469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73802 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -18206648.000000 Penalty: 5889.866699
	Iteration 1F: 3 clusters Score -1.820665e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75047 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -18207606.000000 Penalty: 5889.866699
	Iteration 2Q: 3 clusters Score -1.820761e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76951 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -18208554.000000 Penalty: 5889.866699
	Iteration 3Q: 3 clusters Score -1.820855e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -18209974.000000 Penalty: 5889.866699
	Iteration 4Q: 3 clusters Score -1.820997e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83846 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -18212272.000000 Penalty: 5889.866699
	Iteration 5Q: 3 clusters Score -1.821227e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89715 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -18216042.000000 Penalty: 5889.866699
	Iteration 6Q: 3 clusters Score -1.821604e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97627 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -18221826.000000 Penalty: 5889.866699
	Iteration 7F: 3 clusters Score -1.822183e+07 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107156 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -18229700.000000 Penalty: 5889.866699
	Iteration 8F: 3 clusters Score -1.82297e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116916 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -18238288.000000 Penalty: 5889.866699
	Iteration 9F: 3 clusters Score -1.823829e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125420 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -18245624.000000 Penalty: 5889.866699
	Iteration 10F: 3 clusters Score -1.824562e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131663 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -18250942.000000 Penalty: 5889.866699
	Iteration 11Q: 3 clusters Score -1.825094e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135935 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -18254328.000000 Penalty: 5889.866699
	Iteration 12Q: 3 clusters Score -1.825433e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138657 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -18256440.000000 Penalty: 5889.866699
	Iteration 13Q: 3 clusters Score -1.825644e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140306 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -18257542.000000 Penalty: 5889.866699
	Iteration 14Q: 3 clusters Score -1.825754e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141311 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -18258134.000000 Penalty: 5889.866699
	Iteration 15Q: 3 clusters Score -1.825813e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141910 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -18258572.000000 Penalty: 5889.866699
	Iteration 16Q: 3 clusters Score -1.825857e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142275 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -18258832.000000 Penalty: 5889.866699
	Iteration 17Q: 3 clusters Score -1.825883e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142495 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -18259014.000000 Penalty: 5889.866699
	Iteration 18Q: 3 clusters Score -1.825901e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142628 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -18259094.000000 Penalty: 5889.866699
	Iteration 19Q: 3 clusters Score -1.825909e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142711 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -18259142.000000 Penalty: 5889.866699
	Iteration 20F: 3 clusters Score -1.825914e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142759 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -18259178.000000 Penalty: 5889.866699
	Iteration 21Q: 3 clusters Score -1.825918e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142790 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -18259208.000000 Penalty: 5889.866699
	Iteration 22Q: 3 clusters Score -1.825921e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142802 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -18259216.000000 Penalty: 5889.866699
	Iteration 23Q: 3 clusters Score -1.825922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142809 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -18259220.000000 Penalty: 5889.866699
	Iteration 24Q: 3 clusters Score -1.825922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142815 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -18259222.000000 Penalty: 5889.866699
	Iteration 25Q: 3 clusters Score -1.825922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142825 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -18259218.000000 Penalty: 5889.866699
	Iteration 26Q: 3 clusters Score -1.825922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142830 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -18259216.000000 Penalty: 5889.866699
	Iteration 27Q: 3 clusters Score -1.825922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142843 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -18259220.000000 Penalty: 5889.866699
	Iteration 28Q: 3 clusters Score -1.825922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142857 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -18259246.000000 Penalty: 5889.866699
	Iteration 29Q: 3 clusters Score -1.825925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142865 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -18259248.000000 Penalty: 5889.866699
	Iteration 30Q: 3 clusters Score -1.825925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142876 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -18259254.000000 Penalty: 5889.866699
	Iteration 31Q: 3 clusters Score -1.825925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142887 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -18259256.000000 Penalty: 5889.866699
	Iteration 32Q: 3 clusters Score -1.825926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142892 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -18259280.000000 Penalty: 5889.866699
	Iteration 33Q: 3 clusters Score -1.825928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142902 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -18259278.000000 Penalty: 5889.866699
	Iteration 34Q: 3 clusters Score -1.825928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142909 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -18259302.000000 Penalty: 5889.866699
	Iteration 35Q: 3 clusters Score -1.82593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142912 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -18259300.000000 Penalty: 5889.866699
	Iteration 36Q: 3 clusters Score -1.82593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142918 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -18259306.000000 Penalty: 5889.866699
	Iteration 37Q: 3 clusters Score -1.825931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142920 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -18259298.000000 Penalty: 5889.866699
	Iteration 38Q: 3 clusters Score -1.82593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142924 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -18259296.000000 Penalty: 5889.866699
	Iteration 39Q: 3 clusters Score -1.82593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142930 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -18259306.000000 Penalty: 5889.866699
	Iteration 40F: 3 clusters Score -1.825931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142933 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -18259322.000000 Penalty: 5889.866699
	Iteration 41Q: 3 clusters Score -1.825932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142937 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -18259320.000000 Penalty: 5889.866699
	Iteration 42Q: 3 clusters Score -1.825932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142941 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -18259318.000000 Penalty: 5889.866699
	Iteration 43Q: 3 clusters Score -1.825932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142940 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -18259318.000000 Penalty: 5889.866699
	Iteration 44Q: 3 clusters Score -1.825932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142943 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -18259308.000000 Penalty: 5889.866699
	Iteration 45Q: 3 clusters Score -1.825931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142943 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -18259312.000000 Penalty: 5889.866699
	Iteration 46Q: 3 clusters Score -1.825931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142943 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -18259312.000000 Penalty: 5889.866699
	Iteration 47F: 3 clusters Score -1.825931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Entering Unmasked Estep 
Score: -1447522.250000 Penalty: 2327.970703
	Iteration 0F: 2 clusters Score -1447522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1438649.625000 Penalty: 4655.941406
	Iteration 0F: 3 clusters Score -1438650 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1441285.375000 Penalty: 4655.941406
	Iteration 1F: 3 clusters Score -1441285 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1441641.375000 Penalty: 4655.941406
	Iteration 2F: 3 clusters Score -1441641 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1441978.375000 Penalty: 4655.941406
	Iteration 3F: 3 clusters Score -1441978 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1442355.625000 Penalty: 4655.941406
	Iteration 4F: 3 clusters Score -1442356 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1442853.375000 Penalty: 4655.941406
	Iteration 5F: 3 clusters Score -1442853 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1443464.000000 Penalty: 4655.941406
	Iteration 6F: 3 clusters Score -1443464 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1444153.625000 Penalty: 4655.941406
	Iteration 7F: 3 clusters Score -1444154 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1444858.250000 Penalty: 4655.941406
	Iteration 8F: 3 clusters Score -1444858 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1445345.000000 Penalty: 4655.941406
	Iteration 9F: 3 clusters Score -1445345 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1445615.750000 Penalty: 4655.941406
	Iteration 10Q: 3 clusters Score -1445616 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1445775.875000 Penalty: 4655.941406
	Iteration 11Q: 3 clusters Score -1445776 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1445889.875000 Penalty: 4655.941406
	Iteration 12Q: 3 clusters Score -1445890 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1445963.125000 Penalty: 4655.941406
	Iteration 13Q: 3 clusters Score -1445963 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1446021.250000 Penalty: 4655.941406
	Iteration 14Q: 3 clusters Score -1446021 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1446076.875000 Penalty: 4655.941406
	Iteration 15Q: 3 clusters Score -1446077 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1446109.625000 Penalty: 4655.941406
	Iteration 16Q: 3 clusters Score -1446110 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1446150.375000 Penalty: 4655.941406
	Iteration 17Q: 3 clusters Score -1446150 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1446192.750000 Penalty: 4655.941406
	Iteration 18Q: 3 clusters Score -1446193 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1446239.500000 Penalty: 4655.941406
	Iteration 19Q: 3 clusters Score -1446240 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1446280.750000 Penalty: 4655.941406
	Iteration 20F: 3 clusters Score -1446281 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1446315.875000 Penalty: 4655.941406
	Iteration 21Q: 3 clusters Score -1446316 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1446351.875000 Penalty: 4655.941406
	Iteration 22Q: 3 clusters Score -1446352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1446387.375000 Penalty: 4655.941406
	Iteration 23Q: 3 clusters Score -1446387 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1446421.500000 Penalty: 4655.941406
	Iteration 24Q: 3 clusters Score -1446422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1446423.000000 Penalty: 4655.941406
	Iteration 25Q: 3 clusters Score -1446423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1446440.875000 Penalty: 4655.941406
	Iteration 26Q: 3 clusters Score -1446441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1446452.250000 Penalty: 4655.941406
	Iteration 27Q: 3 clusters Score -1446452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1446453.000000 Penalty: 4655.941406
	Iteration 28Q: 3 clusters Score -1446453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1446452.875000 Penalty: 4655.941406
	Iteration 29Q: 3 clusters Score -1446453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1446458.375000 Penalty: 4655.941406
	Iteration 30Q: 3 clusters Score -1446458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1446456.125000 Penalty: 4655.941406
	Iteration 31Q: 3 clusters Score -1446456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1446458.500000 Penalty: 4655.941406
	Iteration 32Q: 3 clusters Score -1446458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1446463.750000 Penalty: 4655.941406
	Iteration 33Q: 3 clusters Score -1446464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1446459.125000 Penalty: 4655.941406
	Iteration 34Q: 3 clusters Score -1446459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1446465.250000 Penalty: 4655.941406
	Iteration 35Q: 3 clusters Score -1446465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1446467.875000 Penalty: 4655.941406
	Iteration 36Q: 3 clusters Score -1446468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1446466.125000 Penalty: 4655.941406
	Iteration 37Q: 3 clusters Score -1446466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1446466.125000 Penalty: 4655.941406
	Iteration 38Q: 3 clusters Score -1446466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1446469.750000 Penalty: 4655.941406
	Iteration 39Q: 3 clusters Score -1446470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1446471.625000 Penalty: 4655.941406
	Iteration 40F: 3 clusters Score -1446472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1446471.500000 Penalty: 4655.941406
	Iteration 41Q: 3 clusters Score -1446472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1446469.750000 Penalty: 4655.941406
	Iteration 42Q: 3 clusters Score -1446470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1446470.625000 Penalty: 4655.941406
	Iteration 43Q: 3 clusters Score -1446471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1446470.625000 Penalty: 4655.941406
	Iteration 44F: 3 clusters Score -1446471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Entering Unmasked Estep 
Score: -518369.250000 Penalty: 2068.492188
	Iteration 0F: 2 clusters Score -518369.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -514368.000000 Penalty: 4136.984375
	Iteration 0F: 3 clusters Score -514368 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -515581.000000 Penalty: 4136.984375
	Iteration 1F: 3 clusters Score -515581 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -516054.750000 Penalty: 4136.984375
	Iteration 2F: 3 clusters Score -516054.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -516422.125000 Penalty: 4136.984375
	Iteration 3F: 3 clusters Score -516422.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -516752.062500 Penalty: 4136.984375
	Iteration 4F: 3 clusters Score -516752.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -517052.093750 Penalty: 4136.984375
	Iteration 5F: 3 clusters Score -517052.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -517291.093750 Penalty: 4136.984375
	Iteration 6F: 3 clusters Score -517291.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -517431.500000 Penalty: 4136.984375
	Iteration 7Q: 3 clusters Score -517431.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -517502.968750 Penalty: 4136.984375
	Iteration 8Q: 3 clusters Score -517503 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -517547.750000 Penalty: 4136.984375
	Iteration 9Q: 3 clusters Score -517547.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -517583.468750 Penalty: 4136.984375
	Iteration 10Q: 3 clusters Score -517583.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -517609.531250 Penalty: 4136.984375
	Iteration 11Q: 3 clusters Score -517609.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -517625.718750 Penalty: 4136.984375
	Iteration 12Q: 3 clusters Score -517625.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -517644.187500 Penalty: 4136.984375
	Iteration 13Q: 3 clusters Score -517644.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -517661.562500 Penalty: 4136.984375
	Iteration 14Q: 3 clusters Score -517661.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -517680.875000 Penalty: 4136.984375
	Iteration 15Q: 3 clusters Score -517680.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -517696.968750 Penalty: 4136.984375
	Iteration 16Q: 3 clusters Score -517697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -517715.312500 Penalty: 4136.984375
	Iteration 17Q: 3 clusters Score -517715.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -517738.406250 Penalty: 4136.984375
	Iteration 18Q: 3 clusters Score -517738.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -517769.000000 Penalty: 4136.984375
	Iteration 19Q: 3 clusters Score -517769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -517801.781250 Penalty: 4136.984375
	Iteration 20F: 3 clusters Score -517801.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -517841.062500 Penalty: 4136.984375
	Iteration 21Q: 3 clusters Score -517841.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -517884.156250 Penalty: 4136.984375
	Iteration 22Q: 3 clusters Score -517884.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -517927.125000 Penalty: 4136.984375
	Iteration 23Q: 3 clusters Score -517927.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -517950.312500 Penalty: 4136.984375
	Iteration 24Q: 3 clusters Score -517950.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -517970.406250 Penalty: 4136.984375
	Iteration 25Q: 3 clusters Score -517970.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -517979.906250 Penalty: 4136.984375
	Iteration 26Q: 3 clusters Score -517979.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -517987.281250 Penalty: 4136.984375
	Iteration 27Q: 3 clusters Score -517987.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -517988.843750 Penalty: 4136.984375
	Iteration 28Q: 3 clusters Score -517988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -517989.156250 Penalty: 4136.984375
	Iteration 29Q: 3 clusters Score -517989.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -517990.375000 Penalty: 4136.984375
	Iteration 30Q: 3 clusters Score -517990.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -517991.437500 Penalty: 4136.984375
	Iteration 31Q: 3 clusters Score -517991.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -517991.437500 Penalty: 4136.984375
	Iteration 32F: 3 clusters Score -517991.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -40393.312500 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -40393.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39079.183594 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -39079.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39249.214844 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -39249.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39283.597656 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -39283.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39303.945312 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -39303.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39321.593750 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -39321.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39340.996094 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -39341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39350.171875 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -39350.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39356.886719 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -39356.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39356.886719 Penalty: 2906.950195
	Iteration 8F: 3 clusters Score -39356.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (151086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151086 members 
Entering Unmasked Estep 
Score: -19380668.000000 Penalty: 2957.550049
	Iteration 0F: 2 clusters Score -1.938067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75758 members 
Mstep: Class 2 contains 75328 members 
Entering Unmasked Estep 
Score: -19283234.000000 Penalty: 5915.100098
	Iteration 0F: 3 clusters Score -1.928323e+07 nChanged 72259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78123 members 
Mstep: Class 2 contains 72963 members 
Entering Unmasked Estep 
Score: -19325522.000000 Penalty: 5915.100098
	Iteration 1F: 3 clusters Score -1.932552e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79545 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -19326660.000000 Penalty: 5915.100098
	Iteration 2Q: 3 clusters Score -1.932666e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81693 members 
Mstep: Class 2 contains 69393 members 
Entering Unmasked Estep 
Score: -19327852.000000 Penalty: 5915.100098
	Iteration 3Q: 3 clusters Score -1.932785e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84996 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -19329560.000000 Penalty: 5915.100098
	Iteration 4Q: 3 clusters Score -1.932956e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89796 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -19331732.000000 Penalty: 5915.100098
	Iteration 5Q: 3 clusters Score -1.933173e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96588 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -19336058.000000 Penalty: 5915.100098
	Iteration 6F: 3 clusters Score -1.933606e+07 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105429 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -19342020.000000 Penalty: 5915.100098
	Iteration 7F: 3 clusters Score -1.934202e+07 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115720 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -19349942.000000 Penalty: 5915.100098
	Iteration 8F: 3 clusters Score -1.934994e+07 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125756 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -19357954.000000 Penalty: 5915.100098
	Iteration 9F: 3 clusters Score -1.935795e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133984 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -19365018.000000 Penalty: 5915.100098
	Iteration 10F: 3 clusters Score -1.936502e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139980 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -19370054.000000 Penalty: 5915.100098
	Iteration 11Q: 3 clusters Score -1.937005e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144080 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -19373030.000000 Penalty: 5915.100098
	Iteration 12Q: 3 clusters Score -1.937303e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146706 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -19375190.000000 Penalty: 5915.100098
	Iteration 13Q: 3 clusters Score -1.937519e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148342 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -19376532.000000 Penalty: 5915.100098
	Iteration 14Q: 3 clusters Score -1.937653e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149290 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -19377126.000000 Penalty: 5915.100098
	Iteration 15Q: 3 clusters Score -1.937713e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149835 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -19377574.000000 Penalty: 5915.100098
	Iteration 16Q: 3 clusters Score -1.937757e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150117 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -19377786.000000 Penalty: 5915.100098
	Iteration 17Q: 3 clusters Score -1.937779e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150290 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -19377900.000000 Penalty: 5915.100098
	Iteration 18Q: 3 clusters Score -1.93779e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150391 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -19378006.000000 Penalty: 5915.100098
	Iteration 19Q: 3 clusters Score -1.937801e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150441 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -19378050.000000 Penalty: 5915.100098
	Iteration 20F: 3 clusters Score -1.937805e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150477 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -19378068.000000 Penalty: 5915.100098
	Iteration 21Q: 3 clusters Score -1.937807e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150505 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -19378084.000000 Penalty: 5915.100098
	Iteration 22Q: 3 clusters Score -1.937808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150517 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -19378106.000000 Penalty: 5915.100098
	Iteration 23Q: 3 clusters Score -1.937811e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150528 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -19378130.000000 Penalty: 5915.100098
	Iteration 24Q: 3 clusters Score -1.937813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150531 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -19378138.000000 Penalty: 5915.100098
	Iteration 25Q: 3 clusters Score -1.937814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150535 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -19378142.000000 Penalty: 5915.100098
	Iteration 26Q: 3 clusters Score -1.937814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150538 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -19378152.000000 Penalty: 5915.100098
	Iteration 27Q: 3 clusters Score -1.937815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150539 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -19378150.000000 Penalty: 5915.100098
	Iteration 28Q: 3 clusters Score -1.937815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150541 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -19378158.000000 Penalty: 5915.100098
	Iteration 29Q: 3 clusters Score -1.937816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150544 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -19378158.000000 Penalty: 5915.100098
	Iteration 30Q: 3 clusters Score -1.937816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150547 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -19378170.000000 Penalty: 5915.100098
	Iteration 31Q: 3 clusters Score -1.937817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150549 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -19378184.000000 Penalty: 5915.100098
	Iteration 32Q: 3 clusters Score -1.937818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150551 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -19378174.000000 Penalty: 5915.100098
	Iteration 33Q: 3 clusters Score -1.937817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150553 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -19378192.000000 Penalty: 5915.100098
	Iteration 34Q: 3 clusters Score -1.937819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150553 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -19378192.000000 Penalty: 5915.100098
	Iteration 35F: 3 clusters Score -1.937819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (81540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Entering Unmasked Estep 
Score: -10118811.000000 Penalty: 2804.594727
	Iteration 0F: 2 clusters Score -1.011881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -10064543.000000 Penalty: 5609.189453
	Iteration 0F: 3 clusters Score -1.006454e+07 nChanged 38037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -10085954.000000 Penalty: 5609.189453
	Iteration 1F: 3 clusters Score -1.008595e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -10086423.000000 Penalty: 5609.189453
	Iteration 2Q: 3 clusters Score -1.008642e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -10086953.000000 Penalty: 5609.189453
	Iteration 3Q: 3 clusters Score -1.008695e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -10087576.000000 Penalty: 5609.189453
	Iteration 4Q: 3 clusters Score -1.008758e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -10088404.000000 Penalty: 5609.189453
	Iteration 5Q: 3 clusters Score -1.00884e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -10089762.000000 Penalty: 5609.189453
	Iteration 6Q: 3 clusters Score -1.008976e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -10092024.000000 Penalty: 5609.189453
	Iteration 7F: 3 clusters Score -1.009202e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -10095000.000000 Penalty: 5609.189453
	Iteration 8F: 3 clusters Score -1.0095e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -10098828.000000 Penalty: 5609.189453
	Iteration 9F: 3 clusters Score -1.009883e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -10103003.000000 Penalty: 5609.189453
	Iteration 10F: 3 clusters Score -1.0103e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -10107075.000000 Penalty: 5609.189453
	Iteration 11F: 3 clusters Score -1.010708e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -10110718.000000 Penalty: 5609.189453
	Iteration 12F: 3 clusters Score -1.011072e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -10113264.000000 Penalty: 5609.189453
	Iteration 13Q: 3 clusters Score -1.011326e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -10114875.000000 Penalty: 5609.189453
	Iteration 14Q: 3 clusters Score -1.011488e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 80229 members 
Entering Unmasked Estep 
Score: -10115671.000000 Penalty: 5609.189453
	Iteration 15Q: 3 clusters Score -1.011567e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 80711 members 
Entering Unmasked Estep 
Score: -10116010.000000 Penalty: 5609.189453
	Iteration 16Q: 3 clusters Score -1.011601e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 80932 members 
Entering Unmasked Estep 
Score: -10116187.000000 Penalty: 5609.189453
	Iteration 17Q: 3 clusters Score -1.011619e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 81030 members 
Entering Unmasked Estep 
Score: -10116294.000000 Penalty: 5609.189453
	Iteration 18Q: 3 clusters Score -1.011629e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 81075 members 
Entering Unmasked Estep 
Score: -10116314.000000 Penalty: 5609.189453
	Iteration 19Q: 3 clusters Score -1.011631e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 81109 members 
Entering Unmasked Estep 
Score: -10116343.000000 Penalty: 5609.189453
	Iteration 20F: 3 clusters Score -1.011634e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 81126 members 
Entering Unmasked Estep 
Score: -10116375.000000 Penalty: 5609.189453
	Iteration 21Q: 3 clusters Score -1.011638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 81137 members 
Entering Unmasked Estep 
Score: -10116372.000000 Penalty: 5609.189453
	Iteration 22Q: 3 clusters Score -1.011637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 81145 members 
Entering Unmasked Estep 
Score: -10116384.000000 Penalty: 5609.189453
	Iteration 23Q: 3 clusters Score -1.011638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 81148 members 
Entering Unmasked Estep 
Score: -10116388.000000 Penalty: 5609.189453
	Iteration 24Q: 3 clusters Score -1.011639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 81153 members 
Entering Unmasked Estep 
Score: -10116379.000000 Penalty: 5609.189453
	Iteration 25Q: 3 clusters Score -1.011638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 81155 members 
Entering Unmasked Estep 
Score: -10116387.000000 Penalty: 5609.189453
	Iteration 26Q: 3 clusters Score -1.011639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 81156 members 
Entering Unmasked Estep 
Score: -10116391.000000 Penalty: 5609.189453
	Iteration 27Q: 3 clusters Score -1.011639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 81155 members 
Entering Unmasked Estep 
Score: -10116391.000000 Penalty: 5609.189453
	Iteration 28Q: 3 clusters Score -1.011639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 81157 members 
Entering Unmasked Estep 
Score: -10116389.000000 Penalty: 5609.189453
	Iteration 29Q: 3 clusters Score -1.011639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 81159 members 
Entering Unmasked Estep 
Score: -10116390.000000 Penalty: 5609.189453
	Iteration 30Q: 3 clusters Score -1.011639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 81159 members 
Entering Unmasked Estep 
Score: -10116390.000000 Penalty: 5609.189453
	Iteration 31F: 3 clusters Score -1.011639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Entering Unmasked Estep 
Score: -1175128.750000 Penalty: 2277.146973
	Iteration 0F: 2 clusters Score -1175129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1167626.250000 Penalty: 4554.293945
	Iteration 0F: 3 clusters Score -1167626 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1170091.375000 Penalty: 4554.293945
	Iteration 1F: 3 clusters Score -1170091 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1170798.750000 Penalty: 4554.293945
	Iteration 2F: 3 clusters Score -1170799 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1171463.250000 Penalty: 4554.293945
	Iteration 3F: 3 clusters Score -1171463 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1172144.125000 Penalty: 4554.293945
	Iteration 4F: 3 clusters Score -1172144 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1172764.000000 Penalty: 4554.293945
	Iteration 5F: 3 clusters Score -1172764 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1173195.625000 Penalty: 4554.293945
	Iteration 6F: 3 clusters Score -1173196 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1173501.750000 Penalty: 4554.293945
	Iteration 7Q: 3 clusters Score -1173502 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1173757.625000 Penalty: 4554.293945
	Iteration 8Q: 3 clusters Score -1173758 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1173926.625000 Penalty: 4554.293945
	Iteration 9Q: 3 clusters Score -1173927 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1174031.250000 Penalty: 4554.293945
	Iteration 10Q: 3 clusters Score -1174031 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1174095.375000 Penalty: 4554.293945
	Iteration 11Q: 3 clusters Score -1174095 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1174148.125000 Penalty: 4554.293945
	Iteration 12Q: 3 clusters Score -1174148 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1174185.625000 Penalty: 4554.293945
	Iteration 13Q: 3 clusters Score -1174186 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1174221.000000 Penalty: 4554.293945
	Iteration 14Q: 3 clusters Score -1174221 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1174246.375000 Penalty: 4554.293945
	Iteration 15Q: 3 clusters Score -1174246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1174263.000000 Penalty: 4554.293945
	Iteration 16Q: 3 clusters Score -1174263 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1174283.250000 Penalty: 4554.293945
	Iteration 17Q: 3 clusters Score -1174283 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1174301.250000 Penalty: 4554.293945
	Iteration 18Q: 3 clusters Score -1174301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1174310.125000 Penalty: 4554.293945
	Iteration 19Q: 3 clusters Score -1174310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1174318.125000 Penalty: 4554.293945
	Iteration 20F: 3 clusters Score -1174318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1174325.125000 Penalty: 4554.293945
	Iteration 21Q: 3 clusters Score -1174325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1174331.000000 Penalty: 4554.293945
	Iteration 22Q: 3 clusters Score -1174331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1174332.625000 Penalty: 4554.293945
	Iteration 23Q: 3 clusters Score -1174333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1174337.750000 Penalty: 4554.293945
	Iteration 24Q: 3 clusters Score -1174338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1174342.500000 Penalty: 4554.293945
	Iteration 25Q: 3 clusters Score -1174342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1174343.625000 Penalty: 4554.293945
	Iteration 26Q: 3 clusters Score -1174344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1174344.250000 Penalty: 4554.293945
	Iteration 27Q: 3 clusters Score -1174344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1174348.875000 Penalty: 4554.293945
	Iteration 28Q: 3 clusters Score -1174349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1174351.625000 Penalty: 4554.293945
	Iteration 29Q: 3 clusters Score -1174352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1174354.125000 Penalty: 4554.293945
	Iteration 30Q: 3 clusters Score -1174354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1174358.875000 Penalty: 4554.293945
	Iteration 31Q: 3 clusters Score -1174359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1174360.750000 Penalty: 4554.293945
	Iteration 32Q: 3 clusters Score -1174361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1174363.625000 Penalty: 4554.293945
	Iteration 33Q: 3 clusters Score -1174364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1174367.750000 Penalty: 4554.293945
	Iteration 34Q: 3 clusters Score -1174368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1174369.125000 Penalty: 4554.293945
	Iteration 35Q: 3 clusters Score -1174369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1174375.125000 Penalty: 4554.293945
	Iteration 36Q: 3 clusters Score -1174375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1174379.625000 Penalty: 4554.293945
	Iteration 37Q: 3 clusters Score -1174380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1174382.250000 Penalty: 4554.293945
	Iteration 38Q: 3 clusters Score -1174382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1174383.625000 Penalty: 4554.293945
	Iteration 39Q: 3 clusters Score -1174384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1174388.000000 Penalty: 4554.293945
	Iteration 40F: 3 clusters Score -1174388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1174386.500000 Penalty: 4554.293945
	Iteration 41Q: 3 clusters Score -1174386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1174388.000000 Penalty: 4554.293945
	Iteration 42Q: 3 clusters Score -1174388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1174387.750000 Penalty: 4554.293945
	Iteration 43Q: 3 clusters Score -1174388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1174387.625000 Penalty: 4554.293945
	Iteration 44Q: 3 clusters Score -1174388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1174391.000000 Penalty: 4554.293945
	Iteration 45Q: 3 clusters Score -1174391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1174395.375000 Penalty: 4554.293945
	Iteration 46Q: 3 clusters Score -1174395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1174397.250000 Penalty: 4554.293945
	Iteration 47Q: 3 clusters Score -1174397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1174398.000000 Penalty: 4554.293945
	Iteration 48Q: 3 clusters Score -1174398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1174404.625000 Penalty: 4554.293945
	Iteration 49Q: 3 clusters Score -1174405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1174404.500000 Penalty: 4554.293945
	Iteration 50Q: 3 clusters Score -1174404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1174405.875000 Penalty: 4554.293945
	Iteration 51Q: 3 clusters Score -1174406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1174409.250000 Penalty: 4554.293945
	Iteration 52Q: 3 clusters Score -1174409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1174409.375000 Penalty: 4554.293945
	Iteration 53Q: 3 clusters Score -1174409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1174409.000000 Penalty: 4554.293945
	Iteration 54Q: 3 clusters Score -1174409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1174410.500000 Penalty: 4554.293945
	Iteration 55Q: 3 clusters Score -1174410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1174411.750000 Penalty: 4554.293945
	Iteration 56Q: 3 clusters Score -1174412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1174414.875000 Penalty: 4554.293945
	Iteration 57Q: 3 clusters Score -1174415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1174412.125000 Penalty: 4554.293945
	Iteration 58Q: 3 clusters Score -1174412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1174413.875000 Penalty: 4554.293945
	Iteration 59Q: 3 clusters Score -1174414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1174415.500000 Penalty: 4554.293945
	Iteration 60F: 3 clusters Score -1174416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1174418.625000 Penalty: 4554.293945
	Iteration 61Q: 3 clusters Score -1174419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1174416.500000 Penalty: 4554.293945
	Iteration 62Q: 3 clusters Score -1174416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1174417.500000 Penalty: 4554.293945
	Iteration 63Q: 3 clusters Score -1174418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1174419.125000 Penalty: 4554.293945
	Iteration 64Q: 3 clusters Score -1174419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1174417.250000 Penalty: 4554.293945
	Iteration 65Q: 3 clusters Score -1174417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1174418.750000 Penalty: 4554.293945
	Iteration 66Q: 3 clusters Score -1174419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1174419.375000 Penalty: 4554.293945
	Iteration 67Q: 3 clusters Score -1174419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1174420.750000 Penalty: 4554.293945
	Iteration 68Q: 3 clusters Score -1174421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1174421.250000 Penalty: 4554.293945
	Iteration 69Q: 3 clusters Score -1174421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1174423.875000 Penalty: 4554.293945
	Iteration 70Q: 3 clusters Score -1174424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1174424.375000 Penalty: 4554.293945
	Iteration 71Q: 3 clusters Score -1174424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1174424.375000 Penalty: 4554.293945
	Iteration 72F: 3 clusters Score -1174424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (149893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149893 members 
Entering Unmasked Estep 
Score: -19309424.000000 Penalty: 2955.583984
	Iteration 0F: 2 clusters Score -1.930942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 74678 members 
Entering Unmasked Estep 
Score: -19214200.000000 Penalty: 5911.167969
	Iteration 0F: 3 clusters Score -1.92142e+07 nChanged 71555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -19255452.000000 Penalty: 5911.167969
	Iteration 1F: 3 clusters Score -1.925545e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 67824 members 
Entering Unmasked Estep 
Score: -19256512.000000 Penalty: 5911.167969
	Iteration 2Q: 3 clusters Score -1.925651e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 63617 members 
Entering Unmasked Estep 
Score: -19258354.000000 Penalty: 5911.167969
	Iteration 3Q: 3 clusters Score -1.925835e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92427 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -19261114.000000 Penalty: 5911.167969
	Iteration 4Q: 3 clusters Score -1.926111e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100764 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -19265714.000000 Penalty: 5911.167969
	Iteration 5F: 3 clusters Score -1.926571e+07 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111151 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -19272290.000000 Penalty: 5911.167969
	Iteration 6F: 3 clusters Score -1.927229e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122500 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -19281206.000000 Penalty: 5911.167969
	Iteration 7F: 3 clusters Score -1.928121e+07 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132849 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -19290050.000000 Penalty: 5911.167969
	Iteration 8F: 3 clusters Score -1.929005e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140720 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -19298064.000000 Penalty: 5911.167969
	Iteration 9F: 3 clusters Score -1.929806e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145529 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -19302540.000000 Penalty: 5911.167969
	Iteration 10Q: 3 clusters Score -1.930254e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147954 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -19305070.000000 Penalty: 5911.167969
	Iteration 11Q: 3 clusters Score -1.930507e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148929 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -19305994.000000 Penalty: 5911.167969
	Iteration 12Q: 3 clusters Score -1.930599e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149296 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -19306362.000000 Penalty: 5911.167969
	Iteration 13Q: 3 clusters Score -1.930636e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149439 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -19306534.000000 Penalty: 5911.167969
	Iteration 14Q: 3 clusters Score -1.930653e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149498 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -19306602.000000 Penalty: 5911.167969
	Iteration 15Q: 3 clusters Score -1.93066e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149529 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -19306640.000000 Penalty: 5911.167969
	Iteration 16Q: 3 clusters Score -1.930664e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149546 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -19306672.000000 Penalty: 5911.167969
	Iteration 17Q: 3 clusters Score -1.930667e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149562 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19306688.000000 Penalty: 5911.167969
	Iteration 18Q: 3 clusters Score -1.930669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149567 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -19306702.000000 Penalty: 5911.167969
	Iteration 19Q: 3 clusters Score -1.93067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149569 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19306708.000000 Penalty: 5911.167969
	Iteration 20F: 3 clusters Score -1.930671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149576 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19306706.000000 Penalty: 5911.167969
	Iteration 21Q: 3 clusters Score -1.930671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149580 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19306714.000000 Penalty: 5911.167969
	Iteration 22Q: 3 clusters Score -1.930671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149579 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -19306728.000000 Penalty: 5911.167969
	Iteration 23Q: 3 clusters Score -1.930673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149579 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -19306724.000000 Penalty: 5911.167969
	Iteration 24Q: 3 clusters Score -1.930672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149579 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -19306724.000000 Penalty: 5911.167969
	Iteration 25F: 3 clusters Score -1.930672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -38932.289062 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -38932.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37545.687500 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -37545.69 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37939.269531 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -37939.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38090.144531 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -38090.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38216.089844 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -38216.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38359.703125 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -38359.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38475.742188 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -38475.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38579.285156 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -38579.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38595.941406 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -38595.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38642.281250 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -38642.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38697.726562 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -38697.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38749.402344 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -38749.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38762.464844 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -38762.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38773.656250 Penalty: 2992.410889
	Iteration 12Q: 3 clusters Score -38773.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38777.031250 Penalty: 2992.410889
	Iteration 13Q: 3 clusters Score -38777.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38778.515625 Penalty: 2992.410889
	Iteration 14Q: 3 clusters Score -38778.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38778.515625 Penalty: 2992.410889
	Iteration 15F: 3 clusters Score -38778.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Entering Unmasked Estep 
Score: -5263606.500000 Penalty: 2635.253662
	Iteration 0F: 2 clusters Score -5263606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -5235777.500000 Penalty: 5270.507324
	Iteration 0F: 3 clusters Score -5235778 nChanged 18748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -5246004.500000 Penalty: 5270.507324
	Iteration 1F: 3 clusters Score -5246004 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -5246626.000000 Penalty: 5270.507324
	Iteration 2Q: 3 clusters Score -5246626 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -5247356.000000 Penalty: 5270.507324
	Iteration 3Q: 3 clusters Score -5247356 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -5248174.000000 Penalty: 5270.507324
	Iteration 4Q: 3 clusters Score -5248174 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -5249202.000000 Penalty: 5270.507324
	Iteration 5Q: 3 clusters Score -5249202 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -5250643.000000 Penalty: 5270.507324
	Iteration 6F: 3 clusters Score -5250643 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -5252614.000000 Penalty: 5270.507324
	Iteration 7F: 3 clusters Score -5252614 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -5254959.500000 Penalty: 5270.507324
	Iteration 8F: 3 clusters Score -5254960 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -5257148.500000 Penalty: 5270.507324
	Iteration 9F: 3 clusters Score -5257148 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -5258788.000000 Penalty: 5270.507324
	Iteration 10Q: 3 clusters Score -5258788 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -5259793.000000 Penalty: 5270.507324
	Iteration 11Q: 3 clusters Score -5259793 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -5260368.500000 Penalty: 5270.507324
	Iteration 12Q: 3 clusters Score -5260368 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -5260728.500000 Penalty: 5270.507324
	Iteration 13Q: 3 clusters Score -5260728 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -5260948.000000 Penalty: 5270.507324
	Iteration 14Q: 3 clusters Score -5260948 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -5261097.500000 Penalty: 5270.507324
	Iteration 15Q: 3 clusters Score -5261098 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -5261182.000000 Penalty: 5270.507324
	Iteration 16Q: 3 clusters Score -5261182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -5261226.500000 Penalty: 5270.507324
	Iteration 17Q: 3 clusters Score -5261226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -5261261.500000 Penalty: 5270.507324
	Iteration 18Q: 3 clusters Score -5261262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -5261280.500000 Penalty: 5270.507324
	Iteration 19Q: 3 clusters Score -5261280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -5261288.500000 Penalty: 5270.507324
	Iteration 20F: 3 clusters Score -5261288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -5261297.500000 Penalty: 5270.507324
	Iteration 21Q: 3 clusters Score -5261298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -5261303.500000 Penalty: 5270.507324
	Iteration 22Q: 3 clusters Score -5261304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -5261309.500000 Penalty: 5270.507324
	Iteration 23Q: 3 clusters Score -5261310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -5261309.500000 Penalty: 5270.507324
	Iteration 24F: 3 clusters Score -5261310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (71882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71882 members 
Entering Unmasked Estep 
Score: -9208471.000000 Penalty: 2773.329834
	Iteration 0F: 2 clusters Score -9208471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -9160354.000000 Penalty: 5546.659668
	Iteration 0F: 3 clusters Score -9160354 nChanged 33632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -9179152.000000 Penalty: 5546.659668
	Iteration 1F: 3 clusters Score -9179152 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -9179800.000000 Penalty: 5546.659668
	Iteration 2Q: 3 clusters Score -9179800 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -9180489.000000 Penalty: 5546.659668
	Iteration 3Q: 3 clusters Score -9180489 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -9181280.000000 Penalty: 5546.659668
	Iteration 4Q: 3 clusters Score -9181280 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -9182235.000000 Penalty: 5546.659668
	Iteration 5Q: 3 clusters Score -9182235 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -9183405.000000 Penalty: 5546.659668
	Iteration 6Q: 3 clusters Score -9183405 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -9184972.000000 Penalty: 5546.659668
	Iteration 7Q: 3 clusters Score -9184972 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -9187147.000000 Penalty: 5546.659668
	Iteration 8Q: 3 clusters Score -9187147 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -9189926.000000 Penalty: 5546.659668
	Iteration 9F: 3 clusters Score -9189926 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -9193127.000000 Penalty: 5546.659668
	Iteration 10F: 3 clusters Score -9193127 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -9195483.000000 Penalty: 5546.659668
	Iteration 11F: 3 clusters Score -9195483 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -9196688.000000 Penalty: 5546.659668
	Iteration 12Q: 3 clusters Score -9196688 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -9197235.000000 Penalty: 5546.659668
	Iteration 13Q: 3 clusters Score -9197235 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -9197487.000000 Penalty: 5546.659668
	Iteration 14Q: 3 clusters Score -9197487 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -9197734.000000 Penalty: 5546.659668
	Iteration 15Q: 3 clusters Score -9197734 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -9197970.000000 Penalty: 5546.659668
	Iteration 16Q: 3 clusters Score -9197970 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -9198115.000000 Penalty: 5546.659668
	Iteration 17Q: 3 clusters Score -9198115 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -9198295.000000 Penalty: 5546.659668
	Iteration 18Q: 3 clusters Score -9198295 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -9198457.000000 Penalty: 5546.659668
	Iteration 19Q: 3 clusters Score -9198457 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -9198683.000000 Penalty: 5546.659668
	Iteration 20F: 3 clusters Score -9198683 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -9198815.000000 Penalty: 5546.659668
	Iteration 21Q: 3 clusters Score -9198815 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -9199017.000000 Penalty: 5546.659668
	Iteration 22Q: 3 clusters Score -9199017 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -9199171.000000 Penalty: 5546.659668
	Iteration 23Q: 3 clusters Score -9199171 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -9199383.000000 Penalty: 5546.659668
	Iteration 24Q: 3 clusters Score -9199383 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -9199584.000000 Penalty: 5546.659668
	Iteration 25Q: 3 clusters Score -9199584 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -9199750.000000 Penalty: 5546.659668
	Iteration 26Q: 3 clusters Score -9199750 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -9199951.000000 Penalty: 5546.659668
	Iteration 27Q: 3 clusters Score -9199951 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -9200136.000000 Penalty: 5546.659668
	Iteration 28Q: 3 clusters Score -9200136 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -9200332.000000 Penalty: 5546.659668
	Iteration 29Q: 3 clusters Score -9200332 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -9200558.000000 Penalty: 5546.659668
	Iteration 30Q: 3 clusters Score -9200558 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -9200799.000000 Penalty: 5546.659668
	Iteration 31Q: 3 clusters Score -9200799 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -9201084.000000 Penalty: 5546.659668
	Iteration 32Q: 3 clusters Score -9201084 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -9201337.000000 Penalty: 5546.659668
	Iteration 33Q: 3 clusters Score -9201337 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -9201613.000000 Penalty: 5546.659668
	Iteration 34Q: 3 clusters Score -9201613 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -9201922.000000 Penalty: 5546.659668
	Iteration 35Q: 3 clusters Score -9201922 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -9202220.000000 Penalty: 5546.659668
	Iteration 36Q: 3 clusters Score -9202220 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -9202569.000000 Penalty: 5546.659668
	Iteration 37Q: 3 clusters Score -9202569 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -9202883.000000 Penalty: 5546.659668
	Iteration 38Q: 3 clusters Score -9202883 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63319 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -9203177.000000 Penalty: 5546.659668
	Iteration 39Q: 3 clusters Score -9203177 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64086 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -9203496.000000 Penalty: 5546.659668
	Iteration 40F: 3 clusters Score -9203496 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -9203823.000000 Penalty: 5546.659668
	Iteration 41Q: 3 clusters Score -9203823 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -9204082.000000 Penalty: 5546.659668
	Iteration 42Q: 3 clusters Score -9204082 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -9204357.000000 Penalty: 5546.659668
	Iteration 43Q: 3 clusters Score -9204357 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66851 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -9204621.000000 Penalty: 5546.659668
	Iteration 44Q: 3 clusters Score -9204621 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67403 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -9204812.000000 Penalty: 5546.659668
	Iteration 45Q: 3 clusters Score -9204812 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -9204987.000000 Penalty: 5546.659668
	Iteration 46Q: 3 clusters Score -9204987 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -9205177.000000 Penalty: 5546.659668
	Iteration 47Q: 3 clusters Score -9205177 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -9205315.000000 Penalty: 5546.659668
	Iteration 48Q: 3 clusters Score -9205315 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68881 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -9205402.000000 Penalty: 5546.659668
	Iteration 49Q: 3 clusters Score -9205402 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69106 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -9205507.000000 Penalty: 5546.659668
	Iteration 50Q: 3 clusters Score -9205507 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -9205590.000000 Penalty: 5546.659668
	Iteration 51Q: 3 clusters Score -9205590 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -9205648.000000 Penalty: 5546.659668
	Iteration 52Q: 3 clusters Score -9205648 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69664 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -9205682.000000 Penalty: 5546.659668
	Iteration 53Q: 3 clusters Score -9205682 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69791 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9205705.000000 Penalty: 5546.659668
	Iteration 54Q: 3 clusters Score -9205705 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9205775.000000 Penalty: 5546.659668
	Iteration 55Q: 3 clusters Score -9205775 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9205845.000000 Penalty: 5546.659668
	Iteration 56Q: 3 clusters Score -9205845 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70153 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -9205902.000000 Penalty: 5546.659668
	Iteration 57Q: 3 clusters Score -9205902 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -9205935.000000 Penalty: 5546.659668
	Iteration 58Q: 3 clusters Score -9205935 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70313 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9205965.000000 Penalty: 5546.659668
	Iteration 59Q: 3 clusters Score -9205965 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9205978.000000 Penalty: 5546.659668
	Iteration 60F: 3 clusters Score -9205978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -9205988.000000 Penalty: 5546.659668
	Iteration 61Q: 3 clusters Score -9205988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9206004.000000 Penalty: 5546.659668
	Iteration 62Q: 3 clusters Score -9206004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70495 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -9206011.000000 Penalty: 5546.659668
	Iteration 63Q: 3 clusters Score -9206011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -9206032.000000 Penalty: 5546.659668
	Iteration 64Q: 3 clusters Score -9206032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70543 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -9206025.000000 Penalty: 5546.659668
	Iteration 65Q: 3 clusters Score -9206025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70562 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9206045.000000 Penalty: 5546.659668
	Iteration 66Q: 3 clusters Score -9206045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -9206062.000000 Penalty: 5546.659668
	Iteration 67Q: 3 clusters Score -9206062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70616 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -9206077.000000 Penalty: 5546.659668
	Iteration 68Q: 3 clusters Score -9206077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70642 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -9206084.000000 Penalty: 5546.659668
	Iteration 69Q: 3 clusters Score -9206084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70662 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9206086.000000 Penalty: 5546.659668
	Iteration 70Q: 3 clusters Score -9206086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9206090.000000 Penalty: 5546.659668
	Iteration 71Q: 3 clusters Score -9206090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9206096.000000 Penalty: 5546.659668
	Iteration 72Q: 3 clusters Score -9206096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70690 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9206103.000000 Penalty: 5546.659668
	Iteration 73Q: 3 clusters Score -9206103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -9206098.000000 Penalty: 5546.659668
	Iteration 74Q: 3 clusters Score -9206098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70702 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9206098.000000 Penalty: 5546.659668
	Iteration 75Q: 3 clusters Score -9206098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -9206099.000000 Penalty: 5546.659668
	Iteration 76Q: 3 clusters Score -9206099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9206101.000000 Penalty: 5546.659668
	Iteration 77Q: 3 clusters Score -9206101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9206106.000000 Penalty: 5546.659668
	Iteration 78Q: 3 clusters Score -9206106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70732 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -9206108.000000 Penalty: 5546.659668
	Iteration 79Q: 3 clusters Score -9206108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9206113.000000 Penalty: 5546.659668
	Iteration 80F: 3 clusters Score -9206113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9206116.000000 Penalty: 5546.659668
	Iteration 81Q: 3 clusters Score -9206116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70751 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9206122.000000 Penalty: 5546.659668
	Iteration 82Q: 3 clusters Score -9206122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70754 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -9206124.000000 Penalty: 5546.659668
	Iteration 83Q: 3 clusters Score -9206124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70758 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9206122.000000 Penalty: 5546.659668
	Iteration 84Q: 3 clusters Score -9206122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70758 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9206122.000000 Penalty: 5546.659668
	Iteration 85F: 3 clusters Score -9206122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (166963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166963 members 
Entering Unmasked Estep 
Score: -21211218.000000 Penalty: 2982.331055
	Iteration 0F: 2 clusters Score -2.121122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83442 members 
Mstep: Class 2 contains 83521 members 
Entering Unmasked Estep 
Score: -21100722.000000 Penalty: 5964.662109
	Iteration 0F: 3 clusters Score -2.110072e+07 nChanged 79771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81535 members 
Mstep: Class 2 contains 85428 members 
Entering Unmasked Estep 
Score: -21147118.000000 Penalty: 5964.662109
	Iteration 1F: 3 clusters Score -2.114712e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80413 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -21148086.000000 Penalty: 5964.662109
	Iteration 2Q: 3 clusters Score -2.114809e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78839 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -21149286.000000 Penalty: 5964.662109
	Iteration 3Q: 3 clusters Score -2.114929e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76512 members 
Mstep: Class 2 contains 90451 members 
Entering Unmasked Estep 
Score: -21151038.000000 Penalty: 5964.662109
	Iteration 4Q: 3 clusters Score -2.115104e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73304 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -21153302.000000 Penalty: 5964.662109
	Iteration 5Q: 3 clusters Score -2.11533e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 98142 members 
Entering Unmasked Estep 
Score: -21156668.000000 Penalty: 5964.662109
	Iteration 6Q: 3 clusters Score -2.115667e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 104062 members 
Entering Unmasked Estep 
Score: -21161412.000000 Penalty: 5964.662109
	Iteration 7F: 3 clusters Score -2.116141e+07 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 111292 members 
Entering Unmasked Estep 
Score: -21167912.000000 Penalty: 5964.662109
	Iteration 8F: 3 clusters Score -2.116791e+07 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 119296 members 
Entering Unmasked Estep 
Score: -21176064.000000 Penalty: 5964.662109
	Iteration 9F: 3 clusters Score -2.117606e+07 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 126789 members 
Entering Unmasked Estep 
Score: -21184258.000000 Penalty: 5964.662109
	Iteration 10F: 3 clusters Score -2.118426e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 132534 members 
Entering Unmasked Estep 
Score: -21190030.000000 Penalty: 5964.662109
	Iteration 11Q: 3 clusters Score -2.119003e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 137038 members 
Entering Unmasked Estep 
Score: -21193672.000000 Penalty: 5964.662109
	Iteration 12Q: 3 clusters Score -2.119367e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 140887 members 
Entering Unmasked Estep 
Score: -21195898.000000 Penalty: 5964.662109
	Iteration 13Q: 3 clusters Score -2.11959e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 144513 members 
Entering Unmasked Estep 
Score: -21197820.000000 Penalty: 5964.662109
	Iteration 14Q: 3 clusters Score -2.119782e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 147946 members 
Entering Unmasked Estep 
Score: -21199590.000000 Penalty: 5964.662109
	Iteration 15Q: 3 clusters Score -2.119959e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 151227 members 
Entering Unmasked Estep 
Score: -21201344.000000 Penalty: 5964.662109
	Iteration 16Q: 3 clusters Score -2.120134e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 154184 members 
Entering Unmasked Estep 
Score: -21202824.000000 Penalty: 5964.662109
	Iteration 17Q: 3 clusters Score -2.120282e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 156842 members 
Entering Unmasked Estep 
Score: -21204026.000000 Penalty: 5964.662109
	Iteration 18Q: 3 clusters Score -2.120403e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 159034 members 
Entering Unmasked Estep 
Score: -21205106.000000 Penalty: 5964.662109
	Iteration 19Q: 3 clusters Score -2.120511e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 160782 members 
Entering Unmasked Estep 
Score: -21205980.000000 Penalty: 5964.662109
	Iteration 20F: 3 clusters Score -2.120598e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 162168 members 
Entering Unmasked Estep 
Score: -21206722.000000 Penalty: 5964.662109
	Iteration 21Q: 3 clusters Score -2.120672e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 163200 members 
Entering Unmasked Estep 
Score: -21207164.000000 Penalty: 5964.662109
	Iteration 22Q: 3 clusters Score -2.120716e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 163938 members 
Entering Unmasked Estep 
Score: -21207518.000000 Penalty: 5964.662109
	Iteration 23Q: 3 clusters Score -2.120752e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 164483 members 
Entering Unmasked Estep 
Score: -21207674.000000 Penalty: 5964.662109
	Iteration 24Q: 3 clusters Score -2.120767e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 164866 members 
Entering Unmasked Estep 
Score: -21207846.000000 Penalty: 5964.662109
	Iteration 25Q: 3 clusters Score -2.120785e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 165144 members 
Entering Unmasked Estep 
Score: -21208040.000000 Penalty: 5964.662109
	Iteration 26Q: 3 clusters Score -2.120804e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 165362 members 
Entering Unmasked Estep 
Score: -21208172.000000 Penalty: 5964.662109
	Iteration 27Q: 3 clusters Score -2.120817e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 165542 members 
Entering Unmasked Estep 
Score: -21208274.000000 Penalty: 5964.662109
	Iteration 28Q: 3 clusters Score -2.120827e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 165680 members 
Entering Unmasked Estep 
Score: -21208344.000000 Penalty: 5964.662109
	Iteration 29Q: 3 clusters Score -2.120834e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 165762 members 
Entering Unmasked Estep 
Score: -21208404.000000 Penalty: 5964.662109
	Iteration 30Q: 3 clusters Score -2.12084e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -21208488.000000 Penalty: 5964.662109
	Iteration 31Q: 3 clusters Score -2.120849e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 165865 members 
Entering Unmasked Estep 
Score: -21208510.000000 Penalty: 5964.662109
	Iteration 32Q: 3 clusters Score -2.120851e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 165896 members 
Entering Unmasked Estep 
Score: -21208502.000000 Penalty: 5964.662109
	Iteration 33Q: 3 clusters Score -2.12085e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 165924 members 
Entering Unmasked Estep 
Score: -21208522.000000 Penalty: 5964.662109
	Iteration 34Q: 3 clusters Score -2.120852e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 165948 members 
Entering Unmasked Estep 
Score: -21208530.000000 Penalty: 5964.662109
	Iteration 35Q: 3 clusters Score -2.120853e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 165975 members 
Entering Unmasked Estep 
Score: -21208560.000000 Penalty: 5964.662109
	Iteration 36Q: 3 clusters Score -2.120856e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 165990 members 
Entering Unmasked Estep 
Score: -21208556.000000 Penalty: 5964.662109
	Iteration 37Q: 3 clusters Score -2.120856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 166000 members 
Entering Unmasked Estep 
Score: -21208542.000000 Penalty: 5964.662109
	Iteration 38Q: 3 clusters Score -2.120854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 166012 members 
Entering Unmasked Estep 
Score: -21208552.000000 Penalty: 5964.662109
	Iteration 39Q: 3 clusters Score -2.120855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 166022 members 
Entering Unmasked Estep 
Score: -21208566.000000 Penalty: 5964.662109
	Iteration 40F: 3 clusters Score -2.120857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 166031 members 
Entering Unmasked Estep 
Score: -21208572.000000 Penalty: 5964.662109
	Iteration 41Q: 3 clusters Score -2.120857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 166039 members 
Entering Unmasked Estep 
Score: -21208576.000000 Penalty: 5964.662109
	Iteration 42Q: 3 clusters Score -2.120858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 166046 members 
Entering Unmasked Estep 
Score: -21208578.000000 Penalty: 5964.662109
	Iteration 43Q: 3 clusters Score -2.120858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 166056 members 
Entering Unmasked Estep 
Score: -21208582.000000 Penalty: 5964.662109
	Iteration 44Q: 3 clusters Score -2.120858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 166065 members 
Entering Unmasked Estep 
Score: -21208594.000000 Penalty: 5964.662109
	Iteration 45Q: 3 clusters Score -2.120859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 166067 members 
Entering Unmasked Estep 
Score: -21208590.000000 Penalty: 5964.662109
	Iteration 46Q: 3 clusters Score -2.120859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 166068 members 
Entering Unmasked Estep 
Score: -21208594.000000 Penalty: 5964.662109
	Iteration 47Q: 3 clusters Score -2.120859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 166070 members 
Entering Unmasked Estep 
Score: -21208580.000000 Penalty: 5964.662109
	Iteration 48Q: 3 clusters Score -2.120858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 166070 members 
Entering Unmasked Estep 
Score: -21208580.000000 Penalty: 5964.662109
	Iteration 49F: 3 clusters Score -2.120858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46374 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175962 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158803 members 
Mstep: Class 10 contains 143592 members 
Mstep: Class 11 contains 11932 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151086 members 
Mstep: Class 15 contains 81540 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149893 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41193 members 
Mstep: Class 20 contains 71882 members 
Mstep: Class 22 contains 166963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344768.000000 Penalty: 73281.218750
Iteration 399Q: 22 clusters Score -1.613448e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46376 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175969 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158813 members 
Mstep: Class 10 contains 143569 members 
Mstep: Class 11 contains 11932 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151068 members 
Mstep: Class 15 contains 81534 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149879 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41190 members 
Mstep: Class 20 contains 71889 members 
Mstep: Class 22 contains 166998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344704.000000 Penalty: 73281.218750
Iteration 400F: 22 clusters Score -1.613447e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46379 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175972 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158823 members 
Mstep: Class 10 contains 143549 members 
Mstep: Class 11 contains 11933 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151056 members 
Mstep: Class 15 contains 81529 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149862 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41180 members 
Mstep: Class 20 contains 71893 members 
Mstep: Class 22 contains 167041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344624.000000 Penalty: 73281.218750
Iteration 401Q: 22 clusters Score -1.613446e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46383 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175979 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158821 members 
Mstep: Class 10 contains 143534 members 
Mstep: Class 11 contains 11937 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151057 members 
Mstep: Class 15 contains 81533 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149862 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41172 members 
Mstep: Class 20 contains 71890 members 
Mstep: Class 22 contains 167053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344640.000000 Penalty: 73281.218750
Iteration 402Q: 22 clusters Score -1.613446e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46386 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175987 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158827 members 
Mstep: Class 10 contains 143522 members 
Mstep: Class 11 contains 11936 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151063 members 
Mstep: Class 15 contains 81536 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149846 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41167 members 
Mstep: Class 20 contains 71891 members 
Mstep: Class 22 contains 167059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344576.000000 Penalty: 73281.218750
Iteration 403Q: 22 clusters Score -1.613446e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46389 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 176000 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158810 members 
Mstep: Class 10 contains 143510 members 
Mstep: Class 11 contains 11936 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151072 members 
Mstep: Class 15 contains 81545 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149834 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41161 members 
Mstep: Class 20 contains 71895 members 
Mstep: Class 22 contains 167062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344496.000000 Penalty: 73281.218750
Iteration 404Q: 22 clusters Score -1.613445e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73132 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46389 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 176016 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158788 members 
Mstep: Class 10 contains 143505 members 
Mstep: Class 11 contains 11937 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151071 members 
Mstep: Class 15 contains 81549 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149830 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41164 members 
Mstep: Class 20 contains 71902 members 
Mstep: Class 22 contains 167054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344480.000000 Penalty: 73281.218750
Iteration 405Q: 22 clusters Score -1.613445e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73136 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46389 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 176011 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158790 members 
Mstep: Class 10 contains 143507 members 
Mstep: Class 11 contains 11938 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151068 members 
Mstep: Class 15 contains 81547 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149833 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41167 members 
Mstep: Class 20 contains 71908 members 
Mstep: Class 22 contains 167042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344640.000000 Penalty: 73281.218750
Iteration 406Q: 22 clusters Score -1.613446e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46390 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175987 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158804 members 
Mstep: Class 10 contains 143506 members 
Mstep: Class 11 contains 11939 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151071 members 
Mstep: Class 15 contains 81547 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149842 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41167 members 
Mstep: Class 20 contains 71908 members 
Mstep: Class 22 contains 167036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344704.000000 Penalty: 73281.218750
Iteration 407Q: 22 clusters Score -1.613447e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73138 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46393 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175957 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158831 members 
Mstep: Class 10 contains 143502 members 
Mstep: Class 11 contains 11938 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151054 members 
Mstep: Class 15 contains 81541 members 
Mstep: Class 16 contains 9720 members 
Mstep: Class 17 contains 149861 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41170 members 
Mstep: Class 20 contains 71914 members 
Mstep: Class 22 contains 167038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344816.000000 Penalty: 73281.218750
Iteration 408Q: 22 clusters Score -1.613448e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46396 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175932 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158850 members 
Mstep: Class 10 contains 143494 members 
Mstep: Class 11 contains 11941 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151041 members 
Mstep: Class 15 contains 81543 members 
Mstep: Class 16 contains 9720 members 
Mstep: Class 17 contains 149871 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41167 members 
Mstep: Class 20 contains 71917 members 
Mstep: Class 22 contains 167045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344816.000000 Penalty: 73281.218750
Iteration 409Q: 22 clusters Score -1.613448e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73142 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46397 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175945 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158855 members 
Mstep: Class 10 contains 143483 members 
Mstep: Class 11 contains 11941 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151034 members 
Mstep: Class 15 contains 81542 members 
Mstep: Class 16 contains 9720 members 
Mstep: Class 17 contains 149866 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41171 members 
Mstep: Class 20 contains 71907 members 
Mstep: Class 22 contains 167055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344864.000000 Penalty: 73281.218750
Iteration 410Q: 22 clusters Score -1.613449e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46396 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175951 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158854 members 
Mstep: Class 10 contains 143464 members 
Mstep: Class 11 contains 11946 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151036 members 
Mstep: Class 15 contains 81545 members 
Mstep: Class 16 contains 9720 members 
Mstep: Class 17 contains 149862 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41171 members 
Mstep: Class 20 contains 71898 members 
Mstep: Class 22 contains 167069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344880.000000 Penalty: 73281.218750
Iteration 411Q: 22 clusters Score -1.613449e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46395 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175952 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158876 members 
Mstep: Class 10 contains 143465 members 
Mstep: Class 11 contains 11948 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151035 members 
Mstep: Class 15 contains 81544 members 
Mstep: Class 16 contains 9720 members 
Mstep: Class 17 contains 149851 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41169 members 
Mstep: Class 20 contains 71883 members 
Mstep: Class 22 contains 167073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344992.000000 Penalty: 73281.218750
Iteration 412Q: 22 clusters Score -1.61345e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73152 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46395 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175946 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158885 members 
Mstep: Class 10 contains 143457 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151033 members 
Mstep: Class 15 contains 81544 members 
Mstep: Class 16 contains 9720 members 
Mstep: Class 17 contains 149849 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41169 members 
Mstep: Class 20 contains 71882 members 
Mstep: Class 22 contains 167077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344960.000000 Penalty: 73281.218750
Iteration 413Q: 22 clusters Score -1.61345e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73159 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46396 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175925 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158912 members 
Mstep: Class 10 contains 143455 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151020 members 
Mstep: Class 15 contains 81542 members 
Mstep: Class 16 contains 9720 members 
Mstep: Class 17 contains 149848 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41169 members 
Mstep: Class 20 contains 71876 members 
Mstep: Class 22 contains 167087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344848.000000 Penalty: 73281.218750
Iteration 414Q: 22 clusters Score -1.613448e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46397 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175904 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158928 members 
Mstep: Class 10 contains 143454 members 
Mstep: Class 11 contains 11951 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 151012 members 
Mstep: Class 15 contains 81551 members 
Mstep: Class 16 contains 9720 members 
Mstep: Class 17 contains 149837 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41166 members 
Mstep: Class 20 contains 71869 members 
Mstep: Class 22 contains 167101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344912.000000 Penalty: 73281.218750
Iteration 415Q: 22 clusters Score -1.613449e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46398 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175881 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158956 members 
Mstep: Class 10 contains 143452 members 
Mstep: Class 11 contains 11956 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150995 members 
Mstep: Class 15 contains 81546 members 
Mstep: Class 16 contains 9720 members 
Mstep: Class 17 contains 149843 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41163 members 
Mstep: Class 20 contains 71867 members 
Mstep: Class 22 contains 167111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344880.000000 Penalty: 73281.218750
Iteration 416Q: 22 clusters Score -1.613449e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73169 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46398 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175880 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158965 members 
Mstep: Class 10 contains 143445 members 
Mstep: Class 11 contains 11957 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150984 members 
Mstep: Class 15 contains 81547 members 
Mstep: Class 16 contains 9720 members 
Mstep: Class 17 contains 149838 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41160 members 
Mstep: Class 20 contains 71862 members 
Mstep: Class 22 contains 167133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344960.000000 Penalty: 73281.218750
Iteration 417Q: 22 clusters Score -1.61345e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46398 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175877 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158979 members 
Mstep: Class 10 contains 143440 members 
Mstep: Class 11 contains 11957 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150972 members 
Mstep: Class 15 contains 81549 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149826 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41156 members 
Mstep: Class 20 contains 71860 members 
Mstep: Class 22 contains 167163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344976.000000 Penalty: 73281.218750
Iteration 418Q: 22 clusters Score -1.61345e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46398 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175870 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158989 members 
Mstep: Class 10 contains 143423 members 
Mstep: Class 11 contains 11957 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150967 members 
Mstep: Class 15 contains 81551 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149814 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41155 members 
Mstep: Class 20 contains 71864 members 
Mstep: Class 22 contains 167190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344848.000000 Penalty: 73281.218750
Iteration 419Q: 22 clusters Score -1.613448e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73161 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46398 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175853 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 158997 members 
Mstep: Class 10 contains 143409 members 
Mstep: Class 11 contains 11956 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150955 members 
Mstep: Class 15 contains 81554 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149810 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41157 members 
Mstep: Class 20 contains 71869 members 
Mstep: Class 22 contains 167219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344976.000000 Penalty: 73281.218750
Iteration 420F: 22 clusters Score -1.61345e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46398 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175842 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159009 members 
Mstep: Class 10 contains 143402 members 
Mstep: Class 11 contains 11955 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150944 members 
Mstep: Class 15 contains 81556 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149807 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41155 members 
Mstep: Class 20 contains 71877 members 
Mstep: Class 22 contains 167219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344992.000000 Penalty: 73281.218750
Iteration 421Q: 22 clusters Score -1.61345e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46398 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175825 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159028 members 
Mstep: Class 10 contains 143396 members 
Mstep: Class 11 contains 11958 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150935 members 
Mstep: Class 15 contains 81557 members 
Mstep: Class 16 contains 9720 members 
Mstep: Class 17 contains 149803 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41154 members 
Mstep: Class 20 contains 71886 members 
Mstep: Class 22 contains 167223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344912.000000 Penalty: 73281.218750
Iteration 422Q: 22 clusters Score -1.613449e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73184 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46398 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175816 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159039 members 
Mstep: Class 10 contains 143408 members 
Mstep: Class 11 contains 11959 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150928 members 
Mstep: Class 15 contains 81555 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149792 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41154 members 
Mstep: Class 20 contains 71886 members 
Mstep: Class 22 contains 167217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344912.000000 Penalty: 73281.218750
Iteration 423Q: 22 clusters Score -1.613449e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46397 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175802 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159047 members 
Mstep: Class 10 contains 143408 members 
Mstep: Class 11 contains 11959 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150924 members 
Mstep: Class 15 contains 81553 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149784 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41155 members 
Mstep: Class 20 contains 71890 members 
Mstep: Class 22 contains 167231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345072.000000 Penalty: 73281.218750
Iteration 424Q: 22 clusters Score -1.613451e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73185 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46397 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175796 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159065 members 
Mstep: Class 10 contains 143390 members 
Mstep: Class 11 contains 11957 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150917 members 
Mstep: Class 15 contains 81558 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149778 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41160 members 
Mstep: Class 20 contains 71895 members 
Mstep: Class 22 contains 167238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345072.000000 Penalty: 73281.218750
Iteration 425Q: 22 clusters Score -1.613451e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73187 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46396 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175778 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159085 members 
Mstep: Class 10 contains 143382 members 
Mstep: Class 11 contains 11958 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150903 members 
Mstep: Class 15 contains 81560 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149770 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41157 members 
Mstep: Class 20 contains 71904 members 
Mstep: Class 22 contains 167256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344880.000000 Penalty: 73281.218750
Iteration 426Q: 22 clusters Score -1.613449e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46396 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175776 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159106 members 
Mstep: Class 10 contains 143369 members 
Mstep: Class 11 contains 11961 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150889 members 
Mstep: Class 15 contains 81562 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149761 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41151 members 
Mstep: Class 20 contains 71912 members 
Mstep: Class 22 contains 167260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344960.000000 Penalty: 73281.218750
Iteration 427Q: 22 clusters Score -1.61345e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46396 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175797 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159115 members 
Mstep: Class 10 contains 143358 members 
Mstep: Class 11 contains 11960 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150871 members 
Mstep: Class 15 contains 81566 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149766 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41143 members 
Mstep: Class 20 contains 71913 members 
Mstep: Class 22 contains 167255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344880.000000 Penalty: 73281.218750
Iteration 428Q: 22 clusters Score -1.613449e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73208 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46397 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175796 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159117 members 
Mstep: Class 10 contains 143351 members 
Mstep: Class 11 contains 11959 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150863 members 
Mstep: Class 15 contains 81570 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149763 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41139 members 
Mstep: Class 20 contains 71914 members 
Mstep: Class 22 contains 167259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345024.000000 Penalty: 73281.218750
Iteration 429Q: 22 clusters Score -1.61345e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73211 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46400 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175804 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159110 members 
Mstep: Class 10 contains 143343 members 
Mstep: Class 11 contains 11958 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150862 members 
Mstep: Class 15 contains 81574 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149758 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41131 members 
Mstep: Class 20 contains 71920 members 
Mstep: Class 22 contains 167265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345072.000000 Penalty: 73281.218750
Iteration 430Q: 22 clusters Score -1.613451e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46404 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175823 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159100 members 
Mstep: Class 10 contains 143344 members 
Mstep: Class 11 contains 11958 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150871 members 
Mstep: Class 15 contains 81574 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149747 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41118 members 
Mstep: Class 20 contains 71922 members 
Mstep: Class 22 contains 167262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345072.000000 Penalty: 73281.218750
Iteration 431Q: 22 clusters Score -1.613451e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46407 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175839 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159084 members 
Mstep: Class 10 contains 143346 members 
Mstep: Class 11 contains 11958 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150871 members 
Mstep: Class 15 contains 81577 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149740 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41116 members 
Mstep: Class 20 contains 71928 members 
Mstep: Class 22 contains 167257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345248.000000 Penalty: 73281.218750
Iteration 432Q: 22 clusters Score -1.613452e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46409 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175866 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159066 members 
Mstep: Class 10 contains 143336 members 
Mstep: Class 11 contains 11959 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150861 members 
Mstep: Class 15 contains 81577 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 149743 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41111 members 
Mstep: Class 20 contains 71935 members 
Mstep: Class 22 contains 167255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345264.000000 Penalty: 73281.218750
Iteration 433Q: 22 clusters Score -1.613453e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46409 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175874 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159067 members 
Mstep: Class 10 contains 143328 members 
Mstep: Class 11 contains 11959 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150866 members 
Mstep: Class 15 contains 81575 members 
Mstep: Class 16 contains 9722 members 
Mstep: Class 17 contains 149750 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41111 members 
Mstep: Class 20 contains 71938 members 
Mstep: Class 22 contains 167241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345152.000000 Penalty: 73281.218750
Iteration 434Q: 22 clusters Score -1.613452e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46410 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175864 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159085 members 
Mstep: Class 10 contains 143311 members 
Mstep: Class 11 contains 11962 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150866 members 
Mstep: Class 15 contains 81571 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149753 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41109 members 
Mstep: Class 20 contains 71946 members 
Mstep: Class 22 contains 167230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345184.000000 Penalty: 73281.218750
Iteration 435Q: 22 clusters Score -1.613452e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73234 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46413 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175842 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159104 members 
Mstep: Class 10 contains 143304 members 
Mstep: Class 11 contains 11962 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150863 members 
Mstep: Class 15 contains 81578 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149760 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41107 members 
Mstep: Class 20 contains 71955 members 
Mstep: Class 22 contains 167212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345280.000000 Penalty: 73281.218750
Iteration 436Q: 22 clusters Score -1.613453e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73229 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46414 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175823 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159112 members 
Mstep: Class 10 contains 143294 members 
Mstep: Class 11 contains 11963 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150854 members 
Mstep: Class 15 contains 81589 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149764 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41106 members 
Mstep: Class 20 contains 71965 members 
Mstep: Class 22 contains 167221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345216.000000 Penalty: 73281.218750
Iteration 437Q: 22 clusters Score -1.613452e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73222 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46415 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175790 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159128 members 
Mstep: Class 10 contains 143301 members 
Mstep: Class 11 contains 11963 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150849 members 
Mstep: Class 15 contains 81599 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149772 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41104 members 
Mstep: Class 20 contains 71976 members 
Mstep: Class 22 contains 167216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345168.000000 Penalty: 73281.218750
Iteration 438Q: 22 clusters Score -1.613452e+08 nChanged 338
Entering ConstructFrom: 
Score: -161345168.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (73224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Entering Unmasked Estep 
Score: -9413885.000000 Penalty: 2777.916992
	Iteration 0F: 2 clusters Score -9413885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -9364877.000000 Penalty: 5555.833984
	Iteration 0F: 3 clusters Score -9364877 nChanged 34237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -9384402.000000 Penalty: 5555.833984
	Iteration 1F: 3 clusters Score -9384402 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -9385037.000000 Penalty: 5555.833984
	Iteration 2Q: 3 clusters Score -9385037 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -9385834.000000 Penalty: 5555.833984
	Iteration 3Q: 3 clusters Score -9385834 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -9387051.000000 Penalty: 5555.833984
	Iteration 4Q: 3 clusters Score -9387051 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -9388993.000000 Penalty: 5555.833984
	Iteration 5F: 3 clusters Score -9388993 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -9392475.000000 Penalty: 5555.833984
	Iteration 6F: 3 clusters Score -9392475 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -9397742.000000 Penalty: 5555.833984
	Iteration 7F: 3 clusters Score -9397742 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -9403926.000000 Penalty: 5555.833984
	Iteration 8F: 3 clusters Score -9403926 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -9408457.000000 Penalty: 5555.833984
	Iteration 9F: 3 clusters Score -9408457 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9410445.000000 Penalty: 5555.833984
	Iteration 10Q: 3 clusters Score -9410445 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9411032.000000 Penalty: 5555.833984
	Iteration 11Q: 3 clusters Score -9411032 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72870 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9411266.000000 Penalty: 5555.833984
	Iteration 12Q: 3 clusters Score -9411266 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72922 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9411351.000000 Penalty: 5555.833984
	Iteration 13Q: 3 clusters Score -9411351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72944 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9411391.000000 Penalty: 5555.833984
	Iteration 14Q: 3 clusters Score -9411391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9411429.000000 Penalty: 5555.833984
	Iteration 15Q: 3 clusters Score -9411429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9411440.000000 Penalty: 5555.833984
	Iteration 16Q: 3 clusters Score -9411440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72965 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9411451.000000 Penalty: 5555.833984
	Iteration 17Q: 3 clusters Score -9411451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72969 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9411467.000000 Penalty: 5555.833984
	Iteration 18Q: 3 clusters Score -9411467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72970 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9411468.000000 Penalty: 5555.833984
	Iteration 19Q: 3 clusters Score -9411468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72970 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9411468.000000 Penalty: 5555.833984
	Iteration 20F: 3 clusters Score -9411468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -87910.507812 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -87910.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -86130.140625 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -86130.14 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -86623.648438 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -86623.65 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -86934.445312 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -86934.45 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -87351.101562 Penalty: 3331.430908
	Iteration 3F: 3 clusters Score -87351.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -87673.726562 Penalty: 3331.430908
	Iteration 4F: 3 clusters Score -87673.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -87917.062500 Penalty: 3331.430908
	Iteration 5F: 3 clusters Score -87917.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -88033.679688 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -88033.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -88123.453125 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -88123.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88228.828125 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -88228.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88453.656250 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -88453.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88668.312500 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -88668.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88669.656250 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -88669.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88673.257812 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -88673.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88677.515625 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -88677.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88677.515625 Penalty: 3331.430908
	Iteration 14F: 3 clusters Score -88677.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 396 members 
Mstep: Class 3 contains 46416 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175770 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159157 members 
Mstep: Class 10 contains 143306 members 
Mstep: Class 11 contains 11965 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150840 members 
Mstep: Class 15 contains 81610 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149769 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41099 members 
Mstep: Class 20 contains 71980 members 
Mstep: Class 21 contains 430 members 
Mstep: Class 22 contains 167200 members 
Entering Unmasked Estep 
Score: -161344016.000000 Penalty: 76770.804688
Splitting cluster 2 changes total score from -161345168.000000 to -161344016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (46416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Entering Unmasked Estep 
Score: -5902003.000000 Penalty: 2664.859131
	Iteration 0F: 2 clusters Score -5902003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -5870892.500000 Penalty: 5329.718262
	Iteration 0F: 3 clusters Score -5870892 nChanged 21151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -5882457.500000 Penalty: 5329.718262
	Iteration 1F: 3 clusters Score -5882458 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -5882877.000000 Penalty: 5329.718262
	Iteration 2Q: 3 clusters Score -5882877 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -5883265.000000 Penalty: 5329.718262
	Iteration 3Q: 3 clusters Score -5883265 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -5883740.500000 Penalty: 5329.718262
	Iteration 4Q: 3 clusters Score -5883740 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -5884353.500000 Penalty: 5329.718262
	Iteration 5Q: 3 clusters Score -5884354 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -5885244.500000 Penalty: 5329.718262
	Iteration 6Q: 3 clusters Score -5885244 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -5886748.000000 Penalty: 5329.718262
	Iteration 7F: 3 clusters Score -5886748 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -5889251.000000 Penalty: 5329.718262
	Iteration 8F: 3 clusters Score -5889251 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -5892641.500000 Penalty: 5329.718262
	Iteration 9F: 3 clusters Score -5892642 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -5895880.500000 Penalty: 5329.718262
	Iteration 10F: 3 clusters Score -5895880 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -5898131.000000 Penalty: 5329.718262
	Iteration 11Q: 3 clusters Score -5898131 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -5899075.500000 Penalty: 5329.718262
	Iteration 12Q: 3 clusters Score -5899076 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -5899517.500000 Penalty: 5329.718262
	Iteration 13Q: 3 clusters Score -5899518 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -5899774.000000 Penalty: 5329.718262
	Iteration 14Q: 3 clusters Score -5899774 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -5899922.000000 Penalty: 5329.718262
	Iteration 15Q: 3 clusters Score -5899922 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -5900015.500000 Penalty: 5329.718262
	Iteration 16Q: 3 clusters Score -5900016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -5900064.000000 Penalty: 5329.718262
	Iteration 17Q: 3 clusters Score -5900064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -5900094.500000 Penalty: 5329.718262
	Iteration 18Q: 3 clusters Score -5900094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -5900128.500000 Penalty: 5329.718262
	Iteration 19Q: 3 clusters Score -5900128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -5900139.500000 Penalty: 5329.718262
	Iteration 20F: 3 clusters Score -5900140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -5900148.500000 Penalty: 5329.718262
	Iteration 21Q: 3 clusters Score -5900148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -5900136.000000 Penalty: 5329.718262
	Iteration 22Q: 3 clusters Score -5900136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -5900154.500000 Penalty: 5329.718262
	Iteration 23Q: 3 clusters Score -5900154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -5900161.000000 Penalty: 5329.718262
	Iteration 24Q: 3 clusters Score -5900161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -5900174.500000 Penalty: 5329.718262
	Iteration 25Q: 3 clusters Score -5900174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -5900180.000000 Penalty: 5329.718262
	Iteration 26Q: 3 clusters Score -5900180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -5900192.500000 Penalty: 5329.718262
	Iteration 27Q: 3 clusters Score -5900192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -5900191.000000 Penalty: 5329.718262
	Iteration 28Q: 3 clusters Score -5900191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -5900199.000000 Penalty: 5329.718262
	Iteration 29Q: 3 clusters Score -5900199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -5900211.000000 Penalty: 5329.718262
	Iteration 30Q: 3 clusters Score -5900211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -5900223.500000 Penalty: 5329.718262
	Iteration 31Q: 3 clusters Score -5900224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -5900231.500000 Penalty: 5329.718262
	Iteration 32Q: 3 clusters Score -5900232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -5900222.500000 Penalty: 5329.718262
	Iteration 33Q: 3 clusters Score -5900222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -5900235.000000 Penalty: 5329.718262
	Iteration 34Q: 3 clusters Score -5900235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -5900234.500000 Penalty: 5329.718262
	Iteration 35Q: 3 clusters Score -5900234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -5900231.000000 Penalty: 5329.718262
	Iteration 36Q: 3 clusters Score -5900231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -5900240.000000 Penalty: 5329.718262
	Iteration 37Q: 3 clusters Score -5900240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -5900240.000000 Penalty: 5329.718262
	Iteration 38Q: 3 clusters Score -5900240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -5900244.000000 Penalty: 5329.718262
	Iteration 39Q: 3 clusters Score -5900244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -5900249.500000 Penalty: 5329.718262
	Iteration 40F: 3 clusters Score -5900250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -5900249.500000 Penalty: 5329.718262
	Iteration 41Q: 3 clusters Score -5900250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -5900249.500000 Penalty: 5329.718262
	Iteration 42Q: 3 clusters Score -5900250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -5900256.500000 Penalty: 5329.718262
	Iteration 43Q: 3 clusters Score -5900256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -5900264.000000 Penalty: 5329.718262
	Iteration 44Q: 3 clusters Score -5900264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -5900267.000000 Penalty: 5329.718262
	Iteration 45Q: 3 clusters Score -5900267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -5900269.000000 Penalty: 5329.718262
	Iteration 46Q: 3 clusters Score -5900269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -5900274.000000 Penalty: 5329.718262
	Iteration 47Q: 3 clusters Score -5900274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -5900278.500000 Penalty: 5329.718262
	Iteration 48Q: 3 clusters Score -5900278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -5900277.500000 Penalty: 5329.718262
	Iteration 49Q: 3 clusters Score -5900278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -5900278.000000 Penalty: 5329.718262
	Iteration 50Q: 3 clusters Score -5900278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -5900280.000000 Penalty: 5329.718262
	Iteration 51Q: 3 clusters Score -5900280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -5900289.000000 Penalty: 5329.718262
	Iteration 52Q: 3 clusters Score -5900289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -5900288.500000 Penalty: 5329.718262
	Iteration 53Q: 3 clusters Score -5900288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -5900289.000000 Penalty: 5329.718262
	Iteration 54Q: 3 clusters Score -5900289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -5900287.000000 Penalty: 5329.718262
	Iteration 55Q: 3 clusters Score -5900287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -5900287.000000 Penalty: 5329.718262
	Iteration 56F: 3 clusters Score -5900287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -60368.742188 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -60368.74 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 317 members 
Entering Unmasked Estep 
Score: -58765.503906 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -58765.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59135.167969 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -59135.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59381.886719 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -59381.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59658.593750 Penalty: 3189.940186
	Iteration 3F: 3 clusters Score -59658.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59945.417969 Penalty: 3189.940186
	Iteration 4Q: 3 clusters Score -59945.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60163.523438 Penalty: 3189.940186
	Iteration 5Q: 3 clusters Score -60163.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60323.085938 Penalty: 3189.940186
	Iteration 6F: 3 clusters Score -60323.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60524.300781 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -60524.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60848.582031 Penalty: 3189.940186
	Iteration 8Q: 3 clusters Score -60848.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61398.421875 Penalty: 3189.940186
	Iteration 9Q: 3 clusters Score -61398.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61428.015625 Penalty: 3189.940186
	Iteration 10Q: 3 clusters Score -61428.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61459.527344 Penalty: 3189.940186
	Iteration 11Q: 3 clusters Score -61459.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61479.925781 Penalty: 3189.940186
	Iteration 12Q: 3 clusters Score -61479.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61491.968750 Penalty: 3189.940186
	Iteration 13Q: 3 clusters Score -61491.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61499.457031 Penalty: 3189.940186
	Iteration 14Q: 3 clusters Score -61499.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61505.144531 Penalty: 3189.940186
	Iteration 15F: 3 clusters Score -61505.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61513.074219 Penalty: 3189.940186
	Iteration 16Q: 3 clusters Score -61513.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61534.449219 Penalty: 3189.940186
	Iteration 17Q: 3 clusters Score -61534.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61557.843750 Penalty: 3189.940186
	Iteration 18Q: 3 clusters Score -61557.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61572.074219 Penalty: 3189.940186
	Iteration 19Q: 3 clusters Score -61572.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61572.074219 Penalty: 3189.940186
	Iteration 20F: 3 clusters Score -61572.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46416 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175770 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159157 members 
Mstep: Class 10 contains 143306 members 
Mstep: Class 11 contains 11965 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150840 members 
Mstep: Class 15 contains 81610 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149769 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41099 members 
Mstep: Class 20 contains 71980 members 
Mstep: Class 21 contains 266 members 
Mstep: Class 22 contains 167200 members 
Entering Unmasked Estep 
Score: -161344224.000000 Penalty: 76770.804688
Splitting cluster 4 changes total score from -161345168.000000 to -161344224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -126242.500000 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -126242.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -124269.562500 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -124269.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -124539.765625 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -124539.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -124612.976562 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -124613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -124660.796875 Penalty: 3456.549805
	Iteration 3Q: 3 clusters Score -124660.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -124705.703125 Penalty: 3456.549805
	Iteration 4Q: 3 clusters Score -124705.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -124725.203125 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -124725.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -124734.726562 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -124734.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -124746.937500 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -124746.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -124750.460938 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -124750.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -124757.164062 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -124757.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -124769.359375 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -124769.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -124791.937500 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -124791.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -124804.914062 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -124804.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -124810.546875 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -124810.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -124815.539062 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -124815.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -124817.554688 Penalty: 3456.549805
	Iteration 15Q: 3 clusters Score -124817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -124818.601562 Penalty: 3456.549805
	Iteration 16Q: 3 clusters Score -124818.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -124819.171875 Penalty: 3456.549805
	Iteration 17Q: 3 clusters Score -124819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -124819.171875 Penalty: 3456.549805
	Iteration 18F: 3 clusters Score -124819.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (175770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175770 members 
Entering Unmasked Estep 
Score: -22551044.000000 Penalty: 2995.079102
	Iteration 0F: 2 clusters Score -2.255104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87912 members 
Mstep: Class 2 contains 87858 members 
Entering Unmasked Estep 
Score: -22439846.000000 Penalty: 5990.158203
	Iteration 0F: 3 clusters Score -2.243985e+07 nChanged 84396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87810 members 
Mstep: Class 2 contains 87960 members 
Entering Unmasked Estep 
Score: -22489162.000000 Penalty: 5990.158203
	Iteration 1F: 3 clusters Score -2.248916e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87789 members 
Mstep: Class 2 contains 87981 members 
Entering Unmasked Estep 
Score: -22489820.000000 Penalty: 5990.158203
	Iteration 2Q: 3 clusters Score -2.248982e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87701 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -22490794.000000 Penalty: 5990.158203
	Iteration 3Q: 3 clusters Score -2.249079e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87516 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -22491796.000000 Penalty: 5990.158203
	Iteration 4Q: 3 clusters Score -2.24918e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87265 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -22492746.000000 Penalty: 5990.158203
	Iteration 5Q: 3 clusters Score -2.249275e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86864 members 
Mstep: Class 2 contains 88906 members 
Entering Unmasked Estep 
Score: -22494104.000000 Penalty: 5990.158203
	Iteration 6Q: 3 clusters Score -2.24941e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86221 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -22496118.000000 Penalty: 5990.158203
	Iteration 7Q: 3 clusters Score -2.249612e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85404 members 
Mstep: Class 2 contains 90366 members 
Entering Unmasked Estep 
Score: -22499144.000000 Penalty: 5990.158203
	Iteration 8Q: 3 clusters Score -2.249914e+07 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 91293 members 
Entering Unmasked Estep 
Score: -22503974.000000 Penalty: 5990.158203
	Iteration 9Q: 3 clusters Score -2.250397e+07 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 92299 members 
Entering Unmasked Estep 
Score: -22511430.000000 Penalty: 5990.158203
	Iteration 10F: 3 clusters Score -2.251143e+07 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 93136 members 
Entering Unmasked Estep 
Score: -22519396.000000 Penalty: 5990.158203
	Iteration 11F: 3 clusters Score -2.25194e+07 nChanged 9778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 93762 members 
Entering Unmasked Estep 
Score: -22524152.000000 Penalty: 5990.158203
	Iteration 12F: 3 clusters Score -2.252415e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81339 members 
Mstep: Class 2 contains 94431 members 
Entering Unmasked Estep 
Score: -22525530.000000 Penalty: 5990.158203
	Iteration 13Q: 3 clusters Score -2.252553e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 95115 members 
Entering Unmasked Estep 
Score: -22525946.000000 Penalty: 5990.158203
	Iteration 14Q: 3 clusters Score -2.252595e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79924 members 
Mstep: Class 2 contains 95846 members 
Entering Unmasked Estep 
Score: -22526186.000000 Penalty: 5990.158203
	Iteration 15Q: 3 clusters Score -2.252619e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 96612 members 
Entering Unmasked Estep 
Score: -22526426.000000 Penalty: 5990.158203
	Iteration 16Q: 3 clusters Score -2.252643e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78318 members 
Mstep: Class 2 contains 97452 members 
Entering Unmasked Estep 
Score: -22526516.000000 Penalty: 5990.158203
	Iteration 17Q: 3 clusters Score -2.252652e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77420 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
Score: -22526756.000000 Penalty: 5990.158203
	Iteration 18Q: 3 clusters Score -2.252676e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76496 members 
Mstep: Class 2 contains 99274 members 
Entering Unmasked Estep 
Score: -22526936.000000 Penalty: 5990.158203
	Iteration 19Q: 3 clusters Score -2.252694e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75449 members 
Mstep: Class 2 contains 100321 members 
Entering Unmasked Estep 
Score: -22527086.000000 Penalty: 5990.158203
	Iteration 20F: 3 clusters Score -2.252709e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74345 members 
Mstep: Class 2 contains 101425 members 
Entering Unmasked Estep 
Score: -22527322.000000 Penalty: 5990.158203
	Iteration 21Q: 3 clusters Score -2.252732e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73142 members 
Mstep: Class 2 contains 102628 members 
Entering Unmasked Estep 
Score: -22527504.000000 Penalty: 5990.158203
	Iteration 22Q: 3 clusters Score -2.25275e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 103928 members 
Entering Unmasked Estep 
Score: -22527740.000000 Penalty: 5990.158203
	Iteration 23Q: 3 clusters Score -2.252774e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 105349 members 
Entering Unmasked Estep 
Score: -22528028.000000 Penalty: 5990.158203
	Iteration 24Q: 3 clusters Score -2.252803e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 106858 members 
Entering Unmasked Estep 
Score: -22528426.000000 Penalty: 5990.158203
	Iteration 25Q: 3 clusters Score -2.252843e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 108470 members 
Entering Unmasked Estep 
Score: -22528794.000000 Penalty: 5990.158203
	Iteration 26Q: 3 clusters Score -2.252879e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 110172 members 
Entering Unmasked Estep 
Score: -22529170.000000 Penalty: 5990.158203
	Iteration 27Q: 3 clusters Score -2.252917e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 111911 members 
Entering Unmasked Estep 
Score: -22529514.000000 Penalty: 5990.158203
	Iteration 28Q: 3 clusters Score -2.252951e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 113694 members 
Entering Unmasked Estep 
Score: -22529858.000000 Penalty: 5990.158203
	Iteration 29Q: 3 clusters Score -2.252986e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 115564 members 
Entering Unmasked Estep 
Score: -22530430.000000 Penalty: 5990.158203
	Iteration 30Q: 3 clusters Score -2.253043e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 117545 members 
Entering Unmasked Estep 
Score: -22531016.000000 Penalty: 5990.158203
	Iteration 31Q: 3 clusters Score -2.253102e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56107 members 
Mstep: Class 2 contains 119663 members 
Entering Unmasked Estep 
Score: -22531642.000000 Penalty: 5990.158203
	Iteration 32Q: 3 clusters Score -2.253164e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 121901 members 
Entering Unmasked Estep 
Score: -22532146.000000 Penalty: 5990.158203
	Iteration 33Q: 3 clusters Score -2.253215e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 124363 members 
Entering Unmasked Estep 
Score: -22532944.000000 Penalty: 5990.158203
	Iteration 34Q: 3 clusters Score -2.253294e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 126851 members 
Entering Unmasked Estep 
Score: -22533612.000000 Penalty: 5990.158203
	Iteration 35Q: 3 clusters Score -2.253361e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 129414 members 
Entering Unmasked Estep 
Score: -22534564.000000 Penalty: 5990.158203
	Iteration 36Q: 3 clusters Score -2.253456e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 132007 members 
Entering Unmasked Estep 
Score: -22535390.000000 Penalty: 5990.158203
	Iteration 37Q: 3 clusters Score -2.253539e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 134639 members 
Entering Unmasked Estep 
Score: -22536250.000000 Penalty: 5990.158203
	Iteration 38Q: 3 clusters Score -2.253625e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 137255 members 
Entering Unmasked Estep 
Score: -22537232.000000 Penalty: 5990.158203
	Iteration 39Q: 3 clusters Score -2.253723e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 139939 members 
Entering Unmasked Estep 
Score: -22538200.000000 Penalty: 5990.158203
	Iteration 40F: 3 clusters Score -2.25382e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 142642 members 
Entering Unmasked Estep 
Score: -22539168.000000 Penalty: 5990.158203
	Iteration 41Q: 3 clusters Score -2.253917e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 145276 members 
Entering Unmasked Estep 
Score: -22540066.000000 Penalty: 5990.158203
	Iteration 42Q: 3 clusters Score -2.254007e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 147960 members 
Entering Unmasked Estep 
Score: -22541220.000000 Penalty: 5990.158203
	Iteration 43Q: 3 clusters Score -2.254122e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 150784 members 
Entering Unmasked Estep 
Score: -22542236.000000 Penalty: 5990.158203
	Iteration 44Q: 3 clusters Score -2.254224e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 153655 members 
Entering Unmasked Estep 
Score: -22543236.000000 Penalty: 5990.158203
	Iteration 45Q: 3 clusters Score -2.254324e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 156545 members 
Entering Unmasked Estep 
Score: -22544278.000000 Penalty: 5990.158203
	Iteration 46Q: 3 clusters Score -2.254428e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 159509 members 
Entering Unmasked Estep 
Score: -22544894.000000 Penalty: 5990.158203
	Iteration 47Q: 3 clusters Score -2.254489e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 162314 members 
Entering Unmasked Estep 
Score: -22545348.000000 Penalty: 5990.158203
	Iteration 48Q: 3 clusters Score -2.254535e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 164926 members 
Entering Unmasked Estep 
Score: -22546036.000000 Penalty: 5990.158203
	Iteration 49Q: 3 clusters Score -2.254604e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 167378 members 
Entering Unmasked Estep 
Score: -22546626.000000 Penalty: 5990.158203
	Iteration 50Q: 3 clusters Score -2.254663e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 169452 members 
Entering Unmasked Estep 
Score: -22547128.000000 Penalty: 5990.158203
	Iteration 51Q: 3 clusters Score -2.254713e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 171170 members 
Entering Unmasked Estep 
Score: -22547460.000000 Penalty: 5990.158203
	Iteration 52Q: 3 clusters Score -2.254746e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 172492 members 
Entering Unmasked Estep 
Score: -22547742.000000 Penalty: 5990.158203
	Iteration 53Q: 3 clusters Score -2.254774e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 173492 members 
Entering Unmasked Estep 
Score: -22547940.000000 Penalty: 5990.158203
	Iteration 54Q: 3 clusters Score -2.254794e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 174196 members 
Entering Unmasked Estep 
Score: -22548124.000000 Penalty: 5990.158203
	Iteration 55Q: 3 clusters Score -2.254812e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 174665 members 
Entering Unmasked Estep 
Score: -22548254.000000 Penalty: 5990.158203
	Iteration 56Q: 3 clusters Score -2.254825e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 174945 members 
Entering Unmasked Estep 
Score: -22548310.000000 Penalty: 5990.158203
	Iteration 57Q: 3 clusters Score -2.254831e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 175115 members 
Entering Unmasked Estep 
Score: -22548392.000000 Penalty: 5990.158203
	Iteration 58Q: 3 clusters Score -2.254839e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 175213 members 
Entering Unmasked Estep 
Score: -22548432.000000 Penalty: 5990.158203
	Iteration 59Q: 3 clusters Score -2.254843e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 175284 members 
Entering Unmasked Estep 
Score: -22548460.000000 Penalty: 5990.158203
	Iteration 60F: 3 clusters Score -2.254846e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 175322 members 
Entering Unmasked Estep 
Score: -22548484.000000 Penalty: 5990.158203
	Iteration 61Q: 3 clusters Score -2.254848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 175340 members 
Entering Unmasked Estep 
Score: -22548476.000000 Penalty: 5990.158203
	Iteration 62Q: 3 clusters Score -2.254848e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 175357 members 
Entering Unmasked Estep 
Score: -22548498.000000 Penalty: 5990.158203
	Iteration 63Q: 3 clusters Score -2.25485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 175373 members 
Entering Unmasked Estep 
Score: -22548502.000000 Penalty: 5990.158203
	Iteration 64Q: 3 clusters Score -2.25485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 175380 members 
Entering Unmasked Estep 
Score: -22548512.000000 Penalty: 5990.158203
	Iteration 65Q: 3 clusters Score -2.254851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 175387 members 
Entering Unmasked Estep 
Score: -22548520.000000 Penalty: 5990.158203
	Iteration 66Q: 3 clusters Score -2.254852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 175394 members 
Entering Unmasked Estep 
Score: -22548522.000000 Penalty: 5990.158203
	Iteration 67Q: 3 clusters Score -2.254852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 175406 members 
Entering Unmasked Estep 
Score: -22548530.000000 Penalty: 5990.158203
	Iteration 68Q: 3 clusters Score -2.254853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 175410 members 
Entering Unmasked Estep 
Score: -22548524.000000 Penalty: 5990.158203
	Iteration 69Q: 3 clusters Score -2.254852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 175414 members 
Entering Unmasked Estep 
Score: -22548520.000000 Penalty: 5990.158203
	Iteration 70Q: 3 clusters Score -2.254852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 175415 members 
Entering Unmasked Estep 
Score: -22548534.000000 Penalty: 5990.158203
	Iteration 71Q: 3 clusters Score -2.254853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 175416 members 
Entering Unmasked Estep 
Score: -22548524.000000 Penalty: 5990.158203
	Iteration 72Q: 3 clusters Score -2.254852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 175419 members 
Entering Unmasked Estep 
Score: -22548530.000000 Penalty: 5990.158203
	Iteration 73Q: 3 clusters Score -2.254853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 175423 members 
Entering Unmasked Estep 
Score: -22548534.000000 Penalty: 5990.158203
	Iteration 74Q: 3 clusters Score -2.254853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 175427 members 
Entering Unmasked Estep 
Score: -22548530.000000 Penalty: 5990.158203
	Iteration 75Q: 3 clusters Score -2.254853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 175430 members 
Entering Unmasked Estep 
Score: -22548536.000000 Penalty: 5990.158203
	Iteration 76Q: 3 clusters Score -2.254854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 175432 members 
Entering Unmasked Estep 
Score: -22548530.000000 Penalty: 5990.158203
	Iteration 77Q: 3 clusters Score -2.254853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 175434 members 
Entering Unmasked Estep 
Score: -22548526.000000 Penalty: 5990.158203
	Iteration 78Q: 3 clusters Score -2.254853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 175436 members 
Entering Unmasked Estep 
Score: -22548528.000000 Penalty: 5990.158203
	Iteration 79Q: 3 clusters Score -2.254853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 175436 members 
Entering Unmasked Estep 
Score: -22548534.000000 Penalty: 5990.158203
	Iteration 80F: 3 clusters Score -2.254853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 175436 members 
Entering Unmasked Estep 
Score: -22548538.000000 Penalty: 5990.158203
	Iteration 81Q: 3 clusters Score -2.254854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 175440 members 
Entering Unmasked Estep 
Score: -22548554.000000 Penalty: 5990.158203
	Iteration 82Q: 3 clusters Score -2.254855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 175440 members 
Entering Unmasked Estep 
Score: -22548552.000000 Penalty: 5990.158203
	Iteration 83Q: 3 clusters Score -2.254855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 175440 members 
Entering Unmasked Estep 
Score: -22548552.000000 Penalty: 5990.158203
	Iteration 84F: 3 clusters Score -2.254855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -91380.273438 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -91380.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -89621.343750 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -89621.34 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89892.851562 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -89892.85 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -89961.820312 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -89961.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90013.390625 Penalty: 3311.208252
	Iteration 3Q: 3 clusters Score -90013.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90054.968750 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -90054.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90097.734375 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -90097.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -90134.382812 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -90134.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -90176.796875 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -90176.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90219.000000 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -90219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -90321.210938 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -90321.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90384.406250 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -90384.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -90444.421875 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -90444.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -90508.437500 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -90508.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -90570.023438 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -90570.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -90613.296875 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -90613.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90649.945312 Penalty: 3311.208252
	Iteration 15Q: 3 clusters Score -90649.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -90680.867188 Penalty: 3311.208252
	Iteration 16Q: 3 clusters Score -90680.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -90716.101562 Penalty: 3311.208252
	Iteration 17Q: 3 clusters Score -90716.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -90738.265625 Penalty: 3311.208252
	Iteration 18Q: 3 clusters Score -90738.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -90756.585938 Penalty: 3311.208252
	Iteration 19Q: 3 clusters Score -90756.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -90777.898438 Penalty: 3311.208252
	Iteration 20F: 3 clusters Score -90777.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -90805.906250 Penalty: 3311.208252
	Iteration 21Q: 3 clusters Score -90805.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -90815.773438 Penalty: 3311.208252
	Iteration 22Q: 3 clusters Score -90815.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -90820.789062 Penalty: 3311.208252
	Iteration 23Q: 3 clusters Score -90820.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -90827.273438 Penalty: 3311.208252
	Iteration 24Q: 3 clusters Score -90827.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -90828.812500 Penalty: 3311.208252
	Iteration 25Q: 3 clusters Score -90828.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -90830.890625 Penalty: 3311.208252
	Iteration 26Q: 3 clusters Score -90830.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -90834.507812 Penalty: 3311.208252
	Iteration 27Q: 3 clusters Score -90834.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -90834.507812 Penalty: 3311.208252
	Iteration 28F: 3 clusters Score -90834.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -64178.855469 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -64178.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62577.503906 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -62577.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -62846.031250 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -62846.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62975.808594 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -62975.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63123.296875 Penalty: 3198.649170
	Iteration 3F: 3 clusters Score -63123.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63236.292969 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -63236.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63326.171875 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -63326.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63428.847656 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -63428.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63497.902344 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -63497.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63542.121094 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -63542.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63608.734375 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -63608.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63730.835938 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -63730.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63803.957031 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -63803.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63854.507812 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -63854.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63888.167969 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -63888.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63919.507812 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -63919.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63969.992188 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -63969.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64025.046875 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -64025.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64070.250000 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -64070.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64116.500000 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -64116.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64184.429688 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -64184.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64247.230469 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -64247.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -64365.562500 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -64365.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -64372.894531 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -64372.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64378.218750 Penalty: 3198.649170
	Iteration 23Q: 3 clusters Score -64378.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64378.218750 Penalty: 3198.649170
	Iteration 24F: 3 clusters Score -64378.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46416 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175770 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 159157 members 
Mstep: Class 10 contains 143306 members 
Mstep: Class 11 contains 11965 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150840 members 
Mstep: Class 15 contains 81610 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149769 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41099 members 
Mstep: Class 20 contains 71980 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 167200 members 
Entering Unmasked Estep 
Score: -161343392.000000 Penalty: 76770.804688
Splitting cluster 8 changes total score from -161345168.000000 to -161343392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (159157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159157 members 
Entering Unmasked Estep 
Score: -20222052.000000 Penalty: 2970.456299
	Iteration 0F: 2 clusters Score -2.022205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79309 members 
Mstep: Class 2 contains 79848 members 
Entering Unmasked Estep 
Score: -20117558.000000 Penalty: 5940.912598
	Iteration 0F: 3 clusters Score -2.011756e+07 nChanged 75789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78674 members 
Mstep: Class 2 contains 80483 members 
Entering Unmasked Estep 
Score: -20161462.000000 Penalty: 5940.912598
	Iteration 1F: 3 clusters Score -2.016146e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78167 members 
Mstep: Class 2 contains 80990 members 
Entering Unmasked Estep 
Score: -20162304.000000 Penalty: 5940.912598
	Iteration 2Q: 3 clusters Score -2.01623e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77526 members 
Mstep: Class 2 contains 81631 members 
Entering Unmasked Estep 
Score: -20163798.000000 Penalty: 5940.912598
	Iteration 3Q: 3 clusters Score -2.01638e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76489 members 
Mstep: Class 2 contains 82668 members 
Entering Unmasked Estep 
Score: -20165640.000000 Penalty: 5940.912598
	Iteration 4Q: 3 clusters Score -2.016564e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 84392 members 
Entering Unmasked Estep 
Score: -20168614.000000 Penalty: 5940.912598
	Iteration 5Q: 3 clusters Score -2.016861e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -20173120.000000 Penalty: 5940.912598
	Iteration 6Q: 3 clusters Score -2.017312e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69388 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -20179096.000000 Penalty: 5940.912598
	Iteration 7F: 3 clusters Score -2.01791e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 92792 members 
Entering Unmasked Estep 
Score: -20185864.000000 Penalty: 5940.912598
	Iteration 8F: 3 clusters Score -2.018586e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 95131 members 
Entering Unmasked Estep 
Score: -20191924.000000 Penalty: 5940.912598
	Iteration 9F: 3 clusters Score -2.019192e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 96452 members 
Entering Unmasked Estep 
Score: -20197086.000000 Penalty: 5940.912598
	Iteration 10F: 3 clusters Score -2.019709e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 96535 members 
Entering Unmasked Estep 
Score: -20201844.000000 Penalty: 5940.912598
	Iteration 11F: 3 clusters Score -2.020184e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Mstep: Class 2 contains 95609 members 
Entering Unmasked Estep 
Score: -20206120.000000 Penalty: 5940.912598
	Iteration 12Q: 3 clusters Score -2.020612e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 93838 members 
Entering Unmasked Estep 
Score: -20209586.000000 Penalty: 5940.912598
	Iteration 13Q: 3 clusters Score -2.020959e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67345 members 
Mstep: Class 2 contains 91812 members 
Entering Unmasked Estep 
Score: -20211960.000000 Penalty: 5940.912598
	Iteration 14Q: 3 clusters Score -2.021196e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 89862 members 
Entering Unmasked Estep 
Score: -20213784.000000 Penalty: 5940.912598
	Iteration 15Q: 3 clusters Score -2.021378e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71118 members 
Mstep: Class 2 contains 88039 members 
Entering Unmasked Estep 
Score: -20215412.000000 Penalty: 5940.912598
	Iteration 16Q: 3 clusters Score -2.021541e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72598 members 
Mstep: Class 2 contains 86559 members 
Entering Unmasked Estep 
Score: -20216430.000000 Penalty: 5940.912598
	Iteration 17Q: 3 clusters Score -2.021643e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 85278 members 
Entering Unmasked Estep 
Score: -20217044.000000 Penalty: 5940.912598
	Iteration 18Q: 3 clusters Score -2.021704e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -20217546.000000 Penalty: 5940.912598
	Iteration 19Q: 3 clusters Score -2.021755e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76065 members 
Mstep: Class 2 contains 83092 members 
Entering Unmasked Estep 
Score: -20217786.000000 Penalty: 5940.912598
	Iteration 20F: 3 clusters Score -2.021779e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -20218038.000000 Penalty: 5940.912598
	Iteration 21Q: 3 clusters Score -2.021804e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78057 members 
Mstep: Class 2 contains 81100 members 
Entering Unmasked Estep 
Score: -20218156.000000 Penalty: 5940.912598
	Iteration 22Q: 3 clusters Score -2.021816e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -20218278.000000 Penalty: 5940.912598
	Iteration 23Q: 3 clusters Score -2.021828e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79934 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -20218340.000000 Penalty: 5940.912598
	Iteration 24Q: 3 clusters Score -2.021834e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80877 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -20218382.000000 Penalty: 5940.912598
	Iteration 25Q: 3 clusters Score -2.021838e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -20218504.000000 Penalty: 5940.912598
	Iteration 26Q: 3 clusters Score -2.02185e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82772 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -20218602.000000 Penalty: 5940.912598
	Iteration 27Q: 3 clusters Score -2.02186e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83756 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -20218700.000000 Penalty: 5940.912598
	Iteration 28Q: 3 clusters Score -2.02187e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 74399 members 
Entering Unmasked Estep 
Score: -20218810.000000 Penalty: 5940.912598
	Iteration 29Q: 3 clusters Score -2.021881e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85733 members 
Mstep: Class 2 contains 73424 members 
Entering Unmasked Estep 
Score: -20218912.000000 Penalty: 5940.912598
	Iteration 30Q: 3 clusters Score -2.021891e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86757 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -20219052.000000 Penalty: 5940.912598
	Iteration 31Q: 3 clusters Score -2.021905e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87754 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
Score: -20219166.000000 Penalty: 5940.912598
	Iteration 32Q: 3 clusters Score -2.021917e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88722 members 
Mstep: Class 2 contains 70435 members 
Entering Unmasked Estep 
Score: -20219274.000000 Penalty: 5940.912598
	Iteration 33Q: 3 clusters Score -2.021927e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89725 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -20219412.000000 Penalty: 5940.912598
	Iteration 34Q: 3 clusters Score -2.021941e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90706 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -20219620.000000 Penalty: 5940.912598
	Iteration 35Q: 3 clusters Score -2.021962e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91705 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -20219794.000000 Penalty: 5940.912598
	Iteration 36Q: 3 clusters Score -2.021979e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92652 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -20219906.000000 Penalty: 5940.912598
	Iteration 37Q: 3 clusters Score -2.021991e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93582 members 
Mstep: Class 2 contains 65575 members 
Entering Unmasked Estep 
Score: -20219928.000000 Penalty: 5940.912598
	Iteration 38Q: 3 clusters Score -2.021993e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94462 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
Score: -20220076.000000 Penalty: 5940.912598
	Iteration 39Q: 3 clusters Score -2.022008e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95325 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -20220076.000000 Penalty: 5940.912598
	Iteration 40F: 3 clusters Score -2.022008e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96210 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -20220196.000000 Penalty: 5940.912598
	Iteration 41Q: 3 clusters Score -2.02202e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97105 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -20220342.000000 Penalty: 5940.912598
	Iteration 42Q: 3 clusters Score -2.022034e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -20220404.000000 Penalty: 5940.912598
	Iteration 43Q: 3 clusters Score -2.02204e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -20220582.000000 Penalty: 5940.912598
	Iteration 44Q: 3 clusters Score -2.022058e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99640 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -20220758.000000 Penalty: 5940.912598
	Iteration 45Q: 3 clusters Score -2.022076e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100448 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -20220724.000000 Penalty: 5940.912598
	Iteration 46Q: 3 clusters Score -2.022072e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101207 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -20220792.000000 Penalty: 5940.912598
	Iteration 47Q: 3 clusters Score -2.022079e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101914 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -20220776.000000 Penalty: 5940.912598
	Iteration 48Q: 3 clusters Score -2.022078e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102575 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -20220868.000000 Penalty: 5940.912598
	Iteration 49Q: 3 clusters Score -2.022087e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103224 members 
Mstep: Class 2 contains 55933 members 
Entering Unmasked Estep 
Score: -20220942.000000 Penalty: 5940.912598
	Iteration 50Q: 3 clusters Score -2.022094e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -20220966.000000 Penalty: 5940.912598
	Iteration 51Q: 3 clusters Score -2.022097e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104543 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -20221084.000000 Penalty: 5940.912598
	Iteration 52Q: 3 clusters Score -2.022108e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105186 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -20221128.000000 Penalty: 5940.912598
	Iteration 53Q: 3 clusters Score -2.022113e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105823 members 
Mstep: Class 2 contains 53334 members 
Entering Unmasked Estep 
Score: -20221166.000000 Penalty: 5940.912598
	Iteration 54Q: 3 clusters Score -2.022117e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106449 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -20221248.000000 Penalty: 5940.912598
	Iteration 55Q: 3 clusters Score -2.022125e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107053 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -20221306.000000 Penalty: 5940.912598
	Iteration 56Q: 3 clusters Score -2.022131e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107657 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -20221368.000000 Penalty: 5940.912598
	Iteration 57Q: 3 clusters Score -2.022137e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108256 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -20221422.000000 Penalty: 5940.912598
	Iteration 58Q: 3 clusters Score -2.022142e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108842 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -20221484.000000 Penalty: 5940.912598
	Iteration 59Q: 3 clusters Score -2.022148e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109433 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -20221524.000000 Penalty: 5940.912598
	Iteration 60F: 3 clusters Score -2.022152e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109983 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -20221682.000000 Penalty: 5940.912598
	Iteration 61Q: 3 clusters Score -2.022168e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110535 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -20221706.000000 Penalty: 5940.912598
	Iteration 62Q: 3 clusters Score -2.022171e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111078 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -20221820.000000 Penalty: 5940.912598
	Iteration 63Q: 3 clusters Score -2.022182e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111557 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -20221862.000000 Penalty: 5940.912598
	Iteration 64Q: 3 clusters Score -2.022186e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112037 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -20221906.000000 Penalty: 5940.912598
	Iteration 65Q: 3 clusters Score -2.022191e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112476 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -20221970.000000 Penalty: 5940.912598
	Iteration 66Q: 3 clusters Score -2.022197e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112904 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -20222014.000000 Penalty: 5940.912598
	Iteration 67Q: 3 clusters Score -2.022201e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113321 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -20222052.000000 Penalty: 5940.912598
	Iteration 68Q: 3 clusters Score -2.022205e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113744 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -20222028.000000 Penalty: 5940.912598
	Iteration 69Q: 3 clusters Score -2.022203e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114166 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -20222068.000000 Penalty: 5940.912598
	Iteration 70Q: 3 clusters Score -2.022207e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114567 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -20222098.000000 Penalty: 5940.912598
	Iteration 71Q: 3 clusters Score -2.02221e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114971 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -20222108.000000 Penalty: 5940.912598
	Iteration 72Q: 3 clusters Score -2.022211e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115341 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -20222164.000000 Penalty: 5940.912598
	Iteration 73Q: 3 clusters Score -2.022216e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115710 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -20222206.000000 Penalty: 5940.912598
	Iteration 74Q: 3 clusters Score -2.022221e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116054 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -20222224.000000 Penalty: 5940.912598
	Iteration 75Q: 3 clusters Score -2.022222e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116395 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -20222266.000000 Penalty: 5940.912598
	Iteration 76Q: 3 clusters Score -2.022227e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116723 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -20222258.000000 Penalty: 5940.912598
	Iteration 77Q: 3 clusters Score -2.022226e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117024 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -20222268.000000 Penalty: 5940.912598
	Iteration 78Q: 3 clusters Score -2.022227e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117324 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -20222316.000000 Penalty: 5940.912598
	Iteration 79Q: 3 clusters Score -2.022232e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117616 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -20222284.000000 Penalty: 5940.912598
	Iteration 80F: 3 clusters Score -2.022228e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117898 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -20222350.000000 Penalty: 5940.912598
	Iteration 81Q: 3 clusters Score -2.022235e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118168 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -20222360.000000 Penalty: 5940.912598
	Iteration 82Q: 3 clusters Score -2.022236e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118411 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -20222378.000000 Penalty: 5940.912598
	Iteration 83Q: 3 clusters Score -2.022238e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118653 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -20222428.000000 Penalty: 5940.912598
	Iteration 84Q: 3 clusters Score -2.022243e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118890 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -20222470.000000 Penalty: 5940.912598
	Iteration 85Q: 3 clusters Score -2.022247e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119119 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -20222504.000000 Penalty: 5940.912598
	Iteration 86Q: 3 clusters Score -2.02225e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119351 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -20222536.000000 Penalty: 5940.912598
	Iteration 87Q: 3 clusters Score -2.022254e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119619 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -20222576.000000 Penalty: 5940.912598
	Iteration 88Q: 3 clusters Score -2.022258e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119868 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -20222510.000000 Penalty: 5940.912598
	Iteration 89Q: 3 clusters Score -2.022251e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120129 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -20222576.000000 Penalty: 5940.912598
	Iteration 90Q: 3 clusters Score -2.022258e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120391 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -20222550.000000 Penalty: 5940.912598
	Iteration 91Q: 3 clusters Score -2.022255e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120665 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -20222580.000000 Penalty: 5940.912598
	Iteration 92Q: 3 clusters Score -2.022258e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120917 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -20222610.000000 Penalty: 5940.912598
	Iteration 93Q: 3 clusters Score -2.022261e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121144 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -20222602.000000 Penalty: 5940.912598
	Iteration 94Q: 3 clusters Score -2.02226e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121377 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -20222648.000000 Penalty: 5940.912598
	Iteration 95Q: 3 clusters Score -2.022265e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121583 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -20222624.000000 Penalty: 5940.912598
	Iteration 96Q: 3 clusters Score -2.022262e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121790 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -20222618.000000 Penalty: 5940.912598
	Iteration 97Q: 3 clusters Score -2.022262e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121985 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -20222662.000000 Penalty: 5940.912598
	Iteration 98Q: 3 clusters Score -2.022266e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122179 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -20222676.000000 Penalty: 5940.912598
	Iteration 99Q: 3 clusters Score -2.022268e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122385 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -20222660.000000 Penalty: 5940.912598
	Iteration 100F: 3 clusters Score -2.022266e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122603 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -20222712.000000 Penalty: 5940.912598
	Iteration 101Q: 3 clusters Score -2.022271e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122819 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -20222700.000000 Penalty: 5940.912598
	Iteration 102Q: 3 clusters Score -2.02227e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123042 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -20222690.000000 Penalty: 5940.912598
	Iteration 103Q: 3 clusters Score -2.022269e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123253 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -20222708.000000 Penalty: 5940.912598
	Iteration 104Q: 3 clusters Score -2.022271e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123452 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -20222722.000000 Penalty: 5940.912598
	Iteration 105Q: 3 clusters Score -2.022272e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123623 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -20222744.000000 Penalty: 5940.912598
	Iteration 106Q: 3 clusters Score -2.022274e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123772 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -20222692.000000 Penalty: 5940.912598
	Iteration 107Q: 3 clusters Score -2.022269e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123930 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -20222684.000000 Penalty: 5940.912598
	Iteration 108Q: 3 clusters Score -2.022268e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124093 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -20222696.000000 Penalty: 5940.912598
	Iteration 109Q: 3 clusters Score -2.02227e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124242 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -20222744.000000 Penalty: 5940.912598
	Iteration 110Q: 3 clusters Score -2.022274e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124382 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -20222746.000000 Penalty: 5940.912598
	Iteration 111Q: 3 clusters Score -2.022275e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124520 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -20222802.000000 Penalty: 5940.912598
	Iteration 112Q: 3 clusters Score -2.02228e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124662 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -20222750.000000 Penalty: 5940.912598
	Iteration 113Q: 3 clusters Score -2.022275e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124802 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -20222742.000000 Penalty: 5940.912598
	Iteration 114Q: 3 clusters Score -2.022274e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124950 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -20222766.000000 Penalty: 5940.912598
	Iteration 115Q: 3 clusters Score -2.022277e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125095 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -20222762.000000 Penalty: 5940.912598
	Iteration 116Q: 3 clusters Score -2.022276e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125221 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -20222768.000000 Penalty: 5940.912598
	Iteration 117Q: 3 clusters Score -2.022277e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125351 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -20222830.000000 Penalty: 5940.912598
	Iteration 118Q: 3 clusters Score -2.022283e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125481 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -20222818.000000 Penalty: 5940.912598
	Iteration 119Q: 3 clusters Score -2.022282e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125593 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -20222824.000000 Penalty: 5940.912598
	Iteration 120F: 3 clusters Score -2.022282e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125711 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -20222772.000000 Penalty: 5940.912598
	Iteration 121Q: 3 clusters Score -2.022277e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125830 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -20222796.000000 Penalty: 5940.912598
	Iteration 122Q: 3 clusters Score -2.02228e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125941 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -20222748.000000 Penalty: 5940.912598
	Iteration 123Q: 3 clusters Score -2.022275e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126019 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -20222718.000000 Penalty: 5940.912598
	Iteration 124Q: 3 clusters Score -2.022272e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126095 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -20222714.000000 Penalty: 5940.912598
	Iteration 125Q: 3 clusters Score -2.022271e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126178 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -20222718.000000 Penalty: 5940.912598
	Iteration 126Q: 3 clusters Score -2.022272e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126256 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -20222730.000000 Penalty: 5940.912598
	Iteration 127Q: 3 clusters Score -2.022273e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126324 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -20222722.000000 Penalty: 5940.912598
	Iteration 128Q: 3 clusters Score -2.022272e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126392 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -20222768.000000 Penalty: 5940.912598
	Iteration 129Q: 3 clusters Score -2.022277e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126472 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -20222772.000000 Penalty: 5940.912598
	Iteration 130Q: 3 clusters Score -2.022277e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126544 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -20222784.000000 Penalty: 5940.912598
	Iteration 131Q: 3 clusters Score -2.022278e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126611 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -20222770.000000 Penalty: 5940.912598
	Iteration 132Q: 3 clusters Score -2.022277e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -20222748.000000 Penalty: 5940.912598
	Iteration 133Q: 3 clusters Score -2.022275e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126747 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -20222782.000000 Penalty: 5940.912598
	Iteration 134Q: 3 clusters Score -2.022278e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126821 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -20222776.000000 Penalty: 5940.912598
	Iteration 135Q: 3 clusters Score -2.022278e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126885 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -20222776.000000 Penalty: 5940.912598
	Iteration 136Q: 3 clusters Score -2.022278e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126942 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -20222772.000000 Penalty: 5940.912598
	Iteration 137Q: 3 clusters Score -2.022277e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127003 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -20222752.000000 Penalty: 5940.912598
	Iteration 138Q: 3 clusters Score -2.022275e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127055 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -20222756.000000 Penalty: 5940.912598
	Iteration 139Q: 3 clusters Score -2.022276e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127115 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -20222758.000000 Penalty: 5940.912598
	Iteration 140F: 3 clusters Score -2.022276e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127175 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -20222780.000000 Penalty: 5940.912598
	Iteration 141Q: 3 clusters Score -2.022278e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127232 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -20222738.000000 Penalty: 5940.912598
	Iteration 142Q: 3 clusters Score -2.022274e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127277 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -20222756.000000 Penalty: 5940.912598
	Iteration 143Q: 3 clusters Score -2.022276e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127324 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -20222756.000000 Penalty: 5940.912598
	Iteration 144Q: 3 clusters Score -2.022276e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127359 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -20222756.000000 Penalty: 5940.912598
	Iteration 145Q: 3 clusters Score -2.022276e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127397 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -20222742.000000 Penalty: 5940.912598
	Iteration 146Q: 3 clusters Score -2.022274e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127435 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -20222754.000000 Penalty: 5940.912598
	Iteration 147Q: 3 clusters Score -2.022275e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127481 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -20222752.000000 Penalty: 5940.912598
	Iteration 148Q: 3 clusters Score -2.022275e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127531 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -20222766.000000 Penalty: 5940.912598
	Iteration 149Q: 3 clusters Score -2.022277e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127570 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -20222770.000000 Penalty: 5940.912598
	Iteration 150Q: 3 clusters Score -2.022277e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127615 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -20222752.000000 Penalty: 5940.912598
	Iteration 151Q: 3 clusters Score -2.022275e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127663 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -20222740.000000 Penalty: 5940.912598
	Iteration 152Q: 3 clusters Score -2.022274e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127713 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -20222742.000000 Penalty: 5940.912598
	Iteration 153Q: 3 clusters Score -2.022274e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127770 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -20222740.000000 Penalty: 5940.912598
	Iteration 154Q: 3 clusters Score -2.022274e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127828 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -20222764.000000 Penalty: 5940.912598
	Iteration 155Q: 3 clusters Score -2.022276e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127885 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -20222782.000000 Penalty: 5940.912598
	Iteration 156Q: 3 clusters Score -2.022278e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127935 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -20222794.000000 Penalty: 5940.912598
	Iteration 157Q: 3 clusters Score -2.022279e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127987 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -20222778.000000 Penalty: 5940.912598
	Iteration 158Q: 3 clusters Score -2.022278e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128040 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -20222794.000000 Penalty: 5940.912598
	Iteration 159Q: 3 clusters Score -2.022279e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128084 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -20222774.000000 Penalty: 5940.912598
	Iteration 160F: 3 clusters Score -2.022277e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128116 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -20222816.000000 Penalty: 5940.912598
	Iteration 161Q: 3 clusters Score -2.022282e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128152 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -20222802.000000 Penalty: 5940.912598
	Iteration 162Q: 3 clusters Score -2.02228e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128194 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -20222792.000000 Penalty: 5940.912598
	Iteration 163Q: 3 clusters Score -2.022279e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128239 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -20222818.000000 Penalty: 5940.912598
	Iteration 164Q: 3 clusters Score -2.022282e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128282 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -20222826.000000 Penalty: 5940.912598
	Iteration 165Q: 3 clusters Score -2.022283e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128315 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -20222818.000000 Penalty: 5940.912598
	Iteration 166Q: 3 clusters Score -2.022282e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128345 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -20222830.000000 Penalty: 5940.912598
	Iteration 167Q: 3 clusters Score -2.022283e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128375 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -20222846.000000 Penalty: 5940.912598
	Iteration 168Q: 3 clusters Score -2.022285e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128408 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -20222852.000000 Penalty: 5940.912598
	Iteration 169Q: 3 clusters Score -2.022285e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128437 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -20222870.000000 Penalty: 5940.912598
	Iteration 170Q: 3 clusters Score -2.022287e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128468 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -20222848.000000 Penalty: 5940.912598
	Iteration 171Q: 3 clusters Score -2.022285e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128502 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -20222862.000000 Penalty: 5940.912598
	Iteration 172Q: 3 clusters Score -2.022286e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128528 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -20222876.000000 Penalty: 5940.912598
	Iteration 173Q: 3 clusters Score -2.022288e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128553 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -20222878.000000 Penalty: 5940.912598
	Iteration 174Q: 3 clusters Score -2.022288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128577 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -20222878.000000 Penalty: 5940.912598
	Iteration 175Q: 3 clusters Score -2.022288e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128602 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -20222888.000000 Penalty: 5940.912598
	Iteration 176Q: 3 clusters Score -2.022289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128627 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -20222880.000000 Penalty: 5940.912598
	Iteration 177Q: 3 clusters Score -2.022288e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128652 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -20222878.000000 Penalty: 5940.912598
	Iteration 178Q: 3 clusters Score -2.022288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128676 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -20222872.000000 Penalty: 5940.912598
	Iteration 179Q: 3 clusters Score -2.022287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128693 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -20222870.000000 Penalty: 5940.912598
	Iteration 180F: 3 clusters Score -2.022287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128709 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -20222890.000000 Penalty: 5940.912598
	Iteration 181Q: 3 clusters Score -2.022289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128718 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -20222874.000000 Penalty: 5940.912598
	Iteration 182Q: 3 clusters Score -2.022287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128728 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -20222888.000000 Penalty: 5940.912598
	Iteration 183Q: 3 clusters Score -2.022289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128741 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -20222892.000000 Penalty: 5940.912598
	Iteration 184Q: 3 clusters Score -2.022289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128755 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -20222900.000000 Penalty: 5940.912598
	Iteration 185Q: 3 clusters Score -2.02229e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128772 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -20222878.000000 Penalty: 5940.912598
	Iteration 186Q: 3 clusters Score -2.022288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128789 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -20222876.000000 Penalty: 5940.912598
	Iteration 187Q: 3 clusters Score -2.022288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128805 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -20222868.000000 Penalty: 5940.912598
	Iteration 188Q: 3 clusters Score -2.022287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128819 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -20222874.000000 Penalty: 5940.912598
	Iteration 189Q: 3 clusters Score -2.022287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128830 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -20222874.000000 Penalty: 5940.912598
	Iteration 190Q: 3 clusters Score -2.022287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128844 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -20222872.000000 Penalty: 5940.912598
	Iteration 191Q: 3 clusters Score -2.022287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128861 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -20222874.000000 Penalty: 5940.912598
	Iteration 192Q: 3 clusters Score -2.022287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128876 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -20222876.000000 Penalty: 5940.912598
	Iteration 193Q: 3 clusters Score -2.022288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128890 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -20222890.000000 Penalty: 5940.912598
	Iteration 194Q: 3 clusters Score -2.022289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128905 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -20222912.000000 Penalty: 5940.912598
	Iteration 195Q: 3 clusters Score -2.022291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128923 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -20222910.000000 Penalty: 5940.912598
	Iteration 196Q: 3 clusters Score -2.022291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128937 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -20222908.000000 Penalty: 5940.912598
	Iteration 197Q: 3 clusters Score -2.022291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128949 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -20222902.000000 Penalty: 5940.912598
	Iteration 198Q: 3 clusters Score -2.02229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128959 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -20222910.000000 Penalty: 5940.912598
	Iteration 199Q: 3 clusters Score -2.022291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128965 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -20222900.000000 Penalty: 5940.912598
	Iteration 200F: 3 clusters Score -2.02229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128971 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -20222908.000000 Penalty: 5940.912598
	Iteration 201Q: 3 clusters Score -2.022291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128977 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -20222904.000000 Penalty: 5940.912598
	Iteration 202Q: 3 clusters Score -2.02229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128985 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -20222894.000000 Penalty: 5940.912598
	Iteration 203Q: 3 clusters Score -2.022289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128994 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -20222894.000000 Penalty: 5940.912598
	Iteration 204Q: 3 clusters Score -2.022289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129003 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -20222912.000000 Penalty: 5940.912598
	Iteration 205Q: 3 clusters Score -2.022291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129013 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -20222906.000000 Penalty: 5940.912598
	Iteration 206Q: 3 clusters Score -2.022291e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129028 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -20222904.000000 Penalty: 5940.912598
	Iteration 207Q: 3 clusters Score -2.02229e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129050 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -20222894.000000 Penalty: 5940.912598
	Iteration 208Q: 3 clusters Score -2.022289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129065 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -20222892.000000 Penalty: 5940.912598
	Iteration 209Q: 3 clusters Score -2.022289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129079 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -20222900.000000 Penalty: 5940.912598
	Iteration 210Q: 3 clusters Score -2.02229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129093 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -20222888.000000 Penalty: 5940.912598
	Iteration 211Q: 3 clusters Score -2.022289e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129109 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -20222882.000000 Penalty: 5940.912598
	Iteration 212Q: 3 clusters Score -2.022288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129120 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -20222884.000000 Penalty: 5940.912598
	Iteration 213Q: 3 clusters Score -2.022288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129132 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -20222862.000000 Penalty: 5940.912598
	Iteration 214Q: 3 clusters Score -2.022286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129141 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -20222894.000000 Penalty: 5940.912598
	Iteration 215Q: 3 clusters Score -2.022289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129151 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -20222890.000000 Penalty: 5940.912598
	Iteration 216Q: 3 clusters Score -2.022289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129159 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -20222884.000000 Penalty: 5940.912598
	Iteration 217Q: 3 clusters Score -2.022288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129167 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -20222874.000000 Penalty: 5940.912598
	Iteration 218Q: 3 clusters Score -2.022287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129175 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -20222894.000000 Penalty: 5940.912598
	Iteration 219Q: 3 clusters Score -2.022289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129181 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -20222876.000000 Penalty: 5940.912598
	Iteration 220F: 3 clusters Score -2.022288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129187 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -20222888.000000 Penalty: 5940.912598
	Iteration 221Q: 3 clusters Score -2.022289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129195 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -20222890.000000 Penalty: 5940.912598
	Iteration 222Q: 3 clusters Score -2.022289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129203 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -20222888.000000 Penalty: 5940.912598
	Iteration 223Q: 3 clusters Score -2.022289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129214 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -20222894.000000 Penalty: 5940.912598
	Iteration 224Q: 3 clusters Score -2.022289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129224 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -20222872.000000 Penalty: 5940.912598
	Iteration 225Q: 3 clusters Score -2.022287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129233 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -20222866.000000 Penalty: 5940.912598
	Iteration 226Q: 3 clusters Score -2.022287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129240 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -20222886.000000 Penalty: 5940.912598
	Iteration 227Q: 3 clusters Score -2.022289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129244 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -20222892.000000 Penalty: 5940.912598
	Iteration 228Q: 3 clusters Score -2.022289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129248 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -20222914.000000 Penalty: 5940.912598
	Iteration 229Q: 3 clusters Score -2.022291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129254 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -20222908.000000 Penalty: 5940.912598
	Iteration 230Q: 3 clusters Score -2.022291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129261 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -20222894.000000 Penalty: 5940.912598
	Iteration 231Q: 3 clusters Score -2.022289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129272 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -20222898.000000 Penalty: 5940.912598
	Iteration 232Q: 3 clusters Score -2.02229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129280 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -20222900.000000 Penalty: 5940.912598
	Iteration 233Q: 3 clusters Score -2.02229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129286 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -20222892.000000 Penalty: 5940.912598
	Iteration 234Q: 3 clusters Score -2.022289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129294 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -20222882.000000 Penalty: 5940.912598
	Iteration 235Q: 3 clusters Score -2.022288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129302 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -20222878.000000 Penalty: 5940.912598
	Iteration 236Q: 3 clusters Score -2.022288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129315 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -20222878.000000 Penalty: 5940.912598
	Iteration 237Q: 3 clusters Score -2.022288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129328 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -20222880.000000 Penalty: 5940.912598
	Iteration 238Q: 3 clusters Score -2.022288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129339 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -20222872.000000 Penalty: 5940.912598
	Iteration 239Q: 3 clusters Score -2.022287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129349 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -20222850.000000 Penalty: 5940.912598
	Iteration 240F: 3 clusters Score -2.022285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129360 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -20222868.000000 Penalty: 5940.912598
	Iteration 241Q: 3 clusters Score -2.022287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129369 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -20222880.000000 Penalty: 5940.912598
	Iteration 242Q: 3 clusters Score -2.022288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129382 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -20222884.000000 Penalty: 5940.912598
	Iteration 243Q: 3 clusters Score -2.022288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129396 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -20222890.000000 Penalty: 5940.912598
	Iteration 244Q: 3 clusters Score -2.022289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129406 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -20222890.000000 Penalty: 5940.912598
	Iteration 245Q: 3 clusters Score -2.022289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129420 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -20222892.000000 Penalty: 5940.912598
	Iteration 246Q: 3 clusters Score -2.022289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129430 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -20222890.000000 Penalty: 5940.912598
	Iteration 247Q: 3 clusters Score -2.022289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129438 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -20222900.000000 Penalty: 5940.912598
	Iteration 248Q: 3 clusters Score -2.02229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129451 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -20222894.000000 Penalty: 5940.912598
	Iteration 249Q: 3 clusters Score -2.022289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129459 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -20222904.000000 Penalty: 5940.912598
	Iteration 250Q: 3 clusters Score -2.02229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129464 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -20222908.000000 Penalty: 5940.912598
	Iteration 251Q: 3 clusters Score -2.022291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129473 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -20222900.000000 Penalty: 5940.912598
	Iteration 252Q: 3 clusters Score -2.02229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129480 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -20222884.000000 Penalty: 5940.912598
	Iteration 253Q: 3 clusters Score -2.022288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129486 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -20222882.000000 Penalty: 5940.912598
	Iteration 254Q: 3 clusters Score -2.022288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129490 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -20222890.000000 Penalty: 5940.912598
	Iteration 255Q: 3 clusters Score -2.022289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129495 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -20222870.000000 Penalty: 5940.912598
	Iteration 256Q: 3 clusters Score -2.022287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129497 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -20222880.000000 Penalty: 5940.912598
	Iteration 257Q: 3 clusters Score -2.022288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129499 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -20222876.000000 Penalty: 5940.912598
	Iteration 258Q: 3 clusters Score -2.022288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129502 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -20222874.000000 Penalty: 5940.912598
	Iteration 259Q: 3 clusters Score -2.022287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129505 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -20222878.000000 Penalty: 5940.912598
	Iteration 260F: 3 clusters Score -2.022288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46416 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175770 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 129505 members 
Mstep: Class 10 contains 143306 members 
Mstep: Class 11 contains 11965 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150840 members 
Mstep: Class 15 contains 81610 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149769 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41099 members 
Mstep: Class 20 contains 71980 members 
Mstep: Class 21 contains 29652 members 
Mstep: Class 22 contains 167200 members 
Entering Unmasked Estep 
Score: -161343632.000000 Penalty: 76770.804688
Splitting cluster 9 changes total score from -161345168.000000 to -161343632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (143306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143306 members 
Entering Unmasked Estep 
Score: -18225590.000000 Penalty: 2944.438965
	Iteration 0F: 2 clusters Score -1.822559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -18130708.000000 Penalty: 5888.877930
	Iteration 0F: 3 clusters Score -1.813071e+07 nChanged 68383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71669 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
Score: -18170444.000000 Penalty: 5888.877930
	Iteration 1F: 3 clusters Score -1.817044e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71538 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -18171296.000000 Penalty: 5888.877930
	Iteration 2Q: 3 clusters Score -1.81713e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 71863 members 
Entering Unmasked Estep 
Score: -18172152.000000 Penalty: 5888.877930
	Iteration 3Q: 3 clusters Score -1.817215e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71318 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -18173558.000000 Penalty: 5888.877930
	Iteration 4Q: 3 clusters Score -1.817356e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71022 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -18175374.000000 Penalty: 5888.877930
	Iteration 5Q: 3 clusters Score -1.817537e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 72668 members 
Entering Unmasked Estep 
Score: -18177542.000000 Penalty: 5888.877930
	Iteration 6Q: 3 clusters Score -1.817754e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70107 members 
Mstep: Class 2 contains 73199 members 
Entering Unmasked Estep 
Score: -18180394.000000 Penalty: 5888.877930
	Iteration 7Q: 3 clusters Score -1.818039e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 73746 members 
Entering Unmasked Estep 
Score: -18184054.000000 Penalty: 5888.877930
	Iteration 8F: 3 clusters Score -1.818405e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68835 members 
Mstep: Class 2 contains 74471 members 
Entering Unmasked Estep 
Score: -18188432.000000 Penalty: 5888.877930
	Iteration 9F: 3 clusters Score -1.818843e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67949 members 
Mstep: Class 2 contains 75357 members 
Entering Unmasked Estep 
Score: -18193604.000000 Penalty: 5888.877930
	Iteration 10F: 3 clusters Score -1.81936e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 76171 members 
Entering Unmasked Estep 
Score: -18198710.000000 Penalty: 5888.877930
	Iteration 11F: 3 clusters Score -1.819871e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 76877 members 
Entering Unmasked Estep 
Score: -18202188.000000 Penalty: 5888.877930
	Iteration 12F: 3 clusters Score -1.820219e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65936 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -18203984.000000 Penalty: 5888.877930
	Iteration 13Q: 3 clusters Score -1.820398e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 77597 members 
Entering Unmasked Estep 
Score: -18204758.000000 Penalty: 5888.877930
	Iteration 14Q: 3 clusters Score -1.820476e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 77772 members 
Entering Unmasked Estep 
Score: -18205096.000000 Penalty: 5888.877930
	Iteration 15Q: 3 clusters Score -1.82051e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 77900 members 
Entering Unmasked Estep 
Score: -18205374.000000 Penalty: 5888.877930
	Iteration 16Q: 3 clusters Score -1.820537e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -18205504.000000 Penalty: 5888.877930
	Iteration 17Q: 3 clusters Score -1.82055e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 77982 members 
Entering Unmasked Estep 
Score: -18205654.000000 Penalty: 5888.877930
	Iteration 18Q: 3 clusters Score -1.820565e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -18205746.000000 Penalty: 5888.877930
	Iteration 19Q: 3 clusters Score -1.820575e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -18205826.000000 Penalty: 5888.877930
	Iteration 20F: 3 clusters Score -1.820583e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -18205880.000000 Penalty: 5888.877930
	Iteration 21Q: 3 clusters Score -1.820588e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -18205956.000000 Penalty: 5888.877930
	Iteration 22Q: 3 clusters Score -1.820596e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -18205998.000000 Penalty: 5888.877930
	Iteration 23Q: 3 clusters Score -1.8206e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 78692 members 
Entering Unmasked Estep 
Score: -18206102.000000 Penalty: 5888.877930
	Iteration 24Q: 3 clusters Score -1.82061e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -18206194.000000 Penalty: 5888.877930
	Iteration 25Q: 3 clusters Score -1.820619e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 78854 members 
Entering Unmasked Estep 
Score: -18206250.000000 Penalty: 5888.877930
	Iteration 26Q: 3 clusters Score -1.820625e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -18206304.000000 Penalty: 5888.877930
	Iteration 27Q: 3 clusters Score -1.82063e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64236 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -18206338.000000 Penalty: 5888.877930
	Iteration 28Q: 3 clusters Score -1.820634e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -18206396.000000 Penalty: 5888.877930
	Iteration 29Q: 3 clusters Score -1.82064e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 79366 members 
Entering Unmasked Estep 
Score: -18206442.000000 Penalty: 5888.877930
	Iteration 30Q: 3 clusters Score -1.820644e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -18206544.000000 Penalty: 5888.877930
	Iteration 31Q: 3 clusters Score -1.820654e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 79727 members 
Entering Unmasked Estep 
Score: -18206542.000000 Penalty: 5888.877930
	Iteration 32Q: 3 clusters Score -1.820654e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -18206544.000000 Penalty: 5888.877930
	Iteration 33Q: 3 clusters Score -1.820654e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63127 members 
Mstep: Class 2 contains 80179 members 
Entering Unmasked Estep 
Score: -18206536.000000 Penalty: 5888.877930
	Iteration 34Q: 3 clusters Score -1.820654e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -18206656.000000 Penalty: 5888.877930
	Iteration 35Q: 3 clusters Score -1.820666e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 80705 members 
Entering Unmasked Estep 
Score: -18206726.000000 Penalty: 5888.877930
	Iteration 36Q: 3 clusters Score -1.820673e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 80975 members 
Entering Unmasked Estep 
Score: -18206800.000000 Penalty: 5888.877930
	Iteration 37Q: 3 clusters Score -1.82068e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -18206830.000000 Penalty: 5888.877930
	Iteration 38Q: 3 clusters Score -1.820683e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 81454 members 
Entering Unmasked Estep 
Score: -18206832.000000 Penalty: 5888.877930
	Iteration 39Q: 3 clusters Score -1.820683e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 81697 members 
Entering Unmasked Estep 
Score: -18206800.000000 Penalty: 5888.877930
	Iteration 40F: 3 clusters Score -1.82068e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 81952 members 
Entering Unmasked Estep 
Score: -18206756.000000 Penalty: 5888.877930
	Iteration 41Q: 3 clusters Score -1.820676e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 82201 members 
Entering Unmasked Estep 
Score: -18206806.000000 Penalty: 5888.877930
	Iteration 42Q: 3 clusters Score -1.820681e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 82475 members 
Entering Unmasked Estep 
Score: -18206900.000000 Penalty: 5888.877930
	Iteration 43Q: 3 clusters Score -1.82069e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 82795 members 
Entering Unmasked Estep 
Score: -18206908.000000 Penalty: 5888.877930
	Iteration 44Q: 3 clusters Score -1.820691e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -18206898.000000 Penalty: 5888.877930
	Iteration 45Q: 3 clusters Score -1.82069e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 83510 members 
Entering Unmasked Estep 
Score: -18206952.000000 Penalty: 5888.877930
	Iteration 46Q: 3 clusters Score -1.820695e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59409 members 
Mstep: Class 2 contains 83897 members 
Entering Unmasked Estep 
Score: -18207020.000000 Penalty: 5888.877930
	Iteration 47Q: 3 clusters Score -1.820702e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 84296 members 
Entering Unmasked Estep 
Score: -18207060.000000 Penalty: 5888.877930
	Iteration 48Q: 3 clusters Score -1.820706e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 84669 members 
Entering Unmasked Estep 
Score: -18207074.000000 Penalty: 5888.877930
	Iteration 49Q: 3 clusters Score -1.820707e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -18207084.000000 Penalty: 5888.877930
	Iteration 50Q: 3 clusters Score -1.820708e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 85470 members 
Entering Unmasked Estep 
Score: -18207112.000000 Penalty: 5888.877930
	Iteration 51Q: 3 clusters Score -1.820711e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 85913 members 
Entering Unmasked Estep 
Score: -18207146.000000 Penalty: 5888.877930
	Iteration 52Q: 3 clusters Score -1.820715e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 86394 members 
Entering Unmasked Estep 
Score: -18207206.000000 Penalty: 5888.877930
	Iteration 53Q: 3 clusters Score -1.820721e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56408 members 
Mstep: Class 2 contains 86898 members 
Entering Unmasked Estep 
Score: -18207242.000000 Penalty: 5888.877930
	Iteration 54Q: 3 clusters Score -1.820724e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 87450 members 
Entering Unmasked Estep 
Score: -18207300.000000 Penalty: 5888.877930
	Iteration 55Q: 3 clusters Score -1.82073e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 88045 members 
Entering Unmasked Estep 
Score: -18207332.000000 Penalty: 5888.877930
	Iteration 56Q: 3 clusters Score -1.820733e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 88654 members 
Entering Unmasked Estep 
Score: -18207444.000000 Penalty: 5888.877930
	Iteration 57Q: 3 clusters Score -1.820744e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 89333 members 
Entering Unmasked Estep 
Score: -18207458.000000 Penalty: 5888.877930
	Iteration 58Q: 3 clusters Score -1.820746e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 90052 members 
Entering Unmasked Estep 
Score: -18207576.000000 Penalty: 5888.877930
	Iteration 59Q: 3 clusters Score -1.820758e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -18207582.000000 Penalty: 5888.877930
	Iteration 60F: 3 clusters Score -1.820758e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 91647 members 
Entering Unmasked Estep 
Score: -18207650.000000 Penalty: 5888.877930
	Iteration 61Q: 3 clusters Score -1.820765e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -18207766.000000 Penalty: 5888.877930
	Iteration 62Q: 3 clusters Score -1.820777e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 93434 members 
Entering Unmasked Estep 
Score: -18207878.000000 Penalty: 5888.877930
	Iteration 63Q: 3 clusters Score -1.820788e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 94508 members 
Entering Unmasked Estep 
Score: -18207952.000000 Penalty: 5888.877930
	Iteration 64Q: 3 clusters Score -1.820795e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 95644 members 
Entering Unmasked Estep 
Score: -18208180.000000 Penalty: 5888.877930
	Iteration 65Q: 3 clusters Score -1.820818e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 96886 members 
Entering Unmasked Estep 
Score: -18208304.000000 Penalty: 5888.877930
	Iteration 66Q: 3 clusters Score -1.82083e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 98154 members 
Entering Unmasked Estep 
Score: -18208420.000000 Penalty: 5888.877930
	Iteration 67Q: 3 clusters Score -1.820842e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 99485 members 
Entering Unmasked Estep 
Score: -18208710.000000 Penalty: 5888.877930
	Iteration 68Q: 3 clusters Score -1.820871e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
Score: -18208938.000000 Penalty: 5888.877930
	Iteration 69Q: 3 clusters Score -1.820894e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 102217 members 
Entering Unmasked Estep 
Score: -18209186.000000 Penalty: 5888.877930
	Iteration 70Q: 3 clusters Score -1.820919e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 103607 members 
Entering Unmasked Estep 
Score: -18209466.000000 Penalty: 5888.877930
	Iteration 71Q: 3 clusters Score -1.820947e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 105037 members 
Entering Unmasked Estep 
Score: -18209782.000000 Penalty: 5888.877930
	Iteration 72Q: 3 clusters Score -1.820978e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 106504 members 
Entering Unmasked Estep 
Score: -18210082.000000 Penalty: 5888.877930
	Iteration 73Q: 3 clusters Score -1.821008e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 107993 members 
Entering Unmasked Estep 
Score: -18210380.000000 Penalty: 5888.877930
	Iteration 74Q: 3 clusters Score -1.821038e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 109529 members 
Entering Unmasked Estep 
Score: -18210730.000000 Penalty: 5888.877930
	Iteration 75Q: 3 clusters Score -1.821073e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 111144 members 
Entering Unmasked Estep 
Score: -18211142.000000 Penalty: 5888.877930
	Iteration 76Q: 3 clusters Score -1.821114e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 112804 members 
Entering Unmasked Estep 
Score: -18211580.000000 Penalty: 5888.877930
	Iteration 77Q: 3 clusters Score -1.821158e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 114446 members 
Entering Unmasked Estep 
Score: -18211940.000000 Penalty: 5888.877930
	Iteration 78Q: 3 clusters Score -1.821194e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 116112 members 
Entering Unmasked Estep 
Score: -18212396.000000 Penalty: 5888.877930
	Iteration 79Q: 3 clusters Score -1.82124e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 117844 members 
Entering Unmasked Estep 
Score: -18212944.000000 Penalty: 5888.877930
	Iteration 80F: 3 clusters Score -1.821294e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 119676 members 
Entering Unmasked Estep 
Score: -18213478.000000 Penalty: 5888.877930
	Iteration 81Q: 3 clusters Score -1.821348e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 121536 members 
Entering Unmasked Estep 
Score: -18214090.000000 Penalty: 5888.877930
	Iteration 82Q: 3 clusters Score -1.821409e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 123388 members 
Entering Unmasked Estep 
Score: -18214742.000000 Penalty: 5888.877930
	Iteration 83Q: 3 clusters Score -1.821474e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 125284 members 
Entering Unmasked Estep 
Score: -18215476.000000 Penalty: 5888.877930
	Iteration 84Q: 3 clusters Score -1.821548e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 127190 members 
Entering Unmasked Estep 
Score: -18216224.000000 Penalty: 5888.877930
	Iteration 85Q: 3 clusters Score -1.821622e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 128970 members 
Entering Unmasked Estep 
Score: -18216962.000000 Penalty: 5888.877930
	Iteration 86Q: 3 clusters Score -1.821696e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 130655 members 
Entering Unmasked Estep 
Score: -18217682.000000 Penalty: 5888.877930
	Iteration 87Q: 3 clusters Score -1.821768e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 132270 members 
Entering Unmasked Estep 
Score: -18218342.000000 Penalty: 5888.877930
	Iteration 88Q: 3 clusters Score -1.821834e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 133813 members 
Entering Unmasked Estep 
Score: -18219110.000000 Penalty: 5888.877930
	Iteration 89Q: 3 clusters Score -1.821911e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 135198 members 
Entering Unmasked Estep 
Score: -18219768.000000 Penalty: 5888.877930
	Iteration 90Q: 3 clusters Score -1.821977e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 136466 members 
Entering Unmasked Estep 
Score: -18220314.000000 Penalty: 5888.877930
	Iteration 91Q: 3 clusters Score -1.822031e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 137590 members 
Entering Unmasked Estep 
Score: -18220876.000000 Penalty: 5888.877930
	Iteration 92Q: 3 clusters Score -1.822088e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 138529 members 
Entering Unmasked Estep 
Score: -18221384.000000 Penalty: 5888.877930
	Iteration 93Q: 3 clusters Score -1.822138e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 139312 members 
Entering Unmasked Estep 
Score: -18221732.000000 Penalty: 5888.877930
	Iteration 94Q: 3 clusters Score -1.822173e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 139929 members 
Entering Unmasked Estep 
Score: -18222012.000000 Penalty: 5888.877930
	Iteration 95Q: 3 clusters Score -1.822201e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 140391 members 
Entering Unmasked Estep 
Score: -18222224.000000 Penalty: 5888.877930
	Iteration 96Q: 3 clusters Score -1.822222e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 140771 members 
Entering Unmasked Estep 
Score: -18222428.000000 Penalty: 5888.877930
	Iteration 97Q: 3 clusters Score -1.822243e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 141050 members 
Entering Unmasked Estep 
Score: -18222522.000000 Penalty: 5888.877930
	Iteration 98Q: 3 clusters Score -1.822252e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 141263 members 
Entering Unmasked Estep 
Score: -18222632.000000 Penalty: 5888.877930
	Iteration 99Q: 3 clusters Score -1.822263e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 141435 members 
Entering Unmasked Estep 
Score: -18222710.000000 Penalty: 5888.877930
	Iteration 100F: 3 clusters Score -1.822271e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 141572 members 
Entering Unmasked Estep 
Score: -18222792.000000 Penalty: 5888.877930
	Iteration 101Q: 3 clusters Score -1.822279e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 141693 members 
Entering Unmasked Estep 
Score: -18222830.000000 Penalty: 5888.877930
	Iteration 102Q: 3 clusters Score -1.822283e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 141791 members 
Entering Unmasked Estep 
Score: -18222840.000000 Penalty: 5888.877930
	Iteration 103Q: 3 clusters Score -1.822284e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 141876 members 
Entering Unmasked Estep 
Score: -18222908.000000 Penalty: 5888.877930
	Iteration 104Q: 3 clusters Score -1.822291e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 141933 members 
Entering Unmasked Estep 
Score: -18222918.000000 Penalty: 5888.877930
	Iteration 105Q: 3 clusters Score -1.822292e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 141987 members 
Entering Unmasked Estep 
Score: -18222938.000000 Penalty: 5888.877930
	Iteration 106Q: 3 clusters Score -1.822294e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 142030 members 
Entering Unmasked Estep 
Score: -18222954.000000 Penalty: 5888.877930
	Iteration 107Q: 3 clusters Score -1.822295e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 142062 members 
Entering Unmasked Estep 
Score: -18222974.000000 Penalty: 5888.877930
	Iteration 108Q: 3 clusters Score -1.822297e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 142081 members 
Entering Unmasked Estep 
Score: -18222972.000000 Penalty: 5888.877930
	Iteration 109Q: 3 clusters Score -1.822297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 142098 members 
Entering Unmasked Estep 
Score: -18222998.000000 Penalty: 5888.877930
	Iteration 110Q: 3 clusters Score -1.8223e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 142116 members 
Entering Unmasked Estep 
Score: -18223006.000000 Penalty: 5888.877930
	Iteration 111Q: 3 clusters Score -1.822301e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 142127 members 
Entering Unmasked Estep 
Score: -18223012.000000 Penalty: 5888.877930
	Iteration 112Q: 3 clusters Score -1.822301e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 142149 members 
Entering Unmasked Estep 
Score: -18223006.000000 Penalty: 5888.877930
	Iteration 113Q: 3 clusters Score -1.822301e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 142168 members 
Entering Unmasked Estep 
Score: -18223020.000000 Penalty: 5888.877930
	Iteration 114Q: 3 clusters Score -1.822302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 142181 members 
Entering Unmasked Estep 
Score: -18223028.000000 Penalty: 5888.877930
	Iteration 115Q: 3 clusters Score -1.822303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 142193 members 
Entering Unmasked Estep 
Score: -18223026.000000 Penalty: 5888.877930
	Iteration 116Q: 3 clusters Score -1.822303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 142201 members 
Entering Unmasked Estep 
Score: -18223018.000000 Penalty: 5888.877930
	Iteration 117Q: 3 clusters Score -1.822302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 142213 members 
Entering Unmasked Estep 
Score: -18223036.000000 Penalty: 5888.877930
	Iteration 118Q: 3 clusters Score -1.822304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 142225 members 
Entering Unmasked Estep 
Score: -18223062.000000 Penalty: 5888.877930
	Iteration 119Q: 3 clusters Score -1.822306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 142231 members 
Entering Unmasked Estep 
Score: -18223064.000000 Penalty: 5888.877930
	Iteration 120F: 3 clusters Score -1.822306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 142239 members 
Entering Unmasked Estep 
Score: -18223060.000000 Penalty: 5888.877930
	Iteration 121Q: 3 clusters Score -1.822306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 142244 members 
Entering Unmasked Estep 
Score: -18223084.000000 Penalty: 5888.877930
	Iteration 122Q: 3 clusters Score -1.822308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 142253 members 
Entering Unmasked Estep 
Score: -18223092.000000 Penalty: 5888.877930
	Iteration 123Q: 3 clusters Score -1.822309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 142260 members 
Entering Unmasked Estep 
Score: -18223096.000000 Penalty: 5888.877930
	Iteration 124Q: 3 clusters Score -1.82231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 142267 members 
Entering Unmasked Estep 
Score: -18223084.000000 Penalty: 5888.877930
	Iteration 125Q: 3 clusters Score -1.822308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 142271 members 
Entering Unmasked Estep 
Score: -18223088.000000 Penalty: 5888.877930
	Iteration 126Q: 3 clusters Score -1.822309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 142271 members 
Entering Unmasked Estep 
Score: -18223102.000000 Penalty: 5888.877930
	Iteration 127Q: 3 clusters Score -1.82231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 142278 members 
Entering Unmasked Estep 
Score: -18223110.000000 Penalty: 5888.877930
	Iteration 128Q: 3 clusters Score -1.822311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 142287 members 
Entering Unmasked Estep 
Score: -18223090.000000 Penalty: 5888.877930
	Iteration 129Q: 3 clusters Score -1.822309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 142292 members 
Entering Unmasked Estep 
Score: -18223104.000000 Penalty: 5888.877930
	Iteration 130Q: 3 clusters Score -1.82231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 142295 members 
Entering Unmasked Estep 
Score: -18223104.000000 Penalty: 5888.877930
	Iteration 131Q: 3 clusters Score -1.82231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 142299 members 
Entering Unmasked Estep 
Score: -18223102.000000 Penalty: 5888.877930
	Iteration 132Q: 3 clusters Score -1.82231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 142305 members 
Entering Unmasked Estep 
Score: -18223116.000000 Penalty: 5888.877930
	Iteration 133Q: 3 clusters Score -1.822312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 142316 members 
Entering Unmasked Estep 
Score: -18223126.000000 Penalty: 5888.877930
	Iteration 134Q: 3 clusters Score -1.822313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 142325 members 
Entering Unmasked Estep 
Score: -18223130.000000 Penalty: 5888.877930
	Iteration 135Q: 3 clusters Score -1.822313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 142331 members 
Entering Unmasked Estep 
Score: -18223128.000000 Penalty: 5888.877930
	Iteration 136Q: 3 clusters Score -1.822313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 142332 members 
Entering Unmasked Estep 
Score: -18223138.000000 Penalty: 5888.877930
	Iteration 137Q: 3 clusters Score -1.822314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 142335 members 
Entering Unmasked Estep 
Score: -18223128.000000 Penalty: 5888.877930
	Iteration 138Q: 3 clusters Score -1.822313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 142339 members 
Entering Unmasked Estep 
Score: -18223138.000000 Penalty: 5888.877930
	Iteration 139Q: 3 clusters Score -1.822314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 142342 members 
Entering Unmasked Estep 
Score: -18223138.000000 Penalty: 5888.877930
	Iteration 140F: 3 clusters Score -1.822314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 142352 members 
Entering Unmasked Estep 
Score: -18223146.000000 Penalty: 5888.877930
	Iteration 141Q: 3 clusters Score -1.822315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 142357 members 
Entering Unmasked Estep 
Score: -18223162.000000 Penalty: 5888.877930
	Iteration 142Q: 3 clusters Score -1.822316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 142360 members 
Entering Unmasked Estep 
Score: -18223162.000000 Penalty: 5888.877930
	Iteration 143Q: 3 clusters Score -1.822316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 142363 members 
Entering Unmasked Estep 
Score: -18223156.000000 Penalty: 5888.877930
	Iteration 144Q: 3 clusters Score -1.822316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 142365 members 
Entering Unmasked Estep 
Score: -18223150.000000 Penalty: 5888.877930
	Iteration 145Q: 3 clusters Score -1.822315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 142366 members 
Entering Unmasked Estep 
Score: -18223162.000000 Penalty: 5888.877930
	Iteration 146Q: 3 clusters Score -1.822316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 142367 members 
Entering Unmasked Estep 
Score: -18223162.000000 Penalty: 5888.877930
	Iteration 147Q: 3 clusters Score -1.822316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 142370 members 
Entering Unmasked Estep 
Score: -18223158.000000 Penalty: 5888.877930
	Iteration 148Q: 3 clusters Score -1.822316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 142375 members 
Entering Unmasked Estep 
Score: -18223152.000000 Penalty: 5888.877930
	Iteration 149Q: 3 clusters Score -1.822315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 142381 members 
Entering Unmasked Estep 
Score: -18223158.000000 Penalty: 5888.877930
	Iteration 150Q: 3 clusters Score -1.822316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 142382 members 
Entering Unmasked Estep 
Score: -18223164.000000 Penalty: 5888.877930
	Iteration 151Q: 3 clusters Score -1.822316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 142384 members 
Entering Unmasked Estep 
Score: -18223166.000000 Penalty: 5888.877930
	Iteration 152Q: 3 clusters Score -1.822317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 142385 members 
Entering Unmasked Estep 
Score: -18223162.000000 Penalty: 5888.877930
	Iteration 153Q: 3 clusters Score -1.822316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 142387 members 
Entering Unmasked Estep 
Score: -18223158.000000 Penalty: 5888.877930
	Iteration 154Q: 3 clusters Score -1.822316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 142386 members 
Entering Unmasked Estep 
Score: -18223158.000000 Penalty: 5888.877930
	Iteration 155Q: 3 clusters Score -1.822316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 142387 members 
Entering Unmasked Estep 
Score: -18223162.000000 Penalty: 5888.877930
	Iteration 156Q: 3 clusters Score -1.822316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 142392 members 
Entering Unmasked Estep 
Score: -18223162.000000 Penalty: 5888.877930
	Iteration 157Q: 3 clusters Score -1.822316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 142397 members 
Entering Unmasked Estep 
Score: -18223154.000000 Penalty: 5888.877930
	Iteration 158Q: 3 clusters Score -1.822315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 142402 members 
Entering Unmasked Estep 
Score: -18223160.000000 Penalty: 5888.877930
	Iteration 159Q: 3 clusters Score -1.822316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 142404 members 
Entering Unmasked Estep 
Score: -18223168.000000 Penalty: 5888.877930
	Iteration 160F: 3 clusters Score -1.822317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 142407 members 
Entering Unmasked Estep 
Score: -18223152.000000 Penalty: 5888.877930
	Iteration 161Q: 3 clusters Score -1.822315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 142411 members 
Entering Unmasked Estep 
Score: -18223164.000000 Penalty: 5888.877930
	Iteration 162Q: 3 clusters Score -1.822316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 142413 members 
Entering Unmasked Estep 
Score: -18223164.000000 Penalty: 5888.877930
	Iteration 163Q: 3 clusters Score -1.822316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 142416 members 
Entering Unmasked Estep 
Score: -18223156.000000 Penalty: 5888.877930
	Iteration 164Q: 3 clusters Score -1.822316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 142419 members 
Entering Unmasked Estep 
Score: -18223160.000000 Penalty: 5888.877930
	Iteration 165Q: 3 clusters Score -1.822316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 142422 members 
Entering Unmasked Estep 
Score: -18223154.000000 Penalty: 5888.877930
	Iteration 166Q: 3 clusters Score -1.822315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 142422 members 
Entering Unmasked Estep 
Score: -18223154.000000 Penalty: 5888.877930
	Iteration 167F: 3 clusters Score -1.822315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Entering Unmasked Estep 
Score: -1451531.500000 Penalty: 2328.655762
	Iteration 0F: 2 clusters Score -1451532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1442623.250000 Penalty: 4657.311523
	Iteration 0F: 3 clusters Score -1442623 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1445192.000000 Penalty: 4657.311523
	Iteration 1F: 3 clusters Score -1445192 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1445525.750000 Penalty: 4657.311523
	Iteration 2F: 3 clusters Score -1445526 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1445818.750000 Penalty: 4657.311523
	Iteration 3F: 3 clusters Score -1445819 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1446076.375000 Penalty: 4657.311523
	Iteration 4Q: 3 clusters Score -1446076 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1446367.875000 Penalty: 4657.311523
	Iteration 5Q: 3 clusters Score -1446368 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1446702.375000 Penalty: 4657.311523
	Iteration 6Q: 3 clusters Score -1446702 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1447128.375000 Penalty: 4657.311523
	Iteration 7F: 3 clusters Score -1447128 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1447644.125000 Penalty: 4657.311523
	Iteration 8F: 3 clusters Score -1447644 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1448150.250000 Penalty: 4657.311523
	Iteration 9F: 3 clusters Score -1448150 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1448623.625000 Penalty: 4657.311523
	Iteration 10Q: 3 clusters Score -1448624 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1449085.750000 Penalty: 4657.311523
	Iteration 11Q: 3 clusters Score -1449086 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1449427.375000 Penalty: 4657.311523
	Iteration 12Q: 3 clusters Score -1449427 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1449632.875000 Penalty: 4657.311523
	Iteration 13Q: 3 clusters Score -1449633 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1449785.625000 Penalty: 4657.311523
	Iteration 14Q: 3 clusters Score -1449786 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1449906.375000 Penalty: 4657.311523
	Iteration 15Q: 3 clusters Score -1449906 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1449990.500000 Penalty: 4657.311523
	Iteration 16Q: 3 clusters Score -1449990 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1450096.000000 Penalty: 4657.311523
	Iteration 17Q: 3 clusters Score -1450096 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1450182.250000 Penalty: 4657.311523
	Iteration 18Q: 3 clusters Score -1450182 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1450231.250000 Penalty: 4657.311523
	Iteration 19Q: 3 clusters Score -1450231 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1450266.000000 Penalty: 4657.311523
	Iteration 20F: 3 clusters Score -1450266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1450281.875000 Penalty: 4657.311523
	Iteration 21Q: 3 clusters Score -1450282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1450290.250000 Penalty: 4657.311523
	Iteration 22Q: 3 clusters Score -1450290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1450293.250000 Penalty: 4657.311523
	Iteration 23Q: 3 clusters Score -1450293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1450296.625000 Penalty: 4657.311523
	Iteration 24Q: 3 clusters Score -1450297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1450301.500000 Penalty: 4657.311523
	Iteration 25Q: 3 clusters Score -1450302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1450303.875000 Penalty: 4657.311523
	Iteration 26Q: 3 clusters Score -1450304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1450307.500000 Penalty: 4657.311523
	Iteration 27Q: 3 clusters Score -1450308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1450309.375000 Penalty: 4657.311523
	Iteration 28Q: 3 clusters Score -1450309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1450315.500000 Penalty: 4657.311523
	Iteration 29Q: 3 clusters Score -1450316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1450315.875000 Penalty: 4657.311523
	Iteration 30Q: 3 clusters Score -1450316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1450320.750000 Penalty: 4657.311523
	Iteration 31Q: 3 clusters Score -1450321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1450321.000000 Penalty: 4657.311523
	Iteration 32Q: 3 clusters Score -1450321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1450323.875000 Penalty: 4657.311523
	Iteration 33Q: 3 clusters Score -1450324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1450330.125000 Penalty: 4657.311523
	Iteration 34Q: 3 clusters Score -1450330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1450336.000000 Penalty: 4657.311523
	Iteration 35Q: 3 clusters Score -1450336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1450342.500000 Penalty: 4657.311523
	Iteration 36Q: 3 clusters Score -1450342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1450345.250000 Penalty: 4657.311523
	Iteration 37Q: 3 clusters Score -1450345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1450346.875000 Penalty: 4657.311523
	Iteration 38Q: 3 clusters Score -1450347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1450352.375000 Penalty: 4657.311523
	Iteration 39Q: 3 clusters Score -1450352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1450350.750000 Penalty: 4657.311523
	Iteration 40F: 3 clusters Score -1450351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1450348.750000 Penalty: 4657.311523
	Iteration 41Q: 3 clusters Score -1450349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1450348.625000 Penalty: 4657.311523
	Iteration 42Q: 3 clusters Score -1450349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1450350.125000 Penalty: 4657.311523
	Iteration 43Q: 3 clusters Score -1450350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1450350.125000 Penalty: 4657.311523
	Iteration 44F: 3 clusters Score -1450350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -518239.156250 Penalty: 2068.433105
	Iteration 0F: 2 clusters Score -518239.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -514226.718750 Penalty: 4136.866211
	Iteration 0F: 3 clusters Score -514226.7 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -515217.718750 Penalty: 4136.866211
	Iteration 1F: 3 clusters Score -515217.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -515447.343750 Penalty: 4136.866211
	Iteration 2F: 3 clusters Score -515447.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -515648.000000 Penalty: 4136.866211
	Iteration 3F: 3 clusters Score -515648 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -515881.250000 Penalty: 4136.866211
	Iteration 4Q: 3 clusters Score -515881.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -516229.187500 Penalty: 4136.866211
	Iteration 5F: 3 clusters Score -516229.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -516668.125000 Penalty: 4136.866211
	Iteration 6F: 3 clusters Score -516668.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -517151.593750 Penalty: 4136.866211
	Iteration 7F: 3 clusters Score -517151.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -517655.156250 Penalty: 4136.866211
	Iteration 8F: 3 clusters Score -517655.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -518086.093750 Penalty: 4136.866211
	Iteration 9F: 3 clusters Score -518086.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -518383.687500 Penalty: 4136.866211
	Iteration 10Q: 3 clusters Score -518383.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -518539.656250 Penalty: 4136.866211
	Iteration 11Q: 3 clusters Score -518539.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -518604.250000 Penalty: 4136.866211
	Iteration 12Q: 3 clusters Score -518604.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -518641.750000 Penalty: 4136.866211
	Iteration 13Q: 3 clusters Score -518641.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -518667.593750 Penalty: 4136.866211
	Iteration 14Q: 3 clusters Score -518667.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -518682.375000 Penalty: 4136.866211
	Iteration 15Q: 3 clusters Score -518682.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -518696.531250 Penalty: 4136.866211
	Iteration 16Q: 3 clusters Score -518696.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -518712.968750 Penalty: 4136.866211
	Iteration 17Q: 3 clusters Score -518713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -518726.031250 Penalty: 4136.866211
	Iteration 18Q: 3 clusters Score -518726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -518745.562500 Penalty: 4136.866211
	Iteration 19Q: 3 clusters Score -518745.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -518760.531250 Penalty: 4136.866211
	Iteration 20F: 3 clusters Score -518760.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -518766.406250 Penalty: 4136.866211
	Iteration 21Q: 3 clusters Score -518766.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -518770.875000 Penalty: 4136.866211
	Iteration 22Q: 3 clusters Score -518770.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -518774.718750 Penalty: 4136.866211
	Iteration 23Q: 3 clusters Score -518774.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -518779.781250 Penalty: 4136.866211
	Iteration 24Q: 3 clusters Score -518779.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -518786.187500 Penalty: 4136.866211
	Iteration 25Q: 3 clusters Score -518786.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -518794.531250 Penalty: 4136.866211
	Iteration 26Q: 3 clusters Score -518794.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -518796.968750 Penalty: 4136.866211
	Iteration 27Q: 3 clusters Score -518797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -518798.093750 Penalty: 4136.866211
	Iteration 28Q: 3 clusters Score -518798.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -518797.843750 Penalty: 4136.866211
	Iteration 29Q: 3 clusters Score -518797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -518798.781250 Penalty: 4136.866211
	Iteration 30Q: 3 clusters Score -518798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -518799.687500 Penalty: 4136.866211
	Iteration 31Q: 3 clusters Score -518799.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -518801.125000 Penalty: 4136.866211
	Iteration 32Q: 3 clusters Score -518801.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -518802.062500 Penalty: 4136.866211
	Iteration 33Q: 3 clusters Score -518802.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -518803.125000 Penalty: 4136.866211
	Iteration 34Q: 3 clusters Score -518803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -518803.843750 Penalty: 4136.866211
	Iteration 35Q: 3 clusters Score -518803.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -518803.843750 Penalty: 4136.866211
	Iteration 36F: 3 clusters Score -518803.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46416 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175770 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159157 members 
Mstep: Class 10 contains 143306 members 
Mstep: Class 11 contains 11965 members 
Mstep: Class 12 contains 2352 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150840 members 
Mstep: Class 15 contains 81610 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149769 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41099 members 
Mstep: Class 20 contains 71980 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 167200 members 
Entering Unmasked Estep 
Score: -161344048.000000 Penalty: 76770.804688
Splitting cluster 12 changes total score from -161345168.000000 to -161344048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -40393.312500 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -40393.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39034.855469 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -39034.86 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39191.125000 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -39191.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39266.308594 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -39266.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39278.574219 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -39278.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39306.546875 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -39306.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39314.156250 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -39314.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39322.144531 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -39322.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39333.765625 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -39333.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39333.765625 Penalty: 2906.950195
	Iteration 8F: 3 clusters Score -39333.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (150840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150840 members 
Entering Unmasked Estep 
Score: -19349194.000000 Penalty: 2957.145752
	Iteration 0F: 2 clusters Score -1.934919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75171 members 
Mstep: Class 2 contains 75669 members 
Entering Unmasked Estep 
Score: -19251820.000000 Penalty: 5914.291504
	Iteration 0F: 3 clusters Score -1.925182e+07 nChanged 72189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -19293972.000000 Penalty: 5914.291504
	Iteration 1F: 3 clusters Score -1.929397e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -19295224.000000 Penalty: 5914.291504
	Iteration 2Q: 3 clusters Score -1.929522e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 83149 members 
Entering Unmasked Estep 
Score: -19297122.000000 Penalty: 5914.291504
	Iteration 3Q: 3 clusters Score -1.929712e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 87266 members 
Entering Unmasked Estep 
Score: -19299690.000000 Penalty: 5914.291504
	Iteration 4Q: 3 clusters Score -1.929969e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -19303602.000000 Penalty: 5914.291504
	Iteration 5F: 3 clusters Score -1.93036e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 99933 members 
Entering Unmasked Estep 
Score: -19309536.000000 Penalty: 5914.291504
	Iteration 6F: 3 clusters Score -1.930954e+07 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 107929 members 
Entering Unmasked Estep 
Score: -19316952.000000 Penalty: 5914.291504
	Iteration 7F: 3 clusters Score -1.931695e+07 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 115078 members 
Entering Unmasked Estep 
Score: -19324238.000000 Penalty: 5914.291504
	Iteration 8F: 3 clusters Score -1.932424e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 120466 members 
Entering Unmasked Estep 
Score: -19329636.000000 Penalty: 5914.291504
	Iteration 9F: 3 clusters Score -1.932964e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 124229 members 
Entering Unmasked Estep 
Score: -19333116.000000 Penalty: 5914.291504
	Iteration 10Q: 3 clusters Score -1.933312e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 126962 members 
Entering Unmasked Estep 
Score: -19335286.000000 Penalty: 5914.291504
	Iteration 11Q: 3 clusters Score -1.933529e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 129130 members 
Entering Unmasked Estep 
Score: -19336872.000000 Penalty: 5914.291504
	Iteration 12Q: 3 clusters Score -1.933687e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 131048 members 
Entering Unmasked Estep 
Score: -19338212.000000 Penalty: 5914.291504
	Iteration 13Q: 3 clusters Score -1.933821e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 132749 members 
Entering Unmasked Estep 
Score: -19339220.000000 Penalty: 5914.291504
	Iteration 14Q: 3 clusters Score -1.933922e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 134386 members 
Entering Unmasked Estep 
Score: -19340180.000000 Penalty: 5914.291504
	Iteration 15Q: 3 clusters Score -1.934018e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 135888 members 
Entering Unmasked Estep 
Score: -19341174.000000 Penalty: 5914.291504
	Iteration 16Q: 3 clusters Score -1.934117e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 137304 members 
Entering Unmasked Estep 
Score: -19342100.000000 Penalty: 5914.291504
	Iteration 17Q: 3 clusters Score -1.93421e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 138600 members 
Entering Unmasked Estep 
Score: -19342848.000000 Penalty: 5914.291504
	Iteration 18Q: 3 clusters Score -1.934285e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 139747 members 
Entering Unmasked Estep 
Score: -19343342.000000 Penalty: 5914.291504
	Iteration 19Q: 3 clusters Score -1.934334e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 140857 members 
Entering Unmasked Estep 
Score: -19343748.000000 Penalty: 5914.291504
	Iteration 20F: 3 clusters Score -1.934375e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 141826 members 
Entering Unmasked Estep 
Score: -19344054.000000 Penalty: 5914.291504
	Iteration 21Q: 3 clusters Score -1.934405e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 142719 members 
Entering Unmasked Estep 
Score: -19344352.000000 Penalty: 5914.291504
	Iteration 22Q: 3 clusters Score -1.934435e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 143539 members 
Entering Unmasked Estep 
Score: -19344648.000000 Penalty: 5914.291504
	Iteration 23Q: 3 clusters Score -1.934465e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 144235 members 
Entering Unmasked Estep 
Score: -19344926.000000 Penalty: 5914.291504
	Iteration 24Q: 3 clusters Score -1.934493e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 144847 members 
Entering Unmasked Estep 
Score: -19345084.000000 Penalty: 5914.291504
	Iteration 25Q: 3 clusters Score -1.934508e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 145380 members 
Entering Unmasked Estep 
Score: -19345306.000000 Penalty: 5914.291504
	Iteration 26Q: 3 clusters Score -1.934531e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 145862 members 
Entering Unmasked Estep 
Score: -19345508.000000 Penalty: 5914.291504
	Iteration 27Q: 3 clusters Score -1.934551e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 146305 members 
Entering Unmasked Estep 
Score: -19345732.000000 Penalty: 5914.291504
	Iteration 28Q: 3 clusters Score -1.934573e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 146710 members 
Entering Unmasked Estep 
Score: -19345888.000000 Penalty: 5914.291504
	Iteration 29Q: 3 clusters Score -1.934589e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 147078 members 
Entering Unmasked Estep 
Score: -19346022.000000 Penalty: 5914.291504
	Iteration 30Q: 3 clusters Score -1.934602e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 147399 members 
Entering Unmasked Estep 
Score: -19346154.000000 Penalty: 5914.291504
	Iteration 31Q: 3 clusters Score -1.934615e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 147662 members 
Entering Unmasked Estep 
Score: -19346250.000000 Penalty: 5914.291504
	Iteration 32Q: 3 clusters Score -1.934625e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 147878 members 
Entering Unmasked Estep 
Score: -19346332.000000 Penalty: 5914.291504
	Iteration 33Q: 3 clusters Score -1.934633e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 148055 members 
Entering Unmasked Estep 
Score: -19346400.000000 Penalty: 5914.291504
	Iteration 34Q: 3 clusters Score -1.93464e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 148205 members 
Entering Unmasked Estep 
Score: -19346468.000000 Penalty: 5914.291504
	Iteration 35Q: 3 clusters Score -1.934647e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 148317 members 
Entering Unmasked Estep 
Score: -19346540.000000 Penalty: 5914.291504
	Iteration 36Q: 3 clusters Score -1.934654e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 148419 members 
Entering Unmasked Estep 
Score: -19346536.000000 Penalty: 5914.291504
	Iteration 37Q: 3 clusters Score -1.934654e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 148512 members 
Entering Unmasked Estep 
Score: -19346546.000000 Penalty: 5914.291504
	Iteration 38Q: 3 clusters Score -1.934655e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 148595 members 
Entering Unmasked Estep 
Score: -19346572.000000 Penalty: 5914.291504
	Iteration 39Q: 3 clusters Score -1.934657e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 148678 members 
Entering Unmasked Estep 
Score: -19346620.000000 Penalty: 5914.291504
	Iteration 40F: 3 clusters Score -1.934662e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 148750 members 
Entering Unmasked Estep 
Score: -19346646.000000 Penalty: 5914.291504
	Iteration 41Q: 3 clusters Score -1.934665e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 148813 members 
Entering Unmasked Estep 
Score: -19346654.000000 Penalty: 5914.291504
	Iteration 42Q: 3 clusters Score -1.934665e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 148878 members 
Entering Unmasked Estep 
Score: -19346680.000000 Penalty: 5914.291504
	Iteration 43Q: 3 clusters Score -1.934668e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 148908 members 
Entering Unmasked Estep 
Score: -19346692.000000 Penalty: 5914.291504
	Iteration 44Q: 3 clusters Score -1.934669e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 148943 members 
Entering Unmasked Estep 
Score: -19346682.000000 Penalty: 5914.291504
	Iteration 45Q: 3 clusters Score -1.934668e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 148980 members 
Entering Unmasked Estep 
Score: -19346666.000000 Penalty: 5914.291504
	Iteration 46Q: 3 clusters Score -1.934667e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 149004 members 
Entering Unmasked Estep 
Score: -19346698.000000 Penalty: 5914.291504
	Iteration 47Q: 3 clusters Score -1.93467e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 149034 members 
Entering Unmasked Estep 
Score: -19346702.000000 Penalty: 5914.291504
	Iteration 48Q: 3 clusters Score -1.93467e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 149061 members 
Entering Unmasked Estep 
Score: -19346732.000000 Penalty: 5914.291504
	Iteration 49Q: 3 clusters Score -1.934673e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 149086 members 
Entering Unmasked Estep 
Score: -19346694.000000 Penalty: 5914.291504
	Iteration 50Q: 3 clusters Score -1.934669e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 149113 members 
Entering Unmasked Estep 
Score: -19346714.000000 Penalty: 5914.291504
	Iteration 51Q: 3 clusters Score -1.934671e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 149128 members 
Entering Unmasked Estep 
Score: -19346726.000000 Penalty: 5914.291504
	Iteration 52Q: 3 clusters Score -1.934673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 149142 members 
Entering Unmasked Estep 
Score: -19346742.000000 Penalty: 5914.291504
	Iteration 53Q: 3 clusters Score -1.934674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 149148 members 
Entering Unmasked Estep 
Score: -19346756.000000 Penalty: 5914.291504
	Iteration 54Q: 3 clusters Score -1.934676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 149157 members 
Entering Unmasked Estep 
Score: -19346748.000000 Penalty: 5914.291504
	Iteration 55Q: 3 clusters Score -1.934675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 149165 members 
Entering Unmasked Estep 
Score: -19346742.000000 Penalty: 5914.291504
	Iteration 56Q: 3 clusters Score -1.934674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 149175 members 
Entering Unmasked Estep 
Score: -19346764.000000 Penalty: 5914.291504
	Iteration 57Q: 3 clusters Score -1.934676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 149179 members 
Entering Unmasked Estep 
Score: -19346774.000000 Penalty: 5914.291504
	Iteration 58Q: 3 clusters Score -1.934677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 149191 members 
Entering Unmasked Estep 
Score: -19346794.000000 Penalty: 5914.291504
	Iteration 59Q: 3 clusters Score -1.934679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 149196 members 
Entering Unmasked Estep 
Score: -19346808.000000 Penalty: 5914.291504
	Iteration 60F: 3 clusters Score -1.934681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 149196 members 
Entering Unmasked Estep 
Score: -19346802.000000 Penalty: 5914.291504
	Iteration 61Q: 3 clusters Score -1.93468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 149201 members 
Entering Unmasked Estep 
Score: -19346806.000000 Penalty: 5914.291504
	Iteration 62Q: 3 clusters Score -1.934681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 149209 members 
Entering Unmasked Estep 
Score: -19346800.000000 Penalty: 5914.291504
	Iteration 63Q: 3 clusters Score -1.93468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 149208 members 
Entering Unmasked Estep 
Score: -19346792.000000 Penalty: 5914.291504
	Iteration 64Q: 3 clusters Score -1.934679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 149206 members 
Entering Unmasked Estep 
Score: -19346800.000000 Penalty: 5914.291504
	Iteration 65Q: 3 clusters Score -1.93468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 149207 members 
Entering Unmasked Estep 
Score: -19346790.000000 Penalty: 5914.291504
	Iteration 66Q: 3 clusters Score -1.934679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 149208 members 
Entering Unmasked Estep 
Score: -19346794.000000 Penalty: 5914.291504
	Iteration 67Q: 3 clusters Score -1.934679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 149209 members 
Entering Unmasked Estep 
Score: -19346794.000000 Penalty: 5914.291504
	Iteration 68Q: 3 clusters Score -1.934679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 149210 members 
Entering Unmasked Estep 
Score: -19346798.000000 Penalty: 5914.291504
	Iteration 69Q: 3 clusters Score -1.93468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 149211 members 
Entering Unmasked Estep 
Score: -19346798.000000 Penalty: 5914.291504
	Iteration 70Q: 3 clusters Score -1.93468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 149215 members 
Entering Unmasked Estep 
Score: -19346788.000000 Penalty: 5914.291504
	Iteration 71Q: 3 clusters Score -1.934679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 149217 members 
Entering Unmasked Estep 
Score: -19346784.000000 Penalty: 5914.291504
	Iteration 72Q: 3 clusters Score -1.934678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 149218 members 
Entering Unmasked Estep 
Score: -19346796.000000 Penalty: 5914.291504
	Iteration 73Q: 3 clusters Score -1.93468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 149220 members 
Entering Unmasked Estep 
Score: -19346792.000000 Penalty: 5914.291504
	Iteration 74Q: 3 clusters Score -1.934679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 149220 members 
Entering Unmasked Estep 
Score: -19346794.000000 Penalty: 5914.291504
	Iteration 75Q: 3 clusters Score -1.934679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 149222 members 
Entering Unmasked Estep 
Score: -19346810.000000 Penalty: 5914.291504
	Iteration 76Q: 3 clusters Score -1.934681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 149224 members 
Entering Unmasked Estep 
Score: -19346796.000000 Penalty: 5914.291504
	Iteration 77Q: 3 clusters Score -1.93468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 149226 members 
Entering Unmasked Estep 
Score: -19346818.000000 Penalty: 5914.291504
	Iteration 78Q: 3 clusters Score -1.934682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 149228 members 
Entering Unmasked Estep 
Score: -19346812.000000 Penalty: 5914.291504
	Iteration 79Q: 3 clusters Score -1.934681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 149228 members 
Entering Unmasked Estep 
Score: -19346812.000000 Penalty: 5914.291504
	Iteration 80F: 3 clusters Score -1.934681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (81610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81610 members 
Entering Unmasked Estep 
Score: -10127588.000000 Penalty: 2804.807373
	Iteration 0F: 2 clusters Score -1.012759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -10072874.000000 Penalty: 5609.614746
	Iteration 0F: 3 clusters Score -1.007287e+07 nChanged 38510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -10094628.000000 Penalty: 5609.614746
	Iteration 1F: 3 clusters Score -1.009463e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -10095375.000000 Penalty: 5609.614746
	Iteration 2Q: 3 clusters Score -1.009538e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -10096129.000000 Penalty: 5609.614746
	Iteration 3Q: 3 clusters Score -1.009613e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -10097037.000000 Penalty: 5609.614746
	Iteration 4Q: 3 clusters Score -1.009704e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -10098303.000000 Penalty: 5609.614746
	Iteration 5Q: 3 clusters Score -1.00983e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -10100097.000000 Penalty: 5609.614746
	Iteration 6Q: 3 clusters Score -1.01001e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -10102667.000000 Penalty: 5609.614746
	Iteration 7F: 3 clusters Score -1.010267e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -10106232.000000 Penalty: 5609.614746
	Iteration 8F: 3 clusters Score -1.010623e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -10110564.000000 Penalty: 5609.614746
	Iteration 9F: 3 clusters Score -1.011056e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -10115053.000000 Penalty: 5609.614746
	Iteration 10F: 3 clusters Score -1.011505e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -10119070.000000 Penalty: 5609.614746
	Iteration 11F: 3 clusters Score -1.011907e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -10121768.000000 Penalty: 5609.614746
	Iteration 12Q: 3 clusters Score -1.012177e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79270 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -10123525.000000 Penalty: 5609.614746
	Iteration 13Q: 3 clusters Score -1.012352e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -10124353.000000 Penalty: 5609.614746
	Iteration 14Q: 3 clusters Score -1.012435e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80816 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10124778.000000 Penalty: 5609.614746
	Iteration 15Q: 3 clusters Score -1.012478e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81029 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10124925.000000 Penalty: 5609.614746
	Iteration 16Q: 3 clusters Score -1.012492e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10125014.000000 Penalty: 5609.614746
	Iteration 17Q: 3 clusters Score -1.012501e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -10125036.000000 Penalty: 5609.614746
	Iteration 18Q: 3 clusters Score -1.012504e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -10125076.000000 Penalty: 5609.614746
	Iteration 19Q: 3 clusters Score -1.012508e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81237 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10125111.000000 Penalty: 5609.614746
	Iteration 20F: 3 clusters Score -1.012511e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10125124.000000 Penalty: 5609.614746
	Iteration 21Q: 3 clusters Score -1.012512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81261 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10125145.000000 Penalty: 5609.614746
	Iteration 22Q: 3 clusters Score -1.012514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81271 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10125168.000000 Penalty: 5609.614746
	Iteration 23Q: 3 clusters Score -1.012517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10125165.000000 Penalty: 5609.614746
	Iteration 24Q: 3 clusters Score -1.012516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10125162.000000 Penalty: 5609.614746
	Iteration 25Q: 3 clusters Score -1.012516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81275 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10125160.000000 Penalty: 5609.614746
	Iteration 26Q: 3 clusters Score -1.012516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81276 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10125164.000000 Penalty: 5609.614746
	Iteration 27Q: 3 clusters Score -1.012516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81280 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10125169.000000 Penalty: 5609.614746
	Iteration 28Q: 3 clusters Score -1.012517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10125181.000000 Penalty: 5609.614746
	Iteration 29Q: 3 clusters Score -1.012518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81286 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10125186.000000 Penalty: 5609.614746
	Iteration 30Q: 3 clusters Score -1.012519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81290 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10125197.000000 Penalty: 5609.614746
	Iteration 31Q: 3 clusters Score -1.01252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81289 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10125202.000000 Penalty: 5609.614746
	Iteration 32Q: 3 clusters Score -1.01252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81288 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10125201.000000 Penalty: 5609.614746
	Iteration 33Q: 3 clusters Score -1.01252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81288 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10125201.000000 Penalty: 5609.614746
	Iteration 34F: 3 clusters Score -1.01252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Entering Unmasked Estep 
Score: -1175380.375000 Penalty: 2277.197754
	Iteration 0F: 2 clusters Score -1175380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1167924.875000 Penalty: 4554.395508
	Iteration 0F: 3 clusters Score -1167925 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1170194.500000 Penalty: 4554.395508
	Iteration 1F: 3 clusters Score -1170194 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1171071.250000 Penalty: 4554.395508
	Iteration 2F: 3 clusters Score -1171071 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1172109.875000 Penalty: 4554.395508
	Iteration 3F: 3 clusters Score -1172110 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1172928.250000 Penalty: 4554.395508
	Iteration 4F: 3 clusters Score -1172928 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1173544.500000 Penalty: 4554.395508
	Iteration 5F: 3 clusters Score -1173544 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1173910.500000 Penalty: 4554.395508
	Iteration 6F: 3 clusters Score -1173910 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1174116.750000 Penalty: 4554.395508
	Iteration 7Q: 3 clusters Score -1174117 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1174227.875000 Penalty: 4554.395508
	Iteration 8Q: 3 clusters Score -1174228 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1174305.625000 Penalty: 4554.395508
	Iteration 9Q: 3 clusters Score -1174306 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1174346.875000 Penalty: 4554.395508
	Iteration 10Q: 3 clusters Score -1174347 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1174377.000000 Penalty: 4554.395508
	Iteration 11Q: 3 clusters Score -1174377 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1174399.625000 Penalty: 4554.395508
	Iteration 12Q: 3 clusters Score -1174400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1174419.625000 Penalty: 4554.395508
	Iteration 13Q: 3 clusters Score -1174420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1174438.875000 Penalty: 4554.395508
	Iteration 14Q: 3 clusters Score -1174439 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1174459.500000 Penalty: 4554.395508
	Iteration 15Q: 3 clusters Score -1174460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1174475.250000 Penalty: 4554.395508
	Iteration 16Q: 3 clusters Score -1174475 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1174489.875000 Penalty: 4554.395508
	Iteration 17Q: 3 clusters Score -1174490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1174503.375000 Penalty: 4554.395508
	Iteration 18Q: 3 clusters Score -1174503 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1174514.500000 Penalty: 4554.395508
	Iteration 19Q: 3 clusters Score -1174514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1174531.625000 Penalty: 4554.395508
	Iteration 20F: 3 clusters Score -1174532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1174544.250000 Penalty: 4554.395508
	Iteration 21Q: 3 clusters Score -1174544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1174558.375000 Penalty: 4554.395508
	Iteration 22Q: 3 clusters Score -1174558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1174566.000000 Penalty: 4554.395508
	Iteration 23Q: 3 clusters Score -1174566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1174572.375000 Penalty: 4554.395508
	Iteration 24Q: 3 clusters Score -1174572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1174580.750000 Penalty: 4554.395508
	Iteration 25Q: 3 clusters Score -1174581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1174585.375000 Penalty: 4554.395508
	Iteration 26Q: 3 clusters Score -1174585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1174592.250000 Penalty: 4554.395508
	Iteration 27Q: 3 clusters Score -1174592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1174594.625000 Penalty: 4554.395508
	Iteration 28Q: 3 clusters Score -1174595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1174600.500000 Penalty: 4554.395508
	Iteration 29Q: 3 clusters Score -1174600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1174602.750000 Penalty: 4554.395508
	Iteration 30Q: 3 clusters Score -1174603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1174607.125000 Penalty: 4554.395508
	Iteration 31Q: 3 clusters Score -1174607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1174609.375000 Penalty: 4554.395508
	Iteration 32Q: 3 clusters Score -1174609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1174609.500000 Penalty: 4554.395508
	Iteration 33Q: 3 clusters Score -1174610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1174610.625000 Penalty: 4554.395508
	Iteration 34Q: 3 clusters Score -1174611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1174611.000000 Penalty: 4554.395508
	Iteration 35Q: 3 clusters Score -1174611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1174612.625000 Penalty: 4554.395508
	Iteration 36Q: 3 clusters Score -1174613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1174614.750000 Penalty: 4554.395508
	Iteration 37Q: 3 clusters Score -1174615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1174614.000000 Penalty: 4554.395508
	Iteration 38Q: 3 clusters Score -1174614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1174616.625000 Penalty: 4554.395508
	Iteration 39Q: 3 clusters Score -1174617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1174618.375000 Penalty: 4554.395508
	Iteration 40F: 3 clusters Score -1174618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1174624.000000 Penalty: 4554.395508
	Iteration 41Q: 3 clusters Score -1174624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1174628.250000 Penalty: 4554.395508
	Iteration 42Q: 3 clusters Score -1174628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1174629.000000 Penalty: 4554.395508
	Iteration 43Q: 3 clusters Score -1174629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1174631.625000 Penalty: 4554.395508
	Iteration 44Q: 3 clusters Score -1174632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1174637.000000 Penalty: 4554.395508
	Iteration 45Q: 3 clusters Score -1174637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1174639.375000 Penalty: 4554.395508
	Iteration 46Q: 3 clusters Score -1174639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1174640.500000 Penalty: 4554.395508
	Iteration 47Q: 3 clusters Score -1174640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1174640.375000 Penalty: 4554.395508
	Iteration 48Q: 3 clusters Score -1174640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1174640.375000 Penalty: 4554.395508
	Iteration 49F: 3 clusters Score -1174640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (149769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149769 members 
Entering Unmasked Estep 
Score: -19293446.000000 Penalty: 2955.378662
	Iteration 0F: 2 clusters Score -1.929345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -19197734.000000 Penalty: 5910.757324
	Iteration 0F: 3 clusters Score -1.919773e+07 nChanged 71676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74512 members 
Mstep: Class 2 contains 75257 members 
Entering Unmasked Estep 
Score: -19239232.000000 Penalty: 5910.757324
	Iteration 1F: 3 clusters Score -1.923923e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 75439 members 
Entering Unmasked Estep 
Score: -19239922.000000 Penalty: 5910.757324
	Iteration 2Q: 3 clusters Score -1.923992e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 75702 members 
Entering Unmasked Estep 
Score: -19240652.000000 Penalty: 5910.757324
	Iteration 3Q: 3 clusters Score -1.924065e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73679 members 
Mstep: Class 2 contains 76090 members 
Entering Unmasked Estep 
Score: -19241510.000000 Penalty: 5910.757324
	Iteration 4Q: 3 clusters Score -1.924151e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -19242788.000000 Penalty: 5910.757324
	Iteration 5Q: 3 clusters Score -1.924279e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -19244716.000000 Penalty: 5910.757324
	Iteration 6Q: 3 clusters Score -1.924472e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -19247554.000000 Penalty: 5910.757324
	Iteration 7Q: 3 clusters Score -1.924755e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 79308 members 
Entering Unmasked Estep 
Score: -19252260.000000 Penalty: 5910.757324
	Iteration 8F: 3 clusters Score -1.925226e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -19259176.000000 Penalty: 5910.757324
	Iteration 9F: 3 clusters Score -1.925918e+07 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 81031 members 
Entering Unmasked Estep 
Score: -19266552.000000 Penalty: 5910.757324
	Iteration 10F: 3 clusters Score -1.926655e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68440 members 
Mstep: Class 2 contains 81329 members 
Entering Unmasked Estep 
Score: -19270424.000000 Penalty: 5910.757324
	Iteration 11F: 3 clusters Score -1.927042e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -19271694.000000 Penalty: 5910.757324
	Iteration 12Q: 3 clusters Score -1.927169e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 81637 members 
Entering Unmasked Estep 
Score: -19272182.000000 Penalty: 5910.757324
	Iteration 13Q: 3 clusters Score -1.927218e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 81703 members 
Entering Unmasked Estep 
Score: -19272596.000000 Penalty: 5910.757324
	Iteration 14Q: 3 clusters Score -1.92726e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68095 members 
Mstep: Class 2 contains 81674 members 
Entering Unmasked Estep 
Score: -19273154.000000 Penalty: 5910.757324
	Iteration 15Q: 3 clusters Score -1.927315e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 81581 members 
Entering Unmasked Estep 
Score: -19273598.000000 Penalty: 5910.757324
	Iteration 16Q: 3 clusters Score -1.92736e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 81478 members 
Entering Unmasked Estep 
Score: -19273988.000000 Penalty: 5910.757324
	Iteration 17Q: 3 clusters Score -1.927399e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -19274254.000000 Penalty: 5910.757324
	Iteration 18Q: 3 clusters Score -1.927425e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68667 members 
Mstep: Class 2 contains 81102 members 
Entering Unmasked Estep 
Score: -19274566.000000 Penalty: 5910.757324
	Iteration 19Q: 3 clusters Score -1.927457e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68924 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -19275028.000000 Penalty: 5910.757324
	Iteration 20F: 3 clusters Score -1.927503e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69207 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -19275468.000000 Penalty: 5910.757324
	Iteration 21Q: 3 clusters Score -1.927547e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -19275770.000000 Penalty: 5910.757324
	Iteration 22Q: 3 clusters Score -1.927577e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 80022 members 
Entering Unmasked Estep 
Score: -19276036.000000 Penalty: 5910.757324
	Iteration 23Q: 3 clusters Score -1.927604e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -19276286.000000 Penalty: 5910.757324
	Iteration 24Q: 3 clusters Score -1.927629e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 79529 members 
Entering Unmasked Estep 
Score: -19276572.000000 Penalty: 5910.757324
	Iteration 25Q: 3 clusters Score -1.927657e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70480 members 
Mstep: Class 2 contains 79289 members 
Entering Unmasked Estep 
Score: -19276848.000000 Penalty: 5910.757324
	Iteration 26Q: 3 clusters Score -1.927685e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Mstep: Class 2 contains 79091 members 
Entering Unmasked Estep 
Score: -19277006.000000 Penalty: 5910.757324
	Iteration 27Q: 3 clusters Score -1.927701e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70912 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -19277406.000000 Penalty: 5910.757324
	Iteration 28Q: 3 clusters Score -1.927741e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 78628 members 
Entering Unmasked Estep 
Score: -19277648.000000 Penalty: 5910.757324
	Iteration 29Q: 3 clusters Score -1.927765e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71403 members 
Mstep: Class 2 contains 78366 members 
Entering Unmasked Estep 
Score: -19277758.000000 Penalty: 5910.757324
	Iteration 30Q: 3 clusters Score -1.927776e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 78134 members 
Entering Unmasked Estep 
Score: -19277924.000000 Penalty: 5910.757324
	Iteration 31Q: 3 clusters Score -1.927792e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71830 members 
Mstep: Class 2 contains 77939 members 
Entering Unmasked Estep 
Score: -19278072.000000 Penalty: 5910.757324
	Iteration 32Q: 3 clusters Score -1.927807e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -19278182.000000 Penalty: 5910.757324
	Iteration 33Q: 3 clusters Score -1.927818e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
Score: -19278364.000000 Penalty: 5910.757324
	Iteration 34Q: 3 clusters Score -1.927836e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 77573 members 
Entering Unmasked Estep 
Score: -19278506.000000 Penalty: 5910.757324
	Iteration 35Q: 3 clusters Score -1.927851e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72317 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -19278562.000000 Penalty: 5910.757324
	Iteration 36Q: 3 clusters Score -1.927856e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -19278642.000000 Penalty: 5910.757324
	Iteration 37Q: 3 clusters Score -1.927864e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -19278754.000000 Penalty: 5910.757324
	Iteration 38Q: 3 clusters Score -1.927875e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72576 members 
Mstep: Class 2 contains 77193 members 
Entering Unmasked Estep 
Score: -19278804.000000 Penalty: 5910.757324
	Iteration 39Q: 3 clusters Score -1.92788e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 77112 members 
Entering Unmasked Estep 
Score: -19278818.000000 Penalty: 5910.757324
	Iteration 40F: 3 clusters Score -1.927882e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 77044 members 
Entering Unmasked Estep 
Score: -19278822.000000 Penalty: 5910.757324
	Iteration 41Q: 3 clusters Score -1.927882e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72751 members 
Mstep: Class 2 contains 77018 members 
Entering Unmasked Estep 
Score: -19278888.000000 Penalty: 5910.757324
	Iteration 42Q: 3 clusters Score -1.927889e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -19278940.000000 Penalty: 5910.757324
	Iteration 43Q: 3 clusters Score -1.927894e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 76980 members 
Entering Unmasked Estep 
Score: -19278922.000000 Penalty: 5910.757324
	Iteration 44Q: 3 clusters Score -1.927892e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72814 members 
Mstep: Class 2 contains 76955 members 
Entering Unmasked Estep 
Score: -19278930.000000 Penalty: 5910.757324
	Iteration 45Q: 3 clusters Score -1.927893e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -19278924.000000 Penalty: 5910.757324
	Iteration 46Q: 3 clusters Score -1.927892e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 76914 members 
Entering Unmasked Estep 
Score: -19278920.000000 Penalty: 5910.757324
	Iteration 47Q: 3 clusters Score -1.927892e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72885 members 
Mstep: Class 2 contains 76884 members 
Entering Unmasked Estep 
Score: -19278976.000000 Penalty: 5910.757324
	Iteration 48Q: 3 clusters Score -1.927898e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 76866 members 
Entering Unmasked Estep 
Score: -19279010.000000 Penalty: 5910.757324
	Iteration 49Q: 3 clusters Score -1.927901e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72922 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -19279064.000000 Penalty: 5910.757324
	Iteration 50Q: 3 clusters Score -1.927906e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -19279070.000000 Penalty: 5910.757324
	Iteration 51Q: 3 clusters Score -1.927907e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72965 members 
Mstep: Class 2 contains 76804 members 
Entering Unmasked Estep 
Score: -19279094.000000 Penalty: 5910.757324
	Iteration 52Q: 3 clusters Score -1.927909e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 76780 members 
Entering Unmasked Estep 
Score: -19279124.000000 Penalty: 5910.757324
	Iteration 53Q: 3 clusters Score -1.927912e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -19279126.000000 Penalty: 5910.757324
	Iteration 54Q: 3 clusters Score -1.927913e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 76689 members 
Entering Unmasked Estep 
Score: -19279124.000000 Penalty: 5910.757324
	Iteration 55Q: 3 clusters Score -1.927912e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 76641 members 
Entering Unmasked Estep 
Score: -19279124.000000 Penalty: 5910.757324
	Iteration 56Q: 3 clusters Score -1.927912e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 76609 members 
Entering Unmasked Estep 
Score: -19279118.000000 Penalty: 5910.757324
	Iteration 57Q: 3 clusters Score -1.927912e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73167 members 
Mstep: Class 2 contains 76602 members 
Entering Unmasked Estep 
Score: -19279152.000000 Penalty: 5910.757324
	Iteration 58Q: 3 clusters Score -1.927915e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 76587 members 
Entering Unmasked Estep 
Score: -19279198.000000 Penalty: 5910.757324
	Iteration 59Q: 3 clusters Score -1.92792e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -19279196.000000 Penalty: 5910.757324
	Iteration 60F: 3 clusters Score -1.92792e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73209 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -19279182.000000 Penalty: 5910.757324
	Iteration 61Q: 3 clusters Score -1.927918e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73236 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -19279182.000000 Penalty: 5910.757324
	Iteration 62Q: 3 clusters Score -1.927918e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 76497 members 
Entering Unmasked Estep 
Score: -19279140.000000 Penalty: 5910.757324
	Iteration 63Q: 3 clusters Score -1.927914e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73305 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
Score: -19279164.000000 Penalty: 5910.757324
	Iteration 64Q: 3 clusters Score -1.927916e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73329 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
Score: -19279164.000000 Penalty: 5910.757324
	Iteration 65Q: 3 clusters Score -1.927916e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73358 members 
Mstep: Class 2 contains 76411 members 
Entering Unmasked Estep 
Score: -19279172.000000 Penalty: 5910.757324
	Iteration 66Q: 3 clusters Score -1.927917e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73397 members 
Mstep: Class 2 contains 76372 members 
Entering Unmasked Estep 
Score: -19279134.000000 Penalty: 5910.757324
	Iteration 67Q: 3 clusters Score -1.927913e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 76320 members 
Entering Unmasked Estep 
Score: -19279164.000000 Penalty: 5910.757324
	Iteration 68Q: 3 clusters Score -1.927916e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73494 members 
Mstep: Class 2 contains 76275 members 
Entering Unmasked Estep 
Score: -19279152.000000 Penalty: 5910.757324
	Iteration 69Q: 3 clusters Score -1.927915e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
Score: -19279126.000000 Penalty: 5910.757324
	Iteration 70Q: 3 clusters Score -1.927913e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -19279118.000000 Penalty: 5910.757324
	Iteration 71Q: 3 clusters Score -1.927912e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73579 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -19279108.000000 Penalty: 5910.757324
	Iteration 72Q: 3 clusters Score -1.927911e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -19279092.000000 Penalty: 5910.757324
	Iteration 73Q: 3 clusters Score -1.927909e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73629 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -19279090.000000 Penalty: 5910.757324
	Iteration 74Q: 3 clusters Score -1.927909e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73646 members 
Mstep: Class 2 contains 76123 members 
Entering Unmasked Estep 
Score: -19279096.000000 Penalty: 5910.757324
	Iteration 75Q: 3 clusters Score -1.92791e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73666 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -19279100.000000 Penalty: 5910.757324
	Iteration 76Q: 3 clusters Score -1.92791e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73677 members 
Mstep: Class 2 contains 76092 members 
Entering Unmasked Estep 
Score: -19279112.000000 Penalty: 5910.757324
	Iteration 77Q: 3 clusters Score -1.927911e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 76075 members 
Entering Unmasked Estep 
Score: -19279110.000000 Penalty: 5910.757324
	Iteration 78Q: 3 clusters Score -1.927911e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 76065 members 
Entering Unmasked Estep 
Score: -19279126.000000 Penalty: 5910.757324
	Iteration 79Q: 3 clusters Score -1.927913e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73707 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -19279112.000000 Penalty: 5910.757324
	Iteration 80F: 3 clusters Score -1.927911e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73718 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -19279132.000000 Penalty: 5910.757324
	Iteration 81Q: 3 clusters Score -1.927913e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73738 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -19279142.000000 Penalty: 5910.757324
	Iteration 82Q: 3 clusters Score -1.927914e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -19279144.000000 Penalty: 5910.757324
	Iteration 83Q: 3 clusters Score -1.927914e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -19279146.000000 Penalty: 5910.757324
	Iteration 84Q: 3 clusters Score -1.927915e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73747 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -19279142.000000 Penalty: 5910.757324
	Iteration 85Q: 3 clusters Score -1.927914e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 76021 members 
Entering Unmasked Estep 
Score: -19279172.000000 Penalty: 5910.757324
	Iteration 86Q: 3 clusters Score -1.927917e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 76018 members 
Entering Unmasked Estep 
Score: -19279172.000000 Penalty: 5910.757324
	Iteration 87Q: 3 clusters Score -1.927917e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 76018 members 
Entering Unmasked Estep 
Score: -19279170.000000 Penalty: 5910.757324
	Iteration 88Q: 3 clusters Score -1.927917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 76018 members 
Entering Unmasked Estep 
Score: -19279168.000000 Penalty: 5910.757324
	Iteration 89Q: 3 clusters Score -1.927917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 76023 members 
Entering Unmasked Estep 
Score: -19279190.000000 Penalty: 5910.757324
	Iteration 90Q: 3 clusters Score -1.927919e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73736 members 
Mstep: Class 2 contains 76033 members 
Entering Unmasked Estep 
Score: -19279182.000000 Penalty: 5910.757324
	Iteration 91Q: 3 clusters Score -1.927918e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
Score: -19279180.000000 Penalty: 5910.757324
	Iteration 92Q: 3 clusters Score -1.927918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 76042 members 
Entering Unmasked Estep 
Score: -19279164.000000 Penalty: 5910.757324
	Iteration 93Q: 3 clusters Score -1.927916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73729 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -19279180.000000 Penalty: 5910.757324
	Iteration 94Q: 3 clusters Score -1.927918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73733 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -19279180.000000 Penalty: 5910.757324
	Iteration 95Q: 3 clusters Score -1.927918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 76034 members 
Entering Unmasked Estep 
Score: -19279164.000000 Penalty: 5910.757324
	Iteration 96Q: 3 clusters Score -1.927916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 76028 members 
Entering Unmasked Estep 
Score: -19279186.000000 Penalty: 5910.757324
	Iteration 97Q: 3 clusters Score -1.927919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 76019 members 
Entering Unmasked Estep 
Score: -19279184.000000 Penalty: 5910.757324
	Iteration 98Q: 3 clusters Score -1.927918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -19279206.000000 Penalty: 5910.757324
	Iteration 99Q: 3 clusters Score -1.927921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73759 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -19279212.000000 Penalty: 5910.757324
	Iteration 100F: 3 clusters Score -1.927921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 76003 members 
Entering Unmasked Estep 
Score: -19279218.000000 Penalty: 5910.757324
	Iteration 101Q: 3 clusters Score -1.927922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73770 members 
Mstep: Class 2 contains 75999 members 
Entering Unmasked Estep 
Score: -19279230.000000 Penalty: 5910.757324
	Iteration 102Q: 3 clusters Score -1.927923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 75997 members 
Entering Unmasked Estep 
Score: -19279228.000000 Penalty: 5910.757324
	Iteration 103Q: 3 clusters Score -1.927923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -19279230.000000 Penalty: 5910.757324
	Iteration 104Q: 3 clusters Score -1.927923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73768 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -19279228.000000 Penalty: 5910.757324
	Iteration 105Q: 3 clusters Score -1.927923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -19279224.000000 Penalty: 5910.757324
	Iteration 106Q: 3 clusters Score -1.927922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73768 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -19279232.000000 Penalty: 5910.757324
	Iteration 107Q: 3 clusters Score -1.927923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73767 members 
Mstep: Class 2 contains 76002 members 
Entering Unmasked Estep 
Score: -19279232.000000 Penalty: 5910.757324
	Iteration 108Q: 3 clusters Score -1.927923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 76006 members 
Entering Unmasked Estep 
Score: -19279242.000000 Penalty: 5910.757324
	Iteration 109Q: 3 clusters Score -1.927924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -19279250.000000 Penalty: 5910.757324
	Iteration 110Q: 3 clusters Score -1.927925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -19279244.000000 Penalty: 5910.757324
	Iteration 111Q: 3 clusters Score -1.927924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -19279232.000000 Penalty: 5910.757324
	Iteration 112Q: 3 clusters Score -1.927923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73761 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
Score: -19279238.000000 Penalty: 5910.757324
	Iteration 113Q: 3 clusters Score -1.927924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 76009 members 
Entering Unmasked Estep 
Score: -19279222.000000 Penalty: 5910.757324
	Iteration 114Q: 3 clusters Score -1.927922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -19279222.000000 Penalty: 5910.757324
	Iteration 115Q: 3 clusters Score -1.927922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 76018 members 
Entering Unmasked Estep 
Score: -19279232.000000 Penalty: 5910.757324
	Iteration 116Q: 3 clusters Score -1.927923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 76019 members 
Entering Unmasked Estep 
Score: -19279224.000000 Penalty: 5910.757324
	Iteration 117Q: 3 clusters Score -1.927922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 76021 members 
Entering Unmasked Estep 
Score: -19279224.000000 Penalty: 5910.757324
	Iteration 118Q: 3 clusters Score -1.927922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 76019 members 
Entering Unmasked Estep 
Score: -19279218.000000 Penalty: 5910.757324
	Iteration 119Q: 3 clusters Score -1.927922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73752 members 
Mstep: Class 2 contains 76017 members 
Entering Unmasked Estep 
Score: -19279224.000000 Penalty: 5910.757324
	Iteration 120F: 3 clusters Score -1.927922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73754 members 
Mstep: Class 2 contains 76015 members 
Entering Unmasked Estep 
Score: -19279208.000000 Penalty: 5910.757324
	Iteration 121Q: 3 clusters Score -1.927921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73758 members 
Mstep: Class 2 contains 76011 members 
Entering Unmasked Estep 
Score: -19279198.000000 Penalty: 5910.757324
	Iteration 122Q: 3 clusters Score -1.92792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 76009 members 
Entering Unmasked Estep 
Score: -19279188.000000 Penalty: 5910.757324
	Iteration 123Q: 3 clusters Score -1.927919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -19279196.000000 Penalty: 5910.757324
	Iteration 124Q: 3 clusters Score -1.92792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 76006 members 
Entering Unmasked Estep 
Score: -19279188.000000 Penalty: 5910.757324
	Iteration 125Q: 3 clusters Score -1.927919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73764 members 
Mstep: Class 2 contains 76005 members 
Entering Unmasked Estep 
Score: -19279188.000000 Penalty: 5910.757324
	Iteration 126Q: 3 clusters Score -1.927919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -19279190.000000 Penalty: 5910.757324
	Iteration 127Q: 3 clusters Score -1.927919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 76003 members 
Entering Unmasked Estep 
Score: -19279188.000000 Penalty: 5910.757324
	Iteration 128Q: 3 clusters Score -1.927919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73768 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -19279190.000000 Penalty: 5910.757324
	Iteration 129Q: 3 clusters Score -1.927919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73770 members 
Mstep: Class 2 contains 75999 members 
Entering Unmasked Estep 
Score: -19279190.000000 Penalty: 5910.757324
	Iteration 130Q: 3 clusters Score -1.927919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73773 members 
Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
Score: -19279190.000000 Penalty: 5910.757324
	Iteration 131Q: 3 clusters Score -1.927919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 75994 members 
Entering Unmasked Estep 
Score: -19279182.000000 Penalty: 5910.757324
	Iteration 132Q: 3 clusters Score -1.927918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 75994 members 
Entering Unmasked Estep 
Score: -19279182.000000 Penalty: 5910.757324
	Iteration 133F: 3 clusters Score -1.927918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -38932.289062 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -38932.29 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 207 members 
Entering Unmasked Estep 
Score: -37579.265625 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -37579.27 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37935.984375 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -37935.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38232.675781 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -38232.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38492.847656 Penalty: 2992.410889
	Iteration 3F: 3 clusters Score -38492.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38690.980469 Penalty: 2992.410889
	Iteration 4F: 3 clusters Score -38690.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38798.820312 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -38798.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38890.972656 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -38890.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38900.613281 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -38900.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38909.921875 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -38909.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -38920.085938 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -38920.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38937.292969 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -38937.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38978.257812 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -38978.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39000.425781 Penalty: 2992.410889
	Iteration 12Q: 3 clusters Score -39000.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39000.425781 Penalty: 2992.410889
	Iteration 13F: 3 clusters Score -39000.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46416 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175770 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159157 members 
Mstep: Class 10 contains 143306 members 
Mstep: Class 11 contains 11965 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150840 members 
Mstep: Class 15 contains 81610 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149769 members 
Mstep: Class 18 contains 255 members 
Mstep: Class 19 contains 41099 members 
Mstep: Class 20 contains 71980 members 
Mstep: Class 21 contains 162 members 
Mstep: Class 22 contains 167200 members 
Entering Unmasked Estep 
Score: -161343008.000000 Penalty: 76770.804688
Splitting cluster 18 changes total score from -161345168.000000 to -161343008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (41099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Entering Unmasked Estep 
Score: -5251596.500000 Penalty: 2634.687256
	Iteration 0F: 2 clusters Score -5251596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -5223759.000000 Penalty: 5269.374512
	Iteration 0F: 3 clusters Score -5223759 nChanged 18742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -5233926.000000 Penalty: 5269.374512
	Iteration 1F: 3 clusters Score -5233926 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -5234396.500000 Penalty: 5269.374512
	Iteration 2Q: 3 clusters Score -5234396 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -5234822.500000 Penalty: 5269.374512
	Iteration 3Q: 3 clusters Score -5234822 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -5235146.000000 Penalty: 5269.374512
	Iteration 4Q: 3 clusters Score -5235146 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -5235463.000000 Penalty: 5269.374512
	Iteration 5Q: 3 clusters Score -5235463 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -5235875.000000 Penalty: 5269.374512
	Iteration 6Q: 3 clusters Score -5235875 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -5236393.500000 Penalty: 5269.374512
	Iteration 7Q: 3 clusters Score -5236394 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -5237135.000000 Penalty: 5269.374512
	Iteration 8Q: 3 clusters Score -5237135 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -5238204.500000 Penalty: 5269.374512
	Iteration 9Q: 3 clusters Score -5238204 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -5239860.500000 Penalty: 5269.374512
	Iteration 10F: 3 clusters Score -5239860 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -5242061.500000 Penalty: 5269.374512
	Iteration 11F: 3 clusters Score -5242062 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -5244464.500000 Penalty: 5269.374512
	Iteration 12F: 3 clusters Score -5244464 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -5246627.500000 Penalty: 5269.374512
	Iteration 13F: 3 clusters Score -5246628 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -5247961.500000 Penalty: 5269.374512
	Iteration 14Q: 3 clusters Score -5247962 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -5248631.500000 Penalty: 5269.374512
	Iteration 15Q: 3 clusters Score -5248632 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -5248954.500000 Penalty: 5269.374512
	Iteration 16Q: 3 clusters Score -5248954 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -5249111.000000 Penalty: 5269.374512
	Iteration 17Q: 3 clusters Score -5249111 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -5249190.500000 Penalty: 5269.374512
	Iteration 18Q: 3 clusters Score -5249190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -5249214.500000 Penalty: 5269.374512
	Iteration 19Q: 3 clusters Score -5249214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -5249232.500000 Penalty: 5269.374512
	Iteration 20F: 3 clusters Score -5249232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -5249242.000000 Penalty: 5269.374512
	Iteration 21Q: 3 clusters Score -5249242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -5249257.000000 Penalty: 5269.374512
	Iteration 22Q: 3 clusters Score -5249257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -5249270.500000 Penalty: 5269.374512
	Iteration 23Q: 3 clusters Score -5249270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -5249277.000000 Penalty: 5269.374512
	Iteration 24Q: 3 clusters Score -5249277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -5249290.000000 Penalty: 5269.374512
	Iteration 25Q: 3 clusters Score -5249290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -5249287.500000 Penalty: 5269.374512
	Iteration 26Q: 3 clusters Score -5249288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -5249293.500000 Penalty: 5269.374512
	Iteration 27Q: 3 clusters Score -5249294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -5249296.000000 Penalty: 5269.374512
	Iteration 28Q: 3 clusters Score -5249296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -5249290.000000 Penalty: 5269.374512
	Iteration 29Q: 3 clusters Score -5249290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -5249294.000000 Penalty: 5269.374512
	Iteration 30Q: 3 clusters Score -5249294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -5249294.000000 Penalty: 5269.374512
	Iteration 31F: 3 clusters Score -5249294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (71980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71980 members 
Entering Unmasked Estep 
Score: -9220695.000000 Penalty: 2773.667725
	Iteration 0F: 2 clusters Score -9220695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -9172458.000000 Penalty: 5547.335449
	Iteration 0F: 3 clusters Score -9172458 nChanged 33645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -9191946.000000 Penalty: 5547.335449
	Iteration 1F: 3 clusters Score -9191946 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -9193412.000000 Penalty: 5547.335449
	Iteration 2Q: 3 clusters Score -9193412 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -9195744.000000 Penalty: 5547.335449
	Iteration 3F: 3 clusters Score -9195744 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -9198836.000000 Penalty: 5547.335449
	Iteration 4F: 3 clusters Score -9198836 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -9202899.000000 Penalty: 5547.335449
	Iteration 5F: 3 clusters Score -9202899 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -9207908.000000 Penalty: 5547.335449
	Iteration 6F: 3 clusters Score -9207908 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -9211831.000000 Penalty: 5547.335449
	Iteration 7F: 3 clusters Score -9211831 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -9213513.000000 Penalty: 5547.335449
	Iteration 8Q: 3 clusters Score -9213513 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -9214162.000000 Penalty: 5547.335449
	Iteration 9Q: 3 clusters Score -9214162 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -9214527.000000 Penalty: 5547.335449
	Iteration 10Q: 3 clusters Score -9214527 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -9214745.000000 Penalty: 5547.335449
	Iteration 11Q: 3 clusters Score -9214745 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55951 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -9214934.000000 Penalty: 5547.335449
	Iteration 12Q: 3 clusters Score -9214934 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56741 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -9215161.000000 Penalty: 5547.335449
	Iteration 13Q: 3 clusters Score -9215161 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -9215393.000000 Penalty: 5547.335449
	Iteration 14Q: 3 clusters Score -9215393 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -9215604.000000 Penalty: 5547.335449
	Iteration 15Q: 3 clusters Score -9215604 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -9215828.000000 Penalty: 5547.335449
	Iteration 16Q: 3 clusters Score -9215828 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -9216061.000000 Penalty: 5547.335449
	Iteration 17Q: 3 clusters Score -9216061 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -9216251.000000 Penalty: 5547.335449
	Iteration 18Q: 3 clusters Score -9216251 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -9216463.000000 Penalty: 5547.335449
	Iteration 19Q: 3 clusters Score -9216463 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -9216679.000000 Penalty: 5547.335449
	Iteration 20F: 3 clusters Score -9216679 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62403 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -9216885.000000 Penalty: 5547.335449
	Iteration 21Q: 3 clusters Score -9216885 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -9217061.000000 Penalty: 5547.335449
	Iteration 22Q: 3 clusters Score -9217061 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -9217174.000000 Penalty: 5547.335449
	Iteration 23Q: 3 clusters Score -9217174 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64012 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -9217333.000000 Penalty: 5547.335449
	Iteration 24Q: 3 clusters Score -9217333 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -9217507.000000 Penalty: 5547.335449
	Iteration 25Q: 3 clusters Score -9217507 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64927 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -9217611.000000 Penalty: 5547.335449
	Iteration 26Q: 3 clusters Score -9217611 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -9217681.000000 Penalty: 5547.335449
	Iteration 27Q: 3 clusters Score -9217681 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65643 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -9217763.000000 Penalty: 5547.335449
	Iteration 28Q: 3 clusters Score -9217763 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -9217867.000000 Penalty: 5547.335449
	Iteration 29Q: 3 clusters Score -9217867 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66268 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -9217924.000000 Penalty: 5547.335449
	Iteration 30Q: 3 clusters Score -9217924 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66520 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -9217961.000000 Penalty: 5547.335449
	Iteration 31Q: 3 clusters Score -9217961 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66754 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -9217994.000000 Penalty: 5547.335449
	Iteration 32Q: 3 clusters Score -9217994 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66997 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -9218078.000000 Penalty: 5547.335449
	Iteration 33Q: 3 clusters Score -9218078 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67203 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -9218146.000000 Penalty: 5547.335449
	Iteration 34Q: 3 clusters Score -9218146 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -9218198.000000 Penalty: 5547.335449
	Iteration 35Q: 3 clusters Score -9218198 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67596 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -9218246.000000 Penalty: 5547.335449
	Iteration 36Q: 3 clusters Score -9218246 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -9218280.000000 Penalty: 5547.335449
	Iteration 37Q: 3 clusters Score -9218280 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -9218323.000000 Penalty: 5547.335449
	Iteration 38Q: 3 clusters Score -9218323 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -9218338.000000 Penalty: 5547.335449
	Iteration 39Q: 3 clusters Score -9218338 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -9218377.000000 Penalty: 5547.335449
	Iteration 40F: 3 clusters Score -9218377 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68375 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -9218381.000000 Penalty: 5547.335449
	Iteration 41Q: 3 clusters Score -9218381 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68495 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -9218399.000000 Penalty: 5547.335449
	Iteration 42Q: 3 clusters Score -9218399 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -9218441.000000 Penalty: 5547.335449
	Iteration 43Q: 3 clusters Score -9218441 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68705 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -9218450.000000 Penalty: 5547.335449
	Iteration 44Q: 3 clusters Score -9218450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68814 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -9218491.000000 Penalty: 5547.335449
	Iteration 45Q: 3 clusters Score -9218491 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68916 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -9218534.000000 Penalty: 5547.335449
	Iteration 46Q: 3 clusters Score -9218534 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69002 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -9218562.000000 Penalty: 5547.335449
	Iteration 47Q: 3 clusters Score -9218562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -9218566.000000 Penalty: 5547.335449
	Iteration 48Q: 3 clusters Score -9218566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69141 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -9218574.000000 Penalty: 5547.335449
	Iteration 49Q: 3 clusters Score -9218574 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69204 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -9218576.000000 Penalty: 5547.335449
	Iteration 50Q: 3 clusters Score -9218576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69266 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -9218602.000000 Penalty: 5547.335449
	Iteration 51Q: 3 clusters Score -9218602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -9218612.000000 Penalty: 5547.335449
	Iteration 52Q: 3 clusters Score -9218612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -9218637.000000 Penalty: 5547.335449
	Iteration 53Q: 3 clusters Score -9218637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69434 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -9218631.000000 Penalty: 5547.335449
	Iteration 54Q: 3 clusters Score -9218631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69471 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -9218635.000000 Penalty: 5547.335449
	Iteration 55Q: 3 clusters Score -9218635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -9218646.000000 Penalty: 5547.335449
	Iteration 56Q: 3 clusters Score -9218646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -9218654.000000 Penalty: 5547.335449
	Iteration 57Q: 3 clusters Score -9218654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -9218643.000000 Penalty: 5547.335449
	Iteration 58Q: 3 clusters Score -9218643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69589 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -9218641.000000 Penalty: 5547.335449
	Iteration 59Q: 3 clusters Score -9218641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9218648.000000 Penalty: 5547.335449
	Iteration 60F: 3 clusters Score -9218648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69640 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -9218659.000000 Penalty: 5547.335449
	Iteration 61Q: 3 clusters Score -9218659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69670 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -9218670.000000 Penalty: 5547.335449
	Iteration 62Q: 3 clusters Score -9218670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69702 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9218673.000000 Penalty: 5547.335449
	Iteration 63Q: 3 clusters Score -9218673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69738 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -9218700.000000 Penalty: 5547.335449
	Iteration 64Q: 3 clusters Score -9218700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -9218702.000000 Penalty: 5547.335449
	Iteration 65Q: 3 clusters Score -9218702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69793 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -9218698.000000 Penalty: 5547.335449
	Iteration 66Q: 3 clusters Score -9218698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -9218707.000000 Penalty: 5547.335449
	Iteration 67Q: 3 clusters Score -9218707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -9218707.000000 Penalty: 5547.335449
	Iteration 68Q: 3 clusters Score -9218707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69843 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9218703.000000 Penalty: 5547.335449
	Iteration 69Q: 3 clusters Score -9218703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69851 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -9218702.000000 Penalty: 5547.335449
	Iteration 70Q: 3 clusters Score -9218702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69854 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -9218699.000000 Penalty: 5547.335449
	Iteration 71Q: 3 clusters Score -9218699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69857 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -9218706.000000 Penalty: 5547.335449
	Iteration 72Q: 3 clusters Score -9218706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -9218705.000000 Penalty: 5547.335449
	Iteration 73Q: 3 clusters Score -9218705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -9218710.000000 Penalty: 5547.335449
	Iteration 74Q: 3 clusters Score -9218710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -9218710.000000 Penalty: 5547.335449
	Iteration 75F: 3 clusters Score -9218710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (167200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167200 members 
Entering Unmasked Estep 
Score: -21240826.000000 Penalty: 2982.682617
	Iteration 0F: 2 clusters Score -2.124083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 83789 members 
Entering Unmasked Estep 
Score: -21130064.000000 Penalty: 5965.365234
	Iteration 0F: 3 clusters Score -2.113006e+07 nChanged 80186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 85935 members 
Entering Unmasked Estep 
Score: -21177150.000000 Penalty: 5965.365234
	Iteration 1F: 3 clusters Score -2.117715e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80344 members 
Mstep: Class 2 contains 86856 members 
Entering Unmasked Estep 
Score: -21178562.000000 Penalty: 5965.365234
	Iteration 2Q: 3 clusters Score -2.117856e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78972 members 
Mstep: Class 2 contains 88228 members 
Entering Unmasked Estep 
Score: -21180358.000000 Penalty: 5965.365234
	Iteration 3Q: 3 clusters Score -2.118036e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 90187 members 
Entering Unmasked Estep 
Score: -21183352.000000 Penalty: 5965.365234
	Iteration 4Q: 3 clusters Score -2.118335e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -21188336.000000 Penalty: 5965.365234
	Iteration 5Q: 3 clusters Score -2.118834e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 95675 members 
Entering Unmasked Estep 
Score: -21194530.000000 Penalty: 5965.365234
	Iteration 6F: 3 clusters Score -2.119453e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Mstep: Class 2 contains 98587 members 
Entering Unmasked Estep 
Score: -21201508.000000 Penalty: 5965.365234
	Iteration 7F: 3 clusters Score -2.120151e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 101199 members 
Entering Unmasked Estep 
Score: -21208306.000000 Penalty: 5965.365234
	Iteration 8F: 3 clusters Score -2.120831e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64008 members 
Mstep: Class 2 contains 103192 members 
Entering Unmasked Estep 
Score: -21214336.000000 Penalty: 5965.365234
	Iteration 9F: 3 clusters Score -2.121434e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 104726 members 
Entering Unmasked Estep 
Score: -21218484.000000 Penalty: 5965.365234
	Iteration 10Q: 3 clusters Score -2.121848e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61278 members 
Mstep: Class 2 contains 105922 members 
Entering Unmasked Estep 
Score: -21220822.000000 Penalty: 5965.365234
	Iteration 11Q: 3 clusters Score -2.122082e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 107030 members 
Entering Unmasked Estep 
Score: -21221988.000000 Penalty: 5965.365234
	Iteration 12Q: 3 clusters Score -2.122199e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 108207 members 
Entering Unmasked Estep 
Score: -21222746.000000 Penalty: 5965.365234
	Iteration 13Q: 3 clusters Score -2.122275e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 109378 members 
Entering Unmasked Estep 
Score: -21223312.000000 Penalty: 5965.365234
	Iteration 14Q: 3 clusters Score -2.122331e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 110586 members 
Entering Unmasked Estep 
Score: -21223766.000000 Penalty: 5965.365234
	Iteration 15Q: 3 clusters Score -2.122377e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 111882 members 
Entering Unmasked Estep 
Score: -21224334.000000 Penalty: 5965.365234
	Iteration 16Q: 3 clusters Score -2.122433e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 113085 members 
Entering Unmasked Estep 
Score: -21224718.000000 Penalty: 5965.365234
	Iteration 17Q: 3 clusters Score -2.122472e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 114339 members 
Entering Unmasked Estep 
Score: -21225170.000000 Penalty: 5965.365234
	Iteration 18Q: 3 clusters Score -2.122517e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 115582 members 
Entering Unmasked Estep 
Score: -21225644.000000 Penalty: 5965.365234
	Iteration 19Q: 3 clusters Score -2.122564e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 116787 members 
Entering Unmasked Estep 
Score: -21226052.000000 Penalty: 5965.365234
	Iteration 20F: 3 clusters Score -2.122605e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 117979 members 
Entering Unmasked Estep 
Score: -21226522.000000 Penalty: 5965.365234
	Iteration 21Q: 3 clusters Score -2.122652e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 119161 members 
Entering Unmasked Estep 
Score: -21226900.000000 Penalty: 5965.365234
	Iteration 22Q: 3 clusters Score -2.12269e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 120320 members 
Entering Unmasked Estep 
Score: -21227174.000000 Penalty: 5965.365234
	Iteration 23Q: 3 clusters Score -2.122717e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 121433 members 
Entering Unmasked Estep 
Score: -21227652.000000 Penalty: 5965.365234
	Iteration 24Q: 3 clusters Score -2.122765e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 122471 members 
Entering Unmasked Estep 
Score: -21227986.000000 Penalty: 5965.365234
	Iteration 25Q: 3 clusters Score -2.122799e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 123515 members 
Entering Unmasked Estep 
Score: -21228390.000000 Penalty: 5965.365234
	Iteration 26Q: 3 clusters Score -2.122839e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 124647 members 
Entering Unmasked Estep 
Score: -21228878.000000 Penalty: 5965.365234
	Iteration 27Q: 3 clusters Score -2.122888e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 125765 members 
Entering Unmasked Estep 
Score: -21229316.000000 Penalty: 5965.365234
	Iteration 28Q: 3 clusters Score -2.122932e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 126910 members 
Entering Unmasked Estep 
Score: -21229582.000000 Penalty: 5965.365234
	Iteration 29Q: 3 clusters Score -2.122958e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 128049 members 
Entering Unmasked Estep 
Score: -21229860.000000 Penalty: 5965.365234
	Iteration 30Q: 3 clusters Score -2.122986e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 129168 members 
Entering Unmasked Estep 
Score: -21230148.000000 Penalty: 5965.365234
	Iteration 31Q: 3 clusters Score -2.123015e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 130330 members 
Entering Unmasked Estep 
Score: -21230414.000000 Penalty: 5965.365234
	Iteration 32Q: 3 clusters Score -2.123041e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 131512 members 
Entering Unmasked Estep 
Score: -21230664.000000 Penalty: 5965.365234
	Iteration 33Q: 3 clusters Score -2.123066e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 132673 members 
Entering Unmasked Estep 
Score: -21230886.000000 Penalty: 5965.365234
	Iteration 34Q: 3 clusters Score -2.123089e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 133816 members 
Entering Unmasked Estep 
Score: -21231128.000000 Penalty: 5965.365234
	Iteration 35Q: 3 clusters Score -2.123113e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 135004 members 
Entering Unmasked Estep 
Score: -21231294.000000 Penalty: 5965.365234
	Iteration 36Q: 3 clusters Score -2.123129e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 136167 members 
Entering Unmasked Estep 
Score: -21231568.000000 Penalty: 5965.365234
	Iteration 37Q: 3 clusters Score -2.123157e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 137400 members 
Entering Unmasked Estep 
Score: -21231894.000000 Penalty: 5965.365234
	Iteration 38Q: 3 clusters Score -2.123189e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 138639 members 
Entering Unmasked Estep 
Score: -21232028.000000 Penalty: 5965.365234
	Iteration 39Q: 3 clusters Score -2.123203e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 139922 members 
Entering Unmasked Estep 
Score: -21232328.000000 Penalty: 5965.365234
	Iteration 40F: 3 clusters Score -2.123233e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 141250 members 
Entering Unmasked Estep 
Score: -21232664.000000 Penalty: 5965.365234
	Iteration 41Q: 3 clusters Score -2.123266e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 142662 members 
Entering Unmasked Estep 
Score: -21232964.000000 Penalty: 5965.365234
	Iteration 42Q: 3 clusters Score -2.123296e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 144073 members 
Entering Unmasked Estep 
Score: -21233274.000000 Penalty: 5965.365234
	Iteration 43Q: 3 clusters Score -2.123327e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 145516 members 
Entering Unmasked Estep 
Score: -21233648.000000 Penalty: 5965.365234
	Iteration 44Q: 3 clusters Score -2.123365e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 146976 members 
Entering Unmasked Estep 
Score: -21233984.000000 Penalty: 5965.365234
	Iteration 45Q: 3 clusters Score -2.123398e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -21234362.000000 Penalty: 5965.365234
	Iteration 46Q: 3 clusters Score -2.123436e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 149904 members 
Entering Unmasked Estep 
Score: -21234714.000000 Penalty: 5965.365234
	Iteration 47Q: 3 clusters Score -2.123471e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 151264 members 
Entering Unmasked Estep 
Score: -21235026.000000 Penalty: 5965.365234
	Iteration 48Q: 3 clusters Score -2.123503e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 152552 members 
Entering Unmasked Estep 
Score: -21235336.000000 Penalty: 5965.365234
	Iteration 49Q: 3 clusters Score -2.123534e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 153807 members 
Entering Unmasked Estep 
Score: -21235700.000000 Penalty: 5965.365234
	Iteration 50Q: 3 clusters Score -2.12357e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 154964 members 
Entering Unmasked Estep 
Score: -21235912.000000 Penalty: 5965.365234
	Iteration 51Q: 3 clusters Score -2.123591e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 155970 members 
Entering Unmasked Estep 
Score: -21236106.000000 Penalty: 5965.365234
	Iteration 52Q: 3 clusters Score -2.123611e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 156904 members 
Entering Unmasked Estep 
Score: -21236338.000000 Penalty: 5965.365234
	Iteration 53Q: 3 clusters Score -2.123634e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 157798 members 
Entering Unmasked Estep 
Score: -21236604.000000 Penalty: 5965.365234
	Iteration 54Q: 3 clusters Score -2.12366e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 158564 members 
Entering Unmasked Estep 
Score: -21236746.000000 Penalty: 5965.365234
	Iteration 55Q: 3 clusters Score -2.123675e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 159274 members 
Entering Unmasked Estep 
Score: -21236902.000000 Penalty: 5965.365234
	Iteration 56Q: 3 clusters Score -2.12369e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 159903 members 
Entering Unmasked Estep 
Score: -21237070.000000 Penalty: 5965.365234
	Iteration 57Q: 3 clusters Score -2.123707e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 160493 members 
Entering Unmasked Estep 
Score: -21237214.000000 Penalty: 5965.365234
	Iteration 58Q: 3 clusters Score -2.123721e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 161034 members 
Entering Unmasked Estep 
Score: -21237298.000000 Penalty: 5965.365234
	Iteration 59Q: 3 clusters Score -2.12373e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 161513 members 
Entering Unmasked Estep 
Score: -21237426.000000 Penalty: 5965.365234
	Iteration 60F: 3 clusters Score -2.123743e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 161945 members 
Entering Unmasked Estep 
Score: -21237568.000000 Penalty: 5965.365234
	Iteration 61Q: 3 clusters Score -2.123757e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 162318 members 
Entering Unmasked Estep 
Score: -21237632.000000 Penalty: 5965.365234
	Iteration 62Q: 3 clusters Score -2.123763e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 162653 members 
Entering Unmasked Estep 
Score: -21237742.000000 Penalty: 5965.365234
	Iteration 63Q: 3 clusters Score -2.123774e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 162961 members 
Entering Unmasked Estep 
Score: -21237834.000000 Penalty: 5965.365234
	Iteration 64Q: 3 clusters Score -2.123783e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 163209 members 
Entering Unmasked Estep 
Score: -21237972.000000 Penalty: 5965.365234
	Iteration 65Q: 3 clusters Score -2.123797e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 163435 members 
Entering Unmasked Estep 
Score: -21237974.000000 Penalty: 5965.365234
	Iteration 66Q: 3 clusters Score -2.123797e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 163612 members 
Entering Unmasked Estep 
Score: -21238044.000000 Penalty: 5965.365234
	Iteration 67Q: 3 clusters Score -2.123804e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 163771 members 
Entering Unmasked Estep 
Score: -21238056.000000 Penalty: 5965.365234
	Iteration 68Q: 3 clusters Score -2.123806e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 163924 members 
Entering Unmasked Estep 
Score: -21238090.000000 Penalty: 5965.365234
	Iteration 69Q: 3 clusters Score -2.123809e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 164070 members 
Entering Unmasked Estep 
Score: -21238148.000000 Penalty: 5965.365234
	Iteration 70Q: 3 clusters Score -2.123815e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 164198 members 
Entering Unmasked Estep 
Score: -21238174.000000 Penalty: 5965.365234
	Iteration 71Q: 3 clusters Score -2.123817e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 164303 members 
Entering Unmasked Estep 
Score: -21238182.000000 Penalty: 5965.365234
	Iteration 72Q: 3 clusters Score -2.123818e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 164402 members 
Entering Unmasked Estep 
Score: -21238216.000000 Penalty: 5965.365234
	Iteration 73Q: 3 clusters Score -2.123822e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 164492 members 
Entering Unmasked Estep 
Score: -21238230.000000 Penalty: 5965.365234
	Iteration 74Q: 3 clusters Score -2.123823e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 164563 members 
Entering Unmasked Estep 
Score: -21238282.000000 Penalty: 5965.365234
	Iteration 75Q: 3 clusters Score -2.123828e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 164615 members 
Entering Unmasked Estep 
Score: -21238300.000000 Penalty: 5965.365234
	Iteration 76Q: 3 clusters Score -2.12383e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 164673 members 
Entering Unmasked Estep 
Score: -21238286.000000 Penalty: 5965.365234
	Iteration 77Q: 3 clusters Score -2.123829e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 164741 members 
Entering Unmasked Estep 
Score: -21238304.000000 Penalty: 5965.365234
	Iteration 78Q: 3 clusters Score -2.12383e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 164801 members 
Entering Unmasked Estep 
Score: -21238332.000000 Penalty: 5965.365234
	Iteration 79Q: 3 clusters Score -2.123833e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 164861 members 
Entering Unmasked Estep 
Score: -21238338.000000 Penalty: 5965.365234
	Iteration 80F: 3 clusters Score -2.123834e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 164920 members 
Entering Unmasked Estep 
Score: -21238358.000000 Penalty: 5965.365234
	Iteration 81Q: 3 clusters Score -2.123836e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 164977 members 
Entering Unmasked Estep 
Score: -21238394.000000 Penalty: 5965.365234
	Iteration 82Q: 3 clusters Score -2.123839e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 165029 members 
Entering Unmasked Estep 
Score: -21238412.000000 Penalty: 5965.365234
	Iteration 83Q: 3 clusters Score -2.123841e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 165074 members 
Entering Unmasked Estep 
Score: -21238450.000000 Penalty: 5965.365234
	Iteration 84Q: 3 clusters Score -2.123845e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 165109 members 
Entering Unmasked Estep 
Score: -21238468.000000 Penalty: 5965.365234
	Iteration 85Q: 3 clusters Score -2.123847e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 165134 members 
Entering Unmasked Estep 
Score: -21238460.000000 Penalty: 5965.365234
	Iteration 86Q: 3 clusters Score -2.123846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 165156 members 
Entering Unmasked Estep 
Score: -21238466.000000 Penalty: 5965.365234
	Iteration 87Q: 3 clusters Score -2.123847e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 165179 members 
Entering Unmasked Estep 
Score: -21238468.000000 Penalty: 5965.365234
	Iteration 88Q: 3 clusters Score -2.123847e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 165203 members 
Entering Unmasked Estep 
Score: -21238460.000000 Penalty: 5965.365234
	Iteration 89Q: 3 clusters Score -2.123846e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 165212 members 
Entering Unmasked Estep 
Score: -21238482.000000 Penalty: 5965.365234
	Iteration 90Q: 3 clusters Score -2.123848e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 165224 members 
Entering Unmasked Estep 
Score: -21238500.000000 Penalty: 5965.365234
	Iteration 91Q: 3 clusters Score -2.12385e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 165244 members 
Entering Unmasked Estep 
Score: -21238496.000000 Penalty: 5965.365234
	Iteration 92Q: 3 clusters Score -2.12385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 165254 members 
Entering Unmasked Estep 
Score: -21238506.000000 Penalty: 5965.365234
	Iteration 93Q: 3 clusters Score -2.123851e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 165268 members 
Entering Unmasked Estep 
Score: -21238488.000000 Penalty: 5965.365234
	Iteration 94Q: 3 clusters Score -2.123849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 165277 members 
Entering Unmasked Estep 
Score: -21238504.000000 Penalty: 5965.365234
	Iteration 95Q: 3 clusters Score -2.12385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 165288 members 
Entering Unmasked Estep 
Score: -21238514.000000 Penalty: 5965.365234
	Iteration 96Q: 3 clusters Score -2.123851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 165299 members 
Entering Unmasked Estep 
Score: -21238514.000000 Penalty: 5965.365234
	Iteration 97Q: 3 clusters Score -2.123851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 165305 members 
Entering Unmasked Estep 
Score: -21238528.000000 Penalty: 5965.365234
	Iteration 98Q: 3 clusters Score -2.123853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 165305 members 
Entering Unmasked Estep 
Score: -21238514.000000 Penalty: 5965.365234
	Iteration 99Q: 3 clusters Score -2.123851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 165305 members 
Entering Unmasked Estep 
Score: -21238508.000000 Penalty: 5965.365234
	Iteration 100F: 3 clusters Score -2.123851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 165307 members 
Entering Unmasked Estep 
Score: -21238522.000000 Penalty: 5965.365234
	Iteration 101Q: 3 clusters Score -2.123852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 165308 members 
Entering Unmasked Estep 
Score: -21238518.000000 Penalty: 5965.365234
	Iteration 102Q: 3 clusters Score -2.123852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 165309 members 
Entering Unmasked Estep 
Score: -21238526.000000 Penalty: 5965.365234
	Iteration 103Q: 3 clusters Score -2.123853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 165310 members 
Entering Unmasked Estep 
Score: -21238528.000000 Penalty: 5965.365234
	Iteration 104Q: 3 clusters Score -2.123853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 165311 members 
Entering Unmasked Estep 
Score: -21238530.000000 Penalty: 5965.365234
	Iteration 105Q: 3 clusters Score -2.123853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 165312 members 
Entering Unmasked Estep 
Score: -21238526.000000 Penalty: 5965.365234
	Iteration 106Q: 3 clusters Score -2.123853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 165312 members 
Entering Unmasked Estep 
Score: -21238526.000000 Penalty: 5965.365234
	Iteration 107F: 3 clusters Score -2.123853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46416 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175770 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159157 members 
Mstep: Class 10 contains 143306 members 
Mstep: Class 11 contains 11965 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150840 members 
Mstep: Class 15 contains 81610 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149769 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41099 members 
Mstep: Class 20 contains 71980 members 
Mstep: Class 22 contains 167200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344960.000000 Penalty: 73281.218750
Iteration 439Q: 22 clusters Score -1.61345e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46419 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175766 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159168 members 
Mstep: Class 10 contains 143315 members 
Mstep: Class 11 contains 11965 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150818 members 
Mstep: Class 15 contains 81626 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149764 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41094 members 
Mstep: Class 20 contains 71989 members 
Mstep: Class 22 contains 167188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344832.000000 Penalty: 73281.218750
Iteration 440F: 22 clusters Score -1.613448e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46420 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175740 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159188 members 
Mstep: Class 10 contains 143324 members 
Mstep: Class 11 contains 11964 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150787 members 
Mstep: Class 15 contains 81636 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149773 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41086 members 
Mstep: Class 20 contains 71993 members 
Mstep: Class 22 contains 167197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344912.000000 Penalty: 73281.218750
Iteration 441Q: 22 clusters Score -1.613449e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46421 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175715 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159212 members 
Mstep: Class 10 contains 143316 members 
Mstep: Class 11 contains 11966 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150776 members 
Mstep: Class 15 contains 81648 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149768 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41082 members 
Mstep: Class 20 contains 71997 members 
Mstep: Class 22 contains 167203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345040.000000 Penalty: 73281.218750
Iteration 442Q: 22 clusters Score -1.61345e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73237 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46420 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175711 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159213 members 
Mstep: Class 10 contains 143320 members 
Mstep: Class 11 contains 11966 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150760 members 
Mstep: Class 15 contains 81651 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149775 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41078 members 
Mstep: Class 20 contains 72004 members 
Mstep: Class 22 contains 167200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345072.000000 Penalty: 73281.218750
Iteration 443Q: 22 clusters Score -1.613451e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73235 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46421 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175713 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159213 members 
Mstep: Class 10 contains 143308 members 
Mstep: Class 11 contains 11969 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150748 members 
Mstep: Class 15 contains 81644 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149780 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41071 members 
Mstep: Class 20 contains 72021 members 
Mstep: Class 22 contains 167212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345264.000000 Penalty: 73281.218750
Iteration 444Q: 22 clusters Score -1.613453e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73236 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46421 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175724 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159214 members 
Mstep: Class 10 contains 143290 members 
Mstep: Class 11 contains 11968 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150732 members 
Mstep: Class 15 contains 81649 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149773 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41070 members 
Mstep: Class 20 contains 72029 members 
Mstep: Class 22 contains 167229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345184.000000 Penalty: 73281.218750
Iteration 445Q: 22 clusters Score -1.613452e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46421 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175719 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159230 members 
Mstep: Class 10 contains 143280 members 
Mstep: Class 11 contains 11967 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150710 members 
Mstep: Class 15 contains 81645 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149767 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41066 members 
Mstep: Class 20 contains 72045 members 
Mstep: Class 22 contains 167245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345008.000000 Penalty: 73281.218750
Iteration 446Q: 22 clusters Score -1.61345e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73236 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46422 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175738 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159241 members 
Mstep: Class 10 contains 143274 members 
Mstep: Class 11 contains 11966 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150696 members 
Mstep: Class 15 contains 81641 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149756 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41059 members 
Mstep: Class 20 contains 72048 members 
Mstep: Class 22 contains 167259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345008.000000 Penalty: 73281.218750
Iteration 447Q: 22 clusters Score -1.61345e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73238 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46423 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175740 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159243 members 
Mstep: Class 10 contains 143274 members 
Mstep: Class 11 contains 11966 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150686 members 
Mstep: Class 15 contains 81649 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 149753 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41057 members 
Mstep: Class 20 contains 72054 members 
Mstep: Class 22 contains 167253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345120.000000 Penalty: 73281.218750
Iteration 448Q: 22 clusters Score -1.613451e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46424 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175751 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159240 members 
Mstep: Class 10 contains 143259 members 
Mstep: Class 11 contains 11966 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150667 members 
Mstep: Class 15 contains 81657 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149766 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41053 members 
Mstep: Class 20 contains 72061 members 
Mstep: Class 22 contains 167250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345152.000000 Penalty: 73281.218750
Iteration 449Q: 22 clusters Score -1.613452e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46426 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175766 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159232 members 
Mstep: Class 10 contains 143253 members 
Mstep: Class 11 contains 11968 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150655 members 
Mstep: Class 15 contains 81660 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149763 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41045 members 
Mstep: Class 20 contains 72070 members 
Mstep: Class 22 contains 167247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345168.000000 Penalty: 73281.218750
Iteration 450Q: 22 clusters Score -1.613452e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73256 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46427 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175784 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159221 members 
Mstep: Class 10 contains 143255 members 
Mstep: Class 11 contains 11971 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150633 members 
Mstep: Class 15 contains 81669 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149764 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41037 members 
Mstep: Class 20 contains 72076 members 
Mstep: Class 22 contains 167242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345088.000000 Penalty: 73281.218750
Iteration 451Q: 22 clusters Score -1.613451e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73261 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46428 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175809 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159223 members 
Mstep: Class 10 contains 143247 members 
Mstep: Class 11 contains 11970 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150599 members 
Mstep: Class 15 contains 81679 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149766 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41032 members 
Mstep: Class 20 contains 72073 members 
Mstep: Class 22 contains 167248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344912.000000 Penalty: 73281.218750
Iteration 452Q: 22 clusters Score -1.613449e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46429 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175828 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159216 members 
Mstep: Class 10 contains 143227 members 
Mstep: Class 11 contains 11971 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150576 members 
Mstep: Class 15 contains 81695 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149763 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41032 members 
Mstep: Class 20 contains 72076 members 
Mstep: Class 22 contains 167260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345056.000000 Penalty: 73281.218750
Iteration 453Q: 22 clusters Score -1.613451e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46430 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175841 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159220 members 
Mstep: Class 10 contains 143221 members 
Mstep: Class 11 contains 11973 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150562 members 
Mstep: Class 15 contains 81702 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149755 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41024 members 
Mstep: Class 20 contains 72082 members 
Mstep: Class 22 contains 167259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345008.000000 Penalty: 73281.218750
Iteration 454Q: 22 clusters Score -1.61345e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73268 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46430 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175841 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159228 members 
Mstep: Class 10 contains 143191 members 
Mstep: Class 11 contains 11975 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150566 members 
Mstep: Class 15 contains 81705 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149751 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41017 members 
Mstep: Class 20 contains 72089 members 
Mstep: Class 22 contains 167273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345024.000000 Penalty: 73281.218750
Iteration 455Q: 22 clusters Score -1.61345e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46430 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175846 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159237 members 
Mstep: Class 10 contains 143171 members 
Mstep: Class 11 contains 11975 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150563 members 
Mstep: Class 15 contains 81710 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149743 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41016 members 
Mstep: Class 20 contains 72090 members 
Mstep: Class 22 contains 167283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344992.000000 Penalty: 73281.218750
Iteration 456Q: 22 clusters Score -1.61345e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46431 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175863 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159225 members 
Mstep: Class 10 contains 143161 members 
Mstep: Class 11 contains 11977 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150562 members 
Mstep: Class 15 contains 81715 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149741 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41016 members 
Mstep: Class 20 contains 72097 members 
Mstep: Class 22 contains 167274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345152.000000 Penalty: 73281.218750
Iteration 457Q: 22 clusters Score -1.613452e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46431 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175870 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159209 members 
Mstep: Class 10 contains 143159 members 
Mstep: Class 11 contains 11978 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150563 members 
Mstep: Class 15 contains 81726 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149745 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41012 members 
Mstep: Class 20 contains 72110 members 
Mstep: Class 22 contains 167255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345040.000000 Penalty: 73281.218750
Iteration 458Q: 22 clusters Score -1.61345e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46432 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1063 members 
Mstep: Class 6 contains 175878 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159202 members 
Mstep: Class 10 contains 143166 members 
Mstep: Class 11 contains 11980 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150556 members 
Mstep: Class 15 contains 81733 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149746 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41012 members 
Mstep: Class 20 contains 72116 members 
Mstep: Class 22 contains 167237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345024.000000 Penalty: 73281.218750
Iteration 459Q: 22 clusters Score -1.61345e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46432 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1061 members 
Mstep: Class 6 contains 175886 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159202 members 
Mstep: Class 10 contains 143165 members 
Mstep: Class 11 contains 11979 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150552 members 
Mstep: Class 15 contains 81737 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149746 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41011 members 
Mstep: Class 20 contains 72120 members 
Mstep: Class 22 contains 167227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161344880.000000 Penalty: 73281.218750
Iteration 460F: 22 clusters Score -1.613449e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46430 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1061 members 
Mstep: Class 6 contains 175896 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159199 members 
Mstep: Class 10 contains 143166 members 
Mstep: Class 11 contains 11980 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150540 members 
Mstep: Class 15 contains 81742 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149744 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41010 members 
Mstep: Class 20 contains 72124 members 
Mstep: Class 22 contains 167222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345072.000000 Penalty: 73281.218750
Iteration 461Q: 22 clusters Score -1.613451e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46429 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 175907 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159195 members 
Mstep: Class 10 contains 143169 members 
Mstep: Class 11 contains 11981 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150547 members 
Mstep: Class 15 contains 81742 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149734 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41014 members 
Mstep: Class 20 contains 72124 members 
Mstep: Class 22 contains 167209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345136.000000 Penalty: 73281.218750
Iteration 462Q: 22 clusters Score -1.613451e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46429 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175933 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159179 members 
Mstep: Class 10 contains 143166 members 
Mstep: Class 11 contains 11979 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150551 members 
Mstep: Class 15 contains 81744 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149730 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41014 members 
Mstep: Class 20 contains 72123 members 
Mstep: Class 22 contains 167199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345152.000000 Penalty: 73281.218750
Iteration 463Q: 22 clusters Score -1.613452e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46428 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175945 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159173 members 
Mstep: Class 10 contains 143159 members 
Mstep: Class 11 contains 11977 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150554 members 
Mstep: Class 15 contains 81743 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149733 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41017 members 
Mstep: Class 20 contains 72122 members 
Mstep: Class 22 contains 167194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345104.000000 Penalty: 73281.218750
Iteration 464Q: 22 clusters Score -1.613451e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46428 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175962 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159157 members 
Mstep: Class 10 contains 143158 members 
Mstep: Class 11 contains 11977 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150543 members 
Mstep: Class 15 contains 81747 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149733 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41018 members 
Mstep: Class 20 contains 72127 members 
Mstep: Class 22 contains 167195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345200.000000 Penalty: 73281.218750
Iteration 465Q: 22 clusters Score -1.613452e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46429 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175979 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159157 members 
Mstep: Class 10 contains 143160 members 
Mstep: Class 11 contains 11977 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150530 members 
Mstep: Class 15 contains 81743 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149735 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41019 members 
Mstep: Class 20 contains 72131 members 
Mstep: Class 22 contains 167183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345216.000000 Penalty: 73281.218750
Iteration 466Q: 22 clusters Score -1.613452e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46429 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175975 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159156 members 
Mstep: Class 10 contains 143161 members 
Mstep: Class 11 contains 11977 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150534 members 
Mstep: Class 15 contains 81747 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149736 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41017 members 
Mstep: Class 20 contains 72134 members 
Mstep: Class 22 contains 167178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345264.000000 Penalty: 73281.218750
Iteration 467Q: 22 clusters Score -1.613453e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46428 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175988 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159154 members 
Mstep: Class 10 contains 143162 members 
Mstep: Class 11 contains 11981 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150529 members 
Mstep: Class 15 contains 81749 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149735 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41014 members 
Mstep: Class 20 contains 72136 members 
Mstep: Class 22 contains 167169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345136.000000 Penalty: 73281.218750
Iteration 468Q: 22 clusters Score -1.613451e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46429 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175984 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159155 members 
Mstep: Class 10 contains 143170 members 
Mstep: Class 11 contains 11981 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150527 members 
Mstep: Class 15 contains 81748 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149738 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41014 members 
Mstep: Class 20 contains 72132 members 
Mstep: Class 22 contains 167168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345168.000000 Penalty: 73281.218750
Iteration 469Q: 22 clusters Score -1.613452e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46429 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175983 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159141 members 
Mstep: Class 10 contains 143180 members 
Mstep: Class 11 contains 11984 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150522 members 
Mstep: Class 15 contains 81757 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149738 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41010 members 
Mstep: Class 20 contains 72129 members 
Mstep: Class 22 contains 167171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345136.000000 Penalty: 73281.218750
Iteration 470Q: 22 clusters Score -1.613451e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46432 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175992 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159129 members 
Mstep: Class 10 contains 143189 members 
Mstep: Class 11 contains 11982 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150522 members 
Mstep: Class 15 contains 81759 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149742 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41005 members 
Mstep: Class 20 contains 72128 members 
Mstep: Class 22 contains 167163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345120.000000 Penalty: 73281.218750
Iteration 471Q: 22 clusters Score -1.613451e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46433 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175983 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159127 members 
Mstep: Class 10 contains 143193 members 
Mstep: Class 11 contains 11983 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150530 members 
Mstep: Class 15 contains 81761 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149743 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 41001 members 
Mstep: Class 20 contains 72128 members 
Mstep: Class 22 contains 167163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345152.000000 Penalty: 73281.218750
Iteration 472Q: 22 clusters Score -1.613452e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46434 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175981 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159121 members 
Mstep: Class 10 contains 143196 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150534 members 
Mstep: Class 15 contains 81764 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149749 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40993 members 
Mstep: Class 20 contains 72128 members 
Mstep: Class 22 contains 167160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345168.000000 Penalty: 73281.218750
Iteration 473Q: 22 clusters Score -1.613452e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46434 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175975 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159116 members 
Mstep: Class 10 contains 143202 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150538 members 
Mstep: Class 15 contains 81766 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149746 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40991 members 
Mstep: Class 20 contains 72129 members 
Mstep: Class 22 contains 167162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345072.000000 Penalty: 73281.218750
Iteration 474Q: 22 clusters Score -1.613451e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46434 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175968 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159112 members 
Mstep: Class 10 contains 143205 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150541 members 
Mstep: Class 15 contains 81773 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149749 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40989 members 
Mstep: Class 20 contains 72131 members 
Mstep: Class 22 contains 167156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345088.000000 Penalty: 73281.218750
Iteration 475Q: 22 clusters Score -1.613451e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46434 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175973 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159101 members 
Mstep: Class 10 contains 143210 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150530 members 
Mstep: Class 15 contains 81783 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149750 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40986 members 
Mstep: Class 20 contains 72130 members 
Mstep: Class 22 contains 167163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345056.000000 Penalty: 73281.218750
Iteration 476Q: 22 clusters Score -1.613451e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46434 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175973 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159092 members 
Mstep: Class 10 contains 143216 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150526 members 
Mstep: Class 15 contains 81789 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149756 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40982 members 
Mstep: Class 20 contains 72123 members 
Mstep: Class 22 contains 167169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345088.000000 Penalty: 73281.218750
Iteration 477Q: 22 clusters Score -1.613451e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46435 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175971 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159090 members 
Mstep: Class 10 contains 143217 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150522 members 
Mstep: Class 15 contains 81792 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 149760 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40979 members 
Mstep: Class 20 contains 72119 members 
Mstep: Class 22 contains 167176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345104.000000 Penalty: 73281.218750
Iteration 478Q: 22 clusters Score -1.613451e+08 nChanged 99
Entering ConstructFrom: 
Score: -161345104.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (73292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73292 members 
Entering Unmasked Estep 
Score: -9422499.000000 Penalty: 2778.147217
	Iteration 0F: 2 clusters Score -9422499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -9373260.000000 Penalty: 5556.294434
	Iteration 0F: 3 clusters Score -9373260 nChanged 34330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -9392642.000000 Penalty: 5556.294434
	Iteration 1F: 3 clusters Score -9392642 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -9393238.000000 Penalty: 5556.294434
	Iteration 2Q: 3 clusters Score -9393238 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -9393930.000000 Penalty: 5556.294434
	Iteration 3Q: 3 clusters Score -9393930 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -9394836.000000 Penalty: 5556.294434
	Iteration 4Q: 3 clusters Score -9394836 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -9396244.000000 Penalty: 5556.294434
	Iteration 5Q: 3 clusters Score -9396244 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -9398709.000000 Penalty: 5556.294434
	Iteration 6F: 3 clusters Score -9398709 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -9402832.000000 Penalty: 5556.294434
	Iteration 7F: 3 clusters Score -9402832 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 60158 members 
Entering Unmasked Estep 
Score: -9408625.000000 Penalty: 5556.294434
	Iteration 8F: 3 clusters Score -9408625 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -9414049.000000 Penalty: 5556.294434
	Iteration 9F: 3 clusters Score -9414049 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -9417524.000000 Penalty: 5556.294434
	Iteration 10Q: 3 clusters Score -9417524 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -9419229.000000 Penalty: 5556.294434
	Iteration 11Q: 3 clusters Score -9419229 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -9419992.000000 Penalty: 5556.294434
	Iteration 12Q: 3 clusters Score -9419992 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 71137 members 
Entering Unmasked Estep 
Score: -9420282.000000 Penalty: 5556.294434
	Iteration 13Q: 3 clusters Score -9420282 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 71274 members 
Entering Unmasked Estep 
Score: -9420423.000000 Penalty: 5556.294434
	Iteration 14Q: 3 clusters Score -9420423 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -9420499.000000 Penalty: 5556.294434
	Iteration 15Q: 3 clusters Score -9420499 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
Score: -9420552.000000 Penalty: 5556.294434
	Iteration 16Q: 3 clusters Score -9420552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -9420573.000000 Penalty: 5556.294434
	Iteration 17Q: 3 clusters Score -9420573 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 71526 members 
Entering Unmasked Estep 
Score: -9420628.000000 Penalty: 5556.294434
	Iteration 18Q: 3 clusters Score -9420628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 71551 members 
Entering Unmasked Estep 
Score: -9420626.000000 Penalty: 5556.294434
	Iteration 19Q: 3 clusters Score -9420626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 71572 members 
Entering Unmasked Estep 
Score: -9420649.000000 Penalty: 5556.294434
	Iteration 20F: 3 clusters Score -9420649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 71586 members 
Entering Unmasked Estep 
Score: -9420661.000000 Penalty: 5556.294434
	Iteration 21Q: 3 clusters Score -9420661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 71598 members 
Entering Unmasked Estep 
Score: -9420665.000000 Penalty: 5556.294434
	Iteration 22Q: 3 clusters Score -9420665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 71611 members 
Entering Unmasked Estep 
Score: -9420677.000000 Penalty: 5556.294434
	Iteration 23Q: 3 clusters Score -9420677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -9420675.000000 Penalty: 5556.294434
	Iteration 24Q: 3 clusters Score -9420675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 71649 members 
Entering Unmasked Estep 
Score: -9420679.000000 Penalty: 5556.294434
	Iteration 25Q: 3 clusters Score -9420679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -9420696.000000 Penalty: 5556.294434
	Iteration 26Q: 3 clusters Score -9420696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -9420695.000000 Penalty: 5556.294434
	Iteration 27Q: 3 clusters Score -9420695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 71699 members 
Entering Unmasked Estep 
Score: -9420690.000000 Penalty: 5556.294434
	Iteration 28Q: 3 clusters Score -9420690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 71703 members 
Entering Unmasked Estep 
Score: -9420691.000000 Penalty: 5556.294434
	Iteration 29Q: 3 clusters Score -9420691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -9420697.000000 Penalty: 5556.294434
	Iteration 30Q: 3 clusters Score -9420697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 71718 members 
Entering Unmasked Estep 
Score: -9420689.000000 Penalty: 5556.294434
	Iteration 31Q: 3 clusters Score -9420689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 71728 members 
Entering Unmasked Estep 
Score: -9420700.000000 Penalty: 5556.294434
	Iteration 32Q: 3 clusters Score -9420700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 71735 members 
Entering Unmasked Estep 
Score: -9420698.000000 Penalty: 5556.294434
	Iteration 33Q: 3 clusters Score -9420698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 71739 members 
Entering Unmasked Estep 
Score: -9420693.000000 Penalty: 5556.294434
	Iteration 34Q: 3 clusters Score -9420693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 71739 members 
Entering Unmasked Estep 
Score: -9420693.000000 Penalty: 5556.294434
	Iteration 35F: 3 clusters Score -9420693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -87910.507812 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -87910.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -86119.367188 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -86119.37 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86523.101562 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -86523.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -86800.265625 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -86800.27 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87156.437500 Penalty: 3331.430908
	Iteration 3F: 3 clusters Score -87156.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -87431.203125 Penalty: 3331.430908
	Iteration 4F: 3 clusters Score -87431.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -87696.632812 Penalty: 3331.430908
	Iteration 5F: 3 clusters Score -87696.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -87869.507812 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -87869.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -88089.695312 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -88089.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -88304.867188 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -88304.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88362.328125 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -88362.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -88466.304688 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -88466.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88683.312500 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -88683.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88743.812500 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -88743.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88753.960938 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -88753.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88756.265625 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -88756.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88759.593750 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -88759.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88759.593750 Penalty: 3331.430908
	Iteration 16F: 3 clusters Score -88759.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 46437 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175968 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159084 members 
Mstep: Class 10 contains 143224 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150514 members 
Mstep: Class 15 contains 81798 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149761 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40972 members 
Mstep: Class 20 contains 72120 members 
Mstep: Class 21 contains 332 members 
Mstep: Class 22 contains 167182 members 
Entering Unmasked Estep 
Score: -161344256.000000 Penalty: 76770.804688
Splitting cluster 2 changes total score from -161345104.000000 to -161344256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (46437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Entering Unmasked Estep 
Score: -5904696.500000 Penalty: 2664.971191
	Iteration 0F: 2 clusters Score -5904696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -5873301.500000 Penalty: 5329.942383
	Iteration 0F: 3 clusters Score -5873302 nChanged 21535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -5885046.500000 Penalty: 5329.942383
	Iteration 1F: 3 clusters Score -5885046 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -5885496.000000 Penalty: 5329.942383
	Iteration 2Q: 3 clusters Score -5885496 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -5885963.500000 Penalty: 5329.942383
	Iteration 3Q: 3 clusters Score -5885964 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -5886545.000000 Penalty: 5329.942383
	Iteration 4Q: 3 clusters Score -5886545 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -5887520.000000 Penalty: 5329.942383
	Iteration 5Q: 3 clusters Score -5887520 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -5889068.000000 Penalty: 5329.942383
	Iteration 6F: 3 clusters Score -5889068 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -5891602.500000 Penalty: 5329.942383
	Iteration 7F: 3 clusters Score -5891602 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -5895072.000000 Penalty: 5329.942383
	Iteration 8F: 3 clusters Score -5895072 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -5898612.000000 Penalty: 5329.942383
	Iteration 9F: 3 clusters Score -5898612 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5900860.500000 Penalty: 5329.942383
	Iteration 10Q: 3 clusters Score -5900860 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5901890.500000 Penalty: 5329.942383
	Iteration 11Q: 3 clusters Score -5901890 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5902347.000000 Penalty: 5329.942383
	Iteration 12Q: 3 clusters Score -5902347 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5902610.500000 Penalty: 5329.942383
	Iteration 13Q: 3 clusters Score -5902610 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5902766.000000 Penalty: 5329.942383
	Iteration 14Q: 3 clusters Score -5902766 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5902880.000000 Penalty: 5329.942383
	Iteration 15Q: 3 clusters Score -5902880 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5902948.000000 Penalty: 5329.942383
	Iteration 16Q: 3 clusters Score -5902948 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5902970.500000 Penalty: 5329.942383
	Iteration 17Q: 3 clusters Score -5902970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5903002.000000 Penalty: 5329.942383
	Iteration 18Q: 3 clusters Score -5903002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5903033.500000 Penalty: 5329.942383
	Iteration 19Q: 3 clusters Score -5903034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5903042.500000 Penalty: 5329.942383
	Iteration 20F: 3 clusters Score -5903042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5903040.000000 Penalty: 5329.942383
	Iteration 21Q: 3 clusters Score -5903040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5903055.000000 Penalty: 5329.942383
	Iteration 22Q: 3 clusters Score -5903055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5903053.500000 Penalty: 5329.942383
	Iteration 23Q: 3 clusters Score -5903054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5903049.000000 Penalty: 5329.942383
	Iteration 24Q: 3 clusters Score -5903049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5903054.000000 Penalty: 5329.942383
	Iteration 25Q: 3 clusters Score -5903054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5903056.500000 Penalty: 5329.942383
	Iteration 26Q: 3 clusters Score -5903056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5903060.500000 Penalty: 5329.942383
	Iteration 27Q: 3 clusters Score -5903060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5903059.500000 Penalty: 5329.942383
	Iteration 28Q: 3 clusters Score -5903060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5903058.000000 Penalty: 5329.942383
	Iteration 29Q: 3 clusters Score -5903058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5903061.500000 Penalty: 5329.942383
	Iteration 30Q: 3 clusters Score -5903062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5903064.500000 Penalty: 5329.942383
	Iteration 31Q: 3 clusters Score -5903064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5903067.000000 Penalty: 5329.942383
	Iteration 32Q: 3 clusters Score -5903067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5903067.000000 Penalty: 5329.942383
	Iteration 33Q: 3 clusters Score -5903067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5903060.500000 Penalty: 5329.942383
	Iteration 34Q: 3 clusters Score -5903060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5903063.500000 Penalty: 5329.942383
	Iteration 35Q: 3 clusters Score -5903064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5903069.000000 Penalty: 5329.942383
	Iteration 36Q: 3 clusters Score -5903069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5903070.500000 Penalty: 5329.942383
	Iteration 37Q: 3 clusters Score -5903070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5903064.000000 Penalty: 5329.942383
	Iteration 38Q: 3 clusters Score -5903064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5903059.000000 Penalty: 5329.942383
	Iteration 39Q: 3 clusters Score -5903059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5903063.500000 Penalty: 5329.942383
	Iteration 40F: 3 clusters Score -5903064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5903065.000000 Penalty: 5329.942383
	Iteration 41Q: 3 clusters Score -5903065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5903060.000000 Penalty: 5329.942383
	Iteration 42Q: 3 clusters Score -5903060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5903065.500000 Penalty: 5329.942383
	Iteration 43Q: 3 clusters Score -5903066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5903065.500000 Penalty: 5329.942383
	Iteration 44Q: 3 clusters Score -5903066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5903067.000000 Penalty: 5329.942383
	Iteration 45Q: 3 clusters Score -5903067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5903067.000000 Penalty: 5329.942383
	Iteration 46F: 3 clusters Score -5903067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -60368.742188 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -60368.74 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 302 members 
Entering Unmasked Estep 
Score: -58720.460938 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -58720.46 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59080.667969 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -59080.67 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59244.886719 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -59244.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59404.121094 Penalty: 3189.940186
	Iteration 3F: 3 clusters Score -59404.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59550.535156 Penalty: 3189.940186
	Iteration 4Q: 3 clusters Score -59550.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59662.093750 Penalty: 3189.940186
	Iteration 5Q: 3 clusters Score -59662.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59725.648438 Penalty: 3189.940186
	Iteration 6Q: 3 clusters Score -59725.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59811.687500 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -59811.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59898.230469 Penalty: 3189.940186
	Iteration 8Q: 3 clusters Score -59898.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59957.250000 Penalty: 3189.940186
	Iteration 9Q: 3 clusters Score -59957.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59971.914062 Penalty: 3189.940186
	Iteration 10Q: 3 clusters Score -59971.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59979.101562 Penalty: 3189.940186
	Iteration 11Q: 3 clusters Score -59979.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59998.281250 Penalty: 3189.940186
	Iteration 12Q: 3 clusters Score -59998.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60012.191406 Penalty: 3189.940186
	Iteration 13Q: 3 clusters Score -60012.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60021.738281 Penalty: 3189.940186
	Iteration 14Q: 3 clusters Score -60021.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60031.847656 Penalty: 3189.940186
	Iteration 15Q: 3 clusters Score -60031.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60041.937500 Penalty: 3189.940186
	Iteration 16Q: 3 clusters Score -60041.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60051.097656 Penalty: 3189.940186
	Iteration 17Q: 3 clusters Score -60051.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60066.992188 Penalty: 3189.940186
	Iteration 18Q: 3 clusters Score -60066.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -60109.554688 Penalty: 3189.940186
	Iteration 19Q: 3 clusters Score -60109.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60166.156250 Penalty: 3189.940186
	Iteration 20F: 3 clusters Score -60166.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60219.394531 Penalty: 3189.940186
	Iteration 21Q: 3 clusters Score -60219.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60251.140625 Penalty: 3189.940186
	Iteration 22Q: 3 clusters Score -60251.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60272.996094 Penalty: 3189.940186
	Iteration 23Q: 3 clusters Score -60273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60318.070312 Penalty: 3189.940186
	Iteration 24Q: 3 clusters Score -60318.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60451.453125 Penalty: 3189.940186
	Iteration 25Q: 3 clusters Score -60451.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60869.660156 Penalty: 3189.940186
	Iteration 26Q: 3 clusters Score -60869.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60945.984375 Penalty: 3189.940186
	Iteration 27Q: 3 clusters Score -60945.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60948.398438 Penalty: 3189.940186
	Iteration 28Q: 3 clusters Score -60948.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60951.046875 Penalty: 3189.940186
	Iteration 29Q: 3 clusters Score -60951.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -60959.000000 Penalty: 3189.940186
	Iteration 30Q: 3 clusters Score -60959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60990.929688 Penalty: 3189.940186
	Iteration 31Q: 3 clusters Score -60990.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61022.320312 Penalty: 3189.940186
	Iteration 32Q: 3 clusters Score -61022.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61042.390625 Penalty: 3189.940186
	Iteration 33Q: 3 clusters Score -61042.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61055.824219 Penalty: 3189.940186
	Iteration 34Q: 3 clusters Score -61055.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61062.859375 Penalty: 3189.940186
	Iteration 35Q: 3 clusters Score -61062.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61063.230469 Penalty: 3189.940186
	Iteration 36F: 3 clusters Score -61063.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61066.203125 Penalty: 3189.940186
	Iteration 37Q: 3 clusters Score -61066.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61068.957031 Penalty: 3189.940186
	Iteration 38Q: 3 clusters Score -61068.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61068.957031 Penalty: 3189.940186
	Iteration 39F: 3 clusters Score -61068.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46437 members 
Mstep: Class 4 contains 313 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175968 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159084 members 
Mstep: Class 10 contains 143224 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150514 members 
Mstep: Class 15 contains 81798 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149761 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40972 members 
Mstep: Class 20 contains 72120 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 167182 members 
Entering Unmasked Estep 
Score: -161343696.000000 Penalty: 76770.804688
Splitting cluster 4 changes total score from -161345104.000000 to -161343696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -125625.882812 Penalty: 1727.105591
	Iteration 0F: 2 clusters Score -125625.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -123680.492188 Penalty: 3454.211182
	Iteration 0F: 3 clusters Score -123680.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -123973.976562 Penalty: 3454.211182
	Iteration 1F: 3 clusters Score -123974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -124062.539062 Penalty: 3454.211182
	Iteration 2F: 3 clusters Score -124062.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -124108.187500 Penalty: 3454.211182
	Iteration 3Q: 3 clusters Score -124108.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -124135.312500 Penalty: 3454.211182
	Iteration 4Q: 3 clusters Score -124135.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -124151.890625 Penalty: 3454.211182
	Iteration 5Q: 3 clusters Score -124151.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -124166.695312 Penalty: 3454.211182
	Iteration 6Q: 3 clusters Score -124166.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -124179.250000 Penalty: 3454.211182
	Iteration 7Q: 3 clusters Score -124179.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -124185.046875 Penalty: 3454.211182
	Iteration 8Q: 3 clusters Score -124185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -124189.929688 Penalty: 3454.211182
	Iteration 9Q: 3 clusters Score -124189.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -124192.156250 Penalty: 3454.211182
	Iteration 10Q: 3 clusters Score -124192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -124193.945312 Penalty: 3454.211182
	Iteration 11Q: 3 clusters Score -124193.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -124198.304688 Penalty: 3454.211182
	Iteration 12Q: 3 clusters Score -124198.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -124208.882812 Penalty: 3454.211182
	Iteration 13Q: 3 clusters Score -124208.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -124226.132812 Penalty: 3454.211182
	Iteration 14Q: 3 clusters Score -124226.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -124241.773438 Penalty: 3454.211182
	Iteration 15Q: 3 clusters Score -124241.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -124257.632812 Penalty: 3454.211182
	Iteration 16Q: 3 clusters Score -124257.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -124266.781250 Penalty: 3454.211182
	Iteration 17Q: 3 clusters Score -124266.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -124270.093750 Penalty: 3454.211182
	Iteration 18Q: 3 clusters Score -124270.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -124276.257812 Penalty: 3454.211182
	Iteration 19Q: 3 clusters Score -124276.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -124281.070312 Penalty: 3454.211182
	Iteration 20F: 3 clusters Score -124281.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -124289.562500 Penalty: 3454.211182
	Iteration 21Q: 3 clusters Score -124289.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -124294.835938 Penalty: 3454.211182
	Iteration 22Q: 3 clusters Score -124294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -124296.203125 Penalty: 3454.211182
	Iteration 23Q: 3 clusters Score -124296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -124297.710938 Penalty: 3454.211182
	Iteration 24Q: 3 clusters Score -124297.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -124300.507812 Penalty: 3454.211182
	Iteration 25Q: 3 clusters Score -124300.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -124309.078125 Penalty: 3454.211182
	Iteration 26Q: 3 clusters Score -124309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -124309.820312 Penalty: 3454.211182
	Iteration 27Q: 3 clusters Score -124309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -124310.843750 Penalty: 3454.211182
	Iteration 28Q: 3 clusters Score -124310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -124311.593750 Penalty: 3454.211182
	Iteration 29Q: 3 clusters Score -124311.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -124311.593750 Penalty: 3454.211182
	Iteration 30F: 3 clusters Score -124311.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (175968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175968 members 
Entering Unmasked Estep 
Score: -22577596.000000 Penalty: 2995.358154
	Iteration 0F: 2 clusters Score -2.25776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88134 members 
Mstep: Class 2 contains 87834 members 
Entering Unmasked Estep 
Score: -22466550.000000 Penalty: 5990.716309
	Iteration 0F: 3 clusters Score -2.246655e+07 nChanged 84263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91471 members 
Mstep: Class 2 contains 84497 members 
Entering Unmasked Estep 
Score: -22515802.000000 Penalty: 5990.716309
	Iteration 1F: 3 clusters Score -2.25158e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -22516628.000000 Penalty: 5990.716309
	Iteration 2Q: 3 clusters Score -2.251663e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97882 members 
Mstep: Class 2 contains 78086 members 
Entering Unmasked Estep 
Score: -22518002.000000 Penalty: 5990.716309
	Iteration 3Q: 3 clusters Score -2.2518e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103646 members 
Mstep: Class 2 contains 72322 members 
Entering Unmasked Estep 
Score: -22520296.000000 Penalty: 5990.716309
	Iteration 4Q: 3 clusters Score -2.25203e+07 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112004 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -22524698.000000 Penalty: 5990.716309
	Iteration 5F: 3 clusters Score -2.25247e+07 nChanged 11999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123753 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -22532520.000000 Penalty: 5990.716309
	Iteration 6F: 3 clusters Score -2.253252e+07 nChanged 14639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138274 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -22544690.000000 Penalty: 5990.716309
	Iteration 7F: 3 clusters Score -2.254469e+07 nChanged 15177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153411 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -22558968.000000 Penalty: 5990.716309
	Iteration 8F: 3 clusters Score -2.255897e+07 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165427 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -22568602.000000 Penalty: 5990.716309
	Iteration 9F: 3 clusters Score -2.25686e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172275 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -22573020.000000 Penalty: 5990.716309
	Iteration 10Q: 3 clusters Score -2.257302e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174746 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -22574206.000000 Penalty: 5990.716309
	Iteration 11Q: 3 clusters Score -2.257421e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175439 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -22574662.000000 Penalty: 5990.716309
	Iteration 12Q: 3 clusters Score -2.257466e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175635 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22574830.000000 Penalty: 5990.716309
	Iteration 13Q: 3 clusters Score -2.257483e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175693 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22574880.000000 Penalty: 5990.716309
	Iteration 14Q: 3 clusters Score -2.257488e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175714 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -22574940.000000 Penalty: 5990.716309
	Iteration 15Q: 3 clusters Score -2.257494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175715 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22574948.000000 Penalty: 5990.716309
	Iteration 16Q: 3 clusters Score -2.257495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175719 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22574938.000000 Penalty: 5990.716309
	Iteration 17Q: 3 clusters Score -2.257494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175722 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22574956.000000 Penalty: 5990.716309
	Iteration 18Q: 3 clusters Score -2.257496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175723 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22574960.000000 Penalty: 5990.716309
	Iteration 19Q: 3 clusters Score -2.257496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175725 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22574970.000000 Penalty: 5990.716309
	Iteration 20F: 3 clusters Score -2.257497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175727 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22574968.000000 Penalty: 5990.716309
	Iteration 21Q: 3 clusters Score -2.257497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175730 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22574964.000000 Penalty: 5990.716309
	Iteration 22Q: 3 clusters Score -2.257496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175731 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -22574986.000000 Penalty: 5990.716309
	Iteration 23Q: 3 clusters Score -2.257499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175730 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22574980.000000 Penalty: 5990.716309
	Iteration 24Q: 3 clusters Score -2.257498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175730 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22574980.000000 Penalty: 5990.716309
	Iteration 25F: 3 clusters Score -2.257498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -91380.273438 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -91380.27 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 365 members 
Entering Unmasked Estep 
Score: -89659.148438 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -89659.15 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -89966.117188 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -89966.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90054.984375 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -90054.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90098.484375 Penalty: 3311.208252
	Iteration 3Q: 3 clusters Score -90098.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90128.390625 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -90128.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -90160.664062 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -90160.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -90181.726562 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -90181.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90187.796875 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -90187.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90197.476562 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -90197.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -90199.093750 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -90199.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -90200.000000 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -90200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -90201.890625 Penalty: 3311.208252
	Iteration 11Q: 3 clusters Score -90201.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90202.179688 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -90202.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90202.179688 Penalty: 3311.208252
	Iteration 13F: 3 clusters Score -90202.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -64178.855469 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -64178.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62544.777344 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -62544.78 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62859.988281 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -62859.99 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63116.449219 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -63116.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63350.988281 Penalty: 3198.649170
	Iteration 3F: 3 clusters Score -63350.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63612.367188 Penalty: 3198.649170
	Iteration 4F: 3 clusters Score -63612.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63867.339844 Penalty: 3198.649170
	Iteration 5F: 3 clusters Score -63867.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63995.039062 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -63995.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -64059.269531 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -64059.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64138.289062 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -64138.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64252.660156 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -64252.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64397.929688 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -64397.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64508.332031 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -64508.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64601.933594 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -64601.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64669.566406 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -64669.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64669.566406 Penalty: 3198.649170
	Iteration 14F: 3 clusters Score -64669.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46437 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175968 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 322 members 
Mstep: Class 9 contains 159084 members 
Mstep: Class 10 contains 143224 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150514 members 
Mstep: Class 15 contains 81798 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149761 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40972 members 
Mstep: Class 20 contains 72120 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 167182 members 
Entering Unmasked Estep 
Score: -161343760.000000 Penalty: 76770.804688
Splitting cluster 8 changes total score from -161345104.000000 to -161343760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (159084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159084 members 
Entering Unmasked Estep 
Score: -20212486.000000 Penalty: 2970.342773
	Iteration 0F: 2 clusters Score -2.021249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79667 members 
Mstep: Class 2 contains 79417 members 
Entering Unmasked Estep 
Score: -20107490.000000 Penalty: 5940.685547
	Iteration 0F: 3 clusters Score -2.010749e+07 nChanged 75986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
Score: -20151584.000000 Penalty: 5940.685547
	Iteration 1F: 3 clusters Score -2.015158e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83222 members 
Mstep: Class 2 contains 75862 members 
Entering Unmasked Estep 
Score: -20152738.000000 Penalty: 5940.685547
	Iteration 2Q: 3 clusters Score -2.015274e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85093 members 
Mstep: Class 2 contains 73991 members 
Entering Unmasked Estep 
Score: -20154294.000000 Penalty: 5940.685547
	Iteration 3Q: 3 clusters Score -2.015429e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87863 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -20156832.000000 Penalty: 5940.685547
	Iteration 4Q: 3 clusters Score -2.015683e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91674 members 
Mstep: Class 2 contains 67410 members 
Entering Unmasked Estep 
Score: -20160850.000000 Penalty: 5940.685547
	Iteration 5Q: 3 clusters Score -2.016085e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -20167144.000000 Penalty: 5940.685547
	Iteration 6F: 3 clusters Score -2.016714e+07 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100812 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -20175710.000000 Penalty: 5940.685547
	Iteration 7F: 3 clusters Score -2.017571e+07 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103991 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -20185206.000000 Penalty: 5940.685547
	Iteration 8F: 3 clusters Score -2.018521e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105123 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -20192602.000000 Penalty: 5940.685547
	Iteration 9F: 3 clusters Score -2.01926e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105176 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -20196026.000000 Penalty: 5940.685547
	Iteration 10Q: 3 clusters Score -2.019603e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105075 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -20197534.000000 Penalty: 5940.685547
	Iteration 11Q: 3 clusters Score -2.019753e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104891 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -20198254.000000 Penalty: 5940.685547
	Iteration 12Q: 3 clusters Score -2.019825e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104625 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -20198744.000000 Penalty: 5940.685547
	Iteration 13Q: 3 clusters Score -2.019874e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104218 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -20199206.000000 Penalty: 5940.685547
	Iteration 14Q: 3 clusters Score -2.019921e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103669 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -20199680.000000 Penalty: 5940.685547
	Iteration 15Q: 3 clusters Score -2.019968e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -20200226.000000 Penalty: 5940.685547
	Iteration 16Q: 3 clusters Score -2.020023e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101940 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -20200804.000000 Penalty: 5940.685547
	Iteration 17Q: 3 clusters Score -2.02008e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100771 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -20201604.000000 Penalty: 5940.685547
	Iteration 18Q: 3 clusters Score -2.02016e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99379 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -20202404.000000 Penalty: 5940.685547
	Iteration 19Q: 3 clusters Score -2.02024e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -20203388.000000 Penalty: 5940.685547
	Iteration 20F: 3 clusters Score -2.020339e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95822 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -20204670.000000 Penalty: 5940.685547
	Iteration 21Q: 3 clusters Score -2.020467e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94044 members 
Mstep: Class 2 contains 65040 members 
Entering Unmasked Estep 
Score: -20205620.000000 Penalty: 5940.685547
	Iteration 22Q: 3 clusters Score -2.020562e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92557 members 
Mstep: Class 2 contains 66527 members 
Entering Unmasked Estep 
Score: -20206280.000000 Penalty: 5940.685547
	Iteration 23Q: 3 clusters Score -2.020628e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91377 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -20206692.000000 Penalty: 5940.685547
	Iteration 24Q: 3 clusters Score -2.020669e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -20207042.000000 Penalty: 5940.685547
	Iteration 25Q: 3 clusters Score -2.020704e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -20207284.000000 Penalty: 5940.685547
	Iteration 26Q: 3 clusters Score -2.020728e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88472 members 
Mstep: Class 2 contains 70612 members 
Entering Unmasked Estep 
Score: -20207358.000000 Penalty: 5940.685547
	Iteration 27Q: 3 clusters Score -2.020736e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -20207472.000000 Penalty: 5940.685547
	Iteration 28Q: 3 clusters Score -2.020747e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 72336 members 
Entering Unmasked Estep 
Score: -20207560.000000 Penalty: 5940.685547
	Iteration 29Q: 3 clusters Score -2.020756e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -20207716.000000 Penalty: 5940.685547
	Iteration 30Q: 3 clusters Score -2.020772e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 74161 members 
Entering Unmasked Estep 
Score: -20207852.000000 Penalty: 5940.685547
	Iteration 31Q: 3 clusters Score -2.020785e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 75093 members 
Entering Unmasked Estep 
Score: -20207994.000000 Penalty: 5940.685547
	Iteration 32Q: 3 clusters Score -2.020799e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83071 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
Score: -20208140.000000 Penalty: 5940.685547
	Iteration 33Q: 3 clusters Score -2.020814e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82085 members 
Mstep: Class 2 contains 76999 members 
Entering Unmasked Estep 
Score: -20208244.000000 Penalty: 5940.685547
	Iteration 34Q: 3 clusters Score -2.020824e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81090 members 
Mstep: Class 2 contains 77994 members 
Entering Unmasked Estep 
Score: -20208366.000000 Penalty: 5940.685547
	Iteration 35Q: 3 clusters Score -2.020837e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 78979 members 
Entering Unmasked Estep 
Score: -20208476.000000 Penalty: 5940.685547
	Iteration 36Q: 3 clusters Score -2.020848e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79154 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
Score: -20208618.000000 Penalty: 5940.685547
	Iteration 37Q: 3 clusters Score -2.020862e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78191 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
Score: -20208734.000000 Penalty: 5940.685547
	Iteration 38Q: 3 clusters Score -2.020873e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 81880 members 
Entering Unmasked Estep 
Score: -20208880.000000 Penalty: 5940.685547
	Iteration 39Q: 3 clusters Score -2.020888e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -20208884.000000 Penalty: 5940.685547
	Iteration 40F: 3 clusters Score -2.020888e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75235 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -20208966.000000 Penalty: 5940.685547
	Iteration 41Q: 3 clusters Score -2.020897e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 84838 members 
Entering Unmasked Estep 
Score: -20209080.000000 Penalty: 5940.685547
	Iteration 42Q: 3 clusters Score -2.020908e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73260 members 
Mstep: Class 2 contains 85824 members 
Entering Unmasked Estep 
Score: -20209154.000000 Penalty: 5940.685547
	Iteration 43Q: 3 clusters Score -2.020915e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72245 members 
Mstep: Class 2 contains 86839 members 
Entering Unmasked Estep 
Score: -20209288.000000 Penalty: 5940.685547
	Iteration 44Q: 3 clusters Score -2.020929e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71213 members 
Mstep: Class 2 contains 87871 members 
Entering Unmasked Estep 
Score: -20209486.000000 Penalty: 5940.685547
	Iteration 45Q: 3 clusters Score -2.020949e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70204 members 
Mstep: Class 2 contains 88880 members 
Entering Unmasked Estep 
Score: -20209622.000000 Penalty: 5940.685547
	Iteration 46Q: 3 clusters Score -2.020962e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69175 members 
Mstep: Class 2 contains 89909 members 
Entering Unmasked Estep 
Score: -20209842.000000 Penalty: 5940.685547
	Iteration 47Q: 3 clusters Score -2.020984e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 90925 members 
Entering Unmasked Estep 
Score: -20210018.000000 Penalty: 5940.685547
	Iteration 48Q: 3 clusters Score -2.021002e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 91940 members 
Entering Unmasked Estep 
Score: -20210146.000000 Penalty: 5940.685547
	Iteration 49Q: 3 clusters Score -2.021015e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66178 members 
Mstep: Class 2 contains 92906 members 
Entering Unmasked Estep 
Score: -20210258.000000 Penalty: 5940.685547
	Iteration 50Q: 3 clusters Score -2.021026e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 93823 members 
Entering Unmasked Estep 
Score: -20210356.000000 Penalty: 5940.685547
	Iteration 51Q: 3 clusters Score -2.021036e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64312 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -20210338.000000 Penalty: 5940.685547
	Iteration 52Q: 3 clusters Score -2.021034e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 95693 members 
Entering Unmasked Estep 
Score: -20210450.000000 Penalty: 5940.685547
	Iteration 53Q: 3 clusters Score -2.021045e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62503 members 
Mstep: Class 2 contains 96581 members 
Entering Unmasked Estep 
Score: -20210572.000000 Penalty: 5940.685547
	Iteration 54Q: 3 clusters Score -2.021057e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 97446 members 
Entering Unmasked Estep 
Score: -20210740.000000 Penalty: 5940.685547
	Iteration 55Q: 3 clusters Score -2.021074e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60737 members 
Mstep: Class 2 contains 98347 members 
Entering Unmasked Estep 
Score: -20210874.000000 Penalty: 5940.685547
	Iteration 56Q: 3 clusters Score -2.021087e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 99202 members 
Entering Unmasked Estep 
Score: -20211008.000000 Penalty: 5940.685547
	Iteration 57Q: 3 clusters Score -2.021101e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 99982 members 
Entering Unmasked Estep 
Score: -20211100.000000 Penalty: 5940.685547
	Iteration 58Q: 3 clusters Score -2.02111e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -20211164.000000 Penalty: 5940.685547
	Iteration 59Q: 3 clusters Score -2.021116e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 101486 members 
Entering Unmasked Estep 
Score: -20211214.000000 Penalty: 5940.685547
	Iteration 60F: 3 clusters Score -2.021121e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56869 members 
Mstep: Class 2 contains 102215 members 
Entering Unmasked Estep 
Score: -20211320.000000 Penalty: 5940.685547
	Iteration 61Q: 3 clusters Score -2.021132e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56184 members 
Mstep: Class 2 contains 102900 members 
Entering Unmasked Estep 
Score: -20211322.000000 Penalty: 5940.685547
	Iteration 62Q: 3 clusters Score -2.021132e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 103603 members 
Entering Unmasked Estep 
Score: -20211434.000000 Penalty: 5940.685547
	Iteration 63Q: 3 clusters Score -2.021143e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 104314 members 
Entering Unmasked Estep 
Score: -20211556.000000 Penalty: 5940.685547
	Iteration 64Q: 3 clusters Score -2.021156e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 105005 members 
Entering Unmasked Estep 
Score: -20211614.000000 Penalty: 5940.685547
	Iteration 65Q: 3 clusters Score -2.021161e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 105662 members 
Entering Unmasked Estep 
Score: -20211638.000000 Penalty: 5940.685547
	Iteration 66Q: 3 clusters Score -2.021164e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 106283 members 
Entering Unmasked Estep 
Score: -20211686.000000 Penalty: 5940.685547
	Iteration 67Q: 3 clusters Score -2.021169e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 106878 members 
Entering Unmasked Estep 
Score: -20211702.000000 Penalty: 5940.685547
	Iteration 68Q: 3 clusters Score -2.02117e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 107459 members 
Entering Unmasked Estep 
Score: -20211804.000000 Penalty: 5940.685547
	Iteration 69Q: 3 clusters Score -2.02118e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 108043 members 
Entering Unmasked Estep 
Score: -20211882.000000 Penalty: 5940.685547
	Iteration 70Q: 3 clusters Score -2.021188e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 108647 members 
Entering Unmasked Estep 
Score: -20211922.000000 Penalty: 5940.685547
	Iteration 71Q: 3 clusters Score -2.021192e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 109255 members 
Entering Unmasked Estep 
Score: -20212036.000000 Penalty: 5940.685547
	Iteration 72Q: 3 clusters Score -2.021204e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 109839 members 
Entering Unmasked Estep 
Score: -20212018.000000 Penalty: 5940.685547
	Iteration 73Q: 3 clusters Score -2.021202e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 110366 members 
Entering Unmasked Estep 
Score: -20212036.000000 Penalty: 5940.685547
	Iteration 74Q: 3 clusters Score -2.021204e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 110909 members 
Entering Unmasked Estep 
Score: -20212094.000000 Penalty: 5940.685547
	Iteration 75Q: 3 clusters Score -2.021209e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 111440 members 
Entering Unmasked Estep 
Score: -20212200.000000 Penalty: 5940.685547
	Iteration 76Q: 3 clusters Score -2.02122e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 111937 members 
Entering Unmasked Estep 
Score: -20212246.000000 Penalty: 5940.685547
	Iteration 77Q: 3 clusters Score -2.021225e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 112397 members 
Entering Unmasked Estep 
Score: -20212340.000000 Penalty: 5940.685547
	Iteration 78Q: 3 clusters Score -2.021234e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 112819 members 
Entering Unmasked Estep 
Score: -20212342.000000 Penalty: 5940.685547
	Iteration 79Q: 3 clusters Score -2.021234e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 113252 members 
Entering Unmasked Estep 
Score: -20212372.000000 Penalty: 5940.685547
	Iteration 80F: 3 clusters Score -2.021237e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 113665 members 
Entering Unmasked Estep 
Score: -20212364.000000 Penalty: 5940.685547
	Iteration 81Q: 3 clusters Score -2.021236e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 114079 members 
Entering Unmasked Estep 
Score: -20212398.000000 Penalty: 5940.685547
	Iteration 82Q: 3 clusters Score -2.02124e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 114514 members 
Entering Unmasked Estep 
Score: -20212402.000000 Penalty: 5940.685547
	Iteration 83Q: 3 clusters Score -2.02124e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 114913 members 
Entering Unmasked Estep 
Score: -20212416.000000 Penalty: 5940.685547
	Iteration 84Q: 3 clusters Score -2.021242e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 115322 members 
Entering Unmasked Estep 
Score: -20212412.000000 Penalty: 5940.685547
	Iteration 85Q: 3 clusters Score -2.021241e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 115683 members 
Entering Unmasked Estep 
Score: -20212442.000000 Penalty: 5940.685547
	Iteration 86Q: 3 clusters Score -2.021244e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 116053 members 
Entering Unmasked Estep 
Score: -20212510.000000 Penalty: 5940.685547
	Iteration 87Q: 3 clusters Score -2.021251e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 116441 members 
Entering Unmasked Estep 
Score: -20212508.000000 Penalty: 5940.685547
	Iteration 88Q: 3 clusters Score -2.021251e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 116807 members 
Entering Unmasked Estep 
Score: -20212526.000000 Penalty: 5940.685547
	Iteration 89Q: 3 clusters Score -2.021253e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 117144 members 
Entering Unmasked Estep 
Score: -20212578.000000 Penalty: 5940.685547
	Iteration 90Q: 3 clusters Score -2.021258e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 117488 members 
Entering Unmasked Estep 
Score: -20212640.000000 Penalty: 5940.685547
	Iteration 91Q: 3 clusters Score -2.021264e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 117796 members 
Entering Unmasked Estep 
Score: -20212698.000000 Penalty: 5940.685547
	Iteration 92Q: 3 clusters Score -2.02127e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 118098 members 
Entering Unmasked Estep 
Score: -20212720.000000 Penalty: 5940.685547
	Iteration 93Q: 3 clusters Score -2.021272e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 118382 members 
Entering Unmasked Estep 
Score: -20212758.000000 Penalty: 5940.685547
	Iteration 94Q: 3 clusters Score -2.021276e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 118640 members 
Entering Unmasked Estep 
Score: -20212780.000000 Penalty: 5940.685547
	Iteration 95Q: 3 clusters Score -2.021278e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 118905 members 
Entering Unmasked Estep 
Score: -20212806.000000 Penalty: 5940.685547
	Iteration 96Q: 3 clusters Score -2.021281e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 119159 members 
Entering Unmasked Estep 
Score: -20212778.000000 Penalty: 5940.685547
	Iteration 97Q: 3 clusters Score -2.021278e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 119393 members 
Entering Unmasked Estep 
Score: -20212838.000000 Penalty: 5940.685547
	Iteration 98Q: 3 clusters Score -2.021284e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 119644 members 
Entering Unmasked Estep 
Score: -20212860.000000 Penalty: 5940.685547
	Iteration 99Q: 3 clusters Score -2.021286e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 119882 members 
Entering Unmasked Estep 
Score: -20212920.000000 Penalty: 5940.685547
	Iteration 100F: 3 clusters Score -2.021292e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 120141 members 
Entering Unmasked Estep 
Score: -20212952.000000 Penalty: 5940.685547
	Iteration 101Q: 3 clusters Score -2.021295e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 120402 members 
Entering Unmasked Estep 
Score: -20213038.000000 Penalty: 5940.685547
	Iteration 102Q: 3 clusters Score -2.021304e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 120667 members 
Entering Unmasked Estep 
Score: -20213014.000000 Penalty: 5940.685547
	Iteration 103Q: 3 clusters Score -2.021301e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 120901 members 
Entering Unmasked Estep 
Score: -20213100.000000 Penalty: 5940.685547
	Iteration 104Q: 3 clusters Score -2.02131e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 121143 members 
Entering Unmasked Estep 
Score: -20213100.000000 Penalty: 5940.685547
	Iteration 105Q: 3 clusters Score -2.02131e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 121365 members 
Entering Unmasked Estep 
Score: -20213110.000000 Penalty: 5940.685547
	Iteration 106Q: 3 clusters Score -2.021311e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 121589 members 
Entering Unmasked Estep 
Score: -20213078.000000 Penalty: 5940.685547
	Iteration 107Q: 3 clusters Score -2.021308e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 121785 members 
Entering Unmasked Estep 
Score: -20213108.000000 Penalty: 5940.685547
	Iteration 108Q: 3 clusters Score -2.021311e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 121966 members 
Entering Unmasked Estep 
Score: -20213056.000000 Penalty: 5940.685547
	Iteration 109Q: 3 clusters Score -2.021306e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 122130 members 
Entering Unmasked Estep 
Score: -20213066.000000 Penalty: 5940.685547
	Iteration 110Q: 3 clusters Score -2.021307e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 122297 members 
Entering Unmasked Estep 
Score: -20213066.000000 Penalty: 5940.685547
	Iteration 111Q: 3 clusters Score -2.021307e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 122463 members 
Entering Unmasked Estep 
Score: -20213080.000000 Penalty: 5940.685547
	Iteration 112Q: 3 clusters Score -2.021308e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 122637 members 
Entering Unmasked Estep 
Score: -20213088.000000 Penalty: 5940.685547
	Iteration 113Q: 3 clusters Score -2.021309e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 122791 members 
Entering Unmasked Estep 
Score: -20213068.000000 Penalty: 5940.685547
	Iteration 114Q: 3 clusters Score -2.021307e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 122930 members 
Entering Unmasked Estep 
Score: -20213130.000000 Penalty: 5940.685547
	Iteration 115Q: 3 clusters Score -2.021313e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 123077 members 
Entering Unmasked Estep 
Score: -20213138.000000 Penalty: 5940.685547
	Iteration 116Q: 3 clusters Score -2.021314e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 123220 members 
Entering Unmasked Estep 
Score: -20213158.000000 Penalty: 5940.685547
	Iteration 117Q: 3 clusters Score -2.021316e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 123372 members 
Entering Unmasked Estep 
Score: -20213138.000000 Penalty: 5940.685547
	Iteration 118Q: 3 clusters Score -2.021314e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 123532 members 
Entering Unmasked Estep 
Score: -20213176.000000 Penalty: 5940.685547
	Iteration 119Q: 3 clusters Score -2.021318e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 123681 members 
Entering Unmasked Estep 
Score: -20213166.000000 Penalty: 5940.685547
	Iteration 120F: 3 clusters Score -2.021317e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 123820 members 
Entering Unmasked Estep 
Score: -20213158.000000 Penalty: 5940.685547
	Iteration 121Q: 3 clusters Score -2.021316e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 123962 members 
Entering Unmasked Estep 
Score: -20213184.000000 Penalty: 5940.685547
	Iteration 122Q: 3 clusters Score -2.021318e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 124101 members 
Entering Unmasked Estep 
Score: -20213218.000000 Penalty: 5940.685547
	Iteration 123Q: 3 clusters Score -2.021322e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 124232 members 
Entering Unmasked Estep 
Score: -20213192.000000 Penalty: 5940.685547
	Iteration 124Q: 3 clusters Score -2.021319e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 124386 members 
Entering Unmasked Estep 
Score: -20213230.000000 Penalty: 5940.685547
	Iteration 125Q: 3 clusters Score -2.021323e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 124537 members 
Entering Unmasked Estep 
Score: -20213254.000000 Penalty: 5940.685547
	Iteration 126Q: 3 clusters Score -2.021325e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 124665 members 
Entering Unmasked Estep 
Score: -20213246.000000 Penalty: 5940.685547
	Iteration 127Q: 3 clusters Score -2.021325e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 124794 members 
Entering Unmasked Estep 
Score: -20213260.000000 Penalty: 5940.685547
	Iteration 128Q: 3 clusters Score -2.021326e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 124929 members 
Entering Unmasked Estep 
Score: -20213204.000000 Penalty: 5940.685547
	Iteration 129Q: 3 clusters Score -2.02132e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 125078 members 
Entering Unmasked Estep 
Score: -20213226.000000 Penalty: 5940.685547
	Iteration 130Q: 3 clusters Score -2.021323e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 125233 members 
Entering Unmasked Estep 
Score: -20213224.000000 Penalty: 5940.685547
	Iteration 131Q: 3 clusters Score -2.021322e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 125397 members 
Entering Unmasked Estep 
Score: -20213276.000000 Penalty: 5940.685547
	Iteration 132Q: 3 clusters Score -2.021328e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 125536 members 
Entering Unmasked Estep 
Score: -20213276.000000 Penalty: 5940.685547
	Iteration 133Q: 3 clusters Score -2.021328e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 125667 members 
Entering Unmasked Estep 
Score: -20213258.000000 Penalty: 5940.685547
	Iteration 134Q: 3 clusters Score -2.021326e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 125792 members 
Entering Unmasked Estep 
Score: -20213202.000000 Penalty: 5940.685547
	Iteration 135Q: 3 clusters Score -2.02132e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 125908 members 
Entering Unmasked Estep 
Score: -20213208.000000 Penalty: 5940.685547
	Iteration 136Q: 3 clusters Score -2.021321e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 126032 members 
Entering Unmasked Estep 
Score: -20213210.000000 Penalty: 5940.685547
	Iteration 137Q: 3 clusters Score -2.021321e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 126147 members 
Entering Unmasked Estep 
Score: -20213176.000000 Penalty: 5940.685547
	Iteration 138Q: 3 clusters Score -2.021318e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 126257 members 
Entering Unmasked Estep 
Score: -20213188.000000 Penalty: 5940.685547
	Iteration 139Q: 3 clusters Score -2.021319e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 126368 members 
Entering Unmasked Estep 
Score: -20213186.000000 Penalty: 5940.685547
	Iteration 140F: 3 clusters Score -2.021319e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 126476 members 
Entering Unmasked Estep 
Score: -20213192.000000 Penalty: 5940.685547
	Iteration 141Q: 3 clusters Score -2.021319e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 126582 members 
Entering Unmasked Estep 
Score: -20213164.000000 Penalty: 5940.685547
	Iteration 142Q: 3 clusters Score -2.021316e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 126688 members 
Entering Unmasked Estep 
Score: -20213186.000000 Penalty: 5940.685547
	Iteration 143Q: 3 clusters Score -2.021319e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 126796 members 
Entering Unmasked Estep 
Score: -20213148.000000 Penalty: 5940.685547
	Iteration 144Q: 3 clusters Score -2.021315e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 126910 members 
Entering Unmasked Estep 
Score: -20213150.000000 Penalty: 5940.685547
	Iteration 145Q: 3 clusters Score -2.021315e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 127026 members 
Entering Unmasked Estep 
Score: -20213140.000000 Penalty: 5940.685547
	Iteration 146Q: 3 clusters Score -2.021314e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 127124 members 
Entering Unmasked Estep 
Score: -20213146.000000 Penalty: 5940.685547
	Iteration 147Q: 3 clusters Score -2.021315e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 127219 members 
Entering Unmasked Estep 
Score: -20213144.000000 Penalty: 5940.685547
	Iteration 148Q: 3 clusters Score -2.021314e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 127322 members 
Entering Unmasked Estep 
Score: -20213148.000000 Penalty: 5940.685547
	Iteration 149Q: 3 clusters Score -2.021315e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 127395 members 
Entering Unmasked Estep 
Score: -20213148.000000 Penalty: 5940.685547
	Iteration 150Q: 3 clusters Score -2.021315e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 127462 members 
Entering Unmasked Estep 
Score: -20213160.000000 Penalty: 5940.685547
	Iteration 151Q: 3 clusters Score -2.021316e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 127529 members 
Entering Unmasked Estep 
Score: -20213166.000000 Penalty: 5940.685547
	Iteration 152Q: 3 clusters Score -2.021317e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 127582 members 
Entering Unmasked Estep 
Score: -20213182.000000 Penalty: 5940.685547
	Iteration 153Q: 3 clusters Score -2.021318e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 127625 members 
Entering Unmasked Estep 
Score: -20213188.000000 Penalty: 5940.685547
	Iteration 154Q: 3 clusters Score -2.021319e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 127676 members 
Entering Unmasked Estep 
Score: -20213204.000000 Penalty: 5940.685547
	Iteration 155Q: 3 clusters Score -2.02132e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 127729 members 
Entering Unmasked Estep 
Score: -20213218.000000 Penalty: 5940.685547
	Iteration 156Q: 3 clusters Score -2.021322e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 127789 members 
Entering Unmasked Estep 
Score: -20213220.000000 Penalty: 5940.685547
	Iteration 157Q: 3 clusters Score -2.021322e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 127848 members 
Entering Unmasked Estep 
Score: -20213236.000000 Penalty: 5940.685547
	Iteration 158Q: 3 clusters Score -2.021324e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 127909 members 
Entering Unmasked Estep 
Score: -20213254.000000 Penalty: 5940.685547
	Iteration 159Q: 3 clusters Score -2.021325e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 127952 members 
Entering Unmasked Estep 
Score: -20213272.000000 Penalty: 5940.685547
	Iteration 160F: 3 clusters Score -2.021327e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 127993 members 
Entering Unmasked Estep 
Score: -20213310.000000 Penalty: 5940.685547
	Iteration 161Q: 3 clusters Score -2.021331e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 128042 members 
Entering Unmasked Estep 
Score: -20213318.000000 Penalty: 5940.685547
	Iteration 162Q: 3 clusters Score -2.021332e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 128088 members 
Entering Unmasked Estep 
Score: -20213324.000000 Penalty: 5940.685547
	Iteration 163Q: 3 clusters Score -2.021332e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 128129 members 
Entering Unmasked Estep 
Score: -20213332.000000 Penalty: 5940.685547
	Iteration 164Q: 3 clusters Score -2.021333e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 128174 members 
Entering Unmasked Estep 
Score: -20213316.000000 Penalty: 5940.685547
	Iteration 165Q: 3 clusters Score -2.021332e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 128225 members 
Entering Unmasked Estep 
Score: -20213328.000000 Penalty: 5940.685547
	Iteration 166Q: 3 clusters Score -2.021333e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 128274 members 
Entering Unmasked Estep 
Score: -20213296.000000 Penalty: 5940.685547
	Iteration 167Q: 3 clusters Score -2.02133e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 128326 members 
Entering Unmasked Estep 
Score: -20213280.000000 Penalty: 5940.685547
	Iteration 168Q: 3 clusters Score -2.021328e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 128381 members 
Entering Unmasked Estep 
Score: -20213288.000000 Penalty: 5940.685547
	Iteration 169Q: 3 clusters Score -2.021329e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 128430 members 
Entering Unmasked Estep 
Score: -20213302.000000 Penalty: 5940.685547
	Iteration 170Q: 3 clusters Score -2.02133e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 128479 members 
Entering Unmasked Estep 
Score: -20213308.000000 Penalty: 5940.685547
	Iteration 171Q: 3 clusters Score -2.021331e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 128532 members 
Entering Unmasked Estep 
Score: -20213300.000000 Penalty: 5940.685547
	Iteration 172Q: 3 clusters Score -2.02133e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 128582 members 
Entering Unmasked Estep 
Score: -20213308.000000 Penalty: 5940.685547
	Iteration 173Q: 3 clusters Score -2.021331e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 128628 members 
Entering Unmasked Estep 
Score: -20213322.000000 Penalty: 5940.685547
	Iteration 174Q: 3 clusters Score -2.021332e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 128671 members 
Entering Unmasked Estep 
Score: -20213342.000000 Penalty: 5940.685547
	Iteration 175Q: 3 clusters Score -2.021334e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 128722 members 
Entering Unmasked Estep 
Score: -20213318.000000 Penalty: 5940.685547
	Iteration 176Q: 3 clusters Score -2.021332e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 128781 members 
Entering Unmasked Estep 
Score: -20213286.000000 Penalty: 5940.685547
	Iteration 177Q: 3 clusters Score -2.021329e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 128834 members 
Entering Unmasked Estep 
Score: -20213292.000000 Penalty: 5940.685547
	Iteration 178Q: 3 clusters Score -2.021329e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 128885 members 
Entering Unmasked Estep 
Score: -20213300.000000 Penalty: 5940.685547
	Iteration 179Q: 3 clusters Score -2.02133e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 128930 members 
Entering Unmasked Estep 
Score: -20213300.000000 Penalty: 5940.685547
	Iteration 180F: 3 clusters Score -2.02133e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 128965 members 
Entering Unmasked Estep 
Score: -20213288.000000 Penalty: 5940.685547
	Iteration 181Q: 3 clusters Score -2.021329e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 129005 members 
Entering Unmasked Estep 
Score: -20213266.000000 Penalty: 5940.685547
	Iteration 182Q: 3 clusters Score -2.021327e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 129045 members 
Entering Unmasked Estep 
Score: -20213278.000000 Penalty: 5940.685547
	Iteration 183Q: 3 clusters Score -2.021328e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 129086 members 
Entering Unmasked Estep 
Score: -20213310.000000 Penalty: 5940.685547
	Iteration 184Q: 3 clusters Score -2.021331e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 129131 members 
Entering Unmasked Estep 
Score: -20213302.000000 Penalty: 5940.685547
	Iteration 185Q: 3 clusters Score -2.02133e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 129174 members 
Entering Unmasked Estep 
Score: -20213278.000000 Penalty: 5940.685547
	Iteration 186Q: 3 clusters Score -2.021328e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 129207 members 
Entering Unmasked Estep 
Score: -20213286.000000 Penalty: 5940.685547
	Iteration 187Q: 3 clusters Score -2.021329e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 129243 members 
Entering Unmasked Estep 
Score: -20213290.000000 Penalty: 5940.685547
	Iteration 188Q: 3 clusters Score -2.021329e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 129277 members 
Entering Unmasked Estep 
Score: -20213292.000000 Penalty: 5940.685547
	Iteration 189Q: 3 clusters Score -2.021329e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 129310 members 
Entering Unmasked Estep 
Score: -20213288.000000 Penalty: 5940.685547
	Iteration 190Q: 3 clusters Score -2.021329e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 129339 members 
Entering Unmasked Estep 
Score: -20213296.000000 Penalty: 5940.685547
	Iteration 191Q: 3 clusters Score -2.02133e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 129365 members 
Entering Unmasked Estep 
Score: -20213306.000000 Penalty: 5940.685547
	Iteration 192Q: 3 clusters Score -2.021331e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 129395 members 
Entering Unmasked Estep 
Score: -20213314.000000 Penalty: 5940.685547
	Iteration 193Q: 3 clusters Score -2.021331e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 129418 members 
Entering Unmasked Estep 
Score: -20213310.000000 Penalty: 5940.685547
	Iteration 194Q: 3 clusters Score -2.021331e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 129448 members 
Entering Unmasked Estep 
Score: -20213340.000000 Penalty: 5940.685547
	Iteration 195Q: 3 clusters Score -2.021334e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 129474 members 
Entering Unmasked Estep 
Score: -20213334.000000 Penalty: 5940.685547
	Iteration 196Q: 3 clusters Score -2.021333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 129492 members 
Entering Unmasked Estep 
Score: -20213334.000000 Penalty: 5940.685547
	Iteration 197Q: 3 clusters Score -2.021333e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 129511 members 
Entering Unmasked Estep 
Score: -20213356.000000 Penalty: 5940.685547
	Iteration 198Q: 3 clusters Score -2.021336e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 129536 members 
Entering Unmasked Estep 
Score: -20213356.000000 Penalty: 5940.685547
	Iteration 199Q: 3 clusters Score -2.021336e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 129558 members 
Entering Unmasked Estep 
Score: -20213340.000000 Penalty: 5940.685547
	Iteration 200F: 3 clusters Score -2.021334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 129579 members 
Entering Unmasked Estep 
Score: -20213352.000000 Penalty: 5940.685547
	Iteration 201Q: 3 clusters Score -2.021335e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 129606 members 
Entering Unmasked Estep 
Score: -20213346.000000 Penalty: 5940.685547
	Iteration 202Q: 3 clusters Score -2.021335e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 129634 members 
Entering Unmasked Estep 
Score: -20213344.000000 Penalty: 5940.685547
	Iteration 203Q: 3 clusters Score -2.021334e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 129661 members 
Entering Unmasked Estep 
Score: -20213352.000000 Penalty: 5940.685547
	Iteration 204Q: 3 clusters Score -2.021335e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 129702 members 
Entering Unmasked Estep 
Score: -20213330.000000 Penalty: 5940.685547
	Iteration 205Q: 3 clusters Score -2.021333e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 129739 members 
Entering Unmasked Estep 
Score: -20213324.000000 Penalty: 5940.685547
	Iteration 206Q: 3 clusters Score -2.021332e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 129770 members 
Entering Unmasked Estep 
Score: -20213300.000000 Penalty: 5940.685547
	Iteration 207Q: 3 clusters Score -2.02133e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 129802 members 
Entering Unmasked Estep 
Score: -20213318.000000 Penalty: 5940.685547
	Iteration 208Q: 3 clusters Score -2.021332e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 129839 members 
Entering Unmasked Estep 
Score: -20213304.000000 Penalty: 5940.685547
	Iteration 209Q: 3 clusters Score -2.02133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 129876 members 
Entering Unmasked Estep 
Score: -20213316.000000 Penalty: 5940.685547
	Iteration 210Q: 3 clusters Score -2.021332e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 129907 members 
Entering Unmasked Estep 
Score: -20213300.000000 Penalty: 5940.685547
	Iteration 211Q: 3 clusters Score -2.02133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 129929 members 
Entering Unmasked Estep 
Score: -20213300.000000 Penalty: 5940.685547
	Iteration 212Q: 3 clusters Score -2.02133e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 129954 members 
Entering Unmasked Estep 
Score: -20213308.000000 Penalty: 5940.685547
	Iteration 213Q: 3 clusters Score -2.021331e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 129972 members 
Entering Unmasked Estep 
Score: -20213318.000000 Penalty: 5940.685547
	Iteration 214Q: 3 clusters Score -2.021332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 129993 members 
Entering Unmasked Estep 
Score: -20213304.000000 Penalty: 5940.685547
	Iteration 215Q: 3 clusters Score -2.02133e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 130008 members 
Entering Unmasked Estep 
Score: -20213318.000000 Penalty: 5940.685547
	Iteration 216Q: 3 clusters Score -2.021332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 130023 members 
Entering Unmasked Estep 
Score: -20213298.000000 Penalty: 5940.685547
	Iteration 217Q: 3 clusters Score -2.02133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 130045 members 
Entering Unmasked Estep 
Score: -20213318.000000 Penalty: 5940.685547
	Iteration 218Q: 3 clusters Score -2.021332e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 130068 members 
Entering Unmasked Estep 
Score: -20213312.000000 Penalty: 5940.685547
	Iteration 219Q: 3 clusters Score -2.021331e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 130091 members 
Entering Unmasked Estep 
Score: -20213326.000000 Penalty: 5940.685547
	Iteration 220F: 3 clusters Score -2.021333e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 130117 members 
Entering Unmasked Estep 
Score: -20213306.000000 Penalty: 5940.685547
	Iteration 221Q: 3 clusters Score -2.021331e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 130141 members 
Entering Unmasked Estep 
Score: -20213326.000000 Penalty: 5940.685547
	Iteration 222Q: 3 clusters Score -2.021333e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 130166 members 
Entering Unmasked Estep 
Score: -20213304.000000 Penalty: 5940.685547
	Iteration 223Q: 3 clusters Score -2.02133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 130189 members 
Entering Unmasked Estep 
Score: -20213306.000000 Penalty: 5940.685547
	Iteration 224Q: 3 clusters Score -2.021331e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 130218 members 
Entering Unmasked Estep 
Score: -20213296.000000 Penalty: 5940.685547
	Iteration 225Q: 3 clusters Score -2.02133e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 130239 members 
Entering Unmasked Estep 
Score: -20213306.000000 Penalty: 5940.685547
	Iteration 226Q: 3 clusters Score -2.021331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 130252 members 
Entering Unmasked Estep 
Score: -20213306.000000 Penalty: 5940.685547
	Iteration 227Q: 3 clusters Score -2.021331e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 130268 members 
Entering Unmasked Estep 
Score: -20213302.000000 Penalty: 5940.685547
	Iteration 228Q: 3 clusters Score -2.02133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 130279 members 
Entering Unmasked Estep 
Score: -20213296.000000 Penalty: 5940.685547
	Iteration 229Q: 3 clusters Score -2.02133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 130292 members 
Entering Unmasked Estep 
Score: -20213304.000000 Penalty: 5940.685547
	Iteration 230Q: 3 clusters Score -2.02133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 130305 members 
Entering Unmasked Estep 
Score: -20213304.000000 Penalty: 5940.685547
	Iteration 231Q: 3 clusters Score -2.02133e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 130319 members 
Entering Unmasked Estep 
Score: -20213324.000000 Penalty: 5940.685547
	Iteration 232Q: 3 clusters Score -2.021332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 130329 members 
Entering Unmasked Estep 
Score: -20213312.000000 Penalty: 5940.685547
	Iteration 233Q: 3 clusters Score -2.021331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 130335 members 
Entering Unmasked Estep 
Score: -20213330.000000 Penalty: 5940.685547
	Iteration 234Q: 3 clusters Score -2.021333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 130342 members 
Entering Unmasked Estep 
Score: -20213314.000000 Penalty: 5940.685547
	Iteration 235Q: 3 clusters Score -2.021331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 130354 members 
Entering Unmasked Estep 
Score: -20213298.000000 Penalty: 5940.685547
	Iteration 236Q: 3 clusters Score -2.02133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 130360 members 
Entering Unmasked Estep 
Score: -20213304.000000 Penalty: 5940.685547
	Iteration 237Q: 3 clusters Score -2.02133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 130368 members 
Entering Unmasked Estep 
Score: -20213312.000000 Penalty: 5940.685547
	Iteration 238Q: 3 clusters Score -2.021331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 130378 members 
Entering Unmasked Estep 
Score: -20213310.000000 Penalty: 5940.685547
	Iteration 239Q: 3 clusters Score -2.021331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 130388 members 
Entering Unmasked Estep 
Score: -20213324.000000 Penalty: 5940.685547
	Iteration 240F: 3 clusters Score -2.021332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 130393 members 
Entering Unmasked Estep 
Score: -20213306.000000 Penalty: 5940.685547
	Iteration 241Q: 3 clusters Score -2.021331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 130400 members 
Entering Unmasked Estep 
Score: -20213310.000000 Penalty: 5940.685547
	Iteration 242Q: 3 clusters Score -2.021331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 130402 members 
Entering Unmasked Estep 
Score: -20213316.000000 Penalty: 5940.685547
	Iteration 243Q: 3 clusters Score -2.021332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 130404 members 
Entering Unmasked Estep 
Score: -20213316.000000 Penalty: 5940.685547
	Iteration 244Q: 3 clusters Score -2.021332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 130405 members 
Entering Unmasked Estep 
Score: -20213320.000000 Penalty: 5940.685547
	Iteration 245Q: 3 clusters Score -2.021332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 130405 members 
Entering Unmasked Estep 
Score: -20213320.000000 Penalty: 5940.685547
	Iteration 246F: 3 clusters Score -2.021332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46437 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175968 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 28679 members 
Mstep: Class 10 contains 143224 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150514 members 
Mstep: Class 15 contains 81798 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149761 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40972 members 
Mstep: Class 20 contains 72120 members 
Mstep: Class 21 contains 130405 members 
Mstep: Class 22 contains 167182 members 
Entering Unmasked Estep 
Score: -161343904.000000 Penalty: 76770.804688
Splitting cluster 9 changes total score from -161345104.000000 to -161343904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (143224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143224 members 
Entering Unmasked Estep 
Score: -18214852.000000 Penalty: 2944.296875
	Iteration 0F: 2 clusters Score -1.821485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71405 members 
Mstep: Class 2 contains 71819 members 
Entering Unmasked Estep 
Score: -18120244.000000 Penalty: 5888.593750
	Iteration 0F: 3 clusters Score -1.812024e+07 nChanged 68401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69062 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -18159820.000000 Penalty: 5888.593750
	Iteration 1F: 3 clusters Score -1.815982e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -18161044.000000 Penalty: 5888.593750
	Iteration 2Q: 3 clusters Score -1.816104e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 77874 members 
Entering Unmasked Estep 
Score: -18162320.000000 Penalty: 5888.593750
	Iteration 3Q: 3 clusters Score -1.816232e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 81092 members 
Entering Unmasked Estep 
Score: -18164332.000000 Penalty: 5888.593750
	Iteration 4Q: 3 clusters Score -1.816433e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 85533 members 
Entering Unmasked Estep 
Score: -18167444.000000 Penalty: 5888.593750
	Iteration 5Q: 3 clusters Score -1.816744e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 91598 members 
Entering Unmasked Estep 
Score: -18172090.000000 Penalty: 5888.593750
	Iteration 6F: 3 clusters Score -1.817209e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 99187 members 
Entering Unmasked Estep 
Score: -18178560.000000 Penalty: 5888.593750
	Iteration 7F: 3 clusters Score -1.817856e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 107253 members 
Entering Unmasked Estep 
Score: -18185880.000000 Penalty: 5888.593750
	Iteration 8F: 3 clusters Score -1.818588e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 114552 members 
Entering Unmasked Estep 
Score: -18192718.000000 Penalty: 5888.593750
	Iteration 9F: 3 clusters Score -1.819272e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 120289 members 
Entering Unmasked Estep 
Score: -18197822.000000 Penalty: 5888.593750
	Iteration 10Q: 3 clusters Score -1.819782e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 124657 members 
Entering Unmasked Estep 
Score: -18201506.000000 Penalty: 5888.593750
	Iteration 11Q: 3 clusters Score -1.820151e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 128012 members 
Entering Unmasked Estep 
Score: -18203828.000000 Penalty: 5888.593750
	Iteration 12Q: 3 clusters Score -1.820383e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 130771 members 
Entering Unmasked Estep 
Score: -18205740.000000 Penalty: 5888.593750
	Iteration 13Q: 3 clusters Score -1.820574e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 133099 members 
Entering Unmasked Estep 
Score: -18207150.000000 Penalty: 5888.593750
	Iteration 14Q: 3 clusters Score -1.820715e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 135050 members 
Entering Unmasked Estep 
Score: -18208246.000000 Penalty: 5888.593750
	Iteration 15Q: 3 clusters Score -1.820825e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 136651 members 
Entering Unmasked Estep 
Score: -18209130.000000 Penalty: 5888.593750
	Iteration 16Q: 3 clusters Score -1.820913e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 137944 members 
Entering Unmasked Estep 
Score: -18209946.000000 Penalty: 5888.593750
	Iteration 17Q: 3 clusters Score -1.820995e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 139036 members 
Entering Unmasked Estep 
Score: -18210598.000000 Penalty: 5888.593750
	Iteration 18Q: 3 clusters Score -1.82106e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 139854 members 
Entering Unmasked Estep 
Score: -18211016.000000 Penalty: 5888.593750
	Iteration 19Q: 3 clusters Score -1.821102e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 140456 members 
Entering Unmasked Estep 
Score: -18211332.000000 Penalty: 5888.593750
	Iteration 20F: 3 clusters Score -1.821133e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 140902 members 
Entering Unmasked Estep 
Score: -18211598.000000 Penalty: 5888.593750
	Iteration 21Q: 3 clusters Score -1.82116e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 141230 members 
Entering Unmasked Estep 
Score: -18211808.000000 Penalty: 5888.593750
	Iteration 22Q: 3 clusters Score -1.821181e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 141488 members 
Entering Unmasked Estep 
Score: -18211966.000000 Penalty: 5888.593750
	Iteration 23Q: 3 clusters Score -1.821197e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 141674 members 
Entering Unmasked Estep 
Score: -18212084.000000 Penalty: 5888.593750
	Iteration 24Q: 3 clusters Score -1.821208e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 141813 members 
Entering Unmasked Estep 
Score: -18212168.000000 Penalty: 5888.593750
	Iteration 25Q: 3 clusters Score -1.821217e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 141926 members 
Entering Unmasked Estep 
Score: -18212256.000000 Penalty: 5888.593750
	Iteration 26Q: 3 clusters Score -1.821226e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 142010 members 
Entering Unmasked Estep 
Score: -18212332.000000 Penalty: 5888.593750
	Iteration 27Q: 3 clusters Score -1.821233e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 142071 members 
Entering Unmasked Estep 
Score: -18212358.000000 Penalty: 5888.593750
	Iteration 28Q: 3 clusters Score -1.821236e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 142119 members 
Entering Unmasked Estep 
Score: -18212372.000000 Penalty: 5888.593750
	Iteration 29Q: 3 clusters Score -1.821237e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 142147 members 
Entering Unmasked Estep 
Score: -18212392.000000 Penalty: 5888.593750
	Iteration 30Q: 3 clusters Score -1.821239e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 142170 members 
Entering Unmasked Estep 
Score: -18212398.000000 Penalty: 5888.593750
	Iteration 31Q: 3 clusters Score -1.82124e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 142193 members 
Entering Unmasked Estep 
Score: -18212426.000000 Penalty: 5888.593750
	Iteration 32Q: 3 clusters Score -1.821243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 142204 members 
Entering Unmasked Estep 
Score: -18212440.000000 Penalty: 5888.593750
	Iteration 33Q: 3 clusters Score -1.821244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 142214 members 
Entering Unmasked Estep 
Score: -18212432.000000 Penalty: 5888.593750
	Iteration 34Q: 3 clusters Score -1.821243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 142224 members 
Entering Unmasked Estep 
Score: -18212446.000000 Penalty: 5888.593750
	Iteration 35Q: 3 clusters Score -1.821245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 142233 members 
Entering Unmasked Estep 
Score: -18212462.000000 Penalty: 5888.593750
	Iteration 36Q: 3 clusters Score -1.821246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 142240 members 
Entering Unmasked Estep 
Score: -18212444.000000 Penalty: 5888.593750
	Iteration 37Q: 3 clusters Score -1.821244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 142249 members 
Entering Unmasked Estep 
Score: -18212446.000000 Penalty: 5888.593750
	Iteration 38Q: 3 clusters Score -1.821245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 142249 members 
Entering Unmasked Estep 
Score: -18212456.000000 Penalty: 5888.593750
	Iteration 39Q: 3 clusters Score -1.821246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 142252 members 
Entering Unmasked Estep 
Score: -18212442.000000 Penalty: 5888.593750
	Iteration 40F: 3 clusters Score -1.821244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 142256 members 
Entering Unmasked Estep 
Score: -18212454.000000 Penalty: 5888.593750
	Iteration 41Q: 3 clusters Score -1.821245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 142256 members 
Entering Unmasked Estep 
Score: -18212450.000000 Penalty: 5888.593750
	Iteration 42Q: 3 clusters Score -1.821245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 142256 members 
Entering Unmasked Estep 
Score: -18212450.000000 Penalty: 5888.593750
	Iteration 43Q: 3 clusters Score -1.821245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 142258 members 
Entering Unmasked Estep 
Score: -18212444.000000 Penalty: 5888.593750
	Iteration 44Q: 3 clusters Score -1.821244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 142259 members 
Entering Unmasked Estep 
Score: -18212462.000000 Penalty: 5888.593750
	Iteration 45Q: 3 clusters Score -1.821246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 142259 members 
Entering Unmasked Estep 
Score: -18212462.000000 Penalty: 5888.593750
	Iteration 46F: 3 clusters Score -1.821246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Entering Unmasked Estep 
Score: -1454129.250000 Penalty: 2329.090820
	Iteration 0F: 2 clusters Score -1454129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1445206.000000 Penalty: 4658.181641
	Iteration 0F: 3 clusters Score -1445206 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1448003.125000 Penalty: 4658.181641
	Iteration 1F: 3 clusters Score -1448003 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1448393.750000 Penalty: 4658.181641
	Iteration 2F: 3 clusters Score -1448394 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1448721.750000 Penalty: 4658.181641
	Iteration 3F: 3 clusters Score -1448722 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1449114.625000 Penalty: 4658.181641
	Iteration 4Q: 3 clusters Score -1449115 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1449547.750000 Penalty: 4658.181641
	Iteration 5F: 3 clusters Score -1449548 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1450026.250000 Penalty: 4658.181641
	Iteration 6Q: 3 clusters Score -1450026 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1450564.500000 Penalty: 4658.181641
	Iteration 7F: 3 clusters Score -1450564 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1451072.750000 Penalty: 4658.181641
	Iteration 8F: 3 clusters Score -1451073 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1451526.125000 Penalty: 4658.181641
	Iteration 9Q: 3 clusters Score -1451526 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1451866.750000 Penalty: 4658.181641
	Iteration 10Q: 3 clusters Score -1451867 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1452129.750000 Penalty: 4658.181641
	Iteration 11Q: 3 clusters Score -1452130 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1452341.375000 Penalty: 4658.181641
	Iteration 12Q: 3 clusters Score -1452341 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1452500.125000 Penalty: 4658.181641
	Iteration 13Q: 3 clusters Score -1452500 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1452600.375000 Penalty: 4658.181641
	Iteration 14Q: 3 clusters Score -1452600 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1452664.000000 Penalty: 4658.181641
	Iteration 15Q: 3 clusters Score -1452664 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1452703.500000 Penalty: 4658.181641
	Iteration 16Q: 3 clusters Score -1452704 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1452722.250000 Penalty: 4658.181641
	Iteration 17Q: 3 clusters Score -1452722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1452736.000000 Penalty: 4658.181641
	Iteration 18Q: 3 clusters Score -1452736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1452751.250000 Penalty: 4658.181641
	Iteration 19Q: 3 clusters Score -1452751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1452756.500000 Penalty: 4658.181641
	Iteration 20F: 3 clusters Score -1452756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1452760.625000 Penalty: 4658.181641
	Iteration 21Q: 3 clusters Score -1452761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1452766.875000 Penalty: 4658.181641
	Iteration 22Q: 3 clusters Score -1452767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1452766.500000 Penalty: 4658.181641
	Iteration 23Q: 3 clusters Score -1452766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1452769.500000 Penalty: 4658.181641
	Iteration 24Q: 3 clusters Score -1452770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1452767.750000 Penalty: 4658.181641
	Iteration 25Q: 3 clusters Score -1452768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1452767.250000 Penalty: 4658.181641
	Iteration 26Q: 3 clusters Score -1452767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1452767.500000 Penalty: 4658.181641
	Iteration 27Q: 3 clusters Score -1452768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1452768.000000 Penalty: 4658.181641
	Iteration 28Q: 3 clusters Score -1452768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1452767.250000 Penalty: 4658.181641
	Iteration 29Q: 3 clusters Score -1452767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1452769.375000 Penalty: 4658.181641
	Iteration 30Q: 3 clusters Score -1452769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1452770.500000 Penalty: 4658.181641
	Iteration 31Q: 3 clusters Score -1452770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1452772.250000 Penalty: 4658.181641
	Iteration 32Q: 3 clusters Score -1452772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1452772.000000 Penalty: 4658.181641
	Iteration 33Q: 3 clusters Score -1452772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1452771.625000 Penalty: 4658.181641
	Iteration 34Q: 3 clusters Score -1452772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1452771.625000 Penalty: 4658.181641
	Iteration 35F: 3 clusters Score -1452772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Entering Unmasked Estep 
Score: -518360.406250 Penalty: 2068.492188
	Iteration 0F: 2 clusters Score -518360.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -514297.687500 Penalty: 4136.984375
	Iteration 0F: 3 clusters Score -514297.7 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -515396.281250 Penalty: 4136.984375
	Iteration 1F: 3 clusters Score -515396.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -515846.093750 Penalty: 4136.984375
	Iteration 2F: 3 clusters Score -515846.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -516321.156250 Penalty: 4136.984375
	Iteration 3F: 3 clusters Score -516321.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -516724.875000 Penalty: 4136.984375
	Iteration 4F: 3 clusters Score -516724.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -517040.125000 Penalty: 4136.984375
	Iteration 5F: 3 clusters Score -517040.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -517310.687500 Penalty: 4136.984375
	Iteration 6F: 3 clusters Score -517310.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -517582.500000 Penalty: 4136.984375
	Iteration 7Q: 3 clusters Score -517582.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -517741.593750 Penalty: 4136.984375
	Iteration 8Q: 3 clusters Score -517741.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -517832.937500 Penalty: 4136.984375
	Iteration 9Q: 3 clusters Score -517832.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -517891.875000 Penalty: 4136.984375
	Iteration 10Q: 3 clusters Score -517891.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -517924.562500 Penalty: 4136.984375
	Iteration 11Q: 3 clusters Score -517924.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -517941.062500 Penalty: 4136.984375
	Iteration 12Q: 3 clusters Score -517941.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -517952.531250 Penalty: 4136.984375
	Iteration 13Q: 3 clusters Score -517952.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -517964.250000 Penalty: 4136.984375
	Iteration 14Q: 3 clusters Score -517964.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -517971.531250 Penalty: 4136.984375
	Iteration 15Q: 3 clusters Score -517971.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -517982.625000 Penalty: 4136.984375
	Iteration 16Q: 3 clusters Score -517982.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -517999.062500 Penalty: 4136.984375
	Iteration 17Q: 3 clusters Score -517999.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -518016.843750 Penalty: 4136.984375
	Iteration 18Q: 3 clusters Score -518016.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -518046.125000 Penalty: 4136.984375
	Iteration 19Q: 3 clusters Score -518046.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -518080.437500 Penalty: 4136.984375
	Iteration 20F: 3 clusters Score -518080.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -518139.218750 Penalty: 4136.984375
	Iteration 21Q: 3 clusters Score -518139.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -518281.406250 Penalty: 4136.984375
	Iteration 22Q: 3 clusters Score -518281.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -518643.437500 Penalty: 4136.984375
	Iteration 23Q: 3 clusters Score -518643.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -518852.125000 Penalty: 4136.984375
	Iteration 24Q: 3 clusters Score -518852.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -518913.937500 Penalty: 4136.984375
	Iteration 25Q: 3 clusters Score -518913.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -518927.312500 Penalty: 4136.984375
	Iteration 26Q: 3 clusters Score -518927.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -518931.468750 Penalty: 4136.984375
	Iteration 27Q: 3 clusters Score -518931.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -518933.687500 Penalty: 4136.984375
	Iteration 28Q: 3 clusters Score -518933.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -518935.656250 Penalty: 4136.984375
	Iteration 29Q: 3 clusters Score -518935.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -518936.531250 Penalty: 4136.984375
	Iteration 30Q: 3 clusters Score -518936.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -518937.281250 Penalty: 4136.984375
	Iteration 31Q: 3 clusters Score -518937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -518937.718750 Penalty: 4136.984375
	Iteration 32Q: 3 clusters Score -518937.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -518937.718750 Penalty: 4136.984375
	Iteration 33F: 3 clusters Score -518937.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46437 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175968 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159084 members 
Mstep: Class 10 contains 143224 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 1910 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150514 members 
Mstep: Class 15 contains 81798 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149761 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40972 members 
Mstep: Class 20 contains 72120 members 
Mstep: Class 21 contains 2281 members 
Mstep: Class 22 contains 167182 members 
Entering Unmasked Estep 
Score: -161344080.000000 Penalty: 76770.804688
Splitting cluster 12 changes total score from -161345104.000000 to -161344080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -40393.312500 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -40393.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39022.351562 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -39022.35 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39150.628906 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -39150.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39195.023438 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -39195.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39201.832031 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -39201.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39202.835938 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -39202.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39202.835938 Penalty: 2906.950195
	Iteration 5F: 3 clusters Score -39202.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (150514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150514 members 
Entering Unmasked Estep 
Score: -19307464.000000 Penalty: 2956.609131
	Iteration 0F: 2 clusters Score -1.930746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74804 members 
Mstep: Class 2 contains 75710 members 
Entering Unmasked Estep 
Score: -19210548.000000 Penalty: 5913.218262
	Iteration 0F: 3 clusters Score -1.921055e+07 nChanged 71958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69516 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -19252400.000000 Penalty: 5913.218262
	Iteration 1F: 3 clusters Score -1.92524e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -19253590.000000 Penalty: 5913.218262
	Iteration 2Q: 3 clusters Score -1.925359e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 88994 members 
Entering Unmasked Estep 
Score: -19255646.000000 Penalty: 5913.218262
	Iteration 3Q: 3 clusters Score -1.925565e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 96009 members 
Entering Unmasked Estep 
Score: -19259504.000000 Penalty: 5913.218262
	Iteration 4F: 3 clusters Score -1.92595e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 105505 members 
Entering Unmasked Estep 
Score: -19265610.000000 Penalty: 5913.218262
	Iteration 5F: 3 clusters Score -1.926561e+07 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 117087 members 
Entering Unmasked Estep 
Score: -19274400.000000 Penalty: 5913.218262
	Iteration 6F: 3 clusters Score -1.92744e+07 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 128916 members 
Entering Unmasked Estep 
Score: -19284670.000000 Penalty: 5913.218262
	Iteration 7F: 3 clusters Score -1.928467e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 138421 members 
Entering Unmasked Estep 
Score: -19293806.000000 Penalty: 5913.218262
	Iteration 8F: 3 clusters Score -1.929381e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 144555 members 
Entering Unmasked Estep 
Score: -19299442.000000 Penalty: 5913.218262
	Iteration 9Q: 3 clusters Score -1.929944e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 147602 members 
Entering Unmasked Estep 
Score: -19302352.000000 Penalty: 5913.218262
	Iteration 10Q: 3 clusters Score -1.930235e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 148970 members 
Entering Unmasked Estep 
Score: -19303614.000000 Penalty: 5913.218262
	Iteration 11Q: 3 clusters Score -1.930361e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 149552 members 
Entering Unmasked Estep 
Score: -19304104.000000 Penalty: 5913.218262
	Iteration 12Q: 3 clusters Score -1.93041e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 149806 members 
Entering Unmasked Estep 
Score: -19304346.000000 Penalty: 5913.218262
	Iteration 13Q: 3 clusters Score -1.930435e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 149930 members 
Entering Unmasked Estep 
Score: -19304500.000000 Penalty: 5913.218262
	Iteration 14Q: 3 clusters Score -1.93045e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 150012 members 
Entering Unmasked Estep 
Score: -19304622.000000 Penalty: 5913.218262
	Iteration 15Q: 3 clusters Score -1.930462e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 150061 members 
Entering Unmasked Estep 
Score: -19304688.000000 Penalty: 5913.218262
	Iteration 16Q: 3 clusters Score -1.930469e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 150084 members 
Entering Unmasked Estep 
Score: -19304704.000000 Penalty: 5913.218262
	Iteration 17Q: 3 clusters Score -1.93047e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 150096 members 
Entering Unmasked Estep 
Score: -19304736.000000 Penalty: 5913.218262
	Iteration 18Q: 3 clusters Score -1.930474e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 150108 members 
Entering Unmasked Estep 
Score: -19304760.000000 Penalty: 5913.218262
	Iteration 19Q: 3 clusters Score -1.930476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 150114 members 
Entering Unmasked Estep 
Score: -19304764.000000 Penalty: 5913.218262
	Iteration 20F: 3 clusters Score -1.930476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 150124 members 
Entering Unmasked Estep 
Score: -19304766.000000 Penalty: 5913.218262
	Iteration 21Q: 3 clusters Score -1.930477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 150133 members 
Entering Unmasked Estep 
Score: -19304784.000000 Penalty: 5913.218262
	Iteration 22Q: 3 clusters Score -1.930478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 150142 members 
Entering Unmasked Estep 
Score: -19304800.000000 Penalty: 5913.218262
	Iteration 23Q: 3 clusters Score -1.93048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 150146 members 
Entering Unmasked Estep 
Score: -19304806.000000 Penalty: 5913.218262
	Iteration 24Q: 3 clusters Score -1.930481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 150149 members 
Entering Unmasked Estep 
Score: -19304820.000000 Penalty: 5913.218262
	Iteration 25Q: 3 clusters Score -1.930482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 150153 members 
Entering Unmasked Estep 
Score: -19304832.000000 Penalty: 5913.218262
	Iteration 26Q: 3 clusters Score -1.930483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 150155 members 
Entering Unmasked Estep 
Score: -19304830.000000 Penalty: 5913.218262
	Iteration 27Q: 3 clusters Score -1.930483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 150158 members 
Entering Unmasked Estep 
Score: -19304830.000000 Penalty: 5913.218262
	Iteration 28Q: 3 clusters Score -1.930483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 150160 members 
Entering Unmasked Estep 
Score: -19304836.000000 Penalty: 5913.218262
	Iteration 29Q: 3 clusters Score -1.930484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 150160 members 
Entering Unmasked Estep 
Score: -19304836.000000 Penalty: 5913.218262
	Iteration 30F: 3 clusters Score -1.930484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (81798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Entering Unmasked Estep 
Score: -10150855.000000 Penalty: 2805.377930
	Iteration 0F: 2 clusters Score -1.015086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -10096145.000000 Penalty: 5610.755859
	Iteration 0F: 3 clusters Score -1.009614e+07 nChanged 38592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -10117719.000000 Penalty: 5610.755859
	Iteration 1F: 3 clusters Score -1.011772e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -10118503.000000 Penalty: 5610.755859
	Iteration 2Q: 3 clusters Score -1.01185e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -10119541.000000 Penalty: 5610.755859
	Iteration 3Q: 3 clusters Score -1.011954e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -10120976.000000 Penalty: 5610.755859
	Iteration 4Q: 3 clusters Score -1.012098e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -10123007.000000 Penalty: 5610.755859
	Iteration 5F: 3 clusters Score -1.012301e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -10125846.000000 Penalty: 5610.755859
	Iteration 6F: 3 clusters Score -1.012585e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
Score: -10129551.000000 Penalty: 5610.755859
	Iteration 7F: 3 clusters Score -1.012955e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -10134012.000000 Penalty: 5610.755859
	Iteration 8F: 3 clusters Score -1.013401e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 69877 members 
Entering Unmasked Estep 
Score: -10138685.000000 Penalty: 5610.755859
	Iteration 9F: 3 clusters Score -1.013868e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 74496 members 
Entering Unmasked Estep 
Score: -10142669.000000 Penalty: 5610.755859
	Iteration 10F: 3 clusters Score -1.014267e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 77721 members 
Entering Unmasked Estep 
Score: -10145417.000000 Penalty: 5610.755859
	Iteration 11Q: 3 clusters Score -1.014542e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 79616 members 
Entering Unmasked Estep 
Score: -10146986.000000 Penalty: 5610.755859
	Iteration 12Q: 3 clusters Score -1.014699e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 80578 members 
Entering Unmasked Estep 
Score: -10147734.000000 Penalty: 5610.755859
	Iteration 13Q: 3 clusters Score -1.014773e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 81006 members 
Entering Unmasked Estep 
Score: -10148033.000000 Penalty: 5610.755859
	Iteration 14Q: 3 clusters Score -1.014803e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 81197 members 
Entering Unmasked Estep 
Score: -10148189.000000 Penalty: 5610.755859
	Iteration 15Q: 3 clusters Score -1.014819e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -10148280.000000 Penalty: 5610.755859
	Iteration 16Q: 3 clusters Score -1.014828e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -10148330.000000 Penalty: 5610.755859
	Iteration 17Q: 3 clusters Score -1.014833e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -10148374.000000 Penalty: 5610.755859
	Iteration 18Q: 3 clusters Score -1.014837e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 81400 members 
Entering Unmasked Estep 
Score: -10148414.000000 Penalty: 5610.755859
	Iteration 19Q: 3 clusters Score -1.014841e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -10148428.000000 Penalty: 5610.755859
	Iteration 20F: 3 clusters Score -1.014843e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 81436 members 
Entering Unmasked Estep 
Score: -10148442.000000 Penalty: 5610.755859
	Iteration 21Q: 3 clusters Score -1.014844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 81450 members 
Entering Unmasked Estep 
Score: -10148457.000000 Penalty: 5610.755859
	Iteration 22Q: 3 clusters Score -1.014846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -10148475.000000 Penalty: 5610.755859
	Iteration 23Q: 3 clusters Score -1.014848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 81461 members 
Entering Unmasked Estep 
Score: -10148472.000000 Penalty: 5610.755859
	Iteration 24Q: 3 clusters Score -1.014847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 81467 members 
Entering Unmasked Estep 
Score: -10148467.000000 Penalty: 5610.755859
	Iteration 25Q: 3 clusters Score -1.014847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -10148476.000000 Penalty: 5610.755859
	Iteration 26Q: 3 clusters Score -1.014848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 81472 members 
Entering Unmasked Estep 
Score: -10148481.000000 Penalty: 5610.755859
	Iteration 27Q: 3 clusters Score -1.014848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -10148485.000000 Penalty: 5610.755859
	Iteration 28Q: 3 clusters Score -1.014848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -10148492.000000 Penalty: 5610.755859
	Iteration 29Q: 3 clusters Score -1.014849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 81473 members 
Entering Unmasked Estep 
Score: -10148476.000000 Penalty: 5610.755859
	Iteration 30Q: 3 clusters Score -1.014848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 81475 members 
Entering Unmasked Estep 
Score: -10148491.000000 Penalty: 5610.755859
	Iteration 31Q: 3 clusters Score -1.014849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 81475 members 
Entering Unmasked Estep 
Score: -10148491.000000 Penalty: 5610.755859
	Iteration 32F: 3 clusters Score -1.014849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Entering Unmasked Estep 
Score: -1175628.875000 Penalty: 2277.248779
	Iteration 0F: 2 clusters Score -1175629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1168112.750000 Penalty: 4554.497559
	Iteration 0F: 3 clusters Score -1168113 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1170335.375000 Penalty: 4554.497559
	Iteration 1F: 3 clusters Score -1170335 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1170655.250000 Penalty: 4554.497559
	Iteration 2F: 3 clusters Score -1170655 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1171014.750000 Penalty: 4554.497559
	Iteration 3F: 3 clusters Score -1171015 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1171479.250000 Penalty: 4554.497559
	Iteration 4F: 3 clusters Score -1171479 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1171978.000000 Penalty: 4554.497559
	Iteration 5F: 3 clusters Score -1171978 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1172446.375000 Penalty: 4554.497559
	Iteration 6F: 3 clusters Score -1172446 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1172929.000000 Penalty: 4554.497559
	Iteration 7F: 3 clusters Score -1172929 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1173370.375000 Penalty: 4554.497559
	Iteration 8F: 3 clusters Score -1173370 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1173686.125000 Penalty: 4554.497559
	Iteration 9Q: 3 clusters Score -1173686 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1173923.250000 Penalty: 4554.497559
	Iteration 10Q: 3 clusters Score -1173923 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1174078.625000 Penalty: 4554.497559
	Iteration 11Q: 3 clusters Score -1174079 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1174200.375000 Penalty: 4554.497559
	Iteration 12Q: 3 clusters Score -1174200 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1174326.875000 Penalty: 4554.497559
	Iteration 13Q: 3 clusters Score -1174327 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1174430.125000 Penalty: 4554.497559
	Iteration 14Q: 3 clusters Score -1174430 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1174501.125000 Penalty: 4554.497559
	Iteration 15Q: 3 clusters Score -1174501 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1174556.250000 Penalty: 4554.497559
	Iteration 16Q: 3 clusters Score -1174556 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1174594.375000 Penalty: 4554.497559
	Iteration 17Q: 3 clusters Score -1174594 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1174621.000000 Penalty: 4554.497559
	Iteration 18Q: 3 clusters Score -1174621 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1174645.750000 Penalty: 4554.497559
	Iteration 19Q: 3 clusters Score -1174646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1174669.375000 Penalty: 4554.497559
	Iteration 20F: 3 clusters Score -1174669 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1174687.000000 Penalty: 4554.497559
	Iteration 21Q: 3 clusters Score -1174687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1174697.250000 Penalty: 4554.497559
	Iteration 22Q: 3 clusters Score -1174697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1174710.375000 Penalty: 4554.497559
	Iteration 23Q: 3 clusters Score -1174710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1174729.500000 Penalty: 4554.497559
	Iteration 24Q: 3 clusters Score -1174730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1174738.875000 Penalty: 4554.497559
	Iteration 25Q: 3 clusters Score -1174739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1174751.000000 Penalty: 4554.497559
	Iteration 26Q: 3 clusters Score -1174751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1174760.625000 Penalty: 4554.497559
	Iteration 27Q: 3 clusters Score -1174761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1174769.750000 Penalty: 4554.497559
	Iteration 28Q: 3 clusters Score -1174770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1174780.000000 Penalty: 4554.497559
	Iteration 29Q: 3 clusters Score -1174780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1174793.750000 Penalty: 4554.497559
	Iteration 30Q: 3 clusters Score -1174794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1174814.375000 Penalty: 4554.497559
	Iteration 31Q: 3 clusters Score -1174814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1174835.000000 Penalty: 4554.497559
	Iteration 32Q: 3 clusters Score -1174835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1174849.000000 Penalty: 4554.497559
	Iteration 33Q: 3 clusters Score -1174849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1174866.875000 Penalty: 4554.497559
	Iteration 34Q: 3 clusters Score -1174867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1174873.250000 Penalty: 4554.497559
	Iteration 35Q: 3 clusters Score -1174873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1174881.750000 Penalty: 4554.497559
	Iteration 36Q: 3 clusters Score -1174882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1174889.500000 Penalty: 4554.497559
	Iteration 37Q: 3 clusters Score -1174890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1174895.000000 Penalty: 4554.497559
	Iteration 38Q: 3 clusters Score -1174895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1174896.000000 Penalty: 4554.497559
	Iteration 39Q: 3 clusters Score -1174896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1174896.875000 Penalty: 4554.497559
	Iteration 40F: 3 clusters Score -1174897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1174897.750000 Penalty: 4554.497559
	Iteration 41Q: 3 clusters Score -1174898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1174902.375000 Penalty: 4554.497559
	Iteration 42Q: 3 clusters Score -1174902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1174902.375000 Penalty: 4554.497559
	Iteration 43Q: 3 clusters Score -1174902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1174904.250000 Penalty: 4554.497559
	Iteration 44Q: 3 clusters Score -1174904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1174904.125000 Penalty: 4554.497559
	Iteration 45Q: 3 clusters Score -1174904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1174904.125000 Penalty: 4554.497559
	Iteration 46F: 3 clusters Score -1174904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (149761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149761 members 
Entering Unmasked Estep 
Score: -19292810.000000 Penalty: 2955.365234
	Iteration 0F: 2 clusters Score -1.929281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74621 members 
Mstep: Class 2 contains 75140 members 
Entering Unmasked Estep 
Score: -19197282.000000 Penalty: 5910.730469
	Iteration 0F: 3 clusters Score -1.919728e+07 nChanged 71685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70856 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -19239202.000000 Penalty: 5910.730469
	Iteration 1F: 3 clusters Score -1.92392e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
Score: -19240230.000000 Penalty: 5910.730469
	Iteration 2Q: 3 clusters Score -1.924023e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 85425 members 
Entering Unmasked Estep 
Score: -19241942.000000 Penalty: 5910.730469
	Iteration 3Q: 3 clusters Score -1.924194e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 91438 members 
Entering Unmasked Estep 
Score: -19244622.000000 Penalty: 5910.730469
	Iteration 4Q: 3 clusters Score -1.924462e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 99865 members 
Entering Unmasked Estep 
Score: -19249242.000000 Penalty: 5910.730469
	Iteration 5F: 3 clusters Score -1.924924e+07 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 110869 members 
Entering Unmasked Estep 
Score: -19256842.000000 Penalty: 5910.730469
	Iteration 6F: 3 clusters Score -1.925684e+07 nChanged 12400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 123151 members 
Entering Unmasked Estep 
Score: -19266852.000000 Penalty: 5910.730469
	Iteration 7F: 3 clusters Score -1.926685e+07 nChanged 11146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 134245 members 
Entering Unmasked Estep 
Score: -19276870.000000 Penalty: 5910.730469
	Iteration 8F: 3 clusters Score -1.927687e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 141733 members 
Entering Unmasked Estep 
Score: -19283904.000000 Penalty: 5910.730469
	Iteration 9F: 3 clusters Score -1.92839e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 145830 members 
Entering Unmasked Estep 
Score: -19287372.000000 Penalty: 5910.730469
	Iteration 10Q: 3 clusters Score -1.928737e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 147700 members 
Entering Unmasked Estep 
Score: -19289108.000000 Penalty: 5910.730469
	Iteration 11Q: 3 clusters Score -1.928911e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 148558 members 
Entering Unmasked Estep 
Score: -19289860.000000 Penalty: 5910.730469
	Iteration 12Q: 3 clusters Score -1.928986e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 148900 members 
Entering Unmasked Estep 
Score: -19290202.000000 Penalty: 5910.730469
	Iteration 13Q: 3 clusters Score -1.92902e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 149046 members 
Entering Unmasked Estep 
Score: -19290356.000000 Penalty: 5910.730469
	Iteration 14Q: 3 clusters Score -1.929036e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 149107 members 
Entering Unmasked Estep 
Score: -19290418.000000 Penalty: 5910.730469
	Iteration 15Q: 3 clusters Score -1.929042e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 149139 members 
Entering Unmasked Estep 
Score: -19290470.000000 Penalty: 5910.730469
	Iteration 16Q: 3 clusters Score -1.929047e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 149151 members 
Entering Unmasked Estep 
Score: -19290472.000000 Penalty: 5910.730469
	Iteration 17Q: 3 clusters Score -1.929047e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 149165 members 
Entering Unmasked Estep 
Score: -19290496.000000 Penalty: 5910.730469
	Iteration 18Q: 3 clusters Score -1.92905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 149173 members 
Entering Unmasked Estep 
Score: -19290514.000000 Penalty: 5910.730469
	Iteration 19Q: 3 clusters Score -1.929051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 149183 members 
Entering Unmasked Estep 
Score: -19290524.000000 Penalty: 5910.730469
	Iteration 20F: 3 clusters Score -1.929052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 149187 members 
Entering Unmasked Estep 
Score: -19290538.000000 Penalty: 5910.730469
	Iteration 21Q: 3 clusters Score -1.929054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 149189 members 
Entering Unmasked Estep 
Score: -19290538.000000 Penalty: 5910.730469
	Iteration 22Q: 3 clusters Score -1.929054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 149190 members 
Entering Unmasked Estep 
Score: -19290542.000000 Penalty: 5910.730469
	Iteration 23Q: 3 clusters Score -1.929054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 149192 members 
Entering Unmasked Estep 
Score: -19290532.000000 Penalty: 5910.730469
	Iteration 24Q: 3 clusters Score -1.929053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 149192 members 
Entering Unmasked Estep 
Score: -19290544.000000 Penalty: 5910.730469
	Iteration 25Q: 3 clusters Score -1.929054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 149193 members 
Entering Unmasked Estep 
Score: -19290546.000000 Penalty: 5910.730469
	Iteration 26Q: 3 clusters Score -1.929055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 149195 members 
Entering Unmasked Estep 
Score: -19290542.000000 Penalty: 5910.730469
	Iteration 27Q: 3 clusters Score -1.929054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 149198 members 
Entering Unmasked Estep 
Score: -19290550.000000 Penalty: 5910.730469
	Iteration 28Q: 3 clusters Score -1.929055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 149200 members 
Entering Unmasked Estep 
Score: -19290544.000000 Penalty: 5910.730469
	Iteration 29Q: 3 clusters Score -1.929054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 149199 members 
Entering Unmasked Estep 
Score: -19290542.000000 Penalty: 5910.730469
	Iteration 30Q: 3 clusters Score -1.929054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 149199 members 
Entering Unmasked Estep 
Score: -19290544.000000 Penalty: 5910.730469
	Iteration 31Q: 3 clusters Score -1.929054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 149199 members 
Entering Unmasked Estep 
Score: -19290544.000000 Penalty: 5910.730469
	Iteration 32Q: 3 clusters Score -1.929054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 149203 members 
Entering Unmasked Estep 
Score: -19290528.000000 Penalty: 5910.730469
	Iteration 33Q: 3 clusters Score -1.929053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 149206 members 
Entering Unmasked Estep 
Score: -19290538.000000 Penalty: 5910.730469
	Iteration 34Q: 3 clusters Score -1.929054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 149207 members 
Entering Unmasked Estep 
Score: -19290538.000000 Penalty: 5910.730469
	Iteration 35Q: 3 clusters Score -1.929054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 149206 members 
Entering Unmasked Estep 
Score: -19290542.000000 Penalty: 5910.730469
	Iteration 36Q: 3 clusters Score -1.929054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 149206 members 
Entering Unmasked Estep 
Score: -19290542.000000 Penalty: 5910.730469
	Iteration 37F: 3 clusters Score -1.929054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -38932.289062 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -38932.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37622.144531 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -37622.14 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37953.812500 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -37953.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38104.335938 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -38104.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38204.308594 Penalty: 2992.410889
	Iteration 3F: 3 clusters Score -38204.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38329.734375 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -38329.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38433.730469 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -38433.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38497.234375 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -38497.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38519.320312 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -38519.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38524.910156 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -38524.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38530.558594 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -38530.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38530.558594 Penalty: 2992.410889
	Iteration 10F: 3 clusters Score -38530.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Entering Unmasked Estep 
Score: -5235172.000000 Penalty: 2633.919922
	Iteration 0F: 2 clusters Score -5235172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -5207329.500000 Penalty: 5267.839844
	Iteration 0F: 3 clusters Score -5207330 nChanged 18798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -5217434.500000 Penalty: 5267.839844
	Iteration 1F: 3 clusters Score -5217434 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -5217872.500000 Penalty: 5267.839844
	Iteration 2Q: 3 clusters Score -5217872 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -5218251.500000 Penalty: 5267.839844
	Iteration 3Q: 3 clusters Score -5218252 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -5218569.500000 Penalty: 5267.839844
	Iteration 4Q: 3 clusters Score -5218570 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -5218956.500000 Penalty: 5267.839844
	Iteration 5Q: 3 clusters Score -5218956 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -5219374.500000 Penalty: 5267.839844
	Iteration 6Q: 3 clusters Score -5219374 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -5219994.000000 Penalty: 5267.839844
	Iteration 7Q: 3 clusters Score -5219994 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -5220783.000000 Penalty: 5267.839844
	Iteration 8Q: 3 clusters Score -5220783 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -5221942.000000 Penalty: 5267.839844
	Iteration 9Q: 3 clusters Score -5221942 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -5223633.500000 Penalty: 5267.839844
	Iteration 10F: 3 clusters Score -5223634 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -5225752.500000 Penalty: 5267.839844
	Iteration 11F: 3 clusters Score -5225752 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -5228006.500000 Penalty: 5267.839844
	Iteration 12F: 3 clusters Score -5228006 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -5229961.000000 Penalty: 5267.839844
	Iteration 13F: 3 clusters Score -5229961 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5231260.500000 Penalty: 5267.839844
	Iteration 14Q: 3 clusters Score -5231260 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5231991.000000 Penalty: 5267.839844
	Iteration 15Q: 3 clusters Score -5231991 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5232385.500000 Penalty: 5267.839844
	Iteration 16Q: 3 clusters Score -5232386 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5232578.000000 Penalty: 5267.839844
	Iteration 17Q: 3 clusters Score -5232578 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5232675.000000 Penalty: 5267.839844
	Iteration 18Q: 3 clusters Score -5232675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5232731.500000 Penalty: 5267.839844
	Iteration 19Q: 3 clusters Score -5232732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5232776.500000 Penalty: 5267.839844
	Iteration 20F: 3 clusters Score -5232776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5232797.500000 Penalty: 5267.839844
	Iteration 21Q: 3 clusters Score -5232798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5232819.000000 Penalty: 5267.839844
	Iteration 22Q: 3 clusters Score -5232819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5232840.000000 Penalty: 5267.839844
	Iteration 23Q: 3 clusters Score -5232840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5232846.000000 Penalty: 5267.839844
	Iteration 24Q: 3 clusters Score -5232846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5232849.000000 Penalty: 5267.839844
	Iteration 25Q: 3 clusters Score -5232849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5232854.500000 Penalty: 5267.839844
	Iteration 26Q: 3 clusters Score -5232854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5232854.500000 Penalty: 5267.839844
	Iteration 27F: 3 clusters Score -5232854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72120 members 
Entering Unmasked Estep 
Score: -9238373.000000 Penalty: 2774.149414
	Iteration 0F: 2 clusters Score -9238373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -9189952.000000 Penalty: 5548.298828
	Iteration 0F: 3 clusters Score -9189952 nChanged 34003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -9209142.000000 Penalty: 5548.298828
	Iteration 1F: 3 clusters Score -9209142 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -9209911.000000 Penalty: 5548.298828
	Iteration 2Q: 3 clusters Score -9209911 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -9211248.000000 Penalty: 5548.298828
	Iteration 3Q: 3 clusters Score -9211248 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -9213270.000000 Penalty: 5548.298828
	Iteration 4F: 3 clusters Score -9213270 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -9216591.000000 Penalty: 5548.298828
	Iteration 5F: 3 clusters Score -9216591 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -9221306.000000 Penalty: 5548.298828
	Iteration 6F: 3 clusters Score -9221306 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -9226501.000000 Penalty: 5548.298828
	Iteration 7F: 3 clusters Score -9226501 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -9230902.000000 Penalty: 5548.298828
	Iteration 8F: 3 clusters Score -9230902 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -9233320.000000 Penalty: 5548.298828
	Iteration 9Q: 3 clusters Score -9233320 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -9234293.000000 Penalty: 5548.298828
	Iteration 10Q: 3 clusters Score -9234293 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63923 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -9234757.000000 Penalty: 5548.298828
	Iteration 11Q: 3 clusters Score -9234757 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -9235017.000000 Penalty: 5548.298828
	Iteration 12Q: 3 clusters Score -9235017 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -9235194.000000 Penalty: 5548.298828
	Iteration 13Q: 3 clusters Score -9235194 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65504 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -9235353.000000 Penalty: 5548.298828
	Iteration 14Q: 3 clusters Score -9235353 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -9235519.000000 Penalty: 5548.298828
	Iteration 15Q: 3 clusters Score -9235519 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66247 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -9235592.000000 Penalty: 5548.298828
	Iteration 16Q: 3 clusters Score -9235592 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -9235640.000000 Penalty: 5548.298828
	Iteration 17Q: 3 clusters Score -9235640 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -9235704.000000 Penalty: 5548.298828
	Iteration 18Q: 3 clusters Score -9235704 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -9235744.000000 Penalty: 5548.298828
	Iteration 19Q: 3 clusters Score -9235744 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -9235800.000000 Penalty: 5548.298828
	Iteration 20F: 3 clusters Score -9235800 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -9235852.000000 Penalty: 5548.298828
	Iteration 21Q: 3 clusters Score -9235852 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -9235894.000000 Penalty: 5548.298828
	Iteration 22Q: 3 clusters Score -9235894 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67876 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -9235960.000000 Penalty: 5548.298828
	Iteration 23Q: 3 clusters Score -9235960 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -9235986.000000 Penalty: 5548.298828
	Iteration 24Q: 3 clusters Score -9235986 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68218 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -9236031.000000 Penalty: 5548.298828
	Iteration 25Q: 3 clusters Score -9236031 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -9236073.000000 Penalty: 5548.298828
	Iteration 26Q: 3 clusters Score -9236073 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -9236121.000000 Penalty: 5548.298828
	Iteration 27Q: 3 clusters Score -9236121 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -9236139.000000 Penalty: 5548.298828
	Iteration 28Q: 3 clusters Score -9236139 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68764 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -9236162.000000 Penalty: 5548.298828
	Iteration 29Q: 3 clusters Score -9236162 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68868 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -9236154.000000 Penalty: 5548.298828
	Iteration 30Q: 3 clusters Score -9236154 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -9236188.000000 Penalty: 5548.298828
	Iteration 31Q: 3 clusters Score -9236188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69074 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -9236219.000000 Penalty: 5548.298828
	Iteration 32Q: 3 clusters Score -9236219 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -9236240.000000 Penalty: 5548.298828
	Iteration 33Q: 3 clusters Score -9236240 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -9236243.000000 Penalty: 5548.298828
	Iteration 34Q: 3 clusters Score -9236243 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -9236271.000000 Penalty: 5548.298828
	Iteration 35Q: 3 clusters Score -9236271 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -9236287.000000 Penalty: 5548.298828
	Iteration 36Q: 3 clusters Score -9236287 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69473 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -9236304.000000 Penalty: 5548.298828
	Iteration 37Q: 3 clusters Score -9236304 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -9236315.000000 Penalty: 5548.298828
	Iteration 38Q: 3 clusters Score -9236315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -9236323.000000 Penalty: 5548.298828
	Iteration 39Q: 3 clusters Score -9236323 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69629 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9236326.000000 Penalty: 5548.298828
	Iteration 40F: 3 clusters Score -9236326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69671 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -9236341.000000 Penalty: 5548.298828
	Iteration 41Q: 3 clusters Score -9236341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -9236350.000000 Penalty: 5548.298828
	Iteration 42Q: 3 clusters Score -9236350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69754 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -9236369.000000 Penalty: 5548.298828
	Iteration 43Q: 3 clusters Score -9236369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69789 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -9236365.000000 Penalty: 5548.298828
	Iteration 44Q: 3 clusters Score -9236365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69825 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -9236376.000000 Penalty: 5548.298828
	Iteration 45Q: 3 clusters Score -9236376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -9236384.000000 Penalty: 5548.298828
	Iteration 46Q: 3 clusters Score -9236384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69883 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -9236396.000000 Penalty: 5548.298828
	Iteration 47Q: 3 clusters Score -9236396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -9236397.000000 Penalty: 5548.298828
	Iteration 48Q: 3 clusters Score -9236397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69913 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -9236400.000000 Penalty: 5548.298828
	Iteration 49Q: 3 clusters Score -9236400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9236407.000000 Penalty: 5548.298828
	Iteration 50Q: 3 clusters Score -9236407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69936 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9236407.000000 Penalty: 5548.298828
	Iteration 51Q: 3 clusters Score -9236407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -9236413.000000 Penalty: 5548.298828
	Iteration 52Q: 3 clusters Score -9236413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69964 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -9236406.000000 Penalty: 5548.298828
	Iteration 53Q: 3 clusters Score -9236406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -9236412.000000 Penalty: 5548.298828
	Iteration 54Q: 3 clusters Score -9236412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -9236423.000000 Penalty: 5548.298828
	Iteration 55Q: 3 clusters Score -9236423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9236419.000000 Penalty: 5548.298828
	Iteration 56Q: 3 clusters Score -9236419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69990 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -9236422.000000 Penalty: 5548.298828
	Iteration 57Q: 3 clusters Score -9236422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69995 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -9236431.000000 Penalty: 5548.298828
	Iteration 58Q: 3 clusters Score -9236431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -9236435.000000 Penalty: 5548.298828
	Iteration 59Q: 3 clusters Score -9236435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9236429.000000 Penalty: 5548.298828
	Iteration 60F: 3 clusters Score -9236429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70015 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -9236440.000000 Penalty: 5548.298828
	Iteration 61Q: 3 clusters Score -9236440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -9236436.000000 Penalty: 5548.298828
	Iteration 62Q: 3 clusters Score -9236436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70034 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9236444.000000 Penalty: 5548.298828
	Iteration 63Q: 3 clusters Score -9236444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -9236439.000000 Penalty: 5548.298828
	Iteration 64Q: 3 clusters Score -9236439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70056 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -9236439.000000 Penalty: 5548.298828
	Iteration 65Q: 3 clusters Score -9236439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -9236439.000000 Penalty: 5548.298828
	Iteration 66Q: 3 clusters Score -9236439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70065 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -9236442.000000 Penalty: 5548.298828
	Iteration 67Q: 3 clusters Score -9236442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -9236442.000000 Penalty: 5548.298828
	Iteration 68Q: 3 clusters Score -9236442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70068 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -9236440.000000 Penalty: 5548.298828
	Iteration 69Q: 3 clusters Score -9236440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -9236439.000000 Penalty: 5548.298828
	Iteration 70Q: 3 clusters Score -9236439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -9236439.000000 Penalty: 5548.298828
	Iteration 71F: 3 clusters Score -9236439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (167182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167182 members 
Entering Unmasked Estep 
Score: -21239148.000000 Penalty: 2982.656006
	Iteration 0F: 2 clusters Score -2.123915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83443 members 
Mstep: Class 2 contains 83739 members 
Entering Unmasked Estep 
Score: -21128580.000000 Penalty: 5965.312012
	Iteration 0F: 3 clusters Score -2.112858e+07 nChanged 80024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80203 members 
Mstep: Class 2 contains 86979 members 
Entering Unmasked Estep 
Score: -21175360.000000 Penalty: 5965.312012
	Iteration 1F: 3 clusters Score -2.117536e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78187 members 
Mstep: Class 2 contains 88995 members 
Entering Unmasked Estep 
Score: -21176652.000000 Penalty: 5965.312012
	Iteration 2Q: 3 clusters Score -2.117665e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75099 members 
Mstep: Class 2 contains 92083 members 
Entering Unmasked Estep 
Score: -21178574.000000 Penalty: 5965.312012
	Iteration 3Q: 3 clusters Score -2.117857e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 96738 members 
Entering Unmasked Estep 
Score: -21181878.000000 Penalty: 5965.312012
	Iteration 4Q: 3 clusters Score -2.118188e+07 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 103358 members 
Entering Unmasked Estep 
Score: -21187264.000000 Penalty: 5965.312012
	Iteration 5F: 3 clusters Score -2.118726e+07 nChanged 11767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 112127 members 
Entering Unmasked Estep 
Score: -21195584.000000 Penalty: 5965.312012
	Iteration 6F: 3 clusters Score -2.119558e+07 nChanged 12835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 122238 members 
Entering Unmasked Estep 
Score: -21206182.000000 Penalty: 5965.312012
	Iteration 7F: 3 clusters Score -2.120618e+07 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 131558 members 
Entering Unmasked Estep 
Score: -21216696.000000 Penalty: 5965.312012
	Iteration 8F: 3 clusters Score -2.12167e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 138309 members 
Entering Unmasked Estep 
Score: -21224254.000000 Penalty: 5965.312012
	Iteration 9F: 3 clusters Score -2.122425e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 142689 members 
Entering Unmasked Estep 
Score: -21228528.000000 Penalty: 5965.312012
	Iteration 10Q: 3 clusters Score -2.122853e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 145806 members 
Entering Unmasked Estep 
Score: -21230792.000000 Penalty: 5965.312012
	Iteration 11Q: 3 clusters Score -2.123079e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 148415 members 
Entering Unmasked Estep 
Score: -21232330.000000 Penalty: 5965.312012
	Iteration 12Q: 3 clusters Score -2.123233e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 150649 members 
Entering Unmasked Estep 
Score: -21233644.000000 Penalty: 5965.312012
	Iteration 13Q: 3 clusters Score -2.123364e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 152549 members 
Entering Unmasked Estep 
Score: -21234686.000000 Penalty: 5965.312012
	Iteration 14Q: 3 clusters Score -2.123469e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 154223 members 
Entering Unmasked Estep 
Score: -21235504.000000 Penalty: 5965.312012
	Iteration 15Q: 3 clusters Score -2.12355e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 155627 members 
Entering Unmasked Estep 
Score: -21236262.000000 Penalty: 5965.312012
	Iteration 16Q: 3 clusters Score -2.123626e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 156857 members 
Entering Unmasked Estep 
Score: -21236678.000000 Penalty: 5965.312012
	Iteration 17Q: 3 clusters Score -2.123668e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 157876 members 
Entering Unmasked Estep 
Score: -21237000.000000 Penalty: 5965.312012
	Iteration 18Q: 3 clusters Score -2.1237e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 158724 members 
Entering Unmasked Estep 
Score: -21237194.000000 Penalty: 5965.312012
	Iteration 19Q: 3 clusters Score -2.123719e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 159408 members 
Entering Unmasked Estep 
Score: -21237264.000000 Penalty: 5965.312012
	Iteration 20F: 3 clusters Score -2.123726e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 160022 members 
Entering Unmasked Estep 
Score: -21237366.000000 Penalty: 5965.312012
	Iteration 21Q: 3 clusters Score -2.123737e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 160502 members 
Entering Unmasked Estep 
Score: -21237452.000000 Penalty: 5965.312012
	Iteration 22Q: 3 clusters Score -2.123745e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 160946 members 
Entering Unmasked Estep 
Score: -21237516.000000 Penalty: 5965.312012
	Iteration 23Q: 3 clusters Score -2.123752e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 161352 members 
Entering Unmasked Estep 
Score: -21237532.000000 Penalty: 5965.312012
	Iteration 24Q: 3 clusters Score -2.123753e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 161722 members 
Entering Unmasked Estep 
Score: -21237588.000000 Penalty: 5965.312012
	Iteration 25Q: 3 clusters Score -2.123759e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 162035 members 
Entering Unmasked Estep 
Score: -21237616.000000 Penalty: 5965.312012
	Iteration 26Q: 3 clusters Score -2.123762e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 162322 members 
Entering Unmasked Estep 
Score: -21237688.000000 Penalty: 5965.312012
	Iteration 27Q: 3 clusters Score -2.123769e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 162547 members 
Entering Unmasked Estep 
Score: -21237680.000000 Penalty: 5965.312012
	Iteration 28Q: 3 clusters Score -2.123768e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 162720 members 
Entering Unmasked Estep 
Score: -21237670.000000 Penalty: 5965.312012
	Iteration 29Q: 3 clusters Score -2.123767e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 162872 members 
Entering Unmasked Estep 
Score: -21237688.000000 Penalty: 5965.312012
	Iteration 30Q: 3 clusters Score -2.123769e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 163013 members 
Entering Unmasked Estep 
Score: -21237694.000000 Penalty: 5965.312012
	Iteration 31Q: 3 clusters Score -2.123769e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 163133 members 
Entering Unmasked Estep 
Score: -21237714.000000 Penalty: 5965.312012
	Iteration 32Q: 3 clusters Score -2.123771e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 163247 members 
Entering Unmasked Estep 
Score: -21237752.000000 Penalty: 5965.312012
	Iteration 33Q: 3 clusters Score -2.123775e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 163339 members 
Entering Unmasked Estep 
Score: -21237780.000000 Penalty: 5965.312012
	Iteration 34Q: 3 clusters Score -2.123778e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 163416 members 
Entering Unmasked Estep 
Score: -21237772.000000 Penalty: 5965.312012
	Iteration 35Q: 3 clusters Score -2.123777e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 163484 members 
Entering Unmasked Estep 
Score: -21237818.000000 Penalty: 5965.312012
	Iteration 36Q: 3 clusters Score -2.123782e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 163550 members 
Entering Unmasked Estep 
Score: -21237814.000000 Penalty: 5965.312012
	Iteration 37Q: 3 clusters Score -2.123781e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 163610 members 
Entering Unmasked Estep 
Score: -21237824.000000 Penalty: 5965.312012
	Iteration 38Q: 3 clusters Score -2.123782e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 163667 members 
Entering Unmasked Estep 
Score: -21237820.000000 Penalty: 5965.312012
	Iteration 39Q: 3 clusters Score -2.123782e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 163707 members 
Entering Unmasked Estep 
Score: -21237796.000000 Penalty: 5965.312012
	Iteration 40F: 3 clusters Score -2.12378e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 163753 members 
Entering Unmasked Estep 
Score: -21237838.000000 Penalty: 5965.312012
	Iteration 41Q: 3 clusters Score -2.123784e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 163795 members 
Entering Unmasked Estep 
Score: -21237822.000000 Penalty: 5965.312012
	Iteration 42Q: 3 clusters Score -2.123782e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 163838 members 
Entering Unmasked Estep 
Score: -21237830.000000 Penalty: 5965.312012
	Iteration 43Q: 3 clusters Score -2.123783e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 163877 members 
Entering Unmasked Estep 
Score: -21237828.000000 Penalty: 5965.312012
	Iteration 44Q: 3 clusters Score -2.123783e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 163903 members 
Entering Unmasked Estep 
Score: -21237826.000000 Penalty: 5965.312012
	Iteration 45Q: 3 clusters Score -2.123783e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 163927 members 
Entering Unmasked Estep 
Score: -21237820.000000 Penalty: 5965.312012
	Iteration 46Q: 3 clusters Score -2.123782e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 163947 members 
Entering Unmasked Estep 
Score: -21237830.000000 Penalty: 5965.312012
	Iteration 47Q: 3 clusters Score -2.123783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 163963 members 
Entering Unmasked Estep 
Score: -21237822.000000 Penalty: 5965.312012
	Iteration 48Q: 3 clusters Score -2.123782e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 163988 members 
Entering Unmasked Estep 
Score: -21237802.000000 Penalty: 5965.312012
	Iteration 49Q: 3 clusters Score -2.12378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 164006 members 
Entering Unmasked Estep 
Score: -21237784.000000 Penalty: 5965.312012
	Iteration 50Q: 3 clusters Score -2.123778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 164024 members 
Entering Unmasked Estep 
Score: -21237766.000000 Penalty: 5965.312012
	Iteration 51Q: 3 clusters Score -2.123777e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 164040 members 
Entering Unmasked Estep 
Score: -21237782.000000 Penalty: 5965.312012
	Iteration 52Q: 3 clusters Score -2.123778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 164056 members 
Entering Unmasked Estep 
Score: -21237782.000000 Penalty: 5965.312012
	Iteration 53Q: 3 clusters Score -2.123778e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 164074 members 
Entering Unmasked Estep 
Score: -21237792.000000 Penalty: 5965.312012
	Iteration 54Q: 3 clusters Score -2.123779e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 164095 members 
Entering Unmasked Estep 
Score: -21237782.000000 Penalty: 5965.312012
	Iteration 55Q: 3 clusters Score -2.123778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 164109 members 
Entering Unmasked Estep 
Score: -21237812.000000 Penalty: 5965.312012
	Iteration 56Q: 3 clusters Score -2.123781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 164125 members 
Entering Unmasked Estep 
Score: -21237802.000000 Penalty: 5965.312012
	Iteration 57Q: 3 clusters Score -2.12378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 164131 members 
Entering Unmasked Estep 
Score: -21237792.000000 Penalty: 5965.312012
	Iteration 58Q: 3 clusters Score -2.123779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 164141 members 
Entering Unmasked Estep 
Score: -21237796.000000 Penalty: 5965.312012
	Iteration 59Q: 3 clusters Score -2.12378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 164153 members 
Entering Unmasked Estep 
Score: -21237790.000000 Penalty: 5965.312012
	Iteration 60F: 3 clusters Score -2.123779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 164163 members 
Entering Unmasked Estep 
Score: -21237788.000000 Penalty: 5965.312012
	Iteration 61Q: 3 clusters Score -2.123779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 164171 members 
Entering Unmasked Estep 
Score: -21237802.000000 Penalty: 5965.312012
	Iteration 62Q: 3 clusters Score -2.12378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 164184 members 
Entering Unmasked Estep 
Score: -21237782.000000 Penalty: 5965.312012
	Iteration 63Q: 3 clusters Score -2.123778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 164193 members 
Entering Unmasked Estep 
Score: -21237794.000000 Penalty: 5965.312012
	Iteration 64Q: 3 clusters Score -2.123779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 164201 members 
Entering Unmasked Estep 
Score: -21237792.000000 Penalty: 5965.312012
	Iteration 65Q: 3 clusters Score -2.123779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 164206 members 
Entering Unmasked Estep 
Score: -21237788.000000 Penalty: 5965.312012
	Iteration 66Q: 3 clusters Score -2.123779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 164208 members 
Entering Unmasked Estep 
Score: -21237794.000000 Penalty: 5965.312012
	Iteration 67Q: 3 clusters Score -2.123779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 164210 members 
Entering Unmasked Estep 
Score: -21237792.000000 Penalty: 5965.312012
	Iteration 68Q: 3 clusters Score -2.123779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 164210 members 
Entering Unmasked Estep 
Score: -21237792.000000 Penalty: 5965.312012
	Iteration 69F: 3 clusters Score -2.123779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46437 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175968 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159084 members 
Mstep: Class 10 contains 143224 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150514 members 
Mstep: Class 15 contains 81798 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149761 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40972 members 
Mstep: Class 20 contains 72120 members 
Mstep: Class 22 contains 167182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345072.000000 Penalty: 73281.218750
Iteration 479Q: 22 clusters Score -1.613451e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46438 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175959 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159082 members 
Mstep: Class 10 contains 143219 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150510 members 
Mstep: Class 15 contains 81802 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149769 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40969 members 
Mstep: Class 20 contains 72124 members 
Mstep: Class 22 contains 167186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345104.000000 Penalty: 73281.218750
Iteration 480F: 22 clusters Score -1.613451e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46436 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175963 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159075 members 
Mstep: Class 10 contains 143219 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150501 members 
Mstep: Class 15 contains 81808 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149776 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40970 members 
Mstep: Class 20 contains 72126 members 
Mstep: Class 22 contains 167183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345120.000000 Penalty: 73281.218750
Iteration 481Q: 22 clusters Score -1.613451e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46436 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175957 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159065 members 
Mstep: Class 10 contains 143222 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150494 members 
Mstep: Class 15 contains 81811 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149784 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40970 members 
Mstep: Class 20 contains 72128 members 
Mstep: Class 22 contains 167190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345088.000000 Penalty: 73281.218750
Iteration 482Q: 22 clusters Score -1.613451e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46436 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175965 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159051 members 
Mstep: Class 10 contains 143225 members 
Mstep: Class 11 contains 11985 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150487 members 
Mstep: Class 15 contains 81815 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149786 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40968 members 
Mstep: Class 20 contains 72133 members 
Mstep: Class 22 contains 167191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345072.000000 Penalty: 73281.218750
Iteration 483Q: 22 clusters Score -1.613451e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46435 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175967 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159049 members 
Mstep: Class 10 contains 143227 members 
Mstep: Class 11 contains 11988 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150476 members 
Mstep: Class 15 contains 81819 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149790 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40967 members 
Mstep: Class 20 contains 72134 members 
Mstep: Class 22 contains 167190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345040.000000 Penalty: 73281.218750
Iteration 484Q: 22 clusters Score -1.61345e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46436 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175957 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159050 members 
Mstep: Class 10 contains 143237 members 
Mstep: Class 11 contains 11988 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150468 members 
Mstep: Class 15 contains 81820 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149793 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40966 members 
Mstep: Class 20 contains 72140 members 
Mstep: Class 22 contains 167180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345104.000000 Penalty: 73281.218750
Iteration 485Q: 22 clusters Score -1.613451e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46437 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175955 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159046 members 
Mstep: Class 10 contains 143251 members 
Mstep: Class 11 contains 11987 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150449 members 
Mstep: Class 15 contains 81824 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149794 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40965 members 
Mstep: Class 20 contains 72145 members 
Mstep: Class 22 contains 167181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345152.000000 Penalty: 73281.218750
Iteration 486Q: 22 clusters Score -1.613452e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46436 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175950 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159043 members 
Mstep: Class 10 contains 143258 members 
Mstep: Class 11 contains 11987 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150441 members 
Mstep: Class 15 contains 81824 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149800 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40964 members 
Mstep: Class 20 contains 72151 members 
Mstep: Class 22 contains 167180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345200.000000 Penalty: 73281.218750
Iteration 487Q: 22 clusters Score -1.613452e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46437 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175927 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159046 members 
Mstep: Class 10 contains 143264 members 
Mstep: Class 11 contains 11988 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150438 members 
Mstep: Class 15 contains 81825 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149805 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40962 members 
Mstep: Class 20 contains 72154 members 
Mstep: Class 22 contains 167189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345216.000000 Penalty: 73281.218750
Iteration 488Q: 22 clusters Score -1.613452e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73298 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46438 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175926 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159041 members 
Mstep: Class 10 contains 143270 members 
Mstep: Class 11 contains 11988 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150435 members 
Mstep: Class 15 contains 81825 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149807 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40958 members 
Mstep: Class 20 contains 72156 members 
Mstep: Class 22 contains 167195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345312.000000 Penalty: 73281.218750
Iteration 489Q: 22 clusters Score -1.613453e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46438 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175912 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159039 members 
Mstep: Class 10 contains 143274 members 
Mstep: Class 11 contains 11989 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150436 members 
Mstep: Class 15 contains 81830 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149805 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40958 members 
Mstep: Class 20 contains 72163 members 
Mstep: Class 22 contains 167193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345344.000000 Penalty: 73281.218750
Iteration 490Q: 22 clusters Score -1.613453e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46438 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175899 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159045 members 
Mstep: Class 10 contains 143280 members 
Mstep: Class 11 contains 11990 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150438 members 
Mstep: Class 15 contains 81832 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149808 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40958 members 
Mstep: Class 20 contains 72168 members 
Mstep: Class 22 contains 167180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345328.000000 Penalty: 73281.218750
Iteration 491Q: 22 clusters Score -1.613453e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73304 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46438 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175898 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159049 members 
Mstep: Class 10 contains 143272 members 
Mstep: Class 11 contains 11990 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150443 members 
Mstep: Class 15 contains 81834 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149811 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40958 members 
Mstep: Class 20 contains 72171 members 
Mstep: Class 22 contains 167169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345264.000000 Penalty: 73281.218750
Iteration 492Q: 22 clusters Score -1.613453e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46438 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175891 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159049 members 
Mstep: Class 10 contains 143281 members 
Mstep: Class 11 contains 11990 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150442 members 
Mstep: Class 15 contains 81837 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149812 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40958 members 
Mstep: Class 20 contains 72169 members 
Mstep: Class 22 contains 167164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345152.000000 Penalty: 73281.218750
Iteration 493Q: 22 clusters Score -1.613452e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73308 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46438 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175884 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159049 members 
Mstep: Class 10 contains 143279 members 
Mstep: Class 11 contains 11991 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150444 members 
Mstep: Class 15 contains 81838 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149811 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40956 members 
Mstep: Class 20 contains 72169 members 
Mstep: Class 22 contains 167170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345168.000000 Penalty: 73281.218750
Iteration 494Q: 22 clusters Score -1.613452e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73305 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46438 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175876 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159051 members 
Mstep: Class 10 contains 143278 members 
Mstep: Class 11 contains 11991 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150446 members 
Mstep: Class 15 contains 81837 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149809 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 72174 members 
Mstep: Class 22 contains 167177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345200.000000 Penalty: 73281.218750
Iteration 495Q: 22 clusters Score -1.613452e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46438 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175863 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159056 members 
Mstep: Class 10 contains 143277 members 
Mstep: Class 11 contains 11991 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150443 members 
Mstep: Class 15 contains 81838 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149812 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 72183 members 
Mstep: Class 22 contains 167180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345328.000000 Penalty: 73281.218750
Iteration 496Q: 22 clusters Score -1.613453e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46438 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175856 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159060 members 
Mstep: Class 10 contains 143271 members 
Mstep: Class 11 contains 11991 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150442 members 
Mstep: Class 15 contains 81839 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149812 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 72187 members 
Mstep: Class 22 contains 167185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345328.000000 Penalty: 73281.218750
Iteration 497Q: 22 clusters Score -1.613453e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46438 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175845 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159070 members 
Mstep: Class 10 contains 143273 members 
Mstep: Class 11 contains 11991 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150447 members 
Mstep: Class 15 contains 81839 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149810 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40955 members 
Mstep: Class 20 contains 72189 members 
Mstep: Class 22 contains 167178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345296.000000 Penalty: 73281.218750
Iteration 498Q: 22 clusters Score -1.613453e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46438 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175843 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159077 members 
Mstep: Class 10 contains 143281 members 
Mstep: Class 11 contains 11991 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150444 members 
Mstep: Class 15 contains 81833 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149811 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40953 members 
Mstep: Class 20 contains 72193 members 
Mstep: Class 22 contains 167172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345264.000000 Penalty: 73281.218750
Iteration 499Q: 22 clusters Score -1.613453e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 73298 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 46438 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 175836 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 159077 members 
Mstep: Class 10 contains 143293 members 
Mstep: Class 11 contains 11990 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 150447 members 
Mstep: Class 15 contains 81835 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 149812 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 40950 members 
Mstep: Class 20 contains 72195 members 
Mstep: Class 22 contains 167166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345296.000000 Penalty: 73281.218750
Iteration 500F: 22 clusters Score -1.613453e+08 nChanged 85
Maximum iterations exceeded
--- Evaluating fit on full set of 3872876 points ---
Entering Unmasked Estep 
Score: -487633536.000000 Penalty: 79002.796875
23->22 Clusters: Score -487633536.000000, best is -487910272.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1290958 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 55858 members 
Mstep: Class 3 contains 55780 members 
Mstep: Class 4 contains 56576 members 
Mstep: Class 5 contains 56267 members 
Mstep: Class 6 contains 55864 members 
Mstep: Class 7 contains 55923 members 
Mstep: Class 8 contains 56226 members 
Mstep: Class 9 contains 56421 members 
Mstep: Class 10 contains 55982 members 
Mstep: Class 11 contains 56068 members 
Mstep: Class 12 contains 56012 members 
Mstep: Class 13 contains 56581 members 
Mstep: Class 14 contains 56397 members 
Mstep: Class 15 contains 55944 members 
Mstep: Class 16 contains 55996 members 
Mstep: Class 17 contains 56466 members 
Mstep: Class 18 contains 56068 members 
Mstep: Class 19 contains 56314 members 
Mstep: Class 20 contains 56283 members 
Mstep: Class 21 contains 55899 members 
Mstep: Class 22 contains 55813 members 
Mstep: Class 23 contains 55991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 273.020966 but Gain 3489.578125
Score: -155212464.000000 Penalty: 76770.804688
Iteration 0F: 23 clusters Score -1.552125e+08 nChanged 1231160
Entering Unmasked Mstep 
Mstep: Class 0 contains 2861 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 29879 members 
Mstep: Class 4 contains 24568 members 
Mstep: Class 5 contains 69348 members 
Mstep: Class 6 contains 39068 members 
Mstep: Class 7 contains 119063 members 
Mstep: Class 8 contains 122039 members 
Mstep: Class 9 contains 9072 members 
Mstep: Class 10 contains 57380 members 
Mstep: Class 11 contains 66873 members 
Mstep: Class 12 contains 24424 members 
Mstep: Class 13 contains 70529 members 
Mstep: Class 14 contains 90137 members 
Mstep: Class 15 contains 15624 members 
Mstep: Class 16 contains 63222 members 
Mstep: Class 17 contains 30129 members 
Mstep: Class 18 contains 98724 members 
Mstep: Class 19 contains 104443 members 
Mstep: Class 20 contains 80289 members 
Mstep: Class 21 contains 73636 members 
Mstep: Class 22 contains 49710 members 
Mstep: Class 23 contains 24643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159346480.000000 Penalty: 76770.804688
Iteration 1F: 23 clusters Score -1.593465e+08 nChanged 463357
Entering Unmasked Mstep 
Mstep: Class 0 contains 2828 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 18780 members 
Mstep: Class 4 contains 21053 members 
Mstep: Class 5 contains 60142 members 
Mstep: Class 6 contains 23598 members 
Mstep: Class 7 contains 169405 members 
Mstep: Class 8 contains 189481 members 
Mstep: Class 9 contains 3150 members 
Mstep: Class 10 contains 48208 members 
Mstep: Class 11 contains 54249 members 
Mstep: Class 12 contains 19408 members 
Mstep: Class 13 contains 65503 members 
Mstep: Class 14 contains 68326 members 
Mstep: Class 15 contains 7698 members 
Mstep: Class 16 contains 61990 members 
Mstep: Class 17 contains 26346 members 
Mstep: Class 18 contains 96839 members 
Mstep: Class 19 contains 127109 members 
Mstep: Class 20 contains 63662 members 
Mstep: Class 21 contains 78238 members 
Mstep: Class 22 contains 40669 members 
Mstep: Class 23 contains 18920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159990752.000000 Penalty: 76770.804688
Iteration 2F: 23 clusters Score -1.599908e+08 nChanged 322714
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 13028 members 
Mstep: Class 4 contains 17536 members 
Mstep: Class 5 contains 51854 members 
Mstep: Class 6 contains 14303 members 
Mstep: Class 7 contains 201181 members 
Mstep: Class 8 contains 232540 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 43321 members 
Mstep: Class 11 contains 45842 members 
Mstep: Class 12 contains 16130 members 
Mstep: Class 13 contains 69140 members 
Mstep: Class 14 contains 54953 members 
Mstep: Class 15 contains 3650 members 
Mstep: Class 16 contains 55341 members 
Mstep: Class 17 contains 21650 members 
Mstep: Class 18 contains 96967 members 
Mstep: Class 19 contains 149159 members 
Mstep: Class 20 contains 55332 members 
Mstep: Class 21 contains 76093 members 
Mstep: Class 22 contains 30757 members 
Mstep: Class 23 contains 14225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1662.773071 but Gain 3489.585938
Score: -160194752.000000 Penalty: 73281.218750
Iteration 3F: 22 clusters Score -1.601948e+08 nChanged 235968
Entering Unmasked Mstep 
Mstep: Class 0 contains 2463 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 10846 members 
Mstep: Class 4 contains 14902 members 
Mstep: Class 5 contains 47310 members 
Mstep: Class 6 contains 9161 members 
Mstep: Class 7 contains 218358 members 
Mstep: Class 8 contains 224620 members 
Mstep: Class 9 contains 3811 members 
Mstep: Class 10 contains 43480 members 
Mstep: Class 11 contains 40775 members 
Mstep: Class 12 contains 14215 members 
Mstep: Class 13 contains 73607 members 
Mstep: Class 14 contains 53295 members 
Mstep: Class 16 contains 52592 members 
Mstep: Class 17 contains 17429 members 
Mstep: Class 18 contains 101156 members 
Mstep: Class 19 contains 183801 members 
Mstep: Class 20 contains 51855 members 
Mstep: Class 21 contains 75644 members 
Mstep: Class 22 contains 20753 members 
Mstep: Class 23 contains 11662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160338240.000000 Penalty: 73281.218750
Iteration 4F: 22 clusters Score -1.603382e+08 nChanged 197502
Entering Unmasked Mstep 
Mstep: Class 0 contains 2014 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 9599 members 
Mstep: Class 4 contains 13293 members 
Mstep: Class 5 contains 44815 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 215551 members 
Mstep: Class 8 contains 202095 members 
Mstep: Class 9 contains 4183 members 
Mstep: Class 10 contains 46933 members 
Mstep: Class 11 contains 36923 members 
Mstep: Class 12 contains 13904 members 
Mstep: Class 13 contains 71507 members 
Mstep: Class 14 contains 59550 members 
Mstep: Class 16 contains 52075 members 
Mstep: Class 17 contains 14310 members 
Mstep: Class 18 contains 103898 members 
Mstep: Class 19 contains 225449 members 
Mstep: Class 20 contains 51166 members 
Mstep: Class 21 contains 76973 members 
Mstep: Class 22 contains 13201 members 
Mstep: Class 23 contains 9637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160479952.000000 Penalty: 73281.218750
Iteration 5F: 22 clusters Score -1.6048e+08 nChanged 181398
Entering Unmasked Mstep 
Mstep: Class 0 contains 1263 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 8723 members 
Mstep: Class 4 contains 12635 members 
Mstep: Class 5 contains 43223 members 
Mstep: Class 6 contains 4097 members 
Mstep: Class 7 contains 198560 members 
Mstep: Class 8 contains 183366 members 
Mstep: Class 9 contains 4418 members 
Mstep: Class 10 contains 53440 members 
Mstep: Class 11 contains 33575 members 
Mstep: Class 12 contains 15452 members 
Mstep: Class 13 contains 67022 members 
Mstep: Class 14 contains 73051 members 
Mstep: Class 16 contains 52569 members 
Mstep: Class 17 contains 11934 members 
Mstep: Class 18 contains 104808 members 
Mstep: Class 19 contains 256943 members 
Mstep: Class 20 contains 52359 members 
Mstep: Class 21 contains 80278 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 7999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2855.885010 but Gain 3489.578125
Score: -160645136.000000 Penalty: 69791.640625
Iteration 6F: 21 clusters Score -1.606451e+08 nChanged 167191
Entering Unmasked Mstep 
Mstep: Class 0 contains 440 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 7982 members 
Mstep: Class 4 contains 12380 members 
Mstep: Class 5 contains 42120 members 
Mstep: Class 7 contains 179501 members 
Mstep: Class 8 contains 174718 members 
Mstep: Class 9 contains 3877 members 
Mstep: Class 10 contains 62166 members 
Mstep: Class 11 contains 30023 members 
Mstep: Class 12 contains 18576 members 
Mstep: Class 13 contains 62435 members 
Mstep: Class 14 contains 92693 members 
Mstep: Class 16 contains 52402 members 
Mstep: Class 17 contains 9792 members 
Mstep: Class 18 contains 104692 members 
Mstep: Class 19 contains 267396 members 
Mstep: Class 20 contains 55607 members 
Mstep: Class 21 contains 85122 members 
Mstep: Class 22 contains 6073 members 
Mstep: Class 23 contains 6752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160790848.000000 Penalty: 69791.640625
Iteration 7F: 21 clusters Score -1.607908e+08 nChanged 146993
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 6889 members 
Mstep: Class 4 contains 12006 members 
Mstep: Class 5 contains 40140 members 
Mstep: Class 7 contains 166675 members 
Mstep: Class 8 contains 170043 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 71855 members 
Mstep: Class 11 contains 26051 members 
Mstep: Class 12 contains 22335 members 
Mstep: Class 13 contains 58759 members 
Mstep: Class 14 contains 115270 members 
Mstep: Class 16 contains 50858 members 
Mstep: Class 17 contains 7608 members 
Mstep: Class 18 contains 102882 members 
Mstep: Class 19 contains 261484 members 
Mstep: Class 20 contains 58853 members 
Mstep: Class 21 contains 90240 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160885088.000000 Penalty: 69791.640625
Iteration 8F: 21 clusters Score -1.608851e+08 nChanged 131437
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 5680 members 
Mstep: Class 4 contains 11620 members 
Mstep: Class 5 contains 37476 members 
Mstep: Class 7 contains 158901 members 
Mstep: Class 8 contains 166092 members 
Mstep: Class 9 contains 2946 members 
Mstep: Class 10 contains 82072 members 
Mstep: Class 11 contains 22071 members 
Mstep: Class 12 contains 26124 members 
Mstep: Class 13 contains 56076 members 
Mstep: Class 14 contains 138720 members 
Mstep: Class 16 contains 48624 members 
Mstep: Class 17 contains 5644 members 
Mstep: Class 18 contains 100280 members 
Mstep: Class 19 contains 247537 members 
Mstep: Class 20 contains 62223 members 
Mstep: Class 21 contains 95965 members 
Mstep: Class 22 contains 5078 members 
Mstep: Class 23 contains 4568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160960768.000000 Penalty: 69791.640625
Iteration 9F: 21 clusters Score -1.609608e+08 nChanged 117293
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 4578 members 
Mstep: Class 4 contains 11114 members 
Mstep: Class 5 contains 33950 members 
Mstep: Class 7 contains 155990 members 
Mstep: Class 8 contains 161725 members 
Mstep: Class 9 contains 2947 members 
Mstep: Class 10 contains 92256 members 
Mstep: Class 11 contains 18490 members 
Mstep: Class 12 contains 29532 members 
Mstep: Class 13 contains 54408 members 
Mstep: Class 14 contains 161157 members 
Mstep: Class 16 contains 46278 members 
Mstep: Class 17 contains 4051 members 
Mstep: Class 18 contains 97337 members 
Mstep: Class 19 contains 228808 members 
Mstep: Class 20 contains 65481 members 
Mstep: Class 21 contains 102199 members 
Mstep: Class 22 contains 4908 members 
Mstep: Class 23 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161018704.000000 Penalty: 69791.640625
Iteration 10F: 21 clusters Score -1.610187e+08 nChanged 106530
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 3673 members 
Mstep: Class 4 contains 10523 members 
Mstep: Class 5 contains 29952 members 
Mstep: Class 7 contains 154930 members 
Mstep: Class 8 contains 156859 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 101617 members 
Mstep: Class 11 contains 15690 members 
Mstep: Class 12 contains 32362 members 
Mstep: Class 13 contains 53682 members 
Mstep: Class 14 contains 184067 members 
Mstep: Class 16 contains 44061 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 94301 members 
Mstep: Class 19 contains 207210 members 
Mstep: Class 20 contains 69078 members 
Mstep: Class 21 contains 108405 members 
Mstep: Class 22 contains 4858 members 
Mstep: Class 23 contains 3222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 3118.966309 but Gain 3489.585938
Score: -161064960.000000 Penalty: 66302.054688
Iteration 11F: 20 clusters Score -1.61065e+08 nChanged 99332
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 4 contains 9922 members 
Mstep: Class 5 contains 26163 members 
Mstep: Class 7 contains 154607 members 
Mstep: Class 8 contains 152197 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 109621 members 
Mstep: Class 11 contains 13635 members 
Mstep: Class 12 contains 34768 members 
Mstep: Class 13 contains 53838 members 
Mstep: Class 14 contains 208579 members 
Mstep: Class 16 contains 42071 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 91475 members 
Mstep: Class 19 contains 184518 members 
Mstep: Class 20 contains 73458 members 
Mstep: Class 21 contains 113857 members 
Mstep: Class 22 contains 4835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2641.883301 but Gain 3489.578125
Score: -161104992.000000 Penalty: 62812.476562
Iteration 12F: 19 clusters Score -1.61105e+08 nChanged 90424
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 4 contains 9218 members 
Mstep: Class 5 contains 22456 members 
Mstep: Class 7 contains 152679 members 
Mstep: Class 8 contains 147548 members 
Mstep: Class 9 contains 2954 members 
Mstep: Class 10 contains 116402 members 
Mstep: Class 11 contains 12314 members 
Mstep: Class 12 contains 36750 members 
Mstep: Class 13 contains 54340 members 
Mstep: Class 14 contains 233986 members 
Mstep: Class 16 contains 40289 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 89066 members 
Mstep: Class 19 contains 161824 members 
Mstep: Class 20 contains 78281 members 
Mstep: Class 21 contains 118182 members 
Mstep: Class 22 contains 4831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3100.041016 but Gain 3489.582031
Score: -161137104.000000 Penalty: 59322.894531
Iteration 13F: 18 clusters Score -1.611371e+08 nChanged 77324
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 4 contains 8491 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 7 contains 149004 members 
Mstep: Class 8 contains 143686 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 10 contains 121268 members 
Mstep: Class 11 contains 11428 members 
Mstep: Class 12 contains 38295 members 
Mstep: Class 13 contains 55213 members 
Mstep: Class 14 contains 255630 members 
Mstep: Class 16 contains 38867 members 
Mstep: Class 18 contains 87030 members 
Mstep: Class 19 contains 144309 members 
Mstep: Class 20 contains 82981 members 
Mstep: Class 21 contains 120679 members 
Mstep: Class 22 contains 4836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161156704.000000 Penalty: 59322.894531
Iteration 14F: 18 clusters Score -1.611567e+08 nChanged 65824
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 4 contains 7805 members 
Mstep: Class 5 contains 16202 members 
Mstep: Class 7 contains 144434 members 
Mstep: Class 8 contains 139730 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 10 contains 124342 members 
Mstep: Class 11 contains 10934 members 
Mstep: Class 12 contains 39402 members 
Mstep: Class 13 contains 56289 members 
Mstep: Class 14 contains 274081 members 
Mstep: Class 16 contains 37484 members 
Mstep: Class 18 contains 85530 members 
Mstep: Class 19 contains 132191 members 
Mstep: Class 20 contains 86873 members 
Mstep: Class 21 contains 121635 members 
Mstep: Class 22 contains 4827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161167728.000000 Penalty: 59322.894531
Iteration 15F: 18 clusters Score -1.611677e+08 nChanged 58181
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 4 contains 7191 members 
Mstep: Class 5 contains 14094 members 
Mstep: Class 7 contains 140331 members 
Mstep: Class 8 contains 135800 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 10 contains 126772 members 
Mstep: Class 11 contains 10638 members 
Mstep: Class 12 contains 40042 members 
Mstep: Class 13 contains 57517 members 
Mstep: Class 14 contains 289602 members 
Mstep: Class 16 contains 36563 members 
Mstep: Class 18 contains 84508 members 
Mstep: Class 19 contains 121057 members 
Mstep: Class 20 contains 90836 members 
Mstep: Class 21 contains 122824 members 
Mstep: Class 22 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161174464.000000 Penalty: 59322.894531
Iteration 16Q: 18 clusters Score -1.611745e+08 nChanged 52345
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 4 contains 6708 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 7 contains 136516 members 
Mstep: Class 8 contains 131777 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 129259 members 
Mstep: Class 11 contains 10472 members 
Mstep: Class 12 contains 40439 members 
Mstep: Class 13 contains 58856 members 
Mstep: Class 14 contains 301622 members 
Mstep: Class 16 contains 36221 members 
Mstep: Class 18 contains 83926 members 
Mstep: Class 19 contains 110530 members 
Mstep: Class 20 contains 94919 members 
Mstep: Class 21 contains 124836 members 
Mstep: Class 22 contains 4804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161168848.000000 Penalty: 59322.894531
Iteration 17Q: 18 clusters Score -1.611688e+08 nChanged 50485
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 11278 members 
Mstep: Class 7 contains 134225 members 
Mstep: Class 8 contains 128023 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 132501 members 
Mstep: Class 11 contains 10375 members 
Mstep: Class 12 contains 40781 members 
Mstep: Class 13 contains 60794 members 
Mstep: Class 14 contains 305010 members 
Mstep: Class 16 contains 36295 members 
Mstep: Class 18 contains 83625 members 
Mstep: Class 19 contains 101692 members 
Mstep: Class 20 contains 99640 members 
Mstep: Class 21 contains 128534 members 
Mstep: Class 22 contains 4781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161164656.000000 Penalty: 59322.894531
Iteration 18Q: 18 clusters Score -1.611647e+08 nChanged 44396
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 4 contains 6088 members 
Mstep: Class 5 contains 10362 members 
Mstep: Class 7 contains 133799 members 
Mstep: Class 8 contains 124253 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 136005 members 
Mstep: Class 11 contains 10303 members 
Mstep: Class 12 contains 41067 members 
Mstep: Class 13 contains 62544 members 
Mstep: Class 14 contains 301977 members 
Mstep: Class 16 contains 36793 members 
Mstep: Class 18 contains 83458 members 
Mstep: Class 19 contains 95400 members 
Mstep: Class 20 contains 104495 members 
Mstep: Class 21 contains 133074 members 
Mstep: Class 22 contains 4779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161170224.000000 Penalty: 59322.894531
Iteration 19Q: 18 clusters Score -1.611702e+08 nChanged 38592
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 4 contains 5879 members 
Mstep: Class 5 contains 9568 members 
Mstep: Class 7 contains 134319 members 
Mstep: Class 8 contains 120497 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 139288 members 
Mstep: Class 11 contains 10230 members 
Mstep: Class 12 contains 41256 members 
Mstep: Class 13 contains 63654 members 
Mstep: Class 14 contains 296919 members 
Mstep: Class 16 contains 37509 members 
Mstep: Class 18 contains 83303 members 
Mstep: Class 19 contains 90352 members 
Mstep: Class 20 contains 109386 members 
Mstep: Class 21 contains 137836 members 
Mstep: Class 22 contains 4775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161178288.000000 Penalty: 59322.894531
Iteration 20F: 18 clusters Score -1.611783e+08 nChanged 34733
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 4 contains 5685 members 
Mstep: Class 5 contains 8845 members 
Mstep: Class 7 contains 135119 members 
Mstep: Class 8 contains 116705 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 142306 members 
Mstep: Class 11 contains 10169 members 
Mstep: Class 12 contains 41401 members 
Mstep: Class 13 contains 64262 members 
Mstep: Class 14 contains 291672 members 
Mstep: Class 16 contains 38403 members 
Mstep: Class 18 contains 83078 members 
Mstep: Class 19 contains 85810 members 
Mstep: Class 20 contains 114119 members 
Mstep: Class 21 contains 142695 members 
Mstep: Class 22 contains 4771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161186368.000000 Penalty: 59322.894531
Iteration 21Q: 18 clusters Score -1.611864e+08 nChanged 32916
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 4 contains 5455 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 7 contains 135374 members 
Mstep: Class 8 contains 112435 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 144900 members 
Mstep: Class 11 contains 10108 members 
Mstep: Class 12 contains 41605 members 
Mstep: Class 13 contains 64627 members 
Mstep: Class 14 contains 286359 members 
Mstep: Class 16 contains 39347 members 
Mstep: Class 18 contains 82861 members 
Mstep: Class 19 contains 81195 members 
Mstep: Class 20 contains 118765 members 
Mstep: Class 21 contains 149195 members 
Mstep: Class 22 contains 4772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161188704.000000 Penalty: 59322.894531
Iteration 22Q: 18 clusters Score -1.611887e+08 nChanged 36504
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 4 contains 5248 members 
Mstep: Class 5 contains 7815 members 
Mstep: Class 7 contains 134148 members 
Mstep: Class 8 contains 107427 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 147270 members 
Mstep: Class 11 contains 10052 members 
Mstep: Class 12 contains 41935 members 
Mstep: Class 13 contains 64945 members 
Mstep: Class 14 contains 279993 members 
Mstep: Class 16 contains 40075 members 
Mstep: Class 18 contains 82573 members 
Mstep: Class 19 contains 76073 members 
Mstep: Class 20 contains 123835 members 
Mstep: Class 21 contains 159220 members 
Mstep: Class 22 contains 4774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161187920.000000 Penalty: 59322.894531
Iteration 23Q: 18 clusters Score -1.611879e+08 nChanged 46024
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 4 contains 5052 members 
Mstep: Class 5 contains 7694 members 
Mstep: Class 7 contains 129585 members 
Mstep: Class 8 contains 101397 members 
Mstep: Class 9 contains 2954 members 
Mstep: Class 10 contains 150105 members 
Mstep: Class 11 contains 10049 members 
Mstep: Class 12 contains 42582 members 
Mstep: Class 13 contains 65165 members 
Mstep: Class 14 contains 272214 members 
Mstep: Class 16 contains 40615 members 
Mstep: Class 18 contains 82338 members 
Mstep: Class 19 contains 70033 members 
Mstep: Class 20 contains 129662 members 
Mstep: Class 21 contains 174156 members 
Mstep: Class 22 contains 4778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161182224.000000 Penalty: 59322.894531
Iteration 24Q: 18 clusters Score -1.611822e+08 nChanged 56234
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 4 contains 4979 members 
Mstep: Class 5 contains 7725 members 
Mstep: Class 7 contains 122044 members 
Mstep: Class 8 contains 94160 members 
Mstep: Class 9 contains 2954 members 
Mstep: Class 10 contains 154063 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 43985 members 
Mstep: Class 13 contains 65256 members 
Mstep: Class 14 contains 264372 members 
Mstep: Class 16 contains 41410 members 
Mstep: Class 18 contains 82357 members 
Mstep: Class 19 contains 62997 members 
Mstep: Class 20 contains 136928 members 
Mstep: Class 21 contains 190334 members 
Mstep: Class 22 contains 4773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161172624.000000 Penalty: 59322.894531
Iteration 25Q: 18 clusters Score -1.611726e+08 nChanged 58312
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 4 contains 5018 members 
Mstep: Class 5 contains 7736 members 
Mstep: Class 7 contains 116097 members 
Mstep: Class 8 contains 88167 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 159811 members 
Mstep: Class 11 contains 10132 members 
Mstep: Class 12 contains 46250 members 
Mstep: Class 13 contains 65362 members 
Mstep: Class 14 contains 257964 members 
Mstep: Class 16 contains 42892 members 
Mstep: Class 18 contains 82603 members 
Mstep: Class 19 contains 56420 members 
Mstep: Class 20 contains 145700 members 
Mstep: Class 21 contains 196543 members 
Mstep: Class 22 contains 4769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161169936.000000 Penalty: 59322.894531
Iteration 26Q: 18 clusters Score -1.611699e+08 nChanged 49864
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 4 contains 5044 members 
Mstep: Class 5 contains 7723 members 
Mstep: Class 7 contains 113527 members 
Mstep: Class 8 contains 84273 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 165998 members 
Mstep: Class 11 contains 10193 members 
Mstep: Class 12 contains 48899 members 
Mstep: Class 13 contains 65369 members 
Mstep: Class 14 contains 253670 members 
Mstep: Class 16 contains 44779 members 
Mstep: Class 18 contains 82895 members 
Mstep: Class 19 contains 51290 members 
Mstep: Class 20 contains 155437 members 
Mstep: Class 21 contains 191672 members 
Mstep: Class 22 contains 4766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161175584.000000 Penalty: 59322.894531
Iteration 27Q: 18 clusters Score -1.611756e+08 nChanged 46761
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 7737 members 
Mstep: Class 7 contains 111992 members 
Mstep: Class 8 contains 81282 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 171600 members 
Mstep: Class 11 contains 10216 members 
Mstep: Class 12 contains 51696 members 
Mstep: Class 13 contains 65310 members 
Mstep: Class 14 contains 249149 members 
Mstep: Class 16 contains 46794 members 
Mstep: Class 18 contains 82999 members 
Mstep: Class 19 contains 46062 members 
Mstep: Class 20 contains 167684 members 
Mstep: Class 21 contains 183306 members 
Mstep: Class 22 contains 4767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161181008.000000 Penalty: 59322.894531
Iteration 28Q: 18 clusters Score -1.61181e+08 nChanged 46616
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 7 contains 111232 members 
Mstep: Class 8 contains 78571 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 175226 members 
Mstep: Class 11 contains 10207 members 
Mstep: Class 12 contains 54643 members 
Mstep: Class 13 contains 65150 members 
Mstep: Class 14 contains 244281 members 
Mstep: Class 16 contains 48765 members 
Mstep: Class 18 contains 83051 members 
Mstep: Class 19 contains 40377 members 
Mstep: Class 20 contains 181159 members 
Mstep: Class 21 contains 175519 members 
Mstep: Class 22 contains 4759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161185184.000000 Penalty: 59322.894531
Iteration 29Q: 18 clusters Score -1.611852e+08 nChanged 43782
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 8019 members 
Mstep: Class 7 contains 112061 members 
Mstep: Class 8 contains 76308 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 176867 members 
Mstep: Class 11 contains 10170 members 
Mstep: Class 12 contains 57777 members 
Mstep: Class 13 contains 64930 members 
Mstep: Class 14 contains 239819 members 
Mstep: Class 16 contains 50581 members 
Mstep: Class 18 contains 83124 members 
Mstep: Class 19 contains 35090 members 
Mstep: Class 20 contains 191628 members 
Mstep: Class 21 contains 169809 members 
Mstep: Class 22 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3473.621826 but Gain 3489.582031
Score: -161187040.000000 Penalty: 55833.312500
Iteration 30Q: 17 clusters Score -1.61187e+08 nChanged 40921
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 7 contains 114716 members 
Mstep: Class 8 contains 74959 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 177492 members 
Mstep: Class 11 contains 10120 members 
Mstep: Class 12 contains 61397 members 
Mstep: Class 13 contains 64662 members 
Mstep: Class 14 contains 236241 members 
Mstep: Class 16 contains 52929 members 
Mstep: Class 18 contains 83387 members 
Mstep: Class 19 contains 30761 members 
Mstep: Class 20 contains 196442 members 
Mstep: Class 21 contains 167031 members 
Mstep: Class 22 contains 4760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161190656.000000 Penalty: 55833.312500
Iteration 31Q: 17 clusters Score -1.611907e+08 nChanged 33249
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 8629 members 
Mstep: Class 7 contains 119073 members 
Mstep: Class 8 contains 74015 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 177013 members 
Mstep: Class 11 contains 10083 members 
Mstep: Class 12 contains 64866 members 
Mstep: Class 13 contains 64415 members 
Mstep: Class 14 contains 233974 members 
Mstep: Class 16 contains 54739 members 
Mstep: Class 18 contains 83547 members 
Mstep: Class 19 contains 27633 members 
Mstep: Class 20 contains 195198 members 
Mstep: Class 21 contains 165169 members 
Mstep: Class 22 contains 4762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161193280.000000 Penalty: 55833.312500
Iteration 32Q: 17 clusters Score -1.611933e+08 nChanged 28045
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 5023 members 
Mstep: Class 5 contains 8917 members 
Mstep: Class 7 contains 124631 members 
Mstep: Class 8 contains 73611 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 175974 members 
Mstep: Class 11 contains 10057 members 
Mstep: Class 12 contains 68328 members 
Mstep: Class 13 contains 64218 members 
Mstep: Class 14 contains 232444 members 
Mstep: Class 16 contains 56323 members 
Mstep: Class 18 contains 83672 members 
Mstep: Class 19 contains 25158 members 
Mstep: Class 20 contains 191073 members 
Mstep: Class 21 contains 163796 members 
Mstep: Class 22 contains 4765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161197952.000000 Penalty: 55833.312500
Iteration 33Q: 17 clusters Score -1.61198e+08 nChanged 24529
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 5188 members 
Mstep: Class 5 contains 9125 members 
Mstep: Class 7 contains 130939 members 
Mstep: Class 8 contains 73482 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 174471 members 
Mstep: Class 11 contains 10020 members 
Mstep: Class 12 contains 71602 members 
Mstep: Class 13 contains 64081 members 
Mstep: Class 14 contains 231172 members 
Mstep: Class 16 contains 57713 members 
Mstep: Class 18 contains 83678 members 
Mstep: Class 19 contains 23128 members 
Mstep: Class 20 contains 186134 members 
Mstep: Class 21 contains 162487 members 
Mstep: Class 22 contains 4770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161203120.000000 Penalty: 55833.312500
Iteration 34Q: 17 clusters Score -1.612031e+08 nChanged 22509
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 5421 members 
Mstep: Class 5 contains 9318 members 
Mstep: Class 7 contains 137718 members 
Mstep: Class 8 contains 73507 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 172663 members 
Mstep: Class 11 contains 9980 members 
Mstep: Class 12 contains 74699 members 
Mstep: Class 13 contains 63986 members 
Mstep: Class 14 contains 229789 members 
Mstep: Class 16 contains 58932 members 
Mstep: Class 18 contains 83620 members 
Mstep: Class 19 contains 21388 members 
Mstep: Class 20 contains 181183 members 
Mstep: Class 21 contains 161015 members 
Mstep: Class 22 contains 4771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161207888.000000 Penalty: 55833.312500
Iteration 35Q: 17 clusters Score -1.612079e+08 nChanged 20937
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 9456 members 
Mstep: Class 7 contains 144757 members 
Mstep: Class 8 contains 73588 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 170445 members 
Mstep: Class 11 contains 9936 members 
Mstep: Class 12 contains 77708 members 
Mstep: Class 13 contains 63898 members 
Mstep: Class 14 contains 228310 members 
Mstep: Class 16 contains 59960 members 
Mstep: Class 18 contains 83534 members 
Mstep: Class 19 contains 19859 members 
Mstep: Class 20 contains 176752 members 
Mstep: Class 21 contains 159400 members 
Mstep: Class 22 contains 4775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161213392.000000 Penalty: 55833.312500
Iteration 36Q: 17 clusters Score -1.612134e+08 nChanged 19380
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 5789 members 
Mstep: Class 5 contains 9527 members 
Mstep: Class 7 contains 151837 members 
Mstep: Class 8 contains 73672 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 168235 members 
Mstep: Class 11 contains 9898 members 
Mstep: Class 12 contains 80414 members 
Mstep: Class 13 contains 63776 members 
Mstep: Class 14 contains 226581 members 
Mstep: Class 16 contains 60720 members 
Mstep: Class 18 contains 83386 members 
Mstep: Class 19 contains 18502 members 
Mstep: Class 20 contains 172743 members 
Mstep: Class 21 contains 158129 members 
Mstep: Class 22 contains 4781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161218144.000000 Penalty: 55833.312500
Iteration 37Q: 17 clusters Score -1.612181e+08 nChanged 19364
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 5963 members 
Mstep: Class 5 contains 9636 members 
Mstep: Class 7 contains 158925 members 
Mstep: Class 8 contains 73741 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 166119 members 
Mstep: Class 11 contains 9865 members 
Mstep: Class 12 contains 83324 members 
Mstep: Class 13 contains 63656 members 
Mstep: Class 14 contains 223856 members 
Mstep: Class 16 contains 61342 members 
Mstep: Class 18 contains 83201 members 
Mstep: Class 19 contains 17190 members 
Mstep: Class 20 contains 169052 members 
Mstep: Class 21 contains 157340 members 
Mstep: Class 22 contains 4780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161222560.000000 Penalty: 55833.312500
Iteration 38Q: 17 clusters Score -1.612226e+08 nChanged 21017
Entering ConstructFrom: 
Score: -161222560.000000 Penalty: 55833.312500
Entering ConstructFrom: 
Trying to split cluster 4 (6182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Entering Unmasked Estep 
Score: -809509.937500 Penalty: 2164.890381
	Iteration 0F: 2 clusters Score -809509.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -804230.750000 Penalty: 4329.780762
	Iteration 0F: 3 clusters Score -804230.8 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -805545.312500 Penalty: 4329.780762
	Iteration 1F: 3 clusters Score -805545.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -805751.312500 Penalty: 4329.780762
	Iteration 2F: 3 clusters Score -805751.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -805903.187500 Penalty: 4329.780762
	Iteration 3Q: 3 clusters Score -805903.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -806002.187500 Penalty: 4329.780762
	Iteration 4Q: 3 clusters Score -806002.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -806082.500000 Penalty: 4329.780762
	Iteration 5Q: 3 clusters Score -806082.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -806135.000000 Penalty: 4329.780762
	Iteration 6Q: 3 clusters Score -806135 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -806185.437500 Penalty: 4329.780762
	Iteration 7Q: 3 clusters Score -806185.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -806234.562500 Penalty: 4329.780762
	Iteration 8Q: 3 clusters Score -806234.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -806279.375000 Penalty: 4329.780762
	Iteration 9Q: 3 clusters Score -806279.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -806319.750000 Penalty: 4329.780762
	Iteration 10Q: 3 clusters Score -806319.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -806357.125000 Penalty: 4329.780762
	Iteration 11Q: 3 clusters Score -806357.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -806408.500000 Penalty: 4329.780762
	Iteration 12Q: 3 clusters Score -806408.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -806462.000000 Penalty: 4329.780762
	Iteration 13Q: 3 clusters Score -806462 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -806513.937500 Penalty: 4329.780762
	Iteration 14Q: 3 clusters Score -806513.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -806559.062500 Penalty: 4329.780762
	Iteration 15Q: 3 clusters Score -806559.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -806602.250000 Penalty: 4329.780762
	Iteration 16Q: 3 clusters Score -806602.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -806648.750000 Penalty: 4329.780762
	Iteration 17Q: 3 clusters Score -806648.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -806695.562500 Penalty: 4329.780762
	Iteration 18Q: 3 clusters Score -806695.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -806742.312500 Penalty: 4329.780762
	Iteration 19Q: 3 clusters Score -806742.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -806790.062500 Penalty: 4329.780762
	Iteration 20F: 3 clusters Score -806790.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -806835.562500 Penalty: 4329.780762
	Iteration 21Q: 3 clusters Score -806835.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -806896.062500 Penalty: 4329.780762
	Iteration 22Q: 3 clusters Score -806896.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -806962.687500 Penalty: 4329.780762
	Iteration 23Q: 3 clusters Score -806962.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -807034.250000 Penalty: 4329.780762
	Iteration 24Q: 3 clusters Score -807034.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -807103.187500 Penalty: 4329.780762
	Iteration 25Q: 3 clusters Score -807103.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -807171.062500 Penalty: 4329.780762
	Iteration 26Q: 3 clusters Score -807171.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -807228.875000 Penalty: 4329.780762
	Iteration 27Q: 3 clusters Score -807228.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -807285.500000 Penalty: 4329.780762
	Iteration 28Q: 3 clusters Score -807285.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -807325.000000 Penalty: 4329.780762
	Iteration 29Q: 3 clusters Score -807325 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -807366.375000 Penalty: 4329.780762
	Iteration 30Q: 3 clusters Score -807366.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -807403.687500 Penalty: 4329.780762
	Iteration 31Q: 3 clusters Score -807403.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -807429.937500 Penalty: 4329.780762
	Iteration 32Q: 3 clusters Score -807429.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -807451.562500 Penalty: 4329.780762
	Iteration 33Q: 3 clusters Score -807451.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -807470.625000 Penalty: 4329.780762
	Iteration 34Q: 3 clusters Score -807470.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -807488.437500 Penalty: 4329.780762
	Iteration 35Q: 3 clusters Score -807488.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -807501.437500 Penalty: 4329.780762
	Iteration 36Q: 3 clusters Score -807501.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -807516.187500 Penalty: 4329.780762
	Iteration 37Q: 3 clusters Score -807516.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -807527.250000 Penalty: 4329.780762
	Iteration 38Q: 3 clusters Score -807527.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -807538.937500 Penalty: 4329.780762
	Iteration 39Q: 3 clusters Score -807538.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -807547.937500 Penalty: 4329.780762
	Iteration 40F: 3 clusters Score -807547.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -807556.375000 Penalty: 4329.780762
	Iteration 41Q: 3 clusters Score -807556.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -807558.250000 Penalty: 4329.780762
	Iteration 42Q: 3 clusters Score -807558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -807559.562500 Penalty: 4329.780762
	Iteration 43Q: 3 clusters Score -807559.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -807563.187500 Penalty: 4329.780762
	Iteration 44Q: 3 clusters Score -807563.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -807563.812500 Penalty: 4329.780762
	Iteration 45Q: 3 clusters Score -807563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -807565.500000 Penalty: 4329.780762
	Iteration 46Q: 3 clusters Score -807565.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -807565.500000 Penalty: 4329.780762
	Iteration 47F: 3 clusters Score -807565.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Entering Unmasked Estep 
Score: -1248155.750000 Penalty: 2280.592529
	Iteration 0F: 2 clusters Score -1248156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1240500.750000 Penalty: 4561.185059
	Iteration 0F: 3 clusters Score -1240501 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1242718.625000 Penalty: 4561.185059
	Iteration 1F: 3 clusters Score -1242719 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1243023.125000 Penalty: 4561.185059
	Iteration 2F: 3 clusters Score -1243023 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1243209.875000 Penalty: 4561.185059
	Iteration 3F: 3 clusters Score -1243210 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1243347.250000 Penalty: 4561.185059
	Iteration 4Q: 3 clusters Score -1243347 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1243444.000000 Penalty: 4561.185059
	Iteration 5Q: 3 clusters Score -1243444 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1243538.750000 Penalty: 4561.185059
	Iteration 6Q: 3 clusters Score -1243539 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1243632.625000 Penalty: 4561.185059
	Iteration 7Q: 3 clusters Score -1243633 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1243710.875000 Penalty: 4561.185059
	Iteration 8Q: 3 clusters Score -1243711 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1243795.125000 Penalty: 4561.185059
	Iteration 9Q: 3 clusters Score -1243795 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1243889.625000 Penalty: 4561.185059
	Iteration 10Q: 3 clusters Score -1243890 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1244009.625000 Penalty: 4561.185059
	Iteration 11Q: 3 clusters Score -1244010 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1244155.375000 Penalty: 4561.185059
	Iteration 12Q: 3 clusters Score -1244155 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1244335.375000 Penalty: 4561.185059
	Iteration 13Q: 3 clusters Score -1244335 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1244567.750000 Penalty: 4561.185059
	Iteration 14Q: 3 clusters Score -1244568 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1244834.750000 Penalty: 4561.185059
	Iteration 15Q: 3 clusters Score -1244835 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1245073.625000 Penalty: 4561.185059
	Iteration 16Q: 3 clusters Score -1245074 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1245311.750000 Penalty: 4561.185059
	Iteration 17Q: 3 clusters Score -1245312 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1245478.250000 Penalty: 4561.185059
	Iteration 18Q: 3 clusters Score -1245478 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1245612.375000 Penalty: 4561.185059
	Iteration 19Q: 3 clusters Score -1245612 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1245722.875000 Penalty: 4561.185059
	Iteration 20F: 3 clusters Score -1245723 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1245802.250000 Penalty: 4561.185059
	Iteration 21Q: 3 clusters Score -1245802 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1245861.125000 Penalty: 4561.185059
	Iteration 22Q: 3 clusters Score -1245861 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1245906.625000 Penalty: 4561.185059
	Iteration 23Q: 3 clusters Score -1245907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1245940.750000 Penalty: 4561.185059
	Iteration 24Q: 3 clusters Score -1245941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1245970.625000 Penalty: 4561.185059
	Iteration 25Q: 3 clusters Score -1245971 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1246003.000000 Penalty: 4561.185059
	Iteration 26Q: 3 clusters Score -1246003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1246031.500000 Penalty: 4561.185059
	Iteration 27Q: 3 clusters Score -1246032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1246054.250000 Penalty: 4561.185059
	Iteration 28Q: 3 clusters Score -1246054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1246073.500000 Penalty: 4561.185059
	Iteration 29Q: 3 clusters Score -1246074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1246090.500000 Penalty: 4561.185059
	Iteration 30Q: 3 clusters Score -1246090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1246100.875000 Penalty: 4561.185059
	Iteration 31Q: 3 clusters Score -1246101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1246102.000000 Penalty: 4561.185059
	Iteration 32Q: 3 clusters Score -1246102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1246109.625000 Penalty: 4561.185059
	Iteration 33Q: 3 clusters Score -1246110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1246112.750000 Penalty: 4561.185059
	Iteration 34Q: 3 clusters Score -1246113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1246117.125000 Penalty: 4561.185059
	Iteration 35Q: 3 clusters Score -1246117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1246119.250000 Penalty: 4561.185059
	Iteration 36Q: 3 clusters Score -1246119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1246120.000000 Penalty: 4561.185059
	Iteration 37Q: 3 clusters Score -1246120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1246123.375000 Penalty: 4561.185059
	Iteration 38Q: 3 clusters Score -1246123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1246123.000000 Penalty: 4561.185059
	Iteration 39Q: 3 clusters Score -1246123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1246123.875000 Penalty: 4561.185059
	Iteration 40F: 3 clusters Score -1246124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1246124.625000 Penalty: 4561.185059
	Iteration 41Q: 3 clusters Score -1246125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1246125.875000 Penalty: 4561.185059
	Iteration 42Q: 3 clusters Score -1246126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1246128.000000 Penalty: 4561.185059
	Iteration 43Q: 3 clusters Score -1246128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1246127.625000 Penalty: 4561.185059
	Iteration 44Q: 3 clusters Score -1246128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1246128.000000 Penalty: 4561.185059
	Iteration 45Q: 3 clusters Score -1246128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1246127.625000 Penalty: 4561.185059
	Iteration 46Q: 3 clusters Score -1246128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1246127.625000 Penalty: 4561.185059
	Iteration 47F: 3 clusters Score -1246128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165707 members 
Entering Unmasked Estep 
Score: -21267196.000000 Penalty: 2980.458252
	Iteration 0F: 2 clusters Score -2.12672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82660 members 
Mstep: Class 2 contains 83047 members 
Entering Unmasked Estep 
Score: -21160250.000000 Penalty: 5960.916504
	Iteration 0F: 3 clusters Score -2.116025e+07 nChanged 79339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
Score: -21206014.000000 Penalty: 5960.916504
	Iteration 1F: 3 clusters Score -2.120601e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78619 members 
Mstep: Class 2 contains 87088 members 
Entering Unmasked Estep 
Score: -21206968.000000 Penalty: 5960.916504
	Iteration 2Q: 3 clusters Score -2.120697e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76167 members 
Mstep: Class 2 contains 89540 members 
Entering Unmasked Estep 
Score: -21208042.000000 Penalty: 5960.916504
	Iteration 3Q: 3 clusters Score -2.120804e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72389 members 
Mstep: Class 2 contains 93318 members 
Entering Unmasked Estep 
Score: -21209674.000000 Penalty: 5960.916504
	Iteration 4Q: 3 clusters Score -2.120967e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 99042 members 
Entering Unmasked Estep 
Score: -21212554.000000 Penalty: 5960.916504
	Iteration 5Q: 3 clusters Score -2.121255e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 107421 members 
Entering Unmasked Estep 
Score: -21217744.000000 Penalty: 5960.916504
	Iteration 6F: 3 clusters Score -2.121774e+07 nChanged 11674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 118703 members 
Entering Unmasked Estep 
Score: -21226274.000000 Penalty: 5960.916504
	Iteration 7F: 3 clusters Score -2.122627e+07 nChanged 13119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 131612 members 
Entering Unmasked Estep 
Score: -21237842.000000 Penalty: 5960.916504
	Iteration 8F: 3 clusters Score -2.123784e+07 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 143384 members 
Entering Unmasked Estep 
Score: -21249068.000000 Penalty: 5960.916504
	Iteration 9F: 3 clusters Score -2.124907e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 151812 members 
Entering Unmasked Estep 
Score: -21257582.000000 Penalty: 5960.916504
	Iteration 10F: 3 clusters Score -2.125758e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 156657 members 
Entering Unmasked Estep 
Score: -21261422.000000 Penalty: 5960.916504
	Iteration 11Q: 3 clusters Score -2.126142e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 159264 members 
Entering Unmasked Estep 
Score: -21263122.000000 Penalty: 5960.916504
	Iteration 12Q: 3 clusters Score -2.126312e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 160874 members 
Entering Unmasked Estep 
Score: -21264020.000000 Penalty: 5960.916504
	Iteration 13Q: 3 clusters Score -2.126402e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 161946 members 
Entering Unmasked Estep 
Score: -21264386.000000 Penalty: 5960.916504
	Iteration 14Q: 3 clusters Score -2.126439e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 162629 members 
Entering Unmasked Estep 
Score: -21264690.000000 Penalty: 5960.916504
	Iteration 15Q: 3 clusters Score -2.126469e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 163100 members 
Entering Unmasked Estep 
Score: -21264858.000000 Penalty: 5960.916504
	Iteration 16Q: 3 clusters Score -2.126486e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 163436 members 
Entering Unmasked Estep 
Score: -21264920.000000 Penalty: 5960.916504
	Iteration 17Q: 3 clusters Score -2.126492e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 163687 members 
Entering Unmasked Estep 
Score: -21264992.000000 Penalty: 5960.916504
	Iteration 18Q: 3 clusters Score -2.126499e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 163869 members 
Entering Unmasked Estep 
Score: -21264996.000000 Penalty: 5960.916504
	Iteration 19Q: 3 clusters Score -2.1265e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 164010 members 
Entering Unmasked Estep 
Score: -21265060.000000 Penalty: 5960.916504
	Iteration 20F: 3 clusters Score -2.126506e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 164119 members 
Entering Unmasked Estep 
Score: -21265054.000000 Penalty: 5960.916504
	Iteration 21Q: 3 clusters Score -2.126505e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 164202 members 
Entering Unmasked Estep 
Score: -21265038.000000 Penalty: 5960.916504
	Iteration 22Q: 3 clusters Score -2.126504e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 164264 members 
Entering Unmasked Estep 
Score: -21265056.000000 Penalty: 5960.916504
	Iteration 23Q: 3 clusters Score -2.126506e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 164309 members 
Entering Unmasked Estep 
Score: -21265046.000000 Penalty: 5960.916504
	Iteration 24Q: 3 clusters Score -2.126505e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 164345 members 
Entering Unmasked Estep 
Score: -21265022.000000 Penalty: 5960.916504
	Iteration 25Q: 3 clusters Score -2.126502e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 164368 members 
Entering Unmasked Estep 
Score: -21265048.000000 Penalty: 5960.916504
	Iteration 26Q: 3 clusters Score -2.126505e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 164392 members 
Entering Unmasked Estep 
Score: -21265050.000000 Penalty: 5960.916504
	Iteration 27Q: 3 clusters Score -2.126505e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 164408 members 
Entering Unmasked Estep 
Score: -21265046.000000 Penalty: 5960.916504
	Iteration 28Q: 3 clusters Score -2.126505e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 164420 members 
Entering Unmasked Estep 
Score: -21265060.000000 Penalty: 5960.916504
	Iteration 29Q: 3 clusters Score -2.126506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 164431 members 
Entering Unmasked Estep 
Score: -21265056.000000 Penalty: 5960.916504
	Iteration 30Q: 3 clusters Score -2.126506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 164441 members 
Entering Unmasked Estep 
Score: -21265060.000000 Penalty: 5960.916504
	Iteration 31Q: 3 clusters Score -2.126506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 164448 members 
Entering Unmasked Estep 
Score: -21265066.000000 Penalty: 5960.916504
	Iteration 32Q: 3 clusters Score -2.126507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 164453 members 
Entering Unmasked Estep 
Score: -21265054.000000 Penalty: 5960.916504
	Iteration 33Q: 3 clusters Score -2.126505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 164461 members 
Entering Unmasked Estep 
Score: -21265050.000000 Penalty: 5960.916504
	Iteration 34Q: 3 clusters Score -2.126505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 164469 members 
Entering Unmasked Estep 
Score: -21265044.000000 Penalty: 5960.916504
	Iteration 35Q: 3 clusters Score -2.126504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 164473 members 
Entering Unmasked Estep 
Score: -21265044.000000 Penalty: 5960.916504
	Iteration 36Q: 3 clusters Score -2.126504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 164478 members 
Entering Unmasked Estep 
Score: -21265038.000000 Penalty: 5960.916504
	Iteration 37Q: 3 clusters Score -2.126504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 164480 members 
Entering Unmasked Estep 
Score: -21265042.000000 Penalty: 5960.916504
	Iteration 38Q: 3 clusters Score -2.126504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 164487 members 
Entering Unmasked Estep 
Score: -21265034.000000 Penalty: 5960.916504
	Iteration 39Q: 3 clusters Score -2.126503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 164492 members 
Entering Unmasked Estep 
Score: -21265028.000000 Penalty: 5960.916504
	Iteration 40F: 3 clusters Score -2.126503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 164497 members 
Entering Unmasked Estep 
Score: -21265036.000000 Penalty: 5960.916504
	Iteration 41Q: 3 clusters Score -2.126504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 164504 members 
Entering Unmasked Estep 
Score: -21265026.000000 Penalty: 5960.916504
	Iteration 42Q: 3 clusters Score -2.126503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 164513 members 
Entering Unmasked Estep 
Score: -21265038.000000 Penalty: 5960.916504
	Iteration 43Q: 3 clusters Score -2.126504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 164520 members 
Entering Unmasked Estep 
Score: -21265054.000000 Penalty: 5960.916504
	Iteration 44Q: 3 clusters Score -2.126505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 164528 members 
Entering Unmasked Estep 
Score: -21265060.000000 Penalty: 5960.916504
	Iteration 45Q: 3 clusters Score -2.126506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 164535 members 
Entering Unmasked Estep 
Score: -21265064.000000 Penalty: 5960.916504
	Iteration 46Q: 3 clusters Score -2.126506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 164546 members 
Entering Unmasked Estep 
Score: -21265044.000000 Penalty: 5960.916504
	Iteration 47Q: 3 clusters Score -2.126504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 164557 members 
Entering Unmasked Estep 
Score: -21265028.000000 Penalty: 5960.916504
	Iteration 48Q: 3 clusters Score -2.126503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 164565 members 
Entering Unmasked Estep 
Score: -21265032.000000 Penalty: 5960.916504
	Iteration 49Q: 3 clusters Score -2.126503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 164578 members 
Entering Unmasked Estep 
Score: -21265024.000000 Penalty: 5960.916504
	Iteration 50Q: 3 clusters Score -2.126502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 164586 members 
Entering Unmasked Estep 
Score: -21265030.000000 Penalty: 5960.916504
	Iteration 51Q: 3 clusters Score -2.126503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 164591 members 
Entering Unmasked Estep 
Score: -21265018.000000 Penalty: 5960.916504
	Iteration 52Q: 3 clusters Score -2.126502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 164597 members 
Entering Unmasked Estep 
Score: -21265022.000000 Penalty: 5960.916504
	Iteration 53Q: 3 clusters Score -2.126502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 164602 members 
Entering Unmasked Estep 
Score: -21265034.000000 Penalty: 5960.916504
	Iteration 54Q: 3 clusters Score -2.126503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 164606 members 
Entering Unmasked Estep 
Score: -21265030.000000 Penalty: 5960.916504
	Iteration 55Q: 3 clusters Score -2.126503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 164612 members 
Entering Unmasked Estep 
Score: -21265032.000000 Penalty: 5960.916504
	Iteration 56Q: 3 clusters Score -2.126503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 164618 members 
Entering Unmasked Estep 
Score: -21265040.000000 Penalty: 5960.916504
	Iteration 57Q: 3 clusters Score -2.126504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 164618 members 
Entering Unmasked Estep 
Score: -21265036.000000 Penalty: 5960.916504
	Iteration 58Q: 3 clusters Score -2.126504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 164619 members 
Entering Unmasked Estep 
Score: -21265038.000000 Penalty: 5960.916504
	Iteration 59Q: 3 clusters Score -2.126504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 164620 members 
Entering Unmasked Estep 
Score: -21265042.000000 Penalty: 5960.916504
	Iteration 60F: 3 clusters Score -2.126504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 164621 members 
Entering Unmasked Estep 
Score: -21265038.000000 Penalty: 5960.916504
	Iteration 61Q: 3 clusters Score -2.126504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 164623 members 
Entering Unmasked Estep 
Score: -21265030.000000 Penalty: 5960.916504
	Iteration 62Q: 3 clusters Score -2.126503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 164624 members 
Entering Unmasked Estep 
Score: -21265030.000000 Penalty: 5960.916504
	Iteration 63Q: 3 clusters Score -2.126503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 164624 members 
Entering Unmasked Estep 
Score: -21265030.000000 Penalty: 5960.916504
	Iteration 64F: 3 clusters Score -2.126503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Entering Unmasked Estep 
Score: -9512183.000000 Penalty: 2779.964355
	Iteration 0F: 2 clusters Score -9512183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -9462651.000000 Penalty: 5559.928711
	Iteration 0F: 3 clusters Score -9462651 nChanged 34643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -9482449.000000 Penalty: 5559.928711
	Iteration 1F: 3 clusters Score -9482449 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -9483270.000000 Penalty: 5559.928711
	Iteration 2Q: 3 clusters Score -9483270 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -9484284.000000 Penalty: 5559.928711
	Iteration 3Q: 3 clusters Score -9484284 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -9485562.000000 Penalty: 5559.928711
	Iteration 4Q: 3 clusters Score -9485562 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -9487044.000000 Penalty: 5559.928711
	Iteration 5Q: 3 clusters Score -9487044 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -9488730.000000 Penalty: 5559.928711
	Iteration 6Q: 3 clusters Score -9488730 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -9490747.000000 Penalty: 5559.928711
	Iteration 7Q: 3 clusters Score -9490747 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -9493185.000000 Penalty: 5559.928711
	Iteration 8F: 3 clusters Score -9493185 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -9496001.000000 Penalty: 5559.928711
	Iteration 9F: 3 clusters Score -9496001 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -9498857.000000 Penalty: 5559.928711
	Iteration 10F: 3 clusters Score -9498857 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -9500888.000000 Penalty: 5559.928711
	Iteration 11F: 3 clusters Score -9500888 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -9501809.000000 Penalty: 5559.928711
	Iteration 12Q: 3 clusters Score -9501809 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -9502169.000000 Penalty: 5559.928711
	Iteration 13Q: 3 clusters Score -9502169 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -9502313.000000 Penalty: 5559.928711
	Iteration 14Q: 3 clusters Score -9502313 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -9502504.000000 Penalty: 5559.928711
	Iteration 15Q: 3 clusters Score -9502504 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -9502627.000000 Penalty: 5559.928711
	Iteration 16Q: 3 clusters Score -9502627 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -9502779.000000 Penalty: 5559.928711
	Iteration 17Q: 3 clusters Score -9502779 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -9502838.000000 Penalty: 5559.928711
	Iteration 18Q: 3 clusters Score -9502838 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -9502984.000000 Penalty: 5559.928711
	Iteration 19Q: 3 clusters Score -9502984 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -9503088.000000 Penalty: 5559.928711
	Iteration 20F: 3 clusters Score -9503088 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -9503179.000000 Penalty: 5559.928711
	Iteration 21Q: 3 clusters Score -9503179 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -9503193.000000 Penalty: 5559.928711
	Iteration 22Q: 3 clusters Score -9503193 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -9503197.000000 Penalty: 5559.928711
	Iteration 23Q: 3 clusters Score -9503197 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -9503261.000000 Penalty: 5559.928711
	Iteration 24Q: 3 clusters Score -9503261 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -9503326.000000 Penalty: 5559.928711
	Iteration 25Q: 3 clusters Score -9503326 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -9503397.000000 Penalty: 5559.928711
	Iteration 26Q: 3 clusters Score -9503397 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -9503476.000000 Penalty: 5559.928711
	Iteration 27Q: 3 clusters Score -9503476 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -9503538.000000 Penalty: 5559.928711
	Iteration 28Q: 3 clusters Score -9503538 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -9503613.000000 Penalty: 5559.928711
	Iteration 29Q: 3 clusters Score -9503613 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -9503671.000000 Penalty: 5559.928711
	Iteration 30Q: 3 clusters Score -9503671 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -9503825.000000 Penalty: 5559.928711
	Iteration 31Q: 3 clusters Score -9503825 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -9503948.000000 Penalty: 5559.928711
	Iteration 32Q: 3 clusters Score -9503948 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -9504065.000000 Penalty: 5559.928711
	Iteration 33Q: 3 clusters Score -9504065 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -9504297.000000 Penalty: 5559.928711
	Iteration 34Q: 3 clusters Score -9504297 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -9504535.000000 Penalty: 5559.928711
	Iteration 35Q: 3 clusters Score -9504535 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -9504783.000000 Penalty: 5559.928711
	Iteration 36Q: 3 clusters Score -9504783 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -9505099.000000 Penalty: 5559.928711
	Iteration 37Q: 3 clusters Score -9505099 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -9505391.000000 Penalty: 5559.928711
	Iteration 38Q: 3 clusters Score -9505391 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -9505612.000000 Penalty: 5559.928711
	Iteration 39Q: 3 clusters Score -9505612 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -9505790.000000 Penalty: 5559.928711
	Iteration 40F: 3 clusters Score -9505790 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -9505921.000000 Penalty: 5559.928711
	Iteration 41Q: 3 clusters Score -9505921 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -9506059.000000 Penalty: 5559.928711
	Iteration 42Q: 3 clusters Score -9506059 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -9506195.000000 Penalty: 5559.928711
	Iteration 43Q: 3 clusters Score -9506195 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -9506299.000000 Penalty: 5559.928711
	Iteration 44Q: 3 clusters Score -9506299 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -9506405.000000 Penalty: 5559.928711
	Iteration 45Q: 3 clusters Score -9506405 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -9506479.000000 Penalty: 5559.928711
	Iteration 46Q: 3 clusters Score -9506479 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -9506566.000000 Penalty: 5559.928711
	Iteration 47Q: 3 clusters Score -9506566 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -9506721.000000 Penalty: 5559.928711
	Iteration 48Q: 3 clusters Score -9506721 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -9506879.000000 Penalty: 5559.928711
	Iteration 49Q: 3 clusters Score -9506879 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -9507020.000000 Penalty: 5559.928711
	Iteration 50Q: 3 clusters Score -9507020 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -9507149.000000 Penalty: 5559.928711
	Iteration 51Q: 3 clusters Score -9507149 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -9507312.000000 Penalty: 5559.928711
	Iteration 52Q: 3 clusters Score -9507312 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -9507431.000000 Penalty: 5559.928711
	Iteration 53Q: 3 clusters Score -9507431 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -9507600.000000 Penalty: 5559.928711
	Iteration 54Q: 3 clusters Score -9507600 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -9507752.000000 Penalty: 5559.928711
	Iteration 55Q: 3 clusters Score -9507752 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -9507910.000000 Penalty: 5559.928711
	Iteration 56Q: 3 clusters Score -9507910 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -9508068.000000 Penalty: 5559.928711
	Iteration 57Q: 3 clusters Score -9508068 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -9508218.000000 Penalty: 5559.928711
	Iteration 58Q: 3 clusters Score -9508218 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -9508376.000000 Penalty: 5559.928711
	Iteration 59Q: 3 clusters Score -9508376 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -9508538.000000 Penalty: 5559.928711
	Iteration 60F: 3 clusters Score -9508538 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -9508748.000000 Penalty: 5559.928711
	Iteration 61Q: 3 clusters Score -9508748 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -9508946.000000 Penalty: 5559.928711
	Iteration 62Q: 3 clusters Score -9508946 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -9509130.000000 Penalty: 5559.928711
	Iteration 63Q: 3 clusters Score -9509130 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -9509278.000000 Penalty: 5559.928711
	Iteration 64Q: 3 clusters Score -9509278 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61684 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -9509499.000000 Penalty: 5559.928711
	Iteration 65Q: 3 clusters Score -9509499 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62355 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -9509707.000000 Penalty: 5559.928711
	Iteration 66Q: 3 clusters Score -9509707 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -9509901.000000 Penalty: 5559.928711
	Iteration 67Q: 3 clusters Score -9509901 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63558 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -9510042.000000 Penalty: 5559.928711
	Iteration 68Q: 3 clusters Score -9510042 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64126 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -9510184.000000 Penalty: 5559.928711
	Iteration 69Q: 3 clusters Score -9510184 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -9510273.000000 Penalty: 5559.928711
	Iteration 70Q: 3 clusters Score -9510273 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65142 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -9510380.000000 Penalty: 5559.928711
	Iteration 71Q: 3 clusters Score -9510380 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -9510512.000000 Penalty: 5559.928711
	Iteration 72Q: 3 clusters Score -9510512 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -9510625.000000 Penalty: 5559.928711
	Iteration 73Q: 3 clusters Score -9510625 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66275 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -9510654.000000 Penalty: 5559.928711
	Iteration 74Q: 3 clusters Score -9510654 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66602 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -9510772.000000 Penalty: 5559.928711
	Iteration 75Q: 3 clusters Score -9510772 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -9510810.000000 Penalty: 5559.928711
	Iteration 76Q: 3 clusters Score -9510810 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -9510878.000000 Penalty: 5559.928711
	Iteration 77Q: 3 clusters Score -9510878 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67461 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -9510924.000000 Penalty: 5559.928711
	Iteration 78Q: 3 clusters Score -9510924 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67709 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -9510973.000000 Penalty: 5559.928711
	Iteration 79Q: 3 clusters Score -9510973 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -9511007.000000 Penalty: 5559.928711
	Iteration 80F: 3 clusters Score -9511007 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -9511065.000000 Penalty: 5559.928711
	Iteration 81Q: 3 clusters Score -9511065 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -9511077.000000 Penalty: 5559.928711
	Iteration 82Q: 3 clusters Score -9511077 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -9511120.000000 Penalty: 5559.928711
	Iteration 83Q: 3 clusters Score -9511120 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -9511164.000000 Penalty: 5559.928711
	Iteration 84Q: 3 clusters Score -9511164 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68807 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -9511199.000000 Penalty: 5559.928711
	Iteration 85Q: 3 clusters Score -9511199 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68962 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -9511241.000000 Penalty: 5559.928711
	Iteration 86Q: 3 clusters Score -9511241 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -9511272.000000 Penalty: 5559.928711
	Iteration 87Q: 3 clusters Score -9511272 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -9511310.000000 Penalty: 5559.928711
	Iteration 88Q: 3 clusters Score -9511310 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69370 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -9511320.000000 Penalty: 5559.928711
	Iteration 89Q: 3 clusters Score -9511320 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69471 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -9511350.000000 Penalty: 5559.928711
	Iteration 90Q: 3 clusters Score -9511350 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -9511352.000000 Penalty: 5559.928711
	Iteration 91Q: 3 clusters Score -9511352 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69670 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -9511382.000000 Penalty: 5559.928711
	Iteration 92Q: 3 clusters Score -9511382 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69751 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -9511379.000000 Penalty: 5559.928711
	Iteration 93Q: 3 clusters Score -9511379 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69832 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -9511376.000000 Penalty: 5559.928711
	Iteration 94Q: 3 clusters Score -9511376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -9511381.000000 Penalty: 5559.928711
	Iteration 95Q: 3 clusters Score -9511381 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -9511385.000000 Penalty: 5559.928711
	Iteration 96Q: 3 clusters Score -9511385 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -9511398.000000 Penalty: 5559.928711
	Iteration 97Q: 3 clusters Score -9511398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70074 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -9511417.000000 Penalty: 5559.928711
	Iteration 98Q: 3 clusters Score -9511417 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70146 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -9511430.000000 Penalty: 5559.928711
	Iteration 99Q: 3 clusters Score -9511430 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70217 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -9511436.000000 Penalty: 5559.928711
	Iteration 100F: 3 clusters Score -9511436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -9511451.000000 Penalty: 5559.928711
	Iteration 101Q: 3 clusters Score -9511451 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -9511449.000000 Penalty: 5559.928711
	Iteration 102Q: 3 clusters Score -9511449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70390 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -9511456.000000 Penalty: 5559.928711
	Iteration 103Q: 3 clusters Score -9511456 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -9511457.000000 Penalty: 5559.928711
	Iteration 104Q: 3 clusters Score -9511457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70499 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -9511460.000000 Penalty: 5559.928711
	Iteration 105Q: 3 clusters Score -9511460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70548 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -9511448.000000 Penalty: 5559.928711
	Iteration 106Q: 3 clusters Score -9511448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70589 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -9511471.000000 Penalty: 5559.928711
	Iteration 107Q: 3 clusters Score -9511471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70621 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -9511471.000000 Penalty: 5559.928711
	Iteration 108Q: 3 clusters Score -9511471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -9511470.000000 Penalty: 5559.928711
	Iteration 109Q: 3 clusters Score -9511470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -9511463.000000 Penalty: 5559.928711
	Iteration 110Q: 3 clusters Score -9511463 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70726 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -9511467.000000 Penalty: 5559.928711
	Iteration 111Q: 3 clusters Score -9511467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70761 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -9511471.000000 Penalty: 5559.928711
	Iteration 112Q: 3 clusters Score -9511471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70802 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -9511473.000000 Penalty: 5559.928711
	Iteration 113Q: 3 clusters Score -9511473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -9511484.000000 Penalty: 5559.928711
	Iteration 114Q: 3 clusters Score -9511484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70866 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -9511491.000000 Penalty: 5559.928711
	Iteration 115Q: 3 clusters Score -9511491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -9511471.000000 Penalty: 5559.928711
	Iteration 116Q: 3 clusters Score -9511471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -9511479.000000 Penalty: 5559.928711
	Iteration 117Q: 3 clusters Score -9511479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -9511482.000000 Penalty: 5559.928711
	Iteration 118Q: 3 clusters Score -9511482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70977 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -9511483.000000 Penalty: 5559.928711
	Iteration 119Q: 3 clusters Score -9511483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -9511473.000000 Penalty: 5559.928711
	Iteration 120F: 3 clusters Score -9511473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -9511471.000000 Penalty: 5559.928711
	Iteration 121Q: 3 clusters Score -9511471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -9511484.000000 Penalty: 5559.928711
	Iteration 122Q: 3 clusters Score -9511484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71099 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -9511491.000000 Penalty: 5559.928711
	Iteration 123Q: 3 clusters Score -9511491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -9511497.000000 Penalty: 5559.928711
	Iteration 124Q: 3 clusters Score -9511497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71131 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -9511505.000000 Penalty: 5559.928711
	Iteration 125Q: 3 clusters Score -9511505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71145 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -9511522.000000 Penalty: 5559.928711
	Iteration 126Q: 3 clusters Score -9511522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71161 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -9511525.000000 Penalty: 5559.928711
	Iteration 127Q: 3 clusters Score -9511525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -9511511.000000 Penalty: 5559.928711
	Iteration 128Q: 3 clusters Score -9511511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71183 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -9511505.000000 Penalty: 5559.928711
	Iteration 129Q: 3 clusters Score -9511505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71194 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -9511500.000000 Penalty: 5559.928711
	Iteration 130Q: 3 clusters Score -9511500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71204 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -9511501.000000 Penalty: 5559.928711
	Iteration 131Q: 3 clusters Score -9511501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71211 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -9511503.000000 Penalty: 5559.928711
	Iteration 132Q: 3 clusters Score -9511503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -9511512.000000 Penalty: 5559.928711
	Iteration 133Q: 3 clusters Score -9511512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -9511511.000000 Penalty: 5559.928711
	Iteration 134Q: 3 clusters Score -9511511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -9511508.000000 Penalty: 5559.928711
	Iteration 135Q: 3 clusters Score -9511508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71239 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -9511509.000000 Penalty: 5559.928711
	Iteration 136Q: 3 clusters Score -9511509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -9511526.000000 Penalty: 5559.928711
	Iteration 137Q: 3 clusters Score -9511526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -9511528.000000 Penalty: 5559.928711
	Iteration 138Q: 3 clusters Score -9511528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71256 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -9511526.000000 Penalty: 5559.928711
	Iteration 139Q: 3 clusters Score -9511526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -9511527.000000 Penalty: 5559.928711
	Iteration 140F: 3 clusters Score -9511527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -9511521.000000 Penalty: 5559.928711
	Iteration 141Q: 3 clusters Score -9511521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -9511526.000000 Penalty: 5559.928711
	Iteration 142Q: 3 clusters Score -9511526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71290 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -9511517.000000 Penalty: 5559.928711
	Iteration 143Q: 3 clusters Score -9511517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -9511528.000000 Penalty: 5559.928711
	Iteration 144Q: 3 clusters Score -9511528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -9511540.000000 Penalty: 5559.928711
	Iteration 145Q: 3 clusters Score -9511540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -9511533.000000 Penalty: 5559.928711
	Iteration 146Q: 3 clusters Score -9511533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71318 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -9511527.000000 Penalty: 5559.928711
	Iteration 147Q: 3 clusters Score -9511527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71322 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -9511532.000000 Penalty: 5559.928711
	Iteration 148Q: 3 clusters Score -9511532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -9511530.000000 Penalty: 5559.928711
	Iteration 149Q: 3 clusters Score -9511530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -9511530.000000 Penalty: 5559.928711
	Iteration 150F: 3 clusters Score -9511530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Entering Unmasked Estep 
Score: -280845.250000 Penalty: 1981.579102
	Iteration 0F: 2 clusters Score -280845.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -277871.562500 Penalty: 3963.158203
	Iteration 0F: 3 clusters Score -277871.6 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -280197.375000 Penalty: 3963.158203
	Iteration 1F: 3 clusters Score -280197.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -282158.000000 Penalty: 3963.158203
	Iteration 2F: 3 clusters Score -282158 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -283185.718750 Penalty: 3963.158203
	Iteration 3F: 3 clusters Score -283185.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -284050.531250 Penalty: 3963.158203
	Iteration 4F: 3 clusters Score -284050.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -284545.437500 Penalty: 3963.158203
	Iteration 5Q: 3 clusters Score -284545.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -284714.531250 Penalty: 3963.158203
	Iteration 6Q: 3 clusters Score -284714.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -284760.656250 Penalty: 3963.158203
	Iteration 7Q: 3 clusters Score -284760.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -284828.031250 Penalty: 3963.158203
	Iteration 8Q: 3 clusters Score -284828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -284920.406250 Penalty: 3963.158203
	Iteration 9Q: 3 clusters Score -284920.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -285060.968750 Penalty: 3963.158203
	Iteration 10Q: 3 clusters Score -285061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -285170.843750 Penalty: 3963.158203
	Iteration 11Q: 3 clusters Score -285170.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -285278.406250 Penalty: 3963.158203
	Iteration 12Q: 3 clusters Score -285278.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -285400.031250 Penalty: 3963.158203
	Iteration 13Q: 3 clusters Score -285400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -285520.906250 Penalty: 3963.158203
	Iteration 14Q: 3 clusters Score -285520.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -285597.937500 Penalty: 3963.158203
	Iteration 15Q: 3 clusters Score -285597.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -285758.531250 Penalty: 3963.158203
	Iteration 16Q: 3 clusters Score -285758.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -285925.125000 Penalty: 3963.158203
	Iteration 17Q: 3 clusters Score -285925.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -286204.500000 Penalty: 3963.158203
	Iteration 18Q: 3 clusters Score -286204.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -286584.187500 Penalty: 3963.158203
	Iteration 19Q: 3 clusters Score -286584.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -286901.906250 Penalty: 3963.158203
	Iteration 20F: 3 clusters Score -286901.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -286996.312500 Penalty: 3963.158203
	Iteration 21Q: 3 clusters Score -286996.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -287051.062500 Penalty: 3963.158203
	Iteration 22Q: 3 clusters Score -287051.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -287120.343750 Penalty: 3963.158203
	Iteration 23Q: 3 clusters Score -287120.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -287173.718750 Penalty: 3963.158203
	Iteration 24Q: 3 clusters Score -287173.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -287226.062500 Penalty: 3963.158203
	Iteration 25Q: 3 clusters Score -287226.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -287251.031250 Penalty: 3963.158203
	Iteration 26Q: 3 clusters Score -287251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -287263.718750 Penalty: 3963.158203
	Iteration 27Q: 3 clusters Score -287263.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -287272.156250 Penalty: 3963.158203
	Iteration 28Q: 3 clusters Score -287272.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -287274.843750 Penalty: 3963.158203
	Iteration 29Q: 3 clusters Score -287274.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -287275.656250 Penalty: 3963.158203
	Iteration 30Q: 3 clusters Score -287275.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -287275.656250 Penalty: 3963.158203
	Iteration 31F: 3 clusters Score -287275.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 4 contains 6182 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 7 contains 165707 members 
Mstep: Class 8 contains 73831 members 
Mstep: Class 9 contains 1524 members 
Mstep: Class 10 contains 164090 members 
Mstep: Class 11 contains 9845 members 
Mstep: Class 12 contains 86762 members 
Mstep: Class 13 contains 63508 members 
Mstep: Class 14 contains 220132 members 
Mstep: Class 16 contains 61790 members 
Mstep: Class 18 contains 82977 members 
Mstep: Class 19 contains 15802 members 
Mstep: Class 20 contains 165840 members 
Mstep: Class 21 contains 156886 members 
Mstep: Class 22 contains 4781 members 
Entering Unmasked Estep 
Score: -161229088.000000 Penalty: 59322.894531
Splitting cluster 9 changes total score from -161222560.000000 to -161229088.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (164090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164090 members 
Entering Unmasked Estep 
Score: -20911382.000000 Penalty: 2978.026123
	Iteration 0F: 2 clusters Score -2.091138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81852 members 
Mstep: Class 2 contains 82238 members 
Entering Unmasked Estep 
Score: -20808864.000000 Penalty: 5956.052246
	Iteration 0F: 3 clusters Score -2.080886e+07 nChanged 78815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81279 members 
Mstep: Class 2 contains 82811 members 
Entering Unmasked Estep 
Score: -20855354.000000 Penalty: 5956.052246
	Iteration 1F: 3 clusters Score -2.085535e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81090 members 
Mstep: Class 2 contains 83000 members 
Entering Unmasked Estep 
Score: -20856744.000000 Penalty: 5956.052246
	Iteration 2Q: 3 clusters Score -2.085674e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80833 members 
Mstep: Class 2 contains 83257 members 
Entering Unmasked Estep 
Score: -20858294.000000 Penalty: 5956.052246
	Iteration 3Q: 3 clusters Score -2.085829e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -20860434.000000 Penalty: 5956.052246
	Iteration 4Q: 3 clusters Score -2.086043e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 84526 members 
Entering Unmasked Estep 
Score: -20863556.000000 Penalty: 5956.052246
	Iteration 5Q: 3 clusters Score -2.086356e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78316 members 
Mstep: Class 2 contains 85774 members 
Entering Unmasked Estep 
Score: -20868000.000000 Penalty: 5956.052246
	Iteration 6F: 3 clusters Score -2.0868e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 87374 members 
Entering Unmasked Estep 
Score: -20873878.000000 Penalty: 5956.052246
	Iteration 7F: 3 clusters Score -2.087388e+07 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -20880890.000000 Penalty: 5956.052246
	Iteration 8F: 3 clusters Score -2.088089e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73810 members 
Mstep: Class 2 contains 90280 members 
Entering Unmasked Estep 
Score: -20887462.000000 Penalty: 5956.052246
	Iteration 9F: 3 clusters Score -2.088746e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72649 members 
Mstep: Class 2 contains 91441 members 
Entering Unmasked Estep 
Score: -20891374.000000 Penalty: 5956.052246
	Iteration 10F: 3 clusters Score -2.089137e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Mstep: Class 2 contains 92462 members 
Entering Unmasked Estep 
Score: -20893544.000000 Penalty: 5956.052246
	Iteration 11Q: 3 clusters Score -2.089354e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70575 members 
Mstep: Class 2 contains 93515 members 
Entering Unmasked Estep 
Score: -20894370.000000 Penalty: 5956.052246
	Iteration 12Q: 3 clusters Score -2.089437e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69568 members 
Mstep: Class 2 contains 94522 members 
Entering Unmasked Estep 
Score: -20894848.000000 Penalty: 5956.052246
	Iteration 13Q: 3 clusters Score -2.089485e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68473 members 
Mstep: Class 2 contains 95617 members 
Entering Unmasked Estep 
Score: -20895286.000000 Penalty: 5956.052246
	Iteration 14Q: 3 clusters Score -2.089529e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67405 members 
Mstep: Class 2 contains 96685 members 
Entering Unmasked Estep 
Score: -20895414.000000 Penalty: 5956.052246
	Iteration 15Q: 3 clusters Score -2.089541e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 97786 members 
Entering Unmasked Estep 
Score: -20895740.000000 Penalty: 5956.052246
	Iteration 16Q: 3 clusters Score -2.089574e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 98967 members 
Entering Unmasked Estep 
Score: -20896014.000000 Penalty: 5956.052246
	Iteration 17Q: 3 clusters Score -2.089601e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 100244 members 
Entering Unmasked Estep 
Score: -20896226.000000 Penalty: 5956.052246
	Iteration 18Q: 3 clusters Score -2.089623e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 101567 members 
Entering Unmasked Estep 
Score: -20896538.000000 Penalty: 5956.052246
	Iteration 19Q: 3 clusters Score -2.089654e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 102946 members 
Entering Unmasked Estep 
Score: -20896830.000000 Penalty: 5956.052246
	Iteration 20F: 3 clusters Score -2.089683e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 104355 members 
Entering Unmasked Estep 
Score: -20897158.000000 Penalty: 5956.052246
	Iteration 21Q: 3 clusters Score -2.089716e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 105705 members 
Entering Unmasked Estep 
Score: -20897394.000000 Penalty: 5956.052246
	Iteration 22Q: 3 clusters Score -2.089739e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 107147 members 
Entering Unmasked Estep 
Score: -20897754.000000 Penalty: 5956.052246
	Iteration 23Q: 3 clusters Score -2.089775e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 108639 members 
Entering Unmasked Estep 
Score: -20898122.000000 Penalty: 5956.052246
	Iteration 24Q: 3 clusters Score -2.089812e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 110159 members 
Entering Unmasked Estep 
Score: -20898590.000000 Penalty: 5956.052246
	Iteration 25Q: 3 clusters Score -2.089859e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 111681 members 
Entering Unmasked Estep 
Score: -20898764.000000 Penalty: 5956.052246
	Iteration 26Q: 3 clusters Score -2.089876e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 113147 members 
Entering Unmasked Estep 
Score: -20899000.000000 Penalty: 5956.052246
	Iteration 27Q: 3 clusters Score -2.0899e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 114707 members 
Entering Unmasked Estep 
Score: -20899318.000000 Penalty: 5956.052246
	Iteration 28Q: 3 clusters Score -2.089932e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 116201 members 
Entering Unmasked Estep 
Score: -20899544.000000 Penalty: 5956.052246
	Iteration 29Q: 3 clusters Score -2.089954e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 117738 members 
Entering Unmasked Estep 
Score: -20899880.000000 Penalty: 5956.052246
	Iteration 30Q: 3 clusters Score -2.089988e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 119335 members 
Entering Unmasked Estep 
Score: -20900208.000000 Penalty: 5956.052246
	Iteration 31Q: 3 clusters Score -2.090021e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 120932 members 
Entering Unmasked Estep 
Score: -20900408.000000 Penalty: 5956.052246
	Iteration 32Q: 3 clusters Score -2.090041e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 122531 members 
Entering Unmasked Estep 
Score: -20900794.000000 Penalty: 5956.052246
	Iteration 33Q: 3 clusters Score -2.090079e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 124147 members 
Entering Unmasked Estep 
Score: -20901196.000000 Penalty: 5956.052246
	Iteration 34Q: 3 clusters Score -2.09012e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 125845 members 
Entering Unmasked Estep 
Score: -20901588.000000 Penalty: 5956.052246
	Iteration 35Q: 3 clusters Score -2.090159e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 127608 members 
Entering Unmasked Estep 
Score: -20902048.000000 Penalty: 5956.052246
	Iteration 36Q: 3 clusters Score -2.090205e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 129373 members 
Entering Unmasked Estep 
Score: -20902432.000000 Penalty: 5956.052246
	Iteration 37Q: 3 clusters Score -2.090243e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 131135 members 
Entering Unmasked Estep 
Score: -20902956.000000 Penalty: 5956.052246
	Iteration 38Q: 3 clusters Score -2.090296e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 132919 members 
Entering Unmasked Estep 
Score: -20903424.000000 Penalty: 5956.052246
	Iteration 39Q: 3 clusters Score -2.090342e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 134661 members 
Entering Unmasked Estep 
Score: -20903850.000000 Penalty: 5956.052246
	Iteration 40F: 3 clusters Score -2.090385e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 136448 members 
Entering Unmasked Estep 
Score: -20904256.000000 Penalty: 5956.052246
	Iteration 41Q: 3 clusters Score -2.090426e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 138172 members 
Entering Unmasked Estep 
Score: -20904732.000000 Penalty: 5956.052246
	Iteration 42Q: 3 clusters Score -2.090473e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 139808 members 
Entering Unmasked Estep 
Score: -20905172.000000 Penalty: 5956.052246
	Iteration 43Q: 3 clusters Score -2.090517e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 141447 members 
Entering Unmasked Estep 
Score: -20905596.000000 Penalty: 5956.052246
	Iteration 44Q: 3 clusters Score -2.09056e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 143035 members 
Entering Unmasked Estep 
Score: -20905842.000000 Penalty: 5956.052246
	Iteration 45Q: 3 clusters Score -2.090584e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 144538 members 
Entering Unmasked Estep 
Score: -20906218.000000 Penalty: 5956.052246
	Iteration 46Q: 3 clusters Score -2.090622e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 145994 members 
Entering Unmasked Estep 
Score: -20906736.000000 Penalty: 5956.052246
	Iteration 47Q: 3 clusters Score -2.090674e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 147410 members 
Entering Unmasked Estep 
Score: -20907196.000000 Penalty: 5956.052246
	Iteration 48Q: 3 clusters Score -2.09072e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 148762 members 
Entering Unmasked Estep 
Score: -20907580.000000 Penalty: 5956.052246
	Iteration 49Q: 3 clusters Score -2.090758e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 150058 members 
Entering Unmasked Estep 
Score: -20907822.000000 Penalty: 5956.052246
	Iteration 50Q: 3 clusters Score -2.090782e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 151242 members 
Entering Unmasked Estep 
Score: -20908150.000000 Penalty: 5956.052246
	Iteration 51Q: 3 clusters Score -2.090815e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 152315 members 
Entering Unmasked Estep 
Score: -20908342.000000 Penalty: 5956.052246
	Iteration 52Q: 3 clusters Score -2.090834e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 153287 members 
Entering Unmasked Estep 
Score: -20908354.000000 Penalty: 5956.052246
	Iteration 53Q: 3 clusters Score -2.090835e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 154180 members 
Entering Unmasked Estep 
Score: -20908604.000000 Penalty: 5956.052246
	Iteration 54Q: 3 clusters Score -2.09086e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 154976 members 
Entering Unmasked Estep 
Score: -20908780.000000 Penalty: 5956.052246
	Iteration 55Q: 3 clusters Score -2.090878e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 155724 members 
Entering Unmasked Estep 
Score: -20908794.000000 Penalty: 5956.052246
	Iteration 56Q: 3 clusters Score -2.090879e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 156407 members 
Entering Unmasked Estep 
Score: -20908848.000000 Penalty: 5956.052246
	Iteration 57Q: 3 clusters Score -2.090885e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 157031 members 
Entering Unmasked Estep 
Score: -20908928.000000 Penalty: 5956.052246
	Iteration 58Q: 3 clusters Score -2.090893e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 157583 members 
Entering Unmasked Estep 
Score: -20908946.000000 Penalty: 5956.052246
	Iteration 59Q: 3 clusters Score -2.090895e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 158069 members 
Entering Unmasked Estep 
Score: -20909020.000000 Penalty: 5956.052246
	Iteration 60F: 3 clusters Score -2.090902e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 158522 members 
Entering Unmasked Estep 
Score: -20909102.000000 Penalty: 5956.052246
	Iteration 61Q: 3 clusters Score -2.09091e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 158894 members 
Entering Unmasked Estep 
Score: -20909170.000000 Penalty: 5956.052246
	Iteration 62Q: 3 clusters Score -2.090917e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 159211 members 
Entering Unmasked Estep 
Score: -20909162.000000 Penalty: 5956.052246
	Iteration 63Q: 3 clusters Score -2.090916e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 159501 members 
Entering Unmasked Estep 
Score: -20909254.000000 Penalty: 5956.052246
	Iteration 64Q: 3 clusters Score -2.090925e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 159756 members 
Entering Unmasked Estep 
Score: -20909224.000000 Penalty: 5956.052246
	Iteration 65Q: 3 clusters Score -2.090922e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 159981 members 
Entering Unmasked Estep 
Score: -20909270.000000 Penalty: 5956.052246
	Iteration 66Q: 3 clusters Score -2.090927e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 160183 members 
Entering Unmasked Estep 
Score: -20909328.000000 Penalty: 5956.052246
	Iteration 67Q: 3 clusters Score -2.090933e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 160343 members 
Entering Unmasked Estep 
Score: -20909324.000000 Penalty: 5956.052246
	Iteration 68Q: 3 clusters Score -2.090932e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 160496 members 
Entering Unmasked Estep 
Score: -20909354.000000 Penalty: 5956.052246
	Iteration 69Q: 3 clusters Score -2.090935e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 160632 members 
Entering Unmasked Estep 
Score: -20909362.000000 Penalty: 5956.052246
	Iteration 70Q: 3 clusters Score -2.090936e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 160746 members 
Entering Unmasked Estep 
Score: -20909368.000000 Penalty: 5956.052246
	Iteration 71Q: 3 clusters Score -2.090937e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 160859 members 
Entering Unmasked Estep 
Score: -20909418.000000 Penalty: 5956.052246
	Iteration 72Q: 3 clusters Score -2.090942e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 160972 members 
Entering Unmasked Estep 
Score: -20909436.000000 Penalty: 5956.052246
	Iteration 73Q: 3 clusters Score -2.090944e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 161066 members 
Entering Unmasked Estep 
Score: -20909474.000000 Penalty: 5956.052246
	Iteration 74Q: 3 clusters Score -2.090947e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 161149 members 
Entering Unmasked Estep 
Score: -20909458.000000 Penalty: 5956.052246
	Iteration 75Q: 3 clusters Score -2.090946e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 161220 members 
Entering Unmasked Estep 
Score: -20909446.000000 Penalty: 5956.052246
	Iteration 76Q: 3 clusters Score -2.090945e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 161272 members 
Entering Unmasked Estep 
Score: -20909446.000000 Penalty: 5956.052246
	Iteration 77Q: 3 clusters Score -2.090945e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 161320 members 
Entering Unmasked Estep 
Score: -20909448.000000 Penalty: 5956.052246
	Iteration 78Q: 3 clusters Score -2.090945e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 161374 members 
Entering Unmasked Estep 
Score: -20909444.000000 Penalty: 5956.052246
	Iteration 79Q: 3 clusters Score -2.090944e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 161421 members 
Entering Unmasked Estep 
Score: -20909438.000000 Penalty: 5956.052246
	Iteration 80F: 3 clusters Score -2.090944e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 161466 members 
Entering Unmasked Estep 
Score: -20909432.000000 Penalty: 5956.052246
	Iteration 81Q: 3 clusters Score -2.090943e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 161498 members 
Entering Unmasked Estep 
Score: -20909422.000000 Penalty: 5956.052246
	Iteration 82Q: 3 clusters Score -2.090942e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 161533 members 
Entering Unmasked Estep 
Score: -20909410.000000 Penalty: 5956.052246
	Iteration 83Q: 3 clusters Score -2.090941e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 161560 members 
Entering Unmasked Estep 
Score: -20909448.000000 Penalty: 5956.052246
	Iteration 84Q: 3 clusters Score -2.090945e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 161589 members 
Entering Unmasked Estep 
Score: -20909442.000000 Penalty: 5956.052246
	Iteration 85Q: 3 clusters Score -2.090944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 161618 members 
Entering Unmasked Estep 
Score: -20909464.000000 Penalty: 5956.052246
	Iteration 86Q: 3 clusters Score -2.090946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 161634 members 
Entering Unmasked Estep 
Score: -20909454.000000 Penalty: 5956.052246
	Iteration 87Q: 3 clusters Score -2.090945e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 161652 members 
Entering Unmasked Estep 
Score: -20909454.000000 Penalty: 5956.052246
	Iteration 88Q: 3 clusters Score -2.090945e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 161669 members 
Entering Unmasked Estep 
Score: -20909444.000000 Penalty: 5956.052246
	Iteration 89Q: 3 clusters Score -2.090944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 161685 members 
Entering Unmasked Estep 
Score: -20909452.000000 Penalty: 5956.052246
	Iteration 90Q: 3 clusters Score -2.090945e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 161698 members 
Entering Unmasked Estep 
Score: -20909448.000000 Penalty: 5956.052246
	Iteration 91Q: 3 clusters Score -2.090945e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 161721 members 
Entering Unmasked Estep 
Score: -20909452.000000 Penalty: 5956.052246
	Iteration 92Q: 3 clusters Score -2.090945e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 161746 members 
Entering Unmasked Estep 
Score: -20909440.000000 Penalty: 5956.052246
	Iteration 93Q: 3 clusters Score -2.090944e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 161762 members 
Entering Unmasked Estep 
Score: -20909438.000000 Penalty: 5956.052246
	Iteration 94Q: 3 clusters Score -2.090944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 161775 members 
Entering Unmasked Estep 
Score: -20909418.000000 Penalty: 5956.052246
	Iteration 95Q: 3 clusters Score -2.090942e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 161792 members 
Entering Unmasked Estep 
Score: -20909424.000000 Penalty: 5956.052246
	Iteration 96Q: 3 clusters Score -2.090942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 161808 members 
Entering Unmasked Estep 
Score: -20909430.000000 Penalty: 5956.052246
	Iteration 97Q: 3 clusters Score -2.090943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 161818 members 
Entering Unmasked Estep 
Score: -20909436.000000 Penalty: 5956.052246
	Iteration 98Q: 3 clusters Score -2.090944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 161826 members 
Entering Unmasked Estep 
Score: -20909434.000000 Penalty: 5956.052246
	Iteration 99Q: 3 clusters Score -2.090943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 161835 members 
Entering Unmasked Estep 
Score: -20909436.000000 Penalty: 5956.052246
	Iteration 100F: 3 clusters Score -2.090944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 161842 members 
Entering Unmasked Estep 
Score: -20909444.000000 Penalty: 5956.052246
	Iteration 101Q: 3 clusters Score -2.090944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 161849 members 
Entering Unmasked Estep 
Score: -20909446.000000 Penalty: 5956.052246
	Iteration 102Q: 3 clusters Score -2.090945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 161853 members 
Entering Unmasked Estep 
Score: -20909440.000000 Penalty: 5956.052246
	Iteration 103Q: 3 clusters Score -2.090944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 161859 members 
Entering Unmasked Estep 
Score: -20909444.000000 Penalty: 5956.052246
	Iteration 104Q: 3 clusters Score -2.090944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 161869 members 
Entering Unmasked Estep 
Score: -20909458.000000 Penalty: 5956.052246
	Iteration 105Q: 3 clusters Score -2.090946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 161880 members 
Entering Unmasked Estep 
Score: -20909442.000000 Penalty: 5956.052246
	Iteration 106Q: 3 clusters Score -2.090944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 161885 members 
Entering Unmasked Estep 
Score: -20909446.000000 Penalty: 5956.052246
	Iteration 107Q: 3 clusters Score -2.090945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 161890 members 
Entering Unmasked Estep 
Score: -20909454.000000 Penalty: 5956.052246
	Iteration 108Q: 3 clusters Score -2.090945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 161897 members 
Entering Unmasked Estep 
Score: -20909446.000000 Penalty: 5956.052246
	Iteration 109Q: 3 clusters Score -2.090945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 161903 members 
Entering Unmasked Estep 
Score: -20909444.000000 Penalty: 5956.052246
	Iteration 110Q: 3 clusters Score -2.090944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 161909 members 
Entering Unmasked Estep 
Score: -20909436.000000 Penalty: 5956.052246
	Iteration 111Q: 3 clusters Score -2.090944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 161914 members 
Entering Unmasked Estep 
Score: -20909438.000000 Penalty: 5956.052246
	Iteration 112Q: 3 clusters Score -2.090944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 161921 members 
Entering Unmasked Estep 
Score: -20909416.000000 Penalty: 5956.052246
	Iteration 113Q: 3 clusters Score -2.090942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 161927 members 
Entering Unmasked Estep 
Score: -20909412.000000 Penalty: 5956.052246
	Iteration 114Q: 3 clusters Score -2.090941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 161935 members 
Entering Unmasked Estep 
Score: -20909412.000000 Penalty: 5956.052246
	Iteration 115Q: 3 clusters Score -2.090941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 161943 members 
Entering Unmasked Estep 
Score: -20909398.000000 Penalty: 5956.052246
	Iteration 116Q: 3 clusters Score -2.09094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 161949 members 
Entering Unmasked Estep 
Score: -20909428.000000 Penalty: 5956.052246
	Iteration 117Q: 3 clusters Score -2.090943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 161952 members 
Entering Unmasked Estep 
Score: -20909440.000000 Penalty: 5956.052246
	Iteration 118Q: 3 clusters Score -2.090944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 161954 members 
Entering Unmasked Estep 
Score: -20909432.000000 Penalty: 5956.052246
	Iteration 119Q: 3 clusters Score -2.090943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 161956 members 
Entering Unmasked Estep 
Score: -20909434.000000 Penalty: 5956.052246
	Iteration 120F: 3 clusters Score -2.090943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Entering Unmasked Estep 
Score: -1188287.250000 Penalty: 2280.290283
	Iteration 0F: 2 clusters Score -1188287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1180821.875000 Penalty: 4560.580566
	Iteration 0F: 3 clusters Score -1180822 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1183375.875000 Penalty: 4560.580566
	Iteration 1F: 3 clusters Score -1183376 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1184136.625000 Penalty: 4560.580566
	Iteration 2F: 3 clusters Score -1184137 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1185044.000000 Penalty: 4560.580566
	Iteration 3F: 3 clusters Score -1185044 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1186000.875000 Penalty: 4560.580566
	Iteration 4F: 3 clusters Score -1186001 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1186722.750000 Penalty: 4560.580566
	Iteration 5F: 3 clusters Score -1186723 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1187112.375000 Penalty: 4560.580566
	Iteration 6F: 3 clusters Score -1187112 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1187323.000000 Penalty: 4560.580566
	Iteration 7Q: 3 clusters Score -1187323 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1187438.125000 Penalty: 4560.580566
	Iteration 8Q: 3 clusters Score -1187438 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1187511.250000 Penalty: 4560.580566
	Iteration 9Q: 3 clusters Score -1187511 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1187555.250000 Penalty: 4560.580566
	Iteration 10Q: 3 clusters Score -1187555 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1187605.375000 Penalty: 4560.580566
	Iteration 11Q: 3 clusters Score -1187605 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1187636.875000 Penalty: 4560.580566
	Iteration 12Q: 3 clusters Score -1187637 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1187661.750000 Penalty: 4560.580566
	Iteration 13Q: 3 clusters Score -1187662 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1187684.375000 Penalty: 4560.580566
	Iteration 14Q: 3 clusters Score -1187684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1187699.000000 Penalty: 4560.580566
	Iteration 15Q: 3 clusters Score -1187699 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1187709.500000 Penalty: 4560.580566
	Iteration 16Q: 3 clusters Score -1187710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1187719.625000 Penalty: 4560.580566
	Iteration 17Q: 3 clusters Score -1187720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1187728.750000 Penalty: 4560.580566
	Iteration 18Q: 3 clusters Score -1187729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1187739.500000 Penalty: 4560.580566
	Iteration 19Q: 3 clusters Score -1187740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1187743.250000 Penalty: 4560.580566
	Iteration 20F: 3 clusters Score -1187743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1187749.250000 Penalty: 4560.580566
	Iteration 21Q: 3 clusters Score -1187749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1187750.125000 Penalty: 4560.580566
	Iteration 22Q: 3 clusters Score -1187750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1187749.750000 Penalty: 4560.580566
	Iteration 23Q: 3 clusters Score -1187750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1187753.250000 Penalty: 4560.580566
	Iteration 24Q: 3 clusters Score -1187753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1187757.250000 Penalty: 4560.580566
	Iteration 25Q: 3 clusters Score -1187757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1187761.500000 Penalty: 4560.580566
	Iteration 26Q: 3 clusters Score -1187762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1187761.000000 Penalty: 4560.580566
	Iteration 27Q: 3 clusters Score -1187761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1187762.000000 Penalty: 4560.580566
	Iteration 28Q: 3 clusters Score -1187762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1187765.125000 Penalty: 4560.580566
	Iteration 29Q: 3 clusters Score -1187765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1187768.375000 Penalty: 4560.580566
	Iteration 30Q: 3 clusters Score -1187768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1187770.375000 Penalty: 4560.580566
	Iteration 31Q: 3 clusters Score -1187770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1187772.000000 Penalty: 4560.580566
	Iteration 32Q: 3 clusters Score -1187772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1187772.375000 Penalty: 4560.580566
	Iteration 33Q: 3 clusters Score -1187772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1187773.625000 Penalty: 4560.580566
	Iteration 34Q: 3 clusters Score -1187774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1187773.625000 Penalty: 4560.580566
	Iteration 35F: 3 clusters Score -1187774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (86762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Entering Unmasked Estep 
Score: -11102064.000000 Penalty: 2819.989258
	Iteration 0F: 2 clusters Score -1.110206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -11044079.000000 Penalty: 5639.978516
	Iteration 0F: 3 clusters Score -1.104408e+07 nChanged 40987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -11067306.000000 Penalty: 5639.978516
	Iteration 1F: 3 clusters Score -1.106731e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -11068264.000000 Penalty: 5639.978516
	Iteration 2Q: 3 clusters Score -1.106826e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -11069332.000000 Penalty: 5639.978516
	Iteration 3Q: 3 clusters Score -1.106933e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -11070925.000000 Penalty: 5639.978516
	Iteration 4Q: 3 clusters Score -1.107092e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -11073759.000000 Penalty: 5639.978516
	Iteration 5F: 3 clusters Score -1.107376e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -11078587.000000 Penalty: 5639.978516
	Iteration 6F: 3 clusters Score -1.107859e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -11085354.000000 Penalty: 5639.978516
	Iteration 7F: 3 clusters Score -1.108535e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76390 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -11092424.000000 Penalty: 5639.978516
	Iteration 8F: 3 clusters Score -1.109242e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -11096739.000000 Penalty: 5639.978516
	Iteration 9F: 3 clusters Score -1.109674e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82549 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -11098991.000000 Penalty: 5639.978516
	Iteration 10Q: 3 clusters Score -1.109899e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83206 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -11100044.000000 Penalty: 5639.978516
	Iteration 11Q: 3 clusters Score -1.110004e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83370 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -11100459.000000 Penalty: 5639.978516
	Iteration 12Q: 3 clusters Score -1.110046e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83416 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -11100656.000000 Penalty: 5639.978516
	Iteration 13Q: 3 clusters Score -1.110066e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83453 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -11100711.000000 Penalty: 5639.978516
	Iteration 14Q: 3 clusters Score -1.110071e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83486 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -11100741.000000 Penalty: 5639.978516
	Iteration 15Q: 3 clusters Score -1.110074e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83510 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -11100790.000000 Penalty: 5639.978516
	Iteration 16Q: 3 clusters Score -1.110079e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83530 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -11100798.000000 Penalty: 5639.978516
	Iteration 17Q: 3 clusters Score -1.11008e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83537 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -11100803.000000 Penalty: 5639.978516
	Iteration 18Q: 3 clusters Score -1.11008e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83547 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -11100806.000000 Penalty: 5639.978516
	Iteration 19Q: 3 clusters Score -1.110081e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -11100809.000000 Penalty: 5639.978516
	Iteration 20F: 3 clusters Score -1.110081e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83557 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -11100822.000000 Penalty: 5639.978516
	Iteration 21Q: 3 clusters Score -1.110082e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -11100824.000000 Penalty: 5639.978516
	Iteration 22Q: 3 clusters Score -1.110082e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83583 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -11100837.000000 Penalty: 5639.978516
	Iteration 23Q: 3 clusters Score -1.110084e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -11100832.000000 Penalty: 5639.978516
	Iteration 24Q: 3 clusters Score -1.110083e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83589 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -11100856.000000 Penalty: 5639.978516
	Iteration 25Q: 3 clusters Score -1.110086e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83595 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -11100857.000000 Penalty: 5639.978516
	Iteration 26Q: 3 clusters Score -1.110086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -11100876.000000 Penalty: 5639.978516
	Iteration 27Q: 3 clusters Score -1.110088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -11100879.000000 Penalty: 5639.978516
	Iteration 28Q: 3 clusters Score -1.110088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -11100882.000000 Penalty: 5639.978516
	Iteration 29Q: 3 clusters Score -1.110088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -11100892.000000 Penalty: 5639.978516
	Iteration 30Q: 3 clusters Score -1.110089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -11100890.000000 Penalty: 5639.978516
	Iteration 31Q: 3 clusters Score -1.110089e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83622 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -11100903.000000 Penalty: 5639.978516
	Iteration 32Q: 3 clusters Score -1.11009e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83631 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -11100914.000000 Penalty: 5639.978516
	Iteration 33Q: 3 clusters Score -1.110091e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83638 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -11100933.000000 Penalty: 5639.978516
	Iteration 34Q: 3 clusters Score -1.110093e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83633 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -11100922.000000 Penalty: 5639.978516
	Iteration 35Q: 3 clusters Score -1.110092e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -11100927.000000 Penalty: 5639.978516
	Iteration 36Q: 3 clusters Score -1.110093e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83644 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -11100939.000000 Penalty: 5639.978516
	Iteration 37Q: 3 clusters Score -1.110094e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -11100927.000000 Penalty: 5639.978516
	Iteration 38Q: 3 clusters Score -1.110093e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83638 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -11100939.000000 Penalty: 5639.978516
	Iteration 39Q: 3 clusters Score -1.110094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -11100936.000000 Penalty: 5639.978516
	Iteration 40F: 3 clusters Score -1.110094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -11100936.000000 Penalty: 5639.978516
	Iteration 41Q: 3 clusters Score -1.110094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83641 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -11100930.000000 Penalty: 5639.978516
	Iteration 42Q: 3 clusters Score -1.110093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83644 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -11100938.000000 Penalty: 5639.978516
	Iteration 43Q: 3 clusters Score -1.110094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83644 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -11100931.000000 Penalty: 5639.978516
	Iteration 44Q: 3 clusters Score -1.110093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83649 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -11100938.000000 Penalty: 5639.978516
	Iteration 45Q: 3 clusters Score -1.110094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -11100932.000000 Penalty: 5639.978516
	Iteration 46Q: 3 clusters Score -1.110093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -11100932.000000 Penalty: 5639.978516
	Iteration 47F: 3 clusters Score -1.110093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (63508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Entering Unmasked Estep 
Score: -7788948.000000 Penalty: 2742.612305
	Iteration 0F: 2 clusters Score -7788948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -7746686.000000 Penalty: 5485.224609
	Iteration 0F: 3 clusters Score -7746686 nChanged 29600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -7764908.500000 Penalty: 5485.224609
	Iteration 1F: 3 clusters Score -7764908 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -7768255.500000 Penalty: 5485.224609
	Iteration 2F: 3 clusters Score -7768256 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -7771936.500000 Penalty: 5485.224609
	Iteration 3F: 3 clusters Score -7771936 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -7775977.500000 Penalty: 5485.224609
	Iteration 4F: 3 clusters Score -7775978 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -7779819.500000 Penalty: 5485.224609
	Iteration 5F: 3 clusters Score -7779820 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -7782523.500000 Penalty: 5485.224609
	Iteration 6F: 3 clusters Score -7782524 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -7783783.000000 Penalty: 5485.224609
	Iteration 7Q: 3 clusters Score -7783783 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -7784438.000000 Penalty: 5485.224609
	Iteration 8Q: 3 clusters Score -7784438 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -7784751.500000 Penalty: 5485.224609
	Iteration 9Q: 3 clusters Score -7784752 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -7784943.500000 Penalty: 5485.224609
	Iteration 10Q: 3 clusters Score -7784944 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -7785155.500000 Penalty: 5485.224609
	Iteration 11Q: 3 clusters Score -7785156 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -7785462.000000 Penalty: 5485.224609
	Iteration 12Q: 3 clusters Score -7785462 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -7785803.000000 Penalty: 5485.224609
	Iteration 13Q: 3 clusters Score -7785803 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -7786368.500000 Penalty: 5485.224609
	Iteration 14Q: 3 clusters Score -7786368 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -7787130.500000 Penalty: 5485.224609
	Iteration 15Q: 3 clusters Score -7787130 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
Score: -7788462.500000 Penalty: 5485.224609
	Iteration 16Q: 3 clusters Score -7788462 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -7790355.000000 Penalty: 5485.224609
	Iteration 17Q: 3 clusters Score -7790355 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -7792129.500000 Penalty: 5485.224609
	Iteration 18Q: 3 clusters Score -7792130 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 57915 members 
Entering Unmasked Estep 
Score: -7792661.500000 Penalty: 5485.224609
	Iteration 19Q: 3 clusters Score -7792662 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
Score: -7792837.500000 Penalty: 5485.224609
	Iteration 20F: 3 clusters Score -7792838 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -7792935.500000 Penalty: 5485.224609
	Iteration 21Q: 3 clusters Score -7792936 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 59076 members 
Entering Unmasked Estep 
Score: -7793013.000000 Penalty: 5485.224609
	Iteration 22Q: 3 clusters Score -7793013 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -7793037.000000 Penalty: 5485.224609
	Iteration 23Q: 3 clusters Score -7793037 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -7793051.000000 Penalty: 5485.224609
	Iteration 24Q: 3 clusters Score -7793051 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -7793058.000000 Penalty: 5485.224609
	Iteration 25Q: 3 clusters Score -7793058 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 59552 members 
Entering Unmasked Estep 
Score: -7793058.000000 Penalty: 5485.224609
	Iteration 26Q: 3 clusters Score -7793058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 59603 members 
Entering Unmasked Estep 
Score: -7793053.500000 Penalty: 5485.224609
	Iteration 27Q: 3 clusters Score -7793054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 59636 members 
Entering Unmasked Estep 
Score: -7793072.000000 Penalty: 5485.224609
	Iteration 28Q: 3 clusters Score -7793072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
Score: -7793059.500000 Penalty: 5485.224609
	Iteration 29Q: 3 clusters Score -7793060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -7793055.000000 Penalty: 5485.224609
	Iteration 30Q: 3 clusters Score -7793055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 59687 members 
Entering Unmasked Estep 
Score: -7793062.500000 Penalty: 5485.224609
	Iteration 31Q: 3 clusters Score -7793062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -7793068.500000 Penalty: 5485.224609
	Iteration 32Q: 3 clusters Score -7793068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -7793070.500000 Penalty: 5485.224609
	Iteration 33Q: 3 clusters Score -7793070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -7793080.500000 Penalty: 5485.224609
	Iteration 34Q: 3 clusters Score -7793080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -7793083.500000 Penalty: 5485.224609
	Iteration 35Q: 3 clusters Score -7793084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -7793078.000000 Penalty: 5485.224609
	Iteration 36Q: 3 clusters Score -7793078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 59729 members 
Entering Unmasked Estep 
Score: -7793077.000000 Penalty: 5485.224609
	Iteration 37Q: 3 clusters Score -7793077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -7793080.000000 Penalty: 5485.224609
	Iteration 38Q: 3 clusters Score -7793080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -7793088.000000 Penalty: 5485.224609
	Iteration 39Q: 3 clusters Score -7793088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 59742 members 
Entering Unmasked Estep 
Score: -7793081.000000 Penalty: 5485.224609
	Iteration 40F: 3 clusters Score -7793081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
Score: -7793078.500000 Penalty: 5485.224609
	Iteration 41Q: 3 clusters Score -7793078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -7793080.000000 Penalty: 5485.224609
	Iteration 42Q: 3 clusters Score -7793080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
Score: -7793090.000000 Penalty: 5485.224609
	Iteration 43Q: 3 clusters Score -7793090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -7793088.500000 Penalty: 5485.224609
	Iteration 44Q: 3 clusters Score -7793088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -7793083.000000 Penalty: 5485.224609
	Iteration 45Q: 3 clusters Score -7793083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -7793083.000000 Penalty: 5485.224609
	Iteration 46Q: 3 clusters Score -7793083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -7793089.000000 Penalty: 5485.224609
	Iteration 47Q: 3 clusters Score -7793089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 59766 members 
Entering Unmasked Estep 
Score: -7793086.000000 Penalty: 5485.224609
	Iteration 48Q: 3 clusters Score -7793086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -7793097.500000 Penalty: 5485.224609
	Iteration 49Q: 3 clusters Score -7793098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -7793100.500000 Penalty: 5485.224609
	Iteration 50Q: 3 clusters Score -7793100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -7793096.500000 Penalty: 5485.224609
	Iteration 51Q: 3 clusters Score -7793096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -7793090.000000 Penalty: 5485.224609
	Iteration 52Q: 3 clusters Score -7793090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -7793091.500000 Penalty: 5485.224609
	Iteration 53Q: 3 clusters Score -7793092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -7793098.000000 Penalty: 5485.224609
	Iteration 54Q: 3 clusters Score -7793098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -7793099.500000 Penalty: 5485.224609
	Iteration 55Q: 3 clusters Score -7793100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -7793103.000000 Penalty: 5485.224609
	Iteration 56Q: 3 clusters Score -7793103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -7793101.000000 Penalty: 5485.224609
	Iteration 57Q: 3 clusters Score -7793101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -7793101.000000 Penalty: 5485.224609
	Iteration 58F: 3 clusters Score -7793101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 59781 members 
Mstep: Class 4 contains 6182 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 7 contains 165707 members 
Mstep: Class 8 contains 73831 members 
Mstep: Class 9 contains 1524 members 
Mstep: Class 10 contains 164090 members 
Mstep: Class 11 contains 9845 members 
Mstep: Class 12 contains 86762 members 
Mstep: Class 13 contains 3727 members 
Mstep: Class 14 contains 220132 members 
Mstep: Class 16 contains 61790 members 
Mstep: Class 18 contains 82977 members 
Mstep: Class 19 contains 15802 members 
Mstep: Class 20 contains 165840 members 
Mstep: Class 21 contains 156886 members 
Mstep: Class 22 contains 4781 members 
Entering Unmasked Estep 
Score: -161230512.000000 Penalty: 62812.476562
Splitting cluster 13 changes total score from -161222560.000000 to -161230512.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 14 (220132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220132 members 
Entering Unmasked Estep 
Score: -27862088.000000 Penalty: 3050.891846
	Iteration 0F: 2 clusters Score -2.786209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109755 members 
Mstep: Class 2 contains 110377 members 
Entering Unmasked Estep 
Score: -27725660.000000 Penalty: 6101.783691
	Iteration 0F: 3 clusters Score -2.772566e+07 nChanged 105897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104150 members 
Mstep: Class 2 contains 115982 members 
Entering Unmasked Estep 
Score: -27787712.000000 Penalty: 6101.783691
	Iteration 1F: 3 clusters Score -2.778771e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100343 members 
Mstep: Class 2 contains 119789 members 
Entering Unmasked Estep 
Score: -27788834.000000 Penalty: 6101.783691
	Iteration 2Q: 3 clusters Score -2.778883e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 125862 members 
Entering Unmasked Estep 
Score: -27790986.000000 Penalty: 6101.783691
	Iteration 3Q: 3 clusters Score -2.779099e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 135168 members 
Entering Unmasked Estep 
Score: -27795270.000000 Penalty: 6101.783691
	Iteration 4Q: 3 clusters Score -2.779527e+07 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 148900 members 
Entering Unmasked Estep 
Score: -27803884.000000 Penalty: 6101.783691
	Iteration 5F: 3 clusters Score -2.780388e+07 nChanged 18490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 167252 members 
Entering Unmasked Estep 
Score: -27817200.000000 Penalty: 6101.783691
	Iteration 6F: 3 clusters Score -2.78172e+07 nChanged 20488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 187680 members 
Entering Unmasked Estep 
Score: -27834086.000000 Penalty: 6101.783691
	Iteration 7F: 3 clusters Score -2.783409e+07 nChanged 16356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 204008 members 
Entering Unmasked Estep 
Score: -27846344.000000 Penalty: 6101.783691
	Iteration 8F: 3 clusters Score -2.784634e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 213222 members 
Entering Unmasked Estep 
Score: -27853680.000000 Penalty: 6101.783691
	Iteration 9Q: 3 clusters Score -2.785368e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 217231 members 
Entering Unmasked Estep 
Score: -27857060.000000 Penalty: 6101.783691
	Iteration 10Q: 3 clusters Score -2.785706e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 218778 members 
Entering Unmasked Estep 
Score: -27858358.000000 Penalty: 6101.783691
	Iteration 11Q: 3 clusters Score -2.785836e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 219330 members 
Entering Unmasked Estep 
Score: -27858840.000000 Penalty: 6101.783691
	Iteration 12Q: 3 clusters Score -2.785884e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 219564 members 
Entering Unmasked Estep 
Score: -27859034.000000 Penalty: 6101.783691
	Iteration 13Q: 3 clusters Score -2.785903e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 219664 members 
Entering Unmasked Estep 
Score: -27859110.000000 Penalty: 6101.783691
	Iteration 14Q: 3 clusters Score -2.785911e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 219720 members 
Entering Unmasked Estep 
Score: -27859204.000000 Penalty: 6101.783691
	Iteration 15Q: 3 clusters Score -2.78592e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 219753 members 
Entering Unmasked Estep 
Score: -27859256.000000 Penalty: 6101.783691
	Iteration 16Q: 3 clusters Score -2.785926e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 219770 members 
Entering Unmasked Estep 
Score: -27859282.000000 Penalty: 6101.783691
	Iteration 17Q: 3 clusters Score -2.785928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 219780 members 
Entering Unmasked Estep 
Score: -27859288.000000 Penalty: 6101.783691
	Iteration 18Q: 3 clusters Score -2.785929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 219784 members 
Entering Unmasked Estep 
Score: -27859304.000000 Penalty: 6101.783691
	Iteration 19Q: 3 clusters Score -2.78593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 219786 members 
Entering Unmasked Estep 
Score: -27859294.000000 Penalty: 6101.783691
	Iteration 20F: 3 clusters Score -2.785929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 219791 members 
Entering Unmasked Estep 
Score: -27859304.000000 Penalty: 6101.783691
	Iteration 21Q: 3 clusters Score -2.78593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 219798 members 
Entering Unmasked Estep 
Score: -27859314.000000 Penalty: 6101.783691
	Iteration 22Q: 3 clusters Score -2.785931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 219801 members 
Entering Unmasked Estep 
Score: -27859314.000000 Penalty: 6101.783691
	Iteration 23Q: 3 clusters Score -2.785931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 219805 members 
Entering Unmasked Estep 
Score: -27859312.000000 Penalty: 6101.783691
	Iteration 24Q: 3 clusters Score -2.785931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 219805 members 
Entering Unmasked Estep 
Score: -27859326.000000 Penalty: 6101.783691
	Iteration 25Q: 3 clusters Score -2.785933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 219808 members 
Entering Unmasked Estep 
Score: -27859342.000000 Penalty: 6101.783691
	Iteration 26Q: 3 clusters Score -2.785934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 219811 members 
Entering Unmasked Estep 
Score: -27859350.000000 Penalty: 6101.783691
	Iteration 27Q: 3 clusters Score -2.785935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 219810 members 
Entering Unmasked Estep 
Score: -27859342.000000 Penalty: 6101.783691
	Iteration 28Q: 3 clusters Score -2.785934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 219812 members 
Entering Unmasked Estep 
Score: -27859334.000000 Penalty: 6101.783691
	Iteration 29Q: 3 clusters Score -2.785933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 219812 members 
Entering Unmasked Estep 
Score: -27859340.000000 Penalty: 6101.783691
	Iteration 30Q: 3 clusters Score -2.785934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 219813 members 
Entering Unmasked Estep 
Score: -27859332.000000 Penalty: 6101.783691
	Iteration 31Q: 3 clusters Score -2.785933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 219814 members 
Entering Unmasked Estep 
Score: -27859332.000000 Penalty: 6101.783691
	Iteration 32Q: 3 clusters Score -2.785933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 219815 members 
Entering Unmasked Estep 
Score: -27859342.000000 Penalty: 6101.783691
	Iteration 33Q: 3 clusters Score -2.785934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 219815 members 
Entering Unmasked Estep 
Score: -27859342.000000 Penalty: 6101.783691
	Iteration 34F: 3 clusters Score -2.785934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (61790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Entering Unmasked Estep 
Score: -8044744.500000 Penalty: 2735.811279
	Iteration 0F: 2 clusters Score -8044744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -8003616.500000 Penalty: 5471.622559
	Iteration 0F: 3 clusters Score -8003616 nChanged 28490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -8019364.000000 Penalty: 5471.622559
	Iteration 1F: 3 clusters Score -8019364 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -8020021.500000 Penalty: 5471.622559
	Iteration 2Q: 3 clusters Score -8020022 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -8020789.000000 Penalty: 5471.622559
	Iteration 3Q: 3 clusters Score -8020789 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -8021802.500000 Penalty: 5471.622559
	Iteration 4Q: 3 clusters Score -8021802 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -8023429.000000 Penalty: 5471.622559
	Iteration 5Q: 3 clusters Score -8023429 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -8025878.000000 Penalty: 5471.622559
	Iteration 6F: 3 clusters Score -8025878 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -8029427.500000 Penalty: 5471.622559
	Iteration 7F: 3 clusters Score -8029428 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -8033889.500000 Penalty: 5471.622559
	Iteration 8F: 3 clusters Score -8033890 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -8038031.000000 Penalty: 5471.622559
	Iteration 9F: 3 clusters Score -8038031 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -8040582.500000 Penalty: 5471.622559
	Iteration 10Q: 3 clusters Score -8040582 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 61013 members 
Entering Unmasked Estep 
Score: -8041653.000000 Penalty: 5471.622559
	Iteration 11Q: 3 clusters Score -8041653 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -8042004.500000 Penalty: 5471.622559
	Iteration 12Q: 3 clusters Score -8042004 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -8042149.500000 Penalty: 5471.622559
	Iteration 13Q: 3 clusters Score -8042150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -8042212.000000 Penalty: 5471.622559
	Iteration 14Q: 3 clusters Score -8042212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -8042246.500000 Penalty: 5471.622559
	Iteration 15Q: 3 clusters Score -8042246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -8042270.500000 Penalty: 5471.622559
	Iteration 16Q: 3 clusters Score -8042270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -8042292.500000 Penalty: 5471.622559
	Iteration 17Q: 3 clusters Score -8042292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -8042314.000000 Penalty: 5471.622559
	Iteration 18Q: 3 clusters Score -8042314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -8042321.500000 Penalty: 5471.622559
	Iteration 19Q: 3 clusters Score -8042322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -8042342.000000 Penalty: 5471.622559
	Iteration 20F: 3 clusters Score -8042342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 61597 members 
Entering Unmasked Estep 
Score: -8042344.000000 Penalty: 5471.622559
	Iteration 21Q: 3 clusters Score -8042344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -8042345.000000 Penalty: 5471.622559
	Iteration 22Q: 3 clusters Score -8042345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -8042345.000000 Penalty: 5471.622559
	Iteration 23F: 3 clusters Score -8042345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (82977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82977 members 
Entering Unmasked Estep 
Score: -10505530.000000 Penalty: 2808.927002
	Iteration 0F: 2 clusters Score -1.050553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -10450189.000000 Penalty: 5617.854004
	Iteration 0F: 3 clusters Score -1.045019e+07 nChanged 39171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -10472053.000000 Penalty: 5617.854004
	Iteration 1F: 3 clusters Score -1.047205e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -10472674.000000 Penalty: 5617.854004
	Iteration 2Q: 3 clusters Score -1.047267e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -10473466.000000 Penalty: 5617.854004
	Iteration 3Q: 3 clusters Score -1.047347e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -10474325.000000 Penalty: 5617.854004
	Iteration 4Q: 3 clusters Score -1.047432e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -10475527.000000 Penalty: 5617.854004
	Iteration 5Q: 3 clusters Score -1.047553e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -10477196.000000 Penalty: 5617.854004
	Iteration 6Q: 3 clusters Score -1.04772e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -10479493.000000 Penalty: 5617.854004
	Iteration 7F: 3 clusters Score -1.047949e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -10482259.000000 Penalty: 5617.854004
	Iteration 8F: 3 clusters Score -1.048226e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -10485549.000000 Penalty: 5617.854004
	Iteration 9F: 3 clusters Score -1.048555e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -10489156.000000 Penalty: 5617.854004
	Iteration 10F: 3 clusters Score -1.048916e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -10492926.000000 Penalty: 5617.854004
	Iteration 11F: 3 clusters Score -1.049293e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69571 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -10496203.000000 Penalty: 5617.854004
	Iteration 12F: 3 clusters Score -1.04962e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72749 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -10498681.000000 Penalty: 5617.854004
	Iteration 13Q: 3 clusters Score -1.049868e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74998 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -10500304.000000 Penalty: 5617.854004
	Iteration 14Q: 3 clusters Score -1.05003e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76622 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -10501577.000000 Penalty: 5617.854004
	Iteration 15Q: 3 clusters Score -1.050158e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77783 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -10502476.000000 Penalty: 5617.854004
	Iteration 16Q: 3 clusters Score -1.050248e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78571 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -10503127.000000 Penalty: 5617.854004
	Iteration 17Q: 3 clusters Score -1.050313e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79104 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -10504024.000000 Penalty: 5617.854004
	Iteration 18Q: 3 clusters Score -1.050402e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -10504780.000000 Penalty: 5617.854004
	Iteration 19Q: 3 clusters Score -1.050478e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79520 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -10504910.000000 Penalty: 5617.854004
	Iteration 20F: 3 clusters Score -1.050491e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79607 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -10504987.000000 Penalty: 5617.854004
	Iteration 21Q: 3 clusters Score -1.050499e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79651 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -10504994.000000 Penalty: 5617.854004
	Iteration 22Q: 3 clusters Score -1.050499e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -10505000.000000 Penalty: 5617.854004
	Iteration 23Q: 3 clusters Score -1.0505e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79677 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -10505020.000000 Penalty: 5617.854004
	Iteration 24Q: 3 clusters Score -1.050502e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79680 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -10505017.000000 Penalty: 5617.854004
	Iteration 25Q: 3 clusters Score -1.050502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79685 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -10505036.000000 Penalty: 5617.854004
	Iteration 26Q: 3 clusters Score -1.050504e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79685 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -10505031.000000 Penalty: 5617.854004
	Iteration 27Q: 3 clusters Score -1.050503e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79687 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -10505039.000000 Penalty: 5617.854004
	Iteration 28Q: 3 clusters Score -1.050504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79688 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -10505035.000000 Penalty: 5617.854004
	Iteration 29Q: 3 clusters Score -1.050504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79689 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -10505036.000000 Penalty: 5617.854004
	Iteration 30Q: 3 clusters Score -1.050504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79687 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -10505045.000000 Penalty: 5617.854004
	Iteration 31Q: 3 clusters Score -1.050504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79686 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -10505050.000000 Penalty: 5617.854004
	Iteration 32Q: 3 clusters Score -1.050505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79687 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -10505049.000000 Penalty: 5617.854004
	Iteration 33Q: 3 clusters Score -1.050505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79687 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -10505049.000000 Penalty: 5617.854004
	Iteration 34F: 3 clusters Score -1.050505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Entering Unmasked Estep 
Score: -2060290.000000 Penalty: 2397.637207
	Iteration 0F: 2 clusters Score -2060290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2048931.625000 Penalty: 4795.274414
	Iteration 0F: 3 clusters Score -2048932 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2052499.250000 Penalty: 4795.274414
	Iteration 1F: 3 clusters Score -2052499 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2052814.375000 Penalty: 4795.274414
	Iteration 2F: 3 clusters Score -2052814 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2053049.750000 Penalty: 4795.274414
	Iteration 3Q: 3 clusters Score -2053050 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2053228.375000 Penalty: 4795.274414
	Iteration 4Q: 3 clusters Score -2053228 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2053382.375000 Penalty: 4795.274414
	Iteration 5Q: 3 clusters Score -2053382 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2053528.375000 Penalty: 4795.274414
	Iteration 6Q: 3 clusters Score -2053528 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2053670.750000 Penalty: 4795.274414
	Iteration 7Q: 3 clusters Score -2053671 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2053828.875000 Penalty: 4795.274414
	Iteration 8Q: 3 clusters Score -2053829 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2054025.500000 Penalty: 4795.274414
	Iteration 9Q: 3 clusters Score -2054026 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2054292.125000 Penalty: 4795.274414
	Iteration 10Q: 3 clusters Score -2054292 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2054639.125000 Penalty: 4795.274414
	Iteration 11Q: 3 clusters Score -2054639 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2055035.750000 Penalty: 4795.274414
	Iteration 12Q: 3 clusters Score -2055036 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2055563.500000 Penalty: 4795.274414
	Iteration 13Q: 3 clusters Score -2055564 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2056143.875000 Penalty: 4795.274414
	Iteration 14Q: 3 clusters Score -2056144 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2056686.500000 Penalty: 4795.274414
	Iteration 15Q: 3 clusters Score -2056686 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2057189.375000 Penalty: 4795.274414
	Iteration 16Q: 3 clusters Score -2057189 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2057523.125000 Penalty: 4795.274414
	Iteration 17Q: 3 clusters Score -2057523 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2057761.125000 Penalty: 4795.274414
	Iteration 18Q: 3 clusters Score -2057761 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2057901.125000 Penalty: 4795.274414
	Iteration 19Q: 3 clusters Score -2057901 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2057987.375000 Penalty: 4795.274414
	Iteration 20F: 3 clusters Score -2057987 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2058047.750000 Penalty: 4795.274414
	Iteration 21Q: 3 clusters Score -2058048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2058076.375000 Penalty: 4795.274414
	Iteration 22Q: 3 clusters Score -2058076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2058106.250000 Penalty: 4795.274414
	Iteration 23Q: 3 clusters Score -2058106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2058135.625000 Penalty: 4795.274414
	Iteration 24Q: 3 clusters Score -2058136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2058163.625000 Penalty: 4795.274414
	Iteration 25Q: 3 clusters Score -2058164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2058183.625000 Penalty: 4795.274414
	Iteration 26Q: 3 clusters Score -2058184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2058191.875000 Penalty: 4795.274414
	Iteration 27Q: 3 clusters Score -2058192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2058201.500000 Penalty: 4795.274414
	Iteration 28Q: 3 clusters Score -2058202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2058206.625000 Penalty: 4795.274414
	Iteration 29Q: 3 clusters Score -2058207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2058208.375000 Penalty: 4795.274414
	Iteration 30Q: 3 clusters Score -2058208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2058209.750000 Penalty: 4795.274414
	Iteration 31Q: 3 clusters Score -2058210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2058211.625000 Penalty: 4795.274414
	Iteration 32Q: 3 clusters Score -2058212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2058214.000000 Penalty: 4795.274414
	Iteration 33Q: 3 clusters Score -2058214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2058216.375000 Penalty: 4795.274414
	Iteration 34Q: 3 clusters Score -2058216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2058217.875000 Penalty: 4795.274414
	Iteration 35Q: 3 clusters Score -2058218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2058219.875000 Penalty: 4795.274414
	Iteration 36Q: 3 clusters Score -2058220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2058221.750000 Penalty: 4795.274414
	Iteration 37Q: 3 clusters Score -2058222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2058227.625000 Penalty: 4795.274414
	Iteration 38Q: 3 clusters Score -2058228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2058233.500000 Penalty: 4795.274414
	Iteration 39Q: 3 clusters Score -2058234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2058234.750000 Penalty: 4795.274414
	Iteration 40F: 3 clusters Score -2058235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (165840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165840 members 
Entering Unmasked Estep 
Score: -21055566.000000 Penalty: 2980.657227
	Iteration 0F: 2 clusters Score -2.105557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 82678 members 
Entering Unmasked Estep 
Score: -20953908.000000 Penalty: 5961.314453
	Iteration 0F: 3 clusters Score -2.095391e+07 nChanged 79674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 79626 members 
Entering Unmasked Estep 
Score: -21001026.000000 Penalty: 5961.314453
	Iteration 1F: 3 clusters Score -2.100103e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88210 members 
Mstep: Class 2 contains 77630 members 
Entering Unmasked Estep 
Score: -21003074.000000 Penalty: 5961.314453
	Iteration 2Q: 3 clusters Score -2.100307e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91125 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -21005564.000000 Penalty: 5961.314453
	Iteration 3Q: 3 clusters Score -2.100556e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 70893 members 
Entering Unmasked Estep 
Score: -21009294.000000 Penalty: 5961.314453
	Iteration 4Q: 3 clusters Score -2.100929e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99777 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -21014852.000000 Penalty: 5961.314453
	Iteration 5F: 3 clusters Score -2.101485e+07 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105072 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -21021620.000000 Penalty: 5961.314453
	Iteration 6F: 3 clusters Score -2.102162e+07 nChanged 11023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110197 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -21029856.000000 Penalty: 5961.314453
	Iteration 7F: 3 clusters Score -2.102986e+07 nChanged 10397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114282 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -21037310.000000 Penalty: 5961.314453
	Iteration 8F: 3 clusters Score -2.103731e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117117 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -21042006.000000 Penalty: 5961.314453
	Iteration 9F: 3 clusters Score -2.104201e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119309 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -21044356.000000 Penalty: 5961.314453
	Iteration 10Q: 3 clusters Score -2.104436e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121318 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -21045664.000000 Penalty: 5961.314453
	Iteration 11Q: 3 clusters Score -2.104566e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123282 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -21046594.000000 Penalty: 5961.314453
	Iteration 12Q: 3 clusters Score -2.104659e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125141 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -21047418.000000 Penalty: 5961.314453
	Iteration 13Q: 3 clusters Score -2.104742e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126848 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -21048332.000000 Penalty: 5961.314453
	Iteration 14Q: 3 clusters Score -2.104833e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128444 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -21048944.000000 Penalty: 5961.314453
	Iteration 15Q: 3 clusters Score -2.104894e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129959 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -21049458.000000 Penalty: 5961.314453
	Iteration 16Q: 3 clusters Score -2.104946e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131363 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -21049774.000000 Penalty: 5961.314453
	Iteration 17Q: 3 clusters Score -2.104977e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132720 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -21050160.000000 Penalty: 5961.314453
	Iteration 18Q: 3 clusters Score -2.105016e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134034 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -21050478.000000 Penalty: 5961.314453
	Iteration 19Q: 3 clusters Score -2.105048e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135342 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -21050854.000000 Penalty: 5961.314453
	Iteration 20F: 3 clusters Score -2.105085e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136619 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -21051174.000000 Penalty: 5961.314453
	Iteration 21Q: 3 clusters Score -2.105117e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137893 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -21051408.000000 Penalty: 5961.314453
	Iteration 22Q: 3 clusters Score -2.105141e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139189 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -21051776.000000 Penalty: 5961.314453
	Iteration 23Q: 3 clusters Score -2.105178e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140515 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -21052008.000000 Penalty: 5961.314453
	Iteration 24Q: 3 clusters Score -2.105201e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141822 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -21052262.000000 Penalty: 5961.314453
	Iteration 25Q: 3 clusters Score -2.105226e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143093 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -21052342.000000 Penalty: 5961.314453
	Iteration 26Q: 3 clusters Score -2.105234e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144272 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -21052536.000000 Penalty: 5961.314453
	Iteration 27Q: 3 clusters Score -2.105254e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145366 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -21052682.000000 Penalty: 5961.314453
	Iteration 28Q: 3 clusters Score -2.105268e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146545 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -21052974.000000 Penalty: 5961.314453
	Iteration 29Q: 3 clusters Score -2.105297e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147656 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -21053180.000000 Penalty: 5961.314453
	Iteration 30Q: 3 clusters Score -2.105318e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148718 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -21053332.000000 Penalty: 5961.314453
	Iteration 31Q: 3 clusters Score -2.105333e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149730 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -21053504.000000 Penalty: 5961.314453
	Iteration 32Q: 3 clusters Score -2.10535e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150701 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -21053584.000000 Penalty: 5961.314453
	Iteration 33Q: 3 clusters Score -2.105358e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151640 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -21053640.000000 Penalty: 5961.314453
	Iteration 34Q: 3 clusters Score -2.105364e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152517 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -21053708.000000 Penalty: 5961.314453
	Iteration 35Q: 3 clusters Score -2.105371e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153407 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -21053948.000000 Penalty: 5961.314453
	Iteration 36Q: 3 clusters Score -2.105395e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154197 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -21053984.000000 Penalty: 5961.314453
	Iteration 37Q: 3 clusters Score -2.105398e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -21053970.000000 Penalty: 5961.314453
	Iteration 38Q: 3 clusters Score -2.105397e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155653 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -21054058.000000 Penalty: 5961.314453
	Iteration 39Q: 3 clusters Score -2.105406e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156273 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -21054040.000000 Penalty: 5961.314453
	Iteration 40F: 3 clusters Score -2.105404e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -21053966.000000 Penalty: 5961.314453
	Iteration 41Q: 3 clusters Score -2.105397e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157400 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -21053982.000000 Penalty: 5961.314453
	Iteration 42Q: 3 clusters Score -2.105398e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157912 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -21054074.000000 Penalty: 5961.314453
	Iteration 43Q: 3 clusters Score -2.105407e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158363 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -21054064.000000 Penalty: 5961.314453
	Iteration 44Q: 3 clusters Score -2.105406e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158776 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -21053996.000000 Penalty: 5961.314453
	Iteration 45Q: 3 clusters Score -2.1054e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159169 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -21054022.000000 Penalty: 5961.314453
	Iteration 46Q: 3 clusters Score -2.105402e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159540 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -21053994.000000 Penalty: 5961.314453
	Iteration 47Q: 3 clusters Score -2.105399e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159888 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -21053924.000000 Penalty: 5961.314453
	Iteration 48Q: 3 clusters Score -2.105392e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160209 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -21053860.000000 Penalty: 5961.314453
	Iteration 49Q: 3 clusters Score -2.105386e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160507 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -21053854.000000 Penalty: 5961.314453
	Iteration 50Q: 3 clusters Score -2.105385e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160778 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -21053844.000000 Penalty: 5961.314453
	Iteration 51Q: 3 clusters Score -2.105384e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161024 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -21053816.000000 Penalty: 5961.314453
	Iteration 52Q: 3 clusters Score -2.105382e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161246 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -21053812.000000 Penalty: 5961.314453
	Iteration 53Q: 3 clusters Score -2.105381e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161433 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -21053798.000000 Penalty: 5961.314453
	Iteration 54Q: 3 clusters Score -2.10538e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161609 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -21053754.000000 Penalty: 5961.314453
	Iteration 55Q: 3 clusters Score -2.105375e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161774 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -21053742.000000 Penalty: 5961.314453
	Iteration 56Q: 3 clusters Score -2.105374e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161938 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -21053714.000000 Penalty: 5961.314453
	Iteration 57Q: 3 clusters Score -2.105371e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162085 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -21053728.000000 Penalty: 5961.314453
	Iteration 58Q: 3 clusters Score -2.105373e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162202 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -21053710.000000 Penalty: 5961.314453
	Iteration 59Q: 3 clusters Score -2.105371e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162302 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -21053730.000000 Penalty: 5961.314453
	Iteration 60F: 3 clusters Score -2.105373e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162392 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -21053712.000000 Penalty: 5961.314453
	Iteration 61Q: 3 clusters Score -2.105371e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162478 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -21053726.000000 Penalty: 5961.314453
	Iteration 62Q: 3 clusters Score -2.105373e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162568 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -21053720.000000 Penalty: 5961.314453
	Iteration 63Q: 3 clusters Score -2.105372e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162642 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -21053700.000000 Penalty: 5961.314453
	Iteration 64Q: 3 clusters Score -2.10537e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162715 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -21053694.000000 Penalty: 5961.314453
	Iteration 65Q: 3 clusters Score -2.105369e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162775 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -21053708.000000 Penalty: 5961.314453
	Iteration 66Q: 3 clusters Score -2.105371e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162831 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -21053728.000000 Penalty: 5961.314453
	Iteration 67Q: 3 clusters Score -2.105373e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162880 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -21053718.000000 Penalty: 5961.314453
	Iteration 68Q: 3 clusters Score -2.105372e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162926 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -21053724.000000 Penalty: 5961.314453
	Iteration 69Q: 3 clusters Score -2.105372e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162961 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -21053770.000000 Penalty: 5961.314453
	Iteration 70Q: 3 clusters Score -2.105377e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163005 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -21053748.000000 Penalty: 5961.314453
	Iteration 71Q: 3 clusters Score -2.105375e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163042 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -21053772.000000 Penalty: 5961.314453
	Iteration 72Q: 3 clusters Score -2.105377e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163085 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -21053790.000000 Penalty: 5961.314453
	Iteration 73Q: 3 clusters Score -2.105379e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163125 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -21053802.000000 Penalty: 5961.314453
	Iteration 74Q: 3 clusters Score -2.10538e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163164 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -21053814.000000 Penalty: 5961.314453
	Iteration 75Q: 3 clusters Score -2.105381e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163197 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -21053792.000000 Penalty: 5961.314453
	Iteration 76Q: 3 clusters Score -2.105379e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163217 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -21053770.000000 Penalty: 5961.314453
	Iteration 77Q: 3 clusters Score -2.105377e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163244 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -21053774.000000 Penalty: 5961.314453
	Iteration 78Q: 3 clusters Score -2.105377e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163269 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21053766.000000 Penalty: 5961.314453
	Iteration 79Q: 3 clusters Score -2.105377e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163285 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -21053768.000000 Penalty: 5961.314453
	Iteration 80F: 3 clusters Score -2.105377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163301 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -21053758.000000 Penalty: 5961.314453
	Iteration 81Q: 3 clusters Score -2.105376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163315 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -21053732.000000 Penalty: 5961.314453
	Iteration 82Q: 3 clusters Score -2.105373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163330 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -21053714.000000 Penalty: 5961.314453
	Iteration 83Q: 3 clusters Score -2.105371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163343 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -21053726.000000 Penalty: 5961.314453
	Iteration 84Q: 3 clusters Score -2.105373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163358 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -21053764.000000 Penalty: 5961.314453
	Iteration 85Q: 3 clusters Score -2.105376e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163380 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -21053754.000000 Penalty: 5961.314453
	Iteration 86Q: 3 clusters Score -2.105375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163391 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -21053758.000000 Penalty: 5961.314453
	Iteration 87Q: 3 clusters Score -2.105376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163398 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -21053756.000000 Penalty: 5961.314453
	Iteration 88Q: 3 clusters Score -2.105376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163401 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -21053766.000000 Penalty: 5961.314453
	Iteration 89Q: 3 clusters Score -2.105377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163403 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -21053774.000000 Penalty: 5961.314453
	Iteration 90Q: 3 clusters Score -2.105377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163407 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -21053766.000000 Penalty: 5961.314453
	Iteration 91Q: 3 clusters Score -2.105377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163410 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -21053760.000000 Penalty: 5961.314453
	Iteration 92Q: 3 clusters Score -2.105376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163413 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -21053758.000000 Penalty: 5961.314453
	Iteration 93Q: 3 clusters Score -2.105376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163419 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -21053774.000000 Penalty: 5961.314453
	Iteration 94Q: 3 clusters Score -2.105377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163423 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -21053758.000000 Penalty: 5961.314453
	Iteration 95Q: 3 clusters Score -2.105376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163426 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -21053750.000000 Penalty: 5961.314453
	Iteration 96Q: 3 clusters Score -2.105375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163432 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -21053734.000000 Penalty: 5961.314453
	Iteration 97Q: 3 clusters Score -2.105373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163437 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -21053736.000000 Penalty: 5961.314453
	Iteration 98Q: 3 clusters Score -2.105374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163444 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -21053746.000000 Penalty: 5961.314453
	Iteration 99Q: 3 clusters Score -2.105375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163451 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -21053750.000000 Penalty: 5961.314453
	Iteration 100F: 3 clusters Score -2.105375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163457 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -21053740.000000 Penalty: 5961.314453
	Iteration 101Q: 3 clusters Score -2.105374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163460 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -21053736.000000 Penalty: 5961.314453
	Iteration 102Q: 3 clusters Score -2.105374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163464 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -21053732.000000 Penalty: 5961.314453
	Iteration 103Q: 3 clusters Score -2.105373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163469 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -21053730.000000 Penalty: 5961.314453
	Iteration 104Q: 3 clusters Score -2.105373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -21053736.000000 Penalty: 5961.314453
	Iteration 105Q: 3 clusters Score -2.105374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163477 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -21053734.000000 Penalty: 5961.314453
	Iteration 106Q: 3 clusters Score -2.105373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163478 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -21053730.000000 Penalty: 5961.314453
	Iteration 107Q: 3 clusters Score -2.105373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163482 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -21053728.000000 Penalty: 5961.314453
	Iteration 108Q: 3 clusters Score -2.105373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163487 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -21053722.000000 Penalty: 5961.314453
	Iteration 109Q: 3 clusters Score -2.105372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163489 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -21053738.000000 Penalty: 5961.314453
	Iteration 110Q: 3 clusters Score -2.105374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163489 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -21053740.000000 Penalty: 5961.314453
	Iteration 111Q: 3 clusters Score -2.105374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163489 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -21053740.000000 Penalty: 5961.314453
	Iteration 112F: 3 clusters Score -2.105374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (156886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156886 members 
Entering Unmasked Estep 
Score: -20042260.000000 Penalty: 2966.892090
	Iteration 0F: 2 clusters Score -2.004226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -19944620.000000 Penalty: 5933.784180
	Iteration 0F: 3 clusters Score -1.994462e+07 nChanged 74818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78277 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -19988142.000000 Penalty: 5933.784180
	Iteration 1F: 3 clusters Score -1.998814e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78181 members 
Mstep: Class 2 contains 78705 members 
Entering Unmasked Estep 
Score: -19989014.000000 Penalty: 5933.784180
	Iteration 2Q: 3 clusters Score -1.998901e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78133 members 
Mstep: Class 2 contains 78753 members 
Entering Unmasked Estep 
Score: -19990168.000000 Penalty: 5933.784180
	Iteration 3Q: 3 clusters Score -1.999017e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78050 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -19991220.000000 Penalty: 5933.784180
	Iteration 4Q: 3 clusters Score -1.999122e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77825 members 
Mstep: Class 2 contains 79061 members 
Entering Unmasked Estep 
Score: -19992590.000000 Penalty: 5933.784180
	Iteration 5Q: 3 clusters Score -1.999259e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77452 members 
Mstep: Class 2 contains 79434 members 
Entering Unmasked Estep 
Score: -19994214.000000 Penalty: 5933.784180
	Iteration 6Q: 3 clusters Score -1.999421e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76740 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -19996288.000000 Penalty: 5933.784180
	Iteration 7Q: 3 clusters Score -1.999629e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75607 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
Score: -19999028.000000 Penalty: 5933.784180
	Iteration 8Q: 3 clusters Score -1.999903e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74245 members 
Mstep: Class 2 contains 82641 members 
Entering Unmasked Estep 
Score: -20002764.000000 Penalty: 5933.784180
	Iteration 9Q: 3 clusters Score -2.000276e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 84055 members 
Entering Unmasked Estep 
Score: -20007870.000000 Penalty: 5933.784180
	Iteration 10F: 3 clusters Score -2.000787e+07 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71480 members 
Mstep: Class 2 contains 85406 members 
Entering Unmasked Estep 
Score: -20013786.000000 Penalty: 5933.784180
	Iteration 11F: 3 clusters Score -2.001379e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 86233 members 
Entering Unmasked Estep 
Score: -20019626.000000 Penalty: 5933.784180
	Iteration 12F: 3 clusters Score -2.001963e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70379 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -20023460.000000 Penalty: 5933.784180
	Iteration 13F: 3 clusters Score -2.002346e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -20025366.000000 Penalty: 5933.784180
	Iteration 14Q: 3 clusters Score -2.002537e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 86344 members 
Entering Unmasked Estep 
Score: -20026154.000000 Penalty: 5933.784180
	Iteration 15Q: 3 clusters Score -2.002615e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70681 members 
Mstep: Class 2 contains 86205 members 
Entering Unmasked Estep 
Score: -20026636.000000 Penalty: 5933.784180
	Iteration 16Q: 3 clusters Score -2.002664e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 85922 members 
Entering Unmasked Estep 
Score: -20026978.000000 Penalty: 5933.784180
	Iteration 17Q: 3 clusters Score -2.002698e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 85575 members 
Entering Unmasked Estep 
Score: -20027370.000000 Penalty: 5933.784180
	Iteration 18Q: 3 clusters Score -2.002737e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -20027770.000000 Penalty: 5933.784180
	Iteration 19Q: 3 clusters Score -2.002777e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72076 members 
Mstep: Class 2 contains 84810 members 
Entering Unmasked Estep 
Score: -20028150.000000 Penalty: 5933.784180
	Iteration 20F: 3 clusters Score -2.002815e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72549 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -20028582.000000 Penalty: 5933.784180
	Iteration 21Q: 3 clusters Score -2.002858e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 83804 members 
Entering Unmasked Estep 
Score: -20028938.000000 Penalty: 5933.784180
	Iteration 22Q: 3 clusters Score -2.002894e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73651 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -20029150.000000 Penalty: 5933.784180
	Iteration 23Q: 3 clusters Score -2.002915e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74259 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -20029508.000000 Penalty: 5933.784180
	Iteration 24Q: 3 clusters Score -2.002951e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74931 members 
Mstep: Class 2 contains 81955 members 
Entering Unmasked Estep 
Score: -20029878.000000 Penalty: 5933.784180
	Iteration 25Q: 3 clusters Score -2.002988e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75602 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -20030164.000000 Penalty: 5933.784180
	Iteration 26Q: 3 clusters Score -2.003016e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76338 members 
Mstep: Class 2 contains 80548 members 
Entering Unmasked Estep 
Score: -20030440.000000 Penalty: 5933.784180
	Iteration 27Q: 3 clusters Score -2.003044e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77170 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -20030778.000000 Penalty: 5933.784180
	Iteration 28Q: 3 clusters Score -2.003078e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78051 members 
Mstep: Class 2 contains 78835 members 
Entering Unmasked Estep 
Score: -20030956.000000 Penalty: 5933.784180
	Iteration 29Q: 3 clusters Score -2.003096e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 77954 members 
Entering Unmasked Estep 
Score: -20031116.000000 Penalty: 5933.784180
	Iteration 30Q: 3 clusters Score -2.003112e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79864 members 
Mstep: Class 2 contains 77022 members 
Entering Unmasked Estep 
Score: -20031416.000000 Penalty: 5933.784180
	Iteration 31Q: 3 clusters Score -2.003142e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -20031772.000000 Penalty: 5933.784180
	Iteration 32Q: 3 clusters Score -2.003177e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 74855 members 
Entering Unmasked Estep 
Score: -20031998.000000 Penalty: 5933.784180
	Iteration 33Q: 3 clusters Score -2.0032e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 73647 members 
Entering Unmasked Estep 
Score: -20032188.000000 Penalty: 5933.784180
	Iteration 34Q: 3 clusters Score -2.003219e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 72422 members 
Entering Unmasked Estep 
Score: -20032456.000000 Penalty: 5933.784180
	Iteration 35Q: 3 clusters Score -2.003246e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -20032636.000000 Penalty: 5933.784180
	Iteration 36Q: 3 clusters Score -2.003264e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86935 members 
Mstep: Class 2 contains 69951 members 
Entering Unmasked Estep 
Score: -20032806.000000 Penalty: 5933.784180
	Iteration 37Q: 3 clusters Score -2.003281e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88132 members 
Mstep: Class 2 contains 68754 members 
Entering Unmasked Estep 
Score: -20032980.000000 Penalty: 5933.784180
	Iteration 38Q: 3 clusters Score -2.003298e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 67516 members 
Entering Unmasked Estep 
Score: -20033124.000000 Penalty: 5933.784180
	Iteration 39Q: 3 clusters Score -2.003312e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90649 members 
Mstep: Class 2 contains 66237 members 
Entering Unmasked Estep 
Score: -20033246.000000 Penalty: 5933.784180
	Iteration 40F: 3 clusters Score -2.003325e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -20033458.000000 Penalty: 5933.784180
	Iteration 41Q: 3 clusters Score -2.003346e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93444 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -20033488.000000 Penalty: 5933.784180
	Iteration 42Q: 3 clusters Score -2.003349e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94888 members 
Mstep: Class 2 contains 61998 members 
Entering Unmasked Estep 
Score: -20033682.000000 Penalty: 5933.784180
	Iteration 43Q: 3 clusters Score -2.003368e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96321 members 
Mstep: Class 2 contains 60565 members 
Entering Unmasked Estep 
Score: -20033918.000000 Penalty: 5933.784180
	Iteration 44Q: 3 clusters Score -2.003392e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 59119 members 
Entering Unmasked Estep 
Score: -20034082.000000 Penalty: 5933.784180
	Iteration 45Q: 3 clusters Score -2.003408e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99235 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -20034288.000000 Penalty: 5933.784180
	Iteration 46Q: 3 clusters Score -2.003429e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100708 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -20034486.000000 Penalty: 5933.784180
	Iteration 47Q: 3 clusters Score -2.003449e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102093 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -20034614.000000 Penalty: 5933.784180
	Iteration 48Q: 3 clusters Score -2.003461e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -20034778.000000 Penalty: 5933.784180
	Iteration 49Q: 3 clusters Score -2.003478e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105021 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -20034968.000000 Penalty: 5933.784180
	Iteration 50Q: 3 clusters Score -2.003497e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106615 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -20035252.000000 Penalty: 5933.784180
	Iteration 51Q: 3 clusters Score -2.003525e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108180 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -20035470.000000 Penalty: 5933.784180
	Iteration 52Q: 3 clusters Score -2.003547e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109806 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -20035696.000000 Penalty: 5933.784180
	Iteration 53Q: 3 clusters Score -2.00357e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111541 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -20036004.000000 Penalty: 5933.784180
	Iteration 54Q: 3 clusters Score -2.0036e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113313 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -20036354.000000 Penalty: 5933.784180
	Iteration 55Q: 3 clusters Score -2.003635e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115203 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -20036666.000000 Penalty: 5933.784180
	Iteration 56Q: 3 clusters Score -2.003667e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117138 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -20037172.000000 Penalty: 5933.784180
	Iteration 57Q: 3 clusters Score -2.003717e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119137 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -20037660.000000 Penalty: 5933.784180
	Iteration 58Q: 3 clusters Score -2.003766e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121099 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -20038116.000000 Penalty: 5933.784180
	Iteration 59Q: 3 clusters Score -2.003812e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123105 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -20038614.000000 Penalty: 5933.784180
	Iteration 60F: 3 clusters Score -2.003861e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125110 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -20039186.000000 Penalty: 5933.784180
	Iteration 61Q: 3 clusters Score -2.003919e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127131 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -20039762.000000 Penalty: 5933.784180
	Iteration 62Q: 3 clusters Score -2.003976e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129134 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -20040246.000000 Penalty: 5933.784180
	Iteration 63Q: 3 clusters Score -2.004025e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131132 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -20040782.000000 Penalty: 5933.784180
	Iteration 64Q: 3 clusters Score -2.004078e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133017 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -20041254.000000 Penalty: 5933.784180
	Iteration 65Q: 3 clusters Score -2.004125e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134834 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -20041810.000000 Penalty: 5933.784180
	Iteration 66Q: 3 clusters Score -2.004181e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136520 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -20042362.000000 Penalty: 5933.784180
	Iteration 67Q: 3 clusters Score -2.004236e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138176 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -20042872.000000 Penalty: 5933.784180
	Iteration 68Q: 3 clusters Score -2.004287e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139828 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -20043354.000000 Penalty: 5933.784180
	Iteration 69Q: 3 clusters Score -2.004335e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141350 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -20043848.000000 Penalty: 5933.784180
	Iteration 70Q: 3 clusters Score -2.004385e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142649 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -20044078.000000 Penalty: 5933.784180
	Iteration 71Q: 3 clusters Score -2.004408e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143824 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -20044276.000000 Penalty: 5933.784180
	Iteration 72Q: 3 clusters Score -2.004428e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144904 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -20044462.000000 Penalty: 5933.784180
	Iteration 73Q: 3 clusters Score -2.004446e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145945 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -20044452.000000 Penalty: 5933.784180
	Iteration 74Q: 3 clusters Score -2.004445e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146944 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -20044434.000000 Penalty: 5933.784180
	Iteration 75Q: 3 clusters Score -2.004443e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147871 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -20044308.000000 Penalty: 5933.784180
	Iteration 76Q: 3 clusters Score -2.004431e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148718 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -20044106.000000 Penalty: 5933.784180
	Iteration 77Q: 3 clusters Score -2.004411e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149521 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -20043988.000000 Penalty: 5933.784180
	Iteration 78Q: 3 clusters Score -2.004399e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150314 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -20043848.000000 Penalty: 5933.784180
	Iteration 79Q: 3 clusters Score -2.004385e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150962 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -20043658.000000 Penalty: 5933.784180
	Iteration 80F: 3 clusters Score -2.004366e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151524 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -20043436.000000 Penalty: 5933.784180
	Iteration 81Q: 3 clusters Score -2.004344e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151994 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -20043252.000000 Penalty: 5933.784180
	Iteration 82Q: 3 clusters Score -2.004325e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152392 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -20043066.000000 Penalty: 5933.784180
	Iteration 83Q: 3 clusters Score -2.004307e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152738 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -20042888.000000 Penalty: 5933.784180
	Iteration 84Q: 3 clusters Score -2.004289e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153029 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -20042766.000000 Penalty: 5933.784180
	Iteration 85Q: 3 clusters Score -2.004277e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153274 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -20042654.000000 Penalty: 5933.784180
	Iteration 86Q: 3 clusters Score -2.004265e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153497 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -20042536.000000 Penalty: 5933.784180
	Iteration 87Q: 3 clusters Score -2.004254e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153687 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -20042444.000000 Penalty: 5933.784180
	Iteration 88Q: 3 clusters Score -2.004244e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153860 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -20042326.000000 Penalty: 5933.784180
	Iteration 89Q: 3 clusters Score -2.004233e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154010 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -20042232.000000 Penalty: 5933.784180
	Iteration 90Q: 3 clusters Score -2.004223e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154141 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -20042156.000000 Penalty: 5933.784180
	Iteration 91Q: 3 clusters Score -2.004216e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154256 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -20042110.000000 Penalty: 5933.784180
	Iteration 92Q: 3 clusters Score -2.004211e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154355 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -20042048.000000 Penalty: 5933.784180
	Iteration 93Q: 3 clusters Score -2.004205e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154435 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -20042006.000000 Penalty: 5933.784180
	Iteration 94Q: 3 clusters Score -2.004201e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154503 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -20041946.000000 Penalty: 5933.784180
	Iteration 95Q: 3 clusters Score -2.004195e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154563 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -20041930.000000 Penalty: 5933.784180
	Iteration 96Q: 3 clusters Score -2.004193e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154612 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -20041890.000000 Penalty: 5933.784180
	Iteration 97Q: 3 clusters Score -2.004189e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154658 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -20041836.000000 Penalty: 5933.784180
	Iteration 98Q: 3 clusters Score -2.004184e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154697 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -20041818.000000 Penalty: 5933.784180
	Iteration 99Q: 3 clusters Score -2.004182e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154730 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -20041808.000000 Penalty: 5933.784180
	Iteration 100F: 3 clusters Score -2.004181e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154761 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -20041786.000000 Penalty: 5933.784180
	Iteration 101Q: 3 clusters Score -2.004179e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154786 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -20041798.000000 Penalty: 5933.784180
	Iteration 102Q: 3 clusters Score -2.00418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154809 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -20041798.000000 Penalty: 5933.784180
	Iteration 103Q: 3 clusters Score -2.00418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154821 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -20041786.000000 Penalty: 5933.784180
	Iteration 104Q: 3 clusters Score -2.004179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154835 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -20041770.000000 Penalty: 5933.784180
	Iteration 105Q: 3 clusters Score -2.004177e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154854 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -20041768.000000 Penalty: 5933.784180
	Iteration 106Q: 3 clusters Score -2.004177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154869 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -20041764.000000 Penalty: 5933.784180
	Iteration 107Q: 3 clusters Score -2.004176e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154886 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -20041756.000000 Penalty: 5933.784180
	Iteration 108Q: 3 clusters Score -2.004176e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154897 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -20041730.000000 Penalty: 5933.784180
	Iteration 109Q: 3 clusters Score -2.004173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154908 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -20041734.000000 Penalty: 5933.784180
	Iteration 110Q: 3 clusters Score -2.004173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154914 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -20041724.000000 Penalty: 5933.784180
	Iteration 111Q: 3 clusters Score -2.004172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154920 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -20041702.000000 Penalty: 5933.784180
	Iteration 112Q: 3 clusters Score -2.00417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154926 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -20041708.000000 Penalty: 5933.784180
	Iteration 113Q: 3 clusters Score -2.004171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154929 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -20041698.000000 Penalty: 5933.784180
	Iteration 114Q: 3 clusters Score -2.00417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154930 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -20041698.000000 Penalty: 5933.784180
	Iteration 115Q: 3 clusters Score -2.00417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154932 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -20041696.000000 Penalty: 5933.784180
	Iteration 116Q: 3 clusters Score -2.00417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154936 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -20041698.000000 Penalty: 5933.784180
	Iteration 117Q: 3 clusters Score -2.00417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154939 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -20041688.000000 Penalty: 5933.784180
	Iteration 118Q: 3 clusters Score -2.004169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154940 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -20041688.000000 Penalty: 5933.784180
	Iteration 119Q: 3 clusters Score -2.004169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154940 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -20041688.000000 Penalty: 5933.784180
	Iteration 120F: 3 clusters Score -2.004169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Entering Unmasked Estep 
Score: -578158.875000 Penalty: 2101.156494
	Iteration 0F: 2 clusters Score -578158.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -573914.000000 Penalty: 4202.312988
	Iteration 0F: 3 clusters Score -573914 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -575722.437500 Penalty: 4202.312988
	Iteration 1F: 3 clusters Score -575722.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -578119.875000 Penalty: 4202.312988
	Iteration 2F: 3 clusters Score -578119.9 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -580483.875000 Penalty: 4202.312988
	Iteration 3F: 3 clusters Score -580483.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -581722.125000 Penalty: 4202.312988
	Iteration 4F: 3 clusters Score -581722.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -582245.625000 Penalty: 4202.312988
	Iteration 5Q: 3 clusters Score -582245.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -582523.687500 Penalty: 4202.312988
	Iteration 6Q: 3 clusters Score -582523.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -582694.125000 Penalty: 4202.312988
	Iteration 7Q: 3 clusters Score -582694.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -582785.625000 Penalty: 4202.312988
	Iteration 8Q: 3 clusters Score -582785.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -582834.062500 Penalty: 4202.312988
	Iteration 9Q: 3 clusters Score -582834.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -582852.750000 Penalty: 4202.312988
	Iteration 10Q: 3 clusters Score -582852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -582872.312500 Penalty: 4202.312988
	Iteration 11Q: 3 clusters Score -582872.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -582873.625000 Penalty: 4202.312988
	Iteration 12Q: 3 clusters Score -582873.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -582877.875000 Penalty: 4202.312988
	Iteration 13F: 3 clusters Score -582877.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -582878.250000 Penalty: 4202.312988
	Iteration 14Q: 3 clusters Score -582878.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -582878.250000 Penalty: 4202.312988
	Iteration 15F: 3 clusters Score -582878.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 59781 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 6182 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 7 contains 165707 members 
Mstep: Class 8 contains 73831 members 
Mstep: Class 9 contains 1524 members 
Mstep: Class 10 contains 164090 members 
Mstep: Class 11 contains 9845 members 
Mstep: Class 12 contains 86762 members 
Mstep: Class 13 contains 3727 members 
Mstep: Class 14 contains 220132 members 
Mstep: Class 16 contains 61790 members 
Mstep: Class 18 contains 82977 members 
Mstep: Class 19 contains 15802 members 
Mstep: Class 20 contains 165840 members 
Mstep: Class 21 contains 156886 members 
Mstep: Class 22 contains 4161 members 
Entering Unmasked Estep 
Score: -161233728.000000 Penalty: 66302.054688
Splitting cluster 22 changes total score from -161222560.000000 to -161233728.000000
So it's getting split into cluster 3.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 4 contains 6182 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 7 contains 165707 members 
Mstep: Class 8 contains 73831 members 
Mstep: Class 9 contains 1524 members 
Mstep: Class 10 contains 164090 members 
Mstep: Class 11 contains 9845 members 
Mstep: Class 12 contains 86762 members 
Mstep: Class 13 contains 3727 members 
Mstep: Class 14 contains 220132 members 
Mstep: Class 16 contains 61790 members 
Mstep: Class 18 contains 82977 members 
Mstep: Class 19 contains 15802 members 
Mstep: Class 20 contains 165840 members 
Mstep: Class 21 contains 156886 members 
Mstep: Class 22 contains 4161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161237152.000000 Penalty: 66302.054688
Iteration 39Q: 20 clusters Score -1.612372e+08 nChanged 22650
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 59153 members 
Mstep: Class 3 contains 749 members 
Mstep: Class 4 contains 6441 members 
Mstep: Class 5 contains 10187 members 
Mstep: Class 7 contains 171593 members 
Mstep: Class 8 contains 73932 members 
Mstep: Class 9 contains 1525 members 
Mstep: Class 10 contains 162350 members 
Mstep: Class 11 contains 9873 members 
Mstep: Class 12 contains 90471 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 14 contains 215607 members 
Mstep: Class 16 contains 62195 members 
Mstep: Class 18 contains 82741 members 
Mstep: Class 19 contains 14439 members 
Mstep: Class 20 contains 163503 members 
Mstep: Class 21 contains 156876 members 
Mstep: Class 22 contains 4151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161246336.000000 Penalty: 66302.054688
Iteration 40F: 20 clusters Score -1.612463e+08 nChanged 28850
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 60260 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 6803 members 
Mstep: Class 5 contains 10505 members 
Mstep: Class 7 contains 177617 members 
Mstep: Class 8 contains 72851 members 
Mstep: Class 9 contains 1527 members 
Mstep: Class 10 contains 160517 members 
Mstep: Class 11 contains 9872 members 
Mstep: Class 12 contains 94314 members 
Mstep: Class 13 contains 3758 members 
Mstep: Class 14 contains 207367 members 
Mstep: Class 16 contains 62799 members 
Mstep: Class 18 contains 82448 members 
Mstep: Class 19 contains 12932 members 
Mstep: Class 20 contains 162234 members 
Mstep: Class 21 contains 158690 members 
Mstep: Class 22 contains 4147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161247792.000000 Penalty: 66302.054688
Iteration 41Q: 20 clusters Score -1.612478e+08 nChanged 27007
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 61038 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 7241 members 
Mstep: Class 5 contains 10790 members 
Mstep: Class 7 contains 182375 members 
Mstep: Class 8 contains 72211 members 
Mstep: Class 9 contains 1531 members 
Mstep: Class 10 contains 159155 members 
Mstep: Class 11 contains 9898 members 
Mstep: Class 12 contains 98825 members 
Mstep: Class 13 contains 3837 members 
Mstep: Class 14 contains 200301 members 
Mstep: Class 16 contains 63453 members 
Mstep: Class 18 contains 82215 members 
Mstep: Class 19 contains 11655 members 
Mstep: Class 20 contains 160961 members 
Mstep: Class 21 contains 158927 members 
Mstep: Class 22 contains 4147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161248192.000000 Penalty: 66302.054688
Iteration 42Q: 20 clusters Score -1.612482e+08 nChanged 26195
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 61663 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 7792 members 
Mstep: Class 5 contains 11104 members 
Mstep: Class 7 contains 185555 members 
Mstep: Class 8 contains 71965 members 
Mstep: Class 9 contains 1534 members 
Mstep: Class 10 contains 158342 members 
Mstep: Class 11 contains 9923 members 
Mstep: Class 12 contains 103547 members 
Mstep: Class 13 contains 3944 members 
Mstep: Class 14 contains 193902 members 
Mstep: Class 16 contains 64043 members 
Mstep: Class 18 contains 82038 members 
Mstep: Class 19 contains 10558 members 
Mstep: Class 20 contains 159993 members 
Mstep: Class 21 contains 158461 members 
Mstep: Class 22 contains 4145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161249344.000000 Penalty: 66302.054688
Iteration 43Q: 20 clusters Score -1.612493e+08 nChanged 24561
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 62107 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 8389 members 
Mstep: Class 5 contains 11436 members 
Mstep: Class 7 contains 186859 members 
Mstep: Class 8 contains 71973 members 
Mstep: Class 9 contains 1536 members 
Mstep: Class 10 contains 157837 members 
Mstep: Class 11 contains 9934 members 
Mstep: Class 12 contains 108356 members 
Mstep: Class 13 contains 4071 members 
Mstep: Class 14 contains 188385 members 
Mstep: Class 16 contains 64735 members 
Mstep: Class 18 contains 81884 members 
Mstep: Class 19 contains 9645 members 
Mstep: Class 20 contains 159504 members 
Mstep: Class 21 contains 157686 members 
Mstep: Class 22 contains 4140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161250064.000000 Penalty: 66302.054688
Iteration 44Q: 20 clusters Score -1.612501e+08 nChanged 22188
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 62355 members 
Mstep: Class 3 contains 1100 members 
Mstep: Class 4 contains 9060 members 
Mstep: Class 5 contains 11746 members 
Mstep: Class 7 contains 186468 members 
Mstep: Class 8 contains 72189 members 
Mstep: Class 9 contains 1537 members 
Mstep: Class 10 contains 157558 members 
Mstep: Class 11 contains 9930 members 
Mstep: Class 12 contains 113099 members 
Mstep: Class 13 contains 4186 members 
Mstep: Class 14 contains 184010 members 
Mstep: Class 16 contains 65304 members 
Mstep: Class 18 contains 81724 members 
Mstep: Class 19 contains 8926 members 
Mstep: Class 20 contains 159297 members 
Mstep: Class 21 contains 156923 members 
Mstep: Class 22 contains 4139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161251504.000000 Penalty: 66302.054688
Iteration 45Q: 20 clusters Score -1.612515e+08 nChanged 20355
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 62506 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 9741 members 
Mstep: Class 5 contains 12034 members 
Mstep: Class 7 contains 184906 members 
Mstep: Class 8 contains 72438 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 157457 members 
Mstep: Class 11 contains 9944 members 
Mstep: Class 12 contains 117676 members 
Mstep: Class 13 contains 4309 members 
Mstep: Class 14 contains 180440 members 
Mstep: Class 16 contains 65869 members 
Mstep: Class 18 contains 81578 members 
Mstep: Class 19 contains 8371 members 
Mstep: Class 20 contains 159201 members 
Mstep: Class 21 contains 156298 members 
Mstep: Class 22 contains 4143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161252544.000000 Penalty: 66302.054688
Iteration 46Q: 20 clusters Score -1.612525e+08 nChanged 18711
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 62604 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 12215 members 
Mstep: Class 7 contains 182787 members 
Mstep: Class 8 contains 72763 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 157535 members 
Mstep: Class 11 contains 9972 members 
Mstep: Class 12 contains 121943 members 
Mstep: Class 13 contains 4427 members 
Mstep: Class 14 contains 177608 members 
Mstep: Class 16 contains 66393 members 
Mstep: Class 18 contains 81456 members 
Mstep: Class 19 contains 7926 members 
Mstep: Class 20 contains 159045 members 
Mstep: Class 21 contains 155645 members 
Mstep: Class 22 contains 4144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161254352.000000 Penalty: 66302.054688
Iteration 47Q: 20 clusters Score -1.612544e+08 nChanged 17067
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 62653 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 11160 members 
Mstep: Class 5 contains 12341 members 
Mstep: Class 7 contains 180441 members 
Mstep: Class 8 contains 73123 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 157532 members 
Mstep: Class 11 contains 9987 members 
Mstep: Class 12 contains 125861 members 
Mstep: Class 13 contains 4539 members 
Mstep: Class 14 contains 175342 members 
Mstep: Class 16 contains 66831 members 
Mstep: Class 18 contains 81314 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 158984 members 
Mstep: Class 21 contains 155091 members 
Mstep: Class 22 contains 4146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161257808.000000 Penalty: 66302.054688
Iteration 48Q: 20 clusters Score -1.612578e+08 nChanged 15309
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 62678 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 11832 members 
Mstep: Class 5 contains 12393 members 
Mstep: Class 7 contains 178104 members 
Mstep: Class 8 contains 73461 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 157444 members 
Mstep: Class 11 contains 10014 members 
Mstep: Class 12 contains 129295 members 
Mstep: Class 13 contains 4650 members 
Mstep: Class 14 contains 173558 members 
Mstep: Class 16 contains 67276 members 
Mstep: Class 18 contains 81171 members 
Mstep: Class 19 contains 7273 members 
Mstep: Class 20 contains 158890 members 
Mstep: Class 21 contains 154718 members 
Mstep: Class 22 contains 4145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161259648.000000 Penalty: 66302.054688
Iteration 49Q: 20 clusters Score -1.612596e+08 nChanged 13777
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 62671 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 12517 members 
Mstep: Class 5 contains 12410 members 
Mstep: Class 7 contains 175974 members 
Mstep: Class 8 contains 73796 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 157208 members 
Mstep: Class 11 contains 10024 members 
Mstep: Class 12 contains 132292 members 
Mstep: Class 13 contains 4749 members 
Mstep: Class 14 contains 172210 members 
Mstep: Class 16 contains 67620 members 
Mstep: Class 18 contains 81061 members 
Mstep: Class 19 contains 7085 members 
Mstep: Class 20 contains 158714 members 
Mstep: Class 21 contains 154422 members 
Mstep: Class 22 contains 4146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161261120.000000 Penalty: 66302.054688
Iteration 50Q: 20 clusters Score -1.612611e+08 nChanged 12803
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 62704 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 13240 members 
Mstep: Class 5 contains 12397 members 
Mstep: Class 7 contains 173989 members 
Mstep: Class 8 contains 74130 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 156868 members 
Mstep: Class 11 contains 10029 members 
Mstep: Class 12 contains 134981 members 
Mstep: Class 13 contains 4832 members 
Mstep: Class 14 contains 171097 members 
Mstep: Class 16 contains 67987 members 
Mstep: Class 18 contains 80938 members 
Mstep: Class 19 contains 6925 members 
Mstep: Class 20 contains 158442 members 
Mstep: Class 21 contains 154194 members 
Mstep: Class 22 contains 4147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161262544.000000 Penalty: 66302.054688
Iteration 51Q: 20 clusters Score -1.612625e+08 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 62758 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 13916 members 
Mstep: Class 5 contains 12343 members 
Mstep: Class 7 contains 172125 members 
Mstep: Class 8 contains 74443 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 156444 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 137519 members 
Mstep: Class 13 contains 4896 members 
Mstep: Class 14 contains 170270 members 
Mstep: Class 16 contains 68296 members 
Mstep: Class 18 contains 80818 members 
Mstep: Class 19 contains 6776 members 
Mstep: Class 20 contains 158177 members 
Mstep: Class 21 contains 153940 members 
Mstep: Class 22 contains 4149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161263984.000000 Penalty: 66302.054688
Iteration 52Q: 20 clusters Score -1.61264e+08 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 62837 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 14580 members 
Mstep: Class 5 contains 12258 members 
Mstep: Class 7 contains 170315 members 
Mstep: Class 8 contains 74807 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 156063 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 139855 members 
Mstep: Class 13 contains 4961 members 
Mstep: Class 14 contains 169655 members 
Mstep: Class 16 contains 68479 members 
Mstep: Class 18 contains 80729 members 
Mstep: Class 19 contains 6672 members 
Mstep: Class 20 contains 157856 members 
Mstep: Class 21 contains 153651 members 
Mstep: Class 22 contains 4150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161266176.000000 Penalty: 66302.054688
Iteration 53Q: 20 clusters Score -1.612662e+08 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 62895 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 15176 members 
Mstep: Class 5 contains 12182 members 
Mstep: Class 7 contains 168701 members 
Mstep: Class 8 contains 75154 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 155510 members 
Mstep: Class 11 contains 10017 members 
Mstep: Class 12 contains 142037 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 169174 members 
Mstep: Class 16 contains 68605 members 
Mstep: Class 18 contains 80656 members 
Mstep: Class 19 contains 6563 members 
Mstep: Class 20 contains 157552 members 
Mstep: Class 21 contains 153506 members 
Mstep: Class 22 contains 4150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161268016.000000 Penalty: 66302.054688
Iteration 54Q: 20 clusters Score -1.61268e+08 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 62964 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 15711 members 
Mstep: Class 5 contains 12084 members 
Mstep: Class 7 contains 167388 members 
Mstep: Class 8 contains 75489 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 154892 members 
Mstep: Class 11 contains 10004 members 
Mstep: Class 12 contains 144017 members 
Mstep: Class 13 contains 5075 members 
Mstep: Class 14 contains 168743 members 
Mstep: Class 16 contains 68721 members 
Mstep: Class 18 contains 80583 members 
Mstep: Class 19 contains 6447 members 
Mstep: Class 20 contains 157233 members 
Mstep: Class 21 contains 153390 members 
Mstep: Class 22 contains 4149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161268944.000000 Penalty: 66302.054688
Iteration 55Q: 20 clusters Score -1.612689e+08 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 63011 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 16220 members 
Mstep: Class 5 contains 12031 members 
Mstep: Class 7 contains 166310 members 
Mstep: Class 8 contains 75853 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 154214 members 
Mstep: Class 11 contains 10000 members 
Mstep: Class 12 contains 145848 members 
Mstep: Class 13 contains 5137 members 
Mstep: Class 14 contains 168323 members 
Mstep: Class 16 contains 68766 members 
Mstep: Class 18 contains 80501 members 
Mstep: Class 19 contains 6333 members 
Mstep: Class 20 contains 156897 members 
Mstep: Class 21 contains 153293 members 
Mstep: Class 22 contains 4150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161270176.000000 Penalty: 66302.054688
Iteration 56Q: 20 clusters Score -1.612702e+08 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 63065 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 16693 members 
Mstep: Class 5 contains 11961 members 
Mstep: Class 7 contains 165483 members 
Mstep: Class 8 contains 76204 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 153495 members 
Mstep: Class 11 contains 9997 members 
Mstep: Class 12 contains 147469 members 
Mstep: Class 13 contains 5188 members 
Mstep: Class 14 contains 167937 members 
Mstep: Class 16 contains 68821 members 
Mstep: Class 18 contains 80434 members 
Mstep: Class 19 contains 6214 members 
Mstep: Class 20 contains 156506 members 
Mstep: Class 21 contains 153272 members 
Mstep: Class 22 contains 4151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161271392.000000 Penalty: 66302.054688
Iteration 57Q: 20 clusters Score -1.612714e+08 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 63109 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 17116 members 
Mstep: Class 5 contains 11902 members 
Mstep: Class 7 contains 164654 members 
Mstep: Class 8 contains 76587 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 152834 members 
Mstep: Class 11 contains 9983 members 
Mstep: Class 12 contains 149124 members 
Mstep: Class 13 contains 5229 members 
Mstep: Class 14 contains 167633 members 
Mstep: Class 16 contains 68878 members 
Mstep: Class 18 contains 80362 members 
Mstep: Class 19 contains 6097 members 
Mstep: Class 20 contains 156089 members 
Mstep: Class 21 contains 153144 members 
Mstep: Class 22 contains 4151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161272656.000000 Penalty: 66302.054688
Iteration 58Q: 20 clusters Score -1.612727e+08 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 63137 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 17536 members 
Mstep: Class 5 contains 11886 members 
Mstep: Class 7 contains 163812 members 
Mstep: Class 8 contains 77003 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 152195 members 
Mstep: Class 11 contains 9982 members 
Mstep: Class 12 contains 150687 members 
Mstep: Class 13 contains 5273 members 
Mstep: Class 14 contains 167401 members 
Mstep: Class 16 contains 68907 members 
Mstep: Class 18 contains 80294 members 
Mstep: Class 19 contains 6014 members 
Mstep: Class 20 contains 155659 members 
Mstep: Class 21 contains 152957 members 
Mstep: Class 22 contains 4150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161272784.000000 Penalty: 66302.054688
Iteration 59Q: 20 clusters Score -1.612728e+08 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 63185 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 17926 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 7 contains 163209 members 
Mstep: Class 8 contains 77416 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 151559 members 
Mstep: Class 11 contains 9979 members 
Mstep: Class 12 contains 152030 members 
Mstep: Class 13 contains 5316 members 
Mstep: Class 14 contains 167199 members 
Mstep: Class 16 contains 68917 members 
Mstep: Class 18 contains 80220 members 
Mstep: Class 19 contains 5921 members 
Mstep: Class 20 contains 155280 members 
Mstep: Class 21 contains 152763 members 
Mstep: Class 22 contains 4147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161273920.000000 Penalty: 66302.054688
Iteration 60F: 20 clusters Score -1.612739e+08 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 63132 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 18492 members 
Mstep: Class 5 contains 12021 members 
Mstep: Class 7 contains 162492 members 
Mstep: Class 8 contains 77773 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 150950 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 153158 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 167013 members 
Mstep: Class 16 contains 68910 members 
Mstep: Class 18 contains 80122 members 
Mstep: Class 19 contains 5901 members 
Mstep: Class 20 contains 154915 members 
Mstep: Class 21 contains 152544 members 
Mstep: Class 22 contains 4147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161274736.000000 Penalty: 66302.054688
Iteration 61Q: 20 clusters Score -1.612747e+08 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 63045 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 19081 members 
Mstep: Class 5 contains 12151 members 
Mstep: Class 7 contains 161938 members 
Mstep: Class 8 contains 78063 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 150456 members 
Mstep: Class 11 contains 9941 members 
Mstep: Class 12 contains 153963 members 
Mstep: Class 13 contains 5417 members 
Mstep: Class 14 contains 166911 members 
Mstep: Class 16 contains 68901 members 
Mstep: Class 18 contains 80032 members 
Mstep: Class 19 contains 5890 members 
Mstep: Class 20 contains 154592 members 
Mstep: Class 21 contains 152358 members 
Mstep: Class 22 contains 4145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161276112.000000 Penalty: 66302.054688
Iteration 62Q: 20 clusters Score -1.612761e+08 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 62965 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 19693 members 
Mstep: Class 5 contains 12308 members 
Mstep: Class 7 contains 161524 members 
Mstep: Class 8 contains 78312 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 150027 members 
Mstep: Class 11 contains 9915 members 
Mstep: Class 12 contains 154545 members 
Mstep: Class 13 contains 5490 members 
Mstep: Class 14 contains 166816 members 
Mstep: Class 16 contains 68881 members 
Mstep: Class 18 contains 79951 members 
Mstep: Class 19 contains 5857 members 
Mstep: Class 20 contains 154311 members 
Mstep: Class 21 contains 152141 members 
Mstep: Class 22 contains 4146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161277552.000000 Penalty: 66302.054688
Iteration 63Q: 20 clusters Score -1.612776e+08 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 62929 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 20306 members 
Mstep: Class 5 contains 12432 members 
Mstep: Class 7 contains 161011 members 
Mstep: Class 8 contains 78549 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 149575 members 
Mstep: Class 11 contains 9877 members 
Mstep: Class 12 contains 154908 members 
Mstep: Class 13 contains 5582 members 
Mstep: Class 14 contains 166817 members 
Mstep: Class 16 contains 68901 members 
Mstep: Class 18 contains 79888 members 
Mstep: Class 19 contains 5878 members 
Mstep: Class 20 contains 154083 members 
Mstep: Class 21 contains 151998 members 
Mstep: Class 22 contains 4145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161278720.000000 Penalty: 66302.054688
Iteration 64Q: 20 clusters Score -1.612787e+08 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 62895 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 20965 members 
Mstep: Class 5 contains 12499 members 
Mstep: Class 7 contains 160507 members 
Mstep: Class 8 contains 78745 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 149148 members 
Mstep: Class 11 contains 9840 members 
Mstep: Class 12 contains 155019 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 166927 members 
Mstep: Class 16 contains 68980 members 
Mstep: Class 18 contains 79870 members 
Mstep: Class 19 contains 5900 members 
Mstep: Class 20 contains 153905 members 
Mstep: Class 21 contains 151870 members 
Mstep: Class 22 contains 4143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161279472.000000 Penalty: 66302.054688
Iteration 65Q: 20 clusters Score -1.612795e+08 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 62898 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 21628 members 
Mstep: Class 5 contains 12489 members 
Mstep: Class 7 contains 160086 members 
Mstep: Class 8 contains 78951 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 148729 members 
Mstep: Class 11 contains 9817 members 
Mstep: Class 12 contains 154871 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 167074 members 
Mstep: Class 16 contains 69052 members 
Mstep: Class 18 contains 79838 members 
Mstep: Class 19 contains 5933 members 
Mstep: Class 20 contains 153788 members 
Mstep: Class 21 contains 151843 members 
Mstep: Class 22 contains 4145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161280336.000000 Penalty: 66302.054688
Iteration 66Q: 20 clusters Score -1.612803e+08 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 62905 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 22275 members 
Mstep: Class 5 contains 12491 members 
Mstep: Class 7 contains 159744 members 
Mstep: Class 8 contains 79178 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 148344 members 
Mstep: Class 11 contains 9775 members 
Mstep: Class 12 contains 154508 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 167209 members 
Mstep: Class 16 contains 69141 members 
Mstep: Class 18 contains 79810 members 
Mstep: Class 19 contains 5954 members 
Mstep: Class 20 contains 153739 members 
Mstep: Class 21 contains 151864 members 
Mstep: Class 22 contains 4146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161281344.000000 Penalty: 66302.054688
Iteration 67Q: 20 clusters Score -1.612813e+08 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 62973 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 22901 members 
Mstep: Class 5 contains 12470 members 
Mstep: Class 7 contains 159405 members 
Mstep: Class 8 contains 79399 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 147973 members 
Mstep: Class 11 contains 9734 members 
Mstep: Class 12 contains 154089 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 167370 members 
Mstep: Class 16 contains 69217 members 
Mstep: Class 18 contains 79748 members 
Mstep: Class 19 contains 5968 members 
Mstep: Class 20 contains 153729 members 
Mstep: Class 21 contains 151901 members 
Mstep: Class 22 contains 4146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161281680.000000 Penalty: 66302.054688
Iteration 68Q: 20 clusters Score -1.612817e+08 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 63011 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 23529 members 
Mstep: Class 5 contains 12392 members 
Mstep: Class 7 contains 159145 members 
Mstep: Class 8 contains 79668 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 147562 members 
Mstep: Class 11 contains 9690 members 
Mstep: Class 12 contains 153630 members 
Mstep: Class 13 contains 5919 members 
Mstep: Class 14 contains 167624 members 
Mstep: Class 16 contains 69249 members 
Mstep: Class 18 contains 79689 members 
Mstep: Class 19 contains 5956 members 
Mstep: Class 20 contains 153679 members 
Mstep: Class 21 contains 151993 members 
Mstep: Class 22 contains 4146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161282496.000000 Penalty: 66302.054688
Iteration 69Q: 20 clusters Score -1.612825e+08 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 63097 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 24132 members 
Mstep: Class 5 contains 12308 members 
Mstep: Class 7 contains 158924 members 
Mstep: Class 8 contains 79951 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 147127 members 
Mstep: Class 11 contains 9659 members 
Mstep: Class 12 contains 153178 members 
Mstep: Class 13 contains 5971 members 
Mstep: Class 14 contains 167812 members 
Mstep: Class 16 contains 69281 members 
Mstep: Class 18 contains 79650 members 
Mstep: Class 19 contains 5974 members 
Mstep: Class 20 contains 153664 members 
Mstep: Class 21 contains 152007 members 
Mstep: Class 22 contains 4148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161283152.000000 Penalty: 66302.054688
Iteration 70Q: 20 clusters Score -1.612832e+08 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 63158 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 12215 members 
Mstep: Class 7 contains 158823 members 
Mstep: Class 8 contains 80231 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 146622 members 
Mstep: Class 11 contains 9633 members 
Mstep: Class 12 contains 152735 members 
Mstep: Class 13 contains 6023 members 
Mstep: Class 14 contains 167983 members 
Mstep: Class 16 contains 69324 members 
Mstep: Class 18 contains 79613 members 
Mstep: Class 19 contains 6014 members 
Mstep: Class 20 contains 153542 members 
Mstep: Class 21 contains 152061 members 
Mstep: Class 22 contains 4148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161283568.000000 Penalty: 66302.054688
Iteration 71Q: 20 clusters Score -1.612836e+08 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 63242 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 25388 members 
Mstep: Class 5 contains 12128 members 
Mstep: Class 7 contains 158741 members 
Mstep: Class 8 contains 80526 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 146140 members 
Mstep: Class 11 contains 9613 members 
Mstep: Class 12 contains 152319 members 
Mstep: Class 13 contains 6062 members 
Mstep: Class 14 contains 168138 members 
Mstep: Class 16 contains 69342 members 
Mstep: Class 18 contains 79569 members 
Mstep: Class 19 contains 6051 members 
Mstep: Class 20 contains 153427 members 
Mstep: Class 21 contains 152057 members 
Mstep: Class 22 contains 4148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161284640.000000 Penalty: 66302.054688
Iteration 72Q: 20 clusters Score -1.612846e+08 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 63375 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 25972 members 
Mstep: Class 5 contains 12097 members 
Mstep: Class 7 contains 158701 members 
Mstep: Class 8 contains 80820 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 145661 members 
Mstep: Class 11 contains 9601 members 
Mstep: Class 12 contains 151938 members 
Mstep: Class 13 contains 6093 members 
Mstep: Class 14 contains 168276 members 
Mstep: Class 16 contains 69386 members 
Mstep: Class 18 contains 79535 members 
Mstep: Class 19 contains 6082 members 
Mstep: Class 20 contains 153296 members 
Mstep: Class 21 contains 151911 members 
Mstep: Class 22 contains 4149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161285024.000000 Penalty: 66302.054688
Iteration 73Q: 20 clusters Score -1.61285e+08 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 63490 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 26588 members 
Mstep: Class 5 contains 12027 members 
Mstep: Class 7 contains 158620 members 
Mstep: Class 8 contains 81122 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 145174 members 
Mstep: Class 11 contains 9584 members 
Mstep: Class 12 contains 151620 members 
Mstep: Class 13 contains 6132 members 
Mstep: Class 14 contains 168513 members 
Mstep: Class 16 contains 69374 members 
Mstep: Class 18 contains 79526 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 153112 members 
Mstep: Class 21 contains 151733 members 
Mstep: Class 22 contains 4147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161285840.000000 Penalty: 66302.054688
Iteration 74Q: 20 clusters Score -1.612858e+08 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 63610 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 27215 members 
Mstep: Class 5 contains 11964 members 
Mstep: Class 7 contains 158475 members 
Mstep: Class 8 contains 81449 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 144704 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 12 contains 151371 members 
Mstep: Class 13 contains 6169 members 
Mstep: Class 14 contains 168789 members 
Mstep: Class 16 contains 69346 members 
Mstep: Class 18 contains 79511 members 
Mstep: Class 19 contains 6184 members 
Mstep: Class 20 contains 152861 members 
Mstep: Class 21 contains 151544 members 
Mstep: Class 22 contains 4145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161286176.000000 Penalty: 66302.054688
Iteration 75Q: 20 clusters Score -1.612862e+08 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 63722 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 27842 members 
Mstep: Class 5 contains 11930 members 
Mstep: Class 7 contains 158332 members 
Mstep: Class 8 contains 81700 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 144218 members 
Mstep: Class 11 contains 9540 members 
Mstep: Class 12 contains 151213 members 
Mstep: Class 13 contains 6201 members 
Mstep: Class 14 contains 169133 members 
Mstep: Class 16 contains 69352 members 
Mstep: Class 18 contains 79497 members 
Mstep: Class 19 contains 6253 members 
Mstep: Class 20 contains 152542 members 
Mstep: Class 21 contains 151269 members 
Mstep: Class 22 contains 4145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161287008.000000 Penalty: 66302.054688
Iteration 76Q: 20 clusters Score -1.61287e+08 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 63832 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 28461 members 
Mstep: Class 5 contains 11905 members 
Mstep: Class 7 contains 158163 members 
Mstep: Class 8 contains 81961 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 143709 members 
Mstep: Class 11 contains 9534 members 
Mstep: Class 12 contains 151110 members 
Mstep: Class 13 contains 6238 members 
Mstep: Class 14 contains 169500 members 
Mstep: Class 16 contains 69328 members 
Mstep: Class 18 contains 79468 members 
Mstep: Class 19 contains 6307 members 
Mstep: Class 20 contains 152244 members 
Mstep: Class 21 contains 150982 members 
Mstep: Class 22 contains 4145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161287824.000000 Penalty: 66302.054688
Iteration 77Q: 20 clusters Score -1.612878e+08 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 63955 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 29026 members 
Mstep: Class 5 contains 11874 members 
Mstep: Class 7 contains 158037 members 
Mstep: Class 8 contains 82207 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 143196 members 
Mstep: Class 11 contains 9524 members 
Mstep: Class 12 contains 150945 members 
Mstep: Class 13 contains 6272 members 
Mstep: Class 14 contains 169912 members 
Mstep: Class 16 contains 69338 members 
Mstep: Class 18 contains 79447 members 
Mstep: Class 19 contains 6357 members 
Mstep: Class 20 contains 151942 members 
Mstep: Class 21 contains 150708 members 
Mstep: Class 22 contains 4147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161288128.000000 Penalty: 66302.054688
Iteration 78Q: 20 clusters Score -1.612881e+08 nChanged 5665
Entering ConstructFrom: 
Score: -161288128.000000 Penalty: 66302.054688
Entering ConstructFrom: 
Trying to split cluster 1 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -142539.671875 Penalty: 1794.433472
	Iteration 0F: 2 clusters Score -142539.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -140515.125000 Penalty: 3588.866943
	Iteration 0F: 3 clusters Score -140515.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -141769.781250 Penalty: 3588.866943
	Iteration 1F: 3 clusters Score -141769.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -142876.343750 Penalty: 3588.866943
	Iteration 2F: 3 clusters Score -142876.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -143589.265625 Penalty: 3588.866943
	Iteration 3F: 3 clusters Score -143589.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -144339.828125 Penalty: 3588.866943
	Iteration 4F: 3 clusters Score -144339.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -145147.906250 Penalty: 3588.866943
	Iteration 5Q: 3 clusters Score -145147.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -145200.000000 Penalty: 3588.866943
	Iteration 6Q: 3 clusters Score -145200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -145234.734375 Penalty: 3588.866943
	Iteration 7Q: 3 clusters Score -145234.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -145318.046875 Penalty: 3588.866943
	Iteration 8Q: 3 clusters Score -145318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -145445.078125 Penalty: 3588.866943
	Iteration 9Q: 3 clusters Score -145445.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -145497.250000 Penalty: 3588.866943
	Iteration 10Q: 3 clusters Score -145497.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -145529.531250 Penalty: 3588.866943
	Iteration 11Q: 3 clusters Score -145529.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -145567.828125 Penalty: 3588.866943
	Iteration 12Q: 3 clusters Score -145567.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -145600.031250 Penalty: 3588.866943
	Iteration 13Q: 3 clusters Score -145600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -145612.312500 Penalty: 3588.866943
	Iteration 14Q: 3 clusters Score -145612.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -145622.593750 Penalty: 3588.866943
	Iteration 15Q: 3 clusters Score -145622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -145623.984375 Penalty: 3588.866943
	Iteration 16Q: 3 clusters Score -145624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -145624.578125 Penalty: 3588.866943
	Iteration 17Q: 3 clusters Score -145624.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -145624.578125 Penalty: 3588.866943
	Iteration 18F: 3 clusters Score -145624.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 64073 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 29551 members 
Mstep: Class 5 contains 11864 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 157862 members 
Mstep: Class 8 contains 82430 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 142693 members 
Mstep: Class 11 contains 9526 members 
Mstep: Class 12 contains 150817 members 
Mstep: Class 13 contains 6307 members 
Mstep: Class 14 contains 170323 members 
Mstep: Class 16 contains 69368 members 
Mstep: Class 18 contains 79416 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 151577 members 
Mstep: Class 21 contains 150509 members 
Mstep: Class 22 contains 4147 members 
Entering Unmasked Estep 
Score: -161289408.000000 Penalty: 69791.640625
Splitting cluster 1 changes total score from -161288128.000000 to -161289408.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (64073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
Entering Unmasked Estep 
Score: -7925605.500000 Penalty: 2744.809082
	Iteration 0F: 2 clusters Score -7925606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -7882558.500000 Penalty: 5489.618164
	Iteration 0F: 3 clusters Score -7882558 nChanged 29844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -7899119.500000 Penalty: 5489.618164
	Iteration 1F: 3 clusters Score -7899120 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -7899616.000000 Penalty: 5489.618164
	Iteration 2Q: 3 clusters Score -7899616 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -7900029.000000 Penalty: 5489.618164
	Iteration 3Q: 3 clusters Score -7900029 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -7900361.500000 Penalty: 5489.618164
	Iteration 4Q: 3 clusters Score -7900362 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -7900635.500000 Penalty: 5489.618164
	Iteration 5Q: 3 clusters Score -7900636 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -7900983.000000 Penalty: 5489.618164
	Iteration 6Q: 3 clusters Score -7900983 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -7901422.500000 Penalty: 5489.618164
	Iteration 7Q: 3 clusters Score -7901422 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -7901924.500000 Penalty: 5489.618164
	Iteration 8Q: 3 clusters Score -7901924 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -7902538.000000 Penalty: 5489.618164
	Iteration 9Q: 3 clusters Score -7902538 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -7903368.500000 Penalty: 5489.618164
	Iteration 10Q: 3 clusters Score -7903368 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -7904650.000000 Penalty: 5489.618164
	Iteration 11Q: 3 clusters Score -7904650 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -7906556.000000 Penalty: 5489.618164
	Iteration 12Q: 3 clusters Score -7906556 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -7908901.000000 Penalty: 5489.618164
	Iteration 13F: 3 clusters Score -7908901 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -7911493.500000 Penalty: 5489.618164
	Iteration 14F: 3 clusters Score -7911494 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -7913607.000000 Penalty: 5489.618164
	Iteration 15Q: 3 clusters Score -7913607 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -7915055.500000 Penalty: 5489.618164
	Iteration 16Q: 3 clusters Score -7915056 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -7916041.500000 Penalty: 5489.618164
	Iteration 17Q: 3 clusters Score -7916042 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -7916968.000000 Penalty: 5489.618164
	Iteration 18Q: 3 clusters Score -7916968 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -7917822.500000 Penalty: 5489.618164
	Iteration 19Q: 3 clusters Score -7917822 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -7918644.000000 Penalty: 5489.618164
	Iteration 20F: 3 clusters Score -7918644 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -7919425.000000 Penalty: 5489.618164
	Iteration 21Q: 3 clusters Score -7919425 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -7920159.500000 Penalty: 5489.618164
	Iteration 22Q: 3 clusters Score -7920160 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -7920849.500000 Penalty: 5489.618164
	Iteration 23Q: 3 clusters Score -7920850 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -7921409.500000 Penalty: 5489.618164
	Iteration 24Q: 3 clusters Score -7921410 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -7921906.000000 Penalty: 5489.618164
	Iteration 25Q: 3 clusters Score -7921906 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61935 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7922254.500000 Penalty: 5489.618164
	Iteration 26Q: 3 clusters Score -7922254 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7922488.500000 Penalty: 5489.618164
	Iteration 27Q: 3 clusters Score -7922488 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7922682.000000 Penalty: 5489.618164
	Iteration 28Q: 3 clusters Score -7922682 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7922770.000000 Penalty: 5489.618164
	Iteration 29Q: 3 clusters Score -7922770 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7922853.500000 Penalty: 5489.618164
	Iteration 30Q: 3 clusters Score -7922854 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62852 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7922909.000000 Penalty: 5489.618164
	Iteration 31Q: 3 clusters Score -7922909 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7922953.000000 Penalty: 5489.618164
	Iteration 32Q: 3 clusters Score -7922953 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7922998.000000 Penalty: 5489.618164
	Iteration 33Q: 3 clusters Score -7922998 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7923047.000000 Penalty: 5489.618164
	Iteration 34Q: 3 clusters Score -7923047 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7923070.000000 Penalty: 5489.618164
	Iteration 35Q: 3 clusters Score -7923070 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63160 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7923103.000000 Penalty: 5489.618164
	Iteration 36Q: 3 clusters Score -7923103 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7923119.500000 Penalty: 5489.618164
	Iteration 37Q: 3 clusters Score -7923120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7923148.500000 Penalty: 5489.618164
	Iteration 38Q: 3 clusters Score -7923148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7923156.500000 Penalty: 5489.618164
	Iteration 39Q: 3 clusters Score -7923156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7923177.500000 Penalty: 5489.618164
	Iteration 40F: 3 clusters Score -7923178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63290 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7923199.000000 Penalty: 5489.618164
	Iteration 41Q: 3 clusters Score -7923199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7923221.500000 Penalty: 5489.618164
	Iteration 42Q: 3 clusters Score -7923222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63330 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7923244.500000 Penalty: 5489.618164
	Iteration 43Q: 3 clusters Score -7923244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7923274.500000 Penalty: 5489.618164
	Iteration 44Q: 3 clusters Score -7923274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7923283.500000 Penalty: 5489.618164
	Iteration 45Q: 3 clusters Score -7923284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7923290.500000 Penalty: 5489.618164
	Iteration 46Q: 3 clusters Score -7923290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7923292.500000 Penalty: 5489.618164
	Iteration 47Q: 3 clusters Score -7923292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7923297.000000 Penalty: 5489.618164
	Iteration 48Q: 3 clusters Score -7923297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7923295.000000 Penalty: 5489.618164
	Iteration 49Q: 3 clusters Score -7923295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7923300.000000 Penalty: 5489.618164
	Iteration 50Q: 3 clusters Score -7923300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7923306.500000 Penalty: 5489.618164
	Iteration 51Q: 3 clusters Score -7923306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7923308.000000 Penalty: 5489.618164
	Iteration 52Q: 3 clusters Score -7923308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7923312.000000 Penalty: 5489.618164
	Iteration 53Q: 3 clusters Score -7923312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7923312.000000 Penalty: 5489.618164
	Iteration 54F: 3 clusters Score -7923312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -129555.742188 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -129555.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -127617.648438 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -127617.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -128002.289062 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -128002.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -128131.031250 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -128131 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -128193.179688 Penalty: 3489.929688
	Iteration 3Q: 3 clusters Score -128193.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -128255.585938 Penalty: 3489.929688
	Iteration 4Q: 3 clusters Score -128255.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -128294.351562 Penalty: 3489.929688
	Iteration 5Q: 3 clusters Score -128294.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -128333.101562 Penalty: 3489.929688
	Iteration 6Q: 3 clusters Score -128333.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -128372.523438 Penalty: 3489.929688
	Iteration 7Q: 3 clusters Score -128372.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128431.640625 Penalty: 3489.929688
	Iteration 8Q: 3 clusters Score -128431.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -128484.507812 Penalty: 3489.929688
	Iteration 9Q: 3 clusters Score -128484.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128517.929688 Penalty: 3489.929688
	Iteration 10Q: 3 clusters Score -128517.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -128578.851562 Penalty: 3489.929688
	Iteration 11Q: 3 clusters Score -128578.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -128654.234375 Penalty: 3489.929688
	Iteration 12Q: 3 clusters Score -128654.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -128724.546875 Penalty: 3489.929688
	Iteration 13Q: 3 clusters Score -128724.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -128810.406250 Penalty: 3489.929688
	Iteration 14Q: 3 clusters Score -128810.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -128864.312500 Penalty: 3489.929688
	Iteration 15Q: 3 clusters Score -128864.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -128896.828125 Penalty: 3489.929688
	Iteration 16Q: 3 clusters Score -128896.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -128911.726562 Penalty: 3489.929688
	Iteration 17Q: 3 clusters Score -128911.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -128926.320312 Penalty: 3489.929688
	Iteration 18Q: 3 clusters Score -128926.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -128932.257812 Penalty: 3489.929688
	Iteration 19Q: 3 clusters Score -128932.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -128941.210938 Penalty: 3489.929688
	Iteration 20F: 3 clusters Score -128941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -128955.375000 Penalty: 3489.929688
	Iteration 21Q: 3 clusters Score -128955.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -128969.554688 Penalty: 3489.929688
	Iteration 22Q: 3 clusters Score -128969.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -128989.226562 Penalty: 3489.929688
	Iteration 23Q: 3 clusters Score -128989.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -129011.890625 Penalty: 3489.929688
	Iteration 24Q: 3 clusters Score -129011.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -129078.765625 Penalty: 3489.929688
	Iteration 25Q: 3 clusters Score -129078.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -129149.085938 Penalty: 3489.929688
	Iteration 26Q: 3 clusters Score -129149.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -129188.726562 Penalty: 3489.929688
	Iteration 27Q: 3 clusters Score -129188.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -129211.781250 Penalty: 3489.929688
	Iteration 28Q: 3 clusters Score -129211.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -129219.953125 Penalty: 3489.929688
	Iteration 29Q: 3 clusters Score -129220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -129227.617188 Penalty: 3489.929688
	Iteration 30Q: 3 clusters Score -129227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -129246.429688 Penalty: 3489.929688
	Iteration 31Q: 3 clusters Score -129246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -129250.835938 Penalty: 3489.929688
	Iteration 32Q: 3 clusters Score -129250.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -129250.835938 Penalty: 3489.929688
	Iteration 33F: 3 clusters Score -129250.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Entering Unmasked Estep 
Score: -3801687.000000 Penalty: 2552.880371
	Iteration 0F: 2 clusters Score -3801687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -3781404.250000 Penalty: 5105.760742
	Iteration 0F: 3 clusters Score -3781404 nChanged 13369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3788630.000000 Penalty: 5105.760742
	Iteration 1F: 3 clusters Score -3788630 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3789140.000000 Penalty: 5105.760742
	Iteration 2Q: 3 clusters Score -3789140 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3789591.750000 Penalty: 5105.760742
	Iteration 3Q: 3 clusters Score -3789592 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3790041.250000 Penalty: 5105.760742
	Iteration 4Q: 3 clusters Score -3790041 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3790601.250000 Penalty: 5105.760742
	Iteration 5Q: 3 clusters Score -3790601 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3791413.750000 Penalty: 5105.760742
	Iteration 6Q: 3 clusters Score -3791414 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3792544.000000 Penalty: 5105.760742
	Iteration 7F: 3 clusters Score -3792544 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3793994.500000 Penalty: 5105.760742
	Iteration 8F: 3 clusters Score -3793994 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3795562.750000 Penalty: 5105.760742
	Iteration 9F: 3 clusters Score -3795563 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3796970.750000 Penalty: 5105.760742
	Iteration 10F: 3 clusters Score -3796971 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3798012.000000 Penalty: 5105.760742
	Iteration 11Q: 3 clusters Score -3798012 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3798655.750000 Penalty: 5105.760742
	Iteration 12Q: 3 clusters Score -3798656 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3798983.000000 Penalty: 5105.760742
	Iteration 13Q: 3 clusters Score -3798983 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3799174.000000 Penalty: 5105.760742
	Iteration 14Q: 3 clusters Score -3799174 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3799286.250000 Penalty: 5105.760742
	Iteration 15Q: 3 clusters Score -3799286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3799355.000000 Penalty: 5105.760742
	Iteration 16Q: 3 clusters Score -3799355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3799390.000000 Penalty: 5105.760742
	Iteration 17Q: 3 clusters Score -3799390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3799437.500000 Penalty: 5105.760742
	Iteration 18Q: 3 clusters Score -3799438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3799462.750000 Penalty: 5105.760742
	Iteration 19Q: 3 clusters Score -3799463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3799482.000000 Penalty: 5105.760742
	Iteration 20F: 3 clusters Score -3799482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3799493.250000 Penalty: 5105.760742
	Iteration 21Q: 3 clusters Score -3799493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3799511.250000 Penalty: 5105.760742
	Iteration 22Q: 3 clusters Score -3799511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3799527.500000 Penalty: 5105.760742
	Iteration 23Q: 3 clusters Score -3799528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3799539.250000 Penalty: 5105.760742
	Iteration 24Q: 3 clusters Score -3799539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3799542.000000 Penalty: 5105.760742
	Iteration 25Q: 3 clusters Score -3799542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3799541.500000 Penalty: 5105.760742
	Iteration 26Q: 3 clusters Score -3799542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3799542.750000 Penalty: 5105.760742
	Iteration 27Q: 3 clusters Score -3799543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3799547.750000 Penalty: 5105.760742
	Iteration 28Q: 3 clusters Score -3799548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3799551.000000 Penalty: 5105.760742
	Iteration 29Q: 3 clusters Score -3799551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3799556.750000 Penalty: 5105.760742
	Iteration 30Q: 3 clusters Score -3799557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3799560.500000 Penalty: 5105.760742
	Iteration 31Q: 3 clusters Score -3799560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3799560.250000 Penalty: 5105.760742
	Iteration 32Q: 3 clusters Score -3799560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3799560.250000 Penalty: 5105.760742
	Iteration 33F: 3 clusters Score -3799560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Entering Unmasked Estep 
Score: -1495986.125000 Penalty: 2326.553467
	Iteration 0F: 2 clusters Score -1495986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1487155.875000 Penalty: 4653.106934
	Iteration 0F: 3 clusters Score -1487156 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1489873.875000 Penalty: 4653.106934
	Iteration 1F: 3 clusters Score -1489874 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1490200.125000 Penalty: 4653.106934
	Iteration 2F: 3 clusters Score -1490200 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1490443.000000 Penalty: 4653.106934
	Iteration 3Q: 3 clusters Score -1490443 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1490659.625000 Penalty: 4653.106934
	Iteration 4Q: 3 clusters Score -1490660 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1490846.750000 Penalty: 4653.106934
	Iteration 5Q: 3 clusters Score -1490847 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1491003.875000 Penalty: 4653.106934
	Iteration 6Q: 3 clusters Score -1491004 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1491153.625000 Penalty: 4653.106934
	Iteration 7Q: 3 clusters Score -1491154 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1491330.750000 Penalty: 4653.106934
	Iteration 8Q: 3 clusters Score -1491331 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1491489.250000 Penalty: 4653.106934
	Iteration 9Q: 3 clusters Score -1491489 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1491641.000000 Penalty: 4653.106934
	Iteration 10Q: 3 clusters Score -1491641 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1491761.750000 Penalty: 4653.106934
	Iteration 11Q: 3 clusters Score -1491762 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1491880.125000 Penalty: 4653.106934
	Iteration 12Q: 3 clusters Score -1491880 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1492013.125000 Penalty: 4653.106934
	Iteration 13Q: 3 clusters Score -1492013 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1492145.625000 Penalty: 4653.106934
	Iteration 14Q: 3 clusters Score -1492146 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1492279.750000 Penalty: 4653.106934
	Iteration 15Q: 3 clusters Score -1492280 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1492425.750000 Penalty: 4653.106934
	Iteration 16Q: 3 clusters Score -1492426 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1492554.500000 Penalty: 4653.106934
	Iteration 17Q: 3 clusters Score -1492554 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1492691.250000 Penalty: 4653.106934
	Iteration 18Q: 3 clusters Score -1492691 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1492799.875000 Penalty: 4653.106934
	Iteration 19Q: 3 clusters Score -1492800 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1492875.625000 Penalty: 4653.106934
	Iteration 20F: 3 clusters Score -1492876 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1492929.000000 Penalty: 4653.106934
	Iteration 21Q: 3 clusters Score -1492929 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1492957.750000 Penalty: 4653.106934
	Iteration 22Q: 3 clusters Score -1492958 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1492975.500000 Penalty: 4653.106934
	Iteration 23Q: 3 clusters Score -1492976 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1492998.375000 Penalty: 4653.106934
	Iteration 24Q: 3 clusters Score -1492998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1493012.625000 Penalty: 4653.106934
	Iteration 25Q: 3 clusters Score -1493013 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1493035.250000 Penalty: 4653.106934
	Iteration 26Q: 3 clusters Score -1493035 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1493048.000000 Penalty: 4653.106934
	Iteration 27Q: 3 clusters Score -1493048 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1493073.000000 Penalty: 4653.106934
	Iteration 28Q: 3 clusters Score -1493073 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1493092.250000 Penalty: 4653.106934
	Iteration 29Q: 3 clusters Score -1493092 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1493114.125000 Penalty: 4653.106934
	Iteration 30Q: 3 clusters Score -1493114 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1493140.750000 Penalty: 4653.106934
	Iteration 31Q: 3 clusters Score -1493141 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1493159.875000 Penalty: 4653.106934
	Iteration 32Q: 3 clusters Score -1493160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1493172.250000 Penalty: 4653.106934
	Iteration 33Q: 3 clusters Score -1493172 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1493187.375000 Penalty: 4653.106934
	Iteration 34Q: 3 clusters Score -1493187 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1493203.375000 Penalty: 4653.106934
	Iteration 35Q: 3 clusters Score -1493203 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1493225.250000 Penalty: 4653.106934
	Iteration 36Q: 3 clusters Score -1493225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1493244.000000 Penalty: 4653.106934
	Iteration 37Q: 3 clusters Score -1493244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1493258.250000 Penalty: 4653.106934
	Iteration 38Q: 3 clusters Score -1493258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1493274.750000 Penalty: 4653.106934
	Iteration 39Q: 3 clusters Score -1493275 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1493289.000000 Penalty: 4653.106934
	Iteration 40F: 3 clusters Score -1493289 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1493308.375000 Penalty: 4653.106934
	Iteration 41Q: 3 clusters Score -1493308 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1493331.625000 Penalty: 4653.106934
	Iteration 42Q: 3 clusters Score -1493332 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1493359.000000 Penalty: 4653.106934
	Iteration 43Q: 3 clusters Score -1493359 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1493382.000000 Penalty: 4653.106934
	Iteration 44Q: 3 clusters Score -1493382 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1493414.875000 Penalty: 4653.106934
	Iteration 45Q: 3 clusters Score -1493415 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1493447.875000 Penalty: 4653.106934
	Iteration 46Q: 3 clusters Score -1493448 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1493484.625000 Penalty: 4653.106934
	Iteration 47Q: 3 clusters Score -1493485 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1493522.750000 Penalty: 4653.106934
	Iteration 48Q: 3 clusters Score -1493523 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1493563.000000 Penalty: 4653.106934
	Iteration 49Q: 3 clusters Score -1493563 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1493596.875000 Penalty: 4653.106934
	Iteration 50Q: 3 clusters Score -1493597 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1493626.000000 Penalty: 4653.106934
	Iteration 51Q: 3 clusters Score -1493626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1493649.500000 Penalty: 4653.106934
	Iteration 52Q: 3 clusters Score -1493650 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1493663.375000 Penalty: 4653.106934
	Iteration 53Q: 3 clusters Score -1493663 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1493682.000000 Penalty: 4653.106934
	Iteration 54Q: 3 clusters Score -1493682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1493701.250000 Penalty: 4653.106934
	Iteration 55Q: 3 clusters Score -1493701 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1493715.375000 Penalty: 4653.106934
	Iteration 56Q: 3 clusters Score -1493715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1493721.125000 Penalty: 4653.106934
	Iteration 57Q: 3 clusters Score -1493721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1493730.500000 Penalty: 4653.106934
	Iteration 58Q: 3 clusters Score -1493730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1493738.000000 Penalty: 4653.106934
	Iteration 59Q: 3 clusters Score -1493738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1493750.625000 Penalty: 4653.106934
	Iteration 60F: 3 clusters Score -1493751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1493763.625000 Penalty: 4653.106934
	Iteration 61Q: 3 clusters Score -1493764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1493770.000000 Penalty: 4653.106934
	Iteration 62Q: 3 clusters Score -1493770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1493778.375000 Penalty: 4653.106934
	Iteration 63Q: 3 clusters Score -1493778 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1493792.875000 Penalty: 4653.106934
	Iteration 64Q: 3 clusters Score -1493793 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1493806.000000 Penalty: 4653.106934
	Iteration 65Q: 3 clusters Score -1493806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1493818.875000 Penalty: 4653.106934
	Iteration 66Q: 3 clusters Score -1493819 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1493830.250000 Penalty: 4653.106934
	Iteration 67Q: 3 clusters Score -1493830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1493841.625000 Penalty: 4653.106934
	Iteration 68Q: 3 clusters Score -1493842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1493847.500000 Penalty: 4653.106934
	Iteration 69Q: 3 clusters Score -1493848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1493868.500000 Penalty: 4653.106934
	Iteration 70Q: 3 clusters Score -1493868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1493884.500000 Penalty: 4653.106934
	Iteration 71Q: 3 clusters Score -1493884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1493900.250000 Penalty: 4653.106934
	Iteration 72Q: 3 clusters Score -1493900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1493906.000000 Penalty: 4653.106934
	Iteration 73Q: 3 clusters Score -1493906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1493912.750000 Penalty: 4653.106934
	Iteration 74Q: 3 clusters Score -1493913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1493920.500000 Penalty: 4653.106934
	Iteration 75Q: 3 clusters Score -1493920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1493934.875000 Penalty: 4653.106934
	Iteration 76Q: 3 clusters Score -1493935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1493942.250000 Penalty: 4653.106934
	Iteration 77Q: 3 clusters Score -1493942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1493953.375000 Penalty: 4653.106934
	Iteration 78Q: 3 clusters Score -1493953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1493966.625000 Penalty: 4653.106934
	Iteration 79Q: 3 clusters Score -1493967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1493978.375000 Penalty: 4653.106934
	Iteration 80F: 3 clusters Score -1493978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1493983.875000 Penalty: 4653.106934
	Iteration 81Q: 3 clusters Score -1493984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1494000.875000 Penalty: 4653.106934
	Iteration 82Q: 3 clusters Score -1494001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1494017.125000 Penalty: 4653.106934
	Iteration 83Q: 3 clusters Score -1494017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1494029.875000 Penalty: 4653.106934
	Iteration 84Q: 3 clusters Score -1494030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1494044.750000 Penalty: 4653.106934
	Iteration 85Q: 3 clusters Score -1494045 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1494058.625000 Penalty: 4653.106934
	Iteration 86Q: 3 clusters Score -1494059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1494061.875000 Penalty: 4653.106934
	Iteration 87Q: 3 clusters Score -1494062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1494065.125000 Penalty: 4653.106934
	Iteration 88Q: 3 clusters Score -1494065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1494073.250000 Penalty: 4653.106934
	Iteration 89Q: 3 clusters Score -1494073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1494076.875000 Penalty: 4653.106934
	Iteration 90Q: 3 clusters Score -1494077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1494084.250000 Penalty: 4653.106934
	Iteration 91Q: 3 clusters Score -1494084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1494087.125000 Penalty: 4653.106934
	Iteration 92Q: 3 clusters Score -1494087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1494089.375000 Penalty: 4653.106934
	Iteration 93Q: 3 clusters Score -1494089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1494090.125000 Penalty: 4653.106934
	Iteration 94Q: 3 clusters Score -1494090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1494090.250000 Penalty: 4653.106934
	Iteration 95Q: 3 clusters Score -1494090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1494093.375000 Penalty: 4653.106934
	Iteration 96Q: 3 clusters Score -1494093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1494094.000000 Penalty: 4653.106934
	Iteration 97Q: 3 clusters Score -1494094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1494091.875000 Penalty: 4653.106934
	Iteration 98Q: 3 clusters Score -1494092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1494093.875000 Penalty: 4653.106934
	Iteration 99Q: 3 clusters Score -1494094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1494093.875000 Penalty: 4653.106934
	Iteration 100F: 3 clusters Score -1494094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (157862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157862 members 
Entering Unmasked Estep 
Score: -20137086.000000 Penalty: 2968.430176
	Iteration 0F: 2 clusters Score -2.013709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78701 members 
Mstep: Class 2 contains 79161 members 
Entering Unmasked Estep 
Score: -20033388.000000 Penalty: 5936.860352
	Iteration 0F: 3 clusters Score -2.003339e+07 nChanged 75593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 82368 members 
Entering Unmasked Estep 
Score: -20077338.000000 Penalty: 5936.860352
	Iteration 1F: 3 clusters Score -2.007734e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 84803 members 
Entering Unmasked Estep 
Score: -20078422.000000 Penalty: 5936.860352
	Iteration 2Q: 3 clusters Score -2.007842e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 88694 members 
Entering Unmasked Estep 
Score: -20080070.000000 Penalty: 5936.860352
	Iteration 3Q: 3 clusters Score -2.008007e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 94634 members 
Entering Unmasked Estep 
Score: -20082988.000000 Penalty: 5936.860352
	Iteration 4Q: 3 clusters Score -2.008299e+07 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 103484 members 
Entering Unmasked Estep 
Score: -20088416.000000 Penalty: 5936.860352
	Iteration 5F: 3 clusters Score -2.008842e+07 nChanged 12327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 115375 members 
Entering Unmasked Estep 
Score: -20097574.000000 Penalty: 5936.860352
	Iteration 6F: 3 clusters Score -2.009757e+07 nChanged 13938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 129021 members 
Entering Unmasked Estep 
Score: -20110306.000000 Penalty: 5936.860352
	Iteration 7F: 3 clusters Score -2.011031e+07 nChanged 12397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 141244 members 
Entering Unmasked Estep 
Score: -20122506.000000 Penalty: 5936.860352
	Iteration 8F: 3 clusters Score -2.012251e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 148998 members 
Entering Unmasked Estep 
Score: -20130134.000000 Penalty: 5936.860352
	Iteration 9F: 3 clusters Score -2.013013e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 152883 members 
Entering Unmasked Estep 
Score: -20133306.000000 Penalty: 5936.860352
	Iteration 10Q: 3 clusters Score -2.013331e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 154607 members 
Entering Unmasked Estep 
Score: -20134398.000000 Penalty: 5936.860352
	Iteration 11Q: 3 clusters Score -2.01344e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 155408 members 
Entering Unmasked Estep 
Score: -20134748.000000 Penalty: 5936.860352
	Iteration 12Q: 3 clusters Score -2.013475e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 155857 members 
Entering Unmasked Estep 
Score: -20134966.000000 Penalty: 5936.860352
	Iteration 13Q: 3 clusters Score -2.013497e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 156155 members 
Entering Unmasked Estep 
Score: -20135030.000000 Penalty: 5936.860352
	Iteration 14Q: 3 clusters Score -2.013503e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 156363 members 
Entering Unmasked Estep 
Score: -20135092.000000 Penalty: 5936.860352
	Iteration 15Q: 3 clusters Score -2.013509e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 156490 members 
Entering Unmasked Estep 
Score: -20135142.000000 Penalty: 5936.860352
	Iteration 16Q: 3 clusters Score -2.013514e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 156586 members 
Entering Unmasked Estep 
Score: -20135172.000000 Penalty: 5936.860352
	Iteration 17Q: 3 clusters Score -2.013517e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 156660 members 
Entering Unmasked Estep 
Score: -20135196.000000 Penalty: 5936.860352
	Iteration 18Q: 3 clusters Score -2.01352e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 156719 members 
Entering Unmasked Estep 
Score: -20135196.000000 Penalty: 5936.860352
	Iteration 19Q: 3 clusters Score -2.01352e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 156775 members 
Entering Unmasked Estep 
Score: -20135224.000000 Penalty: 5936.860352
	Iteration 20F: 3 clusters Score -2.013522e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 156809 members 
Entering Unmasked Estep 
Score: -20135262.000000 Penalty: 5936.860352
	Iteration 21Q: 3 clusters Score -2.013526e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 156847 members 
Entering Unmasked Estep 
Score: -20135270.000000 Penalty: 5936.860352
	Iteration 22Q: 3 clusters Score -2.013527e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 156877 members 
Entering Unmasked Estep 
Score: -20135250.000000 Penalty: 5936.860352
	Iteration 23Q: 3 clusters Score -2.013525e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 156907 members 
Entering Unmasked Estep 
Score: -20135244.000000 Penalty: 5936.860352
	Iteration 24Q: 3 clusters Score -2.013524e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 156935 members 
Entering Unmasked Estep 
Score: -20135210.000000 Penalty: 5936.860352
	Iteration 25Q: 3 clusters Score -2.013521e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 156953 members 
Entering Unmasked Estep 
Score: -20135194.000000 Penalty: 5936.860352
	Iteration 26Q: 3 clusters Score -2.013519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 156962 members 
Entering Unmasked Estep 
Score: -20135186.000000 Penalty: 5936.860352
	Iteration 27Q: 3 clusters Score -2.013519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 156972 members 
Entering Unmasked Estep 
Score: -20135182.000000 Penalty: 5936.860352
	Iteration 28Q: 3 clusters Score -2.013518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 156986 members 
Entering Unmasked Estep 
Score: -20135178.000000 Penalty: 5936.860352
	Iteration 29Q: 3 clusters Score -2.013518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 156995 members 
Entering Unmasked Estep 
Score: -20135184.000000 Penalty: 5936.860352
	Iteration 30Q: 3 clusters Score -2.013518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 157005 members 
Entering Unmasked Estep 
Score: -20135184.000000 Penalty: 5936.860352
	Iteration 31Q: 3 clusters Score -2.013518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 157007 members 
Entering Unmasked Estep 
Score: -20135206.000000 Penalty: 5936.860352
	Iteration 32Q: 3 clusters Score -2.013521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 157008 members 
Entering Unmasked Estep 
Score: -20135198.000000 Penalty: 5936.860352
	Iteration 33Q: 3 clusters Score -2.01352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 157009 members 
Entering Unmasked Estep 
Score: -20135208.000000 Penalty: 5936.860352
	Iteration 34Q: 3 clusters Score -2.013521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 157010 members 
Entering Unmasked Estep 
Score: -20135206.000000 Penalty: 5936.860352
	Iteration 35Q: 3 clusters Score -2.013521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 157010 members 
Entering Unmasked Estep 
Score: -20135214.000000 Penalty: 5936.860352
	Iteration 36Q: 3 clusters Score -2.013521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 157009 members 
Entering Unmasked Estep 
Score: -20135216.000000 Penalty: 5936.860352
	Iteration 37Q: 3 clusters Score -2.013522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 157009 members 
Entering Unmasked Estep 
Score: -20135216.000000 Penalty: 5936.860352
	Iteration 38F: 3 clusters Score -2.013522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (82430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Entering Unmasked Estep 
Score: -10630307.000000 Penalty: 2807.286865
	Iteration 0F: 2 clusters Score -1.063031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -10575448.000000 Penalty: 5614.573730
	Iteration 0F: 3 clusters Score -1.057545e+07 nChanged 38661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -10597271.000000 Penalty: 5614.573730
	Iteration 1F: 3 clusters Score -1.059727e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -10598031.000000 Penalty: 5614.573730
	Iteration 2Q: 3 clusters Score -1.059803e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -10599243.000000 Penalty: 5614.573730
	Iteration 3Q: 3 clusters Score -1.059924e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -10601308.000000 Penalty: 5614.573730
	Iteration 4F: 3 clusters Score -1.060131e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -10605475.000000 Penalty: 5614.573730
	Iteration 5F: 3 clusters Score -1.060548e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65901 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -10612256.000000 Penalty: 5614.573730
	Iteration 6F: 3 clusters Score -1.061226e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73155 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -10620020.000000 Penalty: 5614.573730
	Iteration 7F: 3 clusters Score -1.062002e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77973 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -10625226.000000 Penalty: 5614.573730
	Iteration 8F: 3 clusters Score -1.062523e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -10627411.000000 Penalty: 5614.573730
	Iteration 9Q: 3 clusters Score -1.062741e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80622 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -10628391.000000 Penalty: 5614.573730
	Iteration 10Q: 3 clusters Score -1.062839e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -10628829.000000 Penalty: 5614.573730
	Iteration 11Q: 3 clusters Score -1.062883e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80722 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -10628980.000000 Penalty: 5614.573730
	Iteration 12Q: 3 clusters Score -1.062898e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -10629032.000000 Penalty: 5614.573730
	Iteration 13Q: 3 clusters Score -1.062903e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80660 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -10629067.000000 Penalty: 5614.573730
	Iteration 14Q: 3 clusters Score -1.062907e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80624 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -10629079.000000 Penalty: 5614.573730
	Iteration 15Q: 3 clusters Score -1.062908e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80610 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -10629073.000000 Penalty: 5614.573730
	Iteration 16Q: 3 clusters Score -1.062907e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80592 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -10629094.000000 Penalty: 5614.573730
	Iteration 17Q: 3 clusters Score -1.062909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -10629112.000000 Penalty: 5614.573730
	Iteration 18Q: 3 clusters Score -1.062911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80567 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -10629123.000000 Penalty: 5614.573730
	Iteration 19Q: 3 clusters Score -1.062912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80554 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -10629119.000000 Penalty: 5614.573730
	Iteration 20F: 3 clusters Score -1.062912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -10629124.000000 Penalty: 5614.573730
	Iteration 21Q: 3 clusters Score -1.062912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80536 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -10629124.000000 Penalty: 5614.573730
	Iteration 22Q: 3 clusters Score -1.062912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -10629116.000000 Penalty: 5614.573730
	Iteration 23Q: 3 clusters Score -1.062912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -10629110.000000 Penalty: 5614.573730
	Iteration 24Q: 3 clusters Score -1.062911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -10629127.000000 Penalty: 5614.573730
	Iteration 25Q: 3 clusters Score -1.062913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80513 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -10629122.000000 Penalty: 5614.573730
	Iteration 26Q: 3 clusters Score -1.062912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80511 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -10629122.000000 Penalty: 5614.573730
	Iteration 27Q: 3 clusters Score -1.062912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80507 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -10629118.000000 Penalty: 5614.573730
	Iteration 28Q: 3 clusters Score -1.062912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -10629112.000000 Penalty: 5614.573730
	Iteration 29Q: 3 clusters Score -1.062911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80502 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -10629114.000000 Penalty: 5614.573730
	Iteration 30Q: 3 clusters Score -1.062911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -10629124.000000 Penalty: 5614.573730
	Iteration 31Q: 3 clusters Score -1.062912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -10629124.000000 Penalty: 5614.573730
	Iteration 32F: 3 clusters Score -1.062912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Entering Unmasked Estep 
Score: -144676.937500 Penalty: 1820.044312
	Iteration 0F: 2 clusters Score -144676.9 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 750 members 
Entering Unmasked Estep 
Score: -142520.484375 Penalty: 3640.088623
	Iteration 0F: 3 clusters Score -142520.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -143819.750000 Penalty: 3640.088623
	Iteration 1F: 3 clusters Score -143819.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -144788.890625 Penalty: 3640.088623
	Iteration 2F: 3 clusters Score -144788.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -145529.546875 Penalty: 3640.088623
	Iteration 3F: 3 clusters Score -145529.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -146071.484375 Penalty: 3640.088623
	Iteration 4F: 3 clusters Score -146071.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -146585.562500 Penalty: 3640.088623
	Iteration 5F: 3 clusters Score -146585.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -147143.218750 Penalty: 3640.088623
	Iteration 6Q: 3 clusters Score -147143.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -147214.250000 Penalty: 3640.088623
	Iteration 7Q: 3 clusters Score -147214.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -147252.421875 Penalty: 3640.088623
	Iteration 8Q: 3 clusters Score -147252.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -147332.984375 Penalty: 3640.088623
	Iteration 9Q: 3 clusters Score -147333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -147511.765625 Penalty: 3640.088623
	Iteration 10Q: 3 clusters Score -147511.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -147872.187500 Penalty: 3640.088623
	Iteration 11Q: 3 clusters Score -147872.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -148088.625000 Penalty: 3640.088623
	Iteration 12Q: 3 clusters Score -148088.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -148249.421875 Penalty: 3640.088623
	Iteration 13Q: 3 clusters Score -148249.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -148362.171875 Penalty: 3640.088623
	Iteration 14Q: 3 clusters Score -148362.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -148381.468750 Penalty: 3640.088623
	Iteration 15Q: 3 clusters Score -148381.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -148383.843750 Penalty: 3640.088623
	Iteration 16Q: 3 clusters Score -148383.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -148383.843750 Penalty: 3640.088623
	Iteration 17F: 3 clusters Score -148383.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 64073 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 29551 members 
Mstep: Class 5 contains 11864 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 157862 members 
Mstep: Class 8 contains 82430 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 142693 members 
Mstep: Class 11 contains 9526 members 
Mstep: Class 12 contains 150817 members 
Mstep: Class 13 contains 6307 members 
Mstep: Class 14 contains 170323 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 69368 members 
Mstep: Class 18 contains 79416 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 151577 members 
Mstep: Class 21 contains 150509 members 
Mstep: Class 22 contains 4147 members 
Entering Unmasked Estep 
Score: -161291152.000000 Penalty: 73281.218750
Splitting cluster 9 changes total score from -161288128.000000 to -161291152.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 10 (142693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142693 members 
Entering Unmasked Estep 
Score: -18225210.000000 Penalty: 2943.375977
	Iteration 0F: 2 clusters Score -1.822521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71471 members 
Mstep: Class 2 contains 71222 members 
Entering Unmasked Estep 
Score: -18131846.000000 Penalty: 5886.751953
	Iteration 0F: 3 clusters Score -1.813185e+07 nChanged 68190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 68346 members 
Entering Unmasked Estep 
Score: -18171320.000000 Penalty: 5886.751953
	Iteration 1F: 3 clusters Score -1.817132e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -18172344.000000 Penalty: 5886.751953
	Iteration 2Q: 3 clusters Score -1.817234e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78713 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -18173466.000000 Penalty: 5886.751953
	Iteration 3Q: 3 clusters Score -1.817347e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -18175128.000000 Penalty: 5886.751953
	Iteration 4Q: 3 clusters Score -1.817513e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -18177910.000000 Penalty: 5886.751953
	Iteration 5Q: 3 clusters Score -1.817791e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95936 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -18182498.000000 Penalty: 5886.751953
	Iteration 6F: 3 clusters Score -1.81825e+07 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105787 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -18189486.000000 Penalty: 5886.751953
	Iteration 7F: 3 clusters Score -1.818949e+07 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116666 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -18198730.000000 Penalty: 5886.751953
	Iteration 8F: 3 clusters Score -1.819873e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126447 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -18208058.000000 Penalty: 5886.751953
	Iteration 9F: 3 clusters Score -1.820806e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133488 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -18215182.000000 Penalty: 5886.751953
	Iteration 10F: 3 clusters Score -1.821518e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137633 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -18219262.000000 Penalty: 5886.751953
	Iteration 11Q: 3 clusters Score -1.821926e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139782 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -18221336.000000 Penalty: 5886.751953
	Iteration 12Q: 3 clusters Score -1.822134e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140796 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -18222222.000000 Penalty: 5886.751953
	Iteration 13Q: 3 clusters Score -1.822222e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141280 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -18222776.000000 Penalty: 5886.751953
	Iteration 14Q: 3 clusters Score -1.822278e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141455 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -18223026.000000 Penalty: 5886.751953
	Iteration 15Q: 3 clusters Score -1.822303e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141551 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -18223266.000000 Penalty: 5886.751953
	Iteration 16Q: 3 clusters Score -1.822327e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141587 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -18223344.000000 Penalty: 5886.751953
	Iteration 17Q: 3 clusters Score -1.822334e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141609 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -18223460.000000 Penalty: 5886.751953
	Iteration 18Q: 3 clusters Score -1.822346e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141643 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -18223534.000000 Penalty: 5886.751953
	Iteration 19Q: 3 clusters Score -1.822353e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141660 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -18223592.000000 Penalty: 5886.751953
	Iteration 20F: 3 clusters Score -1.822359e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141661 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -18223632.000000 Penalty: 5886.751953
	Iteration 21Q: 3 clusters Score -1.822363e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141654 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -18223660.000000 Penalty: 5886.751953
	Iteration 22Q: 3 clusters Score -1.822366e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141651 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -18223708.000000 Penalty: 5886.751953
	Iteration 23Q: 3 clusters Score -1.822371e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141635 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -18223726.000000 Penalty: 5886.751953
	Iteration 24Q: 3 clusters Score -1.822373e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141633 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -18223730.000000 Penalty: 5886.751953
	Iteration 25Q: 3 clusters Score -1.822373e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141633 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -18223730.000000 Penalty: 5886.751953
	Iteration 26Q: 3 clusters Score -1.822373e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141628 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -18223736.000000 Penalty: 5886.751953
	Iteration 27Q: 3 clusters Score -1.822374e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141630 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -18223746.000000 Penalty: 5886.751953
	Iteration 28Q: 3 clusters Score -1.822375e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141632 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -18223770.000000 Penalty: 5886.751953
	Iteration 29Q: 3 clusters Score -1.822377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141630 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -18223768.000000 Penalty: 5886.751953
	Iteration 30Q: 3 clusters Score -1.822377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141634 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -18223768.000000 Penalty: 5886.751953
	Iteration 31Q: 3 clusters Score -1.822377e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141635 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -18223784.000000 Penalty: 5886.751953
	Iteration 32Q: 3 clusters Score -1.822378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141633 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -18223800.000000 Penalty: 5886.751953
	Iteration 33Q: 3 clusters Score -1.82238e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141629 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -18223816.000000 Penalty: 5886.751953
	Iteration 34Q: 3 clusters Score -1.822382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141614 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -18223838.000000 Penalty: 5886.751953
	Iteration 35Q: 3 clusters Score -1.822384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141606 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -18223838.000000 Penalty: 5886.751953
	Iteration 36Q: 3 clusters Score -1.822384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141602 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -18223842.000000 Penalty: 5886.751953
	Iteration 37Q: 3 clusters Score -1.822384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141593 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -18223846.000000 Penalty: 5886.751953
	Iteration 38Q: 3 clusters Score -1.822385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141589 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -18223856.000000 Penalty: 5886.751953
	Iteration 39Q: 3 clusters Score -1.822386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141588 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -18223864.000000 Penalty: 5886.751953
	Iteration 40F: 3 clusters Score -1.822386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141583 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -18223868.000000 Penalty: 5886.751953
	Iteration 41Q: 3 clusters Score -1.822387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141588 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -18223864.000000 Penalty: 5886.751953
	Iteration 42Q: 3 clusters Score -1.822386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141590 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -18223874.000000 Penalty: 5886.751953
	Iteration 43Q: 3 clusters Score -1.822387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141593 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -18223890.000000 Penalty: 5886.751953
	Iteration 44Q: 3 clusters Score -1.822389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141591 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -18223904.000000 Penalty: 5886.751953
	Iteration 45Q: 3 clusters Score -1.82239e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141590 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -18223924.000000 Penalty: 5886.751953
	Iteration 46Q: 3 clusters Score -1.822392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141586 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -18223920.000000 Penalty: 5886.751953
	Iteration 47Q: 3 clusters Score -1.822392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141580 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -18223928.000000 Penalty: 5886.751953
	Iteration 48Q: 3 clusters Score -1.822393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141578 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -18223940.000000 Penalty: 5886.751953
	Iteration 49Q: 3 clusters Score -1.822394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141576 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -18223938.000000 Penalty: 5886.751953
	Iteration 50Q: 3 clusters Score -1.822394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141577 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -18223942.000000 Penalty: 5886.751953
	Iteration 51Q: 3 clusters Score -1.822394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141576 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -18223954.000000 Penalty: 5886.751953
	Iteration 52Q: 3 clusters Score -1.822395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141576 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -18223960.000000 Penalty: 5886.751953
	Iteration 53Q: 3 clusters Score -1.822396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141575 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -18223944.000000 Penalty: 5886.751953
	Iteration 54Q: 3 clusters Score -1.822394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141574 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -18223946.000000 Penalty: 5886.751953
	Iteration 55Q: 3 clusters Score -1.822395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141574 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -18223946.000000 Penalty: 5886.751953
	Iteration 56F: 3 clusters Score -1.822395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Entering Unmasked Estep 
Score: -1153632.500000 Penalty: 2272.121582
	Iteration 0F: 2 clusters Score -1153632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1146216.375000 Penalty: 4544.243164
	Iteration 0F: 3 clusters Score -1146216 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1148353.750000 Penalty: 4544.243164
	Iteration 1F: 3 clusters Score -1148354 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1148708.875000 Penalty: 4544.243164
	Iteration 2F: 3 clusters Score -1148709 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1149029.750000 Penalty: 4544.243164
	Iteration 3F: 3 clusters Score -1149030 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1149338.250000 Penalty: 4544.243164
	Iteration 4F: 3 clusters Score -1149338 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1149653.125000 Penalty: 4544.243164
	Iteration 5Q: 3 clusters Score -1149653 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1149972.625000 Penalty: 4544.243164
	Iteration 6Q: 3 clusters Score -1149973 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1150250.250000 Penalty: 4544.243164
	Iteration 7Q: 3 clusters Score -1150250 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1150537.000000 Penalty: 4544.243164
	Iteration 8Q: 3 clusters Score -1150537 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1150817.250000 Penalty: 4544.243164
	Iteration 9Q: 3 clusters Score -1150817 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1151150.000000 Penalty: 4544.243164
	Iteration 10Q: 3 clusters Score -1151150 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1151481.250000 Penalty: 4544.243164
	Iteration 11Q: 3 clusters Score -1151481 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1151758.375000 Penalty: 4544.243164
	Iteration 12Q: 3 clusters Score -1151758 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1152054.750000 Penalty: 4544.243164
	Iteration 13Q: 3 clusters Score -1152055 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1152329.625000 Penalty: 4544.243164
	Iteration 14Q: 3 clusters Score -1152330 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1152622.375000 Penalty: 4544.243164
	Iteration 15Q: 3 clusters Score -1152622 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1152767.875000 Penalty: 4544.243164
	Iteration 16Q: 3 clusters Score -1152768 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1152839.875000 Penalty: 4544.243164
	Iteration 17Q: 3 clusters Score -1152840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1152873.750000 Penalty: 4544.243164
	Iteration 18Q: 3 clusters Score -1152874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1152888.625000 Penalty: 4544.243164
	Iteration 19Q: 3 clusters Score -1152889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1152895.500000 Penalty: 4544.243164
	Iteration 20F: 3 clusters Score -1152896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1152900.375000 Penalty: 4544.243164
	Iteration 21Q: 3 clusters Score -1152900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1152900.875000 Penalty: 4544.243164
	Iteration 22Q: 3 clusters Score -1152901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1152903.875000 Penalty: 4544.243164
	Iteration 23Q: 3 clusters Score -1152904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1152904.875000 Penalty: 4544.243164
	Iteration 24Q: 3 clusters Score -1152905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1152904.625000 Penalty: 4544.243164
	Iteration 25Q: 3 clusters Score -1152905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1152904.625000 Penalty: 4544.243164
	Iteration 26F: 3 clusters Score -1152905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (150817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150817 members 
Entering Unmasked Estep 
Score: -19293830.000000 Penalty: 2957.107910
	Iteration 0F: 2 clusters Score -1.929383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -19196608.000000 Penalty: 5914.215820
	Iteration 0F: 3 clusters Score -1.919661e+07 nChanged 71942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 77396 members 
Entering Unmasked Estep 
Score: -19238560.000000 Penalty: 5914.215820
	Iteration 1F: 3 clusters Score -1.923856e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72520 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -19239846.000000 Penalty: 5914.215820
	Iteration 2Q: 3 clusters Score -1.923985e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -19241602.000000 Penalty: 5914.215820
	Iteration 3Q: 3 clusters Score -1.92416e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69565 members 
Mstep: Class 2 contains 81252 members 
Entering Unmasked Estep 
Score: -19244266.000000 Penalty: 5914.215820
	Iteration 4Q: 3 clusters Score -1.924427e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67597 members 
Mstep: Class 2 contains 83220 members 
Entering Unmasked Estep 
Score: -19247508.000000 Penalty: 5914.215820
	Iteration 5Q: 3 clusters Score -1.924751e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 85379 members 
Entering Unmasked Estep 
Score: -19251880.000000 Penalty: 5914.215820
	Iteration 6F: 3 clusters Score -1.925188e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 87436 members 
Entering Unmasked Estep 
Score: -19257074.000000 Penalty: 5914.215820
	Iteration 7F: 3 clusters Score -1.925707e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 89166 members 
Entering Unmasked Estep 
Score: -19262664.000000 Penalty: 5914.215820
	Iteration 8F: 3 clusters Score -1.926266e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 90146 members 
Entering Unmasked Estep 
Score: -19268032.000000 Penalty: 5914.215820
	Iteration 9F: 3 clusters Score -1.926803e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -19272756.000000 Penalty: 5914.215820
	Iteration 10F: 3 clusters Score -1.927276e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 90125 members 
Entering Unmasked Estep 
Score: -19275206.000000 Penalty: 5914.215820
	Iteration 11Q: 3 clusters Score -1.927521e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -19276560.000000 Penalty: 5914.215820
	Iteration 12Q: 3 clusters Score -1.927656e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61563 members 
Mstep: Class 2 contains 89254 members 
Entering Unmasked Estep 
Score: -19277226.000000 Penalty: 5914.215820
	Iteration 13Q: 3 clusters Score -1.927723e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 88822 members 
Entering Unmasked Estep 
Score: -19277486.000000 Penalty: 5914.215820
	Iteration 14Q: 3 clusters Score -1.927749e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 88421 members 
Entering Unmasked Estep 
Score: -19277696.000000 Penalty: 5914.215820
	Iteration 15Q: 3 clusters Score -1.92777e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 87999 members 
Entering Unmasked Estep 
Score: -19277840.000000 Penalty: 5914.215820
	Iteration 16Q: 3 clusters Score -1.927784e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 87563 members 
Entering Unmasked Estep 
Score: -19278040.000000 Penalty: 5914.215820
	Iteration 17Q: 3 clusters Score -1.927804e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -19278192.000000 Penalty: 5914.215820
	Iteration 18Q: 3 clusters Score -1.927819e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 86781 members 
Entering Unmasked Estep 
Score: -19278266.000000 Penalty: 5914.215820
	Iteration 19Q: 3 clusters Score -1.927827e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 86355 members 
Entering Unmasked Estep 
Score: -19278408.000000 Penalty: 5914.215820
	Iteration 20F: 3 clusters Score -1.927841e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 85949 members 
Entering Unmasked Estep 
Score: -19278526.000000 Penalty: 5914.215820
	Iteration 21Q: 3 clusters Score -1.927853e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -19278516.000000 Penalty: 5914.215820
	Iteration 22Q: 3 clusters Score -1.927852e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 85053 members 
Entering Unmasked Estep 
Score: -19278628.000000 Penalty: 5914.215820
	Iteration 23Q: 3 clusters Score -1.927863e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 84586 members 
Entering Unmasked Estep 
Score: -19278770.000000 Penalty: 5914.215820
	Iteration 24Q: 3 clusters Score -1.927877e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 84035 members 
Entering Unmasked Estep 
Score: -19278880.000000 Penalty: 5914.215820
	Iteration 25Q: 3 clusters Score -1.927888e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67367 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -19278992.000000 Penalty: 5914.215820
	Iteration 26Q: 3 clusters Score -1.927899e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 82896 members 
Entering Unmasked Estep 
Score: -19279078.000000 Penalty: 5914.215820
	Iteration 27Q: 3 clusters Score -1.927908e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68407 members 
Mstep: Class 2 contains 82410 members 
Entering Unmasked Estep 
Score: -19279146.000000 Penalty: 5914.215820
	Iteration 28Q: 3 clusters Score -1.927915e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -19279152.000000 Penalty: 5914.215820
	Iteration 29Q: 3 clusters Score -1.927915e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69300 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -19279230.000000 Penalty: 5914.215820
	Iteration 30Q: 3 clusters Score -1.927923e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69741 members 
Mstep: Class 2 contains 81076 members 
Entering Unmasked Estep 
Score: -19279190.000000 Penalty: 5914.215820
	Iteration 31Q: 3 clusters Score -1.927919e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 80618 members 
Entering Unmasked Estep 
Score: -19279252.000000 Penalty: 5914.215820
	Iteration 32Q: 3 clusters Score -1.927925e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 80187 members 
Entering Unmasked Estep 
Score: -19279282.000000 Penalty: 5914.215820
	Iteration 33Q: 3 clusters Score -1.927928e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -19279298.000000 Penalty: 5914.215820
	Iteration 34Q: 3 clusters Score -1.92793e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -19279284.000000 Penalty: 5914.215820
	Iteration 35Q: 3 clusters Score -1.927928e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71949 members 
Mstep: Class 2 contains 78868 members 
Entering Unmasked Estep 
Score: -19279376.000000 Penalty: 5914.215820
	Iteration 36Q: 3 clusters Score -1.927938e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 78324 members 
Entering Unmasked Estep 
Score: -19279416.000000 Penalty: 5914.215820
	Iteration 37Q: 3 clusters Score -1.927942e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73087 members 
Mstep: Class 2 contains 77730 members 
Entering Unmasked Estep 
Score: -19279460.000000 Penalty: 5914.215820
	Iteration 38Q: 3 clusters Score -1.927946e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73718 members 
Mstep: Class 2 contains 77099 members 
Entering Unmasked Estep 
Score: -19279512.000000 Penalty: 5914.215820
	Iteration 39Q: 3 clusters Score -1.927951e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -19279536.000000 Penalty: 5914.215820
	Iteration 40F: 3 clusters Score -1.927954e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75196 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -19279572.000000 Penalty: 5914.215820
	Iteration 41Q: 3 clusters Score -1.927957e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 74771 members 
Entering Unmasked Estep 
Score: -19279644.000000 Penalty: 5914.215820
	Iteration 42Q: 3 clusters Score -1.927964e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -19279718.000000 Penalty: 5914.215820
	Iteration 43Q: 3 clusters Score -1.927972e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78010 members 
Mstep: Class 2 contains 72807 members 
Entering Unmasked Estep 
Score: -19279798.000000 Penalty: 5914.215820
	Iteration 44Q: 3 clusters Score -1.92798e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79150 members 
Mstep: Class 2 contains 71667 members 
Entering Unmasked Estep 
Score: -19279942.000000 Penalty: 5914.215820
	Iteration 45Q: 3 clusters Score -1.927994e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80334 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -19280006.000000 Penalty: 5914.215820
	Iteration 46Q: 3 clusters Score -1.928001e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 69260 members 
Entering Unmasked Estep 
Score: -19280106.000000 Penalty: 5914.215820
	Iteration 47Q: 3 clusters Score -1.928011e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -19280314.000000 Penalty: 5914.215820
	Iteration 48Q: 3 clusters Score -1.928031e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84176 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -19280416.000000 Penalty: 5914.215820
	Iteration 49Q: 3 clusters Score -1.928042e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -19280470.000000 Penalty: 5914.215820
	Iteration 50Q: 3 clusters Score -1.928047e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87313 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -19280520.000000 Penalty: 5914.215820
	Iteration 51Q: 3 clusters Score -1.928052e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89080 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
Score: -19280734.000000 Penalty: 5914.215820
	Iteration 52Q: 3 clusters Score -1.928073e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90938 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -19280906.000000 Penalty: 5914.215820
	Iteration 53Q: 3 clusters Score -1.928091e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92889 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
Score: -19281192.000000 Penalty: 5914.215820
	Iteration 54Q: 3 clusters Score -1.928119e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94840 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -19281410.000000 Penalty: 5914.215820
	Iteration 55Q: 3 clusters Score -1.928141e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96827 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -19281678.000000 Penalty: 5914.215820
	Iteration 56Q: 3 clusters Score -1.928168e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98839 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -19282002.000000 Penalty: 5914.215820
	Iteration 57Q: 3 clusters Score -1.9282e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100965 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -19282324.000000 Penalty: 5914.215820
	Iteration 58Q: 3 clusters Score -1.928232e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103203 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -19282578.000000 Penalty: 5914.215820
	Iteration 59Q: 3 clusters Score -1.928258e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105546 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -19282990.000000 Penalty: 5914.215820
	Iteration 60F: 3 clusters Score -1.928299e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108010 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -19283470.000000 Penalty: 5914.215820
	Iteration 61Q: 3 clusters Score -1.928347e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110518 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -19283972.000000 Penalty: 5914.215820
	Iteration 62Q: 3 clusters Score -1.928397e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113027 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -19284522.000000 Penalty: 5914.215820
	Iteration 63Q: 3 clusters Score -1.928452e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115619 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -19284922.000000 Penalty: 5914.215820
	Iteration 64Q: 3 clusters Score -1.928492e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118216 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -19285450.000000 Penalty: 5914.215820
	Iteration 65Q: 3 clusters Score -1.928545e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120675 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -19286038.000000 Penalty: 5914.215820
	Iteration 66Q: 3 clusters Score -1.928604e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123132 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -19286544.000000 Penalty: 5914.215820
	Iteration 67Q: 3 clusters Score -1.928654e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125462 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -19286914.000000 Penalty: 5914.215820
	Iteration 68Q: 3 clusters Score -1.928691e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127674 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -19287432.000000 Penalty: 5914.215820
	Iteration 69Q: 3 clusters Score -1.928743e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129792 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -19288112.000000 Penalty: 5914.215820
	Iteration 70Q: 3 clusters Score -1.928811e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131800 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -19288674.000000 Penalty: 5914.215820
	Iteration 71Q: 3 clusters Score -1.928867e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133667 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -19289250.000000 Penalty: 5914.215820
	Iteration 72Q: 3 clusters Score -1.928925e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135446 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -19289774.000000 Penalty: 5914.215820
	Iteration 73Q: 3 clusters Score -1.928977e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137065 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -19290228.000000 Penalty: 5914.215820
	Iteration 74Q: 3 clusters Score -1.929023e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138586 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -19290790.000000 Penalty: 5914.215820
	Iteration 75Q: 3 clusters Score -1.929079e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139971 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -19291288.000000 Penalty: 5914.215820
	Iteration 76Q: 3 clusters Score -1.929129e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141189 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -19291594.000000 Penalty: 5914.215820
	Iteration 77Q: 3 clusters Score -1.929159e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142243 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -19291816.000000 Penalty: 5914.215820
	Iteration 78Q: 3 clusters Score -1.929182e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143121 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -19291908.000000 Penalty: 5914.215820
	Iteration 79Q: 3 clusters Score -1.929191e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143835 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -19292038.000000 Penalty: 5914.215820
	Iteration 80F: 3 clusters Score -1.929204e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144581 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -19292156.000000 Penalty: 5914.215820
	Iteration 81Q: 3 clusters Score -1.929216e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145216 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -19292252.000000 Penalty: 5914.215820
	Iteration 82Q: 3 clusters Score -1.929225e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145732 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -19292306.000000 Penalty: 5914.215820
	Iteration 83Q: 3 clusters Score -1.929231e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146159 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -19292392.000000 Penalty: 5914.215820
	Iteration 84Q: 3 clusters Score -1.929239e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146529 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -19292420.000000 Penalty: 5914.215820
	Iteration 85Q: 3 clusters Score -1.929242e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146858 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -19292476.000000 Penalty: 5914.215820
	Iteration 86Q: 3 clusters Score -1.929248e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147138 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -19292482.000000 Penalty: 5914.215820
	Iteration 87Q: 3 clusters Score -1.929248e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147381 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -19292446.000000 Penalty: 5914.215820
	Iteration 88Q: 3 clusters Score -1.929245e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147574 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -19292414.000000 Penalty: 5914.215820
	Iteration 89Q: 3 clusters Score -1.929241e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147719 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -19292402.000000 Penalty: 5914.215820
	Iteration 90Q: 3 clusters Score -1.92924e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147854 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -19292444.000000 Penalty: 5914.215820
	Iteration 91Q: 3 clusters Score -1.929244e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147979 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -19292396.000000 Penalty: 5914.215820
	Iteration 92Q: 3 clusters Score -1.92924e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148083 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -19292418.000000 Penalty: 5914.215820
	Iteration 93Q: 3 clusters Score -1.929242e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148169 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -19292484.000000 Penalty: 5914.215820
	Iteration 94Q: 3 clusters Score -1.929248e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148253 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -19292482.000000 Penalty: 5914.215820
	Iteration 95Q: 3 clusters Score -1.929248e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148314 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -19292504.000000 Penalty: 5914.215820
	Iteration 96Q: 3 clusters Score -1.92925e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148365 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -19292522.000000 Penalty: 5914.215820
	Iteration 97Q: 3 clusters Score -1.929252e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148417 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -19292512.000000 Penalty: 5914.215820
	Iteration 98Q: 3 clusters Score -1.929251e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148453 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -19292504.000000 Penalty: 5914.215820
	Iteration 99Q: 3 clusters Score -1.92925e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148489 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -19292486.000000 Penalty: 5914.215820
	Iteration 100F: 3 clusters Score -1.929249e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148533 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -19292512.000000 Penalty: 5914.215820
	Iteration 101Q: 3 clusters Score -1.929251e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148565 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -19292532.000000 Penalty: 5914.215820
	Iteration 102Q: 3 clusters Score -1.929253e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148593 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -19292524.000000 Penalty: 5914.215820
	Iteration 103Q: 3 clusters Score -1.929252e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148614 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -19292494.000000 Penalty: 5914.215820
	Iteration 104Q: 3 clusters Score -1.929249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148632 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -19292510.000000 Penalty: 5914.215820
	Iteration 105Q: 3 clusters Score -1.929251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148642 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -19292498.000000 Penalty: 5914.215820
	Iteration 106Q: 3 clusters Score -1.92925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148654 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -19292478.000000 Penalty: 5914.215820
	Iteration 107Q: 3 clusters Score -1.929248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148666 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -19292468.000000 Penalty: 5914.215820
	Iteration 108Q: 3 clusters Score -1.929247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148676 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -19292488.000000 Penalty: 5914.215820
	Iteration 109Q: 3 clusters Score -1.929249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148682 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -19292490.000000 Penalty: 5914.215820
	Iteration 110Q: 3 clusters Score -1.929249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148689 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -19292488.000000 Penalty: 5914.215820
	Iteration 111Q: 3 clusters Score -1.929249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148694 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -19292482.000000 Penalty: 5914.215820
	Iteration 112Q: 3 clusters Score -1.929248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148698 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -19292504.000000 Penalty: 5914.215820
	Iteration 113Q: 3 clusters Score -1.92925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148703 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -19292502.000000 Penalty: 5914.215820
	Iteration 114Q: 3 clusters Score -1.92925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148707 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -19292494.000000 Penalty: 5914.215820
	Iteration 115Q: 3 clusters Score -1.929249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148709 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -19292482.000000 Penalty: 5914.215820
	Iteration 116Q: 3 clusters Score -1.929248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148710 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -19292490.000000 Penalty: 5914.215820
	Iteration 117Q: 3 clusters Score -1.929249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148711 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -19292500.000000 Penalty: 5914.215820
	Iteration 118Q: 3 clusters Score -1.92925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148712 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -19292490.000000 Penalty: 5914.215820
	Iteration 119Q: 3 clusters Score -1.929249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148714 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -19292496.000000 Penalty: 5914.215820
	Iteration 120F: 3 clusters Score -1.92925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148717 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -19292492.000000 Penalty: 5914.215820
	Iteration 121Q: 3 clusters Score -1.929249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148719 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -19292488.000000 Penalty: 5914.215820
	Iteration 122Q: 3 clusters Score -1.929249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148721 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -19292490.000000 Penalty: 5914.215820
	Iteration 123Q: 3 clusters Score -1.929249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148724 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -19292492.000000 Penalty: 5914.215820
	Iteration 124Q: 3 clusters Score -1.929249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148725 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -19292492.000000 Penalty: 5914.215820
	Iteration 125Q: 3 clusters Score -1.929249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148725 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -19292492.000000 Penalty: 5914.215820
	Iteration 126F: 3 clusters Score -1.929249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Entering Unmasked Estep 
Score: -760787.437500 Penalty: 2169.854980
	Iteration 0F: 2 clusters Score -760787.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -755461.750000 Penalty: 4339.709961
	Iteration 0F: 3 clusters Score -755461.8 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -756823.625000 Penalty: 4339.709961
	Iteration 1F: 3 clusters Score -756823.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -757199.000000 Penalty: 4339.709961
	Iteration 2F: 3 clusters Score -757199 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -757564.500000 Penalty: 4339.709961
	Iteration 3F: 3 clusters Score -757564.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -757858.187500 Penalty: 4339.709961
	Iteration 4F: 3 clusters Score -757858.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -758138.687500 Penalty: 4339.709961
	Iteration 5F: 3 clusters Score -758138.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -758375.375000 Penalty: 4339.709961
	Iteration 6F: 3 clusters Score -758375.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -758568.687500 Penalty: 4339.709961
	Iteration 7Q: 3 clusters Score -758568.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -758747.812500 Penalty: 4339.709961
	Iteration 8Q: 3 clusters Score -758747.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -758887.062500 Penalty: 4339.709961
	Iteration 9Q: 3 clusters Score -758887.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -758996.375000 Penalty: 4339.709961
	Iteration 10Q: 3 clusters Score -758996.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -759078.750000 Penalty: 4339.709961
	Iteration 11Q: 3 clusters Score -759078.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -759150.937500 Penalty: 4339.709961
	Iteration 12Q: 3 clusters Score -759150.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -759215.687500 Penalty: 4339.709961
	Iteration 13Q: 3 clusters Score -759215.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -759269.187500 Penalty: 4339.709961
	Iteration 14Q: 3 clusters Score -759269.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -759317.750000 Penalty: 4339.709961
	Iteration 15Q: 3 clusters Score -759317.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -759351.625000 Penalty: 4339.709961
	Iteration 16Q: 3 clusters Score -759351.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -759376.125000 Penalty: 4339.709961
	Iteration 17Q: 3 clusters Score -759376.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -759405.062500 Penalty: 4339.709961
	Iteration 18Q: 3 clusters Score -759405.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -759436.312500 Penalty: 4339.709961
	Iteration 19Q: 3 clusters Score -759436.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -759477.562500 Penalty: 4339.709961
	Iteration 20F: 3 clusters Score -759477.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -759536.562500 Penalty: 4339.709961
	Iteration 21Q: 3 clusters Score -759536.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -759579.750000 Penalty: 4339.709961
	Iteration 22Q: 3 clusters Score -759579.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -759603.062500 Penalty: 4339.709961
	Iteration 23Q: 3 clusters Score -759603.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -759618.312500 Penalty: 4339.709961
	Iteration 24Q: 3 clusters Score -759618.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -759629.312500 Penalty: 4339.709961
	Iteration 25Q: 3 clusters Score -759629.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -759636.125000 Penalty: 4339.709961
	Iteration 26Q: 3 clusters Score -759636.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -759649.875000 Penalty: 4339.709961
	Iteration 27Q: 3 clusters Score -759649.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -759654.562500 Penalty: 4339.709961
	Iteration 28Q: 3 clusters Score -759654.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -759657.312500 Penalty: 4339.709961
	Iteration 29Q: 3 clusters Score -759657.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -759660.250000 Penalty: 4339.709961
	Iteration 30Q: 3 clusters Score -759660.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -759663.250000 Penalty: 4339.709961
	Iteration 31Q: 3 clusters Score -759663.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -759666.812500 Penalty: 4339.709961
	Iteration 32Q: 3 clusters Score -759666.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -759667.812500 Penalty: 4339.709961
	Iteration 33Q: 3 clusters Score -759667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -759671.062500 Penalty: 4339.709961
	Iteration 34Q: 3 clusters Score -759671.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -759671.187500 Penalty: 4339.709961
	Iteration 35Q: 3 clusters Score -759671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -759672.437500 Penalty: 4339.709961
	Iteration 36Q: 3 clusters Score -759672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -759673.375000 Penalty: 4339.709961
	Iteration 37Q: 3 clusters Score -759673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -759674.250000 Penalty: 4339.709961
	Iteration 38Q: 3 clusters Score -759674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -759674.250000 Penalty: 4339.709961
	Iteration 39F: 3 clusters Score -759674.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (170323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170323 members 
Entering Unmasked Estep 
Score: -21609640.000000 Penalty: 2987.272217
	Iteration 0F: 2 clusters Score -2.160964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85185 members 
Mstep: Class 2 contains 85138 members 
Entering Unmasked Estep 
Score: -21497270.000000 Penalty: 5974.544434
	Iteration 0F: 3 clusters Score -2.149727e+07 nChanged 81865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84776 members 
Mstep: Class 2 contains 85547 members 
Entering Unmasked Estep 
Score: -21544958.000000 Penalty: 5974.544434
	Iteration 1F: 3 clusters Score -2.154496e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84797 members 
Mstep: Class 2 contains 85526 members 
Entering Unmasked Estep 
Score: -21545724.000000 Penalty: 5974.544434
	Iteration 2Q: 3 clusters Score -2.154572e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84865 members 
Mstep: Class 2 contains 85458 members 
Entering Unmasked Estep 
Score: -21546502.000000 Penalty: 5974.544434
	Iteration 3Q: 3 clusters Score -2.15465e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85106 members 
Mstep: Class 2 contains 85217 members 
Entering Unmasked Estep 
Score: -21547490.000000 Penalty: 5974.544434
	Iteration 4Q: 3 clusters Score -2.154749e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85580 members 
Mstep: Class 2 contains 84743 members 
Entering Unmasked Estep 
Score: -21548628.000000 Penalty: 5974.544434
	Iteration 5Q: 3 clusters Score -2.154863e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86500 members 
Mstep: Class 2 contains 83823 members 
Entering Unmasked Estep 
Score: -21550522.000000 Penalty: 5974.544434
	Iteration 6Q: 3 clusters Score -2.155052e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87695 members 
Mstep: Class 2 contains 82628 members 
Entering Unmasked Estep 
Score: -21553578.000000 Penalty: 5974.544434
	Iteration 7Q: 3 clusters Score -2.155358e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89250 members 
Mstep: Class 2 contains 81073 members 
Entering Unmasked Estep 
Score: -21558656.000000 Penalty: 5974.544434
	Iteration 8F: 3 clusters Score -2.155866e+07 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91685 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -21565868.000000 Penalty: 5974.544434
	Iteration 9F: 3 clusters Score -2.156587e+07 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94690 members 
Mstep: Class 2 contains 75633 members 
Entering Unmasked Estep 
Score: -21574854.000000 Penalty: 5974.544434
	Iteration 10F: 3 clusters Score -2.157485e+07 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97888 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -21584250.000000 Penalty: 5974.544434
	Iteration 11F: 3 clusters Score -2.158425e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -21591172.000000 Penalty: 5974.544434
	Iteration 12F: 3 clusters Score -2.159117e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103257 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -21594966.000000 Penalty: 5974.544434
	Iteration 13Q: 3 clusters Score -2.159497e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -21597466.000000 Penalty: 5974.544434
	Iteration 14Q: 3 clusters Score -2.159747e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108132 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -21599542.000000 Penalty: 5974.544434
	Iteration 15Q: 3 clusters Score -2.159954e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110486 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -21601448.000000 Penalty: 5974.544434
	Iteration 16Q: 3 clusters Score -2.160145e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112689 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -21602912.000000 Penalty: 5974.544434
	Iteration 17Q: 3 clusters Score -2.160291e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114732 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -21603980.000000 Penalty: 5974.544434
	Iteration 18Q: 3 clusters Score -2.160398e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116533 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -21604946.000000 Penalty: 5974.544434
	Iteration 19Q: 3 clusters Score -2.160495e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118222 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -21605458.000000 Penalty: 5974.544434
	Iteration 20F: 3 clusters Score -2.160546e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119705 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -21605876.000000 Penalty: 5974.544434
	Iteration 21Q: 3 clusters Score -2.160588e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121079 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -21606226.000000 Penalty: 5974.544434
	Iteration 22Q: 3 clusters Score -2.160623e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122376 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -21606424.000000 Penalty: 5974.544434
	Iteration 23Q: 3 clusters Score -2.160642e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123628 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -21606678.000000 Penalty: 5974.544434
	Iteration 24Q: 3 clusters Score -2.160668e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124819 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -21606890.000000 Penalty: 5974.544434
	Iteration 25Q: 3 clusters Score -2.160689e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125919 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -21607156.000000 Penalty: 5974.544434
	Iteration 26Q: 3 clusters Score -2.160716e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126950 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -21607398.000000 Penalty: 5974.544434
	Iteration 27Q: 3 clusters Score -2.16074e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127997 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -21607640.000000 Penalty: 5974.544434
	Iteration 28Q: 3 clusters Score -2.160764e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128940 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -21607876.000000 Penalty: 5974.544434
	Iteration 29Q: 3 clusters Score -2.160788e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129796 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -21608028.000000 Penalty: 5974.544434
	Iteration 30Q: 3 clusters Score -2.160803e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130585 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -21608186.000000 Penalty: 5974.544434
	Iteration 31Q: 3 clusters Score -2.160819e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131374 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -21608312.000000 Penalty: 5974.544434
	Iteration 32Q: 3 clusters Score -2.160831e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132119 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -21608324.000000 Penalty: 5974.544434
	Iteration 33Q: 3 clusters Score -2.160832e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132832 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -21608468.000000 Penalty: 5974.544434
	Iteration 34Q: 3 clusters Score -2.160847e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133537 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -21608538.000000 Penalty: 5974.544434
	Iteration 35Q: 3 clusters Score -2.160854e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134204 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -21608580.000000 Penalty: 5974.544434
	Iteration 36Q: 3 clusters Score -2.160858e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134836 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -21608704.000000 Penalty: 5974.544434
	Iteration 37Q: 3 clusters Score -2.16087e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135443 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -21608754.000000 Penalty: 5974.544434
	Iteration 38Q: 3 clusters Score -2.160875e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136004 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -21608784.000000 Penalty: 5974.544434
	Iteration 39Q: 3 clusters Score -2.160878e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136536 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -21608856.000000 Penalty: 5974.544434
	Iteration 40F: 3 clusters Score -2.160886e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137068 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -21608998.000000 Penalty: 5974.544434
	Iteration 41Q: 3 clusters Score -2.1609e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137619 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -21609106.000000 Penalty: 5974.544434
	Iteration 42Q: 3 clusters Score -2.160911e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138110 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -21609112.000000 Penalty: 5974.544434
	Iteration 43Q: 3 clusters Score -2.160911e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138588 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -21609156.000000 Penalty: 5974.544434
	Iteration 44Q: 3 clusters Score -2.160916e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139090 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -21609200.000000 Penalty: 5974.544434
	Iteration 45Q: 3 clusters Score -2.16092e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139577 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -21609248.000000 Penalty: 5974.544434
	Iteration 46Q: 3 clusters Score -2.160925e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140070 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -21609286.000000 Penalty: 5974.544434
	Iteration 47Q: 3 clusters Score -2.160929e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140534 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -21609316.000000 Penalty: 5974.544434
	Iteration 48Q: 3 clusters Score -2.160932e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140982 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -21609374.000000 Penalty: 5974.544434
	Iteration 49Q: 3 clusters Score -2.160937e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141421 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -21609456.000000 Penalty: 5974.544434
	Iteration 50Q: 3 clusters Score -2.160946e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141830 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -21609502.000000 Penalty: 5974.544434
	Iteration 51Q: 3 clusters Score -2.16095e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142247 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -21609542.000000 Penalty: 5974.544434
	Iteration 52Q: 3 clusters Score -2.160954e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142656 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -21609508.000000 Penalty: 5974.544434
	Iteration 53Q: 3 clusters Score -2.160951e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143046 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -21609586.000000 Penalty: 5974.544434
	Iteration 54Q: 3 clusters Score -2.160959e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143446 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -21609612.000000 Penalty: 5974.544434
	Iteration 55Q: 3 clusters Score -2.160961e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143841 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -21609674.000000 Penalty: 5974.544434
	Iteration 56Q: 3 clusters Score -2.160967e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144231 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -21609710.000000 Penalty: 5974.544434
	Iteration 57Q: 3 clusters Score -2.160971e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144591 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -21609736.000000 Penalty: 5974.544434
	Iteration 58Q: 3 clusters Score -2.160974e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144928 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -21609726.000000 Penalty: 5974.544434
	Iteration 59Q: 3 clusters Score -2.160973e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145261 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -21609798.000000 Penalty: 5974.544434
	Iteration 60F: 3 clusters Score -2.16098e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145562 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -21609826.000000 Penalty: 5974.544434
	Iteration 61Q: 3 clusters Score -2.160983e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145858 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -21609832.000000 Penalty: 5974.544434
	Iteration 62Q: 3 clusters Score -2.160983e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146129 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -21609848.000000 Penalty: 5974.544434
	Iteration 63Q: 3 clusters Score -2.160985e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146404 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -21609828.000000 Penalty: 5974.544434
	Iteration 64Q: 3 clusters Score -2.160983e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146665 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -21609906.000000 Penalty: 5974.544434
	Iteration 65Q: 3 clusters Score -2.160991e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146896 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -21609946.000000 Penalty: 5974.544434
	Iteration 66Q: 3 clusters Score -2.160995e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147099 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -21609988.000000 Penalty: 5974.544434
	Iteration 67Q: 3 clusters Score -2.160999e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147292 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -21610032.000000 Penalty: 5974.544434
	Iteration 68Q: 3 clusters Score -2.161003e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147472 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -21609980.000000 Penalty: 5974.544434
	Iteration 69Q: 3 clusters Score -2.160998e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147645 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -21609942.000000 Penalty: 5974.544434
	Iteration 70Q: 3 clusters Score -2.160994e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147817 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -21609992.000000 Penalty: 5974.544434
	Iteration 71Q: 3 clusters Score -2.160999e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147972 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -21609990.000000 Penalty: 5974.544434
	Iteration 72Q: 3 clusters Score -2.160999e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148147 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -21609972.000000 Penalty: 5974.544434
	Iteration 73Q: 3 clusters Score -2.160997e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148321 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -21609962.000000 Penalty: 5974.544434
	Iteration 74Q: 3 clusters Score -2.160996e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148499 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -21610004.000000 Penalty: 5974.544434
	Iteration 75Q: 3 clusters Score -2.161e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148664 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -21610020.000000 Penalty: 5974.544434
	Iteration 76Q: 3 clusters Score -2.161002e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148805 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -21610032.000000 Penalty: 5974.544434
	Iteration 77Q: 3 clusters Score -2.161003e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148954 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -21610068.000000 Penalty: 5974.544434
	Iteration 78Q: 3 clusters Score -2.161007e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149091 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -21610062.000000 Penalty: 5974.544434
	Iteration 79Q: 3 clusters Score -2.161006e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149211 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -21610000.000000 Penalty: 5974.544434
	Iteration 80F: 3 clusters Score -2.161e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149338 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -21609972.000000 Penalty: 5974.544434
	Iteration 81Q: 3 clusters Score -2.160997e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149457 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -21610002.000000 Penalty: 5974.544434
	Iteration 82Q: 3 clusters Score -2.161e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149577 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -21610038.000000 Penalty: 5974.544434
	Iteration 83Q: 3 clusters Score -2.161004e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149689 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -21610068.000000 Penalty: 5974.544434
	Iteration 84Q: 3 clusters Score -2.161007e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149812 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -21610046.000000 Penalty: 5974.544434
	Iteration 85Q: 3 clusters Score -2.161005e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149920 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -21610020.000000 Penalty: 5974.544434
	Iteration 86Q: 3 clusters Score -2.161002e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150017 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -21610034.000000 Penalty: 5974.544434
	Iteration 87Q: 3 clusters Score -2.161003e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150109 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -21610070.000000 Penalty: 5974.544434
	Iteration 88Q: 3 clusters Score -2.161007e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150197 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -21610074.000000 Penalty: 5974.544434
	Iteration 89Q: 3 clusters Score -2.161007e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150291 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -21610108.000000 Penalty: 5974.544434
	Iteration 90Q: 3 clusters Score -2.161011e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150377 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -21610104.000000 Penalty: 5974.544434
	Iteration 91Q: 3 clusters Score -2.16101e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150457 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -21610106.000000 Penalty: 5974.544434
	Iteration 92Q: 3 clusters Score -2.161011e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150536 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -21610080.000000 Penalty: 5974.544434
	Iteration 93Q: 3 clusters Score -2.161008e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150612 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -21610054.000000 Penalty: 5974.544434
	Iteration 94Q: 3 clusters Score -2.161005e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150690 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -21610032.000000 Penalty: 5974.544434
	Iteration 95Q: 3 clusters Score -2.161003e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150754 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -21610084.000000 Penalty: 5974.544434
	Iteration 96Q: 3 clusters Score -2.161008e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150816 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -21610044.000000 Penalty: 5974.544434
	Iteration 97Q: 3 clusters Score -2.161004e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150877 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -21610026.000000 Penalty: 5974.544434
	Iteration 98Q: 3 clusters Score -2.161003e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150934 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -21610038.000000 Penalty: 5974.544434
	Iteration 99Q: 3 clusters Score -2.161004e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150997 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -21610034.000000 Penalty: 5974.544434
	Iteration 100F: 3 clusters Score -2.161003e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151066 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -21610016.000000 Penalty: 5974.544434
	Iteration 101Q: 3 clusters Score -2.161002e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151136 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -21610034.000000 Penalty: 5974.544434
	Iteration 102Q: 3 clusters Score -2.161003e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151202 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -21610046.000000 Penalty: 5974.544434
	Iteration 103Q: 3 clusters Score -2.161005e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151272 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -21610074.000000 Penalty: 5974.544434
	Iteration 104Q: 3 clusters Score -2.161007e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151322 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -21610070.000000 Penalty: 5974.544434
	Iteration 105Q: 3 clusters Score -2.161007e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151369 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -21610062.000000 Penalty: 5974.544434
	Iteration 106Q: 3 clusters Score -2.161006e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151417 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -21610090.000000 Penalty: 5974.544434
	Iteration 107Q: 3 clusters Score -2.161009e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151467 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -21610050.000000 Penalty: 5974.544434
	Iteration 108Q: 3 clusters Score -2.161005e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151523 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -21610048.000000 Penalty: 5974.544434
	Iteration 109Q: 3 clusters Score -2.161005e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151572 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -21610046.000000 Penalty: 5974.544434
	Iteration 110Q: 3 clusters Score -2.161005e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151618 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -21610056.000000 Penalty: 5974.544434
	Iteration 111Q: 3 clusters Score -2.161006e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151665 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -21610022.000000 Penalty: 5974.544434
	Iteration 112Q: 3 clusters Score -2.161002e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151714 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -21610034.000000 Penalty: 5974.544434
	Iteration 113Q: 3 clusters Score -2.161003e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151766 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -21610046.000000 Penalty: 5974.544434
	Iteration 114Q: 3 clusters Score -2.161005e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151827 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -21610022.000000 Penalty: 5974.544434
	Iteration 115Q: 3 clusters Score -2.161002e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151893 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -21610022.000000 Penalty: 5974.544434
	Iteration 116Q: 3 clusters Score -2.161002e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151954 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -21610050.000000 Penalty: 5974.544434
	Iteration 117Q: 3 clusters Score -2.161005e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152020 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -21610064.000000 Penalty: 5974.544434
	Iteration 118Q: 3 clusters Score -2.161006e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152088 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -21610060.000000 Penalty: 5974.544434
	Iteration 119Q: 3 clusters Score -2.161006e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152153 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -21610068.000000 Penalty: 5974.544434
	Iteration 120F: 3 clusters Score -2.161007e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152219 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -21610040.000000 Penalty: 5974.544434
	Iteration 121Q: 3 clusters Score -2.161004e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152278 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -21610060.000000 Penalty: 5974.544434
	Iteration 122Q: 3 clusters Score -2.161006e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152333 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -21610074.000000 Penalty: 5974.544434
	Iteration 123Q: 3 clusters Score -2.161007e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152393 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -21610048.000000 Penalty: 5974.544434
	Iteration 124Q: 3 clusters Score -2.161005e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152461 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -21610050.000000 Penalty: 5974.544434
	Iteration 125Q: 3 clusters Score -2.161005e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152530 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -21610068.000000 Penalty: 5974.544434
	Iteration 126Q: 3 clusters Score -2.161007e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152600 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -21610076.000000 Penalty: 5974.544434
	Iteration 127Q: 3 clusters Score -2.161008e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152661 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -21610062.000000 Penalty: 5974.544434
	Iteration 128Q: 3 clusters Score -2.161006e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152720 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -21610046.000000 Penalty: 5974.544434
	Iteration 129Q: 3 clusters Score -2.161005e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152777 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -21610052.000000 Penalty: 5974.544434
	Iteration 130Q: 3 clusters Score -2.161005e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152833 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -21610064.000000 Penalty: 5974.544434
	Iteration 131Q: 3 clusters Score -2.161006e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152884 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -21610036.000000 Penalty: 5974.544434
	Iteration 132Q: 3 clusters Score -2.161004e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152933 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -21610032.000000 Penalty: 5974.544434
	Iteration 133Q: 3 clusters Score -2.161003e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152970 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -21609996.000000 Penalty: 5974.544434
	Iteration 134Q: 3 clusters Score -2.161e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153005 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -21610010.000000 Penalty: 5974.544434
	Iteration 135Q: 3 clusters Score -2.161001e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153037 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -21610012.000000 Penalty: 5974.544434
	Iteration 136Q: 3 clusters Score -2.161001e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153071 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -21610008.000000 Penalty: 5974.544434
	Iteration 137Q: 3 clusters Score -2.161001e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153099 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -21609996.000000 Penalty: 5974.544434
	Iteration 138Q: 3 clusters Score -2.161e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153129 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -21609978.000000 Penalty: 5974.544434
	Iteration 139Q: 3 clusters Score -2.160998e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153167 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -21609964.000000 Penalty: 5974.544434
	Iteration 140F: 3 clusters Score -2.160996e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153211 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -21609954.000000 Penalty: 5974.544434
	Iteration 141Q: 3 clusters Score -2.160995e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153253 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -21609964.000000 Penalty: 5974.544434
	Iteration 142Q: 3 clusters Score -2.160996e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153288 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -21609968.000000 Penalty: 5974.544434
	Iteration 143Q: 3 clusters Score -2.160997e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153321 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -21609970.000000 Penalty: 5974.544434
	Iteration 144Q: 3 clusters Score -2.160997e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153352 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -21609962.000000 Penalty: 5974.544434
	Iteration 145Q: 3 clusters Score -2.160996e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153382 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -21609952.000000 Penalty: 5974.544434
	Iteration 146Q: 3 clusters Score -2.160995e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153414 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -21609938.000000 Penalty: 5974.544434
	Iteration 147Q: 3 clusters Score -2.160994e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153451 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -21609932.000000 Penalty: 5974.544434
	Iteration 148Q: 3 clusters Score -2.160993e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153496 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -21609950.000000 Penalty: 5974.544434
	Iteration 149Q: 3 clusters Score -2.160995e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153539 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -21609960.000000 Penalty: 5974.544434
	Iteration 150Q: 3 clusters Score -2.160996e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153574 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -21609934.000000 Penalty: 5974.544434
	Iteration 151Q: 3 clusters Score -2.160993e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153603 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -21609958.000000 Penalty: 5974.544434
	Iteration 152Q: 3 clusters Score -2.160996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153624 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -21609954.000000 Penalty: 5974.544434
	Iteration 153Q: 3 clusters Score -2.160995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153645 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -21609944.000000 Penalty: 5974.544434
	Iteration 154Q: 3 clusters Score -2.160994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153666 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -21609930.000000 Penalty: 5974.544434
	Iteration 155Q: 3 clusters Score -2.160993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153681 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -21609958.000000 Penalty: 5974.544434
	Iteration 156Q: 3 clusters Score -2.160996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153695 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -21609968.000000 Penalty: 5974.544434
	Iteration 157Q: 3 clusters Score -2.160997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153709 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -21609972.000000 Penalty: 5974.544434
	Iteration 158Q: 3 clusters Score -2.160997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153725 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -21609978.000000 Penalty: 5974.544434
	Iteration 159Q: 3 clusters Score -2.160998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153746 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -21609970.000000 Penalty: 5974.544434
	Iteration 160F: 3 clusters Score -2.160997e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153765 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -21609968.000000 Penalty: 5974.544434
	Iteration 161Q: 3 clusters Score -2.160997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153776 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -21609958.000000 Penalty: 5974.544434
	Iteration 162Q: 3 clusters Score -2.160996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153790 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -21609974.000000 Penalty: 5974.544434
	Iteration 163Q: 3 clusters Score -2.160997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153803 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -21609966.000000 Penalty: 5974.544434
	Iteration 164Q: 3 clusters Score -2.160997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153820 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -21609966.000000 Penalty: 5974.544434
	Iteration 165Q: 3 clusters Score -2.160997e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153841 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -21609976.000000 Penalty: 5974.544434
	Iteration 166Q: 3 clusters Score -2.160998e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153864 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -21609982.000000 Penalty: 5974.544434
	Iteration 167Q: 3 clusters Score -2.160998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153880 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -21609994.000000 Penalty: 5974.544434
	Iteration 168Q: 3 clusters Score -2.160999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153895 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -21609986.000000 Penalty: 5974.544434
	Iteration 169Q: 3 clusters Score -2.160999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153916 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -21609988.000000 Penalty: 5974.544434
	Iteration 170Q: 3 clusters Score -2.160999e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153942 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -21609988.000000 Penalty: 5974.544434
	Iteration 171Q: 3 clusters Score -2.160999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153959 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -21610004.000000 Penalty: 5974.544434
	Iteration 172Q: 3 clusters Score -2.161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153976 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -21609990.000000 Penalty: 5974.544434
	Iteration 173Q: 3 clusters Score -2.160999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153985 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -21609990.000000 Penalty: 5974.544434
	Iteration 174Q: 3 clusters Score -2.160999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153991 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -21609978.000000 Penalty: 5974.544434
	Iteration 175Q: 3 clusters Score -2.160998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153993 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -21609982.000000 Penalty: 5974.544434
	Iteration 176Q: 3 clusters Score -2.160998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153997 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -21609970.000000 Penalty: 5974.544434
	Iteration 177Q: 3 clusters Score -2.160997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154005 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -21609964.000000 Penalty: 5974.544434
	Iteration 178Q: 3 clusters Score -2.160996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154014 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -21609968.000000 Penalty: 5974.544434
	Iteration 179Q: 3 clusters Score -2.160997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154026 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -21609962.000000 Penalty: 5974.544434
	Iteration 180F: 3 clusters Score -2.160996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154035 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -21609970.000000 Penalty: 5974.544434
	Iteration 181Q: 3 clusters Score -2.160997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154041 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -21609984.000000 Penalty: 5974.544434
	Iteration 182Q: 3 clusters Score -2.160998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154045 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -21609988.000000 Penalty: 5974.544434
	Iteration 183Q: 3 clusters Score -2.160999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154053 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -21609992.000000 Penalty: 5974.544434
	Iteration 184Q: 3 clusters Score -2.160999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154065 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -21609956.000000 Penalty: 5974.544434
	Iteration 185Q: 3 clusters Score -2.160996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154072 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -21609966.000000 Penalty: 5974.544434
	Iteration 186Q: 3 clusters Score -2.160997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154085 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -21609956.000000 Penalty: 5974.544434
	Iteration 187Q: 3 clusters Score -2.160996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154098 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -21609954.000000 Penalty: 5974.544434
	Iteration 188Q: 3 clusters Score -2.160995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154111 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -21609956.000000 Penalty: 5974.544434
	Iteration 189Q: 3 clusters Score -2.160996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154121 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -21609956.000000 Penalty: 5974.544434
	Iteration 190Q: 3 clusters Score -2.160996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154129 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -21609968.000000 Penalty: 5974.544434
	Iteration 191Q: 3 clusters Score -2.160997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154140 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -21609970.000000 Penalty: 5974.544434
	Iteration 192Q: 3 clusters Score -2.160997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154148 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -21609958.000000 Penalty: 5974.544434
	Iteration 193Q: 3 clusters Score -2.160996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154155 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -21609956.000000 Penalty: 5974.544434
	Iteration 194Q: 3 clusters Score -2.160996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154166 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -21609954.000000 Penalty: 5974.544434
	Iteration 195Q: 3 clusters Score -2.160995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154179 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -21609942.000000 Penalty: 5974.544434
	Iteration 196Q: 3 clusters Score -2.160994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154194 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -21609926.000000 Penalty: 5974.544434
	Iteration 197Q: 3 clusters Score -2.160993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154214 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -21609938.000000 Penalty: 5974.544434
	Iteration 198Q: 3 clusters Score -2.160994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154234 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -21609922.000000 Penalty: 5974.544434
	Iteration 199Q: 3 clusters Score -2.160992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154254 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -21609902.000000 Penalty: 5974.544434
	Iteration 200F: 3 clusters Score -2.16099e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154274 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -21609902.000000 Penalty: 5974.544434
	Iteration 201Q: 3 clusters Score -2.16099e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154290 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -21609884.000000 Penalty: 5974.544434
	Iteration 202Q: 3 clusters Score -2.160988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154304 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -21609882.000000 Penalty: 5974.544434
	Iteration 203Q: 3 clusters Score -2.160988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154318 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -21609868.000000 Penalty: 5974.544434
	Iteration 204Q: 3 clusters Score -2.160987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154331 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -21609858.000000 Penalty: 5974.544434
	Iteration 205Q: 3 clusters Score -2.160986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154341 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -21609866.000000 Penalty: 5974.544434
	Iteration 206Q: 3 clusters Score -2.160987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154354 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -21609866.000000 Penalty: 5974.544434
	Iteration 207Q: 3 clusters Score -2.160987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154370 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -21609878.000000 Penalty: 5974.544434
	Iteration 208Q: 3 clusters Score -2.160988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154388 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -21609866.000000 Penalty: 5974.544434
	Iteration 209Q: 3 clusters Score -2.160987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154402 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -21609886.000000 Penalty: 5974.544434
	Iteration 210Q: 3 clusters Score -2.160989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154418 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -21609880.000000 Penalty: 5974.544434
	Iteration 211Q: 3 clusters Score -2.160988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154434 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -21609858.000000 Penalty: 5974.544434
	Iteration 212Q: 3 clusters Score -2.160986e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154457 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -21609834.000000 Penalty: 5974.544434
	Iteration 213Q: 3 clusters Score -2.160983e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154485 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -21609856.000000 Penalty: 5974.544434
	Iteration 214Q: 3 clusters Score -2.160986e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154516 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -21609858.000000 Penalty: 5974.544434
	Iteration 215Q: 3 clusters Score -2.160986e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154546 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -21609836.000000 Penalty: 5974.544434
	Iteration 216Q: 3 clusters Score -2.160984e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154576 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -21609848.000000 Penalty: 5974.544434
	Iteration 217Q: 3 clusters Score -2.160985e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154608 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -21609858.000000 Penalty: 5974.544434
	Iteration 218Q: 3 clusters Score -2.160986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154642 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -21609870.000000 Penalty: 5974.544434
	Iteration 219Q: 3 clusters Score -2.160987e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154672 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -21609862.000000 Penalty: 5974.544434
	Iteration 220F: 3 clusters Score -2.160986e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154704 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -21609874.000000 Penalty: 5974.544434
	Iteration 221Q: 3 clusters Score -2.160987e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154728 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -21609866.000000 Penalty: 5974.544434
	Iteration 222Q: 3 clusters Score -2.160987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154748 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -21609874.000000 Penalty: 5974.544434
	Iteration 223Q: 3 clusters Score -2.160987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154769 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -21609870.000000 Penalty: 5974.544434
	Iteration 224Q: 3 clusters Score -2.160987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154789 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -21609864.000000 Penalty: 5974.544434
	Iteration 225Q: 3 clusters Score -2.160986e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154824 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -21609872.000000 Penalty: 5974.544434
	Iteration 226Q: 3 clusters Score -2.160987e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154860 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -21609870.000000 Penalty: 5974.544434
	Iteration 227Q: 3 clusters Score -2.160987e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154899 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -21609858.000000 Penalty: 5974.544434
	Iteration 228Q: 3 clusters Score -2.160986e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154933 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -21609858.000000 Penalty: 5974.544434
	Iteration 229Q: 3 clusters Score -2.160986e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154971 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -21609844.000000 Penalty: 5974.544434
	Iteration 230Q: 3 clusters Score -2.160984e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155010 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -21609844.000000 Penalty: 5974.544434
	Iteration 231Q: 3 clusters Score -2.160984e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155043 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -21609876.000000 Penalty: 5974.544434
	Iteration 232Q: 3 clusters Score -2.160988e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155066 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -21609880.000000 Penalty: 5974.544434
	Iteration 233Q: 3 clusters Score -2.160988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155082 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -21609904.000000 Penalty: 5974.544434
	Iteration 234Q: 3 clusters Score -2.16099e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155097 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -21609888.000000 Penalty: 5974.544434
	Iteration 235Q: 3 clusters Score -2.160989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155109 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -21609898.000000 Penalty: 5974.544434
	Iteration 236Q: 3 clusters Score -2.16099e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155127 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -21609880.000000 Penalty: 5974.544434
	Iteration 237Q: 3 clusters Score -2.160988e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155145 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -21609874.000000 Penalty: 5974.544434
	Iteration 238Q: 3 clusters Score -2.160987e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155164 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -21609894.000000 Penalty: 5974.544434
	Iteration 239Q: 3 clusters Score -2.160989e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155180 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -21609892.000000 Penalty: 5974.544434
	Iteration 240F: 3 clusters Score -2.160989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155189 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -21609896.000000 Penalty: 5974.544434
	Iteration 241Q: 3 clusters Score -2.16099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155194 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -21609900.000000 Penalty: 5974.544434
	Iteration 242Q: 3 clusters Score -2.16099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155198 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -21609888.000000 Penalty: 5974.544434
	Iteration 243Q: 3 clusters Score -2.160989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155204 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -21609892.000000 Penalty: 5974.544434
	Iteration 244Q: 3 clusters Score -2.160989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155207 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -21609886.000000 Penalty: 5974.544434
	Iteration 245Q: 3 clusters Score -2.160989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155211 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -21609904.000000 Penalty: 5974.544434
	Iteration 246Q: 3 clusters Score -2.16099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155217 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -21609912.000000 Penalty: 5974.544434
	Iteration 247Q: 3 clusters Score -2.160991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155220 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -21609906.000000 Penalty: 5974.544434
	Iteration 248Q: 3 clusters Score -2.160991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155223 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -21609918.000000 Penalty: 5974.544434
	Iteration 249Q: 3 clusters Score -2.160992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155228 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -21609930.000000 Penalty: 5974.544434
	Iteration 250Q: 3 clusters Score -2.160993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155234 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -21609918.000000 Penalty: 5974.544434
	Iteration 251Q: 3 clusters Score -2.160992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155240 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -21609938.000000 Penalty: 5974.544434
	Iteration 252Q: 3 clusters Score -2.160994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155246 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -21609928.000000 Penalty: 5974.544434
	Iteration 253Q: 3 clusters Score -2.160993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155250 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -21609906.000000 Penalty: 5974.544434
	Iteration 254Q: 3 clusters Score -2.160991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155254 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -21609882.000000 Penalty: 5974.544434
	Iteration 255Q: 3 clusters Score -2.160988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155255 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -21609890.000000 Penalty: 5974.544434
	Iteration 256Q: 3 clusters Score -2.160989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -21609898.000000 Penalty: 5974.544434
	Iteration 257Q: 3 clusters Score -2.16099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -21609898.000000 Penalty: 5974.544434
	Iteration 258F: 3 clusters Score -2.16099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 64073 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 29551 members 
Mstep: Class 5 contains 11864 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 157862 members 
Mstep: Class 8 contains 82430 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 142693 members 
Mstep: Class 11 contains 9526 members 
Mstep: Class 12 contains 150817 members 
Mstep: Class 13 contains 6307 members 
Mstep: Class 14 contains 155256 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 69368 members 
Mstep: Class 17 contains 15067 members 
Mstep: Class 18 contains 79416 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 151577 members 
Mstep: Class 21 contains 150509 members 
Mstep: Class 22 contains 4147 members 
Entering Unmasked Estep 
Score: -161289296.000000 Penalty: 76770.804688
Splitting cluster 14 changes total score from -161288128.000000 to -161289296.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 16 (69368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69368 members 
Entering Unmasked Estep 
Score: -9011486.000000 Penalty: 2764.500732
	Iteration 0F: 2 clusters Score -9011486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -8965106.000000 Penalty: 5529.001465
	Iteration 0F: 3 clusters Score -8965106 nChanged 32399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -8983431.000000 Penalty: 5529.001465
	Iteration 1F: 3 clusters Score -8983431 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -8984294.000000 Penalty: 5529.001465
	Iteration 2Q: 3 clusters Score -8984294 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -8985517.000000 Penalty: 5529.001465
	Iteration 3Q: 3 clusters Score -8985517 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -8987484.000000 Penalty: 5529.001465
	Iteration 4F: 3 clusters Score -8987484 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -8990745.000000 Penalty: 5529.001465
	Iteration 5F: 3 clusters Score -8990745 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -8995391.000000 Penalty: 5529.001465
	Iteration 6F: 3 clusters Score -8995391 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -9000557.000000 Penalty: 5529.001465
	Iteration 7F: 3 clusters Score -9000557 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -9004983.000000 Penalty: 5529.001465
	Iteration 8F: 3 clusters Score -9004983 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 67561 members 
Entering Unmasked Estep 
Score: -9007371.000000 Penalty: 5529.001465
	Iteration 9Q: 3 clusters Score -9007371 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 68597 members 
Entering Unmasked Estep 
Score: -9008380.000000 Penalty: 5529.001465
	Iteration 10Q: 3 clusters Score -9008380 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
Score: -9008722.000000 Penalty: 5529.001465
	Iteration 11Q: 3 clusters Score -9008722 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 69037 members 
Entering Unmasked Estep 
Score: -9008866.000000 Penalty: 5529.001465
	Iteration 12Q: 3 clusters Score -9008866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -9008943.000000 Penalty: 5529.001465
	Iteration 13Q: 3 clusters Score -9008943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
Score: -9008979.000000 Penalty: 5529.001465
	Iteration 14Q: 3 clusters Score -9008979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -9009001.000000 Penalty: 5529.001465
	Iteration 15Q: 3 clusters Score -9009001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -9009003.000000 Penalty: 5529.001465
	Iteration 16Q: 3 clusters Score -9009003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -9009032.000000 Penalty: 5529.001465
	Iteration 17Q: 3 clusters Score -9009032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 69119 members 
Entering Unmasked Estep 
Score: -9009046.000000 Penalty: 5529.001465
	Iteration 18Q: 3 clusters Score -9009046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -9009060.000000 Penalty: 5529.001465
	Iteration 19Q: 3 clusters Score -9009060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -9009053.000000 Penalty: 5529.001465
	Iteration 20F: 3 clusters Score -9009053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -9009058.000000 Penalty: 5529.001465
	Iteration 21Q: 3 clusters Score -9009058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 69122 members 
Entering Unmasked Estep 
Score: -9009056.000000 Penalty: 5529.001465
	Iteration 22Q: 3 clusters Score -9009056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -9009060.000000 Penalty: 5529.001465
	Iteration 23Q: 3 clusters Score -9009060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -9009066.000000 Penalty: 5529.001465
	Iteration 24Q: 3 clusters Score -9009066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -9009069.000000 Penalty: 5529.001465
	Iteration 25Q: 3 clusters Score -9009069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 69127 members 
Entering Unmasked Estep 
Score: -9009067.000000 Penalty: 5529.001465
	Iteration 26Q: 3 clusters Score -9009067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -9009063.000000 Penalty: 5529.001465
	Iteration 27Q: 3 clusters Score -9009063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -9009063.000000 Penalty: 5529.001465
	Iteration 28F: 3 clusters Score -9009063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79416 members 
Entering Unmasked Estep 
Score: -10058949.000000 Penalty: 2798.048828
	Iteration 0F: 2 clusters Score -1.005895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -10005974.000000 Penalty: 5596.097656
	Iteration 0F: 3 clusters Score -1.000597e+07 nChanged 37193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -10026720.000000 Penalty: 5596.097656
	Iteration 1F: 3 clusters Score -1.002672e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -10027515.000000 Penalty: 5596.097656
	Iteration 2Q: 3 clusters Score -1.002752e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -10028593.000000 Penalty: 5596.097656
	Iteration 3Q: 3 clusters Score -1.002859e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -10030224.000000 Penalty: 5596.097656
	Iteration 4Q: 3 clusters Score -1.003022e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -10032410.000000 Penalty: 5596.097656
	Iteration 5F: 3 clusters Score -1.003241e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -10034842.000000 Penalty: 5596.097656
	Iteration 6F: 3 clusters Score -1.003484e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -10037771.000000 Penalty: 5596.097656
	Iteration 7F: 3 clusters Score -1.003777e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -10041467.000000 Penalty: 5596.097656
	Iteration 8F: 3 clusters Score -1.004147e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -10046094.000000 Penalty: 5596.097656
	Iteration 9F: 3 clusters Score -1.004609e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -10050273.000000 Penalty: 5596.097656
	Iteration 10F: 3 clusters Score -1.005027e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -10052561.000000 Penalty: 5596.097656
	Iteration 11Q: 3 clusters Score -1.005256e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -10053468.000000 Penalty: 5596.097656
	Iteration 12Q: 3 clusters Score -1.005347e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 56838 members 
Entering Unmasked Estep 
Score: -10054041.000000 Penalty: 5596.097656
	Iteration 13Q: 3 clusters Score -1.005404e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -10054377.000000 Penalty: 5596.097656
	Iteration 14Q: 3 clusters Score -1.005438e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 57315 members 
Entering Unmasked Estep 
Score: -10054542.000000 Penalty: 5596.097656
	Iteration 15Q: 3 clusters Score -1.005454e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -10054677.000000 Penalty: 5596.097656
	Iteration 16Q: 3 clusters Score -1.005468e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -10054781.000000 Penalty: 5596.097656
	Iteration 17Q: 3 clusters Score -1.005478e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -10054869.000000 Penalty: 5596.097656
	Iteration 18Q: 3 clusters Score -1.005487e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
Score: -10054896.000000 Penalty: 5596.097656
	Iteration 19Q: 3 clusters Score -1.00549e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -10054958.000000 Penalty: 5596.097656
	Iteration 20F: 3 clusters Score -1.005496e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -10054983.000000 Penalty: 5596.097656
	Iteration 21Q: 3 clusters Score -1.005498e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 57437 members 
Entering Unmasked Estep 
Score: -10055029.000000 Penalty: 5596.097656
	Iteration 22Q: 3 clusters Score -1.005503e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 57386 members 
Entering Unmasked Estep 
Score: -10055043.000000 Penalty: 5596.097656
	Iteration 23Q: 3 clusters Score -1.005504e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -10055057.000000 Penalty: 5596.097656
	Iteration 24Q: 3 clusters Score -1.005506e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -10055038.000000 Penalty: 5596.097656
	Iteration 25Q: 3 clusters Score -1.005504e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -10055075.000000 Penalty: 5596.097656
	Iteration 26Q: 3 clusters Score -1.005508e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -10055061.000000 Penalty: 5596.097656
	Iteration 27Q: 3 clusters Score -1.005506e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -10055089.000000 Penalty: 5596.097656
	Iteration 28Q: 3 clusters Score -1.005509e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -10055092.000000 Penalty: 5596.097656
	Iteration 29Q: 3 clusters Score -1.005509e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -10055076.000000 Penalty: 5596.097656
	Iteration 30Q: 3 clusters Score -1.005508e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -10055089.000000 Penalty: 5596.097656
	Iteration 31Q: 3 clusters Score -1.005509e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -10055093.000000 Penalty: 5596.097656
	Iteration 32Q: 3 clusters Score -1.005509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -10055069.000000 Penalty: 5596.097656
	Iteration 33Q: 3 clusters Score -1.005507e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -10055102.000000 Penalty: 5596.097656
	Iteration 34Q: 3 clusters Score -1.00551e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -10055092.000000 Penalty: 5596.097656
	Iteration 35Q: 3 clusters Score -1.005509e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -10055071.000000 Penalty: 5596.097656
	Iteration 36Q: 3 clusters Score -1.005507e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -10055075.000000 Penalty: 5596.097656
	Iteration 37Q: 3 clusters Score -1.005508e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 56921 members 
Entering Unmasked Estep 
Score: -10055070.000000 Penalty: 5596.097656
	Iteration 38Q: 3 clusters Score -1.005507e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -10055054.000000 Penalty: 5596.097656
	Iteration 39Q: 3 clusters Score -1.005505e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -10055064.000000 Penalty: 5596.097656
	Iteration 40F: 3 clusters Score -1.005506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -10055076.000000 Penalty: 5596.097656
	Iteration 41Q: 3 clusters Score -1.005508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -10055074.000000 Penalty: 5596.097656
	Iteration 42Q: 3 clusters Score -1.005507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -10055072.000000 Penalty: 5596.097656
	Iteration 43Q: 3 clusters Score -1.005507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -10055070.000000 Penalty: 5596.097656
	Iteration 44Q: 3 clusters Score -1.005507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -10055057.000000 Penalty: 5596.097656
	Iteration 45Q: 3 clusters Score -1.005506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -10055070.000000 Penalty: 5596.097656
	Iteration 46Q: 3 clusters Score -1.005507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
Score: -10055064.000000 Penalty: 5596.097656
	Iteration 47Q: 3 clusters Score -1.005506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -10055063.000000 Penalty: 5596.097656
	Iteration 48Q: 3 clusters Score -1.005506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -10055056.000000 Penalty: 5596.097656
	Iteration 49Q: 3 clusters Score -1.005506e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -10055034.000000 Penalty: 5596.097656
	Iteration 50Q: 3 clusters Score -1.005503e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -10055050.000000 Penalty: 5596.097656
	Iteration 51Q: 3 clusters Score -1.005505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -10055044.000000 Penalty: 5596.097656
	Iteration 52Q: 3 clusters Score -1.005504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -10055038.000000 Penalty: 5596.097656
	Iteration 53Q: 3 clusters Score -1.005504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -10055035.000000 Penalty: 5596.097656
	Iteration 54Q: 3 clusters Score -1.005504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -10055044.000000 Penalty: 5596.097656
	Iteration 55Q: 3 clusters Score -1.005504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -10055054.000000 Penalty: 5596.097656
	Iteration 56Q: 3 clusters Score -1.005505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -10055040.000000 Penalty: 5596.097656
	Iteration 57Q: 3 clusters Score -1.005504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -10055045.000000 Penalty: 5596.097656
	Iteration 58Q: 3 clusters Score -1.005504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -10055044.000000 Penalty: 5596.097656
	Iteration 59Q: 3 clusters Score -1.005504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -10055045.000000 Penalty: 5596.097656
	Iteration 60F: 3 clusters Score -1.005504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -852989.562500 Penalty: 2174.336182
	Iteration 0F: 2 clusters Score -852989.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -847620.187500 Penalty: 4348.672363
	Iteration 0F: 3 clusters Score -847620.2 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -848969.187500 Penalty: 4348.672363
	Iteration 1F: 3 clusters Score -848969.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -849151.125000 Penalty: 4348.672363
	Iteration 2F: 3 clusters Score -849151.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -849265.937500 Penalty: 4348.672363
	Iteration 3Q: 3 clusters Score -849265.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -849333.062500 Penalty: 4348.672363
	Iteration 4Q: 3 clusters Score -849333.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -849376.562500 Penalty: 4348.672363
	Iteration 5Q: 3 clusters Score -849376.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -849421.125000 Penalty: 4348.672363
	Iteration 6Q: 3 clusters Score -849421.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -849462.187500 Penalty: 4348.672363
	Iteration 7Q: 3 clusters Score -849462.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -849496.062500 Penalty: 4348.672363
	Iteration 8Q: 3 clusters Score -849496.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -849524.500000 Penalty: 4348.672363
	Iteration 9Q: 3 clusters Score -849524.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -849549.500000 Penalty: 4348.672363
	Iteration 10Q: 3 clusters Score -849549.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -849563.437500 Penalty: 4348.672363
	Iteration 11Q: 3 clusters Score -849563.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -849574.500000 Penalty: 4348.672363
	Iteration 12Q: 3 clusters Score -849574.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -849583.250000 Penalty: 4348.672363
	Iteration 13Q: 3 clusters Score -849583.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -849591.937500 Penalty: 4348.672363
	Iteration 14Q: 3 clusters Score -849591.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -849603.687500 Penalty: 4348.672363
	Iteration 15Q: 3 clusters Score -849603.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -849619.312500 Penalty: 4348.672363
	Iteration 16Q: 3 clusters Score -849619.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -849627.375000 Penalty: 4348.672363
	Iteration 17Q: 3 clusters Score -849627.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -849638.875000 Penalty: 4348.672363
	Iteration 18Q: 3 clusters Score -849638.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -849649.125000 Penalty: 4348.672363
	Iteration 19Q: 3 clusters Score -849649.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -849659.375000 Penalty: 4348.672363
	Iteration 20F: 3 clusters Score -849659.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -849670.750000 Penalty: 4348.672363
	Iteration 21Q: 3 clusters Score -849670.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -849684.500000 Penalty: 4348.672363
	Iteration 22Q: 3 clusters Score -849684.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -849699.437500 Penalty: 4348.672363
	Iteration 23Q: 3 clusters Score -849699.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -849716.687500 Penalty: 4348.672363
	Iteration 24Q: 3 clusters Score -849716.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -849735.000000 Penalty: 4348.672363
	Iteration 25Q: 3 clusters Score -849735 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -849749.312500 Penalty: 4348.672363
	Iteration 26Q: 3 clusters Score -849749.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -849768.937500 Penalty: 4348.672363
	Iteration 27Q: 3 clusters Score -849768.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -849786.062500 Penalty: 4348.672363
	Iteration 28Q: 3 clusters Score -849786.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -849808.937500 Penalty: 4348.672363
	Iteration 29Q: 3 clusters Score -849808.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -849826.937500 Penalty: 4348.672363
	Iteration 30Q: 3 clusters Score -849826.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -849849.687500 Penalty: 4348.672363
	Iteration 31Q: 3 clusters Score -849849.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -849876.625000 Penalty: 4348.672363
	Iteration 32Q: 3 clusters Score -849876.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -849914.375000 Penalty: 4348.672363
	Iteration 33Q: 3 clusters Score -849914.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -849956.500000 Penalty: 4348.672363
	Iteration 34Q: 3 clusters Score -849956.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -849992.500000 Penalty: 4348.672363
	Iteration 35Q: 3 clusters Score -849992.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -850040.125000 Penalty: 4348.672363
	Iteration 36Q: 3 clusters Score -850040.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -850095.562500 Penalty: 4348.672363
	Iteration 37Q: 3 clusters Score -850095.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -850161.062500 Penalty: 4348.672363
	Iteration 38Q: 3 clusters Score -850161.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -850247.000000 Penalty: 4348.672363
	Iteration 39Q: 3 clusters Score -850247 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -850328.437500 Penalty: 4348.672363
	Iteration 40F: 3 clusters Score -850328.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -850434.937500 Penalty: 4348.672363
	Iteration 41Q: 3 clusters Score -850434.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -850540.500000 Penalty: 4348.672363
	Iteration 42Q: 3 clusters Score -850540.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -850624.562500 Penalty: 4348.672363
	Iteration 43Q: 3 clusters Score -850624.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -850697.062500 Penalty: 4348.672363
	Iteration 44Q: 3 clusters Score -850697.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -850755.312500 Penalty: 4348.672363
	Iteration 45Q: 3 clusters Score -850755.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -850812.875000 Penalty: 4348.672363
	Iteration 46Q: 3 clusters Score -850812.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -850860.000000 Penalty: 4348.672363
	Iteration 47Q: 3 clusters Score -850860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -850901.250000 Penalty: 4348.672363
	Iteration 48Q: 3 clusters Score -850901.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -850928.937500 Penalty: 4348.672363
	Iteration 49Q: 3 clusters Score -850928.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -850943.250000 Penalty: 4348.672363
	Iteration 50Q: 3 clusters Score -850943.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -850957.312500 Penalty: 4348.672363
	Iteration 51Q: 3 clusters Score -850957.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -850967.187500 Penalty: 4348.672363
	Iteration 52Q: 3 clusters Score -850967.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -850977.875000 Penalty: 4348.672363
	Iteration 53Q: 3 clusters Score -850977.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -850985.750000 Penalty: 4348.672363
	Iteration 54Q: 3 clusters Score -850985.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -850991.187500 Penalty: 4348.672363
	Iteration 55Q: 3 clusters Score -850991.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -850995.125000 Penalty: 4348.672363
	Iteration 56Q: 3 clusters Score -850995.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -850998.187500 Penalty: 4348.672363
	Iteration 57Q: 3 clusters Score -850998.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -851010.062500 Penalty: 4348.672363
	Iteration 58Q: 3 clusters Score -851010.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -851017.750000 Penalty: 4348.672363
	Iteration 59Q: 3 clusters Score -851017.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -851027.812500 Penalty: 4348.672363
	Iteration 60F: 3 clusters Score -851027.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -851033.687500 Penalty: 4348.672363
	Iteration 61Q: 3 clusters Score -851033.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -851038.937500 Penalty: 4348.672363
	Iteration 62Q: 3 clusters Score -851038.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -851045.750000 Penalty: 4348.672363
	Iteration 63Q: 3 clusters Score -851045.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -851050.750000 Penalty: 4348.672363
	Iteration 64Q: 3 clusters Score -851050.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -851054.812500 Penalty: 4348.672363
	Iteration 65Q: 3 clusters Score -851054.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -851060.875000 Penalty: 4348.672363
	Iteration 66Q: 3 clusters Score -851060.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -851062.437500 Penalty: 4348.672363
	Iteration 67Q: 3 clusters Score -851062.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -851067.000000 Penalty: 4348.672363
	Iteration 68Q: 3 clusters Score -851067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -851067.250000 Penalty: 4348.672363
	Iteration 69Q: 3 clusters Score -851067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -851067.250000 Penalty: 4348.672363
	Iteration 70F: 3 clusters Score -851067.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (151577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151577 members 
Entering Unmasked Estep 
Score: -19283742.000000 Penalty: 2958.354492
	Iteration 0F: 2 clusters Score -1.928374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75596 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -19184590.000000 Penalty: 5916.708984
	Iteration 0F: 3 clusters Score -1.918459e+07 nChanged 72564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 79689 members 
Entering Unmasked Estep 
Score: -19227288.000000 Penalty: 5916.708984
	Iteration 1F: 3 clusters Score -1.922729e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -19228820.000000 Penalty: 5916.708984
	Iteration 2Q: 3 clusters Score -1.922882e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 85797 members 
Entering Unmasked Estep 
Score: -19231090.000000 Penalty: 5916.708984
	Iteration 3Q: 3 clusters Score -1.923109e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -19235174.000000 Penalty: 5916.708984
	Iteration 4F: 3 clusters Score -1.923517e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 98177 members 
Entering Unmasked Estep 
Score: -19241680.000000 Penalty: 5916.708984
	Iteration 5F: 3 clusters Score -1.924168e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 106614 members 
Entering Unmasked Estep 
Score: -19250012.000000 Penalty: 5916.708984
	Iteration 6F: 3 clusters Score -1.925001e+07 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 114764 members 
Entering Unmasked Estep 
Score: -19259254.000000 Penalty: 5916.708984
	Iteration 7F: 3 clusters Score -1.925925e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 121073 members 
Entering Unmasked Estep 
Score: -19267138.000000 Penalty: 5916.708984
	Iteration 8F: 3 clusters Score -1.926714e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 124980 members 
Entering Unmasked Estep 
Score: -19271888.000000 Penalty: 5916.708984
	Iteration 9Q: 3 clusters Score -1.927189e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 127424 members 
Entering Unmasked Estep 
Score: -19273830.000000 Penalty: 5916.708984
	Iteration 10Q: 3 clusters Score -1.927383e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 129407 members 
Entering Unmasked Estep 
Score: -19274972.000000 Penalty: 5916.708984
	Iteration 11Q: 3 clusters Score -1.927497e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 131180 members 
Entering Unmasked Estep 
Score: -19275816.000000 Penalty: 5916.708984
	Iteration 12Q: 3 clusters Score -1.927582e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 132844 members 
Entering Unmasked Estep 
Score: -19276676.000000 Penalty: 5916.708984
	Iteration 13Q: 3 clusters Score -1.927668e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 134484 members 
Entering Unmasked Estep 
Score: -19277370.000000 Penalty: 5916.708984
	Iteration 14Q: 3 clusters Score -1.927737e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 136016 members 
Entering Unmasked Estep 
Score: -19278054.000000 Penalty: 5916.708984
	Iteration 15Q: 3 clusters Score -1.927805e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 137485 members 
Entering Unmasked Estep 
Score: -19278788.000000 Penalty: 5916.708984
	Iteration 16Q: 3 clusters Score -1.927879e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 138853 members 
Entering Unmasked Estep 
Score: -19279436.000000 Penalty: 5916.708984
	Iteration 17Q: 3 clusters Score -1.927944e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 140037 members 
Entering Unmasked Estep 
Score: -19279850.000000 Penalty: 5916.708984
	Iteration 18Q: 3 clusters Score -1.927985e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 141138 members 
Entering Unmasked Estep 
Score: -19280218.000000 Penalty: 5916.708984
	Iteration 19Q: 3 clusters Score -1.928022e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 142156 members 
Entering Unmasked Estep 
Score: -19280580.000000 Penalty: 5916.708984
	Iteration 20F: 3 clusters Score -1.928058e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 143091 members 
Entering Unmasked Estep 
Score: -19280724.000000 Penalty: 5916.708984
	Iteration 21Q: 3 clusters Score -1.928072e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 143913 members 
Entering Unmasked Estep 
Score: -19280954.000000 Penalty: 5916.708984
	Iteration 22Q: 3 clusters Score -1.928095e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 144646 members 
Entering Unmasked Estep 
Score: -19281158.000000 Penalty: 5916.708984
	Iteration 23Q: 3 clusters Score -1.928116e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 145284 members 
Entering Unmasked Estep 
Score: -19281352.000000 Penalty: 5916.708984
	Iteration 24Q: 3 clusters Score -1.928135e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 145868 members 
Entering Unmasked Estep 
Score: -19281586.000000 Penalty: 5916.708984
	Iteration 25Q: 3 clusters Score -1.928159e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 146364 members 
Entering Unmasked Estep 
Score: -19281752.000000 Penalty: 5916.708984
	Iteration 26Q: 3 clusters Score -1.928175e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 146785 members 
Entering Unmasked Estep 
Score: -19281930.000000 Penalty: 5916.708984
	Iteration 27Q: 3 clusters Score -1.928193e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 147135 members 
Entering Unmasked Estep 
Score: -19281978.000000 Penalty: 5916.708984
	Iteration 28Q: 3 clusters Score -1.928198e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 147434 members 
Entering Unmasked Estep 
Score: -19282066.000000 Penalty: 5916.708984
	Iteration 29Q: 3 clusters Score -1.928207e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 147706 members 
Entering Unmasked Estep 
Score: -19282112.000000 Penalty: 5916.708984
	Iteration 30Q: 3 clusters Score -1.928211e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 147924 members 
Entering Unmasked Estep 
Score: -19282128.000000 Penalty: 5916.708984
	Iteration 31Q: 3 clusters Score -1.928213e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 148095 members 
Entering Unmasked Estep 
Score: -19282184.000000 Penalty: 5916.708984
	Iteration 32Q: 3 clusters Score -1.928218e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 148230 members 
Entering Unmasked Estep 
Score: -19282252.000000 Penalty: 5916.708984
	Iteration 33Q: 3 clusters Score -1.928225e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 148351 members 
Entering Unmasked Estep 
Score: -19282224.000000 Penalty: 5916.708984
	Iteration 34Q: 3 clusters Score -1.928222e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 148462 members 
Entering Unmasked Estep 
Score: -19282254.000000 Penalty: 5916.708984
	Iteration 35Q: 3 clusters Score -1.928225e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 148568 members 
Entering Unmasked Estep 
Score: -19282284.000000 Penalty: 5916.708984
	Iteration 36Q: 3 clusters Score -1.928228e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 148665 members 
Entering Unmasked Estep 
Score: -19282228.000000 Penalty: 5916.708984
	Iteration 37Q: 3 clusters Score -1.928223e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 148751 members 
Entering Unmasked Estep 
Score: -19282266.000000 Penalty: 5916.708984
	Iteration 38Q: 3 clusters Score -1.928227e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 148826 members 
Entering Unmasked Estep 
Score: -19282282.000000 Penalty: 5916.708984
	Iteration 39Q: 3 clusters Score -1.928228e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 148876 members 
Entering Unmasked Estep 
Score: -19282290.000000 Penalty: 5916.708984
	Iteration 40F: 3 clusters Score -1.928229e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 148920 members 
Entering Unmasked Estep 
Score: -19282284.000000 Penalty: 5916.708984
	Iteration 41Q: 3 clusters Score -1.928228e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 148958 members 
Entering Unmasked Estep 
Score: -19282276.000000 Penalty: 5916.708984
	Iteration 42Q: 3 clusters Score -1.928228e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 148992 members 
Entering Unmasked Estep 
Score: -19282274.000000 Penalty: 5916.708984
	Iteration 43Q: 3 clusters Score -1.928227e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 149017 members 
Entering Unmasked Estep 
Score: -19282278.000000 Penalty: 5916.708984
	Iteration 44Q: 3 clusters Score -1.928228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 149035 members 
Entering Unmasked Estep 
Score: -19282284.000000 Penalty: 5916.708984
	Iteration 45Q: 3 clusters Score -1.928228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 149053 members 
Entering Unmasked Estep 
Score: -19282276.000000 Penalty: 5916.708984
	Iteration 46Q: 3 clusters Score -1.928228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 149067 members 
Entering Unmasked Estep 
Score: -19282276.000000 Penalty: 5916.708984
	Iteration 47Q: 3 clusters Score -1.928228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 149081 members 
Entering Unmasked Estep 
Score: -19282270.000000 Penalty: 5916.708984
	Iteration 48Q: 3 clusters Score -1.928227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 149095 members 
Entering Unmasked Estep 
Score: -19282282.000000 Penalty: 5916.708984
	Iteration 49Q: 3 clusters Score -1.928228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 149105 members 
Entering Unmasked Estep 
Score: -19282278.000000 Penalty: 5916.708984
	Iteration 50Q: 3 clusters Score -1.928228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 149114 members 
Entering Unmasked Estep 
Score: -19282256.000000 Penalty: 5916.708984
	Iteration 51Q: 3 clusters Score -1.928226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 149122 members 
Entering Unmasked Estep 
Score: -19282258.000000 Penalty: 5916.708984
	Iteration 52Q: 3 clusters Score -1.928226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 149127 members 
Entering Unmasked Estep 
Score: -19282270.000000 Penalty: 5916.708984
	Iteration 53Q: 3 clusters Score -1.928227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 149135 members 
Entering Unmasked Estep 
Score: -19282260.000000 Penalty: 5916.708984
	Iteration 54Q: 3 clusters Score -1.928226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 149144 members 
Entering Unmasked Estep 
Score: -19282260.000000 Penalty: 5916.708984
	Iteration 55Q: 3 clusters Score -1.928226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 149154 members 
Entering Unmasked Estep 
Score: -19282236.000000 Penalty: 5916.708984
	Iteration 56Q: 3 clusters Score -1.928224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 149166 members 
Entering Unmasked Estep 
Score: -19282244.000000 Penalty: 5916.708984
	Iteration 57Q: 3 clusters Score -1.928224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 149178 members 
Entering Unmasked Estep 
Score: -19282248.000000 Penalty: 5916.708984
	Iteration 58Q: 3 clusters Score -1.928225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 149188 members 
Entering Unmasked Estep 
Score: -19282262.000000 Penalty: 5916.708984
	Iteration 59Q: 3 clusters Score -1.928226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 149201 members 
Entering Unmasked Estep 
Score: -19282246.000000 Penalty: 5916.708984
	Iteration 60F: 3 clusters Score -1.928225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 149219 members 
Entering Unmasked Estep 
Score: -19282258.000000 Penalty: 5916.708984
	Iteration 61Q: 3 clusters Score -1.928226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 149242 members 
Entering Unmasked Estep 
Score: -19282238.000000 Penalty: 5916.708984
	Iteration 62Q: 3 clusters Score -1.928224e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 149272 members 
Entering Unmasked Estep 
Score: -19282228.000000 Penalty: 5916.708984
	Iteration 63Q: 3 clusters Score -1.928223e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 149297 members 
Entering Unmasked Estep 
Score: -19282224.000000 Penalty: 5916.708984
	Iteration 64Q: 3 clusters Score -1.928222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 149313 members 
Entering Unmasked Estep 
Score: -19282214.000000 Penalty: 5916.708984
	Iteration 65Q: 3 clusters Score -1.928221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 149333 members 
Entering Unmasked Estep 
Score: -19282222.000000 Penalty: 5916.708984
	Iteration 66Q: 3 clusters Score -1.928222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 149349 members 
Entering Unmasked Estep 
Score: -19282230.000000 Penalty: 5916.708984
	Iteration 67Q: 3 clusters Score -1.928223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 149367 members 
Entering Unmasked Estep 
Score: -19282208.000000 Penalty: 5916.708984
	Iteration 68Q: 3 clusters Score -1.928221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 149377 members 
Entering Unmasked Estep 
Score: -19282214.000000 Penalty: 5916.708984
	Iteration 69Q: 3 clusters Score -1.928221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 149392 members 
Entering Unmasked Estep 
Score: -19282216.000000 Penalty: 5916.708984
	Iteration 70Q: 3 clusters Score -1.928222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 149406 members 
Entering Unmasked Estep 
Score: -19282210.000000 Penalty: 5916.708984
	Iteration 71Q: 3 clusters Score -1.928221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 149418 members 
Entering Unmasked Estep 
Score: -19282206.000000 Penalty: 5916.708984
	Iteration 72Q: 3 clusters Score -1.928221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 149428 members 
Entering Unmasked Estep 
Score: -19282222.000000 Penalty: 5916.708984
	Iteration 73Q: 3 clusters Score -1.928222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 149436 members 
Entering Unmasked Estep 
Score: -19282210.000000 Penalty: 5916.708984
	Iteration 74Q: 3 clusters Score -1.928221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 149446 members 
Entering Unmasked Estep 
Score: -19282218.000000 Penalty: 5916.708984
	Iteration 75Q: 3 clusters Score -1.928222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 149453 members 
Entering Unmasked Estep 
Score: -19282214.000000 Penalty: 5916.708984
	Iteration 76Q: 3 clusters Score -1.928221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 149462 members 
Entering Unmasked Estep 
Score: -19282218.000000 Penalty: 5916.708984
	Iteration 77Q: 3 clusters Score -1.928222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 149474 members 
Entering Unmasked Estep 
Score: -19282224.000000 Penalty: 5916.708984
	Iteration 78Q: 3 clusters Score -1.928222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 149486 members 
Entering Unmasked Estep 
Score: -19282214.000000 Penalty: 5916.708984
	Iteration 79Q: 3 clusters Score -1.928221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 149492 members 
Entering Unmasked Estep 
Score: -19282212.000000 Penalty: 5916.708984
	Iteration 80F: 3 clusters Score -1.928221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 149494 members 
Entering Unmasked Estep 
Score: -19282208.000000 Penalty: 5916.708984
	Iteration 81Q: 3 clusters Score -1.928221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 149495 members 
Entering Unmasked Estep 
Score: -19282214.000000 Penalty: 5916.708984
	Iteration 82Q: 3 clusters Score -1.928221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 149495 members 
Entering Unmasked Estep 
Score: -19282214.000000 Penalty: 5916.708984
	Iteration 83F: 3 clusters Score -1.928221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (150509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150509 members 
Entering Unmasked Estep 
Score: -19268082.000000 Penalty: 2956.600830
	Iteration 0F: 2 clusters Score -1.926808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75278 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -19169538.000000 Penalty: 5913.201660
	Iteration 0F: 3 clusters Score -1.916954e+07 nChanged 71916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75154 members 
Mstep: Class 2 contains 75355 members 
Entering Unmasked Estep 
Score: -19210774.000000 Penalty: 5913.201660
	Iteration 1F: 3 clusters Score -1.921077e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75305 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
Score: -19211510.000000 Penalty: 5913.201660
	Iteration 2Q: 3 clusters Score -1.921151e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 74889 members 
Entering Unmasked Estep 
Score: -19212450.000000 Penalty: 5913.201660
	Iteration 3Q: 3 clusters Score -1.921245e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -19213604.000000 Penalty: 5913.201660
	Iteration 4Q: 3 clusters Score -1.92136e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 73406 members 
Entering Unmasked Estep 
Score: -19214932.000000 Penalty: 5913.201660
	Iteration 5Q: 3 clusters Score -1.921493e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78398 members 
Mstep: Class 2 contains 72111 members 
Entering Unmasked Estep 
Score: -19216802.000000 Penalty: 5913.201660
	Iteration 6Q: 3 clusters Score -1.92168e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80334 members 
Mstep: Class 2 contains 70175 members 
Entering Unmasked Estep 
Score: -19219978.000000 Penalty: 5913.201660
	Iteration 7Q: 3 clusters Score -1.921998e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -19224710.000000 Penalty: 5913.201660
	Iteration 8F: 3 clusters Score -1.922471e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -19231718.000000 Penalty: 5913.201660
	Iteration 9F: 3 clusters Score -1.923172e+07 nChanged 10277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90571 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -19239766.000000 Penalty: 5913.201660
	Iteration 10F: 3 clusters Score -1.923977e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93960 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -19246048.000000 Penalty: 5913.201660
	Iteration 11F: 3 clusters Score -1.924605e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96673 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -19249164.000000 Penalty: 5913.201660
	Iteration 12Q: 3 clusters Score -1.924916e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99192 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -19250778.000000 Penalty: 5913.201660
	Iteration 13Q: 3 clusters Score -1.925078e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101689 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -19251996.000000 Penalty: 5913.201660
	Iteration 14Q: 3 clusters Score -1.9252e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104229 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -19253252.000000 Penalty: 5913.201660
	Iteration 15Q: 3 clusters Score -1.925325e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106759 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -19254562.000000 Penalty: 5913.201660
	Iteration 16Q: 3 clusters Score -1.925456e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109121 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -19255516.000000 Penalty: 5913.201660
	Iteration 17Q: 3 clusters Score -1.925552e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111447 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -19256522.000000 Penalty: 5913.201660
	Iteration 18Q: 3 clusters Score -1.925652e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -19257364.000000 Penalty: 5913.201660
	Iteration 19Q: 3 clusters Score -1.925736e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115942 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -19258234.000000 Penalty: 5913.201660
	Iteration 20F: 3 clusters Score -1.925823e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118099 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -19258908.000000 Penalty: 5913.201660
	Iteration 21Q: 3 clusters Score -1.925891e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120193 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -19259656.000000 Penalty: 5913.201660
	Iteration 22Q: 3 clusters Score -1.925966e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122214 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -19260356.000000 Penalty: 5913.201660
	Iteration 23Q: 3 clusters Score -1.926036e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124175 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -19261004.000000 Penalty: 5913.201660
	Iteration 24Q: 3 clusters Score -1.9261e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126096 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -19261628.000000 Penalty: 5913.201660
	Iteration 25Q: 3 clusters Score -1.926163e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127992 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -19262206.000000 Penalty: 5913.201660
	Iteration 26Q: 3 clusters Score -1.926221e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129808 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -19262770.000000 Penalty: 5913.201660
	Iteration 27Q: 3 clusters Score -1.926277e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131512 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -19263254.000000 Penalty: 5913.201660
	Iteration 28Q: 3 clusters Score -1.926325e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133199 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -19263758.000000 Penalty: 5913.201660
	Iteration 29Q: 3 clusters Score -1.926376e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134792 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -19264332.000000 Penalty: 5913.201660
	Iteration 30Q: 3 clusters Score -1.926433e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136283 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -19264818.000000 Penalty: 5913.201660
	Iteration 31Q: 3 clusters Score -1.926482e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137647 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -19265308.000000 Penalty: 5913.201660
	Iteration 32Q: 3 clusters Score -1.926531e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138878 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -19265680.000000 Penalty: 5913.201660
	Iteration 33Q: 3 clusters Score -1.926568e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139996 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -19265896.000000 Penalty: 5913.201660
	Iteration 34Q: 3 clusters Score -1.92659e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141028 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -19266216.000000 Penalty: 5913.201660
	Iteration 35Q: 3 clusters Score -1.926622e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141956 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -19266454.000000 Penalty: 5913.201660
	Iteration 36Q: 3 clusters Score -1.926645e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142809 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -19266566.000000 Penalty: 5913.201660
	Iteration 37Q: 3 clusters Score -1.926657e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143616 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -19266762.000000 Penalty: 5913.201660
	Iteration 38Q: 3 clusters Score -1.926676e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144325 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -19266866.000000 Penalty: 5913.201660
	Iteration 39Q: 3 clusters Score -1.926687e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144978 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -19266934.000000 Penalty: 5913.201660
	Iteration 40F: 3 clusters Score -1.926693e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145552 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -19267002.000000 Penalty: 5913.201660
	Iteration 41Q: 3 clusters Score -1.9267e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146043 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -19267034.000000 Penalty: 5913.201660
	Iteration 42Q: 3 clusters Score -1.926703e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146471 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -19267030.000000 Penalty: 5913.201660
	Iteration 43Q: 3 clusters Score -1.926703e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146864 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -19266976.000000 Penalty: 5913.201660
	Iteration 44Q: 3 clusters Score -1.926698e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147203 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -19266942.000000 Penalty: 5913.201660
	Iteration 45Q: 3 clusters Score -1.926694e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147508 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -19266922.000000 Penalty: 5913.201660
	Iteration 46Q: 3 clusters Score -1.926692e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147775 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -19266856.000000 Penalty: 5913.201660
	Iteration 47Q: 3 clusters Score -1.926686e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147999 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -19266792.000000 Penalty: 5913.201660
	Iteration 48Q: 3 clusters Score -1.926679e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148162 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -19266792.000000 Penalty: 5913.201660
	Iteration 49Q: 3 clusters Score -1.926679e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148287 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -19266718.000000 Penalty: 5913.201660
	Iteration 50Q: 3 clusters Score -1.926672e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148400 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -19266656.000000 Penalty: 5913.201660
	Iteration 51Q: 3 clusters Score -1.926666e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148495 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -19266668.000000 Penalty: 5913.201660
	Iteration 52Q: 3 clusters Score -1.926667e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148590 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -19266676.000000 Penalty: 5913.201660
	Iteration 53Q: 3 clusters Score -1.926668e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148670 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -19266630.000000 Penalty: 5913.201660
	Iteration 54Q: 3 clusters Score -1.926663e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148744 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -19266640.000000 Penalty: 5913.201660
	Iteration 55Q: 3 clusters Score -1.926664e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148802 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -19266610.000000 Penalty: 5913.201660
	Iteration 56Q: 3 clusters Score -1.926661e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148860 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -19266628.000000 Penalty: 5913.201660
	Iteration 57Q: 3 clusters Score -1.926663e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148919 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -19266628.000000 Penalty: 5913.201660
	Iteration 58Q: 3 clusters Score -1.926663e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148958 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -19266626.000000 Penalty: 5913.201660
	Iteration 59Q: 3 clusters Score -1.926663e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148997 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19266564.000000 Penalty: 5913.201660
	Iteration 60F: 3 clusters Score -1.926656e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149021 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -19266558.000000 Penalty: 5913.201660
	Iteration 61Q: 3 clusters Score -1.926656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149039 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -19266538.000000 Penalty: 5913.201660
	Iteration 62Q: 3 clusters Score -1.926654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149055 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -19266528.000000 Penalty: 5913.201660
	Iteration 63Q: 3 clusters Score -1.926653e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149072 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -19266524.000000 Penalty: 5913.201660
	Iteration 64Q: 3 clusters Score -1.926652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149086 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -19266526.000000 Penalty: 5913.201660
	Iteration 65Q: 3 clusters Score -1.926653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149100 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -19266508.000000 Penalty: 5913.201660
	Iteration 66Q: 3 clusters Score -1.926651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149114 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -19266510.000000 Penalty: 5913.201660
	Iteration 67Q: 3 clusters Score -1.926651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149126 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -19266504.000000 Penalty: 5913.201660
	Iteration 68Q: 3 clusters Score -1.92665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149139 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -19266520.000000 Penalty: 5913.201660
	Iteration 69Q: 3 clusters Score -1.926652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149147 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -19266526.000000 Penalty: 5913.201660
	Iteration 70Q: 3 clusters Score -1.926653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149152 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -19266500.000000 Penalty: 5913.201660
	Iteration 71Q: 3 clusters Score -1.92665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149162 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -19266482.000000 Penalty: 5913.201660
	Iteration 72Q: 3 clusters Score -1.926648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149175 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -19266480.000000 Penalty: 5913.201660
	Iteration 73Q: 3 clusters Score -1.926648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149185 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -19266486.000000 Penalty: 5913.201660
	Iteration 74Q: 3 clusters Score -1.926649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149193 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -19266486.000000 Penalty: 5913.201660
	Iteration 75Q: 3 clusters Score -1.926649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149198 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -19266492.000000 Penalty: 5913.201660
	Iteration 76Q: 3 clusters Score -1.926649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149206 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -19266480.000000 Penalty: 5913.201660
	Iteration 77Q: 3 clusters Score -1.926648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149211 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -19266470.000000 Penalty: 5913.201660
	Iteration 78Q: 3 clusters Score -1.926647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149215 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -19266460.000000 Penalty: 5913.201660
	Iteration 79Q: 3 clusters Score -1.926646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149218 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -19266466.000000 Penalty: 5913.201660
	Iteration 80F: 3 clusters Score -1.926647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149222 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -19266458.000000 Penalty: 5913.201660
	Iteration 81Q: 3 clusters Score -1.926646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149223 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -19266472.000000 Penalty: 5913.201660
	Iteration 82Q: 3 clusters Score -1.926647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149226 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -19266470.000000 Penalty: 5913.201660
	Iteration 83Q: 3 clusters Score -1.926647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149231 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -19266472.000000 Penalty: 5913.201660
	Iteration 84Q: 3 clusters Score -1.926647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149236 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -19266462.000000 Penalty: 5913.201660
	Iteration 85Q: 3 clusters Score -1.926646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149241 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -19266460.000000 Penalty: 5913.201660
	Iteration 86Q: 3 clusters Score -1.926646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149245 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -19266462.000000 Penalty: 5913.201660
	Iteration 87Q: 3 clusters Score -1.926646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149248 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -19266454.000000 Penalty: 5913.201660
	Iteration 88Q: 3 clusters Score -1.926645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149251 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -19266446.000000 Penalty: 5913.201660
	Iteration 89Q: 3 clusters Score -1.926645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149253 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -19266436.000000 Penalty: 5913.201660
	Iteration 90Q: 3 clusters Score -1.926644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149257 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -19266434.000000 Penalty: 5913.201660
	Iteration 91Q: 3 clusters Score -1.926643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149260 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -19266436.000000 Penalty: 5913.201660
	Iteration 92Q: 3 clusters Score -1.926644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149264 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -19266456.000000 Penalty: 5913.201660
	Iteration 93Q: 3 clusters Score -1.926646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149266 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -19266436.000000 Penalty: 5913.201660
	Iteration 94Q: 3 clusters Score -1.926644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149269 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -19266440.000000 Penalty: 5913.201660
	Iteration 95Q: 3 clusters Score -1.926644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149270 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -19266442.000000 Penalty: 5913.201660
	Iteration 96Q: 3 clusters Score -1.926644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149272 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -19266444.000000 Penalty: 5913.201660
	Iteration 97Q: 3 clusters Score -1.926644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149275 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -19266446.000000 Penalty: 5913.201660
	Iteration 98Q: 3 clusters Score -1.926645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149277 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -19266442.000000 Penalty: 5913.201660
	Iteration 99Q: 3 clusters Score -1.926644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149278 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -19266440.000000 Penalty: 5913.201660
	Iteration 100F: 3 clusters Score -1.926644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149279 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -19266442.000000 Penalty: 5913.201660
	Iteration 101Q: 3 clusters Score -1.926644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149279 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -19266442.000000 Penalty: 5913.201660
	Iteration 102F: 3 clusters Score -1.926644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -513150.656250 Penalty: 2065.874756
	Iteration 0F: 2 clusters Score -513150.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -509161.687500 Penalty: 4131.749512
	Iteration 0F: 3 clusters Score -509161.7 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -510091.125000 Penalty: 4131.749512
	Iteration 1F: 3 clusters Score -510091.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -510332.156250 Penalty: 4131.749512
	Iteration 2F: 3 clusters Score -510332.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -510505.968750 Penalty: 4131.749512
	Iteration 3F: 3 clusters Score -510506 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -510658.968750 Penalty: 4131.749512
	Iteration 4Q: 3 clusters Score -510659 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -510829.875000 Penalty: 4131.749512
	Iteration 5Q: 3 clusters Score -510829.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -511008.125000 Penalty: 4131.749512
	Iteration 6Q: 3 clusters Score -511008.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -511181.093750 Penalty: 4131.749512
	Iteration 7Q: 3 clusters Score -511181.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -511384.156250 Penalty: 4131.749512
	Iteration 8Q: 3 clusters Score -511384.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -511590.656250 Penalty: 4131.749512
	Iteration 9Q: 3 clusters Score -511590.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -511825.906250 Penalty: 4131.749512
	Iteration 10Q: 3 clusters Score -511825.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -512080.625000 Penalty: 4131.749512
	Iteration 11Q: 3 clusters Score -512080.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -512314.218750 Penalty: 4131.749512
	Iteration 12Q: 3 clusters Score -512314.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -512454.062500 Penalty: 4131.749512
	Iteration 13Q: 3 clusters Score -512454.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -512541.687500 Penalty: 4131.749512
	Iteration 14Q: 3 clusters Score -512541.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -512600.250000 Penalty: 4131.749512
	Iteration 15Q: 3 clusters Score -512600.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -512628.562500 Penalty: 4131.749512
	Iteration 16Q: 3 clusters Score -512628.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -512652.125000 Penalty: 4131.749512
	Iteration 17Q: 3 clusters Score -512652.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -512666.781250 Penalty: 4131.749512
	Iteration 18Q: 3 clusters Score -512666.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -512674.281250 Penalty: 4131.749512
	Iteration 19Q: 3 clusters Score -512674.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -512678.187500 Penalty: 4131.749512
	Iteration 20F: 3 clusters Score -512678.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -512683.968750 Penalty: 4131.749512
	Iteration 21Q: 3 clusters Score -512684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -512687.812500 Penalty: 4131.749512
	Iteration 22Q: 3 clusters Score -512687.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -512692.375000 Penalty: 4131.749512
	Iteration 23Q: 3 clusters Score -512692.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -512696.593750 Penalty: 4131.749512
	Iteration 24Q: 3 clusters Score -512696.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -512698.562500 Penalty: 4131.749512
	Iteration 25Q: 3 clusters Score -512698.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -512702.031250 Penalty: 4131.749512
	Iteration 26Q: 3 clusters Score -512702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -512705.312500 Penalty: 4131.749512
	Iteration 27Q: 3 clusters Score -512705.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -512707.531250 Penalty: 4131.749512
	Iteration 28Q: 3 clusters Score -512707.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -512711.781250 Penalty: 4131.749512
	Iteration 29Q: 3 clusters Score -512711.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -512714.843750 Penalty: 4131.749512
	Iteration 30Q: 3 clusters Score -512714.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -512720.156250 Penalty: 4131.749512
	Iteration 31Q: 3 clusters Score -512720.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -512733.593750 Penalty: 4131.749512
	Iteration 32Q: 3 clusters Score -512733.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -512743.000000 Penalty: 4131.749512
	Iteration 33Q: 3 clusters Score -512743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -512752.218750 Penalty: 4131.749512
	Iteration 34Q: 3 clusters Score -512752.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -512762.937500 Penalty: 4131.749512
	Iteration 35Q: 3 clusters Score -512762.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -512774.093750 Penalty: 4131.749512
	Iteration 36Q: 3 clusters Score -512774.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -512791.187500 Penalty: 4131.749512
	Iteration 37Q: 3 clusters Score -512791.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -512823.437500 Penalty: 4131.749512
	Iteration 38Q: 3 clusters Score -512823.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -512877.500000 Penalty: 4131.749512
	Iteration 39Q: 3 clusters Score -512877.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -512985.000000 Penalty: 4131.749512
	Iteration 40F: 3 clusters Score -512985 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -513202.468750 Penalty: 4131.749512
	Iteration 41Q: 3 clusters Score -513202.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -513594.625000 Penalty: 4131.749512
	Iteration 42Q: 3 clusters Score -513594.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -513693.187500 Penalty: 4131.749512
	Iteration 43Q: 3 clusters Score -513693.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -513706.593750 Penalty: 4131.749512
	Iteration 44Q: 3 clusters Score -513706.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -513711.062500 Penalty: 4131.749512
	Iteration 45Q: 3 clusters Score -513711.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -513713.093750 Penalty: 4131.749512
	Iteration 46Q: 3 clusters Score -513713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -513712.750000 Penalty: 4131.749512
	Iteration 47Q: 3 clusters Score -513712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -513712.750000 Penalty: 4131.749512
	Iteration 48F: 3 clusters Score -513712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 64073 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 29551 members 
Mstep: Class 5 contains 11864 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 157862 members 
Mstep: Class 8 contains 82430 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 142693 members 
Mstep: Class 11 contains 9526 members 
Mstep: Class 12 contains 150817 members 
Mstep: Class 13 contains 6307 members 
Mstep: Class 14 contains 155256 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 69368 members 
Mstep: Class 17 contains 15067 members 
Mstep: Class 18 contains 79416 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 151577 members 
Mstep: Class 21 contains 150509 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1977 members 
Entering Unmasked Estep 
Score: -161288176.000000 Penalty: 80260.382812
Splitting cluster 22 changes total score from -161288128.000000 to -161288176.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 64073 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 29551 members 
Mstep: Class 5 contains 11864 members 
Mstep: Class 7 contains 157862 members 
Mstep: Class 8 contains 82430 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 142693 members 
Mstep: Class 11 contains 9526 members 
Mstep: Class 12 contains 150817 members 
Mstep: Class 13 contains 6307 members 
Mstep: Class 14 contains 155256 members 
Mstep: Class 16 contains 69368 members 
Mstep: Class 18 contains 79416 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 151577 members 
Mstep: Class 21 contains 150509 members 
Mstep: Class 22 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161289312.000000 Penalty: 80260.382812
Iteration 79Q: 24 clusters Score -1.612893e+08 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 65127 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 30055 members 
Mstep: Class 5 contains 11846 members 
Mstep: Class 6 contains 458 members 
Mstep: Class 7 contains 156801 members 
Mstep: Class 8 contains 82668 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 141961 members 
Mstep: Class 11 contains 9554 members 
Mstep: Class 12 contains 150736 members 
Mstep: Class 13 contains 6344 members 
Mstep: Class 14 contains 157246 members 
Mstep: Class 15 contains 877 members 
Mstep: Class 16 contains 69289 members 
Mstep: Class 17 contains 14677 members 
Mstep: Class 18 contains 79345 members 
Mstep: Class 19 contains 6439 members 
Mstep: Class 20 contains 151047 members 
Mstep: Class 21 contains 149625 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 1951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161291152.000000 Penalty: 80260.382812
Iteration 80F: 24 clusters Score -1.612912e+08 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 64798 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 30511 members 
Mstep: Class 5 contains 12033 members 
Mstep: Class 6 contains 463 members 
Mstep: Class 7 contains 156031 members 
Mstep: Class 8 contains 82866 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 141220 members 
Mstep: Class 11 contains 9520 members 
Mstep: Class 12 contains 150596 members 
Mstep: Class 13 contains 6405 members 
Mstep: Class 14 contains 158890 members 
Mstep: Class 15 contains 874 members 
Mstep: Class 16 contains 69219 members 
Mstep: Class 17 contains 15495 members 
Mstep: Class 18 contains 79286 members 
Mstep: Class 19 contains 6472 members 
Mstep: Class 20 contains 150409 members 
Mstep: Class 21 contains 148997 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161292752.000000 Penalty: 80260.382812
Iteration 81Q: 24 clusters Score -1.612928e+08 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 64444 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 30925 members 
Mstep: Class 5 contains 12247 members 
Mstep: Class 6 contains 466 members 
Mstep: Class 7 contains 155368 members 
Mstep: Class 8 contains 83059 members 
Mstep: Class 9 contains 658 members 
Mstep: Class 10 contains 140480 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 150392 members 
Mstep: Class 13 contains 6423 members 
Mstep: Class 14 contains 160625 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 69125 members 
Mstep: Class 17 contains 16054 members 
Mstep: Class 18 contains 79215 members 
Mstep: Class 19 contains 6502 members 
Mstep: Class 20 contains 149803 members 
Mstep: Class 21 contains 148590 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161294128.000000 Penalty: 80260.382812
Iteration 82Q: 24 clusters Score -1.612941e+08 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 64031 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 31323 members 
Mstep: Class 5 contains 12452 members 
Mstep: Class 6 contains 467 members 
Mstep: Class 7 contains 154760 members 
Mstep: Class 8 contains 83265 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 139731 members 
Mstep: Class 11 contains 9476 members 
Mstep: Class 12 contains 150234 members 
Mstep: Class 13 contains 6440 members 
Mstep: Class 14 contains 162106 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 69004 members 
Mstep: Class 17 contains 16582 members 
Mstep: Class 18 contains 79150 members 
Mstep: Class 19 contains 6519 members 
Mstep: Class 20 contains 149267 members 
Mstep: Class 21 contains 148411 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161294720.000000 Penalty: 80260.382812
Iteration 83Q: 24 clusters Score -1.612947e+08 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 63603 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 31715 members 
Mstep: Class 5 contains 12645 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 154322 members 
Mstep: Class 8 contains 83470 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 138975 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 150079 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 163545 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 68888 members 
Mstep: Class 17 contains 17087 members 
Mstep: Class 18 contains 79099 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 148700 members 
Mstep: Class 21 contains 148194 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161295632.000000 Penalty: 80260.382812
Iteration 84Q: 24 clusters Score -1.612956e+08 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 63217 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 32098 members 
Mstep: Class 5 contains 12798 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 154003 members 
Mstep: Class 8 contains 83685 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 138204 members 
Mstep: Class 11 contains 9440 members 
Mstep: Class 12 contains 149975 members 
Mstep: Class 13 contains 6447 members 
Mstep: Class 14 contains 164832 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 68768 members 
Mstep: Class 17 contains 17533 members 
Mstep: Class 18 contains 79039 members 
Mstep: Class 19 contains 6585 members 
Mstep: Class 20 contains 148144 members 
Mstep: Class 21 contains 147987 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161295616.000000 Penalty: 80260.382812
Iteration 85Q: 24 clusters Score -1.612956e+08 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 62884 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 32448 members 
Mstep: Class 5 contains 12957 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 153651 members 
Mstep: Class 8 contains 83858 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 137468 members 
Mstep: Class 11 contains 9427 members 
Mstep: Class 12 contains 149878 members 
Mstep: Class 13 contains 6446 members 
Mstep: Class 14 contains 165976 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 68664 members 
Mstep: Class 17 contains 17946 members 
Mstep: Class 18 contains 78994 members 
Mstep: Class 19 contains 6654 members 
Mstep: Class 20 contains 147562 members 
Mstep: Class 21 contains 147943 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161295712.000000 Penalty: 80260.382812
Iteration 86Q: 24 clusters Score -1.612957e+08 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 62552 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 32773 members 
Mstep: Class 5 contains 13111 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 153398 members 
Mstep: Class 8 contains 84011 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 136782 members 
Mstep: Class 11 contains 9418 members 
Mstep: Class 12 contains 149755 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 167088 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 68586 members 
Mstep: Class 17 contains 18367 members 
Mstep: Class 18 contains 78948 members 
Mstep: Class 19 contains 6721 members 
Mstep: Class 20 contains 146937 members 
Mstep: Class 21 contains 147867 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161296048.000000 Penalty: 80260.382812
Iteration 87Q: 24 clusters Score -1.61296e+08 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 62284 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 33090 members 
Mstep: Class 5 contains 13282 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 153162 members 
Mstep: Class 8 contains 84173 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 136060 members 
Mstep: Class 11 contains 9426 members 
Mstep: Class 12 contains 149669 members 
Mstep: Class 13 contains 6439 members 
Mstep: Class 14 contains 168189 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 68474 members 
Mstep: Class 17 contains 18727 members 
Mstep: Class 18 contains 78914 members 
Mstep: Class 19 contains 6795 members 
Mstep: Class 20 contains 146348 members 
Mstep: Class 21 contains 147726 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161296624.000000 Penalty: 80260.382812
Iteration 88Q: 24 clusters Score -1.612966e+08 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 62030 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 33396 members 
Mstep: Class 5 contains 13484 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152951 members 
Mstep: Class 8 contains 84309 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 135319 members 
Mstep: Class 11 contains 9430 members 
Mstep: Class 12 contains 149582 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 14 contains 169227 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 68371 members 
Mstep: Class 17 contains 19071 members 
Mstep: Class 18 contains 78869 members 
Mstep: Class 19 contains 6859 members 
Mstep: Class 20 contains 145736 members 
Mstep: Class 21 contains 147690 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161296784.000000 Penalty: 80260.382812
Iteration 89Q: 24 clusters Score -1.612968e+08 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 61800 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 33700 members 
Mstep: Class 5 contains 13653 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152732 members 
Mstep: Class 8 contains 84419 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 134642 members 
Mstep: Class 11 contains 9422 members 
Mstep: Class 12 contains 149521 members 
Mstep: Class 13 contains 6427 members 
Mstep: Class 14 contains 170185 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 68284 members 
Mstep: Class 17 contains 19411 members 
Mstep: Class 18 contains 78850 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 145090 members 
Mstep: Class 21 contains 147669 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297536.000000 Penalty: 80260.382812
Iteration 90Q: 24 clusters Score -1.612975e+08 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 61591 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 33991 members 
Mstep: Class 5 contains 13785 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152615 members 
Mstep: Class 8 contains 84554 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 133978 members 
Mstep: Class 11 contains 9421 members 
Mstep: Class 12 contains 149490 members 
Mstep: Class 13 contains 6417 members 
Mstep: Class 14 contains 171048 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 68176 members 
Mstep: Class 17 contains 19727 members 
Mstep: Class 18 contains 78836 members 
Mstep: Class 19 contains 7045 members 
Mstep: Class 20 contains 144438 members 
Mstep: Class 21 contains 147646 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297712.000000 Penalty: 80260.382812
Iteration 91Q: 24 clusters Score -1.612977e+08 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 61400 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 34282 members 
Mstep: Class 5 contains 13910 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152543 members 
Mstep: Class 8 contains 84684 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 133308 members 
Mstep: Class 11 contains 9422 members 
Mstep: Class 12 contains 149451 members 
Mstep: Class 13 contains 6402 members 
Mstep: Class 14 contains 171779 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 68075 members 
Mstep: Class 17 contains 20036 members 
Mstep: Class 18 contains 78822 members 
Mstep: Class 19 contains 7179 members 
Mstep: Class 20 contains 143791 members 
Mstep: Class 21 contains 147674 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297520.000000 Penalty: 80260.382812
Iteration 92Q: 24 clusters Score -1.612975e+08 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 61237 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 34533 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152575 members 
Mstep: Class 8 contains 84823 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 132643 members 
Mstep: Class 11 contains 9427 members 
Mstep: Class 12 contains 149398 members 
Mstep: Class 13 contains 6389 members 
Mstep: Class 14 contains 172404 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 67959 members 
Mstep: Class 17 contains 20309 members 
Mstep: Class 18 contains 78807 members 
Mstep: Class 19 contains 7261 members 
Mstep: Class 20 contains 143284 members 
Mstep: Class 21 contains 147696 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297696.000000 Penalty: 80260.382812
Iteration 93Q: 24 clusters Score -1.612977e+08 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 61102 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 34745 members 
Mstep: Class 5 contains 14117 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152635 members 
Mstep: Class 8 contains 85008 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 132027 members 
Mstep: Class 11 contains 9420 members 
Mstep: Class 12 contains 149349 members 
Mstep: Class 13 contains 6373 members 
Mstep: Class 14 contains 172934 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 67801 members 
Mstep: Class 17 contains 20550 members 
Mstep: Class 18 contains 78800 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 142800 members 
Mstep: Class 21 contains 147771 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297280.000000 Penalty: 80260.382812
Iteration 94Q: 24 clusters Score -1.612973e+08 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 60961 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 34960 members 
Mstep: Class 5 contains 14207 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152682 members 
Mstep: Class 8 contains 85181 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 131498 members 
Mstep: Class 11 contains 9414 members 
Mstep: Class 12 contains 149331 members 
Mstep: Class 13 contains 6362 members 
Mstep: Class 14 contains 173409 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 67629 members 
Mstep: Class 17 contains 20774 members 
Mstep: Class 18 contains 78786 members 
Mstep: Class 19 contains 7378 members 
Mstep: Class 20 contains 142370 members 
Mstep: Class 21 contains 147818 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297664.000000 Penalty: 80260.382812
Iteration 95Q: 24 clusters Score -1.612977e+08 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 60821 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 35157 members 
Mstep: Class 5 contains 14312 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152714 members 
Mstep: Class 8 contains 85366 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 130962 members 
Mstep: Class 11 contains 9417 members 
Mstep: Class 12 contains 149320 members 
Mstep: Class 13 contains 6349 members 
Mstep: Class 14 contains 173760 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 67458 members 
Mstep: Class 17 contains 21010 members 
Mstep: Class 18 contains 78780 members 
Mstep: Class 19 contains 7434 members 
Mstep: Class 20 contains 141947 members 
Mstep: Class 21 contains 147951 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297728.000000 Penalty: 80260.382812
Iteration 96Q: 24 clusters Score -1.612977e+08 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 60678 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 35345 members 
Mstep: Class 5 contains 14417 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152743 members 
Mstep: Class 8 contains 85580 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 130492 members 
Mstep: Class 11 contains 9422 members 
Mstep: Class 12 contains 149335 members 
Mstep: Class 13 contains 6336 members 
Mstep: Class 14 contains 174077 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 67273 members 
Mstep: Class 17 contains 21241 members 
Mstep: Class 18 contains 78759 members 
Mstep: Class 19 contains 7511 members 
Mstep: Class 20 contains 141582 members 
Mstep: Class 21 contains 147969 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298160.000000 Penalty: 80260.382812
Iteration 97Q: 24 clusters Score -1.612982e+08 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 60536 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 35517 members 
Mstep: Class 5 contains 14500 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152756 members 
Mstep: Class 8 contains 85806 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 130022 members 
Mstep: Class 11 contains 9428 members 
Mstep: Class 12 contains 149336 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 174295 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 67077 members 
Mstep: Class 17 contains 21459 members 
Mstep: Class 18 contains 78745 members 
Mstep: Class 19 contains 7589 members 
Mstep: Class 20 contains 141320 members 
Mstep: Class 21 contains 148045 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298384.000000 Penalty: 80260.382812
Iteration 98Q: 24 clusters Score -1.612984e+08 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 60374 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 35684 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152755 members 
Mstep: Class 8 contains 86007 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 129609 members 
Mstep: Class 11 contains 9424 members 
Mstep: Class 12 contains 149266 members 
Mstep: Class 13 contains 6324 members 
Mstep: Class 14 contains 174514 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 66931 members 
Mstep: Class 17 contains 21685 members 
Mstep: Class 18 contains 78747 members 
Mstep: Class 19 contains 7638 members 
Mstep: Class 20 contains 141091 members 
Mstep: Class 21 contains 148115 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298768.000000 Penalty: 80260.382812
Iteration 99Q: 24 clusters Score -1.612988e+08 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 60257 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 35810 members 
Mstep: Class 5 contains 14676 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152816 members 
Mstep: Class 8 contains 86203 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 129207 members 
Mstep: Class 11 contains 9424 members 
Mstep: Class 12 contains 149239 members 
Mstep: Class 13 contains 6318 members 
Mstep: Class 14 contains 174703 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 66731 members 
Mstep: Class 17 contains 21869 members 
Mstep: Class 18 contains 78743 members 
Mstep: Class 19 contains 7708 members 
Mstep: Class 20 contains 140915 members 
Mstep: Class 21 contains 148136 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298720.000000 Penalty: 80260.382812
Iteration 100F: 24 clusters Score -1.612987e+08 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 60154 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 35956 members 
Mstep: Class 5 contains 14759 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152807 members 
Mstep: Class 8 contains 86384 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 128862 members 
Mstep: Class 11 contains 9426 members 
Mstep: Class 12 contains 149235 members 
Mstep: Class 13 contains 6310 members 
Mstep: Class 14 contains 174875 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 66549 members 
Mstep: Class 17 contains 22038 members 
Mstep: Class 18 contains 78747 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 140721 members 
Mstep: Class 21 contains 148151 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298688.000000 Penalty: 80260.382812
Iteration 101Q: 24 clusters Score -1.612987e+08 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 60035 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 36078 members 
Mstep: Class 5 contains 14846 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152820 members 
Mstep: Class 8 contains 86560 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 128559 members 
Mstep: Class 11 contains 9430 members 
Mstep: Class 12 contains 149219 members 
Mstep: Class 13 contains 6304 members 
Mstep: Class 14 contains 175004 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 66360 members 
Mstep: Class 17 contains 22228 members 
Mstep: Class 18 contains 78732 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 140553 members 
Mstep: Class 21 contains 148156 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298688.000000 Penalty: 80260.382812
Iteration 102Q: 24 clusters Score -1.612987e+08 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 59937 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 36192 members 
Mstep: Class 5 contains 14927 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152825 members 
Mstep: Class 8 contains 86739 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 128264 members 
Mstep: Class 11 contains 9421 members 
Mstep: Class 12 contains 149207 members 
Mstep: Class 13 contains 6296 members 
Mstep: Class 14 contains 175132 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 66185 members 
Mstep: Class 17 contains 22407 members 
Mstep: Class 18 contains 78723 members 
Mstep: Class 19 contains 7947 members 
Mstep: Class 20 contains 140425 members 
Mstep: Class 21 contains 148130 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298560.000000 Penalty: 80260.382812
Iteration 103Q: 24 clusters Score -1.612986e+08 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 59819 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 36314 members 
Mstep: Class 5 contains 15015 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152793 members 
Mstep: Class 8 contains 86915 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 127941 members 
Mstep: Class 11 contains 9421 members 
Mstep: Class 12 contains 149220 members 
Mstep: Class 13 contains 6290 members 
Mstep: Class 14 contains 175207 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 65995 members 
Mstep: Class 17 contains 22590 members 
Mstep: Class 18 contains 78730 members 
Mstep: Class 19 contains 8032 members 
Mstep: Class 20 contains 140312 members 
Mstep: Class 21 contains 148161 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298736.000000 Penalty: 80260.382812
Iteration 104Q: 24 clusters Score -1.612987e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 59709 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 36423 members 
Mstep: Class 5 contains 15091 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152765 members 
Mstep: Class 8 contains 87075 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 127625 members 
Mstep: Class 11 contains 9415 members 
Mstep: Class 12 contains 149266 members 
Mstep: Class 13 contains 6279 members 
Mstep: Class 14 contains 175316 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 65807 members 
Mstep: Class 17 contains 22771 members 
Mstep: Class 18 contains 78734 members 
Mstep: Class 19 contains 8085 members 
Mstep: Class 20 contains 140253 members 
Mstep: Class 21 contains 148141 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298672.000000 Penalty: 80260.382812
Iteration 105Q: 24 clusters Score -1.612987e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 59601 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 36525 members 
Mstep: Class 5 contains 15156 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152752 members 
Mstep: Class 8 contains 87260 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 127312 members 
Mstep: Class 11 contains 9416 members 
Mstep: Class 12 contains 149319 members 
Mstep: Class 13 contains 6261 members 
Mstep: Class 14 contains 175419 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 65616 members 
Mstep: Class 17 contains 22953 members 
Mstep: Class 18 contains 78738 members 
Mstep: Class 19 contains 8147 members 
Mstep: Class 20 contains 140181 members 
Mstep: Class 21 contains 148096 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298656.000000 Penalty: 80260.382812
Iteration 106Q: 24 clusters Score -1.612987e+08 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 59512 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 36630 members 
Mstep: Class 5 contains 15207 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152730 members 
Mstep: Class 8 contains 87479 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 127008 members 
Mstep: Class 11 contains 9411 members 
Mstep: Class 12 contains 149412 members 
Mstep: Class 13 contains 6247 members 
Mstep: Class 14 contains 175510 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 65374 members 
Mstep: Class 17 contains 23122 members 
Mstep: Class 18 contains 78740 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 140106 members 
Mstep: Class 21 contains 148071 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298480.000000 Penalty: 80260.382812
Iteration 107Q: 24 clusters Score -1.612985e+08 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 59423 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 36741 members 
Mstep: Class 5 contains 15245 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152639 members 
Mstep: Class 8 contains 87674 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 126716 members 
Mstep: Class 11 contains 9410 members 
Mstep: Class 12 contains 149512 members 
Mstep: Class 13 contains 6235 members 
Mstep: Class 14 contains 175579 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 65161 members 
Mstep: Class 17 contains 23291 members 
Mstep: Class 18 contains 78721 members 
Mstep: Class 19 contains 8266 members 
Mstep: Class 20 contains 140047 members 
Mstep: Class 21 contains 148090 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298448.000000 Penalty: 80260.382812
Iteration 108Q: 24 clusters Score -1.612984e+08 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 59326 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 36834 members 
Mstep: Class 5 contains 15291 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152583 members 
Mstep: Class 8 contains 87884 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 126385 members 
Mstep: Class 11 contains 9413 members 
Mstep: Class 12 contains 149629 members 
Mstep: Class 13 contains 6228 members 
Mstep: Class 14 contains 175596 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 64940 members 
Mstep: Class 17 contains 23449 members 
Mstep: Class 18 contains 78704 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 140010 members 
Mstep: Class 21 contains 148145 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298320.000000 Penalty: 80260.382812
Iteration 109Q: 24 clusters Score -1.612983e+08 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 59235 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 36912 members 
Mstep: Class 5 contains 15336 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152522 members 
Mstep: Class 8 contains 88108 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 126073 members 
Mstep: Class 11 contains 9413 members 
Mstep: Class 12 contains 149744 members 
Mstep: Class 13 contains 6222 members 
Mstep: Class 14 contains 175631 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 64719 members 
Mstep: Class 17 contains 23606 members 
Mstep: Class 18 contains 78690 members 
Mstep: Class 19 contains 8383 members 
Mstep: Class 20 contains 139982 members 
Mstep: Class 21 contains 148174 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298464.000000 Penalty: 80260.382812
Iteration 110Q: 24 clusters Score -1.612985e+08 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 59159 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 36981 members 
Mstep: Class 5 contains 15389 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152500 members 
Mstep: Class 8 contains 88356 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 125778 members 
Mstep: Class 11 contains 9415 members 
Mstep: Class 12 contains 149822 members 
Mstep: Class 13 contains 6205 members 
Mstep: Class 14 contains 175639 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 64467 members 
Mstep: Class 17 contains 23761 members 
Mstep: Class 18 contains 78674 members 
Mstep: Class 19 contains 8441 members 
Mstep: Class 20 contains 139978 members 
Mstep: Class 21 contains 148185 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298032.000000 Penalty: 80260.382812
Iteration 111Q: 24 clusters Score -1.61298e+08 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 59069 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 37050 members 
Mstep: Class 5 contains 15459 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152511 members 
Mstep: Class 8 contains 88603 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 125485 members 
Mstep: Class 11 contains 9417 members 
Mstep: Class 12 contains 149900 members 
Mstep: Class 13 contains 6193 members 
Mstep: Class 14 contains 175655 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 64211 members 
Mstep: Class 17 contains 23921 members 
Mstep: Class 18 contains 78661 members 
Mstep: Class 19 contains 8472 members 
Mstep: Class 20 contains 139963 members 
Mstep: Class 21 contains 148182 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298032.000000 Penalty: 80260.382812
Iteration 112Q: 24 clusters Score -1.61298e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 58963 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 37107 members 
Mstep: Class 5 contains 15521 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152517 members 
Mstep: Class 8 contains 88862 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 125194 members 
Mstep: Class 11 contains 9414 members 
Mstep: Class 12 contains 149971 members 
Mstep: Class 13 contains 6185 members 
Mstep: Class 14 contains 175650 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 63961 members 
Mstep: Class 17 contains 24085 members 
Mstep: Class 18 contains 78652 members 
Mstep: Class 19 contains 8498 members 
Mstep: Class 20 contains 139960 members 
Mstep: Class 21 contains 148214 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297696.000000 Penalty: 80260.382812
Iteration 113Q: 24 clusters Score -1.612977e+08 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 58866 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 37182 members 
Mstep: Class 5 contains 15578 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152514 members 
Mstep: Class 8 contains 89098 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 124911 members 
Mstep: Class 11 contains 9414 members 
Mstep: Class 12 contains 150045 members 
Mstep: Class 13 contains 6175 members 
Mstep: Class 14 contains 175613 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 63751 members 
Mstep: Class 17 contains 24228 members 
Mstep: Class 18 contains 78641 members 
Mstep: Class 19 contains 8570 members 
Mstep: Class 20 contains 139988 members 
Mstep: Class 21 contains 148181 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297808.000000 Penalty: 80260.382812
Iteration 114Q: 24 clusters Score -1.612978e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 58756 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 37254 members 
Mstep: Class 5 contains 15618 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152517 members 
Mstep: Class 8 contains 89338 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 124652 members 
Mstep: Class 11 contains 9420 members 
Mstep: Class 12 contains 150107 members 
Mstep: Class 13 contains 6166 members 
Mstep: Class 14 contains 175570 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 63536 members 
Mstep: Class 17 contains 24383 members 
Mstep: Class 18 contains 78634 members 
Mstep: Class 19 contains 8645 members 
Mstep: Class 20 contains 140018 members 
Mstep: Class 21 contains 148142 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297872.000000 Penalty: 80260.382812
Iteration 115Q: 24 clusters Score -1.612979e+08 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 58676 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 37324 members 
Mstep: Class 5 contains 15656 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152458 members 
Mstep: Class 8 contains 89556 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 124407 members 
Mstep: Class 11 contains 9426 members 
Mstep: Class 12 contains 150173 members 
Mstep: Class 13 contains 6150 members 
Mstep: Class 14 contains 175529 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 63332 members 
Mstep: Class 17 contains 24514 members 
Mstep: Class 18 contains 78637 members 
Mstep: Class 19 contains 8727 members 
Mstep: Class 20 contains 140028 members 
Mstep: Class 21 contains 148162 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297856.000000 Penalty: 80260.382812
Iteration 116Q: 24 clusters Score -1.612979e+08 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 58591 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 37385 members 
Mstep: Class 5 contains 15689 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152432 members 
Mstep: Class 8 contains 89773 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 124174 members 
Mstep: Class 11 contains 9434 members 
Mstep: Class 12 contains 150242 members 
Mstep: Class 13 contains 6136 members 
Mstep: Class 14 contains 175461 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 63152 members 
Mstep: Class 17 contains 24637 members 
Mstep: Class 18 contains 78631 members 
Mstep: Class 19 contains 8814 members 
Mstep: Class 20 contains 140031 members 
Mstep: Class 21 contains 148173 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297856.000000 Penalty: 80260.382812
Iteration 117Q: 24 clusters Score -1.612979e+08 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 58522 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 37458 members 
Mstep: Class 5 contains 15713 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152384 members 
Mstep: Class 8 contains 89992 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 123967 members 
Mstep: Class 11 contains 9438 members 
Mstep: Class 12 contains 150294 members 
Mstep: Class 13 contains 6121 members 
Mstep: Class 14 contains 175411 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 62964 members 
Mstep: Class 17 contains 24763 members 
Mstep: Class 18 contains 78613 members 
Mstep: Class 19 contains 8935 members 
Mstep: Class 20 contains 140023 members 
Mstep: Class 21 contains 148157 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297760.000000 Penalty: 80260.382812
Iteration 118Q: 24 clusters Score -1.612978e+08 nChanged 2060
Entering ConstructFrom: 
Score: -161297760.000000 Penalty: 80260.382812
Entering ConstructFrom: 
Trying to split cluster 1 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -101607.867188 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -101607.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -99781.453125 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -99781.45 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -100257.804688 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -100257.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100491.484375 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -100491.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -100711.367188 Penalty: 3394.500000
	Iteration 3F: 3 clusters Score -100711.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -100930.687500 Penalty: 3394.500000
	Iteration 4F: 3 clusters Score -100930.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -101258.976562 Penalty: 3394.500000
	Iteration 5F: 3 clusters Score -101259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -101639.304688 Penalty: 3394.500000
	Iteration 6F: 3 clusters Score -101639.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -101878.695312 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -101878.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -102055.007812 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -102055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -102199.812500 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -102199.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -102463.710938 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -102463.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -102515.898438 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -102515.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -102517.820312 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -102517.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -102518.390625 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -102518.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -102518.390625 Penalty: 3394.500000
	Iteration 14F: 3 clusters Score -102518.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 58467 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 37538 members 
Mstep: Class 5 contains 15733 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152290 members 
Mstep: Class 8 contains 90202 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 123746 members 
Mstep: Class 11 contains 9442 members 
Mstep: Class 12 contains 150339 members 
Mstep: Class 13 contains 6107 members 
Mstep: Class 14 contains 175355 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 62790 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 78590 members 
Mstep: Class 19 contains 9069 members 
Mstep: Class 20 contains 140055 members 
Mstep: Class 21 contains 148160 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 557 members 
Entering Unmasked Estep 
Score: -161296992.000000 Penalty: 83749.968750
Splitting cluster 1 changes total score from -161297760.000000 to -161296992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (58467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Entering Unmasked Estep 
Score: -7227598.000000 Penalty: 2722.102051
	Iteration 0F: 2 clusters Score -7227598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -7188647.000000 Penalty: 5444.204102
	Iteration 0F: 3 clusters Score -7188647 nChanged 27092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -7203519.500000 Penalty: 5444.204102
	Iteration 1F: 3 clusters Score -7203520 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -7204076.000000 Penalty: 5444.204102
	Iteration 2Q: 3 clusters Score -7204076 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -7204749.000000 Penalty: 5444.204102
	Iteration 3Q: 3 clusters Score -7204749 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -7205359.500000 Penalty: 5444.204102
	Iteration 4Q: 3 clusters Score -7205360 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -7206045.500000 Penalty: 5444.204102
	Iteration 5Q: 3 clusters Score -7206046 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -7206899.500000 Penalty: 5444.204102
	Iteration 6Q: 3 clusters Score -7206900 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -7207838.500000 Penalty: 5444.204102
	Iteration 7Q: 3 clusters Score -7207838 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -7208939.500000 Penalty: 5444.204102
	Iteration 8Q: 3 clusters Score -7208940 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -7210097.500000 Penalty: 5444.204102
	Iteration 9Q: 3 clusters Score -7210098 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -7211159.500000 Penalty: 5444.204102
	Iteration 10Q: 3 clusters Score -7211160 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -7212157.500000 Penalty: 5444.204102
	Iteration 11Q: 3 clusters Score -7212158 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -7212985.500000 Penalty: 5444.204102
	Iteration 12Q: 3 clusters Score -7212986 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -7213863.000000 Penalty: 5444.204102
	Iteration 13Q: 3 clusters Score -7213863 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -7214664.500000 Penalty: 5444.204102
	Iteration 14Q: 3 clusters Score -7214664 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -7215521.000000 Penalty: 5444.204102
	Iteration 15Q: 3 clusters Score -7215521 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -7216463.000000 Penalty: 5444.204102
	Iteration 16Q: 3 clusters Score -7216463 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -7217494.500000 Penalty: 5444.204102
	Iteration 17Q: 3 clusters Score -7217494 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -7218570.000000 Penalty: 5444.204102
	Iteration 18Q: 3 clusters Score -7218570 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -7219538.500000 Penalty: 5444.204102
	Iteration 19Q: 3 clusters Score -7219538 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -7220279.000000 Penalty: 5444.204102
	Iteration 20F: 3 clusters Score -7220279 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -7221023.000000 Penalty: 5444.204102
	Iteration 21Q: 3 clusters Score -7221023 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -7221631.500000 Penalty: 5444.204102
	Iteration 22Q: 3 clusters Score -7221632 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -7222170.000000 Penalty: 5444.204102
	Iteration 23Q: 3 clusters Score -7222170 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -7222674.500000 Penalty: 5444.204102
	Iteration 24Q: 3 clusters Score -7222674 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -7223137.000000 Penalty: 5444.204102
	Iteration 25Q: 3 clusters Score -7223137 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -7223537.500000 Penalty: 5444.204102
	Iteration 26Q: 3 clusters Score -7223538 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -7223924.500000 Penalty: 5444.204102
	Iteration 27Q: 3 clusters Score -7223924 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56180 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7224242.000000 Penalty: 5444.204102
	Iteration 28Q: 3 clusters Score -7224242 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7224469.000000 Penalty: 5444.204102
	Iteration 29Q: 3 clusters Score -7224469 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7224677.500000 Penalty: 5444.204102
	Iteration 30Q: 3 clusters Score -7224678 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7224868.500000 Penalty: 5444.204102
	Iteration 31Q: 3 clusters Score -7224868 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7224991.000000 Penalty: 5444.204102
	Iteration 32Q: 3 clusters Score -7224991 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57331 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7225108.500000 Penalty: 5444.204102
	Iteration 33Q: 3 clusters Score -7225108 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7225178.500000 Penalty: 5444.204102
	Iteration 34Q: 3 clusters Score -7225178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7225226.000000 Penalty: 5444.204102
	Iteration 35Q: 3 clusters Score -7225226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7225269.500000 Penalty: 5444.204102
	Iteration 36Q: 3 clusters Score -7225270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57568 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7225290.500000 Penalty: 5444.204102
	Iteration 37Q: 3 clusters Score -7225290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7225330.000000 Penalty: 5444.204102
	Iteration 38Q: 3 clusters Score -7225330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7225341.000000 Penalty: 5444.204102
	Iteration 39Q: 3 clusters Score -7225341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57631 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7225354.000000 Penalty: 5444.204102
	Iteration 40F: 3 clusters Score -7225354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7225346.000000 Penalty: 5444.204102
	Iteration 41Q: 3 clusters Score -7225346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7225350.000000 Penalty: 5444.204102
	Iteration 42Q: 3 clusters Score -7225350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7225367.500000 Penalty: 5444.204102
	Iteration 43Q: 3 clusters Score -7225368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7225365.500000 Penalty: 5444.204102
	Iteration 44Q: 3 clusters Score -7225366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7225375.500000 Penalty: 5444.204102
	Iteration 45Q: 3 clusters Score -7225376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7225382.500000 Penalty: 5444.204102
	Iteration 46Q: 3 clusters Score -7225382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7225394.000000 Penalty: 5444.204102
	Iteration 47Q: 3 clusters Score -7225394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7225396.500000 Penalty: 5444.204102
	Iteration 48Q: 3 clusters Score -7225396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7225405.500000 Penalty: 5444.204102
	Iteration 49Q: 3 clusters Score -7225406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7225400.500000 Penalty: 5444.204102
	Iteration 50Q: 3 clusters Score -7225400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7225405.000000 Penalty: 5444.204102
	Iteration 51Q: 3 clusters Score -7225405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7225421.000000 Penalty: 5444.204102
	Iteration 52Q: 3 clusters Score -7225421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7225421.500000 Penalty: 5444.204102
	Iteration 53Q: 3 clusters Score -7225422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7225424.000000 Penalty: 5444.204102
	Iteration 54Q: 3 clusters Score -7225424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7225424.000000 Penalty: 5444.204102
	Iteration 55Q: 3 clusters Score -7225424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7225422.500000 Penalty: 5444.204102
	Iteration 56Q: 3 clusters Score -7225422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7225422.500000 Penalty: 5444.204102
	Iteration 57F: 3 clusters Score -7225422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -129133.898438 Penalty: 1743.871826
	Iteration 0F: 2 clusters Score -129133.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -127247.000000 Penalty: 3487.743652
	Iteration 0F: 3 clusters Score -127247 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -127973.656250 Penalty: 3487.743652
	Iteration 1F: 3 clusters Score -127973.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -128368.039062 Penalty: 3487.743652
	Iteration 2F: 3 clusters Score -128368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -128627.703125 Penalty: 3487.743652
	Iteration 3F: 3 clusters Score -128627.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -128743.625000 Penalty: 3487.743652
	Iteration 4Q: 3 clusters Score -128743.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -128815.968750 Penalty: 3487.743652
	Iteration 5Q: 3 clusters Score -128816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -128856.210938 Penalty: 3487.743652
	Iteration 6Q: 3 clusters Score -128856.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -128871.109375 Penalty: 3487.743652
	Iteration 7Q: 3 clusters Score -128871.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -128882.757812 Penalty: 3487.743652
	Iteration 8Q: 3 clusters Score -128882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -128887.906250 Penalty: 3487.743652
	Iteration 9Q: 3 clusters Score -128887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -128889.531250 Penalty: 3487.743652
	Iteration 10Q: 3 clusters Score -128889.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -128891.093750 Penalty: 3487.743652
	Iteration 11Q: 3 clusters Score -128891.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -128891.093750 Penalty: 3487.743652
	Iteration 12F: 3 clusters Score -128891.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Entering Unmasked Estep 
Score: -4813807.500000 Penalty: 2612.210938
	Iteration 0F: 2 clusters Score -4813808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -4788381.500000 Penalty: 5224.421875
	Iteration 0F: 3 clusters Score -4788382 nChanged 17083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4797705.000000 Penalty: 5224.421875
	Iteration 1F: 3 clusters Score -4797705 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -4798233.500000 Penalty: 5224.421875
	Iteration 2Q: 3 clusters Score -4798234 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -4798723.000000 Penalty: 5224.421875
	Iteration 3Q: 3 clusters Score -4798723 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -4799324.000000 Penalty: 5224.421875
	Iteration 4Q: 3 clusters Score -4799324 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -4800108.000000 Penalty: 5224.421875
	Iteration 5Q: 3 clusters Score -4800108 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -4801182.500000 Penalty: 5224.421875
	Iteration 6F: 3 clusters Score -4801182 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -4802572.000000 Penalty: 5224.421875
	Iteration 7F: 3 clusters Score -4802572 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -4804211.500000 Penalty: 5224.421875
	Iteration 8F: 3 clusters Score -4804212 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -4805769.500000 Penalty: 5224.421875
	Iteration 9F: 3 clusters Score -4805770 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -4806948.000000 Penalty: 5224.421875
	Iteration 10Q: 3 clusters Score -4806948 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -4807631.000000 Penalty: 5224.421875
	Iteration 11Q: 3 clusters Score -4807631 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -4808013.500000 Penalty: 5224.421875
	Iteration 12Q: 3 clusters Score -4808014 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -4808293.000000 Penalty: 5224.421875
	Iteration 13Q: 3 clusters Score -4808293 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -4808497.500000 Penalty: 5224.421875
	Iteration 14Q: 3 clusters Score -4808498 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -4808734.500000 Penalty: 5224.421875
	Iteration 15Q: 3 clusters Score -4808734 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -4809004.500000 Penalty: 5224.421875
	Iteration 16Q: 3 clusters Score -4809004 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -4809278.500000 Penalty: 5224.421875
	Iteration 17Q: 3 clusters Score -4809278 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4809525.500000 Penalty: 5224.421875
	Iteration 18Q: 3 clusters Score -4809526 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -4809763.500000 Penalty: 5224.421875
	Iteration 19Q: 3 clusters Score -4809764 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -4809948.500000 Penalty: 5224.421875
	Iteration 20F: 3 clusters Score -4809948 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -4810159.500000 Penalty: 5224.421875
	Iteration 21Q: 3 clusters Score -4810160 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -4810298.500000 Penalty: 5224.421875
	Iteration 22Q: 3 clusters Score -4810298 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -4810468.000000 Penalty: 5224.421875
	Iteration 23Q: 3 clusters Score -4810468 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -4810588.500000 Penalty: 5224.421875
	Iteration 24Q: 3 clusters Score -4810588 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -4810717.500000 Penalty: 5224.421875
	Iteration 25Q: 3 clusters Score -4810718 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -4810806.500000 Penalty: 5224.421875
	Iteration 26Q: 3 clusters Score -4810806 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -4810890.500000 Penalty: 5224.421875
	Iteration 27Q: 3 clusters Score -4810890 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -4810959.000000 Penalty: 5224.421875
	Iteration 28Q: 3 clusters Score -4810959 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -4811035.500000 Penalty: 5224.421875
	Iteration 29Q: 3 clusters Score -4811036 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -4811107.000000 Penalty: 5224.421875
	Iteration 30Q: 3 clusters Score -4811107 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -4811150.500000 Penalty: 5224.421875
	Iteration 31Q: 3 clusters Score -4811150 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -4811213.000000 Penalty: 5224.421875
	Iteration 32Q: 3 clusters Score -4811213 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -4811253.500000 Penalty: 5224.421875
	Iteration 33Q: 3 clusters Score -4811254 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4811293.000000 Penalty: 5224.421875
	Iteration 34Q: 3 clusters Score -4811293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -4811331.000000 Penalty: 5224.421875
	Iteration 35Q: 3 clusters Score -4811331 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -4811349.500000 Penalty: 5224.421875
	Iteration 36Q: 3 clusters Score -4811350 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -4811370.000000 Penalty: 5224.421875
	Iteration 37Q: 3 clusters Score -4811370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4811379.000000 Penalty: 5224.421875
	Iteration 38Q: 3 clusters Score -4811379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -4811386.000000 Penalty: 5224.421875
	Iteration 39Q: 3 clusters Score -4811386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -4811404.000000 Penalty: 5224.421875
	Iteration 40F: 3 clusters Score -4811404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -4811416.500000 Penalty: 5224.421875
	Iteration 41Q: 3 clusters Score -4811416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -4811429.500000 Penalty: 5224.421875
	Iteration 42Q: 3 clusters Score -4811430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -4811432.500000 Penalty: 5224.421875
	Iteration 43Q: 3 clusters Score -4811432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -4811431.000000 Penalty: 5224.421875
	Iteration 44Q: 3 clusters Score -4811431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -4811443.000000 Penalty: 5224.421875
	Iteration 45Q: 3 clusters Score -4811443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -4811450.500000 Penalty: 5224.421875
	Iteration 46Q: 3 clusters Score -4811450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -4811448.000000 Penalty: 5224.421875
	Iteration 47Q: 3 clusters Score -4811448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -4811453.500000 Penalty: 5224.421875
	Iteration 48Q: 3 clusters Score -4811454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -4811457.000000 Penalty: 5224.421875
	Iteration 49Q: 3 clusters Score -4811457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -4811469.000000 Penalty: 5224.421875
	Iteration 50Q: 3 clusters Score -4811469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -4811481.000000 Penalty: 5224.421875
	Iteration 51Q: 3 clusters Score -4811481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -4811484.500000 Penalty: 5224.421875
	Iteration 52Q: 3 clusters Score -4811484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -4811489.500000 Penalty: 5224.421875
	Iteration 53Q: 3 clusters Score -4811490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -4811492.000000 Penalty: 5224.421875
	Iteration 54Q: 3 clusters Score -4811492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -4811489.000000 Penalty: 5224.421875
	Iteration 55Q: 3 clusters Score -4811489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -4811492.000000 Penalty: 5224.421875
	Iteration 56Q: 3 clusters Score -4811492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -4811487.500000 Penalty: 5224.421875
	Iteration 57Q: 3 clusters Score -4811488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -4811489.500000 Penalty: 5224.421875
	Iteration 58Q: 3 clusters Score -4811490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -4811498.000000 Penalty: 5224.421875
	Iteration 59Q: 3 clusters Score -4811498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -4811499.500000 Penalty: 5224.421875
	Iteration 60F: 3 clusters Score -4811500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -4811498.500000 Penalty: 5224.421875
	Iteration 61Q: 3 clusters Score -4811498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -4811509.000000 Penalty: 5224.421875
	Iteration 62Q: 3 clusters Score -4811509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -4811506.000000 Penalty: 5224.421875
	Iteration 63Q: 3 clusters Score -4811506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -4811508.500000 Penalty: 5224.421875
	Iteration 64Q: 3 clusters Score -4811508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -4811516.000000 Penalty: 5224.421875
	Iteration 65Q: 3 clusters Score -4811516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -4811523.500000 Penalty: 5224.421875
	Iteration 66Q: 3 clusters Score -4811524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -4811524.000000 Penalty: 5224.421875
	Iteration 67Q: 3 clusters Score -4811524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -4811526.500000 Penalty: 5224.421875
	Iteration 68Q: 3 clusters Score -4811526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -4811539.000000 Penalty: 5224.421875
	Iteration 69Q: 3 clusters Score -4811539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -4811535.000000 Penalty: 5224.421875
	Iteration 70Q: 3 clusters Score -4811535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -4811552.000000 Penalty: 5224.421875
	Iteration 71Q: 3 clusters Score -4811552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -4811555.000000 Penalty: 5224.421875
	Iteration 72Q: 3 clusters Score -4811555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -4811552.500000 Penalty: 5224.421875
	Iteration 73Q: 3 clusters Score -4811552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -4811552.500000 Penalty: 5224.421875
	Iteration 74Q: 3 clusters Score -4811552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -4811556.000000 Penalty: 5224.421875
	Iteration 75Q: 3 clusters Score -4811556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -4811563.000000 Penalty: 5224.421875
	Iteration 76Q: 3 clusters Score -4811563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -4811565.000000 Penalty: 5224.421875
	Iteration 77Q: 3 clusters Score -4811565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -4811565.000000 Penalty: 5224.421875
	Iteration 78Q: 3 clusters Score -4811565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -4811571.500000 Penalty: 5224.421875
	Iteration 79Q: 3 clusters Score -4811572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -4811564.000000 Penalty: 5224.421875
	Iteration 80F: 3 clusters Score -4811564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -4811574.500000 Penalty: 5224.421875
	Iteration 81Q: 3 clusters Score -4811574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -4811581.500000 Penalty: 5224.421875
	Iteration 82Q: 3 clusters Score -4811582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -4811581.500000 Penalty: 5224.421875
	Iteration 83Q: 3 clusters Score -4811582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -4811587.500000 Penalty: 5224.421875
	Iteration 84Q: 3 clusters Score -4811588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -4811588.500000 Penalty: 5224.421875
	Iteration 85Q: 3 clusters Score -4811588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -4811589.000000 Penalty: 5224.421875
	Iteration 86Q: 3 clusters Score -4811589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -4811601.000000 Penalty: 5224.421875
	Iteration 87Q: 3 clusters Score -4811601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -4811601.500000 Penalty: 5224.421875
	Iteration 88Q: 3 clusters Score -4811602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4811600.500000 Penalty: 5224.421875
	Iteration 89Q: 3 clusters Score -4811600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -4811608.500000 Penalty: 5224.421875
	Iteration 90Q: 3 clusters Score -4811608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -4811609.500000 Penalty: 5224.421875
	Iteration 91Q: 3 clusters Score -4811610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -4811610.500000 Penalty: 5224.421875
	Iteration 92Q: 3 clusters Score -4811610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -4811609.500000 Penalty: 5224.421875
	Iteration 93Q: 3 clusters Score -4811610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -4811609.500000 Penalty: 5224.421875
	Iteration 94F: 3 clusters Score -4811610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Entering Unmasked Estep 
Score: -1987053.625000 Penalty: 2396.552002
	Iteration 0F: 2 clusters Score -1987054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1975687.250000 Penalty: 4793.104004
	Iteration 0F: 3 clusters Score -1975687 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1979363.750000 Penalty: 4793.104004
	Iteration 1F: 3 clusters Score -1979364 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1979750.250000 Penalty: 4793.104004
	Iteration 2F: 3 clusters Score -1979750 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1980206.625000 Penalty: 4793.104004
	Iteration 3F: 3 clusters Score -1980207 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1980778.250000 Penalty: 4793.104004
	Iteration 4F: 3 clusters Score -1980778 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1981498.750000 Penalty: 4793.104004
	Iteration 5F: 3 clusters Score -1981499 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1982317.750000 Penalty: 4793.104004
	Iteration 6F: 3 clusters Score -1982318 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1983122.125000 Penalty: 4793.104004
	Iteration 7F: 3 clusters Score -1983122 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1983817.625000 Penalty: 4793.104004
	Iteration 8Q: 3 clusters Score -1983818 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1984283.375000 Penalty: 4793.104004
	Iteration 9Q: 3 clusters Score -1984283 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1984621.625000 Penalty: 4793.104004
	Iteration 10Q: 3 clusters Score -1984622 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1984859.375000 Penalty: 4793.104004
	Iteration 11Q: 3 clusters Score -1984859 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1984998.500000 Penalty: 4793.104004
	Iteration 12Q: 3 clusters Score -1984998 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1985078.750000 Penalty: 4793.104004
	Iteration 13Q: 3 clusters Score -1985079 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1985117.875000 Penalty: 4793.104004
	Iteration 14Q: 3 clusters Score -1985118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1985145.000000 Penalty: 4793.104004
	Iteration 15Q: 3 clusters Score -1985145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1985168.875000 Penalty: 4793.104004
	Iteration 16Q: 3 clusters Score -1985169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1985188.750000 Penalty: 4793.104004
	Iteration 17Q: 3 clusters Score -1985189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1985199.250000 Penalty: 4793.104004
	Iteration 18Q: 3 clusters Score -1985199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1985204.125000 Penalty: 4793.104004
	Iteration 19Q: 3 clusters Score -1985204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1985212.875000 Penalty: 4793.104004
	Iteration 20F: 3 clusters Score -1985213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1985217.375000 Penalty: 4793.104004
	Iteration 21Q: 3 clusters Score -1985217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1985224.875000 Penalty: 4793.104004
	Iteration 22Q: 3 clusters Score -1985225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1985229.750000 Penalty: 4793.104004
	Iteration 23Q: 3 clusters Score -1985230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1985233.875000 Penalty: 4793.104004
	Iteration 24Q: 3 clusters Score -1985234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1985236.875000 Penalty: 4793.104004
	Iteration 25Q: 3 clusters Score -1985237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1985240.250000 Penalty: 4793.104004
	Iteration 26Q: 3 clusters Score -1985240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1985242.875000 Penalty: 4793.104004
	Iteration 27Q: 3 clusters Score -1985243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1985242.125000 Penalty: 4793.104004
	Iteration 28Q: 3 clusters Score -1985242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1985241.875000 Penalty: 4793.104004
	Iteration 29Q: 3 clusters Score -1985242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1985240.625000 Penalty: 4793.104004
	Iteration 30Q: 3 clusters Score -1985241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1985243.000000 Penalty: 4793.104004
	Iteration 31Q: 3 clusters Score -1985243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1985247.125000 Penalty: 4793.104004
	Iteration 32Q: 3 clusters Score -1985247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1985250.875000 Penalty: 4793.104004
	Iteration 33Q: 3 clusters Score -1985251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1985256.500000 Penalty: 4793.104004
	Iteration 34Q: 3 clusters Score -1985256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1985258.125000 Penalty: 4793.104004
	Iteration 35Q: 3 clusters Score -1985258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1985261.000000 Penalty: 4793.104004
	Iteration 36Q: 3 clusters Score -1985261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1985261.000000 Penalty: 4793.104004
	Iteration 37Q: 3 clusters Score -1985261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1985262.250000 Penalty: 4793.104004
	Iteration 38Q: 3 clusters Score -1985262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1985264.625000 Penalty: 4793.104004
	Iteration 39Q: 3 clusters Score -1985265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1985265.125000 Penalty: 4793.104004
	Iteration 40F: 3 clusters Score -1985265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1985264.625000 Penalty: 4793.104004
	Iteration 41Q: 3 clusters Score -1985265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1985267.000000 Penalty: 4793.104004
	Iteration 42Q: 3 clusters Score -1985267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1985268.250000 Penalty: 4793.104004
	Iteration 43Q: 3 clusters Score -1985268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1985268.875000 Penalty: 4793.104004
	Iteration 44Q: 3 clusters Score -1985269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1985269.875000 Penalty: 4793.104004
	Iteration 45Q: 3 clusters Score -1985270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1985271.250000 Penalty: 4793.104004
	Iteration 46Q: 3 clusters Score -1985271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1985273.000000 Penalty: 4793.104004
	Iteration 47Q: 3 clusters Score -1985273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1985275.250000 Penalty: 4793.104004
	Iteration 48Q: 3 clusters Score -1985275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1985273.125000 Penalty: 4793.104004
	Iteration 49Q: 3 clusters Score -1985273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1985274.500000 Penalty: 4793.104004
	Iteration 50Q: 3 clusters Score -1985274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1985278.125000 Penalty: 4793.104004
	Iteration 51Q: 3 clusters Score -1985278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1985279.000000 Penalty: 4793.104004
	Iteration 52Q: 3 clusters Score -1985279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1985283.375000 Penalty: 4793.104004
	Iteration 53Q: 3 clusters Score -1985283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1985283.750000 Penalty: 4793.104004
	Iteration 54Q: 3 clusters Score -1985284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1985281.875000 Penalty: 4793.104004
	Iteration 55Q: 3 clusters Score -1985282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1985280.875000 Penalty: 4793.104004
	Iteration 56Q: 3 clusters Score -1985281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1985281.125000 Penalty: 4793.104004
	Iteration 57Q: 3 clusters Score -1985281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1985281.125000 Penalty: 4793.104004
	Iteration 58F: 3 clusters Score -1985281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -47057.460938 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -47057.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45581.601562 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -45581.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45893.828125 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -45893.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46073.910156 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -46073.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46260.832031 Penalty: 3050.698975
	Iteration 3F: 3 clusters Score -46260.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46397.125000 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -46397.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46441.218750 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -46441.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46477.746094 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -46477.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46558.281250 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -46558.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46605.121094 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -46605.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46666.757812 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -46666.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46752.835938 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -46752.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46797.812500 Penalty: 3050.698975
	Iteration 11Q: 3 clusters Score -46797.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46832.523438 Penalty: 3050.698975
	Iteration 12Q: 3 clusters Score -46832.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46842.015625 Penalty: 3050.698975
	Iteration 13Q: 3 clusters Score -46842.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46852.906250 Penalty: 3050.698975
	Iteration 14Q: 3 clusters Score -46852.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46872.117188 Penalty: 3050.698975
	Iteration 15Q: 3 clusters Score -46872.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46885.785156 Penalty: 3050.698975
	Iteration 16Q: 3 clusters Score -46885.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46885.785156 Penalty: 3050.698975
	Iteration 17F: 3 clusters Score -46885.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (152290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152290 members 
Entering Unmasked Estep 
Score: -19422548.000000 Penalty: 2959.518555
	Iteration 0F: 2 clusters Score -1.942255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76381 members 
Mstep: Class 2 contains 75909 members 
Entering Unmasked Estep 
Score: -19321644.000000 Penalty: 5919.037109
	Iteration 0F: 3 clusters Score -1.932164e+07 nChanged 72787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82814 members 
Mstep: Class 2 contains 69476 members 
Entering Unmasked Estep 
Score: -19364662.000000 Penalty: 5919.037109
	Iteration 1F: 3 clusters Score -1.936466e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86965 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -19367024.000000 Penalty: 5919.037109
	Iteration 2Q: 3 clusters Score -1.936702e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93128 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -19371034.000000 Penalty: 5919.037109
	Iteration 3F: 3 clusters Score -1.937103e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101745 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -19377614.000000 Penalty: 5919.037109
	Iteration 4F: 3 clusters Score -1.937761e+07 nChanged 12442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112573 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -19387702.000000 Penalty: 5919.037109
	Iteration 5F: 3 clusters Score -1.93877e+07 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123945 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -19399076.000000 Penalty: 5919.037109
	Iteration 6F: 3 clusters Score -1.939908e+07 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133421 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -19408746.000000 Penalty: 5919.037109
	Iteration 7F: 3 clusters Score -1.940875e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139457 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -19414784.000000 Penalty: 5919.037109
	Iteration 8Q: 3 clusters Score -1.941478e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142618 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -19418256.000000 Penalty: 5919.037109
	Iteration 9Q: 3 clusters Score -1.941826e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144131 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -19419948.000000 Penalty: 5919.037109
	Iteration 10Q: 3 clusters Score -1.941995e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145024 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -19420606.000000 Penalty: 5919.037109
	Iteration 11Q: 3 clusters Score -1.942061e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145688 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -19420908.000000 Penalty: 5919.037109
	Iteration 12Q: 3 clusters Score -1.942091e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146295 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -19421086.000000 Penalty: 5919.037109
	Iteration 13Q: 3 clusters Score -1.942109e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146816 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -19421158.000000 Penalty: 5919.037109
	Iteration 14Q: 3 clusters Score -1.942116e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147262 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -19421244.000000 Penalty: 5919.037109
	Iteration 15Q: 3 clusters Score -1.942124e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147670 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -19421278.000000 Penalty: 5919.037109
	Iteration 16Q: 3 clusters Score -1.942128e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148022 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -19421312.000000 Penalty: 5919.037109
	Iteration 17Q: 3 clusters Score -1.942131e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148306 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -19421306.000000 Penalty: 5919.037109
	Iteration 18Q: 3 clusters Score -1.942131e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148533 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -19421306.000000 Penalty: 5919.037109
	Iteration 19Q: 3 clusters Score -1.942131e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148738 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -19421338.000000 Penalty: 5919.037109
	Iteration 20F: 3 clusters Score -1.942134e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148933 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -19421278.000000 Penalty: 5919.037109
	Iteration 21Q: 3 clusters Score -1.942128e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149120 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -19421276.000000 Penalty: 5919.037109
	Iteration 22Q: 3 clusters Score -1.942128e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149293 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -19421264.000000 Penalty: 5919.037109
	Iteration 23Q: 3 clusters Score -1.942126e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149452 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -19421238.000000 Penalty: 5919.037109
	Iteration 24Q: 3 clusters Score -1.942124e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149583 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -19421222.000000 Penalty: 5919.037109
	Iteration 25Q: 3 clusters Score -1.942122e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149705 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -19421246.000000 Penalty: 5919.037109
	Iteration 26Q: 3 clusters Score -1.942125e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149792 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -19421244.000000 Penalty: 5919.037109
	Iteration 27Q: 3 clusters Score -1.942124e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149865 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -19421208.000000 Penalty: 5919.037109
	Iteration 28Q: 3 clusters Score -1.942121e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149939 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -19421200.000000 Penalty: 5919.037109
	Iteration 29Q: 3 clusters Score -1.94212e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149999 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -19421204.000000 Penalty: 5919.037109
	Iteration 30Q: 3 clusters Score -1.94212e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150042 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -19421176.000000 Penalty: 5919.037109
	Iteration 31Q: 3 clusters Score -1.942118e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -19421142.000000 Penalty: 5919.037109
	Iteration 32Q: 3 clusters Score -1.942114e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150118 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -19421146.000000 Penalty: 5919.037109
	Iteration 33Q: 3 clusters Score -1.942115e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150149 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -19421146.000000 Penalty: 5919.037109
	Iteration 34Q: 3 clusters Score -1.942115e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150179 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -19421168.000000 Penalty: 5919.037109
	Iteration 35Q: 3 clusters Score -1.942117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150196 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -19421170.000000 Penalty: 5919.037109
	Iteration 36Q: 3 clusters Score -1.942117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150206 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -19421158.000000 Penalty: 5919.037109
	Iteration 37Q: 3 clusters Score -1.942116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150219 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -19421136.000000 Penalty: 5919.037109
	Iteration 38Q: 3 clusters Score -1.942114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150230 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -19421126.000000 Penalty: 5919.037109
	Iteration 39Q: 3 clusters Score -1.942113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150244 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -19421114.000000 Penalty: 5919.037109
	Iteration 40F: 3 clusters Score -1.942111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150260 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -19421106.000000 Penalty: 5919.037109
	Iteration 41Q: 3 clusters Score -1.942111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150277 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -19421116.000000 Penalty: 5919.037109
	Iteration 42Q: 3 clusters Score -1.942112e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150296 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -19421120.000000 Penalty: 5919.037109
	Iteration 43Q: 3 clusters Score -1.942112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150316 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -19421094.000000 Penalty: 5919.037109
	Iteration 44Q: 3 clusters Score -1.942109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150329 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -19421096.000000 Penalty: 5919.037109
	Iteration 45Q: 3 clusters Score -1.94211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150340 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -19421106.000000 Penalty: 5919.037109
	Iteration 46Q: 3 clusters Score -1.942111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150344 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -19421114.000000 Penalty: 5919.037109
	Iteration 47Q: 3 clusters Score -1.942111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150347 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -19421106.000000 Penalty: 5919.037109
	Iteration 48Q: 3 clusters Score -1.942111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150353 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -19421092.000000 Penalty: 5919.037109
	Iteration 49Q: 3 clusters Score -1.942109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150357 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -19421090.000000 Penalty: 5919.037109
	Iteration 50Q: 3 clusters Score -1.942109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150360 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -19421084.000000 Penalty: 5919.037109
	Iteration 51Q: 3 clusters Score -1.942108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150363 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -19421086.000000 Penalty: 5919.037109
	Iteration 52Q: 3 clusters Score -1.942109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150367 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -19421082.000000 Penalty: 5919.037109
	Iteration 53Q: 3 clusters Score -1.942108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150371 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -19421068.000000 Penalty: 5919.037109
	Iteration 54Q: 3 clusters Score -1.942107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150378 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -19421068.000000 Penalty: 5919.037109
	Iteration 55Q: 3 clusters Score -1.942107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150386 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -19421058.000000 Penalty: 5919.037109
	Iteration 56Q: 3 clusters Score -1.942106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150391 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -19421066.000000 Penalty: 5919.037109
	Iteration 57Q: 3 clusters Score -1.942107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150398 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -19421072.000000 Penalty: 5919.037109
	Iteration 58Q: 3 clusters Score -1.942107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150408 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -19421078.000000 Penalty: 5919.037109
	Iteration 59Q: 3 clusters Score -1.942108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150413 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -19421080.000000 Penalty: 5919.037109
	Iteration 60F: 3 clusters Score -1.942108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150417 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -19421084.000000 Penalty: 5919.037109
	Iteration 61Q: 3 clusters Score -1.942108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150421 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -19421086.000000 Penalty: 5919.037109
	Iteration 62Q: 3 clusters Score -1.942109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150426 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -19421082.000000 Penalty: 5919.037109
	Iteration 63Q: 3 clusters Score -1.942108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150429 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -19421092.000000 Penalty: 5919.037109
	Iteration 64Q: 3 clusters Score -1.942109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150431 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -19421084.000000 Penalty: 5919.037109
	Iteration 65Q: 3 clusters Score -1.942108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150434 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -19421082.000000 Penalty: 5919.037109
	Iteration 66Q: 3 clusters Score -1.942108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150435 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -19421080.000000 Penalty: 5919.037109
	Iteration 67Q: 3 clusters Score -1.942108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150436 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -19421084.000000 Penalty: 5919.037109
	Iteration 68Q: 3 clusters Score -1.942108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150437 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -19421084.000000 Penalty: 5919.037109
	Iteration 69Q: 3 clusters Score -1.942108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150437 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -19421084.000000 Penalty: 5919.037109
	Iteration 70F: 3 clusters Score -1.942108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (90202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90202 members 
Entering Unmasked Estep 
Score: -11634454.000000 Penalty: 2829.632080
	Iteration 0F: 2 clusters Score -1.163445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -11574725.000000 Penalty: 5659.264160
	Iteration 0F: 3 clusters Score -1.157472e+07 nChanged 42580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -11598994.000000 Penalty: 5659.264160
	Iteration 1F: 3 clusters Score -1.159899e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -11600158.000000 Penalty: 5659.264160
	Iteration 2Q: 3 clusters Score -1.160016e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -11602089.000000 Penalty: 5659.264160
	Iteration 3Q: 3 clusters Score -1.160209e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -11604519.000000 Penalty: 5659.264160
	Iteration 4Q: 3 clusters Score -1.160452e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -11607447.000000 Penalty: 5659.264160
	Iteration 5F: 3 clusters Score -1.160745e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -11610940.000000 Penalty: 5659.264160
	Iteration 6F: 3 clusters Score -1.161094e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -11614537.000000 Penalty: 5659.264160
	Iteration 7F: 3 clusters Score -1.161454e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -11618182.000000 Penalty: 5659.264160
	Iteration 8F: 3 clusters Score -1.161818e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -11621241.000000 Penalty: 5659.264160
	Iteration 9F: 3 clusters Score -1.162124e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -11623333.000000 Penalty: 5659.264160
	Iteration 10Q: 3 clusters Score -1.162333e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -11624322.000000 Penalty: 5659.264160
	Iteration 11Q: 3 clusters Score -1.162432e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -11624853.000000 Penalty: 5659.264160
	Iteration 12Q: 3 clusters Score -1.162485e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -11625322.000000 Penalty: 5659.264160
	Iteration 13Q: 3 clusters Score -1.162532e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -11625760.000000 Penalty: 5659.264160
	Iteration 14Q: 3 clusters Score -1.162576e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -11626170.000000 Penalty: 5659.264160
	Iteration 15Q: 3 clusters Score -1.162617e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -11626500.000000 Penalty: 5659.264160
	Iteration 16Q: 3 clusters Score -1.16265e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -11626758.000000 Penalty: 5659.264160
	Iteration 17Q: 3 clusters Score -1.162676e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -11626965.000000 Penalty: 5659.264160
	Iteration 18Q: 3 clusters Score -1.162696e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -11627171.000000 Penalty: 5659.264160
	Iteration 19Q: 3 clusters Score -1.162717e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -11627365.000000 Penalty: 5659.264160
	Iteration 20F: 3 clusters Score -1.162736e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -11627478.000000 Penalty: 5659.264160
	Iteration 21Q: 3 clusters Score -1.162748e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -11627640.000000 Penalty: 5659.264160
	Iteration 22Q: 3 clusters Score -1.162764e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -11627739.000000 Penalty: 5659.264160
	Iteration 23Q: 3 clusters Score -1.162774e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -11627843.000000 Penalty: 5659.264160
	Iteration 24Q: 3 clusters Score -1.162784e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -11627977.000000 Penalty: 5659.264160
	Iteration 25Q: 3 clusters Score -1.162798e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -11628121.000000 Penalty: 5659.264160
	Iteration 26Q: 3 clusters Score -1.162812e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -11628183.000000 Penalty: 5659.264160
	Iteration 27Q: 3 clusters Score -1.162818e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -11628300.000000 Penalty: 5659.264160
	Iteration 28Q: 3 clusters Score -1.16283e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -11628393.000000 Penalty: 5659.264160
	Iteration 29Q: 3 clusters Score -1.162839e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -11628561.000000 Penalty: 5659.264160
	Iteration 30Q: 3 clusters Score -1.162856e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -11628673.000000 Penalty: 5659.264160
	Iteration 31Q: 3 clusters Score -1.162867e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -11628739.000000 Penalty: 5659.264160
	Iteration 32Q: 3 clusters Score -1.162874e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -11628885.000000 Penalty: 5659.264160
	Iteration 33Q: 3 clusters Score -1.162888e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -11628983.000000 Penalty: 5659.264160
	Iteration 34Q: 3 clusters Score -1.162898e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66062 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -11629140.000000 Penalty: 5659.264160
	Iteration 35Q: 3 clusters Score -1.162914e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -11629389.000000 Penalty: 5659.264160
	Iteration 36Q: 3 clusters Score -1.162939e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67580 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -11629580.000000 Penalty: 5659.264160
	Iteration 37Q: 3 clusters Score -1.162958e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68375 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -11629735.000000 Penalty: 5659.264160
	Iteration 38Q: 3 clusters Score -1.162974e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -11629874.000000 Penalty: 5659.264160
	Iteration 39Q: 3 clusters Score -1.162987e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -11630005.000000 Penalty: 5659.264160
	Iteration 40F: 3 clusters Score -1.163e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70584 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -11630116.000000 Penalty: 5659.264160
	Iteration 41Q: 3 clusters Score -1.163012e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71300 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -11630232.000000 Penalty: 5659.264160
	Iteration 42Q: 3 clusters Score -1.163023e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -11630415.000000 Penalty: 5659.264160
	Iteration 43Q: 3 clusters Score -1.163042e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72819 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -11630583.000000 Penalty: 5659.264160
	Iteration 44Q: 3 clusters Score -1.163058e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -11630807.000000 Penalty: 5659.264160
	Iteration 45Q: 3 clusters Score -1.163081e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -11631023.000000 Penalty: 5659.264160
	Iteration 46Q: 3 clusters Score -1.163102e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75060 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -11631211.000000 Penalty: 5659.264160
	Iteration 47Q: 3 clusters Score -1.163121e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -11631317.000000 Penalty: 5659.264160
	Iteration 48Q: 3 clusters Score -1.163132e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76512 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -11631547.000000 Penalty: 5659.264160
	Iteration 49Q: 3 clusters Score -1.163155e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -11631687.000000 Penalty: 5659.264160
	Iteration 50Q: 3 clusters Score -1.163169e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77983 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -11631792.000000 Penalty: 5659.264160
	Iteration 51Q: 3 clusters Score -1.163179e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -11631939.000000 Penalty: 5659.264160
	Iteration 52Q: 3 clusters Score -1.163194e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -11632120.000000 Penalty: 5659.264160
	Iteration 53Q: 3 clusters Score -1.163212e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79925 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -11632249.000000 Penalty: 5659.264160
	Iteration 54Q: 3 clusters Score -1.163225e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -11632433.000000 Penalty: 5659.264160
	Iteration 55Q: 3 clusters Score -1.163243e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -11632570.000000 Penalty: 5659.264160
	Iteration 56Q: 3 clusters Score -1.163257e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81613 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -11632700.000000 Penalty: 5659.264160
	Iteration 57Q: 3 clusters Score -1.16327e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -11632782.000000 Penalty: 5659.264160
	Iteration 58Q: 3 clusters Score -1.163278e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82508 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -11632828.000000 Penalty: 5659.264160
	Iteration 59Q: 3 clusters Score -1.163283e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82897 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -11632893.000000 Penalty: 5659.264160
	Iteration 60F: 3 clusters Score -1.163289e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83267 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -11632937.000000 Penalty: 5659.264160
	Iteration 61Q: 3 clusters Score -1.163294e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83620 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -11633020.000000 Penalty: 5659.264160
	Iteration 62Q: 3 clusters Score -1.163302e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -11633062.000000 Penalty: 5659.264160
	Iteration 63Q: 3 clusters Score -1.163306e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84241 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -11633098.000000 Penalty: 5659.264160
	Iteration 64Q: 3 clusters Score -1.16331e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84525 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -11633145.000000 Penalty: 5659.264160
	Iteration 65Q: 3 clusters Score -1.163314e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -11633188.000000 Penalty: 5659.264160
	Iteration 66Q: 3 clusters Score -1.163319e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -11633218.000000 Penalty: 5659.264160
	Iteration 67Q: 3 clusters Score -1.163322e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85210 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -11633221.000000 Penalty: 5659.264160
	Iteration 68Q: 3 clusters Score -1.163322e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85373 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -11633222.000000 Penalty: 5659.264160
	Iteration 69Q: 3 clusters Score -1.163322e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85514 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -11633226.000000 Penalty: 5659.264160
	Iteration 70Q: 3 clusters Score -1.163323e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -11633268.000000 Penalty: 5659.264160
	Iteration 71Q: 3 clusters Score -1.163327e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85774 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -11633288.000000 Penalty: 5659.264160
	Iteration 72Q: 3 clusters Score -1.163329e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85880 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -11633293.000000 Penalty: 5659.264160
	Iteration 73Q: 3 clusters Score -1.163329e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85981 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -11633301.000000 Penalty: 5659.264160
	Iteration 74Q: 3 clusters Score -1.16333e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86079 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -11633332.000000 Penalty: 5659.264160
	Iteration 75Q: 3 clusters Score -1.163333e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -11633341.000000 Penalty: 5659.264160
	Iteration 76Q: 3 clusters Score -1.163334e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86221 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -11633347.000000 Penalty: 5659.264160
	Iteration 77Q: 3 clusters Score -1.163335e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86278 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -11633342.000000 Penalty: 5659.264160
	Iteration 78Q: 3 clusters Score -1.163334e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86329 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -11633348.000000 Penalty: 5659.264160
	Iteration 79Q: 3 clusters Score -1.163335e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -11633355.000000 Penalty: 5659.264160
	Iteration 80F: 3 clusters Score -1.163336e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86437 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -11633365.000000 Penalty: 5659.264160
	Iteration 81Q: 3 clusters Score -1.163336e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86480 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -11633389.000000 Penalty: 5659.264160
	Iteration 82Q: 3 clusters Score -1.163339e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86524 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -11633370.000000 Penalty: 5659.264160
	Iteration 83Q: 3 clusters Score -1.163337e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86559 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -11633373.000000 Penalty: 5659.264160
	Iteration 84Q: 3 clusters Score -1.163337e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86596 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -11633358.000000 Penalty: 5659.264160
	Iteration 85Q: 3 clusters Score -1.163336e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86629 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -11633353.000000 Penalty: 5659.264160
	Iteration 86Q: 3 clusters Score -1.163335e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86654 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -11633354.000000 Penalty: 5659.264160
	Iteration 87Q: 3 clusters Score -1.163335e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86677 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -11633350.000000 Penalty: 5659.264160
	Iteration 88Q: 3 clusters Score -1.163335e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -11633339.000000 Penalty: 5659.264160
	Iteration 89Q: 3 clusters Score -1.163334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86721 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -11633354.000000 Penalty: 5659.264160
	Iteration 90Q: 3 clusters Score -1.163335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86738 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -11633355.000000 Penalty: 5659.264160
	Iteration 91Q: 3 clusters Score -1.163336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86747 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -11633360.000000 Penalty: 5659.264160
	Iteration 92Q: 3 clusters Score -1.163336e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -11633338.000000 Penalty: 5659.264160
	Iteration 93Q: 3 clusters Score -1.163334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -11633331.000000 Penalty: 5659.264160
	Iteration 94Q: 3 clusters Score -1.163333e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86795 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -11633343.000000 Penalty: 5659.264160
	Iteration 95Q: 3 clusters Score -1.163334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86808 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -11633341.000000 Penalty: 5659.264160
	Iteration 96Q: 3 clusters Score -1.163334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86820 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -11633351.000000 Penalty: 5659.264160
	Iteration 97Q: 3 clusters Score -1.163335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86835 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -11633356.000000 Penalty: 5659.264160
	Iteration 98Q: 3 clusters Score -1.163336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86849 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -11633347.000000 Penalty: 5659.264160
	Iteration 99Q: 3 clusters Score -1.163335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86860 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -11633346.000000 Penalty: 5659.264160
	Iteration 100F: 3 clusters Score -1.163335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -11633346.000000 Penalty: 5659.264160
	Iteration 101Q: 3 clusters Score -1.163335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86880 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -11633357.000000 Penalty: 5659.264160
	Iteration 102Q: 3 clusters Score -1.163336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86887 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -11633348.000000 Penalty: 5659.264160
	Iteration 103Q: 3 clusters Score -1.163335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -11633344.000000 Penalty: 5659.264160
	Iteration 104Q: 3 clusters Score -1.163334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86898 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -11633343.000000 Penalty: 5659.264160
	Iteration 105Q: 3 clusters Score -1.163334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -11633351.000000 Penalty: 5659.264160
	Iteration 106Q: 3 clusters Score -1.163335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86904 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -11633348.000000 Penalty: 5659.264160
	Iteration 107Q: 3 clusters Score -1.163335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86910 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -11633356.000000 Penalty: 5659.264160
	Iteration 108Q: 3 clusters Score -1.163336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86918 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -11633351.000000 Penalty: 5659.264160
	Iteration 109Q: 3 clusters Score -1.163335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86930 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -11633344.000000 Penalty: 5659.264160
	Iteration 110Q: 3 clusters Score -1.163334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86942 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -11633336.000000 Penalty: 5659.264160
	Iteration 111Q: 3 clusters Score -1.163334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -11633340.000000 Penalty: 5659.264160
	Iteration 112Q: 3 clusters Score -1.163334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86969 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -11633345.000000 Penalty: 5659.264160
	Iteration 113Q: 3 clusters Score -1.163334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86983 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -11633346.000000 Penalty: 5659.264160
	Iteration 114Q: 3 clusters Score -1.163335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86995 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -11633342.000000 Penalty: 5659.264160
	Iteration 115Q: 3 clusters Score -1.163334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87002 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -11633345.000000 Penalty: 5659.264160
	Iteration 116Q: 3 clusters Score -1.163334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -11633343.000000 Penalty: 5659.264160
	Iteration 117Q: 3 clusters Score -1.163334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87015 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -11633348.000000 Penalty: 5659.264160
	Iteration 118Q: 3 clusters Score -1.163335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87020 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -11633354.000000 Penalty: 5659.264160
	Iteration 119Q: 3 clusters Score -1.163335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87023 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -11633341.000000 Penalty: 5659.264160
	Iteration 120F: 3 clusters Score -1.163334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -11633342.000000 Penalty: 5659.264160
	Iteration 121Q: 3 clusters Score -1.163334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87027 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -11633338.000000 Penalty: 5659.264160
	Iteration 122Q: 3 clusters Score -1.163334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87029 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -11633342.000000 Penalty: 5659.264160
	Iteration 123Q: 3 clusters Score -1.163334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -11633356.000000 Penalty: 5659.264160
	Iteration 124Q: 3 clusters Score -1.163336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87039 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -11633358.000000 Penalty: 5659.264160
	Iteration 125Q: 3 clusters Score -1.163336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87043 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -11633356.000000 Penalty: 5659.264160
	Iteration 126Q: 3 clusters Score -1.163336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -11633361.000000 Penalty: 5659.264160
	Iteration 127Q: 3 clusters Score -1.163336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87047 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -11633372.000000 Penalty: 5659.264160
	Iteration 128Q: 3 clusters Score -1.163337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -11633370.000000 Penalty: 5659.264160
	Iteration 129Q: 3 clusters Score -1.163337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -11633370.000000 Penalty: 5659.264160
	Iteration 130F: 3 clusters Score -1.163337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -62607.539062 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -62607.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61022.898438 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -61022.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61653.375000 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -61653.38 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62218.722656 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -62218.72 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62712.824219 Penalty: 3215.621338
	Iteration 3F: 3 clusters Score -62712.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -63142.792969 Penalty: 3215.621338
	Iteration 4F: 3 clusters Score -63142.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -63369.933594 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -63369.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -63409.785156 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -63409.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -63502.656250 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -63502.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63608.367188 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -63608.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63616.546875 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -63616.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63616.546875 Penalty: 3215.621338
	Iteration 10F: 3 clusters Score -63616.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 58467 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 37538 members 
Mstep: Class 5 contains 15733 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152290 members 
Mstep: Class 8 contains 90202 members 
Mstep: Class 9 contains 258 members 
Mstep: Class 10 contains 123746 members 
Mstep: Class 11 contains 9442 members 
Mstep: Class 12 contains 150339 members 
Mstep: Class 13 contains 6107 members 
Mstep: Class 14 contains 175355 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 62790 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 78590 members 
Mstep: Class 19 contains 9069 members 
Mstep: Class 20 contains 140055 members 
Mstep: Class 21 contains 148160 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 396 members 
Entering Unmasked Estep 
Score: -161296832.000000 Penalty: 83749.968750
Splitting cluster 9 changes total score from -161297760.000000 to -161296832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (123746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123746 members 
Entering Unmasked Estep 
Score: -15819399.000000 Penalty: 2908.044678
	Iteration 0F: 2 clusters Score -1.58194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -15738192.000000 Penalty: 5816.089355
	Iteration 0F: 3 clusters Score -1.573819e+07 nChanged 58748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -15772083.000000 Penalty: 5816.089355
	Iteration 1F: 3 clusters Score -1.577208e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68075 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -15773375.000000 Penalty: 5816.089355
	Iteration 2Q: 3 clusters Score -1.577338e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71839 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -15775250.000000 Penalty: 5816.089355
	Iteration 3Q: 3 clusters Score -1.577525e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77479 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -15778549.000000 Penalty: 5816.089355
	Iteration 4F: 3 clusters Score -1.577855e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85454 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -15784092.000000 Penalty: 5816.089355
	Iteration 5F: 3 clusters Score -1.578409e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95566 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -15792815.000000 Penalty: 5816.089355
	Iteration 6F: 3 clusters Score -1.579282e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105861 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -15802772.000000 Penalty: 5816.089355
	Iteration 7F: 3 clusters Score -1.580277e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113572 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -15810264.000000 Penalty: 5816.089355
	Iteration 8F: 3 clusters Score -1.581026e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117816 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -15814392.000000 Penalty: 5816.089355
	Iteration 9Q: 3 clusters Score -1.581439e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119826 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -15816151.000000 Penalty: 5816.089355
	Iteration 10Q: 3 clusters Score -1.581615e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120795 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -15816885.000000 Penalty: 5816.089355
	Iteration 11Q: 3 clusters Score -1.581688e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121329 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -15817344.000000 Penalty: 5816.089355
	Iteration 12Q: 3 clusters Score -1.581734e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121588 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -15817521.000000 Penalty: 5816.089355
	Iteration 13Q: 3 clusters Score -1.581752e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121775 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -15817668.000000 Penalty: 5816.089355
	Iteration 14Q: 3 clusters Score -1.581767e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121898 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -15817731.000000 Penalty: 5816.089355
	Iteration 15Q: 3 clusters Score -1.581773e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121977 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -15817755.000000 Penalty: 5816.089355
	Iteration 16Q: 3 clusters Score -1.581776e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122028 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -15817774.000000 Penalty: 5816.089355
	Iteration 17Q: 3 clusters Score -1.581777e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122051 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -15817777.000000 Penalty: 5816.089355
	Iteration 18Q: 3 clusters Score -1.581778e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122071 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -15817796.000000 Penalty: 5816.089355
	Iteration 19Q: 3 clusters Score -1.58178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122083 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -15817789.000000 Penalty: 5816.089355
	Iteration 20F: 3 clusters Score -1.581779e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122094 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -15817791.000000 Penalty: 5816.089355
	Iteration 21Q: 3 clusters Score -1.581779e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122105 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -15817794.000000 Penalty: 5816.089355
	Iteration 22Q: 3 clusters Score -1.581779e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122120 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -15817804.000000 Penalty: 5816.089355
	Iteration 23Q: 3 clusters Score -1.58178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122132 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -15817793.000000 Penalty: 5816.089355
	Iteration 24Q: 3 clusters Score -1.581779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122138 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -15817794.000000 Penalty: 5816.089355
	Iteration 25Q: 3 clusters Score -1.581779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122139 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -15817802.000000 Penalty: 5816.089355
	Iteration 26Q: 3 clusters Score -1.58178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122143 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -15817812.000000 Penalty: 5816.089355
	Iteration 27Q: 3 clusters Score -1.581781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122150 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -15817807.000000 Penalty: 5816.089355
	Iteration 28Q: 3 clusters Score -1.581781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122153 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -15817820.000000 Penalty: 5816.089355
	Iteration 29Q: 3 clusters Score -1.581782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122156 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -15817824.000000 Penalty: 5816.089355
	Iteration 30Q: 3 clusters Score -1.581782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122158 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -15817822.000000 Penalty: 5816.089355
	Iteration 31Q: 3 clusters Score -1.581782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122160 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -15817820.000000 Penalty: 5816.089355
	Iteration 32Q: 3 clusters Score -1.581782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122160 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -15817820.000000 Penalty: 5816.089355
	Iteration 33F: 3 clusters Score -1.581782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Entering Unmasked Estep 
Score: -1143597.250000 Penalty: 2269.925049
	Iteration 0F: 2 clusters Score -1143597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1136320.000000 Penalty: 4539.850098
	Iteration 0F: 3 clusters Score -1136320 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1138384.125000 Penalty: 4539.850098
	Iteration 1F: 3 clusters Score -1138384 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1138783.500000 Penalty: 4539.850098
	Iteration 2F: 3 clusters Score -1138784 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1139162.375000 Penalty: 4539.850098
	Iteration 3F: 3 clusters Score -1139162 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1139553.125000 Penalty: 4539.850098
	Iteration 4F: 3 clusters Score -1139553 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1140015.500000 Penalty: 4539.850098
	Iteration 5F: 3 clusters Score -1140016 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1140506.125000 Penalty: 4539.850098
	Iteration 6F: 3 clusters Score -1140506 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1140996.750000 Penalty: 4539.850098
	Iteration 7F: 3 clusters Score -1140997 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1141495.125000 Penalty: 4539.850098
	Iteration 8F: 3 clusters Score -1141495 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1141896.000000 Penalty: 4539.850098
	Iteration 9F: 3 clusters Score -1141896 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1142158.000000 Penalty: 4539.850098
	Iteration 10Q: 3 clusters Score -1142158 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1142287.500000 Penalty: 4539.850098
	Iteration 11Q: 3 clusters Score -1142288 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1142363.500000 Penalty: 4539.850098
	Iteration 12Q: 3 clusters Score -1142364 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1142400.125000 Penalty: 4539.850098
	Iteration 13Q: 3 clusters Score -1142400 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1142428.875000 Penalty: 4539.850098
	Iteration 14Q: 3 clusters Score -1142429 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1142444.625000 Penalty: 4539.850098
	Iteration 15Q: 3 clusters Score -1142445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1142462.375000 Penalty: 4539.850098
	Iteration 16Q: 3 clusters Score -1142462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1142477.250000 Penalty: 4539.850098
	Iteration 17Q: 3 clusters Score -1142477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1142492.500000 Penalty: 4539.850098
	Iteration 18Q: 3 clusters Score -1142492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1142523.250000 Penalty: 4539.850098
	Iteration 19Q: 3 clusters Score -1142523 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1142553.125000 Penalty: 4539.850098
	Iteration 20F: 3 clusters Score -1142553 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1142588.750000 Penalty: 4539.850098
	Iteration 21Q: 3 clusters Score -1142589 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1142618.375000 Penalty: 4539.850098
	Iteration 22Q: 3 clusters Score -1142618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1142652.625000 Penalty: 4539.850098
	Iteration 23Q: 3 clusters Score -1142653 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1142687.000000 Penalty: 4539.850098
	Iteration 24Q: 3 clusters Score -1142687 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1142724.750000 Penalty: 4539.850098
	Iteration 25Q: 3 clusters Score -1142725 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1142763.500000 Penalty: 4539.850098
	Iteration 26Q: 3 clusters Score -1142764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1142804.250000 Penalty: 4539.850098
	Iteration 27Q: 3 clusters Score -1142804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1142842.375000 Penalty: 4539.850098
	Iteration 28Q: 3 clusters Score -1142842 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1142885.000000 Penalty: 4539.850098
	Iteration 29Q: 3 clusters Score -1142885 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1142921.375000 Penalty: 4539.850098
	Iteration 30Q: 3 clusters Score -1142921 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1142948.500000 Penalty: 4539.850098
	Iteration 31Q: 3 clusters Score -1142948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1142975.500000 Penalty: 4539.850098
	Iteration 32Q: 3 clusters Score -1142976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1142992.000000 Penalty: 4539.850098
	Iteration 33Q: 3 clusters Score -1142992 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1143004.750000 Penalty: 4539.850098
	Iteration 34Q: 3 clusters Score -1143005 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1143017.000000 Penalty: 4539.850098
	Iteration 35Q: 3 clusters Score -1143017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1143029.625000 Penalty: 4539.850098
	Iteration 36Q: 3 clusters Score -1143030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1143035.750000 Penalty: 4539.850098
	Iteration 37Q: 3 clusters Score -1143036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1143040.250000 Penalty: 4539.850098
	Iteration 38Q: 3 clusters Score -1143040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1143044.125000 Penalty: 4539.850098
	Iteration 39Q: 3 clusters Score -1143044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1143050.250000 Penalty: 4539.850098
	Iteration 40F: 3 clusters Score -1143050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1143054.750000 Penalty: 4539.850098
	Iteration 41Q: 3 clusters Score -1143055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1143058.000000 Penalty: 4539.850098
	Iteration 42Q: 3 clusters Score -1143058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1143059.000000 Penalty: 4539.850098
	Iteration 43Q: 3 clusters Score -1143059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1143060.750000 Penalty: 4539.850098
	Iteration 44Q: 3 clusters Score -1143061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1143063.500000 Penalty: 4539.850098
	Iteration 45Q: 3 clusters Score -1143064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1143066.750000 Penalty: 4539.850098
	Iteration 46Q: 3 clusters Score -1143067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1143070.375000 Penalty: 4539.850098
	Iteration 47Q: 3 clusters Score -1143070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1143074.375000 Penalty: 4539.850098
	Iteration 48Q: 3 clusters Score -1143074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1143074.125000 Penalty: 4539.850098
	Iteration 49Q: 3 clusters Score -1143074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1143079.625000 Penalty: 4539.850098
	Iteration 50Q: 3 clusters Score -1143080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1143082.125000 Penalty: 4539.850098
	Iteration 51Q: 3 clusters Score -1143082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1143084.625000 Penalty: 4539.850098
	Iteration 52Q: 3 clusters Score -1143085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1143087.125000 Penalty: 4539.850098
	Iteration 53Q: 3 clusters Score -1143087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1143088.875000 Penalty: 4539.850098
	Iteration 54Q: 3 clusters Score -1143089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1143090.250000 Penalty: 4539.850098
	Iteration 55Q: 3 clusters Score -1143090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1143091.125000 Penalty: 4539.850098
	Iteration 56Q: 3 clusters Score -1143091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1143092.875000 Penalty: 4539.850098
	Iteration 57Q: 3 clusters Score -1143093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1143093.125000 Penalty: 4539.850098
	Iteration 58Q: 3 clusters Score -1143093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1143092.250000 Penalty: 4539.850098
	Iteration 59Q: 3 clusters Score -1143092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1143092.250000 Penalty: 4539.850098
	Iteration 60F: 3 clusters Score -1143092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (150339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150339 members 
Entering Unmasked Estep 
Score: -19237930.000000 Penalty: 2956.320557
	Iteration 0F: 2 clusters Score -1.923793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -19141140.000000 Penalty: 5912.641113
	Iteration 0F: 3 clusters Score -1.914114e+07 nChanged 71741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67719 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -19184298.000000 Penalty: 5912.641113
	Iteration 1F: 3 clusters Score -1.91843e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 87174 members 
Entering Unmasked Estep 
Score: -19187046.000000 Penalty: 5912.641113
	Iteration 2Q: 3 clusters Score -1.918705e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -19191544.000000 Penalty: 5912.641113
	Iteration 3F: 3 clusters Score -1.919154e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 102481 members 
Entering Unmasked Estep 
Score: -19198920.000000 Penalty: 5912.641113
	Iteration 4F: 3 clusters Score -1.919892e+07 nChanged 11916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 112691 members 
Entering Unmasked Estep 
Score: -19208236.000000 Penalty: 5912.641113
	Iteration 5F: 3 clusters Score -1.920824e+07 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 122486 members 
Entering Unmasked Estep 
Score: -19218100.000000 Penalty: 5912.641113
	Iteration 6F: 3 clusters Score -1.92181e+07 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 129915 members 
Entering Unmasked Estep 
Score: -19225678.000000 Penalty: 5912.641113
	Iteration 7F: 3 clusters Score -1.922568e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 134363 members 
Entering Unmasked Estep 
Score: -19230274.000000 Penalty: 5912.641113
	Iteration 8Q: 3 clusters Score -1.923027e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 136945 members 
Entering Unmasked Estep 
Score: -19232668.000000 Penalty: 5912.641113
	Iteration 9Q: 3 clusters Score -1.923267e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 138678 members 
Entering Unmasked Estep 
Score: -19233860.000000 Penalty: 5912.641113
	Iteration 10Q: 3 clusters Score -1.923386e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 140051 members 
Entering Unmasked Estep 
Score: -19234576.000000 Penalty: 5912.641113
	Iteration 11Q: 3 clusters Score -1.923458e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 141302 members 
Entering Unmasked Estep 
Score: -19235126.000000 Penalty: 5912.641113
	Iteration 12Q: 3 clusters Score -1.923513e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 142379 members 
Entering Unmasked Estep 
Score: -19235398.000000 Penalty: 5912.641113
	Iteration 13Q: 3 clusters Score -1.92354e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 143290 members 
Entering Unmasked Estep 
Score: -19235636.000000 Penalty: 5912.641113
	Iteration 14Q: 3 clusters Score -1.923564e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 144055 members 
Entering Unmasked Estep 
Score: -19235858.000000 Penalty: 5912.641113
	Iteration 15Q: 3 clusters Score -1.923586e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 144703 members 
Entering Unmasked Estep 
Score: -19235970.000000 Penalty: 5912.641113
	Iteration 16Q: 3 clusters Score -1.923597e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 145281 members 
Entering Unmasked Estep 
Score: -19236058.000000 Penalty: 5912.641113
	Iteration 17Q: 3 clusters Score -1.923606e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 145737 members 
Entering Unmasked Estep 
Score: -19236120.000000 Penalty: 5912.641113
	Iteration 18Q: 3 clusters Score -1.923612e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 146146 members 
Entering Unmasked Estep 
Score: -19236190.000000 Penalty: 5912.641113
	Iteration 19Q: 3 clusters Score -1.923619e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 146492 members 
Entering Unmasked Estep 
Score: -19236222.000000 Penalty: 5912.641113
	Iteration 20F: 3 clusters Score -1.923622e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 146802 members 
Entering Unmasked Estep 
Score: -19236316.000000 Penalty: 5912.641113
	Iteration 21Q: 3 clusters Score -1.923632e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 147054 members 
Entering Unmasked Estep 
Score: -19236266.000000 Penalty: 5912.641113
	Iteration 22Q: 3 clusters Score -1.923627e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 147257 members 
Entering Unmasked Estep 
Score: -19236294.000000 Penalty: 5912.641113
	Iteration 23Q: 3 clusters Score -1.923629e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 147425 members 
Entering Unmasked Estep 
Score: -19236236.000000 Penalty: 5912.641113
	Iteration 24Q: 3 clusters Score -1.923624e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 147563 members 
Entering Unmasked Estep 
Score: -19236326.000000 Penalty: 5912.641113
	Iteration 25Q: 3 clusters Score -1.923633e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 147686 members 
Entering Unmasked Estep 
Score: -19236338.000000 Penalty: 5912.641113
	Iteration 26Q: 3 clusters Score -1.923634e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 147802 members 
Entering Unmasked Estep 
Score: -19236362.000000 Penalty: 5912.641113
	Iteration 27Q: 3 clusters Score -1.923636e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 147891 members 
Entering Unmasked Estep 
Score: -19236344.000000 Penalty: 5912.641113
	Iteration 28Q: 3 clusters Score -1.923634e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 147962 members 
Entering Unmasked Estep 
Score: -19236366.000000 Penalty: 5912.641113
	Iteration 29Q: 3 clusters Score -1.923637e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 148034 members 
Entering Unmasked Estep 
Score: -19236386.000000 Penalty: 5912.641113
	Iteration 30Q: 3 clusters Score -1.923639e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 148100 members 
Entering Unmasked Estep 
Score: -19236390.000000 Penalty: 5912.641113
	Iteration 31Q: 3 clusters Score -1.923639e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 148139 members 
Entering Unmasked Estep 
Score: -19236404.000000 Penalty: 5912.641113
	Iteration 32Q: 3 clusters Score -1.92364e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 148191 members 
Entering Unmasked Estep 
Score: -19236422.000000 Penalty: 5912.641113
	Iteration 33Q: 3 clusters Score -1.923642e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 148235 members 
Entering Unmasked Estep 
Score: -19236442.000000 Penalty: 5912.641113
	Iteration 34Q: 3 clusters Score -1.923644e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 148277 members 
Entering Unmasked Estep 
Score: -19236494.000000 Penalty: 5912.641113
	Iteration 35Q: 3 clusters Score -1.923649e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 148307 members 
Entering Unmasked Estep 
Score: -19236474.000000 Penalty: 5912.641113
	Iteration 36Q: 3 clusters Score -1.923647e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 148331 members 
Entering Unmasked Estep 
Score: -19236472.000000 Penalty: 5912.641113
	Iteration 37Q: 3 clusters Score -1.923647e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 148353 members 
Entering Unmasked Estep 
Score: -19236464.000000 Penalty: 5912.641113
	Iteration 38Q: 3 clusters Score -1.923646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 148368 members 
Entering Unmasked Estep 
Score: -19236454.000000 Penalty: 5912.641113
	Iteration 39Q: 3 clusters Score -1.923645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 148382 members 
Entering Unmasked Estep 
Score: -19236468.000000 Penalty: 5912.641113
	Iteration 40F: 3 clusters Score -1.923647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 148396 members 
Entering Unmasked Estep 
Score: -19236468.000000 Penalty: 5912.641113
	Iteration 41Q: 3 clusters Score -1.923647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 148405 members 
Entering Unmasked Estep 
Score: -19236482.000000 Penalty: 5912.641113
	Iteration 42Q: 3 clusters Score -1.923648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 148414 members 
Entering Unmasked Estep 
Score: -19236470.000000 Penalty: 5912.641113
	Iteration 43Q: 3 clusters Score -1.923647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 148426 members 
Entering Unmasked Estep 
Score: -19236470.000000 Penalty: 5912.641113
	Iteration 44Q: 3 clusters Score -1.923647e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 148444 members 
Entering Unmasked Estep 
Score: -19236480.000000 Penalty: 5912.641113
	Iteration 45Q: 3 clusters Score -1.923648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 148459 members 
Entering Unmasked Estep 
Score: -19236482.000000 Penalty: 5912.641113
	Iteration 46Q: 3 clusters Score -1.923648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 148474 members 
Entering Unmasked Estep 
Score: -19236494.000000 Penalty: 5912.641113
	Iteration 47Q: 3 clusters Score -1.923649e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 148493 members 
Entering Unmasked Estep 
Score: -19236492.000000 Penalty: 5912.641113
	Iteration 48Q: 3 clusters Score -1.923649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 148503 members 
Entering Unmasked Estep 
Score: -19236508.000000 Penalty: 5912.641113
	Iteration 49Q: 3 clusters Score -1.923651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 148516 members 
Entering Unmasked Estep 
Score: -19236502.000000 Penalty: 5912.641113
	Iteration 50Q: 3 clusters Score -1.92365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 148528 members 
Entering Unmasked Estep 
Score: -19236516.000000 Penalty: 5912.641113
	Iteration 51Q: 3 clusters Score -1.923652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 148535 members 
Entering Unmasked Estep 
Score: -19236506.000000 Penalty: 5912.641113
	Iteration 52Q: 3 clusters Score -1.923651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 148541 members 
Entering Unmasked Estep 
Score: -19236492.000000 Penalty: 5912.641113
	Iteration 53Q: 3 clusters Score -1.923649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 148548 members 
Entering Unmasked Estep 
Score: -19236510.000000 Penalty: 5912.641113
	Iteration 54Q: 3 clusters Score -1.923651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 148551 members 
Entering Unmasked Estep 
Score: -19236518.000000 Penalty: 5912.641113
	Iteration 55Q: 3 clusters Score -1.923652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 148558 members 
Entering Unmasked Estep 
Score: -19236526.000000 Penalty: 5912.641113
	Iteration 56Q: 3 clusters Score -1.923653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 148560 members 
Entering Unmasked Estep 
Score: -19236520.000000 Penalty: 5912.641113
	Iteration 57Q: 3 clusters Score -1.923652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 148561 members 
Entering Unmasked Estep 
Score: -19236518.000000 Penalty: 5912.641113
	Iteration 58Q: 3 clusters Score -1.923652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 148562 members 
Entering Unmasked Estep 
Score: -19236520.000000 Penalty: 5912.641113
	Iteration 59Q: 3 clusters Score -1.923652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 148563 members 
Entering Unmasked Estep 
Score: -19236522.000000 Penalty: 5912.641113
	Iteration 60F: 3 clusters Score -1.923652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 148564 members 
Entering Unmasked Estep 
Score: -19236528.000000 Penalty: 5912.641113
	Iteration 61Q: 3 clusters Score -1.923653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 148567 members 
Entering Unmasked Estep 
Score: -19236524.000000 Penalty: 5912.641113
	Iteration 62Q: 3 clusters Score -1.923652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 148571 members 
Entering Unmasked Estep 
Score: -19236526.000000 Penalty: 5912.641113
	Iteration 63Q: 3 clusters Score -1.923653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 148576 members 
Entering Unmasked Estep 
Score: -19236526.000000 Penalty: 5912.641113
	Iteration 64Q: 3 clusters Score -1.923653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 148581 members 
Entering Unmasked Estep 
Score: -19236516.000000 Penalty: 5912.641113
	Iteration 65Q: 3 clusters Score -1.923652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 148583 members 
Entering Unmasked Estep 
Score: -19236516.000000 Penalty: 5912.641113
	Iteration 66Q: 3 clusters Score -1.923652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 148584 members 
Entering Unmasked Estep 
Score: -19236516.000000 Penalty: 5912.641113
	Iteration 67Q: 3 clusters Score -1.923652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 148584 members 
Entering Unmasked Estep 
Score: -19236516.000000 Penalty: 5912.641113
	Iteration 68F: 3 clusters Score -1.923652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Entering Unmasked Estep 
Score: -736070.125000 Penalty: 2161.863281
	Iteration 0F: 2 clusters Score -736070.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -730950.500000 Penalty: 4323.726562
	Iteration 0F: 3 clusters Score -730950.5 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -732437.312500 Penalty: 4323.726562
	Iteration 1F: 3 clusters Score -732437.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -732830.812500 Penalty: 4323.726562
	Iteration 2F: 3 clusters Score -732830.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -733163.625000 Penalty: 4323.726562
	Iteration 3F: 3 clusters Score -733163.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -733522.250000 Penalty: 4323.726562
	Iteration 4F: 3 clusters Score -733522.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -733841.187500 Penalty: 4323.726562
	Iteration 5F: 3 clusters Score -733841.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -734093.562500 Penalty: 4323.726562
	Iteration 6F: 3 clusters Score -734093.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -734306.687500 Penalty: 4323.726562
	Iteration 7Q: 3 clusters Score -734306.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -734452.812500 Penalty: 4323.726562
	Iteration 8Q: 3 clusters Score -734452.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -734544.812500 Penalty: 4323.726562
	Iteration 9Q: 3 clusters Score -734544.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -734606.750000 Penalty: 4323.726562
	Iteration 10Q: 3 clusters Score -734606.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -734653.000000 Penalty: 4323.726562
	Iteration 11Q: 3 clusters Score -734653 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -734682.437500 Penalty: 4323.726562
	Iteration 12Q: 3 clusters Score -734682.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -734707.500000 Penalty: 4323.726562
	Iteration 13Q: 3 clusters Score -734707.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -734720.437500 Penalty: 4323.726562
	Iteration 14Q: 3 clusters Score -734720.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -734737.875000 Penalty: 4323.726562
	Iteration 15Q: 3 clusters Score -734737.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -734750.375000 Penalty: 4323.726562
	Iteration 16Q: 3 clusters Score -734750.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -734766.125000 Penalty: 4323.726562
	Iteration 17Q: 3 clusters Score -734766.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -734778.250000 Penalty: 4323.726562
	Iteration 18Q: 3 clusters Score -734778.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -734793.500000 Penalty: 4323.726562
	Iteration 19Q: 3 clusters Score -734793.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -734809.812500 Penalty: 4323.726562
	Iteration 20F: 3 clusters Score -734809.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -734825.875000 Penalty: 4323.726562
	Iteration 21Q: 3 clusters Score -734825.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -734833.250000 Penalty: 4323.726562
	Iteration 22Q: 3 clusters Score -734833.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -734841.937500 Penalty: 4323.726562
	Iteration 23Q: 3 clusters Score -734841.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -734850.000000 Penalty: 4323.726562
	Iteration 24Q: 3 clusters Score -734850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -734851.500000 Penalty: 4323.726562
	Iteration 25Q: 3 clusters Score -734851.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -734858.750000 Penalty: 4323.726562
	Iteration 26Q: 3 clusters Score -734858.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -734861.437500 Penalty: 4323.726562
	Iteration 27Q: 3 clusters Score -734861.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -734864.437500 Penalty: 4323.726562
	Iteration 28Q: 3 clusters Score -734864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -734870.187500 Penalty: 4323.726562
	Iteration 29Q: 3 clusters Score -734870.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -734873.500000 Penalty: 4323.726562
	Iteration 30Q: 3 clusters Score -734873.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -734875.312500 Penalty: 4323.726562
	Iteration 31Q: 3 clusters Score -734875.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -734878.750000 Penalty: 4323.726562
	Iteration 32Q: 3 clusters Score -734878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -734880.187500 Penalty: 4323.726562
	Iteration 33Q: 3 clusters Score -734880.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -734885.250000 Penalty: 4323.726562
	Iteration 34Q: 3 clusters Score -734885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -734888.437500 Penalty: 4323.726562
	Iteration 35Q: 3 clusters Score -734888.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -734893.812500 Penalty: 4323.726562
	Iteration 36Q: 3 clusters Score -734893.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -734895.062500 Penalty: 4323.726562
	Iteration 37Q: 3 clusters Score -734895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -734896.187500 Penalty: 4323.726562
	Iteration 38Q: 3 clusters Score -734896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -734899.187500 Penalty: 4323.726562
	Iteration 39Q: 3 clusters Score -734899.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -734899.000000 Penalty: 4323.726562
	Iteration 40F: 3 clusters Score -734899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -734898.375000 Penalty: 4323.726562
	Iteration 41Q: 3 clusters Score -734898.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -734899.250000 Penalty: 4323.726562
	Iteration 42Q: 3 clusters Score -734899.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -734899.062500 Penalty: 4323.726562
	Iteration 43Q: 3 clusters Score -734899.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -734899.062500 Penalty: 4323.726562
	Iteration 44F: 3 clusters Score -734899.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (175355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175355 members 
Entering Unmasked Estep 
Score: -22285228.000000 Penalty: 2994.492920
	Iteration 0F: 2 clusters Score -2.228523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87473 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -22171984.000000 Penalty: 5988.985840
	Iteration 0F: 3 clusters Score -2.217198e+07 nChanged 84155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84932 members 
Mstep: Class 2 contains 90423 members 
Entering Unmasked Estep 
Score: -22220386.000000 Penalty: 5988.985840
	Iteration 1F: 3 clusters Score -2.222039e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82798 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -22221210.000000 Penalty: 5988.985840
	Iteration 2Q: 3 clusters Score -2.222121e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 95919 members 
Entering Unmasked Estep 
Score: -22222278.000000 Penalty: 5988.985840
	Iteration 3Q: 3 clusters Score -2.222228e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 101080 members 
Entering Unmasked Estep 
Score: -22224410.000000 Penalty: 5988.985840
	Iteration 4Q: 3 clusters Score -2.222441e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66481 members 
Mstep: Class 2 contains 108874 members 
Entering Unmasked Estep 
Score: -22228148.000000 Penalty: 5988.985840
	Iteration 5Q: 3 clusters Score -2.222815e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 120173 members 
Entering Unmasked Estep 
Score: -22235114.000000 Penalty: 5988.985840
	Iteration 6F: 3 clusters Score -2.223511e+07 nChanged 14856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 134935 members 
Entering Unmasked Estep 
Score: -22246996.000000 Penalty: 5988.985840
	Iteration 7F: 3 clusters Score -2.2247e+07 nChanged 16125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 151024 members 
Entering Unmasked Estep 
Score: -22262338.000000 Penalty: 5988.985840
	Iteration 8F: 3 clusters Score -2.226234e+07 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 164206 members 
Entering Unmasked Estep 
Score: -22274108.000000 Penalty: 5988.985840
	Iteration 9F: 3 clusters Score -2.227411e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 171389 members 
Entering Unmasked Estep 
Score: -22279858.000000 Penalty: 5988.985840
	Iteration 10Q: 3 clusters Score -2.227986e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 174034 members 
Entering Unmasked Estep 
Score: -22281700.000000 Penalty: 5988.985840
	Iteration 11Q: 3 clusters Score -2.22817e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 174807 members 
Entering Unmasked Estep 
Score: -22282228.000000 Penalty: 5988.985840
	Iteration 12Q: 3 clusters Score -2.228223e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 175001 members 
Entering Unmasked Estep 
Score: -22282428.000000 Penalty: 5988.985840
	Iteration 13Q: 3 clusters Score -2.228243e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 175061 members 
Entering Unmasked Estep 
Score: -22282540.000000 Penalty: 5988.985840
	Iteration 14Q: 3 clusters Score -2.228254e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 175080 members 
Entering Unmasked Estep 
Score: -22282572.000000 Penalty: 5988.985840
	Iteration 15Q: 3 clusters Score -2.228257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 175087 members 
Entering Unmasked Estep 
Score: -22282582.000000 Penalty: 5988.985840
	Iteration 16Q: 3 clusters Score -2.228258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 175087 members 
Entering Unmasked Estep 
Score: -22282586.000000 Penalty: 5988.985840
	Iteration 17Q: 3 clusters Score -2.228259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 175092 members 
Entering Unmasked Estep 
Score: -22282600.000000 Penalty: 5988.985840
	Iteration 18Q: 3 clusters Score -2.22826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 175096 members 
Entering Unmasked Estep 
Score: -22282624.000000 Penalty: 5988.985840
	Iteration 19Q: 3 clusters Score -2.228262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 175101 members 
Entering Unmasked Estep 
Score: -22282628.000000 Penalty: 5988.985840
	Iteration 20F: 3 clusters Score -2.228263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 175108 members 
Entering Unmasked Estep 
Score: -22282634.000000 Penalty: 5988.985840
	Iteration 21Q: 3 clusters Score -2.228263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 175114 members 
Entering Unmasked Estep 
Score: -22282658.000000 Penalty: 5988.985840
	Iteration 22Q: 3 clusters Score -2.228266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 175114 members 
Entering Unmasked Estep 
Score: -22282656.000000 Penalty: 5988.985840
	Iteration 23Q: 3 clusters Score -2.228266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 175113 members 
Entering Unmasked Estep 
Score: -22282666.000000 Penalty: 5988.985840
	Iteration 24Q: 3 clusters Score -2.228267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 175111 members 
Entering Unmasked Estep 
Score: -22282668.000000 Penalty: 5988.985840
	Iteration 25Q: 3 clusters Score -2.228267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 175109 members 
Entering Unmasked Estep 
Score: -22282670.000000 Penalty: 5988.985840
	Iteration 26Q: 3 clusters Score -2.228267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 175109 members 
Entering Unmasked Estep 
Score: -22282666.000000 Penalty: 5988.985840
	Iteration 27Q: 3 clusters Score -2.228267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 175109 members 
Entering Unmasked Estep 
Score: -22282666.000000 Penalty: 5988.985840
	Iteration 28F: 3 clusters Score -2.228267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -86189.875000 Penalty: 1678.586304
	Iteration 0F: 2 clusters Score -86189.88 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 408 members 
Entering Unmasked Estep 
Score: -84477.070312 Penalty: 3357.172607
	Iteration 0F: 3 clusters Score -84477.07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85129.585938 Penalty: 3357.172607
	Iteration 1F: 3 clusters Score -85129.59 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85522.601562 Penalty: 3357.172607
	Iteration 2F: 3 clusters Score -85522.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85783.250000 Penalty: 3357.172607
	Iteration 3F: 3 clusters Score -85783.25 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85994.515625 Penalty: 3357.172607
	Iteration 4F: 3 clusters Score -85994.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86322.890625 Penalty: 3357.172607
	Iteration 5F: 3 clusters Score -86322.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -86550.335938 Penalty: 3357.172607
	Iteration 6Q: 3 clusters Score -86550.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -86734.226562 Penalty: 3357.172607
	Iteration 7Q: 3 clusters Score -86734.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -86893.078125 Penalty: 3357.172607
	Iteration 8Q: 3 clusters Score -86893.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -87037.546875 Penalty: 3357.172607
	Iteration 9Q: 3 clusters Score -87037.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87342.843750 Penalty: 3357.172607
	Iteration 10Q: 3 clusters Score -87342.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87487.968750 Penalty: 3357.172607
	Iteration 11Q: 3 clusters Score -87487.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87498.429688 Penalty: 3357.172607
	Iteration 12Q: 3 clusters Score -87498.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -87513.773438 Penalty: 3357.172607
	Iteration 13Q: 3 clusters Score -87513.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -87524.148438 Penalty: 3357.172607
	Iteration 14Q: 3 clusters Score -87524.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -87533.710938 Penalty: 3357.172607
	Iteration 15Q: 3 clusters Score -87533.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -87536.570312 Penalty: 3357.172607
	Iteration 16Q: 3 clusters Score -87536.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -87547.468750 Penalty: 3357.172607
	Iteration 17Q: 3 clusters Score -87547.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87551.343750 Penalty: 3357.172607
	Iteration 18Q: 3 clusters Score -87551.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -87552.882812 Penalty: 3357.172607
	Iteration 19Q: 3 clusters Score -87552.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -87571.679688 Penalty: 3357.172607
	Iteration 20F: 3 clusters Score -87571.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87662.296875 Penalty: 3357.172607
	Iteration 21Q: 3 clusters Score -87662.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -88028.476562 Penalty: 3357.172607
	Iteration 22Q: 3 clusters Score -88028.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88056.843750 Penalty: 3357.172607
	Iteration 23Q: 3 clusters Score -88056.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88056.843750 Penalty: 3357.172607
	Iteration 24F: 3 clusters Score -88056.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 58467 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 37538 members 
Mstep: Class 5 contains 15733 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152290 members 
Mstep: Class 8 contains 90202 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 123746 members 
Mstep: Class 11 contains 9442 members 
Mstep: Class 12 contains 150339 members 
Mstep: Class 13 contains 6107 members 
Mstep: Class 14 contains 175355 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 62790 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 78590 members 
Mstep: Class 19 contains 9069 members 
Mstep: Class 20 contains 140055 members 
Mstep: Class 21 contains 148160 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 432 members 
Entering Unmasked Estep 
Score: -161297936.000000 Penalty: 83749.968750
Splitting cluster 15 changes total score from -161297760.000000 to -161297936.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (62790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Entering Unmasked Estep 
Score: -8159247.000000 Penalty: 2739.792725
	Iteration 0F: 2 clusters Score -8159247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -8117191.000000 Penalty: 5479.585449
	Iteration 0F: 3 clusters Score -8117191 nChanged 29262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -8133267.500000 Penalty: 5479.585449
	Iteration 1F: 3 clusters Score -8133268 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -8133776.500000 Penalty: 5479.585449
	Iteration 2Q: 3 clusters Score -8133776 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -8134316.500000 Penalty: 5479.585449
	Iteration 3Q: 3 clusters Score -8134316 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -8134810.000000 Penalty: 5479.585449
	Iteration 4Q: 3 clusters Score -8134810 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -8135272.500000 Penalty: 5479.585449
	Iteration 5Q: 3 clusters Score -8135272 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -8135748.500000 Penalty: 5479.585449
	Iteration 6Q: 3 clusters Score -8135748 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -8136362.000000 Penalty: 5479.585449
	Iteration 7Q: 3 clusters Score -8136362 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -8137172.500000 Penalty: 5479.585449
	Iteration 8Q: 3 clusters Score -8137172 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -8138521.500000 Penalty: 5479.585449
	Iteration 9Q: 3 clusters Score -8138522 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -8140469.000000 Penalty: 5479.585449
	Iteration 10Q: 3 clusters Score -8140469 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -8143334.000000 Penalty: 5479.585449
	Iteration 11F: 3 clusters Score -8143334 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -8146498.500000 Penalty: 5479.585449
	Iteration 12F: 3 clusters Score -8146498 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -8148720.500000 Penalty: 5479.585449
	Iteration 13F: 3 clusters Score -8148720 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -8149722.000000 Penalty: 5479.585449
	Iteration 14Q: 3 clusters Score -8149722 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -8150266.000000 Penalty: 5479.585449
	Iteration 15Q: 3 clusters Score -8150266 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -8150656.500000 Penalty: 5479.585449
	Iteration 16Q: 3 clusters Score -8150656 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -8151073.000000 Penalty: 5479.585449
	Iteration 17Q: 3 clusters Score -8151073 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -8151439.000000 Penalty: 5479.585449
	Iteration 18Q: 3 clusters Score -8151439 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -8151782.500000 Penalty: 5479.585449
	Iteration 19Q: 3 clusters Score -8151782 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -8152068.000000 Penalty: 5479.585449
	Iteration 20F: 3 clusters Score -8152068 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -8152319.500000 Penalty: 5479.585449
	Iteration 21Q: 3 clusters Score -8152320 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -8152538.500000 Penalty: 5479.585449
	Iteration 22Q: 3 clusters Score -8152538 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -8152664.000000 Penalty: 5479.585449
	Iteration 23Q: 3 clusters Score -8152664 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -8152821.000000 Penalty: 5479.585449
	Iteration 24Q: 3 clusters Score -8152821 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -8152916.500000 Penalty: 5479.585449
	Iteration 25Q: 3 clusters Score -8152916 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -8152985.500000 Penalty: 5479.585449
	Iteration 26Q: 3 clusters Score -8152986 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -8153093.500000 Penalty: 5479.585449
	Iteration 27Q: 3 clusters Score -8153094 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -8153132.000000 Penalty: 5479.585449
	Iteration 28Q: 3 clusters Score -8153132 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -8153151.500000 Penalty: 5479.585449
	Iteration 29Q: 3 clusters Score -8153152 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -8153194.500000 Penalty: 5479.585449
	Iteration 30Q: 3 clusters Score -8153194 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -8153210.500000 Penalty: 5479.585449
	Iteration 31Q: 3 clusters Score -8153210 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -8153279.000000 Penalty: 5479.585449
	Iteration 32Q: 3 clusters Score -8153279 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -8153285.500000 Penalty: 5479.585449
	Iteration 33Q: 3 clusters Score -8153286 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -8153306.000000 Penalty: 5479.585449
	Iteration 34Q: 3 clusters Score -8153306 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -8153333.500000 Penalty: 5479.585449
	Iteration 35Q: 3 clusters Score -8153334 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -8153352.500000 Penalty: 5479.585449
	Iteration 36Q: 3 clusters Score -8153352 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -8153374.000000 Penalty: 5479.585449
	Iteration 37Q: 3 clusters Score -8153374 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -8153380.500000 Penalty: 5479.585449
	Iteration 38Q: 3 clusters Score -8153380 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -8153404.500000 Penalty: 5479.585449
	Iteration 39Q: 3 clusters Score -8153404 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -8153449.000000 Penalty: 5479.585449
	Iteration 40F: 3 clusters Score -8153449 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -8153495.000000 Penalty: 5479.585449
	Iteration 41Q: 3 clusters Score -8153495 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -8153539.500000 Penalty: 5479.585449
	Iteration 42Q: 3 clusters Score -8153540 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -8153571.000000 Penalty: 5479.585449
	Iteration 43Q: 3 clusters Score -8153571 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -8153607.000000 Penalty: 5479.585449
	Iteration 44Q: 3 clusters Score -8153607 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -8153617.500000 Penalty: 5479.585449
	Iteration 45Q: 3 clusters Score -8153618 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -8153620.500000 Penalty: 5479.585449
	Iteration 46Q: 3 clusters Score -8153620 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -8153677.500000 Penalty: 5479.585449
	Iteration 47Q: 3 clusters Score -8153678 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -8153703.500000 Penalty: 5479.585449
	Iteration 48Q: 3 clusters Score -8153704 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -8153706.500000 Penalty: 5479.585449
	Iteration 49Q: 3 clusters Score -8153706 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -8153735.000000 Penalty: 5479.585449
	Iteration 50Q: 3 clusters Score -8153735 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -8153769.000000 Penalty: 5479.585449
	Iteration 51Q: 3 clusters Score -8153769 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -8153802.000000 Penalty: 5479.585449
	Iteration 52Q: 3 clusters Score -8153802 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -8153829.500000 Penalty: 5479.585449
	Iteration 53Q: 3 clusters Score -8153830 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -8153874.000000 Penalty: 5479.585449
	Iteration 54Q: 3 clusters Score -8153874 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -8153897.000000 Penalty: 5479.585449
	Iteration 55Q: 3 clusters Score -8153897 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -8153927.500000 Penalty: 5479.585449
	Iteration 56Q: 3 clusters Score -8153928 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -8153950.500000 Penalty: 5479.585449
	Iteration 57Q: 3 clusters Score -8153950 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -8153992.000000 Penalty: 5479.585449
	Iteration 58Q: 3 clusters Score -8153992 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -8154017.000000 Penalty: 5479.585449
	Iteration 59Q: 3 clusters Score -8154017 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -8154048.000000 Penalty: 5479.585449
	Iteration 60F: 3 clusters Score -8154048 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -8154070.000000 Penalty: 5479.585449
	Iteration 61Q: 3 clusters Score -8154070 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -8154120.000000 Penalty: 5479.585449
	Iteration 62Q: 3 clusters Score -8154120 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -8154185.000000 Penalty: 5479.585449
	Iteration 63Q: 3 clusters Score -8154185 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -8154227.500000 Penalty: 5479.585449
	Iteration 64Q: 3 clusters Score -8154228 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -8154278.000000 Penalty: 5479.585449
	Iteration 65Q: 3 clusters Score -8154278 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -8154331.500000 Penalty: 5479.585449
	Iteration 66Q: 3 clusters Score -8154332 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -8154395.000000 Penalty: 5479.585449
	Iteration 67Q: 3 clusters Score -8154395 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -8154465.000000 Penalty: 5479.585449
	Iteration 68Q: 3 clusters Score -8154465 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -8154514.000000 Penalty: 5479.585449
	Iteration 69Q: 3 clusters Score -8154514 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -8154590.500000 Penalty: 5479.585449
	Iteration 70Q: 3 clusters Score -8154590 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -8154692.000000 Penalty: 5479.585449
	Iteration 71Q: 3 clusters Score -8154692 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -8154814.500000 Penalty: 5479.585449
	Iteration 72Q: 3 clusters Score -8154814 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56733 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -8154893.500000 Penalty: 5479.585449
	Iteration 73Q: 3 clusters Score -8154894 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -8155001.000000 Penalty: 5479.585449
	Iteration 74Q: 3 clusters Score -8155001 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -8155096.000000 Penalty: 5479.585449
	Iteration 75Q: 3 clusters Score -8155096 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -8155188.000000 Penalty: 5479.585449
	Iteration 76Q: 3 clusters Score -8155188 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -8155340.000000 Penalty: 5479.585449
	Iteration 77Q: 3 clusters Score -8155340 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -8155474.500000 Penalty: 5479.585449
	Iteration 78Q: 3 clusters Score -8155474 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -8155584.000000 Penalty: 5479.585449
	Iteration 79Q: 3 clusters Score -8155584 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -8155673.000000 Penalty: 5479.585449
	Iteration 80F: 3 clusters Score -8155673 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -8155775.000000 Penalty: 5479.585449
	Iteration 81Q: 3 clusters Score -8155775 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59736 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -8155868.500000 Penalty: 5479.585449
	Iteration 82Q: 3 clusters Score -8155868 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -8155974.500000 Penalty: 5479.585449
	Iteration 83Q: 3 clusters Score -8155974 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60234 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -8156062.500000 Penalty: 5479.585449
	Iteration 84Q: 3 clusters Score -8156062 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -8156185.000000 Penalty: 5479.585449
	Iteration 85Q: 3 clusters Score -8156185 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8156281.000000 Penalty: 5479.585449
	Iteration 86Q: 3 clusters Score -8156281 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60871 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8156361.000000 Penalty: 5479.585449
	Iteration 87Q: 3 clusters Score -8156361 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -8156471.000000 Penalty: 5479.585449
	Iteration 88Q: 3 clusters Score -8156471 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8156519.000000 Penalty: 5479.585449
	Iteration 89Q: 3 clusters Score -8156519 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -8156563.500000 Penalty: 5479.585449
	Iteration 90Q: 3 clusters Score -8156564 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8156603.500000 Penalty: 5479.585449
	Iteration 91Q: 3 clusters Score -8156604 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8156658.500000 Penalty: 5479.585449
	Iteration 92Q: 3 clusters Score -8156658 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8156703.000000 Penalty: 5479.585449
	Iteration 93Q: 3 clusters Score -8156703 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8156753.000000 Penalty: 5479.585449
	Iteration 94Q: 3 clusters Score -8156753 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8156786.000000 Penalty: 5479.585449
	Iteration 95Q: 3 clusters Score -8156786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8156801.500000 Penalty: 5479.585449
	Iteration 96Q: 3 clusters Score -8156802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8156818.500000 Penalty: 5479.585449
	Iteration 97Q: 3 clusters Score -8156818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8156857.000000 Penalty: 5479.585449
	Iteration 98Q: 3 clusters Score -8156857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8156871.000000 Penalty: 5479.585449
	Iteration 99Q: 3 clusters Score -8156871 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8156892.000000 Penalty: 5479.585449
	Iteration 100F: 3 clusters Score -8156892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61960 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8156898.000000 Penalty: 5479.585449
	Iteration 101Q: 3 clusters Score -8156898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8156912.000000 Penalty: 5479.585449
	Iteration 102Q: 3 clusters Score -8156912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8156928.000000 Penalty: 5479.585449
	Iteration 103Q: 3 clusters Score -8156928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8156925.000000 Penalty: 5479.585449
	Iteration 104Q: 3 clusters Score -8156925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8156931.500000 Penalty: 5479.585449
	Iteration 105Q: 3 clusters Score -8156932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8156934.500000 Penalty: 5479.585449
	Iteration 106Q: 3 clusters Score -8156934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62015 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8156935.500000 Penalty: 5479.585449
	Iteration 107Q: 3 clusters Score -8156936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8156941.500000 Penalty: 5479.585449
	Iteration 108Q: 3 clusters Score -8156942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62027 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8156948.000000 Penalty: 5479.585449
	Iteration 109Q: 3 clusters Score -8156948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62027 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8156946.500000 Penalty: 5479.585449
	Iteration 110Q: 3 clusters Score -8156946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8156945.500000 Penalty: 5479.585449
	Iteration 111Q: 3 clusters Score -8156946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8156945.500000 Penalty: 5479.585449
	Iteration 112F: 3 clusters Score -8156946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Entering Unmasked Estep 
Score: -3167442.250000 Penalty: 2510.151367
	Iteration 0F: 2 clusters Score -3167442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -3150105.500000 Penalty: 5020.302734
	Iteration 0F: 3 clusters Score -3150106 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3156257.250000 Penalty: 5020.302734
	Iteration 1F: 3 clusters Score -3156257 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3156773.000000 Penalty: 5020.302734
	Iteration 2F: 3 clusters Score -3156773 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3157315.250000 Penalty: 5020.302734
	Iteration 3Q: 3 clusters Score -3157315 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3157929.750000 Penalty: 5020.302734
	Iteration 4Q: 3 clusters Score -3157930 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3158829.750000 Penalty: 5020.302734
	Iteration 5F: 3 clusters Score -3158830 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3160065.750000 Penalty: 5020.302734
	Iteration 6F: 3 clusters Score -3160066 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3161673.250000 Penalty: 5020.302734
	Iteration 7F: 3 clusters Score -3161673 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3163129.500000 Penalty: 5020.302734
	Iteration 8F: 3 clusters Score -3163130 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3164156.500000 Penalty: 5020.302734
	Iteration 9Q: 3 clusters Score -3164156 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3164671.250000 Penalty: 5020.302734
	Iteration 10Q: 3 clusters Score -3164671 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3164897.750000 Penalty: 5020.302734
	Iteration 11Q: 3 clusters Score -3164898 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3165001.000000 Penalty: 5020.302734
	Iteration 12Q: 3 clusters Score -3165001 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3165063.000000 Penalty: 5020.302734
	Iteration 13Q: 3 clusters Score -3165063 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3165104.750000 Penalty: 5020.302734
	Iteration 14Q: 3 clusters Score -3165105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3165137.500000 Penalty: 5020.302734
	Iteration 15Q: 3 clusters Score -3165138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3165160.500000 Penalty: 5020.302734
	Iteration 16Q: 3 clusters Score -3165160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3165166.500000 Penalty: 5020.302734
	Iteration 17Q: 3 clusters Score -3165166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3165176.750000 Penalty: 5020.302734
	Iteration 18Q: 3 clusters Score -3165177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3165180.500000 Penalty: 5020.302734
	Iteration 19Q: 3 clusters Score -3165180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3165180.250000 Penalty: 5020.302734
	Iteration 20F: 3 clusters Score -3165180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3165179.500000 Penalty: 5020.302734
	Iteration 21Q: 3 clusters Score -3165180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3165179.500000 Penalty: 5020.302734
	Iteration 22F: 3 clusters Score -3165180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78590 members 
Entering Unmasked Estep 
Score: -9954696.000000 Penalty: 2795.455811
	Iteration 0F: 2 clusters Score -9954696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -9902127.000000 Penalty: 5590.911621
	Iteration 0F: 3 clusters Score -9902127 nChanged 36907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -9922988.000000 Penalty: 5590.911621
	Iteration 1F: 3 clusters Score -9922988 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -9923931.000000 Penalty: 5590.911621
	Iteration 2Q: 3 clusters Score -9923931 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -9925447.000000 Penalty: 5590.911621
	Iteration 3Q: 3 clusters Score -9925447 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -9927898.000000 Penalty: 5590.911621
	Iteration 4F: 3 clusters Score -9927898 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -9931605.000000 Penalty: 5590.911621
	Iteration 5F: 3 clusters Score -9931605 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -9936553.000000 Penalty: 5590.911621
	Iteration 6F: 3 clusters Score -9936553 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63957 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -9942273.000000 Penalty: 5590.911621
	Iteration 7F: 3 clusters Score -9942273 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -9947086.000000 Penalty: 5590.911621
	Iteration 8F: 3 clusters Score -9947086 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -9950426.000000 Penalty: 5590.911621
	Iteration 9Q: 3 clusters Score -9950426 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -9952543.000000 Penalty: 5590.911621
	Iteration 10Q: 3 clusters Score -9952543 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73768 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -9953374.000000 Penalty: 5590.911621
	Iteration 11Q: 3 clusters Score -9953374 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -9953685.000000 Penalty: 5590.911621
	Iteration 12Q: 3 clusters Score -9953685 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -9953857.000000 Penalty: 5590.911621
	Iteration 13Q: 3 clusters Score -9953857 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74578 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -9953938.000000 Penalty: 5590.911621
	Iteration 14Q: 3 clusters Score -9953938 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74696 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -9953959.000000 Penalty: 5590.911621
	Iteration 15Q: 3 clusters Score -9953959 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74785 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -9953978.000000 Penalty: 5590.911621
	Iteration 16Q: 3 clusters Score -9953978 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74854 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -9953999.000000 Penalty: 5590.911621
	Iteration 17Q: 3 clusters Score -9953999 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74914 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -9954019.000000 Penalty: 5590.911621
	Iteration 18Q: 3 clusters Score -9954019 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -9954038.000000 Penalty: 5590.911621
	Iteration 19Q: 3 clusters Score -9954038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74983 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -9954055.000000 Penalty: 5590.911621
	Iteration 20F: 3 clusters Score -9954055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -9954062.000000 Penalty: 5590.911621
	Iteration 21Q: 3 clusters Score -9954062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -9954063.000000 Penalty: 5590.911621
	Iteration 22Q: 3 clusters Score -9954063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75035 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -9954060.000000 Penalty: 5590.911621
	Iteration 23Q: 3 clusters Score -9954060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75043 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -9954060.000000 Penalty: 5590.911621
	Iteration 24Q: 3 clusters Score -9954060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75049 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -9954056.000000 Penalty: 5590.911621
	Iteration 25Q: 3 clusters Score -9954056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75053 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -9954059.000000 Penalty: 5590.911621
	Iteration 26Q: 3 clusters Score -9954059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75059 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -9954060.000000 Penalty: 5590.911621
	Iteration 27Q: 3 clusters Score -9954060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -9954056.000000 Penalty: 5590.911621
	Iteration 28Q: 3 clusters Score -9954056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75072 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -9954067.000000 Penalty: 5590.911621
	Iteration 29Q: 3 clusters Score -9954067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75081 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -9954063.000000 Penalty: 5590.911621
	Iteration 30Q: 3 clusters Score -9954063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -9954049.000000 Penalty: 5590.911621
	Iteration 31Q: 3 clusters Score -9954049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75098 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -9954033.000000 Penalty: 5590.911621
	Iteration 32Q: 3 clusters Score -9954033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75111 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -9954044.000000 Penalty: 5590.911621
	Iteration 33Q: 3 clusters Score -9954044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75123 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -9954048.000000 Penalty: 5590.911621
	Iteration 34Q: 3 clusters Score -9954048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -9954060.000000 Penalty: 5590.911621
	Iteration 35Q: 3 clusters Score -9954060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75138 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -9954050.000000 Penalty: 5590.911621
	Iteration 36Q: 3 clusters Score -9954050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75141 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -9954055.000000 Penalty: 5590.911621
	Iteration 37Q: 3 clusters Score -9954055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75144 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -9954054.000000 Penalty: 5590.911621
	Iteration 38Q: 3 clusters Score -9954054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -9954049.000000 Penalty: 5590.911621
	Iteration 39Q: 3 clusters Score -9954049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75155 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -9954064.000000 Penalty: 5590.911621
	Iteration 40F: 3 clusters Score -9954064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -9954063.000000 Penalty: 5590.911621
	Iteration 41Q: 3 clusters Score -9954063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75168 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -9954056.000000 Penalty: 5590.911621
	Iteration 42Q: 3 clusters Score -9954056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75172 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -9954054.000000 Penalty: 5590.911621
	Iteration 43Q: 3 clusters Score -9954054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -9954063.000000 Penalty: 5590.911621
	Iteration 44Q: 3 clusters Score -9954063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -9954058.000000 Penalty: 5590.911621
	Iteration 45Q: 3 clusters Score -9954058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -9954058.000000 Penalty: 5590.911621
	Iteration 46Q: 3 clusters Score -9954058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -9954062.000000 Penalty: 5590.911621
	Iteration 47Q: 3 clusters Score -9954062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -9954067.000000 Penalty: 5590.911621
	Iteration 48Q: 3 clusters Score -9954067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75184 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -9954063.000000 Penalty: 5590.911621
	Iteration 49Q: 3 clusters Score -9954063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75184 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -9954063.000000 Penalty: 5590.911621
	Iteration 50F: 3 clusters Score -9954063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Entering Unmasked Estep 
Score: -1200339.000000 Penalty: 2259.929199
	Iteration 0F: 2 clusters Score -1200339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1193211.375000 Penalty: 4519.858398
	Iteration 0F: 3 clusters Score -1193211 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1195208.250000 Penalty: 4519.858398
	Iteration 1F: 3 clusters Score -1195208 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1195412.250000 Penalty: 4519.858398
	Iteration 2F: 3 clusters Score -1195412 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1195558.500000 Penalty: 4519.858398
	Iteration 3Q: 3 clusters Score -1195558 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1195656.250000 Penalty: 4519.858398
	Iteration 4Q: 3 clusters Score -1195656 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1195732.125000 Penalty: 4519.858398
	Iteration 5Q: 3 clusters Score -1195732 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1195800.125000 Penalty: 4519.858398
	Iteration 6Q: 3 clusters Score -1195800 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1195867.125000 Penalty: 4519.858398
	Iteration 7Q: 3 clusters Score -1195867 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1195925.500000 Penalty: 4519.858398
	Iteration 8Q: 3 clusters Score -1195926 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1195966.250000 Penalty: 4519.858398
	Iteration 9Q: 3 clusters Score -1195966 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1196002.250000 Penalty: 4519.858398
	Iteration 10Q: 3 clusters Score -1196002 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1196021.000000 Penalty: 4519.858398
	Iteration 11Q: 3 clusters Score -1196021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1196040.125000 Penalty: 4519.858398
	Iteration 12Q: 3 clusters Score -1196040 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1196062.750000 Penalty: 4519.858398
	Iteration 13Q: 3 clusters Score -1196063 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1196091.000000 Penalty: 4519.858398
	Iteration 14Q: 3 clusters Score -1196091 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1196109.750000 Penalty: 4519.858398
	Iteration 15Q: 3 clusters Score -1196110 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1196140.125000 Penalty: 4519.858398
	Iteration 16Q: 3 clusters Score -1196140 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1196161.625000 Penalty: 4519.858398
	Iteration 17Q: 3 clusters Score -1196162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1196183.000000 Penalty: 4519.858398
	Iteration 18Q: 3 clusters Score -1196183 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1196206.125000 Penalty: 4519.858398
	Iteration 19Q: 3 clusters Score -1196206 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1196228.750000 Penalty: 4519.858398
	Iteration 20F: 3 clusters Score -1196229 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1196250.625000 Penalty: 4519.858398
	Iteration 21Q: 3 clusters Score -1196251 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1196276.625000 Penalty: 4519.858398
	Iteration 22Q: 3 clusters Score -1196277 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1196304.375000 Penalty: 4519.858398
	Iteration 23Q: 3 clusters Score -1196304 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1196333.375000 Penalty: 4519.858398
	Iteration 24Q: 3 clusters Score -1196333 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1196362.875000 Penalty: 4519.858398
	Iteration 25Q: 3 clusters Score -1196363 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1196391.375000 Penalty: 4519.858398
	Iteration 26Q: 3 clusters Score -1196391 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1196432.375000 Penalty: 4519.858398
	Iteration 27Q: 3 clusters Score -1196432 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1196488.500000 Penalty: 4519.858398
	Iteration 28Q: 3 clusters Score -1196488 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1196564.750000 Penalty: 4519.858398
	Iteration 29Q: 3 clusters Score -1196565 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1196677.000000 Penalty: 4519.858398
	Iteration 30Q: 3 clusters Score -1196677 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1196819.750000 Penalty: 4519.858398
	Iteration 31Q: 3 clusters Score -1196820 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1197000.000000 Penalty: 4519.858398
	Iteration 32Q: 3 clusters Score -1197000 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1197204.000000 Penalty: 4519.858398
	Iteration 33Q: 3 clusters Score -1197204 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1197411.875000 Penalty: 4519.858398
	Iteration 34Q: 3 clusters Score -1197412 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1197607.875000 Penalty: 4519.858398
	Iteration 35Q: 3 clusters Score -1197608 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1197795.875000 Penalty: 4519.858398
	Iteration 36Q: 3 clusters Score -1197796 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1197934.125000 Penalty: 4519.858398
	Iteration 37Q: 3 clusters Score -1197934 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1198071.250000 Penalty: 4519.858398
	Iteration 38Q: 3 clusters Score -1198071 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1198157.375000 Penalty: 4519.858398
	Iteration 39Q: 3 clusters Score -1198157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1198204.625000 Penalty: 4519.858398
	Iteration 40F: 3 clusters Score -1198205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1198248.250000 Penalty: 4519.858398
	Iteration 41Q: 3 clusters Score -1198248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1198282.875000 Penalty: 4519.858398
	Iteration 42Q: 3 clusters Score -1198283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1198301.750000 Penalty: 4519.858398
	Iteration 43Q: 3 clusters Score -1198302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1198315.500000 Penalty: 4519.858398
	Iteration 44Q: 3 clusters Score -1198316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1198320.750000 Penalty: 4519.858398
	Iteration 45Q: 3 clusters Score -1198321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1198325.875000 Penalty: 4519.858398
	Iteration 46Q: 3 clusters Score -1198326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1198335.375000 Penalty: 4519.858398
	Iteration 47Q: 3 clusters Score -1198335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1198339.500000 Penalty: 4519.858398
	Iteration 48Q: 3 clusters Score -1198340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1198341.625000 Penalty: 4519.858398
	Iteration 49Q: 3 clusters Score -1198342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1198344.750000 Penalty: 4519.858398
	Iteration 50Q: 3 clusters Score -1198345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1198349.875000 Penalty: 4519.858398
	Iteration 51Q: 3 clusters Score -1198350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1198352.750000 Penalty: 4519.858398
	Iteration 52Q: 3 clusters Score -1198353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1198353.000000 Penalty: 4519.858398
	Iteration 53Q: 3 clusters Score -1198353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1198353.500000 Penalty: 4519.858398
	Iteration 54Q: 3 clusters Score -1198354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1198353.500000 Penalty: 4519.858398
	Iteration 55F: 3 clusters Score -1198354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (140055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140055 members 
Entering Unmasked Estep 
Score: -17830834.000000 Penalty: 2938.748047
	Iteration 0F: 2 clusters Score -1.783083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69843 members 
Mstep: Class 2 contains 70212 members 
Entering Unmasked Estep 
Score: -17738366.000000 Penalty: 5877.496094
	Iteration 0F: 3 clusters Score -1.773837e+07 nChanged 67043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -17777742.000000 Penalty: 5877.496094
	Iteration 1F: 3 clusters Score -1.777774e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 73386 members 
Entering Unmasked Estep 
Score: -17778900.000000 Penalty: 5877.496094
	Iteration 2Q: 3 clusters Score -1.77789e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -17780704.000000 Penalty: 5877.496094
	Iteration 3Q: 3 clusters Score -1.77807e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 78253 members 
Entering Unmasked Estep 
Score: -17783326.000000 Penalty: 5877.496094
	Iteration 4Q: 3 clusters Score -1.778333e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 82409 members 
Entering Unmasked Estep 
Score: -17787214.000000 Penalty: 5877.496094
	Iteration 5F: 3 clusters Score -1.778721e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 87666 members 
Entering Unmasked Estep 
Score: -17792662.000000 Penalty: 5877.496094
	Iteration 6F: 3 clusters Score -1.779266e+07 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -17799386.000000 Penalty: 5877.496094
	Iteration 7F: 3 clusters Score -1.779939e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 99431 members 
Entering Unmasked Estep 
Score: -17806886.000000 Penalty: 5877.496094
	Iteration 8F: 3 clusters Score -1.780689e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 103910 members 
Entering Unmasked Estep 
Score: -17813136.000000 Penalty: 5877.496094
	Iteration 9F: 3 clusters Score -1.781314e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 107051 members 
Entering Unmasked Estep 
Score: -17816600.000000 Penalty: 5877.496094
	Iteration 10Q: 3 clusters Score -1.78166e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 109587 members 
Entering Unmasked Estep 
Score: -17818408.000000 Penalty: 5877.496094
	Iteration 11Q: 3 clusters Score -1.781841e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 111776 members 
Entering Unmasked Estep 
Score: -17819786.000000 Penalty: 5877.496094
	Iteration 12Q: 3 clusters Score -1.781979e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 113625 members 
Entering Unmasked Estep 
Score: -17820776.000000 Penalty: 5877.496094
	Iteration 13Q: 3 clusters Score -1.782078e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 115228 members 
Entering Unmasked Estep 
Score: -17821604.000000 Penalty: 5877.496094
	Iteration 14Q: 3 clusters Score -1.78216e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 116589 members 
Entering Unmasked Estep 
Score: -17822150.000000 Penalty: 5877.496094
	Iteration 15Q: 3 clusters Score -1.782215e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 117732 members 
Entering Unmasked Estep 
Score: -17822666.000000 Penalty: 5877.496094
	Iteration 16Q: 3 clusters Score -1.782267e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 118775 members 
Entering Unmasked Estep 
Score: -17822992.000000 Penalty: 5877.496094
	Iteration 17Q: 3 clusters Score -1.782299e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 119746 members 
Entering Unmasked Estep 
Score: -17823340.000000 Penalty: 5877.496094
	Iteration 18Q: 3 clusters Score -1.782334e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 120624 members 
Entering Unmasked Estep 
Score: -17823512.000000 Penalty: 5877.496094
	Iteration 19Q: 3 clusters Score -1.782351e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 121386 members 
Entering Unmasked Estep 
Score: -17823678.000000 Penalty: 5877.496094
	Iteration 20F: 3 clusters Score -1.782368e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 122075 members 
Entering Unmasked Estep 
Score: -17823860.000000 Penalty: 5877.496094
	Iteration 21Q: 3 clusters Score -1.782386e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 122729 members 
Entering Unmasked Estep 
Score: -17824068.000000 Penalty: 5877.496094
	Iteration 22Q: 3 clusters Score -1.782407e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 123398 members 
Entering Unmasked Estep 
Score: -17824178.000000 Penalty: 5877.496094
	Iteration 23Q: 3 clusters Score -1.782418e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 124001 members 
Entering Unmasked Estep 
Score: -17824322.000000 Penalty: 5877.496094
	Iteration 24Q: 3 clusters Score -1.782432e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 124584 members 
Entering Unmasked Estep 
Score: -17824434.000000 Penalty: 5877.496094
	Iteration 25Q: 3 clusters Score -1.782443e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 125121 members 
Entering Unmasked Estep 
Score: -17824498.000000 Penalty: 5877.496094
	Iteration 26Q: 3 clusters Score -1.78245e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 125681 members 
Entering Unmasked Estep 
Score: -17824644.000000 Penalty: 5877.496094
	Iteration 27Q: 3 clusters Score -1.782464e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 126206 members 
Entering Unmasked Estep 
Score: -17824748.000000 Penalty: 5877.496094
	Iteration 28Q: 3 clusters Score -1.782475e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 126712 members 
Entering Unmasked Estep 
Score: -17824818.000000 Penalty: 5877.496094
	Iteration 29Q: 3 clusters Score -1.782482e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 127199 members 
Entering Unmasked Estep 
Score: -17824942.000000 Penalty: 5877.496094
	Iteration 30Q: 3 clusters Score -1.782494e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 127676 members 
Entering Unmasked Estep 
Score: -17825052.000000 Penalty: 5877.496094
	Iteration 31Q: 3 clusters Score -1.782505e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 128159 members 
Entering Unmasked Estep 
Score: -17825088.000000 Penalty: 5877.496094
	Iteration 32Q: 3 clusters Score -1.782509e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 128655 members 
Entering Unmasked Estep 
Score: -17825150.000000 Penalty: 5877.496094
	Iteration 33Q: 3 clusters Score -1.782515e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 129135 members 
Entering Unmasked Estep 
Score: -17825274.000000 Penalty: 5877.496094
	Iteration 34Q: 3 clusters Score -1.782527e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 129638 members 
Entering Unmasked Estep 
Score: -17825416.000000 Penalty: 5877.496094
	Iteration 35Q: 3 clusters Score -1.782542e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 130151 members 
Entering Unmasked Estep 
Score: -17825606.000000 Penalty: 5877.496094
	Iteration 36Q: 3 clusters Score -1.782561e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 130637 members 
Entering Unmasked Estep 
Score: -17825768.000000 Penalty: 5877.496094
	Iteration 37Q: 3 clusters Score -1.782577e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 131163 members 
Entering Unmasked Estep 
Score: -17825854.000000 Penalty: 5877.496094
	Iteration 38Q: 3 clusters Score -1.782585e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 131627 members 
Entering Unmasked Estep 
Score: -17826010.000000 Penalty: 5877.496094
	Iteration 39Q: 3 clusters Score -1.782601e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 132082 members 
Entering Unmasked Estep 
Score: -17826156.000000 Penalty: 5877.496094
	Iteration 40F: 3 clusters Score -1.782616e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 132537 members 
Entering Unmasked Estep 
Score: -17826304.000000 Penalty: 5877.496094
	Iteration 41Q: 3 clusters Score -1.78263e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 132973 members 
Entering Unmasked Estep 
Score: -17826470.000000 Penalty: 5877.496094
	Iteration 42Q: 3 clusters Score -1.782647e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 133399 members 
Entering Unmasked Estep 
Score: -17826628.000000 Penalty: 5877.496094
	Iteration 43Q: 3 clusters Score -1.782663e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 133771 members 
Entering Unmasked Estep 
Score: -17826728.000000 Penalty: 5877.496094
	Iteration 44Q: 3 clusters Score -1.782673e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 134135 members 
Entering Unmasked Estep 
Score: -17826866.000000 Penalty: 5877.496094
	Iteration 45Q: 3 clusters Score -1.782687e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 134480 members 
Entering Unmasked Estep 
Score: -17826976.000000 Penalty: 5877.496094
	Iteration 46Q: 3 clusters Score -1.782698e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 134802 members 
Entering Unmasked Estep 
Score: -17827072.000000 Penalty: 5877.496094
	Iteration 47Q: 3 clusters Score -1.782707e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 135089 members 
Entering Unmasked Estep 
Score: -17827118.000000 Penalty: 5877.496094
	Iteration 48Q: 3 clusters Score -1.782712e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 135391 members 
Entering Unmasked Estep 
Score: -17827214.000000 Penalty: 5877.496094
	Iteration 49Q: 3 clusters Score -1.782721e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 135669 members 
Entering Unmasked Estep 
Score: -17827300.000000 Penalty: 5877.496094
	Iteration 50Q: 3 clusters Score -1.78273e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 135917 members 
Entering Unmasked Estep 
Score: -17827342.000000 Penalty: 5877.496094
	Iteration 51Q: 3 clusters Score -1.782734e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 136147 members 
Entering Unmasked Estep 
Score: -17827424.000000 Penalty: 5877.496094
	Iteration 52Q: 3 clusters Score -1.782742e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 136360 members 
Entering Unmasked Estep 
Score: -17827480.000000 Penalty: 5877.496094
	Iteration 53Q: 3 clusters Score -1.782748e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 136547 members 
Entering Unmasked Estep 
Score: -17827552.000000 Penalty: 5877.496094
	Iteration 54Q: 3 clusters Score -1.782755e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 136702 members 
Entering Unmasked Estep 
Score: -17827592.000000 Penalty: 5877.496094
	Iteration 55Q: 3 clusters Score -1.782759e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 136858 members 
Entering Unmasked Estep 
Score: -17827594.000000 Penalty: 5877.496094
	Iteration 56Q: 3 clusters Score -1.782759e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 137000 members 
Entering Unmasked Estep 
Score: -17827678.000000 Penalty: 5877.496094
	Iteration 57Q: 3 clusters Score -1.782768e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 137141 members 
Entering Unmasked Estep 
Score: -17827692.000000 Penalty: 5877.496094
	Iteration 58Q: 3 clusters Score -1.782769e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 137268 members 
Entering Unmasked Estep 
Score: -17827754.000000 Penalty: 5877.496094
	Iteration 59Q: 3 clusters Score -1.782775e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 137378 members 
Entering Unmasked Estep 
Score: -17827820.000000 Penalty: 5877.496094
	Iteration 60F: 3 clusters Score -1.782782e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 137469 members 
Entering Unmasked Estep 
Score: -17827858.000000 Penalty: 5877.496094
	Iteration 61Q: 3 clusters Score -1.782786e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 137561 members 
Entering Unmasked Estep 
Score: -17827892.000000 Penalty: 5877.496094
	Iteration 62Q: 3 clusters Score -1.782789e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 137633 members 
Entering Unmasked Estep 
Score: -17827908.000000 Penalty: 5877.496094
	Iteration 63Q: 3 clusters Score -1.782791e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 137682 members 
Entering Unmasked Estep 
Score: -17827924.000000 Penalty: 5877.496094
	Iteration 64Q: 3 clusters Score -1.782792e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 137725 members 
Entering Unmasked Estep 
Score: -17827910.000000 Penalty: 5877.496094
	Iteration 65Q: 3 clusters Score -1.782791e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 137774 members 
Entering Unmasked Estep 
Score: -17827938.000000 Penalty: 5877.496094
	Iteration 66Q: 3 clusters Score -1.782794e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 137813 members 
Entering Unmasked Estep 
Score: -17827970.000000 Penalty: 5877.496094
	Iteration 67Q: 3 clusters Score -1.782797e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 137858 members 
Entering Unmasked Estep 
Score: -17827996.000000 Penalty: 5877.496094
	Iteration 68Q: 3 clusters Score -1.7828e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 137899 members 
Entering Unmasked Estep 
Score: -17828010.000000 Penalty: 5877.496094
	Iteration 69Q: 3 clusters Score -1.782801e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 137934 members 
Entering Unmasked Estep 
Score: -17828020.000000 Penalty: 5877.496094
	Iteration 70Q: 3 clusters Score -1.782802e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 137967 members 
Entering Unmasked Estep 
Score: -17828018.000000 Penalty: 5877.496094
	Iteration 71Q: 3 clusters Score -1.782802e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 138000 members 
Entering Unmasked Estep 
Score: -17828032.000000 Penalty: 5877.496094
	Iteration 72Q: 3 clusters Score -1.782803e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 138035 members 
Entering Unmasked Estep 
Score: -17828046.000000 Penalty: 5877.496094
	Iteration 73Q: 3 clusters Score -1.782805e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 138069 members 
Entering Unmasked Estep 
Score: -17828068.000000 Penalty: 5877.496094
	Iteration 74Q: 3 clusters Score -1.782807e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 138101 members 
Entering Unmasked Estep 
Score: -17828080.000000 Penalty: 5877.496094
	Iteration 75Q: 3 clusters Score -1.782808e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 138130 members 
Entering Unmasked Estep 
Score: -17828082.000000 Penalty: 5877.496094
	Iteration 76Q: 3 clusters Score -1.782808e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 138152 members 
Entering Unmasked Estep 
Score: -17828094.000000 Penalty: 5877.496094
	Iteration 77Q: 3 clusters Score -1.782809e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 138176 members 
Entering Unmasked Estep 
Score: -17828122.000000 Penalty: 5877.496094
	Iteration 78Q: 3 clusters Score -1.782812e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 138197 members 
Entering Unmasked Estep 
Score: -17828112.000000 Penalty: 5877.496094
	Iteration 79Q: 3 clusters Score -1.782811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 138216 members 
Entering Unmasked Estep 
Score: -17828124.000000 Penalty: 5877.496094
	Iteration 80F: 3 clusters Score -1.782812e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 138237 members 
Entering Unmasked Estep 
Score: -17828144.000000 Penalty: 5877.496094
	Iteration 81Q: 3 clusters Score -1.782814e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 138256 members 
Entering Unmasked Estep 
Score: -17828146.000000 Penalty: 5877.496094
	Iteration 82Q: 3 clusters Score -1.782815e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 138275 members 
Entering Unmasked Estep 
Score: -17828158.000000 Penalty: 5877.496094
	Iteration 83Q: 3 clusters Score -1.782816e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 138298 members 
Entering Unmasked Estep 
Score: -17828164.000000 Penalty: 5877.496094
	Iteration 84Q: 3 clusters Score -1.782816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 138314 members 
Entering Unmasked Estep 
Score: -17828170.000000 Penalty: 5877.496094
	Iteration 85Q: 3 clusters Score -1.782817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 138327 members 
Entering Unmasked Estep 
Score: -17828168.000000 Penalty: 5877.496094
	Iteration 86Q: 3 clusters Score -1.782817e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 138348 members 
Entering Unmasked Estep 
Score: -17828186.000000 Penalty: 5877.496094
	Iteration 87Q: 3 clusters Score -1.782819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 138366 members 
Entering Unmasked Estep 
Score: -17828202.000000 Penalty: 5877.496094
	Iteration 88Q: 3 clusters Score -1.78282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 138381 members 
Entering Unmasked Estep 
Score: -17828196.000000 Penalty: 5877.496094
	Iteration 89Q: 3 clusters Score -1.78282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 138395 members 
Entering Unmasked Estep 
Score: -17828206.000000 Penalty: 5877.496094
	Iteration 90Q: 3 clusters Score -1.782821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 138408 members 
Entering Unmasked Estep 
Score: -17828202.000000 Penalty: 5877.496094
	Iteration 91Q: 3 clusters Score -1.78282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 138417 members 
Entering Unmasked Estep 
Score: -17828202.000000 Penalty: 5877.496094
	Iteration 92Q: 3 clusters Score -1.78282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 138424 members 
Entering Unmasked Estep 
Score: -17828220.000000 Penalty: 5877.496094
	Iteration 93Q: 3 clusters Score -1.782822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 138431 members 
Entering Unmasked Estep 
Score: -17828236.000000 Penalty: 5877.496094
	Iteration 94Q: 3 clusters Score -1.782824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 138434 members 
Entering Unmasked Estep 
Score: -17828234.000000 Penalty: 5877.496094
	Iteration 95Q: 3 clusters Score -1.782823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 138435 members 
Entering Unmasked Estep 
Score: -17828230.000000 Penalty: 5877.496094
	Iteration 96Q: 3 clusters Score -1.782823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 138436 members 
Entering Unmasked Estep 
Score: -17828234.000000 Penalty: 5877.496094
	Iteration 97Q: 3 clusters Score -1.782823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 138438 members 
Entering Unmasked Estep 
Score: -17828232.000000 Penalty: 5877.496094
	Iteration 98Q: 3 clusters Score -1.782823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 138438 members 
Entering Unmasked Estep 
Score: -17828232.000000 Penalty: 5877.496094
	Iteration 99F: 3 clusters Score -1.782823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (148160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148160 members 
Entering Unmasked Estep 
Score: -18991854.000000 Penalty: 2952.699951
	Iteration 0F: 2 clusters Score -1.899185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 73566 members 
Entering Unmasked Estep 
Score: -18894000.000000 Penalty: 5905.399902
	Iteration 0F: 3 clusters Score -1.8894e+07 nChanged 70889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83535 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -18936470.000000 Penalty: 5905.399902
	Iteration 1F: 3 clusters Score -1.893647e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89264 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -18939144.000000 Penalty: 5905.399902
	Iteration 2Q: 3 clusters Score -1.893914e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97779 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -18944042.000000 Penalty: 5905.399902
	Iteration 3F: 3 clusters Score -1.894404e+07 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109573 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -18952646.000000 Penalty: 5905.399902
	Iteration 4F: 3 clusters Score -1.895265e+07 nChanged 13926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123473 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -18965418.000000 Penalty: 5905.399902
	Iteration 5F: 3 clusters Score -1.896542e+07 nChanged 12747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136206 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -18978950.000000 Penalty: 5905.399902
	Iteration 6F: 3 clusters Score -1.897895e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143814 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -18986354.000000 Penalty: 5905.399902
	Iteration 7F: 3 clusters Score -1.898635e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146709 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -18988632.000000 Penalty: 5905.399902
	Iteration 8Q: 3 clusters Score -1.898863e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147550 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -18989084.000000 Penalty: 5905.399902
	Iteration 9Q: 3 clusters Score -1.898908e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147757 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -18989214.000000 Penalty: 5905.399902
	Iteration 10Q: 3 clusters Score -1.898921e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147825 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -18989328.000000 Penalty: 5905.399902
	Iteration 11Q: 3 clusters Score -1.898933e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147850 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18989372.000000 Penalty: 5905.399902
	Iteration 12Q: 3 clusters Score -1.898937e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147866 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -18989408.000000 Penalty: 5905.399902
	Iteration 13Q: 3 clusters Score -1.898941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147868 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -18989414.000000 Penalty: 5905.399902
	Iteration 14Q: 3 clusters Score -1.898941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147871 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -18989436.000000 Penalty: 5905.399902
	Iteration 15Q: 3 clusters Score -1.898944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147867 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -18989446.000000 Penalty: 5905.399902
	Iteration 16Q: 3 clusters Score -1.898945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147867 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -18989454.000000 Penalty: 5905.399902
	Iteration 17Q: 3 clusters Score -1.898945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147870 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -18989460.000000 Penalty: 5905.399902
	Iteration 18Q: 3 clusters Score -1.898946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147871 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -18989480.000000 Penalty: 5905.399902
	Iteration 19Q: 3 clusters Score -1.898948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147873 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -18989480.000000 Penalty: 5905.399902
	Iteration 20F: 3 clusters Score -1.898948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147874 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -18989486.000000 Penalty: 5905.399902
	Iteration 21Q: 3 clusters Score -1.898949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147874 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -18989486.000000 Penalty: 5905.399902
	Iteration 22F: 3 clusters Score -1.898949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Entering Unmasked Estep 
Score: -270651.625000 Penalty: 1904.454346
	Iteration 0F: 2 clusters Score -270651.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -267903.968750 Penalty: 3808.908691
	Iteration 0F: 3 clusters Score -267904 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -268386.656250 Penalty: 3808.908691
	Iteration 1F: 3 clusters Score -268386.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -268495.687500 Penalty: 3808.908691
	Iteration 2F: 3 clusters Score -268495.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -268563.406250 Penalty: 3808.908691
	Iteration 3Q: 3 clusters Score -268563.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -268603.250000 Penalty: 3808.908691
	Iteration 4Q: 3 clusters Score -268603.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -268632.406250 Penalty: 3808.908691
	Iteration 5Q: 3 clusters Score -268632.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -268650.343750 Penalty: 3808.908691
	Iteration 6Q: 3 clusters Score -268650.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -268666.968750 Penalty: 3808.908691
	Iteration 7Q: 3 clusters Score -268667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -268682.187500 Penalty: 3808.908691
	Iteration 8Q: 3 clusters Score -268682.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -268695.562500 Penalty: 3808.908691
	Iteration 9Q: 3 clusters Score -268695.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -268712.000000 Penalty: 3808.908691
	Iteration 10Q: 3 clusters Score -268712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -268728.718750 Penalty: 3808.908691
	Iteration 11Q: 3 clusters Score -268728.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -268740.437500 Penalty: 3808.908691
	Iteration 12Q: 3 clusters Score -268740.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -268748.000000 Penalty: 3808.908691
	Iteration 13Q: 3 clusters Score -268748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -268755.281250 Penalty: 3808.908691
	Iteration 14Q: 3 clusters Score -268755.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -268760.187500 Penalty: 3808.908691
	Iteration 15Q: 3 clusters Score -268760.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -268762.562500 Penalty: 3808.908691
	Iteration 16Q: 3 clusters Score -268762.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -268764.125000 Penalty: 3808.908691
	Iteration 17Q: 3 clusters Score -268764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -268764.906250 Penalty: 3808.908691
	Iteration 18Q: 3 clusters Score -268764.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -268765.437500 Penalty: 3808.908691
	Iteration 19Q: 3 clusters Score -268765.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -268765.437500 Penalty: 3808.908691
	Iteration 20F: 3 clusters Score -268765.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -244168.828125 Penalty: 1880.771606
	Iteration 0F: 2 clusters Score -244168.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -241611.453125 Penalty: 3761.543213
	Iteration 0F: 3 clusters Score -241611.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -242065.828125 Penalty: 3761.543213
	Iteration 1F: 3 clusters Score -242065.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -242225.984375 Penalty: 3761.543213
	Iteration 2F: 3 clusters Score -242226 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -242318.843750 Penalty: 3761.543213
	Iteration 3Q: 3 clusters Score -242318.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -242373.375000 Penalty: 3761.543213
	Iteration 4Q: 3 clusters Score -242373.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -242424.062500 Penalty: 3761.543213
	Iteration 5Q: 3 clusters Score -242424.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -242456.218750 Penalty: 3761.543213
	Iteration 6Q: 3 clusters Score -242456.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -242477.171875 Penalty: 3761.543213
	Iteration 7Q: 3 clusters Score -242477.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -242493.875000 Penalty: 3761.543213
	Iteration 8Q: 3 clusters Score -242493.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -242509.296875 Penalty: 3761.543213
	Iteration 9Q: 3 clusters Score -242509.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -242523.953125 Penalty: 3761.543213
	Iteration 10Q: 3 clusters Score -242524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -242534.437500 Penalty: 3761.543213
	Iteration 11Q: 3 clusters Score -242534.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -242545.031250 Penalty: 3761.543213
	Iteration 12Q: 3 clusters Score -242545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -242553.765625 Penalty: 3761.543213
	Iteration 13Q: 3 clusters Score -242553.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -242562.671875 Penalty: 3761.543213
	Iteration 14Q: 3 clusters Score -242562.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -242576.718750 Penalty: 3761.543213
	Iteration 15Q: 3 clusters Score -242576.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -242594.609375 Penalty: 3761.543213
	Iteration 16Q: 3 clusters Score -242594.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -242611.390625 Penalty: 3761.543213
	Iteration 17Q: 3 clusters Score -242611.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -242624.328125 Penalty: 3761.543213
	Iteration 18Q: 3 clusters Score -242624.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -242634.671875 Penalty: 3761.543213
	Iteration 19Q: 3 clusters Score -242634.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -242640.296875 Penalty: 3761.543213
	Iteration 20F: 3 clusters Score -242640.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -242645.812500 Penalty: 3761.543213
	Iteration 21Q: 3 clusters Score -242645.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -242650.796875 Penalty: 3761.543213
	Iteration 22Q: 3 clusters Score -242650.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -242658.015625 Penalty: 3761.543213
	Iteration 23Q: 3 clusters Score -242658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -242667.390625 Penalty: 3761.543213
	Iteration 24Q: 3 clusters Score -242667.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -242674.843750 Penalty: 3761.543213
	Iteration 25Q: 3 clusters Score -242674.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -242681.140625 Penalty: 3761.543213
	Iteration 26Q: 3 clusters Score -242681.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -242684.078125 Penalty: 3761.543213
	Iteration 27Q: 3 clusters Score -242684.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -242686.468750 Penalty: 3761.543213
	Iteration 28Q: 3 clusters Score -242686.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -242689.000000 Penalty: 3761.543213
	Iteration 29Q: 3 clusters Score -242689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -242693.531250 Penalty: 3761.543213
	Iteration 30Q: 3 clusters Score -242693.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -242698.109375 Penalty: 3761.543213
	Iteration 31Q: 3 clusters Score -242698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -242699.875000 Penalty: 3761.543213
	Iteration 32Q: 3 clusters Score -242699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -242701.281250 Penalty: 3761.543213
	Iteration 33Q: 3 clusters Score -242701.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -242701.281250 Penalty: 3761.543213
	Iteration 34F: 3 clusters Score -242701.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 58467 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 37538 members 
Mstep: Class 5 contains 15733 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 152290 members 
Mstep: Class 8 contains 90202 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 123746 members 
Mstep: Class 11 contains 9442 members 
Mstep: Class 12 contains 150339 members 
Mstep: Class 13 contains 6107 members 
Mstep: Class 14 contains 175355 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 62790 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 78590 members 
Mstep: Class 19 contains 9069 members 
Mstep: Class 20 contains 140055 members 
Mstep: Class 21 contains 148160 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298016.000000 Penalty: 83749.968750
Iteration 119Q: 25 clusters Score -1.61298e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 58404 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 37604 members 
Mstep: Class 5 contains 15754 members 
Mstep: Class 6 contains 467 members 
Mstep: Class 7 contains 152218 members 
Mstep: Class 8 contains 90406 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 123537 members 
Mstep: Class 11 contains 9448 members 
Mstep: Class 12 contains 150375 members 
Mstep: Class 13 contains 6095 members 
Mstep: Class 14 contains 175295 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 62624 members 
Mstep: Class 17 contains 24978 members 
Mstep: Class 18 contains 78585 members 
Mstep: Class 19 contains 9190 members 
Mstep: Class 20 contains 140061 members 
Mstep: Class 21 contains 148183 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298544.000000 Penalty: 83749.968750
Iteration 120F: 25 clusters Score -1.612985e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 58350 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 37651 members 
Mstep: Class 5 contains 15779 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 152195 members 
Mstep: Class 8 contains 90617 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 123322 members 
Mstep: Class 11 contains 9445 members 
Mstep: Class 12 contains 150407 members 
Mstep: Class 13 contains 6077 members 
Mstep: Class 14 contains 175202 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 62453 members 
Mstep: Class 17 contains 25090 members 
Mstep: Class 18 contains 78567 members 
Mstep: Class 19 contains 9317 members 
Mstep: Class 20 contains 140080 members 
Mstep: Class 21 contains 148207 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298528.000000 Penalty: 83749.968750
Iteration 121Q: 25 clusters Score -1.612985e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 58296 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 37684 members 
Mstep: Class 5 contains 15807 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 152192 members 
Mstep: Class 8 contains 90816 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 123116 members 
Mstep: Class 11 contains 9442 members 
Mstep: Class 12 contains 150433 members 
Mstep: Class 13 contains 6067 members 
Mstep: Class 14 contains 175096 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 62282 members 
Mstep: Class 17 contains 25200 members 
Mstep: Class 18 contains 78538 members 
Mstep: Class 19 contains 9437 members 
Mstep: Class 20 contains 140105 members 
Mstep: Class 21 contains 148249 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298688.000000 Penalty: 83749.968750
Iteration 122Q: 25 clusters Score -1.612987e+08 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 58223 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 37712 members 
Mstep: Class 5 contains 15830 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 152221 members 
Mstep: Class 8 contains 91003 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 122901 members 
Mstep: Class 11 contains 9440 members 
Mstep: Class 12 contains 150420 members 
Mstep: Class 13 contains 6056 members 
Mstep: Class 14 contains 175005 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 62124 members 
Mstep: Class 17 contains 25307 members 
Mstep: Class 18 contains 78525 members 
Mstep: Class 19 contains 9528 members 
Mstep: Class 20 contains 140135 members 
Mstep: Class 21 contains 148330 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298720.000000 Penalty: 83749.968750
Iteration 123Q: 25 clusters Score -1.612987e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 58163 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 37744 members 
Mstep: Class 5 contains 15834 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 152239 members 
Mstep: Class 8 contains 91165 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 122697 members 
Mstep: Class 11 contains 9440 members 
Mstep: Class 12 contains 150420 members 
Mstep: Class 13 contains 6042 members 
Mstep: Class 14 contains 174918 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 61974 members 
Mstep: Class 17 contains 25404 members 
Mstep: Class 18 contains 78516 members 
Mstep: Class 19 contains 9631 members 
Mstep: Class 20 contains 140145 members 
Mstep: Class 21 contains 148429 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298592.000000 Penalty: 83749.968750
Iteration 124Q: 25 clusters Score -1.612986e+08 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 58099 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 37784 members 
Mstep: Class 5 contains 15851 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 152263 members 
Mstep: Class 8 contains 91345 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 122500 members 
Mstep: Class 11 contains 9445 members 
Mstep: Class 12 contains 150420 members 
Mstep: Class 13 contains 6028 members 
Mstep: Class 14 contains 174856 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 61819 members 
Mstep: Class 17 contains 25488 members 
Mstep: Class 18 contains 78516 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 140161 members 
Mstep: Class 21 contains 148451 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298992.000000 Penalty: 83749.968750
Iteration 125Q: 25 clusters Score -1.61299e+08 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 58036 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 37823 members 
Mstep: Class 5 contains 15862 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 152265 members 
Mstep: Class 8 contains 91520 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 122276 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 150426 members 
Mstep: Class 13 contains 6019 members 
Mstep: Class 14 contains 174808 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 61704 members 
Mstep: Class 17 contains 25557 members 
Mstep: Class 18 contains 78492 members 
Mstep: Class 19 contains 9827 members 
Mstep: Class 20 contains 140218 members 
Mstep: Class 21 contains 148477 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299504.000000 Penalty: 83749.968750
Iteration 126Q: 25 clusters Score -1.612995e+08 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 57962 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 37866 members 
Mstep: Class 5 contains 15882 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 152224 members 
Mstep: Class 8 contains 91695 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 122089 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 150413 members 
Mstep: Class 13 contains 6014 members 
Mstep: Class 14 contains 174772 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 61581 members 
Mstep: Class 17 contains 25629 members 
Mstep: Class 18 contains 78479 members 
Mstep: Class 19 contains 9916 members 
Mstep: Class 20 contains 140290 members 
Mstep: Class 21 contains 148493 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299472.000000 Penalty: 83749.968750
Iteration 127Q: 25 clusters Score -1.612995e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 57893 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 37902 members 
Mstep: Class 5 contains 15901 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 152174 members 
Mstep: Class 8 contains 91859 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 121886 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 150396 members 
Mstep: Class 13 contains 6010 members 
Mstep: Class 14 contains 174745 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 61478 members 
Mstep: Class 17 contains 25706 members 
Mstep: Class 18 contains 78474 members 
Mstep: Class 19 contains 10025 members 
Mstep: Class 20 contains 140316 members 
Mstep: Class 21 contains 148540 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299536.000000 Penalty: 83749.968750
Iteration 128Q: 25 clusters Score -1.612995e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 57823 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 37933 members 
Mstep: Class 5 contains 15915 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 152173 members 
Mstep: Class 8 contains 92023 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 121661 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 150397 members 
Mstep: Class 13 contains 6007 members 
Mstep: Class 14 contains 174703 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 61364 members 
Mstep: Class 17 contains 25793 members 
Mstep: Class 18 contains 78477 members 
Mstep: Class 19 contains 10109 members 
Mstep: Class 20 contains 140350 members 
Mstep: Class 21 contains 148573 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299392.000000 Penalty: 83749.968750
Iteration 129Q: 25 clusters Score -1.612994e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 57739 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 37957 members 
Mstep: Class 5 contains 15931 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 152173 members 
Mstep: Class 8 contains 92204 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 121450 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 150395 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 174632 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 61255 members 
Mstep: Class 17 contains 25895 members 
Mstep: Class 18 contains 78478 members 
Mstep: Class 19 contains 10192 members 
Mstep: Class 20 contains 140386 members 
Mstep: Class 21 contains 148605 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299168.000000 Penalty: 83749.968750
Iteration 130Q: 25 clusters Score -1.612992e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 57685 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 37981 members 
Mstep: Class 5 contains 15949 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 152141 members 
Mstep: Class 8 contains 92373 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 121250 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 150440 members 
Mstep: Class 13 contains 6003 members 
Mstep: Class 14 contains 174568 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 61129 members 
Mstep: Class 17 contains 25984 members 
Mstep: Class 18 contains 78471 members 
Mstep: Class 19 contains 10260 members 
Mstep: Class 20 contains 140428 members 
Mstep: Class 21 contains 148637 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298976.000000 Penalty: 83749.968750
Iteration 131Q: 25 clusters Score -1.61299e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 57634 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 37996 members 
Mstep: Class 5 contains 15965 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 152103 members 
Mstep: Class 8 contains 92547 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 121055 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 150457 members 
Mstep: Class 13 contains 6000 members 
Mstep: Class 14 contains 174514 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 60989 members 
Mstep: Class 17 contains 26067 members 
Mstep: Class 18 contains 78467 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 140487 members 
Mstep: Class 21 contains 148686 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299072.000000 Penalty: 83749.968750
Iteration 132Q: 25 clusters Score -1.612991e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 57593 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 38028 members 
Mstep: Class 5 contains 15969 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 152018 members 
Mstep: Class 8 contains 92686 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 120862 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 150486 members 
Mstep: Class 13 contains 5998 members 
Mstep: Class 14 contains 174429 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 60878 members 
Mstep: Class 17 contains 26140 members 
Mstep: Class 18 contains 78479 members 
Mstep: Class 19 contains 10445 members 
Mstep: Class 20 contains 140525 members 
Mstep: Class 21 contains 148765 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299616.000000 Penalty: 83749.968750
Iteration 133Q: 25 clusters Score -1.612996e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 57558 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 38056 members 
Mstep: Class 5 contains 15976 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151994 members 
Mstep: Class 8 contains 92833 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 120696 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 150490 members 
Mstep: Class 13 contains 5995 members 
Mstep: Class 14 contains 174348 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 60746 members 
Mstep: Class 17 contains 26211 members 
Mstep: Class 18 contains 78488 members 
Mstep: Class 19 contains 10532 members 
Mstep: Class 20 contains 140548 members 
Mstep: Class 21 contains 148829 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299408.000000 Penalty: 83749.968750
Iteration 134Q: 25 clusters Score -1.612994e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 57517 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 38088 members 
Mstep: Class 5 contains 15989 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151984 members 
Mstep: Class 8 contains 92981 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 120559 members 
Mstep: Class 11 contains 9450 members 
Mstep: Class 12 contains 150502 members 
Mstep: Class 13 contains 5991 members 
Mstep: Class 14 contains 174295 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 60613 members 
Mstep: Class 17 contains 26275 members 
Mstep: Class 18 contains 78495 members 
Mstep: Class 19 contains 10629 members 
Mstep: Class 20 contains 140565 members 
Mstep: Class 21 contains 148823 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299648.000000 Penalty: 83749.968750
Iteration 135Q: 25 clusters Score -1.612996e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 57481 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 38137 members 
Mstep: Class 5 contains 15992 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151981 members 
Mstep: Class 8 contains 93154 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 120407 members 
Mstep: Class 11 contains 9449 members 
Mstep: Class 12 contains 150506 members 
Mstep: Class 13 contains 5985 members 
Mstep: Class 14 contains 174242 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 60478 members 
Mstep: Class 17 contains 26338 members 
Mstep: Class 18 contains 78494 members 
Mstep: Class 19 contains 10725 members 
Mstep: Class 20 contains 140591 members 
Mstep: Class 21 contains 148797 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299824.000000 Penalty: 83749.968750
Iteration 136Q: 25 clusters Score -1.612998e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 57450 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 38177 members 
Mstep: Class 5 contains 16006 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151954 members 
Mstep: Class 8 contains 93338 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 120267 members 
Mstep: Class 11 contains 9447 members 
Mstep: Class 12 contains 150472 members 
Mstep: Class 13 contains 5981 members 
Mstep: Class 14 contains 174199 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 60345 members 
Mstep: Class 17 contains 26399 members 
Mstep: Class 18 contains 78488 members 
Mstep: Class 19 contains 10809 members 
Mstep: Class 20 contains 140626 members 
Mstep: Class 21 contains 148797 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299744.000000 Penalty: 83749.968750
Iteration 137Q: 25 clusters Score -1.612997e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 57417 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 38198 members 
Mstep: Class 5 contains 16012 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151963 members 
Mstep: Class 8 contains 93519 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 120137 members 
Mstep: Class 11 contains 9445 members 
Mstep: Class 12 contains 150443 members 
Mstep: Class 13 contains 5978 members 
Mstep: Class 14 contains 174186 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 60193 members 
Mstep: Class 17 contains 26456 members 
Mstep: Class 18 contains 78482 members 
Mstep: Class 19 contains 10877 members 
Mstep: Class 20 contains 140664 members 
Mstep: Class 21 contains 148784 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299856.000000 Penalty: 83749.968750
Iteration 138Q: 25 clusters Score -1.612999e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 57384 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 38218 members 
Mstep: Class 5 contains 16029 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151988 members 
Mstep: Class 8 contains 93720 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 120004 members 
Mstep: Class 11 contains 9445 members 
Mstep: Class 12 contains 150414 members 
Mstep: Class 13 contains 5975 members 
Mstep: Class 14 contains 174179 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 60011 members 
Mstep: Class 17 contains 26517 members 
Mstep: Class 18 contains 78471 members 
Mstep: Class 19 contains 10942 members 
Mstep: Class 20 contains 140699 members 
Mstep: Class 21 contains 148757 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299888.000000 Penalty: 83749.968750
Iteration 139Q: 25 clusters Score -1.612999e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 57348 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 38250 members 
Mstep: Class 5 contains 16037 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151973 members 
Mstep: Class 8 contains 93910 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 119876 members 
Mstep: Class 11 contains 9446 members 
Mstep: Class 12 contains 150409 members 
Mstep: Class 13 contains 5970 members 
Mstep: Class 14 contains 174176 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 59838 members 
Mstep: Class 17 contains 26569 members 
Mstep: Class 18 contains 78458 members 
Mstep: Class 19 contains 10994 members 
Mstep: Class 20 contains 140743 members 
Mstep: Class 21 contains 148757 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299936.000000 Penalty: 83749.968750
Iteration 140F: 25 clusters Score -1.612999e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 57317 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 38283 members 
Mstep: Class 5 contains 16053 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151982 members 
Mstep: Class 8 contains 94126 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 119750 members 
Mstep: Class 11 contains 9440 members 
Mstep: Class 12 contains 150392 members 
Mstep: Class 13 contains 5965 members 
Mstep: Class 14 contains 174131 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 59671 members 
Mstep: Class 17 contains 26620 members 
Mstep: Class 18 contains 78442 members 
Mstep: Class 19 contains 11032 members 
Mstep: Class 20 contains 140777 members 
Mstep: Class 21 contains 148774 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299760.000000 Penalty: 83749.968750
Iteration 141Q: 25 clusters Score -1.612998e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 57292 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 38308 members 
Mstep: Class 5 contains 16060 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151994 members 
Mstep: Class 8 contains 94373 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 119648 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 150384 members 
Mstep: Class 13 contains 5960 members 
Mstep: Class 14 contains 174083 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 59461 members 
Mstep: Class 17 contains 26659 members 
Mstep: Class 18 contains 78440 members 
Mstep: Class 19 contains 11095 members 
Mstep: Class 20 contains 140824 members 
Mstep: Class 21 contains 148730 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299744.000000 Penalty: 83749.968750
Iteration 142Q: 25 clusters Score -1.612997e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 57262 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 38336 members 
Mstep: Class 5 contains 16070 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151994 members 
Mstep: Class 8 contains 94599 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 119524 members 
Mstep: Class 11 contains 9441 members 
Mstep: Class 12 contains 150385 members 
Mstep: Class 13 contains 5957 members 
Mstep: Class 14 contains 174056 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 59252 members 
Mstep: Class 17 contains 26698 members 
Mstep: Class 18 contains 78449 members 
Mstep: Class 19 contains 11161 members 
Mstep: Class 20 contains 140855 members 
Mstep: Class 21 contains 148716 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299392.000000 Penalty: 83749.968750
Iteration 143Q: 25 clusters Score -1.612994e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 57231 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 38348 members 
Mstep: Class 5 contains 16077 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 152003 members 
Mstep: Class 8 contains 94813 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 119413 members 
Mstep: Class 11 contains 9441 members 
Mstep: Class 12 contains 150380 members 
Mstep: Class 13 contains 5953 members 
Mstep: Class 14 contains 174033 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 59049 members 
Mstep: Class 17 contains 26732 members 
Mstep: Class 18 contains 78446 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 140883 members 
Mstep: Class 21 contains 148729 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299664.000000 Penalty: 83749.968750
Iteration 144Q: 25 clusters Score -1.612997e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 57201 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 38356 members 
Mstep: Class 5 contains 16086 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 152008 members 
Mstep: Class 8 contains 95028 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 119305 members 
Mstep: Class 11 contains 9446 members 
Mstep: Class 12 contains 150368 members 
Mstep: Class 13 contains 5951 members 
Mstep: Class 14 contains 173988 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 58870 members 
Mstep: Class 17 contains 26764 members 
Mstep: Class 18 contains 78446 members 
Mstep: Class 19 contains 11299 members 
Mstep: Class 20 contains 140898 members 
Mstep: Class 21 contains 148741 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299744.000000 Penalty: 83749.968750
Iteration 145Q: 25 clusters Score -1.612997e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 57172 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 38383 members 
Mstep: Class 5 contains 16095 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151993 members 
Mstep: Class 8 contains 95232 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 119193 members 
Mstep: Class 11 contains 9450 members 
Mstep: Class 12 contains 150373 members 
Mstep: Class 13 contains 5947 members 
Mstep: Class 14 contains 173943 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 58691 members 
Mstep: Class 17 contains 26801 members 
Mstep: Class 18 contains 78440 members 
Mstep: Class 19 contains 11385 members 
Mstep: Class 20 contains 140911 members 
Mstep: Class 21 contains 148746 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299504.000000 Penalty: 83749.968750
Iteration 146Q: 25 clusters Score -1.612995e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 57156 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 38410 members 
Mstep: Class 5 contains 16085 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151991 members 
Mstep: Class 8 contains 95414 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 119088 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 150392 members 
Mstep: Class 13 contains 5939 members 
Mstep: Class 14 contains 173922 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 58494 members 
Mstep: Class 17 contains 26840 members 
Mstep: Class 18 contains 78449 members 
Mstep: Class 19 contains 11480 members 
Mstep: Class 20 contains 140931 members 
Mstep: Class 21 contains 148712 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299840.000000 Penalty: 83749.968750
Iteration 147Q: 25 clusters Score -1.612998e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 57124 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 38429 members 
Mstep: Class 5 contains 16078 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 152008 members 
Mstep: Class 8 contains 95615 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 118960 members 
Mstep: Class 11 contains 9449 members 
Mstep: Class 12 contains 150404 members 
Mstep: Class 13 contains 5934 members 
Mstep: Class 14 contains 173913 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 58258 members 
Mstep: Class 17 contains 26886 members 
Mstep: Class 18 contains 78455 members 
Mstep: Class 19 contains 11556 members 
Mstep: Class 20 contains 140958 members 
Mstep: Class 21 contains 148729 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299872.000000 Penalty: 83749.968750
Iteration 148Q: 25 clusters Score -1.612999e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 57101 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 38457 members 
Mstep: Class 5 contains 16066 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 152012 members 
Mstep: Class 8 contains 95805 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 118836 members 
Mstep: Class 11 contains 9448 members 
Mstep: Class 12 contains 150405 members 
Mstep: Class 13 contains 5933 members 
Mstep: Class 14 contains 173886 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 58063 members 
Mstep: Class 17 contains 26918 members 
Mstep: Class 18 contains 78454 members 
Mstep: Class 19 contains 11655 members 
Mstep: Class 20 contains 140978 members 
Mstep: Class 21 contains 148739 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299904.000000 Penalty: 83749.968750
Iteration 149Q: 25 clusters Score -1.612999e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 57070 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 38479 members 
Mstep: Class 5 contains 16071 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 152005 members 
Mstep: Class 8 contains 96036 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 118681 members 
Mstep: Class 11 contains 9448 members 
Mstep: Class 12 contains 150406 members 
Mstep: Class 13 contains 5931 members 
Mstep: Class 14 contains 173865 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 57850 members 
Mstep: Class 17 contains 26952 members 
Mstep: Class 18 contains 78455 members 
Mstep: Class 19 contains 11747 members 
Mstep: Class 20 contains 140985 members 
Mstep: Class 21 contains 148775 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299712.000000 Penalty: 83749.968750
Iteration 150Q: 25 clusters Score -1.612997e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 57040 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 38494 members 
Mstep: Class 5 contains 16073 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 152014 members 
Mstep: Class 8 contains 96281 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 118541 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 150398 members 
Mstep: Class 13 contains 5926 members 
Mstep: Class 14 contains 173826 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 57627 members 
Mstep: Class 17 contains 26999 members 
Mstep: Class 18 contains 78452 members 
Mstep: Class 19 contains 11854 members 
Mstep: Class 20 contains 140995 members 
Mstep: Class 21 contains 148791 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299776.000000 Penalty: 83749.968750
Iteration 151Q: 25 clusters Score -1.612998e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 56997 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 38507 members 
Mstep: Class 5 contains 16090 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151988 members 
Mstep: Class 8 contains 96496 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 118415 members 
Mstep: Class 11 contains 9443 members 
Mstep: Class 12 contains 150391 members 
Mstep: Class 13 contains 5924 members 
Mstep: Class 14 contains 173771 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 57441 members 
Mstep: Class 17 contains 27053 members 
Mstep: Class 18 contains 78448 members 
Mstep: Class 19 contains 11961 members 
Mstep: Class 20 contains 141005 members 
Mstep: Class 21 contains 148825 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299808.000000 Penalty: 83749.968750
Iteration 152Q: 25 clusters Score -1.612998e+08 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 56971 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 38535 members 
Mstep: Class 5 contains 16103 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151980 members 
Mstep: Class 8 contains 96731 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 118293 members 
Mstep: Class 11 contains 9443 members 
Mstep: Class 12 contains 150395 members 
Mstep: Class 13 contains 5918 members 
Mstep: Class 14 contains 173671 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 57252 members 
Mstep: Class 17 contains 27089 members 
Mstep: Class 18 contains 78439 members 
Mstep: Class 19 contains 12090 members 
Mstep: Class 20 contains 141002 members 
Mstep: Class 21 contains 148842 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299824.000000 Penalty: 83749.968750
Iteration 153Q: 25 clusters Score -1.612998e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 56930 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 38559 members 
Mstep: Class 5 contains 16110 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151982 members 
Mstep: Class 8 contains 96945 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 118178 members 
Mstep: Class 11 contains 9438 members 
Mstep: Class 12 contains 150381 members 
Mstep: Class 13 contains 5916 members 
Mstep: Class 14 contains 173604 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 57062 members 
Mstep: Class 17 contains 27149 members 
Mstep: Class 18 contains 78431 members 
Mstep: Class 19 contains 12217 members 
Mstep: Class 20 contains 141019 members 
Mstep: Class 21 contains 148832 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161299920.000000 Penalty: 83749.968750
Iteration 154Q: 25 clusters Score -1.612999e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 56890 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 38579 members 
Mstep: Class 5 contains 16132 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151971 members 
Mstep: Class 8 contains 97147 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 118072 members 
Mstep: Class 11 contains 9430 members 
Mstep: Class 12 contains 150342 members 
Mstep: Class 13 contains 5912 members 
Mstep: Class 14 contains 173550 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 56920 members 
Mstep: Class 17 contains 27209 members 
Mstep: Class 18 contains 78423 members 
Mstep: Class 19 contains 12348 members 
Mstep: Class 20 contains 141021 members 
Mstep: Class 21 contains 148808 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300160.000000 Penalty: 83749.968750
Iteration 155Q: 25 clusters Score -1.613002e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 56845 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 38588 members 
Mstep: Class 5 contains 16133 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151966 members 
Mstep: Class 8 contains 97358 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 117948 members 
Mstep: Class 11 contains 9427 members 
Mstep: Class 12 contains 150314 members 
Mstep: Class 13 contains 5906 members 
Mstep: Class 14 contains 173504 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 56769 members 
Mstep: Class 17 contains 27270 members 
Mstep: Class 18 contains 78423 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 141039 members 
Mstep: Class 21 contains 148786 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300144.000000 Penalty: 83749.968750
Iteration 156Q: 25 clusters Score -1.613001e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 56819 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 38593 members 
Mstep: Class 5 contains 16119 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151957 members 
Mstep: Class 8 contains 97562 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 117824 members 
Mstep: Class 11 contains 9428 members 
Mstep: Class 12 contains 150314 members 
Mstep: Class 13 contains 5900 members 
Mstep: Class 14 contains 173467 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 56629 members 
Mstep: Class 17 contains 27317 members 
Mstep: Class 18 contains 78429 members 
Mstep: Class 19 contains 12603 members 
Mstep: Class 20 contains 141048 members 
Mstep: Class 21 contains 148742 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300416.000000 Penalty: 83749.968750
Iteration 157Q: 25 clusters Score -1.613004e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 56795 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 38608 members 
Mstep: Class 5 contains 16122 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151954 members 
Mstep: Class 8 contains 97761 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 117677 members 
Mstep: Class 11 contains 9428 members 
Mstep: Class 12 contains 150304 members 
Mstep: Class 13 contains 5892 members 
Mstep: Class 14 contains 173425 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 56479 members 
Mstep: Class 17 contains 27363 members 
Mstep: Class 18 contains 78422 members 
Mstep: Class 19 contains 12747 members 
Mstep: Class 20 contains 141064 members 
Mstep: Class 21 contains 148708 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300448.000000 Penalty: 83749.968750
Iteration 158Q: 25 clusters Score -1.613004e+08 nChanged 1421
Entering ConstructFrom: 
Score: -161300448.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -95937.179688 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -95937.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -94111.085938 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -94111.09 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -94477.734375 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -94477.73 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -94708.765625 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -94708.77 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -94929.421875 Penalty: 3363.404785
	Iteration 3F: 3 clusters Score -94929.42 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95194.140625 Penalty: 3363.404785
	Iteration 4F: 3 clusters Score -95194.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95428.117188 Penalty: 3363.404785
	Iteration 5F: 3 clusters Score -95428.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95534.015625 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -95534.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95619.929688 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -95619.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -95707.296875 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -95707.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -95797.273438 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -95797.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -95847.054688 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -95847.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -95875.937500 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -95875.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -95890.242188 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -95890.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -95900.335938 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -95900.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -95905.515625 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -95905.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -95909.476562 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -95909.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -95909.476562 Penalty: 3363.404785
	Iteration 16F: 3 clusters Score -95909.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Entering Unmasked Estep 
Score: -7014084.500000 Penalty: 2714.740479
	Iteration 0F: 2 clusters Score -7014084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -6975939.500000 Penalty: 5429.480957
	Iteration 0F: 3 clusters Score -6975940 nChanged 26245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -6990564.500000 Penalty: 5429.480957
	Iteration 1F: 3 clusters Score -6990564 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -6991166.500000 Penalty: 5429.480957
	Iteration 2Q: 3 clusters Score -6991166 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -6991790.000000 Penalty: 5429.480957
	Iteration 3Q: 3 clusters Score -6991790 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -6992731.500000 Penalty: 5429.480957
	Iteration 4Q: 3 clusters Score -6992732 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -6994186.500000 Penalty: 5429.480957
	Iteration 5F: 3 clusters Score -6994186 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -6996320.000000 Penalty: 5429.480957
	Iteration 6F: 3 clusters Score -6996320 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -6999541.500000 Penalty: 5429.480957
	Iteration 7F: 3 clusters Score -6999542 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -7003378.000000 Penalty: 5429.480957
	Iteration 8F: 3 clusters Score -7003378 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -7006965.000000 Penalty: 5429.480957
	Iteration 9F: 3 clusters Score -7006965 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -7009383.000000 Penalty: 5429.480957
	Iteration 10Q: 3 clusters Score -7009383 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7010690.000000 Penalty: 5429.480957
	Iteration 11Q: 3 clusters Score -7010690 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7011276.000000 Penalty: 5429.480957
	Iteration 12Q: 3 clusters Score -7011276 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7011543.500000 Penalty: 5429.480957
	Iteration 13Q: 3 clusters Score -7011544 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7011646.000000 Penalty: 5429.480957
	Iteration 14Q: 3 clusters Score -7011646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7011701.000000 Penalty: 5429.480957
	Iteration 15Q: 3 clusters Score -7011701 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7011741.500000 Penalty: 5429.480957
	Iteration 16Q: 3 clusters Score -7011742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7011754.500000 Penalty: 5429.480957
	Iteration 17Q: 3 clusters Score -7011754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7011775.500000 Penalty: 5429.480957
	Iteration 18Q: 3 clusters Score -7011776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7011794.500000 Penalty: 5429.480957
	Iteration 19Q: 3 clusters Score -7011794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7011798.000000 Penalty: 5429.480957
	Iteration 20F: 3 clusters Score -7011798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -129434.078125 Penalty: 1744.528198
	Iteration 0F: 2 clusters Score -129434.1 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 533 members 
Entering Unmasked Estep 
Score: -127500.562500 Penalty: 3489.056396
	Iteration 0F: 3 clusters Score -127500.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -127964.570312 Penalty: 3489.056396
	Iteration 1F: 3 clusters Score -127964.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -128157.609375 Penalty: 3489.056396
	Iteration 2F: 3 clusters Score -128157.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -128256.726562 Penalty: 3489.056396
	Iteration 3Q: 3 clusters Score -128256.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -128315.523438 Penalty: 3489.056396
	Iteration 4Q: 3 clusters Score -128315.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -128379.953125 Penalty: 3489.056396
	Iteration 5Q: 3 clusters Score -128380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -128461.585938 Penalty: 3489.056396
	Iteration 6Q: 3 clusters Score -128461.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -128537.851562 Penalty: 3489.056396
	Iteration 7Q: 3 clusters Score -128537.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -128617.437500 Penalty: 3489.056396
	Iteration 8Q: 3 clusters Score -128617.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -128683.054688 Penalty: 3489.056396
	Iteration 9Q: 3 clusters Score -128683.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -128753.125000 Penalty: 3489.056396
	Iteration 10Q: 3 clusters Score -128753.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -128777.156250 Penalty: 3489.056396
	Iteration 11Q: 3 clusters Score -128777.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -128799.773438 Penalty: 3489.056396
	Iteration 12Q: 3 clusters Score -128799.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -128816.359375 Penalty: 3489.056396
	Iteration 13Q: 3 clusters Score -128816.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -128835.640625 Penalty: 3489.056396
	Iteration 14Q: 3 clusters Score -128835.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -128840.812500 Penalty: 3489.056396
	Iteration 15Q: 3 clusters Score -128840.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -128848.273438 Penalty: 3489.056396
	Iteration 16Q: 3 clusters Score -128848.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -128851.265625 Penalty: 3489.056396
	Iteration 17Q: 3 clusters Score -128851.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -128851.796875 Penalty: 3489.056396
	Iteration 18Q: 3 clusters Score -128851.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -128852.992188 Penalty: 3489.056396
	Iteration 19Q: 3 clusters Score -128853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -128863.000000 Penalty: 3489.056396
	Iteration 20F: 3 clusters Score -128863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -128893.000000 Penalty: 3489.056396
	Iteration 21Q: 3 clusters Score -128893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -128906.460938 Penalty: 3489.056396
	Iteration 22Q: 3 clusters Score -128906.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -128916.937500 Penalty: 3489.056396
	Iteration 23Q: 3 clusters Score -128916.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -128937.054688 Penalty: 3489.056396
	Iteration 24Q: 3 clusters Score -128937.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -128945.640625 Penalty: 3489.056396
	Iteration 25Q: 3 clusters Score -128945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -128946.109375 Penalty: 3489.056396
	Iteration 26Q: 3 clusters Score -128946.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -128946.109375 Penalty: 3489.056396
	Iteration 27F: 3 clusters Score -128946.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Entering Unmasked Estep 
Score: -4952607.000000 Penalty: 2619.322510
	Iteration 0F: 2 clusters Score -4952607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -4926452.500000 Penalty: 5238.645020
	Iteration 0F: 3 clusters Score -4926452 nChanged 17627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -4935946.000000 Penalty: 5238.645020
	Iteration 1F: 3 clusters Score -4935946 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4936448.000000 Penalty: 5238.645020
	Iteration 2Q: 3 clusters Score -4936448 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -4936954.000000 Penalty: 5238.645020
	Iteration 3Q: 3 clusters Score -4936954 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -4937458.500000 Penalty: 5238.645020
	Iteration 4Q: 3 clusters Score -4937458 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -4938068.500000 Penalty: 5238.645020
	Iteration 5Q: 3 clusters Score -4938068 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -4938791.500000 Penalty: 5238.645020
	Iteration 6Q: 3 clusters Score -4938792 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -4939739.000000 Penalty: 5238.645020
	Iteration 7Q: 3 clusters Score -4939739 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4940853.000000 Penalty: 5238.645020
	Iteration 8Q: 3 clusters Score -4940853 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -4942224.500000 Penalty: 5238.645020
	Iteration 9F: 3 clusters Score -4942224 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -4943723.000000 Penalty: 5238.645020
	Iteration 10F: 3 clusters Score -4943723 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -4945199.000000 Penalty: 5238.645020
	Iteration 11F: 3 clusters Score -4945199 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -4946439.000000 Penalty: 5238.645020
	Iteration 12Q: 3 clusters Score -4946439 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -4947428.500000 Penalty: 5238.645020
	Iteration 13Q: 3 clusters Score -4947428 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -4948202.000000 Penalty: 5238.645020
	Iteration 14Q: 3 clusters Score -4948202 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -4948813.000000 Penalty: 5238.645020
	Iteration 15Q: 3 clusters Score -4948813 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -4949185.500000 Penalty: 5238.645020
	Iteration 16Q: 3 clusters Score -4949186 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -4949445.000000 Penalty: 5238.645020
	Iteration 17Q: 3 clusters Score -4949445 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4949649.500000 Penalty: 5238.645020
	Iteration 18Q: 3 clusters Score -4949650 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -4949781.500000 Penalty: 5238.645020
	Iteration 19Q: 3 clusters Score -4949782 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -4949870.500000 Penalty: 5238.645020
	Iteration 20F: 3 clusters Score -4949870 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4949923.000000 Penalty: 5238.645020
	Iteration 21Q: 3 clusters Score -4949923 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4949986.000000 Penalty: 5238.645020
	Iteration 22Q: 3 clusters Score -4949986 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4950039.500000 Penalty: 5238.645020
	Iteration 23Q: 3 clusters Score -4950040 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4950069.000000 Penalty: 5238.645020
	Iteration 24Q: 3 clusters Score -4950069 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4950096.500000 Penalty: 5238.645020
	Iteration 25Q: 3 clusters Score -4950096 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4950122.000000 Penalty: 5238.645020
	Iteration 26Q: 3 clusters Score -4950122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4950143.000000 Penalty: 5238.645020
	Iteration 27Q: 3 clusters Score -4950143 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4950156.500000 Penalty: 5238.645020
	Iteration 28Q: 3 clusters Score -4950156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4950160.500000 Penalty: 5238.645020
	Iteration 29Q: 3 clusters Score -4950160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4950184.000000 Penalty: 5238.645020
	Iteration 30Q: 3 clusters Score -4950184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4950187.500000 Penalty: 5238.645020
	Iteration 31Q: 3 clusters Score -4950188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4950193.500000 Penalty: 5238.645020
	Iteration 32Q: 3 clusters Score -4950194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4950208.500000 Penalty: 5238.645020
	Iteration 33Q: 3 clusters Score -4950208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4950219.000000 Penalty: 5238.645020
	Iteration 34Q: 3 clusters Score -4950219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4950225.000000 Penalty: 5238.645020
	Iteration 35Q: 3 clusters Score -4950225 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4950227.500000 Penalty: 5238.645020
	Iteration 36Q: 3 clusters Score -4950228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4950233.000000 Penalty: 5238.645020
	Iteration 37Q: 3 clusters Score -4950233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4950243.500000 Penalty: 5238.645020
	Iteration 38Q: 3 clusters Score -4950244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4950253.000000 Penalty: 5238.645020
	Iteration 39Q: 3 clusters Score -4950253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4950262.500000 Penalty: 5238.645020
	Iteration 40F: 3 clusters Score -4950262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4950280.000000 Penalty: 5238.645020
	Iteration 41Q: 3 clusters Score -4950280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4950287.500000 Penalty: 5238.645020
	Iteration 42Q: 3 clusters Score -4950288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4950287.000000 Penalty: 5238.645020
	Iteration 43Q: 3 clusters Score -4950287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4950302.500000 Penalty: 5238.645020
	Iteration 44Q: 3 clusters Score -4950302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4950314.500000 Penalty: 5238.645020
	Iteration 45Q: 3 clusters Score -4950314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4950318.000000 Penalty: 5238.645020
	Iteration 46Q: 3 clusters Score -4950318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4950318.500000 Penalty: 5238.645020
	Iteration 47Q: 3 clusters Score -4950318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4950321.000000 Penalty: 5238.645020
	Iteration 48Q: 3 clusters Score -4950321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4950322.000000 Penalty: 5238.645020
	Iteration 49Q: 3 clusters Score -4950322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4950315.500000 Penalty: 5238.645020
	Iteration 50Q: 3 clusters Score -4950316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4950319.500000 Penalty: 5238.645020
	Iteration 51Q: 3 clusters Score -4950320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4950326.500000 Penalty: 5238.645020
	Iteration 52Q: 3 clusters Score -4950326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4950327.500000 Penalty: 5238.645020
	Iteration 53Q: 3 clusters Score -4950328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4950328.500000 Penalty: 5238.645020
	Iteration 54Q: 3 clusters Score -4950328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4950326.500000 Penalty: 5238.645020
	Iteration 55Q: 3 clusters Score -4950326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4950327.500000 Penalty: 5238.645020
	Iteration 56Q: 3 clusters Score -4950328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4950327.500000 Penalty: 5238.645020
	Iteration 57F: 3 clusters Score -4950328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Entering Unmasked Estep 
Score: -2035593.375000 Penalty: 2402.562988
	Iteration 0F: 2 clusters Score -2035593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2024058.250000 Penalty: 4805.125977
	Iteration 0F: 3 clusters Score -2024058 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2027608.125000 Penalty: 4805.125977
	Iteration 1F: 3 clusters Score -2027608 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2027902.375000 Penalty: 4805.125977
	Iteration 2F: 3 clusters Score -2027902 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2028142.875000 Penalty: 4805.125977
	Iteration 3Q: 3 clusters Score -2028143 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2028329.250000 Penalty: 4805.125977
	Iteration 4Q: 3 clusters Score -2028329 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2028533.750000 Penalty: 4805.125977
	Iteration 5Q: 3 clusters Score -2028534 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2028742.625000 Penalty: 4805.125977
	Iteration 6Q: 3 clusters Score -2028743 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2028989.000000 Penalty: 4805.125977
	Iteration 7Q: 3 clusters Score -2028989 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2029322.000000 Penalty: 4805.125977
	Iteration 8Q: 3 clusters Score -2029322 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2029831.625000 Penalty: 4805.125977
	Iteration 9Q: 3 clusters Score -2029832 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2030526.875000 Penalty: 4805.125977
	Iteration 10F: 3 clusters Score -2030527 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2031337.250000 Penalty: 4805.125977
	Iteration 11F: 3 clusters Score -2031337 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2032059.125000 Penalty: 4805.125977
	Iteration 12F: 3 clusters Score -2032059 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2032641.375000 Penalty: 4805.125977
	Iteration 13Q: 3 clusters Score -2032641 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2032995.125000 Penalty: 4805.125977
	Iteration 14Q: 3 clusters Score -2032995 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2033190.750000 Penalty: 4805.125977
	Iteration 15Q: 3 clusters Score -2033191 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2033288.500000 Penalty: 4805.125977
	Iteration 16Q: 3 clusters Score -2033288 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2033357.375000 Penalty: 4805.125977
	Iteration 17Q: 3 clusters Score -2033357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2033402.000000 Penalty: 4805.125977
	Iteration 18Q: 3 clusters Score -2033402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2033423.375000 Penalty: 4805.125977
	Iteration 19Q: 3 clusters Score -2033423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2033442.500000 Penalty: 4805.125977
	Iteration 20F: 3 clusters Score -2033442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2033453.500000 Penalty: 4805.125977
	Iteration 21Q: 3 clusters Score -2033454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2033461.375000 Penalty: 4805.125977
	Iteration 22Q: 3 clusters Score -2033461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2033460.750000 Penalty: 4805.125977
	Iteration 23Q: 3 clusters Score -2033461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2033461.625000 Penalty: 4805.125977
	Iteration 24Q: 3 clusters Score -2033462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2033461.625000 Penalty: 4805.125977
	Iteration 25F: 3 clusters Score -2033462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -45003.832031 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -45003.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43596.117188 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -43596.12 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43906.730469 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -43906.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44078.933594 Penalty: 3023.529053
	Iteration 2F: 3 clusters Score -44078.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44163.257812 Penalty: 3023.529053
	Iteration 3F: 3 clusters Score -44163.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44263.746094 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -44263.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44324.992188 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -44324.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44392.523438 Penalty: 3023.529053
	Iteration 6Q: 3 clusters Score -44392.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44489.644531 Penalty: 3023.529053
	Iteration 7Q: 3 clusters Score -44489.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44563.355469 Penalty: 3023.529053
	Iteration 8Q: 3 clusters Score -44563.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44628.863281 Penalty: 3023.529053
	Iteration 9Q: 3 clusters Score -44628.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44734.343750 Penalty: 3023.529053
	Iteration 10Q: 3 clusters Score -44734.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44914.742188 Penalty: 3023.529053
	Iteration 11Q: 3 clusters Score -44914.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45219.550781 Penalty: 3023.529053
	Iteration 12Q: 3 clusters Score -45219.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45314.089844 Penalty: 3023.529053
	Iteration 13Q: 3 clusters Score -45314.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45420.289062 Penalty: 3023.529053
	Iteration 14Q: 3 clusters Score -45420.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45562.199219 Penalty: 3023.529053
	Iteration 15Q: 3 clusters Score -45562.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45562.199219 Penalty: 3023.529053
	Iteration 16F: 3 clusters Score -45562.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 56757 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 38630 members 
Mstep: Class 5 contains 16119 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 151920 members 
Mstep: Class 8 contains 97954 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 117538 members 
Mstep: Class 11 contains 9433 members 
Mstep: Class 12 contains 150304 members 
Mstep: Class 13 contains 5881 members 
Mstep: Class 14 contains 173380 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 56340 members 
Mstep: Class 17 contains 27416 members 
Mstep: Class 18 contains 78416 members 
Mstep: Class 19 contains 12895 members 
Mstep: Class 20 contains 141065 members 
Mstep: Class 21 contains 148703 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 156 members 
Entering Unmasked Estep 
Score: -161298656.000000 Penalty: 87239.546875
Splitting cluster 6 changes total score from -161300448.000000 to -161298656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (151920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151920 members 
Entering Unmasked Estep 
Score: -19367356.000000 Penalty: 2958.915039
	Iteration 0F: 2 clusters Score -1.936736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 75742 members 
Entering Unmasked Estep 
Score: -19266682.000000 Penalty: 5917.830078
	Iteration 0F: 3 clusters Score -1.926668e+07 nChanged 72459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78885 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -19308836.000000 Penalty: 5917.830078
	Iteration 1F: 3 clusters Score -1.930884e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -19309746.000000 Penalty: 5917.830078
	Iteration 2Q: 3 clusters Score -1.930975e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83205 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -19311002.000000 Penalty: 5917.830078
	Iteration 3Q: 3 clusters Score -1.9311e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -19313184.000000 Penalty: 5917.830078
	Iteration 4Q: 3 clusters Score -1.931318e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92468 members 
Mstep: Class 2 contains 59452 members 
Entering Unmasked Estep 
Score: -19316662.000000 Penalty: 5917.830078
	Iteration 5Q: 3 clusters Score -1.931666e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99786 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -19322038.000000 Penalty: 5917.830078
	Iteration 6F: 3 clusters Score -1.932204e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108840 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -19329378.000000 Penalty: 5917.830078
	Iteration 7F: 3 clusters Score -1.932938e+07 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118476 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -19338206.000000 Penalty: 5917.830078
	Iteration 8F: 3 clusters Score -1.933821e+07 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127154 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -19346166.000000 Penalty: 5917.830078
	Iteration 9F: 3 clusters Score -1.934617e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134062 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -19352156.000000 Penalty: 5917.830078
	Iteration 10Q: 3 clusters Score -1.935216e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139350 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -19356468.000000 Penalty: 5917.830078
	Iteration 11Q: 3 clusters Score -1.935647e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143294 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -19359516.000000 Penalty: 5917.830078
	Iteration 12Q: 3 clusters Score -1.935952e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146211 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -19361484.000000 Penalty: 5917.830078
	Iteration 13Q: 3 clusters Score -1.936148e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148198 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -19362808.000000 Penalty: 5917.830078
	Iteration 14Q: 3 clusters Score -1.936281e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149449 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -19363502.000000 Penalty: 5917.830078
	Iteration 15Q: 3 clusters Score -1.93635e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150212 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -19363996.000000 Penalty: 5917.830078
	Iteration 16Q: 3 clusters Score -1.9364e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150658 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -19364208.000000 Penalty: 5917.830078
	Iteration 17Q: 3 clusters Score -1.936421e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150934 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -19364386.000000 Penalty: 5917.830078
	Iteration 18Q: 3 clusters Score -1.936439e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151090 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -19364526.000000 Penalty: 5917.830078
	Iteration 19Q: 3 clusters Score -1.936453e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151202 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -19364658.000000 Penalty: 5917.830078
	Iteration 20F: 3 clusters Score -1.936466e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151268 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -19364704.000000 Penalty: 5917.830078
	Iteration 21Q: 3 clusters Score -1.93647e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151311 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -19364750.000000 Penalty: 5917.830078
	Iteration 22Q: 3 clusters Score -1.936475e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151342 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -19364780.000000 Penalty: 5917.830078
	Iteration 23Q: 3 clusters Score -1.936478e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151358 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -19364788.000000 Penalty: 5917.830078
	Iteration 24Q: 3 clusters Score -1.936479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151368 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -19364812.000000 Penalty: 5917.830078
	Iteration 25Q: 3 clusters Score -1.936481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151371 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -19364812.000000 Penalty: 5917.830078
	Iteration 26Q: 3 clusters Score -1.936481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151373 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -19364806.000000 Penalty: 5917.830078
	Iteration 27Q: 3 clusters Score -1.936481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151379 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -19364810.000000 Penalty: 5917.830078
	Iteration 28Q: 3 clusters Score -1.936481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151379 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -19364826.000000 Penalty: 5917.830078
	Iteration 29Q: 3 clusters Score -1.936483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151377 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19364820.000000 Penalty: 5917.830078
	Iteration 30Q: 3 clusters Score -1.936482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151377 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19364826.000000 Penalty: 5917.830078
	Iteration 31Q: 3 clusters Score -1.936483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151378 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -19364820.000000 Penalty: 5917.830078
	Iteration 32Q: 3 clusters Score -1.936482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151381 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -19364826.000000 Penalty: 5917.830078
	Iteration 33Q: 3 clusters Score -1.936483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151386 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -19364836.000000 Penalty: 5917.830078
	Iteration 34Q: 3 clusters Score -1.936484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151387 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -19364830.000000 Penalty: 5917.830078
	Iteration 35Q: 3 clusters Score -1.936483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151387 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -19364830.000000 Penalty: 5917.830078
	Iteration 36F: 3 clusters Score -1.936483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (97954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97954 members 
Entering Unmasked Estep 
Score: -12630655.000000 Penalty: 2850.078857
	Iteration 0F: 2 clusters Score -1.263066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -12565595.000000 Penalty: 5700.157715
	Iteration 0F: 3 clusters Score -1.25656e+07 nChanged 46483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -12593721.000000 Penalty: 5700.157715
	Iteration 1F: 3 clusters Score -1.259372e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -12595811.000000 Penalty: 5700.157715
	Iteration 2Q: 3 clusters Score -1.259581e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -12598810.000000 Penalty: 5700.157715
	Iteration 3F: 3 clusters Score -1.259881e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -12602831.000000 Penalty: 5700.157715
	Iteration 4F: 3 clusters Score -1.260283e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -12607977.000000 Penalty: 5700.157715
	Iteration 5F: 3 clusters Score -1.260798e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -12613708.000000 Penalty: 5700.157715
	Iteration 6F: 3 clusters Score -1.261371e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -12618038.000000 Penalty: 5700.157715
	Iteration 7F: 3 clusters Score -1.261804e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -12620177.000000 Penalty: 5700.157715
	Iteration 8Q: 3 clusters Score -1.262018e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -12621082.000000 Penalty: 5700.157715
	Iteration 9Q: 3 clusters Score -1.262108e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -12621676.000000 Penalty: 5700.157715
	Iteration 10Q: 3 clusters Score -1.262168e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -12622214.000000 Penalty: 5700.157715
	Iteration 11Q: 3 clusters Score -1.262221e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -12622794.000000 Penalty: 5700.157715
	Iteration 12Q: 3 clusters Score -1.262279e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -12623276.000000 Penalty: 5700.157715
	Iteration 13Q: 3 clusters Score -1.262328e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70400 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -12623658.000000 Penalty: 5700.157715
	Iteration 14Q: 3 clusters Score -1.262366e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71521 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -12624025.000000 Penalty: 5700.157715
	Iteration 15Q: 3 clusters Score -1.262402e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72605 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -12624382.000000 Penalty: 5700.157715
	Iteration 16Q: 3 clusters Score -1.262438e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -12624738.000000 Penalty: 5700.157715
	Iteration 17Q: 3 clusters Score -1.262474e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -12625057.000000 Penalty: 5700.157715
	Iteration 18Q: 3 clusters Score -1.262506e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75826 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -12625401.000000 Penalty: 5700.157715
	Iteration 19Q: 3 clusters Score -1.26254e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -12625695.000000 Penalty: 5700.157715
	Iteration 20F: 3 clusters Score -1.26257e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77953 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -12625972.000000 Penalty: 5700.157715
	Iteration 21Q: 3 clusters Score -1.262597e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78982 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -12626224.000000 Penalty: 5700.157715
	Iteration 22Q: 3 clusters Score -1.262622e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -12626438.000000 Penalty: 5700.157715
	Iteration 23Q: 3 clusters Score -1.262644e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -12626622.000000 Penalty: 5700.157715
	Iteration 24Q: 3 clusters Score -1.262662e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -12626905.000000 Penalty: 5700.157715
	Iteration 25Q: 3 clusters Score -1.26269e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82744 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -12627101.000000 Penalty: 5700.157715
	Iteration 26Q: 3 clusters Score -1.26271e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -12627254.000000 Penalty: 5700.157715
	Iteration 27Q: 3 clusters Score -1.262725e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84400 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -12627372.000000 Penalty: 5700.157715
	Iteration 28Q: 3 clusters Score -1.262737e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85208 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -12627498.000000 Penalty: 5700.157715
	Iteration 29Q: 3 clusters Score -1.26275e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86022 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -12627662.000000 Penalty: 5700.157715
	Iteration 30Q: 3 clusters Score -1.262766e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86759 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -12627791.000000 Penalty: 5700.157715
	Iteration 31Q: 3 clusters Score -1.262779e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -12627919.000000 Penalty: 5700.157715
	Iteration 32Q: 3 clusters Score -1.262792e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88096 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -12628014.000000 Penalty: 5700.157715
	Iteration 33Q: 3 clusters Score -1.262801e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88724 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -12628127.000000 Penalty: 5700.157715
	Iteration 34Q: 3 clusters Score -1.262813e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89329 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -12628255.000000 Penalty: 5700.157715
	Iteration 35Q: 3 clusters Score -1.262826e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -12628401.000000 Penalty: 5700.157715
	Iteration 36Q: 3 clusters Score -1.26284e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90433 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -12628508.000000 Penalty: 5700.157715
	Iteration 37Q: 3 clusters Score -1.262851e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90921 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -12628636.000000 Penalty: 5700.157715
	Iteration 38Q: 3 clusters Score -1.262864e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91366 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -12628690.000000 Penalty: 5700.157715
	Iteration 39Q: 3 clusters Score -1.262869e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91737 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -12628804.000000 Penalty: 5700.157715
	Iteration 40F: 3 clusters Score -1.26288e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92092 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -12628883.000000 Penalty: 5700.157715
	Iteration 41Q: 3 clusters Score -1.262888e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92425 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -12628953.000000 Penalty: 5700.157715
	Iteration 42Q: 3 clusters Score -1.262895e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92736 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -12629000.000000 Penalty: 5700.157715
	Iteration 43Q: 3 clusters Score -1.2629e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92996 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -12629047.000000 Penalty: 5700.157715
	Iteration 44Q: 3 clusters Score -1.262905e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93245 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -12629102.000000 Penalty: 5700.157715
	Iteration 45Q: 3 clusters Score -1.26291e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93445 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -12629128.000000 Penalty: 5700.157715
	Iteration 46Q: 3 clusters Score -1.262913e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -12629147.000000 Penalty: 5700.157715
	Iteration 47Q: 3 clusters Score -1.262915e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93762 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -12629196.000000 Penalty: 5700.157715
	Iteration 48Q: 3 clusters Score -1.26292e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93886 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -12629242.000000 Penalty: 5700.157715
	Iteration 49Q: 3 clusters Score -1.262924e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -12629253.000000 Penalty: 5700.157715
	Iteration 50Q: 3 clusters Score -1.262925e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -12629242.000000 Penalty: 5700.157715
	Iteration 51Q: 3 clusters Score -1.262924e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -12629243.000000 Penalty: 5700.157715
	Iteration 52Q: 3 clusters Score -1.262924e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94337 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -12629236.000000 Penalty: 5700.157715
	Iteration 53Q: 3 clusters Score -1.262924e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94417 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -12629249.000000 Penalty: 5700.157715
	Iteration 54Q: 3 clusters Score -1.262925e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94487 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -12629274.000000 Penalty: 5700.157715
	Iteration 55Q: 3 clusters Score -1.262927e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94547 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -12629274.000000 Penalty: 5700.157715
	Iteration 56Q: 3 clusters Score -1.262927e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94609 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -12629268.000000 Penalty: 5700.157715
	Iteration 57Q: 3 clusters Score -1.262927e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94671 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -12629300.000000 Penalty: 5700.157715
	Iteration 58Q: 3 clusters Score -1.26293e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94728 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -12629304.000000 Penalty: 5700.157715
	Iteration 59Q: 3 clusters Score -1.26293e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94781 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -12629318.000000 Penalty: 5700.157715
	Iteration 60F: 3 clusters Score -1.262932e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94821 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -12629329.000000 Penalty: 5700.157715
	Iteration 61Q: 3 clusters Score -1.262933e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94867 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -12629346.000000 Penalty: 5700.157715
	Iteration 62Q: 3 clusters Score -1.262935e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94909 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -12629313.000000 Penalty: 5700.157715
	Iteration 63Q: 3 clusters Score -1.262931e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94948 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -12629333.000000 Penalty: 5700.157715
	Iteration 64Q: 3 clusters Score -1.262933e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94982 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -12629309.000000 Penalty: 5700.157715
	Iteration 65Q: 3 clusters Score -1.262931e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95014 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -12629314.000000 Penalty: 5700.157715
	Iteration 66Q: 3 clusters Score -1.262931e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95041 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -12629314.000000 Penalty: 5700.157715
	Iteration 67Q: 3 clusters Score -1.262931e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95071 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -12629318.000000 Penalty: 5700.157715
	Iteration 68Q: 3 clusters Score -1.262932e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95094 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -12629321.000000 Penalty: 5700.157715
	Iteration 69Q: 3 clusters Score -1.262932e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -12629321.000000 Penalty: 5700.157715
	Iteration 70Q: 3 clusters Score -1.262932e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95129 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -12629306.000000 Penalty: 5700.157715
	Iteration 71Q: 3 clusters Score -1.262931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95141 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -12629324.000000 Penalty: 5700.157715
	Iteration 72Q: 3 clusters Score -1.262932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95149 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -12629326.000000 Penalty: 5700.157715
	Iteration 73Q: 3 clusters Score -1.262933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95155 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -12629328.000000 Penalty: 5700.157715
	Iteration 74Q: 3 clusters Score -1.262933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95164 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -12629339.000000 Penalty: 5700.157715
	Iteration 75Q: 3 clusters Score -1.262934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95175 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -12629336.000000 Penalty: 5700.157715
	Iteration 76Q: 3 clusters Score -1.262934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95182 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -12629341.000000 Penalty: 5700.157715
	Iteration 77Q: 3 clusters Score -1.262934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95187 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -12629341.000000 Penalty: 5700.157715
	Iteration 78Q: 3 clusters Score -1.262934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95189 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -12629338.000000 Penalty: 5700.157715
	Iteration 79Q: 3 clusters Score -1.262934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95191 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -12629339.000000 Penalty: 5700.157715
	Iteration 80F: 3 clusters Score -1.262934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95193 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -12629331.000000 Penalty: 5700.157715
	Iteration 81Q: 3 clusters Score -1.262933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95195 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -12629333.000000 Penalty: 5700.157715
	Iteration 82Q: 3 clusters Score -1.262933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95195 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -12629333.000000 Penalty: 5700.157715
	Iteration 83F: 3 clusters Score -1.262933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -62686.789062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -62686.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61080.332031 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -61080.33 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61680.058594 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -61680.06 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -62135.035156 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -62135.04 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62618.007812 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -62618.01 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -62988.000000 Penalty: 3216.379150
	Iteration 4F: 3 clusters Score -62988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -63138.730469 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -63138.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -63233.988281 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -63233.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -63292.468750 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -63292.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -63410.593750 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -63410.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63558.757812 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -63558.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63855.027344 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -63855.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -63884.539062 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -63884.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63943.773438 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -63943.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63943.773438 Penalty: 3216.379150
	Iteration 13F: 3 clusters Score -63943.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 56757 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 38630 members 
Mstep: Class 5 contains 16119 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151920 members 
Mstep: Class 8 contains 97954 members 
Mstep: Class 9 contains 258 members 
Mstep: Class 10 contains 117538 members 
Mstep: Class 11 contains 9433 members 
Mstep: Class 12 contains 150304 members 
Mstep: Class 13 contains 5881 members 
Mstep: Class 14 contains 173380 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 56340 members 
Mstep: Class 17 contains 27416 members 
Mstep: Class 18 contains 78416 members 
Mstep: Class 19 contains 12895 members 
Mstep: Class 20 contains 141065 members 
Mstep: Class 21 contains 148703 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 508 members 
Mstep: Class 25 contains 397 members 
Entering Unmasked Estep 
Score: -161299600.000000 Penalty: 87239.546875
Splitting cluster 9 changes total score from -161300448.000000 to -161299600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (117538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117538 members 
Entering Unmasked Estep 
Score: -15029449.000000 Penalty: 2895.280029
	Iteration 0F: 2 clusters Score -1.502945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -14952164.000000 Penalty: 5790.560059
	Iteration 0F: 3 clusters Score -1.495216e+07 nChanged 55873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -14984309.000000 Penalty: 5790.560059
	Iteration 1F: 3 clusters Score -1.498431e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -14985309.000000 Penalty: 5790.560059
	Iteration 2Q: 3 clusters Score -1.498531e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67297 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -14986618.000000 Penalty: 5790.560059
	Iteration 3Q: 3 clusters Score -1.498662e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71742 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -14988935.000000 Penalty: 5790.560059
	Iteration 4Q: 3 clusters Score -1.498894e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78176 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -14992970.000000 Penalty: 5790.560059
	Iteration 5F: 3 clusters Score -1.499297e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -14999522.000000 Penalty: 5790.560059
	Iteration 6F: 3 clusters Score -1.499952e+07 nChanged 9913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96557 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -15008303.000000 Penalty: 5790.560059
	Iteration 7F: 3 clusters Score -1.50083e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105038 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -15016392.000000 Penalty: 5790.560059
	Iteration 8F: 3 clusters Score -1.501639e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110400 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -15021495.000000 Penalty: 5790.560059
	Iteration 9Q: 3 clusters Score -1.50215e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113043 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -15023999.000000 Penalty: 5790.560059
	Iteration 10Q: 3 clusters Score -1.5024e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114364 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -15025161.000000 Penalty: 5790.560059
	Iteration 11Q: 3 clusters Score -1.502516e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115085 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -15025866.000000 Penalty: 5790.560059
	Iteration 12Q: 3 clusters Score -1.502587e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115477 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -15026199.000000 Penalty: 5790.560059
	Iteration 13Q: 3 clusters Score -1.50262e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115710 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -15026390.000000 Penalty: 5790.560059
	Iteration 14Q: 3 clusters Score -1.502639e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115873 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -15026527.000000 Penalty: 5790.560059
	Iteration 15Q: 3 clusters Score -1.502653e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115999 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -15026615.000000 Penalty: 5790.560059
	Iteration 16Q: 3 clusters Score -1.502662e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116088 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -15026661.000000 Penalty: 5790.560059
	Iteration 17Q: 3 clusters Score -1.502666e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116145 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -15026707.000000 Penalty: 5790.560059
	Iteration 18Q: 3 clusters Score -1.502671e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116189 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -15026728.000000 Penalty: 5790.560059
	Iteration 19Q: 3 clusters Score -1.502673e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116228 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -15026730.000000 Penalty: 5790.560059
	Iteration 20F: 3 clusters Score -1.502673e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116263 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -15026752.000000 Penalty: 5790.560059
	Iteration 21Q: 3 clusters Score -1.502675e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116293 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -15026783.000000 Penalty: 5790.560059
	Iteration 22Q: 3 clusters Score -1.502678e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116320 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -15026808.000000 Penalty: 5790.560059
	Iteration 23Q: 3 clusters Score -1.502681e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116340 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -15026810.000000 Penalty: 5790.560059
	Iteration 24Q: 3 clusters Score -1.502681e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116366 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -15026815.000000 Penalty: 5790.560059
	Iteration 25Q: 3 clusters Score -1.502682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116381 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -15026817.000000 Penalty: 5790.560059
	Iteration 26Q: 3 clusters Score -1.502682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116393 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -15026821.000000 Penalty: 5790.560059
	Iteration 27Q: 3 clusters Score -1.502682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116402 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -15026821.000000 Penalty: 5790.560059
	Iteration 28Q: 3 clusters Score -1.502682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116414 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -15026824.000000 Penalty: 5790.560059
	Iteration 29Q: 3 clusters Score -1.502682e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116426 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -15026822.000000 Penalty: 5790.560059
	Iteration 30Q: 3 clusters Score -1.502682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116435 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -15026834.000000 Penalty: 5790.560059
	Iteration 31Q: 3 clusters Score -1.502683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116440 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -15026853.000000 Penalty: 5790.560059
	Iteration 32Q: 3 clusters Score -1.502685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116440 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -15026866.000000 Penalty: 5790.560059
	Iteration 33Q: 3 clusters Score -1.502687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116442 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -15026878.000000 Penalty: 5790.560059
	Iteration 34Q: 3 clusters Score -1.502688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116447 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -15026877.000000 Penalty: 5790.560059
	Iteration 35Q: 3 clusters Score -1.502688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116450 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -15026878.000000 Penalty: 5790.560059
	Iteration 36Q: 3 clusters Score -1.502688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116451 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -15026873.000000 Penalty: 5790.560059
	Iteration 37Q: 3 clusters Score -1.502687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116450 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -15026882.000000 Penalty: 5790.560059
	Iteration 38Q: 3 clusters Score -1.502688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116450 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -15026879.000000 Penalty: 5790.560059
	Iteration 39Q: 3 clusters Score -1.502688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116452 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -15026878.000000 Penalty: 5790.560059
	Iteration 40F: 3 clusters Score -1.502688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116453 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -15026878.000000 Penalty: 5790.560059
	Iteration 41Q: 3 clusters Score -1.502688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116455 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -15026882.000000 Penalty: 5790.560059
	Iteration 42Q: 3 clusters Score -1.502688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116456 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -15026881.000000 Penalty: 5790.560059
	Iteration 43Q: 3 clusters Score -1.502688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116458 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -15026887.000000 Penalty: 5790.560059
	Iteration 44Q: 3 clusters Score -1.502689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116458 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -15026884.000000 Penalty: 5790.560059
	Iteration 45Q: 3 clusters Score -1.502688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116459 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -15026893.000000 Penalty: 5790.560059
	Iteration 46Q: 3 clusters Score -1.502689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116459 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -15026893.000000 Penalty: 5790.560059
	Iteration 47F: 3 clusters Score -1.502689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Entering Unmasked Estep 
Score: -1142425.250000 Penalty: 2269.688477
	Iteration 0F: 2 clusters Score -1142425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1135134.875000 Penalty: 4539.376953
	Iteration 0F: 3 clusters Score -1135135 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1137268.000000 Penalty: 4539.376953
	Iteration 1F: 3 clusters Score -1137268 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1137637.000000 Penalty: 4539.376953
	Iteration 2F: 3 clusters Score -1137637 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1138063.000000 Penalty: 4539.376953
	Iteration 3F: 3 clusters Score -1138063 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1138600.125000 Penalty: 4539.376953
	Iteration 4F: 3 clusters Score -1138600 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1139337.250000 Penalty: 4539.376953
	Iteration 5F: 3 clusters Score -1139337 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1140085.375000 Penalty: 4539.376953
	Iteration 6F: 3 clusters Score -1140085 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1140736.750000 Penalty: 4539.376953
	Iteration 7F: 3 clusters Score -1140737 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1141195.125000 Penalty: 4539.376953
	Iteration 8F: 3 clusters Score -1141195 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1141499.125000 Penalty: 4539.376953
	Iteration 9Q: 3 clusters Score -1141499 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1141694.125000 Penalty: 4539.376953
	Iteration 10Q: 3 clusters Score -1141694 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1141800.375000 Penalty: 4539.376953
	Iteration 11Q: 3 clusters Score -1141800 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1141847.375000 Penalty: 4539.376953
	Iteration 12Q: 3 clusters Score -1141847 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1141874.875000 Penalty: 4539.376953
	Iteration 13Q: 3 clusters Score -1141875 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1141888.125000 Penalty: 4539.376953
	Iteration 14Q: 3 clusters Score -1141888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1141896.875000 Penalty: 4539.376953
	Iteration 15Q: 3 clusters Score -1141897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1141905.125000 Penalty: 4539.376953
	Iteration 16Q: 3 clusters Score -1141905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1141912.250000 Penalty: 4539.376953
	Iteration 17Q: 3 clusters Score -1141912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1141915.125000 Penalty: 4539.376953
	Iteration 18Q: 3 clusters Score -1141915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1141918.250000 Penalty: 4539.376953
	Iteration 19Q: 3 clusters Score -1141918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1141915.750000 Penalty: 4539.376953
	Iteration 20F: 3 clusters Score -1141916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1141923.000000 Penalty: 4539.376953
	Iteration 21Q: 3 clusters Score -1141923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1141929.125000 Penalty: 4539.376953
	Iteration 22Q: 3 clusters Score -1141929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1141930.500000 Penalty: 4539.376953
	Iteration 23Q: 3 clusters Score -1141930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1141934.625000 Penalty: 4539.376953
	Iteration 24Q: 3 clusters Score -1141935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1141940.250000 Penalty: 4539.376953
	Iteration 25Q: 3 clusters Score -1141940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1141938.125000 Penalty: 4539.376953
	Iteration 26Q: 3 clusters Score -1141938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1141942.750000 Penalty: 4539.376953
	Iteration 27Q: 3 clusters Score -1141943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1141942.875000 Penalty: 4539.376953
	Iteration 28Q: 3 clusters Score -1141943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1141944.625000 Penalty: 4539.376953
	Iteration 29Q: 3 clusters Score -1141945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1141948.125000 Penalty: 4539.376953
	Iteration 30Q: 3 clusters Score -1141948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1141947.125000 Penalty: 4539.376953
	Iteration 31Q: 3 clusters Score -1141947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1141948.000000 Penalty: 4539.376953
	Iteration 32Q: 3 clusters Score -1141948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1141951.000000 Penalty: 4539.376953
	Iteration 33Q: 3 clusters Score -1141951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1141950.250000 Penalty: 4539.376953
	Iteration 34Q: 3 clusters Score -1141950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1141951.375000 Penalty: 4539.376953
	Iteration 35Q: 3 clusters Score -1141951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1141951.375000 Penalty: 4539.376953
	Iteration 36F: 3 clusters Score -1141951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (150304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150304 members 
Entering Unmasked Estep 
Score: -19235550.000000 Penalty: 2956.262939
	Iteration 0F: 2 clusters Score -1.923555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 2 contains 75264 members 
Entering Unmasked Estep 
Score: -19138972.000000 Penalty: 5912.525879
	Iteration 0F: 3 clusters Score -1.913897e+07 nChanged 71764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73454 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -19180436.000000 Penalty: 5912.525879
	Iteration 1F: 3 clusters Score -1.918044e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72586 members 
Mstep: Class 2 contains 77718 members 
Entering Unmasked Estep 
Score: -19181420.000000 Penalty: 5912.525879
	Iteration 2Q: 3 clusters Score -1.918142e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71187 members 
Mstep: Class 2 contains 79117 members 
Entering Unmasked Estep 
Score: -19182630.000000 Penalty: 5912.525879
	Iteration 3Q: 3 clusters Score -1.918263e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69021 members 
Mstep: Class 2 contains 81283 members 
Entering Unmasked Estep 
Score: -19184114.000000 Penalty: 5912.525879
	Iteration 4Q: 3 clusters Score -1.918411e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 84615 members 
Entering Unmasked Estep 
Score: -19186402.000000 Penalty: 5912.525879
	Iteration 5Q: 3 clusters Score -1.91864e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60950 members 
Mstep: Class 2 contains 89354 members 
Entering Unmasked Estep 
Score: -19190110.000000 Penalty: 5912.525879
	Iteration 6Q: 3 clusters Score -1.919011e+07 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 95681 members 
Entering Unmasked Estep 
Score: -19196188.000000 Penalty: 5912.525879
	Iteration 7F: 3 clusters Score -1.919619e+07 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 102885 members 
Entering Unmasked Estep 
Score: -19204656.000000 Penalty: 5912.525879
	Iteration 8F: 3 clusters Score -1.920466e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 109254 members 
Entering Unmasked Estep 
Score: -19213372.000000 Penalty: 5912.525879
	Iteration 9F: 3 clusters Score -1.921337e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 113432 members 
Entering Unmasked Estep 
Score: -19218802.000000 Penalty: 5912.525879
	Iteration 10F: 3 clusters Score -1.92188e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 116396 members 
Entering Unmasked Estep 
Score: -19221308.000000 Penalty: 5912.525879
	Iteration 11Q: 3 clusters Score -1.922131e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 119025 members 
Entering Unmasked Estep 
Score: -19222732.000000 Penalty: 5912.525879
	Iteration 12Q: 3 clusters Score -1.922273e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 121539 members 
Entering Unmasked Estep 
Score: -19223872.000000 Penalty: 5912.525879
	Iteration 13Q: 3 clusters Score -1.922387e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 124017 members 
Entering Unmasked Estep 
Score: -19225040.000000 Penalty: 5912.525879
	Iteration 14Q: 3 clusters Score -1.922504e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 126399 members 
Entering Unmasked Estep 
Score: -19226130.000000 Penalty: 5912.525879
	Iteration 15Q: 3 clusters Score -1.922613e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 128662 members 
Entering Unmasked Estep 
Score: -19227144.000000 Penalty: 5912.525879
	Iteration 16Q: 3 clusters Score -1.922714e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 130876 members 
Entering Unmasked Estep 
Score: -19228256.000000 Penalty: 5912.525879
	Iteration 17Q: 3 clusters Score -1.922826e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 132938 members 
Entering Unmasked Estep 
Score: -19229422.000000 Penalty: 5912.525879
	Iteration 18Q: 3 clusters Score -1.922942e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 134814 members 
Entering Unmasked Estep 
Score: -19230414.000000 Penalty: 5912.525879
	Iteration 19Q: 3 clusters Score -1.923041e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 136588 members 
Entering Unmasked Estep 
Score: -19231224.000000 Penalty: 5912.525879
	Iteration 20F: 3 clusters Score -1.923122e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 138199 members 
Entering Unmasked Estep 
Score: -19232020.000000 Penalty: 5912.525879
	Iteration 21Q: 3 clusters Score -1.923202e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 139541 members 
Entering Unmasked Estep 
Score: -19232574.000000 Penalty: 5912.525879
	Iteration 22Q: 3 clusters Score -1.923257e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 140728 members 
Entering Unmasked Estep 
Score: -19232950.000000 Penalty: 5912.525879
	Iteration 23Q: 3 clusters Score -1.923295e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 141851 members 
Entering Unmasked Estep 
Score: -19233344.000000 Penalty: 5912.525879
	Iteration 24Q: 3 clusters Score -1.923334e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 142854 members 
Entering Unmasked Estep 
Score: -19233468.000000 Penalty: 5912.525879
	Iteration 25Q: 3 clusters Score -1.923347e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 143679 members 
Entering Unmasked Estep 
Score: -19233622.000000 Penalty: 5912.525879
	Iteration 26Q: 3 clusters Score -1.923362e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 144371 members 
Entering Unmasked Estep 
Score: -19233764.000000 Penalty: 5912.525879
	Iteration 27Q: 3 clusters Score -1.923376e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 144970 members 
Entering Unmasked Estep 
Score: -19233894.000000 Penalty: 5912.525879
	Iteration 28Q: 3 clusters Score -1.923389e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 145482 members 
Entering Unmasked Estep 
Score: -19234052.000000 Penalty: 5912.525879
	Iteration 29Q: 3 clusters Score -1.923405e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 145909 members 
Entering Unmasked Estep 
Score: -19233990.000000 Penalty: 5912.525879
	Iteration 30Q: 3 clusters Score -1.923399e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 146233 members 
Entering Unmasked Estep 
Score: -19234098.000000 Penalty: 5912.525879
	Iteration 31Q: 3 clusters Score -1.92341e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 146523 members 
Entering Unmasked Estep 
Score: -19234084.000000 Penalty: 5912.525879
	Iteration 32Q: 3 clusters Score -1.923408e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 146744 members 
Entering Unmasked Estep 
Score: -19234122.000000 Penalty: 5912.525879
	Iteration 33Q: 3 clusters Score -1.923412e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 146929 members 
Entering Unmasked Estep 
Score: -19234162.000000 Penalty: 5912.525879
	Iteration 34Q: 3 clusters Score -1.923416e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 147104 members 
Entering Unmasked Estep 
Score: -19234124.000000 Penalty: 5912.525879
	Iteration 35Q: 3 clusters Score -1.923412e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 147273 members 
Entering Unmasked Estep 
Score: -19234102.000000 Penalty: 5912.525879
	Iteration 36Q: 3 clusters Score -1.92341e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 147415 members 
Entering Unmasked Estep 
Score: -19234072.000000 Penalty: 5912.525879
	Iteration 37Q: 3 clusters Score -1.923407e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 147555 members 
Entering Unmasked Estep 
Score: -19234072.000000 Penalty: 5912.525879
	Iteration 38Q: 3 clusters Score -1.923407e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 147655 members 
Entering Unmasked Estep 
Score: -19234050.000000 Penalty: 5912.525879
	Iteration 39Q: 3 clusters Score -1.923405e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 147740 members 
Entering Unmasked Estep 
Score: -19234100.000000 Penalty: 5912.525879
	Iteration 40F: 3 clusters Score -1.92341e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 147815 members 
Entering Unmasked Estep 
Score: -19234114.000000 Penalty: 5912.525879
	Iteration 41Q: 3 clusters Score -1.923411e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 147893 members 
Entering Unmasked Estep 
Score: -19234124.000000 Penalty: 5912.525879
	Iteration 42Q: 3 clusters Score -1.923412e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 147971 members 
Entering Unmasked Estep 
Score: -19234080.000000 Penalty: 5912.525879
	Iteration 43Q: 3 clusters Score -1.923408e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 148035 members 
Entering Unmasked Estep 
Score: -19234058.000000 Penalty: 5912.525879
	Iteration 44Q: 3 clusters Score -1.923406e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 148092 members 
Entering Unmasked Estep 
Score: -19234070.000000 Penalty: 5912.525879
	Iteration 45Q: 3 clusters Score -1.923407e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 148150 members 
Entering Unmasked Estep 
Score: -19234062.000000 Penalty: 5912.525879
	Iteration 46Q: 3 clusters Score -1.923406e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 148201 members 
Entering Unmasked Estep 
Score: -19234102.000000 Penalty: 5912.525879
	Iteration 47Q: 3 clusters Score -1.92341e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 148243 members 
Entering Unmasked Estep 
Score: -19234096.000000 Penalty: 5912.525879
	Iteration 48Q: 3 clusters Score -1.92341e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 148282 members 
Entering Unmasked Estep 
Score: -19234122.000000 Penalty: 5912.525879
	Iteration 49Q: 3 clusters Score -1.923412e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 148319 members 
Entering Unmasked Estep 
Score: -19234094.000000 Penalty: 5912.525879
	Iteration 50Q: 3 clusters Score -1.923409e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 148356 members 
Entering Unmasked Estep 
Score: -19234094.000000 Penalty: 5912.525879
	Iteration 51Q: 3 clusters Score -1.923409e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 148387 members 
Entering Unmasked Estep 
Score: -19234078.000000 Penalty: 5912.525879
	Iteration 52Q: 3 clusters Score -1.923408e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 148421 members 
Entering Unmasked Estep 
Score: -19234080.000000 Penalty: 5912.525879
	Iteration 53Q: 3 clusters Score -1.923408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 148444 members 
Entering Unmasked Estep 
Score: -19234076.000000 Penalty: 5912.525879
	Iteration 54Q: 3 clusters Score -1.923408e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 148467 members 
Entering Unmasked Estep 
Score: -19234086.000000 Penalty: 5912.525879
	Iteration 55Q: 3 clusters Score -1.923409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 148485 members 
Entering Unmasked Estep 
Score: -19234080.000000 Penalty: 5912.525879
	Iteration 56Q: 3 clusters Score -1.923408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 148497 members 
Entering Unmasked Estep 
Score: -19234094.000000 Penalty: 5912.525879
	Iteration 57Q: 3 clusters Score -1.923409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 148509 members 
Entering Unmasked Estep 
Score: -19234100.000000 Penalty: 5912.525879
	Iteration 58Q: 3 clusters Score -1.92341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 148521 members 
Entering Unmasked Estep 
Score: -19234082.000000 Penalty: 5912.525879
	Iteration 59Q: 3 clusters Score -1.923408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 148530 members 
Entering Unmasked Estep 
Score: -19234086.000000 Penalty: 5912.525879
	Iteration 60F: 3 clusters Score -1.923409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 148538 members 
Entering Unmasked Estep 
Score: -19234072.000000 Penalty: 5912.525879
	Iteration 61Q: 3 clusters Score -1.923407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 148541 members 
Entering Unmasked Estep 
Score: -19234074.000000 Penalty: 5912.525879
	Iteration 62Q: 3 clusters Score -1.923407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 148542 members 
Entering Unmasked Estep 
Score: -19234074.000000 Penalty: 5912.525879
	Iteration 63Q: 3 clusters Score -1.923407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 148544 members 
Entering Unmasked Estep 
Score: -19234074.000000 Penalty: 5912.525879
	Iteration 64Q: 3 clusters Score -1.923407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 148544 members 
Entering Unmasked Estep 
Score: -19234074.000000 Penalty: 5912.525879
	Iteration 65F: 3 clusters Score -1.923407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Entering Unmasked Estep 
Score: -708390.500000 Penalty: 2152.511719
	Iteration 0F: 2 clusters Score -708390.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -703336.125000 Penalty: 4305.023438
	Iteration 0F: 3 clusters Score -703336.1 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -704702.812500 Penalty: 4305.023438
	Iteration 1F: 3 clusters Score -704702.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -705086.000000 Penalty: 4305.023438
	Iteration 2F: 3 clusters Score -705086 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -705408.875000 Penalty: 4305.023438
	Iteration 3F: 3 clusters Score -705408.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -705652.000000 Penalty: 4305.023438
	Iteration 4F: 3 clusters Score -705652 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -705847.812500 Penalty: 4305.023438
	Iteration 5F: 3 clusters Score -705847.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -706020.187500 Penalty: 4305.023438
	Iteration 6Q: 3 clusters Score -706020.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -706146.812500 Penalty: 4305.023438
	Iteration 7Q: 3 clusters Score -706146.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -706232.062500 Penalty: 4305.023438
	Iteration 8Q: 3 clusters Score -706232.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -706303.562500 Penalty: 4305.023438
	Iteration 9Q: 3 clusters Score -706303.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -706359.812500 Penalty: 4305.023438
	Iteration 10Q: 3 clusters Score -706359.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -706410.687500 Penalty: 4305.023438
	Iteration 11Q: 3 clusters Score -706410.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -706469.062500 Penalty: 4305.023438
	Iteration 12Q: 3 clusters Score -706469.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -706518.125000 Penalty: 4305.023438
	Iteration 13Q: 3 clusters Score -706518.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -706562.062500 Penalty: 4305.023438
	Iteration 14Q: 3 clusters Score -706562.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -706594.562500 Penalty: 4305.023438
	Iteration 15Q: 3 clusters Score -706594.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -706624.250000 Penalty: 4305.023438
	Iteration 16Q: 3 clusters Score -706624.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -706649.562500 Penalty: 4305.023438
	Iteration 17Q: 3 clusters Score -706649.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -706670.062500 Penalty: 4305.023438
	Iteration 18Q: 3 clusters Score -706670.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -706688.937500 Penalty: 4305.023438
	Iteration 19Q: 3 clusters Score -706688.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -706709.875000 Penalty: 4305.023438
	Iteration 20F: 3 clusters Score -706709.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -706728.500000 Penalty: 4305.023438
	Iteration 21Q: 3 clusters Score -706728.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -706745.000000 Penalty: 4305.023438
	Iteration 22Q: 3 clusters Score -706745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -706760.687500 Penalty: 4305.023438
	Iteration 23Q: 3 clusters Score -706760.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -706776.375000 Penalty: 4305.023438
	Iteration 24Q: 3 clusters Score -706776.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -706788.125000 Penalty: 4305.023438
	Iteration 25Q: 3 clusters Score -706788.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -706798.312500 Penalty: 4305.023438
	Iteration 26Q: 3 clusters Score -706798.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -706809.750000 Penalty: 4305.023438
	Iteration 27Q: 3 clusters Score -706809.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -706817.437500 Penalty: 4305.023438
	Iteration 28Q: 3 clusters Score -706817.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -706824.000000 Penalty: 4305.023438
	Iteration 29Q: 3 clusters Score -706824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -706833.187500 Penalty: 4305.023438
	Iteration 30Q: 3 clusters Score -706833.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -706846.562500 Penalty: 4305.023438
	Iteration 31Q: 3 clusters Score -706846.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -706874.375000 Penalty: 4305.023438
	Iteration 32Q: 3 clusters Score -706874.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -706915.437500 Penalty: 4305.023438
	Iteration 33Q: 3 clusters Score -706915.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -706954.812500 Penalty: 4305.023438
	Iteration 34Q: 3 clusters Score -706954.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -706992.687500 Penalty: 4305.023438
	Iteration 35Q: 3 clusters Score -706992.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -707027.500000 Penalty: 4305.023438
	Iteration 36Q: 3 clusters Score -707027.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -707066.562500 Penalty: 4305.023438
	Iteration 37Q: 3 clusters Score -707066.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -707096.250000 Penalty: 4305.023438
	Iteration 38Q: 3 clusters Score -707096.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -707114.437500 Penalty: 4305.023438
	Iteration 39Q: 3 clusters Score -707114.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -707131.937500 Penalty: 4305.023438
	Iteration 40F: 3 clusters Score -707131.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -707146.312500 Penalty: 4305.023438
	Iteration 41Q: 3 clusters Score -707146.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -707155.500000 Penalty: 4305.023438
	Iteration 42Q: 3 clusters Score -707155.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -707162.375000 Penalty: 4305.023438
	Iteration 43Q: 3 clusters Score -707162.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -707164.875000 Penalty: 4305.023438
	Iteration 44Q: 3 clusters Score -707164.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -707168.312500 Penalty: 4305.023438
	Iteration 45Q: 3 clusters Score -707168.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -707171.812500 Penalty: 4305.023438
	Iteration 46Q: 3 clusters Score -707171.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -707175.437500 Penalty: 4305.023438
	Iteration 47Q: 3 clusters Score -707175.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -707177.437500 Penalty: 4305.023438
	Iteration 48Q: 3 clusters Score -707177.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -707185.812500 Penalty: 4305.023438
	Iteration 49Q: 3 clusters Score -707185.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -707195.812500 Penalty: 4305.023438
	Iteration 50Q: 3 clusters Score -707195.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -707201.125000 Penalty: 4305.023438
	Iteration 51Q: 3 clusters Score -707201.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -707209.125000 Penalty: 4305.023438
	Iteration 52Q: 3 clusters Score -707209.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -707214.625000 Penalty: 4305.023438
	Iteration 53Q: 3 clusters Score -707214.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -707217.812500 Penalty: 4305.023438
	Iteration 54Q: 3 clusters Score -707217.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -707224.375000 Penalty: 4305.023438
	Iteration 55Q: 3 clusters Score -707224.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -707231.937500 Penalty: 4305.023438
	Iteration 56Q: 3 clusters Score -707231.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -707235.750000 Penalty: 4305.023438
	Iteration 57Q: 3 clusters Score -707235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -707239.000000 Penalty: 4305.023438
	Iteration 58Q: 3 clusters Score -707239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -707239.562500 Penalty: 4305.023438
	Iteration 59Q: 3 clusters Score -707239.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -707239.000000 Penalty: 4305.023438
	Iteration 60F: 3 clusters Score -707239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -707240.875000 Penalty: 4305.023438
	Iteration 61Q: 3 clusters Score -707240.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -707244.125000 Penalty: 4305.023438
	Iteration 62Q: 3 clusters Score -707244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -707244.187500 Penalty: 4305.023438
	Iteration 63Q: 3 clusters Score -707244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -707246.812500 Penalty: 4305.023438
	Iteration 64Q: 3 clusters Score -707246.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -707249.625000 Penalty: 4305.023438
	Iteration 65Q: 3 clusters Score -707249.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -707250.687500 Penalty: 4305.023438
	Iteration 66Q: 3 clusters Score -707250.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -707249.812500 Penalty: 4305.023438
	Iteration 67Q: 3 clusters Score -707249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -707249.812500 Penalty: 4305.023438
	Iteration 68F: 3 clusters Score -707249.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (173380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173380 members 
Entering Unmasked Estep 
Score: -22036442.000000 Penalty: 2991.683838
	Iteration 0F: 2 clusters Score -2.203644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 87092 members 
Entering Unmasked Estep 
Score: -21924434.000000 Penalty: 5983.367676
	Iteration 0F: 3 clusters Score -2.192443e+07 nChanged 82708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81112 members 
Mstep: Class 2 contains 92268 members 
Entering Unmasked Estep 
Score: -21972400.000000 Penalty: 5983.367676
	Iteration 1F: 3 clusters Score -2.19724e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77690 members 
Mstep: Class 2 contains 95690 members 
Entering Unmasked Estep 
Score: -21973650.000000 Penalty: 5983.367676
	Iteration 2Q: 3 clusters Score -2.197365e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72277 members 
Mstep: Class 2 contains 101103 members 
Entering Unmasked Estep 
Score: -21975846.000000 Penalty: 5983.367676
	Iteration 3Q: 3 clusters Score -2.197585e+07 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 109269 members 
Entering Unmasked Estep 
Score: -21980140.000000 Penalty: 5983.367676
	Iteration 4Q: 3 clusters Score -2.198014e+07 nChanged 11945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 121050 members 
Entering Unmasked Estep 
Score: -21988076.000000 Penalty: 5983.367676
	Iteration 5F: 3 clusters Score -2.198808e+07 nChanged 15478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 136496 members 
Entering Unmasked Estep 
Score: -22001110.000000 Penalty: 5983.367676
	Iteration 6F: 3 clusters Score -2.200111e+07 nChanged 16118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 152610 members 
Entering Unmasked Estep 
Score: -22016694.000000 Penalty: 5983.367676
	Iteration 7F: 3 clusters Score -2.201669e+07 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 164756 members 
Entering Unmasked Estep 
Score: -22027450.000000 Penalty: 5983.367676
	Iteration 8F: 3 clusters Score -2.202745e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 170805 members 
Entering Unmasked Estep 
Score: -22032206.000000 Penalty: 5983.367676
	Iteration 9Q: 3 clusters Score -2.203221e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 172659 members 
Entering Unmasked Estep 
Score: -22033328.000000 Penalty: 5983.367676
	Iteration 10Q: 3 clusters Score -2.203333e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 173073 members 
Entering Unmasked Estep 
Score: -22033652.000000 Penalty: 5983.367676
	Iteration 11Q: 3 clusters Score -2.203365e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 173157 members 
Entering Unmasked Estep 
Score: -22033736.000000 Penalty: 5983.367676
	Iteration 12Q: 3 clusters Score -2.203374e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 173171 members 
Entering Unmasked Estep 
Score: -22033800.000000 Penalty: 5983.367676
	Iteration 13Q: 3 clusters Score -2.20338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 173171 members 
Entering Unmasked Estep 
Score: -22033816.000000 Penalty: 5983.367676
	Iteration 14Q: 3 clusters Score -2.203382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 173175 members 
Entering Unmasked Estep 
Score: -22033822.000000 Penalty: 5983.367676
	Iteration 15Q: 3 clusters Score -2.203382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 173177 members 
Entering Unmasked Estep 
Score: -22033834.000000 Penalty: 5983.367676
	Iteration 16Q: 3 clusters Score -2.203383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 173178 members 
Entering Unmasked Estep 
Score: -22033840.000000 Penalty: 5983.367676
	Iteration 17Q: 3 clusters Score -2.203384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 173176 members 
Entering Unmasked Estep 
Score: -22033840.000000 Penalty: 5983.367676
	Iteration 18Q: 3 clusters Score -2.203384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 173176 members 
Entering Unmasked Estep 
Score: -22033844.000000 Penalty: 5983.367676
	Iteration 19Q: 3 clusters Score -2.203384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 173177 members 
Entering Unmasked Estep 
Score: -22033844.000000 Penalty: 5983.367676
	Iteration 20F: 3 clusters Score -2.203384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 173176 members 
Entering Unmasked Estep 
Score: -22033850.000000 Penalty: 5983.367676
	Iteration 21Q: 3 clusters Score -2.203385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 173175 members 
Entering Unmasked Estep 
Score: -22033860.000000 Penalty: 5983.367676
	Iteration 22Q: 3 clusters Score -2.203386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 173175 members 
Entering Unmasked Estep 
Score: -22033860.000000 Penalty: 5983.367676
	Iteration 23F: 3 clusters Score -2.203386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -45291.183594 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -45291.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43883.027344 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -43883.03 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44144.019531 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -44144.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44245.429688 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -44245.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44307.453125 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -44307.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44363.343750 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -44363.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44400.441406 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -44400.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44430.441406 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -44430.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44435.820312 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -44435.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44439.160156 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -44439.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44446.226562 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -44446.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44465.042969 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -44465.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44504.710938 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -44504.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44536.320312 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -44536.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44556.722656 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -44556.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44594.550781 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -44594.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44599.160156 Penalty: 3020.166260
	Iteration 15Q: 3 clusters Score -44599.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44606.871094 Penalty: 3020.166260
	Iteration 16Q: 3 clusters Score -44606.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44606.871094 Penalty: 3020.166260
	Iteration 17F: 3 clusters Score -44606.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (56340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Entering Unmasked Estep 
Score: -7330653.500000 Penalty: 2712.911865
	Iteration 0F: 2 clusters Score -7330654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -7292778.500000 Penalty: 5425.823730
	Iteration 0F: 3 clusters Score -7292778 nChanged 26176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -7307314.000000 Penalty: 5425.823730
	Iteration 1F: 3 clusters Score -7307314 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -7307835.500000 Penalty: 5425.823730
	Iteration 2Q: 3 clusters Score -7307836 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -7308346.500000 Penalty: 5425.823730
	Iteration 3Q: 3 clusters Score -7308346 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -7308762.500000 Penalty: 5425.823730
	Iteration 4Q: 3 clusters Score -7308762 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -7309227.500000 Penalty: 5425.823730
	Iteration 5Q: 3 clusters Score -7309228 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -7309655.000000 Penalty: 5425.823730
	Iteration 6Q: 3 clusters Score -7309655 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -7310090.500000 Penalty: 5425.823730
	Iteration 7Q: 3 clusters Score -7310090 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -7310845.500000 Penalty: 5425.823730
	Iteration 8Q: 3 clusters Score -7310846 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -7311819.500000 Penalty: 5425.823730
	Iteration 9Q: 3 clusters Score -7311820 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -7313396.500000 Penalty: 5425.823730
	Iteration 10Q: 3 clusters Score -7313396 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -7315455.000000 Penalty: 5425.823730
	Iteration 11F: 3 clusters Score -7315455 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -7317955.500000 Penalty: 5425.823730
	Iteration 12F: 3 clusters Score -7317956 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -7320520.000000 Penalty: 5425.823730
	Iteration 13F: 3 clusters Score -7320520 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -7322760.500000 Penalty: 5425.823730
	Iteration 14Q: 3 clusters Score -7322760 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -7324511.500000 Penalty: 5425.823730
	Iteration 15Q: 3 clusters Score -7324512 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -7325719.000000 Penalty: 5425.823730
	Iteration 16Q: 3 clusters Score -7325719 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -7326591.000000 Penalty: 5425.823730
	Iteration 17Q: 3 clusters Score -7326591 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -7327197.000000 Penalty: 5425.823730
	Iteration 18Q: 3 clusters Score -7327197 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7327544.000000 Penalty: 5425.823730
	Iteration 19Q: 3 clusters Score -7327544 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7327779.000000 Penalty: 5425.823730
	Iteration 20F: 3 clusters Score -7327779 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7327934.000000 Penalty: 5425.823730
	Iteration 21Q: 3 clusters Score -7327934 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7328075.000000 Penalty: 5425.823730
	Iteration 22Q: 3 clusters Score -7328075 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7328163.500000 Penalty: 5425.823730
	Iteration 23Q: 3 clusters Score -7328164 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7328227.000000 Penalty: 5425.823730
	Iteration 24Q: 3 clusters Score -7328227 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7328264.500000 Penalty: 5425.823730
	Iteration 25Q: 3 clusters Score -7328264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7328303.500000 Penalty: 5425.823730
	Iteration 26Q: 3 clusters Score -7328304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7328325.500000 Penalty: 5425.823730
	Iteration 27Q: 3 clusters Score -7328326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7328340.500000 Penalty: 5425.823730
	Iteration 28Q: 3 clusters Score -7328340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7328352.000000 Penalty: 5425.823730
	Iteration 29Q: 3 clusters Score -7328352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7328354.500000 Penalty: 5425.823730
	Iteration 30Q: 3 clusters Score -7328354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7328362.500000 Penalty: 5425.823730
	Iteration 31Q: 3 clusters Score -7328362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7328372.000000 Penalty: 5425.823730
	Iteration 32Q: 3 clusters Score -7328372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7328377.500000 Penalty: 5425.823730
	Iteration 33Q: 3 clusters Score -7328378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7328379.500000 Penalty: 5425.823730
	Iteration 34Q: 3 clusters Score -7328380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7328372.000000 Penalty: 5425.823730
	Iteration 35Q: 3 clusters Score -7328372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7328377.500000 Penalty: 5425.823730
	Iteration 36Q: 3 clusters Score -7328378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7328377.500000 Penalty: 5425.823730
	Iteration 37F: 3 clusters Score -7328378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Entering Unmasked Estep 
Score: -3487399.750000 Penalty: 2534.282715
	Iteration 0F: 2 clusters Score -3487400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3468486.750000 Penalty: 5068.565430
	Iteration 0F: 3 clusters Score -3468487 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3475064.500000 Penalty: 5068.565430
	Iteration 1F: 3 clusters Score -3475064 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -3475509.250000 Penalty: 5068.565430
	Iteration 2Q: 3 clusters Score -3475509 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3475847.250000 Penalty: 5068.565430
	Iteration 3Q: 3 clusters Score -3475847 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3476150.750000 Penalty: 5068.565430
	Iteration 4Q: 3 clusters Score -3476151 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -3476416.500000 Penalty: 5068.565430
	Iteration 5Q: 3 clusters Score -3476416 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -3476726.750000 Penalty: 5068.565430
	Iteration 6Q: 3 clusters Score -3476727 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -3477140.750000 Penalty: 5068.565430
	Iteration 7Q: 3 clusters Score -3477141 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -3477809.000000 Penalty: 5068.565430
	Iteration 8Q: 3 clusters Score -3477809 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3478790.250000 Penalty: 5068.565430
	Iteration 9F: 3 clusters Score -3478790 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3480107.500000 Penalty: 5068.565430
	Iteration 10F: 3 clusters Score -3480108 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3481632.000000 Penalty: 5068.565430
	Iteration 11F: 3 clusters Score -3481632 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -3483011.250000 Penalty: 5068.565430
	Iteration 12F: 3 clusters Score -3483011 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -3484022.250000 Penalty: 5068.565430
	Iteration 13Q: 3 clusters Score -3484022 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -3484567.000000 Penalty: 5068.565430
	Iteration 14Q: 3 clusters Score -3484567 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3484881.000000 Penalty: 5068.565430
	Iteration 15Q: 3 clusters Score -3484881 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -3485016.250000 Penalty: 5068.565430
	Iteration 16Q: 3 clusters Score -3485016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -3485081.250000 Penalty: 5068.565430
	Iteration 17Q: 3 clusters Score -3485081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3485120.750000 Penalty: 5068.565430
	Iteration 18Q: 3 clusters Score -3485121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3485143.500000 Penalty: 5068.565430
	Iteration 19Q: 3 clusters Score -3485144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3485155.250000 Penalty: 5068.565430
	Iteration 20F: 3 clusters Score -3485155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3485170.750000 Penalty: 5068.565430
	Iteration 21Q: 3 clusters Score -3485171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -3485174.750000 Penalty: 5068.565430
	Iteration 22Q: 3 clusters Score -3485175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -3485174.250000 Penalty: 5068.565430
	Iteration 23Q: 3 clusters Score -3485174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -3485180.250000 Penalty: 5068.565430
	Iteration 24Q: 3 clusters Score -3485180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3485181.750000 Penalty: 5068.565430
	Iteration 25Q: 3 clusters Score -3485182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3485181.750000 Penalty: 5068.565430
	Iteration 26F: 3 clusters Score -3485182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Entering Unmasked Estep 
Score: -9933061.000000 Penalty: 2794.906250
	Iteration 0F: 2 clusters Score -9933061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -9880828.000000 Penalty: 5589.812500
	Iteration 0F: 3 clusters Score -9880828 nChanged 36726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -9901564.000000 Penalty: 5589.812500
	Iteration 1F: 3 clusters Score -9901564 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -9902174.000000 Penalty: 5589.812500
	Iteration 2Q: 3 clusters Score -9902174 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -9903048.000000 Penalty: 5589.812500
	Iteration 3Q: 3 clusters Score -9903048 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -9904190.000000 Penalty: 5589.812500
	Iteration 4Q: 3 clusters Score -9904190 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -9905628.000000 Penalty: 5589.812500
	Iteration 5Q: 3 clusters Score -9905628 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -9907193.000000 Penalty: 5589.812500
	Iteration 6Q: 3 clusters Score -9907193 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -9908678.000000 Penalty: 5589.812500
	Iteration 7Q: 3 clusters Score -9908678 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -9910160.000000 Penalty: 5589.812500
	Iteration 8Q: 3 clusters Score -9910160 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -9911676.000000 Penalty: 5589.812500
	Iteration 9Q: 3 clusters Score -9911676 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -9913450.000000 Penalty: 5589.812500
	Iteration 10Q: 3 clusters Score -9913450 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -9915171.000000 Penalty: 5589.812500
	Iteration 11Q: 3 clusters Score -9915171 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -9916771.000000 Penalty: 5589.812500
	Iteration 12Q: 3 clusters Score -9916771 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -9917949.000000 Penalty: 5589.812500
	Iteration 13Q: 3 clusters Score -9917949 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -9918759.000000 Penalty: 5589.812500
	Iteration 14Q: 3 clusters Score -9918759 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -9919344.000000 Penalty: 5589.812500
	Iteration 15Q: 3 clusters Score -9919344 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -9919800.000000 Penalty: 5589.812500
	Iteration 16Q: 3 clusters Score -9919800 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -9920044.000000 Penalty: 5589.812500
	Iteration 17Q: 3 clusters Score -9920044 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -9920406.000000 Penalty: 5589.812500
	Iteration 18Q: 3 clusters Score -9920406 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -9920660.000000 Penalty: 5589.812500
	Iteration 19Q: 3 clusters Score -9920660 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -9921020.000000 Penalty: 5589.812500
	Iteration 20F: 3 clusters Score -9921020 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -9921480.000000 Penalty: 5589.812500
	Iteration 21Q: 3 clusters Score -9921480 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -9922023.000000 Penalty: 5589.812500
	Iteration 22Q: 3 clusters Score -9922023 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -9922668.000000 Penalty: 5589.812500
	Iteration 23Q: 3 clusters Score -9922668 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -9923468.000000 Penalty: 5589.812500
	Iteration 24Q: 3 clusters Score -9923468 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -9924250.000000 Penalty: 5589.812500
	Iteration 25Q: 3 clusters Score -9924250 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -9925046.000000 Penalty: 5589.812500
	Iteration 26Q: 3 clusters Score -9925046 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -9925805.000000 Penalty: 5589.812500
	Iteration 27Q: 3 clusters Score -9925805 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 60367 members 
Entering Unmasked Estep 
Score: -9926496.000000 Penalty: 5589.812500
	Iteration 28Q: 3 clusters Score -9926496 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 61599 members 
Entering Unmasked Estep 
Score: -9927158.000000 Penalty: 5589.812500
	Iteration 29Q: 3 clusters Score -9927158 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -9927707.000000 Penalty: 5589.812500
	Iteration 30Q: 3 clusters Score -9927707 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -9928138.000000 Penalty: 5589.812500
	Iteration 31Q: 3 clusters Score -9928138 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 65049 members 
Entering Unmasked Estep 
Score: -9928553.000000 Penalty: 5589.812500
	Iteration 32Q: 3 clusters Score -9928553 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 66100 members 
Entering Unmasked Estep 
Score: -9928952.000000 Penalty: 5589.812500
	Iteration 33Q: 3 clusters Score -9928952 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 67076 members 
Entering Unmasked Estep 
Score: -9929381.000000 Penalty: 5589.812500
	Iteration 34Q: 3 clusters Score -9929381 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 68010 members 
Entering Unmasked Estep 
Score: -9929755.000000 Penalty: 5589.812500
	Iteration 35Q: 3 clusters Score -9929755 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -9930145.000000 Penalty: 5589.812500
	Iteration 36Q: 3 clusters Score -9930145 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -9930549.000000 Penalty: 5589.812500
	Iteration 37Q: 3 clusters Score -9930549 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 70559 members 
Entering Unmasked Estep 
Score: -9930928.000000 Penalty: 5589.812500
	Iteration 38Q: 3 clusters Score -9930928 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 71211 members 
Entering Unmasked Estep 
Score: -9931292.000000 Penalty: 5589.812500
	Iteration 39Q: 3 clusters Score -9931292 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -9931577.000000 Penalty: 5589.812500
	Iteration 40F: 3 clusters Score -9931577 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 72249 members 
Entering Unmasked Estep 
Score: -9931822.000000 Penalty: 5589.812500
	Iteration 41Q: 3 clusters Score -9931822 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 72704 members 
Entering Unmasked Estep 
Score: -9931967.000000 Penalty: 5589.812500
	Iteration 42Q: 3 clusters Score -9931967 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -9932077.000000 Penalty: 5589.812500
	Iteration 43Q: 3 clusters Score -9932077 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 73379 members 
Entering Unmasked Estep 
Score: -9932133.000000 Penalty: 5589.812500
	Iteration 44Q: 3 clusters Score -9932133 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -9932211.000000 Penalty: 5589.812500
	Iteration 45Q: 3 clusters Score -9932211 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 73800 members 
Entering Unmasked Estep 
Score: -9932263.000000 Penalty: 5589.812500
	Iteration 46Q: 3 clusters Score -9932263 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 73957 members 
Entering Unmasked Estep 
Score: -9932322.000000 Penalty: 5589.812500
	Iteration 47Q: 3 clusters Score -9932322 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 74074 members 
Entering Unmasked Estep 
Score: -9932352.000000 Penalty: 5589.812500
	Iteration 48Q: 3 clusters Score -9932352 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 74159 members 
Entering Unmasked Estep 
Score: -9932356.000000 Penalty: 5589.812500
	Iteration 49Q: 3 clusters Score -9932356 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 74246 members 
Entering Unmasked Estep 
Score: -9932350.000000 Penalty: 5589.812500
	Iteration 50Q: 3 clusters Score -9932350 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -9932384.000000 Penalty: 5589.812500
	Iteration 51Q: 3 clusters Score -9932384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
Score: -9932391.000000 Penalty: 5589.812500
	Iteration 52Q: 3 clusters Score -9932391 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 74433 members 
Entering Unmasked Estep 
Score: -9932375.000000 Penalty: 5589.812500
	Iteration 53Q: 3 clusters Score -9932375 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -9932399.000000 Penalty: 5589.812500
	Iteration 54Q: 3 clusters Score -9932399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 74544 members 
Entering Unmasked Estep 
Score: -9932398.000000 Penalty: 5589.812500
	Iteration 55Q: 3 clusters Score -9932398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
Score: -9932417.000000 Penalty: 5589.812500
	Iteration 56Q: 3 clusters Score -9932417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 74609 members 
Entering Unmasked Estep 
Score: -9932427.000000 Penalty: 5589.812500
	Iteration 57Q: 3 clusters Score -9932427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -9932423.000000 Penalty: 5589.812500
	Iteration 58Q: 3 clusters Score -9932423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -9932425.000000 Penalty: 5589.812500
	Iteration 59Q: 3 clusters Score -9932425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 74689 members 
Entering Unmasked Estep 
Score: -9932450.000000 Penalty: 5589.812500
	Iteration 60F: 3 clusters Score -9932450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 74716 members 
Entering Unmasked Estep 
Score: -9932429.000000 Penalty: 5589.812500
	Iteration 61Q: 3 clusters Score -9932429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -9932420.000000 Penalty: 5589.812500
	Iteration 62Q: 3 clusters Score -9932420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
Score: -9932416.000000 Penalty: 5589.812500
	Iteration 63Q: 3 clusters Score -9932416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 74772 members 
Entering Unmasked Estep 
Score: -9932415.000000 Penalty: 5589.812500
	Iteration 64Q: 3 clusters Score -9932415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
Score: -9932417.000000 Penalty: 5589.812500
	Iteration 65Q: 3 clusters Score -9932417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 74802 members 
Entering Unmasked Estep 
Score: -9932424.000000 Penalty: 5589.812500
	Iteration 66Q: 3 clusters Score -9932424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 74817 members 
Entering Unmasked Estep 
Score: -9932432.000000 Penalty: 5589.812500
	Iteration 67Q: 3 clusters Score -9932432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
Score: -9932430.000000 Penalty: 5589.812500
	Iteration 68Q: 3 clusters Score -9932430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 74836 members 
Entering Unmasked Estep 
Score: -9932437.000000 Penalty: 5589.812500
	Iteration 69Q: 3 clusters Score -9932437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 74849 members 
Entering Unmasked Estep 
Score: -9932446.000000 Penalty: 5589.812500
	Iteration 70Q: 3 clusters Score -9932446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 74860 members 
Entering Unmasked Estep 
Score: -9932441.000000 Penalty: 5589.812500
	Iteration 71Q: 3 clusters Score -9932441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 74871 members 
Entering Unmasked Estep 
Score: -9932435.000000 Penalty: 5589.812500
	Iteration 72Q: 3 clusters Score -9932435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 74886 members 
Entering Unmasked Estep 
Score: -9932430.000000 Penalty: 5589.812500
	Iteration 73Q: 3 clusters Score -9932430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 74899 members 
Entering Unmasked Estep 
Score: -9932432.000000 Penalty: 5589.812500
	Iteration 74Q: 3 clusters Score -9932432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -9932436.000000 Penalty: 5589.812500
	Iteration 75Q: 3 clusters Score -9932436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 74918 members 
Entering Unmasked Estep 
Score: -9932425.000000 Penalty: 5589.812500
	Iteration 76Q: 3 clusters Score -9932425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 74926 members 
Entering Unmasked Estep 
Score: -9932433.000000 Penalty: 5589.812500
	Iteration 77Q: 3 clusters Score -9932433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -9932434.000000 Penalty: 5589.812500
	Iteration 78Q: 3 clusters Score -9932434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 74940 members 
Entering Unmasked Estep 
Score: -9932432.000000 Penalty: 5589.812500
	Iteration 79Q: 3 clusters Score -9932432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 74949 members 
Entering Unmasked Estep 
Score: -9932429.000000 Penalty: 5589.812500
	Iteration 80F: 3 clusters Score -9932429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 74953 members 
Entering Unmasked Estep 
Score: -9932425.000000 Penalty: 5589.812500
	Iteration 81Q: 3 clusters Score -9932425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 74957 members 
Entering Unmasked Estep 
Score: -9932422.000000 Penalty: 5589.812500
	Iteration 82Q: 3 clusters Score -9932422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -9932424.000000 Penalty: 5589.812500
	Iteration 83Q: 3 clusters Score -9932424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 74965 members 
Entering Unmasked Estep 
Score: -9932427.000000 Penalty: 5589.812500
	Iteration 84Q: 3 clusters Score -9932427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -9932422.000000 Penalty: 5589.812500
	Iteration 85Q: 3 clusters Score -9932422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 74971 members 
Entering Unmasked Estep 
Score: -9932424.000000 Penalty: 5589.812500
	Iteration 86Q: 3 clusters Score -9932424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 74975 members 
Entering Unmasked Estep 
Score: -9932429.000000 Penalty: 5589.812500
	Iteration 87Q: 3 clusters Score -9932429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 74981 members 
Entering Unmasked Estep 
Score: -9932430.000000 Penalty: 5589.812500
	Iteration 88Q: 3 clusters Score -9932430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 74986 members 
Entering Unmasked Estep 
Score: -9932423.000000 Penalty: 5589.812500
	Iteration 89Q: 3 clusters Score -9932423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
Score: -9932430.000000 Penalty: 5589.812500
	Iteration 90Q: 3 clusters Score -9932430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -9932430.000000 Penalty: 5589.812500
	Iteration 91Q: 3 clusters Score -9932430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -9932428.000000 Penalty: 5589.812500
	Iteration 92Q: 3 clusters Score -9932428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 75000 members 
Entering Unmasked Estep 
Score: -9932430.000000 Penalty: 5589.812500
	Iteration 93Q: 3 clusters Score -9932430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
Score: -9932429.000000 Penalty: 5589.812500
	Iteration 94Q: 3 clusters Score -9932429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 75004 members 
Entering Unmasked Estep 
Score: -9932422.000000 Penalty: 5589.812500
	Iteration 95Q: 3 clusters Score -9932422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 75005 members 
Entering Unmasked Estep 
Score: -9932423.000000 Penalty: 5589.812500
	Iteration 96Q: 3 clusters Score -9932423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 75006 members 
Entering Unmasked Estep 
Score: -9932422.000000 Penalty: 5589.812500
	Iteration 97Q: 3 clusters Score -9932422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 75008 members 
Entering Unmasked Estep 
Score: -9932430.000000 Penalty: 5589.812500
	Iteration 98Q: 3 clusters Score -9932430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -9932428.000000 Penalty: 5589.812500
	Iteration 99Q: 3 clusters Score -9932428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -9932431.000000 Penalty: 5589.812500
	Iteration 100F: 3 clusters Score -9932431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Entering Unmasked Estep 
Score: -1695836.000000 Penalty: 2347.219482
	Iteration 0F: 2 clusters Score -1695836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1686352.500000 Penalty: 4694.438965
	Iteration 0F: 3 clusters Score -1686352 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1689186.000000 Penalty: 4694.438965
	Iteration 1F: 3 clusters Score -1689186 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1689444.125000 Penalty: 4694.438965
	Iteration 2F: 3 clusters Score -1689444 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1689628.750000 Penalty: 4694.438965
	Iteration 3Q: 3 clusters Score -1689629 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1689763.750000 Penalty: 4694.438965
	Iteration 4Q: 3 clusters Score -1689764 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1689881.875000 Penalty: 4694.438965
	Iteration 5Q: 3 clusters Score -1689882 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1689995.500000 Penalty: 4694.438965
	Iteration 6Q: 3 clusters Score -1689996 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1690093.625000 Penalty: 4694.438965
	Iteration 7Q: 3 clusters Score -1690094 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1690184.375000 Penalty: 4694.438965
	Iteration 8Q: 3 clusters Score -1690184 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1690275.125000 Penalty: 4694.438965
	Iteration 9Q: 3 clusters Score -1690275 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1690372.625000 Penalty: 4694.438965
	Iteration 10Q: 3 clusters Score -1690373 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1690488.875000 Penalty: 4694.438965
	Iteration 11Q: 3 clusters Score -1690489 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1690643.500000 Penalty: 4694.438965
	Iteration 12Q: 3 clusters Score -1690644 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1690844.000000 Penalty: 4694.438965
	Iteration 13Q: 3 clusters Score -1690844 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1691139.500000 Penalty: 4694.438965
	Iteration 14Q: 3 clusters Score -1691140 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1691524.625000 Penalty: 4694.438965
	Iteration 15Q: 3 clusters Score -1691525 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1691973.250000 Penalty: 4694.438965
	Iteration 16Q: 3 clusters Score -1691973 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1692404.500000 Penalty: 4694.438965
	Iteration 17Q: 3 clusters Score -1692404 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1692805.750000 Penalty: 4694.438965
	Iteration 18Q: 3 clusters Score -1692806 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1693113.875000 Penalty: 4694.438965
	Iteration 19Q: 3 clusters Score -1693114 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1693308.250000 Penalty: 4694.438965
	Iteration 20F: 3 clusters Score -1693308 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1693440.250000 Penalty: 4694.438965
	Iteration 21Q: 3 clusters Score -1693440 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1693548.875000 Penalty: 4694.438965
	Iteration 22Q: 3 clusters Score -1693549 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1693647.625000 Penalty: 4694.438965
	Iteration 23Q: 3 clusters Score -1693648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1693691.375000 Penalty: 4694.438965
	Iteration 24Q: 3 clusters Score -1693691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1693711.250000 Penalty: 4694.438965
	Iteration 25Q: 3 clusters Score -1693711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1693735.125000 Penalty: 4694.438965
	Iteration 26Q: 3 clusters Score -1693735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1693751.250000 Penalty: 4694.438965
	Iteration 27Q: 3 clusters Score -1693751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1693767.875000 Penalty: 4694.438965
	Iteration 28Q: 3 clusters Score -1693768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1693778.125000 Penalty: 4694.438965
	Iteration 29Q: 3 clusters Score -1693778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1693783.875000 Penalty: 4694.438965
	Iteration 30Q: 3 clusters Score -1693784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1693790.750000 Penalty: 4694.438965
	Iteration 31Q: 3 clusters Score -1693791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1693799.000000 Penalty: 4694.438965
	Iteration 32Q: 3 clusters Score -1693799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1693808.125000 Penalty: 4694.438965
	Iteration 33Q: 3 clusters Score -1693808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1693814.625000 Penalty: 4694.438965
	Iteration 34Q: 3 clusters Score -1693815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1693817.375000 Penalty: 4694.438965
	Iteration 35Q: 3 clusters Score -1693817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1693822.625000 Penalty: 4694.438965
	Iteration 36Q: 3 clusters Score -1693823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1693822.875000 Penalty: 4694.438965
	Iteration 37Q: 3 clusters Score -1693823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1693823.875000 Penalty: 4694.438965
	Iteration 38Q: 3 clusters Score -1693824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1693823.875000 Penalty: 4694.438965
	Iteration 39F: 3 clusters Score -1693824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (141065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141065 members 
Entering Unmasked Estep 
Score: -17959056.000000 Penalty: 2940.530273
	Iteration 0F: 2 clusters Score -1.795906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -17866494.000000 Penalty: 5881.060547
	Iteration 0F: 3 clusters Score -1.786649e+07 nChanged 67131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 72805 members 
Entering Unmasked Estep 
Score: -17906016.000000 Penalty: 5881.060547
	Iteration 1F: 3 clusters Score -1.790602e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 74277 members 
Entering Unmasked Estep 
Score: -17907658.000000 Penalty: 5881.060547
	Iteration 2Q: 3 clusters Score -1.790766e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64515 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -17909868.000000 Penalty: 5881.060547
	Iteration 3Q: 3 clusters Score -1.790987e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -17913362.000000 Penalty: 5881.060547
	Iteration 4F: 3 clusters Score -1.791336e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 83927 members 
Entering Unmasked Estep 
Score: -17918692.000000 Penalty: 5881.060547
	Iteration 5F: 3 clusters Score -1.791869e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 88931 members 
Entering Unmasked Estep 
Score: -17925158.000000 Penalty: 5881.060547
	Iteration 6F: 3 clusters Score -1.792516e+07 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 93913 members 
Entering Unmasked Estep 
Score: -17932270.000000 Penalty: 5881.060547
	Iteration 7F: 3 clusters Score -1.793227e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 97710 members 
Entering Unmasked Estep 
Score: -17938116.000000 Penalty: 5881.060547
	Iteration 8F: 3 clusters Score -1.793812e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 100163 members 
Entering Unmasked Estep 
Score: -17941144.000000 Penalty: 5881.060547
	Iteration 9Q: 3 clusters Score -1.794114e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 102093 members 
Entering Unmasked Estep 
Score: -17942450.000000 Penalty: 5881.060547
	Iteration 10Q: 3 clusters Score -1.794245e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 104001 members 
Entering Unmasked Estep 
Score: -17943304.000000 Penalty: 5881.060547
	Iteration 11Q: 3 clusters Score -1.79433e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 105978 members 
Entering Unmasked Estep 
Score: -17943914.000000 Penalty: 5881.060547
	Iteration 12Q: 3 clusters Score -1.794391e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 107972 members 
Entering Unmasked Estep 
Score: -17944520.000000 Penalty: 5881.060547
	Iteration 13Q: 3 clusters Score -1.794452e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 110031 members 
Entering Unmasked Estep 
Score: -17945132.000000 Penalty: 5881.060547
	Iteration 14Q: 3 clusters Score -1.794513e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 112215 members 
Entering Unmasked Estep 
Score: -17945780.000000 Penalty: 5881.060547
	Iteration 15Q: 3 clusters Score -1.794578e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 114441 members 
Entering Unmasked Estep 
Score: -17946556.000000 Penalty: 5881.060547
	Iteration 16Q: 3 clusters Score -1.794656e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 116764 members 
Entering Unmasked Estep 
Score: -17947356.000000 Penalty: 5881.060547
	Iteration 17Q: 3 clusters Score -1.794736e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 119101 members 
Entering Unmasked Estep 
Score: -17948318.000000 Penalty: 5881.060547
	Iteration 18Q: 3 clusters Score -1.794832e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 121372 members 
Entering Unmasked Estep 
Score: -17949240.000000 Penalty: 5881.060547
	Iteration 19Q: 3 clusters Score -1.794924e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 123484 members 
Entering Unmasked Estep 
Score: -17950094.000000 Penalty: 5881.060547
	Iteration 20F: 3 clusters Score -1.795009e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 125432 members 
Entering Unmasked Estep 
Score: -17951076.000000 Penalty: 5881.060547
	Iteration 21Q: 3 clusters Score -1.795108e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 127229 members 
Entering Unmasked Estep 
Score: -17951968.000000 Penalty: 5881.060547
	Iteration 22Q: 3 clusters Score -1.795197e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 128922 members 
Entering Unmasked Estep 
Score: -17952874.000000 Penalty: 5881.060547
	Iteration 23Q: 3 clusters Score -1.795287e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 130401 members 
Entering Unmasked Estep 
Score: -17953596.000000 Penalty: 5881.060547
	Iteration 24Q: 3 clusters Score -1.79536e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 131667 members 
Entering Unmasked Estep 
Score: -17954178.000000 Penalty: 5881.060547
	Iteration 25Q: 3 clusters Score -1.795418e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 132746 members 
Entering Unmasked Estep 
Score: -17954690.000000 Penalty: 5881.060547
	Iteration 26Q: 3 clusters Score -1.795469e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 133735 members 
Entering Unmasked Estep 
Score: -17955144.000000 Penalty: 5881.060547
	Iteration 27Q: 3 clusters Score -1.795514e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 134597 members 
Entering Unmasked Estep 
Score: -17955538.000000 Penalty: 5881.060547
	Iteration 28Q: 3 clusters Score -1.795554e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 135365 members 
Entering Unmasked Estep 
Score: -17955930.000000 Penalty: 5881.060547
	Iteration 29Q: 3 clusters Score -1.795593e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 136023 members 
Entering Unmasked Estep 
Score: -17956210.000000 Penalty: 5881.060547
	Iteration 30Q: 3 clusters Score -1.795621e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 136582 members 
Entering Unmasked Estep 
Score: -17956420.000000 Penalty: 5881.060547
	Iteration 31Q: 3 clusters Score -1.795642e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 137032 members 
Entering Unmasked Estep 
Score: -17956640.000000 Penalty: 5881.060547
	Iteration 32Q: 3 clusters Score -1.795664e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 137407 members 
Entering Unmasked Estep 
Score: -17956762.000000 Penalty: 5881.060547
	Iteration 33Q: 3 clusters Score -1.795676e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 137717 members 
Entering Unmasked Estep 
Score: -17956844.000000 Penalty: 5881.060547
	Iteration 34Q: 3 clusters Score -1.795684e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 137983 members 
Entering Unmasked Estep 
Score: -17956904.000000 Penalty: 5881.060547
	Iteration 35Q: 3 clusters Score -1.79569e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 138204 members 
Entering Unmasked Estep 
Score: -17956996.000000 Penalty: 5881.060547
	Iteration 36Q: 3 clusters Score -1.7957e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 138392 members 
Entering Unmasked Estep 
Score: -17957070.000000 Penalty: 5881.060547
	Iteration 37Q: 3 clusters Score -1.795707e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 138540 members 
Entering Unmasked Estep 
Score: -17957096.000000 Penalty: 5881.060547
	Iteration 38Q: 3 clusters Score -1.79571e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 138672 members 
Entering Unmasked Estep 
Score: -17957142.000000 Penalty: 5881.060547
	Iteration 39Q: 3 clusters Score -1.795714e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 138778 members 
Entering Unmasked Estep 
Score: -17957198.000000 Penalty: 5881.060547
	Iteration 40F: 3 clusters Score -1.79572e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 138863 members 
Entering Unmasked Estep 
Score: -17957214.000000 Penalty: 5881.060547
	Iteration 41Q: 3 clusters Score -1.795721e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 138938 members 
Entering Unmasked Estep 
Score: -17957210.000000 Penalty: 5881.060547
	Iteration 42Q: 3 clusters Score -1.795721e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 138990 members 
Entering Unmasked Estep 
Score: -17957226.000000 Penalty: 5881.060547
	Iteration 43Q: 3 clusters Score -1.795723e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 139032 members 
Entering Unmasked Estep 
Score: -17957234.000000 Penalty: 5881.060547
	Iteration 44Q: 3 clusters Score -1.795723e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 139078 members 
Entering Unmasked Estep 
Score: -17957250.000000 Penalty: 5881.060547
	Iteration 45Q: 3 clusters Score -1.795725e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 139120 members 
Entering Unmasked Estep 
Score: -17957274.000000 Penalty: 5881.060547
	Iteration 46Q: 3 clusters Score -1.795727e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 139170 members 
Entering Unmasked Estep 
Score: -17957304.000000 Penalty: 5881.060547
	Iteration 47Q: 3 clusters Score -1.79573e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 139211 members 
Entering Unmasked Estep 
Score: -17957314.000000 Penalty: 5881.060547
	Iteration 48Q: 3 clusters Score -1.795731e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 139248 members 
Entering Unmasked Estep 
Score: -17957310.000000 Penalty: 5881.060547
	Iteration 49Q: 3 clusters Score -1.795731e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 139282 members 
Entering Unmasked Estep 
Score: -17957326.000000 Penalty: 5881.060547
	Iteration 50Q: 3 clusters Score -1.795733e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 139323 members 
Entering Unmasked Estep 
Score: -17957334.000000 Penalty: 5881.060547
	Iteration 51Q: 3 clusters Score -1.795733e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 139361 members 
Entering Unmasked Estep 
Score: -17957348.000000 Penalty: 5881.060547
	Iteration 52Q: 3 clusters Score -1.795735e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 139397 members 
Entering Unmasked Estep 
Score: -17957350.000000 Penalty: 5881.060547
	Iteration 53Q: 3 clusters Score -1.795735e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 139428 members 
Entering Unmasked Estep 
Score: -17957344.000000 Penalty: 5881.060547
	Iteration 54Q: 3 clusters Score -1.795734e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 139452 members 
Entering Unmasked Estep 
Score: -17957354.000000 Penalty: 5881.060547
	Iteration 55Q: 3 clusters Score -1.795735e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 139476 members 
Entering Unmasked Estep 
Score: -17957382.000000 Penalty: 5881.060547
	Iteration 56Q: 3 clusters Score -1.795738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 139488 members 
Entering Unmasked Estep 
Score: -17957392.000000 Penalty: 5881.060547
	Iteration 57Q: 3 clusters Score -1.795739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 139496 members 
Entering Unmasked Estep 
Score: -17957392.000000 Penalty: 5881.060547
	Iteration 58Q: 3 clusters Score -1.795739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 139500 members 
Entering Unmasked Estep 
Score: -17957388.000000 Penalty: 5881.060547
	Iteration 59Q: 3 clusters Score -1.795739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 139504 members 
Entering Unmasked Estep 
Score: -17957382.000000 Penalty: 5881.060547
	Iteration 60F: 3 clusters Score -1.795738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 139508 members 
Entering Unmasked Estep 
Score: -17957392.000000 Penalty: 5881.060547
	Iteration 61Q: 3 clusters Score -1.795739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 139513 members 
Entering Unmasked Estep 
Score: -17957388.000000 Penalty: 5881.060547
	Iteration 62Q: 3 clusters Score -1.795739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 139516 members 
Entering Unmasked Estep 
Score: -17957384.000000 Penalty: 5881.060547
	Iteration 63Q: 3 clusters Score -1.795738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 139517 members 
Entering Unmasked Estep 
Score: -17957388.000000 Penalty: 5881.060547
	Iteration 64Q: 3 clusters Score -1.795739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 139517 members 
Entering Unmasked Estep 
Score: -17957388.000000 Penalty: 5881.060547
	Iteration 65F: 3 clusters Score -1.795739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (148703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148703 members 
Entering Unmasked Estep 
Score: -19064686.000000 Penalty: 2953.607178
	Iteration 0F: 2 clusters Score -1.906469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74835 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -18966964.000000 Penalty: 5907.214355
	Iteration 0F: 3 clusters Score -1.896696e+07 nChanged 71032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 66474 members 
Entering Unmasked Estep 
Score: -19008998.000000 Penalty: 5907.214355
	Iteration 1F: 3 clusters Score -1.9009e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87272 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -19011124.000000 Penalty: 5907.214355
	Iteration 2Q: 3 clusters Score -1.901112e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -19015492.000000 Penalty: 5907.214355
	Iteration 3F: 3 clusters Score -1.901549e+07 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105484 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -19023426.000000 Penalty: 5907.214355
	Iteration 4F: 3 clusters Score -1.902343e+07 nChanged 13275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118335 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -19035124.000000 Penalty: 5907.214355
	Iteration 5F: 3 clusters Score -1.903512e+07 nChanged 12869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130938 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -19047858.000000 Penalty: 5907.214355
	Iteration 6F: 3 clusters Score -1.904786e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139686 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -19056562.000000 Penalty: 5907.214355
	Iteration 7F: 3 clusters Score -1.905656e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144242 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -19060424.000000 Penalty: 5907.214355
	Iteration 8Q: 3 clusters Score -1.906042e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146278 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -19061688.000000 Penalty: 5907.214355
	Iteration 9Q: 3 clusters Score -1.906169e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147225 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -19062256.000000 Penalty: 5907.214355
	Iteration 10Q: 3 clusters Score -1.906226e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147605 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -19062360.000000 Penalty: 5907.214355
	Iteration 11Q: 3 clusters Score -1.906236e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147782 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -19062408.000000 Penalty: 5907.214355
	Iteration 12Q: 3 clusters Score -1.906241e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147853 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -19062470.000000 Penalty: 5907.214355
	Iteration 13Q: 3 clusters Score -1.906247e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147898 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -19062522.000000 Penalty: 5907.214355
	Iteration 14Q: 3 clusters Score -1.906252e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147927 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -19062548.000000 Penalty: 5907.214355
	Iteration 15Q: 3 clusters Score -1.906255e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147952 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -19062576.000000 Penalty: 5907.214355
	Iteration 16Q: 3 clusters Score -1.906258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147969 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -19062566.000000 Penalty: 5907.214355
	Iteration 17Q: 3 clusters Score -1.906257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147982 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -19062582.000000 Penalty: 5907.214355
	Iteration 18Q: 3 clusters Score -1.906258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147992 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -19062580.000000 Penalty: 5907.214355
	Iteration 19Q: 3 clusters Score -1.906258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147995 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -19062586.000000 Penalty: 5907.214355
	Iteration 20F: 3 clusters Score -1.906259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147998 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -19062604.000000 Penalty: 5907.214355
	Iteration 21Q: 3 clusters Score -1.90626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148000 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -19062600.000000 Penalty: 5907.214355
	Iteration 22Q: 3 clusters Score -1.90626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148002 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -19062594.000000 Penalty: 5907.214355
	Iteration 23Q: 3 clusters Score -1.906259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148005 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -19062596.000000 Penalty: 5907.214355
	Iteration 24Q: 3 clusters Score -1.90626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148007 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -19062600.000000 Penalty: 5907.214355
	Iteration 25Q: 3 clusters Score -1.90626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148008 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -19062596.000000 Penalty: 5907.214355
	Iteration 26Q: 3 clusters Score -1.90626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148009 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -19062586.000000 Penalty: 5907.214355
	Iteration 27Q: 3 clusters Score -1.906259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148010 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -19062586.000000 Penalty: 5907.214355
	Iteration 28Q: 3 clusters Score -1.906259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148011 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -19062586.000000 Penalty: 5907.214355
	Iteration 29Q: 3 clusters Score -1.906259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148012 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -19062588.000000 Penalty: 5907.214355
	Iteration 30Q: 3 clusters Score -1.906259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148015 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -19062596.000000 Penalty: 5907.214355
	Iteration 31Q: 3 clusters Score -1.90626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148017 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -19062594.000000 Penalty: 5907.214355
	Iteration 32Q: 3 clusters Score -1.906259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148019 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -19062586.000000 Penalty: 5907.214355
	Iteration 33Q: 3 clusters Score -1.906259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148021 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -19062610.000000 Penalty: 5907.214355
	Iteration 34Q: 3 clusters Score -1.906261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148024 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -19062592.000000 Penalty: 5907.214355
	Iteration 35Q: 3 clusters Score -1.906259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148026 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -19062584.000000 Penalty: 5907.214355
	Iteration 36Q: 3 clusters Score -1.906258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148026 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -19062588.000000 Penalty: 5907.214355
	Iteration 37Q: 3 clusters Score -1.906259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148026 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -19062588.000000 Penalty: 5907.214355
	Iteration 38F: 3 clusters Score -1.906259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Entering Unmasked Estep 
Score: -270644.625000 Penalty: 1904.454346
	Iteration 0F: 2 clusters Score -270644.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -267881.625000 Penalty: 3808.908691
	Iteration 0F: 3 clusters Score -267881.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -268410.250000 Penalty: 3808.908691
	Iteration 1F: 3 clusters Score -268410.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -268550.968750 Penalty: 3808.908691
	Iteration 2F: 3 clusters Score -268551 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -268615.687500 Penalty: 3808.908691
	Iteration 3Q: 3 clusters Score -268615.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -268657.250000 Penalty: 3808.908691
	Iteration 4Q: 3 clusters Score -268657.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -268685.812500 Penalty: 3808.908691
	Iteration 5Q: 3 clusters Score -268685.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -268701.906250 Penalty: 3808.908691
	Iteration 6Q: 3 clusters Score -268701.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -268716.437500 Penalty: 3808.908691
	Iteration 7Q: 3 clusters Score -268716.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -268723.656250 Penalty: 3808.908691
	Iteration 8Q: 3 clusters Score -268723.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -268732.875000 Penalty: 3808.908691
	Iteration 9Q: 3 clusters Score -268732.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -268741.062500 Penalty: 3808.908691
	Iteration 10Q: 3 clusters Score -268741.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -268751.437500 Penalty: 3808.908691
	Iteration 11Q: 3 clusters Score -268751.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -268757.125000 Penalty: 3808.908691
	Iteration 12Q: 3 clusters Score -268757.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -268761.250000 Penalty: 3808.908691
	Iteration 13Q: 3 clusters Score -268761.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -268767.656250 Penalty: 3808.908691
	Iteration 14Q: 3 clusters Score -268767.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -268772.000000 Penalty: 3808.908691
	Iteration 15Q: 3 clusters Score -268772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -268773.656250 Penalty: 3808.908691
	Iteration 16Q: 3 clusters Score -268773.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -268777.062500 Penalty: 3808.908691
	Iteration 17Q: 3 clusters Score -268777.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -268778.875000 Penalty: 3808.908691
	Iteration 18Q: 3 clusters Score -268778.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -268779.937500 Penalty: 3808.908691
	Iteration 19Q: 3 clusters Score -268779.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -268780.781250 Penalty: 3808.908691
	Iteration 20F: 3 clusters Score -268780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -268782.843750 Penalty: 3808.908691
	Iteration 21Q: 3 clusters Score -268782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -268784.343750 Penalty: 3808.908691
	Iteration 22Q: 3 clusters Score -268784.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -268785.093750 Penalty: 3808.908691
	Iteration 23Q: 3 clusters Score -268785.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -268786.218750 Penalty: 3808.908691
	Iteration 24Q: 3 clusters Score -268786.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -268786.218750 Penalty: 3808.908691
	Iteration 25F: 3 clusters Score -268786.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Entering Unmasked Estep 
Score: -244648.171875 Penalty: 1881.275635
	Iteration 0F: 2 clusters Score -244648.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -242043.921875 Penalty: 3762.551270
	Iteration 0F: 3 clusters Score -242043.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -242494.796875 Penalty: 3762.551270
	Iteration 1F: 3 clusters Score -242494.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -242604.234375 Penalty: 3762.551270
	Iteration 2F: 3 clusters Score -242604.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -242693.984375 Penalty: 3762.551270
	Iteration 3Q: 3 clusters Score -242694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -242758.234375 Penalty: 3762.551270
	Iteration 4Q: 3 clusters Score -242758.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -242800.421875 Penalty: 3762.551270
	Iteration 5Q: 3 clusters Score -242800.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -242833.234375 Penalty: 3762.551270
	Iteration 6Q: 3 clusters Score -242833.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -242857.812500 Penalty: 3762.551270
	Iteration 7Q: 3 clusters Score -242857.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -242874.828125 Penalty: 3762.551270
	Iteration 8Q: 3 clusters Score -242874.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -242891.671875 Penalty: 3762.551270
	Iteration 9Q: 3 clusters Score -242891.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -242901.484375 Penalty: 3762.551270
	Iteration 10Q: 3 clusters Score -242901.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -242909.796875 Penalty: 3762.551270
	Iteration 11Q: 3 clusters Score -242909.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -242914.953125 Penalty: 3762.551270
	Iteration 12Q: 3 clusters Score -242915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -242918.718750 Penalty: 3762.551270
	Iteration 13Q: 3 clusters Score -242918.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -242921.781250 Penalty: 3762.551270
	Iteration 14Q: 3 clusters Score -242921.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -242921.890625 Penalty: 3762.551270
	Iteration 15Q: 3 clusters Score -242921.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -242921.890625 Penalty: 3762.551270
	Iteration 16F: 3 clusters Score -242921.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -52153.398438 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -52153.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50644.812500 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -50644.81 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50990.824219 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -50990.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -51477.726562 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -51477.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -51965.578125 Penalty: 3090.318848
	Iteration 3F: 3 clusters Score -51965.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -52160.269531 Penalty: 3090.318848
	Iteration 4F: 3 clusters Score -52160.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -52248.820312 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -52248.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -52280.074219 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -52280.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -52283.832031 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -52283.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -52289.476562 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -52289.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -52289.476562 Penalty: 3090.318848
	Iteration 9F: 3 clusters Score -52289.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 56757 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 38630 members 
Mstep: Class 5 contains 16119 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151920 members 
Mstep: Class 8 contains 97954 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 117538 members 
Mstep: Class 11 contains 9433 members 
Mstep: Class 12 contains 150304 members 
Mstep: Class 13 contains 5881 members 
Mstep: Class 14 contains 173380 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 56340 members 
Mstep: Class 17 contains 27416 members 
Mstep: Class 18 contains 78416 members 
Mstep: Class 19 contains 12895 members 
Mstep: Class 20 contains 141065 members 
Mstep: Class 21 contains 148703 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 78 members 
Mstep: Class 25 contains 430 members 
Entering Unmasked Estep 
Score: -161298320.000000 Penalty: 87239.546875
Splitting cluster 24 changes total score from -161300448.000000 to -161298320.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 56757 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 38630 members 
Mstep: Class 5 contains 16119 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151920 members 
Mstep: Class 8 contains 97954 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 117538 members 
Mstep: Class 11 contains 9433 members 
Mstep: Class 12 contains 150304 members 
Mstep: Class 13 contains 5881 members 
Mstep: Class 14 contains 173380 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 56340 members 
Mstep: Class 17 contains 27416 members 
Mstep: Class 18 contains 78416 members 
Mstep: Class 19 contains 12895 members 
Mstep: Class 20 contains 141065 members 
Mstep: Class 21 contains 148703 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300176.000000 Penalty: 83749.968750
Iteration 159Q: 25 clusters Score -1.613002e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 56713 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 38624 members 
Mstep: Class 5 contains 16097 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151915 members 
Mstep: Class 8 contains 98168 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 117423 members 
Mstep: Class 11 contains 9439 members 
Mstep: Class 12 contains 150303 members 
Mstep: Class 13 contains 5870 members 
Mstep: Class 14 contains 173329 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 56208 members 
Mstep: Class 17 contains 27471 members 
Mstep: Class 18 contains 78401 members 
Mstep: Class 19 contains 13028 members 
Mstep: Class 20 contains 141084 members 
Mstep: Class 21 contains 148676 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300400.000000 Penalty: 83749.968750
Iteration 160F: 25 clusters Score -1.613004e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 56686 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 38632 members 
Mstep: Class 5 contains 16089 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151911 members 
Mstep: Class 8 contains 98371 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 117325 members 
Mstep: Class 11 contains 9440 members 
Mstep: Class 12 contains 150293 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 173312 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 56060 members 
Mstep: Class 17 contains 27523 members 
Mstep: Class 18 contains 78396 members 
Mstep: Class 19 contains 13143 members 
Mstep: Class 20 contains 141091 members 
Mstep: Class 21 contains 148616 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300448.000000 Penalty: 83749.968750
Iteration 161Q: 25 clusters Score -1.613004e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 56646 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 38643 members 
Mstep: Class 5 contains 16082 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151889 members 
Mstep: Class 8 contains 98593 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 117218 members 
Mstep: Class 11 contains 9436 members 
Mstep: Class 12 contains 150262 members 
Mstep: Class 13 contains 5857 members 
Mstep: Class 14 contains 173295 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 55912 members 
Mstep: Class 17 contains 27570 members 
Mstep: Class 18 contains 78398 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 141107 members 
Mstep: Class 21 contains 148572 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300608.000000 Penalty: 83749.968750
Iteration 162Q: 25 clusters Score -1.613006e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 56602 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 38647 members 
Mstep: Class 5 contains 16084 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151885 members 
Mstep: Class 8 contains 98833 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 117112 members 
Mstep: Class 11 contains 9438 members 
Mstep: Class 12 contains 150232 members 
Mstep: Class 13 contains 5853 members 
Mstep: Class 14 contains 173277 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 55745 members 
Mstep: Class 17 contains 27616 members 
Mstep: Class 18 contains 78390 members 
Mstep: Class 19 contains 13390 members 
Mstep: Class 20 contains 141105 members 
Mstep: Class 21 contains 148538 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300928.000000 Penalty: 83749.968750
Iteration 163Q: 25 clusters Score -1.613009e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 56563 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 38660 members 
Mstep: Class 5 contains 16084 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151858 members 
Mstep: Class 8 contains 99045 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 117001 members 
Mstep: Class 11 contains 9446 members 
Mstep: Class 12 contains 150204 members 
Mstep: Class 13 contains 5844 members 
Mstep: Class 14 contains 173270 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 55586 members 
Mstep: Class 17 contains 27654 members 
Mstep: Class 18 contains 78384 members 
Mstep: Class 19 contains 13516 members 
Mstep: Class 20 contains 141121 members 
Mstep: Class 21 contains 148509 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300768.000000 Penalty: 83749.968750
Iteration 164Q: 25 clusters Score -1.613008e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 56535 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 38665 members 
Mstep: Class 5 contains 16094 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151797 members 
Mstep: Class 8 contains 99257 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 116858 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 150198 members 
Mstep: Class 13 contains 5831 members 
Mstep: Class 14 contains 173277 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 55453 members 
Mstep: Class 17 contains 27689 members 
Mstep: Class 18 contains 78376 members 
Mstep: Class 19 contains 13634 members 
Mstep: Class 20 contains 141125 members 
Mstep: Class 21 contains 148504 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300560.000000 Penalty: 83749.968750
Iteration 165Q: 25 clusters Score -1.613006e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 56502 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 38684 members 
Mstep: Class 5 contains 16095 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151752 members 
Mstep: Class 8 contains 99456 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 116728 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 150180 members 
Mstep: Class 13 contains 5821 members 
Mstep: Class 14 contains 173254 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 55322 members 
Mstep: Class 17 contains 27732 members 
Mstep: Class 18 contains 78374 members 
Mstep: Class 19 contains 13774 members 
Mstep: Class 20 contains 141123 members 
Mstep: Class 21 contains 148497 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300672.000000 Penalty: 83749.968750
Iteration 166Q: 25 clusters Score -1.613007e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 56465 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 38709 members 
Mstep: Class 5 contains 16085 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151715 members 
Mstep: Class 8 contains 99675 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 116616 members 
Mstep: Class 11 contains 9450 members 
Mstep: Class 12 contains 150154 members 
Mstep: Class 13 contains 5814 members 
Mstep: Class 14 contains 173249 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 55160 members 
Mstep: Class 17 contains 27776 members 
Mstep: Class 18 contains 78365 members 
Mstep: Class 19 contains 13896 members 
Mstep: Class 20 contains 141119 members 
Mstep: Class 21 contains 148497 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300800.000000 Penalty: 83749.968750
Iteration 167Q: 25 clusters Score -1.613008e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 56414 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 38726 members 
Mstep: Class 5 contains 16081 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151658 members 
Mstep: Class 8 contains 99923 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 116507 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 150149 members 
Mstep: Class 13 contains 5806 members 
Mstep: Class 14 contains 173229 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 54962 members 
Mstep: Class 17 contains 27830 members 
Mstep: Class 18 contains 78352 members 
Mstep: Class 19 contains 14023 members 
Mstep: Class 20 contains 141131 members 
Mstep: Class 21 contains 148497 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300640.000000 Penalty: 83749.968750
Iteration 168Q: 25 clusters Score -1.613006e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 56369 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 38755 members 
Mstep: Class 5 contains 16087 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151578 members 
Mstep: Class 8 contains 100152 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 116414 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 150135 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 173202 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 54791 members 
Mstep: Class 17 contains 27883 members 
Mstep: Class 18 contains 78347 members 
Mstep: Class 19 contains 14153 members 
Mstep: Class 20 contains 141149 members 
Mstep: Class 21 contains 148480 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301040.000000 Penalty: 83749.968750
Iteration 169Q: 25 clusters Score -1.61301e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 56333 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 38771 members 
Mstep: Class 5 contains 16083 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151508 members 
Mstep: Class 8 contains 100376 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 116287 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 150147 members 
Mstep: Class 13 contains 5782 members 
Mstep: Class 14 contains 173173 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 54601 members 
Mstep: Class 17 contains 27925 members 
Mstep: Class 18 contains 78341 members 
Mstep: Class 19 contains 14292 members 
Mstep: Class 20 contains 141172 members 
Mstep: Class 21 contains 148489 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1973 members 
Mstep: Class 24 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300704.000000 Penalty: 83749.968750
Iteration 170Q: 25 clusters Score -1.613007e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 56291 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 38777 members 
Mstep: Class 5 contains 16076 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151456 members 
Mstep: Class 8 contains 100628 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 116176 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 150153 members 
Mstep: Class 13 contains 5778 members 
Mstep: Class 14 contains 173129 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 54382 members 
Mstep: Class 17 contains 27977 members 
Mstep: Class 18 contains 78333 members 
Mstep: Class 19 contains 14432 members 
Mstep: Class 20 contains 141193 members 
Mstep: Class 21 contains 148493 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1973 members 
Mstep: Class 24 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300752.000000 Penalty: 83749.968750
Iteration 171Q: 25 clusters Score -1.613008e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 56252 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 38778 members 
Mstep: Class 5 contains 16081 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151426 members 
Mstep: Class 8 contains 100895 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 116048 members 
Mstep: Class 11 contains 9465 members 
Mstep: Class 12 contains 150133 members 
Mstep: Class 13 contains 5769 members 
Mstep: Class 14 contains 173104 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 54149 members 
Mstep: Class 17 contains 28031 members 
Mstep: Class 18 contains 78320 members 
Mstep: Class 19 contains 14592 members 
Mstep: Class 20 contains 141209 members 
Mstep: Class 21 contains 148488 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300656.000000 Penalty: 83749.968750
Iteration 172Q: 25 clusters Score -1.613007e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 56215 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 38790 members 
Mstep: Class 5 contains 16070 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151379 members 
Mstep: Class 8 contains 101174 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 115936 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 150121 members 
Mstep: Class 13 contains 5764 members 
Mstep: Class 14 contains 173080 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 53881 members 
Mstep: Class 17 contains 28076 members 
Mstep: Class 18 contains 78313 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 141215 members 
Mstep: Class 21 contains 148499 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300944.000000 Penalty: 83749.968750
Iteration 173Q: 25 clusters Score -1.613009e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 56178 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 38809 members 
Mstep: Class 5 contains 16070 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151357 members 
Mstep: Class 8 contains 101473 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 115772 members 
Mstep: Class 11 contains 9465 members 
Mstep: Class 12 contains 150113 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 14 contains 173064 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 53614 members 
Mstep: Class 17 contains 28125 members 
Mstep: Class 18 contains 78299 members 
Mstep: Class 19 contains 14932 members 
Mstep: Class 20 contains 141202 members 
Mstep: Class 21 contains 148511 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300848.000000 Penalty: 83749.968750
Iteration 174Q: 25 clusters Score -1.613008e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 56144 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 38830 members 
Mstep: Class 5 contains 16055 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151349 members 
Mstep: Class 8 contains 101735 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 115601 members 
Mstep: Class 11 contains 9465 members 
Mstep: Class 12 contains 150117 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 173041 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 53400 members 
Mstep: Class 17 contains 28172 members 
Mstep: Class 18 contains 78284 members 
Mstep: Class 19 contains 15096 members 
Mstep: Class 20 contains 141190 members 
Mstep: Class 21 contains 148515 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301072.000000 Penalty: 83749.968750
Iteration 175Q: 25 clusters Score -1.613011e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 56102 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 38841 members 
Mstep: Class 5 contains 16031 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151362 members 
Mstep: Class 8 contains 102004 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 115424 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 150123 members 
Mstep: Class 13 contains 5737 members 
Mstep: Class 14 contains 173017 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 53179 members 
Mstep: Class 17 contains 28228 members 
Mstep: Class 18 contains 78277 members 
Mstep: Class 19 contains 15272 members 
Mstep: Class 20 contains 141168 members 
Mstep: Class 21 contains 148510 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300992.000000 Penalty: 83749.968750
Iteration 176Q: 25 clusters Score -1.61301e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 56060 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 38866 members 
Mstep: Class 5 contains 16021 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151354 members 
Mstep: Class 8 contains 102271 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 115220 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 150131 members 
Mstep: Class 13 contains 5733 members 
Mstep: Class 14 contains 173002 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 52966 members 
Mstep: Class 17 contains 28290 members 
Mstep: Class 18 contains 78282 members 
Mstep: Class 19 contains 15484 members 
Mstep: Class 20 contains 141136 members 
Mstep: Class 21 contains 148460 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1973 members 
Mstep: Class 24 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301456.000000 Penalty: 83749.968750
Iteration 177Q: 25 clusters Score -1.613015e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 56009 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 38885 members 
Mstep: Class 5 contains 16027 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151363 members 
Mstep: Class 8 contains 102529 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 115047 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 150118 members 
Mstep: Class 13 contains 5726 members 
Mstep: Class 14 contains 172959 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 52743 members 
Mstep: Class 17 contains 28362 members 
Mstep: Class 18 contains 78270 members 
Mstep: Class 19 contains 15669 members 
Mstep: Class 20 contains 141104 members 
Mstep: Class 21 contains 148465 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1973 members 
Mstep: Class 24 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301536.000000 Penalty: 83749.968750
Iteration 178Q: 25 clusters Score -1.613015e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 55965 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 38903 members 
Mstep: Class 5 contains 16020 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151359 members 
Mstep: Class 8 contains 102784 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 114858 members 
Mstep: Class 11 contains 9466 members 
Mstep: Class 12 contains 150108 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 172921 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 52513 members 
Mstep: Class 17 contains 28415 members 
Mstep: Class 18 contains 78265 members 
Mstep: Class 19 contains 15848 members 
Mstep: Class 20 contains 141105 members 
Mstep: Class 21 contains 148489 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1973 members 
Mstep: Class 24 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301728.000000 Penalty: 83749.968750
Iteration 179Q: 25 clusters Score -1.613017e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 55923 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 38921 members 
Mstep: Class 5 contains 16023 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151355 members 
Mstep: Class 8 contains 103027 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 114686 members 
Mstep: Class 11 contains 9467 members 
Mstep: Class 12 contains 150090 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 172872 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 52301 members 
Mstep: Class 17 contains 28480 members 
Mstep: Class 18 contains 78258 members 
Mstep: Class 19 contains 16026 members 
Mstep: Class 20 contains 141082 members 
Mstep: Class 21 contains 148517 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301952.000000 Penalty: 83749.968750
Iteration 180F: 25 clusters Score -1.61302e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55885 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 38929 members 
Mstep: Class 5 contains 16015 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151344 members 
Mstep: Class 8 contains 103285 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 114503 members 
Mstep: Class 11 contains 9465 members 
Mstep: Class 12 contains 150089 members 
Mstep: Class 13 contains 5702 members 
Mstep: Class 14 contains 172817 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 52089 members 
Mstep: Class 17 contains 28525 members 
Mstep: Class 18 contains 78242 members 
Mstep: Class 19 contains 16246 members 
Mstep: Class 20 contains 141069 members 
Mstep: Class 21 contains 148535 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302112.000000 Penalty: 83749.968750
Iteration 181Q: 25 clusters Score -1.613021e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55855 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 38939 members 
Mstep: Class 5 contains 16008 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151340 members 
Mstep: Class 8 contains 103576 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 114334 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 150077 members 
Mstep: Class 13 contains 5693 members 
Mstep: Class 14 contains 172714 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 51898 members 
Mstep: Class 17 contains 28575 members 
Mstep: Class 18 contains 78219 members 
Mstep: Class 19 contains 16456 members 
Mstep: Class 20 contains 141059 members 
Mstep: Class 21 contains 148532 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302064.000000 Penalty: 83749.968750
Iteration 182Q: 25 clusters Score -1.613021e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55823 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 38958 members 
Mstep: Class 5 contains 16009 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151355 members 
Mstep: Class 8 contains 103859 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 114159 members 
Mstep: Class 11 contains 9473 members 
Mstep: Class 12 contains 150080 members 
Mstep: Class 13 contains 5682 members 
Mstep: Class 14 contains 172590 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 51676 members 
Mstep: Class 17 contains 28628 members 
Mstep: Class 18 contains 78202 members 
Mstep: Class 19 contains 16664 members 
Mstep: Class 20 contains 141062 members 
Mstep: Class 21 contains 148518 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302176.000000 Penalty: 83749.968750
Iteration 183Q: 25 clusters Score -1.613022e+08 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55791 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 38975 members 
Mstep: Class 5 contains 16009 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151332 members 
Mstep: Class 8 contains 104155 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 113979 members 
Mstep: Class 11 contains 9483 members 
Mstep: Class 12 contains 150074 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 172471 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 51418 members 
Mstep: Class 17 contains 28679 members 
Mstep: Class 18 contains 78184 members 
Mstep: Class 19 contains 16865 members 
Mstep: Class 20 contains 141076 members 
Mstep: Class 21 contains 148574 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302224.000000 Penalty: 83749.968750
Iteration 184Q: 25 clusters Score -1.613022e+08 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55765 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 38977 members 
Mstep: Class 5 contains 15997 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151316 members 
Mstep: Class 8 contains 104483 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 113834 members 
Mstep: Class 11 contains 9479 members 
Mstep: Class 12 contains 150044 members 
Mstep: Class 13 contains 5664 members 
Mstep: Class 14 contains 172369 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 51160 members 
Mstep: Class 17 contains 28731 members 
Mstep: Class 18 contains 78170 members 
Mstep: Class 19 contains 17046 members 
Mstep: Class 20 contains 141098 members 
Mstep: Class 21 contains 148604 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302016.000000 Penalty: 83749.968750
Iteration 185Q: 25 clusters Score -1.61302e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55737 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 38984 members 
Mstep: Class 5 contains 15996 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151327 members 
Mstep: Class 8 contains 104790 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 113661 members 
Mstep: Class 11 contains 9479 members 
Mstep: Class 12 contains 150012 members 
Mstep: Class 13 contains 5651 members 
Mstep: Class 14 contains 172241 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 50895 members 
Mstep: Class 17 contains 28796 members 
Mstep: Class 18 contains 78163 members 
Mstep: Class 19 contains 17227 members 
Mstep: Class 20 contains 141112 members 
Mstep: Class 21 contains 148667 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302064.000000 Penalty: 83749.968750
Iteration 186Q: 25 clusters Score -1.613021e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55695 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 38990 members 
Mstep: Class 5 contains 15986 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151345 members 
Mstep: Class 8 contains 105099 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 113514 members 
Mstep: Class 11 contains 9480 members 
Mstep: Class 12 contains 149973 members 
Mstep: Class 13 contains 5639 members 
Mstep: Class 14 contains 172125 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 50643 members 
Mstep: Class 17 contains 28868 members 
Mstep: Class 18 contains 78162 members 
Mstep: Class 19 contains 17423 members 
Mstep: Class 20 contains 141128 members 
Mstep: Class 21 contains 148667 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302288.000000 Penalty: 83749.968750
Iteration 187Q: 25 clusters Score -1.613023e+08 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55656 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 38996 members 
Mstep: Class 5 contains 15985 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151326 members 
Mstep: Class 8 contains 105397 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 113375 members 
Mstep: Class 11 contains 9478 members 
Mstep: Class 12 contains 149965 members 
Mstep: Class 13 contains 5630 members 
Mstep: Class 14 contains 172029 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 50384 members 
Mstep: Class 17 contains 28952 members 
Mstep: Class 18 contains 78156 members 
Mstep: Class 19 contains 17598 members 
Mstep: Class 20 contains 141149 members 
Mstep: Class 21 contains 148661 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302176.000000 Penalty: 83749.968750
Iteration 188Q: 25 clusters Score -1.613022e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55622 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 39003 members 
Mstep: Class 5 contains 15975 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151292 members 
Mstep: Class 8 contains 105668 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 113212 members 
Mstep: Class 11 contains 9479 members 
Mstep: Class 12 contains 149970 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 171971 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 50129 members 
Mstep: Class 17 contains 29028 members 
Mstep: Class 18 contains 78141 members 
Mstep: Class 19 contains 17791 members 
Mstep: Class 20 contains 141162 members 
Mstep: Class 21 contains 148673 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302448.000000 Penalty: 83749.968750
Iteration 189Q: 25 clusters Score -1.613024e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55602 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 39000 members 
Mstep: Class 5 contains 15953 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151320 members 
Mstep: Class 8 contains 105920 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 113074 members 
Mstep: Class 11 contains 9478 members 
Mstep: Class 12 contains 149972 members 
Mstep: Class 13 contains 5607 members 
Mstep: Class 14 contains 171915 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 49853 members 
Mstep: Class 17 contains 29100 members 
Mstep: Class 18 contains 78138 members 
Mstep: Class 19 contains 17983 members 
Mstep: Class 20 contains 141154 members 
Mstep: Class 21 contains 148671 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302160.000000 Penalty: 83749.968750
Iteration 190Q: 25 clusters Score -1.613022e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55576 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 39003 members 
Mstep: Class 5 contains 15939 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151320 members 
Mstep: Class 8 contains 106166 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 112939 members 
Mstep: Class 11 contains 9482 members 
Mstep: Class 12 contains 149968 members 
Mstep: Class 13 contains 5593 members 
Mstep: Class 14 contains 171883 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 49615 members 
Mstep: Class 17 contains 29176 members 
Mstep: Class 18 contains 78125 members 
Mstep: Class 19 contains 18155 members 
Mstep: Class 20 contains 141131 members 
Mstep: Class 21 contains 148668 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302288.000000 Penalty: 83749.968750
Iteration 191Q: 25 clusters Score -1.613023e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55554 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 38995 members 
Mstep: Class 5 contains 15905 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151326 members 
Mstep: Class 8 contains 106413 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 112819 members 
Mstep: Class 11 contains 9485 members 
Mstep: Class 12 contains 149949 members 
Mstep: Class 13 contains 5578 members 
Mstep: Class 14 contains 171826 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 49388 members 
Mstep: Class 17 contains 29247 members 
Mstep: Class 18 contains 78112 members 
Mstep: Class 19 contains 18361 members 
Mstep: Class 20 contains 141105 members 
Mstep: Class 21 contains 148675 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302640.000000 Penalty: 83749.968750
Iteration 192Q: 25 clusters Score -1.613026e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55524 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 38998 members 
Mstep: Class 5 contains 15887 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151313 members 
Mstep: Class 8 contains 106664 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 112705 members 
Mstep: Class 11 contains 9487 members 
Mstep: Class 12 contains 149921 members 
Mstep: Class 13 contains 5566 members 
Mstep: Class 14 contains 171786 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 49143 members 
Mstep: Class 17 contains 29320 members 
Mstep: Class 18 contains 78093 members 
Mstep: Class 19 contains 18565 members 
Mstep: Class 20 contains 141095 members 
Mstep: Class 21 contains 148671 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302864.000000 Penalty: 83749.968750
Iteration 193Q: 25 clusters Score -1.613029e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55485 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 39008 members 
Mstep: Class 5 contains 15881 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151274 members 
Mstep: Class 8 contains 106930 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 112586 members 
Mstep: Class 11 contains 9488 members 
Mstep: Class 12 contains 149873 members 
Mstep: Class 13 contains 5553 members 
Mstep: Class 14 contains 171737 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 48912 members 
Mstep: Class 17 contains 29401 members 
Mstep: Class 18 contains 78086 members 
Mstep: Class 19 contains 18771 members 
Mstep: Class 20 contains 141065 members 
Mstep: Class 21 contains 148689 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1973 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302992.000000 Penalty: 83749.968750
Iteration 194Q: 25 clusters Score -1.61303e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55444 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 39012 members 
Mstep: Class 5 contains 15870 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151293 members 
Mstep: Class 8 contains 107187 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 112445 members 
Mstep: Class 11 contains 9486 members 
Mstep: Class 12 contains 149824 members 
Mstep: Class 13 contains 5540 members 
Mstep: Class 14 contains 171683 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 48666 members 
Mstep: Class 17 contains 29479 members 
Mstep: Class 18 contains 78092 members 
Mstep: Class 19 contains 18982 members 
Mstep: Class 20 contains 141048 members 
Mstep: Class 21 contains 148687 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302880.000000 Penalty: 83749.968750
Iteration 195Q: 25 clusters Score -1.613029e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55415 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 39024 members 
Mstep: Class 5 contains 15868 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151274 members 
Mstep: Class 8 contains 107435 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 112312 members 
Mstep: Class 11 contains 9487 members 
Mstep: Class 12 contains 149804 members 
Mstep: Class 13 contains 5530 members 
Mstep: Class 14 contains 171626 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 48425 members 
Mstep: Class 17 contains 29541 members 
Mstep: Class 18 contains 78089 members 
Mstep: Class 19 contains 19219 members 
Mstep: Class 20 contains 140979 members 
Mstep: Class 21 contains 148710 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303216.000000 Penalty: 83749.968750
Iteration 196Q: 25 clusters Score -1.613032e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55383 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 39037 members 
Mstep: Class 5 contains 15867 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151245 members 
Mstep: Class 8 contains 107677 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 112202 members 
Mstep: Class 11 contains 9492 members 
Mstep: Class 12 contains 149804 members 
Mstep: Class 13 contains 5518 members 
Mstep: Class 14 contains 171578 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 48180 members 
Mstep: Class 17 contains 29606 members 
Mstep: Class 18 contains 78089 members 
Mstep: Class 19 contains 19441 members 
Mstep: Class 20 contains 140935 members 
Mstep: Class 21 contains 148684 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303024.000000 Penalty: 83749.968750
Iteration 197Q: 25 clusters Score -1.61303e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55361 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 39052 members 
Mstep: Class 5 contains 15852 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151172 members 
Mstep: Class 8 contains 107926 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 112124 members 
Mstep: Class 11 contains 9489 members 
Mstep: Class 12 contains 149802 members 
Mstep: Class 13 contains 5505 members 
Mstep: Class 14 contains 171532 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 47925 members 
Mstep: Class 17 contains 29662 members 
Mstep: Class 18 contains 78086 members 
Mstep: Class 19 contains 19661 members 
Mstep: Class 20 contains 140885 members 
Mstep: Class 21 contains 148704 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303168.000000 Penalty: 83749.968750
Iteration 198Q: 25 clusters Score -1.613032e+08 nChanged 1806
Entering ConstructFrom: 
Score: -161303168.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -92251.382812 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -92251.38 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 418 members 
Entering Unmasked Estep 
Score: -90478.343750 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -90478.34 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90939.007812 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -90939.01 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91192.000000 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -91192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91317.226562 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -91317.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91407.640625 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -91407.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91448.617188 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -91448.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91503.515625 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -91503.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91574.312500 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -91574.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91672.851562 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -91672.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -91830.195312 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -91830.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92019.976562 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -92019.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -92030.820312 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -92030.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -92038.367188 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -92038.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92041.914062 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -92041.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92041.914062 Penalty: 3342.123535
	Iteration 14F: 3 clusters Score -92041.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (55341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Entering Unmasked Estep 
Score: -6835993.000000 Penalty: 2708.474854
	Iteration 0F: 2 clusters Score -6835993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -6798710.500000 Penalty: 5416.949707
	Iteration 0F: 3 clusters Score -6798710 nChanged 25678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -6813215.000000 Penalty: 5416.949707
	Iteration 1F: 3 clusters Score -6813215 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -6813837.500000 Penalty: 5416.949707
	Iteration 2Q: 3 clusters Score -6813838 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -6814536.500000 Penalty: 5416.949707
	Iteration 3Q: 3 clusters Score -6814536 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -6815521.500000 Penalty: 5416.949707
	Iteration 4Q: 3 clusters Score -6815522 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -6817040.000000 Penalty: 5416.949707
	Iteration 5F: 3 clusters Score -6817040 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -6819448.500000 Penalty: 5416.949707
	Iteration 6F: 3 clusters Score -6819448 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -6823013.500000 Penalty: 5416.949707
	Iteration 7F: 3 clusters Score -6823014 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -6827128.000000 Penalty: 5416.949707
	Iteration 8F: 3 clusters Score -6827128 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -6830418.500000 Penalty: 5416.949707
	Iteration 9F: 3 clusters Score -6830418 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6832303.500000 Penalty: 5416.949707
	Iteration 10Q: 3 clusters Score -6832304 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6833105.500000 Penalty: 5416.949707
	Iteration 11Q: 3 clusters Score -6833106 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6833391.000000 Penalty: 5416.949707
	Iteration 12Q: 3 clusters Score -6833391 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6833504.500000 Penalty: 5416.949707
	Iteration 13Q: 3 clusters Score -6833504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6833552.000000 Penalty: 5416.949707
	Iteration 14Q: 3 clusters Score -6833552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6833584.000000 Penalty: 5416.949707
	Iteration 15Q: 3 clusters Score -6833584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6833598.500000 Penalty: 5416.949707
	Iteration 16Q: 3 clusters Score -6833598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6833604.000000 Penalty: 5416.949707
	Iteration 17Q: 3 clusters Score -6833604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6833613.000000 Penalty: 5416.949707
	Iteration 18Q: 3 clusters Score -6833613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6833622.000000 Penalty: 5416.949707
	Iteration 19Q: 3 clusters Score -6833622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6833635.000000 Penalty: 5416.949707
	Iteration 20F: 3 clusters Score -6833635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6833633.500000 Penalty: 5416.949707
	Iteration 21Q: 3 clusters Score -6833634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6833639.500000 Penalty: 5416.949707
	Iteration 22Q: 3 clusters Score -6833640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6833639.500000 Penalty: 5416.949707
	Iteration 23Q: 3 clusters Score -6833640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6833640.500000 Penalty: 5416.949707
	Iteration 24Q: 3 clusters Score -6833640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6833643.500000 Penalty: 5416.949707
	Iteration 25Q: 3 clusters Score -6833644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6833643.500000 Penalty: 5416.949707
	Iteration 26F: 3 clusters Score -6833644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Entering Unmasked Estep 
Score: -130629.617188 Penalty: 1746.703613
	Iteration 0F: 2 clusters Score -130629.6 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 571 members 
Entering Unmasked Estep 
Score: -128677.359375 Penalty: 3493.407227
	Iteration 0F: 3 clusters Score -128677.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -129141.828125 Penalty: 3493.407227
	Iteration 1F: 3 clusters Score -129141.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -129359.242188 Penalty: 3493.407227
	Iteration 2F: 3 clusters Score -129359.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -129475.578125 Penalty: 3493.407227
	Iteration 3F: 3 clusters Score -129475.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -129564.687500 Penalty: 3493.407227
	Iteration 4Q: 3 clusters Score -129564.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -129637.359375 Penalty: 3493.407227
	Iteration 5Q: 3 clusters Score -129637.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -129692.804688 Penalty: 3493.407227
	Iteration 6Q: 3 clusters Score -129692.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -129733.929688 Penalty: 3493.407227
	Iteration 7Q: 3 clusters Score -129733.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -129764.218750 Penalty: 3493.407227
	Iteration 8Q: 3 clusters Score -129764.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -129804.164062 Penalty: 3493.407227
	Iteration 9Q: 3 clusters Score -129804.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -129850.984375 Penalty: 3493.407227
	Iteration 10Q: 3 clusters Score -129851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -129879.851562 Penalty: 3493.407227
	Iteration 11Q: 3 clusters Score -129879.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -129901.281250 Penalty: 3493.407227
	Iteration 12Q: 3 clusters Score -129901.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -129910.281250 Penalty: 3493.407227
	Iteration 13Q: 3 clusters Score -129910.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -129916.289062 Penalty: 3493.407227
	Iteration 14Q: 3 clusters Score -129916.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -129920.117188 Penalty: 3493.407227
	Iteration 15Q: 3 clusters Score -129920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -129927.851562 Penalty: 3493.407227
	Iteration 16Q: 3 clusters Score -129927.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -129934.046875 Penalty: 3493.407227
	Iteration 17Q: 3 clusters Score -129934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -129945.976562 Penalty: 3493.407227
	Iteration 18Q: 3 clusters Score -129946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -129947.562500 Penalty: 3493.407227
	Iteration 19Q: 3 clusters Score -129947.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -129947.562500 Penalty: 3493.407227
	Iteration 20F: 3 clusters Score -129947.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Entering Unmasked Estep 
Score: -5008683.000000 Penalty: 2622.163086
	Iteration 0F: 2 clusters Score -5008683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -4982272.000000 Penalty: 5244.326172
	Iteration 0F: 3 clusters Score -4982272 nChanged 17824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -4991811.000000 Penalty: 5244.326172
	Iteration 1F: 3 clusters Score -4991811 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -4992210.500000 Penalty: 5244.326172
	Iteration 2Q: 3 clusters Score -4992210 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -4992561.000000 Penalty: 5244.326172
	Iteration 3Q: 3 clusters Score -4992561 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4992844.500000 Penalty: 5244.326172
	Iteration 4Q: 3 clusters Score -4992844 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -4993123.500000 Penalty: 5244.326172
	Iteration 5Q: 3 clusters Score -4993124 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -4993375.000000 Penalty: 5244.326172
	Iteration 6Q: 3 clusters Score -4993375 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4993660.500000 Penalty: 5244.326172
	Iteration 7Q: 3 clusters Score -4993660 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -4993970.000000 Penalty: 5244.326172
	Iteration 8Q: 3 clusters Score -4993970 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -4994323.500000 Penalty: 5244.326172
	Iteration 9Q: 3 clusters Score -4994324 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -4994836.500000 Penalty: 5244.326172
	Iteration 10Q: 3 clusters Score -4994836 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -4995451.500000 Penalty: 5244.326172
	Iteration 11Q: 3 clusters Score -4995452 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -4996361.500000 Penalty: 5244.326172
	Iteration 12Q: 3 clusters Score -4996362 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -4997500.500000 Penalty: 5244.326172
	Iteration 13Q: 3 clusters Score -4997500 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -4998818.500000 Penalty: 5244.326172
	Iteration 14Q: 3 clusters Score -4998818 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -5000120.000000 Penalty: 5244.326172
	Iteration 15Q: 3 clusters Score -5000120 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -5001312.500000 Penalty: 5244.326172
	Iteration 16Q: 3 clusters Score -5001312 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -5002268.000000 Penalty: 5244.326172
	Iteration 17Q: 3 clusters Score -5002268 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -5002969.000000 Penalty: 5244.326172
	Iteration 18Q: 3 clusters Score -5002969 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -5003551.500000 Penalty: 5244.326172
	Iteration 19Q: 3 clusters Score -5003552 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -5004103.500000 Penalty: 5244.326172
	Iteration 20F: 3 clusters Score -5004104 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -5004580.500000 Penalty: 5244.326172
	Iteration 21Q: 3 clusters Score -5004580 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -5004991.000000 Penalty: 5244.326172
	Iteration 22Q: 3 clusters Score -5004991 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -5005275.000000 Penalty: 5244.326172
	Iteration 23Q: 3 clusters Score -5005275 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -5005474.000000 Penalty: 5244.326172
	Iteration 24Q: 3 clusters Score -5005474 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -5005621.500000 Penalty: 5244.326172
	Iteration 25Q: 3 clusters Score -5005622 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -5005736.500000 Penalty: 5244.326172
	Iteration 26Q: 3 clusters Score -5005736 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -5005802.000000 Penalty: 5244.326172
	Iteration 27Q: 3 clusters Score -5005802 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -5005856.000000 Penalty: 5244.326172
	Iteration 28Q: 3 clusters Score -5005856 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -5005894.500000 Penalty: 5244.326172
	Iteration 29Q: 3 clusters Score -5005894 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -5005916.500000 Penalty: 5244.326172
	Iteration 30Q: 3 clusters Score -5005916 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -5005951.500000 Penalty: 5244.326172
	Iteration 31Q: 3 clusters Score -5005952 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -5005981.000000 Penalty: 5244.326172
	Iteration 32Q: 3 clusters Score -5005981 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5005988.000000 Penalty: 5244.326172
	Iteration 33Q: 3 clusters Score -5005988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -5006011.000000 Penalty: 5244.326172
	Iteration 34Q: 3 clusters Score -5006011 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5006024.500000 Penalty: 5244.326172
	Iteration 35Q: 3 clusters Score -5006024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5006044.500000 Penalty: 5244.326172
	Iteration 36Q: 3 clusters Score -5006044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -5006056.500000 Penalty: 5244.326172
	Iteration 37Q: 3 clusters Score -5006056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5006074.000000 Penalty: 5244.326172
	Iteration 38Q: 3 clusters Score -5006074 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5006095.500000 Penalty: 5244.326172
	Iteration 39Q: 3 clusters Score -5006096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5006111.500000 Penalty: 5244.326172
	Iteration 40F: 3 clusters Score -5006112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5006135.500000 Penalty: 5244.326172
	Iteration 41Q: 3 clusters Score -5006136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5006146.000000 Penalty: 5244.326172
	Iteration 42Q: 3 clusters Score -5006146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5006167.500000 Penalty: 5244.326172
	Iteration 43Q: 3 clusters Score -5006168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5006181.500000 Penalty: 5244.326172
	Iteration 44Q: 3 clusters Score -5006182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5006195.500000 Penalty: 5244.326172
	Iteration 45Q: 3 clusters Score -5006196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5006201.000000 Penalty: 5244.326172
	Iteration 46Q: 3 clusters Score -5006201 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5006208.000000 Penalty: 5244.326172
	Iteration 47Q: 3 clusters Score -5006208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5006221.000000 Penalty: 5244.326172
	Iteration 48Q: 3 clusters Score -5006221 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5006247.000000 Penalty: 5244.326172
	Iteration 49Q: 3 clusters Score -5006247 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5006263.000000 Penalty: 5244.326172
	Iteration 50Q: 3 clusters Score -5006263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5006283.000000 Penalty: 5244.326172
	Iteration 51Q: 3 clusters Score -5006283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5006289.000000 Penalty: 5244.326172
	Iteration 52Q: 3 clusters Score -5006289 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5006305.500000 Penalty: 5244.326172
	Iteration 53Q: 3 clusters Score -5006306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5006301.500000 Penalty: 5244.326172
	Iteration 54Q: 3 clusters Score -5006302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5006301.000000 Penalty: 5244.326172
	Iteration 55Q: 3 clusters Score -5006301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5006306.500000 Penalty: 5244.326172
	Iteration 56Q: 3 clusters Score -5006306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5006310.000000 Penalty: 5244.326172
	Iteration 57Q: 3 clusters Score -5006310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5006307.500000 Penalty: 5244.326172
	Iteration 58Q: 3 clusters Score -5006308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5006325.500000 Penalty: 5244.326172
	Iteration 59Q: 3 clusters Score -5006326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5006341.500000 Penalty: 5244.326172
	Iteration 60F: 3 clusters Score -5006342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5006352.000000 Penalty: 5244.326172
	Iteration 61Q: 3 clusters Score -5006352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5006358.000000 Penalty: 5244.326172
	Iteration 62Q: 3 clusters Score -5006358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5006367.500000 Penalty: 5244.326172
	Iteration 63Q: 3 clusters Score -5006368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5006373.500000 Penalty: 5244.326172
	Iteration 64Q: 3 clusters Score -5006374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5006385.500000 Penalty: 5244.326172
	Iteration 65Q: 3 clusters Score -5006386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5006391.500000 Penalty: 5244.326172
	Iteration 66Q: 3 clusters Score -5006392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5006395.000000 Penalty: 5244.326172
	Iteration 67Q: 3 clusters Score -5006395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5006389.000000 Penalty: 5244.326172
	Iteration 68Q: 3 clusters Score -5006389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5006405.000000 Penalty: 5244.326172
	Iteration 69Q: 3 clusters Score -5006405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5006401.000000 Penalty: 5244.326172
	Iteration 70Q: 3 clusters Score -5006401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5006400.500000 Penalty: 5244.326172
	Iteration 71Q: 3 clusters Score -5006400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5006410.500000 Penalty: 5244.326172
	Iteration 72Q: 3 clusters Score -5006410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5006411.000000 Penalty: 5244.326172
	Iteration 73Q: 3 clusters Score -5006411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5006415.000000 Penalty: 5244.326172
	Iteration 74Q: 3 clusters Score -5006415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5006412.000000 Penalty: 5244.326172
	Iteration 75Q: 3 clusters Score -5006412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5006416.500000 Penalty: 5244.326172
	Iteration 76Q: 3 clusters Score -5006416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5006420.000000 Penalty: 5244.326172
	Iteration 77Q: 3 clusters Score -5006420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5006423.000000 Penalty: 5244.326172
	Iteration 78Q: 3 clusters Score -5006423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5006422.000000 Penalty: 5244.326172
	Iteration 79Q: 3 clusters Score -5006422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5006429.500000 Penalty: 5244.326172
	Iteration 80F: 3 clusters Score -5006430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5006423.500000 Penalty: 5244.326172
	Iteration 81Q: 3 clusters Score -5006424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5006422.500000 Penalty: 5244.326172
	Iteration 82Q: 3 clusters Score -5006422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5006429.500000 Penalty: 5244.326172
	Iteration 83Q: 3 clusters Score -5006430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5006421.000000 Penalty: 5244.326172
	Iteration 84Q: 3 clusters Score -5006421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5006420.000000 Penalty: 5244.326172
	Iteration 85Q: 3 clusters Score -5006420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5006421.000000 Penalty: 5244.326172
	Iteration 86Q: 3 clusters Score -5006421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5006419.000000 Penalty: 5244.326172
	Iteration 87Q: 3 clusters Score -5006419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5006426.000000 Penalty: 5244.326172
	Iteration 88Q: 3 clusters Score -5006426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5006426.000000 Penalty: 5244.326172
	Iteration 89F: 3 clusters Score -5006426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Entering Unmasked Estep 
Score: -2001374.500000 Penalty: 2398.342285
	Iteration 0F: 2 clusters Score -2001374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1990080.500000 Penalty: 4796.684570
	Iteration 0F: 3 clusters Score -1990080 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1993620.625000 Penalty: 4796.684570
	Iteration 1F: 3 clusters Score -1993621 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1994089.750000 Penalty: 4796.684570
	Iteration 2F: 3 clusters Score -1994090 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1994456.375000 Penalty: 4796.684570
	Iteration 3F: 3 clusters Score -1994456 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1994803.875000 Penalty: 4796.684570
	Iteration 4Q: 3 clusters Score -1994804 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1995115.875000 Penalty: 4796.684570
	Iteration 5Q: 3 clusters Score -1995116 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1995392.750000 Penalty: 4796.684570
	Iteration 6Q: 3 clusters Score -1995393 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1995707.875000 Penalty: 4796.684570
	Iteration 7Q: 3 clusters Score -1995708 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1996057.750000 Penalty: 4796.684570
	Iteration 8Q: 3 clusters Score -1996058 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1996497.375000 Penalty: 4796.684570
	Iteration 9Q: 3 clusters Score -1996497 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1996964.000000 Penalty: 4796.684570
	Iteration 10Q: 3 clusters Score -1996964 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1997390.750000 Penalty: 4796.684570
	Iteration 11Q: 3 clusters Score -1997391 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1997735.375000 Penalty: 4796.684570
	Iteration 12Q: 3 clusters Score -1997735 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1998027.000000 Penalty: 4796.684570
	Iteration 13Q: 3 clusters Score -1998027 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1998267.625000 Penalty: 4796.684570
	Iteration 14Q: 3 clusters Score -1998268 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1998429.750000 Penalty: 4796.684570
	Iteration 15Q: 3 clusters Score -1998430 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1998555.250000 Penalty: 4796.684570
	Iteration 16Q: 3 clusters Score -1998555 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1998658.000000 Penalty: 4796.684570
	Iteration 17Q: 3 clusters Score -1998658 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1998724.250000 Penalty: 4796.684570
	Iteration 18Q: 3 clusters Score -1998724 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1998800.000000 Penalty: 4796.684570
	Iteration 19Q: 3 clusters Score -1998800 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1998864.750000 Penalty: 4796.684570
	Iteration 20F: 3 clusters Score -1998865 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1998933.125000 Penalty: 4796.684570
	Iteration 21Q: 3 clusters Score -1998933 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1998977.000000 Penalty: 4796.684570
	Iteration 22Q: 3 clusters Score -1998977 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1999015.125000 Penalty: 4796.684570
	Iteration 23Q: 3 clusters Score -1999015 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1999056.000000 Penalty: 4796.684570
	Iteration 24Q: 3 clusters Score -1999056 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1999085.625000 Penalty: 4796.684570
	Iteration 25Q: 3 clusters Score -1999086 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1999108.250000 Penalty: 4796.684570
	Iteration 26Q: 3 clusters Score -1999108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1999131.500000 Penalty: 4796.684570
	Iteration 27Q: 3 clusters Score -1999132 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1999149.250000 Penalty: 4796.684570
	Iteration 28Q: 3 clusters Score -1999149 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1999166.125000 Penalty: 4796.684570
	Iteration 29Q: 3 clusters Score -1999166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1999179.375000 Penalty: 4796.684570
	Iteration 30Q: 3 clusters Score -1999179 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1999189.625000 Penalty: 4796.684570
	Iteration 31Q: 3 clusters Score -1999190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1999199.250000 Penalty: 4796.684570
	Iteration 32Q: 3 clusters Score -1999199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1999207.125000 Penalty: 4796.684570
	Iteration 33Q: 3 clusters Score -1999207 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1999221.250000 Penalty: 4796.684570
	Iteration 34Q: 3 clusters Score -1999221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1999228.375000 Penalty: 4796.684570
	Iteration 35Q: 3 clusters Score -1999228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1999239.125000 Penalty: 4796.684570
	Iteration 36Q: 3 clusters Score -1999239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1999250.625000 Penalty: 4796.684570
	Iteration 37Q: 3 clusters Score -1999251 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1999262.625000 Penalty: 4796.684570
	Iteration 38Q: 3 clusters Score -1999263 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1999268.875000 Penalty: 4796.684570
	Iteration 39Q: 3 clusters Score -1999269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1999279.375000 Penalty: 4796.684570
	Iteration 40F: 3 clusters Score -1999279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1999284.375000 Penalty: 4796.684570
	Iteration 41Q: 3 clusters Score -1999284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1999288.000000 Penalty: 4796.684570
	Iteration 42Q: 3 clusters Score -1999288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1999299.625000 Penalty: 4796.684570
	Iteration 43Q: 3 clusters Score -1999300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1999308.500000 Penalty: 4796.684570
	Iteration 44Q: 3 clusters Score -1999308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1999317.625000 Penalty: 4796.684570
	Iteration 45Q: 3 clusters Score -1999318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1999323.250000 Penalty: 4796.684570
	Iteration 46Q: 3 clusters Score -1999323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1999323.250000 Penalty: 4796.684570
	Iteration 47Q: 3 clusters Score -1999323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1999328.500000 Penalty: 4796.684570
	Iteration 48Q: 3 clusters Score -1999328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1999340.875000 Penalty: 4796.684570
	Iteration 49Q: 3 clusters Score -1999341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1999348.750000 Penalty: 4796.684570
	Iteration 50Q: 3 clusters Score -1999349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1999353.250000 Penalty: 4796.684570
	Iteration 51Q: 3 clusters Score -1999353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1999352.375000 Penalty: 4796.684570
	Iteration 52Q: 3 clusters Score -1999352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1999364.125000 Penalty: 4796.684570
	Iteration 53Q: 3 clusters Score -1999364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1999369.875000 Penalty: 4796.684570
	Iteration 54Q: 3 clusters Score -1999370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1999372.375000 Penalty: 4796.684570
	Iteration 55Q: 3 clusters Score -1999372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1999381.750000 Penalty: 4796.684570
	Iteration 56Q: 3 clusters Score -1999382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1999384.500000 Penalty: 4796.684570
	Iteration 57Q: 3 clusters Score -1999384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1999384.000000 Penalty: 4796.684570
	Iteration 58Q: 3 clusters Score -1999384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1999389.250000 Penalty: 4796.684570
	Iteration 59Q: 3 clusters Score -1999389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1999394.250000 Penalty: 4796.684570
	Iteration 60F: 3 clusters Score -1999394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1999405.000000 Penalty: 4796.684570
	Iteration 61Q: 3 clusters Score -1999405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1999414.875000 Penalty: 4796.684570
	Iteration 62Q: 3 clusters Score -1999415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1999418.375000 Penalty: 4796.684570
	Iteration 63Q: 3 clusters Score -1999418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1999420.500000 Penalty: 4796.684570
	Iteration 64Q: 3 clusters Score -1999420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1999429.375000 Penalty: 4796.684570
	Iteration 65Q: 3 clusters Score -1999429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1999435.375000 Penalty: 4796.684570
	Iteration 66Q: 3 clusters Score -1999435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1999444.000000 Penalty: 4796.684570
	Iteration 67Q: 3 clusters Score -1999444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1999449.875000 Penalty: 4796.684570
	Iteration 68Q: 3 clusters Score -1999450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1999455.125000 Penalty: 4796.684570
	Iteration 69Q: 3 clusters Score -1999455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1999465.875000 Penalty: 4796.684570
	Iteration 70Q: 3 clusters Score -1999466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1999465.375000 Penalty: 4796.684570
	Iteration 71Q: 3 clusters Score -1999465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1999471.625000 Penalty: 4796.684570
	Iteration 72Q: 3 clusters Score -1999472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1999486.000000 Penalty: 4796.684570
	Iteration 73Q: 3 clusters Score -1999486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1999487.375000 Penalty: 4796.684570
	Iteration 74Q: 3 clusters Score -1999487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1999496.750000 Penalty: 4796.684570
	Iteration 75Q: 3 clusters Score -1999497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1999505.125000 Penalty: 4796.684570
	Iteration 76Q: 3 clusters Score -1999505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1999513.000000 Penalty: 4796.684570
	Iteration 77Q: 3 clusters Score -1999513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1999522.375000 Penalty: 4796.684570
	Iteration 78Q: 3 clusters Score -1999522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1999529.250000 Penalty: 4796.684570
	Iteration 79Q: 3 clusters Score -1999529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1999536.000000 Penalty: 4796.684570
	Iteration 80F: 3 clusters Score -1999536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1999542.375000 Penalty: 4796.684570
	Iteration 81Q: 3 clusters Score -1999542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1999546.125000 Penalty: 4796.684570
	Iteration 82Q: 3 clusters Score -1999546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1999554.500000 Penalty: 4796.684570
	Iteration 83Q: 3 clusters Score -1999554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1999564.500000 Penalty: 4796.684570
	Iteration 84Q: 3 clusters Score -1999564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1999566.500000 Penalty: 4796.684570
	Iteration 85Q: 3 clusters Score -1999566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1999571.750000 Penalty: 4796.684570
	Iteration 86Q: 3 clusters Score -1999572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1999576.250000 Penalty: 4796.684570
	Iteration 87Q: 3 clusters Score -1999576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1999578.875000 Penalty: 4796.684570
	Iteration 88Q: 3 clusters Score -1999579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1999584.000000 Penalty: 4796.684570
	Iteration 89Q: 3 clusters Score -1999584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1999584.750000 Penalty: 4796.684570
	Iteration 90Q: 3 clusters Score -1999585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1999587.500000 Penalty: 4796.684570
	Iteration 91Q: 3 clusters Score -1999588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1999586.500000 Penalty: 4796.684570
	Iteration 92Q: 3 clusters Score -1999586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1999586.500000 Penalty: 4796.684570
	Iteration 93F: 3 clusters Score -1999586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -45003.832031 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -45003.83 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 224 members 
Entering Unmasked Estep 
Score: -43549.730469 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -43549.73 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43802.746094 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -43802.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44050.683594 Penalty: 3023.529053
	Iteration 2F: 3 clusters Score -44050.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44202.695312 Penalty: 3023.529053
	Iteration 3F: 3 clusters Score -44202.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44260.964844 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -44260.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44310.343750 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -44310.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44395.812500 Penalty: 3023.529053
	Iteration 6Q: 3 clusters Score -44395.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44486.699219 Penalty: 3023.529053
	Iteration 7Q: 3 clusters Score -44486.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44521.031250 Penalty: 3023.529053
	Iteration 8Q: 3 clusters Score -44521.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44558.097656 Penalty: 3023.529053
	Iteration 9Q: 3 clusters Score -44558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44588.585938 Penalty: 3023.529053
	Iteration 10Q: 3 clusters Score -44588.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44601.542969 Penalty: 3023.529053
	Iteration 11Q: 3 clusters Score -44601.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44607.277344 Penalty: 3023.529053
	Iteration 12Q: 3 clusters Score -44607.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44613.421875 Penalty: 3023.529053
	Iteration 13Q: 3 clusters Score -44613.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44618.023438 Penalty: 3023.529053
	Iteration 14Q: 3 clusters Score -44618.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44620.781250 Penalty: 3023.529053
	Iteration 15Q: 3 clusters Score -44620.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44624.304688 Penalty: 3023.529053
	Iteration 16Q: 3 clusters Score -44624.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44624.304688 Penalty: 3023.529053
	Iteration 17F: 3 clusters Score -44624.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151126 members 
Entering Unmasked Estep 
Score: -19257466.000000 Penalty: 2957.615479
	Iteration 0F: 2 clusters Score -1.925747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75532 members 
Mstep: Class 2 contains 75594 members 
Entering Unmasked Estep 
Score: -19157558.000000 Penalty: 5915.230957
	Iteration 0F: 3 clusters Score -1.915756e+07 nChanged 72195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75091 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -19199358.000000 Penalty: 5915.230957
	Iteration 1F: 3 clusters Score -1.919936e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74720 members 
Mstep: Class 2 contains 76406 members 
Entering Unmasked Estep 
Score: -19200344.000000 Penalty: 5915.230957
	Iteration 2Q: 3 clusters Score -1.920034e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74217 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -19201760.000000 Penalty: 5915.230957
	Iteration 3Q: 3 clusters Score -1.920176e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Mstep: Class 2 contains 77530 members 
Entering Unmasked Estep 
Score: -19204018.000000 Penalty: 5915.230957
	Iteration 4Q: 3 clusters Score -1.920402e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73142 members 
Mstep: Class 2 contains 77984 members 
Entering Unmasked Estep 
Score: -19207464.000000 Penalty: 5915.230957
	Iteration 5Q: 3 clusters Score -1.920746e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 77753 members 
Entering Unmasked Estep 
Score: -19212174.000000 Penalty: 5915.230957
	Iteration 6F: 3 clusters Score -1.921217e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74595 members 
Mstep: Class 2 contains 76531 members 
Entering Unmasked Estep 
Score: -19219540.000000 Penalty: 5915.230957
	Iteration 7F: 3 clusters Score -1.921954e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76833 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -19228338.000000 Penalty: 5915.230957
	Iteration 8F: 3 clusters Score -1.922834e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 71576 members 
Entering Unmasked Estep 
Score: -19235366.000000 Penalty: 5915.230957
	Iteration 9F: 3 clusters Score -1.923537e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81854 members 
Mstep: Class 2 contains 69272 members 
Entering Unmasked Estep 
Score: -19238796.000000 Penalty: 5915.230957
	Iteration 10F: 3 clusters Score -1.92388e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83971 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -19240352.000000 Penalty: 5915.230957
	Iteration 11Q: 3 clusters Score -1.924035e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -19241430.000000 Penalty: 5915.230957
	Iteration 12Q: 3 clusters Score -1.924143e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88344 members 
Mstep: Class 2 contains 62782 members 
Entering Unmasked Estep 
Score: -19242564.000000 Penalty: 5915.230957
	Iteration 13Q: 3 clusters Score -1.924256e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90506 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -19243632.000000 Penalty: 5915.230957
	Iteration 14Q: 3 clusters Score -1.924363e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 58438 members 
Entering Unmasked Estep 
Score: -19244524.000000 Penalty: 5915.230957
	Iteration 15Q: 3 clusters Score -1.924452e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94896 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -19245408.000000 Penalty: 5915.230957
	Iteration 16Q: 3 clusters Score -1.924541e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97094 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -19246200.000000 Penalty: 5915.230957
	Iteration 17Q: 3 clusters Score -1.92462e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99212 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -19246950.000000 Penalty: 5915.230957
	Iteration 18Q: 3 clusters Score -1.924695e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101237 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -19247538.000000 Penalty: 5915.230957
	Iteration 19Q: 3 clusters Score -1.924754e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103217 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -19248012.000000 Penalty: 5915.230957
	Iteration 20F: 3 clusters Score -1.924801e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105076 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -19248334.000000 Penalty: 5915.230957
	Iteration 21Q: 3 clusters Score -1.924833e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106938 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -19248792.000000 Penalty: 5915.230957
	Iteration 22Q: 3 clusters Score -1.924879e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108732 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -19249230.000000 Penalty: 5915.230957
	Iteration 23Q: 3 clusters Score -1.924923e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110541 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -19249536.000000 Penalty: 5915.230957
	Iteration 24Q: 3 clusters Score -1.924954e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112263 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -19249940.000000 Penalty: 5915.230957
	Iteration 25Q: 3 clusters Score -1.924994e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113986 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -19250182.000000 Penalty: 5915.230957
	Iteration 26Q: 3 clusters Score -1.925018e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115693 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -19250508.000000 Penalty: 5915.230957
	Iteration 27Q: 3 clusters Score -1.925051e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117399 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -19250912.000000 Penalty: 5915.230957
	Iteration 28Q: 3 clusters Score -1.925091e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119018 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -19251314.000000 Penalty: 5915.230957
	Iteration 29Q: 3 clusters Score -1.925131e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120624 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -19251714.000000 Penalty: 5915.230957
	Iteration 30Q: 3 clusters Score -1.925171e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122198 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -19252036.000000 Penalty: 5915.230957
	Iteration 31Q: 3 clusters Score -1.925204e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123735 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -19252352.000000 Penalty: 5915.230957
	Iteration 32Q: 3 clusters Score -1.925235e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125231 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -19252682.000000 Penalty: 5915.230957
	Iteration 33Q: 3 clusters Score -1.925268e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126681 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -19252910.000000 Penalty: 5915.230957
	Iteration 34Q: 3 clusters Score -1.925291e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128079 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -19253096.000000 Penalty: 5915.230957
	Iteration 35Q: 3 clusters Score -1.92531e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129375 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -19253490.000000 Penalty: 5915.230957
	Iteration 36Q: 3 clusters Score -1.925349e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130624 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -19253786.000000 Penalty: 5915.230957
	Iteration 37Q: 3 clusters Score -1.925379e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131843 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -19253966.000000 Penalty: 5915.230957
	Iteration 38Q: 3 clusters Score -1.925397e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132960 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -19254284.000000 Penalty: 5915.230957
	Iteration 39Q: 3 clusters Score -1.925428e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134007 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -19254454.000000 Penalty: 5915.230957
	Iteration 40F: 3 clusters Score -1.925445e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134937 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -19254716.000000 Penalty: 5915.230957
	Iteration 41Q: 3 clusters Score -1.925472e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135844 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -19254916.000000 Penalty: 5915.230957
	Iteration 42Q: 3 clusters Score -1.925492e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136701 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -19255080.000000 Penalty: 5915.230957
	Iteration 43Q: 3 clusters Score -1.925508e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137508 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -19255204.000000 Penalty: 5915.230957
	Iteration 44Q: 3 clusters Score -1.92552e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138278 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -19255348.000000 Penalty: 5915.230957
	Iteration 45Q: 3 clusters Score -1.925535e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139007 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -19255448.000000 Penalty: 5915.230957
	Iteration 46Q: 3 clusters Score -1.925545e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139672 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -19255622.000000 Penalty: 5915.230957
	Iteration 47Q: 3 clusters Score -1.925562e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140298 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -19255720.000000 Penalty: 5915.230957
	Iteration 48Q: 3 clusters Score -1.925572e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140824 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -19255870.000000 Penalty: 5915.230957
	Iteration 49Q: 3 clusters Score -1.925587e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141352 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -19255978.000000 Penalty: 5915.230957
	Iteration 50Q: 3 clusters Score -1.925598e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141848 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -19256058.000000 Penalty: 5915.230957
	Iteration 51Q: 3 clusters Score -1.925606e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142311 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -19256190.000000 Penalty: 5915.230957
	Iteration 52Q: 3 clusters Score -1.925619e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142736 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -19256218.000000 Penalty: 5915.230957
	Iteration 53Q: 3 clusters Score -1.925622e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143101 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -19256310.000000 Penalty: 5915.230957
	Iteration 54Q: 3 clusters Score -1.925631e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143461 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -19256280.000000 Penalty: 5915.230957
	Iteration 55Q: 3 clusters Score -1.925628e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143791 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -19256404.000000 Penalty: 5915.230957
	Iteration 56Q: 3 clusters Score -1.92564e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144101 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -19256430.000000 Penalty: 5915.230957
	Iteration 57Q: 3 clusters Score -1.925643e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144392 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -19256484.000000 Penalty: 5915.230957
	Iteration 58Q: 3 clusters Score -1.925648e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144676 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -19256484.000000 Penalty: 5915.230957
	Iteration 59Q: 3 clusters Score -1.925648e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144945 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -19256478.000000 Penalty: 5915.230957
	Iteration 60F: 3 clusters Score -1.925648e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145204 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -19256502.000000 Penalty: 5915.230957
	Iteration 61Q: 3 clusters Score -1.92565e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145461 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -19256556.000000 Penalty: 5915.230957
	Iteration 62Q: 3 clusters Score -1.925656e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145697 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -19256554.000000 Penalty: 5915.230957
	Iteration 63Q: 3 clusters Score -1.925655e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145921 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -19256528.000000 Penalty: 5915.230957
	Iteration 64Q: 3 clusters Score -1.925653e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146146 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -19256530.000000 Penalty: 5915.230957
	Iteration 65Q: 3 clusters Score -1.925653e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146353 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -19256542.000000 Penalty: 5915.230957
	Iteration 66Q: 3 clusters Score -1.925654e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146555 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -19256542.000000 Penalty: 5915.230957
	Iteration 67Q: 3 clusters Score -1.925654e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146732 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -19256518.000000 Penalty: 5915.230957
	Iteration 68Q: 3 clusters Score -1.925652e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146899 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -19256490.000000 Penalty: 5915.230957
	Iteration 69Q: 3 clusters Score -1.925649e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147047 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -19256468.000000 Penalty: 5915.230957
	Iteration 70Q: 3 clusters Score -1.925647e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147186 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -19256464.000000 Penalty: 5915.230957
	Iteration 71Q: 3 clusters Score -1.925646e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147316 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -19256454.000000 Penalty: 5915.230957
	Iteration 72Q: 3 clusters Score -1.925645e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147436 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -19256460.000000 Penalty: 5915.230957
	Iteration 73Q: 3 clusters Score -1.925646e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147536 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -19256480.000000 Penalty: 5915.230957
	Iteration 74Q: 3 clusters Score -1.925648e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147635 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -19256454.000000 Penalty: 5915.230957
	Iteration 75Q: 3 clusters Score -1.925645e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147721 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -19256484.000000 Penalty: 5915.230957
	Iteration 76Q: 3 clusters Score -1.925648e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147815 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -19256432.000000 Penalty: 5915.230957
	Iteration 77Q: 3 clusters Score -1.925643e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147895 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -19256430.000000 Penalty: 5915.230957
	Iteration 78Q: 3 clusters Score -1.925643e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147962 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -19256418.000000 Penalty: 5915.230957
	Iteration 79Q: 3 clusters Score -1.925642e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148022 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -19256394.000000 Penalty: 5915.230957
	Iteration 80F: 3 clusters Score -1.925639e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148088 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -19256388.000000 Penalty: 5915.230957
	Iteration 81Q: 3 clusters Score -1.925639e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148147 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -19256382.000000 Penalty: 5915.230957
	Iteration 82Q: 3 clusters Score -1.925638e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148204 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -19256404.000000 Penalty: 5915.230957
	Iteration 83Q: 3 clusters Score -1.92564e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148262 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -19256356.000000 Penalty: 5915.230957
	Iteration 84Q: 3 clusters Score -1.925636e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148295 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -19256362.000000 Penalty: 5915.230957
	Iteration 85Q: 3 clusters Score -1.925636e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148326 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -19256352.000000 Penalty: 5915.230957
	Iteration 86Q: 3 clusters Score -1.925635e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148356 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -19256366.000000 Penalty: 5915.230957
	Iteration 87Q: 3 clusters Score -1.925637e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148388 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -19256366.000000 Penalty: 5915.230957
	Iteration 88Q: 3 clusters Score -1.925637e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148410 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -19256358.000000 Penalty: 5915.230957
	Iteration 89Q: 3 clusters Score -1.925636e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148434 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -19256332.000000 Penalty: 5915.230957
	Iteration 90Q: 3 clusters Score -1.925633e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148457 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -19256330.000000 Penalty: 5915.230957
	Iteration 91Q: 3 clusters Score -1.925633e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148489 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -19256308.000000 Penalty: 5915.230957
	Iteration 92Q: 3 clusters Score -1.925631e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148517 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -19256332.000000 Penalty: 5915.230957
	Iteration 93Q: 3 clusters Score -1.925633e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148547 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -19256318.000000 Penalty: 5915.230957
	Iteration 94Q: 3 clusters Score -1.925632e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148576 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -19256318.000000 Penalty: 5915.230957
	Iteration 95Q: 3 clusters Score -1.925632e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148600 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -19256332.000000 Penalty: 5915.230957
	Iteration 96Q: 3 clusters Score -1.925633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148618 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -19256334.000000 Penalty: 5915.230957
	Iteration 97Q: 3 clusters Score -1.925633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148633 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -19256346.000000 Penalty: 5915.230957
	Iteration 98Q: 3 clusters Score -1.925635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148647 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -19256310.000000 Penalty: 5915.230957
	Iteration 99Q: 3 clusters Score -1.925631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148658 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -19256318.000000 Penalty: 5915.230957
	Iteration 100F: 3 clusters Score -1.925632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148668 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -19256326.000000 Penalty: 5915.230957
	Iteration 101Q: 3 clusters Score -1.925633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148673 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -19256326.000000 Penalty: 5915.230957
	Iteration 102Q: 3 clusters Score -1.925633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148678 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -19256324.000000 Penalty: 5915.230957
	Iteration 103Q: 3 clusters Score -1.925632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148686 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -19256318.000000 Penalty: 5915.230957
	Iteration 104Q: 3 clusters Score -1.925632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148695 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -19256312.000000 Penalty: 5915.230957
	Iteration 105Q: 3 clusters Score -1.925631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148700 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -19256312.000000 Penalty: 5915.230957
	Iteration 106Q: 3 clusters Score -1.925631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148704 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -19256312.000000 Penalty: 5915.230957
	Iteration 107Q: 3 clusters Score -1.925631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148706 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -19256318.000000 Penalty: 5915.230957
	Iteration 108Q: 3 clusters Score -1.925632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148709 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -19256314.000000 Penalty: 5915.230957
	Iteration 109Q: 3 clusters Score -1.925631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148711 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -19256310.000000 Penalty: 5915.230957
	Iteration 110Q: 3 clusters Score -1.925631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148713 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -19256320.000000 Penalty: 5915.230957
	Iteration 111Q: 3 clusters Score -1.925632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148712 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -19256334.000000 Penalty: 5915.230957
	Iteration 112Q: 3 clusters Score -1.925633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148712 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -19256334.000000 Penalty: 5915.230957
	Iteration 113F: 3 clusters Score -1.925633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (108155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108155 members 
Entering Unmasked Estep 
Score: -13941699.000000 Penalty: 2874.647705
	Iteration 0F: 2 clusters Score -1.39417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -13870395.000000 Penalty: 5749.295410
	Iteration 0F: 3 clusters Score -1.38704e+07 nChanged 51218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -13900163.000000 Penalty: 5749.295410
	Iteration 1F: 3 clusters Score -1.390016e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -13901889.000000 Penalty: 5749.295410
	Iteration 2Q: 3 clusters Score -1.390189e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -13904987.000000 Penalty: 5749.295410
	Iteration 3F: 3 clusters Score -1.390499e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -13910210.000000 Penalty: 5749.295410
	Iteration 4F: 3 clusters Score -1.391021e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 84526 members 
Entering Unmasked Estep 
Score: -13917523.000000 Penalty: 5749.295410
	Iteration 5F: 3 clusters Score -1.391752e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 93960 members 
Entering Unmasked Estep 
Score: -13925962.000000 Penalty: 5749.295410
	Iteration 6F: 3 clusters Score -1.392596e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 101435 members 
Entering Unmasked Estep 
Score: -13933032.000000 Penalty: 5749.295410
	Iteration 7F: 3 clusters Score -1.393303e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 105589 members 
Entering Unmasked Estep 
Score: -13936887.000000 Penalty: 5749.295410
	Iteration 8Q: 3 clusters Score -1.393689e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 107140 members 
Entering Unmasked Estep 
Score: -13938354.000000 Penalty: 5749.295410
	Iteration 9Q: 3 clusters Score -1.393835e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 107612 members 
Entering Unmasked Estep 
Score: -13938763.000000 Penalty: 5749.295410
	Iteration 10Q: 3 clusters Score -1.393876e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 107750 members 
Entering Unmasked Estep 
Score: -13938976.000000 Penalty: 5749.295410
	Iteration 11Q: 3 clusters Score -1.393898e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 107813 members 
Entering Unmasked Estep 
Score: -13939069.000000 Penalty: 5749.295410
	Iteration 12Q: 3 clusters Score -1.393907e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 107843 members 
Entering Unmasked Estep 
Score: -13939125.000000 Penalty: 5749.295410
	Iteration 13Q: 3 clusters Score -1.393912e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 107860 members 
Entering Unmasked Estep 
Score: -13939148.000000 Penalty: 5749.295410
	Iteration 14Q: 3 clusters Score -1.393915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 107870 members 
Entering Unmasked Estep 
Score: -13939161.000000 Penalty: 5749.295410
	Iteration 15Q: 3 clusters Score -1.393916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 107875 members 
Entering Unmasked Estep 
Score: -13939168.000000 Penalty: 5749.295410
	Iteration 16Q: 3 clusters Score -1.393917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 107874 members 
Entering Unmasked Estep 
Score: -13939164.000000 Penalty: 5749.295410
	Iteration 17Q: 3 clusters Score -1.393916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 107874 members 
Entering Unmasked Estep 
Score: -13939164.000000 Penalty: 5749.295410
	Iteration 18F: 3 clusters Score -1.393916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -62686.789062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -62686.79 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 329 members 
Entering Unmasked Estep 
Score: -61110.218750 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -61110.22 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61753.910156 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -61753.91 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62162.484375 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -62162.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62519.722656 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -62519.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62706.425781 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -62706.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -62838.214844 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -62838.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -62954.175781 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -62954.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -62982.824219 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -62982.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62993.914062 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -62993.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63010.890625 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -63010.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63028.968750 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -63028.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63073.230469 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -63073.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63081.175781 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -63081.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63088.527344 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -63088.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63093.121094 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -63093.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63099.718750 Penalty: 3216.379150
	Iteration 15Q: 3 clusters Score -63099.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63122.343750 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -63122.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63145.535156 Penalty: 3216.379150
	Iteration 17Q: 3 clusters Score -63145.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63181.683594 Penalty: 3216.379150
	Iteration 18Q: 3 clusters Score -63181.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63263.929688 Penalty: 3216.379150
	Iteration 19Q: 3 clusters Score -63263.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63344.800781 Penalty: 3216.379150
	Iteration 20F: 3 clusters Score -63344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63346.066406 Penalty: 3216.379150
	Iteration 21Q: 3 clusters Score -63346.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63349.230469 Penalty: 3216.379150
	Iteration 22Q: 3 clusters Score -63349.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63354.007812 Penalty: 3216.379150
	Iteration 23Q: 3 clusters Score -63354.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63372.609375 Penalty: 3216.379150
	Iteration 24Q: 3 clusters Score -63372.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63418.480469 Penalty: 3216.379150
	Iteration 25Q: 3 clusters Score -63418.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63486.429688 Penalty: 3216.379150
	Iteration 26Q: 3 clusters Score -63486.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63540.039062 Penalty: 3216.379150
	Iteration 27Q: 3 clusters Score -63540.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63555.175781 Penalty: 3216.379150
	Iteration 28Q: 3 clusters Score -63555.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63555.175781 Penalty: 3216.379150
	Iteration 29F: 3 clusters Score -63555.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55341 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 39075 members 
Mstep: Class 5 contains 15847 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151126 members 
Mstep: Class 8 contains 108155 members 
Mstep: Class 9 contains 357 members 
Mstep: Class 10 contains 112042 members 
Mstep: Class 11 contains 9493 members 
Mstep: Class 12 contains 149781 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 171480 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 47657 members 
Mstep: Class 17 contains 29717 members 
Mstep: Class 18 contains 78081 members 
Mstep: Class 19 contains 19874 members 
Mstep: Class 20 contains 140852 members 
Mstep: Class 21 contains 148728 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 298 members 
Entering Unmasked Estep 
Score: -161302240.000000 Penalty: 87239.546875
Splitting cluster 9 changes total score from -161303168.000000 to -161302240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (112042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112042 members 
Entering Unmasked Estep 
Score: -14331764.000000 Penalty: 2883.404053
	Iteration 0F: 2 clusters Score -1.433176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -14257644.000000 Penalty: 5766.808105
	Iteration 0F: 3 clusters Score -1.425764e+07 nChanged 53221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -14288101.000000 Penalty: 5766.808105
	Iteration 1F: 3 clusters Score -1.42881e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -14289131.000000 Penalty: 5766.808105
	Iteration 2Q: 3 clusters Score -1.428913e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -14290383.000000 Penalty: 5766.808105
	Iteration 3Q: 3 clusters Score -1.429038e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -14292362.000000 Penalty: 5766.808105
	Iteration 4Q: 3 clusters Score -1.429236e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -14295528.000000 Penalty: 5766.808105
	Iteration 5F: 3 clusters Score -1.429553e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 69925 members 
Entering Unmasked Estep 
Score: -14300441.000000 Penalty: 5766.808105
	Iteration 6F: 3 clusters Score -1.430044e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 75473 members 
Entering Unmasked Estep 
Score: -14307132.000000 Penalty: 5766.808105
	Iteration 7F: 3 clusters Score -1.430713e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -14314209.000000 Penalty: 5766.808105
	Iteration 8F: 3 clusters Score -1.431421e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -14319489.000000 Penalty: 5766.808105
	Iteration 9F: 3 clusters Score -1.431949e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 88864 members 
Entering Unmasked Estep 
Score: -14322338.000000 Penalty: 5766.808105
	Iteration 10Q: 3 clusters Score -1.432234e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 91307 members 
Entering Unmasked Estep 
Score: -14323849.000000 Penalty: 5766.808105
	Iteration 11Q: 3 clusters Score -1.432385e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 93472 members 
Entering Unmasked Estep 
Score: -14324851.000000 Penalty: 5766.808105
	Iteration 12Q: 3 clusters Score -1.432485e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 95426 members 
Entering Unmasked Estep 
Score: -14325550.000000 Penalty: 5766.808105
	Iteration 13Q: 3 clusters Score -1.432555e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 97177 members 
Entering Unmasked Estep 
Score: -14326187.000000 Penalty: 5766.808105
	Iteration 14Q: 3 clusters Score -1.432619e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 98813 members 
Entering Unmasked Estep 
Score: -14326852.000000 Penalty: 5766.808105
	Iteration 15Q: 3 clusters Score -1.432685e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 100352 members 
Entering Unmasked Estep 
Score: -14327416.000000 Penalty: 5766.808105
	Iteration 16Q: 3 clusters Score -1.432742e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 101791 members 
Entering Unmasked Estep 
Score: -14327882.000000 Penalty: 5766.808105
	Iteration 17Q: 3 clusters Score -1.432788e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -14328318.000000 Penalty: 5766.808105
	Iteration 18Q: 3 clusters Score -1.432832e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 104131 members 
Entering Unmasked Estep 
Score: -14328719.000000 Penalty: 5766.808105
	Iteration 19Q: 3 clusters Score -1.432872e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 105071 members 
Entering Unmasked Estep 
Score: -14329021.000000 Penalty: 5766.808105
	Iteration 20F: 3 clusters Score -1.432902e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 105849 members 
Entering Unmasked Estep 
Score: -14329303.000000 Penalty: 5766.808105
	Iteration 21Q: 3 clusters Score -1.43293e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 106465 members 
Entering Unmasked Estep 
Score: -14329505.000000 Penalty: 5766.808105
	Iteration 22Q: 3 clusters Score -1.43295e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 107015 members 
Entering Unmasked Estep 
Score: -14329697.000000 Penalty: 5766.808105
	Iteration 23Q: 3 clusters Score -1.43297e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 107499 members 
Entering Unmasked Estep 
Score: -14329813.000000 Penalty: 5766.808105
	Iteration 24Q: 3 clusters Score -1.432981e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 107909 members 
Entering Unmasked Estep 
Score: -14329930.000000 Penalty: 5766.808105
	Iteration 25Q: 3 clusters Score -1.432993e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 108242 members 
Entering Unmasked Estep 
Score: -14329997.000000 Penalty: 5766.808105
	Iteration 26Q: 3 clusters Score -1.433e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 108532 members 
Entering Unmasked Estep 
Score: -14330075.000000 Penalty: 5766.808105
	Iteration 27Q: 3 clusters Score -1.433008e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 108787 members 
Entering Unmasked Estep 
Score: -14330136.000000 Penalty: 5766.808105
	Iteration 28Q: 3 clusters Score -1.433014e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 108988 members 
Entering Unmasked Estep 
Score: -14330176.000000 Penalty: 5766.808105
	Iteration 29Q: 3 clusters Score -1.433018e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 109169 members 
Entering Unmasked Estep 
Score: -14330220.000000 Penalty: 5766.808105
	Iteration 30Q: 3 clusters Score -1.433022e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 109324 members 
Entering Unmasked Estep 
Score: -14330194.000000 Penalty: 5766.808105
	Iteration 31Q: 3 clusters Score -1.433019e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 109446 members 
Entering Unmasked Estep 
Score: -14330251.000000 Penalty: 5766.808105
	Iteration 32Q: 3 clusters Score -1.433025e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 109542 members 
Entering Unmasked Estep 
Score: -14330267.000000 Penalty: 5766.808105
	Iteration 33Q: 3 clusters Score -1.433027e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 109621 members 
Entering Unmasked Estep 
Score: -14330297.000000 Penalty: 5766.808105
	Iteration 34Q: 3 clusters Score -1.43303e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 109700 members 
Entering Unmasked Estep 
Score: -14330293.000000 Penalty: 5766.808105
	Iteration 35Q: 3 clusters Score -1.433029e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 109752 members 
Entering Unmasked Estep 
Score: -14330308.000000 Penalty: 5766.808105
	Iteration 36Q: 3 clusters Score -1.433031e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 109794 members 
Entering Unmasked Estep 
Score: -14330321.000000 Penalty: 5766.808105
	Iteration 37Q: 3 clusters Score -1.433032e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 109827 members 
Entering Unmasked Estep 
Score: -14330318.000000 Penalty: 5766.808105
	Iteration 38Q: 3 clusters Score -1.433032e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 109856 members 
Entering Unmasked Estep 
Score: -14330319.000000 Penalty: 5766.808105
	Iteration 39Q: 3 clusters Score -1.433032e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 109878 members 
Entering Unmasked Estep 
Score: -14330318.000000 Penalty: 5766.808105
	Iteration 40F: 3 clusters Score -1.433032e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 109900 members 
Entering Unmasked Estep 
Score: -14330336.000000 Penalty: 5766.808105
	Iteration 41Q: 3 clusters Score -1.433034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 109909 members 
Entering Unmasked Estep 
Score: -14330350.000000 Penalty: 5766.808105
	Iteration 42Q: 3 clusters Score -1.433035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 109923 members 
Entering Unmasked Estep 
Score: -14330358.000000 Penalty: 5766.808105
	Iteration 43Q: 3 clusters Score -1.433036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 109931 members 
Entering Unmasked Estep 
Score: -14330359.000000 Penalty: 5766.808105
	Iteration 44Q: 3 clusters Score -1.433036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 109944 members 
Entering Unmasked Estep 
Score: -14330359.000000 Penalty: 5766.808105
	Iteration 45Q: 3 clusters Score -1.433036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 109952 members 
Entering Unmasked Estep 
Score: -14330353.000000 Penalty: 5766.808105
	Iteration 46Q: 3 clusters Score -1.433035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 109961 members 
Entering Unmasked Estep 
Score: -14330349.000000 Penalty: 5766.808105
	Iteration 47Q: 3 clusters Score -1.433035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 109965 members 
Entering Unmasked Estep 
Score: -14330350.000000 Penalty: 5766.808105
	Iteration 48Q: 3 clusters Score -1.433035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 109973 members 
Entering Unmasked Estep 
Score: -14330342.000000 Penalty: 5766.808105
	Iteration 49Q: 3 clusters Score -1.433034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 109980 members 
Entering Unmasked Estep 
Score: -14330345.000000 Penalty: 5766.808105
	Iteration 50Q: 3 clusters Score -1.433034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 109987 members 
Entering Unmasked Estep 
Score: -14330346.000000 Penalty: 5766.808105
	Iteration 51Q: 3 clusters Score -1.433035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 109990 members 
Entering Unmasked Estep 
Score: -14330349.000000 Penalty: 5766.808105
	Iteration 52Q: 3 clusters Score -1.433035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 109995 members 
Entering Unmasked Estep 
Score: -14330339.000000 Penalty: 5766.808105
	Iteration 53Q: 3 clusters Score -1.433034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 110001 members 
Entering Unmasked Estep 
Score: -14330335.000000 Penalty: 5766.808105
	Iteration 54Q: 3 clusters Score -1.433034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 110004 members 
Entering Unmasked Estep 
Score: -14330331.000000 Penalty: 5766.808105
	Iteration 55Q: 3 clusters Score -1.433033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 110004 members 
Entering Unmasked Estep 
Score: -14330331.000000 Penalty: 5766.808105
	Iteration 56F: 3 clusters Score -1.433033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Entering Unmasked Estep 
Score: -1149703.875000 Penalty: 2271.260742
	Iteration 0F: 2 clusters Score -1149704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1142252.000000 Penalty: 4542.521484
	Iteration 0F: 3 clusters Score -1142252 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1144562.750000 Penalty: 4542.521484
	Iteration 1F: 3 clusters Score -1144563 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1145219.375000 Penalty: 4542.521484
	Iteration 2F: 3 clusters Score -1145219 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1146037.125000 Penalty: 4542.521484
	Iteration 3F: 3 clusters Score -1146037 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1147006.375000 Penalty: 4542.521484
	Iteration 4F: 3 clusters Score -1147006 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1147907.875000 Penalty: 4542.521484
	Iteration 5F: 3 clusters Score -1147908 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1148494.750000 Penalty: 4542.521484
	Iteration 6F: 3 clusters Score -1148495 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1148780.625000 Penalty: 4542.521484
	Iteration 7Q: 3 clusters Score -1148781 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1148907.500000 Penalty: 4542.521484
	Iteration 8Q: 3 clusters Score -1148908 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1148992.250000 Penalty: 4542.521484
	Iteration 9Q: 3 clusters Score -1148992 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1149061.250000 Penalty: 4542.521484
	Iteration 10Q: 3 clusters Score -1149061 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1149106.875000 Penalty: 4542.521484
	Iteration 11Q: 3 clusters Score -1149107 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1149138.875000 Penalty: 4542.521484
	Iteration 12Q: 3 clusters Score -1149139 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1149164.875000 Penalty: 4542.521484
	Iteration 13Q: 3 clusters Score -1149165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1149175.250000 Penalty: 4542.521484
	Iteration 14Q: 3 clusters Score -1149175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1149183.500000 Penalty: 4542.521484
	Iteration 15Q: 3 clusters Score -1149184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1149188.875000 Penalty: 4542.521484
	Iteration 16Q: 3 clusters Score -1149189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1149198.750000 Penalty: 4542.521484
	Iteration 17Q: 3 clusters Score -1149199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1149203.125000 Penalty: 4542.521484
	Iteration 18Q: 3 clusters Score -1149203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1149208.125000 Penalty: 4542.521484
	Iteration 19Q: 3 clusters Score -1149208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1149213.750000 Penalty: 4542.521484
	Iteration 20F: 3 clusters Score -1149214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1149215.500000 Penalty: 4542.521484
	Iteration 21Q: 3 clusters Score -1149216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1149217.750000 Penalty: 4542.521484
	Iteration 22Q: 3 clusters Score -1149218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1149221.000000 Penalty: 4542.521484
	Iteration 23Q: 3 clusters Score -1149221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1149224.625000 Penalty: 4542.521484
	Iteration 24Q: 3 clusters Score -1149225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1149228.875000 Penalty: 4542.521484
	Iteration 25Q: 3 clusters Score -1149229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1149225.875000 Penalty: 4542.521484
	Iteration 26Q: 3 clusters Score -1149226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1149227.250000 Penalty: 4542.521484
	Iteration 27Q: 3 clusters Score -1149227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1149230.000000 Penalty: 4542.521484
	Iteration 28Q: 3 clusters Score -1149230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1149227.500000 Penalty: 4542.521484
	Iteration 29Q: 3 clusters Score -1149228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1149225.750000 Penalty: 4542.521484
	Iteration 30Q: 3 clusters Score -1149226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1149227.625000 Penalty: 4542.521484
	Iteration 31Q: 3 clusters Score -1149228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1149228.500000 Penalty: 4542.521484
	Iteration 32Q: 3 clusters Score -1149228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1149227.875000 Penalty: 4542.521484
	Iteration 33Q: 3 clusters Score -1149228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1149231.375000 Penalty: 4542.521484
	Iteration 34Q: 3 clusters Score -1149231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1149231.375000 Penalty: 4542.521484
	Iteration 35F: 3 clusters Score -1149231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (149781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149781 members 
Entering Unmasked Estep 
Score: -19169098.000000 Penalty: 2955.398438
	Iteration 0F: 2 clusters Score -1.91691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 75005 members 
Entering Unmasked Estep 
Score: -19072592.000000 Penalty: 5910.796875
	Iteration 0F: 3 clusters Score -1.907259e+07 nChanged 71772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71922 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -19114736.000000 Penalty: 5910.796875
	Iteration 1F: 3 clusters Score -1.911474e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69990 members 
Mstep: Class 2 contains 79791 members 
Entering Unmasked Estep 
Score: -19116896.000000 Penalty: 5910.796875
	Iteration 2Q: 3 clusters Score -1.91169e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66784 members 
Mstep: Class 2 contains 82997 members 
Entering Unmasked Estep 
Score: -19119850.000000 Penalty: 5910.796875
	Iteration 3Q: 3 clusters Score -1.911985e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 87972 members 
Entering Unmasked Estep 
Score: -19124274.000000 Penalty: 5910.796875
	Iteration 4F: 3 clusters Score -1.912427e+07 nChanged 10364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 94930 members 
Entering Unmasked Estep 
Score: -19131230.000000 Penalty: 5910.796875
	Iteration 5F: 3 clusters Score -1.913123e+07 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 103155 members 
Entering Unmasked Estep 
Score: -19140360.000000 Penalty: 5910.796875
	Iteration 6F: 3 clusters Score -1.914036e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 110660 members 
Entering Unmasked Estep 
Score: -19149762.000000 Penalty: 5910.796875
	Iteration 7F: 3 clusters Score -1.914976e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 116002 members 
Entering Unmasked Estep 
Score: -19156282.000000 Penalty: 5910.796875
	Iteration 8F: 3 clusters Score -1.915628e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 119547 members 
Entering Unmasked Estep 
Score: -19159046.000000 Penalty: 5910.796875
	Iteration 9Q: 3 clusters Score -1.915905e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 122344 members 
Entering Unmasked Estep 
Score: -19160348.000000 Penalty: 5910.796875
	Iteration 10Q: 3 clusters Score -1.916035e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 124802 members 
Entering Unmasked Estep 
Score: -19161256.000000 Penalty: 5910.796875
	Iteration 11Q: 3 clusters Score -1.916126e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 127079 members 
Entering Unmasked Estep 
Score: -19161970.000000 Penalty: 5910.796875
	Iteration 12Q: 3 clusters Score -1.916197e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 129172 members 
Entering Unmasked Estep 
Score: -19162698.000000 Penalty: 5910.796875
	Iteration 13Q: 3 clusters Score -1.91627e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 131178 members 
Entering Unmasked Estep 
Score: -19163542.000000 Penalty: 5910.796875
	Iteration 14Q: 3 clusters Score -1.916354e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 133010 members 
Entering Unmasked Estep 
Score: -19164140.000000 Penalty: 5910.796875
	Iteration 15Q: 3 clusters Score -1.916414e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 134704 members 
Entering Unmasked Estep 
Score: -19164738.000000 Penalty: 5910.796875
	Iteration 16Q: 3 clusters Score -1.916474e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 136259 members 
Entering Unmasked Estep 
Score: -19165264.000000 Penalty: 5910.796875
	Iteration 17Q: 3 clusters Score -1.916526e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 137706 members 
Entering Unmasked Estep 
Score: -19165782.000000 Penalty: 5910.796875
	Iteration 18Q: 3 clusters Score -1.916578e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 139010 members 
Entering Unmasked Estep 
Score: -19166262.000000 Penalty: 5910.796875
	Iteration 19Q: 3 clusters Score -1.916626e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 140197 members 
Entering Unmasked Estep 
Score: -19166634.000000 Penalty: 5910.796875
	Iteration 20F: 3 clusters Score -1.916663e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 141245 members 
Entering Unmasked Estep 
Score: -19166960.000000 Penalty: 5910.796875
	Iteration 21Q: 3 clusters Score -1.916696e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 142192 members 
Entering Unmasked Estep 
Score: -19167162.000000 Penalty: 5910.796875
	Iteration 22Q: 3 clusters Score -1.916716e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 143035 members 
Entering Unmasked Estep 
Score: -19167264.000000 Penalty: 5910.796875
	Iteration 23Q: 3 clusters Score -1.916726e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 143778 members 
Entering Unmasked Estep 
Score: -19167380.000000 Penalty: 5910.796875
	Iteration 24Q: 3 clusters Score -1.916738e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 144389 members 
Entering Unmasked Estep 
Score: -19167412.000000 Penalty: 5910.796875
	Iteration 25Q: 3 clusters Score -1.916741e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 144904 members 
Entering Unmasked Estep 
Score: -19167408.000000 Penalty: 5910.796875
	Iteration 26Q: 3 clusters Score -1.916741e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 145328 members 
Entering Unmasked Estep 
Score: -19167438.000000 Penalty: 5910.796875
	Iteration 27Q: 3 clusters Score -1.916744e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 145715 members 
Entering Unmasked Estep 
Score: -19167444.000000 Penalty: 5910.796875
	Iteration 28Q: 3 clusters Score -1.916744e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 146030 members 
Entering Unmasked Estep 
Score: -19167482.000000 Penalty: 5910.796875
	Iteration 29Q: 3 clusters Score -1.916748e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 146289 members 
Entering Unmasked Estep 
Score: -19167512.000000 Penalty: 5910.796875
	Iteration 30Q: 3 clusters Score -1.916751e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 146523 members 
Entering Unmasked Estep 
Score: -19167540.000000 Penalty: 5910.796875
	Iteration 31Q: 3 clusters Score -1.916754e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 146712 members 
Entering Unmasked Estep 
Score: -19167550.000000 Penalty: 5910.796875
	Iteration 32Q: 3 clusters Score -1.916755e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 146878 members 
Entering Unmasked Estep 
Score: -19167556.000000 Penalty: 5910.796875
	Iteration 33Q: 3 clusters Score -1.916756e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 147021 members 
Entering Unmasked Estep 
Score: -19167562.000000 Penalty: 5910.796875
	Iteration 34Q: 3 clusters Score -1.916756e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 147158 members 
Entering Unmasked Estep 
Score: -19167578.000000 Penalty: 5910.796875
	Iteration 35Q: 3 clusters Score -1.916758e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 147279 members 
Entering Unmasked Estep 
Score: -19167606.000000 Penalty: 5910.796875
	Iteration 36Q: 3 clusters Score -1.916761e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 147393 members 
Entering Unmasked Estep 
Score: -19167554.000000 Penalty: 5910.796875
	Iteration 37Q: 3 clusters Score -1.916755e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 147498 members 
Entering Unmasked Estep 
Score: -19167500.000000 Penalty: 5910.796875
	Iteration 38Q: 3 clusters Score -1.91675e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 147581 members 
Entering Unmasked Estep 
Score: -19167528.000000 Penalty: 5910.796875
	Iteration 39Q: 3 clusters Score -1.916753e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 147649 members 
Entering Unmasked Estep 
Score: -19167520.000000 Penalty: 5910.796875
	Iteration 40F: 3 clusters Score -1.916752e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 147706 members 
Entering Unmasked Estep 
Score: -19167528.000000 Penalty: 5910.796875
	Iteration 41Q: 3 clusters Score -1.916753e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 147755 members 
Entering Unmasked Estep 
Score: -19167514.000000 Penalty: 5910.796875
	Iteration 42Q: 3 clusters Score -1.916751e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 147805 members 
Entering Unmasked Estep 
Score: -19167498.000000 Penalty: 5910.796875
	Iteration 43Q: 3 clusters Score -1.91675e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 147849 members 
Entering Unmasked Estep 
Score: -19167480.000000 Penalty: 5910.796875
	Iteration 44Q: 3 clusters Score -1.916748e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 147888 members 
Entering Unmasked Estep 
Score: -19167468.000000 Penalty: 5910.796875
	Iteration 45Q: 3 clusters Score -1.916747e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 147918 members 
Entering Unmasked Estep 
Score: -19167492.000000 Penalty: 5910.796875
	Iteration 46Q: 3 clusters Score -1.916749e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 147942 members 
Entering Unmasked Estep 
Score: -19167462.000000 Penalty: 5910.796875
	Iteration 47Q: 3 clusters Score -1.916746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 147961 members 
Entering Unmasked Estep 
Score: -19167464.000000 Penalty: 5910.796875
	Iteration 48Q: 3 clusters Score -1.916746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 147973 members 
Entering Unmasked Estep 
Score: -19167464.000000 Penalty: 5910.796875
	Iteration 49Q: 3 clusters Score -1.916746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 147979 members 
Entering Unmasked Estep 
Score: -19167446.000000 Penalty: 5910.796875
	Iteration 50Q: 3 clusters Score -1.916745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 147983 members 
Entering Unmasked Estep 
Score: -19167456.000000 Penalty: 5910.796875
	Iteration 51Q: 3 clusters Score -1.916746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 147987 members 
Entering Unmasked Estep 
Score: -19167456.000000 Penalty: 5910.796875
	Iteration 52Q: 3 clusters Score -1.916746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 147989 members 
Entering Unmasked Estep 
Score: -19167470.000000 Penalty: 5910.796875
	Iteration 53Q: 3 clusters Score -1.916747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 147990 members 
Entering Unmasked Estep 
Score: -19167464.000000 Penalty: 5910.796875
	Iteration 54Q: 3 clusters Score -1.916746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 147991 members 
Entering Unmasked Estep 
Score: -19167460.000000 Penalty: 5910.796875
	Iteration 55Q: 3 clusters Score -1.916746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 147993 members 
Entering Unmasked Estep 
Score: -19167458.000000 Penalty: 5910.796875
	Iteration 56Q: 3 clusters Score -1.916746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 147994 members 
Entering Unmasked Estep 
Score: -19167472.000000 Penalty: 5910.796875
	Iteration 57Q: 3 clusters Score -1.916747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 147995 members 
Entering Unmasked Estep 
Score: -19167462.000000 Penalty: 5910.796875
	Iteration 58Q: 3 clusters Score -1.916746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 147995 members 
Entering Unmasked Estep 
Score: -19167462.000000 Penalty: 5910.796875
	Iteration 59F: 3 clusters Score -1.916746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Entering Unmasked Estep 
Score: -660512.187500 Penalty: 2135.359131
	Iteration 0F: 2 clusters Score -660512.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -655659.687500 Penalty: 4270.718262
	Iteration 0F: 3 clusters Score -655659.7 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -656934.750000 Penalty: 4270.718262
	Iteration 1F: 3 clusters Score -656934.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -657313.250000 Penalty: 4270.718262
	Iteration 2F: 3 clusters Score -657313.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -657697.312500 Penalty: 4270.718262
	Iteration 3F: 3 clusters Score -657697.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -658042.187500 Penalty: 4270.718262
	Iteration 4F: 3 clusters Score -658042.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -658362.125000 Penalty: 4270.718262
	Iteration 5F: 3 clusters Score -658362.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -658638.500000 Penalty: 4270.718262
	Iteration 6F: 3 clusters Score -658638.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -658831.937500 Penalty: 4270.718262
	Iteration 7Q: 3 clusters Score -658831.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -658970.125000 Penalty: 4270.718262
	Iteration 8Q: 3 clusters Score -658970.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -659039.187500 Penalty: 4270.718262
	Iteration 9Q: 3 clusters Score -659039.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -659079.062500 Penalty: 4270.718262
	Iteration 10Q: 3 clusters Score -659079.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -659106.062500 Penalty: 4270.718262
	Iteration 11Q: 3 clusters Score -659106.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -659126.375000 Penalty: 4270.718262
	Iteration 12Q: 3 clusters Score -659126.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -659137.312500 Penalty: 4270.718262
	Iteration 13Q: 3 clusters Score -659137.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -659142.500000 Penalty: 4270.718262
	Iteration 14Q: 3 clusters Score -659142.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -659149.250000 Penalty: 4270.718262
	Iteration 15Q: 3 clusters Score -659149.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -659151.562500 Penalty: 4270.718262
	Iteration 16Q: 3 clusters Score -659151.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -659153.750000 Penalty: 4270.718262
	Iteration 17Q: 3 clusters Score -659153.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -659157.000000 Penalty: 4270.718262
	Iteration 18Q: 3 clusters Score -659157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -659158.750000 Penalty: 4270.718262
	Iteration 19Q: 3 clusters Score -659158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -659160.312500 Penalty: 4270.718262
	Iteration 20F: 3 clusters Score -659160.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -659161.875000 Penalty: 4270.718262
	Iteration 21Q: 3 clusters Score -659161.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -659166.500000 Penalty: 4270.718262
	Iteration 22Q: 3 clusters Score -659166.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -659168.312500 Penalty: 4270.718262
	Iteration 23Q: 3 clusters Score -659168.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -659171.000000 Penalty: 4270.718262
	Iteration 24Q: 3 clusters Score -659171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -659172.562500 Penalty: 4270.718262
	Iteration 25Q: 3 clusters Score -659172.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -659173.750000 Penalty: 4270.718262
	Iteration 26Q: 3 clusters Score -659173.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -659175.687500 Penalty: 4270.718262
	Iteration 27Q: 3 clusters Score -659175.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -659177.375000 Penalty: 4270.718262
	Iteration 28Q: 3 clusters Score -659177.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -659181.187500 Penalty: 4270.718262
	Iteration 29Q: 3 clusters Score -659181.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -659184.062500 Penalty: 4270.718262
	Iteration 30Q: 3 clusters Score -659184.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -659186.375000 Penalty: 4270.718262
	Iteration 31Q: 3 clusters Score -659186.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -659189.625000 Penalty: 4270.718262
	Iteration 32Q: 3 clusters Score -659189.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -659194.875000 Penalty: 4270.718262
	Iteration 33Q: 3 clusters Score -659194.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -659201.375000 Penalty: 4270.718262
	Iteration 34Q: 3 clusters Score -659201.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -659208.187500 Penalty: 4270.718262
	Iteration 35Q: 3 clusters Score -659208.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -659212.125000 Penalty: 4270.718262
	Iteration 36Q: 3 clusters Score -659212.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -659213.625000 Penalty: 4270.718262
	Iteration 37Q: 3 clusters Score -659213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -659214.875000 Penalty: 4270.718262
	Iteration 38Q: 3 clusters Score -659214.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -659216.250000 Penalty: 4270.718262
	Iteration 39Q: 3 clusters Score -659216.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -659217.375000 Penalty: 4270.718262
	Iteration 40F: 3 clusters Score -659217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -659218.750000 Penalty: 4270.718262
	Iteration 41Q: 3 clusters Score -659218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -659219.312500 Penalty: 4270.718262
	Iteration 42Q: 3 clusters Score -659219.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -659219.875000 Penalty: 4270.718262
	Iteration 43Q: 3 clusters Score -659219.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -659222.687500 Penalty: 4270.718262
	Iteration 44Q: 3 clusters Score -659222.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -659223.687500 Penalty: 4270.718262
	Iteration 45Q: 3 clusters Score -659223.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -659223.937500 Penalty: 4270.718262
	Iteration 46Q: 3 clusters Score -659223.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -659223.937500 Penalty: 4270.718262
	Iteration 47F: 3 clusters Score -659223.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (171480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171480 members 
Entering Unmasked Estep 
Score: -21796998.000000 Penalty: 2988.951172
	Iteration 0F: 2 clusters Score -2.1797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 86005 members 
Entering Unmasked Estep 
Score: -21685244.000000 Penalty: 5977.902344
	Iteration 0F: 3 clusters Score -2.168524e+07 nChanged 81832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81881 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -21732592.000000 Penalty: 5977.902344
	Iteration 1F: 3 clusters Score -2.173259e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79266 members 
Mstep: Class 2 contains 92214 members 
Entering Unmasked Estep 
Score: -21733740.000000 Penalty: 5977.902344
	Iteration 2Q: 3 clusters Score -2.173374e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 96324 members 
Entering Unmasked Estep 
Score: -21735206.000000 Penalty: 5977.902344
	Iteration 3Q: 3 clusters Score -2.173521e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 102543 members 
Entering Unmasked Estep 
Score: -21737882.000000 Penalty: 5977.902344
	Iteration 4Q: 3 clusters Score -2.173788e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 111893 members 
Entering Unmasked Estep 
Score: -21742900.000000 Penalty: 5977.902344
	Iteration 5F: 3 clusters Score -2.17429e+07 nChanged 13348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 125211 members 
Entering Unmasked Estep 
Score: -21752672.000000 Penalty: 5977.902344
	Iteration 6F: 3 clusters Score -2.175267e+07 nChanged 16246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 141447 members 
Entering Unmasked Estep 
Score: -21767362.000000 Penalty: 5977.902344
	Iteration 7F: 3 clusters Score -2.176736e+07 nChanged 15218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 156661 members 
Entering Unmasked Estep 
Score: -21781632.000000 Penalty: 5977.902344
	Iteration 8F: 3 clusters Score -2.178163e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 166073 members 
Entering Unmasked Estep 
Score: -21789888.000000 Penalty: 5977.902344
	Iteration 9F: 3 clusters Score -2.178989e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 169845 members 
Entering Unmasked Estep 
Score: -21793022.000000 Penalty: 5977.902344
	Iteration 10Q: 3 clusters Score -2.179302e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 170908 members 
Entering Unmasked Estep 
Score: -21793894.000000 Penalty: 5977.902344
	Iteration 11Q: 3 clusters Score -2.179389e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 171132 members 
Entering Unmasked Estep 
Score: -21794110.000000 Penalty: 5977.902344
	Iteration 12Q: 3 clusters Score -2.179411e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 171196 members 
Entering Unmasked Estep 
Score: -21794180.000000 Penalty: 5977.902344
	Iteration 13Q: 3 clusters Score -2.179418e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 171217 members 
Entering Unmasked Estep 
Score: -21794258.000000 Penalty: 5977.902344
	Iteration 14Q: 3 clusters Score -2.179426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 171225 members 
Entering Unmasked Estep 
Score: -21794306.000000 Penalty: 5977.902344
	Iteration 15Q: 3 clusters Score -2.179431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 171230 members 
Entering Unmasked Estep 
Score: -21794314.000000 Penalty: 5977.902344
	Iteration 16Q: 3 clusters Score -2.179431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 171237 members 
Entering Unmasked Estep 
Score: -21794320.000000 Penalty: 5977.902344
	Iteration 17Q: 3 clusters Score -2.179432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 171244 members 
Entering Unmasked Estep 
Score: -21794340.000000 Penalty: 5977.902344
	Iteration 18Q: 3 clusters Score -2.179434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 171249 members 
Entering Unmasked Estep 
Score: -21794346.000000 Penalty: 5977.902344
	Iteration 19Q: 3 clusters Score -2.179435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 171255 members 
Entering Unmasked Estep 
Score: -21794358.000000 Penalty: 5977.902344
	Iteration 20F: 3 clusters Score -2.179436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 171260 members 
Entering Unmasked Estep 
Score: -21794364.000000 Penalty: 5977.902344
	Iteration 21Q: 3 clusters Score -2.179436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 171261 members 
Entering Unmasked Estep 
Score: -21794372.000000 Penalty: 5977.902344
	Iteration 22Q: 3 clusters Score -2.179437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 171262 members 
Entering Unmasked Estep 
Score: -21794374.000000 Penalty: 5977.902344
	Iteration 23Q: 3 clusters Score -2.179437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 171263 members 
Entering Unmasked Estep 
Score: -21794382.000000 Penalty: 5977.902344
	Iteration 24Q: 3 clusters Score -2.179438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 171265 members 
Entering Unmasked Estep 
Score: -21794388.000000 Penalty: 5977.902344
	Iteration 25Q: 3 clusters Score -2.179439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 171265 members 
Entering Unmasked Estep 
Score: -21794388.000000 Penalty: 5977.902344
	Iteration 26F: 3 clusters Score -2.179439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -45291.183594 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -45291.18 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 208 members 
Entering Unmasked Estep 
Score: -43858.167969 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -43858.17 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44114.648438 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -44114.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44378.605469 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -44378.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44707.539062 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -44707.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44799.269531 Penalty: 3020.166260
	Iteration 4F: 3 clusters Score -44799.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44870.988281 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -44870.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -44896.335938 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -44896.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -44921.214844 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -44921.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -44936.851562 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -44936.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -44954.878906 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -44954.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -44963.089844 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -44963.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -44963.089844 Penalty: 3020.166260
	Iteration 11F: 3 clusters Score -44963.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Entering Unmasked Estep 
Score: -6210099.500000 Penalty: 2671.402588
	Iteration 0F: 2 clusters Score -6210100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -6177867.000000 Penalty: 5342.805176
	Iteration 0F: 3 clusters Score -6177867 nChanged 22000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -6190011.000000 Penalty: 5342.805176
	Iteration 1F: 3 clusters Score -6190011 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -6190530.500000 Penalty: 5342.805176
	Iteration 2Q: 3 clusters Score -6190530 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -6191048.000000 Penalty: 5342.805176
	Iteration 3Q: 3 clusters Score -6191048 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -6191705.000000 Penalty: 5342.805176
	Iteration 4Q: 3 clusters Score -6191705 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -6192631.500000 Penalty: 5342.805176
	Iteration 5Q: 3 clusters Score -6192632 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -6194002.500000 Penalty: 5342.805176
	Iteration 6F: 3 clusters Score -6194002 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -6196122.500000 Penalty: 5342.805176
	Iteration 7F: 3 clusters Score -6196122 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -6199016.500000 Penalty: 5342.805176
	Iteration 8F: 3 clusters Score -6199016 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -6202109.000000 Penalty: 5342.805176
	Iteration 9F: 3 clusters Score -6202109 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -6204632.000000 Penalty: 5342.805176
	Iteration 10F: 3 clusters Score -6204632 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -6206261.000000 Penalty: 5342.805176
	Iteration 11Q: 3 clusters Score -6206261 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -6207047.000000 Penalty: 5342.805176
	Iteration 12Q: 3 clusters Score -6207047 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -6207378.000000 Penalty: 5342.805176
	Iteration 13Q: 3 clusters Score -6207378 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -6207516.000000 Penalty: 5342.805176
	Iteration 14Q: 3 clusters Score -6207516 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -6207586.000000 Penalty: 5342.805176
	Iteration 15Q: 3 clusters Score -6207586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -6207618.000000 Penalty: 5342.805176
	Iteration 16Q: 3 clusters Score -6207618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -6207634.500000 Penalty: 5342.805176
	Iteration 17Q: 3 clusters Score -6207634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -6207652.500000 Penalty: 5342.805176
	Iteration 18Q: 3 clusters Score -6207652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -6207657.500000 Penalty: 5342.805176
	Iteration 19Q: 3 clusters Score -6207658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -6207669.000000 Penalty: 5342.805176
	Iteration 20F: 3 clusters Score -6207669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -6207681.000000 Penalty: 5342.805176
	Iteration 21Q: 3 clusters Score -6207681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -6207689.500000 Penalty: 5342.805176
	Iteration 22Q: 3 clusters Score -6207690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -6207685.500000 Penalty: 5342.805176
	Iteration 23Q: 3 clusters Score -6207686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -6207685.500000 Penalty: 5342.805176
	Iteration 24F: 3 clusters Score -6207686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Entering Unmasked Estep 
Score: -3776453.750000 Penalty: 2554.269775
	Iteration 0F: 2 clusters Score -3776454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -3756127.500000 Penalty: 5108.539551
	Iteration 0F: 3 clusters Score -3756128 nChanged 13429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3763293.750000 Penalty: 5108.539551
	Iteration 1F: 3 clusters Score -3763294 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3763625.500000 Penalty: 5108.539551
	Iteration 2Q: 3 clusters Score -3763626 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3763885.750000 Penalty: 5108.539551
	Iteration 3Q: 3 clusters Score -3763886 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3764090.000000 Penalty: 5108.539551
	Iteration 4Q: 3 clusters Score -3764090 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3764278.000000 Penalty: 5108.539551
	Iteration 5Q: 3 clusters Score -3764278 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -3764507.250000 Penalty: 5108.539551
	Iteration 6Q: 3 clusters Score -3764507 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -3764701.750000 Penalty: 5108.539551
	Iteration 7Q: 3 clusters Score -3764702 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -3764986.500000 Penalty: 5108.539551
	Iteration 8Q: 3 clusters Score -3764986 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3765386.000000 Penalty: 5108.539551
	Iteration 9Q: 3 clusters Score -3765386 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -3766029.500000 Penalty: 5108.539551
	Iteration 10Q: 3 clusters Score -3766030 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3767072.250000 Penalty: 5108.539551
	Iteration 11F: 3 clusters Score -3767072 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -3768683.000000 Penalty: 5108.539551
	Iteration 12F: 3 clusters Score -3768683 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3770720.000000 Penalty: 5108.539551
	Iteration 13F: 3 clusters Score -3770720 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -3772470.500000 Penalty: 5108.539551
	Iteration 14F: 3 clusters Score -3772470 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -3773463.250000 Penalty: 5108.539551
	Iteration 15Q: 3 clusters Score -3773463 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -3773894.500000 Penalty: 5108.539551
	Iteration 16Q: 3 clusters Score -3773894 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -3774048.750000 Penalty: 5108.539551
	Iteration 17Q: 3 clusters Score -3774049 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -3774116.750000 Penalty: 5108.539551
	Iteration 18Q: 3 clusters Score -3774117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -3774140.500000 Penalty: 5108.539551
	Iteration 19Q: 3 clusters Score -3774140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -3774156.000000 Penalty: 5108.539551
	Iteration 20F: 3 clusters Score -3774156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -3774169.000000 Penalty: 5108.539551
	Iteration 21Q: 3 clusters Score -3774169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -3774177.000000 Penalty: 5108.539551
	Iteration 22Q: 3 clusters Score -3774177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -3774177.000000 Penalty: 5108.539551
	Iteration 23F: 3 clusters Score -3774177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Entering Unmasked Estep 
Score: -9891257.000000 Penalty: 2793.844482
	Iteration 0F: 2 clusters Score -9891257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -9839460.000000 Penalty: 5587.688965
	Iteration 0F: 3 clusters Score -9839460 nChanged 36517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -9859922.000000 Penalty: 5587.688965
	Iteration 1F: 3 clusters Score -9859922 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -9860764.000000 Penalty: 5587.688965
	Iteration 2Q: 3 clusters Score -9860764 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -9861779.000000 Penalty: 5587.688965
	Iteration 3Q: 3 clusters Score -9861779 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -9863037.000000 Penalty: 5587.688965
	Iteration 4Q: 3 clusters Score -9863037 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -9864382.000000 Penalty: 5587.688965
	Iteration 5Q: 3 clusters Score -9864382 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -9865853.000000 Penalty: 5587.688965
	Iteration 6Q: 3 clusters Score -9865853 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -9867347.000000 Penalty: 5587.688965
	Iteration 7Q: 3 clusters Score -9867347 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -9868648.000000 Penalty: 5587.688965
	Iteration 8Q: 3 clusters Score -9868648 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -9870010.000000 Penalty: 5587.688965
	Iteration 9Q: 3 clusters Score -9870010 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -9871255.000000 Penalty: 5587.688965
	Iteration 10Q: 3 clusters Score -9871255 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -9872659.000000 Penalty: 5587.688965
	Iteration 11Q: 3 clusters Score -9872659 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -9874319.000000 Penalty: 5587.688965
	Iteration 12Q: 3 clusters Score -9874319 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -9876445.000000 Penalty: 5587.688965
	Iteration 13Q: 3 clusters Score -9876445 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -9878944.000000 Penalty: 5587.688965
	Iteration 14F: 3 clusters Score -9878944 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -9881798.000000 Penalty: 5587.688965
	Iteration 15Q: 3 clusters Score -9881798 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -9884403.000000 Penalty: 5587.688965
	Iteration 16Q: 3 clusters Score -9884403 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -9886395.000000 Penalty: 5587.688965
	Iteration 17Q: 3 clusters Score -9886395 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -9887595.000000 Penalty: 5587.688965
	Iteration 18Q: 3 clusters Score -9887595 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 75115 members 
Entering Unmasked Estep 
Score: -9888384.000000 Penalty: 5587.688965
	Iteration 19Q: 3 clusters Score -9888384 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 75664 members 
Entering Unmasked Estep 
Score: -9888848.000000 Penalty: 5587.688965
	Iteration 20F: 3 clusters Score -9888848 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -9889133.000000 Penalty: 5587.688965
	Iteration 21Q: 3 clusters Score -9889133 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 76171 members 
Entering Unmasked Estep 
Score: -9889215.000000 Penalty: 5587.688965
	Iteration 22Q: 3 clusters Score -9889215 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -9889316.000000 Penalty: 5587.688965
	Iteration 23Q: 3 clusters Score -9889316 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -9889356.000000 Penalty: 5587.688965
	Iteration 24Q: 3 clusters Score -9889356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -9889408.000000 Penalty: 5587.688965
	Iteration 25Q: 3 clusters Score -9889408 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -9889443.000000 Penalty: 5587.688965
	Iteration 26Q: 3 clusters Score -9889443 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 76586 members 
Entering Unmasked Estep 
Score: -9889518.000000 Penalty: 5587.688965
	Iteration 27Q: 3 clusters Score -9889518 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 76629 members 
Entering Unmasked Estep 
Score: -9889625.000000 Penalty: 5587.688965
	Iteration 28Q: 3 clusters Score -9889625 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -9889859.000000 Penalty: 5587.688965
	Iteration 29Q: 3 clusters Score -9889859 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 76686 members 
Entering Unmasked Estep 
Score: -9890188.000000 Penalty: 5587.688965
	Iteration 30Q: 3 clusters Score -9890188 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -9890319.000000 Penalty: 5587.688965
	Iteration 31Q: 3 clusters Score -9890319 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 76576 members 
Entering Unmasked Estep 
Score: -9890362.000000 Penalty: 5587.688965
	Iteration 32Q: 3 clusters Score -9890362 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 76515 members 
Entering Unmasked Estep 
Score: -9890395.000000 Penalty: 5587.688965
	Iteration 33Q: 3 clusters Score -9890395 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -9890442.000000 Penalty: 5587.688965
	Iteration 34Q: 3 clusters Score -9890442 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 76401 members 
Entering Unmasked Estep 
Score: -9890449.000000 Penalty: 5587.688965
	Iteration 35Q: 3 clusters Score -9890449 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 76335 members 
Entering Unmasked Estep 
Score: -9890493.000000 Penalty: 5587.688965
	Iteration 36Q: 3 clusters Score -9890493 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 76274 members 
Entering Unmasked Estep 
Score: -9890526.000000 Penalty: 5587.688965
	Iteration 37Q: 3 clusters Score -9890526 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -9890540.000000 Penalty: 5587.688965
	Iteration 38Q: 3 clusters Score -9890540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 76181 members 
Entering Unmasked Estep 
Score: -9890574.000000 Penalty: 5587.688965
	Iteration 39Q: 3 clusters Score -9890574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -9890589.000000 Penalty: 5587.688965
	Iteration 40F: 3 clusters Score -9890589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -9890603.000000 Penalty: 5587.688965
	Iteration 41Q: 3 clusters Score -9890603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 76111 members 
Entering Unmasked Estep 
Score: -9890610.000000 Penalty: 5587.688965
	Iteration 42Q: 3 clusters Score -9890610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 76091 members 
Entering Unmasked Estep 
Score: -9890625.000000 Penalty: 5587.688965
	Iteration 43Q: 3 clusters Score -9890625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 76069 members 
Entering Unmasked Estep 
Score: -9890620.000000 Penalty: 5587.688965
	Iteration 44Q: 3 clusters Score -9890620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -9890616.000000 Penalty: 5587.688965
	Iteration 45Q: 3 clusters Score -9890616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -9890620.000000 Penalty: 5587.688965
	Iteration 46Q: 3 clusters Score -9890620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -9890632.000000 Penalty: 5587.688965
	Iteration 47Q: 3 clusters Score -9890632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 76017 members 
Entering Unmasked Estep 
Score: -9890619.000000 Penalty: 5587.688965
	Iteration 48Q: 3 clusters Score -9890619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
Score: -9890627.000000 Penalty: 5587.688965
	Iteration 49Q: 3 clusters Score -9890627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 75999 members 
Entering Unmasked Estep 
Score: -9890636.000000 Penalty: 5587.688965
	Iteration 50Q: 3 clusters Score -9890636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -9890645.000000 Penalty: 5587.688965
	Iteration 51Q: 3 clusters Score -9890645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 75983 members 
Entering Unmasked Estep 
Score: -9890641.000000 Penalty: 5587.688965
	Iteration 52Q: 3 clusters Score -9890641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 75974 members 
Entering Unmasked Estep 
Score: -9890644.000000 Penalty: 5587.688965
	Iteration 53Q: 3 clusters Score -9890644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 75961 members 
Entering Unmasked Estep 
Score: -9890646.000000 Penalty: 5587.688965
	Iteration 54Q: 3 clusters Score -9890646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 75951 members 
Entering Unmasked Estep 
Score: -9890646.000000 Penalty: 5587.688965
	Iteration 55Q: 3 clusters Score -9890646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 75943 members 
Entering Unmasked Estep 
Score: -9890651.000000 Penalty: 5587.688965
	Iteration 56Q: 3 clusters Score -9890651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 75936 members 
Entering Unmasked Estep 
Score: -9890648.000000 Penalty: 5587.688965
	Iteration 57Q: 3 clusters Score -9890648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -9890653.000000 Penalty: 5587.688965
	Iteration 58Q: 3 clusters Score -9890653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -9890654.000000 Penalty: 5587.688965
	Iteration 59Q: 3 clusters Score -9890654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 75920 members 
Entering Unmasked Estep 
Score: -9890660.000000 Penalty: 5587.688965
	Iteration 60F: 3 clusters Score -9890660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 75919 members 
Entering Unmasked Estep 
Score: -9890656.000000 Penalty: 5587.688965
	Iteration 61Q: 3 clusters Score -9890656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 75917 members 
Entering Unmasked Estep 
Score: -9890659.000000 Penalty: 5587.688965
	Iteration 62Q: 3 clusters Score -9890659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 75915 members 
Entering Unmasked Estep 
Score: -9890667.000000 Penalty: 5587.688965
	Iteration 63Q: 3 clusters Score -9890667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -9890666.000000 Penalty: 5587.688965
	Iteration 64Q: 3 clusters Score -9890666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 75906 members 
Entering Unmasked Estep 
Score: -9890654.000000 Penalty: 5587.688965
	Iteration 65Q: 3 clusters Score -9890654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 75905 members 
Entering Unmasked Estep 
Score: -9890654.000000 Penalty: 5587.688965
	Iteration 66Q: 3 clusters Score -9890654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 75904 members 
Entering Unmasked Estep 
Score: -9890651.000000 Penalty: 5587.688965
	Iteration 67Q: 3 clusters Score -9890651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 75903 members 
Entering Unmasked Estep 
Score: -9890652.000000 Penalty: 5587.688965
	Iteration 68Q: 3 clusters Score -9890652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 75903 members 
Entering Unmasked Estep 
Score: -9890652.000000 Penalty: 5587.688965
	Iteration 69F: 3 clusters Score -9890652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Entering Unmasked Estep 
Score: -2604015.750000 Penalty: 2454.497559
	Iteration 0F: 2 clusters Score -2604016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2589876.750000 Penalty: 4908.995117
	Iteration 0F: 3 clusters Score -2589877 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2594624.750000 Penalty: 4908.995117
	Iteration 1F: 3 clusters Score -2594625 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2594917.250000 Penalty: 4908.995117
	Iteration 2Q: 3 clusters Score -2594917 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2595115.000000 Penalty: 4908.995117
	Iteration 3Q: 3 clusters Score -2595115 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2595277.000000 Penalty: 4908.995117
	Iteration 4Q: 3 clusters Score -2595277 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2595424.000000 Penalty: 4908.995117
	Iteration 5Q: 3 clusters Score -2595424 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2595568.500000 Penalty: 4908.995117
	Iteration 6Q: 3 clusters Score -2595568 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2595714.750000 Penalty: 4908.995117
	Iteration 7Q: 3 clusters Score -2595715 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2595892.750000 Penalty: 4908.995117
	Iteration 8Q: 3 clusters Score -2595893 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2596079.750000 Penalty: 4908.995117
	Iteration 9Q: 3 clusters Score -2596080 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2596324.750000 Penalty: 4908.995117
	Iteration 10Q: 3 clusters Score -2596325 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2596646.250000 Penalty: 4908.995117
	Iteration 11Q: 3 clusters Score -2596646 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2597053.500000 Penalty: 4908.995117
	Iteration 12Q: 3 clusters Score -2597054 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2597616.500000 Penalty: 4908.995117
	Iteration 13Q: 3 clusters Score -2597616 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2598362.250000 Penalty: 4908.995117
	Iteration 14F: 3 clusters Score -2598362 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2599202.250000 Penalty: 4908.995117
	Iteration 15F: 3 clusters Score -2599202 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2600009.750000 Penalty: 4908.995117
	Iteration 16Q: 3 clusters Score -2600010 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2600676.500000 Penalty: 4908.995117
	Iteration 17Q: 3 clusters Score -2600676 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2601137.000000 Penalty: 4908.995117
	Iteration 18Q: 3 clusters Score -2601137 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2601408.750000 Penalty: 4908.995117
	Iteration 19Q: 3 clusters Score -2601409 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2601586.000000 Penalty: 4908.995117
	Iteration 20F: 3 clusters Score -2601586 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2601660.750000 Penalty: 4908.995117
	Iteration 21Q: 3 clusters Score -2601661 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2601708.000000 Penalty: 4908.995117
	Iteration 22Q: 3 clusters Score -2601708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2601742.500000 Penalty: 4908.995117
	Iteration 23Q: 3 clusters Score -2601742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2601764.500000 Penalty: 4908.995117
	Iteration 24Q: 3 clusters Score -2601764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2601779.500000 Penalty: 4908.995117
	Iteration 25Q: 3 clusters Score -2601780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2601788.500000 Penalty: 4908.995117
	Iteration 26Q: 3 clusters Score -2601788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2601798.250000 Penalty: 4908.995117
	Iteration 27Q: 3 clusters Score -2601798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2601810.750000 Penalty: 4908.995117
	Iteration 28Q: 3 clusters Score -2601811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2601814.500000 Penalty: 4908.995117
	Iteration 29Q: 3 clusters Score -2601814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2601816.750000 Penalty: 4908.995117
	Iteration 30Q: 3 clusters Score -2601817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2601823.500000 Penalty: 4908.995117
	Iteration 31Q: 3 clusters Score -2601824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2601825.250000 Penalty: 4908.995117
	Iteration 32Q: 3 clusters Score -2601825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2601830.750000 Penalty: 4908.995117
	Iteration 33Q: 3 clusters Score -2601831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2601836.500000 Penalty: 4908.995117
	Iteration 34Q: 3 clusters Score -2601836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2601846.500000 Penalty: 4908.995117
	Iteration 35Q: 3 clusters Score -2601846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2601850.000000 Penalty: 4908.995117
	Iteration 36Q: 3 clusters Score -2601850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2601851.250000 Penalty: 4908.995117
	Iteration 37Q: 3 clusters Score -2601851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2601854.750000 Penalty: 4908.995117
	Iteration 38Q: 3 clusters Score -2601855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2601858.000000 Penalty: 4908.995117
	Iteration 39Q: 3 clusters Score -2601858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2601860.250000 Penalty: 4908.995117
	Iteration 40F: 3 clusters Score -2601860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (140852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140852 members 
Entering Unmasked Estep 
Score: -17934650.000000 Penalty: 2940.155273
	Iteration 0F: 2 clusters Score -1.793465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70471 members 
Mstep: Class 2 contains 70381 members 
Entering Unmasked Estep 
Score: -17841992.000000 Penalty: 5880.310547
	Iteration 0F: 3 clusters Score -1.784199e+07 nChanged 67102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 70491 members 
Entering Unmasked Estep 
Score: -17880770.000000 Penalty: 5880.310547
	Iteration 1F: 3 clusters Score -1.788077e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -17881696.000000 Penalty: 5880.310547
	Iteration 2Q: 3 clusters Score -1.78817e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -17882844.000000 Penalty: 5880.310547
	Iteration 3Q: 3 clusters Score -1.788284e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70112 members 
Mstep: Class 2 contains 70740 members 
Entering Unmasked Estep 
Score: -17884650.000000 Penalty: 5880.310547
	Iteration 4Q: 3 clusters Score -1.788465e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69678 members 
Mstep: Class 2 contains 71174 members 
Entering Unmasked Estep 
Score: -17887014.000000 Penalty: 5880.310547
	Iteration 5Q: 3 clusters Score -1.788701e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 72106 members 
Entering Unmasked Estep 
Score: -17890460.000000 Penalty: 5880.310547
	Iteration 6Q: 3 clusters Score -1.789046e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67334 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -17894850.000000 Penalty: 5880.310547
	Iteration 7F: 3 clusters Score -1.789485e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65450 members 
Mstep: Class 2 contains 75402 members 
Entering Unmasked Estep 
Score: -17900422.000000 Penalty: 5880.310547
	Iteration 8F: 3 clusters Score -1.790042e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63262 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -17906718.000000 Penalty: 5880.310547
	Iteration 9F: 3 clusters Score -1.790672e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 79828 members 
Entering Unmasked Estep 
Score: -17912224.000000 Penalty: 5880.310547
	Iteration 10F: 3 clusters Score -1.791222e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 81825 members 
Entering Unmasked Estep 
Score: -17915306.000000 Penalty: 5880.310547
	Iteration 11Q: 3 clusters Score -1.791531e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 83766 members 
Entering Unmasked Estep 
Score: -17916526.000000 Penalty: 5880.310547
	Iteration 12Q: 3 clusters Score -1.791653e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 85592 members 
Entering Unmasked Estep 
Score: -17917164.000000 Penalty: 5880.310547
	Iteration 13Q: 3 clusters Score -1.791716e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 87410 members 
Entering Unmasked Estep 
Score: -17917726.000000 Penalty: 5880.310547
	Iteration 14Q: 3 clusters Score -1.791773e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -17918246.000000 Penalty: 5880.310547
	Iteration 15Q: 3 clusters Score -1.791825e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 91030 members 
Entering Unmasked Estep 
Score: -17918686.000000 Penalty: 5880.310547
	Iteration 16Q: 3 clusters Score -1.791869e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 92998 members 
Entering Unmasked Estep 
Score: -17919304.000000 Penalty: 5880.310547
	Iteration 17Q: 3 clusters Score -1.79193e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 95097 members 
Entering Unmasked Estep 
Score: -17919842.000000 Penalty: 5880.310547
	Iteration 18Q: 3 clusters Score -1.791984e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 97222 members 
Entering Unmasked Estep 
Score: -17920334.000000 Penalty: 5880.310547
	Iteration 19Q: 3 clusters Score -1.792033e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 99488 members 
Entering Unmasked Estep 
Score: -17920796.000000 Penalty: 5880.310547
	Iteration 20F: 3 clusters Score -1.79208e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 101764 members 
Entering Unmasked Estep 
Score: -17921426.000000 Penalty: 5880.310547
	Iteration 21Q: 3 clusters Score -1.792143e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 104093 members 
Entering Unmasked Estep 
Score: -17922028.000000 Penalty: 5880.310547
	Iteration 22Q: 3 clusters Score -1.792203e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 106356 members 
Entering Unmasked Estep 
Score: -17922524.000000 Penalty: 5880.310547
	Iteration 23Q: 3 clusters Score -1.792252e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 108531 members 
Entering Unmasked Estep 
Score: -17923238.000000 Penalty: 5880.310547
	Iteration 24Q: 3 clusters Score -1.792324e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
Score: -17923832.000000 Penalty: 5880.310547
	Iteration 25Q: 3 clusters Score -1.792383e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 112665 members 
Entering Unmasked Estep 
Score: -17924496.000000 Penalty: 5880.310547
	Iteration 26Q: 3 clusters Score -1.79245e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 114652 members 
Entering Unmasked Estep 
Score: -17925088.000000 Penalty: 5880.310547
	Iteration 27Q: 3 clusters Score -1.792509e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 116584 members 
Entering Unmasked Estep 
Score: -17925680.000000 Penalty: 5880.310547
	Iteration 28Q: 3 clusters Score -1.792568e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 118499 members 
Entering Unmasked Estep 
Score: -17926192.000000 Penalty: 5880.310547
	Iteration 29Q: 3 clusters Score -1.792619e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 120354 members 
Entering Unmasked Estep 
Score: -17926766.000000 Penalty: 5880.310547
	Iteration 30Q: 3 clusters Score -1.792677e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 122162 members 
Entering Unmasked Estep 
Score: -17927342.000000 Penalty: 5880.310547
	Iteration 31Q: 3 clusters Score -1.792734e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 123894 members 
Entering Unmasked Estep 
Score: -17927912.000000 Penalty: 5880.310547
	Iteration 32Q: 3 clusters Score -1.792791e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 125488 members 
Entering Unmasked Estep 
Score: -17928476.000000 Penalty: 5880.310547
	Iteration 33Q: 3 clusters Score -1.792848e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 126961 members 
Entering Unmasked Estep 
Score: -17929006.000000 Penalty: 5880.310547
	Iteration 34Q: 3 clusters Score -1.792901e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 128340 members 
Entering Unmasked Estep 
Score: -17929490.000000 Penalty: 5880.310547
	Iteration 35Q: 3 clusters Score -1.792949e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 129642 members 
Entering Unmasked Estep 
Score: -17929902.000000 Penalty: 5880.310547
	Iteration 36Q: 3 clusters Score -1.79299e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 130869 members 
Entering Unmasked Estep 
Score: -17930374.000000 Penalty: 5880.310547
	Iteration 37Q: 3 clusters Score -1.793037e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 131998 members 
Entering Unmasked Estep 
Score: -17930740.000000 Penalty: 5880.310547
	Iteration 38Q: 3 clusters Score -1.793074e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 132957 members 
Entering Unmasked Estep 
Score: -17931088.000000 Penalty: 5880.310547
	Iteration 39Q: 3 clusters Score -1.793109e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 133810 members 
Entering Unmasked Estep 
Score: -17931336.000000 Penalty: 5880.310547
	Iteration 40F: 3 clusters Score -1.793134e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 134590 members 
Entering Unmasked Estep 
Score: -17931614.000000 Penalty: 5880.310547
	Iteration 41Q: 3 clusters Score -1.793161e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 135242 members 
Entering Unmasked Estep 
Score: -17931814.000000 Penalty: 5880.310547
	Iteration 42Q: 3 clusters Score -1.793181e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 135810 members 
Entering Unmasked Estep 
Score: -17932012.000000 Penalty: 5880.310547
	Iteration 43Q: 3 clusters Score -1.793201e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 136317 members 
Entering Unmasked Estep 
Score: -17932188.000000 Penalty: 5880.310547
	Iteration 44Q: 3 clusters Score -1.793219e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 136748 members 
Entering Unmasked Estep 
Score: -17932302.000000 Penalty: 5880.310547
	Iteration 45Q: 3 clusters Score -1.79323e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 137093 members 
Entering Unmasked Estep 
Score: -17932404.000000 Penalty: 5880.310547
	Iteration 46Q: 3 clusters Score -1.79324e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 137388 members 
Entering Unmasked Estep 
Score: -17932486.000000 Penalty: 5880.310547
	Iteration 47Q: 3 clusters Score -1.793249e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 137635 members 
Entering Unmasked Estep 
Score: -17932608.000000 Penalty: 5880.310547
	Iteration 48Q: 3 clusters Score -1.793261e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 137825 members 
Entering Unmasked Estep 
Score: -17932668.000000 Penalty: 5880.310547
	Iteration 49Q: 3 clusters Score -1.793267e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 138000 members 
Entering Unmasked Estep 
Score: -17932698.000000 Penalty: 5880.310547
	Iteration 50Q: 3 clusters Score -1.79327e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 138142 members 
Entering Unmasked Estep 
Score: -17932698.000000 Penalty: 5880.310547
	Iteration 51Q: 3 clusters Score -1.79327e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 138277 members 
Entering Unmasked Estep 
Score: -17932734.000000 Penalty: 5880.310547
	Iteration 52Q: 3 clusters Score -1.793273e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 138370 members 
Entering Unmasked Estep 
Score: -17932750.000000 Penalty: 5880.310547
	Iteration 53Q: 3 clusters Score -1.793275e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 138451 members 
Entering Unmasked Estep 
Score: -17932724.000000 Penalty: 5880.310547
	Iteration 54Q: 3 clusters Score -1.793272e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 138510 members 
Entering Unmasked Estep 
Score: -17932736.000000 Penalty: 5880.310547
	Iteration 55Q: 3 clusters Score -1.793274e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 138570 members 
Entering Unmasked Estep 
Score: -17932724.000000 Penalty: 5880.310547
	Iteration 56Q: 3 clusters Score -1.793272e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 138613 members 
Entering Unmasked Estep 
Score: -17932746.000000 Penalty: 5880.310547
	Iteration 57Q: 3 clusters Score -1.793275e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 138651 members 
Entering Unmasked Estep 
Score: -17932766.000000 Penalty: 5880.310547
	Iteration 58Q: 3 clusters Score -1.793277e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 138684 members 
Entering Unmasked Estep 
Score: -17932772.000000 Penalty: 5880.310547
	Iteration 59Q: 3 clusters Score -1.793277e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 138716 members 
Entering Unmasked Estep 
Score: -17932764.000000 Penalty: 5880.310547
	Iteration 60F: 3 clusters Score -1.793276e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 138743 members 
Entering Unmasked Estep 
Score: -17932774.000000 Penalty: 5880.310547
	Iteration 61Q: 3 clusters Score -1.793277e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 138766 members 
Entering Unmasked Estep 
Score: -17932774.000000 Penalty: 5880.310547
	Iteration 62Q: 3 clusters Score -1.793277e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 138787 members 
Entering Unmasked Estep 
Score: -17932778.000000 Penalty: 5880.310547
	Iteration 63Q: 3 clusters Score -1.793278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 138800 members 
Entering Unmasked Estep 
Score: -17932788.000000 Penalty: 5880.310547
	Iteration 64Q: 3 clusters Score -1.793279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 138814 members 
Entering Unmasked Estep 
Score: -17932786.000000 Penalty: 5880.310547
	Iteration 65Q: 3 clusters Score -1.793279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 138825 members 
Entering Unmasked Estep 
Score: -17932768.000000 Penalty: 5880.310547
	Iteration 66Q: 3 clusters Score -1.793277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 138837 members 
Entering Unmasked Estep 
Score: -17932782.000000 Penalty: 5880.310547
	Iteration 67Q: 3 clusters Score -1.793278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 138854 members 
Entering Unmasked Estep 
Score: -17932784.000000 Penalty: 5880.310547
	Iteration 68Q: 3 clusters Score -1.793278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 138873 members 
Entering Unmasked Estep 
Score: -17932798.000000 Penalty: 5880.310547
	Iteration 69Q: 3 clusters Score -1.79328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 138885 members 
Entering Unmasked Estep 
Score: -17932804.000000 Penalty: 5880.310547
	Iteration 70Q: 3 clusters Score -1.79328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 138900 members 
Entering Unmasked Estep 
Score: -17932816.000000 Penalty: 5880.310547
	Iteration 71Q: 3 clusters Score -1.793282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 138917 members 
Entering Unmasked Estep 
Score: -17932806.000000 Penalty: 5880.310547
	Iteration 72Q: 3 clusters Score -1.793281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 138928 members 
Entering Unmasked Estep 
Score: -17932800.000000 Penalty: 5880.310547
	Iteration 73Q: 3 clusters Score -1.79328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 138934 members 
Entering Unmasked Estep 
Score: -17932800.000000 Penalty: 5880.310547
	Iteration 74Q: 3 clusters Score -1.79328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 138937 members 
Entering Unmasked Estep 
Score: -17932788.000000 Penalty: 5880.310547
	Iteration 75Q: 3 clusters Score -1.793279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 138939 members 
Entering Unmasked Estep 
Score: -17932798.000000 Penalty: 5880.310547
	Iteration 76Q: 3 clusters Score -1.79328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 138940 members 
Entering Unmasked Estep 
Score: -17932792.000000 Penalty: 5880.310547
	Iteration 77Q: 3 clusters Score -1.793279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 138940 members 
Entering Unmasked Estep 
Score: -17932792.000000 Penalty: 5880.310547
	Iteration 78F: 3 clusters Score -1.793279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (148728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148728 members 
Entering Unmasked Estep 
Score: -19063894.000000 Penalty: 2953.648682
	Iteration 0F: 2 clusters Score -1.906389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74466 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -18966102.000000 Penalty: 5907.297363
	Iteration 0F: 3 clusters Score -1.89661e+07 nChanged 70946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76676 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -19007476.000000 Penalty: 5907.297363
	Iteration 1F: 3 clusters Score -1.900748e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78059 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -19008188.000000 Penalty: 5907.297363
	Iteration 2Q: 3 clusters Score -1.900819e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80119 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -19009088.000000 Penalty: 5907.297363
	Iteration 3Q: 3 clusters Score -1.900909e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -19010198.000000 Penalty: 5907.297363
	Iteration 4Q: 3 clusters Score -1.90102e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -19012180.000000 Penalty: 5907.297363
	Iteration 5Q: 3 clusters Score -1.901218e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94416 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -19015968.000000 Penalty: 5907.297363
	Iteration 6Q: 3 clusters Score -1.901597e+07 nChanged 9341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -19021842.000000 Penalty: 5907.297363
	Iteration 7F: 3 clusters Score -1.902184e+07 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115151 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -19031004.000000 Penalty: 5907.297363
	Iteration 8F: 3 clusters Score -1.9031e+07 nChanged 12409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127554 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -19042250.000000 Penalty: 5907.297363
	Iteration 9F: 3 clusters Score -1.904225e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137844 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -19052346.000000 Penalty: 5907.297363
	Iteration 10F: 3 clusters Score -1.905235e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144310 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -19058192.000000 Penalty: 5907.297363
	Iteration 11Q: 3 clusters Score -1.905819e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147203 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -19060306.000000 Penalty: 5907.297363
	Iteration 12Q: 3 clusters Score -1.906031e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148157 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -19060982.000000 Penalty: 5907.297363
	Iteration 13Q: 3 clusters Score -1.906098e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148413 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -19061156.000000 Penalty: 5907.297363
	Iteration 14Q: 3 clusters Score -1.906116e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148470 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19061230.000000 Penalty: 5907.297363
	Iteration 15Q: 3 clusters Score -1.906123e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148495 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19061292.000000 Penalty: 5907.297363
	Iteration 16Q: 3 clusters Score -1.906129e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148510 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19061314.000000 Penalty: 5907.297363
	Iteration 17Q: 3 clusters Score -1.906131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148514 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19061336.000000 Penalty: 5907.297363
	Iteration 18Q: 3 clusters Score -1.906134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148517 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19061344.000000 Penalty: 5907.297363
	Iteration 19Q: 3 clusters Score -1.906134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148519 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19061352.000000 Penalty: 5907.297363
	Iteration 20F: 3 clusters Score -1.906135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148521 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19061358.000000 Penalty: 5907.297363
	Iteration 21Q: 3 clusters Score -1.906136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148521 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19061360.000000 Penalty: 5907.297363
	Iteration 22Q: 3 clusters Score -1.906136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148522 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19061352.000000 Penalty: 5907.297363
	Iteration 23Q: 3 clusters Score -1.906135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148523 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19061354.000000 Penalty: 5907.297363
	Iteration 24Q: 3 clusters Score -1.906135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148524 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19061352.000000 Penalty: 5907.297363
	Iteration 25Q: 3 clusters Score -1.906135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148525 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19061360.000000 Penalty: 5907.297363
	Iteration 26Q: 3 clusters Score -1.906136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148525 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19061360.000000 Penalty: 5907.297363
	Iteration 27F: 3 clusters Score -1.906136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Entering Unmasked Estep 
Score: -270518.031250 Penalty: 1904.339722
	Iteration 0F: 2 clusters Score -270518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -267761.843750 Penalty: 3808.679443
	Iteration 0F: 3 clusters Score -267761.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -268249.406250 Penalty: 3808.679443
	Iteration 1F: 3 clusters Score -268249.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -268361.687500 Penalty: 3808.679443
	Iteration 2F: 3 clusters Score -268361.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -268431.687500 Penalty: 3808.679443
	Iteration 3Q: 3 clusters Score -268431.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -268483.062500 Penalty: 3808.679443
	Iteration 4Q: 3 clusters Score -268483.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -268520.218750 Penalty: 3808.679443
	Iteration 5Q: 3 clusters Score -268520.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -268549.593750 Penalty: 3808.679443
	Iteration 6Q: 3 clusters Score -268549.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -268573.093750 Penalty: 3808.679443
	Iteration 7Q: 3 clusters Score -268573.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -268592.187500 Penalty: 3808.679443
	Iteration 8Q: 3 clusters Score -268592.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -268604.812500 Penalty: 3808.679443
	Iteration 9Q: 3 clusters Score -268604.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -268621.781250 Penalty: 3808.679443
	Iteration 10Q: 3 clusters Score -268621.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -268636.000000 Penalty: 3808.679443
	Iteration 11Q: 3 clusters Score -268636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -268644.937500 Penalty: 3808.679443
	Iteration 12Q: 3 clusters Score -268644.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -268652.125000 Penalty: 3808.679443
	Iteration 13Q: 3 clusters Score -268652.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -268661.156250 Penalty: 3808.679443
	Iteration 14Q: 3 clusters Score -268661.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -268668.968750 Penalty: 3808.679443
	Iteration 15Q: 3 clusters Score -268669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -268670.531250 Penalty: 3808.679443
	Iteration 16Q: 3 clusters Score -268670.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -268671.406250 Penalty: 3808.679443
	Iteration 17Q: 3 clusters Score -268671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -268671.781250 Penalty: 3808.679443
	Iteration 18Q: 3 clusters Score -268671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -268673.125000 Penalty: 3808.679443
	Iteration 19Q: 3 clusters Score -268673.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -268674.218750 Penalty: 3808.679443
	Iteration 20F: 3 clusters Score -268674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -268675.812500 Penalty: 3808.679443
	Iteration 21Q: 3 clusters Score -268675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -268678.062500 Penalty: 3808.679443
	Iteration 22Q: 3 clusters Score -268678.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -268679.250000 Penalty: 3808.679443
	Iteration 23Q: 3 clusters Score -268679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -268681.625000 Penalty: 3808.679443
	Iteration 24Q: 3 clusters Score -268681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -268683.000000 Penalty: 3808.679443
	Iteration 25Q: 3 clusters Score -268683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -268683.000000 Penalty: 3808.679443
	Iteration 26F: 3 clusters Score -268683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Entering Unmasked Estep 
Score: -245150.593750 Penalty: 1881.778687
	Iteration 0F: 2 clusters Score -245150.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -242533.062500 Penalty: 3763.557373
	Iteration 0F: 3 clusters Score -242533.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -243021.984375 Penalty: 3763.557373
	Iteration 1F: 3 clusters Score -243022 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -243165.546875 Penalty: 3763.557373
	Iteration 2F: 3 clusters Score -243165.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -243244.921875 Penalty: 3763.557373
	Iteration 3Q: 3 clusters Score -243244.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -243298.843750 Penalty: 3763.557373
	Iteration 4Q: 3 clusters Score -243298.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -243332.421875 Penalty: 3763.557373
	Iteration 5Q: 3 clusters Score -243332.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -243352.671875 Penalty: 3763.557373
	Iteration 6Q: 3 clusters Score -243352.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -243365.109375 Penalty: 3763.557373
	Iteration 7Q: 3 clusters Score -243365.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -243379.593750 Penalty: 3763.557373
	Iteration 8Q: 3 clusters Score -243379.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -243392.328125 Penalty: 3763.557373
	Iteration 9Q: 3 clusters Score -243392.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -243408.000000 Penalty: 3763.557373
	Iteration 10Q: 3 clusters Score -243408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -243420.234375 Penalty: 3763.557373
	Iteration 11Q: 3 clusters Score -243420.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -243427.343750 Penalty: 3763.557373
	Iteration 12Q: 3 clusters Score -243427.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -243433.125000 Penalty: 3763.557373
	Iteration 13Q: 3 clusters Score -243433.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -243437.015625 Penalty: 3763.557373
	Iteration 14Q: 3 clusters Score -243437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -243438.937500 Penalty: 3763.557373
	Iteration 15Q: 3 clusters Score -243438.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -243440.437500 Penalty: 3763.557373
	Iteration 16Q: 3 clusters Score -243440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -243442.437500 Penalty: 3763.557373
	Iteration 17Q: 3 clusters Score -243442.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -243445.578125 Penalty: 3763.557373
	Iteration 18Q: 3 clusters Score -243445.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -243447.359375 Penalty: 3763.557373
	Iteration 19Q: 3 clusters Score -243447.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -243450.187500 Penalty: 3763.557373
	Iteration 20F: 3 clusters Score -243450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -243451.156250 Penalty: 3763.557373
	Iteration 21Q: 3 clusters Score -243451.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -243452.390625 Penalty: 3763.557373
	Iteration 22Q: 3 clusters Score -243452.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -243452.359375 Penalty: 3763.557373
	Iteration 23Q: 3 clusters Score -243452.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -243452.359375 Penalty: 3763.557373
	Iteration 24F: 3 clusters Score -243452.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -56128.519531 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -56128.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54685.843750 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -54685.84 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55023.683594 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -55023.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55270.656250 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -55270.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55662.953125 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -55662.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55720.863281 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -55720.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55750.867188 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -55750.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55754.750000 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -55754.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55758.738281 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -55758.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55773.613281 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -55773.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55784.082031 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -55784.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55786.746094 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -55786.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55790.734375 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -55790.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55795.507812 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -55795.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55795.507812 Penalty: 3126.099121
	Iteration 13F: 3 clusters Score -55795.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55341 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 39075 members 
Mstep: Class 5 contains 15847 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151126 members 
Mstep: Class 8 contains 108155 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 112042 members 
Mstep: Class 11 contains 9493 members 
Mstep: Class 12 contains 149781 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 171480 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 47657 members 
Mstep: Class 17 contains 29717 members 
Mstep: Class 18 contains 78081 members 
Mstep: Class 19 contains 19874 members 
Mstep: Class 20 contains 140852 members 
Mstep: Class 21 contains 148728 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303216.000000 Penalty: 83749.968750
Iteration 199Q: 25 clusters Score -1.613032e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55329 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 39089 members 
Mstep: Class 5 contains 15839 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151086 members 
Mstep: Class 8 contains 108412 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 111948 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 149760 members 
Mstep: Class 13 contains 5465 members 
Mstep: Class 14 contains 171398 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 47361 members 
Mstep: Class 17 contains 29774 members 
Mstep: Class 18 contains 78078 members 
Mstep: Class 19 contains 20115 members 
Mstep: Class 20 contains 140854 members 
Mstep: Class 21 contains 148734 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303728.000000 Penalty: 83749.968750
Iteration 200F: 25 clusters Score -1.613037e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55313 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 39118 members 
Mstep: Class 5 contains 15821 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151030 members 
Mstep: Class 8 contains 108684 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 111843 members 
Mstep: Class 11 contains 9492 members 
Mstep: Class 12 contains 149741 members 
Mstep: Class 13 contains 5449 members 
Mstep: Class 14 contains 171318 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 47086 members 
Mstep: Class 17 contains 29825 members 
Mstep: Class 18 contains 78088 members 
Mstep: Class 19 contains 20353 members 
Mstep: Class 20 contains 140834 members 
Mstep: Class 21 contains 148743 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303856.000000 Penalty: 83749.968750
Iteration 201Q: 25 clusters Score -1.613039e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55294 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 39128 members 
Mstep: Class 5 contains 15797 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151010 members 
Mstep: Class 8 contains 108957 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 111749 members 
Mstep: Class 11 contains 9493 members 
Mstep: Class 12 contains 149732 members 
Mstep: Class 13 contains 5435 members 
Mstep: Class 14 contains 171247 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 46782 members 
Mstep: Class 17 contains 29873 members 
Mstep: Class 18 contains 78103 members 
Mstep: Class 19 contains 20584 members 
Mstep: Class 20 contains 140810 members 
Mstep: Class 21 contains 148745 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303824.000000 Penalty: 83749.968750
Iteration 202Q: 25 clusters Score -1.613038e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55282 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 39138 members 
Mstep: Class 5 contains 15778 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150963 members 
Mstep: Class 8 contains 109244 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 111666 members 
Mstep: Class 11 contains 9493 members 
Mstep: Class 12 contains 149716 members 
Mstep: Class 13 contains 5423 members 
Mstep: Class 14 contains 171185 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 46476 members 
Mstep: Class 17 contains 29919 members 
Mstep: Class 18 contains 78101 members 
Mstep: Class 19 contains 20802 members 
Mstep: Class 20 contains 140790 members 
Mstep: Class 21 contains 148764 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303632.000000 Penalty: 83749.968750
Iteration 203Q: 25 clusters Score -1.613036e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55265 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 39143 members 
Mstep: Class 5 contains 15765 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150952 members 
Mstep: Class 8 contains 109500 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 111569 members 
Mstep: Class 11 contains 9494 members 
Mstep: Class 12 contains 149695 members 
Mstep: Class 13 contains 5411 members 
Mstep: Class 14 contains 171086 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 46190 members 
Mstep: Class 17 contains 29987 members 
Mstep: Class 18 contains 78100 members 
Mstep: Class 19 contains 21039 members 
Mstep: Class 20 contains 140763 members 
Mstep: Class 21 contains 148782 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303632.000000 Penalty: 83749.968750
Iteration 204Q: 25 clusters Score -1.613036e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55245 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 39148 members 
Mstep: Class 5 contains 15757 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150970 members 
Mstep: Class 8 contains 109764 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 111446 members 
Mstep: Class 11 contains 9493 members 
Mstep: Class 12 contains 149647 members 
Mstep: Class 13 contains 5403 members 
Mstep: Class 14 contains 170982 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 45926 members 
Mstep: Class 17 contains 30057 members 
Mstep: Class 18 contains 78112 members 
Mstep: Class 19 contains 21302 members 
Mstep: Class 20 contains 140740 members 
Mstep: Class 21 contains 148749 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1973 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303296.000000 Penalty: 83749.968750
Iteration 205Q: 25 clusters Score -1.613033e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55230 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 39138 members 
Mstep: Class 5 contains 15754 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150966 members 
Mstep: Class 8 contains 110052 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 111335 members 
Mstep: Class 11 contains 9493 members 
Mstep: Class 12 contains 149597 members 
Mstep: Class 13 contains 5391 members 
Mstep: Class 14 contains 170916 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 45662 members 
Mstep: Class 17 contains 30125 members 
Mstep: Class 18 contains 78113 members 
Mstep: Class 19 contains 21551 members 
Mstep: Class 20 contains 140679 members 
Mstep: Class 21 contains 148739 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1973 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303440.000000 Penalty: 83749.968750
Iteration 206Q: 25 clusters Score -1.613034e+08 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55212 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 39124 members 
Mstep: Class 5 contains 15755 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150965 members 
Mstep: Class 8 contains 110369 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 111226 members 
Mstep: Class 11 contains 9483 members 
Mstep: Class 12 contains 149499 members 
Mstep: Class 13 contains 5377 members 
Mstep: Class 14 contains 170824 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 45366 members 
Mstep: Class 17 contains 30190 members 
Mstep: Class 18 contains 78112 members 
Mstep: Class 19 contains 21807 members 
Mstep: Class 20 contains 140615 members 
Mstep: Class 21 contains 148816 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1973 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303472.000000 Penalty: 83749.968750
Iteration 207Q: 25 clusters Score -1.613035e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55189 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 39118 members 
Mstep: Class 5 contains 15734 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150976 members 
Mstep: Class 8 contains 110675 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 111102 members 
Mstep: Class 11 contains 9478 members 
Mstep: Class 12 contains 149393 members 
Mstep: Class 13 contains 5371 members 
Mstep: Class 14 contains 170736 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 45083 members 
Mstep: Class 17 contains 30248 members 
Mstep: Class 18 contains 78117 members 
Mstep: Class 19 contains 22068 members 
Mstep: Class 20 contains 140571 members 
Mstep: Class 21 contains 148882 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303616.000000 Penalty: 83749.968750
Iteration 208Q: 25 clusters Score -1.613036e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55169 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 39126 members 
Mstep: Class 5 contains 15718 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150954 members 
Mstep: Class 8 contains 110991 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 110992 members 
Mstep: Class 11 contains 9471 members 
Mstep: Class 12 contains 149270 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 170640 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 44793 members 
Mstep: Class 17 contains 30320 members 
Mstep: Class 18 contains 78120 members 
Mstep: Class 19 contains 22375 members 
Mstep: Class 20 contains 140525 members 
Mstep: Class 21 contains 148919 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303776.000000 Penalty: 83749.968750
Iteration 209Q: 25 clusters Score -1.613038e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55149 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 39132 members 
Mstep: Class 5 contains 15697 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150950 members 
Mstep: Class 8 contains 111268 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 110857 members 
Mstep: Class 11 contains 9477 members 
Mstep: Class 12 contains 149174 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 170535 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 44523 members 
Mstep: Class 17 contains 30392 members 
Mstep: Class 18 contains 78116 members 
Mstep: Class 19 contains 22678 members 
Mstep: Class 20 contains 140458 members 
Mstep: Class 21 contains 148988 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303968.000000 Penalty: 83749.968750
Iteration 210Q: 25 clusters Score -1.61304e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55125 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 39126 members 
Mstep: Class 5 contains 15681 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150954 members 
Mstep: Class 8 contains 111566 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 110739 members 
Mstep: Class 11 contains 9473 members 
Mstep: Class 12 contains 149075 members 
Mstep: Class 13 contains 5342 members 
Mstep: Class 14 contains 170410 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 44227 members 
Mstep: Class 17 contains 30472 members 
Mstep: Class 18 contains 78119 members 
Mstep: Class 19 contains 22961 members 
Mstep: Class 20 contains 140427 members 
Mstep: Class 21 contains 149047 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304176.000000 Penalty: 83749.968750
Iteration 211Q: 25 clusters Score -1.613042e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55106 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 39114 members 
Mstep: Class 5 contains 15666 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150971 members 
Mstep: Class 8 contains 111874 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 110620 members 
Mstep: Class 11 contains 9478 members 
Mstep: Class 12 contains 148968 members 
Mstep: Class 13 contains 5336 members 
Mstep: Class 14 contains 170274 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 43927 members 
Mstep: Class 17 contains 30540 members 
Mstep: Class 18 contains 78114 members 
Mstep: Class 19 contains 23254 members 
Mstep: Class 20 contains 140382 members 
Mstep: Class 21 contains 149122 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304336.000000 Penalty: 83749.968750
Iteration 212Q: 25 clusters Score -1.613043e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55088 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 39116 members 
Mstep: Class 5 contains 15654 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150986 members 
Mstep: Class 8 contains 112183 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 110525 members 
Mstep: Class 11 contains 9474 members 
Mstep: Class 12 contains 148878 members 
Mstep: Class 13 contains 5327 members 
Mstep: Class 14 contains 170142 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 43599 members 
Mstep: Class 17 contains 30612 members 
Mstep: Class 18 contains 78114 members 
Mstep: Class 19 contains 23557 members 
Mstep: Class 20 contains 140354 members 
Mstep: Class 21 contains 149138 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304416.000000 Penalty: 83749.968750
Iteration 213Q: 25 clusters Score -1.613044e+08 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55062 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 39114 members 
Mstep: Class 5 contains 15622 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151001 members 
Mstep: Class 8 contains 112493 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 110436 members 
Mstep: Class 11 contains 9467 members 
Mstep: Class 12 contains 148815 members 
Mstep: Class 13 contains 5321 members 
Mstep: Class 14 contains 170046 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 43273 members 
Mstep: Class 17 contains 30673 members 
Mstep: Class 18 contains 78107 members 
Mstep: Class 19 contains 23880 members 
Mstep: Class 20 contains 140312 members 
Mstep: Class 21 contains 149125 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304464.000000 Penalty: 83749.968750
Iteration 214Q: 25 clusters Score -1.613045e+08 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55032 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 39115 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150973 members 
Mstep: Class 8 contains 112795 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 110329 members 
Mstep: Class 11 contains 9465 members 
Mstep: Class 12 contains 148772 members 
Mstep: Class 13 contains 5319 members 
Mstep: Class 14 contains 169976 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 42944 members 
Mstep: Class 17 contains 30741 members 
Mstep: Class 18 contains 78106 members 
Mstep: Class 19 contains 24240 members 
Mstep: Class 20 contains 140257 members 
Mstep: Class 21 contains 149113 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304432.000000 Penalty: 83749.968750
Iteration 215Q: 25 clusters Score -1.613044e+08 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55005 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 39117 members 
Mstep: Class 5 contains 15546 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150937 members 
Mstep: Class 8 contains 113138 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 110238 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 148699 members 
Mstep: Class 13 contains 5315 members 
Mstep: Class 14 contains 169911 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 42560 members 
Mstep: Class 17 contains 30802 members 
Mstep: Class 18 contains 78112 members 
Mstep: Class 19 contains 24626 members 
Mstep: Class 20 contains 140204 members 
Mstep: Class 21 contains 149080 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304400.000000 Penalty: 83749.968750
Iteration 216Q: 25 clusters Score -1.613044e+08 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54988 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 39093 members 
Mstep: Class 5 contains 15517 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150847 members 
Mstep: Class 8 contains 113468 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 110189 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 148623 members 
Mstep: Class 13 contains 5311 members 
Mstep: Class 14 contains 169832 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 42188 members 
Mstep: Class 17 contains 30866 members 
Mstep: Class 18 contains 78117 members 
Mstep: Class 19 contains 25013 members 
Mstep: Class 20 contains 140159 members 
Mstep: Class 21 contains 149086 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304400.000000 Penalty: 83749.968750
Iteration 217Q: 25 clusters Score -1.613044e+08 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54977 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 39079 members 
Mstep: Class 5 contains 15488 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150799 members 
Mstep: Class 8 contains 113794 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 110139 members 
Mstep: Class 11 contains 9454 members 
Mstep: Class 12 contains 148563 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 169745 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 41786 members 
Mstep: Class 17 contains 30919 members 
Mstep: Class 18 contains 78135 members 
Mstep: Class 19 contains 25358 members 
Mstep: Class 20 contains 140111 members 
Mstep: Class 21 contains 149091 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304480.000000 Penalty: 83749.968750
Iteration 218Q: 25 clusters Score -1.613045e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54962 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 39094 members 
Mstep: Class 5 contains 15475 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150790 members 
Mstep: Class 8 contains 114112 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 110069 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 148466 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 169666 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 41408 members 
Mstep: Class 17 contains 30982 members 
Mstep: Class 18 contains 78148 members 
Mstep: Class 19 contains 25668 members 
Mstep: Class 20 contains 140033 members 
Mstep: Class 21 contains 149113 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304672.000000 Penalty: 83749.968750
Iteration 219Q: 25 clusters Score -1.613047e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54933 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 39115 members 
Mstep: Class 5 contains 15467 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150797 members 
Mstep: Class 8 contains 114404 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 110004 members 
Mstep: Class 11 contains 9445 members 
Mstep: Class 12 contains 148382 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 169574 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 41036 members 
Mstep: Class 17 contains 31046 members 
Mstep: Class 18 contains 78148 members 
Mstep: Class 19 contains 25973 members 
Mstep: Class 20 contains 139957 members 
Mstep: Class 21 contains 149157 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304800.000000 Penalty: 83749.968750
Iteration 220F: 25 clusters Score -1.613048e+08 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54912 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 39136 members 
Mstep: Class 5 contains 15455 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150811 members 
Mstep: Class 8 contains 114671 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 109907 members 
Mstep: Class 11 contains 9445 members 
Mstep: Class 12 contains 148311 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 169471 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 40688 members 
Mstep: Class 17 contains 31111 members 
Mstep: Class 18 contains 78140 members 
Mstep: Class 19 contains 26281 members 
Mstep: Class 20 contains 139890 members 
Mstep: Class 21 contains 149210 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304992.000000 Penalty: 83749.968750
Iteration 221Q: 25 clusters Score -1.61305e+08 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54891 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 39152 members 
Mstep: Class 5 contains 15450 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150791 members 
Mstep: Class 8 contains 114956 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 109829 members 
Mstep: Class 11 contains 9443 members 
Mstep: Class 12 contains 148225 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 169405 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 40311 members 
Mstep: Class 17 contains 31170 members 
Mstep: Class 18 contains 78139 members 
Mstep: Class 19 contains 26574 members 
Mstep: Class 20 contains 139828 members 
Mstep: Class 21 contains 149278 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305552.000000 Penalty: 83749.968750
Iteration 222Q: 25 clusters Score -1.613056e+08 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54869 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 39154 members 
Mstep: Class 5 contains 15432 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150812 members 
Mstep: Class 8 contains 115255 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 109761 members 
Mstep: Class 11 contains 9440 members 
Mstep: Class 12 contains 148123 members 
Mstep: Class 13 contains 5302 members 
Mstep: Class 14 contains 169309 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 39963 members 
Mstep: Class 17 contains 31235 members 
Mstep: Class 18 contains 78153 members 
Mstep: Class 19 contains 26872 members 
Mstep: Class 20 contains 139759 members 
Mstep: Class 21 contains 149309 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305648.000000 Penalty: 83749.968750
Iteration 223Q: 25 clusters Score -1.613056e+08 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54851 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 39154 members 
Mstep: Class 5 contains 15389 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150885 members 
Mstep: Class 8 contains 115546 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 109670 members 
Mstep: Class 11 contains 9441 members 
Mstep: Class 12 contains 148028 members 
Mstep: Class 13 contains 5299 members 
Mstep: Class 14 contains 169208 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 39594 members 
Mstep: Class 17 contains 31308 members 
Mstep: Class 18 contains 78148 members 
Mstep: Class 19 contains 27131 members 
Mstep: Class 20 contains 139737 members 
Mstep: Class 21 contains 149356 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305856.000000 Penalty: 83749.968750
Iteration 224Q: 25 clusters Score -1.613059e+08 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54834 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 39142 members 
Mstep: Class 5 contains 15344 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150938 members 
Mstep: Class 8 contains 115855 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 109612 members 
Mstep: Class 11 contains 9446 members 
Mstep: Class 12 contains 147921 members 
Mstep: Class 13 contains 5298 members 
Mstep: Class 14 contains 169106 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 39221 members 
Mstep: Class 17 contains 31378 members 
Mstep: Class 18 contains 78147 members 
Mstep: Class 19 contains 27383 members 
Mstep: Class 20 contains 139689 members 
Mstep: Class 21 contains 149431 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305776.000000 Penalty: 83749.968750
Iteration 225Q: 25 clusters Score -1.613058e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54818 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 39108 members 
Mstep: Class 5 contains 15304 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150980 members 
Mstep: Class 8 contains 116146 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 109528 members 
Mstep: Class 11 contains 9448 members 
Mstep: Class 12 contains 147851 members 
Mstep: Class 13 contains 5296 members 
Mstep: Class 14 contains 169008 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 38874 members 
Mstep: Class 17 contains 31448 members 
Mstep: Class 18 contains 78153 members 
Mstep: Class 19 contains 27667 members 
Mstep: Class 20 contains 139634 members 
Mstep: Class 21 contains 149482 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305856.000000 Penalty: 83749.968750
Iteration 226Q: 25 clusters Score -1.613059e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54797 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 39097 members 
Mstep: Class 5 contains 15274 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151049 members 
Mstep: Class 8 contains 116427 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 109432 members 
Mstep: Class 11 contains 9453 members 
Mstep: Class 12 contains 147768 members 
Mstep: Class 13 contains 5295 members 
Mstep: Class 14 contains 168914 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 38566 members 
Mstep: Class 17 contains 31520 members 
Mstep: Class 18 contains 78149 members 
Mstep: Class 19 contains 27920 members 
Mstep: Class 20 contains 139601 members 
Mstep: Class 21 contains 149484 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305760.000000 Penalty: 83749.968750
Iteration 227Q: 25 clusters Score -1.613058e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54783 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 39079 members 
Mstep: Class 5 contains 15249 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151102 members 
Mstep: Class 8 contains 116713 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 109340 members 
Mstep: Class 11 contains 9450 members 
Mstep: Class 12 contains 147695 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 168797 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 38249 members 
Mstep: Class 17 contains 31591 members 
Mstep: Class 18 contains 78147 members 
Mstep: Class 19 contains 28168 members 
Mstep: Class 20 contains 139575 members 
Mstep: Class 21 contains 149516 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305952.000000 Penalty: 83749.968750
Iteration 228Q: 25 clusters Score -1.61306e+08 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54771 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 39059 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151129 members 
Mstep: Class 8 contains 116998 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 109262 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 12 contains 147612 members 
Mstep: Class 13 contains 5292 members 
Mstep: Class 14 contains 168711 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 37922 members 
Mstep: Class 17 contains 31662 members 
Mstep: Class 18 contains 78144 members 
Mstep: Class 19 contains 28427 members 
Mstep: Class 20 contains 139520 members 
Mstep: Class 21 contains 149571 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305840.000000 Penalty: 83749.968750
Iteration 229Q: 25 clusters Score -1.613058e+08 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54751 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 39053 members 
Mstep: Class 5 contains 15187 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151168 members 
Mstep: Class 8 contains 117314 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 109153 members 
Mstep: Class 11 contains 9450 members 
Mstep: Class 12 contains 147527 members 
Mstep: Class 13 contains 5292 members 
Mstep: Class 14 contains 168637 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 37583 members 
Mstep: Class 17 contains 31740 members 
Mstep: Class 18 contains 78134 members 
Mstep: Class 19 contains 28659 members 
Mstep: Class 20 contains 139491 members 
Mstep: Class 21 contains 149611 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305536.000000 Penalty: 83749.968750
Iteration 230Q: 25 clusters Score -1.613055e+08 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54736 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 39048 members 
Mstep: Class 5 contains 15161 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151209 members 
Mstep: Class 8 contains 117598 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 109064 members 
Mstep: Class 11 contains 9446 members 
Mstep: Class 12 contains 147438 members 
Mstep: Class 13 contains 5288 members 
Mstep: Class 14 contains 168527 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 37282 members 
Mstep: Class 17 contains 31818 members 
Mstep: Class 18 contains 78131 members 
Mstep: Class 19 contains 28871 members 
Mstep: Class 20 contains 139480 members 
Mstep: Class 21 contains 149653 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305104.000000 Penalty: 83749.968750
Iteration 231Q: 25 clusters Score -1.613051e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54720 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 39030 members 
Mstep: Class 5 contains 15129 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151252 members 
Mstep: Class 8 contains 117887 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 108972 members 
Mstep: Class 11 contains 9447 members 
Mstep: Class 12 contains 147338 members 
Mstep: Class 13 contains 5286 members 
Mstep: Class 14 contains 168429 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 36955 members 
Mstep: Class 17 contains 31893 members 
Mstep: Class 18 contains 78131 members 
Mstep: Class 19 contains 29114 members 
Mstep: Class 20 contains 139466 members 
Mstep: Class 21 contains 149702 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304992.000000 Penalty: 83749.968750
Iteration 232Q: 25 clusters Score -1.61305e+08 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54706 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 39028 members 
Mstep: Class 5 contains 15102 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151232 members 
Mstep: Class 8 contains 118180 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 108887 members 
Mstep: Class 11 contains 9447 members 
Mstep: Class 12 contains 147247 members 
Mstep: Class 13 contains 5281 members 
Mstep: Class 14 contains 168342 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 36621 members 
Mstep: Class 17 contains 31966 members 
Mstep: Class 18 contains 78127 members 
Mstep: Class 19 contains 29357 members 
Mstep: Class 20 contains 139476 members 
Mstep: Class 21 contains 149753 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304800.000000 Penalty: 83749.968750
Iteration 233Q: 25 clusters Score -1.613048e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54693 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 39033 members 
Mstep: Class 5 contains 15077 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151175 members 
Mstep: Class 8 contains 118484 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 108810 members 
Mstep: Class 11 contains 9445 members 
Mstep: Class 12 contains 147160 members 
Mstep: Class 13 contains 5280 members 
Mstep: Class 14 contains 168252 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 36310 members 
Mstep: Class 17 contains 32031 members 
Mstep: Class 18 contains 78125 members 
Mstep: Class 19 contains 29613 members 
Mstep: Class 20 contains 139493 members 
Mstep: Class 21 contains 149771 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304944.000000 Penalty: 83749.968750
Iteration 234Q: 25 clusters Score -1.613049e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54683 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 39039 members 
Mstep: Class 5 contains 15058 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151100 members 
Mstep: Class 8 contains 118808 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 108722 members 
Mstep: Class 11 contains 9442 members 
Mstep: Class 12 contains 147088 members 
Mstep: Class 13 contains 5278 members 
Mstep: Class 14 contains 168181 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 35985 members 
Mstep: Class 17 contains 32094 members 
Mstep: Class 18 contains 78123 members 
Mstep: Class 19 contains 29878 members 
Mstep: Class 20 contains 139480 members 
Mstep: Class 21 contains 149793 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304944.000000 Penalty: 83749.968750
Iteration 235Q: 25 clusters Score -1.613049e+08 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54672 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 39043 members 
Mstep: Class 5 contains 15038 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151048 members 
Mstep: Class 8 contains 119103 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 108602 members 
Mstep: Class 11 contains 9430 members 
Mstep: Class 12 contains 147042 members 
Mstep: Class 13 contains 5273 members 
Mstep: Class 14 contains 168110 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 35665 members 
Mstep: Class 17 contains 32158 members 
Mstep: Class 18 contains 78119 members 
Mstep: Class 19 contains 30131 members 
Mstep: Class 20 contains 139471 members 
Mstep: Class 21 contains 149847 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305168.000000 Penalty: 83749.968750
Iteration 236Q: 25 clusters Score -1.613052e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54654 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 39025 members 
Mstep: Class 5 contains 15018 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151025 members 
Mstep: Class 8 contains 119387 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 108504 members 
Mstep: Class 11 contains 9429 members 
Mstep: Class 12 contains 147003 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 168050 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 35376 members 
Mstep: Class 17 contains 32224 members 
Mstep: Class 18 contains 78105 members 
Mstep: Class 19 contains 30372 members 
Mstep: Class 20 contains 139456 members 
Mstep: Class 21 contains 149856 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305296.000000 Penalty: 83749.968750
Iteration 237Q: 25 clusters Score -1.613053e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54640 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 39021 members 
Mstep: Class 5 contains 14994 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151011 members 
Mstep: Class 8 contains 119682 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 108416 members 
Mstep: Class 11 contains 9430 members 
Mstep: Class 12 contains 146955 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 167977 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 35047 members 
Mstep: Class 17 contains 32294 members 
Mstep: Class 18 contains 78106 members 
Mstep: Class 19 contains 30603 members 
Mstep: Class 20 contains 139437 members 
Mstep: Class 21 contains 149875 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305184.000000 Penalty: 83749.968750
Iteration 238Q: 25 clusters Score -1.613052e+08 nChanged 1948
Entering ConstructFrom: 
Score: -161305184.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -92251.382812 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -92251.38 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 441 members 
Entering Unmasked Estep 
Score: -90500.710938 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -90500.71 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90938.640625 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -90938.64 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91124.445312 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -91124.45 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -91263.648438 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -91263.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -91362.835938 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -91362.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -91462.609375 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -91462.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -91600.093750 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -91600.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -91769.593750 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -91769.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -91880.125000 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -91880.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -91970.132812 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -91970.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -92007.812500 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -92007.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92048.984375 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -92048.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -92078.718750 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -92078.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -92131.890625 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -92131.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -92256.375000 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -92256.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -92353.593750 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -92353.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -92394.679688 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -92394.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -92406.968750 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -92406.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92415.054688 Penalty: 3342.123535
	Iteration 18Q: 3 clusters Score -92415.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -92427.843750 Penalty: 3342.123535
	Iteration 19Q: 3 clusters Score -92427.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -92437.359375 Penalty: 3342.123535
	Iteration 20F: 3 clusters Score -92437.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -92449.921875 Penalty: 3342.123535
	Iteration 21Q: 3 clusters Score -92449.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -92495.718750 Penalty: 3342.123535
	Iteration 22Q: 3 clusters Score -92495.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -92671.578125 Penalty: 3342.123535
	Iteration 23Q: 3 clusters Score -92671.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -92813.679688 Penalty: 3342.123535
	Iteration 24Q: 3 clusters Score -92813.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -92813.679688 Penalty: 3342.123535
	Iteration 25F: 3 clusters Score -92813.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 54610 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 39019 members 
Mstep: Class 5 contains 14966 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150982 members 
Mstep: Class 8 contains 119989 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 108310 members 
Mstep: Class 11 contains 9422 members 
Mstep: Class 12 contains 146904 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 167906 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 34709 members 
Mstep: Class 17 contains 32377 members 
Mstep: Class 18 contains 78107 members 
Mstep: Class 19 contains 30896 members 
Mstep: Class 20 contains 139396 members 
Mstep: Class 21 contains 149895 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 408 members 
Entering Unmasked Estep 
Score: -161303984.000000 Penalty: 87239.546875
Splitting cluster 1 changes total score from -161305184.000000 to -161303984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (54610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Entering Unmasked Estep 
Score: -6744286.000000 Penalty: 2705.177246
	Iteration 0F: 2 clusters Score -6744286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -6707472.500000 Penalty: 5410.354492
	Iteration 0F: 3 clusters Score -6707472 nChanged 25429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -6721524.000000 Penalty: 5410.354492
	Iteration 1F: 3 clusters Score -6721524 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -6722146.000000 Penalty: 5410.354492
	Iteration 2Q: 3 clusters Score -6722146 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -6722975.000000 Penalty: 5410.354492
	Iteration 3Q: 3 clusters Score -6722975 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -6724165.500000 Penalty: 5410.354492
	Iteration 4Q: 3 clusters Score -6724166 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -6726056.000000 Penalty: 5410.354492
	Iteration 5F: 3 clusters Score -6726056 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -6729127.500000 Penalty: 5410.354492
	Iteration 6F: 3 clusters Score -6729128 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -6733183.000000 Penalty: 5410.354492
	Iteration 7F: 3 clusters Score -6733183 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -6737100.000000 Penalty: 5410.354492
	Iteration 8F: 3 clusters Score -6737100 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -6739683.500000 Penalty: 5410.354492
	Iteration 9F: 3 clusters Score -6739684 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6740905.500000 Penalty: 5410.354492
	Iteration 10Q: 3 clusters Score -6740906 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6741440.500000 Penalty: 5410.354492
	Iteration 11Q: 3 clusters Score -6741440 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6741662.500000 Penalty: 5410.354492
	Iteration 12Q: 3 clusters Score -6741662 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6741748.000000 Penalty: 5410.354492
	Iteration 13Q: 3 clusters Score -6741748 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6741800.000000 Penalty: 5410.354492
	Iteration 14Q: 3 clusters Score -6741800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6741851.000000 Penalty: 5410.354492
	Iteration 15Q: 3 clusters Score -6741851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6741888.500000 Penalty: 5410.354492
	Iteration 16Q: 3 clusters Score -6741888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6741900.500000 Penalty: 5410.354492
	Iteration 17Q: 3 clusters Score -6741900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6741920.500000 Penalty: 5410.354492
	Iteration 18Q: 3 clusters Score -6741920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6741923.000000 Penalty: 5410.354492
	Iteration 19Q: 3 clusters Score -6741923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6741928.500000 Penalty: 5410.354492
	Iteration 20F: 3 clusters Score -6741928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6741935.000000 Penalty: 5410.354492
	Iteration 21Q: 3 clusters Score -6741935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6741930.000000 Penalty: 5410.354492
	Iteration 22Q: 3 clusters Score -6741930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6741931.500000 Penalty: 5410.354492
	Iteration 23Q: 3 clusters Score -6741932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6741936.500000 Penalty: 5410.354492
	Iteration 24Q: 3 clusters Score -6741936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6741930.000000 Penalty: 5410.354492
	Iteration 25Q: 3 clusters Score -6741930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6741930.500000 Penalty: 5410.354492
	Iteration 26Q: 3 clusters Score -6741930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6741938.500000 Penalty: 5410.354492
	Iteration 27Q: 3 clusters Score -6741938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6741934.500000 Penalty: 5410.354492
	Iteration 28Q: 3 clusters Score -6741934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6741936.500000 Penalty: 5410.354492
	Iteration 29Q: 3 clusters Score -6741936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6741936.500000 Penalty: 5410.354492
	Iteration 30F: 3 clusters Score -6741936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -129885.218750 Penalty: 1745.400757
	Iteration 0F: 2 clusters Score -129885.2 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 556 members 
Entering Unmasked Estep 
Score: -127990.164062 Penalty: 3490.801514
	Iteration 0F: 3 clusters Score -127990.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -128421.562500 Penalty: 3490.801514
	Iteration 1F: 3 clusters Score -128421.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -128612.054688 Penalty: 3490.801514
	Iteration 2F: 3 clusters Score -128612.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -128829.132812 Penalty: 3490.801514
	Iteration 3F: 3 clusters Score -128829.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -128961.148438 Penalty: 3490.801514
	Iteration 4F: 3 clusters Score -128961.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -129047.117188 Penalty: 3490.801514
	Iteration 5Q: 3 clusters Score -129047.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -129134.570312 Penalty: 3490.801514
	Iteration 6Q: 3 clusters Score -129134.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -129191.656250 Penalty: 3490.801514
	Iteration 7Q: 3 clusters Score -129191.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -129220.453125 Penalty: 3490.801514
	Iteration 8Q: 3 clusters Score -129220.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -129243.132812 Penalty: 3490.801514
	Iteration 9Q: 3 clusters Score -129243.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -129259.546875 Penalty: 3490.801514
	Iteration 10Q: 3 clusters Score -129259.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -129289.062500 Penalty: 3490.801514
	Iteration 11Q: 3 clusters Score -129289.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -129306.195312 Penalty: 3490.801514
	Iteration 12Q: 3 clusters Score -129306.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -129318.054688 Penalty: 3490.801514
	Iteration 13Q: 3 clusters Score -129318.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -129322.960938 Penalty: 3490.801514
	Iteration 14Q: 3 clusters Score -129323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -129334.242188 Penalty: 3490.801514
	Iteration 15Q: 3 clusters Score -129334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -129343.406250 Penalty: 3490.801514
	Iteration 16Q: 3 clusters Score -129343.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -129354.835938 Penalty: 3490.801514
	Iteration 17Q: 3 clusters Score -129354.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -129363.085938 Penalty: 3490.801514
	Iteration 18Q: 3 clusters Score -129363.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -129367.085938 Penalty: 3490.801514
	Iteration 19Q: 3 clusters Score -129367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -129368.445312 Penalty: 3490.801514
	Iteration 20F: 3 clusters Score -129368.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -129369.195312 Penalty: 3490.801514
	Iteration 21Q: 3 clusters Score -129369.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -129369.195312 Penalty: 3490.801514
	Iteration 22F: 3 clusters Score -129369.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Entering Unmasked Estep 
Score: -5001031.500000 Penalty: 2621.807373
	Iteration 0F: 2 clusters Score -5001032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -4974540.000000 Penalty: 5243.614746
	Iteration 0F: 3 clusters Score -4974540 nChanged 17847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -4984412.000000 Penalty: 5243.614746
	Iteration 1F: 3 clusters Score -4984412 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -4985078.500000 Penalty: 5243.614746
	Iteration 2Q: 3 clusters Score -4985078 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4985899.000000 Penalty: 5243.614746
	Iteration 3Q: 3 clusters Score -4985899 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -4986882.000000 Penalty: 5243.614746
	Iteration 4F: 3 clusters Score -4986882 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -4988131.500000 Penalty: 5243.614746
	Iteration 5F: 3 clusters Score -4988132 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -4989695.500000 Penalty: 5243.614746
	Iteration 6F: 3 clusters Score -4989696 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -4991491.000000 Penalty: 5243.614746
	Iteration 7F: 3 clusters Score -4991491 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -4993237.500000 Penalty: 5243.614746
	Iteration 8F: 3 clusters Score -4993238 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -4994409.000000 Penalty: 5243.614746
	Iteration 9Q: 3 clusters Score -4994409 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -4995012.500000 Penalty: 5243.614746
	Iteration 10Q: 3 clusters Score -4995012 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -4995371.000000 Penalty: 5243.614746
	Iteration 11Q: 3 clusters Score -4995371 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -4995559.500000 Penalty: 5243.614746
	Iteration 12Q: 3 clusters Score -4995560 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4995768.000000 Penalty: 5243.614746
	Iteration 13Q: 3 clusters Score -4995768 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -4995903.000000 Penalty: 5243.614746
	Iteration 14Q: 3 clusters Score -4995903 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -4996028.000000 Penalty: 5243.614746
	Iteration 15Q: 3 clusters Score -4996028 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -4996145.000000 Penalty: 5243.614746
	Iteration 16Q: 3 clusters Score -4996145 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -4996244.000000 Penalty: 5243.614746
	Iteration 17Q: 3 clusters Score -4996244 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -4996323.500000 Penalty: 5243.614746
	Iteration 18Q: 3 clusters Score -4996324 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -4996443.000000 Penalty: 5243.614746
	Iteration 19Q: 3 clusters Score -4996443 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -4996565.000000 Penalty: 5243.614746
	Iteration 20F: 3 clusters Score -4996565 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -4996697.000000 Penalty: 5243.614746
	Iteration 21Q: 3 clusters Score -4996697 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -4996804.500000 Penalty: 5243.614746
	Iteration 22Q: 3 clusters Score -4996804 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -4996911.000000 Penalty: 5243.614746
	Iteration 23Q: 3 clusters Score -4996911 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -4997021.000000 Penalty: 5243.614746
	Iteration 24Q: 3 clusters Score -4997021 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -4997113.000000 Penalty: 5243.614746
	Iteration 25Q: 3 clusters Score -4997113 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -4997200.500000 Penalty: 5243.614746
	Iteration 26Q: 3 clusters Score -4997200 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -4997283.000000 Penalty: 5243.614746
	Iteration 27Q: 3 clusters Score -4997283 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -4997361.000000 Penalty: 5243.614746
	Iteration 28Q: 3 clusters Score -4997361 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -4997445.500000 Penalty: 5243.614746
	Iteration 29Q: 3 clusters Score -4997446 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4997496.500000 Penalty: 5243.614746
	Iteration 30Q: 3 clusters Score -4997496 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -4997581.500000 Penalty: 5243.614746
	Iteration 31Q: 3 clusters Score -4997582 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -4997666.000000 Penalty: 5243.614746
	Iteration 32Q: 3 clusters Score -4997666 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -4997731.000000 Penalty: 5243.614746
	Iteration 33Q: 3 clusters Score -4997731 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -4997804.500000 Penalty: 5243.614746
	Iteration 34Q: 3 clusters Score -4997804 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -4997861.000000 Penalty: 5243.614746
	Iteration 35Q: 3 clusters Score -4997861 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4997940.500000 Penalty: 5243.614746
	Iteration 36Q: 3 clusters Score -4997940 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -4998028.500000 Penalty: 5243.614746
	Iteration 37Q: 3 clusters Score -4998028 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4998120.000000 Penalty: 5243.614746
	Iteration 38Q: 3 clusters Score -4998120 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4998182.500000 Penalty: 5243.614746
	Iteration 39Q: 3 clusters Score -4998182 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4998246.000000 Penalty: 5243.614746
	Iteration 40F: 3 clusters Score -4998246 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4998289.000000 Penalty: 5243.614746
	Iteration 41Q: 3 clusters Score -4998289 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4998322.000000 Penalty: 5243.614746
	Iteration 42Q: 3 clusters Score -4998322 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4998366.500000 Penalty: 5243.614746
	Iteration 43Q: 3 clusters Score -4998366 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4998401.000000 Penalty: 5243.614746
	Iteration 44Q: 3 clusters Score -4998401 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4998451.500000 Penalty: 5243.614746
	Iteration 45Q: 3 clusters Score -4998452 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4998487.000000 Penalty: 5243.614746
	Iteration 46Q: 3 clusters Score -4998487 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4998500.000000 Penalty: 5243.614746
	Iteration 47Q: 3 clusters Score -4998500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4998517.000000 Penalty: 5243.614746
	Iteration 48Q: 3 clusters Score -4998517 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4998532.500000 Penalty: 5243.614746
	Iteration 49Q: 3 clusters Score -4998532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4998559.500000 Penalty: 5243.614746
	Iteration 50Q: 3 clusters Score -4998560 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4998559.500000 Penalty: 5243.614746
	Iteration 51Q: 3 clusters Score -4998560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4998573.000000 Penalty: 5243.614746
	Iteration 52Q: 3 clusters Score -4998573 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4998597.000000 Penalty: 5243.614746
	Iteration 53Q: 3 clusters Score -4998597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4998612.500000 Penalty: 5243.614746
	Iteration 54Q: 3 clusters Score -4998612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4998631.000000 Penalty: 5243.614746
	Iteration 55Q: 3 clusters Score -4998631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4998651.500000 Penalty: 5243.614746
	Iteration 56Q: 3 clusters Score -4998652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4998656.500000 Penalty: 5243.614746
	Iteration 57Q: 3 clusters Score -4998656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4998668.500000 Penalty: 5243.614746
	Iteration 58Q: 3 clusters Score -4998668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4998673.500000 Penalty: 5243.614746
	Iteration 59Q: 3 clusters Score -4998674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4998697.000000 Penalty: 5243.614746
	Iteration 60F: 3 clusters Score -4998697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4998702.500000 Penalty: 5243.614746
	Iteration 61Q: 3 clusters Score -4998702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4998704.000000 Penalty: 5243.614746
	Iteration 62Q: 3 clusters Score -4998704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4998729.500000 Penalty: 5243.614746
	Iteration 63Q: 3 clusters Score -4998730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4998736.500000 Penalty: 5243.614746
	Iteration 64Q: 3 clusters Score -4998736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4998737.500000 Penalty: 5243.614746
	Iteration 65Q: 3 clusters Score -4998738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4998746.000000 Penalty: 5243.614746
	Iteration 66Q: 3 clusters Score -4998746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4998761.000000 Penalty: 5243.614746
	Iteration 67Q: 3 clusters Score -4998761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4998756.000000 Penalty: 5243.614746
	Iteration 68Q: 3 clusters Score -4998756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4998757.000000 Penalty: 5243.614746
	Iteration 69Q: 3 clusters Score -4998757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4998768.500000 Penalty: 5243.614746
	Iteration 70Q: 3 clusters Score -4998768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4998768.500000 Penalty: 5243.614746
	Iteration 71Q: 3 clusters Score -4998768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4998769.000000 Penalty: 5243.614746
	Iteration 72Q: 3 clusters Score -4998769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4998765.000000 Penalty: 5243.614746
	Iteration 73Q: 3 clusters Score -4998765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4998778.000000 Penalty: 5243.614746
	Iteration 74Q: 3 clusters Score -4998778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4998779.000000 Penalty: 5243.614746
	Iteration 75Q: 3 clusters Score -4998779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4998778.000000 Penalty: 5243.614746
	Iteration 76Q: 3 clusters Score -4998778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4998780.500000 Penalty: 5243.614746
	Iteration 77Q: 3 clusters Score -4998780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4998787.000000 Penalty: 5243.614746
	Iteration 78Q: 3 clusters Score -4998787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4998790.000000 Penalty: 5243.614746
	Iteration 79Q: 3 clusters Score -4998790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4998799.000000 Penalty: 5243.614746
	Iteration 80F: 3 clusters Score -4998799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4998792.000000 Penalty: 5243.614746
	Iteration 81Q: 3 clusters Score -4998792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4998795.000000 Penalty: 5243.614746
	Iteration 82Q: 3 clusters Score -4998795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4998792.000000 Penalty: 5243.614746
	Iteration 83Q: 3 clusters Score -4998792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4998794.000000 Penalty: 5243.614746
	Iteration 84Q: 3 clusters Score -4998794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4998792.500000 Penalty: 5243.614746
	Iteration 85Q: 3 clusters Score -4998792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4998792.500000 Penalty: 5243.614746
	Iteration 86Q: 3 clusters Score -4998792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4998792.500000 Penalty: 5243.614746
	Iteration 87F: 3 clusters Score -4998792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Entering Unmasked Estep 
Score: -1890441.625000 Penalty: 2384.156982
	Iteration 0F: 2 clusters Score -1890442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1879629.750000 Penalty: 4768.313965
	Iteration 0F: 3 clusters Score -1879630 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1882940.000000 Penalty: 4768.313965
	Iteration 1F: 3 clusters Score -1882940 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1883227.625000 Penalty: 4768.313965
	Iteration 2F: 3 clusters Score -1883228 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1883492.125000 Penalty: 4768.313965
	Iteration 3Q: 3 clusters Score -1883492 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1883753.125000 Penalty: 4768.313965
	Iteration 4Q: 3 clusters Score -1883753 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1884041.500000 Penalty: 4768.313965
	Iteration 5Q: 3 clusters Score -1884042 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1884403.375000 Penalty: 4768.313965
	Iteration 6Q: 3 clusters Score -1884403 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1884814.000000 Penalty: 4768.313965
	Iteration 7Q: 3 clusters Score -1884814 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1885306.875000 Penalty: 4768.313965
	Iteration 8Q: 3 clusters Score -1885307 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1885810.125000 Penalty: 4768.313965
	Iteration 9Q: 3 clusters Score -1885810 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1886296.875000 Penalty: 4768.313965
	Iteration 10Q: 3 clusters Score -1886297 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1886757.750000 Penalty: 4768.313965
	Iteration 11Q: 3 clusters Score -1886758 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1887174.250000 Penalty: 4768.313965
	Iteration 12Q: 3 clusters Score -1887174 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1887498.500000 Penalty: 4768.313965
	Iteration 13Q: 3 clusters Score -1887498 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1887761.250000 Penalty: 4768.313965
	Iteration 14Q: 3 clusters Score -1887761 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1887953.000000 Penalty: 4768.313965
	Iteration 15Q: 3 clusters Score -1887953 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1888080.875000 Penalty: 4768.313965
	Iteration 16Q: 3 clusters Score -1888081 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1888172.000000 Penalty: 4768.313965
	Iteration 17Q: 3 clusters Score -1888172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1888226.375000 Penalty: 4768.313965
	Iteration 18Q: 3 clusters Score -1888226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1888274.500000 Penalty: 4768.313965
	Iteration 19Q: 3 clusters Score -1888274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1888308.250000 Penalty: 4768.313965
	Iteration 20F: 3 clusters Score -1888308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1888341.125000 Penalty: 4768.313965
	Iteration 21Q: 3 clusters Score -1888341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1888351.250000 Penalty: 4768.313965
	Iteration 22Q: 3 clusters Score -1888351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1888357.625000 Penalty: 4768.313965
	Iteration 23Q: 3 clusters Score -1888358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1888361.500000 Penalty: 4768.313965
	Iteration 24Q: 3 clusters Score -1888362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1888370.000000 Penalty: 4768.313965
	Iteration 25Q: 3 clusters Score -1888370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1888380.125000 Penalty: 4768.313965
	Iteration 26Q: 3 clusters Score -1888380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1888381.125000 Penalty: 4768.313965
	Iteration 27Q: 3 clusters Score -1888381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1888390.500000 Penalty: 4768.313965
	Iteration 28Q: 3 clusters Score -1888390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1888396.375000 Penalty: 4768.313965
	Iteration 29Q: 3 clusters Score -1888396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1888402.625000 Penalty: 4768.313965
	Iteration 30Q: 3 clusters Score -1888403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1888404.500000 Penalty: 4768.313965
	Iteration 31Q: 3 clusters Score -1888404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1888407.500000 Penalty: 4768.313965
	Iteration 32Q: 3 clusters Score -1888408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1888406.750000 Penalty: 4768.313965
	Iteration 33Q: 3 clusters Score -1888407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1888409.125000 Penalty: 4768.313965
	Iteration 34Q: 3 clusters Score -1888409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1888411.375000 Penalty: 4768.313965
	Iteration 35Q: 3 clusters Score -1888411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1888411.375000 Penalty: 4768.313965
	Iteration 36F: 3 clusters Score -1888411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -45003.832031 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -45003.83 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 224 members 
Entering Unmasked Estep 
Score: -43616.058594 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -43616.06 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43908.828125 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -43908.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44011.136719 Penalty: 3023.529053
	Iteration 2F: 3 clusters Score -44011.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44108.445312 Penalty: 3023.529053
	Iteration 3Q: 3 clusters Score -44108.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44193.605469 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -44193.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44245.867188 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -44245.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44263.679688 Penalty: 3023.529053
	Iteration 6Q: 3 clusters Score -44263.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44285.621094 Penalty: 3023.529053
	Iteration 7Q: 3 clusters Score -44285.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44287.914062 Penalty: 3023.529053
	Iteration 8Q: 3 clusters Score -44287.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44287.914062 Penalty: 3023.529053
	Iteration 9F: 3 clusters Score -44287.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (150982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150982 members 
Entering Unmasked Estep 
Score: -19223120.000000 Penalty: 2957.379150
	Iteration 0F: 2 clusters Score -1.922312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75182 members 
Mstep: Class 2 contains 75800 members 
Entering Unmasked Estep 
Score: -19123114.000000 Penalty: 5914.758301
	Iteration 0F: 3 clusters Score -1.912311e+07 nChanged 72048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70948 members 
Mstep: Class 2 contains 80034 members 
Entering Unmasked Estep 
Score: -19165280.000000 Penalty: 5914.758301
	Iteration 1F: 3 clusters Score -1.916528e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 82482 members 
Entering Unmasked Estep 
Score: -19166754.000000 Penalty: 5914.758301
	Iteration 2Q: 3 clusters Score -1.916675e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 86013 members 
Entering Unmasked Estep 
Score: -19168942.000000 Penalty: 5914.758301
	Iteration 3Q: 3 clusters Score -1.916894e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 90970 members 
Entering Unmasked Estep 
Score: -19172600.000000 Penalty: 5914.758301
	Iteration 4Q: 3 clusters Score -1.91726e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 97444 members 
Entering Unmasked Estep 
Score: -19178292.000000 Penalty: 5914.758301
	Iteration 5F: 3 clusters Score -1.917829e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 105119 members 
Entering Unmasked Estep 
Score: -19185734.000000 Penalty: 5914.758301
	Iteration 6F: 3 clusters Score -1.918573e+07 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 113192 members 
Entering Unmasked Estep 
Score: -19193718.000000 Penalty: 5914.758301
	Iteration 7F: 3 clusters Score -1.919372e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 120581 members 
Entering Unmasked Estep 
Score: -19200500.000000 Penalty: 5914.758301
	Iteration 8F: 3 clusters Score -1.92005e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 126917 members 
Entering Unmasked Estep 
Score: -19205764.000000 Penalty: 5914.758301
	Iteration 9Q: 3 clusters Score -1.920576e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 132221 members 
Entering Unmasked Estep 
Score: -19209784.000000 Penalty: 5914.758301
	Iteration 10Q: 3 clusters Score -1.920978e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 136691 members 
Entering Unmasked Estep 
Score: -19212930.000000 Penalty: 5914.758301
	Iteration 11Q: 3 clusters Score -1.921293e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 140199 members 
Entering Unmasked Estep 
Score: -19215318.000000 Penalty: 5914.758301
	Iteration 12Q: 3 clusters Score -1.921532e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 142931 members 
Entering Unmasked Estep 
Score: -19217042.000000 Penalty: 5914.758301
	Iteration 13Q: 3 clusters Score -1.921704e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 145032 members 
Entering Unmasked Estep 
Score: -19218262.000000 Penalty: 5914.758301
	Iteration 14Q: 3 clusters Score -1.921826e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 146530 members 
Entering Unmasked Estep 
Score: -19219038.000000 Penalty: 5914.758301
	Iteration 15Q: 3 clusters Score -1.921904e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 147526 members 
Entering Unmasked Estep 
Score: -19219542.000000 Penalty: 5914.758301
	Iteration 16Q: 3 clusters Score -1.921954e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 148208 members 
Entering Unmasked Estep 
Score: -19219934.000000 Penalty: 5914.758301
	Iteration 17Q: 3 clusters Score -1.921993e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 148691 members 
Entering Unmasked Estep 
Score: -19220200.000000 Penalty: 5914.758301
	Iteration 18Q: 3 clusters Score -1.92202e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 149012 members 
Entering Unmasked Estep 
Score: -19220328.000000 Penalty: 5914.758301
	Iteration 19Q: 3 clusters Score -1.922033e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 149251 members 
Entering Unmasked Estep 
Score: -19220436.000000 Penalty: 5914.758301
	Iteration 20F: 3 clusters Score -1.922044e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 149405 members 
Entering Unmasked Estep 
Score: -19220494.000000 Penalty: 5914.758301
	Iteration 21Q: 3 clusters Score -1.922049e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 149519 members 
Entering Unmasked Estep 
Score: -19220566.000000 Penalty: 5914.758301
	Iteration 22Q: 3 clusters Score -1.922057e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 149611 members 
Entering Unmasked Estep 
Score: -19220594.000000 Penalty: 5914.758301
	Iteration 23Q: 3 clusters Score -1.922059e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 149687 members 
Entering Unmasked Estep 
Score: -19220636.000000 Penalty: 5914.758301
	Iteration 24Q: 3 clusters Score -1.922064e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 149740 members 
Entering Unmasked Estep 
Score: -19220666.000000 Penalty: 5914.758301
	Iteration 25Q: 3 clusters Score -1.922067e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 149783 members 
Entering Unmasked Estep 
Score: -19220688.000000 Penalty: 5914.758301
	Iteration 26Q: 3 clusters Score -1.922069e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 149815 members 
Entering Unmasked Estep 
Score: -19220690.000000 Penalty: 5914.758301
	Iteration 27Q: 3 clusters Score -1.922069e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 149850 members 
Entering Unmasked Estep 
Score: -19220700.000000 Penalty: 5914.758301
	Iteration 28Q: 3 clusters Score -1.92207e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 149878 members 
Entering Unmasked Estep 
Score: -19220704.000000 Penalty: 5914.758301
	Iteration 29Q: 3 clusters Score -1.92207e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 149903 members 
Entering Unmasked Estep 
Score: -19220696.000000 Penalty: 5914.758301
	Iteration 30Q: 3 clusters Score -1.92207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 149923 members 
Entering Unmasked Estep 
Score: -19220712.000000 Penalty: 5914.758301
	Iteration 31Q: 3 clusters Score -1.922071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 149933 members 
Entering Unmasked Estep 
Score: -19220720.000000 Penalty: 5914.758301
	Iteration 32Q: 3 clusters Score -1.922072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 149942 members 
Entering Unmasked Estep 
Score: -19220710.000000 Penalty: 5914.758301
	Iteration 33Q: 3 clusters Score -1.922071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 149949 members 
Entering Unmasked Estep 
Score: -19220706.000000 Penalty: 5914.758301
	Iteration 34Q: 3 clusters Score -1.922071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 149959 members 
Entering Unmasked Estep 
Score: -19220710.000000 Penalty: 5914.758301
	Iteration 35Q: 3 clusters Score -1.922071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 149964 members 
Entering Unmasked Estep 
Score: -19220724.000000 Penalty: 5914.758301
	Iteration 36Q: 3 clusters Score -1.922072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 149969 members 
Entering Unmasked Estep 
Score: -19220722.000000 Penalty: 5914.758301
	Iteration 37Q: 3 clusters Score -1.922072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 149973 members 
Entering Unmasked Estep 
Score: -19220714.000000 Penalty: 5914.758301
	Iteration 38Q: 3 clusters Score -1.922071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 149974 members 
Entering Unmasked Estep 
Score: -19220726.000000 Penalty: 5914.758301
	Iteration 39Q: 3 clusters Score -1.922073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 149978 members 
Entering Unmasked Estep 
Score: -19220724.000000 Penalty: 5914.758301
	Iteration 40F: 3 clusters Score -1.922072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 149978 members 
Entering Unmasked Estep 
Score: -19220730.000000 Penalty: 5914.758301
	Iteration 41Q: 3 clusters Score -1.922073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 149980 members 
Entering Unmasked Estep 
Score: -19220722.000000 Penalty: 5914.758301
	Iteration 42Q: 3 clusters Score -1.922072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 149983 members 
Entering Unmasked Estep 
Score: -19220724.000000 Penalty: 5914.758301
	Iteration 43Q: 3 clusters Score -1.922072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 149985 members 
Entering Unmasked Estep 
Score: -19220722.000000 Penalty: 5914.758301
	Iteration 44Q: 3 clusters Score -1.922072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 149988 members 
Entering Unmasked Estep 
Score: -19220732.000000 Penalty: 5914.758301
	Iteration 45Q: 3 clusters Score -1.922073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 149991 members 
Entering Unmasked Estep 
Score: -19220722.000000 Penalty: 5914.758301
	Iteration 46Q: 3 clusters Score -1.922072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 149993 members 
Entering Unmasked Estep 
Score: -19220718.000000 Penalty: 5914.758301
	Iteration 47Q: 3 clusters Score -1.922072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 149996 members 
Entering Unmasked Estep 
Score: -19220724.000000 Penalty: 5914.758301
	Iteration 48Q: 3 clusters Score -1.922072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 149998 members 
Entering Unmasked Estep 
Score: -19220722.000000 Penalty: 5914.758301
	Iteration 49Q: 3 clusters Score -1.922072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 149997 members 
Entering Unmasked Estep 
Score: -19220732.000000 Penalty: 5914.758301
	Iteration 50Q: 3 clusters Score -1.922073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 149996 members 
Entering Unmasked Estep 
Score: -19220734.000000 Penalty: 5914.758301
	Iteration 51Q: 3 clusters Score -1.922073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 149998 members 
Entering Unmasked Estep 
Score: -19220740.000000 Penalty: 5914.758301
	Iteration 52Q: 3 clusters Score -1.922074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 150000 members 
Entering Unmasked Estep 
Score: -19220748.000000 Penalty: 5914.758301
	Iteration 53Q: 3 clusters Score -1.922075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 150002 members 
Entering Unmasked Estep 
Score: -19220734.000000 Penalty: 5914.758301
	Iteration 54Q: 3 clusters Score -1.922073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 150002 members 
Entering Unmasked Estep 
Score: -19220730.000000 Penalty: 5914.758301
	Iteration 55Q: 3 clusters Score -1.922073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 150002 members 
Entering Unmasked Estep 
Score: -19220730.000000 Penalty: 5914.758301
	Iteration 56F: 3 clusters Score -1.922073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (119989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119989 members 
Entering Unmasked Estep 
Score: -15461400.000000 Penalty: 2900.398438
	Iteration 0F: 2 clusters Score -1.54614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -15383403.000000 Penalty: 5800.796875
	Iteration 0F: 3 clusters Score -1.53834e+07 nChanged 56875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -15416795.000000 Penalty: 5800.796875
	Iteration 1F: 3 clusters Score -1.54168e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -15418285.000000 Penalty: 5800.796875
	Iteration 2Q: 3 clusters Score -1.541828e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -15420377.000000 Penalty: 5800.796875
	Iteration 3Q: 3 clusters Score -1.542038e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -15423129.000000 Penalty: 5800.796875
	Iteration 4Q: 3 clusters Score -1.542313e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -15427325.000000 Penalty: 5800.796875
	Iteration 5F: 3 clusters Score -1.542732e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72502 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -15433021.000000 Penalty: 5800.796875
	Iteration 6F: 3 clusters Score -1.543302e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77374 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -15440249.000000 Penalty: 5800.796875
	Iteration 7F: 3 clusters Score -1.544025e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81690 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -15447370.000000 Penalty: 5800.796875
	Iteration 8F: 3 clusters Score -1.544737e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84455 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -15451235.000000 Penalty: 5800.796875
	Iteration 9Q: 3 clusters Score -1.545124e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -15452400.000000 Penalty: 5800.796875
	Iteration 10Q: 3 clusters Score -1.54524e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87906 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -15452914.000000 Penalty: 5800.796875
	Iteration 11Q: 3 clusters Score -1.545291e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -15453338.000000 Penalty: 5800.796875
	Iteration 12Q: 3 clusters Score -1.545334e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90982 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -15453683.000000 Penalty: 5800.796875
	Iteration 13Q: 3 clusters Score -1.545368e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92505 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -15454117.000000 Penalty: 5800.796875
	Iteration 14Q: 3 clusters Score -1.545412e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94018 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -15454472.000000 Penalty: 5800.796875
	Iteration 15Q: 3 clusters Score -1.545447e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95577 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -15454856.000000 Penalty: 5800.796875
	Iteration 16Q: 3 clusters Score -1.545486e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97175 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -15455159.000000 Penalty: 5800.796875
	Iteration 17Q: 3 clusters Score -1.545516e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98724 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -15455582.000000 Penalty: 5800.796875
	Iteration 18Q: 3 clusters Score -1.545558e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100235 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -15455937.000000 Penalty: 5800.796875
	Iteration 19Q: 3 clusters Score -1.545594e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101738 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -15456384.000000 Penalty: 5800.796875
	Iteration 20F: 3 clusters Score -1.545638e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103230 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -15456757.000000 Penalty: 5800.796875
	Iteration 21Q: 3 clusters Score -1.545676e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104644 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -15457161.000000 Penalty: 5800.796875
	Iteration 22Q: 3 clusters Score -1.545716e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106033 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -15457568.000000 Penalty: 5800.796875
	Iteration 23Q: 3 clusters Score -1.545757e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107310 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -15457768.000000 Penalty: 5800.796875
	Iteration 24Q: 3 clusters Score -1.545777e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108448 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -15457975.000000 Penalty: 5800.796875
	Iteration 25Q: 3 clusters Score -1.545798e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109480 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -15458209.000000 Penalty: 5800.796875
	Iteration 26Q: 3 clusters Score -1.545821e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110474 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -15458400.000000 Penalty: 5800.796875
	Iteration 27Q: 3 clusters Score -1.54584e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111388 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -15458620.000000 Penalty: 5800.796875
	Iteration 28Q: 3 clusters Score -1.545862e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112209 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -15458857.000000 Penalty: 5800.796875
	Iteration 29Q: 3 clusters Score -1.545886e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112928 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -15458987.000000 Penalty: 5800.796875
	Iteration 30Q: 3 clusters Score -1.545899e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113552 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -15459046.000000 Penalty: 5800.796875
	Iteration 31Q: 3 clusters Score -1.545905e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114140 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -15459224.000000 Penalty: 5800.796875
	Iteration 32Q: 3 clusters Score -1.545922e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114643 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -15459324.000000 Penalty: 5800.796875
	Iteration 33Q: 3 clusters Score -1.545932e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115092 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -15459403.000000 Penalty: 5800.796875
	Iteration 34Q: 3 clusters Score -1.54594e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115484 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -15459471.000000 Penalty: 5800.796875
	Iteration 35Q: 3 clusters Score -1.545947e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115829 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -15459531.000000 Penalty: 5800.796875
	Iteration 36Q: 3 clusters Score -1.545953e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116127 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -15459550.000000 Penalty: 5800.796875
	Iteration 37Q: 3 clusters Score -1.545955e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116349 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -15459544.000000 Penalty: 5800.796875
	Iteration 38Q: 3 clusters Score -1.545954e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116552 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -15459554.000000 Penalty: 5800.796875
	Iteration 39Q: 3 clusters Score -1.545955e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116736 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -15459571.000000 Penalty: 5800.796875
	Iteration 40F: 3 clusters Score -1.545957e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116902 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -15459617.000000 Penalty: 5800.796875
	Iteration 41Q: 3 clusters Score -1.545962e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117041 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -15459634.000000 Penalty: 5800.796875
	Iteration 42Q: 3 clusters Score -1.545963e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117170 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -15459621.000000 Penalty: 5800.796875
	Iteration 43Q: 3 clusters Score -1.545962e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117282 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -15459626.000000 Penalty: 5800.796875
	Iteration 44Q: 3 clusters Score -1.545963e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117378 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -15459683.000000 Penalty: 5800.796875
	Iteration 45Q: 3 clusters Score -1.545968e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117454 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -15459658.000000 Penalty: 5800.796875
	Iteration 46Q: 3 clusters Score -1.545966e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117506 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -15459681.000000 Penalty: 5800.796875
	Iteration 47Q: 3 clusters Score -1.545968e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117545 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -15459680.000000 Penalty: 5800.796875
	Iteration 48Q: 3 clusters Score -1.545968e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117579 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -15459682.000000 Penalty: 5800.796875
	Iteration 49Q: 3 clusters Score -1.545968e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117619 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -15459702.000000 Penalty: 5800.796875
	Iteration 50Q: 3 clusters Score -1.54597e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117649 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -15459669.000000 Penalty: 5800.796875
	Iteration 51Q: 3 clusters Score -1.545967e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117683 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -15459709.000000 Penalty: 5800.796875
	Iteration 52Q: 3 clusters Score -1.545971e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117708 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -15459715.000000 Penalty: 5800.796875
	Iteration 53Q: 3 clusters Score -1.545972e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117732 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -15459723.000000 Penalty: 5800.796875
	Iteration 54Q: 3 clusters Score -1.545972e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117757 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -15459717.000000 Penalty: 5800.796875
	Iteration 55Q: 3 clusters Score -1.545972e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117783 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -15459745.000000 Penalty: 5800.796875
	Iteration 56Q: 3 clusters Score -1.545974e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117802 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -15459739.000000 Penalty: 5800.796875
	Iteration 57Q: 3 clusters Score -1.545974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117815 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -15459737.000000 Penalty: 5800.796875
	Iteration 58Q: 3 clusters Score -1.545974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117826 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -15459746.000000 Penalty: 5800.796875
	Iteration 59Q: 3 clusters Score -1.545975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117834 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -15459752.000000 Penalty: 5800.796875
	Iteration 60F: 3 clusters Score -1.545975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117845 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -15459752.000000 Penalty: 5800.796875
	Iteration 61Q: 3 clusters Score -1.545975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117859 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -15459761.000000 Penalty: 5800.796875
	Iteration 62Q: 3 clusters Score -1.545976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117875 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -15459740.000000 Penalty: 5800.796875
	Iteration 63Q: 3 clusters Score -1.545974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117886 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -15459736.000000 Penalty: 5800.796875
	Iteration 64Q: 3 clusters Score -1.545974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117899 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -15459730.000000 Penalty: 5800.796875
	Iteration 65Q: 3 clusters Score -1.545973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117905 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -15459738.000000 Penalty: 5800.796875
	Iteration 66Q: 3 clusters Score -1.545974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117909 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -15459735.000000 Penalty: 5800.796875
	Iteration 67Q: 3 clusters Score -1.545974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117912 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -15459733.000000 Penalty: 5800.796875
	Iteration 68Q: 3 clusters Score -1.545973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117917 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -15459741.000000 Penalty: 5800.796875
	Iteration 69Q: 3 clusters Score -1.545974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117923 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -15459742.000000 Penalty: 5800.796875
	Iteration 70Q: 3 clusters Score -1.545974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117930 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -15459743.000000 Penalty: 5800.796875
	Iteration 71Q: 3 clusters Score -1.545974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117939 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -15459738.000000 Penalty: 5800.796875
	Iteration 72Q: 3 clusters Score -1.545974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117945 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -15459735.000000 Penalty: 5800.796875
	Iteration 73Q: 3 clusters Score -1.545974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117951 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -15459726.000000 Penalty: 5800.796875
	Iteration 74Q: 3 clusters Score -1.545973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117954 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -15459736.000000 Penalty: 5800.796875
	Iteration 75Q: 3 clusters Score -1.545974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117956 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -15459730.000000 Penalty: 5800.796875
	Iteration 76Q: 3 clusters Score -1.545973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117958 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -15459737.000000 Penalty: 5800.796875
	Iteration 77Q: 3 clusters Score -1.545974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117959 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -15459727.000000 Penalty: 5800.796875
	Iteration 78Q: 3 clusters Score -1.545973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117959 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -15459727.000000 Penalty: 5800.796875
	Iteration 79F: 3 clusters Score -1.545973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -62686.789062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -62686.79 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 325 members 
Entering Unmasked Estep 
Score: -61153.375000 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -61153.38 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61723.609375 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -61723.61 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62051.144531 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -62051.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62441.011719 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -62441.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62852.601562 Penalty: 3216.379150
	Iteration 4F: 3 clusters Score -62852.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63128.304688 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -63128.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63305.105469 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -63305.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63362.136719 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -63362.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63409.859375 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -63409.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63486.355469 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -63486.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63547.558594 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -63547.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63661.769531 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -63661.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63701.859375 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -63701.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63718.406250 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -63718.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63784.644531 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -63784.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63800.773438 Penalty: 3216.379150
	Iteration 15Q: 3 clusters Score -63800.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63804.132812 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -63804.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63804.132812 Penalty: 3216.379150
	Iteration 17F: 3 clusters Score -63804.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54610 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 39019 members 
Mstep: Class 5 contains 14966 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150982 members 
Mstep: Class 8 contains 119989 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 108310 members 
Mstep: Class 11 contains 9422 members 
Mstep: Class 12 contains 146904 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 167906 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 34709 members 
Mstep: Class 17 contains 32377 members 
Mstep: Class 18 contains 78107 members 
Mstep: Class 19 contains 30896 members 
Mstep: Class 20 contains 139396 members 
Mstep: Class 21 contains 149895 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 302 members 
Entering Unmasked Estep 
Score: -161304560.000000 Penalty: 87239.546875
Splitting cluster 9 changes total score from -161305184.000000 to -161304560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (108310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108310 members 
Entering Unmasked Estep 
Score: -13860692.000000 Penalty: 2875.002686
	Iteration 0F: 2 clusters Score -1.386069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -13789245.000000 Penalty: 5750.005371
	Iteration 0F: 3 clusters Score -1.378924e+07 nChanged 51335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -13818904.000000 Penalty: 5750.005371
	Iteration 1F: 3 clusters Score -1.38189e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -13819781.000000 Penalty: 5750.005371
	Iteration 2Q: 3 clusters Score -1.381978e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -13820970.000000 Penalty: 5750.005371
	Iteration 3Q: 3 clusters Score -1.382097e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -13822739.000000 Penalty: 5750.005371
	Iteration 4Q: 3 clusters Score -1.382274e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 70291 members 
Entering Unmasked Estep 
Score: -13825890.000000 Penalty: 5750.005371
	Iteration 5F: 3 clusters Score -1.382589e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 77449 members 
Entering Unmasked Estep 
Score: -13831415.000000 Penalty: 5750.005371
	Iteration 6F: 3 clusters Score -1.383142e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 85980 members 
Entering Unmasked Estep 
Score: -13839227.000000 Penalty: 5750.005371
	Iteration 7F: 3 clusters Score -1.383923e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 94036 members 
Entering Unmasked Estep 
Score: -13847374.000000 Penalty: 5750.005371
	Iteration 8F: 3 clusters Score -1.384737e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 99848 members 
Entering Unmasked Estep 
Score: -13853251.000000 Penalty: 5750.005371
	Iteration 9F: 3 clusters Score -1.385325e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 103030 members 
Entering Unmasked Estep 
Score: -13856316.000000 Penalty: 5750.005371
	Iteration 10Q: 3 clusters Score -1.385632e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 104616 members 
Entering Unmasked Estep 
Score: -13857621.000000 Penalty: 5750.005371
	Iteration 11Q: 3 clusters Score -1.385762e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 105426 members 
Entering Unmasked Estep 
Score: -13858221.000000 Penalty: 5750.005371
	Iteration 12Q: 3 clusters Score -1.385822e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 105917 members 
Entering Unmasked Estep 
Score: -13858577.000000 Penalty: 5750.005371
	Iteration 13Q: 3 clusters Score -1.385858e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 106191 members 
Entering Unmasked Estep 
Score: -13858765.000000 Penalty: 5750.005371
	Iteration 14Q: 3 clusters Score -1.385876e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 106373 members 
Entering Unmasked Estep 
Score: -13858900.000000 Penalty: 5750.005371
	Iteration 15Q: 3 clusters Score -1.38589e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 106480 members 
Entering Unmasked Estep 
Score: -13858947.000000 Penalty: 5750.005371
	Iteration 16Q: 3 clusters Score -1.385895e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 106563 members 
Entering Unmasked Estep 
Score: -13858975.000000 Penalty: 5750.005371
	Iteration 17Q: 3 clusters Score -1.385898e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 106607 members 
Entering Unmasked Estep 
Score: -13858984.000000 Penalty: 5750.005371
	Iteration 18Q: 3 clusters Score -1.385898e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 106647 members 
Entering Unmasked Estep 
Score: -13859012.000000 Penalty: 5750.005371
	Iteration 19Q: 3 clusters Score -1.385901e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 106669 members 
Entering Unmasked Estep 
Score: -13859031.000000 Penalty: 5750.005371
	Iteration 20F: 3 clusters Score -1.385903e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 106685 members 
Entering Unmasked Estep 
Score: -13859036.000000 Penalty: 5750.005371
	Iteration 21Q: 3 clusters Score -1.385904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 106707 members 
Entering Unmasked Estep 
Score: -13859052.000000 Penalty: 5750.005371
	Iteration 22Q: 3 clusters Score -1.385905e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 106719 members 
Entering Unmasked Estep 
Score: -13859079.000000 Penalty: 5750.005371
	Iteration 23Q: 3 clusters Score -1.385908e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 106734 members 
Entering Unmasked Estep 
Score: -13859079.000000 Penalty: 5750.005371
	Iteration 24Q: 3 clusters Score -1.385908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 106739 members 
Entering Unmasked Estep 
Score: -13859093.000000 Penalty: 5750.005371
	Iteration 25Q: 3 clusters Score -1.385909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 106747 members 
Entering Unmasked Estep 
Score: -13859102.000000 Penalty: 5750.005371
	Iteration 26Q: 3 clusters Score -1.38591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 106751 members 
Entering Unmasked Estep 
Score: -13859102.000000 Penalty: 5750.005371
	Iteration 27Q: 3 clusters Score -1.38591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 106757 members 
Entering Unmasked Estep 
Score: -13859101.000000 Penalty: 5750.005371
	Iteration 28Q: 3 clusters Score -1.38591e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 106762 members 
Entering Unmasked Estep 
Score: -13859094.000000 Penalty: 5750.005371
	Iteration 29Q: 3 clusters Score -1.385909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 106765 members 
Entering Unmasked Estep 
Score: -13859093.000000 Penalty: 5750.005371
	Iteration 30Q: 3 clusters Score -1.385909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 106767 members 
Entering Unmasked Estep 
Score: -13859090.000000 Penalty: 5750.005371
	Iteration 31Q: 3 clusters Score -1.385909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 106769 members 
Entering Unmasked Estep 
Score: -13859095.000000 Penalty: 5750.005371
	Iteration 32Q: 3 clusters Score -1.38591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 106769 members 
Entering Unmasked Estep 
Score: -13859095.000000 Penalty: 5750.005371
	Iteration 33F: 3 clusters Score -1.38591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Entering Unmasked Estep 
Score: -1141093.000000 Penalty: 2269.398926
	Iteration 0F: 2 clusters Score -1141093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1133729.500000 Penalty: 4538.797852
	Iteration 0F: 3 clusters Score -1133730 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1135837.625000 Penalty: 4538.797852
	Iteration 1F: 3 clusters Score -1135838 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1136173.125000 Penalty: 4538.797852
	Iteration 2F: 3 clusters Score -1136173 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1136468.750000 Penalty: 4538.797852
	Iteration 3F: 3 clusters Score -1136469 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1136763.750000 Penalty: 4538.797852
	Iteration 4F: 3 clusters Score -1136764 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1137087.750000 Penalty: 4538.797852
	Iteration 5F: 3 clusters Score -1137088 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1137432.250000 Penalty: 4538.797852
	Iteration 6F: 3 clusters Score -1137432 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1137749.500000 Penalty: 4538.797852
	Iteration 7Q: 3 clusters Score -1137750 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1138076.125000 Penalty: 4538.797852
	Iteration 8Q: 3 clusters Score -1138076 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1138460.625000 Penalty: 4538.797852
	Iteration 9Q: 3 clusters Score -1138461 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1138835.000000 Penalty: 4538.797852
	Iteration 10Q: 3 clusters Score -1138835 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1139184.375000 Penalty: 4538.797852
	Iteration 11Q: 3 clusters Score -1139184 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1139470.625000 Penalty: 4538.797852
	Iteration 12Q: 3 clusters Score -1139471 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1139753.750000 Penalty: 4538.797852
	Iteration 13Q: 3 clusters Score -1139754 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1139995.500000 Penalty: 4538.797852
	Iteration 14Q: 3 clusters Score -1139996 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1140140.125000 Penalty: 4538.797852
	Iteration 15Q: 3 clusters Score -1140140 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1140216.250000 Penalty: 4538.797852
	Iteration 16Q: 3 clusters Score -1140216 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1140245.000000 Penalty: 4538.797852
	Iteration 17Q: 3 clusters Score -1140245 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1140269.375000 Penalty: 4538.797852
	Iteration 18Q: 3 clusters Score -1140269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1140281.750000 Penalty: 4538.797852
	Iteration 19Q: 3 clusters Score -1140282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1140289.375000 Penalty: 4538.797852
	Iteration 20F: 3 clusters Score -1140289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1140298.625000 Penalty: 4538.797852
	Iteration 21Q: 3 clusters Score -1140299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1140309.250000 Penalty: 4538.797852
	Iteration 22Q: 3 clusters Score -1140309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1140312.375000 Penalty: 4538.797852
	Iteration 23Q: 3 clusters Score -1140312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1140320.375000 Penalty: 4538.797852
	Iteration 24Q: 3 clusters Score -1140320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1140323.375000 Penalty: 4538.797852
	Iteration 25Q: 3 clusters Score -1140323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1140323.875000 Penalty: 4538.797852
	Iteration 26Q: 3 clusters Score -1140324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1140327.250000 Penalty: 4538.797852
	Iteration 27Q: 3 clusters Score -1140327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1140325.000000 Penalty: 4538.797852
	Iteration 28Q: 3 clusters Score -1140325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1140323.000000 Penalty: 4538.797852
	Iteration 29Q: 3 clusters Score -1140323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1140323.000000 Penalty: 4538.797852
	Iteration 30F: 3 clusters Score -1140323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (146904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146904 members 
Entering Unmasked Estep 
Score: -18804488.000000 Penalty: 2950.588623
	Iteration 0F: 2 clusters Score -1.880449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 73442 members 
Entering Unmasked Estep 
Score: -18709700.000000 Penalty: 5901.177246
	Iteration 0F: 3 clusters Score -1.87097e+07 nChanged 70275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72425 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -18750194.000000 Penalty: 5901.177246
	Iteration 1F: 3 clusters Score -1.875019e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 75609 members 
Entering Unmasked Estep 
Score: -18751624.000000 Penalty: 5901.177246
	Iteration 2Q: 3 clusters Score -1.875162e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -18754018.000000 Penalty: 5901.177246
	Iteration 3Q: 3 clusters Score -1.875402e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66621 members 
Mstep: Class 2 contains 80283 members 
Entering Unmasked Estep 
Score: -18757494.000000 Penalty: 5901.177246
	Iteration 4Q: 3 clusters Score -1.875749e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 84402 members 
Entering Unmasked Estep 
Score: -18762826.000000 Penalty: 5901.177246
	Iteration 5F: 3 clusters Score -1.876283e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 89791 members 
Entering Unmasked Estep 
Score: -18770154.000000 Penalty: 5901.177246
	Iteration 6F: 3 clusters Score -1.877015e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 95775 members 
Entering Unmasked Estep 
Score: -18778862.000000 Penalty: 5901.177246
	Iteration 7F: 3 clusters Score -1.877886e+07 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 101018 members 
Entering Unmasked Estep 
Score: -18786142.000000 Penalty: 5901.177246
	Iteration 8F: 3 clusters Score -1.878614e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 104833 members 
Entering Unmasked Estep 
Score: -18790470.000000 Penalty: 5901.177246
	Iteration 9Q: 3 clusters Score -1.879047e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 107781 members 
Entering Unmasked Estep 
Score: -18792316.000000 Penalty: 5901.177246
	Iteration 10Q: 3 clusters Score -1.879232e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 110395 members 
Entering Unmasked Estep 
Score: -18793336.000000 Penalty: 5901.177246
	Iteration 11Q: 3 clusters Score -1.879334e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 113001 members 
Entering Unmasked Estep 
Score: -18794222.000000 Penalty: 5901.177246
	Iteration 12Q: 3 clusters Score -1.879422e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 115568 members 
Entering Unmasked Estep 
Score: -18794970.000000 Penalty: 5901.177246
	Iteration 13Q: 3 clusters Score -1.879497e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 118010 members 
Entering Unmasked Estep 
Score: -18795764.000000 Penalty: 5901.177246
	Iteration 14Q: 3 clusters Score -1.879576e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 120288 members 
Entering Unmasked Estep 
Score: -18796396.000000 Penalty: 5901.177246
	Iteration 15Q: 3 clusters Score -1.87964e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 122434 members 
Entering Unmasked Estep 
Score: -18796996.000000 Penalty: 5901.177246
	Iteration 16Q: 3 clusters Score -1.8797e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 124458 members 
Entering Unmasked Estep 
Score: -18797424.000000 Penalty: 5901.177246
	Iteration 17Q: 3 clusters Score -1.879742e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 126355 members 
Entering Unmasked Estep 
Score: -18797970.000000 Penalty: 5901.177246
	Iteration 18Q: 3 clusters Score -1.879797e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 128187 members 
Entering Unmasked Estep 
Score: -18798478.000000 Penalty: 5901.177246
	Iteration 19Q: 3 clusters Score -1.879848e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 129957 members 
Entering Unmasked Estep 
Score: -18799016.000000 Penalty: 5901.177246
	Iteration 20F: 3 clusters Score -1.879902e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 131672 members 
Entering Unmasked Estep 
Score: -18799642.000000 Penalty: 5901.177246
	Iteration 21Q: 3 clusters Score -1.879964e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 133279 members 
Entering Unmasked Estep 
Score: -18800164.000000 Penalty: 5901.177246
	Iteration 22Q: 3 clusters Score -1.880016e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 134720 members 
Entering Unmasked Estep 
Score: -18800726.000000 Penalty: 5901.177246
	Iteration 23Q: 3 clusters Score -1.880073e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 136054 members 
Entering Unmasked Estep 
Score: -18801290.000000 Penalty: 5901.177246
	Iteration 24Q: 3 clusters Score -1.880129e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 137228 members 
Entering Unmasked Estep 
Score: -18801666.000000 Penalty: 5901.177246
	Iteration 25Q: 3 clusters Score -1.880167e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 138247 members 
Entering Unmasked Estep 
Score: -18801980.000000 Penalty: 5901.177246
	Iteration 26Q: 3 clusters Score -1.880198e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 139174 members 
Entering Unmasked Estep 
Score: -18802364.000000 Penalty: 5901.177246
	Iteration 27Q: 3 clusters Score -1.880236e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 139991 members 
Entering Unmasked Estep 
Score: -18802556.000000 Penalty: 5901.177246
	Iteration 28Q: 3 clusters Score -1.880256e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 140678 members 
Entering Unmasked Estep 
Score: -18802708.000000 Penalty: 5901.177246
	Iteration 29Q: 3 clusters Score -1.880271e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 141297 members 
Entering Unmasked Estep 
Score: -18802848.000000 Penalty: 5901.177246
	Iteration 30Q: 3 clusters Score -1.880285e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 141831 members 
Entering Unmasked Estep 
Score: -18802932.000000 Penalty: 5901.177246
	Iteration 31Q: 3 clusters Score -1.880293e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 142324 members 
Entering Unmasked Estep 
Score: -18802912.000000 Penalty: 5901.177246
	Iteration 32Q: 3 clusters Score -1.880291e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 142714 members 
Entering Unmasked Estep 
Score: -18802978.000000 Penalty: 5901.177246
	Iteration 33Q: 3 clusters Score -1.880298e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 143056 members 
Entering Unmasked Estep 
Score: -18802950.000000 Penalty: 5901.177246
	Iteration 34Q: 3 clusters Score -1.880295e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 143356 members 
Entering Unmasked Estep 
Score: -18802938.000000 Penalty: 5901.177246
	Iteration 35Q: 3 clusters Score -1.880294e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 143617 members 
Entering Unmasked Estep 
Score: -18802976.000000 Penalty: 5901.177246
	Iteration 36Q: 3 clusters Score -1.880298e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 143834 members 
Entering Unmasked Estep 
Score: -18802900.000000 Penalty: 5901.177246
	Iteration 37Q: 3 clusters Score -1.88029e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 144001 members 
Entering Unmasked Estep 
Score: -18802848.000000 Penalty: 5901.177246
	Iteration 38Q: 3 clusters Score -1.880285e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 144142 members 
Entering Unmasked Estep 
Score: -18802812.000000 Penalty: 5901.177246
	Iteration 39Q: 3 clusters Score -1.880281e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 144284 members 
Entering Unmasked Estep 
Score: -18802814.000000 Penalty: 5901.177246
	Iteration 40F: 3 clusters Score -1.880281e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 144418 members 
Entering Unmasked Estep 
Score: -18802784.000000 Penalty: 5901.177246
	Iteration 41Q: 3 clusters Score -1.880278e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 144534 members 
Entering Unmasked Estep 
Score: -18802744.000000 Penalty: 5901.177246
	Iteration 42Q: 3 clusters Score -1.880274e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 144638 members 
Entering Unmasked Estep 
Score: -18802772.000000 Penalty: 5901.177246
	Iteration 43Q: 3 clusters Score -1.880277e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 144734 members 
Entering Unmasked Estep 
Score: -18802754.000000 Penalty: 5901.177246
	Iteration 44Q: 3 clusters Score -1.880275e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 144821 members 
Entering Unmasked Estep 
Score: -18802746.000000 Penalty: 5901.177246
	Iteration 45Q: 3 clusters Score -1.880275e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 144887 members 
Entering Unmasked Estep 
Score: -18802768.000000 Penalty: 5901.177246
	Iteration 46Q: 3 clusters Score -1.880277e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 144942 members 
Entering Unmasked Estep 
Score: -18802764.000000 Penalty: 5901.177246
	Iteration 47Q: 3 clusters Score -1.880276e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 144982 members 
Entering Unmasked Estep 
Score: -18802768.000000 Penalty: 5901.177246
	Iteration 48Q: 3 clusters Score -1.880277e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 145015 members 
Entering Unmasked Estep 
Score: -18802750.000000 Penalty: 5901.177246
	Iteration 49Q: 3 clusters Score -1.880275e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 145045 members 
Entering Unmasked Estep 
Score: -18802752.000000 Penalty: 5901.177246
	Iteration 50Q: 3 clusters Score -1.880275e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 145072 members 
Entering Unmasked Estep 
Score: -18802758.000000 Penalty: 5901.177246
	Iteration 51Q: 3 clusters Score -1.880276e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 145096 members 
Entering Unmasked Estep 
Score: -18802748.000000 Penalty: 5901.177246
	Iteration 52Q: 3 clusters Score -1.880275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 145106 members 
Entering Unmasked Estep 
Score: -18802754.000000 Penalty: 5901.177246
	Iteration 53Q: 3 clusters Score -1.880275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 145116 members 
Entering Unmasked Estep 
Score: -18802742.000000 Penalty: 5901.177246
	Iteration 54Q: 3 clusters Score -1.880274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 145126 members 
Entering Unmasked Estep 
Score: -18802740.000000 Penalty: 5901.177246
	Iteration 55Q: 3 clusters Score -1.880274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 145136 members 
Entering Unmasked Estep 
Score: -18802732.000000 Penalty: 5901.177246
	Iteration 56Q: 3 clusters Score -1.880273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 145145 members 
Entering Unmasked Estep 
Score: -18802710.000000 Penalty: 5901.177246
	Iteration 57Q: 3 clusters Score -1.880271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 145155 members 
Entering Unmasked Estep 
Score: -18802738.000000 Penalty: 5901.177246
	Iteration 58Q: 3 clusters Score -1.880274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 145159 members 
Entering Unmasked Estep 
Score: -18802730.000000 Penalty: 5901.177246
	Iteration 59Q: 3 clusters Score -1.880273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 145170 members 
Entering Unmasked Estep 
Score: -18802728.000000 Penalty: 5901.177246
	Iteration 60F: 3 clusters Score -1.880273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 145180 members 
Entering Unmasked Estep 
Score: -18802734.000000 Penalty: 5901.177246
	Iteration 61Q: 3 clusters Score -1.880273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 145190 members 
Entering Unmasked Estep 
Score: -18802708.000000 Penalty: 5901.177246
	Iteration 62Q: 3 clusters Score -1.880271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 145196 members 
Entering Unmasked Estep 
Score: -18802700.000000 Penalty: 5901.177246
	Iteration 63Q: 3 clusters Score -1.88027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 145203 members 
Entering Unmasked Estep 
Score: -18802710.000000 Penalty: 5901.177246
	Iteration 64Q: 3 clusters Score -1.880271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 145207 members 
Entering Unmasked Estep 
Score: -18802706.000000 Penalty: 5901.177246
	Iteration 65Q: 3 clusters Score -1.880271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 145208 members 
Entering Unmasked Estep 
Score: -18802726.000000 Penalty: 5901.177246
	Iteration 66Q: 3 clusters Score -1.880273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 145208 members 
Entering Unmasked Estep 
Score: -18802726.000000 Penalty: 5901.177246
	Iteration 67F: 3 clusters Score -1.880273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Entering Unmasked Estep 
Score: -633215.500000 Penalty: 2125.024414
	Iteration 0F: 2 clusters Score -633215.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -628512.937500 Penalty: 4250.048828
	Iteration 0F: 3 clusters Score -628512.9 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -629634.625000 Penalty: 4250.048828
	Iteration 1F: 3 clusters Score -629634.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -629896.687500 Penalty: 4250.048828
	Iteration 2F: 3 clusters Score -629896.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -630093.937500 Penalty: 4250.048828
	Iteration 3F: 3 clusters Score -630093.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -630329.812500 Penalty: 4250.048828
	Iteration 4Q: 3 clusters Score -630329.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -630527.500000 Penalty: 4250.048828
	Iteration 5F: 3 clusters Score -630527.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -630715.937500 Penalty: 4250.048828
	Iteration 6Q: 3 clusters Score -630715.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -630869.000000 Penalty: 4250.048828
	Iteration 7Q: 3 clusters Score -630869 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -631025.375000 Penalty: 4250.048828
	Iteration 8Q: 3 clusters Score -631025.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -631151.562500 Penalty: 4250.048828
	Iteration 9Q: 3 clusters Score -631151.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -631256.000000 Penalty: 4250.048828
	Iteration 10Q: 3 clusters Score -631256 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -631359.437500 Penalty: 4250.048828
	Iteration 11Q: 3 clusters Score -631359.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -631455.312500 Penalty: 4250.048828
	Iteration 12Q: 3 clusters Score -631455.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -631540.812500 Penalty: 4250.048828
	Iteration 13Q: 3 clusters Score -631540.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -631591.375000 Penalty: 4250.048828
	Iteration 14Q: 3 clusters Score -631591.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -631638.125000 Penalty: 4250.048828
	Iteration 15Q: 3 clusters Score -631638.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -631680.562500 Penalty: 4250.048828
	Iteration 16Q: 3 clusters Score -631680.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -631722.375000 Penalty: 4250.048828
	Iteration 17Q: 3 clusters Score -631722.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -631751.875000 Penalty: 4250.048828
	Iteration 18Q: 3 clusters Score -631751.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -631766.875000 Penalty: 4250.048828
	Iteration 19Q: 3 clusters Score -631766.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -631779.062500 Penalty: 4250.048828
	Iteration 20F: 3 clusters Score -631779.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -631789.812500 Penalty: 4250.048828
	Iteration 21Q: 3 clusters Score -631789.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -631802.625000 Penalty: 4250.048828
	Iteration 22Q: 3 clusters Score -631802.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -631812.500000 Penalty: 4250.048828
	Iteration 23Q: 3 clusters Score -631812.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -631822.312500 Penalty: 4250.048828
	Iteration 24Q: 3 clusters Score -631822.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -631830.625000 Penalty: 4250.048828
	Iteration 25Q: 3 clusters Score -631830.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -631837.937500 Penalty: 4250.048828
	Iteration 26Q: 3 clusters Score -631837.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -631843.500000 Penalty: 4250.048828
	Iteration 27Q: 3 clusters Score -631843.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -631847.750000 Penalty: 4250.048828
	Iteration 28Q: 3 clusters Score -631847.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -631854.625000 Penalty: 4250.048828
	Iteration 29Q: 3 clusters Score -631854.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -631857.437500 Penalty: 4250.048828
	Iteration 30Q: 3 clusters Score -631857.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -631863.250000 Penalty: 4250.048828
	Iteration 31Q: 3 clusters Score -631863.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -631866.750000 Penalty: 4250.048828
	Iteration 32Q: 3 clusters Score -631866.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -631870.750000 Penalty: 4250.048828
	Iteration 33Q: 3 clusters Score -631870.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -631875.500000 Penalty: 4250.048828
	Iteration 34Q: 3 clusters Score -631875.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -631878.125000 Penalty: 4250.048828
	Iteration 35Q: 3 clusters Score -631878.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -631882.687500 Penalty: 4250.048828
	Iteration 36Q: 3 clusters Score -631882.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -631887.000000 Penalty: 4250.048828
	Iteration 37Q: 3 clusters Score -631887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -631889.000000 Penalty: 4250.048828
	Iteration 38Q: 3 clusters Score -631889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -631892.750000 Penalty: 4250.048828
	Iteration 39Q: 3 clusters Score -631892.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -631893.750000 Penalty: 4250.048828
	Iteration 40F: 3 clusters Score -631893.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -631896.250000 Penalty: 4250.048828
	Iteration 41Q: 3 clusters Score -631896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -631897.187500 Penalty: 4250.048828
	Iteration 42Q: 3 clusters Score -631897.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -631898.812500 Penalty: 4250.048828
	Iteration 43Q: 3 clusters Score -631898.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -631901.437500 Penalty: 4250.048828
	Iteration 44Q: 3 clusters Score -631901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -631902.062500 Penalty: 4250.048828
	Iteration 45Q: 3 clusters Score -631902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -631901.625000 Penalty: 4250.048828
	Iteration 46Q: 3 clusters Score -631901.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -631902.312500 Penalty: 4250.048828
	Iteration 47Q: 3 clusters Score -631902.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -631903.437500 Penalty: 4250.048828
	Iteration 48Q: 3 clusters Score -631903.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -631903.687500 Penalty: 4250.048828
	Iteration 49Q: 3 clusters Score -631903.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -631903.687500 Penalty: 4250.048828
	Iteration 50Q: 3 clusters Score -631903.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -631903.687500 Penalty: 4250.048828
	Iteration 51F: 3 clusters Score -631903.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (167906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167906 members 
Entering Unmasked Estep 
Score: -21349756.000000 Penalty: 2983.727539
	Iteration 0F: 2 clusters Score -2.134976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84280 members 
Mstep: Class 2 contains 83626 members 
Entering Unmasked Estep 
Score: -21240232.000000 Penalty: 5967.455078
	Iteration 0F: 3 clusters Score -2.124023e+07 nChanged 79748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -21286996.000000 Penalty: 5967.455078
	Iteration 1F: 3 clusters Score -2.1287e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93679 members 
Mstep: Class 2 contains 74227 members 
Entering Unmasked Estep 
Score: -21288430.000000 Penalty: 5967.455078
	Iteration 2Q: 3 clusters Score -2.128843e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99692 members 
Mstep: Class 2 contains 68214 members 
Entering Unmasked Estep 
Score: -21290798.000000 Penalty: 5967.455078
	Iteration 3Q: 3 clusters Score -2.12908e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108625 members 
Mstep: Class 2 contains 59281 members 
Entering Unmasked Estep 
Score: -21295350.000000 Penalty: 5967.455078
	Iteration 4F: 3 clusters Score -2.129535e+07 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121393 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -21304130.000000 Penalty: 5967.455078
	Iteration 5F: 3 clusters Score -2.130413e+07 nChanged 15886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137279 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -21318406.000000 Penalty: 5967.455078
	Iteration 6F: 3 clusters Score -2.131841e+07 nChanged 15539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152812 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -21333810.000000 Penalty: 5967.455078
	Iteration 7F: 3 clusters Score -2.133381e+07 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162528 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -21342650.000000 Penalty: 5967.455078
	Iteration 8F: 3 clusters Score -2.134265e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166289 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -21345780.000000 Penalty: 5967.455078
	Iteration 9Q: 3 clusters Score -2.134578e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167304 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -21346656.000000 Penalty: 5967.455078
	Iteration 10Q: 3 clusters Score -2.134666e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167556 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -21346890.000000 Penalty: 5967.455078
	Iteration 11Q: 3 clusters Score -2.134689e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167636 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21346966.000000 Penalty: 5967.455078
	Iteration 12Q: 3 clusters Score -2.134697e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167667 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21347054.000000 Penalty: 5967.455078
	Iteration 13Q: 3 clusters Score -2.134705e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167676 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21347076.000000 Penalty: 5967.455078
	Iteration 14Q: 3 clusters Score -2.134708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167681 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21347096.000000 Penalty: 5967.455078
	Iteration 15Q: 3 clusters Score -2.13471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167680 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21347100.000000 Penalty: 5967.455078
	Iteration 16Q: 3 clusters Score -2.13471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167682 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21347094.000000 Penalty: 5967.455078
	Iteration 17Q: 3 clusters Score -2.134709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167684 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21347104.000000 Penalty: 5967.455078
	Iteration 18Q: 3 clusters Score -2.13471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167685 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21347116.000000 Penalty: 5967.455078
	Iteration 19Q: 3 clusters Score -2.134712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167683 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21347122.000000 Penalty: 5967.455078
	Iteration 20F: 3 clusters Score -2.134712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167683 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21347134.000000 Penalty: 5967.455078
	Iteration 21Q: 3 clusters Score -2.134713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167684 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21347128.000000 Penalty: 5967.455078
	Iteration 22Q: 3 clusters Score -2.134713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167684 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21347128.000000 Penalty: 5967.455078
	Iteration 23F: 3 clusters Score -2.134713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -45291.183594 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -45291.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43810.363281 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -43810.36 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44234.089844 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -44234.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44689.878906 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -44689.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -44813.890625 Penalty: 3020.166260
	Iteration 3F: 3 clusters Score -44813.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -44915.984375 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -44915.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -44967.000000 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -44967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45002.777344 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -45002.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -45047.734375 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -45047.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -45093.152344 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -45093.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45115.359375 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -45115.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -45139.144531 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -45139.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -45157.269531 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -45157.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -45157.269531 Penalty: 3020.166260
	Iteration 12F: 3 clusters Score -45157.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Entering Unmasked Estep 
Score: -4540355.500000 Penalty: 2592.779053
	Iteration 0F: 2 clusters Score -4540356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -4516538.000000 Penalty: 5185.558105
	Iteration 0F: 3 clusters Score -4516538 nChanged 15829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -4525215.000000 Penalty: 5185.558105
	Iteration 1F: 3 clusters Score -4525215 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -4525560.500000 Penalty: 5185.558105
	Iteration 2Q: 3 clusters Score -4525560 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -4525845.000000 Penalty: 5185.558105
	Iteration 3Q: 3 clusters Score -4525845 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -4526087.500000 Penalty: 5185.558105
	Iteration 4Q: 3 clusters Score -4526088 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -4526277.500000 Penalty: 5185.558105
	Iteration 5Q: 3 clusters Score -4526278 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -4526492.000000 Penalty: 5185.558105
	Iteration 6Q: 3 clusters Score -4526492 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -4526667.000000 Penalty: 5185.558105
	Iteration 7Q: 3 clusters Score -4526667 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4526841.000000 Penalty: 5185.558105
	Iteration 8Q: 3 clusters Score -4526841 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -4527036.500000 Penalty: 5185.558105
	Iteration 9Q: 3 clusters Score -4527036 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -4527299.500000 Penalty: 5185.558105
	Iteration 10Q: 3 clusters Score -4527300 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -4527652.000000 Penalty: 5185.558105
	Iteration 11Q: 3 clusters Score -4527652 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -4528141.500000 Penalty: 5185.558105
	Iteration 12Q: 3 clusters Score -4528142 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -4528916.000000 Penalty: 5185.558105
	Iteration 13Q: 3 clusters Score -4528916 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -4530008.000000 Penalty: 5185.558105
	Iteration 14F: 3 clusters Score -4530008 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -4531445.000000 Penalty: 5185.558105
	Iteration 15F: 3 clusters Score -4531445 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -4533193.500000 Penalty: 5185.558105
	Iteration 16F: 3 clusters Score -4533194 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4534932.000000 Penalty: 5185.558105
	Iteration 17F: 3 clusters Score -4534932 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -4536321.000000 Penalty: 5185.558105
	Iteration 18Q: 3 clusters Score -4536321 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -4537150.500000 Penalty: 5185.558105
	Iteration 19Q: 3 clusters Score -4537150 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -4537576.500000 Penalty: 5185.558105
	Iteration 20F: 3 clusters Score -4537576 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -4537779.000000 Penalty: 5185.558105
	Iteration 21Q: 3 clusters Score -4537779 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -4537874.500000 Penalty: 5185.558105
	Iteration 22Q: 3 clusters Score -4537874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4537940.500000 Penalty: 5185.558105
	Iteration 23Q: 3 clusters Score -4537940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -4537980.500000 Penalty: 5185.558105
	Iteration 24Q: 3 clusters Score -4537980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -4537998.500000 Penalty: 5185.558105
	Iteration 25Q: 3 clusters Score -4537998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -4538009.000000 Penalty: 5185.558105
	Iteration 26Q: 3 clusters Score -4538009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -4538021.000000 Penalty: 5185.558105
	Iteration 27Q: 3 clusters Score -4538021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -4538025.000000 Penalty: 5185.558105
	Iteration 28Q: 3 clusters Score -4538025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4538036.000000 Penalty: 5185.558105
	Iteration 29Q: 3 clusters Score -4538036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -4538055.500000 Penalty: 5185.558105
	Iteration 30Q: 3 clusters Score -4538056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -4538070.000000 Penalty: 5185.558105
	Iteration 31Q: 3 clusters Score -4538070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -4538080.000000 Penalty: 5185.558105
	Iteration 32Q: 3 clusters Score -4538080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -4538098.500000 Penalty: 5185.558105
	Iteration 33Q: 3 clusters Score -4538098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -4538101.500000 Penalty: 5185.558105
	Iteration 34Q: 3 clusters Score -4538102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -4538108.500000 Penalty: 5185.558105
	Iteration 35Q: 3 clusters Score -4538108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -4538113.000000 Penalty: 5185.558105
	Iteration 36Q: 3 clusters Score -4538113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -4538117.500000 Penalty: 5185.558105
	Iteration 37Q: 3 clusters Score -4538118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -4538116.500000 Penalty: 5185.558105
	Iteration 38Q: 3 clusters Score -4538116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -4538115.500000 Penalty: 5185.558105
	Iteration 39Q: 3 clusters Score -4538116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -4538115.500000 Penalty: 5185.558105
	Iteration 40F: 3 clusters Score -4538116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Entering Unmasked Estep 
Score: -4111048.000000 Penalty: 2575.530518
	Iteration 0F: 2 clusters Score -4111048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -4088845.250000 Penalty: 5151.061035
	Iteration 0F: 3 clusters Score -4088845 nChanged 14692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -4096793.000000 Penalty: 5151.061035
	Iteration 1F: 3 clusters Score -4096793 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -4097211.500000 Penalty: 5151.061035
	Iteration 2Q: 3 clusters Score -4097212 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -4097609.000000 Penalty: 5151.061035
	Iteration 3Q: 3 clusters Score -4097609 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -4098041.500000 Penalty: 5151.061035
	Iteration 4Q: 3 clusters Score -4098042 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -4098482.750000 Penalty: 5151.061035
	Iteration 5Q: 3 clusters Score -4098483 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -4099018.750000 Penalty: 5151.061035
	Iteration 6Q: 3 clusters Score -4099019 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -4099760.750000 Penalty: 5151.061035
	Iteration 7Q: 3 clusters Score -4099761 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -4100787.750000 Penalty: 5151.061035
	Iteration 8Q: 3 clusters Score -4100788 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -4102020.250000 Penalty: 5151.061035
	Iteration 9Q: 3 clusters Score -4102020 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -4103341.000000 Penalty: 5151.061035
	Iteration 10Q: 3 clusters Score -4103341 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -4104527.500000 Penalty: 5151.061035
	Iteration 11Q: 3 clusters Score -4104528 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -4105416.250000 Penalty: 5151.061035
	Iteration 12Q: 3 clusters Score -4105416 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -4106016.750000 Penalty: 5151.061035
	Iteration 13Q: 3 clusters Score -4106017 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -4106419.750000 Penalty: 5151.061035
	Iteration 14Q: 3 clusters Score -4106420 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -4106724.500000 Penalty: 5151.061035
	Iteration 15Q: 3 clusters Score -4106724 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -4106902.500000 Penalty: 5151.061035
	Iteration 16Q: 3 clusters Score -4106902 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -4107092.000000 Penalty: 5151.061035
	Iteration 17Q: 3 clusters Score -4107092 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -4107244.500000 Penalty: 5151.061035
	Iteration 18Q: 3 clusters Score -4107244 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -4107354.000000 Penalty: 5151.061035
	Iteration 19Q: 3 clusters Score -4107354 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -4107437.500000 Penalty: 5151.061035
	Iteration 20F: 3 clusters Score -4107438 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -4107509.750000 Penalty: 5151.061035
	Iteration 21Q: 3 clusters Score -4107510 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -4107582.750000 Penalty: 5151.061035
	Iteration 22Q: 3 clusters Score -4107583 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -4107660.250000 Penalty: 5151.061035
	Iteration 23Q: 3 clusters Score -4107660 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -4107728.000000 Penalty: 5151.061035
	Iteration 24Q: 3 clusters Score -4107728 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -4107790.500000 Penalty: 5151.061035
	Iteration 25Q: 3 clusters Score -4107790 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -4107839.000000 Penalty: 5151.061035
	Iteration 26Q: 3 clusters Score -4107839 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -4107877.000000 Penalty: 5151.061035
	Iteration 27Q: 3 clusters Score -4107877 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -4107938.750000 Penalty: 5151.061035
	Iteration 28Q: 3 clusters Score -4107939 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -4107980.750000 Penalty: 5151.061035
	Iteration 29Q: 3 clusters Score -4107981 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -4108026.000000 Penalty: 5151.061035
	Iteration 30Q: 3 clusters Score -4108026 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -4108084.000000 Penalty: 5151.061035
	Iteration 31Q: 3 clusters Score -4108084 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -4108153.250000 Penalty: 5151.061035
	Iteration 32Q: 3 clusters Score -4108153 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -4108220.750000 Penalty: 5151.061035
	Iteration 33Q: 3 clusters Score -4108221 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -4108284.000000 Penalty: 5151.061035
	Iteration 34Q: 3 clusters Score -4108284 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -4108351.250000 Penalty: 5151.061035
	Iteration 35Q: 3 clusters Score -4108351 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -4108402.750000 Penalty: 5151.061035
	Iteration 36Q: 3 clusters Score -4108403 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -4108454.000000 Penalty: 5151.061035
	Iteration 37Q: 3 clusters Score -4108454 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -4108503.000000 Penalty: 5151.061035
	Iteration 38Q: 3 clusters Score -4108503 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -4108558.250000 Penalty: 5151.061035
	Iteration 39Q: 3 clusters Score -4108558 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -4108593.500000 Penalty: 5151.061035
	Iteration 40F: 3 clusters Score -4108594 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -4108647.750000 Penalty: 5151.061035
	Iteration 41Q: 3 clusters Score -4108648 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -4108692.500000 Penalty: 5151.061035
	Iteration 42Q: 3 clusters Score -4108692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -4108727.500000 Penalty: 5151.061035
	Iteration 43Q: 3 clusters Score -4108728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -4108752.000000 Penalty: 5151.061035
	Iteration 44Q: 3 clusters Score -4108752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -4108757.000000 Penalty: 5151.061035
	Iteration 45Q: 3 clusters Score -4108757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -4108763.000000 Penalty: 5151.061035
	Iteration 46Q: 3 clusters Score -4108763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -4108774.000000 Penalty: 5151.061035
	Iteration 47Q: 3 clusters Score -4108774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -4108785.500000 Penalty: 5151.061035
	Iteration 48Q: 3 clusters Score -4108786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -4108797.250000 Penalty: 5151.061035
	Iteration 49Q: 3 clusters Score -4108797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -4108811.250000 Penalty: 5151.061035
	Iteration 50Q: 3 clusters Score -4108811 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -4108829.000000 Penalty: 5151.061035
	Iteration 51Q: 3 clusters Score -4108829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -4108843.000000 Penalty: 5151.061035
	Iteration 52Q: 3 clusters Score -4108843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4108870.250000 Penalty: 5151.061035
	Iteration 53Q: 3 clusters Score -4108870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -4108881.750000 Penalty: 5151.061035
	Iteration 54Q: 3 clusters Score -4108882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -4108884.250000 Penalty: 5151.061035
	Iteration 55Q: 3 clusters Score -4108884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -4108885.750000 Penalty: 5151.061035
	Iteration 56Q: 3 clusters Score -4108886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -4108892.000000 Penalty: 5151.061035
	Iteration 57Q: 3 clusters Score -4108892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -4108896.000000 Penalty: 5151.061035
	Iteration 58Q: 3 clusters Score -4108896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -4108901.000000 Penalty: 5151.061035
	Iteration 59Q: 3 clusters Score -4108901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -4108905.250000 Penalty: 5151.061035
	Iteration 60F: 3 clusters Score -4108905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -4108906.500000 Penalty: 5151.061035
	Iteration 61Q: 3 clusters Score -4108906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4108905.750000 Penalty: 5151.061035
	Iteration 62Q: 3 clusters Score -4108906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4108910.500000 Penalty: 5151.061035
	Iteration 63Q: 3 clusters Score -4108910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -4108906.500000 Penalty: 5151.061035
	Iteration 64Q: 3 clusters Score -4108906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4108909.250000 Penalty: 5151.061035
	Iteration 65Q: 3 clusters Score -4108909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -4108912.250000 Penalty: 5151.061035
	Iteration 66Q: 3 clusters Score -4108912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -4108914.750000 Penalty: 5151.061035
	Iteration 67Q: 3 clusters Score -4108915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -4108916.250000 Penalty: 5151.061035
	Iteration 68Q: 3 clusters Score -4108916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -4108915.750000 Penalty: 5151.061035
	Iteration 69Q: 3 clusters Score -4108916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -4108917.500000 Penalty: 5151.061035
	Iteration 70Q: 3 clusters Score -4108918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -4108913.500000 Penalty: 5151.061035
	Iteration 71Q: 3 clusters Score -4108914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -4108913.500000 Penalty: 5151.061035
	Iteration 72F: 3 clusters Score -4108914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Entering Unmasked Estep 
Score: -9894863.000000 Penalty: 2793.927002
	Iteration 0F: 2 clusters Score -9894863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -9842726.000000 Penalty: 5587.854004
	Iteration 0F: 3 clusters Score -9842726 nChanged 36731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -9863747.000000 Penalty: 5587.854004
	Iteration 1F: 3 clusters Score -9863747 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -9864676.000000 Penalty: 5587.854004
	Iteration 2Q: 3 clusters Score -9864676 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -9865925.000000 Penalty: 5587.854004
	Iteration 3Q: 3 clusters Score -9865925 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -9867727.000000 Penalty: 5587.854004
	Iteration 4Q: 3 clusters Score -9867727 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -9870445.000000 Penalty: 5587.854004
	Iteration 5F: 3 clusters Score -9870445 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -9874401.000000 Penalty: 5587.854004
	Iteration 6F: 3 clusters Score -9874401 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -9879157.000000 Penalty: 5587.854004
	Iteration 7F: 3 clusters Score -9879157 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -9883773.000000 Penalty: 5587.854004
	Iteration 8F: 3 clusters Score -9883773 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 68958 members 
Entering Unmasked Estep 
Score: -9887249.000000 Penalty: 5587.854004
	Iteration 9F: 3 clusters Score -9887249 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 71877 members 
Entering Unmasked Estep 
Score: -9889611.000000 Penalty: 5587.854004
	Iteration 10Q: 3 clusters Score -9889611 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 73727 members 
Entering Unmasked Estep 
Score: -9891104.000000 Penalty: 5587.854004
	Iteration 11Q: 3 clusters Score -9891104 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
Score: -9891943.000000 Penalty: 5587.854004
	Iteration 12Q: 3 clusters Score -9891943 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -9892457.000000 Penalty: 5587.854004
	Iteration 13Q: 3 clusters Score -9892457 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -9892701.000000 Penalty: 5587.854004
	Iteration 14Q: 3 clusters Score -9892701 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -9892800.000000 Penalty: 5587.854004
	Iteration 15Q: 3 clusters Score -9892800 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 76158 members 
Entering Unmasked Estep 
Score: -9892899.000000 Penalty: 5587.854004
	Iteration 16Q: 3 clusters Score -9892899 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -9892942.000000 Penalty: 5587.854004
	Iteration 17Q: 3 clusters Score -9892942 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -9892995.000000 Penalty: 5587.854004
	Iteration 18Q: 3 clusters Score -9892995 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -9893050.000000 Penalty: 5587.854004
	Iteration 19Q: 3 clusters Score -9893050 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -9893098.000000 Penalty: 5587.854004
	Iteration 20F: 3 clusters Score -9893098 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 76519 members 
Entering Unmasked Estep 
Score: -9893158.000000 Penalty: 5587.854004
	Iteration 21Q: 3 clusters Score -9893158 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 76564 members 
Entering Unmasked Estep 
Score: -9893200.000000 Penalty: 5587.854004
	Iteration 22Q: 3 clusters Score -9893200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -9893333.000000 Penalty: 5587.854004
	Iteration 23Q: 3 clusters Score -9893333 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -9893609.000000 Penalty: 5587.854004
	Iteration 24Q: 3 clusters Score -9893609 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 76665 members 
Entering Unmasked Estep 
Score: -9893840.000000 Penalty: 5587.854004
	Iteration 25Q: 3 clusters Score -9893840 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 76596 members 
Entering Unmasked Estep 
Score: -9893936.000000 Penalty: 5587.854004
	Iteration 26Q: 3 clusters Score -9893936 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 76524 members 
Entering Unmasked Estep 
Score: -9894019.000000 Penalty: 5587.854004
	Iteration 27Q: 3 clusters Score -9894019 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 76455 members 
Entering Unmasked Estep 
Score: -9894076.000000 Penalty: 5587.854004
	Iteration 28Q: 3 clusters Score -9894076 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -9894123.000000 Penalty: 5587.854004
	Iteration 29Q: 3 clusters Score -9894123 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 76315 members 
Entering Unmasked Estep 
Score: -9894152.000000 Penalty: 5587.854004
	Iteration 30Q: 3 clusters Score -9894152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -9894181.000000 Penalty: 5587.854004
	Iteration 31Q: 3 clusters Score -9894181 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 76211 members 
Entering Unmasked Estep 
Score: -9894212.000000 Penalty: 5587.854004
	Iteration 32Q: 3 clusters Score -9894212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 76169 members 
Entering Unmasked Estep 
Score: -9894232.000000 Penalty: 5587.854004
	Iteration 33Q: 3 clusters Score -9894232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 76134 members 
Entering Unmasked Estep 
Score: -9894230.000000 Penalty: 5587.854004
	Iteration 34Q: 3 clusters Score -9894230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 76116 members 
Entering Unmasked Estep 
Score: -9894237.000000 Penalty: 5587.854004
	Iteration 35Q: 3 clusters Score -9894237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 76097 members 
Entering Unmasked Estep 
Score: -9894231.000000 Penalty: 5587.854004
	Iteration 36Q: 3 clusters Score -9894231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 76079 members 
Entering Unmasked Estep 
Score: -9894240.000000 Penalty: 5587.854004
	Iteration 37Q: 3 clusters Score -9894240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 76066 members 
Entering Unmasked Estep 
Score: -9894252.000000 Penalty: 5587.854004
	Iteration 38Q: 3 clusters Score -9894252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 76049 members 
Entering Unmasked Estep 
Score: -9894257.000000 Penalty: 5587.854004
	Iteration 39Q: 3 clusters Score -9894257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 76032 members 
Entering Unmasked Estep 
Score: -9894262.000000 Penalty: 5587.854004
	Iteration 40F: 3 clusters Score -9894262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 76021 members 
Entering Unmasked Estep 
Score: -9894267.000000 Penalty: 5587.854004
	Iteration 41Q: 3 clusters Score -9894267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 76009 members 
Entering Unmasked Estep 
Score: -9894263.000000 Penalty: 5587.854004
	Iteration 42Q: 3 clusters Score -9894263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 76002 members 
Entering Unmasked Estep 
Score: -9894258.000000 Penalty: 5587.854004
	Iteration 43Q: 3 clusters Score -9894258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 75995 members 
Entering Unmasked Estep 
Score: -9894256.000000 Penalty: 5587.854004
	Iteration 44Q: 3 clusters Score -9894256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 75990 members 
Entering Unmasked Estep 
Score: -9894265.000000 Penalty: 5587.854004
	Iteration 45Q: 3 clusters Score -9894265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 75985 members 
Entering Unmasked Estep 
Score: -9894257.000000 Penalty: 5587.854004
	Iteration 46Q: 3 clusters Score -9894257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -9894264.000000 Penalty: 5587.854004
	Iteration 47Q: 3 clusters Score -9894264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -9894259.000000 Penalty: 5587.854004
	Iteration 48Q: 3 clusters Score -9894259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 75957 members 
Entering Unmasked Estep 
Score: -9894256.000000 Penalty: 5587.854004
	Iteration 49Q: 3 clusters Score -9894256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
Score: -9894262.000000 Penalty: 5587.854004
	Iteration 50Q: 3 clusters Score -9894262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 75940 members 
Entering Unmasked Estep 
Score: -9894261.000000 Penalty: 5587.854004
	Iteration 51Q: 3 clusters Score -9894261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 75933 members 
Entering Unmasked Estep 
Score: -9894247.000000 Penalty: 5587.854004
	Iteration 52Q: 3 clusters Score -9894247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -9894258.000000 Penalty: 5587.854004
	Iteration 53Q: 3 clusters Score -9894258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 75920 members 
Entering Unmasked Estep 
Score: -9894262.000000 Penalty: 5587.854004
	Iteration 54Q: 3 clusters Score -9894262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -9894256.000000 Penalty: 5587.854004
	Iteration 55Q: 3 clusters Score -9894256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 75915 members 
Entering Unmasked Estep 
Score: -9894255.000000 Penalty: 5587.854004
	Iteration 56Q: 3 clusters Score -9894255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -9894262.000000 Penalty: 5587.854004
	Iteration 57Q: 3 clusters Score -9894262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -9894264.000000 Penalty: 5587.854004
	Iteration 58Q: 3 clusters Score -9894264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -9894264.000000 Penalty: 5587.854004
	Iteration 59F: 3 clusters Score -9894264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Entering Unmasked Estep 
Score: -4029708.500000 Penalty: 2563.918701
	Iteration 0F: 2 clusters Score -4029708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -4008541.250000 Penalty: 5127.837402
	Iteration 0F: 3 clusters Score -4008541 nChanged 13843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -4015920.500000 Penalty: 5127.837402
	Iteration 1F: 3 clusters Score -4015920 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -4016291.250000 Penalty: 5127.837402
	Iteration 2Q: 3 clusters Score -4016291 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -4016573.250000 Penalty: 5127.837402
	Iteration 3Q: 3 clusters Score -4016573 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -4016816.750000 Penalty: 5127.837402
	Iteration 4Q: 3 clusters Score -4016817 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4017048.500000 Penalty: 5127.837402
	Iteration 5Q: 3 clusters Score -4017048 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -4017250.500000 Penalty: 5127.837402
	Iteration 6Q: 3 clusters Score -4017250 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -4017488.500000 Penalty: 5127.837402
	Iteration 7Q: 3 clusters Score -4017488 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -4017748.250000 Penalty: 5127.837402
	Iteration 8Q: 3 clusters Score -4017748 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -4018122.500000 Penalty: 5127.837402
	Iteration 9Q: 3 clusters Score -4018122 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -4018612.750000 Penalty: 5127.837402
	Iteration 10Q: 3 clusters Score -4018613 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -4019398.000000 Penalty: 5127.837402
	Iteration 11Q: 3 clusters Score -4019398 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -4020577.000000 Penalty: 5127.837402
	Iteration 12F: 3 clusters Score -4020577 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -4022193.750000 Penalty: 5127.837402
	Iteration 13F: 3 clusters Score -4022194 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -4023978.000000 Penalty: 5127.837402
	Iteration 14F: 3 clusters Score -4023978 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -4025483.750000 Penalty: 5127.837402
	Iteration 15F: 3 clusters Score -4025484 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -4026453.000000 Penalty: 5127.837402
	Iteration 16Q: 3 clusters Score -4026453 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -4026950.750000 Penalty: 5127.837402
	Iteration 17Q: 3 clusters Score -4026951 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -4027182.750000 Penalty: 5127.837402
	Iteration 18Q: 3 clusters Score -4027183 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -4027284.750000 Penalty: 5127.837402
	Iteration 19Q: 3 clusters Score -4027285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -4027332.750000 Penalty: 5127.837402
	Iteration 20F: 3 clusters Score -4027333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -4027356.000000 Penalty: 5127.837402
	Iteration 21Q: 3 clusters Score -4027356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -4027367.750000 Penalty: 5127.837402
	Iteration 22Q: 3 clusters Score -4027368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -4027378.750000 Penalty: 5127.837402
	Iteration 23Q: 3 clusters Score -4027379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -4027384.250000 Penalty: 5127.837402
	Iteration 24Q: 3 clusters Score -4027384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -4027384.250000 Penalty: 5127.837402
	Iteration 25F: 3 clusters Score -4027384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (139396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139396 members 
Entering Unmasked Estep 
Score: -17750894.000000 Penalty: 2937.578369
	Iteration 0F: 2 clusters Score -1.775089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69633 members 
Mstep: Class 2 contains 69763 members 
Entering Unmasked Estep 
Score: -17659216.000000 Penalty: 5875.156738
	Iteration 0F: 3 clusters Score -1.765922e+07 nChanged 66376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 71307 members 
Entering Unmasked Estep 
Score: -17697606.000000 Penalty: 5875.156738
	Iteration 1F: 3 clusters Score -1.769761e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 72489 members 
Entering Unmasked Estep 
Score: -17698328.000000 Penalty: 5875.156738
	Iteration 2Q: 3 clusters Score -1.769833e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 74225 members 
Entering Unmasked Estep 
Score: -17699268.000000 Penalty: 5875.156738
	Iteration 3Q: 3 clusters Score -1.769927e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 76891 members 
Entering Unmasked Estep 
Score: -17700296.000000 Penalty: 5875.156738
	Iteration 4Q: 3 clusters Score -1.77003e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -17701990.000000 Penalty: 5875.156738
	Iteration 5Q: 3 clusters Score -1.770199e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -17705058.000000 Penalty: 5875.156738
	Iteration 6Q: 3 clusters Score -1.770506e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -17709990.000000 Penalty: 5875.156738
	Iteration 7F: 3 clusters Score -1.770999e+07 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 105368 members 
Entering Unmasked Estep 
Score: -17717978.000000 Penalty: 5875.156738
	Iteration 8F: 3 clusters Score -1.771798e+07 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 116604 members 
Entering Unmasked Estep 
Score: -17728478.000000 Penalty: 5875.156738
	Iteration 9F: 3 clusters Score -1.772848e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 126213 members 
Entering Unmasked Estep 
Score: -17737700.000000 Penalty: 5875.156738
	Iteration 10F: 3 clusters Score -1.77377e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 132478 members 
Entering Unmasked Estep 
Score: -17743624.000000 Penalty: 5875.156738
	Iteration 11Q: 3 clusters Score -1.774362e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 135634 members 
Entering Unmasked Estep 
Score: -17746670.000000 Penalty: 5875.156738
	Iteration 12Q: 3 clusters Score -1.774667e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 136954 members 
Entering Unmasked Estep 
Score: -17747802.000000 Penalty: 5875.156738
	Iteration 13Q: 3 clusters Score -1.77478e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 137528 members 
Entering Unmasked Estep 
Score: -17748332.000000 Penalty: 5875.156738
	Iteration 14Q: 3 clusters Score -1.774833e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 137785 members 
Entering Unmasked Estep 
Score: -17748698.000000 Penalty: 5875.156738
	Iteration 15Q: 3 clusters Score -1.77487e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 137894 members 
Entering Unmasked Estep 
Score: -17748860.000000 Penalty: 5875.156738
	Iteration 16Q: 3 clusters Score -1.774886e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 137951 members 
Entering Unmasked Estep 
Score: -17748946.000000 Penalty: 5875.156738
	Iteration 17Q: 3 clusters Score -1.774895e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 137993 members 
Entering Unmasked Estep 
Score: -17749032.000000 Penalty: 5875.156738
	Iteration 18Q: 3 clusters Score -1.774903e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 138028 members 
Entering Unmasked Estep 
Score: -17749064.000000 Penalty: 5875.156738
	Iteration 19Q: 3 clusters Score -1.774906e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 138047 members 
Entering Unmasked Estep 
Score: -17749080.000000 Penalty: 5875.156738
	Iteration 20F: 3 clusters Score -1.774908e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 138060 members 
Entering Unmasked Estep 
Score: -17749104.000000 Penalty: 5875.156738
	Iteration 21Q: 3 clusters Score -1.77491e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 138078 members 
Entering Unmasked Estep 
Score: -17749094.000000 Penalty: 5875.156738
	Iteration 22Q: 3 clusters Score -1.774909e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 138095 members 
Entering Unmasked Estep 
Score: -17749114.000000 Penalty: 5875.156738
	Iteration 23Q: 3 clusters Score -1.774911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 138112 members 
Entering Unmasked Estep 
Score: -17749124.000000 Penalty: 5875.156738
	Iteration 24Q: 3 clusters Score -1.774912e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 138130 members 
Entering Unmasked Estep 
Score: -17749122.000000 Penalty: 5875.156738
	Iteration 25Q: 3 clusters Score -1.774912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 138145 members 
Entering Unmasked Estep 
Score: -17749122.000000 Penalty: 5875.156738
	Iteration 26Q: 3 clusters Score -1.774912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 138157 members 
Entering Unmasked Estep 
Score: -17749100.000000 Penalty: 5875.156738
	Iteration 27Q: 3 clusters Score -1.77491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 138165 members 
Entering Unmasked Estep 
Score: -17749114.000000 Penalty: 5875.156738
	Iteration 28Q: 3 clusters Score -1.774911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 138171 members 
Entering Unmasked Estep 
Score: -17749118.000000 Penalty: 5875.156738
	Iteration 29Q: 3 clusters Score -1.774912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 138169 members 
Entering Unmasked Estep 
Score: -17749118.000000 Penalty: 5875.156738
	Iteration 30Q: 3 clusters Score -1.774912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 138169 members 
Entering Unmasked Estep 
Score: -17749126.000000 Penalty: 5875.156738
	Iteration 31Q: 3 clusters Score -1.774913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 138166 members 
Entering Unmasked Estep 
Score: -17749128.000000 Penalty: 5875.156738
	Iteration 32Q: 3 clusters Score -1.774913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 138166 members 
Entering Unmasked Estep 
Score: -17749116.000000 Penalty: 5875.156738
	Iteration 33Q: 3 clusters Score -1.774912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 138167 members 
Entering Unmasked Estep 
Score: -17749130.000000 Penalty: 5875.156738
	Iteration 34Q: 3 clusters Score -1.774913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 138168 members 
Entering Unmasked Estep 
Score: -17749124.000000 Penalty: 5875.156738
	Iteration 35Q: 3 clusters Score -1.774912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 138168 members 
Entering Unmasked Estep 
Score: -17749124.000000 Penalty: 5875.156738
	Iteration 36F: 3 clusters Score -1.774912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (149895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149895 members 
Entering Unmasked Estep 
Score: -19207368.000000 Penalty: 2955.587158
	Iteration 0F: 2 clusters Score -1.920737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75237 members 
Mstep: Class 2 contains 74658 members 
Entering Unmasked Estep 
Score: -19109738.000000 Penalty: 5911.174316
	Iteration 0F: 3 clusters Score -1.910974e+07 nChanged 71597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79438 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -19151190.000000 Penalty: 5911.174316
	Iteration 1F: 3 clusters Score -1.915119e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Mstep: Class 2 contains 67694 members 
Entering Unmasked Estep 
Score: -19152650.000000 Penalty: 5911.174316
	Iteration 2Q: 3 clusters Score -1.915265e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86545 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -19154666.000000 Penalty: 5911.174316
	Iteration 3Q: 3 clusters Score -1.915467e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92909 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -19158686.000000 Penalty: 5911.174316
	Iteration 4F: 3 clusters Score -1.915869e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -19165350.000000 Penalty: 5911.174316
	Iteration 5F: 3 clusters Score -1.916535e+07 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113035 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -19175206.000000 Penalty: 5911.174316
	Iteration 6F: 3 clusters Score -1.917521e+07 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124553 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -19186892.000000 Penalty: 5911.174316
	Iteration 7F: 3 clusters Score -1.918689e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133623 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -19195864.000000 Penalty: 5911.174316
	Iteration 8F: 3 clusters Score -1.919586e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139143 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -19201256.000000 Penalty: 5911.174316
	Iteration 9Q: 3 clusters Score -1.920126e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141989 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -19203974.000000 Penalty: 5911.174316
	Iteration 10Q: 3 clusters Score -1.920397e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143590 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -19205040.000000 Penalty: 5911.174316
	Iteration 11Q: 3 clusters Score -1.920504e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144692 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -19205544.000000 Penalty: 5911.174316
	Iteration 12Q: 3 clusters Score -1.920554e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145542 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -19205792.000000 Penalty: 5911.174316
	Iteration 13Q: 3 clusters Score -1.920579e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146213 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -19205912.000000 Penalty: 5911.174316
	Iteration 14Q: 3 clusters Score -1.920591e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146784 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -19205932.000000 Penalty: 5911.174316
	Iteration 15Q: 3 clusters Score -1.920593e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147228 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -19205886.000000 Penalty: 5911.174316
	Iteration 16Q: 3 clusters Score -1.920589e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147579 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -19205788.000000 Penalty: 5911.174316
	Iteration 17Q: 3 clusters Score -1.920579e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147850 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -19205784.000000 Penalty: 5911.174316
	Iteration 18Q: 3 clusters Score -1.920578e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148047 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -19205764.000000 Penalty: 5911.174316
	Iteration 19Q: 3 clusters Score -1.920576e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148202 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -19205718.000000 Penalty: 5911.174316
	Iteration 20F: 3 clusters Score -1.920572e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148324 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -19205694.000000 Penalty: 5911.174316
	Iteration 21Q: 3 clusters Score -1.920569e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148422 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -19205666.000000 Penalty: 5911.174316
	Iteration 22Q: 3 clusters Score -1.920567e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148498 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -19205674.000000 Penalty: 5911.174316
	Iteration 23Q: 3 clusters Score -1.920567e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148559 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -19205692.000000 Penalty: 5911.174316
	Iteration 24Q: 3 clusters Score -1.920569e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148608 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -19205670.000000 Penalty: 5911.174316
	Iteration 25Q: 3 clusters Score -1.920567e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148646 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -19205684.000000 Penalty: 5911.174316
	Iteration 26Q: 3 clusters Score -1.920568e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148683 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -19205648.000000 Penalty: 5911.174316
	Iteration 27Q: 3 clusters Score -1.920565e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148708 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -19205642.000000 Penalty: 5911.174316
	Iteration 28Q: 3 clusters Score -1.920564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148727 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -19205628.000000 Penalty: 5911.174316
	Iteration 29Q: 3 clusters Score -1.920563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148739 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -19205628.000000 Penalty: 5911.174316
	Iteration 30Q: 3 clusters Score -1.920563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148746 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -19205618.000000 Penalty: 5911.174316
	Iteration 31Q: 3 clusters Score -1.920562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148756 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -19205612.000000 Penalty: 5911.174316
	Iteration 32Q: 3 clusters Score -1.920561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148763 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -19205612.000000 Penalty: 5911.174316
	Iteration 33Q: 3 clusters Score -1.920561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148768 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -19205602.000000 Penalty: 5911.174316
	Iteration 34Q: 3 clusters Score -1.92056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148773 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -19205610.000000 Penalty: 5911.174316
	Iteration 35Q: 3 clusters Score -1.920561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148774 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -19205606.000000 Penalty: 5911.174316
	Iteration 36Q: 3 clusters Score -1.920561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148775 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -19205608.000000 Penalty: 5911.174316
	Iteration 37Q: 3 clusters Score -1.920561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148776 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -19205608.000000 Penalty: 5911.174316
	Iteration 38Q: 3 clusters Score -1.920561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148779 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -19205614.000000 Penalty: 5911.174316
	Iteration 39Q: 3 clusters Score -1.920561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148781 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -19205610.000000 Penalty: 5911.174316
	Iteration 40F: 3 clusters Score -1.920561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148782 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -19205608.000000 Penalty: 5911.174316
	Iteration 41Q: 3 clusters Score -1.920561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148782 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -19205608.000000 Penalty: 5911.174316
	Iteration 42F: 3 clusters Score -1.920561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Entering Unmasked Estep 
Score: -270643.718750 Penalty: 1904.454346
	Iteration 0F: 2 clusters Score -270643.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -267898.093750 Penalty: 3808.908691
	Iteration 0F: 3 clusters Score -267898.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -268371.375000 Penalty: 3808.908691
	Iteration 1F: 3 clusters Score -268371.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -268516.281250 Penalty: 3808.908691
	Iteration 2F: 3 clusters Score -268516.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -268611.968750 Penalty: 3808.908691
	Iteration 3Q: 3 clusters Score -268612 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -268667.750000 Penalty: 3808.908691
	Iteration 4Q: 3 clusters Score -268667.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -268705.656250 Penalty: 3808.908691
	Iteration 5Q: 3 clusters Score -268705.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -268738.531250 Penalty: 3808.908691
	Iteration 6Q: 3 clusters Score -268738.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -268763.062500 Penalty: 3808.908691
	Iteration 7Q: 3 clusters Score -268763.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -268780.531250 Penalty: 3808.908691
	Iteration 8Q: 3 clusters Score -268780.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -268791.656250 Penalty: 3808.908691
	Iteration 9Q: 3 clusters Score -268791.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -268797.437500 Penalty: 3808.908691
	Iteration 10Q: 3 clusters Score -268797.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -268803.812500 Penalty: 3808.908691
	Iteration 11Q: 3 clusters Score -268803.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -268809.812500 Penalty: 3808.908691
	Iteration 12Q: 3 clusters Score -268809.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -268812.375000 Penalty: 3808.908691
	Iteration 13Q: 3 clusters Score -268812.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -268815.500000 Penalty: 3808.908691
	Iteration 14Q: 3 clusters Score -268815.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -268818.281250 Penalty: 3808.908691
	Iteration 15Q: 3 clusters Score -268818.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -268821.500000 Penalty: 3808.908691
	Iteration 16Q: 3 clusters Score -268821.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -268823.593750 Penalty: 3808.908691
	Iteration 17Q: 3 clusters Score -268823.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -268827.312500 Penalty: 3808.908691
	Iteration 18Q: 3 clusters Score -268827.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -268829.031250 Penalty: 3808.908691
	Iteration 19Q: 3 clusters Score -268829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -268834.500000 Penalty: 3808.908691
	Iteration 20F: 3 clusters Score -268834.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -268839.812500 Penalty: 3808.908691
	Iteration 21Q: 3 clusters Score -268839.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -268842.406250 Penalty: 3808.908691
	Iteration 22Q: 3 clusters Score -268842.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -268844.812500 Penalty: 3808.908691
	Iteration 23Q: 3 clusters Score -268844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -268847.156250 Penalty: 3808.908691
	Iteration 24Q: 3 clusters Score -268847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -268848.781250 Penalty: 3808.908691
	Iteration 25Q: 3 clusters Score -268848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -268850.218750 Penalty: 3808.908691
	Iteration 26Q: 3 clusters Score -268850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -268850.656250 Penalty: 3808.908691
	Iteration 27Q: 3 clusters Score -268850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -268851.843750 Penalty: 3808.908691
	Iteration 28Q: 3 clusters Score -268851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -268852.781250 Penalty: 3808.908691
	Iteration 29Q: 3 clusters Score -268852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -268853.062500 Penalty: 3808.908691
	Iteration 30Q: 3 clusters Score -268853.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -268853.843750 Penalty: 3808.908691
	Iteration 31Q: 3 clusters Score -268853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -268854.718750 Penalty: 3808.908691
	Iteration 32Q: 3 clusters Score -268854.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -268854.718750 Penalty: 3808.908691
	Iteration 33F: 3 clusters Score -268854.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -243892.140625 Penalty: 1880.519165
	Iteration 0F: 2 clusters Score -243892.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -241321.843750 Penalty: 3761.038330
	Iteration 0F: 3 clusters Score -241321.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -241745.531250 Penalty: 3761.038330
	Iteration 1F: 3 clusters Score -241745.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -241857.500000 Penalty: 3761.038330
	Iteration 2F: 3 clusters Score -241857.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -241920.578125 Penalty: 3761.038330
	Iteration 3Q: 3 clusters Score -241920.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -241969.296875 Penalty: 3761.038330
	Iteration 4Q: 3 clusters Score -241969.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -241995.625000 Penalty: 3761.038330
	Iteration 5Q: 3 clusters Score -241995.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -242014.671875 Penalty: 3761.038330
	Iteration 6Q: 3 clusters Score -242014.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -242032.906250 Penalty: 3761.038330
	Iteration 7Q: 3 clusters Score -242032.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -242047.046875 Penalty: 3761.038330
	Iteration 8Q: 3 clusters Score -242047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -242066.890625 Penalty: 3761.038330
	Iteration 9Q: 3 clusters Score -242066.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -242084.000000 Penalty: 3761.038330
	Iteration 10Q: 3 clusters Score -242084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -242100.921875 Penalty: 3761.038330
	Iteration 11Q: 3 clusters Score -242100.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -242117.671875 Penalty: 3761.038330
	Iteration 12Q: 3 clusters Score -242117.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -242148.156250 Penalty: 3761.038330
	Iteration 13Q: 3 clusters Score -242148.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -242169.265625 Penalty: 3761.038330
	Iteration 14Q: 3 clusters Score -242169.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -242182.328125 Penalty: 3761.038330
	Iteration 15Q: 3 clusters Score -242182.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -242195.531250 Penalty: 3761.038330
	Iteration 16Q: 3 clusters Score -242195.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -242222.312500 Penalty: 3761.038330
	Iteration 17Q: 3 clusters Score -242222.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -242233.421875 Penalty: 3761.038330
	Iteration 18Q: 3 clusters Score -242233.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -242247.593750 Penalty: 3761.038330
	Iteration 19Q: 3 clusters Score -242247.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -242261.390625 Penalty: 3761.038330
	Iteration 20F: 3 clusters Score -242261.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -242271.250000 Penalty: 3761.038330
	Iteration 21Q: 3 clusters Score -242271.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -242281.406250 Penalty: 3761.038330
	Iteration 22Q: 3 clusters Score -242281.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -242291.062500 Penalty: 3761.038330
	Iteration 23Q: 3 clusters Score -242291.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -242300.171875 Penalty: 3761.038330
	Iteration 24Q: 3 clusters Score -242300.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -242311.750000 Penalty: 3761.038330
	Iteration 25Q: 3 clusters Score -242311.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -242317.203125 Penalty: 3761.038330
	Iteration 26Q: 3 clusters Score -242317.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -242320.890625 Penalty: 3761.038330
	Iteration 27Q: 3 clusters Score -242320.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -242323.500000 Penalty: 3761.038330
	Iteration 28Q: 3 clusters Score -242323.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -242326.453125 Penalty: 3761.038330
	Iteration 29Q: 3 clusters Score -242326.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -242331.875000 Penalty: 3761.038330
	Iteration 30Q: 3 clusters Score -242331.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -242337.312500 Penalty: 3761.038330
	Iteration 31Q: 3 clusters Score -242337.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -242341.578125 Penalty: 3761.038330
	Iteration 32Q: 3 clusters Score -242341.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -242346.890625 Penalty: 3761.038330
	Iteration 33Q: 3 clusters Score -242346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -242348.468750 Penalty: 3761.038330
	Iteration 34Q: 3 clusters Score -242348.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -242354.328125 Penalty: 3761.038330
	Iteration 35Q: 3 clusters Score -242354.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -242359.781250 Penalty: 3761.038330
	Iteration 36Q: 3 clusters Score -242359.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -242363.765625 Penalty: 3761.038330
	Iteration 37Q: 3 clusters Score -242363.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -242367.750000 Penalty: 3761.038330
	Iteration 38Q: 3 clusters Score -242367.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -242372.359375 Penalty: 3761.038330
	Iteration 39Q: 3 clusters Score -242372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -242375.671875 Penalty: 3761.038330
	Iteration 40F: 3 clusters Score -242375.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -242377.546875 Penalty: 3761.038330
	Iteration 41Q: 3 clusters Score -242377.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -242378.437500 Penalty: 3761.038330
	Iteration 42Q: 3 clusters Score -242378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -242378.968750 Penalty: 3761.038330
	Iteration 43Q: 3 clusters Score -242379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -242378.968750 Penalty: 3761.038330
	Iteration 44F: 3 clusters Score -242379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -56128.519531 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -56128.52 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 285 members 
Entering Unmasked Estep 
Score: -54683.179688 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -54683.18 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -55692.941406 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -55692.94 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -56025.300781 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -56025.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -56211.082031 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -56211.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -56283.589844 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -56283.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -56302.585938 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -56302.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -56315.535156 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -56315.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -56338.593750 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -56338.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -56341.218750 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -56341.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -56341.218750 Penalty: 3126.099121
	Iteration 9F: 3 clusters Score -56341.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54610 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 39019 members 
Mstep: Class 5 contains 14966 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150982 members 
Mstep: Class 8 contains 119989 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 108310 members 
Mstep: Class 11 contains 9422 members 
Mstep: Class 12 contains 146904 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 167906 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 34709 members 
Mstep: Class 17 contains 32377 members 
Mstep: Class 18 contains 78107 members 
Mstep: Class 19 contains 30896 members 
Mstep: Class 20 contains 139396 members 
Mstep: Class 21 contains 149895 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 79 members 
Mstep: Class 25 contains 467 members 
Entering Unmasked Estep 
Score: -161303360.000000 Penalty: 87239.546875
Splitting cluster 24 changes total score from -161305184.000000 to -161303360.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54610 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 39019 members 
Mstep: Class 5 contains 14966 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150982 members 
Mstep: Class 8 contains 119989 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 108310 members 
Mstep: Class 11 contains 9422 members 
Mstep: Class 12 contains 146904 members 
Mstep: Class 13 contains 5264 members 
Mstep: Class 14 contains 167906 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 34709 members 
Mstep: Class 17 contains 32377 members 
Mstep: Class 18 contains 78107 members 
Mstep: Class 19 contains 30896 members 
Mstep: Class 20 contains 139396 members 
Mstep: Class 21 contains 149895 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305216.000000 Penalty: 83749.968750
Iteration 239Q: 25 clusters Score -1.613052e+08 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54581 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 39012 members 
Mstep: Class 5 contains 14945 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151014 members 
Mstep: Class 8 contains 120269 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 108216 members 
Mstep: Class 11 contains 9422 members 
Mstep: Class 12 contains 146867 members 
Mstep: Class 13 contains 5263 members 
Mstep: Class 14 contains 167869 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 34363 members 
Mstep: Class 17 contains 32456 members 
Mstep: Class 18 contains 78099 members 
Mstep: Class 19 contains 31139 members 
Mstep: Class 20 contains 139355 members 
Mstep: Class 21 contains 149881 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305296.000000 Penalty: 83749.968750
Iteration 240F: 25 clusters Score -1.613053e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54569 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 39006 members 
Mstep: Class 5 contains 14909 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151031 members 
Mstep: Class 8 contains 120576 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 108111 members 
Mstep: Class 11 contains 9418 members 
Mstep: Class 12 contains 146826 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 167845 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 34014 members 
Mstep: Class 17 contains 32528 members 
Mstep: Class 18 contains 78089 members 
Mstep: Class 19 contains 31386 members 
Mstep: Class 20 contains 139323 members 
Mstep: Class 21 contains 149861 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305040.000000 Penalty: 83749.968750
Iteration 241Q: 25 clusters Score -1.61305e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54559 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 38994 members 
Mstep: Class 5 contains 14865 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151042 members 
Mstep: Class 8 contains 120883 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 108005 members 
Mstep: Class 11 contains 9418 members 
Mstep: Class 12 contains 146808 members 
Mstep: Class 13 contains 5257 members 
Mstep: Class 14 contains 167823 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 33624 members 
Mstep: Class 17 contains 32590 members 
Mstep: Class 18 contains 78082 members 
Mstep: Class 19 contains 31632 members 
Mstep: Class 20 contains 139286 members 
Mstep: Class 21 contains 149883 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305344.000000 Penalty: 83749.968750
Iteration 242Q: 25 clusters Score -1.613053e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54541 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 38977 members 
Mstep: Class 5 contains 14842 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 151007 members 
Mstep: Class 8 contains 121140 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 107904 members 
Mstep: Class 11 contains 9419 members 
Mstep: Class 12 contains 146805 members 
Mstep: Class 13 contains 5251 members 
Mstep: Class 14 contains 167816 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 33266 members 
Mstep: Class 17 contains 32647 members 
Mstep: Class 18 contains 78083 members 
Mstep: Class 19 contains 31908 members 
Mstep: Class 20 contains 139243 members 
Mstep: Class 21 contains 149902 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305456.000000 Penalty: 83749.968750
Iteration 243Q: 25 clusters Score -1.613055e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54520 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 38985 members 
Mstep: Class 5 contains 14836 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150943 members 
Mstep: Class 8 contains 121409 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 107804 members 
Mstep: Class 11 contains 9417 members 
Mstep: Class 12 contains 146740 members 
Mstep: Class 13 contains 5243 members 
Mstep: Class 14 contains 167813 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 32922 members 
Mstep: Class 17 contains 32722 members 
Mstep: Class 18 contains 78092 members 
Mstep: Class 19 contains 32174 members 
Mstep: Class 20 contains 139209 members 
Mstep: Class 21 contains 149922 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305392.000000 Penalty: 83749.968750
Iteration 244Q: 25 clusters Score -1.613054e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54513 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 38998 members 
Mstep: Class 5 contains 14822 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150894 members 
Mstep: Class 8 contains 121657 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 107689 members 
Mstep: Class 11 contains 9411 members 
Mstep: Class 12 contains 146717 members 
Mstep: Class 13 contains 5229 members 
Mstep: Class 14 contains 167814 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 32597 members 
Mstep: Class 17 contains 32773 members 
Mstep: Class 18 contains 78105 members 
Mstep: Class 19 contains 32462 members 
Mstep: Class 20 contains 139142 members 
Mstep: Class 21 contains 149928 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305648.000000 Penalty: 83749.968750
Iteration 245Q: 25 clusters Score -1.613056e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54508 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 39005 members 
Mstep: Class 5 contains 14806 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150881 members 
Mstep: Class 8 contains 121914 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 107597 members 
Mstep: Class 11 contains 9407 members 
Mstep: Class 12 contains 146708 members 
Mstep: Class 13 contains 5218 members 
Mstep: Class 14 contains 167810 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 32277 members 
Mstep: Class 17 contains 32825 members 
Mstep: Class 18 contains 78103 members 
Mstep: Class 19 contains 32709 members 
Mstep: Class 20 contains 139085 members 
Mstep: Class 21 contains 149898 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305856.000000 Penalty: 83749.968750
Iteration 246Q: 25 clusters Score -1.613059e+08 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54502 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 39004 members 
Mstep: Class 5 contains 14787 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150866 members 
Mstep: Class 8 contains 122165 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 107512 members 
Mstep: Class 11 contains 9404 members 
Mstep: Class 12 contains 146686 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 167798 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 31961 members 
Mstep: Class 17 contains 32882 members 
Mstep: Class 18 contains 78110 members 
Mstep: Class 19 contains 32941 members 
Mstep: Class 20 contains 139037 members 
Mstep: Class 21 contains 149886 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305728.000000 Penalty: 83749.968750
Iteration 247Q: 25 clusters Score -1.613057e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54497 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 39021 members 
Mstep: Class 5 contains 14760 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150878 members 
Mstep: Class 8 contains 122450 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 107425 members 
Mstep: Class 11 contains 9397 members 
Mstep: Class 12 contains 146632 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 167794 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 31656 members 
Mstep: Class 17 contains 32922 members 
Mstep: Class 18 contains 78096 members 
Mstep: Class 19 contains 33169 members 
Mstep: Class 20 contains 138960 members 
Mstep: Class 21 contains 149896 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305712.000000 Penalty: 83749.968750
Iteration 248Q: 25 clusters Score -1.613057e+08 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54499 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 39016 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150889 members 
Mstep: Class 8 contains 122727 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 107323 members 
Mstep: Class 11 contains 9391 members 
Mstep: Class 12 contains 146587 members 
Mstep: Class 13 contains 5190 members 
Mstep: Class 14 contains 167783 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 31370 members 
Mstep: Class 17 contains 32966 members 
Mstep: Class 18 contains 78080 members 
Mstep: Class 19 contains 33401 members 
Mstep: Class 20 contains 138861 members 
Mstep: Class 21 contains 149929 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305824.000000 Penalty: 83749.968750
Iteration 249Q: 25 clusters Score -1.613058e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54506 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 39003 members 
Mstep: Class 5 contains 14724 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150906 members 
Mstep: Class 8 contains 123019 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 107221 members 
Mstep: Class 11 contains 9386 members 
Mstep: Class 12 contains 146523 members 
Mstep: Class 13 contains 5179 members 
Mstep: Class 14 contains 167790 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 31059 members 
Mstep: Class 17 contains 32997 members 
Mstep: Class 18 contains 78068 members 
Mstep: Class 19 contains 33636 members 
Mstep: Class 20 contains 138771 members 
Mstep: Class 21 contains 149968 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305936.000000 Penalty: 83749.968750
Iteration 250Q: 25 clusters Score -1.613059e+08 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54509 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 38980 members 
Mstep: Class 5 contains 14717 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150933 members 
Mstep: Class 8 contains 123289 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 107099 members 
Mstep: Class 11 contains 9388 members 
Mstep: Class 12 contains 146490 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 167772 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 30766 members 
Mstep: Class 17 contains 33025 members 
Mstep: Class 18 contains 78055 members 
Mstep: Class 19 contains 33863 members 
Mstep: Class 20 contains 138712 members 
Mstep: Class 21 contains 149987 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305904.000000 Penalty: 83749.968750
Iteration 251Q: 25 clusters Score -1.613059e+08 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54517 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 38960 members 
Mstep: Class 5 contains 14718 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150936 members 
Mstep: Class 8 contains 123548 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 106983 members 
Mstep: Class 11 contains 9386 members 
Mstep: Class 12 contains 146463 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 167782 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 30487 members 
Mstep: Class 17 contains 33048 members 
Mstep: Class 18 contains 78061 members 
Mstep: Class 19 contains 34095 members 
Mstep: Class 20 contains 138639 members 
Mstep: Class 21 contains 149971 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305776.000000 Penalty: 83749.968750
Iteration 252Q: 25 clusters Score -1.613058e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54517 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 38953 members 
Mstep: Class 5 contains 14703 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150915 members 
Mstep: Class 8 contains 123832 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 106898 members 
Mstep: Class 11 contains 9383 members 
Mstep: Class 12 contains 146428 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 167758 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 33078 members 
Mstep: Class 18 contains 78059 members 
Mstep: Class 19 contains 34340 members 
Mstep: Class 20 contains 138556 members 
Mstep: Class 21 contains 149959 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305600.000000 Penalty: 83749.968750
Iteration 253Q: 25 clusters Score -1.613056e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54513 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 38957 members 
Mstep: Class 5 contains 14686 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150911 members 
Mstep: Class 8 contains 124094 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 106815 members 
Mstep: Class 11 contains 9378 members 
Mstep: Class 12 contains 146379 members 
Mstep: Class 13 contains 5156 members 
Mstep: Class 14 contains 167726 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 29948 members 
Mstep: Class 17 contains 33100 members 
Mstep: Class 18 contains 78051 members 
Mstep: Class 19 contains 34574 members 
Mstep: Class 20 contains 138483 members 
Mstep: Class 21 contains 149987 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305504.000000 Penalty: 83749.968750
Iteration 254Q: 25 clusters Score -1.613055e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54515 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 38974 members 
Mstep: Class 5 contains 14682 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150902 members 
Mstep: Class 8 contains 124383 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 106711 members 
Mstep: Class 11 contains 9375 members 
Mstep: Class 12 contains 146337 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 167676 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 33126 members 
Mstep: Class 18 contains 78036 members 
Mstep: Class 19 contains 34796 members 
Mstep: Class 20 contains 138400 members 
Mstep: Class 21 contains 150035 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305472.000000 Penalty: 83749.968750
Iteration 255Q: 25 clusters Score -1.613055e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54518 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 38971 members 
Mstep: Class 5 contains 14670 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150878 members 
Mstep: Class 8 contains 124652 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 106589 members 
Mstep: Class 11 contains 9370 members 
Mstep: Class 12 contains 146302 members 
Mstep: Class 13 contains 5137 members 
Mstep: Class 14 contains 167648 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 29379 members 
Mstep: Class 17 contains 33151 members 
Mstep: Class 18 contains 78021 members 
Mstep: Class 19 contains 35029 members 
Mstep: Class 20 contains 138309 members 
Mstep: Class 21 contains 150133 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305504.000000 Penalty: 83749.968750
Iteration 256Q: 25 clusters Score -1.613055e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54519 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 38985 members 
Mstep: Class 5 contains 14660 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150825 members 
Mstep: Class 8 contains 124925 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 106500 members 
Mstep: Class 11 contains 9365 members 
Mstep: Class 12 contains 146253 members 
Mstep: Class 13 contains 5127 members 
Mstep: Class 14 contains 167634 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 29123 members 
Mstep: Class 17 contains 33170 members 
Mstep: Class 18 contains 78012 members 
Mstep: Class 19 contains 35229 members 
Mstep: Class 20 contains 138218 members 
Mstep: Class 21 contains 150213 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305520.000000 Penalty: 83749.968750
Iteration 257Q: 25 clusters Score -1.613055e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54529 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 38986 members 
Mstep: Class 5 contains 14638 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150765 members 
Mstep: Class 8 contains 125213 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 106411 members 
Mstep: Class 11 contains 9362 members 
Mstep: Class 12 contains 146214 members 
Mstep: Class 13 contains 5122 members 
Mstep: Class 14 contains 167603 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 28850 members 
Mstep: Class 17 contains 33191 members 
Mstep: Class 18 contains 78014 members 
Mstep: Class 19 contains 35429 members 
Mstep: Class 20 contains 138137 members 
Mstep: Class 21 contains 150292 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305520.000000 Penalty: 83749.968750
Iteration 258Q: 25 clusters Score -1.613055e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54524 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 38997 members 
Mstep: Class 5 contains 14626 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150720 members 
Mstep: Class 8 contains 125494 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 106342 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 146187 members 
Mstep: Class 13 contains 5118 members 
Mstep: Class 14 contains 167582 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 28577 members 
Mstep: Class 17 contains 33222 members 
Mstep: Class 18 contains 78024 members 
Mstep: Class 19 contains 35630 members 
Mstep: Class 20 contains 138066 members 
Mstep: Class 21 contains 150290 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305296.000000 Penalty: 83749.968750
Iteration 259Q: 25 clusters Score -1.613053e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54514 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 39009 members 
Mstep: Class 5 contains 14619 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150693 members 
Mstep: Class 8 contains 125734 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 106286 members 
Mstep: Class 11 contains 9353 members 
Mstep: Class 12 contains 146156 members 
Mstep: Class 13 contains 5116 members 
Mstep: Class 14 contains 167564 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 28310 members 
Mstep: Class 17 contains 33241 members 
Mstep: Class 18 contains 78022 members 
Mstep: Class 19 contains 35830 members 
Mstep: Class 20 contains 138008 members 
Mstep: Class 21 contains 150298 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305584.000000 Penalty: 83749.968750
Iteration 260F: 25 clusters Score -1.613056e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54504 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 39005 members 
Mstep: Class 5 contains 14623 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150650 members 
Mstep: Class 8 contains 126008 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 106223 members 
Mstep: Class 11 contains 9349 members 
Mstep: Class 12 contains 146119 members 
Mstep: Class 13 contains 5115 members 
Mstep: Class 14 contains 167566 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 28020 members 
Mstep: Class 17 contains 33256 members 
Mstep: Class 18 contains 78023 members 
Mstep: Class 19 contains 36030 members 
Mstep: Class 20 contains 137952 members 
Mstep: Class 21 contains 150310 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305696.000000 Penalty: 83749.968750
Iteration 261Q: 25 clusters Score -1.613057e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54497 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 38994 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150602 members 
Mstep: Class 8 contains 126283 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 106195 members 
Mstep: Class 11 contains 9342 members 
Mstep: Class 12 contains 146067 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 167543 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 27755 members 
Mstep: Class 17 contains 33274 members 
Mstep: Class 18 contains 78027 members 
Mstep: Class 19 contains 36243 members 
Mstep: Class 20 contains 137888 members 
Mstep: Class 21 contains 150300 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305920.000000 Penalty: 83749.968750
Iteration 262Q: 25 clusters Score -1.613059e+08 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54489 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 38974 members 
Mstep: Class 5 contains 14626 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150568 members 
Mstep: Class 8 contains 126560 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 106177 members 
Mstep: Class 11 contains 9340 members 
Mstep: Class 12 contains 146021 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 167527 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 27481 members 
Mstep: Class 17 contains 33306 members 
Mstep: Class 18 contains 78036 members 
Mstep: Class 19 contains 36461 members 
Mstep: Class 20 contains 137777 members 
Mstep: Class 21 contains 150296 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306096.000000 Penalty: 83749.968750
Iteration 263Q: 25 clusters Score -1.613061e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54485 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 38941 members 
Mstep: Class 5 contains 14624 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150543 members 
Mstep: Class 8 contains 126865 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 106158 members 
Mstep: Class 11 contains 9338 members 
Mstep: Class 12 contains 145964 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 167506 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 27227 members 
Mstep: Class 17 contains 33330 members 
Mstep: Class 18 contains 78043 members 
Mstep: Class 19 contains 36678 members 
Mstep: Class 20 contains 137668 members 
Mstep: Class 21 contains 150271 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306304.000000 Penalty: 83749.968750
Iteration 264Q: 25 clusters Score -1.613063e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54486 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 38922 members 
Mstep: Class 5 contains 14615 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150531 members 
Mstep: Class 8 contains 127164 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 106107 members 
Mstep: Class 11 contains 9341 members 
Mstep: Class 12 contains 145890 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 167478 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 26966 members 
Mstep: Class 17 contains 33357 members 
Mstep: Class 18 contains 78034 members 
Mstep: Class 19 contains 36896 members 
Mstep: Class 20 contains 137560 members 
Mstep: Class 21 contains 150298 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306336.000000 Penalty: 83749.968750
Iteration 265Q: 25 clusters Score -1.613063e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54487 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 38900 members 
Mstep: Class 5 contains 14607 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150532 members 
Mstep: Class 8 contains 127445 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 106074 members 
Mstep: Class 11 contains 9346 members 
Mstep: Class 12 contains 145821 members 
Mstep: Class 13 contains 5101 members 
Mstep: Class 14 contains 167468 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 26688 members 
Mstep: Class 17 contains 33381 members 
Mstep: Class 18 contains 78041 members 
Mstep: Class 19 contains 37114 members 
Mstep: Class 20 contains 137446 members 
Mstep: Class 21 contains 150300 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306416.000000 Penalty: 83749.968750
Iteration 266Q: 25 clusters Score -1.613064e+08 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54479 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 38876 members 
Mstep: Class 5 contains 14587 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150539 members 
Mstep: Class 8 contains 127724 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 106036 members 
Mstep: Class 11 contains 9350 members 
Mstep: Class 12 contains 145768 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 167450 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 26380 members 
Mstep: Class 17 contains 33397 members 
Mstep: Class 18 contains 78036 members 
Mstep: Class 19 contains 37392 members 
Mstep: Class 20 contains 137323 members 
Mstep: Class 21 contains 150314 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306576.000000 Penalty: 83749.968750
Iteration 267Q: 25 clusters Score -1.613066e+08 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54481 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 38862 members 
Mstep: Class 5 contains 14565 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150544 members 
Mstep: Class 8 contains 127989 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 106009 members 
Mstep: Class 11 contains 9353 members 
Mstep: Class 12 contains 145721 members 
Mstep: Class 13 contains 5096 members 
Mstep: Class 14 contains 167389 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 26081 members 
Mstep: Class 17 contains 33424 members 
Mstep: Class 18 contains 78046 members 
Mstep: Class 19 contains 37645 members 
Mstep: Class 20 contains 137208 members 
Mstep: Class 21 contains 150339 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306752.000000 Penalty: 83749.968750
Iteration 268Q: 25 clusters Score -1.613068e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54485 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 38852 members 
Mstep: Class 5 contains 14535 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150540 members 
Mstep: Class 8 contains 128233 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 105977 members 
Mstep: Class 11 contains 9353 members 
Mstep: Class 12 contains 145707 members 
Mstep: Class 13 contains 5095 members 
Mstep: Class 14 contains 167356 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 25801 members 
Mstep: Class 17 contains 33456 members 
Mstep: Class 18 contains 78048 members 
Mstep: Class 19 contains 37923 members 
Mstep: Class 20 contains 137066 members 
Mstep: Class 21 contains 150324 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306864.000000 Penalty: 83749.968750
Iteration 269Q: 25 clusters Score -1.613069e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54486 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 38838 members 
Mstep: Class 5 contains 14500 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150502 members 
Mstep: Class 8 contains 128503 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 105930 members 
Mstep: Class 11 contains 9354 members 
Mstep: Class 12 contains 145673 members 
Mstep: Class 13 contains 5093 members 
Mstep: Class 14 contains 167316 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 25508 members 
Mstep: Class 17 contains 33488 members 
Mstep: Class 18 contains 78035 members 
Mstep: Class 19 contains 38217 members 
Mstep: Class 20 contains 136940 members 
Mstep: Class 21 contains 150368 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306752.000000 Penalty: 83749.968750
Iteration 270Q: 25 clusters Score -1.613068e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54493 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 38832 members 
Mstep: Class 5 contains 14484 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150452 members 
Mstep: Class 8 contains 128758 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 105883 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 145643 members 
Mstep: Class 13 contains 5090 members 
Mstep: Class 14 contains 167259 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 25231 members 
Mstep: Class 17 contains 33512 members 
Mstep: Class 18 contains 78032 members 
Mstep: Class 19 contains 38549 members 
Mstep: Class 20 contains 136813 members 
Mstep: Class 21 contains 150364 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306992.000000 Penalty: 83749.968750
Iteration 271Q: 25 clusters Score -1.61307e+08 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54501 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 38811 members 
Mstep: Class 5 contains 14463 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150425 members 
Mstep: Class 8 contains 129044 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 105815 members 
Mstep: Class 11 contains 9358 members 
Mstep: Class 12 contains 145626 members 
Mstep: Class 13 contains 5084 members 
Mstep: Class 14 contains 167193 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 24910 members 
Mstep: Class 17 contains 33538 members 
Mstep: Class 18 contains 78035 members 
Mstep: Class 19 contains 38927 members 
Mstep: Class 20 contains 136720 members 
Mstep: Class 21 contains 150301 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306832.000000 Penalty: 83749.968750
Iteration 272Q: 25 clusters Score -1.613068e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54506 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 38786 members 
Mstep: Class 5 contains 14446 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150389 members 
Mstep: Class 8 contains 129332 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 105744 members 
Mstep: Class 11 contains 9359 members 
Mstep: Class 12 contains 145578 members 
Mstep: Class 13 contains 5080 members 
Mstep: Class 14 contains 167114 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 24616 members 
Mstep: Class 17 contains 33559 members 
Mstep: Class 18 contains 78036 members 
Mstep: Class 19 contains 39311 members 
Mstep: Class 20 contains 136676 members 
Mstep: Class 21 contains 150220 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306544.000000 Penalty: 83749.968750
Iteration 273Q: 25 clusters Score -1.613065e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54510 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 38756 members 
Mstep: Class 5 contains 14423 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150336 members 
Mstep: Class 8 contains 129617 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 105678 members 
Mstep: Class 11 contains 9359 members 
Mstep: Class 12 contains 145533 members 
Mstep: Class 13 contains 5076 members 
Mstep: Class 14 contains 167050 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 24296 members 
Mstep: Class 17 contains 33579 members 
Mstep: Class 18 contains 78032 members 
Mstep: Class 19 contains 39679 members 
Mstep: Class 20 contains 136608 members 
Mstep: Class 21 contains 150220 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306688.000000 Penalty: 83749.968750
Iteration 274Q: 25 clusters Score -1.613067e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54526 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 38745 members 
Mstep: Class 5 contains 14409 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150288 members 
Mstep: Class 8 contains 129861 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 105619 members 
Mstep: Class 11 contains 9360 members 
Mstep: Class 12 contains 145493 members 
Mstep: Class 13 contains 5069 members 
Mstep: Class 14 contains 166980 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 23996 members 
Mstep: Class 17 contains 33599 members 
Mstep: Class 18 contains 78025 members 
Mstep: Class 19 contains 40051 members 
Mstep: Class 20 contains 136512 members 
Mstep: Class 21 contains 150218 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306576.000000 Penalty: 83749.968750
Iteration 275Q: 25 clusters Score -1.613066e+08 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54536 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 38732 members 
Mstep: Class 5 contains 14388 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150295 members 
Mstep: Class 8 contains 130110 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 105533 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 145459 members 
Mstep: Class 13 contains 5063 members 
Mstep: Class 14 contains 166899 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 23708 members 
Mstep: Class 17 contains 33625 members 
Mstep: Class 18 contains 78014 members 
Mstep: Class 19 contains 40432 members 
Mstep: Class 20 contains 136410 members 
Mstep: Class 21 contains 150192 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306912.000000 Penalty: 83749.968750
Iteration 276Q: 25 clusters Score -1.613069e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54550 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 38724 members 
Mstep: Class 5 contains 14364 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150281 members 
Mstep: Class 8 contains 130357 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 105442 members 
Mstep: Class 11 contains 9357 members 
Mstep: Class 12 contains 145374 members 
Mstep: Class 13 contains 5062 members 
Mstep: Class 14 contains 166842 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 23489 members 
Mstep: Class 17 contains 33637 members 
Mstep: Class 18 contains 78001 members 
Mstep: Class 19 contains 40822 members 
Mstep: Class 20 contains 136310 members 
Mstep: Class 21 contains 150141 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161307056.000000 Penalty: 83749.968750
Iteration 277Q: 25 clusters Score -1.613071e+08 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54554 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 38719 members 
Mstep: Class 5 contains 14337 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150271 members 
Mstep: Class 8 contains 130591 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 105342 members 
Mstep: Class 11 contains 9354 members 
Mstep: Class 12 contains 145318 members 
Mstep: Class 13 contains 5062 members 
Mstep: Class 14 contains 166797 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 23248 members 
Mstep: Class 17 contains 33657 members 
Mstep: Class 18 contains 77988 members 
Mstep: Class 19 contains 41223 members 
Mstep: Class 20 contains 136192 members 
Mstep: Class 21 contains 150100 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161307200.000000 Penalty: 83749.968750
Iteration 278Q: 25 clusters Score -1.613072e+08 nChanged 1839
Entering ConstructFrom: 
Score: -161307200.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -92251.382812 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -92251.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90497.375000 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -90497.38 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91046.796875 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -91046.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -91440.429688 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -91440.43 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -91732.710938 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -91732.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -91980.742188 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -91980.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -92126.070312 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -92126.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92151.421875 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -92151.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -92169.203125 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -92169.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -92198.664062 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -92198.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -92240.382812 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -92240.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -92252.382812 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -92252.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -92257.718750 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -92257.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92260.867188 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -92260.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -92263.921875 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -92263.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -92263.921875 Penalty: 3342.123535
	Iteration 14F: 3 clusters Score -92263.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 54543 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 38700 members 
Mstep: Class 5 contains 14321 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150264 members 
Mstep: Class 8 contains 130817 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 105260 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 145256 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 166730 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 22981 members 
Mstep: Class 17 contains 33694 members 
Mstep: Class 18 contains 77983 members 
Mstep: Class 19 contains 41645 members 
Mstep: Class 20 contains 136070 members 
Mstep: Class 21 contains 150072 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 471 members 
Entering Unmasked Estep 
Score: -161305392.000000 Penalty: 87239.546875
Splitting cluster 1 changes total score from -161307200.000000 to -161305392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (54543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Entering Unmasked Estep 
Score: -6734676.000000 Penalty: 2704.872803
	Iteration 0F: 2 clusters Score -6734676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -6697987.000000 Penalty: 5409.745605
	Iteration 0F: 3 clusters Score -6697987 nChanged 25242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -6711995.000000 Penalty: 5409.745605
	Iteration 1F: 3 clusters Score -6711995 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -6712670.500000 Penalty: 5409.745605
	Iteration 2Q: 3 clusters Score -6712670 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -6713476.000000 Penalty: 5409.745605
	Iteration 3Q: 3 clusters Score -6713476 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -6714338.500000 Penalty: 5409.745605
	Iteration 4Q: 3 clusters Score -6714338 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -6715413.500000 Penalty: 5409.745605
	Iteration 5Q: 3 clusters Score -6715414 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -6716532.000000 Penalty: 5409.745605
	Iteration 6Q: 3 clusters Score -6716532 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -6717738.500000 Penalty: 5409.745605
	Iteration 7Q: 3 clusters Score -6717738 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -6719178.000000 Penalty: 5409.745605
	Iteration 8Q: 3 clusters Score -6719178 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -6720730.000000 Penalty: 5409.745605
	Iteration 9Q: 3 clusters Score -6720730 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -6722471.000000 Penalty: 5409.745605
	Iteration 10Q: 3 clusters Score -6722471 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -6724250.000000 Penalty: 5409.745605
	Iteration 11Q: 3 clusters Score -6724250 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -6725927.000000 Penalty: 5409.745605
	Iteration 12Q: 3 clusters Score -6725927 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -6727207.500000 Penalty: 5409.745605
	Iteration 13Q: 3 clusters Score -6727208 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -6728027.500000 Penalty: 5409.745605
	Iteration 14Q: 3 clusters Score -6728028 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -6728698.500000 Penalty: 5409.745605
	Iteration 15Q: 3 clusters Score -6728698 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -6729213.000000 Penalty: 5409.745605
	Iteration 16Q: 3 clusters Score -6729213 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -6729698.500000 Penalty: 5409.745605
	Iteration 17Q: 3 clusters Score -6729698 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -6730115.500000 Penalty: 5409.745605
	Iteration 18Q: 3 clusters Score -6730116 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -6730467.000000 Penalty: 5409.745605
	Iteration 19Q: 3 clusters Score -6730467 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -6730733.000000 Penalty: 5409.745605
	Iteration 20F: 3 clusters Score -6730733 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -6730985.500000 Penalty: 5409.745605
	Iteration 21Q: 3 clusters Score -6730986 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -6731165.500000 Penalty: 5409.745605
	Iteration 22Q: 3 clusters Score -6731166 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -6731353.500000 Penalty: 5409.745605
	Iteration 23Q: 3 clusters Score -6731354 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -6731489.500000 Penalty: 5409.745605
	Iteration 24Q: 3 clusters Score -6731490 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -6731554.500000 Penalty: 5409.745605
	Iteration 25Q: 3 clusters Score -6731554 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -6731641.500000 Penalty: 5409.745605
	Iteration 26Q: 3 clusters Score -6731642 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -6731714.000000 Penalty: 5409.745605
	Iteration 27Q: 3 clusters Score -6731714 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -6731768.000000 Penalty: 5409.745605
	Iteration 28Q: 3 clusters Score -6731768 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -6731829.500000 Penalty: 5409.745605
	Iteration 29Q: 3 clusters Score -6731830 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -6731880.500000 Penalty: 5409.745605
	Iteration 30Q: 3 clusters Score -6731880 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -6731929.000000 Penalty: 5409.745605
	Iteration 31Q: 3 clusters Score -6731929 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -6732022.500000 Penalty: 5409.745605
	Iteration 32Q: 3 clusters Score -6732022 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -6732070.000000 Penalty: 5409.745605
	Iteration 33Q: 3 clusters Score -6732070 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -6732116.500000 Penalty: 5409.745605
	Iteration 34Q: 3 clusters Score -6732116 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -6732173.000000 Penalty: 5409.745605
	Iteration 35Q: 3 clusters Score -6732173 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -6732201.000000 Penalty: 5409.745605
	Iteration 36Q: 3 clusters Score -6732201 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -6732223.000000 Penalty: 5409.745605
	Iteration 37Q: 3 clusters Score -6732223 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -6732261.500000 Penalty: 5409.745605
	Iteration 38Q: 3 clusters Score -6732262 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -6732291.000000 Penalty: 5409.745605
	Iteration 39Q: 3 clusters Score -6732291 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -6732299.500000 Penalty: 5409.745605
	Iteration 40F: 3 clusters Score -6732300 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -6732310.000000 Penalty: 5409.745605
	Iteration 41Q: 3 clusters Score -6732310 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -6732348.000000 Penalty: 5409.745605
	Iteration 42Q: 3 clusters Score -6732348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -6732365.000000 Penalty: 5409.745605
	Iteration 43Q: 3 clusters Score -6732365 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -6732373.000000 Penalty: 5409.745605
	Iteration 44Q: 3 clusters Score -6732373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -6732387.500000 Penalty: 5409.745605
	Iteration 45Q: 3 clusters Score -6732388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -6732408.000000 Penalty: 5409.745605
	Iteration 46Q: 3 clusters Score -6732408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -6732413.000000 Penalty: 5409.745605
	Iteration 47Q: 3 clusters Score -6732413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -6732416.500000 Penalty: 5409.745605
	Iteration 48Q: 3 clusters Score -6732416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -6732420.500000 Penalty: 5409.745605
	Iteration 49Q: 3 clusters Score -6732420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -6732439.500000 Penalty: 5409.745605
	Iteration 50Q: 3 clusters Score -6732440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -6732448.500000 Penalty: 5409.745605
	Iteration 51Q: 3 clusters Score -6732448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -6732452.500000 Penalty: 5409.745605
	Iteration 52Q: 3 clusters Score -6732452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -6732446.500000 Penalty: 5409.745605
	Iteration 53Q: 3 clusters Score -6732446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -6732460.000000 Penalty: 5409.745605
	Iteration 54Q: 3 clusters Score -6732460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -6732466.500000 Penalty: 5409.745605
	Iteration 55Q: 3 clusters Score -6732466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -6732479.500000 Penalty: 5409.745605
	Iteration 56Q: 3 clusters Score -6732480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -6732482.500000 Penalty: 5409.745605
	Iteration 57Q: 3 clusters Score -6732482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -6732478.000000 Penalty: 5409.745605
	Iteration 58Q: 3 clusters Score -6732478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -6732482.000000 Penalty: 5409.745605
	Iteration 59Q: 3 clusters Score -6732482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -6732481.500000 Penalty: 5409.745605
	Iteration 60F: 3 clusters Score -6732482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -6732484.000000 Penalty: 5409.745605
	Iteration 61Q: 3 clusters Score -6732484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -6732487.500000 Penalty: 5409.745605
	Iteration 62Q: 3 clusters Score -6732488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -6732490.500000 Penalty: 5409.745605
	Iteration 63Q: 3 clusters Score -6732490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -6732477.000000 Penalty: 5409.745605
	Iteration 64Q: 3 clusters Score -6732477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -6732486.000000 Penalty: 5409.745605
	Iteration 65Q: 3 clusters Score -6732486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -6732488.500000 Penalty: 5409.745605
	Iteration 66Q: 3 clusters Score -6732488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -6732486.500000 Penalty: 5409.745605
	Iteration 67Q: 3 clusters Score -6732486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -6732491.500000 Penalty: 5409.745605
	Iteration 68Q: 3 clusters Score -6732492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -6732483.500000 Penalty: 5409.745605
	Iteration 69Q: 3 clusters Score -6732484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -6732484.500000 Penalty: 5409.745605
	Iteration 70Q: 3 clusters Score -6732484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -6732494.500000 Penalty: 5409.745605
	Iteration 71Q: 3 clusters Score -6732494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -6732503.000000 Penalty: 5409.745605
	Iteration 72Q: 3 clusters Score -6732503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -6732509.000000 Penalty: 5409.745605
	Iteration 73Q: 3 clusters Score -6732509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -6732506.000000 Penalty: 5409.745605
	Iteration 74Q: 3 clusters Score -6732506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -6732509.000000 Penalty: 5409.745605
	Iteration 75Q: 3 clusters Score -6732509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -6732507.500000 Penalty: 5409.745605
	Iteration 76Q: 3 clusters Score -6732508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -6732511.500000 Penalty: 5409.745605
	Iteration 77Q: 3 clusters Score -6732512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -6732509.000000 Penalty: 5409.745605
	Iteration 78Q: 3 clusters Score -6732509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6732512.000000 Penalty: 5409.745605
	Iteration 79Q: 3 clusters Score -6732512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -6732508.500000 Penalty: 5409.745605
	Iteration 80F: 3 clusters Score -6732508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6732507.000000 Penalty: 5409.745605
	Iteration 81Q: 3 clusters Score -6732507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6732512.000000 Penalty: 5409.745605
	Iteration 82Q: 3 clusters Score -6732512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -6732512.000000 Penalty: 5409.745605
	Iteration 83Q: 3 clusters Score -6732512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -6732513.500000 Penalty: 5409.745605
	Iteration 84Q: 3 clusters Score -6732514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -6732504.000000 Penalty: 5409.745605
	Iteration 85Q: 3 clusters Score -6732504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -6732501.500000 Penalty: 5409.745605
	Iteration 86Q: 3 clusters Score -6732502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6732503.000000 Penalty: 5409.745605
	Iteration 87Q: 3 clusters Score -6732503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6732503.000000 Penalty: 5409.745605
	Iteration 88F: 3 clusters Score -6732503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -129317.492188 Penalty: 1744.309570
	Iteration 0F: 2 clusters Score -129317.5 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 563 members 
Entering Unmasked Estep 
Score: -127356.648438 Penalty: 3488.619141
	Iteration 0F: 3 clusters Score -127356.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -127903.726562 Penalty: 3488.619141
	Iteration 1F: 3 clusters Score -127903.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -128168.281250 Penalty: 3488.619141
	Iteration 2F: 3 clusters Score -128168.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -128362.843750 Penalty: 3488.619141
	Iteration 3F: 3 clusters Score -128362.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -128502.414062 Penalty: 3488.619141
	Iteration 4F: 3 clusters Score -128502.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -128662.031250 Penalty: 3488.619141
	Iteration 5F: 3 clusters Score -128662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -128751.515625 Penalty: 3488.619141
	Iteration 6Q: 3 clusters Score -128751.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -128781.468750 Penalty: 3488.619141
	Iteration 7Q: 3 clusters Score -128781.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -128790.210938 Penalty: 3488.619141
	Iteration 8Q: 3 clusters Score -128790.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -128797.367188 Penalty: 3488.619141
	Iteration 9Q: 3 clusters Score -128797.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -128803.414062 Penalty: 3488.619141
	Iteration 10Q: 3 clusters Score -128803.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -128812.015625 Penalty: 3488.619141
	Iteration 11Q: 3 clusters Score -128812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -128822.875000 Penalty: 3488.619141
	Iteration 12Q: 3 clusters Score -128822.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -128829.101562 Penalty: 3488.619141
	Iteration 13Q: 3 clusters Score -128829.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -128836.398438 Penalty: 3488.619141
	Iteration 14Q: 3 clusters Score -128836.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -128836.398438 Penalty: 3488.619141
	Iteration 15F: 3 clusters Score -128836.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Entering Unmasked Estep 
Score: -4960967.500000 Penalty: 2619.771484
	Iteration 0F: 2 clusters Score -4960968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -4934710.000000 Penalty: 5239.542969
	Iteration 0F: 3 clusters Score -4934710 nChanged 17748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -4944476.000000 Penalty: 5239.542969
	Iteration 1F: 3 clusters Score -4944476 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -4944976.500000 Penalty: 5239.542969
	Iteration 2Q: 3 clusters Score -4944976 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -4945527.000000 Penalty: 5239.542969
	Iteration 3Q: 3 clusters Score -4945527 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4946112.500000 Penalty: 5239.542969
	Iteration 4Q: 3 clusters Score -4946112 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -4946841.500000 Penalty: 5239.542969
	Iteration 5Q: 3 clusters Score -4946842 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -4947782.000000 Penalty: 5239.542969
	Iteration 6Q: 3 clusters Score -4947782 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -4949101.000000 Penalty: 5239.542969
	Iteration 7F: 3 clusters Score -4949101 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -4950691.500000 Penalty: 5239.542969
	Iteration 8F: 3 clusters Score -4950692 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -4952491.500000 Penalty: 5239.542969
	Iteration 9F: 3 clusters Score -4952492 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -4954260.500000 Penalty: 5239.542969
	Iteration 10F: 3 clusters Score -4954260 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -4955642.000000 Penalty: 5239.542969
	Iteration 11Q: 3 clusters Score -4955642 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4956611.500000 Penalty: 5239.542969
	Iteration 12Q: 3 clusters Score -4956612 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4957331.000000 Penalty: 5239.542969
	Iteration 13Q: 3 clusters Score -4957331 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4957794.500000 Penalty: 5239.542969
	Iteration 14Q: 3 clusters Score -4957794 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4958114.000000 Penalty: 5239.542969
	Iteration 15Q: 3 clusters Score -4958114 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4958312.500000 Penalty: 5239.542969
	Iteration 16Q: 3 clusters Score -4958312 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4958441.500000 Penalty: 5239.542969
	Iteration 17Q: 3 clusters Score -4958442 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4958526.500000 Penalty: 5239.542969
	Iteration 18Q: 3 clusters Score -4958526 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4958572.500000 Penalty: 5239.542969
	Iteration 19Q: 3 clusters Score -4958572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4958606.500000 Penalty: 5239.542969
	Iteration 20F: 3 clusters Score -4958606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4958647.000000 Penalty: 5239.542969
	Iteration 21Q: 3 clusters Score -4958647 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4958666.000000 Penalty: 5239.542969
	Iteration 22Q: 3 clusters Score -4958666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4958684.000000 Penalty: 5239.542969
	Iteration 23Q: 3 clusters Score -4958684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4958697.500000 Penalty: 5239.542969
	Iteration 24Q: 3 clusters Score -4958698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4958706.500000 Penalty: 5239.542969
	Iteration 25Q: 3 clusters Score -4958706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4958717.000000 Penalty: 5239.542969
	Iteration 26Q: 3 clusters Score -4958717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4958720.000000 Penalty: 5239.542969
	Iteration 27Q: 3 clusters Score -4958720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4958729.500000 Penalty: 5239.542969
	Iteration 28Q: 3 clusters Score -4958730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4958727.000000 Penalty: 5239.542969
	Iteration 29Q: 3 clusters Score -4958727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4958739.000000 Penalty: 5239.542969
	Iteration 30Q: 3 clusters Score -4958739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4958743.500000 Penalty: 5239.542969
	Iteration 31Q: 3 clusters Score -4958744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4958749.500000 Penalty: 5239.542969
	Iteration 32Q: 3 clusters Score -4958750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4958751.000000 Penalty: 5239.542969
	Iteration 33Q: 3 clusters Score -4958751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4958747.000000 Penalty: 5239.542969
	Iteration 34Q: 3 clusters Score -4958747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4958751.000000 Penalty: 5239.542969
	Iteration 35Q: 3 clusters Score -4958751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4958751.000000 Penalty: 5239.542969
	Iteration 36F: 3 clusters Score -4958751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Entering Unmasked Estep 
Score: -1809960.250000 Penalty: 2373.231445
	Iteration 0F: 2 clusters Score -1809960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1799582.375000 Penalty: 4746.462891
	Iteration 0F: 3 clusters Score -1799582 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1802908.250000 Penalty: 4746.462891
	Iteration 1F: 3 clusters Score -1802908 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1803287.625000 Penalty: 4746.462891
	Iteration 2F: 3 clusters Score -1803288 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1803635.625000 Penalty: 4746.462891
	Iteration 3F: 3 clusters Score -1803636 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1803991.125000 Penalty: 4746.462891
	Iteration 4Q: 3 clusters Score -1803991 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1804438.375000 Penalty: 4746.462891
	Iteration 5F: 3 clusters Score -1804438 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1804985.750000 Penalty: 4746.462891
	Iteration 6F: 3 clusters Score -1804986 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1805635.000000 Penalty: 4746.462891
	Iteration 7F: 3 clusters Score -1805635 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1806302.500000 Penalty: 4746.462891
	Iteration 8F: 3 clusters Score -1806302 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1806873.500000 Penalty: 4746.462891
	Iteration 9Q: 3 clusters Score -1806874 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1807264.125000 Penalty: 4746.462891
	Iteration 10Q: 3 clusters Score -1807264 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1807511.250000 Penalty: 4746.462891
	Iteration 11Q: 3 clusters Score -1807511 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1807637.000000 Penalty: 4746.462891
	Iteration 12Q: 3 clusters Score -1807637 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1807719.000000 Penalty: 4746.462891
	Iteration 13Q: 3 clusters Score -1807719 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1807764.625000 Penalty: 4746.462891
	Iteration 14Q: 3 clusters Score -1807765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1807792.375000 Penalty: 4746.462891
	Iteration 15Q: 3 clusters Score -1807792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1807821.375000 Penalty: 4746.462891
	Iteration 16Q: 3 clusters Score -1807821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1807833.875000 Penalty: 4746.462891
	Iteration 17Q: 3 clusters Score -1807834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1807837.750000 Penalty: 4746.462891
	Iteration 18Q: 3 clusters Score -1807838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1807845.875000 Penalty: 4746.462891
	Iteration 19Q: 3 clusters Score -1807846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1807854.000000 Penalty: 4746.462891
	Iteration 20F: 3 clusters Score -1807854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1807855.875000 Penalty: 4746.462891
	Iteration 21Q: 3 clusters Score -1807856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1807858.750000 Penalty: 4746.462891
	Iteration 22Q: 3 clusters Score -1807859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1807858.875000 Penalty: 4746.462891
	Iteration 23Q: 3 clusters Score -1807859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1807858.875000 Penalty: 4746.462891
	Iteration 24F: 3 clusters Score -1807859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -45003.832031 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -45003.83 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 228 members 
Entering Unmasked Estep 
Score: -43556.089844 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -43556.09 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43845.457031 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -43845.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44051.132812 Penalty: 3023.529053
	Iteration 2F: 3 clusters Score -44051.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44161.367188 Penalty: 3023.529053
	Iteration 3Q: 3 clusters Score -44161.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44235.816406 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -44235.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44315.964844 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -44315.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44402.480469 Penalty: 3023.529053
	Iteration 6Q: 3 clusters Score -44402.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44491.238281 Penalty: 3023.529053
	Iteration 7Q: 3 clusters Score -44491.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44557.898438 Penalty: 3023.529053
	Iteration 8Q: 3 clusters Score -44557.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44631.226562 Penalty: 3023.529053
	Iteration 9Q: 3 clusters Score -44631.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44853.894531 Penalty: 3023.529053
	Iteration 10Q: 3 clusters Score -44853.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45093.808594 Penalty: 3023.529053
	Iteration 11Q: 3 clusters Score -45093.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45367.531250 Penalty: 3023.529053
	Iteration 12Q: 3 clusters Score -45367.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45466.511719 Penalty: 3023.529053
	Iteration 13Q: 3 clusters Score -45466.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45474.769531 Penalty: 3023.529053
	Iteration 14Q: 3 clusters Score -45474.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45483.597656 Penalty: 3023.529053
	Iteration 15Q: 3 clusters Score -45483.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45487.050781 Penalty: 3023.529053
	Iteration 16Q: 3 clusters Score -45487.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45487.050781 Penalty: 3023.529053
	Iteration 17F: 3 clusters Score -45487.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54543 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 38700 members 
Mstep: Class 5 contains 14321 members 
Mstep: Class 6 contains 175 members 
Mstep: Class 7 contains 150264 members 
Mstep: Class 8 contains 130817 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 105260 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 145256 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 166730 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 22981 members 
Mstep: Class 17 contains 33694 members 
Mstep: Class 18 contains 77983 members 
Mstep: Class 19 contains 41645 members 
Mstep: Class 20 contains 136070 members 
Mstep: Class 21 contains 150072 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 269 members 
Entering Unmasked Estep 
Score: -161305600.000000 Penalty: 87239.546875
Splitting cluster 6 changes total score from -161307200.000000 to -161305600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (150264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150264 members 
Entering Unmasked Estep 
Score: -19118214.000000 Penalty: 2956.197021
	Iteration 0F: 2 clusters Score -1.911821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -19018500.000000 Penalty: 5912.394043
	Iteration 0F: 3 clusters Score -1.90185e+07 nChanged 71785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73169 members 
Mstep: Class 2 contains 77095 members 
Entering Unmasked Estep 
Score: -19061606.000000 Penalty: 5912.394043
	Iteration 1F: 3 clusters Score -1.906161e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -19064594.000000 Penalty: 5912.394043
	Iteration 2Q: 3 clusters Score -1.906459e+07 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 81966 members 
Entering Unmasked Estep 
Score: -19069376.000000 Penalty: 5912.394043
	Iteration 3F: 3 clusters Score -1.906938e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 86408 members 
Entering Unmasked Estep 
Score: -19076446.000000 Penalty: 5912.394043
	Iteration 4F: 3 clusters Score -1.907645e+07 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 92002 members 
Entering Unmasked Estep 
Score: -19085372.000000 Penalty: 5912.394043
	Iteration 5F: 3 clusters Score -1.908537e+07 nChanged 11481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -19095104.000000 Penalty: 5912.394043
	Iteration 6F: 3 clusters Score -1.90951e+07 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 102664 members 
Entering Unmasked Estep 
Score: -19103294.000000 Penalty: 5912.394043
	Iteration 7F: 3 clusters Score -1.910329e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 106134 members 
Entering Unmasked Estep 
Score: -19107718.000000 Penalty: 5912.394043
	Iteration 8Q: 3 clusters Score -1.910772e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 108594 members 
Entering Unmasked Estep 
Score: -19109574.000000 Penalty: 5912.394043
	Iteration 9Q: 3 clusters Score -1.910957e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 110607 members 
Entering Unmasked Estep 
Score: -19110616.000000 Penalty: 5912.394043
	Iteration 10Q: 3 clusters Score -1.911062e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 112419 members 
Entering Unmasked Estep 
Score: -19111296.000000 Penalty: 5912.394043
	Iteration 11Q: 3 clusters Score -1.91113e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 114119 members 
Entering Unmasked Estep 
Score: -19111804.000000 Penalty: 5912.394043
	Iteration 12Q: 3 clusters Score -1.91118e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 115697 members 
Entering Unmasked Estep 
Score: -19112190.000000 Penalty: 5912.394043
	Iteration 13Q: 3 clusters Score -1.911219e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 117215 members 
Entering Unmasked Estep 
Score: -19112444.000000 Penalty: 5912.394043
	Iteration 14Q: 3 clusters Score -1.911244e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 118629 members 
Entering Unmasked Estep 
Score: -19112772.000000 Penalty: 5912.394043
	Iteration 15Q: 3 clusters Score -1.911277e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 119967 members 
Entering Unmasked Estep 
Score: -19113054.000000 Penalty: 5912.394043
	Iteration 16Q: 3 clusters Score -1.911305e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 121233 members 
Entering Unmasked Estep 
Score: -19113392.000000 Penalty: 5912.394043
	Iteration 17Q: 3 clusters Score -1.911339e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 122476 members 
Entering Unmasked Estep 
Score: -19113564.000000 Penalty: 5912.394043
	Iteration 18Q: 3 clusters Score -1.911356e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 123716 members 
Entering Unmasked Estep 
Score: -19113776.000000 Penalty: 5912.394043
	Iteration 19Q: 3 clusters Score -1.911378e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 124940 members 
Entering Unmasked Estep 
Score: -19114090.000000 Penalty: 5912.394043
	Iteration 20F: 3 clusters Score -1.911409e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 126132 members 
Entering Unmasked Estep 
Score: -19114168.000000 Penalty: 5912.394043
	Iteration 21Q: 3 clusters Score -1.911417e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 127251 members 
Entering Unmasked Estep 
Score: -19114488.000000 Penalty: 5912.394043
	Iteration 22Q: 3 clusters Score -1.911449e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 128273 members 
Entering Unmasked Estep 
Score: -19114722.000000 Penalty: 5912.394043
	Iteration 23Q: 3 clusters Score -1.911472e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 129237 members 
Entering Unmasked Estep 
Score: -19114954.000000 Penalty: 5912.394043
	Iteration 24Q: 3 clusters Score -1.911495e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 130102 members 
Entering Unmasked Estep 
Score: -19115066.000000 Penalty: 5912.394043
	Iteration 25Q: 3 clusters Score -1.911507e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 130974 members 
Entering Unmasked Estep 
Score: -19115272.000000 Penalty: 5912.394043
	Iteration 26Q: 3 clusters Score -1.911527e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 131817 members 
Entering Unmasked Estep 
Score: -19115374.000000 Penalty: 5912.394043
	Iteration 27Q: 3 clusters Score -1.911537e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 132634 members 
Entering Unmasked Estep 
Score: -19115530.000000 Penalty: 5912.394043
	Iteration 28Q: 3 clusters Score -1.911553e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 133453 members 
Entering Unmasked Estep 
Score: -19115700.000000 Penalty: 5912.394043
	Iteration 29Q: 3 clusters Score -1.91157e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 134251 members 
Entering Unmasked Estep 
Score: -19115876.000000 Penalty: 5912.394043
	Iteration 30Q: 3 clusters Score -1.911588e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 135009 members 
Entering Unmasked Estep 
Score: -19116136.000000 Penalty: 5912.394043
	Iteration 31Q: 3 clusters Score -1.911614e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 135759 members 
Entering Unmasked Estep 
Score: -19116288.000000 Penalty: 5912.394043
	Iteration 32Q: 3 clusters Score -1.911629e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 136479 members 
Entering Unmasked Estep 
Score: -19116350.000000 Penalty: 5912.394043
	Iteration 33Q: 3 clusters Score -1.911635e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 137150 members 
Entering Unmasked Estep 
Score: -19116474.000000 Penalty: 5912.394043
	Iteration 34Q: 3 clusters Score -1.911647e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 137782 members 
Entering Unmasked Estep 
Score: -19116590.000000 Penalty: 5912.394043
	Iteration 35Q: 3 clusters Score -1.911659e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 138380 members 
Entering Unmasked Estep 
Score: -19116644.000000 Penalty: 5912.394043
	Iteration 36Q: 3 clusters Score -1.911664e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 138940 members 
Entering Unmasked Estep 
Score: -19116732.000000 Penalty: 5912.394043
	Iteration 37Q: 3 clusters Score -1.911673e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 139477 members 
Entering Unmasked Estep 
Score: -19116912.000000 Penalty: 5912.394043
	Iteration 38Q: 3 clusters Score -1.911691e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 139998 members 
Entering Unmasked Estep 
Score: -19116934.000000 Penalty: 5912.394043
	Iteration 39Q: 3 clusters Score -1.911693e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 140487 members 
Entering Unmasked Estep 
Score: -19117064.000000 Penalty: 5912.394043
	Iteration 40F: 3 clusters Score -1.911706e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 140926 members 
Entering Unmasked Estep 
Score: -19117130.000000 Penalty: 5912.394043
	Iteration 41Q: 3 clusters Score -1.911713e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 141343 members 
Entering Unmasked Estep 
Score: -19117214.000000 Penalty: 5912.394043
	Iteration 42Q: 3 clusters Score -1.911721e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 141739 members 
Entering Unmasked Estep 
Score: -19117292.000000 Penalty: 5912.394043
	Iteration 43Q: 3 clusters Score -1.911729e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 142069 members 
Entering Unmasked Estep 
Score: -19117318.000000 Penalty: 5912.394043
	Iteration 44Q: 3 clusters Score -1.911732e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 142378 members 
Entering Unmasked Estep 
Score: -19117350.000000 Penalty: 5912.394043
	Iteration 45Q: 3 clusters Score -1.911735e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 142633 members 
Entering Unmasked Estep 
Score: -19117416.000000 Penalty: 5912.394043
	Iteration 46Q: 3 clusters Score -1.911742e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 142874 members 
Entering Unmasked Estep 
Score: -19117462.000000 Penalty: 5912.394043
	Iteration 47Q: 3 clusters Score -1.911746e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 143104 members 
Entering Unmasked Estep 
Score: -19117492.000000 Penalty: 5912.394043
	Iteration 48Q: 3 clusters Score -1.911749e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 143310 members 
Entering Unmasked Estep 
Score: -19117532.000000 Penalty: 5912.394043
	Iteration 49Q: 3 clusters Score -1.911753e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 143486 members 
Entering Unmasked Estep 
Score: -19117588.000000 Penalty: 5912.394043
	Iteration 50Q: 3 clusters Score -1.911759e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 143667 members 
Entering Unmasked Estep 
Score: -19117602.000000 Penalty: 5912.394043
	Iteration 51Q: 3 clusters Score -1.91176e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 143857 members 
Entering Unmasked Estep 
Score: -19117612.000000 Penalty: 5912.394043
	Iteration 52Q: 3 clusters Score -1.911761e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 144031 members 
Entering Unmasked Estep 
Score: -19117642.000000 Penalty: 5912.394043
	Iteration 53Q: 3 clusters Score -1.911764e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 144197 members 
Entering Unmasked Estep 
Score: -19117646.000000 Penalty: 5912.394043
	Iteration 54Q: 3 clusters Score -1.911765e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 144341 members 
Entering Unmasked Estep 
Score: -19117636.000000 Penalty: 5912.394043
	Iteration 55Q: 3 clusters Score -1.911764e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 144481 members 
Entering Unmasked Estep 
Score: -19117656.000000 Penalty: 5912.394043
	Iteration 56Q: 3 clusters Score -1.911766e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 144622 members 
Entering Unmasked Estep 
Score: -19117634.000000 Penalty: 5912.394043
	Iteration 57Q: 3 clusters Score -1.911763e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 144756 members 
Entering Unmasked Estep 
Score: -19117658.000000 Penalty: 5912.394043
	Iteration 58Q: 3 clusters Score -1.911766e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 144872 members 
Entering Unmasked Estep 
Score: -19117684.000000 Penalty: 5912.394043
	Iteration 59Q: 3 clusters Score -1.911768e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 144988 members 
Entering Unmasked Estep 
Score: -19117698.000000 Penalty: 5912.394043
	Iteration 60F: 3 clusters Score -1.91177e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 145092 members 
Entering Unmasked Estep 
Score: -19117672.000000 Penalty: 5912.394043
	Iteration 61Q: 3 clusters Score -1.911767e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 145193 members 
Entering Unmasked Estep 
Score: -19117698.000000 Penalty: 5912.394043
	Iteration 62Q: 3 clusters Score -1.91177e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 145298 members 
Entering Unmasked Estep 
Score: -19117710.000000 Penalty: 5912.394043
	Iteration 63Q: 3 clusters Score -1.911771e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 145411 members 
Entering Unmasked Estep 
Score: -19117684.000000 Penalty: 5912.394043
	Iteration 64Q: 3 clusters Score -1.911768e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 145521 members 
Entering Unmasked Estep 
Score: -19117698.000000 Penalty: 5912.394043
	Iteration 65Q: 3 clusters Score -1.91177e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 145636 members 
Entering Unmasked Estep 
Score: -19117692.000000 Penalty: 5912.394043
	Iteration 66Q: 3 clusters Score -1.911769e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 145735 members 
Entering Unmasked Estep 
Score: -19117688.000000 Penalty: 5912.394043
	Iteration 67Q: 3 clusters Score -1.911769e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 145827 members 
Entering Unmasked Estep 
Score: -19117652.000000 Penalty: 5912.394043
	Iteration 68Q: 3 clusters Score -1.911765e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 145922 members 
Entering Unmasked Estep 
Score: -19117684.000000 Penalty: 5912.394043
	Iteration 69Q: 3 clusters Score -1.911768e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 146009 members 
Entering Unmasked Estep 
Score: -19117696.000000 Penalty: 5912.394043
	Iteration 70Q: 3 clusters Score -1.91177e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 146091 members 
Entering Unmasked Estep 
Score: -19117670.000000 Penalty: 5912.394043
	Iteration 71Q: 3 clusters Score -1.911767e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 146157 members 
Entering Unmasked Estep 
Score: -19117646.000000 Penalty: 5912.394043
	Iteration 72Q: 3 clusters Score -1.911765e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 146213 members 
Entering Unmasked Estep 
Score: -19117648.000000 Penalty: 5912.394043
	Iteration 73Q: 3 clusters Score -1.911765e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 146284 members 
Entering Unmasked Estep 
Score: -19117646.000000 Penalty: 5912.394043
	Iteration 74Q: 3 clusters Score -1.911765e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 146341 members 
Entering Unmasked Estep 
Score: -19117642.000000 Penalty: 5912.394043
	Iteration 75Q: 3 clusters Score -1.911764e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 146399 members 
Entering Unmasked Estep 
Score: -19117580.000000 Penalty: 5912.394043
	Iteration 76Q: 3 clusters Score -1.911758e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 146450 members 
Entering Unmasked Estep 
Score: -19117610.000000 Penalty: 5912.394043
	Iteration 77Q: 3 clusters Score -1.911761e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 146496 members 
Entering Unmasked Estep 
Score: -19117584.000000 Penalty: 5912.394043
	Iteration 78Q: 3 clusters Score -1.911758e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 146543 members 
Entering Unmasked Estep 
Score: -19117564.000000 Penalty: 5912.394043
	Iteration 79Q: 3 clusters Score -1.911756e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 146582 members 
Entering Unmasked Estep 
Score: -19117570.000000 Penalty: 5912.394043
	Iteration 80F: 3 clusters Score -1.911757e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 146617 members 
Entering Unmasked Estep 
Score: -19117602.000000 Penalty: 5912.394043
	Iteration 81Q: 3 clusters Score -1.91176e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 146648 members 
Entering Unmasked Estep 
Score: -19117582.000000 Penalty: 5912.394043
	Iteration 82Q: 3 clusters Score -1.911758e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 146689 members 
Entering Unmasked Estep 
Score: -19117586.000000 Penalty: 5912.394043
	Iteration 83Q: 3 clusters Score -1.911759e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 146726 members 
Entering Unmasked Estep 
Score: -19117572.000000 Penalty: 5912.394043
	Iteration 84Q: 3 clusters Score -1.911757e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 146749 members 
Entering Unmasked Estep 
Score: -19117574.000000 Penalty: 5912.394043
	Iteration 85Q: 3 clusters Score -1.911757e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 146764 members 
Entering Unmasked Estep 
Score: -19117592.000000 Penalty: 5912.394043
	Iteration 86Q: 3 clusters Score -1.911759e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 146785 members 
Entering Unmasked Estep 
Score: -19117598.000000 Penalty: 5912.394043
	Iteration 87Q: 3 clusters Score -1.91176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 146800 members 
Entering Unmasked Estep 
Score: -19117584.000000 Penalty: 5912.394043
	Iteration 88Q: 3 clusters Score -1.911758e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 146822 members 
Entering Unmasked Estep 
Score: -19117594.000000 Penalty: 5912.394043
	Iteration 89Q: 3 clusters Score -1.911759e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 146849 members 
Entering Unmasked Estep 
Score: -19117592.000000 Penalty: 5912.394043
	Iteration 90Q: 3 clusters Score -1.911759e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 146874 members 
Entering Unmasked Estep 
Score: -19117604.000000 Penalty: 5912.394043
	Iteration 91Q: 3 clusters Score -1.91176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 146898 members 
Entering Unmasked Estep 
Score: -19117584.000000 Penalty: 5912.394043
	Iteration 92Q: 3 clusters Score -1.911758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 146913 members 
Entering Unmasked Estep 
Score: -19117588.000000 Penalty: 5912.394043
	Iteration 93Q: 3 clusters Score -1.911759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 146929 members 
Entering Unmasked Estep 
Score: -19117592.000000 Penalty: 5912.394043
	Iteration 94Q: 3 clusters Score -1.911759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 146942 members 
Entering Unmasked Estep 
Score: -19117594.000000 Penalty: 5912.394043
	Iteration 95Q: 3 clusters Score -1.911759e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 146956 members 
Entering Unmasked Estep 
Score: -19117578.000000 Penalty: 5912.394043
	Iteration 96Q: 3 clusters Score -1.911758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 146970 members 
Entering Unmasked Estep 
Score: -19117598.000000 Penalty: 5912.394043
	Iteration 97Q: 3 clusters Score -1.91176e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 146987 members 
Entering Unmasked Estep 
Score: -19117566.000000 Penalty: 5912.394043
	Iteration 98Q: 3 clusters Score -1.911757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 147001 members 
Entering Unmasked Estep 
Score: -19117572.000000 Penalty: 5912.394043
	Iteration 99Q: 3 clusters Score -1.911757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 147013 members 
Entering Unmasked Estep 
Score: -19117568.000000 Penalty: 5912.394043
	Iteration 100F: 3 clusters Score -1.911757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 147022 members 
Entering Unmasked Estep 
Score: -19117578.000000 Penalty: 5912.394043
	Iteration 101Q: 3 clusters Score -1.911758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 147030 members 
Entering Unmasked Estep 
Score: -19117562.000000 Penalty: 5912.394043
	Iteration 102Q: 3 clusters Score -1.911756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 147038 members 
Entering Unmasked Estep 
Score: -19117570.000000 Penalty: 5912.394043
	Iteration 103Q: 3 clusters Score -1.911757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 147046 members 
Entering Unmasked Estep 
Score: -19117564.000000 Penalty: 5912.394043
	Iteration 104Q: 3 clusters Score -1.911756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 147055 members 
Entering Unmasked Estep 
Score: -19117572.000000 Penalty: 5912.394043
	Iteration 105Q: 3 clusters Score -1.911757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 147063 members 
Entering Unmasked Estep 
Score: -19117586.000000 Penalty: 5912.394043
	Iteration 106Q: 3 clusters Score -1.911759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 147067 members 
Entering Unmasked Estep 
Score: -19117590.000000 Penalty: 5912.394043
	Iteration 107Q: 3 clusters Score -1.911759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 147075 members 
Entering Unmasked Estep 
Score: -19117580.000000 Penalty: 5912.394043
	Iteration 108Q: 3 clusters Score -1.911758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 147077 members 
Entering Unmasked Estep 
Score: -19117586.000000 Penalty: 5912.394043
	Iteration 109Q: 3 clusters Score -1.911759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 147079 members 
Entering Unmasked Estep 
Score: -19117576.000000 Penalty: 5912.394043
	Iteration 110Q: 3 clusters Score -1.911758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 147080 members 
Entering Unmasked Estep 
Score: -19117576.000000 Penalty: 5912.394043
	Iteration 111Q: 3 clusters Score -1.911758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 147082 members 
Entering Unmasked Estep 
Score: -19117564.000000 Penalty: 5912.394043
	Iteration 112Q: 3 clusters Score -1.911756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 147083 members 
Entering Unmasked Estep 
Score: -19117572.000000 Penalty: 5912.394043
	Iteration 113Q: 3 clusters Score -1.911757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 147084 members 
Entering Unmasked Estep 
Score: -19117564.000000 Penalty: 5912.394043
	Iteration 114Q: 3 clusters Score -1.911756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 147083 members 
Entering Unmasked Estep 
Score: -19117568.000000 Penalty: 5912.394043
	Iteration 115Q: 3 clusters Score -1.911757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 147083 members 
Entering Unmasked Estep 
Score: -19117568.000000 Penalty: 5912.394043
	Iteration 116F: 3 clusters Score -1.911757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (130817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130817 members 
Entering Unmasked Estep 
Score: -16854292.000000 Penalty: 2921.825439
	Iteration 0F: 2 clusters Score -1.685429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -16769415.000000 Penalty: 5843.650879
	Iteration 0F: 3 clusters Score -1.676942e+07 nChanged 62342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 67722 members 
Entering Unmasked Estep 
Score: -16805768.000000 Penalty: 5843.650879
	Iteration 1F: 3 clusters Score -1.680577e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -16806826.000000 Penalty: 5843.650879
	Iteration 2Q: 3 clusters Score -1.680683e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -16808354.000000 Penalty: 5843.650879
	Iteration 3Q: 3 clusters Score -1.680835e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -16810384.000000 Penalty: 5843.650879
	Iteration 4Q: 3 clusters Score -1.681038e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -16813326.000000 Penalty: 5843.650879
	Iteration 5Q: 3 clusters Score -1.681333e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 86902 members 
Entering Unmasked Estep 
Score: -16817208.000000 Penalty: 5843.650879
	Iteration 6F: 3 clusters Score -1.681721e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -16822620.000000 Penalty: 5843.650879
	Iteration 7F: 3 clusters Score -1.682262e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 102543 members 
Entering Unmasked Estep 
Score: -16829334.000000 Penalty: 5843.650879
	Iteration 8F: 3 clusters Score -1.682933e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 109697 members 
Entering Unmasked Estep 
Score: -16835500.000000 Penalty: 5843.650879
	Iteration 9F: 3 clusters Score -1.68355e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 114902 members 
Entering Unmasked Estep 
Score: -16840512.000000 Penalty: 5843.650879
	Iteration 10Q: 3 clusters Score -1.684051e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 118178 members 
Entering Unmasked Estep 
Score: -16843670.000000 Penalty: 5843.650879
	Iteration 11Q: 3 clusters Score -1.684367e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 120320 members 
Entering Unmasked Estep 
Score: -16845574.000000 Penalty: 5843.650879
	Iteration 12Q: 3 clusters Score -1.684557e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 121858 members 
Entering Unmasked Estep 
Score: -16846698.000000 Penalty: 5843.650879
	Iteration 13Q: 3 clusters Score -1.68467e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 123033 members 
Entering Unmasked Estep 
Score: -16847492.000000 Penalty: 5843.650879
	Iteration 14Q: 3 clusters Score -1.684749e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 124036 members 
Entering Unmasked Estep 
Score: -16848140.000000 Penalty: 5843.650879
	Iteration 15Q: 3 clusters Score -1.684814e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 124889 members 
Entering Unmasked Estep 
Score: -16848694.000000 Penalty: 5843.650879
	Iteration 16Q: 3 clusters Score -1.684869e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 125618 members 
Entering Unmasked Estep 
Score: -16849192.000000 Penalty: 5843.650879
	Iteration 17Q: 3 clusters Score -1.684919e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 126256 members 
Entering Unmasked Estep 
Score: -16849678.000000 Penalty: 5843.650879
	Iteration 18Q: 3 clusters Score -1.684968e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 126755 members 
Entering Unmasked Estep 
Score: -16850028.000000 Penalty: 5843.650879
	Iteration 19Q: 3 clusters Score -1.685003e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 127193 members 
Entering Unmasked Estep 
Score: -16850238.000000 Penalty: 5843.650879
	Iteration 20F: 3 clusters Score -1.685024e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 127596 members 
Entering Unmasked Estep 
Score: -16850506.000000 Penalty: 5843.650879
	Iteration 21Q: 3 clusters Score -1.685051e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 127902 members 
Entering Unmasked Estep 
Score: -16850696.000000 Penalty: 5843.650879
	Iteration 22Q: 3 clusters Score -1.68507e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 128167 members 
Entering Unmasked Estep 
Score: -16850864.000000 Penalty: 5843.650879
	Iteration 23Q: 3 clusters Score -1.685086e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 128399 members 
Entering Unmasked Estep 
Score: -16850994.000000 Penalty: 5843.650879
	Iteration 24Q: 3 clusters Score -1.685099e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 128594 members 
Entering Unmasked Estep 
Score: -16851086.000000 Penalty: 5843.650879
	Iteration 25Q: 3 clusters Score -1.685109e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 128755 members 
Entering Unmasked Estep 
Score: -16851176.000000 Penalty: 5843.650879
	Iteration 26Q: 3 clusters Score -1.685118e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 128875 members 
Entering Unmasked Estep 
Score: -16851252.000000 Penalty: 5843.650879
	Iteration 27Q: 3 clusters Score -1.685125e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 128986 members 
Entering Unmasked Estep 
Score: -16851310.000000 Penalty: 5843.650879
	Iteration 28Q: 3 clusters Score -1.685131e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 129087 members 
Entering Unmasked Estep 
Score: -16851368.000000 Penalty: 5843.650879
	Iteration 29Q: 3 clusters Score -1.685137e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 129157 members 
Entering Unmasked Estep 
Score: -16851390.000000 Penalty: 5843.650879
	Iteration 30Q: 3 clusters Score -1.685139e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 129223 members 
Entering Unmasked Estep 
Score: -16851404.000000 Penalty: 5843.650879
	Iteration 31Q: 3 clusters Score -1.68514e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 129280 members 
Entering Unmasked Estep 
Score: -16851460.000000 Penalty: 5843.650879
	Iteration 32Q: 3 clusters Score -1.685146e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 129334 members 
Entering Unmasked Estep 
Score: -16851520.000000 Penalty: 5843.650879
	Iteration 33Q: 3 clusters Score -1.685152e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 129368 members 
Entering Unmasked Estep 
Score: -16851552.000000 Penalty: 5843.650879
	Iteration 34Q: 3 clusters Score -1.685155e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 129399 members 
Entering Unmasked Estep 
Score: -16851570.000000 Penalty: 5843.650879
	Iteration 35Q: 3 clusters Score -1.685157e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 129422 members 
Entering Unmasked Estep 
Score: -16851576.000000 Penalty: 5843.650879
	Iteration 36Q: 3 clusters Score -1.685158e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 129450 members 
Entering Unmasked Estep 
Score: -16851588.000000 Penalty: 5843.650879
	Iteration 37Q: 3 clusters Score -1.685159e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 129474 members 
Entering Unmasked Estep 
Score: -16851618.000000 Penalty: 5843.650879
	Iteration 38Q: 3 clusters Score -1.685162e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 129488 members 
Entering Unmasked Estep 
Score: -16851618.000000 Penalty: 5843.650879
	Iteration 39Q: 3 clusters Score -1.685162e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 129508 members 
Entering Unmasked Estep 
Score: -16851630.000000 Penalty: 5843.650879
	Iteration 40F: 3 clusters Score -1.685163e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 129525 members 
Entering Unmasked Estep 
Score: -16851666.000000 Penalty: 5843.650879
	Iteration 41Q: 3 clusters Score -1.685167e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 129540 members 
Entering Unmasked Estep 
Score: -16851652.000000 Penalty: 5843.650879
	Iteration 42Q: 3 clusters Score -1.685165e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 129556 members 
Entering Unmasked Estep 
Score: -16851668.000000 Penalty: 5843.650879
	Iteration 43Q: 3 clusters Score -1.685167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 129561 members 
Entering Unmasked Estep 
Score: -16851672.000000 Penalty: 5843.650879
	Iteration 44Q: 3 clusters Score -1.685167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 129566 members 
Entering Unmasked Estep 
Score: -16851680.000000 Penalty: 5843.650879
	Iteration 45Q: 3 clusters Score -1.685168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 129572 members 
Entering Unmasked Estep 
Score: -16851680.000000 Penalty: 5843.650879
	Iteration 46Q: 3 clusters Score -1.685168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 129573 members 
Entering Unmasked Estep 
Score: -16851688.000000 Penalty: 5843.650879
	Iteration 47Q: 3 clusters Score -1.685169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 129574 members 
Entering Unmasked Estep 
Score: -16851688.000000 Penalty: 5843.650879
	Iteration 48Q: 3 clusters Score -1.685169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 129576 members 
Entering Unmasked Estep 
Score: -16851676.000000 Penalty: 5843.650879
	Iteration 49Q: 3 clusters Score -1.685168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 129577 members 
Entering Unmasked Estep 
Score: -16851686.000000 Penalty: 5843.650879
	Iteration 50Q: 3 clusters Score -1.685169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 129578 members 
Entering Unmasked Estep 
Score: -16851682.000000 Penalty: 5843.650879
	Iteration 51Q: 3 clusters Score -1.685168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 129580 members 
Entering Unmasked Estep 
Score: -16851686.000000 Penalty: 5843.650879
	Iteration 52Q: 3 clusters Score -1.685169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 129580 members 
Entering Unmasked Estep 
Score: -16851688.000000 Penalty: 5843.650879
	Iteration 53Q: 3 clusters Score -1.685169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 129581 members 
Entering Unmasked Estep 
Score: -16851678.000000 Penalty: 5843.650879
	Iteration 54Q: 3 clusters Score -1.685168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 129582 members 
Entering Unmasked Estep 
Score: -16851686.000000 Penalty: 5843.650879
	Iteration 55Q: 3 clusters Score -1.685169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 129584 members 
Entering Unmasked Estep 
Score: -16851694.000000 Penalty: 5843.650879
	Iteration 56Q: 3 clusters Score -1.685169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 129587 members 
Entering Unmasked Estep 
Score: -16851696.000000 Penalty: 5843.650879
	Iteration 57Q: 3 clusters Score -1.68517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 129592 members 
Entering Unmasked Estep 
Score: -16851700.000000 Penalty: 5843.650879
	Iteration 58Q: 3 clusters Score -1.68517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 129594 members 
Entering Unmasked Estep 
Score: -16851692.000000 Penalty: 5843.650879
	Iteration 59Q: 3 clusters Score -1.685169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 129596 members 
Entering Unmasked Estep 
Score: -16851688.000000 Penalty: 5843.650879
	Iteration 60F: 3 clusters Score -1.685169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 129599 members 
Entering Unmasked Estep 
Score: -16851690.000000 Penalty: 5843.650879
	Iteration 61Q: 3 clusters Score -1.685169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 129599 members 
Entering Unmasked Estep 
Score: -16851690.000000 Penalty: 5843.650879
	Iteration 62F: 3 clusters Score -1.685169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -62686.789062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -62686.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61127.941406 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -61127.94 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61633.515625 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -61633.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61947.730469 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -61947.73 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62407.324219 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -62407.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62808.644531 Penalty: 3216.379150
	Iteration 4F: 3 clusters Score -62808.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63189.148438 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -63189.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63570.414062 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -63570.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63985.265625 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -63985.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64034.792969 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -64034.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64044.933594 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -64044.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64044.933594 Penalty: 3216.379150
	Iteration 10F: 3 clusters Score -64044.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54543 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 38700 members 
Mstep: Class 5 contains 14321 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150264 members 
Mstep: Class 8 contains 130817 members 
Mstep: Class 9 contains 371 members 
Mstep: Class 10 contains 105260 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 145256 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 166730 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 22981 members 
Mstep: Class 17 contains 33694 members 
Mstep: Class 18 contains 77983 members 
Mstep: Class 19 contains 41645 members 
Mstep: Class 20 contains 136070 members 
Mstep: Class 21 contains 150072 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 284 members 
Entering Unmasked Estep 
Score: -161306832.000000 Penalty: 87239.546875
Splitting cluster 9 changes total score from -161307200.000000 to -161306832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (105260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105260 members 
Entering Unmasked Estep 
Score: -13474829.000000 Penalty: 2867.918945
	Iteration 0F: 2 clusters Score -1.347483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -13405428.000000 Penalty: 5735.837891
	Iteration 0F: 3 clusters Score -1.340543e+07 nChanged 49904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -13433982.000000 Penalty: 5735.837891
	Iteration 1F: 3 clusters Score -1.343398e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -13434815.000000 Penalty: 5735.837891
	Iteration 2Q: 3 clusters Score -1.343482e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -13436134.000000 Penalty: 5735.837891
	Iteration 3Q: 3 clusters Score -1.343613e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -13438240.000000 Penalty: 5735.837891
	Iteration 4Q: 3 clusters Score -1.343824e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -13441529.000000 Penalty: 5735.837891
	Iteration 5F: 3 clusters Score -1.344153e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -13446612.000000 Penalty: 5735.837891
	Iteration 6F: 3 clusters Score -1.344661e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 70895 members 
Entering Unmasked Estep 
Score: -13452945.000000 Penalty: 5735.837891
	Iteration 7F: 3 clusters Score -1.345294e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 75213 members 
Entering Unmasked Estep 
Score: -13458760.000000 Penalty: 5735.837891
	Iteration 8F: 3 clusters Score -1.345876e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -13462734.000000 Penalty: 5735.837891
	Iteration 9F: 3 clusters Score -1.346273e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 81144 members 
Entering Unmasked Estep 
Score: -13464937.000000 Penalty: 5735.837891
	Iteration 10Q: 3 clusters Score -1.346494e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -13466312.000000 Penalty: 5735.837891
	Iteration 11Q: 3 clusters Score -1.346631e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 85459 members 
Entering Unmasked Estep 
Score: -13467166.000000 Penalty: 5735.837891
	Iteration 12Q: 3 clusters Score -1.346717e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 87361 members 
Entering Unmasked Estep 
Score: -13467836.000000 Penalty: 5735.837891
	Iteration 13Q: 3 clusters Score -1.346784e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 89156 members 
Entering Unmasked Estep 
Score: -13468544.000000 Penalty: 5735.837891
	Iteration 14Q: 3 clusters Score -1.346854e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 90878 members 
Entering Unmasked Estep 
Score: -13469259.000000 Penalty: 5735.837891
	Iteration 15Q: 3 clusters Score -1.346926e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 92450 members 
Entering Unmasked Estep 
Score: -13469922.000000 Penalty: 5735.837891
	Iteration 16Q: 3 clusters Score -1.346992e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 93887 members 
Entering Unmasked Estep 
Score: -13470436.000000 Penalty: 5735.837891
	Iteration 17Q: 3 clusters Score -1.347044e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 95207 members 
Entering Unmasked Estep 
Score: -13470942.000000 Penalty: 5735.837891
	Iteration 18Q: 3 clusters Score -1.347094e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 96393 members 
Entering Unmasked Estep 
Score: -13471424.000000 Penalty: 5735.837891
	Iteration 19Q: 3 clusters Score -1.347142e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 97444 members 
Entering Unmasked Estep 
Score: -13471758.000000 Penalty: 5735.837891
	Iteration 20F: 3 clusters Score -1.347176e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 98366 members 
Entering Unmasked Estep 
Score: -13472081.000000 Penalty: 5735.837891
	Iteration 21Q: 3 clusters Score -1.347208e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 99142 members 
Entering Unmasked Estep 
Score: -13472348.000000 Penalty: 5735.837891
	Iteration 22Q: 3 clusters Score -1.347235e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 99804 members 
Entering Unmasked Estep 
Score: -13472600.000000 Penalty: 5735.837891
	Iteration 23Q: 3 clusters Score -1.34726e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 100325 members 
Entering Unmasked Estep 
Score: -13472781.000000 Penalty: 5735.837891
	Iteration 24Q: 3 clusters Score -1.347278e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 100720 members 
Entering Unmasked Estep 
Score: -13472818.000000 Penalty: 5735.837891
	Iteration 25Q: 3 clusters Score -1.347282e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 101058 members 
Entering Unmasked Estep 
Score: -13472935.000000 Penalty: 5735.837891
	Iteration 26Q: 3 clusters Score -1.347294e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 101371 members 
Entering Unmasked Estep 
Score: -13472989.000000 Penalty: 5735.837891
	Iteration 27Q: 3 clusters Score -1.347299e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 101638 members 
Entering Unmasked Estep 
Score: -13473042.000000 Penalty: 5735.837891
	Iteration 28Q: 3 clusters Score -1.347304e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 101881 members 
Entering Unmasked Estep 
Score: -13473064.000000 Penalty: 5735.837891
	Iteration 29Q: 3 clusters Score -1.347306e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 102098 members 
Entering Unmasked Estep 
Score: -13473136.000000 Penalty: 5735.837891
	Iteration 30Q: 3 clusters Score -1.347314e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 102275 members 
Entering Unmasked Estep 
Score: -13473184.000000 Penalty: 5735.837891
	Iteration 31Q: 3 clusters Score -1.347318e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 102428 members 
Entering Unmasked Estep 
Score: -13473194.000000 Penalty: 5735.837891
	Iteration 32Q: 3 clusters Score -1.347319e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 102572 members 
Entering Unmasked Estep 
Score: -13473216.000000 Penalty: 5735.837891
	Iteration 33Q: 3 clusters Score -1.347322e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 102684 members 
Entering Unmasked Estep 
Score: -13473242.000000 Penalty: 5735.837891
	Iteration 34Q: 3 clusters Score -1.347324e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -13473264.000000 Penalty: 5735.837891
	Iteration 35Q: 3 clusters Score -1.347326e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 102860 members 
Entering Unmasked Estep 
Score: -13473269.000000 Penalty: 5735.837891
	Iteration 36Q: 3 clusters Score -1.347327e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 102910 members 
Entering Unmasked Estep 
Score: -13473257.000000 Penalty: 5735.837891
	Iteration 37Q: 3 clusters Score -1.347326e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 102958 members 
Entering Unmasked Estep 
Score: -13473275.000000 Penalty: 5735.837891
	Iteration 38Q: 3 clusters Score -1.347328e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 102996 members 
Entering Unmasked Estep 
Score: -13473266.000000 Penalty: 5735.837891
	Iteration 39Q: 3 clusters Score -1.347327e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 103031 members 
Entering Unmasked Estep 
Score: -13473308.000000 Penalty: 5735.837891
	Iteration 40F: 3 clusters Score -1.347331e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 103065 members 
Entering Unmasked Estep 
Score: -13473323.000000 Penalty: 5735.837891
	Iteration 41Q: 3 clusters Score -1.347332e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 103097 members 
Entering Unmasked Estep 
Score: -13473332.000000 Penalty: 5735.837891
	Iteration 42Q: 3 clusters Score -1.347333e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 103116 members 
Entering Unmasked Estep 
Score: -13473311.000000 Penalty: 5735.837891
	Iteration 43Q: 3 clusters Score -1.347331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 103137 members 
Entering Unmasked Estep 
Score: -13473315.000000 Penalty: 5735.837891
	Iteration 44Q: 3 clusters Score -1.347332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 103156 members 
Entering Unmasked Estep 
Score: -13473326.000000 Penalty: 5735.837891
	Iteration 45Q: 3 clusters Score -1.347333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 103170 members 
Entering Unmasked Estep 
Score: -13473331.000000 Penalty: 5735.837891
	Iteration 46Q: 3 clusters Score -1.347333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 103184 members 
Entering Unmasked Estep 
Score: -13473330.000000 Penalty: 5735.837891
	Iteration 47Q: 3 clusters Score -1.347333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 103195 members 
Entering Unmasked Estep 
Score: -13473326.000000 Penalty: 5735.837891
	Iteration 48Q: 3 clusters Score -1.347333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 103205 members 
Entering Unmasked Estep 
Score: -13473326.000000 Penalty: 5735.837891
	Iteration 49Q: 3 clusters Score -1.347333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 103217 members 
Entering Unmasked Estep 
Score: -13473330.000000 Penalty: 5735.837891
	Iteration 50Q: 3 clusters Score -1.347333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 103227 members 
Entering Unmasked Estep 
Score: -13473341.000000 Penalty: 5735.837891
	Iteration 51Q: 3 clusters Score -1.347334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 103235 members 
Entering Unmasked Estep 
Score: -13473343.000000 Penalty: 5735.837891
	Iteration 52Q: 3 clusters Score -1.347334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 103238 members 
Entering Unmasked Estep 
Score: -13473340.000000 Penalty: 5735.837891
	Iteration 53Q: 3 clusters Score -1.347334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 103242 members 
Entering Unmasked Estep 
Score: -13473335.000000 Penalty: 5735.837891
	Iteration 54Q: 3 clusters Score -1.347334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 103247 members 
Entering Unmasked Estep 
Score: -13473327.000000 Penalty: 5735.837891
	Iteration 55Q: 3 clusters Score -1.347333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 103248 members 
Entering Unmasked Estep 
Score: -13473334.000000 Penalty: 5735.837891
	Iteration 56Q: 3 clusters Score -1.347333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 103250 members 
Entering Unmasked Estep 
Score: -13473329.000000 Penalty: 5735.837891
	Iteration 57Q: 3 clusters Score -1.347333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 103253 members 
Entering Unmasked Estep 
Score: -13473341.000000 Penalty: 5735.837891
	Iteration 58Q: 3 clusters Score -1.347334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 103257 members 
Entering Unmasked Estep 
Score: -13473335.000000 Penalty: 5735.837891
	Iteration 59Q: 3 clusters Score -1.347334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 103261 members 
Entering Unmasked Estep 
Score: -13473336.000000 Penalty: 5735.837891
	Iteration 60F: 3 clusters Score -1.347334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 103265 members 
Entering Unmasked Estep 
Score: -13473334.000000 Penalty: 5735.837891
	Iteration 61Q: 3 clusters Score -1.347333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 103269 members 
Entering Unmasked Estep 
Score: -13473338.000000 Penalty: 5735.837891
	Iteration 62Q: 3 clusters Score -1.347334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -13473332.000000 Penalty: 5735.837891
	Iteration 63Q: 3 clusters Score -1.347333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 103274 members 
Entering Unmasked Estep 
Score: -13473344.000000 Penalty: 5735.837891
	Iteration 64Q: 3 clusters Score -1.347334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 103281 members 
Entering Unmasked Estep 
Score: -13473330.000000 Penalty: 5735.837891
	Iteration 65Q: 3 clusters Score -1.347333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 103283 members 
Entering Unmasked Estep 
Score: -13473331.000000 Penalty: 5735.837891
	Iteration 66Q: 3 clusters Score -1.347333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 103284 members 
Entering Unmasked Estep 
Score: -13473326.000000 Penalty: 5735.837891
	Iteration 67Q: 3 clusters Score -1.347333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 103284 members 
Entering Unmasked Estep 
Score: -13473326.000000 Penalty: 5735.837891
	Iteration 68F: 3 clusters Score -1.347333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Entering Unmasked Estep 
Score: -1133304.250000 Penalty: 2267.655762
	Iteration 0F: 2 clusters Score -1133304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1125980.625000 Penalty: 4535.311523
	Iteration 0F: 3 clusters Score -1125981 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1128082.875000 Penalty: 4535.311523
	Iteration 1F: 3 clusters Score -1128083 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1128376.000000 Penalty: 4535.311523
	Iteration 2F: 3 clusters Score -1128376 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1128621.625000 Penalty: 4535.311523
	Iteration 3F: 3 clusters Score -1128622 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1128908.250000 Penalty: 4535.311523
	Iteration 4Q: 3 clusters Score -1128908 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1129361.375000 Penalty: 4535.311523
	Iteration 5F: 3 clusters Score -1129361 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1129944.250000 Penalty: 4535.311523
	Iteration 6F: 3 clusters Score -1129944 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1130595.500000 Penalty: 4535.311523
	Iteration 7F: 3 clusters Score -1130596 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1131215.875000 Penalty: 4535.311523
	Iteration 8F: 3 clusters Score -1131216 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1131766.000000 Penalty: 4535.311523
	Iteration 9F: 3 clusters Score -1131766 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1132151.875000 Penalty: 4535.311523
	Iteration 10Q: 3 clusters Score -1132152 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1132389.625000 Penalty: 4535.311523
	Iteration 11Q: 3 clusters Score -1132390 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1132528.375000 Penalty: 4535.311523
	Iteration 12Q: 3 clusters Score -1132528 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1132604.625000 Penalty: 4535.311523
	Iteration 13Q: 3 clusters Score -1132605 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1132662.250000 Penalty: 4535.311523
	Iteration 14Q: 3 clusters Score -1132662 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1132700.625000 Penalty: 4535.311523
	Iteration 15Q: 3 clusters Score -1132701 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1132726.000000 Penalty: 4535.311523
	Iteration 16Q: 3 clusters Score -1132726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1132746.375000 Penalty: 4535.311523
	Iteration 17Q: 3 clusters Score -1132746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1132750.875000 Penalty: 4535.311523
	Iteration 18Q: 3 clusters Score -1132751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1132755.375000 Penalty: 4535.311523
	Iteration 19Q: 3 clusters Score -1132755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1132763.250000 Penalty: 4535.311523
	Iteration 20F: 3 clusters Score -1132763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1132768.500000 Penalty: 4535.311523
	Iteration 21Q: 3 clusters Score -1132768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1132770.625000 Penalty: 4535.311523
	Iteration 22Q: 3 clusters Score -1132771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1132774.375000 Penalty: 4535.311523
	Iteration 23Q: 3 clusters Score -1132774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1132775.750000 Penalty: 4535.311523
	Iteration 24Q: 3 clusters Score -1132776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1132778.250000 Penalty: 4535.311523
	Iteration 25Q: 3 clusters Score -1132778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1132782.750000 Penalty: 4535.311523
	Iteration 26Q: 3 clusters Score -1132783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1132783.250000 Penalty: 4535.311523
	Iteration 27Q: 3 clusters Score -1132783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1132787.125000 Penalty: 4535.311523
	Iteration 28Q: 3 clusters Score -1132787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1132789.375000 Penalty: 4535.311523
	Iteration 29Q: 3 clusters Score -1132789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1132792.125000 Penalty: 4535.311523
	Iteration 30Q: 3 clusters Score -1132792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1132794.500000 Penalty: 4535.311523
	Iteration 31Q: 3 clusters Score -1132794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1132794.625000 Penalty: 4535.311523
	Iteration 32Q: 3 clusters Score -1132795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1132795.375000 Penalty: 4535.311523
	Iteration 33Q: 3 clusters Score -1132795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1132794.375000 Penalty: 4535.311523
	Iteration 34Q: 3 clusters Score -1132794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1132796.375000 Penalty: 4535.311523
	Iteration 35Q: 3 clusters Score -1132796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1132795.125000 Penalty: 4535.311523
	Iteration 36Q: 3 clusters Score -1132795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1132799.125000 Penalty: 4535.311523
	Iteration 37Q: 3 clusters Score -1132799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1132802.375000 Penalty: 4535.311523
	Iteration 38Q: 3 clusters Score -1132802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1132801.375000 Penalty: 4535.311523
	Iteration 39Q: 3 clusters Score -1132801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1132800.750000 Penalty: 4535.311523
	Iteration 40F: 3 clusters Score -1132801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1132803.625000 Penalty: 4535.311523
	Iteration 41Q: 3 clusters Score -1132804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1132803.500000 Penalty: 4535.311523
	Iteration 42Q: 3 clusters Score -1132804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1132805.250000 Penalty: 4535.311523
	Iteration 43Q: 3 clusters Score -1132805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1132805.375000 Penalty: 4535.311523
	Iteration 44Q: 3 clusters Score -1132805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1132807.750000 Penalty: 4535.311523
	Iteration 45Q: 3 clusters Score -1132808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1132806.250000 Penalty: 4535.311523
	Iteration 46Q: 3 clusters Score -1132806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1132807.125000 Penalty: 4535.311523
	Iteration 47Q: 3 clusters Score -1132807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1132808.125000 Penalty: 4535.311523
	Iteration 48Q: 3 clusters Score -1132808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1132809.875000 Penalty: 4535.311523
	Iteration 49Q: 3 clusters Score -1132810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1132814.250000 Penalty: 4535.311523
	Iteration 50Q: 3 clusters Score -1132814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1132813.500000 Penalty: 4535.311523
	Iteration 51Q: 3 clusters Score -1132814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1132813.000000 Penalty: 4535.311523
	Iteration 52Q: 3 clusters Score -1132813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1132815.250000 Penalty: 4535.311523
	Iteration 53Q: 3 clusters Score -1132815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1132814.375000 Penalty: 4535.311523
	Iteration 54Q: 3 clusters Score -1132814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1132814.625000 Penalty: 4535.311523
	Iteration 55Q: 3 clusters Score -1132815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1132819.250000 Penalty: 4535.311523
	Iteration 56Q: 3 clusters Score -1132819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1132822.750000 Penalty: 4535.311523
	Iteration 57Q: 3 clusters Score -1132823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1132824.125000 Penalty: 4535.311523
	Iteration 58Q: 3 clusters Score -1132824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1132824.250000 Penalty: 4535.311523
	Iteration 59Q: 3 clusters Score -1132824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1132823.000000 Penalty: 4535.311523
	Iteration 60F: 3 clusters Score -1132823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1132826.250000 Penalty: 4535.311523
	Iteration 61Q: 3 clusters Score -1132826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1132825.625000 Penalty: 4535.311523
	Iteration 62Q: 3 clusters Score -1132826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1132825.125000 Penalty: 4535.311523
	Iteration 63Q: 3 clusters Score -1132825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1132824.625000 Penalty: 4535.311523
	Iteration 64Q: 3 clusters Score -1132825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1132827.125000 Penalty: 4535.311523
	Iteration 65Q: 3 clusters Score -1132827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1132828.500000 Penalty: 4535.311523
	Iteration 66Q: 3 clusters Score -1132828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1132827.500000 Penalty: 4535.311523
	Iteration 67Q: 3 clusters Score -1132828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1132827.875000 Penalty: 4535.311523
	Iteration 68Q: 3 clusters Score -1132828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1132827.375000 Penalty: 4535.311523
	Iteration 69Q: 3 clusters Score -1132827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1132827.375000 Penalty: 4535.311523
	Iteration 70F: 3 clusters Score -1132827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (145256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145256 members 
Entering Unmasked Estep 
Score: -18594524.000000 Penalty: 2947.790771
	Iteration 0F: 2 clusters Score -1.859452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -18500060.000000 Penalty: 5895.581543
	Iteration 0F: 3 clusters Score -1.850006e+07 nChanged 69448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78074 members 
Mstep: Class 2 contains 67182 members 
Entering Unmasked Estep 
Score: -18541014.000000 Penalty: 5895.581543
	Iteration 1F: 3 clusters Score -1.854101e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81169 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -18542812.000000 Penalty: 5895.581543
	Iteration 2Q: 3 clusters Score -1.854281e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85779 members 
Mstep: Class 2 contains 59477 members 
Entering Unmasked Estep 
Score: -18545038.000000 Penalty: 5895.581543
	Iteration 3Q: 3 clusters Score -1.854504e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92033 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -18548400.000000 Penalty: 5895.581543
	Iteration 4F: 3 clusters Score -1.85484e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100186 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -18553804.000000 Penalty: 5895.581543
	Iteration 5F: 3 clusters Score -1.85538e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109887 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -18561272.000000 Penalty: 5895.581543
	Iteration 6F: 3 clusters Score -1.856127e+07 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119731 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -18569644.000000 Penalty: 5895.581543
	Iteration 7F: 3 clusters Score -1.856964e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127964 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -18577332.000000 Penalty: 5895.581543
	Iteration 8F: 3 clusters Score -1.857733e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133579 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -18582716.000000 Penalty: 5895.581543
	Iteration 9Q: 3 clusters Score -1.858272e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137154 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -18586250.000000 Penalty: 5895.581543
	Iteration 10Q: 3 clusters Score -1.858625e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139440 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -18588384.000000 Penalty: 5895.581543
	Iteration 11Q: 3 clusters Score -1.858838e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141048 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -18589620.000000 Penalty: 5895.581543
	Iteration 12Q: 3 clusters Score -1.858962e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142107 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -18590508.000000 Penalty: 5895.581543
	Iteration 13Q: 3 clusters Score -1.859051e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142848 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -18590928.000000 Penalty: 5895.581543
	Iteration 14Q: 3 clusters Score -1.859093e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143359 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -18591202.000000 Penalty: 5895.581543
	Iteration 15Q: 3 clusters Score -1.85912e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143702 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -18591402.000000 Penalty: 5895.581543
	Iteration 16Q: 3 clusters Score -1.85914e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143948 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -18591570.000000 Penalty: 5895.581543
	Iteration 17Q: 3 clusters Score -1.859157e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144119 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -18591724.000000 Penalty: 5895.581543
	Iteration 18Q: 3 clusters Score -1.859172e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144238 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -18591794.000000 Penalty: 5895.581543
	Iteration 19Q: 3 clusters Score -1.859179e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144323 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -18591848.000000 Penalty: 5895.581543
	Iteration 20F: 3 clusters Score -1.859185e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144390 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -18591892.000000 Penalty: 5895.581543
	Iteration 21Q: 3 clusters Score -1.859189e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144432 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -18591934.000000 Penalty: 5895.581543
	Iteration 22Q: 3 clusters Score -1.859193e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144466 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -18591954.000000 Penalty: 5895.581543
	Iteration 23Q: 3 clusters Score -1.859195e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144485 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -18591972.000000 Penalty: 5895.581543
	Iteration 24Q: 3 clusters Score -1.859197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144501 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -18591972.000000 Penalty: 5895.581543
	Iteration 25Q: 3 clusters Score -1.859197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144522 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -18591994.000000 Penalty: 5895.581543
	Iteration 26Q: 3 clusters Score -1.859199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144533 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -18592002.000000 Penalty: 5895.581543
	Iteration 27Q: 3 clusters Score -1.8592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144542 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -18592004.000000 Penalty: 5895.581543
	Iteration 28Q: 3 clusters Score -1.8592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144553 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -18592004.000000 Penalty: 5895.581543
	Iteration 29Q: 3 clusters Score -1.8592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144565 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -18592002.000000 Penalty: 5895.581543
	Iteration 30Q: 3 clusters Score -1.8592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144574 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -18592016.000000 Penalty: 5895.581543
	Iteration 31Q: 3 clusters Score -1.859202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144582 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -18592016.000000 Penalty: 5895.581543
	Iteration 32Q: 3 clusters Score -1.859202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144585 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -18592020.000000 Penalty: 5895.581543
	Iteration 33Q: 3 clusters Score -1.859202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144594 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -18592024.000000 Penalty: 5895.581543
	Iteration 34Q: 3 clusters Score -1.859202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144601 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -18592040.000000 Penalty: 5895.581543
	Iteration 35Q: 3 clusters Score -1.859204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144605 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -18592060.000000 Penalty: 5895.581543
	Iteration 36Q: 3 clusters Score -1.859206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144611 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -18592058.000000 Penalty: 5895.581543
	Iteration 37Q: 3 clusters Score -1.859206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144618 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -18592066.000000 Penalty: 5895.581543
	Iteration 38Q: 3 clusters Score -1.859207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144622 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -18592066.000000 Penalty: 5895.581543
	Iteration 39Q: 3 clusters Score -1.859207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144623 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -18592070.000000 Penalty: 5895.581543
	Iteration 40F: 3 clusters Score -1.859207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144626 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -18592066.000000 Penalty: 5895.581543
	Iteration 41Q: 3 clusters Score -1.859207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144629 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -18592066.000000 Penalty: 5895.581543
	Iteration 42Q: 3 clusters Score -1.859207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144632 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -18592072.000000 Penalty: 5895.581543
	Iteration 43Q: 3 clusters Score -1.859207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144636 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -18592076.000000 Penalty: 5895.581543
	Iteration 44Q: 3 clusters Score -1.859208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144638 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -18592072.000000 Penalty: 5895.581543
	Iteration 45Q: 3 clusters Score -1.859207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144638 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -18592070.000000 Penalty: 5895.581543
	Iteration 46Q: 3 clusters Score -1.859207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144638 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -18592070.000000 Penalty: 5895.581543
	Iteration 47F: 3 clusters Score -1.859207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Entering Unmasked Estep 
Score: -608530.562500 Penalty: 2115.271240
	Iteration 0F: 2 clusters Score -608530.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -603923.250000 Penalty: 4230.542480
	Iteration 0F: 3 clusters Score -603923.2 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -605038.500000 Penalty: 4230.542480
	Iteration 1F: 3 clusters Score -605038.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -605353.687500 Penalty: 4230.542480
	Iteration 2F: 3 clusters Score -605353.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -605585.687500 Penalty: 4230.542480
	Iteration 3F: 3 clusters Score -605585.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -605789.062500 Penalty: 4230.542480
	Iteration 4Q: 3 clusters Score -605789.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -605947.437500 Penalty: 4230.542480
	Iteration 5Q: 3 clusters Score -605947.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -606081.875000 Penalty: 4230.542480
	Iteration 6Q: 3 clusters Score -606081.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -606192.937500 Penalty: 4230.542480
	Iteration 7Q: 3 clusters Score -606192.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -606289.062500 Penalty: 4230.542480
	Iteration 8Q: 3 clusters Score -606289.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -606360.062500 Penalty: 4230.542480
	Iteration 9Q: 3 clusters Score -606360.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -606433.000000 Penalty: 4230.542480
	Iteration 10Q: 3 clusters Score -606433 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -606499.312500 Penalty: 4230.542480
	Iteration 11Q: 3 clusters Score -606499.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -606579.500000 Penalty: 4230.542480
	Iteration 12Q: 3 clusters Score -606579.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -606656.062500 Penalty: 4230.542480
	Iteration 13Q: 3 clusters Score -606656.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -606728.437500 Penalty: 4230.542480
	Iteration 14Q: 3 clusters Score -606728.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -606802.937500 Penalty: 4230.542480
	Iteration 15Q: 3 clusters Score -606802.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -606847.062500 Penalty: 4230.542480
	Iteration 16Q: 3 clusters Score -606847.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -606882.375000 Penalty: 4230.542480
	Iteration 17Q: 3 clusters Score -606882.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -606915.562500 Penalty: 4230.542480
	Iteration 18Q: 3 clusters Score -606915.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -606942.375000 Penalty: 4230.542480
	Iteration 19Q: 3 clusters Score -606942.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -606969.562500 Penalty: 4230.542480
	Iteration 20F: 3 clusters Score -606969.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -607000.687500 Penalty: 4230.542480
	Iteration 21Q: 3 clusters Score -607000.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -607018.562500 Penalty: 4230.542480
	Iteration 22Q: 3 clusters Score -607018.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -607033.000000 Penalty: 4230.542480
	Iteration 23Q: 3 clusters Score -607033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -607041.937500 Penalty: 4230.542480
	Iteration 24Q: 3 clusters Score -607041.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -607052.562500 Penalty: 4230.542480
	Iteration 25Q: 3 clusters Score -607052.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -607063.000000 Penalty: 4230.542480
	Iteration 26Q: 3 clusters Score -607063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -607069.500000 Penalty: 4230.542480
	Iteration 27Q: 3 clusters Score -607069.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -607075.000000 Penalty: 4230.542480
	Iteration 28Q: 3 clusters Score -607075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -607077.875000 Penalty: 4230.542480
	Iteration 29Q: 3 clusters Score -607077.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -607079.312500 Penalty: 4230.542480
	Iteration 30Q: 3 clusters Score -607079.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -607080.312500 Penalty: 4230.542480
	Iteration 31Q: 3 clusters Score -607080.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -607080.875000 Penalty: 4230.542480
	Iteration 32Q: 3 clusters Score -607080.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -607081.312500 Penalty: 4230.542480
	Iteration 33Q: 3 clusters Score -607081.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -607083.937500 Penalty: 4230.542480
	Iteration 34Q: 3 clusters Score -607083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -607084.937500 Penalty: 4230.542480
	Iteration 35Q: 3 clusters Score -607084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -607085.625000 Penalty: 4230.542480
	Iteration 36Q: 3 clusters Score -607085.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -607086.625000 Penalty: 4230.542480
	Iteration 37Q: 3 clusters Score -607086.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -607087.312500 Penalty: 4230.542480
	Iteration 38Q: 3 clusters Score -607087.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -607087.312500 Penalty: 4230.542480
	Iteration 39F: 3 clusters Score -607087.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166730 members 
Entering Unmasked Estep 
Score: -21204132.000000 Penalty: 2981.984375
	Iteration 0F: 2 clusters Score -2.120413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 83487 members 
Entering Unmasked Estep 
Score: -21095042.000000 Penalty: 5963.968750
	Iteration 0F: 3 clusters Score -2.109504e+07 nChanged 79723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80798 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -21141060.000000 Penalty: 5963.968750
	Iteration 1F: 3 clusters Score -2.114106e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79454 members 
Mstep: Class 2 contains 87276 members 
Entering Unmasked Estep 
Score: -21141718.000000 Penalty: 5963.968750
	Iteration 2Q: 3 clusters Score -2.114172e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -21142702.000000 Penalty: 5963.968750
	Iteration 3Q: 3 clusters Score -2.11427e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74174 members 
Mstep: Class 2 contains 92556 members 
Entering Unmasked Estep 
Score: -21144044.000000 Penalty: 5963.968750
	Iteration 4Q: 3 clusters Score -2.114404e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69469 members 
Mstep: Class 2 contains 97261 members 
Entering Unmasked Estep 
Score: -21146516.000000 Penalty: 5963.968750
	Iteration 5Q: 3 clusters Score -2.114652e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 104117 members 
Entering Unmasked Estep 
Score: -21150714.000000 Penalty: 5963.968750
	Iteration 6Q: 3 clusters Score -2.115071e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 113481 members 
Entering Unmasked Estep 
Score: -21157702.000000 Penalty: 5963.968750
	Iteration 7F: 3 clusters Score -2.11577e+07 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 124832 members 
Entering Unmasked Estep 
Score: -21167606.000000 Penalty: 5963.968750
	Iteration 8F: 3 clusters Score -2.116761e+07 nChanged 11699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 136187 members 
Entering Unmasked Estep 
Score: -21178708.000000 Penalty: 5963.968750
	Iteration 9F: 3 clusters Score -2.117871e+07 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 145382 members 
Entering Unmasked Estep 
Score: -21187814.000000 Penalty: 5963.968750
	Iteration 10F: 3 clusters Score -2.118781e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 151741 members 
Entering Unmasked Estep 
Score: -21193430.000000 Penalty: 5963.968750
	Iteration 11Q: 3 clusters Score -2.119343e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 155859 members 
Entering Unmasked Estep 
Score: -21196634.000000 Penalty: 5963.968750
	Iteration 12Q: 3 clusters Score -2.119663e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 158698 members 
Entering Unmasked Estep 
Score: -21198552.000000 Penalty: 5963.968750
	Iteration 13Q: 3 clusters Score -2.119855e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 160759 members 
Entering Unmasked Estep 
Score: -21199590.000000 Penalty: 5963.968750
	Iteration 14Q: 3 clusters Score -2.119959e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 162239 members 
Entering Unmasked Estep 
Score: -21200240.000000 Penalty: 5963.968750
	Iteration 15Q: 3 clusters Score -2.120024e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 163269 members 
Entering Unmasked Estep 
Score: -21200658.000000 Penalty: 5963.968750
	Iteration 16Q: 3 clusters Score -2.120066e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 164048 members 
Entering Unmasked Estep 
Score: -21200928.000000 Penalty: 5963.968750
	Iteration 17Q: 3 clusters Score -2.120093e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 164581 members 
Entering Unmasked Estep 
Score: -21201112.000000 Penalty: 5963.968750
	Iteration 18Q: 3 clusters Score -2.120111e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 164952 members 
Entering Unmasked Estep 
Score: -21201234.000000 Penalty: 5963.968750
	Iteration 19Q: 3 clusters Score -2.120123e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 165217 members 
Entering Unmasked Estep 
Score: -21201322.000000 Penalty: 5963.968750
	Iteration 20F: 3 clusters Score -2.120132e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 165408 members 
Entering Unmasked Estep 
Score: -21201396.000000 Penalty: 5963.968750
	Iteration 21Q: 3 clusters Score -2.12014e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 165533 members 
Entering Unmasked Estep 
Score: -21201460.000000 Penalty: 5963.968750
	Iteration 22Q: 3 clusters Score -2.120146e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 165627 members 
Entering Unmasked Estep 
Score: -21201476.000000 Penalty: 5963.968750
	Iteration 23Q: 3 clusters Score -2.120148e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 165705 members 
Entering Unmasked Estep 
Score: -21201530.000000 Penalty: 5963.968750
	Iteration 24Q: 3 clusters Score -2.120153e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 165763 members 
Entering Unmasked Estep 
Score: -21201546.000000 Penalty: 5963.968750
	Iteration 25Q: 3 clusters Score -2.120155e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 165799 members 
Entering Unmasked Estep 
Score: -21201578.000000 Penalty: 5963.968750
	Iteration 26Q: 3 clusters Score -2.120158e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 165839 members 
Entering Unmasked Estep 
Score: -21201600.000000 Penalty: 5963.968750
	Iteration 27Q: 3 clusters Score -2.12016e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 165872 members 
Entering Unmasked Estep 
Score: -21201628.000000 Penalty: 5963.968750
	Iteration 28Q: 3 clusters Score -2.120163e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 165891 members 
Entering Unmasked Estep 
Score: -21201634.000000 Penalty: 5963.968750
	Iteration 29Q: 3 clusters Score -2.120163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 165899 members 
Entering Unmasked Estep 
Score: -21201650.000000 Penalty: 5963.968750
	Iteration 30Q: 3 clusters Score -2.120165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 165910 members 
Entering Unmasked Estep 
Score: -21201652.000000 Penalty: 5963.968750
	Iteration 31Q: 3 clusters Score -2.120165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 165913 members 
Entering Unmasked Estep 
Score: -21201662.000000 Penalty: 5963.968750
	Iteration 32Q: 3 clusters Score -2.120166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 165917 members 
Entering Unmasked Estep 
Score: -21201660.000000 Penalty: 5963.968750
	Iteration 33Q: 3 clusters Score -2.120166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 165920 members 
Entering Unmasked Estep 
Score: -21201644.000000 Penalty: 5963.968750
	Iteration 34Q: 3 clusters Score -2.120164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 165923 members 
Entering Unmasked Estep 
Score: -21201650.000000 Penalty: 5963.968750
	Iteration 35Q: 3 clusters Score -2.120165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 165926 members 
Entering Unmasked Estep 
Score: -21201650.000000 Penalty: 5963.968750
	Iteration 36Q: 3 clusters Score -2.120165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 165927 members 
Entering Unmasked Estep 
Score: -21201656.000000 Penalty: 5963.968750
	Iteration 37Q: 3 clusters Score -2.120166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 165931 members 
Entering Unmasked Estep 
Score: -21201646.000000 Penalty: 5963.968750
	Iteration 38Q: 3 clusters Score -2.120165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 165932 members 
Entering Unmasked Estep 
Score: -21201666.000000 Penalty: 5963.968750
	Iteration 39Q: 3 clusters Score -2.120167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 165933 members 
Entering Unmasked Estep 
Score: -21201654.000000 Penalty: 5963.968750
	Iteration 40F: 3 clusters Score -2.120165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 165937 members 
Entering Unmasked Estep 
Score: -21201646.000000 Penalty: 5963.968750
	Iteration 41Q: 3 clusters Score -2.120165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 165940 members 
Entering Unmasked Estep 
Score: -21201660.000000 Penalty: 5963.968750
	Iteration 42Q: 3 clusters Score -2.120166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 165942 members 
Entering Unmasked Estep 
Score: -21201670.000000 Penalty: 5963.968750
	Iteration 43Q: 3 clusters Score -2.120167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 165945 members 
Entering Unmasked Estep 
Score: -21201672.000000 Penalty: 5963.968750
	Iteration 44Q: 3 clusters Score -2.120167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 165947 members 
Entering Unmasked Estep 
Score: -21201678.000000 Penalty: 5963.968750
	Iteration 45Q: 3 clusters Score -2.120168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 165951 members 
Entering Unmasked Estep 
Score: -21201674.000000 Penalty: 5963.968750
	Iteration 46Q: 3 clusters Score -2.120167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 165953 members 
Entering Unmasked Estep 
Score: -21201666.000000 Penalty: 5963.968750
	Iteration 47Q: 3 clusters Score -2.120167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 165955 members 
Entering Unmasked Estep 
Score: -21201676.000000 Penalty: 5963.968750
	Iteration 48Q: 3 clusters Score -2.120168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 165954 members 
Entering Unmasked Estep 
Score: -21201680.000000 Penalty: 5963.968750
	Iteration 49Q: 3 clusters Score -2.120168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 165954 members 
Entering Unmasked Estep 
Score: -21201666.000000 Penalty: 5963.968750
	Iteration 50Q: 3 clusters Score -2.120167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 165955 members 
Entering Unmasked Estep 
Score: -21201680.000000 Penalty: 5963.968750
	Iteration 51Q: 3 clusters Score -2.120168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 165957 members 
Entering Unmasked Estep 
Score: -21201690.000000 Penalty: 5963.968750
	Iteration 52Q: 3 clusters Score -2.120169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 165959 members 
Entering Unmasked Estep 
Score: -21201682.000000 Penalty: 5963.968750
	Iteration 53Q: 3 clusters Score -2.120168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 165962 members 
Entering Unmasked Estep 
Score: -21201682.000000 Penalty: 5963.968750
	Iteration 54Q: 3 clusters Score -2.120168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 165962 members 
Entering Unmasked Estep 
Score: -21201684.000000 Penalty: 5963.968750
	Iteration 55Q: 3 clusters Score -2.120168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 165962 members 
Entering Unmasked Estep 
Score: -21201684.000000 Penalty: 5963.968750
	Iteration 56Q: 3 clusters Score -2.120168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 165963 members 
Entering Unmasked Estep 
Score: -21201688.000000 Penalty: 5963.968750
	Iteration 57Q: 3 clusters Score -2.120169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 165963 members 
Entering Unmasked Estep 
Score: -21201688.000000 Penalty: 5963.968750
	Iteration 58F: 3 clusters Score -2.120169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -45291.183594 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -45291.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43980.843750 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -43980.84 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44593.742188 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -44593.74 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -44772.519531 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -44772.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44886.800781 Penalty: 3020.166260
	Iteration 3F: 3 clusters Score -44886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -44944.515625 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -44944.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -45000.753906 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -45000.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -45023.929688 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -45023.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -45035.984375 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -45035.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -45038.945312 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -45038.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -45038.945312 Penalty: 3020.166260
	Iteration 9F: 3 clusters Score -45038.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Entering Unmasked Estep 
Score: -3016117.500000 Penalty: 2490.520996
	Iteration 0F: 2 clusters Score -3016118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3000002.000000 Penalty: 4981.041992
	Iteration 0F: 3 clusters Score -3000002 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3005391.000000 Penalty: 4981.041992
	Iteration 1F: 3 clusters Score -3005391 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3005733.750000 Penalty: 4981.041992
	Iteration 2Q: 3 clusters Score -3005734 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3005981.000000 Penalty: 4981.041992
	Iteration 3Q: 3 clusters Score -3005981 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3006196.750000 Penalty: 4981.041992
	Iteration 4Q: 3 clusters Score -3006197 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -3006417.250000 Penalty: 4981.041992
	Iteration 5Q: 3 clusters Score -3006417 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -3006676.250000 Penalty: 4981.041992
	Iteration 6Q: 3 clusters Score -3006676 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -3007013.000000 Penalty: 4981.041992
	Iteration 7Q: 3 clusters Score -3007013 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3007411.250000 Penalty: 4981.041992
	Iteration 8Q: 3 clusters Score -3007411 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3008020.000000 Penalty: 4981.041992
	Iteration 9Q: 3 clusters Score -3008020 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -3008951.000000 Penalty: 4981.041992
	Iteration 10F: 3 clusters Score -3008951 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3010202.500000 Penalty: 4981.041992
	Iteration 11F: 3 clusters Score -3010202 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3011595.500000 Penalty: 4981.041992
	Iteration 12F: 3 clusters Score -3011596 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3012677.500000 Penalty: 4981.041992
	Iteration 13F: 3 clusters Score -3012678 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3013307.250000 Penalty: 4981.041992
	Iteration 14Q: 3 clusters Score -3013307 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3013646.250000 Penalty: 4981.041992
	Iteration 15Q: 3 clusters Score -3013646 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3013820.000000 Penalty: 4981.041992
	Iteration 16Q: 3 clusters Score -3013820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3013884.750000 Penalty: 4981.041992
	Iteration 17Q: 3 clusters Score -3013885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3013913.250000 Penalty: 4981.041992
	Iteration 18Q: 3 clusters Score -3013913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3013927.250000 Penalty: 4981.041992
	Iteration 19Q: 3 clusters Score -3013927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3013939.000000 Penalty: 4981.041992
	Iteration 20F: 3 clusters Score -3013939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3013940.000000 Penalty: 4981.041992
	Iteration 21Q: 3 clusters Score -3013940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3013941.250000 Penalty: 4981.041992
	Iteration 22Q: 3 clusters Score -3013941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3013943.250000 Penalty: 4981.041992
	Iteration 23Q: 3 clusters Score -3013943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3013943.250000 Penalty: 4981.041992
	Iteration 24F: 3 clusters Score -3013943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Entering Unmasked Estep 
Score: -4276751.500000 Penalty: 2585.418701
	Iteration 0F: 2 clusters Score -4276752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -4253820.500000 Penalty: 5170.837402
	Iteration 0F: 3 clusters Score -4253820 nChanged 15257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -4262172.000000 Penalty: 5170.837402
	Iteration 1F: 3 clusters Score -4262172 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -4262676.500000 Penalty: 5170.837402
	Iteration 2Q: 3 clusters Score -4262676 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -4263200.500000 Penalty: 5170.837402
	Iteration 3Q: 3 clusters Score -4263200 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -4263865.000000 Penalty: 5170.837402
	Iteration 4Q: 3 clusters Score -4263865 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -4264831.000000 Penalty: 5170.837402
	Iteration 5F: 3 clusters Score -4264831 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -4266234.000000 Penalty: 5170.837402
	Iteration 6F: 3 clusters Score -4266234 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -4267977.500000 Penalty: 5170.837402
	Iteration 7F: 3 clusters Score -4267978 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -4269820.500000 Penalty: 5170.837402
	Iteration 8F: 3 clusters Score -4269820 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4271368.000000 Penalty: 5170.837402
	Iteration 9F: 3 clusters Score -4271368 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4272513.000000 Penalty: 5170.837402
	Iteration 10Q: 3 clusters Score -4272513 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4273221.000000 Penalty: 5170.837402
	Iteration 11Q: 3 clusters Score -4273221 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4273682.500000 Penalty: 5170.837402
	Iteration 12Q: 3 clusters Score -4273682 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4273980.000000 Penalty: 5170.837402
	Iteration 13Q: 3 clusters Score -4273980 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4274144.500000 Penalty: 5170.837402
	Iteration 14Q: 3 clusters Score -4274144 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4274237.500000 Penalty: 5170.837402
	Iteration 15Q: 3 clusters Score -4274238 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4274316.000000 Penalty: 5170.837402
	Iteration 16Q: 3 clusters Score -4274316 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4274363.000000 Penalty: 5170.837402
	Iteration 17Q: 3 clusters Score -4274363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4274395.500000 Penalty: 5170.837402
	Iteration 18Q: 3 clusters Score -4274396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4274424.500000 Penalty: 5170.837402
	Iteration 19Q: 3 clusters Score -4274424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4274437.000000 Penalty: 5170.837402
	Iteration 20F: 3 clusters Score -4274437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4274439.500000 Penalty: 5170.837402
	Iteration 21Q: 3 clusters Score -4274440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4274449.500000 Penalty: 5170.837402
	Iteration 22Q: 3 clusters Score -4274450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4274456.000000 Penalty: 5170.837402
	Iteration 23Q: 3 clusters Score -4274456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4274456.000000 Penalty: 5170.837402
	Iteration 24Q: 3 clusters Score -4274456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4274467.500000 Penalty: 5170.837402
	Iteration 25Q: 3 clusters Score -4274468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4274470.500000 Penalty: 5170.837402
	Iteration 26Q: 3 clusters Score -4274470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4274475.500000 Penalty: 5170.837402
	Iteration 27Q: 3 clusters Score -4274476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4274477.500000 Penalty: 5170.837402
	Iteration 28Q: 3 clusters Score -4274478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4274477.500000 Penalty: 5170.837402
	Iteration 29F: 3 clusters Score -4274478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (77983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77983 members 
Entering Unmasked Estep 
Score: -9879245.000000 Penalty: 2793.532959
	Iteration 0F: 2 clusters Score -9879245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -9826842.000000 Penalty: 5587.065918
	Iteration 0F: 3 clusters Score -9826842 nChanged 36703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -9847943.000000 Penalty: 5587.065918
	Iteration 1F: 3 clusters Score -9847943 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -9848676.000000 Penalty: 5587.065918
	Iteration 2Q: 3 clusters Score -9848676 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -9849567.000000 Penalty: 5587.065918
	Iteration 3Q: 3 clusters Score -9849567 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -9851085.000000 Penalty: 5587.065918
	Iteration 4Q: 3 clusters Score -9851085 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -9853450.000000 Penalty: 5587.065918
	Iteration 5F: 3 clusters Score -9853450 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -9856982.000000 Penalty: 5587.065918
	Iteration 6F: 3 clusters Score -9856982 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57470 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -9861661.000000 Penalty: 5587.065918
	Iteration 7F: 3 clusters Score -9861661 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63546 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -9867016.000000 Penalty: 5587.065918
	Iteration 8F: 3 clusters Score -9867016 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -9871522.000000 Penalty: 5587.065918
	Iteration 9F: 3 clusters Score -9871522 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71737 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -9874674.000000 Penalty: 5587.065918
	Iteration 10Q: 3 clusters Score -9874674 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73390 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -9877046.000000 Penalty: 5587.065918
	Iteration 11Q: 3 clusters Score -9877046 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73993 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -9878255.000000 Penalty: 5587.065918
	Iteration 12Q: 3 clusters Score -9878255 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74195 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -9878399.000000 Penalty: 5587.065918
	Iteration 13Q: 3 clusters Score -9878399 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -9878465.000000 Penalty: 5587.065918
	Iteration 14Q: 3 clusters Score -9878465 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74427 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -9878491.000000 Penalty: 5587.065918
	Iteration 15Q: 3 clusters Score -9878491 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74490 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -9878505.000000 Penalty: 5587.065918
	Iteration 16Q: 3 clusters Score -9878505 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -9878530.000000 Penalty: 5587.065918
	Iteration 17Q: 3 clusters Score -9878530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -9878515.000000 Penalty: 5587.065918
	Iteration 18Q: 3 clusters Score -9878515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -9878550.000000 Penalty: 5587.065918
	Iteration 19Q: 3 clusters Score -9878550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74608 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -9878542.000000 Penalty: 5587.065918
	Iteration 20F: 3 clusters Score -9878542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -9878540.000000 Penalty: 5587.065918
	Iteration 21Q: 3 clusters Score -9878540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -9878547.000000 Penalty: 5587.065918
	Iteration 22Q: 3 clusters Score -9878547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74638 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -9878543.000000 Penalty: 5587.065918
	Iteration 23Q: 3 clusters Score -9878543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -9878538.000000 Penalty: 5587.065918
	Iteration 24Q: 3 clusters Score -9878538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -9878523.000000 Penalty: 5587.065918
	Iteration 25Q: 3 clusters Score -9878523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -9878522.000000 Penalty: 5587.065918
	Iteration 26Q: 3 clusters Score -9878522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -9878527.000000 Penalty: 5587.065918
	Iteration 27Q: 3 clusters Score -9878527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -9878531.000000 Penalty: 5587.065918
	Iteration 28Q: 3 clusters Score -9878531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -9878534.000000 Penalty: 5587.065918
	Iteration 29Q: 3 clusters Score -9878534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74664 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -9878532.000000 Penalty: 5587.065918
	Iteration 30Q: 3 clusters Score -9878532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74673 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -9878522.000000 Penalty: 5587.065918
	Iteration 31Q: 3 clusters Score -9878522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74677 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -9878526.000000 Penalty: 5587.065918
	Iteration 32Q: 3 clusters Score -9878526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74682 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -9878534.000000 Penalty: 5587.065918
	Iteration 33Q: 3 clusters Score -9878534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74683 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -9878542.000000 Penalty: 5587.065918
	Iteration 34Q: 3 clusters Score -9878542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74686 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -9878537.000000 Penalty: 5587.065918
	Iteration 35Q: 3 clusters Score -9878537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74687 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -9878538.000000 Penalty: 5587.065918
	Iteration 36Q: 3 clusters Score -9878538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74689 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -9878534.000000 Penalty: 5587.065918
	Iteration 37Q: 3 clusters Score -9878534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74691 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -9878537.000000 Penalty: 5587.065918
	Iteration 38Q: 3 clusters Score -9878537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74693 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -9878533.000000 Penalty: 5587.065918
	Iteration 39Q: 3 clusters Score -9878533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74693 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -9878533.000000 Penalty: 5587.065918
	Iteration 40F: 3 clusters Score -9878533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Entering Unmasked Estep 
Score: -5420308.500000 Penalty: 2637.960205
	Iteration 0F: 2 clusters Score -5420308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -5392130.500000 Penalty: 5275.920410
	Iteration 0F: 3 clusters Score -5392130 nChanged 18988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -5402451.500000 Penalty: 5275.920410
	Iteration 1F: 3 clusters Score -5402452 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -5402830.500000 Penalty: 5275.920410
	Iteration 2Q: 3 clusters Score -5402830 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -5403160.500000 Penalty: 5275.920410
	Iteration 3Q: 3 clusters Score -5403160 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -5403379.000000 Penalty: 5275.920410
	Iteration 4Q: 3 clusters Score -5403379 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -5403567.000000 Penalty: 5275.920410
	Iteration 5Q: 3 clusters Score -5403567 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -5403781.000000 Penalty: 5275.920410
	Iteration 6Q: 3 clusters Score -5403781 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -5403992.000000 Penalty: 5275.920410
	Iteration 7Q: 3 clusters Score -5403992 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -5404201.500000 Penalty: 5275.920410
	Iteration 8Q: 3 clusters Score -5404202 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -5404452.000000 Penalty: 5275.920410
	Iteration 9Q: 3 clusters Score -5404452 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -5404781.500000 Penalty: 5275.920410
	Iteration 10Q: 3 clusters Score -5404782 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -5405323.000000 Penalty: 5275.920410
	Iteration 11Q: 3 clusters Score -5405323 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -5406114.500000 Penalty: 5275.920410
	Iteration 12Q: 3 clusters Score -5406114 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -5407309.500000 Penalty: 5275.920410
	Iteration 13Q: 3 clusters Score -5407310 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -5408972.000000 Penalty: 5275.920410
	Iteration 14F: 3 clusters Score -5408972 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -5410829.500000 Penalty: 5275.920410
	Iteration 15F: 3 clusters Score -5410830 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -5412593.000000 Penalty: 5275.920410
	Iteration 16Q: 3 clusters Score -5412593 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -5413870.500000 Penalty: 5275.920410
	Iteration 17Q: 3 clusters Score -5413870 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -5414778.500000 Penalty: 5275.920410
	Iteration 18Q: 3 clusters Score -5414778 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -5415413.500000 Penalty: 5275.920410
	Iteration 19Q: 3 clusters Score -5415414 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -5415928.000000 Penalty: 5275.920410
	Iteration 20F: 3 clusters Score -5415928 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -5416335.500000 Penalty: 5275.920410
	Iteration 21Q: 3 clusters Score -5416336 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5416679.000000 Penalty: 5275.920410
	Iteration 22Q: 3 clusters Score -5416679 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5416901.000000 Penalty: 5275.920410
	Iteration 23Q: 3 clusters Score -5416901 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5417097.000000 Penalty: 5275.920410
	Iteration 24Q: 3 clusters Score -5417097 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5417268.500000 Penalty: 5275.920410
	Iteration 25Q: 3 clusters Score -5417268 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5417422.500000 Penalty: 5275.920410
	Iteration 26Q: 3 clusters Score -5417422 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5417555.500000 Penalty: 5275.920410
	Iteration 27Q: 3 clusters Score -5417556 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5417651.000000 Penalty: 5275.920410
	Iteration 28Q: 3 clusters Score -5417651 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5417710.000000 Penalty: 5275.920410
	Iteration 29Q: 3 clusters Score -5417710 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5417777.500000 Penalty: 5275.920410
	Iteration 30Q: 3 clusters Score -5417778 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5417803.000000 Penalty: 5275.920410
	Iteration 31Q: 3 clusters Score -5417803 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5417842.000000 Penalty: 5275.920410
	Iteration 32Q: 3 clusters Score -5417842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5417866.500000 Penalty: 5275.920410
	Iteration 33Q: 3 clusters Score -5417866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5417884.000000 Penalty: 5275.920410
	Iteration 34Q: 3 clusters Score -5417884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5417904.500000 Penalty: 5275.920410
	Iteration 35Q: 3 clusters Score -5417904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5417936.000000 Penalty: 5275.920410
	Iteration 36Q: 3 clusters Score -5417936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5417947.500000 Penalty: 5275.920410
	Iteration 37Q: 3 clusters Score -5417948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5417960.500000 Penalty: 5275.920410
	Iteration 38Q: 3 clusters Score -5417960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5417968.000000 Penalty: 5275.920410
	Iteration 39Q: 3 clusters Score -5417968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5417980.000000 Penalty: 5275.920410
	Iteration 40F: 3 clusters Score -5417980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5417985.000000 Penalty: 5275.920410
	Iteration 41Q: 3 clusters Score -5417985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5417989.500000 Penalty: 5275.920410
	Iteration 42Q: 3 clusters Score -5417990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5417999.500000 Penalty: 5275.920410
	Iteration 43Q: 3 clusters Score -5418000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5418009.000000 Penalty: 5275.920410
	Iteration 44Q: 3 clusters Score -5418009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5418012.500000 Penalty: 5275.920410
	Iteration 45Q: 3 clusters Score -5418012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5418024.500000 Penalty: 5275.920410
	Iteration 46Q: 3 clusters Score -5418024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5418032.000000 Penalty: 5275.920410
	Iteration 47Q: 3 clusters Score -5418032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5418027.500000 Penalty: 5275.920410
	Iteration 48Q: 3 clusters Score -5418028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5418024.000000 Penalty: 5275.920410
	Iteration 49Q: 3 clusters Score -5418024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5418026.000000 Penalty: 5275.920410
	Iteration 50Q: 3 clusters Score -5418026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5418026.000000 Penalty: 5275.920410
	Iteration 51F: 3 clusters Score -5418026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (136070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136070 members 
Entering Unmasked Estep 
Score: -17329058.000000 Penalty: 2931.589355
	Iteration 0F: 2 clusters Score -1.732906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -17239462.000000 Penalty: 5863.178711
	Iteration 0F: 3 clusters Score -1.723946e+07 nChanged 64575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -17277220.000000 Penalty: 5863.178711
	Iteration 1F: 3 clusters Score -1.727722e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66215 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -17278432.000000 Penalty: 5863.178711
	Iteration 2Q: 3 clusters Score -1.727843e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 70477 members 
Entering Unmasked Estep 
Score: -17279904.000000 Penalty: 5863.178711
	Iteration 3Q: 3 clusters Score -1.72799e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 71334 members 
Entering Unmasked Estep 
Score: -17282096.000000 Penalty: 5863.178711
	Iteration 4Q: 3 clusters Score -1.72821e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 72335 members 
Entering Unmasked Estep 
Score: -17285044.000000 Penalty: 5863.178711
	Iteration 5Q: 3 clusters Score -1.728504e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 73340 members 
Entering Unmasked Estep 
Score: -17288946.000000 Penalty: 5863.178711
	Iteration 6F: 3 clusters Score -1.728895e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61764 members 
Mstep: Class 2 contains 74306 members 
Entering Unmasked Estep 
Score: -17293822.000000 Penalty: 5863.178711
	Iteration 7F: 3 clusters Score -1.729382e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -17299424.000000 Penalty: 5863.178711
	Iteration 8F: 3 clusters Score -1.729942e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 75307 members 
Entering Unmasked Estep 
Score: -17304790.000000 Penalty: 5863.178711
	Iteration 9F: 3 clusters Score -1.730479e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 75226 members 
Entering Unmasked Estep 
Score: -17308396.000000 Penalty: 5863.178711
	Iteration 10F: 3 clusters Score -1.73084e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61046 members 
Mstep: Class 2 contains 75024 members 
Entering Unmasked Estep 
Score: -17310066.000000 Penalty: 5863.178711
	Iteration 11Q: 3 clusters Score -1.731007e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -17310718.000000 Penalty: 5863.178711
	Iteration 12Q: 3 clusters Score -1.731072e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 74718 members 
Entering Unmasked Estep 
Score: -17311166.000000 Penalty: 5863.178711
	Iteration 13Q: 3 clusters Score -1.731117e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -17311480.000000 Penalty: 5863.178711
	Iteration 14Q: 3 clusters Score -1.731148e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 74399 members 
Entering Unmasked Estep 
Score: -17311726.000000 Penalty: 5863.178711
	Iteration 15Q: 3 clusters Score -1.731173e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 74220 members 
Entering Unmasked Estep 
Score: -17311928.000000 Penalty: 5863.178711
	Iteration 16Q: 3 clusters Score -1.731193e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 74027 members 
Entering Unmasked Estep 
Score: -17312198.000000 Penalty: 5863.178711
	Iteration 17Q: 3 clusters Score -1.73122e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 73760 members 
Entering Unmasked Estep 
Score: -17312392.000000 Penalty: 5863.178711
	Iteration 18Q: 3 clusters Score -1.731239e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 73520 members 
Entering Unmasked Estep 
Score: -17312540.000000 Penalty: 5863.178711
	Iteration 19Q: 3 clusters Score -1.731254e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -17312662.000000 Penalty: 5863.178711
	Iteration 20F: 3 clusters Score -1.731266e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
Score: -17312730.000000 Penalty: 5863.178711
	Iteration 21Q: 3 clusters Score -1.731273e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -17312880.000000 Penalty: 5863.178711
	Iteration 22Q: 3 clusters Score -1.731288e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63394 members 
Mstep: Class 2 contains 72676 members 
Entering Unmasked Estep 
Score: -17312964.000000 Penalty: 5863.178711
	Iteration 23Q: 3 clusters Score -1.731296e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -17313032.000000 Penalty: 5863.178711
	Iteration 24Q: 3 clusters Score -1.731303e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 72330 members 
Entering Unmasked Estep 
Score: -17313144.000000 Penalty: 5863.178711
	Iteration 25Q: 3 clusters Score -1.731314e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 72186 members 
Entering Unmasked Estep 
Score: -17313196.000000 Penalty: 5863.178711
	Iteration 26Q: 3 clusters Score -1.73132e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -17313230.000000 Penalty: 5863.178711
	Iteration 27Q: 3 clusters Score -1.731323e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 71811 members 
Entering Unmasked Estep 
Score: -17313282.000000 Penalty: 5863.178711
	Iteration 28Q: 3 clusters Score -1.731328e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 71611 members 
Entering Unmasked Estep 
Score: -17313264.000000 Penalty: 5863.178711
	Iteration 29Q: 3 clusters Score -1.731326e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64660 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -17313276.000000 Penalty: 5863.178711
	Iteration 30Q: 3 clusters Score -1.731328e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64881 members 
Mstep: Class 2 contains 71189 members 
Entering Unmasked Estep 
Score: -17313282.000000 Penalty: 5863.178711
	Iteration 31Q: 3 clusters Score -1.731328e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -17313338.000000 Penalty: 5863.178711
	Iteration 32Q: 3 clusters Score -1.731334e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -17313342.000000 Penalty: 5863.178711
	Iteration 33Q: 3 clusters Score -1.731334e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65562 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -17313384.000000 Penalty: 5863.178711
	Iteration 34Q: 3 clusters Score -1.731338e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65793 members 
Mstep: Class 2 contains 70277 members 
Entering Unmasked Estep 
Score: -17313388.000000 Penalty: 5863.178711
	Iteration 35Q: 3 clusters Score -1.731339e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66017 members 
Mstep: Class 2 contains 70053 members 
Entering Unmasked Estep 
Score: -17313402.000000 Penalty: 5863.178711
	Iteration 36Q: 3 clusters Score -1.73134e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
Score: -17313424.000000 Penalty: 5863.178711
	Iteration 37Q: 3 clusters Score -1.731342e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
Score: -17313456.000000 Penalty: 5863.178711
	Iteration 38Q: 3 clusters Score -1.731346e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -17313486.000000 Penalty: 5863.178711
	Iteration 39Q: 3 clusters Score -1.731349e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
Score: -17313478.000000 Penalty: 5863.178711
	Iteration 40F: 3 clusters Score -1.731348e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67372 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -17313508.000000 Penalty: 5863.178711
	Iteration 41Q: 3 clusters Score -1.731351e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 68360 members 
Entering Unmasked Estep 
Score: -17313542.000000 Penalty: 5863.178711
	Iteration 42Q: 3 clusters Score -1.731354e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -17313558.000000 Penalty: 5863.178711
	Iteration 43Q: 3 clusters Score -1.731356e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -17313536.000000 Penalty: 5863.178711
	Iteration 44Q: 3 clusters Score -1.731354e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 67360 members 
Entering Unmasked Estep 
Score: -17313566.000000 Penalty: 5863.178711
	Iteration 45Q: 3 clusters Score -1.731357e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 66944 members 
Entering Unmasked Estep 
Score: -17313572.000000 Penalty: 5863.178711
	Iteration 46Q: 3 clusters Score -1.731357e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69568 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -17313622.000000 Penalty: 5863.178711
	Iteration 47Q: 3 clusters Score -1.731362e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70044 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -17313726.000000 Penalty: 5863.178711
	Iteration 48Q: 3 clusters Score -1.731373e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70563 members 
Mstep: Class 2 contains 65507 members 
Entering Unmasked Estep 
Score: -17313784.000000 Penalty: 5863.178711
	Iteration 49Q: 3 clusters Score -1.731378e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 64954 members 
Entering Unmasked Estep 
Score: -17313900.000000 Penalty: 5863.178711
	Iteration 50Q: 3 clusters Score -1.73139e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -17313940.000000 Penalty: 5863.178711
	Iteration 51Q: 3 clusters Score -1.731394e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
Score: -17313970.000000 Penalty: 5863.178711
	Iteration 52Q: 3 clusters Score -1.731397e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -17314062.000000 Penalty: 5863.178711
	Iteration 53Q: 3 clusters Score -1.731406e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 62112 members 
Entering Unmasked Estep 
Score: -17314122.000000 Penalty: 5863.178711
	Iteration 54Q: 3 clusters Score -1.731412e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -17314192.000000 Penalty: 5863.178711
	Iteration 55Q: 3 clusters Score -1.731419e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75615 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -17314242.000000 Penalty: 5863.178711
	Iteration 56Q: 3 clusters Score -1.731424e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
Score: -17314286.000000 Penalty: 5863.178711
	Iteration 57Q: 3 clusters Score -1.731429e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77396 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -17314430.000000 Penalty: 5863.178711
	Iteration 58Q: 3 clusters Score -1.731443e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78349 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
Score: -17314542.000000 Penalty: 5863.178711
	Iteration 59Q: 3 clusters Score -1.731454e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -17314600.000000 Penalty: 5863.178711
	Iteration 60F: 3 clusters Score -1.73146e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80460 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -17314640.000000 Penalty: 5863.178711
	Iteration 61Q: 3 clusters Score -1.731464e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81634 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -17314778.000000 Penalty: 5863.178711
	Iteration 62Q: 3 clusters Score -1.731478e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82951 members 
Mstep: Class 2 contains 53119 members 
Entering Unmasked Estep 
Score: -17315000.000000 Penalty: 5863.178711
	Iteration 63Q: 3 clusters Score -1.7315e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84334 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -17315154.000000 Penalty: 5863.178711
	Iteration 64Q: 3 clusters Score -1.731515e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85750 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -17315306.000000 Penalty: 5863.178711
	Iteration 65Q: 3 clusters Score -1.731531e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87207 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -17315512.000000 Penalty: 5863.178711
	Iteration 66Q: 3 clusters Score -1.731551e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88700 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -17315758.000000 Penalty: 5863.178711
	Iteration 67Q: 3 clusters Score -1.731576e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90249 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -17316026.000000 Penalty: 5863.178711
	Iteration 68Q: 3 clusters Score -1.731603e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91871 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -17316334.000000 Penalty: 5863.178711
	Iteration 69Q: 3 clusters Score -1.731633e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -17316588.000000 Penalty: 5863.178711
	Iteration 70Q: 3 clusters Score -1.731659e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95193 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -17316846.000000 Penalty: 5863.178711
	Iteration 71Q: 3 clusters Score -1.731685e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96859 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -17317124.000000 Penalty: 5863.178711
	Iteration 72Q: 3 clusters Score -1.731712e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98567 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -17317448.000000 Penalty: 5863.178711
	Iteration 73Q: 3 clusters Score -1.731745e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100218 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -17317714.000000 Penalty: 5863.178711
	Iteration 74Q: 3 clusters Score -1.731771e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101847 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -17317960.000000 Penalty: 5863.178711
	Iteration 75Q: 3 clusters Score -1.731796e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103588 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -17318374.000000 Penalty: 5863.178711
	Iteration 76Q: 3 clusters Score -1.731837e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105374 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -17318784.000000 Penalty: 5863.178711
	Iteration 77Q: 3 clusters Score -1.731878e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -17319314.000000 Penalty: 5863.178711
	Iteration 78Q: 3 clusters Score -1.731931e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108896 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -17319696.000000 Penalty: 5863.178711
	Iteration 79Q: 3 clusters Score -1.73197e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110596 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -17320206.000000 Penalty: 5863.178711
	Iteration 80F: 3 clusters Score -1.732021e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112350 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -17320652.000000 Penalty: 5863.178711
	Iteration 81Q: 3 clusters Score -1.732065e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114110 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -17321162.000000 Penalty: 5863.178711
	Iteration 82Q: 3 clusters Score -1.732116e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115763 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -17321574.000000 Penalty: 5863.178711
	Iteration 83Q: 3 clusters Score -1.732157e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117371 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -17322034.000000 Penalty: 5863.178711
	Iteration 84Q: 3 clusters Score -1.732203e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118946 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -17322600.000000 Penalty: 5863.178711
	Iteration 85Q: 3 clusters Score -1.73226e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120446 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -17323050.000000 Penalty: 5863.178711
	Iteration 86Q: 3 clusters Score -1.732305e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121844 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -17323492.000000 Penalty: 5863.178711
	Iteration 87Q: 3 clusters Score -1.732349e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123195 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -17323864.000000 Penalty: 5863.178711
	Iteration 88Q: 3 clusters Score -1.732386e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124394 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -17324156.000000 Penalty: 5863.178711
	Iteration 89Q: 3 clusters Score -1.732416e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125519 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -17324580.000000 Penalty: 5863.178711
	Iteration 90Q: 3 clusters Score -1.732458e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126619 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -17324860.000000 Penalty: 5863.178711
	Iteration 91Q: 3 clusters Score -1.732486e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127626 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -17325238.000000 Penalty: 5863.178711
	Iteration 92Q: 3 clusters Score -1.732524e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128524 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -17325592.000000 Penalty: 5863.178711
	Iteration 93Q: 3 clusters Score -1.732559e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129321 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -17325756.000000 Penalty: 5863.178711
	Iteration 94Q: 3 clusters Score -1.732576e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130035 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -17326050.000000 Penalty: 5863.178711
	Iteration 95Q: 3 clusters Score -1.732605e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130612 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -17326262.000000 Penalty: 5863.178711
	Iteration 96Q: 3 clusters Score -1.732626e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131085 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -17326474.000000 Penalty: 5863.178711
	Iteration 97Q: 3 clusters Score -1.732647e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131524 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -17326574.000000 Penalty: 5863.178711
	Iteration 98Q: 3 clusters Score -1.732657e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131909 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -17326730.000000 Penalty: 5863.178711
	Iteration 99Q: 3 clusters Score -1.732673e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132228 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -17326802.000000 Penalty: 5863.178711
	Iteration 100F: 3 clusters Score -1.73268e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132486 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -17326856.000000 Penalty: 5863.178711
	Iteration 101Q: 3 clusters Score -1.732686e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132712 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -17326908.000000 Penalty: 5863.178711
	Iteration 102Q: 3 clusters Score -1.732691e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132924 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -17326924.000000 Penalty: 5863.178711
	Iteration 103Q: 3 clusters Score -1.732692e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133107 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -17326992.000000 Penalty: 5863.178711
	Iteration 104Q: 3 clusters Score -1.732699e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133257 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -17327012.000000 Penalty: 5863.178711
	Iteration 105Q: 3 clusters Score -1.732701e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133396 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -17327062.000000 Penalty: 5863.178711
	Iteration 106Q: 3 clusters Score -1.732706e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133512 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -17327080.000000 Penalty: 5863.178711
	Iteration 107Q: 3 clusters Score -1.732708e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133601 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -17327080.000000 Penalty: 5863.178711
	Iteration 108Q: 3 clusters Score -1.732708e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133687 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -17327114.000000 Penalty: 5863.178711
	Iteration 109Q: 3 clusters Score -1.732711e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133762 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -17327118.000000 Penalty: 5863.178711
	Iteration 110Q: 3 clusters Score -1.732712e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133830 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -17327130.000000 Penalty: 5863.178711
	Iteration 111Q: 3 clusters Score -1.732713e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133881 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -17327146.000000 Penalty: 5863.178711
	Iteration 112Q: 3 clusters Score -1.732715e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133926 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -17327150.000000 Penalty: 5863.178711
	Iteration 113Q: 3 clusters Score -1.732715e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133963 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -17327168.000000 Penalty: 5863.178711
	Iteration 114Q: 3 clusters Score -1.732717e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133996 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -17327174.000000 Penalty: 5863.178711
	Iteration 115Q: 3 clusters Score -1.732717e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134020 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -17327154.000000 Penalty: 5863.178711
	Iteration 116Q: 3 clusters Score -1.732715e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134041 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -17327174.000000 Penalty: 5863.178711
	Iteration 117Q: 3 clusters Score -1.732717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134066 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -17327172.000000 Penalty: 5863.178711
	Iteration 118Q: 3 clusters Score -1.732717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134083 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -17327186.000000 Penalty: 5863.178711
	Iteration 119Q: 3 clusters Score -1.732719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134094 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -17327176.000000 Penalty: 5863.178711
	Iteration 120F: 3 clusters Score -1.732718e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134106 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -17327182.000000 Penalty: 5863.178711
	Iteration 121Q: 3 clusters Score -1.732718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134122 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -17327174.000000 Penalty: 5863.178711
	Iteration 122Q: 3 clusters Score -1.732717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134132 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -17327176.000000 Penalty: 5863.178711
	Iteration 123Q: 3 clusters Score -1.732718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134139 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -17327180.000000 Penalty: 5863.178711
	Iteration 124Q: 3 clusters Score -1.732718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134141 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -17327180.000000 Penalty: 5863.178711
	Iteration 125Q: 3 clusters Score -1.732718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134141 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -17327178.000000 Penalty: 5863.178711
	Iteration 126Q: 3 clusters Score -1.732718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134141 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -17327178.000000 Penalty: 5863.178711
	Iteration 127F: 3 clusters Score -1.732718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (150072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150072 members 
Entering Unmasked Estep 
Score: -19227872.000000 Penalty: 2955.879883
	Iteration 0F: 2 clusters Score -1.922787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75290 members 
Mstep: Class 2 contains 74782 members 
Entering Unmasked Estep 
Score: -19129716.000000 Penalty: 5911.759766
	Iteration 0F: 3 clusters Score -1.912972e+07 nChanged 71510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 69826 members 
Entering Unmasked Estep 
Score: -19170852.000000 Penalty: 5911.759766
	Iteration 1F: 3 clusters Score -1.917085e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -19171948.000000 Penalty: 5911.759766
	Iteration 2Q: 3 clusters Score -1.917195e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88164 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -19173772.000000 Penalty: 5911.759766
	Iteration 3Q: 3 clusters Score -1.917377e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95323 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -19177446.000000 Penalty: 5911.759766
	Iteration 4F: 3 clusters Score -1.917745e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105735 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -19184272.000000 Penalty: 5911.759766
	Iteration 5F: 3 clusters Score -1.918427e+07 nChanged 13608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119291 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -19196122.000000 Penalty: 5911.759766
	Iteration 6F: 3 clusters Score -1.919612e+07 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133244 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -19210064.000000 Penalty: 5911.759766
	Iteration 7F: 3 clusters Score -1.921006e+07 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143467 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -19220636.000000 Penalty: 5911.759766
	Iteration 8F: 3 clusters Score -1.922064e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148044 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -19224088.000000 Penalty: 5911.759766
	Iteration 9Q: 3 clusters Score -1.922409e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149405 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -19224862.000000 Penalty: 5911.759766
	Iteration 10Q: 3 clusters Score -1.922486e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149727 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -19225122.000000 Penalty: 5911.759766
	Iteration 11Q: 3 clusters Score -1.922512e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149804 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19225178.000000 Penalty: 5911.759766
	Iteration 12Q: 3 clusters Score -1.922518e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149831 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19225212.000000 Penalty: 5911.759766
	Iteration 13Q: 3 clusters Score -1.922521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149845 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19225222.000000 Penalty: 5911.759766
	Iteration 14Q: 3 clusters Score -1.922522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149854 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19225242.000000 Penalty: 5911.759766
	Iteration 15Q: 3 clusters Score -1.922524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149856 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19225272.000000 Penalty: 5911.759766
	Iteration 16Q: 3 clusters Score -1.922527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149857 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19225276.000000 Penalty: 5911.759766
	Iteration 17Q: 3 clusters Score -1.922528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149859 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19225276.000000 Penalty: 5911.759766
	Iteration 18Q: 3 clusters Score -1.922528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149860 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19225276.000000 Penalty: 5911.759766
	Iteration 19Q: 3 clusters Score -1.922528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149859 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19225282.000000 Penalty: 5911.759766
	Iteration 20F: 3 clusters Score -1.922528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149858 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19225274.000000 Penalty: 5911.759766
	Iteration 21Q: 3 clusters Score -1.922527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149858 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19225274.000000 Penalty: 5911.759766
	Iteration 22F: 3 clusters Score -1.922527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Entering Unmasked Estep 
Score: -270651.781250 Penalty: 1904.454346
	Iteration 0F: 2 clusters Score -270651.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -267883.437500 Penalty: 3808.908691
	Iteration 0F: 3 clusters Score -267883.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -268380.406250 Penalty: 3808.908691
	Iteration 1F: 3 clusters Score -268380.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -268533.000000 Penalty: 3808.908691
	Iteration 2F: 3 clusters Score -268533 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -268619.906250 Penalty: 3808.908691
	Iteration 3Q: 3 clusters Score -268619.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -268674.718750 Penalty: 3808.908691
	Iteration 4Q: 3 clusters Score -268674.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -268704.187500 Penalty: 3808.908691
	Iteration 5Q: 3 clusters Score -268704.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -268722.781250 Penalty: 3808.908691
	Iteration 6Q: 3 clusters Score -268722.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -268732.875000 Penalty: 3808.908691
	Iteration 7Q: 3 clusters Score -268732.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -268741.562500 Penalty: 3808.908691
	Iteration 8Q: 3 clusters Score -268741.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -268749.406250 Penalty: 3808.908691
	Iteration 9Q: 3 clusters Score -268749.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -268754.937500 Penalty: 3808.908691
	Iteration 10Q: 3 clusters Score -268754.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -268760.031250 Penalty: 3808.908691
	Iteration 11Q: 3 clusters Score -268760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -268762.906250 Penalty: 3808.908691
	Iteration 12Q: 3 clusters Score -268762.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -268764.156250 Penalty: 3808.908691
	Iteration 13Q: 3 clusters Score -268764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -268767.093750 Penalty: 3808.908691
	Iteration 14Q: 3 clusters Score -268767.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -268769.843750 Penalty: 3808.908691
	Iteration 15Q: 3 clusters Score -268769.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -268772.031250 Penalty: 3808.908691
	Iteration 16Q: 3 clusters Score -268772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -268773.625000 Penalty: 3808.908691
	Iteration 17Q: 3 clusters Score -268773.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -268775.968750 Penalty: 3808.908691
	Iteration 18Q: 3 clusters Score -268776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -268777.312500 Penalty: 3808.908691
	Iteration 19Q: 3 clusters Score -268777.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -268778.937500 Penalty: 3808.908691
	Iteration 20F: 3 clusters Score -268778.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Entering Unmasked Estep 
Score: -244384.000000 Penalty: 1881.023682
	Iteration 0F: 2 clusters Score -244384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -241762.140625 Penalty: 3762.047363
	Iteration 0F: 3 clusters Score -241762.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -242230.765625 Penalty: 3762.047363
	Iteration 1F: 3 clusters Score -242230.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -242346.062500 Penalty: 3762.047363
	Iteration 2F: 3 clusters Score -242346.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -242400.171875 Penalty: 3762.047363
	Iteration 3Q: 3 clusters Score -242400.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -242418.812500 Penalty: 3762.047363
	Iteration 4Q: 3 clusters Score -242418.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -242434.171875 Penalty: 3762.047363
	Iteration 5Q: 3 clusters Score -242434.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -242447.859375 Penalty: 3762.047363
	Iteration 6Q: 3 clusters Score -242447.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -242454.515625 Penalty: 3762.047363
	Iteration 7Q: 3 clusters Score -242454.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -242459.687500 Penalty: 3762.047363
	Iteration 8Q: 3 clusters Score -242459.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -242463.312500 Penalty: 3762.047363
	Iteration 9Q: 3 clusters Score -242463.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -242465.078125 Penalty: 3762.047363
	Iteration 10Q: 3 clusters Score -242465.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -242468.015625 Penalty: 3762.047363
	Iteration 11Q: 3 clusters Score -242468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -242470.765625 Penalty: 3762.047363
	Iteration 12Q: 3 clusters Score -242470.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -242474.109375 Penalty: 3762.047363
	Iteration 13Q: 3 clusters Score -242474.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -242478.109375 Penalty: 3762.047363
	Iteration 14Q: 3 clusters Score -242478.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -242482.703125 Penalty: 3762.047363
	Iteration 15Q: 3 clusters Score -242482.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -242486.031250 Penalty: 3762.047363
	Iteration 16Q: 3 clusters Score -242486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -242489.218750 Penalty: 3762.047363
	Iteration 17Q: 3 clusters Score -242489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -242492.312500 Penalty: 3762.047363
	Iteration 18Q: 3 clusters Score -242492.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -242495.765625 Penalty: 3762.047363
	Iteration 19Q: 3 clusters Score -242495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -242497.750000 Penalty: 3762.047363
	Iteration 20F: 3 clusters Score -242497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -242498.390625 Penalty: 3762.047363
	Iteration 21Q: 3 clusters Score -242498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -242499.171875 Penalty: 3762.047363
	Iteration 22Q: 3 clusters Score -242499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -242499.671875 Penalty: 3762.047363
	Iteration 23Q: 3 clusters Score -242499.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -242501.515625 Penalty: 3762.047363
	Iteration 24Q: 3 clusters Score -242501.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -242502.640625 Penalty: 3762.047363
	Iteration 25Q: 3 clusters Score -242502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -242503.843750 Penalty: 3762.047363
	Iteration 26Q: 3 clusters Score -242503.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -242505.531250 Penalty: 3762.047363
	Iteration 27Q: 3 clusters Score -242505.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -242508.843750 Penalty: 3762.047363
	Iteration 28Q: 3 clusters Score -242508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -242509.515625 Penalty: 3762.047363
	Iteration 29Q: 3 clusters Score -242509.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -242509.875000 Penalty: 3762.047363
	Iteration 30Q: 3 clusters Score -242509.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -242510.937500 Penalty: 3762.047363
	Iteration 31Q: 3 clusters Score -242510.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -242513.734375 Penalty: 3762.047363
	Iteration 32Q: 3 clusters Score -242513.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -242515.796875 Penalty: 3762.047363
	Iteration 33Q: 3 clusters Score -242515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -242516.406250 Penalty: 3762.047363
	Iteration 34Q: 3 clusters Score -242516.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -242518.453125 Penalty: 3762.047363
	Iteration 35Q: 3 clusters Score -242518.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -242519.828125 Penalty: 3762.047363
	Iteration 36Q: 3 clusters Score -242519.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -242521.812500 Penalty: 3762.047363
	Iteration 37Q: 3 clusters Score -242521.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -242523.406250 Penalty: 3762.047363
	Iteration 38Q: 3 clusters Score -242523.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -242523.828125 Penalty: 3762.047363
	Iteration 39Q: 3 clusters Score -242523.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -242525.171875 Penalty: 3762.047363
	Iteration 40F: 3 clusters Score -242525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -242525.250000 Penalty: 3762.047363
	Iteration 41Q: 3 clusters Score -242525.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -242525.250000 Penalty: 3762.047363
	Iteration 42F: 3 clusters Score -242525.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -56128.519531 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -56128.52 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 281 members 
Entering Unmasked Estep 
Score: -54655.335938 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -54655.34 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -55278.253906 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -55278.25 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -55581.875000 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -55581.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -55874.921875 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -55874.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -56117.125000 Penalty: 3126.099121
	Iteration 4F: 3 clusters Score -56117.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -56233.625000 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -56233.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -56280.195312 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -56280.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -56296.871094 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -56296.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -56296.871094 Penalty: 3126.099121
	Iteration 8F: 3 clusters Score -56296.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54543 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 38700 members 
Mstep: Class 5 contains 14321 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150264 members 
Mstep: Class 8 contains 130817 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 105260 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 145256 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 166730 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 22981 members 
Mstep: Class 17 contains 33694 members 
Mstep: Class 18 contains 77983 members 
Mstep: Class 19 contains 41645 members 
Mstep: Class 20 contains 136070 members 
Mstep: Class 21 contains 150072 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 85 members 
Mstep: Class 25 contains 461 members 
Entering Unmasked Estep 
Score: -161305392.000000 Penalty: 87239.546875
Splitting cluster 24 changes total score from -161307200.000000 to -161305392.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54543 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 38700 members 
Mstep: Class 5 contains 14321 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150264 members 
Mstep: Class 8 contains 130817 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 105260 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 145256 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 166730 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 22981 members 
Mstep: Class 17 contains 33694 members 
Mstep: Class 18 contains 77983 members 
Mstep: Class 19 contains 41645 members 
Mstep: Class 20 contains 136070 members 
Mstep: Class 21 contains 150072 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161307216.000000 Penalty: 83749.968750
Iteration 279Q: 25 clusters Score -1.613072e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54538 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 38682 members 
Mstep: Class 5 contains 14298 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150229 members 
Mstep: Class 8 contains 131058 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 105191 members 
Mstep: Class 11 contains 9352 members 
Mstep: Class 12 contains 145172 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 166650 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 22721 members 
Mstep: Class 17 contains 33732 members 
Mstep: Class 18 contains 77987 members 
Mstep: Class 19 contains 42088 members 
Mstep: Class 20 contains 135914 members 
Mstep: Class 21 contains 150081 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161307232.000000 Penalty: 83749.968750
Iteration 280F: 25 clusters Score -1.613072e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54541 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 38653 members 
Mstep: Class 5 contains 14275 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150219 members 
Mstep: Class 8 contains 131312 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 105116 members 
Mstep: Class 11 contains 9349 members 
Mstep: Class 12 contains 145101 members 
Mstep: Class 13 contains 5058 members 
Mstep: Class 14 contains 166581 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 22455 members 
Mstep: Class 17 contains 33763 members 
Mstep: Class 18 contains 77989 members 
Mstep: Class 19 contains 42550 members 
Mstep: Class 20 contains 135741 members 
Mstep: Class 21 contains 150052 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161307488.000000 Penalty: 83749.968750
Iteration 281Q: 25 clusters Score -1.613075e+08 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54555 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 38649 members 
Mstep: Class 5 contains 14252 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150167 members 
Mstep: Class 8 contains 131594 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 105029 members 
Mstep: Class 11 contains 9350 members 
Mstep: Class 12 contains 145019 members 
Mstep: Class 13 contains 5055 members 
Mstep: Class 14 contains 166527 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 22182 members 
Mstep: Class 17 contains 33786 members 
Mstep: Class 18 contains 77985 members 
Mstep: Class 19 contains 42972 members 
Mstep: Class 20 contains 135568 members 
Mstep: Class 21 contains 150065 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161307552.000000 Penalty: 83749.968750
Iteration 282Q: 25 clusters Score -1.613076e+08 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54567 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 38635 members 
Mstep: Class 5 contains 14241 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150151 members 
Mstep: Class 8 contains 131844 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 104952 members 
Mstep: Class 11 contains 9343 members 
Mstep: Class 12 contains 144901 members 
Mstep: Class 13 contains 5050 members 
Mstep: Class 14 contains 166470 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 21941 members 
Mstep: Class 17 contains 33805 members 
Mstep: Class 18 contains 77982 members 
Mstep: Class 19 contains 43432 members 
Mstep: Class 20 contains 135382 members 
Mstep: Class 21 contains 150059 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308000.000000 Penalty: 83749.968750
Iteration 283Q: 25 clusters Score -1.61308e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54571 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 38624 members 
Mstep: Class 5 contains 14236 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150091 members 
Mstep: Class 8 contains 132095 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 104869 members 
Mstep: Class 11 contains 9334 members 
Mstep: Class 12 contains 144773 members 
Mstep: Class 13 contains 5046 members 
Mstep: Class 14 contains 166413 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 21693 members 
Mstep: Class 17 contains 33829 members 
Mstep: Class 18 contains 77985 members 
Mstep: Class 19 contains 43955 members 
Mstep: Class 20 contains 135178 members 
Mstep: Class 21 contains 150063 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308016.000000 Penalty: 83749.968750
Iteration 284Q: 25 clusters Score -1.61308e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54572 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 38599 members 
Mstep: Class 5 contains 14219 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150049 members 
Mstep: Class 8 contains 132301 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 104772 members 
Mstep: Class 11 contains 9334 members 
Mstep: Class 12 contains 144671 members 
Mstep: Class 13 contains 5043 members 
Mstep: Class 14 contains 166342 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 21507 members 
Mstep: Class 17 contains 33853 members 
Mstep: Class 18 contains 77997 members 
Mstep: Class 19 contains 44488 members 
Mstep: Class 20 contains 134947 members 
Mstep: Class 21 contains 150062 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308368.000000 Penalty: 83749.968750
Iteration 285Q: 25 clusters Score -1.613084e+08 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54583 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 38585 members 
Mstep: Class 5 contains 14191 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149979 members 
Mstep: Class 8 contains 132492 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 104679 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 144584 members 
Mstep: Class 13 contains 5039 members 
Mstep: Class 14 contains 166280 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 21296 members 
Mstep: Class 17 contains 33871 members 
Mstep: Class 18 contains 78006 members 
Mstep: Class 19 contains 45050 members 
Mstep: Class 20 contains 134710 members 
Mstep: Class 21 contains 150079 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308496.000000 Penalty: 83749.968750
Iteration 286Q: 25 clusters Score -1.613085e+08 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54604 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 38567 members 
Mstep: Class 5 contains 14157 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149960 members 
Mstep: Class 8 contains 132717 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 104594 members 
Mstep: Class 11 contains 9330 members 
Mstep: Class 12 contains 144522 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 166229 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 21072 members 
Mstep: Class 17 contains 33886 members 
Mstep: Class 18 contains 78007 members 
Mstep: Class 19 contains 45603 members 
Mstep: Class 20 contains 134442 members 
Mstep: Class 21 contains 150031 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308624.000000 Penalty: 83749.968750
Iteration 287Q: 25 clusters Score -1.613086e+08 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54614 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 38546 members 
Mstep: Class 5 contains 14134 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149930 members 
Mstep: Class 8 contains 132973 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 104506 members 
Mstep: Class 11 contains 9328 members 
Mstep: Class 12 contains 144441 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 166178 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 20841 members 
Mstep: Class 17 contains 33909 members 
Mstep: Class 18 contains 78003 members 
Mstep: Class 19 contains 46165 members 
Mstep: Class 20 contains 134180 members 
Mstep: Class 21 contains 149977 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308896.000000 Penalty: 83749.968750
Iteration 288Q: 25 clusters Score -1.613089e+08 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54630 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 38546 members 
Mstep: Class 5 contains 14100 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149954 members 
Mstep: Class 8 contains 133202 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 104429 members 
Mstep: Class 11 contains 9325 members 
Mstep: Class 12 contains 144372 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 166114 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 20616 members 
Mstep: Class 17 contains 33941 members 
Mstep: Class 18 contains 78003 members 
Mstep: Class 19 contains 46695 members 
Mstep: Class 20 contains 133903 members 
Mstep: Class 21 contains 149897 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308960.000000 Penalty: 83749.968750
Iteration 289Q: 25 clusters Score -1.61309e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54643 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 38513 members 
Mstep: Class 5 contains 14079 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149976 members 
Mstep: Class 8 contains 133417 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 104355 members 
Mstep: Class 11 contains 9320 members 
Mstep: Class 12 contains 144271 members 
Mstep: Class 13 contains 5023 members 
Mstep: Class 14 contains 166041 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 20449 members 
Mstep: Class 17 contains 33968 members 
Mstep: Class 18 contains 77995 members 
Mstep: Class 19 contains 47206 members 
Mstep: Class 20 contains 133622 members 
Mstep: Class 21 contains 149877 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309056.000000 Penalty: 83749.968750
Iteration 290Q: 25 clusters Score -1.613091e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54660 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 38484 members 
Mstep: Class 5 contains 14054 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149978 members 
Mstep: Class 8 contains 133618 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 104286 members 
Mstep: Class 11 contains 9316 members 
Mstep: Class 12 contains 144175 members 
Mstep: Class 13 contains 5021 members 
Mstep: Class 14 contains 165933 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 20321 members 
Mstep: Class 17 contains 33985 members 
Mstep: Class 18 contains 77989 members 
Mstep: Class 19 contains 47751 members 
Mstep: Class 20 contains 133353 members 
Mstep: Class 21 contains 149831 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309040.000000 Penalty: 83749.968750
Iteration 291Q: 25 clusters Score -1.61309e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54666 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 38477 members 
Mstep: Class 5 contains 14039 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149999 members 
Mstep: Class 8 contains 133831 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 104218 members 
Mstep: Class 11 contains 9314 members 
Mstep: Class 12 contains 144009 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 165793 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 20179 members 
Mstep: Class 17 contains 34009 members 
Mstep: Class 18 contains 77986 members 
Mstep: Class 19 contains 48341 members 
Mstep: Class 20 contains 133094 members 
Mstep: Class 21 contains 149784 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308944.000000 Penalty: 83749.968750
Iteration 292Q: 25 clusters Score -1.613089e+08 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54674 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 38458 members 
Mstep: Class 5 contains 14020 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150054 members 
Mstep: Class 8 contains 134036 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 104155 members 
Mstep: Class 11 contains 9312 members 
Mstep: Class 12 contains 143885 members 
Mstep: Class 13 contains 5011 members 
Mstep: Class 14 contains 165655 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 20046 members 
Mstep: Class 17 contains 34038 members 
Mstep: Class 18 contains 77974 members 
Mstep: Class 19 contains 48937 members 
Mstep: Class 20 contains 132829 members 
Mstep: Class 21 contains 149672 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309088.000000 Penalty: 83749.968750
Iteration 293Q: 25 clusters Score -1.613091e+08 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54688 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 38436 members 
Mstep: Class 5 contains 14001 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150113 members 
Mstep: Class 8 contains 134223 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 104076 members 
Mstep: Class 11 contains 9315 members 
Mstep: Class 12 contains 143755 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 165546 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 19948 members 
Mstep: Class 17 contains 34062 members 
Mstep: Class 18 contains 77965 members 
Mstep: Class 19 contains 49483 members 
Mstep: Class 20 contains 132580 members 
Mstep: Class 21 contains 149557 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309456.000000 Penalty: 83749.968750
Iteration 294Q: 25 clusters Score -1.613095e+08 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54689 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 38403 members 
Mstep: Class 5 contains 13991 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150143 members 
Mstep: Class 8 contains 134401 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 103987 members 
Mstep: Class 11 contains 9317 members 
Mstep: Class 12 contains 143639 members 
Mstep: Class 13 contains 5004 members 
Mstep: Class 14 contains 165466 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 19874 members 
Mstep: Class 17 contains 34087 members 
Mstep: Class 18 contains 77949 members 
Mstep: Class 19 contains 50016 members 
Mstep: Class 20 contains 132326 members 
Mstep: Class 21 contains 149463 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309616.000000 Penalty: 83749.968750
Iteration 295Q: 25 clusters Score -1.613096e+08 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54692 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 38383 members 
Mstep: Class 5 contains 13971 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150140 members 
Mstep: Class 8 contains 134561 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 103888 members 
Mstep: Class 11 contains 9318 members 
Mstep: Class 12 contains 143505 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 165395 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 19793 members 
Mstep: Class 17 contains 34120 members 
Mstep: Class 18 contains 77946 members 
Mstep: Class 19 contains 50576 members 
Mstep: Class 20 contains 132060 members 
Mstep: Class 21 contains 149404 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309776.000000 Penalty: 83749.968750
Iteration 296Q: 25 clusters Score -1.613098e+08 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54702 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 38358 members 
Mstep: Class 5 contains 13944 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150152 members 
Mstep: Class 8 contains 134714 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 103802 members 
Mstep: Class 11 contains 9314 members 
Mstep: Class 12 contains 143378 members 
Mstep: Class 13 contains 4999 members 
Mstep: Class 14 contains 165324 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 19703 members 
Mstep: Class 17 contains 34145 members 
Mstep: Class 18 contains 77934 members 
Mstep: Class 19 contains 51148 members 
Mstep: Class 20 contains 131806 members 
Mstep: Class 21 contains 149332 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309712.000000 Penalty: 83749.968750
Iteration 297Q: 25 clusters Score -1.613097e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54710 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 38339 members 
Mstep: Class 5 contains 13912 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150160 members 
Mstep: Class 8 contains 134885 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 103728 members 
Mstep: Class 11 contains 9315 members 
Mstep: Class 12 contains 143278 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 165301 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 19605 members 
Mstep: Class 17 contains 34164 members 
Mstep: Class 18 contains 77920 members 
Mstep: Class 19 contains 51713 members 
Mstep: Class 20 contains 131527 members 
Mstep: Class 21 contains 149206 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309536.000000 Penalty: 83749.968750
Iteration 298Q: 25 clusters Score -1.613095e+08 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54720 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 38304 members 
Mstep: Class 5 contains 13877 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150132 members 
Mstep: Class 8 contains 135056 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 103646 members 
Mstep: Class 11 contains 9316 members 
Mstep: Class 12 contains 143139 members 
Mstep: Class 13 contains 4988 members 
Mstep: Class 14 contains 165274 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 19476 members 
Mstep: Class 17 contains 34187 members 
Mstep: Class 18 contains 77911 members 
Mstep: Class 19 contains 52301 members 
Mstep: Class 20 contains 131247 members 
Mstep: Class 21 contains 149181 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309776.000000 Penalty: 83749.968750
Iteration 299Q: 25 clusters Score -1.613098e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54738 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 38264 members 
Mstep: Class 5 contains 13849 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150103 members 
Mstep: Class 8 contains 135226 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 103543 members 
Mstep: Class 11 contains 9311 members 
Mstep: Class 12 contains 143010 members 
Mstep: Class 13 contains 4982 members 
Mstep: Class 14 contains 165227 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 19366 members 
Mstep: Class 17 contains 34215 members 
Mstep: Class 18 contains 77910 members 
Mstep: Class 19 contains 52903 members 
Mstep: Class 20 contains 130969 members 
Mstep: Class 21 contains 149139 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309488.000000 Penalty: 83749.968750
Iteration 300F: 25 clusters Score -1.613095e+08 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54750 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 38225 members 
Mstep: Class 5 contains 13817 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150093 members 
Mstep: Class 8 contains 135376 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 103455 members 
Mstep: Class 11 contains 9315 members 
Mstep: Class 12 contains 142859 members 
Mstep: Class 13 contains 4976 members 
Mstep: Class 14 contains 165182 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 19256 members 
Mstep: Class 17 contains 34248 members 
Mstep: Class 18 contains 77906 members 
Mstep: Class 19 contains 53518 members 
Mstep: Class 20 contains 130656 members 
Mstep: Class 21 contains 149124 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309360.000000 Penalty: 83749.968750
Iteration 301Q: 25 clusters Score -1.613094e+08 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54750 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 38192 members 
Mstep: Class 5 contains 13790 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150099 members 
Mstep: Class 8 contains 135516 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 103365 members 
Mstep: Class 11 contains 9318 members 
Mstep: Class 12 contains 142698 members 
Mstep: Class 13 contains 4972 members 
Mstep: Class 14 contains 165081 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 19146 members 
Mstep: Class 17 contains 34270 members 
Mstep: Class 18 contains 77907 members 
Mstep: Class 19 contains 54115 members 
Mstep: Class 20 contains 130357 members 
Mstep: Class 21 contains 149179 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309440.000000 Penalty: 83749.968750
Iteration 302Q: 25 clusters Score -1.613094e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54774 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 38163 members 
Mstep: Class 5 contains 13750 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150090 members 
Mstep: Class 8 contains 135646 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 103272 members 
Mstep: Class 11 contains 9317 members 
Mstep: Class 12 contains 142565 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 164988 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 19063 members 
Mstep: Class 17 contains 34287 members 
Mstep: Class 18 contains 77907 members 
Mstep: Class 19 contains 54717 members 
Mstep: Class 20 contains 130083 members 
Mstep: Class 21 contains 149168 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309600.000000 Penalty: 83749.968750
Iteration 303Q: 25 clusters Score -1.613096e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54789 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 38140 members 
Mstep: Class 5 contains 13729 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150062 members 
Mstep: Class 8 contains 135787 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 103179 members 
Mstep: Class 11 contains 9319 members 
Mstep: Class 12 contains 142422 members 
Mstep: Class 13 contains 4959 members 
Mstep: Class 14 contains 164898 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 18959 members 
Mstep: Class 17 contains 34305 members 
Mstep: Class 18 contains 77904 members 
Mstep: Class 19 contains 55331 members 
Mstep: Class 20 contains 129817 members 
Mstep: Class 21 contains 149155 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309936.000000 Penalty: 83749.968750
Iteration 304Q: 25 clusters Score -1.613099e+08 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54810 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 38121 members 
Mstep: Class 5 contains 13708 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150035 members 
Mstep: Class 8 contains 135922 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 103067 members 
Mstep: Class 11 contains 9322 members 
Mstep: Class 12 contains 142286 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 164797 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 18852 members 
Mstep: Class 17 contains 34325 members 
Mstep: Class 18 contains 77900 members 
Mstep: Class 19 contains 55948 members 
Mstep: Class 20 contains 129525 members 
Mstep: Class 21 contains 149180 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309856.000000 Penalty: 83749.968750
Iteration 305Q: 25 clusters Score -1.613099e+08 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54825 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 38094 members 
Mstep: Class 5 contains 13690 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150012 members 
Mstep: Class 8 contains 136057 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 102929 members 
Mstep: Class 11 contains 9319 members 
Mstep: Class 12 contains 142163 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 164696 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 18740 members 
Mstep: Class 17 contains 34356 members 
Mstep: Class 18 contains 77886 members 
Mstep: Class 19 contains 56572 members 
Mstep: Class 20 contains 129249 members 
Mstep: Class 21 contains 149212 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309840.000000 Penalty: 83749.968750
Iteration 306Q: 25 clusters Score -1.613098e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54843 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 38075 members 
Mstep: Class 5 contains 13686 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150025 members 
Mstep: Class 8 contains 136181 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 102793 members 
Mstep: Class 11 contains 9318 members 
Mstep: Class 12 contains 142062 members 
Mstep: Class 13 contains 4949 members 
Mstep: Class 14 contains 164593 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 18631 members 
Mstep: Class 17 contains 34380 members 
Mstep: Class 18 contains 77887 members 
Mstep: Class 19 contains 57219 members 
Mstep: Class 20 contains 128994 members 
Mstep: Class 21 contains 149116 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309792.000000 Penalty: 83749.968750
Iteration 307Q: 25 clusters Score -1.613098e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54848 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 38046 members 
Mstep: Class 5 contains 13677 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150068 members 
Mstep: Class 8 contains 136291 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 102628 members 
Mstep: Class 11 contains 9311 members 
Mstep: Class 12 contains 141964 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 164472 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 18557 members 
Mstep: Class 17 contains 34412 members 
Mstep: Class 18 contains 77877 members 
Mstep: Class 19 contains 57851 members 
Mstep: Class 20 contains 128772 members 
Mstep: Class 21 contains 149032 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309904.000000 Penalty: 83749.968750
Iteration 308Q: 25 clusters Score -1.613099e+08 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54839 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 38025 members 
Mstep: Class 5 contains 13662 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150059 members 
Mstep: Class 8 contains 136407 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 102460 members 
Mstep: Class 11 contains 9307 members 
Mstep: Class 12 contains 141870 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 164333 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 18454 members 
Mstep: Class 17 contains 34447 members 
Mstep: Class 18 contains 77863 members 
Mstep: Class 19 contains 58551 members 
Mstep: Class 20 contains 128536 members 
Mstep: Class 21 contains 148995 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309856.000000 Penalty: 83749.968750
Iteration 309Q: 25 clusters Score -1.613099e+08 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54840 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 37998 members 
Mstep: Class 5 contains 13654 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150079 members 
Mstep: Class 8 contains 136519 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 102292 members 
Mstep: Class 11 contains 9302 members 
Mstep: Class 12 contains 141767 members 
Mstep: Class 13 contains 4941 members 
Mstep: Class 14 contains 164207 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 18351 members 
Mstep: Class 17 contains 34480 members 
Mstep: Class 18 contains 77861 members 
Mstep: Class 19 contains 59241 members 
Mstep: Class 20 contains 128298 members 
Mstep: Class 21 contains 148922 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309888.000000 Penalty: 83749.968750
Iteration 310Q: 25 clusters Score -1.613099e+08 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54840 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 37974 members 
Mstep: Class 5 contains 13656 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 150017 members 
Mstep: Class 8 contains 136631 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 102122 members 
Mstep: Class 11 contains 9294 members 
Mstep: Class 12 contains 141619 members 
Mstep: Class 13 contains 4935 members 
Mstep: Class 14 contains 164132 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 18260 members 
Mstep: Class 17 contains 34507 members 
Mstep: Class 18 contains 77863 members 
Mstep: Class 19 contains 59932 members 
Mstep: Class 20 contains 128045 members 
Mstep: Class 21 contains 148925 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310064.000000 Penalty: 83749.968750
Iteration 311Q: 25 clusters Score -1.613101e+08 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54834 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 37939 members 
Mstep: Class 5 contains 13644 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149977 members 
Mstep: Class 8 contains 136752 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 101931 members 
Mstep: Class 11 contains 9290 members 
Mstep: Class 12 contains 141489 members 
Mstep: Class 13 contains 4933 members 
Mstep: Class 14 contains 164083 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 18152 members 
Mstep: Class 17 contains 34527 members 
Mstep: Class 18 contains 77863 members 
Mstep: Class 19 contains 60660 members 
Mstep: Class 20 contains 127754 members 
Mstep: Class 21 contains 148920 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309872.000000 Penalty: 83749.968750
Iteration 312Q: 25 clusters Score -1.613099e+08 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54829 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 37920 members 
Mstep: Class 5 contains 13634 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149924 members 
Mstep: Class 8 contains 136867 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 101786 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 141382 members 
Mstep: Class 13 contains 4932 members 
Mstep: Class 14 contains 164015 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 18040 members 
Mstep: Class 17 contains 34558 members 
Mstep: Class 18 contains 77846 members 
Mstep: Class 19 contains 61428 members 
Mstep: Class 20 contains 127418 members 
Mstep: Class 21 contains 148881 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310064.000000 Penalty: 83749.968750
Iteration 313Q: 25 clusters Score -1.613101e+08 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54816 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 37890 members 
Mstep: Class 5 contains 13620 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149838 members 
Mstep: Class 8 contains 136943 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 101609 members 
Mstep: Class 11 contains 9282 members 
Mstep: Class 12 contains 141230 members 
Mstep: Class 13 contains 4932 members 
Mstep: Class 14 contains 163955 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 17986 members 
Mstep: Class 17 contains 34598 members 
Mstep: Class 18 contains 77829 members 
Mstep: Class 19 contains 62267 members 
Mstep: Class 20 contains 127138 members 
Mstep: Class 21 contains 148813 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310288.000000 Penalty: 83749.968750
Iteration 314Q: 25 clusters Score -1.613103e+08 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54811 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 37826 members 
Mstep: Class 5 contains 13622 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149751 members 
Mstep: Class 8 contains 137031 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 101470 members 
Mstep: Class 11 contains 9279 members 
Mstep: Class 12 contains 141065 members 
Mstep: Class 13 contains 4931 members 
Mstep: Class 14 contains 163864 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 17909 members 
Mstep: Class 17 contains 34629 members 
Mstep: Class 18 contains 77815 members 
Mstep: Class 19 contains 63161 members 
Mstep: Class 20 contains 126864 members 
Mstep: Class 21 contains 148718 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310608.000000 Penalty: 83749.968750
Iteration 315Q: 25 clusters Score -1.613106e+08 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54808 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 37777 members 
Mstep: Class 5 contains 13627 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149698 members 
Mstep: Class 8 contains 137091 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 101306 members 
Mstep: Class 11 contains 9275 members 
Mstep: Class 12 contains 140897 members 
Mstep: Class 13 contains 4927 members 
Mstep: Class 14 contains 163771 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 17852 members 
Mstep: Class 17 contains 34658 members 
Mstep: Class 18 contains 77792 members 
Mstep: Class 19 contains 64055 members 
Mstep: Class 20 contains 126600 members 
Mstep: Class 21 contains 148611 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310752.000000 Penalty: 83749.968750
Iteration 316Q: 25 clusters Score -1.613108e+08 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54814 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 13628 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149631 members 
Mstep: Class 8 contains 137171 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 101158 members 
Mstep: Class 11 contains 9279 members 
Mstep: Class 12 contains 140741 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 163691 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 17773 members 
Mstep: Class 17 contains 34681 members 
Mstep: Class 18 contains 77762 members 
Mstep: Class 19 contains 64948 members 
Mstep: Class 20 contains 126301 members 
Mstep: Class 21 contains 148525 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311088.000000 Penalty: 83749.968750
Iteration 317Q: 25 clusters Score -1.613111e+08 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54818 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 37668 members 
Mstep: Class 5 contains 13620 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149596 members 
Mstep: Class 8 contains 137231 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 101004 members 
Mstep: Class 11 contains 9278 members 
Mstep: Class 12 contains 140591 members 
Mstep: Class 13 contains 4920 members 
Mstep: Class 14 contains 163599 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 17697 members 
Mstep: Class 17 contains 34712 members 
Mstep: Class 18 contains 77743 members 
Mstep: Class 19 contains 65846 members 
Mstep: Class 20 contains 125988 members 
Mstep: Class 21 contains 148435 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311136.000000 Penalty: 83749.968750
Iteration 318Q: 25 clusters Score -1.613111e+08 nChanged 2813
Entering ConstructFrom: 
Score: -161311136.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -92251.382812 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -92251.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90461.132812 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -90461.13 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90937.421875 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -90937.42 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91247.195312 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -91247.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91525.562500 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -91525.56 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -91770.015625 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -91770.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -91949.039062 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -91949.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -92051.312500 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -92051.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -92227.273438 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -92227.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -92693.781250 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -92693.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -93274.968750 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -93274.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -93292.210938 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -93292.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -93292.210938 Penalty: 3342.123535
	Iteration 11F: 3 clusters Score -93292.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 54828 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 37626 members 
Mstep: Class 5 contains 13620 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149562 members 
Mstep: Class 8 contains 137302 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 100847 members 
Mstep: Class 11 contains 9277 members 
Mstep: Class 12 contains 140431 members 
Mstep: Class 13 contains 4920 members 
Mstep: Class 14 contains 163511 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 17618 members 
Mstep: Class 17 contains 34734 members 
Mstep: Class 18 contains 77713 members 
Mstep: Class 19 contains 66777 members 
Mstep: Class 20 contains 125626 members 
Mstep: Class 21 contains 148355 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 394 members 
Entering Unmasked Estep 
Score: -161310992.000000 Penalty: 87239.546875
Splitting cluster 1 changes total score from -161311136.000000 to -161310992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (54828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Entering Unmasked Estep 
Score: -6768502.000000 Penalty: 2706.165039
	Iteration 0F: 2 clusters Score -6768502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -6731754.500000 Penalty: 5412.330078
	Iteration 0F: 3 clusters Score -6731754 nChanged 25282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -6745787.500000 Penalty: 5412.330078
	Iteration 1F: 3 clusters Score -6745788 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -6746280.000000 Penalty: 5412.330078
	Iteration 2Q: 3 clusters Score -6746280 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -6746946.500000 Penalty: 5412.330078
	Iteration 3Q: 3 clusters Score -6746946 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -6747760.000000 Penalty: 5412.330078
	Iteration 4Q: 3 clusters Score -6747760 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -6748884.500000 Penalty: 5412.330078
	Iteration 5Q: 3 clusters Score -6748884 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -6750690.500000 Penalty: 5412.330078
	Iteration 6F: 3 clusters Score -6750690 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -6753293.000000 Penalty: 5412.330078
	Iteration 7F: 3 clusters Score -6753293 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -6756670.500000 Penalty: 5412.330078
	Iteration 8F: 3 clusters Score -6756670 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -6760031.000000 Penalty: 5412.330078
	Iteration 9F: 3 clusters Score -6760031 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -6762798.500000 Penalty: 5412.330078
	Iteration 10F: 3 clusters Score -6762798 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -6764515.000000 Penalty: 5412.330078
	Iteration 11Q: 3 clusters Score -6764515 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -6765338.000000 Penalty: 5412.330078
	Iteration 12Q: 3 clusters Score -6765338 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -6765754.000000 Penalty: 5412.330078
	Iteration 13Q: 3 clusters Score -6765754 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -6765930.000000 Penalty: 5412.330078
	Iteration 14Q: 3 clusters Score -6765930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -6766021.000000 Penalty: 5412.330078
	Iteration 15Q: 3 clusters Score -6766021 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -6766074.000000 Penalty: 5412.330078
	Iteration 16Q: 3 clusters Score -6766074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -6766107.000000 Penalty: 5412.330078
	Iteration 17Q: 3 clusters Score -6766107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -6766132.000000 Penalty: 5412.330078
	Iteration 18Q: 3 clusters Score -6766132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -6766144.000000 Penalty: 5412.330078
	Iteration 19Q: 3 clusters Score -6766144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -6766152.000000 Penalty: 5412.330078
	Iteration 20F: 3 clusters Score -6766152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -6766146.000000 Penalty: 5412.330078
	Iteration 21Q: 3 clusters Score -6766146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -6766148.000000 Penalty: 5412.330078
	Iteration 22Q: 3 clusters Score -6766148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -6766139.000000 Penalty: 5412.330078
	Iteration 23Q: 3 clusters Score -6766139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -6766142.000000 Penalty: 5412.330078
	Iteration 24Q: 3 clusters Score -6766142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -6766142.000000 Penalty: 5412.330078
	Iteration 25F: 3 clusters Score -6766142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -129319.835938 Penalty: 1744.309570
	Iteration 0F: 2 clusters Score -129319.8 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 583 members 
Entering Unmasked Estep 
Score: -127379.757812 Penalty: 3488.619141
	Iteration 0F: 3 clusters Score -127379.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -127840.328125 Penalty: 3488.619141
	Iteration 1F: 3 clusters Score -127840.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -128048.500000 Penalty: 3488.619141
	Iteration 2F: 3 clusters Score -128048.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128192.601562 Penalty: 3488.619141
	Iteration 3F: 3 clusters Score -128192.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -128272.195312 Penalty: 3488.619141
	Iteration 4F: 3 clusters Score -128272.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -128331.179688 Penalty: 3488.619141
	Iteration 5Q: 3 clusters Score -128331.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128369.750000 Penalty: 3488.619141
	Iteration 6Q: 3 clusters Score -128369.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -128396.132812 Penalty: 3488.619141
	Iteration 7Q: 3 clusters Score -128396.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -128415.078125 Penalty: 3488.619141
	Iteration 8Q: 3 clusters Score -128415.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -128436.328125 Penalty: 3488.619141
	Iteration 9Q: 3 clusters Score -128436.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -128528.078125 Penalty: 3488.619141
	Iteration 10Q: 3 clusters Score -128528.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -128585.210938 Penalty: 3488.619141
	Iteration 11Q: 3 clusters Score -128585.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -128674.664062 Penalty: 3488.619141
	Iteration 12Q: 3 clusters Score -128674.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -128768.976562 Penalty: 3488.619141
	Iteration 13Q: 3 clusters Score -128769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -128839.835938 Penalty: 3488.619141
	Iteration 14Q: 3 clusters Score -128839.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -128873.265625 Penalty: 3488.619141
	Iteration 15Q: 3 clusters Score -128873.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -128932.093750 Penalty: 3488.619141
	Iteration 16Q: 3 clusters Score -128932.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -128946.234375 Penalty: 3488.619141
	Iteration 17Q: 3 clusters Score -128946.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -128959.445312 Penalty: 3488.619141
	Iteration 18Q: 3 clusters Score -128959.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -128964.210938 Penalty: 3488.619141
	Iteration 19Q: 3 clusters Score -128964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -128966.656250 Penalty: 3488.619141
	Iteration 20F: 3 clusters Score -128966.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -128969.101562 Penalty: 3488.619141
	Iteration 21Q: 3 clusters Score -128969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -128969.890625 Penalty: 3488.619141
	Iteration 22Q: 3 clusters Score -128969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -128971.992188 Penalty: 3488.619141
	Iteration 23Q: 3 clusters Score -128972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -128975.640625 Penalty: 3488.619141
	Iteration 24Q: 3 clusters Score -128975.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128981.484375 Penalty: 3488.619141
	Iteration 25Q: 3 clusters Score -128981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -128988.914062 Penalty: 3488.619141
	Iteration 26Q: 3 clusters Score -128988.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -129002.734375 Penalty: 3488.619141
	Iteration 27Q: 3 clusters Score -129002.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -129040.085938 Penalty: 3488.619141
	Iteration 28Q: 3 clusters Score -129040.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -129072.882812 Penalty: 3488.619141
	Iteration 29Q: 3 clusters Score -129072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -129083.164062 Penalty: 3488.619141
	Iteration 30Q: 3 clusters Score -129083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -129088.578125 Penalty: 3488.619141
	Iteration 31Q: 3 clusters Score -129088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -129092.062500 Penalty: 3488.619141
	Iteration 32Q: 3 clusters Score -129092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -129093.742188 Penalty: 3488.619141
	Iteration 33Q: 3 clusters Score -129093.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -129094.890625 Penalty: 3488.619141
	Iteration 34Q: 3 clusters Score -129094.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -129096.398438 Penalty: 3488.619141
	Iteration 35Q: 3 clusters Score -129096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -129097.179688 Penalty: 3488.619141
	Iteration 36Q: 3 clusters Score -129097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -129097.179688 Penalty: 3488.619141
	Iteration 37F: 3 clusters Score -129097.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Entering Unmasked Estep 
Score: -4823315.500000 Penalty: 2612.791748
	Iteration 0F: 2 clusters Score -4823316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -4797685.000000 Penalty: 5225.583496
	Iteration 0F: 3 clusters Score -4797685 nChanged 17162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -4807102.000000 Penalty: 5225.583496
	Iteration 1F: 3 clusters Score -4807102 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -4807587.000000 Penalty: 5225.583496
	Iteration 2Q: 3 clusters Score -4807587 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -4808079.500000 Penalty: 5225.583496
	Iteration 3Q: 3 clusters Score -4808080 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -4808631.000000 Penalty: 5225.583496
	Iteration 4Q: 3 clusters Score -4808631 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -4809271.000000 Penalty: 5225.583496
	Iteration 5Q: 3 clusters Score -4809271 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -4810054.500000 Penalty: 5225.583496
	Iteration 6Q: 3 clusters Score -4810054 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -4810974.000000 Penalty: 5225.583496
	Iteration 7Q: 3 clusters Score -4810974 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -4811948.500000 Penalty: 5225.583496
	Iteration 8Q: 3 clusters Score -4811948 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -4813006.500000 Penalty: 5225.583496
	Iteration 9Q: 3 clusters Score -4813006 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -4814074.500000 Penalty: 5225.583496
	Iteration 10Q: 3 clusters Score -4814074 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -4814984.000000 Penalty: 5225.583496
	Iteration 11Q: 3 clusters Score -4814984 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -4815740.000000 Penalty: 5225.583496
	Iteration 12Q: 3 clusters Score -4815740 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -4816312.000000 Penalty: 5225.583496
	Iteration 13Q: 3 clusters Score -4816312 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -4816734.500000 Penalty: 5225.583496
	Iteration 14Q: 3 clusters Score -4816734 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -4817075.000000 Penalty: 5225.583496
	Iteration 15Q: 3 clusters Score -4817075 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -4817367.000000 Penalty: 5225.583496
	Iteration 16Q: 3 clusters Score -4817367 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -4817582.500000 Penalty: 5225.583496
	Iteration 17Q: 3 clusters Score -4817582 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -4817801.000000 Penalty: 5225.583496
	Iteration 18Q: 3 clusters Score -4817801 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -4818084.500000 Penalty: 5225.583496
	Iteration 19Q: 3 clusters Score -4818084 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -4818404.500000 Penalty: 5225.583496
	Iteration 20F: 3 clusters Score -4818404 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -4818763.500000 Penalty: 5225.583496
	Iteration 21Q: 3 clusters Score -4818764 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -4819131.500000 Penalty: 5225.583496
	Iteration 22Q: 3 clusters Score -4819132 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -4819436.500000 Penalty: 5225.583496
	Iteration 23Q: 3 clusters Score -4819436 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -4819665.000000 Penalty: 5225.583496
	Iteration 24Q: 3 clusters Score -4819665 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -4819835.000000 Penalty: 5225.583496
	Iteration 25Q: 3 clusters Score -4819835 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -4819970.500000 Penalty: 5225.583496
	Iteration 26Q: 3 clusters Score -4819970 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4820093.500000 Penalty: 5225.583496
	Iteration 27Q: 3 clusters Score -4820094 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -4820191.000000 Penalty: 5225.583496
	Iteration 28Q: 3 clusters Score -4820191 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -4820266.000000 Penalty: 5225.583496
	Iteration 29Q: 3 clusters Score -4820266 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -4820352.000000 Penalty: 5225.583496
	Iteration 30Q: 3 clusters Score -4820352 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -4820392.500000 Penalty: 5225.583496
	Iteration 31Q: 3 clusters Score -4820392 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -4820455.000000 Penalty: 5225.583496
	Iteration 32Q: 3 clusters Score -4820455 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -4820504.500000 Penalty: 5225.583496
	Iteration 33Q: 3 clusters Score -4820504 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -4820530.000000 Penalty: 5225.583496
	Iteration 34Q: 3 clusters Score -4820530 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -4820560.000000 Penalty: 5225.583496
	Iteration 35Q: 3 clusters Score -4820560 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -4820593.000000 Penalty: 5225.583496
	Iteration 36Q: 3 clusters Score -4820593 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -4820628.000000 Penalty: 5225.583496
	Iteration 37Q: 3 clusters Score -4820628 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4820630.000000 Penalty: 5225.583496
	Iteration 38Q: 3 clusters Score -4820630 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4820657.000000 Penalty: 5225.583496
	Iteration 39Q: 3 clusters Score -4820657 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4820682.500000 Penalty: 5225.583496
	Iteration 40F: 3 clusters Score -4820682 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4820703.500000 Penalty: 5225.583496
	Iteration 41Q: 3 clusters Score -4820704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4820711.000000 Penalty: 5225.583496
	Iteration 42Q: 3 clusters Score -4820711 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4820718.000000 Penalty: 5225.583496
	Iteration 43Q: 3 clusters Score -4820718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4820730.500000 Penalty: 5225.583496
	Iteration 44Q: 3 clusters Score -4820730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4820742.000000 Penalty: 5225.583496
	Iteration 45Q: 3 clusters Score -4820742 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4820754.000000 Penalty: 5225.583496
	Iteration 46Q: 3 clusters Score -4820754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4820763.500000 Penalty: 5225.583496
	Iteration 47Q: 3 clusters Score -4820764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4820772.500000 Penalty: 5225.583496
	Iteration 48Q: 3 clusters Score -4820772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4820785.000000 Penalty: 5225.583496
	Iteration 49Q: 3 clusters Score -4820785 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4820811.500000 Penalty: 5225.583496
	Iteration 50Q: 3 clusters Score -4820812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -4820817.500000 Penalty: 5225.583496
	Iteration 51Q: 3 clusters Score -4820818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4820830.000000 Penalty: 5225.583496
	Iteration 52Q: 3 clusters Score -4820830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4820830.500000 Penalty: 5225.583496
	Iteration 53Q: 3 clusters Score -4820830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4820851.000000 Penalty: 5225.583496
	Iteration 54Q: 3 clusters Score -4820851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4820852.500000 Penalty: 5225.583496
	Iteration 55Q: 3 clusters Score -4820852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4820854.000000 Penalty: 5225.583496
	Iteration 56Q: 3 clusters Score -4820854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4820861.500000 Penalty: 5225.583496
	Iteration 57Q: 3 clusters Score -4820862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4820866.500000 Penalty: 5225.583496
	Iteration 58Q: 3 clusters Score -4820866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4820871.000000 Penalty: 5225.583496
	Iteration 59Q: 3 clusters Score -4820871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4820864.000000 Penalty: 5225.583496
	Iteration 60F: 3 clusters Score -4820864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4820876.500000 Penalty: 5225.583496
	Iteration 61Q: 3 clusters Score -4820876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4820880.000000 Penalty: 5225.583496
	Iteration 62Q: 3 clusters Score -4820880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4820874.500000 Penalty: 5225.583496
	Iteration 63Q: 3 clusters Score -4820874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4820877.500000 Penalty: 5225.583496
	Iteration 64Q: 3 clusters Score -4820878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4820875.500000 Penalty: 5225.583496
	Iteration 65Q: 3 clusters Score -4820876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4820884.500000 Penalty: 5225.583496
	Iteration 66Q: 3 clusters Score -4820884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4820888.500000 Penalty: 5225.583496
	Iteration 67Q: 3 clusters Score -4820888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4820886.000000 Penalty: 5225.583496
	Iteration 68Q: 3 clusters Score -4820886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4820885.500000 Penalty: 5225.583496
	Iteration 69Q: 3 clusters Score -4820886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4820892.500000 Penalty: 5225.583496
	Iteration 70Q: 3 clusters Score -4820892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4820894.500000 Penalty: 5225.583496
	Iteration 71Q: 3 clusters Score -4820894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4820893.500000 Penalty: 5225.583496
	Iteration 72Q: 3 clusters Score -4820894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4820892.000000 Penalty: 5225.583496
	Iteration 73Q: 3 clusters Score -4820892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4820892.000000 Penalty: 5225.583496
	Iteration 74Q: 3 clusters Score -4820892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4820896.500000 Penalty: 5225.583496
	Iteration 75Q: 3 clusters Score -4820896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4820896.000000 Penalty: 5225.583496
	Iteration 76Q: 3 clusters Score -4820896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4820900.500000 Penalty: 5225.583496
	Iteration 77Q: 3 clusters Score -4820900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4820895.000000 Penalty: 5225.583496
	Iteration 78Q: 3 clusters Score -4820895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4820900.000000 Penalty: 5225.583496
	Iteration 79Q: 3 clusters Score -4820900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4820906.500000 Penalty: 5225.583496
	Iteration 80F: 3 clusters Score -4820906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4820907.000000 Penalty: 5225.583496
	Iteration 81Q: 3 clusters Score -4820907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4820908.500000 Penalty: 5225.583496
	Iteration 82Q: 3 clusters Score -4820908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4820908.000000 Penalty: 5225.583496
	Iteration 83Q: 3 clusters Score -4820908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4820910.500000 Penalty: 5225.583496
	Iteration 84Q: 3 clusters Score -4820910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4820917.000000 Penalty: 5225.583496
	Iteration 85Q: 3 clusters Score -4820917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4820914.500000 Penalty: 5225.583496
	Iteration 86Q: 3 clusters Score -4820914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4820921.500000 Penalty: 5225.583496
	Iteration 87Q: 3 clusters Score -4820922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4820917.500000 Penalty: 5225.583496
	Iteration 88Q: 3 clusters Score -4820918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4820918.000000 Penalty: 5225.583496
	Iteration 89Q: 3 clusters Score -4820918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4820918.000000 Penalty: 5225.583496
	Iteration 90Q: 3 clusters Score -4820918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4820918.000000 Penalty: 5225.583496
	Iteration 91F: 3 clusters Score -4820918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Entering Unmasked Estep 
Score: -1722232.875000 Penalty: 2360.785156
	Iteration 0F: 2 clusters Score -1722233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1712184.375000 Penalty: 4721.570312
	Iteration 0F: 3 clusters Score -1712184 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1715248.500000 Penalty: 4721.570312
	Iteration 1F: 3 clusters Score -1715248 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1715555.625000 Penalty: 4721.570312
	Iteration 2F: 3 clusters Score -1715556 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1715823.250000 Penalty: 4721.570312
	Iteration 3Q: 3 clusters Score -1715823 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1716114.375000 Penalty: 4721.570312
	Iteration 4Q: 3 clusters Score -1716114 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1716467.500000 Penalty: 4721.570312
	Iteration 5Q: 3 clusters Score -1716468 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1716987.500000 Penalty: 4721.570312
	Iteration 6F: 3 clusters Score -1716988 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1717597.750000 Penalty: 4721.570312
	Iteration 7F: 3 clusters Score -1717598 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1718285.250000 Penalty: 4721.570312
	Iteration 8F: 3 clusters Score -1718285 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1718872.625000 Penalty: 4721.570312
	Iteration 9F: 3 clusters Score -1718873 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1719310.625000 Penalty: 4721.570312
	Iteration 10Q: 3 clusters Score -1719311 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1719637.875000 Penalty: 4721.570312
	Iteration 11Q: 3 clusters Score -1719638 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1719847.000000 Penalty: 4721.570312
	Iteration 12Q: 3 clusters Score -1719847 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1719949.000000 Penalty: 4721.570312
	Iteration 13Q: 3 clusters Score -1719949 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1720022.375000 Penalty: 4721.570312
	Iteration 14Q: 3 clusters Score -1720022 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1720074.000000 Penalty: 4721.570312
	Iteration 15Q: 3 clusters Score -1720074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1720123.875000 Penalty: 4721.570312
	Iteration 16Q: 3 clusters Score -1720124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1720149.750000 Penalty: 4721.570312
	Iteration 17Q: 3 clusters Score -1720150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1720165.875000 Penalty: 4721.570312
	Iteration 18Q: 3 clusters Score -1720166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1720173.250000 Penalty: 4721.570312
	Iteration 19Q: 3 clusters Score -1720173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1720182.125000 Penalty: 4721.570312
	Iteration 20F: 3 clusters Score -1720182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1720192.375000 Penalty: 4721.570312
	Iteration 21Q: 3 clusters Score -1720192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1720193.500000 Penalty: 4721.570312
	Iteration 22Q: 3 clusters Score -1720194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1720198.375000 Penalty: 4721.570312
	Iteration 23Q: 3 clusters Score -1720198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1720203.500000 Penalty: 4721.570312
	Iteration 24Q: 3 clusters Score -1720204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1720215.250000 Penalty: 4721.570312
	Iteration 25Q: 3 clusters Score -1720215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1720231.875000 Penalty: 4721.570312
	Iteration 26Q: 3 clusters Score -1720232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1720239.125000 Penalty: 4721.570312
	Iteration 27Q: 3 clusters Score -1720239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1720250.125000 Penalty: 4721.570312
	Iteration 28Q: 3 clusters Score -1720250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1720267.375000 Penalty: 4721.570312
	Iteration 29Q: 3 clusters Score -1720267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1720295.250000 Penalty: 4721.570312
	Iteration 30Q: 3 clusters Score -1720295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1720320.875000 Penalty: 4721.570312
	Iteration 31Q: 3 clusters Score -1720321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1720349.125000 Penalty: 4721.570312
	Iteration 32Q: 3 clusters Score -1720349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1720380.375000 Penalty: 4721.570312
	Iteration 33Q: 3 clusters Score -1720380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1720411.000000 Penalty: 4721.570312
	Iteration 34Q: 3 clusters Score -1720411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1720421.250000 Penalty: 4721.570312
	Iteration 35Q: 3 clusters Score -1720421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1720428.750000 Penalty: 4721.570312
	Iteration 36Q: 3 clusters Score -1720429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1720435.875000 Penalty: 4721.570312
	Iteration 37Q: 3 clusters Score -1720436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1720440.250000 Penalty: 4721.570312
	Iteration 38Q: 3 clusters Score -1720440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1720442.250000 Penalty: 4721.570312
	Iteration 39Q: 3 clusters Score -1720442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1720442.250000 Penalty: 4721.570312
	Iteration 40F: 3 clusters Score -1720442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -45003.832031 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -45003.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43661.945312 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -43661.95 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43956.703125 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -43956.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44122.531250 Penalty: 3023.529053
	Iteration 2F: 3 clusters Score -44122.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44194.773438 Penalty: 3023.529053
	Iteration 3Q: 3 clusters Score -44194.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44239.324219 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -44239.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -44271.917969 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -44271.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44291.843750 Penalty: 3023.529053
	Iteration 6Q: 3 clusters Score -44291.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44297.683594 Penalty: 3023.529053
	Iteration 7Q: 3 clusters Score -44297.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44307.660156 Penalty: 3023.529053
	Iteration 8Q: 3 clusters Score -44307.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44322.195312 Penalty: 3023.529053
	Iteration 9Q: 3 clusters Score -44322.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44340.890625 Penalty: 3023.529053
	Iteration 10Q: 3 clusters Score -44340.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44351.199219 Penalty: 3023.529053
	Iteration 11Q: 3 clusters Score -44351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44356.687500 Penalty: 3023.529053
	Iteration 12Q: 3 clusters Score -44356.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -44367.394531 Penalty: 3023.529053
	Iteration 13Q: 3 clusters Score -44367.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44381.750000 Penalty: 3023.529053
	Iteration 14Q: 3 clusters Score -44381.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44407.925781 Penalty: 3023.529053
	Iteration 15Q: 3 clusters Score -44407.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44450.410156 Penalty: 3023.529053
	Iteration 16Q: 3 clusters Score -44450.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -44489.972656 Penalty: 3023.529053
	Iteration 17Q: 3 clusters Score -44489.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -44502.484375 Penalty: 3023.529053
	Iteration 18Q: 3 clusters Score -44502.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -44511.558594 Penalty: 3023.529053
	Iteration 19Q: 3 clusters Score -44511.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44521.253906 Penalty: 3023.529053
	Iteration 20F: 3 clusters Score -44521.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44524.066406 Penalty: 3023.529053
	Iteration 21Q: 3 clusters Score -44524.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -44526.117188 Penalty: 3023.529053
	Iteration 22Q: 3 clusters Score -44526.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -44528.371094 Penalty: 3023.529053
	Iteration 23Q: 3 clusters Score -44528.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -44528.371094 Penalty: 3023.529053
	Iteration 24F: 3 clusters Score -44528.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (149562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149562 members 
Entering Unmasked Estep 
Score: -19017910.000000 Penalty: 2955.035645
	Iteration 0F: 2 clusters Score -1.901791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74657 members 
Mstep: Class 2 contains 74905 members 
Entering Unmasked Estep 
Score: -18918324.000000 Penalty: 5910.071289
	Iteration 0F: 3 clusters Score -1.891832e+07 nChanged 71502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74367 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
Score: -18959590.000000 Penalty: 5910.071289
	Iteration 1F: 3 clusters Score -1.895959e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74025 members 
Mstep: Class 2 contains 75537 members 
Entering Unmasked Estep 
Score: -18960354.000000 Penalty: 5910.071289
	Iteration 2Q: 3 clusters Score -1.896035e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 76043 members 
Entering Unmasked Estep 
Score: -18961234.000000 Penalty: 5910.071289
	Iteration 3Q: 3 clusters Score -1.896123e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72798 members 
Mstep: Class 2 contains 76764 members 
Entering Unmasked Estep 
Score: -18962398.000000 Penalty: 5910.071289
	Iteration 4Q: 3 clusters Score -1.89624e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71637 members 
Mstep: Class 2 contains 77925 members 
Entering Unmasked Estep 
Score: -18963792.000000 Penalty: 5910.071289
	Iteration 5Q: 3 clusters Score -1.896379e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -18965788.000000 Penalty: 5910.071289
	Iteration 6Q: 3 clusters Score -1.896579e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 82299 members 
Entering Unmasked Estep 
Score: -18968654.000000 Penalty: 5910.071289
	Iteration 7Q: 3 clusters Score -1.896865e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63664 members 
Mstep: Class 2 contains 85898 members 
Entering Unmasked Estep 
Score: -18973354.000000 Penalty: 5910.071289
	Iteration 8Q: 3 clusters Score -1.897335e+07 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 90185 members 
Entering Unmasked Estep 
Score: -18979542.000000 Penalty: 5910.071289
	Iteration 9F: 3 clusters Score -1.897954e+07 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 94288 members 
Entering Unmasked Estep 
Score: -18986364.000000 Penalty: 5910.071289
	Iteration 10F: 3 clusters Score -1.898636e+07 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 97513 members 
Entering Unmasked Estep 
Score: -18991488.000000 Penalty: 5910.071289
	Iteration 11F: 3 clusters Score -1.899149e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
Score: -18994496.000000 Penalty: 5910.071289
	Iteration 12Q: 3 clusters Score -1.89945e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 101814 members 
Entering Unmasked Estep 
Score: -18996044.000000 Penalty: 5910.071289
	Iteration 13Q: 3 clusters Score -1.899604e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 103617 members 
Entering Unmasked Estep 
Score: -18997034.000000 Penalty: 5910.071289
	Iteration 14Q: 3 clusters Score -1.899703e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 105448 members 
Entering Unmasked Estep 
Score: -18997844.000000 Penalty: 5910.071289
	Iteration 15Q: 3 clusters Score -1.899784e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 107184 members 
Entering Unmasked Estep 
Score: -18998558.000000 Penalty: 5910.071289
	Iteration 16Q: 3 clusters Score -1.899856e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 108909 members 
Entering Unmasked Estep 
Score: -18999240.000000 Penalty: 5910.071289
	Iteration 17Q: 3 clusters Score -1.899924e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
Score: -18999796.000000 Penalty: 5910.071289
	Iteration 18Q: 3 clusters Score -1.89998e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 112596 members 
Entering Unmasked Estep 
Score: -19000388.000000 Penalty: 5910.071289
	Iteration 19Q: 3 clusters Score -1.900039e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 114498 members 
Entering Unmasked Estep 
Score: -19000946.000000 Penalty: 5910.071289
	Iteration 20F: 3 clusters Score -1.900095e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 116399 members 
Entering Unmasked Estep 
Score: -19001460.000000 Penalty: 5910.071289
	Iteration 21Q: 3 clusters Score -1.900146e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 118378 members 
Entering Unmasked Estep 
Score: -19002242.000000 Penalty: 5910.071289
	Iteration 22Q: 3 clusters Score -1.900224e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 120376 members 
Entering Unmasked Estep 
Score: -19003030.000000 Penalty: 5910.071289
	Iteration 23Q: 3 clusters Score -1.900303e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 122405 members 
Entering Unmasked Estep 
Score: -19003576.000000 Penalty: 5910.071289
	Iteration 24Q: 3 clusters Score -1.900358e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 124442 members 
Entering Unmasked Estep 
Score: -19004354.000000 Penalty: 5910.071289
	Iteration 25Q: 3 clusters Score -1.900435e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 126586 members 
Entering Unmasked Estep 
Score: -19005094.000000 Penalty: 5910.071289
	Iteration 26Q: 3 clusters Score -1.900509e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 128781 members 
Entering Unmasked Estep 
Score: -19005852.000000 Penalty: 5910.071289
	Iteration 27Q: 3 clusters Score -1.900585e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 130933 members 
Entering Unmasked Estep 
Score: -19006668.000000 Penalty: 5910.071289
	Iteration 28Q: 3 clusters Score -1.900667e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 133186 members 
Entering Unmasked Estep 
Score: -19007610.000000 Penalty: 5910.071289
	Iteration 29Q: 3 clusters Score -1.900761e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 135470 members 
Entering Unmasked Estep 
Score: -19008626.000000 Penalty: 5910.071289
	Iteration 30Q: 3 clusters Score -1.900863e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 137675 members 
Entering Unmasked Estep 
Score: -19009738.000000 Penalty: 5910.071289
	Iteration 31Q: 3 clusters Score -1.900974e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 139699 members 
Entering Unmasked Estep 
Score: -19010834.000000 Penalty: 5910.071289
	Iteration 32Q: 3 clusters Score -1.901083e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 141502 members 
Entering Unmasked Estep 
Score: -19011866.000000 Penalty: 5910.071289
	Iteration 33Q: 3 clusters Score -1.901187e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 143083 members 
Entering Unmasked Estep 
Score: -19012708.000000 Penalty: 5910.071289
	Iteration 34Q: 3 clusters Score -1.901271e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 144395 members 
Entering Unmasked Estep 
Score: -19013308.000000 Penalty: 5910.071289
	Iteration 35Q: 3 clusters Score -1.901331e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 145484 members 
Entering Unmasked Estep 
Score: -19013844.000000 Penalty: 5910.071289
	Iteration 36Q: 3 clusters Score -1.901384e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 146247 members 
Entering Unmasked Estep 
Score: -19014134.000000 Penalty: 5910.071289
	Iteration 37Q: 3 clusters Score -1.901413e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 146862 members 
Entering Unmasked Estep 
Score: -19014456.000000 Penalty: 5910.071289
	Iteration 38Q: 3 clusters Score -1.901446e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 147360 members 
Entering Unmasked Estep 
Score: -19014716.000000 Penalty: 5910.071289
	Iteration 39Q: 3 clusters Score -1.901472e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 147710 members 
Entering Unmasked Estep 
Score: -19014914.000000 Penalty: 5910.071289
	Iteration 40F: 3 clusters Score -1.901491e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 147986 members 
Entering Unmasked Estep 
Score: -19015046.000000 Penalty: 5910.071289
	Iteration 41Q: 3 clusters Score -1.901505e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 148171 members 
Entering Unmasked Estep 
Score: -19015110.000000 Penalty: 5910.071289
	Iteration 42Q: 3 clusters Score -1.901511e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 148330 members 
Entering Unmasked Estep 
Score: -19015200.000000 Penalty: 5910.071289
	Iteration 43Q: 3 clusters Score -1.90152e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 148438 members 
Entering Unmasked Estep 
Score: -19015244.000000 Penalty: 5910.071289
	Iteration 44Q: 3 clusters Score -1.901524e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 148530 members 
Entering Unmasked Estep 
Score: -19015282.000000 Penalty: 5910.071289
	Iteration 45Q: 3 clusters Score -1.901528e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 148596 members 
Entering Unmasked Estep 
Score: -19015322.000000 Penalty: 5910.071289
	Iteration 46Q: 3 clusters Score -1.901532e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 148639 members 
Entering Unmasked Estep 
Score: -19015348.000000 Penalty: 5910.071289
	Iteration 47Q: 3 clusters Score -1.901535e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 148661 members 
Entering Unmasked Estep 
Score: -19015370.000000 Penalty: 5910.071289
	Iteration 48Q: 3 clusters Score -1.901537e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 148680 members 
Entering Unmasked Estep 
Score: -19015374.000000 Penalty: 5910.071289
	Iteration 49Q: 3 clusters Score -1.901537e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 148692 members 
Entering Unmasked Estep 
Score: -19015396.000000 Penalty: 5910.071289
	Iteration 50Q: 3 clusters Score -1.90154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 148700 members 
Entering Unmasked Estep 
Score: -19015392.000000 Penalty: 5910.071289
	Iteration 51Q: 3 clusters Score -1.901539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 148707 members 
Entering Unmasked Estep 
Score: -19015410.000000 Penalty: 5910.071289
	Iteration 52Q: 3 clusters Score -1.901541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 148719 members 
Entering Unmasked Estep 
Score: -19015410.000000 Penalty: 5910.071289
	Iteration 53Q: 3 clusters Score -1.901541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 148726 members 
Entering Unmasked Estep 
Score: -19015438.000000 Penalty: 5910.071289
	Iteration 54Q: 3 clusters Score -1.901544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 148739 members 
Entering Unmasked Estep 
Score: -19015446.000000 Penalty: 5910.071289
	Iteration 55Q: 3 clusters Score -1.901545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 148743 members 
Entering Unmasked Estep 
Score: -19015448.000000 Penalty: 5910.071289
	Iteration 56Q: 3 clusters Score -1.901545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 148751 members 
Entering Unmasked Estep 
Score: -19015444.000000 Penalty: 5910.071289
	Iteration 57Q: 3 clusters Score -1.901544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 148753 members 
Entering Unmasked Estep 
Score: -19015452.000000 Penalty: 5910.071289
	Iteration 58Q: 3 clusters Score -1.901545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 148756 members 
Entering Unmasked Estep 
Score: -19015444.000000 Penalty: 5910.071289
	Iteration 59Q: 3 clusters Score -1.901544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 148758 members 
Entering Unmasked Estep 
Score: -19015454.000000 Penalty: 5910.071289
	Iteration 60F: 3 clusters Score -1.901545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 148760 members 
Entering Unmasked Estep 
Score: -19015454.000000 Penalty: 5910.071289
	Iteration 61Q: 3 clusters Score -1.901545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 148761 members 
Entering Unmasked Estep 
Score: -19015464.000000 Penalty: 5910.071289
	Iteration 62Q: 3 clusters Score -1.901546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 148766 members 
Entering Unmasked Estep 
Score: -19015472.000000 Penalty: 5910.071289
	Iteration 63Q: 3 clusters Score -1.901547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 148771 members 
Entering Unmasked Estep 
Score: -19015460.000000 Penalty: 5910.071289
	Iteration 64Q: 3 clusters Score -1.901546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 148778 members 
Entering Unmasked Estep 
Score: -19015460.000000 Penalty: 5910.071289
	Iteration 65Q: 3 clusters Score -1.901546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 148782 members 
Entering Unmasked Estep 
Score: -19015442.000000 Penalty: 5910.071289
	Iteration 66Q: 3 clusters Score -1.901544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 148784 members 
Entering Unmasked Estep 
Score: -19015442.000000 Penalty: 5910.071289
	Iteration 67Q: 3 clusters Score -1.901544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 148785 members 
Entering Unmasked Estep 
Score: -19015436.000000 Penalty: 5910.071289
	Iteration 68Q: 3 clusters Score -1.901544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 148785 members 
Entering Unmasked Estep 
Score: -19015436.000000 Penalty: 5910.071289
	Iteration 69F: 3 clusters Score -1.901544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (137302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137302 members 
Entering Unmasked Estep 
Score: -17687700.000000 Penalty: 2933.824707
	Iteration 0F: 2 clusters Score -1.76877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -17599046.000000 Penalty: 5867.649414
	Iteration 0F: 3 clusters Score -1.759905e+07 nChanged 65573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -17636608.000000 Penalty: 5867.649414
	Iteration 1F: 3 clusters Score -1.763661e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -17637598.000000 Penalty: 5867.649414
	Iteration 2Q: 3 clusters Score -1.76376e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74124 members 
Mstep: Class 2 contains 63178 members 
Entering Unmasked Estep 
Score: -17639020.000000 Penalty: 5867.649414
	Iteration 3Q: 3 clusters Score -1.763902e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77308 members 
Mstep: Class 2 contains 59994 members 
Entering Unmasked Estep 
Score: -17641002.000000 Penalty: 5867.649414
	Iteration 4Q: 3 clusters Score -1.7641e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -17644386.000000 Penalty: 5867.649414
	Iteration 5F: 3 clusters Score -1.764439e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -17649190.000000 Penalty: 5867.649414
	Iteration 6F: 3 clusters Score -1.764919e+07 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95835 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -17655718.000000 Penalty: 5867.649414
	Iteration 7F: 3 clusters Score -1.765572e+07 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104065 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -17663784.000000 Penalty: 5867.649414
	Iteration 8F: 3 clusters Score -1.766378e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111322 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -17671580.000000 Penalty: 5867.649414
	Iteration 9F: 3 clusters Score -1.767158e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116158 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -17676748.000000 Penalty: 5867.649414
	Iteration 10Q: 3 clusters Score -1.767675e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119062 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -17679486.000000 Penalty: 5867.649414
	Iteration 11Q: 3 clusters Score -1.767949e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121166 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -17680808.000000 Penalty: 5867.649414
	Iteration 12Q: 3 clusters Score -1.768081e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122937 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -17681636.000000 Penalty: 5867.649414
	Iteration 13Q: 3 clusters Score -1.768164e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124494 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -17682162.000000 Penalty: 5867.649414
	Iteration 14Q: 3 clusters Score -1.768216e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125870 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -17682578.000000 Penalty: 5867.649414
	Iteration 15Q: 3 clusters Score -1.768258e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127046 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -17683040.000000 Penalty: 5867.649414
	Iteration 16Q: 3 clusters Score -1.768304e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128190 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -17683300.000000 Penalty: 5867.649414
	Iteration 17Q: 3 clusters Score -1.76833e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129203 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -17683660.000000 Penalty: 5867.649414
	Iteration 18Q: 3 clusters Score -1.768366e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130132 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -17683922.000000 Penalty: 5867.649414
	Iteration 19Q: 3 clusters Score -1.768392e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130959 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -17684190.000000 Penalty: 5867.649414
	Iteration 20F: 3 clusters Score -1.768419e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131670 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -17684480.000000 Penalty: 5867.649414
	Iteration 21Q: 3 clusters Score -1.768448e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132313 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -17684634.000000 Penalty: 5867.649414
	Iteration 22Q: 3 clusters Score -1.768463e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132896 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -17684860.000000 Penalty: 5867.649414
	Iteration 23Q: 3 clusters Score -1.768486e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133353 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -17684948.000000 Penalty: 5867.649414
	Iteration 24Q: 3 clusters Score -1.768495e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133737 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -17685040.000000 Penalty: 5867.649414
	Iteration 25Q: 3 clusters Score -1.768504e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134045 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -17685088.000000 Penalty: 5867.649414
	Iteration 26Q: 3 clusters Score -1.768509e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134311 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -17685162.000000 Penalty: 5867.649414
	Iteration 27Q: 3 clusters Score -1.768516e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134559 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -17685208.000000 Penalty: 5867.649414
	Iteration 28Q: 3 clusters Score -1.768521e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134777 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -17685302.000000 Penalty: 5867.649414
	Iteration 29Q: 3 clusters Score -1.76853e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134954 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -17685348.000000 Penalty: 5867.649414
	Iteration 30Q: 3 clusters Score -1.768535e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135092 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -17685382.000000 Penalty: 5867.649414
	Iteration 31Q: 3 clusters Score -1.768538e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135208 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -17685416.000000 Penalty: 5867.649414
	Iteration 32Q: 3 clusters Score -1.768542e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135305 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -17685432.000000 Penalty: 5867.649414
	Iteration 33Q: 3 clusters Score -1.768543e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135377 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -17685432.000000 Penalty: 5867.649414
	Iteration 34Q: 3 clusters Score -1.768543e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135444 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -17685442.000000 Penalty: 5867.649414
	Iteration 35Q: 3 clusters Score -1.768544e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135504 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -17685454.000000 Penalty: 5867.649414
	Iteration 36Q: 3 clusters Score -1.768545e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135551 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -17685470.000000 Penalty: 5867.649414
	Iteration 37Q: 3 clusters Score -1.768547e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135591 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -17685450.000000 Penalty: 5867.649414
	Iteration 38Q: 3 clusters Score -1.768545e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135635 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -17685488.000000 Penalty: 5867.649414
	Iteration 39Q: 3 clusters Score -1.768549e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135676 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -17685484.000000 Penalty: 5867.649414
	Iteration 40F: 3 clusters Score -1.768548e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135707 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -17685474.000000 Penalty: 5867.649414
	Iteration 41Q: 3 clusters Score -1.768547e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135739 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -17685478.000000 Penalty: 5867.649414
	Iteration 42Q: 3 clusters Score -1.768548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135765 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -17685488.000000 Penalty: 5867.649414
	Iteration 43Q: 3 clusters Score -1.768549e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135789 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -17685506.000000 Penalty: 5867.649414
	Iteration 44Q: 3 clusters Score -1.768551e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135814 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -17685514.000000 Penalty: 5867.649414
	Iteration 45Q: 3 clusters Score -1.768551e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135848 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -17685508.000000 Penalty: 5867.649414
	Iteration 46Q: 3 clusters Score -1.768551e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135873 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -17685520.000000 Penalty: 5867.649414
	Iteration 47Q: 3 clusters Score -1.768552e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135892 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -17685538.000000 Penalty: 5867.649414
	Iteration 48Q: 3 clusters Score -1.768554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135908 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -17685544.000000 Penalty: 5867.649414
	Iteration 49Q: 3 clusters Score -1.768554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135921 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -17685548.000000 Penalty: 5867.649414
	Iteration 50Q: 3 clusters Score -1.768555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135930 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -17685568.000000 Penalty: 5867.649414
	Iteration 51Q: 3 clusters Score -1.768557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135945 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -17685572.000000 Penalty: 5867.649414
	Iteration 52Q: 3 clusters Score -1.768557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135959 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -17685558.000000 Penalty: 5867.649414
	Iteration 53Q: 3 clusters Score -1.768556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135970 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -17685560.000000 Penalty: 5867.649414
	Iteration 54Q: 3 clusters Score -1.768556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135976 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -17685566.000000 Penalty: 5867.649414
	Iteration 55Q: 3 clusters Score -1.768557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135980 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -17685570.000000 Penalty: 5867.649414
	Iteration 56Q: 3 clusters Score -1.768557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135981 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -17685568.000000 Penalty: 5867.649414
	Iteration 57Q: 3 clusters Score -1.768557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135982 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -17685572.000000 Penalty: 5867.649414
	Iteration 58Q: 3 clusters Score -1.768557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135985 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -17685574.000000 Penalty: 5867.649414
	Iteration 59Q: 3 clusters Score -1.768557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135986 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -17685576.000000 Penalty: 5867.649414
	Iteration 60F: 3 clusters Score -1.768558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135987 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -17685580.000000 Penalty: 5867.649414
	Iteration 61Q: 3 clusters Score -1.768558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135987 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -17685580.000000 Penalty: 5867.649414
	Iteration 62F: 3 clusters Score -1.768558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -62686.789062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -62686.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61167.160156 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -61167.16 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61770.585938 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -61770.59 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62119.332031 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -62119.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62274.343750 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -62274.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62358.972656 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -62358.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62451.183594 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -62451.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62502.683594 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -62502.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62529.152344 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -62529.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62558.699219 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -62558.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62648.480469 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -62648.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62708.941406 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -62708.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62782.593750 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -62782.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62919.914062 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -62919.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62997.753906 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -62997.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63038.019531 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -63038.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63052.730469 Penalty: 3216.379150
	Iteration 15Q: 3 clusters Score -63052.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63067.085938 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -63067.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63071.773438 Penalty: 3216.379150
	Iteration 17Q: 3 clusters Score -63071.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63075.707031 Penalty: 3216.379150
	Iteration 18Q: 3 clusters Score -63075.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63083.453125 Penalty: 3216.379150
	Iteration 19Q: 3 clusters Score -63083.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63103.769531 Penalty: 3216.379150
	Iteration 20F: 3 clusters Score -63103.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63153.246094 Penalty: 3216.379150
	Iteration 21Q: 3 clusters Score -63153.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63220.250000 Penalty: 3216.379150
	Iteration 22Q: 3 clusters Score -63220.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63259.398438 Penalty: 3216.379150
	Iteration 23Q: 3 clusters Score -63259.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63303.808594 Penalty: 3216.379150
	Iteration 24Q: 3 clusters Score -63303.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63350.074219 Penalty: 3216.379150
	Iteration 25Q: 3 clusters Score -63350.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63395.937500 Penalty: 3216.379150
	Iteration 26Q: 3 clusters Score -63395.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63480.464844 Penalty: 3216.379150
	Iteration 27Q: 3 clusters Score -63480.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63480.464844 Penalty: 3216.379150
	Iteration 28F: 3 clusters Score -63480.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54828 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 37626 members 
Mstep: Class 5 contains 13620 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149562 members 
Mstep: Class 8 contains 137302 members 
Mstep: Class 9 contains 376 members 
Mstep: Class 10 contains 100847 members 
Mstep: Class 11 contains 9277 members 
Mstep: Class 12 contains 140431 members 
Mstep: Class 13 contains 4920 members 
Mstep: Class 14 contains 163511 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 17618 members 
Mstep: Class 17 contains 34734 members 
Mstep: Class 18 contains 77713 members 
Mstep: Class 19 contains 66777 members 
Mstep: Class 20 contains 125626 members 
Mstep: Class 21 contains 148355 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 279 members 
Entering Unmasked Estep 
Score: -161310688.000000 Penalty: 87239.546875
Splitting cluster 9 changes total score from -161311136.000000 to -161310688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (100847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100847 members 
Entering Unmasked Estep 
Score: -12911938.000000 Penalty: 2857.297119
	Iteration 0F: 2 clusters Score -1.291194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -12845257.000000 Penalty: 5714.594238
	Iteration 0F: 3 clusters Score -1.284526e+07 nChanged 47734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -12872370.000000 Penalty: 5714.594238
	Iteration 1F: 3 clusters Score -1.287237e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -12873671.000000 Penalty: 5714.594238
	Iteration 2Q: 3 clusters Score -1.287367e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -12875498.000000 Penalty: 5714.594238
	Iteration 3Q: 3 clusters Score -1.28755e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -12878438.000000 Penalty: 5714.594238
	Iteration 4F: 3 clusters Score -1.287844e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 64081 members 
Entering Unmasked Estep 
Score: -12882811.000000 Penalty: 5714.594238
	Iteration 5F: 3 clusters Score -1.288281e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -12888299.000000 Penalty: 5714.594238
	Iteration 6F: 3 clusters Score -1.28883e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 75880 members 
Entering Unmasked Estep 
Score: -12894712.000000 Penalty: 5714.594238
	Iteration 7F: 3 clusters Score -1.289471e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 80973 members 
Entering Unmasked Estep 
Score: -12900284.000000 Penalty: 5714.594238
	Iteration 8F: 3 clusters Score -1.290028e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 84425 members 
Entering Unmasked Estep 
Score: -12904098.000000 Penalty: 5714.594238
	Iteration 9Q: 3 clusters Score -1.29041e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -12905866.000000 Penalty: 5714.594238
	Iteration 10Q: 3 clusters Score -1.290587e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 88178 members 
Entering Unmasked Estep 
Score: -12906738.000000 Penalty: 5714.594238
	Iteration 11Q: 3 clusters Score -1.290674e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
Score: -12907238.000000 Penalty: 5714.594238
	Iteration 12Q: 3 clusters Score -1.290724e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 90605 members 
Entering Unmasked Estep 
Score: -12907740.000000 Penalty: 5714.594238
	Iteration 13Q: 3 clusters Score -1.290774e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 91653 members 
Entering Unmasked Estep 
Score: -12908200.000000 Penalty: 5714.594238
	Iteration 14Q: 3 clusters Score -1.29082e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -12908513.000000 Penalty: 5714.594238
	Iteration 15Q: 3 clusters Score -1.290851e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 93460 members 
Entering Unmasked Estep 
Score: -12908882.000000 Penalty: 5714.594238
	Iteration 16Q: 3 clusters Score -1.290888e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 94237 members 
Entering Unmasked Estep 
Score: -12909225.000000 Penalty: 5714.594238
	Iteration 17Q: 3 clusters Score -1.290922e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 94895 members 
Entering Unmasked Estep 
Score: -12909420.000000 Penalty: 5714.594238
	Iteration 18Q: 3 clusters Score -1.290942e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 95408 members 
Entering Unmasked Estep 
Score: -12909580.000000 Penalty: 5714.594238
	Iteration 19Q: 3 clusters Score -1.290958e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 95842 members 
Entering Unmasked Estep 
Score: -12909693.000000 Penalty: 5714.594238
	Iteration 20F: 3 clusters Score -1.290969e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 96228 members 
Entering Unmasked Estep 
Score: -12909801.000000 Penalty: 5714.594238
	Iteration 21Q: 3 clusters Score -1.29098e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 96562 members 
Entering Unmasked Estep 
Score: -12909893.000000 Penalty: 5714.594238
	Iteration 22Q: 3 clusters Score -1.290989e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 96859 members 
Entering Unmasked Estep 
Score: -12909950.000000 Penalty: 5714.594238
	Iteration 23Q: 3 clusters Score -1.290995e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 97116 members 
Entering Unmasked Estep 
Score: -12910048.000000 Penalty: 5714.594238
	Iteration 24Q: 3 clusters Score -1.291005e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 97363 members 
Entering Unmasked Estep 
Score: -12910140.000000 Penalty: 5714.594238
	Iteration 25Q: 3 clusters Score -1.291014e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 97580 members 
Entering Unmasked Estep 
Score: -12910211.000000 Penalty: 5714.594238
	Iteration 26Q: 3 clusters Score -1.291021e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 97763 members 
Entering Unmasked Estep 
Score: -12910217.000000 Penalty: 5714.594238
	Iteration 27Q: 3 clusters Score -1.291022e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 97922 members 
Entering Unmasked Estep 
Score: -12910245.000000 Penalty: 5714.594238
	Iteration 28Q: 3 clusters Score -1.291024e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 98061 members 
Entering Unmasked Estep 
Score: -12910266.000000 Penalty: 5714.594238
	Iteration 29Q: 3 clusters Score -1.291027e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 98198 members 
Entering Unmasked Estep 
Score: -12910305.000000 Penalty: 5714.594238
	Iteration 30Q: 3 clusters Score -1.29103e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 98297 members 
Entering Unmasked Estep 
Score: -12910330.000000 Penalty: 5714.594238
	Iteration 31Q: 3 clusters Score -1.291033e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 98380 members 
Entering Unmasked Estep 
Score: -12910334.000000 Penalty: 5714.594238
	Iteration 32Q: 3 clusters Score -1.291033e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 98452 members 
Entering Unmasked Estep 
Score: -12910336.000000 Penalty: 5714.594238
	Iteration 33Q: 3 clusters Score -1.291034e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -12910350.000000 Penalty: 5714.594238
	Iteration 34Q: 3 clusters Score -1.291035e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -12910358.000000 Penalty: 5714.594238
	Iteration 35Q: 3 clusters Score -1.291036e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 98593 members 
Entering Unmasked Estep 
Score: -12910349.000000 Penalty: 5714.594238
	Iteration 36Q: 3 clusters Score -1.291035e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 98627 members 
Entering Unmasked Estep 
Score: -12910344.000000 Penalty: 5714.594238
	Iteration 37Q: 3 clusters Score -1.291034e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 98660 members 
Entering Unmasked Estep 
Score: -12910353.000000 Penalty: 5714.594238
	Iteration 38Q: 3 clusters Score -1.291035e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 98692 members 
Entering Unmasked Estep 
Score: -12910374.000000 Penalty: 5714.594238
	Iteration 39Q: 3 clusters Score -1.291037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 98719 members 
Entering Unmasked Estep 
Score: -12910363.000000 Penalty: 5714.594238
	Iteration 40F: 3 clusters Score -1.291036e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 98749 members 
Entering Unmasked Estep 
Score: -12910373.000000 Penalty: 5714.594238
	Iteration 41Q: 3 clusters Score -1.291037e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 98784 members 
Entering Unmasked Estep 
Score: -12910387.000000 Penalty: 5714.594238
	Iteration 42Q: 3 clusters Score -1.291039e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 98812 members 
Entering Unmasked Estep 
Score: -12910404.000000 Penalty: 5714.594238
	Iteration 43Q: 3 clusters Score -1.29104e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 98836 members 
Entering Unmasked Estep 
Score: -12910417.000000 Penalty: 5714.594238
	Iteration 44Q: 3 clusters Score -1.291042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 98854 members 
Entering Unmasked Estep 
Score: -12910407.000000 Penalty: 5714.594238
	Iteration 45Q: 3 clusters Score -1.291041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 98872 members 
Entering Unmasked Estep 
Score: -12910415.000000 Penalty: 5714.594238
	Iteration 46Q: 3 clusters Score -1.291042e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 98894 members 
Entering Unmasked Estep 
Score: -12910413.000000 Penalty: 5714.594238
	Iteration 47Q: 3 clusters Score -1.291041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 98910 members 
Entering Unmasked Estep 
Score: -12910410.000000 Penalty: 5714.594238
	Iteration 48Q: 3 clusters Score -1.291041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 98926 members 
Entering Unmasked Estep 
Score: -12910434.000000 Penalty: 5714.594238
	Iteration 49Q: 3 clusters Score -1.291043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 98939 members 
Entering Unmasked Estep 
Score: -12910422.000000 Penalty: 5714.594238
	Iteration 50Q: 3 clusters Score -1.291042e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 98958 members 
Entering Unmasked Estep 
Score: -12910410.000000 Penalty: 5714.594238
	Iteration 51Q: 3 clusters Score -1.291041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 98966 members 
Entering Unmasked Estep 
Score: -12910420.000000 Penalty: 5714.594238
	Iteration 52Q: 3 clusters Score -1.291042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 98972 members 
Entering Unmasked Estep 
Score: -12910424.000000 Penalty: 5714.594238
	Iteration 53Q: 3 clusters Score -1.291042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 98979 members 
Entering Unmasked Estep 
Score: -12910414.000000 Penalty: 5714.594238
	Iteration 54Q: 3 clusters Score -1.291041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 98988 members 
Entering Unmasked Estep 
Score: -12910429.000000 Penalty: 5714.594238
	Iteration 55Q: 3 clusters Score -1.291043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 98993 members 
Entering Unmasked Estep 
Score: -12910430.000000 Penalty: 5714.594238
	Iteration 56Q: 3 clusters Score -1.291043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 99001 members 
Entering Unmasked Estep 
Score: -12910423.000000 Penalty: 5714.594238
	Iteration 57Q: 3 clusters Score -1.291042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 99006 members 
Entering Unmasked Estep 
Score: -12910425.000000 Penalty: 5714.594238
	Iteration 58Q: 3 clusters Score -1.291042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 99008 members 
Entering Unmasked Estep 
Score: -12910424.000000 Penalty: 5714.594238
	Iteration 59Q: 3 clusters Score -1.291042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 99012 members 
Entering Unmasked Estep 
Score: -12910432.000000 Penalty: 5714.594238
	Iteration 60F: 3 clusters Score -1.291043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 99022 members 
Entering Unmasked Estep 
Score: -12910442.000000 Penalty: 5714.594238
	Iteration 61Q: 3 clusters Score -1.291044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -12910437.000000 Penalty: 5714.594238
	Iteration 62Q: 3 clusters Score -1.291044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 99038 members 
Entering Unmasked Estep 
Score: -12910435.000000 Penalty: 5714.594238
	Iteration 63Q: 3 clusters Score -1.291044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 99048 members 
Entering Unmasked Estep 
Score: -12910438.000000 Penalty: 5714.594238
	Iteration 64Q: 3 clusters Score -1.291044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 99052 members 
Entering Unmasked Estep 
Score: -12910435.000000 Penalty: 5714.594238
	Iteration 65Q: 3 clusters Score -1.291044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 99054 members 
Entering Unmasked Estep 
Score: -12910436.000000 Penalty: 5714.594238
	Iteration 66Q: 3 clusters Score -1.291044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 99055 members 
Entering Unmasked Estep 
Score: -12910445.000000 Penalty: 5714.594238
	Iteration 67Q: 3 clusters Score -1.291044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -12910451.000000 Penalty: 5714.594238
	Iteration 68Q: 3 clusters Score -1.291045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 99060 members 
Entering Unmasked Estep 
Score: -12910437.000000 Penalty: 5714.594238
	Iteration 69Q: 3 clusters Score -1.291044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 99061 members 
Entering Unmasked Estep 
Score: -12910438.000000 Penalty: 5714.594238
	Iteration 70Q: 3 clusters Score -1.291044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 99067 members 
Entering Unmasked Estep 
Score: -12910433.000000 Penalty: 5714.594238
	Iteration 71Q: 3 clusters Score -1.291043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 99069 members 
Entering Unmasked Estep 
Score: -12910433.000000 Penalty: 5714.594238
	Iteration 72Q: 3 clusters Score -1.291043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 99071 members 
Entering Unmasked Estep 
Score: -12910426.000000 Penalty: 5714.594238
	Iteration 73Q: 3 clusters Score -1.291043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 99071 members 
Entering Unmasked Estep 
Score: -12910426.000000 Penalty: 5714.594238
	Iteration 74F: 3 clusters Score -1.291043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Entering Unmasked Estep 
Score: -1123815.250000 Penalty: 2265.552979
	Iteration 0F: 2 clusters Score -1123815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1116606.500000 Penalty: 4531.105957
	Iteration 0F: 3 clusters Score -1116606 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1118831.000000 Penalty: 4531.105957
	Iteration 1F: 3 clusters Score -1118831 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1119374.625000 Penalty: 4531.105957
	Iteration 2F: 3 clusters Score -1119375 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1120069.500000 Penalty: 4531.105957
	Iteration 3F: 3 clusters Score -1120070 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1120916.625000 Penalty: 4531.105957
	Iteration 4F: 3 clusters Score -1120917 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1121769.875000 Penalty: 4531.105957
	Iteration 5F: 3 clusters Score -1121770 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1122399.625000 Penalty: 4531.105957
	Iteration 6F: 3 clusters Score -1122400 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1122796.375000 Penalty: 4531.105957
	Iteration 7F: 3 clusters Score -1122796 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1123006.000000 Penalty: 4531.105957
	Iteration 8Q: 3 clusters Score -1123006 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1123112.250000 Penalty: 4531.105957
	Iteration 9Q: 3 clusters Score -1123112 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1123181.250000 Penalty: 4531.105957
	Iteration 10Q: 3 clusters Score -1123181 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1123219.000000 Penalty: 4531.105957
	Iteration 11Q: 3 clusters Score -1123219 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1123247.875000 Penalty: 4531.105957
	Iteration 12Q: 3 clusters Score -1123248 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1123262.125000 Penalty: 4531.105957
	Iteration 13Q: 3 clusters Score -1123262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1123274.625000 Penalty: 4531.105957
	Iteration 14Q: 3 clusters Score -1123275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1123280.500000 Penalty: 4531.105957
	Iteration 15Q: 3 clusters Score -1123280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1123281.250000 Penalty: 4531.105957
	Iteration 16Q: 3 clusters Score -1123281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1123283.375000 Penalty: 4531.105957
	Iteration 17Q: 3 clusters Score -1123283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1123288.375000 Penalty: 4531.105957
	Iteration 18Q: 3 clusters Score -1123288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1123291.125000 Penalty: 4531.105957
	Iteration 19Q: 3 clusters Score -1123291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1123289.875000 Penalty: 4531.105957
	Iteration 20F: 3 clusters Score -1123290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1123292.875000 Penalty: 4531.105957
	Iteration 21Q: 3 clusters Score -1123293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1123293.250000 Penalty: 4531.105957
	Iteration 22Q: 3 clusters Score -1123293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1123297.750000 Penalty: 4531.105957
	Iteration 23Q: 3 clusters Score -1123298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1123299.125000 Penalty: 4531.105957
	Iteration 24Q: 3 clusters Score -1123299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1123301.750000 Penalty: 4531.105957
	Iteration 25Q: 3 clusters Score -1123302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1123302.000000 Penalty: 4531.105957
	Iteration 26Q: 3 clusters Score -1123302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1123302.125000 Penalty: 4531.105957
	Iteration 27Q: 3 clusters Score -1123302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1123302.125000 Penalty: 4531.105957
	Iteration 28Q: 3 clusters Score -1123302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1123302.875000 Penalty: 4531.105957
	Iteration 29Q: 3 clusters Score -1123303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1123305.375000 Penalty: 4531.105957
	Iteration 30Q: 3 clusters Score -1123305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1123305.750000 Penalty: 4531.105957
	Iteration 31Q: 3 clusters Score -1123306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1123306.125000 Penalty: 4531.105957
	Iteration 32Q: 3 clusters Score -1123306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1123308.500000 Penalty: 4531.105957
	Iteration 33Q: 3 clusters Score -1123308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1123309.750000 Penalty: 4531.105957
	Iteration 34Q: 3 clusters Score -1123310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1123308.375000 Penalty: 4531.105957
	Iteration 35Q: 3 clusters Score -1123308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1123309.750000 Penalty: 4531.105957
	Iteration 36Q: 3 clusters Score -1123310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1123309.875000 Penalty: 4531.105957
	Iteration 37Q: 3 clusters Score -1123310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1123310.250000 Penalty: 4531.105957
	Iteration 38Q: 3 clusters Score -1123310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1123311.750000 Penalty: 4531.105957
	Iteration 39Q: 3 clusters Score -1123312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1123311.750000 Penalty: 4531.105957
	Iteration 40F: 3 clusters Score -1123312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (140431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140431 members 
Entering Unmasked Estep 
Score: -17978368.000000 Penalty: 2939.412842
	Iteration 0F: 2 clusters Score -1.797837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
Score: -17886206.000000 Penalty: 5878.825684
	Iteration 0F: 3 clusters Score -1.788621e+07 nChanged 67334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73692 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -17926202.000000 Penalty: 5878.825684
	Iteration 1F: 3 clusters Score -1.79262e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75805 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -17927782.000000 Penalty: 5878.825684
	Iteration 2Q: 3 clusters Score -1.792778e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78948 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -17930122.000000 Penalty: 5878.825684
	Iteration 3Q: 3 clusters Score -1.793012e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83505 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -17933492.000000 Penalty: 5878.825684
	Iteration 4F: 3 clusters Score -1.793349e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89776 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -17938392.000000 Penalty: 5878.825684
	Iteration 5F: 3 clusters Score -1.793839e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97614 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -17945504.000000 Penalty: 5878.825684
	Iteration 6F: 3 clusters Score -1.79455e+07 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106110 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -17953840.000000 Penalty: 5878.825684
	Iteration 7F: 3 clusters Score -1.795384e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113640 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -17961386.000000 Penalty: 5878.825684
	Iteration 8F: 3 clusters Score -1.796139e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119248 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -17966642.000000 Penalty: 5878.825684
	Iteration 9Q: 3 clusters Score -1.796664e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122932 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -17969692.000000 Penalty: 5878.825684
	Iteration 10Q: 3 clusters Score -1.796969e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125447 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -17971306.000000 Penalty: 5878.825684
	Iteration 11Q: 3 clusters Score -1.797131e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127446 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -17972458.000000 Penalty: 5878.825684
	Iteration 12Q: 3 clusters Score -1.797246e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129126 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -17973360.000000 Penalty: 5878.825684
	Iteration 13Q: 3 clusters Score -1.797336e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130560 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -17974006.000000 Penalty: 5878.825684
	Iteration 14Q: 3 clusters Score -1.797401e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131738 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -17974402.000000 Penalty: 5878.825684
	Iteration 15Q: 3 clusters Score -1.79744e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132793 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -17974908.000000 Penalty: 5878.825684
	Iteration 16Q: 3 clusters Score -1.797491e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133661 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -17975304.000000 Penalty: 5878.825684
	Iteration 17Q: 3 clusters Score -1.79753e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134387 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -17975642.000000 Penalty: 5878.825684
	Iteration 18Q: 3 clusters Score -1.797564e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134960 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -17975866.000000 Penalty: 5878.825684
	Iteration 19Q: 3 clusters Score -1.797587e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135486 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -17975990.000000 Penalty: 5878.825684
	Iteration 20F: 3 clusters Score -1.797599e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135928 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -17976150.000000 Penalty: 5878.825684
	Iteration 21Q: 3 clusters Score -1.797615e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136309 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -17976244.000000 Penalty: 5878.825684
	Iteration 22Q: 3 clusters Score -1.797624e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136606 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -17976266.000000 Penalty: 5878.825684
	Iteration 23Q: 3 clusters Score -1.797627e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136869 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -17976360.000000 Penalty: 5878.825684
	Iteration 24Q: 3 clusters Score -1.797636e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137105 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -17976422.000000 Penalty: 5878.825684
	Iteration 25Q: 3 clusters Score -1.797642e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137307 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -17976422.000000 Penalty: 5878.825684
	Iteration 26Q: 3 clusters Score -1.797642e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137470 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -17976450.000000 Penalty: 5878.825684
	Iteration 27Q: 3 clusters Score -1.797645e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137603 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -17976492.000000 Penalty: 5878.825684
	Iteration 28Q: 3 clusters Score -1.797649e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137722 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -17976512.000000 Penalty: 5878.825684
	Iteration 29Q: 3 clusters Score -1.797651e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137821 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -17976526.000000 Penalty: 5878.825684
	Iteration 30Q: 3 clusters Score -1.797653e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137906 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -17976540.000000 Penalty: 5878.825684
	Iteration 31Q: 3 clusters Score -1.797654e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137981 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -17976556.000000 Penalty: 5878.825684
	Iteration 32Q: 3 clusters Score -1.797656e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138046 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -17976588.000000 Penalty: 5878.825684
	Iteration 33Q: 3 clusters Score -1.797659e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138108 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -17976586.000000 Penalty: 5878.825684
	Iteration 34Q: 3 clusters Score -1.797659e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138169 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -17976612.000000 Penalty: 5878.825684
	Iteration 35Q: 3 clusters Score -1.797661e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138223 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -17976626.000000 Penalty: 5878.825684
	Iteration 36Q: 3 clusters Score -1.797663e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138275 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -17976620.000000 Penalty: 5878.825684
	Iteration 37Q: 3 clusters Score -1.797662e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138327 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -17976616.000000 Penalty: 5878.825684
	Iteration 38Q: 3 clusters Score -1.797662e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138372 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -17976658.000000 Penalty: 5878.825684
	Iteration 39Q: 3 clusters Score -1.797666e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138407 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -17976654.000000 Penalty: 5878.825684
	Iteration 40F: 3 clusters Score -1.797665e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138445 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -17976686.000000 Penalty: 5878.825684
	Iteration 41Q: 3 clusters Score -1.797669e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138474 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -17976672.000000 Penalty: 5878.825684
	Iteration 42Q: 3 clusters Score -1.797667e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138492 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -17976682.000000 Penalty: 5878.825684
	Iteration 43Q: 3 clusters Score -1.797668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138511 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -17976652.000000 Penalty: 5878.825684
	Iteration 44Q: 3 clusters Score -1.797665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138524 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -17976670.000000 Penalty: 5878.825684
	Iteration 45Q: 3 clusters Score -1.797667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138538 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -17976678.000000 Penalty: 5878.825684
	Iteration 46Q: 3 clusters Score -1.797668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138552 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -17976700.000000 Penalty: 5878.825684
	Iteration 47Q: 3 clusters Score -1.79767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138561 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -17976698.000000 Penalty: 5878.825684
	Iteration 48Q: 3 clusters Score -1.79767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -17976694.000000 Penalty: 5878.825684
	Iteration 49Q: 3 clusters Score -1.797669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138581 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -17976710.000000 Penalty: 5878.825684
	Iteration 50Q: 3 clusters Score -1.797671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138594 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -17976710.000000 Penalty: 5878.825684
	Iteration 51Q: 3 clusters Score -1.797671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138605 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -17976708.000000 Penalty: 5878.825684
	Iteration 52Q: 3 clusters Score -1.797671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138614 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -17976706.000000 Penalty: 5878.825684
	Iteration 53Q: 3 clusters Score -1.797671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138622 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -17976706.000000 Penalty: 5878.825684
	Iteration 54Q: 3 clusters Score -1.797671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138624 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -17976696.000000 Penalty: 5878.825684
	Iteration 55Q: 3 clusters Score -1.79767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138624 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -17976708.000000 Penalty: 5878.825684
	Iteration 56Q: 3 clusters Score -1.797671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138628 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -17976704.000000 Penalty: 5878.825684
	Iteration 57Q: 3 clusters Score -1.79767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138631 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -17976706.000000 Penalty: 5878.825684
	Iteration 58Q: 3 clusters Score -1.797671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138638 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -17976708.000000 Penalty: 5878.825684
	Iteration 59Q: 3 clusters Score -1.797671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138645 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -17976706.000000 Penalty: 5878.825684
	Iteration 60F: 3 clusters Score -1.797671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138651 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -17976718.000000 Penalty: 5878.825684
	Iteration 61Q: 3 clusters Score -1.797672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138656 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -17976736.000000 Penalty: 5878.825684
	Iteration 62Q: 3 clusters Score -1.797674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138660 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -17976724.000000 Penalty: 5878.825684
	Iteration 63Q: 3 clusters Score -1.797672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138666 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -17976706.000000 Penalty: 5878.825684
	Iteration 64Q: 3 clusters Score -1.797671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138670 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -17976710.000000 Penalty: 5878.825684
	Iteration 65Q: 3 clusters Score -1.797671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138680 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -17976704.000000 Penalty: 5878.825684
	Iteration 66Q: 3 clusters Score -1.79767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138688 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -17976702.000000 Penalty: 5878.825684
	Iteration 67Q: 3 clusters Score -1.79767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138695 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -17976700.000000 Penalty: 5878.825684
	Iteration 68Q: 3 clusters Score -1.79767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138700 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -17976694.000000 Penalty: 5878.825684
	Iteration 69Q: 3 clusters Score -1.797669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138702 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -17976698.000000 Penalty: 5878.825684
	Iteration 70Q: 3 clusters Score -1.79767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138704 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -17976700.000000 Penalty: 5878.825684
	Iteration 71Q: 3 clusters Score -1.79767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138706 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -17976690.000000 Penalty: 5878.825684
	Iteration 72Q: 3 clusters Score -1.797669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138709 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -17976698.000000 Penalty: 5878.825684
	Iteration 73Q: 3 clusters Score -1.79767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138710 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -17976700.000000 Penalty: 5878.825684
	Iteration 74Q: 3 clusters Score -1.79767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138713 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -17976696.000000 Penalty: 5878.825684
	Iteration 75Q: 3 clusters Score -1.79767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138716 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -17976694.000000 Penalty: 5878.825684
	Iteration 76Q: 3 clusters Score -1.797669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138718 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -17976686.000000 Penalty: 5878.825684
	Iteration 77Q: 3 clusters Score -1.797669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138720 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -17976680.000000 Penalty: 5878.825684
	Iteration 78Q: 3 clusters Score -1.797668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138723 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -17976688.000000 Penalty: 5878.825684
	Iteration 79Q: 3 clusters Score -1.797669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138727 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -17976672.000000 Penalty: 5878.825684
	Iteration 80F: 3 clusters Score -1.797667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138728 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -17976682.000000 Penalty: 5878.825684
	Iteration 81Q: 3 clusters Score -1.797668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138729 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -17976678.000000 Penalty: 5878.825684
	Iteration 82Q: 3 clusters Score -1.797668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138730 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -17976680.000000 Penalty: 5878.825684
	Iteration 83Q: 3 clusters Score -1.797668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138730 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -17976680.000000 Penalty: 5878.825684
	Iteration 84F: 3 clusters Score -1.797668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Entering Unmasked Estep 
Score: -591273.062500 Penalty: 2108.263672
	Iteration 0F: 2 clusters Score -591273.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -586753.875000 Penalty: 4216.527344
	Iteration 0F: 3 clusters Score -586753.9 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -587974.937500 Penalty: 4216.527344
	Iteration 1F: 3 clusters Score -587974.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -588373.062500 Penalty: 4216.527344
	Iteration 2F: 3 clusters Score -588373.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -588667.187500 Penalty: 4216.527344
	Iteration 3F: 3 clusters Score -588667.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -588908.500000 Penalty: 4216.527344
	Iteration 4F: 3 clusters Score -588908.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -589094.500000 Penalty: 4216.527344
	Iteration 5Q: 3 clusters Score -589094.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -589279.562500 Penalty: 4216.527344
	Iteration 6Q: 3 clusters Score -589279.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -589440.187500 Penalty: 4216.527344
	Iteration 7Q: 3 clusters Score -589440.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -589579.437500 Penalty: 4216.527344
	Iteration 8Q: 3 clusters Score -589579.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -589694.125000 Penalty: 4216.527344
	Iteration 9Q: 3 clusters Score -589694.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -589779.437500 Penalty: 4216.527344
	Iteration 10Q: 3 clusters Score -589779.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -589837.687500 Penalty: 4216.527344
	Iteration 11Q: 3 clusters Score -589837.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -589868.937500 Penalty: 4216.527344
	Iteration 12Q: 3 clusters Score -589868.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -589887.937500 Penalty: 4216.527344
	Iteration 13Q: 3 clusters Score -589887.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -589905.875000 Penalty: 4216.527344
	Iteration 14Q: 3 clusters Score -589905.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -589917.562500 Penalty: 4216.527344
	Iteration 15Q: 3 clusters Score -589917.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -589926.875000 Penalty: 4216.527344
	Iteration 16Q: 3 clusters Score -589926.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -589939.125000 Penalty: 4216.527344
	Iteration 17Q: 3 clusters Score -589939.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -589946.187500 Penalty: 4216.527344
	Iteration 18Q: 3 clusters Score -589946.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -589952.375000 Penalty: 4216.527344
	Iteration 19Q: 3 clusters Score -589952.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -589957.312500 Penalty: 4216.527344
	Iteration 20F: 3 clusters Score -589957.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -589960.812500 Penalty: 4216.527344
	Iteration 21Q: 3 clusters Score -589960.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -589964.187500 Penalty: 4216.527344
	Iteration 22Q: 3 clusters Score -589964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -589967.062500 Penalty: 4216.527344
	Iteration 23Q: 3 clusters Score -589967.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -589969.187500 Penalty: 4216.527344
	Iteration 24Q: 3 clusters Score -589969.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -589972.125000 Penalty: 4216.527344
	Iteration 25Q: 3 clusters Score -589972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -589973.812500 Penalty: 4216.527344
	Iteration 26Q: 3 clusters Score -589973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -589974.500000 Penalty: 4216.527344
	Iteration 27Q: 3 clusters Score -589974.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -589974.500000 Penalty: 4216.527344
	Iteration 28F: 3 clusters Score -589974.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (163511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163511 members 
Entering Unmasked Estep 
Score: -20796802.000000 Penalty: 2977.149658
	Iteration 0F: 2 clusters Score -2.07968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81500 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -20689390.000000 Penalty: 5954.299316
	Iteration 0F: 3 clusters Score -2.068939e+07 nChanged 78239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76575 members 
Mstep: Class 2 contains 86936 members 
Entering Unmasked Estep 
Score: -20735058.000000 Penalty: 5954.299316
	Iteration 1F: 3 clusters Score -2.073506e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 90357 members 
Entering Unmasked Estep 
Score: -20736372.000000 Penalty: 5954.299316
	Iteration 2Q: 3 clusters Score -2.073637e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 95550 members 
Entering Unmasked Estep 
Score: -20738622.000000 Penalty: 5954.299316
	Iteration 3Q: 3 clusters Score -2.073862e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60128 members 
Mstep: Class 2 contains 103383 members 
Entering Unmasked Estep 
Score: -20742716.000000 Penalty: 5954.299316
	Iteration 4F: 3 clusters Score -2.074272e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 114344 members 
Entering Unmasked Estep 
Score: -20750340.000000 Penalty: 5954.299316
	Iteration 5F: 3 clusters Score -2.075034e+07 nChanged 14004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 128264 members 
Entering Unmasked Estep 
Score: -20761848.000000 Penalty: 5954.299316
	Iteration 6F: 3 clusters Score -2.076185e+07 nChanged 14585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 142827 members 
Entering Unmasked Estep 
Score: -20775932.000000 Penalty: 5954.299316
	Iteration 7F: 3 clusters Score -2.077593e+07 nChanged 11338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 154161 members 
Entering Unmasked Estep 
Score: -20787264.000000 Penalty: 5954.299316
	Iteration 8F: 3 clusters Score -2.078726e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 160161 members 
Entering Unmasked Estep 
Score: -20791980.000000 Penalty: 5954.299316
	Iteration 9Q: 3 clusters Score -2.079198e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 162331 members 
Entering Unmasked Estep 
Score: -20793452.000000 Penalty: 5954.299316
	Iteration 10Q: 3 clusters Score -2.079345e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 162960 members 
Entering Unmasked Estep 
Score: -20793840.000000 Penalty: 5954.299316
	Iteration 11Q: 3 clusters Score -2.079384e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 163128 members 
Entering Unmasked Estep 
Score: -20793988.000000 Penalty: 5954.299316
	Iteration 12Q: 3 clusters Score -2.079399e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 163194 members 
Entering Unmasked Estep 
Score: -20794100.000000 Penalty: 5954.299316
	Iteration 13Q: 3 clusters Score -2.07941e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 163217 members 
Entering Unmasked Estep 
Score: -20794142.000000 Penalty: 5954.299316
	Iteration 14Q: 3 clusters Score -2.079414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 163228 members 
Entering Unmasked Estep 
Score: -20794152.000000 Penalty: 5954.299316
	Iteration 15Q: 3 clusters Score -2.079415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 163231 members 
Entering Unmasked Estep 
Score: -20794146.000000 Penalty: 5954.299316
	Iteration 16Q: 3 clusters Score -2.079415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 163237 members 
Entering Unmasked Estep 
Score: -20794162.000000 Penalty: 5954.299316
	Iteration 17Q: 3 clusters Score -2.079416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 163235 members 
Entering Unmasked Estep 
Score: -20794164.000000 Penalty: 5954.299316
	Iteration 18Q: 3 clusters Score -2.079416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 163235 members 
Entering Unmasked Estep 
Score: -20794170.000000 Penalty: 5954.299316
	Iteration 19Q: 3 clusters Score -2.079417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 163237 members 
Entering Unmasked Estep 
Score: -20794168.000000 Penalty: 5954.299316
	Iteration 20F: 3 clusters Score -2.079417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 163239 members 
Entering Unmasked Estep 
Score: -20794176.000000 Penalty: 5954.299316
	Iteration 21Q: 3 clusters Score -2.079418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 163239 members 
Entering Unmasked Estep 
Score: -20794178.000000 Penalty: 5954.299316
	Iteration 22Q: 3 clusters Score -2.079418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 163239 members 
Entering Unmasked Estep 
Score: -20794178.000000 Penalty: 5954.299316
	Iteration 23F: 3 clusters Score -2.079418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -45291.183594 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -45291.18 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 236 members 
Entering Unmasked Estep 
Score: -43812.632812 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -43812.63 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44022.062500 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -44022.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44171.792969 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -44171.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44282.437500 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -44282.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44519.433594 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -44519.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44839.492188 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -44839.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44903.578125 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -44903.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44952.105469 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -44952.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44988.921875 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -44988.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45019.148438 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -45019.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45026.234375 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -45026.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45045.000000 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -45045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45045.000000 Penalty: 3020.166260
	Iteration 12F: 3 clusters Score -45045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -2316914.750000 Penalty: 2424.615723
	Iteration 0F: 2 clusters Score -2316915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2304357.500000 Penalty: 4849.231445
	Iteration 0F: 3 clusters Score -2304358 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2308394.000000 Penalty: 4849.231445
	Iteration 1F: 3 clusters Score -2308394 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2308702.250000 Penalty: 4849.231445
	Iteration 2F: 3 clusters Score -2308702 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2308944.000000 Penalty: 4849.231445
	Iteration 3Q: 3 clusters Score -2308944 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2309119.500000 Penalty: 4849.231445
	Iteration 4Q: 3 clusters Score -2309120 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2309268.000000 Penalty: 4849.231445
	Iteration 5Q: 3 clusters Score -2309268 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2309361.500000 Penalty: 4849.231445
	Iteration 6Q: 3 clusters Score -2309362 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2309454.750000 Penalty: 4849.231445
	Iteration 7Q: 3 clusters Score -2309455 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2309535.500000 Penalty: 4849.231445
	Iteration 8Q: 3 clusters Score -2309536 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2309613.000000 Penalty: 4849.231445
	Iteration 9Q: 3 clusters Score -2309613 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2309687.000000 Penalty: 4849.231445
	Iteration 10Q: 3 clusters Score -2309687 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2309758.500000 Penalty: 4849.231445
	Iteration 11Q: 3 clusters Score -2309758 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2309868.500000 Penalty: 4849.231445
	Iteration 12Q: 3 clusters Score -2309868 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2309992.250000 Penalty: 4849.231445
	Iteration 13Q: 3 clusters Score -2309992 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2310169.750000 Penalty: 4849.231445
	Iteration 14Q: 3 clusters Score -2310170 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2310402.000000 Penalty: 4849.231445
	Iteration 15Q: 3 clusters Score -2310402 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2310727.750000 Penalty: 4849.231445
	Iteration 16Q: 3 clusters Score -2310728 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2311212.250000 Penalty: 4849.231445
	Iteration 17Q: 3 clusters Score -2311212 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2311848.000000 Penalty: 4849.231445
	Iteration 18F: 3 clusters Score -2311848 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2312533.000000 Penalty: 4849.231445
	Iteration 19F: 3 clusters Score -2312533 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2313267.750000 Penalty: 4849.231445
	Iteration 20F: 3 clusters Score -2313268 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2313876.250000 Penalty: 4849.231445
	Iteration 21Q: 3 clusters Score -2313876 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2314233.250000 Penalty: 4849.231445
	Iteration 22Q: 3 clusters Score -2314233 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2314435.250000 Penalty: 4849.231445
	Iteration 23Q: 3 clusters Score -2314435 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2314543.750000 Penalty: 4849.231445
	Iteration 24Q: 3 clusters Score -2314544 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2314626.000000 Penalty: 4849.231445
	Iteration 25Q: 3 clusters Score -2314626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2314680.500000 Penalty: 4849.231445
	Iteration 26Q: 3 clusters Score -2314680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2314727.500000 Penalty: 4849.231445
	Iteration 27Q: 3 clusters Score -2314728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2314750.500000 Penalty: 4849.231445
	Iteration 28Q: 3 clusters Score -2314750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2314758.500000 Penalty: 4849.231445
	Iteration 29Q: 3 clusters Score -2314758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2314761.250000 Penalty: 4849.231445
	Iteration 30Q: 3 clusters Score -2314761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2314763.750000 Penalty: 4849.231445
	Iteration 31Q: 3 clusters Score -2314764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2314767.250000 Penalty: 4849.231445
	Iteration 32Q: 3 clusters Score -2314767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2314776.250000 Penalty: 4849.231445
	Iteration 33Q: 3 clusters Score -2314776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2314778.000000 Penalty: 4849.231445
	Iteration 34Q: 3 clusters Score -2314778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2314782.500000 Penalty: 4849.231445
	Iteration 35Q: 3 clusters Score -2314782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2314784.000000 Penalty: 4849.231445
	Iteration 36Q: 3 clusters Score -2314784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2314784.000000 Penalty: 4849.231445
	Iteration 37F: 3 clusters Score -2314784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Entering Unmasked Estep 
Score: -4408436.500000 Penalty: 2592.957520
	Iteration 0F: 2 clusters Score -4408436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4384653.500000 Penalty: 5185.915039
	Iteration 0F: 3 clusters Score -4384654 nChanged 15854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -4393289.500000 Penalty: 5185.915039
	Iteration 1F: 3 clusters Score -4393290 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -4393779.000000 Penalty: 5185.915039
	Iteration 2Q: 3 clusters Score -4393779 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -4394169.000000 Penalty: 5185.915039
	Iteration 3Q: 3 clusters Score -4394169 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -4394516.000000 Penalty: 5185.915039
	Iteration 4Q: 3 clusters Score -4394516 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -4394813.500000 Penalty: 5185.915039
	Iteration 5Q: 3 clusters Score -4394814 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -4395119.000000 Penalty: 5185.915039
	Iteration 6Q: 3 clusters Score -4395119 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4395394.500000 Penalty: 5185.915039
	Iteration 7Q: 3 clusters Score -4395394 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -4395687.500000 Penalty: 5185.915039
	Iteration 8Q: 3 clusters Score -4395688 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -4395949.500000 Penalty: 5185.915039
	Iteration 9Q: 3 clusters Score -4395950 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -4396179.500000 Penalty: 5185.915039
	Iteration 10Q: 3 clusters Score -4396180 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -4396423.000000 Penalty: 5185.915039
	Iteration 11Q: 3 clusters Score -4396423 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -4396626.500000 Penalty: 5185.915039
	Iteration 12Q: 3 clusters Score -4396626 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -4396857.500000 Penalty: 5185.915039
	Iteration 13Q: 3 clusters Score -4396858 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -4397056.500000 Penalty: 5185.915039
	Iteration 14Q: 3 clusters Score -4397056 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -4397253.500000 Penalty: 5185.915039
	Iteration 15Q: 3 clusters Score -4397254 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -4397492.000000 Penalty: 5185.915039
	Iteration 16Q: 3 clusters Score -4397492 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -4397764.000000 Penalty: 5185.915039
	Iteration 17Q: 3 clusters Score -4397764 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -4398084.500000 Penalty: 5185.915039
	Iteration 18Q: 3 clusters Score -4398084 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -4398488.000000 Penalty: 5185.915039
	Iteration 19Q: 3 clusters Score -4398488 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -4399095.500000 Penalty: 5185.915039
	Iteration 20F: 3 clusters Score -4399096 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -4399949.500000 Penalty: 5185.915039
	Iteration 21Q: 3 clusters Score -4399950 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -4400827.000000 Penalty: 5185.915039
	Iteration 22Q: 3 clusters Score -4400827 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4401610.500000 Penalty: 5185.915039
	Iteration 23Q: 3 clusters Score -4401610 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -4402165.500000 Penalty: 5185.915039
	Iteration 24Q: 3 clusters Score -4402166 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -4402581.000000 Penalty: 5185.915039
	Iteration 25Q: 3 clusters Score -4402581 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -4402942.500000 Penalty: 5185.915039
	Iteration 26Q: 3 clusters Score -4402942 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -4403295.000000 Penalty: 5185.915039
	Iteration 27Q: 3 clusters Score -4403295 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -4403638.500000 Penalty: 5185.915039
	Iteration 28Q: 3 clusters Score -4403638 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -4403987.500000 Penalty: 5185.915039
	Iteration 29Q: 3 clusters Score -4403988 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -4404369.500000 Penalty: 5185.915039
	Iteration 30Q: 3 clusters Score -4404370 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -4404781.500000 Penalty: 5185.915039
	Iteration 31Q: 3 clusters Score -4404782 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -4405117.500000 Penalty: 5185.915039
	Iteration 32Q: 3 clusters Score -4405118 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -4405403.500000 Penalty: 5185.915039
	Iteration 33Q: 3 clusters Score -4405404 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -4405614.000000 Penalty: 5185.915039
	Iteration 34Q: 3 clusters Score -4405614 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -4405745.000000 Penalty: 5185.915039
	Iteration 35Q: 3 clusters Score -4405745 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4405844.500000 Penalty: 5185.915039
	Iteration 36Q: 3 clusters Score -4405844 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -4405899.500000 Penalty: 5185.915039
	Iteration 37Q: 3 clusters Score -4405900 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -4405942.000000 Penalty: 5185.915039
	Iteration 38Q: 3 clusters Score -4405942 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -4405974.000000 Penalty: 5185.915039
	Iteration 39Q: 3 clusters Score -4405974 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -4405983.000000 Penalty: 5185.915039
	Iteration 40F: 3 clusters Score -4405983 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -4405975.500000 Penalty: 5185.915039
	Iteration 41Q: 3 clusters Score -4405976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -4405992.500000 Penalty: 5185.915039
	Iteration 42Q: 3 clusters Score -4405992 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4405999.000000 Penalty: 5185.915039
	Iteration 43Q: 3 clusters Score -4405999 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -4406002.500000 Penalty: 5185.915039
	Iteration 44Q: 3 clusters Score -4406002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -4406014.500000 Penalty: 5185.915039
	Iteration 45Q: 3 clusters Score -4406014 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -4406016.000000 Penalty: 5185.915039
	Iteration 46Q: 3 clusters Score -4406016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -4406023.000000 Penalty: 5185.915039
	Iteration 47Q: 3 clusters Score -4406023 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -4406036.000000 Penalty: 5185.915039
	Iteration 48Q: 3 clusters Score -4406036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -4406034.500000 Penalty: 5185.915039
	Iteration 49Q: 3 clusters Score -4406034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -4406032.000000 Penalty: 5185.915039
	Iteration 50Q: 3 clusters Score -4406032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -4406037.000000 Penalty: 5185.915039
	Iteration 51Q: 3 clusters Score -4406037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4406039.000000 Penalty: 5185.915039
	Iteration 52Q: 3 clusters Score -4406039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -4406038.000000 Penalty: 5185.915039
	Iteration 53Q: 3 clusters Score -4406038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4406039.500000 Penalty: 5185.915039
	Iteration 54Q: 3 clusters Score -4406040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -4406044.500000 Penalty: 5185.915039
	Iteration 55Q: 3 clusters Score -4406044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -4406049.500000 Penalty: 5185.915039
	Iteration 56Q: 3 clusters Score -4406050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -4406047.000000 Penalty: 5185.915039
	Iteration 57Q: 3 clusters Score -4406047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -4406051.000000 Penalty: 5185.915039
	Iteration 58Q: 3 clusters Score -4406051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -4406055.500000 Penalty: 5185.915039
	Iteration 59Q: 3 clusters Score -4406056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -4406063.000000 Penalty: 5185.915039
	Iteration 60F: 3 clusters Score -4406063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -4406060.000000 Penalty: 5185.915039
	Iteration 61Q: 3 clusters Score -4406060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -4406069.500000 Penalty: 5185.915039
	Iteration 62Q: 3 clusters Score -4406070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -4406075.000000 Penalty: 5185.915039
	Iteration 63Q: 3 clusters Score -4406075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -4406070.000000 Penalty: 5185.915039
	Iteration 64Q: 3 clusters Score -4406070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -4406070.500000 Penalty: 5185.915039
	Iteration 65Q: 3 clusters Score -4406070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -4406068.000000 Penalty: 5185.915039
	Iteration 66Q: 3 clusters Score -4406068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -4406065.500000 Penalty: 5185.915039
	Iteration 67Q: 3 clusters Score -4406066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -4406071.000000 Penalty: 5185.915039
	Iteration 68Q: 3 clusters Score -4406071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4406069.000000 Penalty: 5185.915039
	Iteration 69Q: 3 clusters Score -4406069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -4406068.500000 Penalty: 5185.915039
	Iteration 70Q: 3 clusters Score -4406068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -4406069.000000 Penalty: 5185.915039
	Iteration 71Q: 3 clusters Score -4406069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -4406078.500000 Penalty: 5185.915039
	Iteration 72Q: 3 clusters Score -4406078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4406075.000000 Penalty: 5185.915039
	Iteration 73Q: 3 clusters Score -4406075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4406080.000000 Penalty: 5185.915039
	Iteration 74Q: 3 clusters Score -4406080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -4406074.000000 Penalty: 5185.915039
	Iteration 75Q: 3 clusters Score -4406074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -4406081.500000 Penalty: 5185.915039
	Iteration 76Q: 3 clusters Score -4406082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -4406076.000000 Penalty: 5185.915039
	Iteration 77Q: 3 clusters Score -4406076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4406065.500000 Penalty: 5185.915039
	Iteration 78Q: 3 clusters Score -4406066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4406072.500000 Penalty: 5185.915039
	Iteration 79Q: 3 clusters Score -4406072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -4406067.500000 Penalty: 5185.915039
	Iteration 80F: 3 clusters Score -4406068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -4406072.000000 Penalty: 5185.915039
	Iteration 81Q: 3 clusters Score -4406072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -4406078.500000 Penalty: 5185.915039
	Iteration 82Q: 3 clusters Score -4406078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -4406074.000000 Penalty: 5185.915039
	Iteration 83Q: 3 clusters Score -4406074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -4406073.000000 Penalty: 5185.915039
	Iteration 84Q: 3 clusters Score -4406073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -4406072.000000 Penalty: 5185.915039
	Iteration 85Q: 3 clusters Score -4406072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -4406070.500000 Penalty: 5185.915039
	Iteration 86Q: 3 clusters Score -4406070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -4406076.500000 Penalty: 5185.915039
	Iteration 87Q: 3 clusters Score -4406076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -4406089.500000 Penalty: 5185.915039
	Iteration 88Q: 3 clusters Score -4406090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -4406099.500000 Penalty: 5185.915039
	Iteration 89Q: 3 clusters Score -4406100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4406105.500000 Penalty: 5185.915039
	Iteration 90Q: 3 clusters Score -4406106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4406105.000000 Penalty: 5185.915039
	Iteration 91Q: 3 clusters Score -4406105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -4406116.500000 Penalty: 5185.915039
	Iteration 92Q: 3 clusters Score -4406116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -4406114.000000 Penalty: 5185.915039
	Iteration 93Q: 3 clusters Score -4406114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -4406108.500000 Penalty: 5185.915039
	Iteration 94Q: 3 clusters Score -4406108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -4406118.000000 Penalty: 5185.915039
	Iteration 95Q: 3 clusters Score -4406118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -4406119.000000 Penalty: 5185.915039
	Iteration 96Q: 3 clusters Score -4406119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4406126.000000 Penalty: 5185.915039
	Iteration 97Q: 3 clusters Score -4406126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -4406124.000000 Penalty: 5185.915039
	Iteration 98Q: 3 clusters Score -4406124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -4406121.000000 Penalty: 5185.915039
	Iteration 99Q: 3 clusters Score -4406121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -4406120.000000 Penalty: 5185.915039
	Iteration 100F: 3 clusters Score -4406120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -4406118.000000 Penalty: 5185.915039
	Iteration 101Q: 3 clusters Score -4406118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -4406123.500000 Penalty: 5185.915039
	Iteration 102Q: 3 clusters Score -4406124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -4406124.000000 Penalty: 5185.915039
	Iteration 103Q: 3 clusters Score -4406124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -4406126.000000 Penalty: 5185.915039
	Iteration 104Q: 3 clusters Score -4406126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -4406126.000000 Penalty: 5185.915039
	Iteration 105F: 3 clusters Score -4406126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (77713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77713 members 
Entering Unmasked Estep 
Score: -9844274.000000 Penalty: 2792.672852
	Iteration 0F: 2 clusters Score -9844274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -9792579.000000 Penalty: 5585.345703
	Iteration 0F: 3 clusters Score -9792579 nChanged 36231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -9813181.000000 Penalty: 5585.345703
	Iteration 1F: 3 clusters Score -9813181 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -9814252.000000 Penalty: 5585.345703
	Iteration 2Q: 3 clusters Score -9814252 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -9815575.000000 Penalty: 5585.345703
	Iteration 3Q: 3 clusters Score -9815575 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -9817100.000000 Penalty: 5585.345703
	Iteration 4Q: 3 clusters Score -9817100 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -9818664.000000 Penalty: 5585.345703
	Iteration 5Q: 3 clusters Score -9818664 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -9820172.000000 Penalty: 5585.345703
	Iteration 6Q: 3 clusters Score -9820172 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -9821684.000000 Penalty: 5585.345703
	Iteration 7Q: 3 clusters Score -9821684 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -9823178.000000 Penalty: 5585.345703
	Iteration 8Q: 3 clusters Score -9823178 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -9824740.000000 Penalty: 5585.345703
	Iteration 9Q: 3 clusters Score -9824740 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -9826184.000000 Penalty: 5585.345703
	Iteration 10Q: 3 clusters Score -9826184 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -9827577.000000 Penalty: 5585.345703
	Iteration 11Q: 3 clusters Score -9827577 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -9828815.000000 Penalty: 5585.345703
	Iteration 12Q: 3 clusters Score -9828815 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -9829789.000000 Penalty: 5585.345703
	Iteration 13Q: 3 clusters Score -9829789 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -9830489.000000 Penalty: 5585.345703
	Iteration 14Q: 3 clusters Score -9830489 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -9831067.000000 Penalty: 5585.345703
	Iteration 15Q: 3 clusters Score -9831067 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -9831521.000000 Penalty: 5585.345703
	Iteration 16Q: 3 clusters Score -9831521 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -9831972.000000 Penalty: 5585.345703
	Iteration 17Q: 3 clusters Score -9831972 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -9832501.000000 Penalty: 5585.345703
	Iteration 18Q: 3 clusters Score -9832501 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -9832993.000000 Penalty: 5585.345703
	Iteration 19Q: 3 clusters Score -9832993 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -9833495.000000 Penalty: 5585.345703
	Iteration 20F: 3 clusters Score -9833495 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -9833963.000000 Penalty: 5585.345703
	Iteration 21Q: 3 clusters Score -9833963 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -9834369.000000 Penalty: 5585.345703
	Iteration 22Q: 3 clusters Score -9834369 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -9834656.000000 Penalty: 5585.345703
	Iteration 23Q: 3 clusters Score -9834656 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -9834990.000000 Penalty: 5585.345703
	Iteration 24Q: 3 clusters Score -9834990 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -9835230.000000 Penalty: 5585.345703
	Iteration 25Q: 3 clusters Score -9835230 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -9835421.000000 Penalty: 5585.345703
	Iteration 26Q: 3 clusters Score -9835421 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -9835546.000000 Penalty: 5585.345703
	Iteration 27Q: 3 clusters Score -9835546 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -9835622.000000 Penalty: 5585.345703
	Iteration 28Q: 3 clusters Score -9835622 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -9835683.000000 Penalty: 5585.345703
	Iteration 29Q: 3 clusters Score -9835683 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -9835697.000000 Penalty: 5585.345703
	Iteration 30Q: 3 clusters Score -9835697 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -9835713.000000 Penalty: 5585.345703
	Iteration 31Q: 3 clusters Score -9835713 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -9835731.000000 Penalty: 5585.345703
	Iteration 32Q: 3 clusters Score -9835731 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -9835710.000000 Penalty: 5585.345703
	Iteration 33Q: 3 clusters Score -9835710 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -9835733.000000 Penalty: 5585.345703
	Iteration 34Q: 3 clusters Score -9835733 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -9835762.000000 Penalty: 5585.345703
	Iteration 35Q: 3 clusters Score -9835762 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -9835835.000000 Penalty: 5585.345703
	Iteration 36Q: 3 clusters Score -9835835 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -9835847.000000 Penalty: 5585.345703
	Iteration 37Q: 3 clusters Score -9835847 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -9835875.000000 Penalty: 5585.345703
	Iteration 38Q: 3 clusters Score -9835875 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -9835874.000000 Penalty: 5585.345703
	Iteration 39Q: 3 clusters Score -9835874 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -9835909.000000 Penalty: 5585.345703
	Iteration 40F: 3 clusters Score -9835909 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -9835934.000000 Penalty: 5585.345703
	Iteration 41Q: 3 clusters Score -9835934 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -9835980.000000 Penalty: 5585.345703
	Iteration 42Q: 3 clusters Score -9835980 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -9836008.000000 Penalty: 5585.345703
	Iteration 43Q: 3 clusters Score -9836008 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57049 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -9836072.000000 Penalty: 5585.345703
	Iteration 44Q: 3 clusters Score -9836072 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -9836092.000000 Penalty: 5585.345703
	Iteration 45Q: 3 clusters Score -9836092 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57339 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -9836119.000000 Penalty: 5585.345703
	Iteration 46Q: 3 clusters Score -9836119 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -9836108.000000 Penalty: 5585.345703
	Iteration 47Q: 3 clusters Score -9836108 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -9836135.000000 Penalty: 5585.345703
	Iteration 48Q: 3 clusters Score -9836135 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57855 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -9836130.000000 Penalty: 5585.345703
	Iteration 49Q: 3 clusters Score -9836130 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -9836102.000000 Penalty: 5585.345703
	Iteration 50Q: 3 clusters Score -9836102 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -9836133.000000 Penalty: 5585.345703
	Iteration 51Q: 3 clusters Score -9836133 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -9836163.000000 Penalty: 5585.345703
	Iteration 52Q: 3 clusters Score -9836163 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -9836181.000000 Penalty: 5585.345703
	Iteration 53Q: 3 clusters Score -9836181 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59144 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -9836216.000000 Penalty: 5585.345703
	Iteration 54Q: 3 clusters Score -9836216 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -9836226.000000 Penalty: 5585.345703
	Iteration 55Q: 3 clusters Score -9836226 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -9836294.000000 Penalty: 5585.345703
	Iteration 56Q: 3 clusters Score -9836294 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -9836342.000000 Penalty: 5585.345703
	Iteration 57Q: 3 clusters Score -9836342 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -9836391.000000 Penalty: 5585.345703
	Iteration 58Q: 3 clusters Score -9836391 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -9836441.000000 Penalty: 5585.345703
	Iteration 59Q: 3 clusters Score -9836441 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -9836538.000000 Penalty: 5585.345703
	Iteration 60F: 3 clusters Score -9836538 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -9836713.000000 Penalty: 5585.345703
	Iteration 61Q: 3 clusters Score -9836713 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -9836850.000000 Penalty: 5585.345703
	Iteration 62Q: 3 clusters Score -9836850 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -9836999.000000 Penalty: 5585.345703
	Iteration 63Q: 3 clusters Score -9836999 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -9837179.000000 Penalty: 5585.345703
	Iteration 64Q: 3 clusters Score -9837179 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -9837359.000000 Penalty: 5585.345703
	Iteration 65Q: 3 clusters Score -9837359 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64797 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -9837541.000000 Penalty: 5585.345703
	Iteration 66Q: 3 clusters Score -9837541 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -9837776.000000 Penalty: 5585.345703
	Iteration 67Q: 3 clusters Score -9837776 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -9837979.000000 Penalty: 5585.345703
	Iteration 68Q: 3 clusters Score -9837979 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67016 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -9838291.000000 Penalty: 5585.345703
	Iteration 69Q: 3 clusters Score -9838291 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67803 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -9838557.000000 Penalty: 5585.345703
	Iteration 70Q: 3 clusters Score -9838557 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -9838901.000000 Penalty: 5585.345703
	Iteration 71Q: 3 clusters Score -9838901 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -9839165.000000 Penalty: 5585.345703
	Iteration 72Q: 3 clusters Score -9839165 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70125 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -9839507.000000 Penalty: 5585.345703
	Iteration 73Q: 3 clusters Score -9839507 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -9839861.000000 Penalty: 5585.345703
	Iteration 74Q: 3 clusters Score -9839861 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71611 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -9840184.000000 Penalty: 5585.345703
	Iteration 75Q: 3 clusters Score -9840184 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -9840529.000000 Penalty: 5585.345703
	Iteration 76Q: 3 clusters Score -9840529 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -9840826.000000 Penalty: 5585.345703
	Iteration 77Q: 3 clusters Score -9840826 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -9841105.000000 Penalty: 5585.345703
	Iteration 78Q: 3 clusters Score -9841105 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73991 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -9841316.000000 Penalty: 5585.345703
	Iteration 79Q: 3 clusters Score -9841316 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74430 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -9841510.000000 Penalty: 5585.345703
	Iteration 80F: 3 clusters Score -9841510 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -9841702.000000 Penalty: 5585.345703
	Iteration 81Q: 3 clusters Score -9841702 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -9841812.000000 Penalty: 5585.345703
	Iteration 82Q: 3 clusters Score -9841812 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75391 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -9841889.000000 Penalty: 5585.345703
	Iteration 83Q: 3 clusters Score -9841889 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75617 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -9841961.000000 Penalty: 5585.345703
	Iteration 84Q: 3 clusters Score -9841961 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75804 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -9842040.000000 Penalty: 5585.345703
	Iteration 85Q: 3 clusters Score -9842040 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75949 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -9842088.000000 Penalty: 5585.345703
	Iteration 86Q: 3 clusters Score -9842088 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76063 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -9842142.000000 Penalty: 5585.345703
	Iteration 87Q: 3 clusters Score -9842142 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76154 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9842190.000000 Penalty: 5585.345703
	Iteration 88Q: 3 clusters Score -9842190 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76241 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -9842250.000000 Penalty: 5585.345703
	Iteration 89Q: 3 clusters Score -9842250 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -9842307.000000 Penalty: 5585.345703
	Iteration 90Q: 3 clusters Score -9842307 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9842355.000000 Penalty: 5585.345703
	Iteration 91Q: 3 clusters Score -9842355 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9842401.000000 Penalty: 5585.345703
	Iteration 92Q: 3 clusters Score -9842401 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9842427.000000 Penalty: 5585.345703
	Iteration 93Q: 3 clusters Score -9842427 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76549 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9842434.000000 Penalty: 5585.345703
	Iteration 94Q: 3 clusters Score -9842434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9842441.000000 Penalty: 5585.345703
	Iteration 95Q: 3 clusters Score -9842441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76597 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9842475.000000 Penalty: 5585.345703
	Iteration 96Q: 3 clusters Score -9842475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76612 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -9842480.000000 Penalty: 5585.345703
	Iteration 97Q: 3 clusters Score -9842480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76622 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9842481.000000 Penalty: 5585.345703
	Iteration 98Q: 3 clusters Score -9842481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76634 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -9842479.000000 Penalty: 5585.345703
	Iteration 99Q: 3 clusters Score -9842479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76638 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9842484.000000 Penalty: 5585.345703
	Iteration 100F: 3 clusters Score -9842484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9842487.000000 Penalty: 5585.345703
	Iteration 101Q: 3 clusters Score -9842487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76653 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9842490.000000 Penalty: 5585.345703
	Iteration 102Q: 3 clusters Score -9842490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76658 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9842486.000000 Penalty: 5585.345703
	Iteration 103Q: 3 clusters Score -9842486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76663 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9842490.000000 Penalty: 5585.345703
	Iteration 104Q: 3 clusters Score -9842490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76668 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9842487.000000 Penalty: 5585.345703
	Iteration 105Q: 3 clusters Score -9842487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9842500.000000 Penalty: 5585.345703
	Iteration 106Q: 3 clusters Score -9842500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76674 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9842499.000000 Penalty: 5585.345703
	Iteration 107Q: 3 clusters Score -9842499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76675 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9842502.000000 Penalty: 5585.345703
	Iteration 108Q: 3 clusters Score -9842502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9842511.000000 Penalty: 5585.345703
	Iteration 109Q: 3 clusters Score -9842511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9842509.000000 Penalty: 5585.345703
	Iteration 110Q: 3 clusters Score -9842509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9842503.000000 Penalty: 5585.345703
	Iteration 111Q: 3 clusters Score -9842503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9842503.000000 Penalty: 5585.345703
	Iteration 112F: 3 clusters Score -9842503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (66777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Entering Unmasked Estep 
Score: -8653190.000000 Penalty: 2755.060303
	Iteration 0F: 2 clusters Score -8653190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -8608473.000000 Penalty: 5510.120605
	Iteration 0F: 3 clusters Score -8608473 nChanged 31044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -8625789.000000 Penalty: 5510.120605
	Iteration 1F: 3 clusters Score -8625789 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -8626329.000000 Penalty: 5510.120605
	Iteration 2Q: 3 clusters Score -8626329 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -8626770.000000 Penalty: 5510.120605
	Iteration 3Q: 3 clusters Score -8626770 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -8627189.000000 Penalty: 5510.120605
	Iteration 4Q: 3 clusters Score -8627189 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -8627677.000000 Penalty: 5510.120605
	Iteration 5Q: 3 clusters Score -8627677 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -8628389.000000 Penalty: 5510.120605
	Iteration 6Q: 3 clusters Score -8628389 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -8629433.000000 Penalty: 5510.120605
	Iteration 7Q: 3 clusters Score -8629433 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -8631280.000000 Penalty: 5510.120605
	Iteration 8F: 3 clusters Score -8631280 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -8634504.000000 Penalty: 5510.120605
	Iteration 9F: 3 clusters Score -8634504 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -8639295.000000 Penalty: 5510.120605
	Iteration 10F: 3 clusters Score -8639295 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -8644562.000000 Penalty: 5510.120605
	Iteration 11F: 3 clusters Score -8644562 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -8648307.000000 Penalty: 5510.120605
	Iteration 12F: 3 clusters Score -8648307 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 65834 members 
Entering Unmasked Estep 
Score: -8649858.000000 Penalty: 5510.120605
	Iteration 13Q: 3 clusters Score -8649858 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 66353 members 
Entering Unmasked Estep 
Score: -8650381.000000 Penalty: 5510.120605
	Iteration 14Q: 3 clusters Score -8650381 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 66488 members 
Entering Unmasked Estep 
Score: -8650526.000000 Penalty: 5510.120605
	Iteration 15Q: 3 clusters Score -8650526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 66536 members 
Entering Unmasked Estep 
Score: -8650600.000000 Penalty: 5510.120605
	Iteration 16Q: 3 clusters Score -8650600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -8650656.000000 Penalty: 5510.120605
	Iteration 17Q: 3 clusters Score -8650656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 66579 members 
Entering Unmasked Estep 
Score: -8650686.000000 Penalty: 5510.120605
	Iteration 18Q: 3 clusters Score -8650686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
Score: -8650721.000000 Penalty: 5510.120605
	Iteration 19Q: 3 clusters Score -8650721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -8650730.000000 Penalty: 5510.120605
	Iteration 20F: 3 clusters Score -8650730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -8650739.000000 Penalty: 5510.120605
	Iteration 21Q: 3 clusters Score -8650739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 66598 members 
Entering Unmasked Estep 
Score: -8650742.000000 Penalty: 5510.120605
	Iteration 22Q: 3 clusters Score -8650742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -8650751.000000 Penalty: 5510.120605
	Iteration 23Q: 3 clusters Score -8650751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -8650751.000000 Penalty: 5510.120605
	Iteration 24F: 3 clusters Score -8650751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (125626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125626 members 
Entering Unmasked Estep 
Score: -16001846.000000 Penalty: 2911.783936
	Iteration 0F: 2 clusters Score -1.600185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -15918916.000000 Penalty: 5823.567871
	Iteration 0F: 3 clusters Score -1.591892e+07 nChanged 59439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -15953225.000000 Penalty: 5823.567871
	Iteration 1F: 3 clusters Score -1.595322e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -15954318.000000 Penalty: 5823.567871
	Iteration 2Q: 3 clusters Score -1.595432e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 68294 members 
Entering Unmasked Estep 
Score: -15955561.000000 Penalty: 5823.567871
	Iteration 3Q: 3 clusters Score -1.595556e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 70959 members 
Entering Unmasked Estep 
Score: -15957289.000000 Penalty: 5823.567871
	Iteration 4Q: 3 clusters Score -1.595729e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 74732 members 
Entering Unmasked Estep 
Score: -15959998.000000 Penalty: 5823.567871
	Iteration 5Q: 3 clusters Score -1.596e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 79688 members 
Entering Unmasked Estep 
Score: -15963998.000000 Penalty: 5823.567871
	Iteration 6Q: 3 clusters Score -1.5964e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 85714 members 
Entering Unmasked Estep 
Score: -15969489.000000 Penalty: 5823.567871
	Iteration 7F: 3 clusters Score -1.596949e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 92206 members 
Entering Unmasked Estep 
Score: -15975774.000000 Penalty: 5823.567871
	Iteration 8F: 3 clusters Score -1.597577e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 98136 members 
Entering Unmasked Estep 
Score: -15981611.000000 Penalty: 5823.567871
	Iteration 9F: 3 clusters Score -1.598161e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 102972 members 
Entering Unmasked Estep 
Score: -15986112.000000 Penalty: 5823.567871
	Iteration 10Q: 3 clusters Score -1.598611e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 106715 members 
Entering Unmasked Estep 
Score: -15989390.000000 Penalty: 5823.567871
	Iteration 11Q: 3 clusters Score -1.598939e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 109593 members 
Entering Unmasked Estep 
Score: -15991633.000000 Penalty: 5823.567871
	Iteration 12Q: 3 clusters Score -1.599163e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 111940 members 
Entering Unmasked Estep 
Score: -15993284.000000 Penalty: 5823.567871
	Iteration 13Q: 3 clusters Score -1.599328e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 113856 members 
Entering Unmasked Estep 
Score: -15994443.000000 Penalty: 5823.567871
	Iteration 14Q: 3 clusters Score -1.599444e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 115450 members 
Entering Unmasked Estep 
Score: -15995338.000000 Penalty: 5823.567871
	Iteration 15Q: 3 clusters Score -1.599534e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 116847 members 
Entering Unmasked Estep 
Score: -15996014.000000 Penalty: 5823.567871
	Iteration 16Q: 3 clusters Score -1.599601e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 118006 members 
Entering Unmasked Estep 
Score: -15996565.000000 Penalty: 5823.567871
	Iteration 17Q: 3 clusters Score -1.599656e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 119015 members 
Entering Unmasked Estep 
Score: -15997029.000000 Penalty: 5823.567871
	Iteration 18Q: 3 clusters Score -1.599703e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 119874 members 
Entering Unmasked Estep 
Score: -15997416.000000 Penalty: 5823.567871
	Iteration 19Q: 3 clusters Score -1.599742e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 120583 members 
Entering Unmasked Estep 
Score: -15997732.000000 Penalty: 5823.567871
	Iteration 20F: 3 clusters Score -1.599773e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 121150 members 
Entering Unmasked Estep 
Score: -15997946.000000 Penalty: 5823.567871
	Iteration 21Q: 3 clusters Score -1.599795e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 121607 members 
Entering Unmasked Estep 
Score: -15998199.000000 Penalty: 5823.567871
	Iteration 22Q: 3 clusters Score -1.59982e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 121981 members 
Entering Unmasked Estep 
Score: -15998301.000000 Penalty: 5823.567871
	Iteration 23Q: 3 clusters Score -1.59983e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 122287 members 
Entering Unmasked Estep 
Score: -15998450.000000 Penalty: 5823.567871
	Iteration 24Q: 3 clusters Score -1.599845e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 122561 members 
Entering Unmasked Estep 
Score: -15998546.000000 Penalty: 5823.567871
	Iteration 25Q: 3 clusters Score -1.599855e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 122779 members 
Entering Unmasked Estep 
Score: -15998627.000000 Penalty: 5823.567871
	Iteration 26Q: 3 clusters Score -1.599863e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 122983 members 
Entering Unmasked Estep 
Score: -15998717.000000 Penalty: 5823.567871
	Iteration 27Q: 3 clusters Score -1.599872e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 123151 members 
Entering Unmasked Estep 
Score: -15998827.000000 Penalty: 5823.567871
	Iteration 28Q: 3 clusters Score -1.599883e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 123287 members 
Entering Unmasked Estep 
Score: -15998882.000000 Penalty: 5823.567871
	Iteration 29Q: 3 clusters Score -1.599888e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 123419 members 
Entering Unmasked Estep 
Score: -15998924.000000 Penalty: 5823.567871
	Iteration 30Q: 3 clusters Score -1.599892e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 123517 members 
Entering Unmasked Estep 
Score: -15998982.000000 Penalty: 5823.567871
	Iteration 31Q: 3 clusters Score -1.599898e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 123597 members 
Entering Unmasked Estep 
Score: -15999015.000000 Penalty: 5823.567871
	Iteration 32Q: 3 clusters Score -1.599902e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 123673 members 
Entering Unmasked Estep 
Score: -15999059.000000 Penalty: 5823.567871
	Iteration 33Q: 3 clusters Score -1.599906e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 123741 members 
Entering Unmasked Estep 
Score: -15999077.000000 Penalty: 5823.567871
	Iteration 34Q: 3 clusters Score -1.599908e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 123803 members 
Entering Unmasked Estep 
Score: -15999082.000000 Penalty: 5823.567871
	Iteration 35Q: 3 clusters Score -1.599908e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 123857 members 
Entering Unmasked Estep 
Score: -15999115.000000 Penalty: 5823.567871
	Iteration 36Q: 3 clusters Score -1.599912e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 123902 members 
Entering Unmasked Estep 
Score: -15999140.000000 Penalty: 5823.567871
	Iteration 37Q: 3 clusters Score -1.599914e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 123947 members 
Entering Unmasked Estep 
Score: -15999159.000000 Penalty: 5823.567871
	Iteration 38Q: 3 clusters Score -1.599916e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 123991 members 
Entering Unmasked Estep 
Score: -15999176.000000 Penalty: 5823.567871
	Iteration 39Q: 3 clusters Score -1.599918e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 124026 members 
Entering Unmasked Estep 
Score: -15999205.000000 Penalty: 5823.567871
	Iteration 40F: 3 clusters Score -1.59992e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 124055 members 
Entering Unmasked Estep 
Score: -15999221.000000 Penalty: 5823.567871
	Iteration 41Q: 3 clusters Score -1.599922e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 124078 members 
Entering Unmasked Estep 
Score: -15999235.000000 Penalty: 5823.567871
	Iteration 42Q: 3 clusters Score -1.599924e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 124099 members 
Entering Unmasked Estep 
Score: -15999245.000000 Penalty: 5823.567871
	Iteration 43Q: 3 clusters Score -1.599924e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 124120 members 
Entering Unmasked Estep 
Score: -15999257.000000 Penalty: 5823.567871
	Iteration 44Q: 3 clusters Score -1.599926e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 124148 members 
Entering Unmasked Estep 
Score: -15999264.000000 Penalty: 5823.567871
	Iteration 45Q: 3 clusters Score -1.599926e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -15999279.000000 Penalty: 5823.567871
	Iteration 46Q: 3 clusters Score -1.599928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 124192 members 
Entering Unmasked Estep 
Score: -15999295.000000 Penalty: 5823.567871
	Iteration 47Q: 3 clusters Score -1.59993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 124208 members 
Entering Unmasked Estep 
Score: -15999295.000000 Penalty: 5823.567871
	Iteration 48Q: 3 clusters Score -1.59993e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 124232 members 
Entering Unmasked Estep 
Score: -15999306.000000 Penalty: 5823.567871
	Iteration 49Q: 3 clusters Score -1.599931e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 124252 members 
Entering Unmasked Estep 
Score: -15999306.000000 Penalty: 5823.567871
	Iteration 50Q: 3 clusters Score -1.599931e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 124270 members 
Entering Unmasked Estep 
Score: -15999315.000000 Penalty: 5823.567871
	Iteration 51Q: 3 clusters Score -1.599932e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 124280 members 
Entering Unmasked Estep 
Score: -15999322.000000 Penalty: 5823.567871
	Iteration 52Q: 3 clusters Score -1.599932e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 124291 members 
Entering Unmasked Estep 
Score: -15999319.000000 Penalty: 5823.567871
	Iteration 53Q: 3 clusters Score -1.599932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 124298 members 
Entering Unmasked Estep 
Score: -15999334.000000 Penalty: 5823.567871
	Iteration 54Q: 3 clusters Score -1.599933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 124304 members 
Entering Unmasked Estep 
Score: -15999325.000000 Penalty: 5823.567871
	Iteration 55Q: 3 clusters Score -1.599932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 124308 members 
Entering Unmasked Estep 
Score: -15999325.000000 Penalty: 5823.567871
	Iteration 56Q: 3 clusters Score -1.599932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 124314 members 
Entering Unmasked Estep 
Score: -15999339.000000 Penalty: 5823.567871
	Iteration 57Q: 3 clusters Score -1.599934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 124320 members 
Entering Unmasked Estep 
Score: -15999337.000000 Penalty: 5823.567871
	Iteration 58Q: 3 clusters Score -1.599934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 124327 members 
Entering Unmasked Estep 
Score: -15999343.000000 Penalty: 5823.567871
	Iteration 59Q: 3 clusters Score -1.599934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 124334 members 
Entering Unmasked Estep 
Score: -15999352.000000 Penalty: 5823.567871
	Iteration 60F: 3 clusters Score -1.599935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 124342 members 
Entering Unmasked Estep 
Score: -15999367.000000 Penalty: 5823.567871
	Iteration 61Q: 3 clusters Score -1.599937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 124347 members 
Entering Unmasked Estep 
Score: -15999368.000000 Penalty: 5823.567871
	Iteration 62Q: 3 clusters Score -1.599937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 124351 members 
Entering Unmasked Estep 
Score: -15999369.000000 Penalty: 5823.567871
	Iteration 63Q: 3 clusters Score -1.599937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 124353 members 
Entering Unmasked Estep 
Score: -15999375.000000 Penalty: 5823.567871
	Iteration 64Q: 3 clusters Score -1.599938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 124355 members 
Entering Unmasked Estep 
Score: -15999376.000000 Penalty: 5823.567871
	Iteration 65Q: 3 clusters Score -1.599938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 124358 members 
Entering Unmasked Estep 
Score: -15999376.000000 Penalty: 5823.567871
	Iteration 66Q: 3 clusters Score -1.599938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 124360 members 
Entering Unmasked Estep 
Score: -15999380.000000 Penalty: 5823.567871
	Iteration 67Q: 3 clusters Score -1.599938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 124360 members 
Entering Unmasked Estep 
Score: -15999380.000000 Penalty: 5823.567871
	Iteration 68F: 3 clusters Score -1.599938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (148355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148355 members 
Entering Unmasked Estep 
Score: -19010664.000000 Penalty: 2953.026123
	Iteration 0F: 2 clusters Score -1.901066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 73815 members 
Entering Unmasked Estep 
Score: -18912436.000000 Penalty: 5906.052246
	Iteration 0F: 3 clusters Score -1.891244e+07 nChanged 71095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 66848 members 
Entering Unmasked Estep 
Score: -18954432.000000 Penalty: 5906.052246
	Iteration 1F: 3 clusters Score -1.895443e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85753 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
Score: -18956488.000000 Penalty: 5906.052246
	Iteration 2Q: 3 clusters Score -1.895649e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -18960130.000000 Penalty: 5906.052246
	Iteration 3F: 3 clusters Score -1.896013e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101522 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -18966686.000000 Penalty: 5906.052246
	Iteration 4F: 3 clusters Score -1.896669e+07 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113497 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -18977220.000000 Penalty: 5906.052246
	Iteration 5F: 3 clusters Score -1.897722e+07 nChanged 12924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126117 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -18989546.000000 Penalty: 5906.052246
	Iteration 6F: 3 clusters Score -1.898955e+07 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136311 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -18999512.000000 Penalty: 5906.052246
	Iteration 7F: 3 clusters Score -1.899951e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142230 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -19005146.000000 Penalty: 5906.052246
	Iteration 8Q: 3 clusters Score -1.900515e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145097 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -19007244.000000 Penalty: 5906.052246
	Iteration 9Q: 3 clusters Score -1.900724e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146369 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -19008060.000000 Penalty: 5906.052246
	Iteration 10Q: 3 clusters Score -1.900806e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146937 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -19008306.000000 Penalty: 5906.052246
	Iteration 11Q: 3 clusters Score -1.900831e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147198 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -19008494.000000 Penalty: 5906.052246
	Iteration 12Q: 3 clusters Score -1.900849e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147339 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -19008584.000000 Penalty: 5906.052246
	Iteration 13Q: 3 clusters Score -1.900858e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147446 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -19008658.000000 Penalty: 5906.052246
	Iteration 14Q: 3 clusters Score -1.900866e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147522 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -19008648.000000 Penalty: 5906.052246
	Iteration 15Q: 3 clusters Score -1.900865e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147584 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -19008652.000000 Penalty: 5906.052246
	Iteration 16Q: 3 clusters Score -1.900865e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147616 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -19008662.000000 Penalty: 5906.052246
	Iteration 17Q: 3 clusters Score -1.900866e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147634 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -19008672.000000 Penalty: 5906.052246
	Iteration 18Q: 3 clusters Score -1.900867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147645 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -19008678.000000 Penalty: 5906.052246
	Iteration 19Q: 3 clusters Score -1.900868e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147657 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -19008674.000000 Penalty: 5906.052246
	Iteration 20F: 3 clusters Score -1.900867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147664 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -19008668.000000 Penalty: 5906.052246
	Iteration 21Q: 3 clusters Score -1.900867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147668 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -19008684.000000 Penalty: 5906.052246
	Iteration 22Q: 3 clusters Score -1.900868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147674 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -19008670.000000 Penalty: 5906.052246
	Iteration 23Q: 3 clusters Score -1.900867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147680 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -19008668.000000 Penalty: 5906.052246
	Iteration 24Q: 3 clusters Score -1.900867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147686 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -19008670.000000 Penalty: 5906.052246
	Iteration 25Q: 3 clusters Score -1.900867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147690 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -19008658.000000 Penalty: 5906.052246
	Iteration 26Q: 3 clusters Score -1.900866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147692 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -19008666.000000 Penalty: 5906.052246
	Iteration 27Q: 3 clusters Score -1.900867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147694 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -19008652.000000 Penalty: 5906.052246
	Iteration 28Q: 3 clusters Score -1.900865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147693 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -19008664.000000 Penalty: 5906.052246
	Iteration 29Q: 3 clusters Score -1.900866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147692 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -19008666.000000 Penalty: 5906.052246
	Iteration 30Q: 3 clusters Score -1.900867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147693 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -19008658.000000 Penalty: 5906.052246
	Iteration 31Q: 3 clusters Score -1.900866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147694 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -19008674.000000 Penalty: 5906.052246
	Iteration 32Q: 3 clusters Score -1.900867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147694 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -19008674.000000 Penalty: 5906.052246
	Iteration 33F: 3 clusters Score -1.900867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Entering Unmasked Estep 
Score: -271379.781250 Penalty: 1905.141357
	Iteration 0F: 2 clusters Score -271379.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -268640.062500 Penalty: 3810.282715
	Iteration 0F: 3 clusters Score -268640.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -269129.000000 Penalty: 3810.282715
	Iteration 1F: 3 clusters Score -269129 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -269281.968750 Penalty: 3810.282715
	Iteration 2F: 3 clusters Score -269282 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -269359.781250 Penalty: 3810.282715
	Iteration 3Q: 3 clusters Score -269359.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -269415.906250 Penalty: 3810.282715
	Iteration 4Q: 3 clusters Score -269415.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -269448.468750 Penalty: 3810.282715
	Iteration 5Q: 3 clusters Score -269448.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -269463.281250 Penalty: 3810.282715
	Iteration 6Q: 3 clusters Score -269463.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -269477.000000 Penalty: 3810.282715
	Iteration 7Q: 3 clusters Score -269477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -269485.625000 Penalty: 3810.282715
	Iteration 8Q: 3 clusters Score -269485.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -269491.750000 Penalty: 3810.282715
	Iteration 9Q: 3 clusters Score -269491.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -269496.000000 Penalty: 3810.282715
	Iteration 10Q: 3 clusters Score -269496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -269499.218750 Penalty: 3810.282715
	Iteration 11Q: 3 clusters Score -269499.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -269501.750000 Penalty: 3810.282715
	Iteration 12Q: 3 clusters Score -269501.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -269503.875000 Penalty: 3810.282715
	Iteration 13Q: 3 clusters Score -269503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -269506.031250 Penalty: 3810.282715
	Iteration 14Q: 3 clusters Score -269506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -269510.656250 Penalty: 3810.282715
	Iteration 15Q: 3 clusters Score -269510.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -269517.718750 Penalty: 3810.282715
	Iteration 16Q: 3 clusters Score -269517.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -269521.968750 Penalty: 3810.282715
	Iteration 17Q: 3 clusters Score -269522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -269525.375000 Penalty: 3810.282715
	Iteration 18Q: 3 clusters Score -269525.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -269529.500000 Penalty: 3810.282715
	Iteration 19Q: 3 clusters Score -269529.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -269531.812500 Penalty: 3810.282715
	Iteration 20F: 3 clusters Score -269531.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -269535.718750 Penalty: 3810.282715
	Iteration 21Q: 3 clusters Score -269535.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -269538.031250 Penalty: 3810.282715
	Iteration 22Q: 3 clusters Score -269538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -269539.875000 Penalty: 3810.282715
	Iteration 23Q: 3 clusters Score -269539.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -269541.218750 Penalty: 3810.282715
	Iteration 24Q: 3 clusters Score -269541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -269541.718750 Penalty: 3810.282715
	Iteration 25Q: 3 clusters Score -269541.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -269541.718750 Penalty: 3810.282715
	Iteration 26F: 3 clusters Score -269541.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Entering Unmasked Estep 
Score: -244394.312500 Penalty: 1881.023682
	Iteration 0F: 2 clusters Score -244394.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -241787.281250 Penalty: 3762.047363
	Iteration 0F: 3 clusters Score -241787.3 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -242256.343750 Penalty: 3762.047363
	Iteration 1F: 3 clusters Score -242256.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -242380.921875 Penalty: 3762.047363
	Iteration 2F: 3 clusters Score -242380.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -242459.203125 Penalty: 3762.047363
	Iteration 3Q: 3 clusters Score -242459.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -242511.625000 Penalty: 3762.047363
	Iteration 4Q: 3 clusters Score -242511.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -242550.609375 Penalty: 3762.047363
	Iteration 5Q: 3 clusters Score -242550.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -242587.718750 Penalty: 3762.047363
	Iteration 6Q: 3 clusters Score -242587.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -242611.734375 Penalty: 3762.047363
	Iteration 7Q: 3 clusters Score -242611.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -242631.625000 Penalty: 3762.047363
	Iteration 8Q: 3 clusters Score -242631.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -242642.781250 Penalty: 3762.047363
	Iteration 9Q: 3 clusters Score -242642.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -242651.265625 Penalty: 3762.047363
	Iteration 10Q: 3 clusters Score -242651.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -242664.468750 Penalty: 3762.047363
	Iteration 11Q: 3 clusters Score -242664.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -242678.140625 Penalty: 3762.047363
	Iteration 12Q: 3 clusters Score -242678.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -242687.453125 Penalty: 3762.047363
	Iteration 13Q: 3 clusters Score -242687.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -242697.531250 Penalty: 3762.047363
	Iteration 14Q: 3 clusters Score -242697.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -242703.125000 Penalty: 3762.047363
	Iteration 15Q: 3 clusters Score -242703.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -242706.703125 Penalty: 3762.047363
	Iteration 16Q: 3 clusters Score -242706.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -242707.281250 Penalty: 3762.047363
	Iteration 17Q: 3 clusters Score -242707.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -242708.718750 Penalty: 3762.047363
	Iteration 18Q: 3 clusters Score -242708.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -242710.046875 Penalty: 3762.047363
	Iteration 19Q: 3 clusters Score -242710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -242711.046875 Penalty: 3762.047363
	Iteration 20F: 3 clusters Score -242711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -242712.437500 Penalty: 3762.047363
	Iteration 21Q: 3 clusters Score -242712.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -242713.421875 Penalty: 3762.047363
	Iteration 22Q: 3 clusters Score -242713.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -242713.421875 Penalty: 3762.047363
	Iteration 23F: 3 clusters Score -242713.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -56128.519531 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -56128.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54665.523438 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -54665.52 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55361.707031 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -55361.71 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -55635.179688 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -55635.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -55802.613281 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -55802.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -55956.949219 Penalty: 3126.099121
	Iteration 4F: 3 clusters Score -55956.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -56105.375000 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -56105.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -56294.140625 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -56294.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -56331.597656 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -56331.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -56353.863281 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -56353.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -56360.843750 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -56360.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -56370.496094 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -56370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -56393.175781 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -56393.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -56421.894531 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -56421.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -56441.832031 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -56441.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -56455.777344 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -56455.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -56455.777344 Penalty: 3126.099121
	Iteration 15F: 3 clusters Score -56455.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54828 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 37626 members 
Mstep: Class 5 contains 13620 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149562 members 
Mstep: Class 8 contains 137302 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 100847 members 
Mstep: Class 11 contains 9277 members 
Mstep: Class 12 contains 140431 members 
Mstep: Class 13 contains 4920 members 
Mstep: Class 14 contains 163511 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 17618 members 
Mstep: Class 17 contains 34734 members 
Mstep: Class 18 contains 77713 members 
Mstep: Class 19 contains 66777 members 
Mstep: Class 20 contains 125626 members 
Mstep: Class 21 contains 148355 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 68 members 
Mstep: Class 25 contains 478 members 
Entering Unmasked Estep 
Score: -161309952.000000 Penalty: 87239.546875
Splitting cluster 24 changes total score from -161311136.000000 to -161309952.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54828 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 37626 members 
Mstep: Class 5 contains 13620 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149562 members 
Mstep: Class 8 contains 137302 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 100847 members 
Mstep: Class 11 contains 9277 members 
Mstep: Class 12 contains 140431 members 
Mstep: Class 13 contains 4920 members 
Mstep: Class 14 contains 163511 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 17618 members 
Mstep: Class 17 contains 34734 members 
Mstep: Class 18 contains 77713 members 
Mstep: Class 19 contains 66777 members 
Mstep: Class 20 contains 125626 members 
Mstep: Class 21 contains 148355 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311744.000000 Penalty: 83749.968750
Iteration 319Q: 25 clusters Score -1.613117e+08 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54841 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 37589 members 
Mstep: Class 5 contains 13636 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149462 members 
Mstep: Class 8 contains 137395 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 100646 members 
Mstep: Class 11 contains 9281 members 
Mstep: Class 12 contains 140250 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 163402 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 17520 members 
Mstep: Class 17 contains 34742 members 
Mstep: Class 18 contains 77718 members 
Mstep: Class 19 contains 67700 members 
Mstep: Class 20 contains 125286 members 
Mstep: Class 21 contains 148360 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311728.000000 Penalty: 83749.968750
Iteration 320F: 25 clusters Score -1.613117e+08 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54843 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 37551 members 
Mstep: Class 5 contains 13642 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149385 members 
Mstep: Class 8 contains 137505 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 100444 members 
Mstep: Class 11 contains 9282 members 
Mstep: Class 12 contains 140088 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 163307 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 17416 members 
Mstep: Class 17 contains 34750 members 
Mstep: Class 18 contains 77718 members 
Mstep: Class 19 contains 68620 members 
Mstep: Class 20 contains 124920 members 
Mstep: Class 21 contains 148358 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311808.000000 Penalty: 83749.968750
Iteration 321Q: 25 clusters Score -1.613118e+08 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54847 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 37510 members 
Mstep: Class 5 contains 13642 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149300 members 
Mstep: Class 8 contains 137607 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 100238 members 
Mstep: Class 11 contains 9281 members 
Mstep: Class 12 contains 139914 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 163269 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 17339 members 
Mstep: Class 17 contains 34766 members 
Mstep: Class 18 contains 77707 members 
Mstep: Class 19 contains 69500 members 
Mstep: Class 20 contains 124561 members 
Mstep: Class 21 contains 148347 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311968.000000 Penalty: 83749.968750
Iteration 322Q: 25 clusters Score -1.61312e+08 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54849 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 37483 members 
Mstep: Class 5 contains 13647 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149214 members 
Mstep: Class 8 contains 137729 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 100008 members 
Mstep: Class 11 contains 9277 members 
Mstep: Class 12 contains 139760 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 163240 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 17259 members 
Mstep: Class 17 contains 34773 members 
Mstep: Class 18 contains 77687 members 
Mstep: Class 19 contains 70393 members 
Mstep: Class 20 contains 124175 members 
Mstep: Class 21 contains 148333 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311872.000000 Penalty: 83749.968750
Iteration 323Q: 25 clusters Score -1.613119e+08 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54840 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 37445 members 
Mstep: Class 5 contains 13648 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149116 members 
Mstep: Class 8 contains 137852 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 99766 members 
Mstep: Class 11 contains 9281 members 
Mstep: Class 12 contains 139593 members 
Mstep: Class 13 contains 4917 members 
Mstep: Class 14 contains 163210 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 17145 members 
Mstep: Class 17 contains 34772 members 
Mstep: Class 18 contains 77666 members 
Mstep: Class 19 contains 71274 members 
Mstep: Class 20 contains 123784 members 
Mstep: Class 21 contains 148438 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311952.000000 Penalty: 83749.968750
Iteration 324Q: 25 clusters Score -1.61312e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54838 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 37407 members 
Mstep: Class 5 contains 13643 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 149040 members 
Mstep: Class 8 contains 137948 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 99518 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 139446 members 
Mstep: Class 13 contains 4917 members 
Mstep: Class 14 contains 163114 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 17056 members 
Mstep: Class 17 contains 34766 members 
Mstep: Class 18 contains 77659 members 
Mstep: Class 19 contains 72218 members 
Mstep: Class 20 contains 123369 members 
Mstep: Class 21 contains 148540 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312128.000000 Penalty: 83749.968750
Iteration 325Q: 25 clusters Score -1.613121e+08 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54839 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 37375 members 
Mstep: Class 5 contains 13646 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 148982 members 
Mstep: Class 8 contains 138036 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 99290 members 
Mstep: Class 11 contains 9263 members 
Mstep: Class 12 contains 139307 members 
Mstep: Class 13 contains 4917 members 
Mstep: Class 14 contains 163002 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 16960 members 
Mstep: Class 17 contains 34763 members 
Mstep: Class 18 contains 77650 members 
Mstep: Class 19 contains 73228 members 
Mstep: Class 20 contains 122954 members 
Mstep: Class 21 contains 148538 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312208.000000 Penalty: 83749.968750
Iteration 326Q: 25 clusters Score -1.613122e+08 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54819 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 37355 members 
Mstep: Class 5 contains 13636 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 148998 members 
Mstep: Class 8 contains 138127 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 99058 members 
Mstep: Class 11 contains 9260 members 
Mstep: Class 12 contains 139133 members 
Mstep: Class 13 contains 4916 members 
Mstep: Class 14 contains 162842 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 16896 members 
Mstep: Class 17 contains 34788 members 
Mstep: Class 18 contains 77634 members 
Mstep: Class 19 contains 74259 members 
Mstep: Class 20 contains 122517 members 
Mstep: Class 21 contains 148511 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312416.000000 Penalty: 83749.968750
Iteration 327Q: 25 clusters Score -1.613124e+08 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54800 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 37352 members 
Mstep: Class 5 contains 13632 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 148965 members 
Mstep: Class 8 contains 138183 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 98849 members 
Mstep: Class 11 contains 9252 members 
Mstep: Class 12 contains 138943 members 
Mstep: Class 13 contains 4915 members 
Mstep: Class 14 contains 162668 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 16828 members 
Mstep: Class 17 contains 34807 members 
Mstep: Class 18 contains 77616 members 
Mstep: Class 19 contains 75398 members 
Mstep: Class 20 contains 122078 members 
Mstep: Class 21 contains 148461 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312544.000000 Penalty: 83749.968750
Iteration 328Q: 25 clusters Score -1.613125e+08 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54793 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 37334 members 
Mstep: Class 5 contains 13615 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 148871 members 
Mstep: Class 8 contains 138269 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 98626 members 
Mstep: Class 11 contains 9245 members 
Mstep: Class 12 contains 138754 members 
Mstep: Class 13 contains 4913 members 
Mstep: Class 14 contains 162528 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 16767 members 
Mstep: Class 17 contains 34830 members 
Mstep: Class 18 contains 77611 members 
Mstep: Class 19 contains 76514 members 
Mstep: Class 20 contains 121667 members 
Mstep: Class 21 contains 148410 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312512.000000 Penalty: 83749.968750
Iteration 329Q: 25 clusters Score -1.613125e+08 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54783 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 37308 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 148785 members 
Mstep: Class 8 contains 138348 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 98415 members 
Mstep: Class 11 contains 9238 members 
Mstep: Class 12 contains 138529 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 162429 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 16684 members 
Mstep: Class 17 contains 34858 members 
Mstep: Class 18 contains 77598 members 
Mstep: Class 19 contains 77701 members 
Mstep: Class 20 contains 121245 members 
Mstep: Class 21 contains 148329 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312608.000000 Penalty: 83749.968750
Iteration 330Q: 25 clusters Score -1.613126e+08 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54764 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 37253 members 
Mstep: Class 5 contains 13585 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 148708 members 
Mstep: Class 8 contains 138447 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 98189 members 
Mstep: Class 11 contains 9239 members 
Mstep: Class 12 contains 138249 members 
Mstep: Class 13 contains 4903 members 
Mstep: Class 14 contains 162344 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 16579 members 
Mstep: Class 17 contains 34877 members 
Mstep: Class 18 contains 77584 members 
Mstep: Class 19 contains 78898 members 
Mstep: Class 20 contains 120849 members 
Mstep: Class 21 contains 148279 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312688.000000 Penalty: 83749.968750
Iteration 331Q: 25 clusters Score -1.613127e+08 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54749 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 37187 members 
Mstep: Class 5 contains 13574 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 148670 members 
Mstep: Class 8 contains 138545 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 97981 members 
Mstep: Class 11 contains 9236 members 
Mstep: Class 12 contains 137982 members 
Mstep: Class 13 contains 4900 members 
Mstep: Class 14 contains 162259 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 16486 members 
Mstep: Class 17 contains 34898 members 
Mstep: Class 18 contains 77561 members 
Mstep: Class 19 contains 80154 members 
Mstep: Class 20 contains 120410 members 
Mstep: Class 21 contains 148156 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312800.000000 Penalty: 83749.968750
Iteration 332Q: 25 clusters Score -1.613128e+08 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54730 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 37147 members 
Mstep: Class 5 contains 13563 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 148636 members 
Mstep: Class 8 contains 138662 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 97785 members 
Mstep: Class 11 contains 9241 members 
Mstep: Class 12 contains 137748 members 
Mstep: Class 13 contains 4898 members 
Mstep: Class 14 contains 162195 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 16403 members 
Mstep: Class 17 contains 34930 members 
Mstep: Class 18 contains 77531 members 
Mstep: Class 19 contains 81407 members 
Mstep: Class 20 contains 119954 members 
Mstep: Class 21 contains 147919 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161313120.000000 Penalty: 83749.968750
Iteration 333Q: 25 clusters Score -1.613131e+08 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54709 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 37095 members 
Mstep: Class 5 contains 13550 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 148561 members 
Mstep: Class 8 contains 138745 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 97594 members 
Mstep: Class 11 contains 9244 members 
Mstep: Class 12 contains 137474 members 
Mstep: Class 13 contains 4897 members 
Mstep: Class 14 contains 162167 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 16341 members 
Mstep: Class 17 contains 34975 members 
Mstep: Class 18 contains 77514 members 
Mstep: Class 19 contains 82735 members 
Mstep: Class 20 contains 119484 members 
Mstep: Class 21 contains 147666 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161313504.000000 Penalty: 83749.968750
Iteration 334Q: 25 clusters Score -1.613135e+08 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54689 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 37057 members 
Mstep: Class 5 contains 13532 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 148524 members 
Mstep: Class 8 contains 138804 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 97358 members 
Mstep: Class 11 contains 9238 members 
Mstep: Class 12 contains 137182 members 
Mstep: Class 13 contains 4895 members 
Mstep: Class 14 contains 162205 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 16240 members 
Mstep: Class 17 contains 35011 members 
Mstep: Class 18 contains 77497 members 
Mstep: Class 19 contains 84067 members 
Mstep: Class 20 contains 119000 members 
Mstep: Class 21 contains 147453 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161314096.000000 Penalty: 83749.968750
Iteration 335Q: 25 clusters Score -1.613141e+08 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54679 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 37016 members 
Mstep: Class 5 contains 13500 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 148460 members 
Mstep: Class 8 contains 138871 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 97129 members 
Mstep: Class 11 contains 9242 members 
Mstep: Class 12 contains 136855 members 
Mstep: Class 13 contains 4893 members 
Mstep: Class 14 contains 162201 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 16140 members 
Mstep: Class 17 contains 35043 members 
Mstep: Class 18 contains 77478 members 
Mstep: Class 19 contains 85481 members 
Mstep: Class 20 contains 118525 members 
Mstep: Class 21 contains 147237 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161314432.000000 Penalty: 83749.968750
Iteration 336Q: 25 clusters Score -1.613144e+08 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54673 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 36980 members 
Mstep: Class 5 contains 13466 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 148400 members 
Mstep: Class 8 contains 138931 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 96891 members 
Mstep: Class 11 contains 9244 members 
Mstep: Class 12 contains 136484 members 
Mstep: Class 13 contains 4889 members 
Mstep: Class 14 contains 162154 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 16034 members 
Mstep: Class 17 contains 35072 members 
Mstep: Class 18 contains 77471 members 
Mstep: Class 19 contains 86978 members 
Mstep: Class 20 contains 117992 members 
Mstep: Class 21 contains 147091 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161314112.000000 Penalty: 83749.968750
Iteration 337Q: 25 clusters Score -1.613141e+08 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54672 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 36917 members 
Mstep: Class 5 contains 13438 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 148296 members 
Mstep: Class 8 contains 139004 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 96635 members 
Mstep: Class 11 contains 9252 members 
Mstep: Class 12 contains 136109 members 
Mstep: Class 13 contains 4884 members 
Mstep: Class 14 contains 162093 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 15932 members 
Mstep: Class 17 contains 35092 members 
Mstep: Class 18 contains 77444 members 
Mstep: Class 19 contains 88549 members 
Mstep: Class 20 contains 117501 members 
Mstep: Class 21 contains 146931 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161314624.000000 Penalty: 83749.968750
Iteration 338Q: 25 clusters Score -1.613146e+08 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54672 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 36843 members 
Mstep: Class 5 contains 13414 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 148142 members 
Mstep: Class 8 contains 139064 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 96349 members 
Mstep: Class 11 contains 9262 members 
Mstep: Class 12 contains 135734 members 
Mstep: Class 13 contains 4879 members 
Mstep: Class 14 contains 162132 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 15833 members 
Mstep: Class 17 contains 35094 members 
Mstep: Class 18 contains 77415 members 
Mstep: Class 19 contains 90108 members 
Mstep: Class 20 contains 116992 members 
Mstep: Class 21 contains 146815 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161314912.000000 Penalty: 83749.968750
Iteration 339Q: 25 clusters Score -1.613149e+08 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54681 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 36787 members 
Mstep: Class 5 contains 13388 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 147984 members 
Mstep: Class 8 contains 139142 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 96075 members 
Mstep: Class 11 contains 9264 members 
Mstep: Class 12 contains 135261 members 
Mstep: Class 13 contains 4878 members 
Mstep: Class 14 contains 162085 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 15775 members 
Mstep: Class 17 contains 35092 members 
Mstep: Class 18 contains 77394 members 
Mstep: Class 19 contains 91748 members 
Mstep: Class 20 contains 116464 members 
Mstep: Class 21 contains 146733 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315216.000000 Penalty: 83749.968750
Iteration 340F: 25 clusters Score -1.613152e+08 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54678 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 36731 members 
Mstep: Class 5 contains 13354 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 147827 members 
Mstep: Class 8 contains 139202 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 95814 members 
Mstep: Class 11 contains 9261 members 
Mstep: Class 12 contains 134774 members 
Mstep: Class 13 contains 4877 members 
Mstep: Class 14 contains 162030 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 15685 members 
Mstep: Class 17 contains 35093 members 
Mstep: Class 18 contains 77377 members 
Mstep: Class 19 contains 93411 members 
Mstep: Class 20 contains 115951 members 
Mstep: Class 21 contains 146686 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315696.000000 Penalty: 83749.968750
Iteration 341Q: 25 clusters Score -1.613157e+08 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54667 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 36668 members 
Mstep: Class 5 contains 13323 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 147676 members 
Mstep: Class 8 contains 139225 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 95547 members 
Mstep: Class 11 contains 9249 members 
Mstep: Class 12 contains 134281 members 
Mstep: Class 13 contains 4875 members 
Mstep: Class 14 contains 162051 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 15566 members 
Mstep: Class 17 contains 35096 members 
Mstep: Class 18 contains 77351 members 
Mstep: Class 19 contains 95154 members 
Mstep: Class 20 contains 115459 members 
Mstep: Class 21 contains 146563 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315632.000000 Penalty: 83749.968750
Iteration 342Q: 25 clusters Score -1.613156e+08 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54679 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 36582 members 
Mstep: Class 5 contains 13302 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 147527 members 
Mstep: Class 8 contains 139230 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 95256 members 
Mstep: Class 11 contains 9245 members 
Mstep: Class 12 contains 133823 members 
Mstep: Class 13 contains 4874 members 
Mstep: Class 14 contains 162018 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 15497 members 
Mstep: Class 17 contains 35077 members 
Mstep: Class 18 contains 77322 members 
Mstep: Class 19 contains 97010 members 
Mstep: Class 20 contains 114919 members 
Mstep: Class 21 contains 146390 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315616.000000 Penalty: 83749.968750
Iteration 343Q: 25 clusters Score -1.613156e+08 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54688 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 36508 members 
Mstep: Class 5 contains 13292 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 147349 members 
Mstep: Class 8 contains 139222 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 94903 members 
Mstep: Class 11 contains 9244 members 
Mstep: Class 12 contains 133367 members 
Mstep: Class 13 contains 4874 members 
Mstep: Class 14 contains 161995 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 15384 members 
Mstep: Class 17 contains 35059 members 
Mstep: Class 18 contains 77309 members 
Mstep: Class 19 contains 98943 members 
Mstep: Class 20 contains 114402 members 
Mstep: Class 21 contains 146212 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315776.000000 Penalty: 83749.968750
Iteration 344Q: 25 clusters Score -1.613158e+08 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54704 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 36402 members 
Mstep: Class 5 contains 13295 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 147177 members 
Mstep: Class 8 contains 139195 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 94565 members 
Mstep: Class 11 contains 9241 members 
Mstep: Class 12 contains 132859 members 
Mstep: Class 13 contains 4874 members 
Mstep: Class 14 contains 161960 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 15294 members 
Mstep: Class 17 contains 35036 members 
Mstep: Class 18 contains 77300 members 
Mstep: Class 19 contains 100920 members 
Mstep: Class 20 contains 113899 members 
Mstep: Class 21 contains 146030 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316320.000000 Penalty: 83749.968750
Iteration 345Q: 25 clusters Score -1.613163e+08 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54717 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 4 contains 36304 members 
Mstep: Class 5 contains 13277 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 147040 members 
Mstep: Class 8 contains 139156 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 94198 members 
Mstep: Class 11 contains 9246 members 
Mstep: Class 12 contains 132386 members 
Mstep: Class 13 contains 4873 members 
Mstep: Class 14 contains 161942 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 15178 members 
Mstep: Class 17 contains 35023 members 
Mstep: Class 18 contains 77299 members 
Mstep: Class 19 contains 102894 members 
Mstep: Class 20 contains 113465 members 
Mstep: Class 21 contains 145752 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316352.000000 Penalty: 83749.968750
Iteration 346Q: 25 clusters Score -1.613164e+08 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54716 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 36210 members 
Mstep: Class 5 contains 13276 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 146904 members 
Mstep: Class 8 contains 139118 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 93833 members 
Mstep: Class 11 contains 9245 members 
Mstep: Class 12 contains 131861 members 
Mstep: Class 13 contains 4873 members 
Mstep: Class 14 contains 161923 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 15034 members 
Mstep: Class 17 contains 35005 members 
Mstep: Class 18 contains 77300 members 
Mstep: Class 19 contains 104921 members 
Mstep: Class 20 contains 112978 members 
Mstep: Class 21 contains 145553 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316736.000000 Penalty: 83749.968750
Iteration 347Q: 25 clusters Score -1.613167e+08 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54734 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 36112 members 
Mstep: Class 5 contains 13264 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 146710 members 
Mstep: Class 8 contains 139066 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 93469 members 
Mstep: Class 11 contains 9249 members 
Mstep: Class 12 contains 131339 members 
Mstep: Class 13 contains 4873 members 
Mstep: Class 14 contains 161838 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 14885 members 
Mstep: Class 17 contains 34991 members 
Mstep: Class 18 contains 77305 members 
Mstep: Class 19 contains 107085 members 
Mstep: Class 20 contains 112460 members 
Mstep: Class 21 contains 145368 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317056.000000 Penalty: 83749.968750
Iteration 348Q: 25 clusters Score -1.613171e+08 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54751 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 36009 members 
Mstep: Class 5 contains 13247 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 146458 members 
Mstep: Class 8 contains 139029 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 93121 members 
Mstep: Class 11 contains 9247 members 
Mstep: Class 12 contains 130811 members 
Mstep: Class 13 contains 4873 members 
Mstep: Class 14 contains 161755 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 14728 members 
Mstep: Class 17 contains 34975 members 
Mstep: Class 18 contains 77297 members 
Mstep: Class 19 contains 109193 members 
Mstep: Class 20 contains 111945 members 
Mstep: Class 21 contains 145311 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316992.000000 Penalty: 83749.968750
Iteration 349Q: 25 clusters Score -1.61317e+08 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54762 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 35914 members 
Mstep: Class 5 contains 13228 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 146150 members 
Mstep: Class 8 contains 138975 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 92746 members 
Mstep: Class 11 contains 9262 members 
Mstep: Class 12 contains 130275 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 161670 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 14534 members 
Mstep: Class 17 contains 34949 members 
Mstep: Class 18 contains 77298 members 
Mstep: Class 19 contains 111413 members 
Mstep: Class 20 contains 111388 members 
Mstep: Class 21 contains 145312 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317152.000000 Penalty: 83749.968750
Iteration 350Q: 25 clusters Score -1.613172e+08 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54773 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 35826 members 
Mstep: Class 5 contains 13201 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145931 members 
Mstep: Class 8 contains 138940 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 92357 members 
Mstep: Class 11 contains 9257 members 
Mstep: Class 12 contains 129695 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 161591 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 14346 members 
Mstep: Class 17 contains 34929 members 
Mstep: Class 18 contains 77291 members 
Mstep: Class 19 contains 113657 members 
Mstep: Class 20 contains 110838 members 
Mstep: Class 21 contains 145243 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1973 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317680.000000 Penalty: 83749.968750
Iteration 351Q: 25 clusters Score -1.613177e+08 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54799 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 35762 members 
Mstep: Class 5 contains 13171 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145700 members 
Mstep: Class 8 contains 138899 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 91979 members 
Mstep: Class 11 contains 9247 members 
Mstep: Class 12 contains 129100 members 
Mstep: Class 13 contains 4871 members 
Mstep: Class 14 contains 161475 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 14150 members 
Mstep: Class 17 contains 34907 members 
Mstep: Class 18 contains 77291 members 
Mstep: Class 19 contains 115975 members 
Mstep: Class 20 contains 110303 members 
Mstep: Class 21 contains 145118 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317904.000000 Penalty: 83749.968750
Iteration 352Q: 25 clusters Score -1.613179e+08 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54820 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 35648 members 
Mstep: Class 5 contains 13142 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145510 members 
Mstep: Class 8 contains 138842 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 91585 members 
Mstep: Class 11 contains 9244 members 
Mstep: Class 12 contains 128528 members 
Mstep: Class 13 contains 4870 members 
Mstep: Class 14 contains 161289 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 13970 members 
Mstep: Class 17 contains 34872 members 
Mstep: Class 18 contains 77304 members 
Mstep: Class 19 contains 118391 members 
Mstep: Class 20 contains 109731 members 
Mstep: Class 21 contains 145002 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317824.000000 Penalty: 83749.968750
Iteration 353Q: 25 clusters Score -1.613178e+08 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54831 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 35557 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145372 members 
Mstep: Class 8 contains 138789 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 91144 members 
Mstep: Class 11 contains 9256 members 
Mstep: Class 12 contains 127975 members 
Mstep: Class 13 contains 4869 members 
Mstep: Class 14 contains 161111 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 13781 members 
Mstep: Class 17 contains 34843 members 
Mstep: Class 18 contains 77303 members 
Mstep: Class 19 contains 120802 members 
Mstep: Class 20 contains 109163 members 
Mstep: Class 21 contains 144811 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318416.000000 Penalty: 83749.968750
Iteration 354Q: 25 clusters Score -1.613184e+08 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54860 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 35456 members 
Mstep: Class 5 contains 13142 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145172 members 
Mstep: Class 8 contains 138736 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 90770 members 
Mstep: Class 11 contains 9261 members 
Mstep: Class 12 contains 127348 members 
Mstep: Class 13 contains 4868 members 
Mstep: Class 14 contains 160910 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 13562 members 
Mstep: Class 17 contains 34815 members 
Mstep: Class 18 contains 77296 members 
Mstep: Class 19 contains 123365 members 
Mstep: Class 20 contains 108633 members 
Mstep: Class 21 contains 144556 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 1973 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318240.000000 Penalty: 83749.968750
Iteration 355Q: 25 clusters Score -1.613182e+08 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54867 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 35369 members 
Mstep: Class 5 contains 13156 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 144986 members 
Mstep: Class 8 contains 138666 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 90419 members 
Mstep: Class 11 contains 9265 members 
Mstep: Class 12 contains 126703 members 
Mstep: Class 13 contains 4867 members 
Mstep: Class 14 contains 160732 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 13371 members 
Mstep: Class 17 contains 34808 members 
Mstep: Class 18 contains 77287 members 
Mstep: Class 19 contains 126005 members 
Mstep: Class 20 contains 108086 members 
Mstep: Class 21 contains 144165 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318176.000000 Penalty: 83749.968750
Iteration 356Q: 25 clusters Score -1.613182e+08 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54892 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 35277 members 
Mstep: Class 5 contains 13177 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 144804 members 
Mstep: Class 8 contains 138601 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 90058 members 
Mstep: Class 11 contains 9266 members 
Mstep: Class 12 contains 126075 members 
Mstep: Class 13 contains 4867 members 
Mstep: Class 14 contains 160508 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 13205 members 
Mstep: Class 17 contains 34797 members 
Mstep: Class 18 contains 77283 members 
Mstep: Class 19 contains 128707 members 
Mstep: Class 20 contains 107527 members 
Mstep: Class 21 contains 143711 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 1973 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318480.000000 Penalty: 83749.968750
Iteration 357Q: 25 clusters Score -1.613185e+08 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54916 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 35176 members 
Mstep: Class 5 contains 13188 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 144644 members 
Mstep: Class 8 contains 138543 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 89673 members 
Mstep: Class 11 contains 9263 members 
Mstep: Class 12 contains 125508 members 
Mstep: Class 13 contains 4864 members 
Mstep: Class 14 contains 160306 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 13023 members 
Mstep: Class 17 contains 34789 members 
Mstep: Class 18 contains 77270 members 
Mstep: Class 19 contains 131349 members 
Mstep: Class 20 contains 106979 members 
Mstep: Class 21 contains 143259 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318496.000000 Penalty: 83749.968750
Iteration 358Q: 25 clusters Score -1.613185e+08 nChanged 6028
Entering ConstructFrom: 
Score: -161318496.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -92251.382812 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -92251.38 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 416 members 
Entering Unmasked Estep 
Score: -90459.328125 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -90459.33 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90817.398438 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -90817.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91026.546875 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -91026.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91235.343750 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -91235.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91346.429688 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -91346.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -91423.445312 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -91423.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -91533.148438 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -91533.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -91641.007812 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -91641.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -91711.539062 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -91711.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -91776.828125 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -91776.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -91841.382812 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -91841.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -91927.789062 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -91927.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -91988.164062 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -91988.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -92013.476562 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -92013.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -92046.429688 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -92046.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -92071.289062 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -92071.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -92090.882812 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -92090.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92115.976562 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -92115.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92126.671875 Penalty: 3342.123535
	Iteration 18Q: 3 clusters Score -92126.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92144.585938 Penalty: 3342.123535
	Iteration 19Q: 3 clusters Score -92144.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92170.515625 Penalty: 3342.123535
	Iteration 20F: 3 clusters Score -92170.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92224.937500 Penalty: 3342.123535
	Iteration 21Q: 3 clusters Score -92224.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -92321.070312 Penalty: 3342.123535
	Iteration 22Q: 3 clusters Score -92321.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92603.609375 Penalty: 3342.123535
	Iteration 23Q: 3 clusters Score -92603.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92612.265625 Penalty: 3342.123535
	Iteration 24Q: 3 clusters Score -92612.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92612.265625 Penalty: 3342.123535
	Iteration 25F: 3 clusters Score -92612.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 54927 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 35083 members 
Mstep: Class 5 contains 13196 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 144382 members 
Mstep: Class 8 contains 138465 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 89311 members 
Mstep: Class 11 contains 9254 members 
Mstep: Class 12 contains 124956 members 
Mstep: Class 13 contains 4862 members 
Mstep: Class 14 contains 160134 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 12880 members 
Mstep: Class 17 contains 34780 members 
Mstep: Class 18 contains 77278 members 
Mstep: Class 19 contains 133978 members 
Mstep: Class 20 contains 106400 members 
Mstep: Class 21 contains 142865 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 377 members 
Entering Unmasked Estep 
Score: -161317376.000000 Penalty: 87239.546875
Splitting cluster 1 changes total score from -161318496.000000 to -161317376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (54927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Entering Unmasked Estep 
Score: -6779956.500000 Penalty: 2706.612549
	Iteration 0F: 2 clusters Score -6779956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -6743119.500000 Penalty: 5413.225098
	Iteration 0F: 3 clusters Score -6743120 nChanged 25350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -6757226.000000 Penalty: 5413.225098
	Iteration 1F: 3 clusters Score -6757226 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -6757817.000000 Penalty: 5413.225098
	Iteration 2Q: 3 clusters Score -6757817 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -6758487.500000 Penalty: 5413.225098
	Iteration 3Q: 3 clusters Score -6758488 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -6759330.000000 Penalty: 5413.225098
	Iteration 4Q: 3 clusters Score -6759330 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -6760493.000000 Penalty: 5413.225098
	Iteration 5Q: 3 clusters Score -6760493 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -6762144.500000 Penalty: 5413.225098
	Iteration 6F: 3 clusters Score -6762144 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -6764445.000000 Penalty: 5413.225098
	Iteration 7F: 3 clusters Score -6764445 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -6767271.500000 Penalty: 5413.225098
	Iteration 8F: 3 clusters Score -6767272 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -6770407.000000 Penalty: 5413.225098
	Iteration 9F: 3 clusters Score -6770407 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -6773333.500000 Penalty: 5413.225098
	Iteration 10F: 3 clusters Score -6773334 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -6775331.000000 Penalty: 5413.225098
	Iteration 11Q: 3 clusters Score -6775331 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -6776415.500000 Penalty: 5413.225098
	Iteration 12Q: 3 clusters Score -6776416 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -6776956.000000 Penalty: 5413.225098
	Iteration 13Q: 3 clusters Score -6776956 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -6777242.500000 Penalty: 5413.225098
	Iteration 14Q: 3 clusters Score -6777242 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -6777403.500000 Penalty: 5413.225098
	Iteration 15Q: 3 clusters Score -6777404 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -6777462.000000 Penalty: 5413.225098
	Iteration 16Q: 3 clusters Score -6777462 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -6777527.000000 Penalty: 5413.225098
	Iteration 17Q: 3 clusters Score -6777527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -6777540.500000 Penalty: 5413.225098
	Iteration 18Q: 3 clusters Score -6777540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -6777558.000000 Penalty: 5413.225098
	Iteration 19Q: 3 clusters Score -6777558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -6777566.500000 Penalty: 5413.225098
	Iteration 20F: 3 clusters Score -6777566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -6777570.000000 Penalty: 5413.225098
	Iteration 21Q: 3 clusters Score -6777570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -6777575.000000 Penalty: 5413.225098
	Iteration 22Q: 3 clusters Score -6777575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -6777577.500000 Penalty: 5413.225098
	Iteration 23Q: 3 clusters Score -6777578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -6777590.000000 Penalty: 5413.225098
	Iteration 24Q: 3 clusters Score -6777590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -6777585.000000 Penalty: 5413.225098
	Iteration 25Q: 3 clusters Score -6777585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -6777586.000000 Penalty: 5413.225098
	Iteration 26Q: 3 clusters Score -6777586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -6777588.000000 Penalty: 5413.225098
	Iteration 27Q: 3 clusters Score -6777588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -6777593.500000 Penalty: 5413.225098
	Iteration 28Q: 3 clusters Score -6777594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -6777593.000000 Penalty: 5413.225098
	Iteration 29Q: 3 clusters Score -6777593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -6777595.500000 Penalty: 5413.225098
	Iteration 30Q: 3 clusters Score -6777596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -6777603.000000 Penalty: 5413.225098
	Iteration 31Q: 3 clusters Score -6777603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -6777600.000000 Penalty: 5413.225098
	Iteration 32Q: 3 clusters Score -6777600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -6777602.000000 Penalty: 5413.225098
	Iteration 33Q: 3 clusters Score -6777602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -6777604.000000 Penalty: 5413.225098
	Iteration 34Q: 3 clusters Score -6777604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -6777606.500000 Penalty: 5413.225098
	Iteration 35Q: 3 clusters Score -6777606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -6777606.500000 Penalty: 5413.225098
	Iteration 36F: 3 clusters Score -6777606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -128251.937500 Penalty: 1742.333496
	Iteration 0F: 2 clusters Score -128251.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -126338.539062 Penalty: 3484.666992
	Iteration 0F: 3 clusters Score -126338.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -126740.945312 Penalty: 3484.666992
	Iteration 1F: 3 clusters Score -126740.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -126871.765625 Penalty: 3484.666992
	Iteration 2F: 3 clusters Score -126871.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -126958.273438 Penalty: 3484.666992
	Iteration 3Q: 3 clusters Score -126958.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -127090.398438 Penalty: 3484.666992
	Iteration 4Q: 3 clusters Score -127090.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -127183.765625 Penalty: 3484.666992
	Iteration 5Q: 3 clusters Score -127183.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -127276.460938 Penalty: 3484.666992
	Iteration 6Q: 3 clusters Score -127276.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -127370.984375 Penalty: 3484.666992
	Iteration 7Q: 3 clusters Score -127371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -127425.648438 Penalty: 3484.666992
	Iteration 8Q: 3 clusters Score -127425.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -127478.875000 Penalty: 3484.666992
	Iteration 9Q: 3 clusters Score -127478.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -127520.773438 Penalty: 3484.666992
	Iteration 10Q: 3 clusters Score -127520.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -127548.820312 Penalty: 3484.666992
	Iteration 11Q: 3 clusters Score -127548.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -127586.015625 Penalty: 3484.666992
	Iteration 12Q: 3 clusters Score -127586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -127610.531250 Penalty: 3484.666992
	Iteration 13Q: 3 clusters Score -127610.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -127625.765625 Penalty: 3484.666992
	Iteration 14Q: 3 clusters Score -127625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -127627.820312 Penalty: 3484.666992
	Iteration 15Q: 3 clusters Score -127627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -127629.437500 Penalty: 3484.666992
	Iteration 16Q: 3 clusters Score -127629.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -127629.437500 Penalty: 3484.666992
	Iteration 17F: 3 clusters Score -127629.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Entering Unmasked Estep 
Score: -4497445.500000 Penalty: 2595.437012
	Iteration 0F: 2 clusters Score -4497446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -4473621.500000 Penalty: 5190.874023
	Iteration 0F: 3 clusters Score -4473622 nChanged 15988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -4482252.000000 Penalty: 5190.874023
	Iteration 1F: 3 clusters Score -4482252 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -4482702.000000 Penalty: 5190.874023
	Iteration 2Q: 3 clusters Score -4482702 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -4483100.500000 Penalty: 5190.874023
	Iteration 3Q: 3 clusters Score -4483100 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -4483440.000000 Penalty: 5190.874023
	Iteration 4Q: 3 clusters Score -4483440 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -4483830.500000 Penalty: 5190.874023
	Iteration 5Q: 3 clusters Score -4483830 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -4484281.000000 Penalty: 5190.874023
	Iteration 6Q: 3 clusters Score -4484281 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -4484891.500000 Penalty: 5190.874023
	Iteration 7Q: 3 clusters Score -4484892 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -4485787.500000 Penalty: 5190.874023
	Iteration 8Q: 3 clusters Score -4485788 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -4486920.000000 Penalty: 5190.874023
	Iteration 9F: 3 clusters Score -4486920 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -4488518.000000 Penalty: 5190.874023
	Iteration 10F: 3 clusters Score -4488518 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -4490268.500000 Penalty: 5190.874023
	Iteration 11F: 3 clusters Score -4490268 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -4491855.000000 Penalty: 5190.874023
	Iteration 12F: 3 clusters Score -4491855 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -4493064.000000 Penalty: 5190.874023
	Iteration 13Q: 3 clusters Score -4493064 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4493891.500000 Penalty: 5190.874023
	Iteration 14Q: 3 clusters Score -4493892 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4494378.500000 Penalty: 5190.874023
	Iteration 15Q: 3 clusters Score -4494378 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4494627.000000 Penalty: 5190.874023
	Iteration 16Q: 3 clusters Score -4494627 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4494805.500000 Penalty: 5190.874023
	Iteration 17Q: 3 clusters Score -4494806 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4494945.500000 Penalty: 5190.874023
	Iteration 18Q: 3 clusters Score -4494946 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4495020.000000 Penalty: 5190.874023
	Iteration 19Q: 3 clusters Score -4495020 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4495101.000000 Penalty: 5190.874023
	Iteration 20F: 3 clusters Score -4495101 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4495153.000000 Penalty: 5190.874023
	Iteration 21Q: 3 clusters Score -4495153 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4495189.000000 Penalty: 5190.874023
	Iteration 22Q: 3 clusters Score -4495189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4495211.500000 Penalty: 5190.874023
	Iteration 23Q: 3 clusters Score -4495212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4495233.500000 Penalty: 5190.874023
	Iteration 24Q: 3 clusters Score -4495234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4495256.500000 Penalty: 5190.874023
	Iteration 25Q: 3 clusters Score -4495256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4495260.500000 Penalty: 5190.874023
	Iteration 26Q: 3 clusters Score -4495260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4495265.500000 Penalty: 5190.874023
	Iteration 27Q: 3 clusters Score -4495266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4495265.000000 Penalty: 5190.874023
	Iteration 28Q: 3 clusters Score -4495265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4495272.500000 Penalty: 5190.874023
	Iteration 29Q: 3 clusters Score -4495272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4495276.000000 Penalty: 5190.874023
	Iteration 30Q: 3 clusters Score -4495276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4495281.000000 Penalty: 5190.874023
	Iteration 31Q: 3 clusters Score -4495281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4495286.500000 Penalty: 5190.874023
	Iteration 32Q: 3 clusters Score -4495286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4495284.000000 Penalty: 5190.874023
	Iteration 33Q: 3 clusters Score -4495284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4495286.500000 Penalty: 5190.874023
	Iteration 34Q: 3 clusters Score -4495286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4495287.000000 Penalty: 5190.874023
	Iteration 35Q: 3 clusters Score -4495287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4495287.500000 Penalty: 5190.874023
	Iteration 36Q: 3 clusters Score -4495288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4495290.000000 Penalty: 5190.874023
	Iteration 37Q: 3 clusters Score -4495290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4495293.000000 Penalty: 5190.874023
	Iteration 38Q: 3 clusters Score -4495293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4495293.000000 Penalty: 5190.874023
	Iteration 39Q: 3 clusters Score -4495293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4495291.500000 Penalty: 5190.874023
	Iteration 40F: 3 clusters Score -4495292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4495289.500000 Penalty: 5190.874023
	Iteration 41Q: 3 clusters Score -4495290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4495291.000000 Penalty: 5190.874023
	Iteration 42Q: 3 clusters Score -4495291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4495296.000000 Penalty: 5190.874023
	Iteration 43Q: 3 clusters Score -4495296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4495290.000000 Penalty: 5190.874023
	Iteration 44Q: 3 clusters Score -4495290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4495295.500000 Penalty: 5190.874023
	Iteration 45Q: 3 clusters Score -4495296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4495292.000000 Penalty: 5190.874023
	Iteration 46Q: 3 clusters Score -4495292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4495299.500000 Penalty: 5190.874023
	Iteration 47Q: 3 clusters Score -4495300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4495302.000000 Penalty: 5190.874023
	Iteration 48Q: 3 clusters Score -4495302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4495300.000000 Penalty: 5190.874023
	Iteration 49Q: 3 clusters Score -4495300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4495300.500000 Penalty: 5190.874023
	Iteration 50Q: 3 clusters Score -4495300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4495301.500000 Penalty: 5190.874023
	Iteration 51Q: 3 clusters Score -4495302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4495301.500000 Penalty: 5190.874023
	Iteration 52Q: 3 clusters Score -4495302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4495295.500000 Penalty: 5190.874023
	Iteration 53Q: 3 clusters Score -4495296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4495295.500000 Penalty: 5190.874023
	Iteration 54F: 3 clusters Score -4495296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Entering Unmasked Estep 
Score: -1668341.000000 Penalty: 2352.941895
	Iteration 0F: 2 clusters Score -1668341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1658591.625000 Penalty: 4705.883789
	Iteration 0F: 3 clusters Score -1658592 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1661518.625000 Penalty: 4705.883789
	Iteration 1F: 3 clusters Score -1661519 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1661811.500000 Penalty: 4705.883789
	Iteration 2F: 3 clusters Score -1661812 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1662071.750000 Penalty: 4705.883789
	Iteration 3Q: 3 clusters Score -1662072 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1662327.375000 Penalty: 4705.883789
	Iteration 4Q: 3 clusters Score -1662327 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1662591.500000 Penalty: 4705.883789
	Iteration 5Q: 3 clusters Score -1662592 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1662854.125000 Penalty: 4705.883789
	Iteration 6Q: 3 clusters Score -1662854 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1663175.875000 Penalty: 4705.883789
	Iteration 7Q: 3 clusters Score -1663176 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1663488.250000 Penalty: 4705.883789
	Iteration 8Q: 3 clusters Score -1663488 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1663853.375000 Penalty: 4705.883789
	Iteration 9Q: 3 clusters Score -1663853 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1664248.875000 Penalty: 4705.883789
	Iteration 10Q: 3 clusters Score -1664249 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1664684.750000 Penalty: 4705.883789
	Iteration 11Q: 3 clusters Score -1664685 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1665058.000000 Penalty: 4705.883789
	Iteration 12Q: 3 clusters Score -1665058 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1665363.375000 Penalty: 4705.883789
	Iteration 13Q: 3 clusters Score -1665363 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1665623.625000 Penalty: 4705.883789
	Iteration 14Q: 3 clusters Score -1665624 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1665784.375000 Penalty: 4705.883789
	Iteration 15Q: 3 clusters Score -1665784 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1665885.875000 Penalty: 4705.883789
	Iteration 16Q: 3 clusters Score -1665886 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1665959.250000 Penalty: 4705.883789
	Iteration 17Q: 3 clusters Score -1665959 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1666023.375000 Penalty: 4705.883789
	Iteration 18Q: 3 clusters Score -1666023 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1666062.000000 Penalty: 4705.883789
	Iteration 19Q: 3 clusters Score -1666062 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1666099.625000 Penalty: 4705.883789
	Iteration 20F: 3 clusters Score -1666100 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1666137.625000 Penalty: 4705.883789
	Iteration 21Q: 3 clusters Score -1666138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1666165.625000 Penalty: 4705.883789
	Iteration 22Q: 3 clusters Score -1666166 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1666199.375000 Penalty: 4705.883789
	Iteration 23Q: 3 clusters Score -1666199 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1666225.500000 Penalty: 4705.883789
	Iteration 24Q: 3 clusters Score -1666226 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1666260.625000 Penalty: 4705.883789
	Iteration 25Q: 3 clusters Score -1666261 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1666295.875000 Penalty: 4705.883789
	Iteration 26Q: 3 clusters Score -1666296 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1666337.750000 Penalty: 4705.883789
	Iteration 27Q: 3 clusters Score -1666338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1666372.375000 Penalty: 4705.883789
	Iteration 28Q: 3 clusters Score -1666372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1666388.000000 Penalty: 4705.883789
	Iteration 29Q: 3 clusters Score -1666388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1666415.375000 Penalty: 4705.883789
	Iteration 30Q: 3 clusters Score -1666415 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1666435.125000 Penalty: 4705.883789
	Iteration 31Q: 3 clusters Score -1666435 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1666447.500000 Penalty: 4705.883789
	Iteration 32Q: 3 clusters Score -1666448 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1666469.250000 Penalty: 4705.883789
	Iteration 33Q: 3 clusters Score -1666469 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1666482.625000 Penalty: 4705.883789
	Iteration 34Q: 3 clusters Score -1666483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1666486.875000 Penalty: 4705.883789
	Iteration 35Q: 3 clusters Score -1666487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1666492.000000 Penalty: 4705.883789
	Iteration 36Q: 3 clusters Score -1666492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1666498.875000 Penalty: 4705.883789
	Iteration 37Q: 3 clusters Score -1666499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1666500.125000 Penalty: 4705.883789
	Iteration 38Q: 3 clusters Score -1666500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1666503.500000 Penalty: 4705.883789
	Iteration 39Q: 3 clusters Score -1666504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1666507.000000 Penalty: 4705.883789
	Iteration 40F: 3 clusters Score -1666507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1666510.000000 Penalty: 4705.883789
	Iteration 41Q: 3 clusters Score -1666510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1666515.750000 Penalty: 4705.883789
	Iteration 42Q: 3 clusters Score -1666516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1666517.625000 Penalty: 4705.883789
	Iteration 43Q: 3 clusters Score -1666518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1666523.125000 Penalty: 4705.883789
	Iteration 44Q: 3 clusters Score -1666523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1666527.250000 Penalty: 4705.883789
	Iteration 45Q: 3 clusters Score -1666527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1666536.375000 Penalty: 4705.883789
	Iteration 46Q: 3 clusters Score -1666536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1666545.625000 Penalty: 4705.883789
	Iteration 47Q: 3 clusters Score -1666546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1666545.000000 Penalty: 4705.883789
	Iteration 48Q: 3 clusters Score -1666545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1666549.875000 Penalty: 4705.883789
	Iteration 49Q: 3 clusters Score -1666550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1666556.375000 Penalty: 4705.883789
	Iteration 50Q: 3 clusters Score -1666556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1666562.750000 Penalty: 4705.883789
	Iteration 51Q: 3 clusters Score -1666563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1666573.000000 Penalty: 4705.883789
	Iteration 52Q: 3 clusters Score -1666573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1666579.625000 Penalty: 4705.883789
	Iteration 53Q: 3 clusters Score -1666580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1666588.250000 Penalty: 4705.883789
	Iteration 54Q: 3 clusters Score -1666588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1666591.750000 Penalty: 4705.883789
	Iteration 55Q: 3 clusters Score -1666592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1666595.500000 Penalty: 4705.883789
	Iteration 56Q: 3 clusters Score -1666596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1666600.750000 Penalty: 4705.883789
	Iteration 57Q: 3 clusters Score -1666601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1666599.500000 Penalty: 4705.883789
	Iteration 58Q: 3 clusters Score -1666600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1666604.000000 Penalty: 4705.883789
	Iteration 59Q: 3 clusters Score -1666604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1666604.000000 Penalty: 4705.883789
	Iteration 60F: 3 clusters Score -1666604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1666607.750000 Penalty: 4705.883789
	Iteration 61Q: 3 clusters Score -1666608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1666606.750000 Penalty: 4705.883789
	Iteration 62Q: 3 clusters Score -1666607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1666606.750000 Penalty: 4705.883789
	Iteration 63F: 3 clusters Score -1666607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -44969.910156 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -44969.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43484.488281 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -43484.49 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43743.242188 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -43743.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43882.664062 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -43882.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43970.886719 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -43970.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44049.339844 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -44049.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44075.671875 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -44075.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44123.691406 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -44123.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44171.496094 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -44171.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44206.332031 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -44206.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44244.152344 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -44244.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44285.375000 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -44285.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44331.375000 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -44331.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44383.785156 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -44383.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44414.273438 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -44414.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44418.964844 Penalty: 3022.410645
	Iteration 14Q: 3 clusters Score -44418.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44418.964844 Penalty: 3022.410645
	Iteration 15F: 3 clusters Score -44418.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (144382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144382 members 
Entering Unmasked Estep 
Score: -18346508.000000 Penalty: 2946.293945
	Iteration 0F: 2 clusters Score -1.834651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -18250020.000000 Penalty: 5892.587891
	Iteration 0F: 3 clusters Score -1.825002e+07 nChanged 68923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 71166 members 
Entering Unmasked Estep 
Score: -18289998.000000 Penalty: 5892.587891
	Iteration 1F: 3 clusters Score -1.829e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 70636 members 
Entering Unmasked Estep 
Score: -18291116.000000 Penalty: 5892.587891
	Iteration 2Q: 3 clusters Score -1.829112e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74494 members 
Mstep: Class 2 contains 69888 members 
Entering Unmasked Estep 
Score: -18292766.000000 Penalty: 5892.587891
	Iteration 3Q: 3 clusters Score -1.829277e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75595 members 
Mstep: Class 2 contains 68787 members 
Entering Unmasked Estep 
Score: -18295314.000000 Penalty: 5892.587891
	Iteration 4Q: 3 clusters Score -1.829531e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77387 members 
Mstep: Class 2 contains 66995 members 
Entering Unmasked Estep 
Score: -18299140.000000 Penalty: 5892.587891
	Iteration 5Q: 3 clusters Score -1.829914e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 64308 members 
Entering Unmasked Estep 
Score: -18305034.000000 Penalty: 5892.587891
	Iteration 6F: 3 clusters Score -1.830503e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83456 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -18313052.000000 Penalty: 5892.587891
	Iteration 7F: 3 clusters Score -1.831305e+07 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86782 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -18320912.000000 Penalty: 5892.587891
	Iteration 8F: 3 clusters Score -1.832091e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89503 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -18325224.000000 Penalty: 5892.587891
	Iteration 9F: 3 clusters Score -1.832522e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91962 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -18327228.000000 Penalty: 5892.587891
	Iteration 10Q: 3 clusters Score -1.832723e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94322 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -18328712.000000 Penalty: 5892.587891
	Iteration 11Q: 3 clusters Score -1.832871e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96824 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -18330220.000000 Penalty: 5892.587891
	Iteration 12Q: 3 clusters Score -1.833022e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99252 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -18331676.000000 Penalty: 5892.587891
	Iteration 13Q: 3 clusters Score -1.833168e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101716 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -18333310.000000 Penalty: 5892.587891
	Iteration 14Q: 3 clusters Score -1.833331e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104121 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -18334872.000000 Penalty: 5892.587891
	Iteration 15Q: 3 clusters Score -1.833487e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106436 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -18336420.000000 Penalty: 5892.587891
	Iteration 16Q: 3 clusters Score -1.833642e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108578 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -18337626.000000 Penalty: 5892.587891
	Iteration 17Q: 3 clusters Score -1.833763e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110505 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -18338770.000000 Penalty: 5892.587891
	Iteration 18Q: 3 clusters Score -1.833877e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112215 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -18339562.000000 Penalty: 5892.587891
	Iteration 19Q: 3 clusters Score -1.833956e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113826 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -18340242.000000 Penalty: 5892.587891
	Iteration 20F: 3 clusters Score -1.834024e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115374 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -18340778.000000 Penalty: 5892.587891
	Iteration 21Q: 3 clusters Score -1.834078e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116786 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -18341150.000000 Penalty: 5892.587891
	Iteration 22Q: 3 clusters Score -1.834115e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118110 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -18341606.000000 Penalty: 5892.587891
	Iteration 23Q: 3 clusters Score -1.834161e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119356 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -18341930.000000 Penalty: 5892.587891
	Iteration 24Q: 3 clusters Score -1.834193e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120493 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -18342242.000000 Penalty: 5892.587891
	Iteration 25Q: 3 clusters Score -1.834224e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121540 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -18342518.000000 Penalty: 5892.587891
	Iteration 26Q: 3 clusters Score -1.834252e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122547 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -18342878.000000 Penalty: 5892.587891
	Iteration 27Q: 3 clusters Score -1.834288e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123502 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -18343036.000000 Penalty: 5892.587891
	Iteration 28Q: 3 clusters Score -1.834304e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124425 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -18343282.000000 Penalty: 5892.587891
	Iteration 29Q: 3 clusters Score -1.834328e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125289 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -18343438.000000 Penalty: 5892.587891
	Iteration 30Q: 3 clusters Score -1.834344e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126042 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -18343530.000000 Penalty: 5892.587891
	Iteration 31Q: 3 clusters Score -1.834353e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126759 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -18343540.000000 Penalty: 5892.587891
	Iteration 32Q: 3 clusters Score -1.834354e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127420 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -18343740.000000 Penalty: 5892.587891
	Iteration 33Q: 3 clusters Score -1.834374e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128091 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -18343850.000000 Penalty: 5892.587891
	Iteration 34Q: 3 clusters Score -1.834385e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128784 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -18343980.000000 Penalty: 5892.587891
	Iteration 35Q: 3 clusters Score -1.834398e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129418 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -18344186.000000 Penalty: 5892.587891
	Iteration 36Q: 3 clusters Score -1.834419e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130032 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -18344300.000000 Penalty: 5892.587891
	Iteration 37Q: 3 clusters Score -1.83443e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130571 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -18344344.000000 Penalty: 5892.587891
	Iteration 38Q: 3 clusters Score -1.834434e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131086 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -18344458.000000 Penalty: 5892.587891
	Iteration 39Q: 3 clusters Score -1.834446e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131609 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -18344540.000000 Penalty: 5892.587891
	Iteration 40F: 3 clusters Score -1.834454e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132112 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -18344632.000000 Penalty: 5892.587891
	Iteration 41Q: 3 clusters Score -1.834463e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132609 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -18344772.000000 Penalty: 5892.587891
	Iteration 42Q: 3 clusters Score -1.834477e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133126 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -18344872.000000 Penalty: 5892.587891
	Iteration 43Q: 3 clusters Score -1.834487e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133608 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -18344996.000000 Penalty: 5892.587891
	Iteration 44Q: 3 clusters Score -1.8345e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134053 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -18345038.000000 Penalty: 5892.587891
	Iteration 45Q: 3 clusters Score -1.834504e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134456 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -18345104.000000 Penalty: 5892.587891
	Iteration 46Q: 3 clusters Score -1.83451e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134810 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -18345180.000000 Penalty: 5892.587891
	Iteration 47Q: 3 clusters Score -1.834518e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135140 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -18345236.000000 Penalty: 5892.587891
	Iteration 48Q: 3 clusters Score -1.834524e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135429 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -18345268.000000 Penalty: 5892.587891
	Iteration 49Q: 3 clusters Score -1.834527e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135700 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -18345344.000000 Penalty: 5892.587891
	Iteration 50Q: 3 clusters Score -1.834534e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135956 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -18345384.000000 Penalty: 5892.587891
	Iteration 51Q: 3 clusters Score -1.834538e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136185 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -18345370.000000 Penalty: 5892.587891
	Iteration 52Q: 3 clusters Score -1.834537e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136420 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -18345402.000000 Penalty: 5892.587891
	Iteration 53Q: 3 clusters Score -1.83454e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136631 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -18345442.000000 Penalty: 5892.587891
	Iteration 54Q: 3 clusters Score -1.834544e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136805 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -18345404.000000 Penalty: 5892.587891
	Iteration 55Q: 3 clusters Score -1.83454e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136964 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -18345390.000000 Penalty: 5892.587891
	Iteration 56Q: 3 clusters Score -1.834539e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137117 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -18345396.000000 Penalty: 5892.587891
	Iteration 57Q: 3 clusters Score -1.83454e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137250 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -18345408.000000 Penalty: 5892.587891
	Iteration 58Q: 3 clusters Score -1.834541e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137377 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -18345432.000000 Penalty: 5892.587891
	Iteration 59Q: 3 clusters Score -1.834543e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137507 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -18345502.000000 Penalty: 5892.587891
	Iteration 60F: 3 clusters Score -1.83455e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137617 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -18345502.000000 Penalty: 5892.587891
	Iteration 61Q: 3 clusters Score -1.83455e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137720 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -18345504.000000 Penalty: 5892.587891
	Iteration 62Q: 3 clusters Score -1.83455e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137824 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -18345520.000000 Penalty: 5892.587891
	Iteration 63Q: 3 clusters Score -1.834552e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137920 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -18345554.000000 Penalty: 5892.587891
	Iteration 64Q: 3 clusters Score -1.834555e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138013 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -18345548.000000 Penalty: 5892.587891
	Iteration 65Q: 3 clusters Score -1.834555e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138119 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -18345572.000000 Penalty: 5892.587891
	Iteration 66Q: 3 clusters Score -1.834557e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138225 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -18345606.000000 Penalty: 5892.587891
	Iteration 67Q: 3 clusters Score -1.834561e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138311 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -18345582.000000 Penalty: 5892.587891
	Iteration 68Q: 3 clusters Score -1.834558e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138386 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -18345582.000000 Penalty: 5892.587891
	Iteration 69Q: 3 clusters Score -1.834558e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138459 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -18345566.000000 Penalty: 5892.587891
	Iteration 70Q: 3 clusters Score -1.834557e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138531 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -18345556.000000 Penalty: 5892.587891
	Iteration 71Q: 3 clusters Score -1.834556e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138608 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -18345614.000000 Penalty: 5892.587891
	Iteration 72Q: 3 clusters Score -1.834561e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138673 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -18345600.000000 Penalty: 5892.587891
	Iteration 73Q: 3 clusters Score -1.83456e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138738 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -18345612.000000 Penalty: 5892.587891
	Iteration 74Q: 3 clusters Score -1.834561e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138796 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -18345588.000000 Penalty: 5892.587891
	Iteration 75Q: 3 clusters Score -1.834559e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138842 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -18345608.000000 Penalty: 5892.587891
	Iteration 76Q: 3 clusters Score -1.834561e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138897 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -18345616.000000 Penalty: 5892.587891
	Iteration 77Q: 3 clusters Score -1.834562e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138944 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -18345604.000000 Penalty: 5892.587891
	Iteration 78Q: 3 clusters Score -1.83456e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138980 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -18345624.000000 Penalty: 5892.587891
	Iteration 79Q: 3 clusters Score -1.834562e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139014 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -18345632.000000 Penalty: 5892.587891
	Iteration 80F: 3 clusters Score -1.834563e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139040 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -18345640.000000 Penalty: 5892.587891
	Iteration 81Q: 3 clusters Score -1.834564e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139064 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -18345640.000000 Penalty: 5892.587891
	Iteration 82Q: 3 clusters Score -1.834564e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139090 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -18345618.000000 Penalty: 5892.587891
	Iteration 83Q: 3 clusters Score -1.834562e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139117 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -18345630.000000 Penalty: 5892.587891
	Iteration 84Q: 3 clusters Score -1.834563e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139141 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -18345642.000000 Penalty: 5892.587891
	Iteration 85Q: 3 clusters Score -1.834564e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139160 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -18345624.000000 Penalty: 5892.587891
	Iteration 86Q: 3 clusters Score -1.834562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139176 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -18345616.000000 Penalty: 5892.587891
	Iteration 87Q: 3 clusters Score -1.834562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139189 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -18345616.000000 Penalty: 5892.587891
	Iteration 88Q: 3 clusters Score -1.834562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139200 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -18345610.000000 Penalty: 5892.587891
	Iteration 89Q: 3 clusters Score -1.834561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139213 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -18345626.000000 Penalty: 5892.587891
	Iteration 90Q: 3 clusters Score -1.834563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139232 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -18345608.000000 Penalty: 5892.587891
	Iteration 91Q: 3 clusters Score -1.834561e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139254 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -18345628.000000 Penalty: 5892.587891
	Iteration 92Q: 3 clusters Score -1.834563e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139274 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -18345614.000000 Penalty: 5892.587891
	Iteration 93Q: 3 clusters Score -1.834561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139290 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -18345612.000000 Penalty: 5892.587891
	Iteration 94Q: 3 clusters Score -1.834561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139301 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -18345604.000000 Penalty: 5892.587891
	Iteration 95Q: 3 clusters Score -1.83456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139313 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -18345590.000000 Penalty: 5892.587891
	Iteration 96Q: 3 clusters Score -1.834559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139326 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -18345596.000000 Penalty: 5892.587891
	Iteration 97Q: 3 clusters Score -1.83456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139338 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -18345596.000000 Penalty: 5892.587891
	Iteration 98Q: 3 clusters Score -1.83456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139348 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -18345604.000000 Penalty: 5892.587891
	Iteration 99Q: 3 clusters Score -1.83456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139359 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -18345588.000000 Penalty: 5892.587891
	Iteration 100F: 3 clusters Score -1.834559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139371 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -18345598.000000 Penalty: 5892.587891
	Iteration 101Q: 3 clusters Score -1.83456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139373 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -18345604.000000 Penalty: 5892.587891
	Iteration 102Q: 3 clusters Score -1.83456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139375 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -18345602.000000 Penalty: 5892.587891
	Iteration 103Q: 3 clusters Score -1.83456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139376 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -18345600.000000 Penalty: 5892.587891
	Iteration 104Q: 3 clusters Score -1.83456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139376 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -18345600.000000 Penalty: 5892.587891
	Iteration 105F: 3 clusters Score -1.83456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (138465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138465 members 
Entering Unmasked Estep 
Score: -17840008.000000 Penalty: 2935.916504
	Iteration 0F: 2 clusters Score -1.784001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69299 members 
Mstep: Class 2 contains 69166 members 
Entering Unmasked Estep 
Score: -17750160.000000 Penalty: 5871.833008
	Iteration 0F: 3 clusters Score -1.775016e+07 nChanged 66374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -17788166.000000 Penalty: 5871.833008
	Iteration 1F: 3 clusters Score -1.778817e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68620 members 
Mstep: Class 2 contains 69845 members 
Entering Unmasked Estep 
Score: -17789052.000000 Penalty: 5871.833008
	Iteration 2Q: 3 clusters Score -1.778905e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Mstep: Class 2 contains 70533 members 
Entering Unmasked Estep 
Score: -17789986.000000 Penalty: 5871.833008
	Iteration 3Q: 3 clusters Score -1.778999e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66889 members 
Mstep: Class 2 contains 71576 members 
Entering Unmasked Estep 
Score: -17791246.000000 Penalty: 5871.833008
	Iteration 4Q: 3 clusters Score -1.779125e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 73137 members 
Entering Unmasked Estep 
Score: -17792888.000000 Penalty: 5871.833008
	Iteration 5Q: 3 clusters Score -1.779289e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63215 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -17795300.000000 Penalty: 5871.833008
	Iteration 6Q: 3 clusters Score -1.77953e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -17798884.000000 Penalty: 5871.833008
	Iteration 7F: 3 clusters Score -1.779888e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 82203 members 
Entering Unmasked Estep 
Score: -17803948.000000 Penalty: 5871.833008
	Iteration 8F: 3 clusters Score -1.780395e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 86925 members 
Entering Unmasked Estep 
Score: -17810014.000000 Penalty: 5871.833008
	Iteration 9F: 3 clusters Score -1.781001e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -17816884.000000 Penalty: 5871.833008
	Iteration 10F: 3 clusters Score -1.781688e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 95652 members 
Entering Unmasked Estep 
Score: -17822566.000000 Penalty: 5871.833008
	Iteration 11F: 3 clusters Score -1.782257e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 98599 members 
Entering Unmasked Estep 
Score: -17825650.000000 Penalty: 5871.833008
	Iteration 12Q: 3 clusters Score -1.782565e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 101091 members 
Entering Unmasked Estep 
Score: -17827156.000000 Penalty: 5871.833008
	Iteration 13Q: 3 clusters Score -1.782716e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 103453 members 
Entering Unmasked Estep 
Score: -17828218.000000 Penalty: 5871.833008
	Iteration 14Q: 3 clusters Score -1.782822e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 105654 members 
Entering Unmasked Estep 
Score: -17828938.000000 Penalty: 5871.833008
	Iteration 15Q: 3 clusters Score -1.782894e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 107789 members 
Entering Unmasked Estep 
Score: -17829602.000000 Penalty: 5871.833008
	Iteration 16Q: 3 clusters Score -1.78296e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 109814 members 
Entering Unmasked Estep 
Score: -17830234.000000 Penalty: 5871.833008
	Iteration 17Q: 3 clusters Score -1.783023e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 111777 members 
Entering Unmasked Estep 
Score: -17830850.000000 Penalty: 5871.833008
	Iteration 18Q: 3 clusters Score -1.783085e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 113665 members 
Entering Unmasked Estep 
Score: -17831430.000000 Penalty: 5871.833008
	Iteration 19Q: 3 clusters Score -1.783143e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 115492 members 
Entering Unmasked Estep 
Score: -17831834.000000 Penalty: 5871.833008
	Iteration 20F: 3 clusters Score -1.783183e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 117270 members 
Entering Unmasked Estep 
Score: -17832370.000000 Penalty: 5871.833008
	Iteration 21Q: 3 clusters Score -1.783237e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 118986 members 
Entering Unmasked Estep 
Score: -17832726.000000 Penalty: 5871.833008
	Iteration 22Q: 3 clusters Score -1.783273e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 120585 members 
Entering Unmasked Estep 
Score: -17833168.000000 Penalty: 5871.833008
	Iteration 23Q: 3 clusters Score -1.783317e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 122205 members 
Entering Unmasked Estep 
Score: -17833634.000000 Penalty: 5871.833008
	Iteration 24Q: 3 clusters Score -1.783363e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 123746 members 
Entering Unmasked Estep 
Score: -17834018.000000 Penalty: 5871.833008
	Iteration 25Q: 3 clusters Score -1.783402e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 125220 members 
Entering Unmasked Estep 
Score: -17834426.000000 Penalty: 5871.833008
	Iteration 26Q: 3 clusters Score -1.783443e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 126569 members 
Entering Unmasked Estep 
Score: -17834732.000000 Penalty: 5871.833008
	Iteration 27Q: 3 clusters Score -1.783473e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 127805 members 
Entering Unmasked Estep 
Score: -17835076.000000 Penalty: 5871.833008
	Iteration 28Q: 3 clusters Score -1.783508e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 129006 members 
Entering Unmasked Estep 
Score: -17835392.000000 Penalty: 5871.833008
	Iteration 29Q: 3 clusters Score -1.783539e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 130117 members 
Entering Unmasked Estep 
Score: -17835702.000000 Penalty: 5871.833008
	Iteration 30Q: 3 clusters Score -1.78357e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 131167 members 
Entering Unmasked Estep 
Score: -17836062.000000 Penalty: 5871.833008
	Iteration 31Q: 3 clusters Score -1.783606e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 132035 members 
Entering Unmasked Estep 
Score: -17836266.000000 Penalty: 5871.833008
	Iteration 32Q: 3 clusters Score -1.783627e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 132807 members 
Entering Unmasked Estep 
Score: -17836384.000000 Penalty: 5871.833008
	Iteration 33Q: 3 clusters Score -1.783638e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 133457 members 
Entering Unmasked Estep 
Score: -17836638.000000 Penalty: 5871.833008
	Iteration 34Q: 3 clusters Score -1.783664e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 134056 members 
Entering Unmasked Estep 
Score: -17836922.000000 Penalty: 5871.833008
	Iteration 35Q: 3 clusters Score -1.783692e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 134555 members 
Entering Unmasked Estep 
Score: -17837060.000000 Penalty: 5871.833008
	Iteration 36Q: 3 clusters Score -1.783706e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 134985 members 
Entering Unmasked Estep 
Score: -17837198.000000 Penalty: 5871.833008
	Iteration 37Q: 3 clusters Score -1.78372e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 135344 members 
Entering Unmasked Estep 
Score: -17837276.000000 Penalty: 5871.833008
	Iteration 38Q: 3 clusters Score -1.783728e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 135640 members 
Entering Unmasked Estep 
Score: -17837388.000000 Penalty: 5871.833008
	Iteration 39Q: 3 clusters Score -1.783739e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 135887 members 
Entering Unmasked Estep 
Score: -17837484.000000 Penalty: 5871.833008
	Iteration 40F: 3 clusters Score -1.783748e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 136098 members 
Entering Unmasked Estep 
Score: -17837560.000000 Penalty: 5871.833008
	Iteration 41Q: 3 clusters Score -1.783756e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 136257 members 
Entering Unmasked Estep 
Score: -17837594.000000 Penalty: 5871.833008
	Iteration 42Q: 3 clusters Score -1.783759e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 136394 members 
Entering Unmasked Estep 
Score: -17837610.000000 Penalty: 5871.833008
	Iteration 43Q: 3 clusters Score -1.783761e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 136509 members 
Entering Unmasked Estep 
Score: -17837610.000000 Penalty: 5871.833008
	Iteration 44Q: 3 clusters Score -1.783761e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 136612 members 
Entering Unmasked Estep 
Score: -17837648.000000 Penalty: 5871.833008
	Iteration 45Q: 3 clusters Score -1.783765e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 136692 members 
Entering Unmasked Estep 
Score: -17837658.000000 Penalty: 5871.833008
	Iteration 46Q: 3 clusters Score -1.783766e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 136770 members 
Entering Unmasked Estep 
Score: -17837696.000000 Penalty: 5871.833008
	Iteration 47Q: 3 clusters Score -1.78377e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 136851 members 
Entering Unmasked Estep 
Score: -17837716.000000 Penalty: 5871.833008
	Iteration 48Q: 3 clusters Score -1.783772e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 136914 members 
Entering Unmasked Estep 
Score: -17837714.000000 Penalty: 5871.833008
	Iteration 49Q: 3 clusters Score -1.783771e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 136967 members 
Entering Unmasked Estep 
Score: -17837754.000000 Penalty: 5871.833008
	Iteration 50Q: 3 clusters Score -1.783775e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 137013 members 
Entering Unmasked Estep 
Score: -17837774.000000 Penalty: 5871.833008
	Iteration 51Q: 3 clusters Score -1.783777e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 137049 members 
Entering Unmasked Estep 
Score: -17837760.000000 Penalty: 5871.833008
	Iteration 52Q: 3 clusters Score -1.783776e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 137083 members 
Entering Unmasked Estep 
Score: -17837768.000000 Penalty: 5871.833008
	Iteration 53Q: 3 clusters Score -1.783777e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 137119 members 
Entering Unmasked Estep 
Score: -17837788.000000 Penalty: 5871.833008
	Iteration 54Q: 3 clusters Score -1.783779e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 137138 members 
Entering Unmasked Estep 
Score: -17837818.000000 Penalty: 5871.833008
	Iteration 55Q: 3 clusters Score -1.783782e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 137154 members 
Entering Unmasked Estep 
Score: -17837816.000000 Penalty: 5871.833008
	Iteration 56Q: 3 clusters Score -1.783782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 137168 members 
Entering Unmasked Estep 
Score: -17837814.000000 Penalty: 5871.833008
	Iteration 57Q: 3 clusters Score -1.783781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 137178 members 
Entering Unmasked Estep 
Score: -17837822.000000 Penalty: 5871.833008
	Iteration 58Q: 3 clusters Score -1.783782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 137184 members 
Entering Unmasked Estep 
Score: -17837826.000000 Penalty: 5871.833008
	Iteration 59Q: 3 clusters Score -1.783783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 137190 members 
Entering Unmasked Estep 
Score: -17837832.000000 Penalty: 5871.833008
	Iteration 60F: 3 clusters Score -1.783783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 137193 members 
Entering Unmasked Estep 
Score: -17837842.000000 Penalty: 5871.833008
	Iteration 61Q: 3 clusters Score -1.783784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 137202 members 
Entering Unmasked Estep 
Score: -17837838.000000 Penalty: 5871.833008
	Iteration 62Q: 3 clusters Score -1.783784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 137210 members 
Entering Unmasked Estep 
Score: -17837824.000000 Penalty: 5871.833008
	Iteration 63Q: 3 clusters Score -1.783782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 137213 members 
Entering Unmasked Estep 
Score: -17837834.000000 Penalty: 5871.833008
	Iteration 64Q: 3 clusters Score -1.783783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 137221 members 
Entering Unmasked Estep 
Score: -17837820.000000 Penalty: 5871.833008
	Iteration 65Q: 3 clusters Score -1.783782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 137229 members 
Entering Unmasked Estep 
Score: -17837822.000000 Penalty: 5871.833008
	Iteration 66Q: 3 clusters Score -1.783782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 137237 members 
Entering Unmasked Estep 
Score: -17837826.000000 Penalty: 5871.833008
	Iteration 67Q: 3 clusters Score -1.783783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 137244 members 
Entering Unmasked Estep 
Score: -17837822.000000 Penalty: 5871.833008
	Iteration 68Q: 3 clusters Score -1.783782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 137246 members 
Entering Unmasked Estep 
Score: -17837818.000000 Penalty: 5871.833008
	Iteration 69Q: 3 clusters Score -1.783782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 137247 members 
Entering Unmasked Estep 
Score: -17837824.000000 Penalty: 5871.833008
	Iteration 70Q: 3 clusters Score -1.783782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 137252 members 
Entering Unmasked Estep 
Score: -17837832.000000 Penalty: 5871.833008
	Iteration 71Q: 3 clusters Score -1.783783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 137259 members 
Entering Unmasked Estep 
Score: -17837828.000000 Penalty: 5871.833008
	Iteration 72Q: 3 clusters Score -1.783783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 137264 members 
Entering Unmasked Estep 
Score: -17837822.000000 Penalty: 5871.833008
	Iteration 73Q: 3 clusters Score -1.783782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 137269 members 
Entering Unmasked Estep 
Score: -17837834.000000 Penalty: 5871.833008
	Iteration 74Q: 3 clusters Score -1.783783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 137271 members 
Entering Unmasked Estep 
Score: -17837840.000000 Penalty: 5871.833008
	Iteration 75Q: 3 clusters Score -1.783784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 137274 members 
Entering Unmasked Estep 
Score: -17837838.000000 Penalty: 5871.833008
	Iteration 76Q: 3 clusters Score -1.783784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 137275 members 
Entering Unmasked Estep 
Score: -17837838.000000 Penalty: 5871.833008
	Iteration 77Q: 3 clusters Score -1.783784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 137277 members 
Entering Unmasked Estep 
Score: -17837840.000000 Penalty: 5871.833008
	Iteration 78Q: 3 clusters Score -1.783784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 137277 members 
Entering Unmasked Estep 
Score: -17837840.000000 Penalty: 5871.833008
	Iteration 79F: 3 clusters Score -1.783784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -62686.789062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -62686.79 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 335 members 
Entering Unmasked Estep 
Score: -61030.261719 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -61030.26 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -61415.167969 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -61415.17 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61725.906250 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -61725.91 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -62181.562500 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -62181.56 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -62604.804688 Penalty: 3216.379150
	Iteration 4F: 3 clusters Score -62604.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -62833.304688 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -62833.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -63223.062500 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -63223.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -63414.601562 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -63414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -63437.988281 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -63437.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -63447.656250 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -63447.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -63480.437500 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -63480.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -63536.019531 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -63536.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -63565.265625 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -63565.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -63586.332031 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -63586.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -63594.816406 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -63594.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -63596.890625 Penalty: 3216.379150
	Iteration 15Q: 3 clusters Score -63596.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -63596.890625 Penalty: 3216.379150
	Iteration 16F: 3 clusters Score -63596.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54927 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 35083 members 
Mstep: Class 5 contains 13196 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 144382 members 
Mstep: Class 8 contains 138465 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 89311 members 
Mstep: Class 11 contains 9254 members 
Mstep: Class 12 contains 124956 members 
Mstep: Class 13 contains 4862 members 
Mstep: Class 14 contains 160134 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 12880 members 
Mstep: Class 17 contains 34780 members 
Mstep: Class 18 contains 77278 members 
Mstep: Class 19 contains 133978 members 
Mstep: Class 20 contains 106400 members 
Mstep: Class 21 contains 142865 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 424 members 
Entering Unmasked Estep 
Score: -161317872.000000 Penalty: 87239.546875
Splitting cluster 9 changes total score from -161318496.000000 to -161317872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (89311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89311 members 
Entering Unmasked Estep 
Score: -11442009.000000 Penalty: 2827.170166
	Iteration 0F: 2 clusters Score -1.144201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -11382781.000000 Penalty: 5654.340332
	Iteration 0F: 3 clusters Score -1.138278e+07 nChanged 42248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -11406639.000000 Penalty: 5654.340332
	Iteration 1F: 3 clusters Score -1.140664e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -11407608.000000 Penalty: 5654.340332
	Iteration 2Q: 3 clusters Score -1.140761e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -11408781.000000 Penalty: 5654.340332
	Iteration 3Q: 3 clusters Score -1.140878e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -11410541.000000 Penalty: 5654.340332
	Iteration 4Q: 3 clusters Score -1.141054e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -11412897.000000 Penalty: 5654.340332
	Iteration 5Q: 3 clusters Score -1.14129e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -11416684.000000 Penalty: 5654.340332
	Iteration 6F: 3 clusters Score -1.141668e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -11421833.000000 Penalty: 5654.340332
	Iteration 7F: 3 clusters Score -1.142183e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -11427104.000000 Penalty: 5654.340332
	Iteration 8F: 3 clusters Score -1.14271e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -11430432.000000 Penalty: 5654.340332
	Iteration 9F: 3 clusters Score -1.143043e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -11431817.000000 Penalty: 5654.340332
	Iteration 10Q: 3 clusters Score -1.143182e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -11432381.000000 Penalty: 5654.340332
	Iteration 11Q: 3 clusters Score -1.143238e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -11432682.000000 Penalty: 5654.340332
	Iteration 12Q: 3 clusters Score -1.143268e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -11432951.000000 Penalty: 5654.340332
	Iteration 13Q: 3 clusters Score -1.143295e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -11433153.000000 Penalty: 5654.340332
	Iteration 14Q: 3 clusters Score -1.143315e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -11433361.000000 Penalty: 5654.340332
	Iteration 15Q: 3 clusters Score -1.143336e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -11433460.000000 Penalty: 5654.340332
	Iteration 16Q: 3 clusters Score -1.143346e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -11433545.000000 Penalty: 5654.340332
	Iteration 17Q: 3 clusters Score -1.143354e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -11433637.000000 Penalty: 5654.340332
	Iteration 18Q: 3 clusters Score -1.143364e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -11433730.000000 Penalty: 5654.340332
	Iteration 19Q: 3 clusters Score -1.143373e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -11433755.000000 Penalty: 5654.340332
	Iteration 20F: 3 clusters Score -1.143376e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -11433883.000000 Penalty: 5654.340332
	Iteration 21Q: 3 clusters Score -1.143388e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -11433918.000000 Penalty: 5654.340332
	Iteration 22Q: 3 clusters Score -1.143392e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -11433956.000000 Penalty: 5654.340332
	Iteration 23Q: 3 clusters Score -1.143396e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -11434006.000000 Penalty: 5654.340332
	Iteration 24Q: 3 clusters Score -1.143401e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -11434039.000000 Penalty: 5654.340332
	Iteration 25Q: 3 clusters Score -1.143404e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -11434055.000000 Penalty: 5654.340332
	Iteration 26Q: 3 clusters Score -1.143406e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -11434048.000000 Penalty: 5654.340332
	Iteration 27Q: 3 clusters Score -1.143405e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -11434106.000000 Penalty: 5654.340332
	Iteration 28Q: 3 clusters Score -1.143411e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -11434110.000000 Penalty: 5654.340332
	Iteration 29Q: 3 clusters Score -1.143411e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -11434137.000000 Penalty: 5654.340332
	Iteration 30Q: 3 clusters Score -1.143414e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -11434141.000000 Penalty: 5654.340332
	Iteration 31Q: 3 clusters Score -1.143414e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -11434147.000000 Penalty: 5654.340332
	Iteration 32Q: 3 clusters Score -1.143415e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -11434157.000000 Penalty: 5654.340332
	Iteration 33Q: 3 clusters Score -1.143416e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -11434139.000000 Penalty: 5654.340332
	Iteration 34Q: 3 clusters Score -1.143414e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -11434161.000000 Penalty: 5654.340332
	Iteration 35Q: 3 clusters Score -1.143416e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -11434146.000000 Penalty: 5654.340332
	Iteration 36Q: 3 clusters Score -1.143415e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -11434179.000000 Penalty: 5654.340332
	Iteration 37Q: 3 clusters Score -1.143418e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -11434159.000000 Penalty: 5654.340332
	Iteration 38Q: 3 clusters Score -1.143416e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -11434137.000000 Penalty: 5654.340332
	Iteration 39Q: 3 clusters Score -1.143414e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -11434166.000000 Penalty: 5654.340332
	Iteration 40F: 3 clusters Score -1.143417e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -11434147.000000 Penalty: 5654.340332
	Iteration 41Q: 3 clusters Score -1.143415e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -11434123.000000 Penalty: 5654.340332
	Iteration 42Q: 3 clusters Score -1.143412e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -11434149.000000 Penalty: 5654.340332
	Iteration 43Q: 3 clusters Score -1.143415e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -11434174.000000 Penalty: 5654.340332
	Iteration 44Q: 3 clusters Score -1.143417e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -11434178.000000 Penalty: 5654.340332
	Iteration 45Q: 3 clusters Score -1.143418e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -11434195.000000 Penalty: 5654.340332
	Iteration 46Q: 3 clusters Score -1.14342e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -11434189.000000 Penalty: 5654.340332
	Iteration 47Q: 3 clusters Score -1.143419e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -11434205.000000 Penalty: 5654.340332
	Iteration 48Q: 3 clusters Score -1.14342e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -11434181.000000 Penalty: 5654.340332
	Iteration 49Q: 3 clusters Score -1.143418e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -11434176.000000 Penalty: 5654.340332
	Iteration 50Q: 3 clusters Score -1.143418e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -11434197.000000 Penalty: 5654.340332
	Iteration 51Q: 3 clusters Score -1.14342e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -11434203.000000 Penalty: 5654.340332
	Iteration 52Q: 3 clusters Score -1.14342e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -11434200.000000 Penalty: 5654.340332
	Iteration 53Q: 3 clusters Score -1.14342e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -11434202.000000 Penalty: 5654.340332
	Iteration 54Q: 3 clusters Score -1.14342e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -11434215.000000 Penalty: 5654.340332
	Iteration 55Q: 3 clusters Score -1.143422e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -11434203.000000 Penalty: 5654.340332
	Iteration 56Q: 3 clusters Score -1.14342e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -11434234.000000 Penalty: 5654.340332
	Iteration 57Q: 3 clusters Score -1.143423e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -11434253.000000 Penalty: 5654.340332
	Iteration 58Q: 3 clusters Score -1.143425e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -11434256.000000 Penalty: 5654.340332
	Iteration 59Q: 3 clusters Score -1.143426e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -11434226.000000 Penalty: 5654.340332
	Iteration 60F: 3 clusters Score -1.143423e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -11434272.000000 Penalty: 5654.340332
	Iteration 61Q: 3 clusters Score -1.143427e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -11434260.000000 Penalty: 5654.340332
	Iteration 62Q: 3 clusters Score -1.143426e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -11434284.000000 Penalty: 5654.340332
	Iteration 63Q: 3 clusters Score -1.143428e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -11434329.000000 Penalty: 5654.340332
	Iteration 64Q: 3 clusters Score -1.143433e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -11434325.000000 Penalty: 5654.340332
	Iteration 65Q: 3 clusters Score -1.143432e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -11434362.000000 Penalty: 5654.340332
	Iteration 66Q: 3 clusters Score -1.143436e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -11434326.000000 Penalty: 5654.340332
	Iteration 67Q: 3 clusters Score -1.143433e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -11434288.000000 Penalty: 5654.340332
	Iteration 68Q: 3 clusters Score -1.143429e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -11434312.000000 Penalty: 5654.340332
	Iteration 69Q: 3 clusters Score -1.143431e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -11434307.000000 Penalty: 5654.340332
	Iteration 70Q: 3 clusters Score -1.143431e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -11434301.000000 Penalty: 5654.340332
	Iteration 71Q: 3 clusters Score -1.14343e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -11434328.000000 Penalty: 5654.340332
	Iteration 72Q: 3 clusters Score -1.143433e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -11434346.000000 Penalty: 5654.340332
	Iteration 73Q: 3 clusters Score -1.143435e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -11434340.000000 Penalty: 5654.340332
	Iteration 74Q: 3 clusters Score -1.143434e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -11434377.000000 Penalty: 5654.340332
	Iteration 75Q: 3 clusters Score -1.143438e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -11434446.000000 Penalty: 5654.340332
	Iteration 76Q: 3 clusters Score -1.143445e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -11434471.000000 Penalty: 5654.340332
	Iteration 77Q: 3 clusters Score -1.143447e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -11434511.000000 Penalty: 5654.340332
	Iteration 78Q: 3 clusters Score -1.143451e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -11434527.000000 Penalty: 5654.340332
	Iteration 79Q: 3 clusters Score -1.143453e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -11434533.000000 Penalty: 5654.340332
	Iteration 80F: 3 clusters Score -1.143453e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -11434575.000000 Penalty: 5654.340332
	Iteration 81Q: 3 clusters Score -1.143458e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -11434596.000000 Penalty: 5654.340332
	Iteration 82Q: 3 clusters Score -1.14346e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -11434640.000000 Penalty: 5654.340332
	Iteration 83Q: 3 clusters Score -1.143464e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -11434689.000000 Penalty: 5654.340332
	Iteration 84Q: 3 clusters Score -1.143469e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -11434752.000000 Penalty: 5654.340332
	Iteration 85Q: 3 clusters Score -1.143475e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -11434880.000000 Penalty: 5654.340332
	Iteration 86Q: 3 clusters Score -1.143488e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -11434932.000000 Penalty: 5654.340332
	Iteration 87Q: 3 clusters Score -1.143493e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -11434978.000000 Penalty: 5654.340332
	Iteration 88Q: 3 clusters Score -1.143498e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -11435083.000000 Penalty: 5654.340332
	Iteration 89Q: 3 clusters Score -1.143508e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
Score: -11435179.000000 Penalty: 5654.340332
	Iteration 90Q: 3 clusters Score -1.143518e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -11435283.000000 Penalty: 5654.340332
	Iteration 91Q: 3 clusters Score -1.143528e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -11435438.000000 Penalty: 5654.340332
	Iteration 92Q: 3 clusters Score -1.143544e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -11435655.000000 Penalty: 5654.340332
	Iteration 93Q: 3 clusters Score -1.143566e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -11436011.000000 Penalty: 5654.340332
	Iteration 94Q: 3 clusters Score -1.143601e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -11436494.000000 Penalty: 5654.340332
	Iteration 95Q: 3 clusters Score -1.143649e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -11436999.000000 Penalty: 5654.340332
	Iteration 96Q: 3 clusters Score -1.1437e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 61488 members 
Entering Unmasked Estep 
Score: -11437796.000000 Penalty: 5654.340332
	Iteration 97Q: 3 clusters Score -1.14378e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -11438680.000000 Penalty: 5654.340332
	Iteration 98Q: 3 clusters Score -1.143868e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -11439411.000000 Penalty: 5654.340332
	Iteration 99Q: 3 clusters Score -1.143941e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -11439749.000000 Penalty: 5654.340332
	Iteration 100F: 3 clusters Score -1.143975e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -11439948.000000 Penalty: 5654.340332
	Iteration 101Q: 3 clusters Score -1.143995e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 65595 members 
Entering Unmasked Estep 
Score: -11440038.000000 Penalty: 5654.340332
	Iteration 102Q: 3 clusters Score -1.144004e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -11440073.000000 Penalty: 5654.340332
	Iteration 103Q: 3 clusters Score -1.144007e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 66391 members 
Entering Unmasked Estep 
Score: -11440132.000000 Penalty: 5654.340332
	Iteration 104Q: 3 clusters Score -1.144013e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -11440175.000000 Penalty: 5654.340332
	Iteration 105Q: 3 clusters Score -1.144018e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
Score: -11440213.000000 Penalty: 5654.340332
	Iteration 106Q: 3 clusters Score -1.144021e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 67242 members 
Entering Unmasked Estep 
Score: -11440239.000000 Penalty: 5654.340332
	Iteration 107Q: 3 clusters Score -1.144024e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 67482 members 
Entering Unmasked Estep 
Score: -11440260.000000 Penalty: 5654.340332
	Iteration 108Q: 3 clusters Score -1.144026e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
Score: -11440307.000000 Penalty: 5654.340332
	Iteration 109Q: 3 clusters Score -1.144031e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 67877 members 
Entering Unmasked Estep 
Score: -11440318.000000 Penalty: 5654.340332
	Iteration 110Q: 3 clusters Score -1.144032e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 68040 members 
Entering Unmasked Estep 
Score: -11440342.000000 Penalty: 5654.340332
	Iteration 111Q: 3 clusters Score -1.144034e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -11440339.000000 Penalty: 5654.340332
	Iteration 112Q: 3 clusters Score -1.144034e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 68306 members 
Entering Unmasked Estep 
Score: -11440379.000000 Penalty: 5654.340332
	Iteration 113Q: 3 clusters Score -1.144038e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 68439 members 
Entering Unmasked Estep 
Score: -11440391.000000 Penalty: 5654.340332
	Iteration 114Q: 3 clusters Score -1.144039e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 68570 members 
Entering Unmasked Estep 
Score: -11440385.000000 Penalty: 5654.340332
	Iteration 115Q: 3 clusters Score -1.144038e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -11440388.000000 Penalty: 5654.340332
	Iteration 116Q: 3 clusters Score -1.144039e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -11440391.000000 Penalty: 5654.340332
	Iteration 117Q: 3 clusters Score -1.144039e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 68926 members 
Entering Unmasked Estep 
Score: -11440415.000000 Penalty: 5654.340332
	Iteration 118Q: 3 clusters Score -1.144042e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -11440423.000000 Penalty: 5654.340332
	Iteration 119Q: 3 clusters Score -1.144042e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -11440415.000000 Penalty: 5654.340332
	Iteration 120F: 3 clusters Score -1.144042e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -11440411.000000 Penalty: 5654.340332
	Iteration 121Q: 3 clusters Score -1.144041e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -11440406.000000 Penalty: 5654.340332
	Iteration 122Q: 3 clusters Score -1.144041e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -11440411.000000 Penalty: 5654.340332
	Iteration 123Q: 3 clusters Score -1.144041e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 69301 members 
Entering Unmasked Estep 
Score: -11440396.000000 Penalty: 5654.340332
	Iteration 124Q: 3 clusters Score -1.14404e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -11440401.000000 Penalty: 5654.340332
	Iteration 125Q: 3 clusters Score -1.14404e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -11440414.000000 Penalty: 5654.340332
	Iteration 126Q: 3 clusters Score -1.144041e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
Score: -11440395.000000 Penalty: 5654.340332
	Iteration 127Q: 3 clusters Score -1.14404e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -11440400.000000 Penalty: 5654.340332
	Iteration 128Q: 3 clusters Score -1.14404e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 69483 members 
Entering Unmasked Estep 
Score: -11440414.000000 Penalty: 5654.340332
	Iteration 129Q: 3 clusters Score -1.144041e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 69520 members 
Entering Unmasked Estep 
Score: -11440414.000000 Penalty: 5654.340332
	Iteration 130Q: 3 clusters Score -1.144041e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
Score: -11440435.000000 Penalty: 5654.340332
	Iteration 131Q: 3 clusters Score -1.144044e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 69571 members 
Entering Unmasked Estep 
Score: -11440432.000000 Penalty: 5654.340332
	Iteration 132Q: 3 clusters Score -1.144043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 69590 members 
Entering Unmasked Estep 
Score: -11440443.000000 Penalty: 5654.340332
	Iteration 133Q: 3 clusters Score -1.144044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 69607 members 
Entering Unmasked Estep 
Score: -11440439.000000 Penalty: 5654.340332
	Iteration 134Q: 3 clusters Score -1.144044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 69629 members 
Entering Unmasked Estep 
Score: -11440441.000000 Penalty: 5654.340332
	Iteration 135Q: 3 clusters Score -1.144044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 69653 members 
Entering Unmasked Estep 
Score: -11440441.000000 Penalty: 5654.340332
	Iteration 136Q: 3 clusters Score -1.144044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 69675 members 
Entering Unmasked Estep 
Score: -11440433.000000 Penalty: 5654.340332
	Iteration 137Q: 3 clusters Score -1.144043e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 69696 members 
Entering Unmasked Estep 
Score: -11440432.000000 Penalty: 5654.340332
	Iteration 138Q: 3 clusters Score -1.144043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -11440436.000000 Penalty: 5654.340332
	Iteration 139Q: 3 clusters Score -1.144044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
Score: -11440425.000000 Penalty: 5654.340332
	Iteration 140F: 3 clusters Score -1.144042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -11440426.000000 Penalty: 5654.340332
	Iteration 141Q: 3 clusters Score -1.144043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -11440438.000000 Penalty: 5654.340332
	Iteration 142Q: 3 clusters Score -1.144044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -11440435.000000 Penalty: 5654.340332
	Iteration 143Q: 3 clusters Score -1.144044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -11440442.000000 Penalty: 5654.340332
	Iteration 144Q: 3 clusters Score -1.144044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -11440439.000000 Penalty: 5654.340332
	Iteration 145Q: 3 clusters Score -1.144044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 69780 members 
Entering Unmasked Estep 
Score: -11440440.000000 Penalty: 5654.340332
	Iteration 146Q: 3 clusters Score -1.144044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -11440435.000000 Penalty: 5654.340332
	Iteration 147Q: 3 clusters Score -1.144044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
Score: -11440429.000000 Penalty: 5654.340332
	Iteration 148Q: 3 clusters Score -1.144043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -11440429.000000 Penalty: 5654.340332
	Iteration 149Q: 3 clusters Score -1.144043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -11440427.000000 Penalty: 5654.340332
	Iteration 150Q: 3 clusters Score -1.144043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 69796 members 
Entering Unmasked Estep 
Score: -11440429.000000 Penalty: 5654.340332
	Iteration 151Q: 3 clusters Score -1.144043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -11440428.000000 Penalty: 5654.340332
	Iteration 152Q: 3 clusters Score -1.144043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -11440429.000000 Penalty: 5654.340332
	Iteration 153Q: 3 clusters Score -1.144043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
Score: -11440430.000000 Penalty: 5654.340332
	Iteration 154Q: 3 clusters Score -1.144043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -11440432.000000 Penalty: 5654.340332
	Iteration 155Q: 3 clusters Score -1.144043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 69808 members 
Entering Unmasked Estep 
Score: -11440432.000000 Penalty: 5654.340332
	Iteration 156Q: 3 clusters Score -1.144043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 69810 members 
Entering Unmasked Estep 
Score: -11440435.000000 Penalty: 5654.340332
	Iteration 157Q: 3 clusters Score -1.144044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 69813 members 
Entering Unmasked Estep 
Score: -11440438.000000 Penalty: 5654.340332
	Iteration 158Q: 3 clusters Score -1.144044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -11440446.000000 Penalty: 5654.340332
	Iteration 159Q: 3 clusters Score -1.144045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -11440442.000000 Penalty: 5654.340332
	Iteration 160F: 3 clusters Score -1.144044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -11440435.000000 Penalty: 5654.340332
	Iteration 161Q: 3 clusters Score -1.144044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -11440438.000000 Penalty: 5654.340332
	Iteration 162Q: 3 clusters Score -1.144044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -11440428.000000 Penalty: 5654.340332
	Iteration 163Q: 3 clusters Score -1.144043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -11440428.000000 Penalty: 5654.340332
	Iteration 164F: 3 clusters Score -1.144043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Entering Unmasked Estep 
Score: -1121671.500000 Penalty: 2264.937256
	Iteration 0F: 2 clusters Score -1121672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1114577.875000 Penalty: 4529.874512
	Iteration 0F: 3 clusters Score -1114578 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1116888.125000 Penalty: 4529.874512
	Iteration 1F: 3 clusters Score -1116888 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1117574.500000 Penalty: 4529.874512
	Iteration 2F: 3 clusters Score -1117574 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1118299.750000 Penalty: 4529.874512
	Iteration 3F: 3 clusters Score -1118300 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1118993.625000 Penalty: 4529.874512
	Iteration 4F: 3 clusters Score -1118994 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1119594.250000 Penalty: 4529.874512
	Iteration 5F: 3 clusters Score -1119594 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1120078.125000 Penalty: 4529.874512
	Iteration 6F: 3 clusters Score -1120078 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1120361.750000 Penalty: 4529.874512
	Iteration 7Q: 3 clusters Score -1120362 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1120545.750000 Penalty: 4529.874512
	Iteration 8Q: 3 clusters Score -1120546 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1120673.500000 Penalty: 4529.874512
	Iteration 9Q: 3 clusters Score -1120674 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1120764.250000 Penalty: 4529.874512
	Iteration 10Q: 3 clusters Score -1120764 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1120832.250000 Penalty: 4529.874512
	Iteration 11Q: 3 clusters Score -1120832 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1120880.875000 Penalty: 4529.874512
	Iteration 12Q: 3 clusters Score -1120881 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1120915.500000 Penalty: 4529.874512
	Iteration 13Q: 3 clusters Score -1120916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1120937.875000 Penalty: 4529.874512
	Iteration 14Q: 3 clusters Score -1120938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1120953.500000 Penalty: 4529.874512
	Iteration 15Q: 3 clusters Score -1120954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1120970.625000 Penalty: 4529.874512
	Iteration 16Q: 3 clusters Score -1120971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1120975.375000 Penalty: 4529.874512
	Iteration 17Q: 3 clusters Score -1120975 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1120987.750000 Penalty: 4529.874512
	Iteration 18Q: 3 clusters Score -1120988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1120994.125000 Penalty: 4529.874512
	Iteration 19Q: 3 clusters Score -1120994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1121004.000000 Penalty: 4529.874512
	Iteration 20F: 3 clusters Score -1121004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1121011.625000 Penalty: 4529.874512
	Iteration 21Q: 3 clusters Score -1121012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1121018.250000 Penalty: 4529.874512
	Iteration 22Q: 3 clusters Score -1121018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1121022.000000 Penalty: 4529.874512
	Iteration 23Q: 3 clusters Score -1121022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1121028.250000 Penalty: 4529.874512
	Iteration 24Q: 3 clusters Score -1121028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1121030.125000 Penalty: 4529.874512
	Iteration 25Q: 3 clusters Score -1121030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1121031.125000 Penalty: 4529.874512
	Iteration 26Q: 3 clusters Score -1121031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1121030.875000 Penalty: 4529.874512
	Iteration 27Q: 3 clusters Score -1121031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1121034.500000 Penalty: 4529.874512
	Iteration 28Q: 3 clusters Score -1121034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1121033.500000 Penalty: 4529.874512
	Iteration 29Q: 3 clusters Score -1121034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1121036.875000 Penalty: 4529.874512
	Iteration 30Q: 3 clusters Score -1121037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1121043.125000 Penalty: 4529.874512
	Iteration 31Q: 3 clusters Score -1121043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1121046.750000 Penalty: 4529.874512
	Iteration 32Q: 3 clusters Score -1121047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1121052.250000 Penalty: 4529.874512
	Iteration 33Q: 3 clusters Score -1121052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1121053.500000 Penalty: 4529.874512
	Iteration 34Q: 3 clusters Score -1121054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1121056.375000 Penalty: 4529.874512
	Iteration 35Q: 3 clusters Score -1121056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1121062.125000 Penalty: 4529.874512
	Iteration 36Q: 3 clusters Score -1121062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1121063.125000 Penalty: 4529.874512
	Iteration 37Q: 3 clusters Score -1121063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1121068.250000 Penalty: 4529.874512
	Iteration 38Q: 3 clusters Score -1121068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1121070.000000 Penalty: 4529.874512
	Iteration 39Q: 3 clusters Score -1121070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1121071.125000 Penalty: 4529.874512
	Iteration 40F: 3 clusters Score -1121071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1121073.375000 Penalty: 4529.874512
	Iteration 41Q: 3 clusters Score -1121073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1121072.875000 Penalty: 4529.874512
	Iteration 42Q: 3 clusters Score -1121073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1121073.000000 Penalty: 4529.874512
	Iteration 43Q: 3 clusters Score -1121073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1121073.875000 Penalty: 4529.874512
	Iteration 44Q: 3 clusters Score -1121074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1121074.625000 Penalty: 4529.874512
	Iteration 45Q: 3 clusters Score -1121075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1121075.875000 Penalty: 4529.874512
	Iteration 46Q: 3 clusters Score -1121076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1121076.375000 Penalty: 4529.874512
	Iteration 47Q: 3 clusters Score -1121076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1121075.875000 Penalty: 4529.874512
	Iteration 48Q: 3 clusters Score -1121076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1121075.875000 Penalty: 4529.874512
	Iteration 49F: 3 clusters Score -1121076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (124956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124956 members 
Entering Unmasked Estep 
Score: -15994816.000000 Penalty: 2910.457764
	Iteration 0F: 2 clusters Score -1.599482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -15912874.000000 Penalty: 5820.915527
	Iteration 0F: 3 clusters Score -1.591287e+07 nChanged 59454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -15946741.000000 Penalty: 5820.915527
	Iteration 1F: 3 clusters Score -1.594674e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -15947721.000000 Penalty: 5820.915527
	Iteration 2Q: 3 clusters Score -1.594772e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
Score: -15949071.000000 Penalty: 5820.915527
	Iteration 3Q: 3 clusters Score -1.594907e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -15951135.000000 Penalty: 5820.915527
	Iteration 4Q: 3 clusters Score -1.595114e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -15954128.000000 Penalty: 5820.915527
	Iteration 5Q: 3 clusters Score -1.595413e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -15957868.000000 Penalty: 5820.915527
	Iteration 6Q: 3 clusters Score -1.595787e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77706 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -15962657.000000 Penalty: 5820.915527
	Iteration 7F: 3 clusters Score -1.596266e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80698 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -15967964.000000 Penalty: 5820.915527
	Iteration 8F: 3 clusters Score -1.596796e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82964 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -15973029.000000 Penalty: 5820.915527
	Iteration 9F: 3 clusters Score -1.597303e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -15976910.000000 Penalty: 5820.915527
	Iteration 10F: 3 clusters Score -1.597691e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -15979444.000000 Penalty: 5820.915527
	Iteration 11Q: 3 clusters Score -1.597944e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86066 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -15980863.000000 Penalty: 5820.915527
	Iteration 12Q: 3 clusters Score -1.598086e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -15981484.000000 Penalty: 5820.915527
	Iteration 13Q: 3 clusters Score -1.598148e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87518 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -15981868.000000 Penalty: 5820.915527
	Iteration 14Q: 3 clusters Score -1.598187e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -15982239.000000 Penalty: 5820.915527
	Iteration 15Q: 3 clusters Score -1.598224e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -15982591.000000 Penalty: 5820.915527
	Iteration 16Q: 3 clusters Score -1.598259e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89848 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -15982877.000000 Penalty: 5820.915527
	Iteration 17Q: 3 clusters Score -1.598288e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -15983095.000000 Penalty: 5820.915527
	Iteration 18Q: 3 clusters Score -1.59831e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91574 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -15983268.000000 Penalty: 5820.915527
	Iteration 19Q: 3 clusters Score -1.598327e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92484 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -15983547.000000 Penalty: 5820.915527
	Iteration 20F: 3 clusters Score -1.598355e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93454 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -15983870.000000 Penalty: 5820.915527
	Iteration 21Q: 3 clusters Score -1.598387e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94500 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -15984129.000000 Penalty: 5820.915527
	Iteration 22Q: 3 clusters Score -1.598413e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95510 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -15984401.000000 Penalty: 5820.915527
	Iteration 23Q: 3 clusters Score -1.59844e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96537 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -15984548.000000 Penalty: 5820.915527
	Iteration 24Q: 3 clusters Score -1.598455e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -15984746.000000 Penalty: 5820.915527
	Iteration 25Q: 3 clusters Score -1.598475e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98536 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -15984996.000000 Penalty: 5820.915527
	Iteration 26Q: 3 clusters Score -1.5985e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99582 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -15985271.000000 Penalty: 5820.915527
	Iteration 27Q: 3 clusters Score -1.598527e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100543 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -15985421.000000 Penalty: 5820.915527
	Iteration 28Q: 3 clusters Score -1.598542e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101518 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -15985557.000000 Penalty: 5820.915527
	Iteration 29Q: 3 clusters Score -1.598556e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102487 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -15985804.000000 Penalty: 5820.915527
	Iteration 30Q: 3 clusters Score -1.59858e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103452 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -15986012.000000 Penalty: 5820.915527
	Iteration 31Q: 3 clusters Score -1.598601e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104420 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -15986291.000000 Penalty: 5820.915527
	Iteration 32Q: 3 clusters Score -1.598629e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105436 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -15986554.000000 Penalty: 5820.915527
	Iteration 33Q: 3 clusters Score -1.598655e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106451 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -15986812.000000 Penalty: 5820.915527
	Iteration 34Q: 3 clusters Score -1.598681e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107509 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -15987079.000000 Penalty: 5820.915527
	Iteration 35Q: 3 clusters Score -1.598708e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108550 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -15987324.000000 Penalty: 5820.915527
	Iteration 36Q: 3 clusters Score -1.598732e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109551 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -15987558.000000 Penalty: 5820.915527
	Iteration 37Q: 3 clusters Score -1.598756e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110531 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -15987808.000000 Penalty: 5820.915527
	Iteration 38Q: 3 clusters Score -1.598781e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111523 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -15988143.000000 Penalty: 5820.915527
	Iteration 39Q: 3 clusters Score -1.598814e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112504 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -15988571.000000 Penalty: 5820.915527
	Iteration 40F: 3 clusters Score -1.598857e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113402 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -15988824.000000 Penalty: 5820.915527
	Iteration 41Q: 3 clusters Score -1.598882e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114257 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -15989025.000000 Penalty: 5820.915527
	Iteration 42Q: 3 clusters Score -1.598902e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115062 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -15989293.000000 Penalty: 5820.915527
	Iteration 43Q: 3 clusters Score -1.598929e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115826 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -15989504.000000 Penalty: 5820.915527
	Iteration 44Q: 3 clusters Score -1.59895e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116533 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -15989727.000000 Penalty: 5820.915527
	Iteration 45Q: 3 clusters Score -1.598973e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117201 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -15989888.000000 Penalty: 5820.915527
	Iteration 46Q: 3 clusters Score -1.598989e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117835 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -15990126.000000 Penalty: 5820.915527
	Iteration 47Q: 3 clusters Score -1.599013e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118453 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -15990321.000000 Penalty: 5820.915527
	Iteration 48Q: 3 clusters Score -1.599032e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118997 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -15990512.000000 Penalty: 5820.915527
	Iteration 49Q: 3 clusters Score -1.599051e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119475 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -15990690.000000 Penalty: 5820.915527
	Iteration 50Q: 3 clusters Score -1.599069e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119910 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -15990860.000000 Penalty: 5820.915527
	Iteration 51Q: 3 clusters Score -1.599086e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120312 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -15991016.000000 Penalty: 5820.915527
	Iteration 52Q: 3 clusters Score -1.599102e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120664 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -15991164.000000 Penalty: 5820.915527
	Iteration 53Q: 3 clusters Score -1.599116e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120957 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -15991268.000000 Penalty: 5820.915527
	Iteration 54Q: 3 clusters Score -1.599127e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121228 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -15991383.000000 Penalty: 5820.915527
	Iteration 55Q: 3 clusters Score -1.599138e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121472 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -15991467.000000 Penalty: 5820.915527
	Iteration 56Q: 3 clusters Score -1.599147e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121671 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -15991537.000000 Penalty: 5820.915527
	Iteration 57Q: 3 clusters Score -1.599154e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121852 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -15991604.000000 Penalty: 5820.915527
	Iteration 58Q: 3 clusters Score -1.59916e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122033 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -15991666.000000 Penalty: 5820.915527
	Iteration 59Q: 3 clusters Score -1.599167e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122176 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -15991719.000000 Penalty: 5820.915527
	Iteration 60F: 3 clusters Score -1.599172e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122323 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -15991751.000000 Penalty: 5820.915527
	Iteration 61Q: 3 clusters Score -1.599175e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122436 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -15991841.000000 Penalty: 5820.915527
	Iteration 62Q: 3 clusters Score -1.599184e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122539 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -15991898.000000 Penalty: 5820.915527
	Iteration 63Q: 3 clusters Score -1.59919e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122635 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -15991950.000000 Penalty: 5820.915527
	Iteration 64Q: 3 clusters Score -1.599195e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122732 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -15991987.000000 Penalty: 5820.915527
	Iteration 65Q: 3 clusters Score -1.599199e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122808 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -15992031.000000 Penalty: 5820.915527
	Iteration 66Q: 3 clusters Score -1.599203e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122866 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -15992058.000000 Penalty: 5820.915527
	Iteration 67Q: 3 clusters Score -1.599206e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122925 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -15992077.000000 Penalty: 5820.915527
	Iteration 68Q: 3 clusters Score -1.599208e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122965 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -15992099.000000 Penalty: 5820.915527
	Iteration 69Q: 3 clusters Score -1.59921e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123013 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -15992108.000000 Penalty: 5820.915527
	Iteration 70Q: 3 clusters Score -1.599211e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123059 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -15992120.000000 Penalty: 5820.915527
	Iteration 71Q: 3 clusters Score -1.599212e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123104 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -15992154.000000 Penalty: 5820.915527
	Iteration 72Q: 3 clusters Score -1.599215e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123145 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -15992156.000000 Penalty: 5820.915527
	Iteration 73Q: 3 clusters Score -1.599216e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123177 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -15992176.000000 Penalty: 5820.915527
	Iteration 74Q: 3 clusters Score -1.599218e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123210 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -15992175.000000 Penalty: 5820.915527
	Iteration 75Q: 3 clusters Score -1.599218e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123240 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -15992188.000000 Penalty: 5820.915527
	Iteration 76Q: 3 clusters Score -1.599219e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123260 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -15992196.000000 Penalty: 5820.915527
	Iteration 77Q: 3 clusters Score -1.59922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123272 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -15992191.000000 Penalty: 5820.915527
	Iteration 78Q: 3 clusters Score -1.599219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123281 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -15992187.000000 Penalty: 5820.915527
	Iteration 79Q: 3 clusters Score -1.599219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123290 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -15992193.000000 Penalty: 5820.915527
	Iteration 80F: 3 clusters Score -1.599219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123295 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -15992194.000000 Penalty: 5820.915527
	Iteration 81Q: 3 clusters Score -1.599219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123303 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -15992202.000000 Penalty: 5820.915527
	Iteration 82Q: 3 clusters Score -1.59922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123305 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -15992209.000000 Penalty: 5820.915527
	Iteration 83Q: 3 clusters Score -1.599221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123308 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -15992205.000000 Penalty: 5820.915527
	Iteration 84Q: 3 clusters Score -1.59922e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123325 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -15992207.000000 Penalty: 5820.915527
	Iteration 85Q: 3 clusters Score -1.599221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123336 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -15992199.000000 Penalty: 5820.915527
	Iteration 86Q: 3 clusters Score -1.59922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123339 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -15992198.000000 Penalty: 5820.915527
	Iteration 87Q: 3 clusters Score -1.59922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123344 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -15992199.000000 Penalty: 5820.915527
	Iteration 88Q: 3 clusters Score -1.59922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123347 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -15992200.000000 Penalty: 5820.915527
	Iteration 89Q: 3 clusters Score -1.59922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123353 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -15992212.000000 Penalty: 5820.915527
	Iteration 90Q: 3 clusters Score -1.599221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123357 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -15992208.000000 Penalty: 5820.915527
	Iteration 91Q: 3 clusters Score -1.599221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123363 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -15992204.000000 Penalty: 5820.915527
	Iteration 92Q: 3 clusters Score -1.59922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123369 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -15992200.000000 Penalty: 5820.915527
	Iteration 93Q: 3 clusters Score -1.59922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123371 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15992209.000000 Penalty: 5820.915527
	Iteration 94Q: 3 clusters Score -1.599221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123375 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15992210.000000 Penalty: 5820.915527
	Iteration 95Q: 3 clusters Score -1.599221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123377 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15992227.000000 Penalty: 5820.915527
	Iteration 96Q: 3 clusters Score -1.599223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123381 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -15992225.000000 Penalty: 5820.915527
	Iteration 97Q: 3 clusters Score -1.599222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123389 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -15992241.000000 Penalty: 5820.915527
	Iteration 98Q: 3 clusters Score -1.599224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123394 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -15992249.000000 Penalty: 5820.915527
	Iteration 99Q: 3 clusters Score -1.599225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123398 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -15992257.000000 Penalty: 5820.915527
	Iteration 100F: 3 clusters Score -1.599226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123399 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -15992250.000000 Penalty: 5820.915527
	Iteration 101Q: 3 clusters Score -1.599225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123401 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -15992245.000000 Penalty: 5820.915527
	Iteration 102Q: 3 clusters Score -1.599224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123403 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -15992248.000000 Penalty: 5820.915527
	Iteration 103Q: 3 clusters Score -1.599225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123403 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -15992248.000000 Penalty: 5820.915527
	Iteration 104Q: 3 clusters Score -1.599225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123405 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -15992253.000000 Penalty: 5820.915527
	Iteration 105Q: 3 clusters Score -1.599225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123405 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -15992253.000000 Penalty: 5820.915527
	Iteration 106F: 3 clusters Score -1.599225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Entering Unmasked Estep 
Score: -584190.125000 Penalty: 2105.322998
	Iteration 0F: 2 clusters Score -584190.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -579765.500000 Penalty: 4210.645996
	Iteration 0F: 3 clusters Score -579765.5 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -580879.812500 Penalty: 4210.645996
	Iteration 1F: 3 clusters Score -580879.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -581099.625000 Penalty: 4210.645996
	Iteration 2F: 3 clusters Score -581099.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -581248.875000 Penalty: 4210.645996
	Iteration 3Q: 3 clusters Score -581248.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -581371.937500 Penalty: 4210.645996
	Iteration 4Q: 3 clusters Score -581371.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -581487.312500 Penalty: 4210.645996
	Iteration 5Q: 3 clusters Score -581487.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -581624.187500 Penalty: 4210.645996
	Iteration 6Q: 3 clusters Score -581624.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -581778.000000 Penalty: 4210.645996
	Iteration 7Q: 3 clusters Score -581778 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -581972.562500 Penalty: 4210.645996
	Iteration 8Q: 3 clusters Score -581972.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -582212.562500 Penalty: 4210.645996
	Iteration 9Q: 3 clusters Score -582212.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -582468.375000 Penalty: 4210.645996
	Iteration 10Q: 3 clusters Score -582468.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -582655.000000 Penalty: 4210.645996
	Iteration 11Q: 3 clusters Score -582655 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -582768.000000 Penalty: 4210.645996
	Iteration 12Q: 3 clusters Score -582768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -582833.562500 Penalty: 4210.645996
	Iteration 13Q: 3 clusters Score -582833.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -582884.937500 Penalty: 4210.645996
	Iteration 14Q: 3 clusters Score -582884.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -582924.500000 Penalty: 4210.645996
	Iteration 15Q: 3 clusters Score -582924.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -582939.687500 Penalty: 4210.645996
	Iteration 16Q: 3 clusters Score -582939.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -582956.125000 Penalty: 4210.645996
	Iteration 17Q: 3 clusters Score -582956.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -582963.687500 Penalty: 4210.645996
	Iteration 18Q: 3 clusters Score -582963.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -582968.500000 Penalty: 4210.645996
	Iteration 19Q: 3 clusters Score -582968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -582971.000000 Penalty: 4210.645996
	Iteration 20F: 3 clusters Score -582971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -582970.687500 Penalty: 4210.645996
	Iteration 21Q: 3 clusters Score -582970.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -582970.687500 Penalty: 4210.645996
	Iteration 22F: 3 clusters Score -582970.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (160134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160134 members 
Entering Unmasked Estep 
Score: -20360506.000000 Penalty: 2971.974121
	Iteration 0F: 2 clusters Score -2.036051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80475 members 
Mstep: Class 2 contains 79659 members 
Entering Unmasked Estep 
Score: -20255088.000000 Penalty: 5943.948242
	Iteration 0F: 3 clusters Score -2.025509e+07 nChanged 76443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 74004 members 
Entering Unmasked Estep 
Score: -20299118.000000 Penalty: 5943.948242
	Iteration 1F: 3 clusters Score -2.029912e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89630 members 
Mstep: Class 2 contains 70504 members 
Entering Unmasked Estep 
Score: -20300324.000000 Penalty: 5943.948242
	Iteration 2Q: 3 clusters Score -2.030032e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95142 members 
Mstep: Class 2 contains 64992 members 
Entering Unmasked Estep 
Score: -20302582.000000 Penalty: 5943.948242
	Iteration 3Q: 3 clusters Score -2.030258e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103578 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -20306926.000000 Penalty: 5943.948242
	Iteration 4F: 3 clusters Score -2.030693e+07 nChanged 12277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115821 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -20315722.000000 Penalty: 5943.948242
	Iteration 5F: 3 clusters Score -2.031572e+07 nChanged 15461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131274 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -20329898.000000 Penalty: 5943.948242
	Iteration 6F: 3 clusters Score -2.03299e+07 nChanged 14924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146198 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -20345344.000000 Penalty: 5943.948242
	Iteration 7F: 3 clusters Score -2.034534e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155485 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -20354166.000000 Penalty: 5943.948242
	Iteration 8F: 3 clusters Score -2.035417e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158889 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -20356940.000000 Penalty: 5943.948242
	Iteration 9Q: 3 clusters Score -2.035694e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159691 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -20357538.000000 Penalty: 5943.948242
	Iteration 10Q: 3 clusters Score -2.035754e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159857 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -20357728.000000 Penalty: 5943.948242
	Iteration 11Q: 3 clusters Score -2.035773e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159896 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20357802.000000 Penalty: 5943.948242
	Iteration 12Q: 3 clusters Score -2.03578e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159905 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20357854.000000 Penalty: 5943.948242
	Iteration 13Q: 3 clusters Score -2.035785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159915 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20357866.000000 Penalty: 5943.948242
	Iteration 14Q: 3 clusters Score -2.035787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159916 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20357860.000000 Penalty: 5943.948242
	Iteration 15Q: 3 clusters Score -2.035786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159918 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20357876.000000 Penalty: 5943.948242
	Iteration 16Q: 3 clusters Score -2.035788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159919 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20357884.000000 Penalty: 5943.948242
	Iteration 17Q: 3 clusters Score -2.035788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159919 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20357884.000000 Penalty: 5943.948242
	Iteration 18F: 3 clusters Score -2.035788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -45291.183594 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -45291.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43894.933594 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -43894.93 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44164.308594 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -44164.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44405.320312 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -44405.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44770.824219 Penalty: 3020.166260
	Iteration 3F: 3 clusters Score -44770.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -44905.414062 Penalty: 3020.166260
	Iteration 4F: 3 clusters Score -44905.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -44958.757812 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -44958.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -45020.792969 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -45020.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -45032.152344 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -45032.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -45045.648438 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -45045.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -45082.371094 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -45082.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -45106.296875 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -45106.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -45109.050781 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -45109.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -45109.050781 Penalty: 3020.166260
	Iteration 12F: 3 clusters Score -45109.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Entering Unmasked Estep 
Score: -1698277.375000 Penalty: 2346.930908
	Iteration 0F: 2 clusters Score -1698277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1688806.375000 Penalty: 4693.861816
	Iteration 0F: 3 clusters Score -1688806 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1691768.750000 Penalty: 4693.861816
	Iteration 1F: 3 clusters Score -1691769 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1692060.250000 Penalty: 4693.861816
	Iteration 2F: 3 clusters Score -1692060 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1692252.375000 Penalty: 4693.861816
	Iteration 3Q: 3 clusters Score -1692252 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1692368.250000 Penalty: 4693.861816
	Iteration 4Q: 3 clusters Score -1692368 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1692463.750000 Penalty: 4693.861816
	Iteration 5Q: 3 clusters Score -1692464 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1692554.750000 Penalty: 4693.861816
	Iteration 6Q: 3 clusters Score -1692555 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1692632.875000 Penalty: 4693.861816
	Iteration 7Q: 3 clusters Score -1692633 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1692728.250000 Penalty: 4693.861816
	Iteration 8Q: 3 clusters Score -1692728 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1692846.125000 Penalty: 4693.861816
	Iteration 9Q: 3 clusters Score -1692846 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1692996.250000 Penalty: 4693.861816
	Iteration 10Q: 3 clusters Score -1692996 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1693173.500000 Penalty: 4693.861816
	Iteration 11Q: 3 clusters Score -1693174 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1693437.625000 Penalty: 4693.861816
	Iteration 12Q: 3 clusters Score -1693438 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1693752.750000 Penalty: 4693.861816
	Iteration 13Q: 3 clusters Score -1693753 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1694106.875000 Penalty: 4693.861816
	Iteration 14Q: 3 clusters Score -1694107 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1694516.750000 Penalty: 4693.861816
	Iteration 15Q: 3 clusters Score -1694517 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1694912.875000 Penalty: 4693.861816
	Iteration 16Q: 3 clusters Score -1694913 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1695253.000000 Penalty: 4693.861816
	Iteration 17Q: 3 clusters Score -1695253 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1695550.875000 Penalty: 4693.861816
	Iteration 18Q: 3 clusters Score -1695551 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1695749.625000 Penalty: 4693.861816
	Iteration 19Q: 3 clusters Score -1695750 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1695892.625000 Penalty: 4693.861816
	Iteration 20F: 3 clusters Score -1695893 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1696018.375000 Penalty: 4693.861816
	Iteration 21Q: 3 clusters Score -1696018 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1696084.750000 Penalty: 4693.861816
	Iteration 22Q: 3 clusters Score -1696085 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1696120.000000 Penalty: 4693.861816
	Iteration 23Q: 3 clusters Score -1696120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1696141.375000 Penalty: 4693.861816
	Iteration 24Q: 3 clusters Score -1696141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1696148.000000 Penalty: 4693.861816
	Iteration 25Q: 3 clusters Score -1696148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1696161.125000 Penalty: 4693.861816
	Iteration 26Q: 3 clusters Score -1696161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1696172.500000 Penalty: 4693.861816
	Iteration 27Q: 3 clusters Score -1696172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1696183.125000 Penalty: 4693.861816
	Iteration 28Q: 3 clusters Score -1696183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1696198.250000 Penalty: 4693.861816
	Iteration 29Q: 3 clusters Score -1696198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1696207.875000 Penalty: 4693.861816
	Iteration 30Q: 3 clusters Score -1696208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1696215.000000 Penalty: 4693.861816
	Iteration 31Q: 3 clusters Score -1696215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1696217.875000 Penalty: 4693.861816
	Iteration 32Q: 3 clusters Score -1696218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1696217.875000 Penalty: 4693.861816
	Iteration 33F: 3 clusters Score -1696218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Entering Unmasked Estep 
Score: -4413914.500000 Penalty: 2593.285889
	Iteration 0F: 2 clusters Score -4413914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -4390192.500000 Penalty: 5186.571777
	Iteration 0F: 3 clusters Score -4390192 nChanged 15832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -4398702.000000 Penalty: 5186.571777
	Iteration 1F: 3 clusters Score -4398702 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -4399167.500000 Penalty: 5186.571777
	Iteration 2Q: 3 clusters Score -4399168 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -4399547.000000 Penalty: 5186.571777
	Iteration 3Q: 3 clusters Score -4399547 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -4399961.000000 Penalty: 5186.571777
	Iteration 4Q: 3 clusters Score -4399961 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -4400389.000000 Penalty: 5186.571777
	Iteration 5Q: 3 clusters Score -4400389 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -4400976.000000 Penalty: 5186.571777
	Iteration 6Q: 3 clusters Score -4400976 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -4401844.000000 Penalty: 5186.571777
	Iteration 7Q: 3 clusters Score -4401844 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -4403048.000000 Penalty: 5186.571777
	Iteration 8F: 3 clusters Score -4403048 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -4404703.500000 Penalty: 5186.571777
	Iteration 9F: 3 clusters Score -4404704 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -4406773.500000 Penalty: 5186.571777
	Iteration 10F: 3 clusters Score -4406774 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -4408800.500000 Penalty: 5186.571777
	Iteration 11F: 3 clusters Score -4408800 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -4410220.500000 Penalty: 5186.571777
	Iteration 12Q: 3 clusters Score -4410220 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -4410933.500000 Penalty: 5186.571777
	Iteration 13Q: 3 clusters Score -4410934 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -4411235.500000 Penalty: 5186.571777
	Iteration 14Q: 3 clusters Score -4411236 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4411403.000000 Penalty: 5186.571777
	Iteration 15Q: 3 clusters Score -4411403 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -4411484.500000 Penalty: 5186.571777
	Iteration 16Q: 3 clusters Score -4411484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -4411558.500000 Penalty: 5186.571777
	Iteration 17Q: 3 clusters Score -4411558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -4411584.500000 Penalty: 5186.571777
	Iteration 18Q: 3 clusters Score -4411584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -4411595.000000 Penalty: 5186.571777
	Iteration 19Q: 3 clusters Score -4411595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -4411601.000000 Penalty: 5186.571777
	Iteration 20F: 3 clusters Score -4411601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -4411606.000000 Penalty: 5186.571777
	Iteration 21Q: 3 clusters Score -4411606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -4411614.000000 Penalty: 5186.571777
	Iteration 22Q: 3 clusters Score -4411614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -4411612.500000 Penalty: 5186.571777
	Iteration 23Q: 3 clusters Score -4411612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -4411615.500000 Penalty: 5186.571777
	Iteration 24Q: 3 clusters Score -4411616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -4411617.500000 Penalty: 5186.571777
	Iteration 25Q: 3 clusters Score -4411618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -4411620.500000 Penalty: 5186.571777
	Iteration 26Q: 3 clusters Score -4411620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -4411628.000000 Penalty: 5186.571777
	Iteration 27Q: 3 clusters Score -4411628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -4411624.500000 Penalty: 5186.571777
	Iteration 28Q: 3 clusters Score -4411624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -4411628.000000 Penalty: 5186.571777
	Iteration 29Q: 3 clusters Score -4411628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -4411630.000000 Penalty: 5186.571777
	Iteration 30Q: 3 clusters Score -4411630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -4411630.000000 Penalty: 5186.571777
	Iteration 31F: 3 clusters Score -4411630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (77278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77278 members 
Entering Unmasked Estep 
Score: -9788295.000000 Penalty: 2791.280762
	Iteration 0F: 2 clusters Score -9788295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -9736810.000000 Penalty: 5582.561523
	Iteration 0F: 3 clusters Score -9736810 nChanged 36188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -9756955.000000 Penalty: 5582.561523
	Iteration 1F: 3 clusters Score -9756955 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -9757581.000000 Penalty: 5582.561523
	Iteration 2Q: 3 clusters Score -9757581 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -9758249.000000 Penalty: 5582.561523
	Iteration 3Q: 3 clusters Score -9758249 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -9759046.000000 Penalty: 5582.561523
	Iteration 4Q: 3 clusters Score -9759046 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -9760022.000000 Penalty: 5582.561523
	Iteration 5Q: 3 clusters Score -9760022 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -9760961.000000 Penalty: 5582.561523
	Iteration 6Q: 3 clusters Score -9760961 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -9762276.000000 Penalty: 5582.561523
	Iteration 7Q: 3 clusters Score -9762276 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -9763735.000000 Penalty: 5582.561523
	Iteration 8Q: 3 clusters Score -9763735 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -9765482.000000 Penalty: 5582.561523
	Iteration 9Q: 3 clusters Score -9765482 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -9767697.000000 Penalty: 5582.561523
	Iteration 10Q: 3 clusters Score -9767697 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -9770599.000000 Penalty: 5582.561523
	Iteration 11F: 3 clusters Score -9770599 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -9773587.000000 Penalty: 5582.561523
	Iteration 12F: 3 clusters Score -9773587 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -9776532.000000 Penalty: 5582.561523
	Iteration 13F: 3 clusters Score -9776532 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -9779251.000000 Penalty: 5582.561523
	Iteration 14Q: 3 clusters Score -9779251 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69652 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -9781486.000000 Penalty: 5582.561523
	Iteration 15Q: 3 clusters Score -9781486 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71997 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -9783253.000000 Penalty: 5582.561523
	Iteration 16Q: 3 clusters Score -9783253 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73600 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -9784434.000000 Penalty: 5582.561523
	Iteration 17Q: 3 clusters Score -9784434 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74608 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -9785174.000000 Penalty: 5582.561523
	Iteration 18Q: 3 clusters Score -9785174 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75189 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -9785612.000000 Penalty: 5582.561523
	Iteration 19Q: 3 clusters Score -9785612 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9785848.000000 Penalty: 5582.561523
	Iteration 20F: 3 clusters Score -9785848 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75715 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -9786017.000000 Penalty: 5582.561523
	Iteration 21Q: 3 clusters Score -9786017 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -9786142.000000 Penalty: 5582.561523
	Iteration 22Q: 3 clusters Score -9786142 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -9786229.000000 Penalty: 5582.561523
	Iteration 23Q: 3 clusters Score -9786229 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75998 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9786293.000000 Penalty: 5582.561523
	Iteration 24Q: 3 clusters Score -9786293 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9786287.000000 Penalty: 5582.561523
	Iteration 25Q: 3 clusters Score -9786287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9786317.000000 Penalty: 5582.561523
	Iteration 26Q: 3 clusters Score -9786317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76122 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9786353.000000 Penalty: 5582.561523
	Iteration 27Q: 3 clusters Score -9786353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76150 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -9786381.000000 Penalty: 5582.561523
	Iteration 28Q: 3 clusters Score -9786381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9786387.000000 Penalty: 5582.561523
	Iteration 29Q: 3 clusters Score -9786387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9786406.000000 Penalty: 5582.561523
	Iteration 30Q: 3 clusters Score -9786406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9786432.000000 Penalty: 5582.561523
	Iteration 31Q: 3 clusters Score -9786432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9786437.000000 Penalty: 5582.561523
	Iteration 32Q: 3 clusters Score -9786437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9786441.000000 Penalty: 5582.561523
	Iteration 33Q: 3 clusters Score -9786441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9786447.000000 Penalty: 5582.561523
	Iteration 34Q: 3 clusters Score -9786447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76262 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9786453.000000 Penalty: 5582.561523
	Iteration 35Q: 3 clusters Score -9786453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76270 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9786460.000000 Penalty: 5582.561523
	Iteration 36Q: 3 clusters Score -9786460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -9786468.000000 Penalty: 5582.561523
	Iteration 37Q: 3 clusters Score -9786468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9786470.000000 Penalty: 5582.561523
	Iteration 38Q: 3 clusters Score -9786470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9786465.000000 Penalty: 5582.561523
	Iteration 39Q: 3 clusters Score -9786465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9786469.000000 Penalty: 5582.561523
	Iteration 40F: 3 clusters Score -9786469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76301 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9786483.000000 Penalty: 5582.561523
	Iteration 41Q: 3 clusters Score -9786483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9786483.000000 Penalty: 5582.561523
	Iteration 42Q: 3 clusters Score -9786483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76307 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9786494.000000 Penalty: 5582.561523
	Iteration 43Q: 3 clusters Score -9786494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76308 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9786487.000000 Penalty: 5582.561523
	Iteration 44Q: 3 clusters Score -9786487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76310 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9786490.000000 Penalty: 5582.561523
	Iteration 45Q: 3 clusters Score -9786490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76310 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9786493.000000 Penalty: 5582.561523
	Iteration 46Q: 3 clusters Score -9786493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9786492.000000 Penalty: 5582.561523
	Iteration 47Q: 3 clusters Score -9786492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9786490.000000 Penalty: 5582.561523
	Iteration 48Q: 3 clusters Score -9786490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76314 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -9786489.000000 Penalty: 5582.561523
	Iteration 49Q: 3 clusters Score -9786489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9786497.000000 Penalty: 5582.561523
	Iteration 50Q: 3 clusters Score -9786497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76314 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -9786498.000000 Penalty: 5582.561523
	Iteration 51Q: 3 clusters Score -9786498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9786497.000000 Penalty: 5582.561523
	Iteration 52Q: 3 clusters Score -9786497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76314 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -9786497.000000 Penalty: 5582.561523
	Iteration 53Q: 3 clusters Score -9786497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76316 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9786501.000000 Penalty: 5582.561523
	Iteration 54Q: 3 clusters Score -9786501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -9786500.000000 Penalty: 5582.561523
	Iteration 55Q: 3 clusters Score -9786500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76316 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9786489.000000 Penalty: 5582.561523
	Iteration 56Q: 3 clusters Score -9786489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9786493.000000 Penalty: 5582.561523
	Iteration 57Q: 3 clusters Score -9786493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9786501.000000 Penalty: 5582.561523
	Iteration 58Q: 3 clusters Score -9786501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76314 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -9786502.000000 Penalty: 5582.561523
	Iteration 59Q: 3 clusters Score -9786502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76311 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9786499.000000 Penalty: 5582.561523
	Iteration 60F: 3 clusters Score -9786499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76308 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9786490.000000 Penalty: 5582.561523
	Iteration 61Q: 3 clusters Score -9786490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76307 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9786487.000000 Penalty: 5582.561523
	Iteration 62Q: 3 clusters Score -9786487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76307 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9786487.000000 Penalty: 5582.561523
	Iteration 63F: 3 clusters Score -9786487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (133978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133978 members 
Entering Unmasked Estep 
Score: -17249824.000000 Penalty: 2927.746826
	Iteration 0F: 2 clusters Score -1.724982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -17160580.000000 Penalty: 5855.493652
	Iteration 0F: 3 clusters Score -1.716058e+07 nChanged 63805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 64612 members 
Entering Unmasked Estep 
Score: -17197194.000000 Penalty: 5855.493652
	Iteration 1F: 3 clusters Score -1.719719e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70825 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -17197978.000000 Penalty: 5855.493652
	Iteration 2Q: 3 clusters Score -1.719798e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 60853 members 
Entering Unmasked Estep 
Score: -17198860.000000 Penalty: 5855.493652
	Iteration 3Q: 3 clusters Score -1.719886e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76596 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -17200108.000000 Penalty: 5855.493652
	Iteration 4Q: 3 clusters Score -1.720011e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -17202418.000000 Penalty: 5855.493652
	Iteration 5Q: 3 clusters Score -1.720242e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89486 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -17206580.000000 Penalty: 5855.493652
	Iteration 6F: 3 clusters Score -1.720658e+07 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99930 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -17214270.000000 Penalty: 5855.493652
	Iteration 7F: 3 clusters Score -1.721427e+07 nChanged 12173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112099 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -17225378.000000 Penalty: 5855.493652
	Iteration 8F: 3 clusters Score -1.722538e+07 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123200 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -17236458.000000 Penalty: 5855.493652
	Iteration 9F: 3 clusters Score -1.723646e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129914 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -17243190.000000 Penalty: 5855.493652
	Iteration 10F: 3 clusters Score -1.724319e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132647 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -17245866.000000 Penalty: 5855.493652
	Iteration 11Q: 3 clusters Score -1.724587e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133441 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -17246678.000000 Penalty: 5855.493652
	Iteration 12Q: 3 clusters Score -1.724668e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133669 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -17246928.000000 Penalty: 5855.493652
	Iteration 13Q: 3 clusters Score -1.724693e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133708 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -17247040.000000 Penalty: 5855.493652
	Iteration 14Q: 3 clusters Score -1.724704e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133727 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17247080.000000 Penalty: 5855.493652
	Iteration 15Q: 3 clusters Score -1.724708e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133745 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17247128.000000 Penalty: 5855.493652
	Iteration 16Q: 3 clusters Score -1.724713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133754 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17247150.000000 Penalty: 5855.493652
	Iteration 17Q: 3 clusters Score -1.724715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133760 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17247158.000000 Penalty: 5855.493652
	Iteration 18Q: 3 clusters Score -1.724716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133762 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17247182.000000 Penalty: 5855.493652
	Iteration 19Q: 3 clusters Score -1.724718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133769 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17247214.000000 Penalty: 5855.493652
	Iteration 20F: 3 clusters Score -1.724721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133772 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17247220.000000 Penalty: 5855.493652
	Iteration 21Q: 3 clusters Score -1.724722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133773 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17247230.000000 Penalty: 5855.493652
	Iteration 22Q: 3 clusters Score -1.724723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133771 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17247228.000000 Penalty: 5855.493652
	Iteration 23Q: 3 clusters Score -1.724723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133770 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17247234.000000 Penalty: 5855.493652
	Iteration 24Q: 3 clusters Score -1.724723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133770 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17247234.000000 Penalty: 5855.493652
	Iteration 25F: 3 clusters Score -1.724723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (106400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106400 members 
Entering Unmasked Estep 
Score: -13561785.000000 Penalty: 2870.590332
	Iteration 0F: 2 clusters Score -1.356178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -13491309.000000 Penalty: 5741.180664
	Iteration 0F: 3 clusters Score -1.349131e+07 nChanged 50436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57053 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -13520361.000000 Penalty: 5741.180664
	Iteration 1F: 3 clusters Score -1.352036e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -13521831.000000 Penalty: 5741.180664
	Iteration 2Q: 3 clusters Score -1.352183e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -13524081.000000 Penalty: 5741.180664
	Iteration 3Q: 3 clusters Score -1.352408e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -13527394.000000 Penalty: 5741.180664
	Iteration 4F: 3 clusters Score -1.352739e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74519 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -13532148.000000 Penalty: 5741.180664
	Iteration 5F: 3 clusters Score -1.353215e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -13538375.000000 Penalty: 5741.180664
	Iteration 6F: 3 clusters Score -1.353838e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89181 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -13544898.000000 Penalty: 5741.180664
	Iteration 7F: 3 clusters Score -1.35449e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95348 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -13550414.000000 Penalty: 5741.180664
	Iteration 8F: 3 clusters Score -1.355041e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99693 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -13554168.000000 Penalty: 5741.180664
	Iteration 9Q: 3 clusters Score -1.355417e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102528 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -13556529.000000 Penalty: 5741.180664
	Iteration 10Q: 3 clusters Score -1.355653e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104153 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -13557887.000000 Penalty: 5741.180664
	Iteration 11Q: 3 clusters Score -1.355789e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105053 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -13558705.000000 Penalty: 5741.180664
	Iteration 12Q: 3 clusters Score -1.35587e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105468 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -13559093.000000 Penalty: 5741.180664
	Iteration 13Q: 3 clusters Score -1.355909e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105652 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -13559268.000000 Penalty: 5741.180664
	Iteration 14Q: 3 clusters Score -1.355927e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105742 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -13559379.000000 Penalty: 5741.180664
	Iteration 15Q: 3 clusters Score -1.355938e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105789 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -13559422.000000 Penalty: 5741.180664
	Iteration 16Q: 3 clusters Score -1.355942e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -13559455.000000 Penalty: 5741.180664
	Iteration 17Q: 3 clusters Score -1.355946e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13559463.000000 Penalty: 5741.180664
	Iteration 18Q: 3 clusters Score -1.355946e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105836 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13559489.000000 Penalty: 5741.180664
	Iteration 19Q: 3 clusters Score -1.355949e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -13559515.000000 Penalty: 5741.180664
	Iteration 20F: 3 clusters Score -1.355952e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105852 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13559533.000000 Penalty: 5741.180664
	Iteration 21Q: 3 clusters Score -1.355953e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -13559562.000000 Penalty: 5741.180664
	Iteration 22Q: 3 clusters Score -1.355956e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105862 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -13559600.000000 Penalty: 5741.180664
	Iteration 23Q: 3 clusters Score -1.35596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105862 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -13559601.000000 Penalty: 5741.180664
	Iteration 24Q: 3 clusters Score -1.35596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105866 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -13559609.000000 Penalty: 5741.180664
	Iteration 25Q: 3 clusters Score -1.355961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -13559612.000000 Penalty: 5741.180664
	Iteration 26Q: 3 clusters Score -1.355961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105872 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -13559631.000000 Penalty: 5741.180664
	Iteration 27Q: 3 clusters Score -1.355963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105862 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -13559652.000000 Penalty: 5741.180664
	Iteration 28Q: 3 clusters Score -1.355965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105863 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -13559650.000000 Penalty: 5741.180664
	Iteration 29Q: 3 clusters Score -1.355965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -13559652.000000 Penalty: 5741.180664
	Iteration 30Q: 3 clusters Score -1.355965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105858 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -13559649.000000 Penalty: 5741.180664
	Iteration 31Q: 3 clusters Score -1.355965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105858 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -13559651.000000 Penalty: 5741.180664
	Iteration 32Q: 3 clusters Score -1.355965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105856 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -13559655.000000 Penalty: 5741.180664
	Iteration 33Q: 3 clusters Score -1.355966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105854 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -13559661.000000 Penalty: 5741.180664
	Iteration 34Q: 3 clusters Score -1.355966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105854 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -13559660.000000 Penalty: 5741.180664
	Iteration 35Q: 3 clusters Score -1.355966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105855 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13559655.000000 Penalty: 5741.180664
	Iteration 36Q: 3 clusters Score -1.355966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105856 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -13559667.000000 Penalty: 5741.180664
	Iteration 37Q: 3 clusters Score -1.355967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105852 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13559670.000000 Penalty: 5741.180664
	Iteration 38Q: 3 clusters Score -1.355967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -13559672.000000 Penalty: 5741.180664
	Iteration 39Q: 3 clusters Score -1.355967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -13559664.000000 Penalty: 5741.180664
	Iteration 40F: 3 clusters Score -1.355966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105850 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -13559667.000000 Penalty: 5741.180664
	Iteration 41Q: 3 clusters Score -1.355967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105849 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -13559666.000000 Penalty: 5741.180664
	Iteration 42Q: 3 clusters Score -1.355967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105849 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -13559666.000000 Penalty: 5741.180664
	Iteration 43F: 3 clusters Score -1.355967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (142865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142865 members 
Entering Unmasked Estep 
Score: -18319102.000000 Penalty: 2943.674561
	Iteration 0F: 2 clusters Score -1.83191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71340 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -18224062.000000 Penalty: 5887.349121
	Iteration 0F: 3 clusters Score -1.822406e+07 nChanged 68122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68664 members 
Mstep: Class 2 contains 74201 members 
Entering Unmasked Estep 
Score: -18263604.000000 Penalty: 5887.349121
	Iteration 1F: 3 clusters Score -1.82636e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 76248 members 
Entering Unmasked Estep 
Score: -18264490.000000 Penalty: 5887.349121
	Iteration 2Q: 3 clusters Score -1.826449e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 79316 members 
Entering Unmasked Estep 
Score: -18265684.000000 Penalty: 5887.349121
	Iteration 3Q: 3 clusters Score -1.826568e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 83857 members 
Entering Unmasked Estep 
Score: -18267400.000000 Penalty: 5887.349121
	Iteration 4Q: 3 clusters Score -1.82674e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 90512 members 
Entering Unmasked Estep 
Score: -18270640.000000 Penalty: 5887.349121
	Iteration 5Q: 3 clusters Score -1.827064e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 99804 members 
Entering Unmasked Estep 
Score: -18276286.000000 Penalty: 5887.349121
	Iteration 6F: 3 clusters Score -1.827629e+07 nChanged 11943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 111721 members 
Entering Unmasked Estep 
Score: -18285972.000000 Penalty: 5887.349121
	Iteration 7F: 3 clusters Score -1.828597e+07 nChanged 13011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 124728 members 
Entering Unmasked Estep 
Score: -18298404.000000 Penalty: 5887.349121
	Iteration 8F: 3 clusters Score -1.82984e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 135057 members 
Entering Unmasked Estep 
Score: -18309144.000000 Penalty: 5887.349121
	Iteration 9F: 3 clusters Score -1.830914e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 140324 members 
Entering Unmasked Estep 
Score: -18314416.000000 Penalty: 5887.349121
	Iteration 10Q: 3 clusters Score -1.831442e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 142078 members 
Entering Unmasked Estep 
Score: -18315972.000000 Penalty: 5887.349121
	Iteration 11Q: 3 clusters Score -1.831597e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 142503 members 
Entering Unmasked Estep 
Score: -18316344.000000 Penalty: 5887.349121
	Iteration 12Q: 3 clusters Score -1.831634e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 142580 members 
Entering Unmasked Estep 
Score: -18316446.000000 Penalty: 5887.349121
	Iteration 13Q: 3 clusters Score -1.831645e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 142616 members 
Entering Unmasked Estep 
Score: -18316478.000000 Penalty: 5887.349121
	Iteration 14Q: 3 clusters Score -1.831648e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 142630 members 
Entering Unmasked Estep 
Score: -18316494.000000 Penalty: 5887.349121
	Iteration 15Q: 3 clusters Score -1.831649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 142635 members 
Entering Unmasked Estep 
Score: -18316496.000000 Penalty: 5887.349121
	Iteration 16Q: 3 clusters Score -1.83165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 142637 members 
Entering Unmasked Estep 
Score: -18316504.000000 Penalty: 5887.349121
	Iteration 17Q: 3 clusters Score -1.83165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 142643 members 
Entering Unmasked Estep 
Score: -18316506.000000 Penalty: 5887.349121
	Iteration 18Q: 3 clusters Score -1.831651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 142645 members 
Entering Unmasked Estep 
Score: -18316516.000000 Penalty: 5887.349121
	Iteration 19Q: 3 clusters Score -1.831652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 142644 members 
Entering Unmasked Estep 
Score: -18316516.000000 Penalty: 5887.349121
	Iteration 20F: 3 clusters Score -1.831652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 142645 members 
Entering Unmasked Estep 
Score: -18316528.000000 Penalty: 5887.349121
	Iteration 21Q: 3 clusters Score -1.831653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 142646 members 
Entering Unmasked Estep 
Score: -18316530.000000 Penalty: 5887.349121
	Iteration 22Q: 3 clusters Score -1.831653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 142646 members 
Entering Unmasked Estep 
Score: -18316532.000000 Penalty: 5887.349121
	Iteration 23Q: 3 clusters Score -1.831653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 142646 members 
Entering Unmasked Estep 
Score: -18316532.000000 Penalty: 5887.349121
	Iteration 24F: 3 clusters Score -1.831653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Entering Unmasked Estep 
Score: -271274.218750 Penalty: 1905.026978
	Iteration 0F: 2 clusters Score -271274.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -268562.500000 Penalty: 3810.053955
	Iteration 0F: 3 clusters Score -268562.5 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -269041.718750 Penalty: 3810.053955
	Iteration 1F: 3 clusters Score -269041.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -269169.718750 Penalty: 3810.053955
	Iteration 2F: 3 clusters Score -269169.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -269228.812500 Penalty: 3810.053955
	Iteration 3Q: 3 clusters Score -269228.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -269265.593750 Penalty: 3810.053955
	Iteration 4Q: 3 clusters Score -269265.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -269284.875000 Penalty: 3810.053955
	Iteration 5Q: 3 clusters Score -269284.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -269291.250000 Penalty: 3810.053955
	Iteration 6Q: 3 clusters Score -269291.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -269296.625000 Penalty: 3810.053955
	Iteration 7Q: 3 clusters Score -269296.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -269300.187500 Penalty: 3810.053955
	Iteration 8Q: 3 clusters Score -269300.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -269304.843750 Penalty: 3810.053955
	Iteration 9Q: 3 clusters Score -269304.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -269310.500000 Penalty: 3810.053955
	Iteration 10Q: 3 clusters Score -269310.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -269313.437500 Penalty: 3810.053955
	Iteration 11Q: 3 clusters Score -269313.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -269316.250000 Penalty: 3810.053955
	Iteration 12Q: 3 clusters Score -269316.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -269319.187500 Penalty: 3810.053955
	Iteration 13Q: 3 clusters Score -269319.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -269320.906250 Penalty: 3810.053955
	Iteration 14Q: 3 clusters Score -269320.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -269322.875000 Penalty: 3810.053955
	Iteration 15Q: 3 clusters Score -269322.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -269326.500000 Penalty: 3810.053955
	Iteration 16Q: 3 clusters Score -269326.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -269330.343750 Penalty: 3810.053955
	Iteration 17Q: 3 clusters Score -269330.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -269333.718750 Penalty: 3810.053955
	Iteration 18Q: 3 clusters Score -269333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -269334.187500 Penalty: 3810.053955
	Iteration 19Q: 3 clusters Score -269334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -269335.718750 Penalty: 3810.053955
	Iteration 20F: 3 clusters Score -269335.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -269336.500000 Penalty: 3810.053955
	Iteration 21Q: 3 clusters Score -269336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -269337.531250 Penalty: 3810.053955
	Iteration 22Q: 3 clusters Score -269337.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -269339.312500 Penalty: 3810.053955
	Iteration 23Q: 3 clusters Score -269339.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -269340.593750 Penalty: 3810.053955
	Iteration 24Q: 3 clusters Score -269340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -269341.375000 Penalty: 3810.053955
	Iteration 25Q: 3 clusters Score -269341.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -269342.562500 Penalty: 3810.053955
	Iteration 26Q: 3 clusters Score -269342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -269344.781250 Penalty: 3810.053955
	Iteration 27Q: 3 clusters Score -269344.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -269349.812500 Penalty: 3810.053955
	Iteration 28Q: 3 clusters Score -269349.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -269351.687500 Penalty: 3810.053955
	Iteration 29Q: 3 clusters Score -269351.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -269354.250000 Penalty: 3810.053955
	Iteration 30Q: 3 clusters Score -269354.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -269356.093750 Penalty: 3810.053955
	Iteration 31Q: 3 clusters Score -269356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -269357.937500 Penalty: 3810.053955
	Iteration 32Q: 3 clusters Score -269357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -269359.875000 Penalty: 3810.053955
	Iteration 33Q: 3 clusters Score -269359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -269361.843750 Penalty: 3810.053955
	Iteration 34Q: 3 clusters Score -269361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -269363.187500 Penalty: 3810.053955
	Iteration 35Q: 3 clusters Score -269363.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -269364.093750 Penalty: 3810.053955
	Iteration 36Q: 3 clusters Score -269364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -269364.843750 Penalty: 3810.053955
	Iteration 37Q: 3 clusters Score -269364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -269364.875000 Penalty: 3810.053955
	Iteration 38Q: 3 clusters Score -269364.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -269366.062500 Penalty: 3810.053955
	Iteration 39Q: 3 clusters Score -269366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -269367.312500 Penalty: 3810.053955
	Iteration 40F: 3 clusters Score -269367.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -269368.843750 Penalty: 3810.053955
	Iteration 41Q: 3 clusters Score -269368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -269369.062500 Penalty: 3810.053955
	Iteration 42Q: 3 clusters Score -269369.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -269369.062500 Penalty: 3810.053955
	Iteration 43F: 3 clusters Score -269369.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -245248.062500 Penalty: 1881.904297
	Iteration 0F: 2 clusters Score -245248.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -242627.281250 Penalty: 3763.808594
	Iteration 0F: 3 clusters Score -242627.3 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -243089.953125 Penalty: 3763.808594
	Iteration 1F: 3 clusters Score -243090 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -243255.875000 Penalty: 3763.808594
	Iteration 2F: 3 clusters Score -243255.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -243329.453125 Penalty: 3763.808594
	Iteration 3Q: 3 clusters Score -243329.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -243376.968750 Penalty: 3763.808594
	Iteration 4Q: 3 clusters Score -243377 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -243421.984375 Penalty: 3763.808594
	Iteration 5Q: 3 clusters Score -243422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -243455.953125 Penalty: 3763.808594
	Iteration 6Q: 3 clusters Score -243456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -243481.468750 Penalty: 3763.808594
	Iteration 7Q: 3 clusters Score -243481.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -243504.484375 Penalty: 3763.808594
	Iteration 8Q: 3 clusters Score -243504.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -243524.296875 Penalty: 3763.808594
	Iteration 9Q: 3 clusters Score -243524.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -243540.718750 Penalty: 3763.808594
	Iteration 10Q: 3 clusters Score -243540.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -243556.828125 Penalty: 3763.808594
	Iteration 11Q: 3 clusters Score -243556.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -243569.359375 Penalty: 3763.808594
	Iteration 12Q: 3 clusters Score -243569.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -243578.406250 Penalty: 3763.808594
	Iteration 13Q: 3 clusters Score -243578.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -243588.140625 Penalty: 3763.808594
	Iteration 14Q: 3 clusters Score -243588.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -243600.500000 Penalty: 3763.808594
	Iteration 15Q: 3 clusters Score -243600.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -243604.515625 Penalty: 3763.808594
	Iteration 16Q: 3 clusters Score -243604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -243607.140625 Penalty: 3763.808594
	Iteration 17Q: 3 clusters Score -243607.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -243610.000000 Penalty: 3763.808594
	Iteration 18Q: 3 clusters Score -243610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -243612.578125 Penalty: 3763.808594
	Iteration 19Q: 3 clusters Score -243612.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -243615.531250 Penalty: 3763.808594
	Iteration 20F: 3 clusters Score -243615.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -243617.937500 Penalty: 3763.808594
	Iteration 21Q: 3 clusters Score -243617.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -243622.796875 Penalty: 3763.808594
	Iteration 22Q: 3 clusters Score -243622.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -243627.406250 Penalty: 3763.808594
	Iteration 23Q: 3 clusters Score -243627.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -243633.718750 Penalty: 3763.808594
	Iteration 24Q: 3 clusters Score -243633.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -243639.906250 Penalty: 3763.808594
	Iteration 25Q: 3 clusters Score -243639.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -243643.625000 Penalty: 3763.808594
	Iteration 26Q: 3 clusters Score -243643.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -243645.812500 Penalty: 3763.808594
	Iteration 27Q: 3 clusters Score -243645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -243646.375000 Penalty: 3763.808594
	Iteration 28Q: 3 clusters Score -243646.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -243646.375000 Penalty: 3763.808594
	Iteration 29F: 3 clusters Score -243646.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -56128.519531 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -56128.52 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 299 members 
Entering Unmasked Estep 
Score: -54672.945312 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -54672.95 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54939.503906 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -54939.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55395.265625 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -55395.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -55622.578125 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -55622.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -55813.199219 Penalty: 3126.099121
	Iteration 4F: 3 clusters Score -55813.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -55969.128906 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -55969.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -56010.296875 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -56010.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -56027.625000 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -56027.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -56036.289062 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -56036.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -56041.160156 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -56041.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -56052.687500 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -56052.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -56064.273438 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -56064.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -56099.871094 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -56099.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -56142.914062 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -56142.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -56146.160156 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -56146.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -56148.847656 Penalty: 3126.099121
	Iteration 15Q: 3 clusters Score -56148.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -56148.847656 Penalty: 3126.099121
	Iteration 16F: 3 clusters Score -56148.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54927 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 35083 members 
Mstep: Class 5 contains 13196 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 144382 members 
Mstep: Class 8 contains 138465 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 89311 members 
Mstep: Class 11 contains 9254 members 
Mstep: Class 12 contains 124956 members 
Mstep: Class 13 contains 4862 members 
Mstep: Class 14 contains 160134 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 12880 members 
Mstep: Class 17 contains 34780 members 
Mstep: Class 18 contains 77278 members 
Mstep: Class 19 contains 133978 members 
Mstep: Class 20 contains 106400 members 
Mstep: Class 21 contains 142865 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 157 members 
Mstep: Class 25 contains 389 members 
Entering Unmasked Estep 
Score: -161316768.000000 Penalty: 87239.546875
Splitting cluster 24 changes total score from -161318496.000000 to -161316768.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54927 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 35083 members 
Mstep: Class 5 contains 13196 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 144382 members 
Mstep: Class 8 contains 138465 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 89311 members 
Mstep: Class 11 contains 9254 members 
Mstep: Class 12 contains 124956 members 
Mstep: Class 13 contains 4862 members 
Mstep: Class 14 contains 160134 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 12880 members 
Mstep: Class 17 contains 34780 members 
Mstep: Class 18 contains 77278 members 
Mstep: Class 19 contains 133978 members 
Mstep: Class 20 contains 106400 members 
Mstep: Class 21 contains 142865 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318864.000000 Penalty: 83749.968750
Iteration 359Q: 25 clusters Score -1.613189e+08 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54931 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 34991 members 
Mstep: Class 5 contains 13210 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 144026 members 
Mstep: Class 8 contains 138352 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 88971 members 
Mstep: Class 11 contains 9252 members 
Mstep: Class 12 contains 124438 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 159896 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 12730 members 
Mstep: Class 17 contains 34787 members 
Mstep: Class 18 contains 77270 members 
Mstep: Class 19 contains 136771 members 
Mstep: Class 20 contains 105835 members 
Mstep: Class 21 contains 142435 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319088.000000 Penalty: 83749.968750
Iteration 360F: 25 clusters Score -1.613191e+08 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54956 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 34897 members 
Mstep: Class 5 contains 13214 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 143651 members 
Mstep: Class 8 contains 138264 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 88569 members 
Mstep: Class 11 contains 9249 members 
Mstep: Class 12 contains 123946 members 
Mstep: Class 13 contains 4857 members 
Mstep: Class 14 contains 159594 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 12576 members 
Mstep: Class 17 contains 34777 members 
Mstep: Class 18 contains 77257 members 
Mstep: Class 19 contains 139658 members 
Mstep: Class 20 contains 105288 members 
Mstep: Class 21 contains 142001 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319680.000000 Penalty: 83749.968750
Iteration 361Q: 25 clusters Score -1.613197e+08 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54965 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 34815 members 
Mstep: Class 5 contains 13212 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 143276 members 
Mstep: Class 8 contains 138145 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 88176 members 
Mstep: Class 11 contains 9248 members 
Mstep: Class 12 contains 123427 members 
Mstep: Class 13 contains 4854 members 
Mstep: Class 14 contains 159281 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 12397 members 
Mstep: Class 17 contains 34783 members 
Mstep: Class 18 contains 77255 members 
Mstep: Class 19 contains 142627 members 
Mstep: Class 20 contains 104714 members 
Mstep: Class 21 contains 141581 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319952.000000 Penalty: 83749.968750
Iteration 362Q: 25 clusters Score -1.6132e+08 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54978 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 34735 members 
Mstep: Class 5 contains 13210 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 142995 members 
Mstep: Class 8 contains 137993 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 87795 members 
Mstep: Class 11 contains 9241 members 
Mstep: Class 12 contains 122925 members 
Mstep: Class 13 contains 4850 members 
Mstep: Class 14 contains 158887 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 34803 members 
Mstep: Class 18 contains 77234 members 
Mstep: Class 19 contains 145721 members 
Mstep: Class 20 contains 104155 members 
Mstep: Class 21 contains 140998 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320336.000000 Penalty: 83749.968750
Iteration 363Q: 25 clusters Score -1.613203e+08 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54978 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 34668 members 
Mstep: Class 5 contains 13224 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 142897 members 
Mstep: Class 8 contains 137858 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 87421 members 
Mstep: Class 11 contains 9246 members 
Mstep: Class 12 contains 122461 members 
Mstep: Class 13 contains 4848 members 
Mstep: Class 14 contains 158225 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 12073 members 
Mstep: Class 17 contains 34827 members 
Mstep: Class 18 contains 77225 members 
Mstep: Class 19 contains 148769 members 
Mstep: Class 20 contains 103608 members 
Mstep: Class 21 contains 140428 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320816.000000 Penalty: 83749.968750
Iteration 364Q: 25 clusters Score -1.613208e+08 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54967 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 34612 members 
Mstep: Class 5 contains 13219 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 143173 members 
Mstep: Class 8 contains 137723 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 87079 members 
Mstep: Class 11 contains 9246 members 
Mstep: Class 12 contains 122035 members 
Mstep: Class 13 contains 4846 members 
Mstep: Class 14 contains 156935 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 34886 members 
Mstep: Class 18 contains 77197 members 
Mstep: Class 19 contains 151849 members 
Mstep: Class 20 contains 103091 members 
Mstep: Class 21 contains 139963 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320656.000000 Penalty: 83749.968750
Iteration 365Q: 25 clusters Score -1.613207e+08 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54935 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 34580 members 
Mstep: Class 5 contains 13242 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 143612 members 
Mstep: Class 8 contains 137598 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 86772 members 
Mstep: Class 11 contains 9237 members 
Mstep: Class 12 contains 121652 members 
Mstep: Class 13 contains 4841 members 
Mstep: Class 14 contains 155023 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11811 members 
Mstep: Class 17 contains 34959 members 
Mstep: Class 18 contains 77209 members 
Mstep: Class 19 contains 154907 members 
Mstep: Class 20 contains 102625 members 
Mstep: Class 21 contains 139759 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 1972 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320336.000000 Penalty: 83749.968750
Iteration 366Q: 25 clusters Score -1.613203e+08 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54902 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 34584 members 
Mstep: Class 5 contains 13283 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 144209 members 
Mstep: Class 8 contains 137491 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 86515 members 
Mstep: Class 11 contains 9235 members 
Mstep: Class 12 contains 121293 members 
Mstep: Class 13 contains 4833 members 
Mstep: Class 14 contains 152545 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11692 members 
Mstep: Class 17 contains 35064 members 
Mstep: Class 18 contains 77246 members 
Mstep: Class 19 contains 157997 members 
Mstep: Class 20 contains 102184 members 
Mstep: Class 21 contains 139691 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319120.000000 Penalty: 83749.968750
Iteration 367Q: 25 clusters Score -1.613191e+08 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54847 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 34595 members 
Mstep: Class 5 contains 13333 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 144837 members 
Mstep: Class 8 contains 137461 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 86336 members 
Mstep: Class 11 contains 9238 members 
Mstep: Class 12 contains 121041 members 
Mstep: Class 13 contains 4824 members 
Mstep: Class 14 contains 149665 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11620 members 
Mstep: Class 17 contains 35186 members 
Mstep: Class 18 contains 77295 members 
Mstep: Class 19 contains 160762 members 
Mstep: Class 20 contains 101848 members 
Mstep: Class 21 contains 139878 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317328.000000 Penalty: 83749.968750
Iteration 368Q: 25 clusters Score -1.613173e+08 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54756 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 34650 members 
Mstep: Class 5 contains 13386 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145449 members 
Mstep: Class 8 contains 137573 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 86274 members 
Mstep: Class 11 contains 9267 members 
Mstep: Class 12 contains 120791 members 
Mstep: Class 13 contains 4822 members 
Mstep: Class 14 contains 146503 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11547 members 
Mstep: Class 17 contains 35340 members 
Mstep: Class 18 contains 77372 members 
Mstep: Class 19 contains 163078 members 
Mstep: Class 20 contains 101639 members 
Mstep: Class 21 contains 140321 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316224.000000 Penalty: 83749.968750
Iteration 369Q: 25 clusters Score -1.613162e+08 nChanged 11679
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54652 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 34703 members 
Mstep: Class 5 contains 13454 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145758 members 
Mstep: Class 8 contains 137798 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 86308 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 120566 members 
Mstep: Class 13 contains 4819 members 
Mstep: Class 14 contains 143374 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11495 members 
Mstep: Class 17 contains 35566 members 
Mstep: Class 18 contains 77443 members 
Mstep: Class 19 contains 164835 members 
Mstep: Class 20 contains 101545 members 
Mstep: Class 21 contains 141155 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315792.000000 Penalty: 83749.968750
Iteration 370Q: 25 clusters Score -1.613158e+08 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54535 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 34787 members 
Mstep: Class 5 contains 13498 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145823 members 
Mstep: Class 8 contains 138097 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 86435 members 
Mstep: Class 11 contains 9315 members 
Mstep: Class 12 contains 120337 members 
Mstep: Class 13 contains 4814 members 
Mstep: Class 14 contains 140482 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11447 members 
Mstep: Class 17 contains 35787 members 
Mstep: Class 18 contains 77530 members 
Mstep: Class 19 contains 166070 members 
Mstep: Class 20 contains 101498 members 
Mstep: Class 21 contains 142311 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315328.000000 Penalty: 83749.968750
Iteration 371Q: 25 clusters Score -1.613153e+08 nChanged 10929
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54411 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 34866 members 
Mstep: Class 5 contains 13546 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145728 members 
Mstep: Class 8 contains 138410 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 86600 members 
Mstep: Class 11 contains 9327 members 
Mstep: Class 12 contains 120177 members 
Mstep: Class 13 contains 4806 members 
Mstep: Class 14 contains 137895 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11371 members 
Mstep: Class 17 contains 36083 members 
Mstep: Class 18 contains 77585 members 
Mstep: Class 19 contains 166808 members 
Mstep: Class 20 contains 101511 members 
Mstep: Class 21 contains 143648 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315456.000000 Penalty: 83749.968750
Iteration 372Q: 25 clusters Score -1.613155e+08 nChanged 10326
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54295 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 34961 members 
Mstep: Class 5 contains 13599 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145698 members 
Mstep: Class 8 contains 138716 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 86767 members 
Mstep: Class 11 contains 9333 members 
Mstep: Class 12 contains 120105 members 
Mstep: Class 13 contains 4793 members 
Mstep: Class 14 contains 135651 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11327 members 
Mstep: Class 17 contains 36360 members 
Mstep: Class 18 contains 77627 members 
Mstep: Class 19 contains 167011 members 
Mstep: Class 20 contains 101619 members 
Mstep: Class 21 contains 144913 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315328.000000 Penalty: 83749.968750
Iteration 373Q: 25 clusters Score -1.613153e+08 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54165 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 35035 members 
Mstep: Class 5 contains 13652 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145698 members 
Mstep: Class 8 contains 139001 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 86972 members 
Mstep: Class 11 contains 9333 members 
Mstep: Class 12 contains 120052 members 
Mstep: Class 13 contains 4783 members 
Mstep: Class 14 contains 133725 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11316 members 
Mstep: Class 17 contains 36633 members 
Mstep: Class 18 contains 77672 members 
Mstep: Class 19 contains 167006 members 
Mstep: Class 20 contains 101705 members 
Mstep: Class 21 contains 146025 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315216.000000 Penalty: 83749.968750
Iteration 374Q: 25 clusters Score -1.613152e+08 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54051 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 35072 members 
Mstep: Class 5 contains 13694 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145711 members 
Mstep: Class 8 contains 139260 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 87216 members 
Mstep: Class 11 contains 9337 members 
Mstep: Class 12 contains 120073 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 132005 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11310 members 
Mstep: Class 17 contains 36924 members 
Mstep: Class 18 contains 77707 members 
Mstep: Class 19 contains 166835 members 
Mstep: Class 20 contains 101820 members 
Mstep: Class 21 contains 146986 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315056.000000 Penalty: 83749.968750
Iteration 375Q: 25 clusters Score -1.613151e+08 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53928 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 35110 members 
Mstep: Class 5 contains 13750 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145756 members 
Mstep: Class 8 contains 139497 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 87512 members 
Mstep: Class 11 contains 9348 members 
Mstep: Class 12 contains 120240 members 
Mstep: Class 13 contains 4764 members 
Mstep: Class 14 contains 130529 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11306 members 
Mstep: Class 17 contains 37226 members 
Mstep: Class 18 contains 77741 members 
Mstep: Class 19 contains 166470 members 
Mstep: Class 20 contains 101986 members 
Mstep: Class 21 contains 147611 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315632.000000 Penalty: 83749.968750
Iteration 376Q: 25 clusters Score -1.613156e+08 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53795 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 35189 members 
Mstep: Class 5 contains 13792 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145728 members 
Mstep: Class 8 contains 139725 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 87818 members 
Mstep: Class 11 contains 9358 members 
Mstep: Class 12 contains 120529 members 
Mstep: Class 13 contains 4760 members 
Mstep: Class 14 contains 129227 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11306 members 
Mstep: Class 17 contains 37469 members 
Mstep: Class 18 contains 77735 members 
Mstep: Class 19 contains 166097 members 
Mstep: Class 20 contains 102165 members 
Mstep: Class 21 contains 148082 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315680.000000 Penalty: 83749.968750
Iteration 377Q: 25 clusters Score -1.613157e+08 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53671 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 35250 members 
Mstep: Class 5 contains 13833 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145684 members 
Mstep: Class 8 contains 139932 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 88130 members 
Mstep: Class 11 contains 9358 members 
Mstep: Class 12 contains 120923 members 
Mstep: Class 13 contains 4751 members 
Mstep: Class 14 contains 128007 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11289 members 
Mstep: Class 17 contains 37721 members 
Mstep: Class 18 contains 77732 members 
Mstep: Class 19 contains 165674 members 
Mstep: Class 20 contains 102358 members 
Mstep: Class 21 contains 148461 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316288.000000 Penalty: 83749.968750
Iteration 378Q: 25 clusters Score -1.613163e+08 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53565 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 35287 members 
Mstep: Class 5 contains 13849 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145626 members 
Mstep: Class 8 contains 140085 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 88399 members 
Mstep: Class 11 contains 9360 members 
Mstep: Class 12 contains 121374 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 126970 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11302 members 
Mstep: Class 17 contains 37945 members 
Mstep: Class 18 contains 77736 members 
Mstep: Class 19 contains 165189 members 
Mstep: Class 20 contains 102601 members 
Mstep: Class 21 contains 148742 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316512.000000 Penalty: 83749.968750
Iteration 379Q: 25 clusters Score -1.613165e+08 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53466 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 35315 members 
Mstep: Class 5 contains 13861 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145566 members 
Mstep: Class 8 contains 140220 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 88673 members 
Mstep: Class 11 contains 9363 members 
Mstep: Class 12 contains 121844 members 
Mstep: Class 13 contains 4735 members 
Mstep: Class 14 contains 126041 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11330 members 
Mstep: Class 17 contains 38140 members 
Mstep: Class 18 contains 77719 members 
Mstep: Class 19 contains 164657 members 
Mstep: Class 20 contains 102825 members 
Mstep: Class 21 contains 149020 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317184.000000 Penalty: 83749.968750
Iteration 380F: 25 clusters Score -1.613172e+08 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53376 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 35349 members 
Mstep: Class 5 contains 13880 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145450 members 
Mstep: Class 8 contains 140308 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 88922 members 
Mstep: Class 11 contains 9351 members 
Mstep: Class 12 contains 122358 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 124619 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11369 members 
Mstep: Class 17 contains 38303 members 
Mstep: Class 18 contains 77684 members 
Mstep: Class 19 contains 164948 members 
Mstep: Class 20 contains 103030 members 
Mstep: Class 21 contains 149095 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316880.000000 Penalty: 83749.968750
Iteration 381Q: 25 clusters Score -1.613169e+08 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53305 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 35356 members 
Mstep: Class 5 contains 13893 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 145166 members 
Mstep: Class 8 contains 140454 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 89158 members 
Mstep: Class 11 contains 9350 members 
Mstep: Class 12 contains 122884 members 
Mstep: Class 13 contains 4729 members 
Mstep: Class 14 contains 123253 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11441 members 
Mstep: Class 17 contains 38510 members 
Mstep: Class 18 contains 77644 members 
Mstep: Class 19 contains 165227 members 
Mstep: Class 20 contains 103215 members 
Mstep: Class 21 contains 149191 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316368.000000 Penalty: 83749.968750
Iteration 382Q: 25 clusters Score -1.613164e+08 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53251 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 35391 members 
Mstep: Class 5 contains 13910 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 144869 members 
Mstep: Class 8 contains 140546 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 89432 members 
Mstep: Class 11 contains 9340 members 
Mstep: Class 12 contains 123405 members 
Mstep: Class 13 contains 4726 members 
Mstep: Class 14 contains 121966 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11479 members 
Mstep: Class 17 contains 38723 members 
Mstep: Class 18 contains 77616 members 
Mstep: Class 19 contains 165386 members 
Mstep: Class 20 contains 103487 members 
Mstep: Class 21 contains 149248 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316592.000000 Penalty: 83749.968750
Iteration 383Q: 25 clusters Score -1.613166e+08 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53202 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 35423 members 
Mstep: Class 5 contains 13930 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 144663 members 
Mstep: Class 8 contains 140644 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 89629 members 
Mstep: Class 11 contains 9341 members 
Mstep: Class 12 contains 123939 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 120701 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 38963 members 
Mstep: Class 18 contains 77587 members 
Mstep: Class 19 contains 165431 members 
Mstep: Class 20 contains 103738 members 
Mstep: Class 21 contains 149349 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316832.000000 Penalty: 83749.968750
Iteration 384Q: 25 clusters Score -1.613168e+08 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53164 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 35484 members 
Mstep: Class 5 contains 13969 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 144510 members 
Mstep: Class 8 contains 140754 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 89856 members 
Mstep: Class 11 contains 9333 members 
Mstep: Class 12 contains 124484 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 119504 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11502 members 
Mstep: Class 17 contains 39203 members 
Mstep: Class 18 contains 77572 members 
Mstep: Class 19 contains 165341 members 
Mstep: Class 20 contains 103982 members 
Mstep: Class 21 contains 149396 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316752.000000 Penalty: 83749.968750
Iteration 385Q: 25 clusters Score -1.613168e+08 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53108 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 35525 members 
Mstep: Class 5 contains 13986 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 144316 members 
Mstep: Class 8 contains 140874 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 90083 members 
Mstep: Class 11 contains 9325 members 
Mstep: Class 12 contains 125002 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 118388 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11505 members 
Mstep: Class 17 contains 39462 members 
Mstep: Class 18 contains 77567 members 
Mstep: Class 19 contains 165160 members 
Mstep: Class 20 contains 104224 members 
Mstep: Class 21 contains 149529 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317264.000000 Penalty: 83749.968750
Iteration 386Q: 25 clusters Score -1.613173e+08 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53074 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 35567 members 
Mstep: Class 5 contains 13991 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 144113 members 
Mstep: Class 8 contains 140983 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 90259 members 
Mstep: Class 11 contains 9324 members 
Mstep: Class 12 contains 125583 members 
Mstep: Class 13 contains 4714 members 
Mstep: Class 14 contains 117322 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 39703 members 
Mstep: Class 18 contains 77544 members 
Mstep: Class 19 contains 165002 members 
Mstep: Class 20 contains 104414 members 
Mstep: Class 21 contains 149659 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161317616.000000 Penalty: 83749.968750
Iteration 387Q: 25 clusters Score -1.613176e+08 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53020 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 35621 members 
Mstep: Class 5 contains 14004 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 143960 members 
Mstep: Class 8 contains 141104 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 90428 members 
Mstep: Class 11 contains 9328 members 
Mstep: Class 12 contains 126155 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 116307 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11546 members 
Mstep: Class 17 contains 39945 members 
Mstep: Class 18 contains 77541 members 
Mstep: Class 19 contains 164784 members 
Mstep: Class 20 contains 104605 members 
Mstep: Class 21 contains 149722 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318176.000000 Penalty: 83749.968750
Iteration 388Q: 25 clusters Score -1.613182e+08 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52965 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 35679 members 
Mstep: Class 5 contains 14008 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 143731 members 
Mstep: Class 8 contains 141225 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 90625 members 
Mstep: Class 11 contains 9327 members 
Mstep: Class 12 contains 126745 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 115348 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11585 members 
Mstep: Class 17 contains 40196 members 
Mstep: Class 18 contains 77528 members 
Mstep: Class 19 contains 164621 members 
Mstep: Class 20 contains 104783 members 
Mstep: Class 21 contains 149713 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318208.000000 Penalty: 83749.968750
Iteration 389Q: 25 clusters Score -1.613182e+08 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52912 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 35746 members 
Mstep: Class 5 contains 14009 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 143481 members 
Mstep: Class 8 contains 141337 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 90819 members 
Mstep: Class 11 contains 9317 members 
Mstep: Class 12 contains 127404 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 114442 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11628 members 
Mstep: Class 17 contains 40428 members 
Mstep: Class 18 contains 77503 members 
Mstep: Class 19 contains 164483 members 
Mstep: Class 20 contains 104968 members 
Mstep: Class 21 contains 149604 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161318640.000000 Penalty: 83749.968750
Iteration 390Q: 25 clusters Score -1.613186e+08 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52867 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 35803 members 
Mstep: Class 5 contains 14008 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 143103 members 
Mstep: Class 8 contains 141441 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 90978 members 
Mstep: Class 11 contains 9302 members 
Mstep: Class 12 contains 128058 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 113581 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11657 members 
Mstep: Class 17 contains 40636 members 
Mstep: Class 18 contains 77489 members 
Mstep: Class 19 contains 164483 members 
Mstep: Class 20 contains 105163 members 
Mstep: Class 21 contains 149518 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319296.000000 Penalty: 83749.968750
Iteration 391Q: 25 clusters Score -1.613193e+08 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52852 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 35844 members 
Mstep: Class 5 contains 14019 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 142789 members 
Mstep: Class 8 contains 141542 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 91129 members 
Mstep: Class 11 contains 9302 members 
Mstep: Class 12 contains 128650 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 112773 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11662 members 
Mstep: Class 17 contains 40807 members 
Mstep: Class 18 contains 77484 members 
Mstep: Class 19 contains 164467 members 
Mstep: Class 20 contains 105322 members 
Mstep: Class 21 contains 149451 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319296.000000 Penalty: 83749.968750
Iteration 392Q: 25 clusters Score -1.613193e+08 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52832 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 35855 members 
Mstep: Class 5 contains 14043 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 142536 members 
Mstep: Class 8 contains 141612 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 91263 members 
Mstep: Class 11 contains 9299 members 
Mstep: Class 12 contains 129217 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 111989 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11656 members 
Mstep: Class 17 contains 40973 members 
Mstep: Class 18 contains 77473 members 
Mstep: Class 19 contains 164418 members 
Mstep: Class 20 contains 105474 members 
Mstep: Class 21 contains 149462 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319792.000000 Penalty: 83749.968750
Iteration 393Q: 25 clusters Score -1.613198e+08 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52813 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 35875 members 
Mstep: Class 5 contains 14045 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 142253 members 
Mstep: Class 8 contains 141680 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 91435 members 
Mstep: Class 11 contains 9299 members 
Mstep: Class 12 contains 129795 members 
Mstep: Class 13 contains 4666 members 
Mstep: Class 14 contains 111216 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11661 members 
Mstep: Class 17 contains 41145 members 
Mstep: Class 18 contains 77452 members 
Mstep: Class 19 contains 164324 members 
Mstep: Class 20 contains 105641 members 
Mstep: Class 21 contains 149474 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319968.000000 Penalty: 83749.968750
Iteration 394Q: 25 clusters Score -1.6132e+08 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52778 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 35881 members 
Mstep: Class 5 contains 14060 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 141989 members 
Mstep: Class 8 contains 141776 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 91588 members 
Mstep: Class 11 contains 9303 members 
Mstep: Class 12 contains 130335 members 
Mstep: Class 13 contains 4660 members 
Mstep: Class 14 contains 110480 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11653 members 
Mstep: Class 17 contains 41288 members 
Mstep: Class 18 contains 77445 members 
Mstep: Class 19 contains 164229 members 
Mstep: Class 20 contains 105773 members 
Mstep: Class 21 contains 149535 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320368.000000 Penalty: 83749.968750
Iteration 395Q: 25 clusters Score -1.613204e+08 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52754 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 35885 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 141734 members 
Mstep: Class 8 contains 141887 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 91718 members 
Mstep: Class 11 contains 9303 members 
Mstep: Class 12 contains 130866 members 
Mstep: Class 13 contains 4652 members 
Mstep: Class 14 contains 109814 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11680 members 
Mstep: Class 17 contains 41421 members 
Mstep: Class 18 contains 77463 members 
Mstep: Class 19 contains 164082 members 
Mstep: Class 20 contains 105909 members 
Mstep: Class 21 contains 149541 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320704.000000 Penalty: 83749.968750
Iteration 396Q: 25 clusters Score -1.613207e+08 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52738 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 35891 members 
Mstep: Class 5 contains 14061 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 141399 members 
Mstep: Class 8 contains 142020 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 91820 members 
Mstep: Class 11 contains 9302 members 
Mstep: Class 12 contains 131437 members 
Mstep: Class 13 contains 4651 members 
Mstep: Class 14 contains 109140 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11685 members 
Mstep: Class 17 contains 41554 members 
Mstep: Class 18 contains 77468 members 
Mstep: Class 19 contains 163947 members 
Mstep: Class 20 contains 106082 members 
Mstep: Class 21 contains 149576 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320592.000000 Penalty: 83749.968750
Iteration 397Q: 25 clusters Score -1.613206e+08 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52719 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 35904 members 
Mstep: Class 5 contains 14068 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 141084 members 
Mstep: Class 8 contains 142143 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 91883 members 
Mstep: Class 11 contains 9305 members 
Mstep: Class 12 contains 132009 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 108418 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11668 members 
Mstep: Class 17 contains 41709 members 
Mstep: Class 18 contains 77464 members 
Mstep: Class 19 contains 163837 members 
Mstep: Class 20 contains 106265 members 
Mstep: Class 21 contains 149651 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320800.000000 Penalty: 83749.968750
Iteration 398Q: 25 clusters Score -1.613208e+08 nChanged 4633
Entering ConstructFrom: 
Score: -161320800.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -92251.382812 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -92251.38 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 453 members 
Entering Unmasked Estep 
Score: -90439.914062 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -90439.91 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -90923.796875 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -90923.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91297.546875 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -91297.55 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91589.953125 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -91589.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -91877.320312 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -91877.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -92090.773438 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -92090.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -92206.242188 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -92206.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -92296.734375 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -92296.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -92327.437500 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -92327.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -92333.140625 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -92333.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -92333.140625 Penalty: 3342.123535
	Iteration 10F: 3 clusters Score -92333.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 52710 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 35928 members 
Mstep: Class 5 contains 14079 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 140800 members 
Mstep: Class 8 contains 142278 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 91913 members 
Mstep: Class 11 contains 9305 members 
Mstep: Class 12 contains 132546 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 107725 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11676 members 
Mstep: Class 17 contains 41837 members 
Mstep: Class 18 contains 77463 members 
Mstep: Class 19 contains 163745 members 
Mstep: Class 20 contains 106450 members 
Mstep: Class 21 contains 149675 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 325 members 
Entering Unmasked Estep 
Score: -161319280.000000 Penalty: 87239.546875
Splitting cluster 1 changes total score from -161320800.000000 to -161319280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (52710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Entering Unmasked Estep 
Score: -6504443.000000 Penalty: 2696.395020
	Iteration 0F: 2 clusters Score -6504443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -6468834.500000 Penalty: 5392.790039
	Iteration 0F: 3 clusters Score -6468834 nChanged 24431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -6482298.500000 Penalty: 5392.790039
	Iteration 1F: 3 clusters Score -6482298 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -6482799.500000 Penalty: 5392.790039
	Iteration 2Q: 3 clusters Score -6482800 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -6483227.000000 Penalty: 5392.790039
	Iteration 3Q: 3 clusters Score -6483227 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -6483715.000000 Penalty: 5392.790039
	Iteration 4Q: 3 clusters Score -6483715 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -6484204.000000 Penalty: 5392.790039
	Iteration 5Q: 3 clusters Score -6484204 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -6484816.500000 Penalty: 5392.790039
	Iteration 6Q: 3 clusters Score -6484816 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -6485480.000000 Penalty: 5392.790039
	Iteration 7Q: 3 clusters Score -6485480 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -6486394.500000 Penalty: 5392.790039
	Iteration 8Q: 3 clusters Score -6486394 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -6487291.000000 Penalty: 5392.790039
	Iteration 9Q: 3 clusters Score -6487291 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -6488369.500000 Penalty: 5392.790039
	Iteration 10Q: 3 clusters Score -6488370 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -6489625.000000 Penalty: 5392.790039
	Iteration 11Q: 3 clusters Score -6489625 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -6491152.000000 Penalty: 5392.790039
	Iteration 12F: 3 clusters Score -6491152 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -6492897.500000 Penalty: 5392.790039
	Iteration 13F: 3 clusters Score -6492898 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -6494899.000000 Penalty: 5392.790039
	Iteration 14F: 3 clusters Score -6494899 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -6497091.500000 Penalty: 5392.790039
	Iteration 15F: 3 clusters Score -6497092 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -6498970.500000 Penalty: 5392.790039
	Iteration 16Q: 3 clusters Score -6498970 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -6500319.500000 Penalty: 5392.790039
	Iteration 17Q: 3 clusters Score -6500320 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -6501154.000000 Penalty: 5392.790039
	Iteration 18Q: 3 clusters Score -6501154 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -6501567.500000 Penalty: 5392.790039
	Iteration 19Q: 3 clusters Score -6501568 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -6501774.500000 Penalty: 5392.790039
	Iteration 20F: 3 clusters Score -6501774 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -6501908.000000 Penalty: 5392.790039
	Iteration 21Q: 3 clusters Score -6501908 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -6501977.500000 Penalty: 5392.790039
	Iteration 22Q: 3 clusters Score -6501978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -6502032.000000 Penalty: 5392.790039
	Iteration 23Q: 3 clusters Score -6502032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -6502077.500000 Penalty: 5392.790039
	Iteration 24Q: 3 clusters Score -6502078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -6502106.500000 Penalty: 5392.790039
	Iteration 25Q: 3 clusters Score -6502106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -6502114.000000 Penalty: 5392.790039
	Iteration 26Q: 3 clusters Score -6502114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -6502124.500000 Penalty: 5392.790039
	Iteration 27Q: 3 clusters Score -6502124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -6502138.500000 Penalty: 5392.790039
	Iteration 28Q: 3 clusters Score -6502138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -6502144.000000 Penalty: 5392.790039
	Iteration 29Q: 3 clusters Score -6502144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -6502150.500000 Penalty: 5392.790039
	Iteration 30Q: 3 clusters Score -6502150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -6502152.500000 Penalty: 5392.790039
	Iteration 31Q: 3 clusters Score -6502152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -6502156.000000 Penalty: 5392.790039
	Iteration 32Q: 3 clusters Score -6502156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -6502153.500000 Penalty: 5392.790039
	Iteration 33Q: 3 clusters Score -6502154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -6502154.500000 Penalty: 5392.790039
	Iteration 34Q: 3 clusters Score -6502154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -6502161.500000 Penalty: 5392.790039
	Iteration 35Q: 3 clusters Score -6502162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -6502161.500000 Penalty: 5392.790039
	Iteration 36Q: 3 clusters Score -6502162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -6502155.000000 Penalty: 5392.790039
	Iteration 37Q: 3 clusters Score -6502155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -6502160.000000 Penalty: 5392.790039
	Iteration 38Q: 3 clusters Score -6502160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -6502154.500000 Penalty: 5392.790039
	Iteration 39Q: 3 clusters Score -6502154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -6502158.500000 Penalty: 5392.790039
	Iteration 40F: 3 clusters Score -6502158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -6502157.500000 Penalty: 5392.790039
	Iteration 41Q: 3 clusters Score -6502158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -6502157.500000 Penalty: 5392.790039
	Iteration 42F: 3 clusters Score -6502158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -127057.859375 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -127057.9 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 571 members 
Entering Unmasked Estep 
Score: -125154.609375 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -125154.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -125691.109375 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -125691.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -125903.843750 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -125903.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -126035.625000 Penalty: 3480.238281
	Iteration 3F: 3 clusters Score -126035.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -126135.703125 Penalty: 3480.238281
	Iteration 4Q: 3 clusters Score -126135.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -126184.609375 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -126184.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -126219.679688 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -126219.7 nChanged 14
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: -126246.726562 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -126246.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -126276.789062 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -126276.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -126307.882812 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -126307.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -126331.406250 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -126331.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -126354.960938 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -126355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -126374.398438 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -126374.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -126391.351562 Penalty: 3480.238281
	Iteration 13Q: 3 clusters Score -126391.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -126420.625000 Penalty: 3480.238281
	Iteration 14Q: 3 clusters Score -126420.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -126428.171875 Penalty: 3480.238281
	Iteration 15Q: 3 clusters Score -126428.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -126433.046875 Penalty: 3480.238281
	Iteration 16Q: 3 clusters Score -126433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -126438.250000 Penalty: 3480.238281
	Iteration 17Q: 3 clusters Score -126438.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -126449.210938 Penalty: 3480.238281
	Iteration 18Q: 3 clusters Score -126449.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -126464.296875 Penalty: 3480.238281
	Iteration 19Q: 3 clusters Score -126464.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -126478.867188 Penalty: 3480.238281
	Iteration 20F: 3 clusters Score -126478.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -126503.078125 Penalty: 3480.238281
	Iteration 21Q: 3 clusters Score -126503.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -126540.070312 Penalty: 3480.238281
	Iteration 22Q: 3 clusters Score -126540.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -126609.312500 Penalty: 3480.238281
	Iteration 23Q: 3 clusters Score -126609.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -126673.843750 Penalty: 3480.238281
	Iteration 24Q: 3 clusters Score -126673.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -126721.187500 Penalty: 3480.238281
	Iteration 25Q: 3 clusters Score -126721.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -126748.812500 Penalty: 3480.238281
	Iteration 26Q: 3 clusters Score -126748.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -126758.273438 Penalty: 3480.238281
	Iteration 27Q: 3 clusters Score -126758.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -126766.382812 Penalty: 3480.238281
	Iteration 28Q: 3 clusters Score -126766.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -126770.382812 Penalty: 3480.238281
	Iteration 29Q: 3 clusters Score -126770.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -126780.914062 Penalty: 3480.238281
	Iteration 30Q: 3 clusters Score -126780.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -126787.640625 Penalty: 3480.238281
	Iteration 31Q: 3 clusters Score -126787.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -126794.515625 Penalty: 3480.238281
	Iteration 32Q: 3 clusters Score -126794.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -126794.515625 Penalty: 3480.238281
	Iteration 33F: 3 clusters Score -126794.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Entering Unmasked Estep 
Score: -4609134.000000 Penalty: 2601.339600
	Iteration 0F: 2 clusters Score -4609134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -4584689.500000 Penalty: 5202.679199
	Iteration 0F: 3 clusters Score -4584690 nChanged 16413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -4593441.500000 Penalty: 5202.679199
	Iteration 1F: 3 clusters Score -4593442 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -4593891.500000 Penalty: 5202.679199
	Iteration 2Q: 3 clusters Score -4593892 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -4594338.000000 Penalty: 5202.679199
	Iteration 3Q: 3 clusters Score -4594338 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -4594773.000000 Penalty: 5202.679199
	Iteration 4Q: 3 clusters Score -4594773 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -4595320.000000 Penalty: 5202.679199
	Iteration 5Q: 3 clusters Score -4595320 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -4596016.000000 Penalty: 5202.679199
	Iteration 6Q: 3 clusters Score -4596016 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -4596885.000000 Penalty: 5202.679199
	Iteration 7Q: 3 clusters Score -4596885 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -4597903.000000 Penalty: 5202.679199
	Iteration 8Q: 3 clusters Score -4597903 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -4599027.500000 Penalty: 5202.679199
	Iteration 9Q: 3 clusters Score -4599028 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -4600156.500000 Penalty: 5202.679199
	Iteration 10Q: 3 clusters Score -4600156 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -4601149.000000 Penalty: 5202.679199
	Iteration 11Q: 3 clusters Score -4601149 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -4601985.500000 Penalty: 5202.679199
	Iteration 12Q: 3 clusters Score -4601986 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -4602573.000000 Penalty: 5202.679199
	Iteration 13Q: 3 clusters Score -4602573 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -4602998.000000 Penalty: 5202.679199
	Iteration 14Q: 3 clusters Score -4602998 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -4603271.500000 Penalty: 5202.679199
	Iteration 15Q: 3 clusters Score -4603272 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -4603461.500000 Penalty: 5202.679199
	Iteration 16Q: 3 clusters Score -4603462 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -4603636.000000 Penalty: 5202.679199
	Iteration 17Q: 3 clusters Score -4603636 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -4603826.500000 Penalty: 5202.679199
	Iteration 18Q: 3 clusters Score -4603826 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -4604047.500000 Penalty: 5202.679199
	Iteration 19Q: 3 clusters Score -4604048 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -4604260.000000 Penalty: 5202.679199
	Iteration 20F: 3 clusters Score -4604260 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -4604535.000000 Penalty: 5202.679199
	Iteration 21Q: 3 clusters Score -4604535 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -4604839.000000 Penalty: 5202.679199
	Iteration 22Q: 3 clusters Score -4604839 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -4605113.500000 Penalty: 5202.679199
	Iteration 23Q: 3 clusters Score -4605114 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4605425.500000 Penalty: 5202.679199
	Iteration 24Q: 3 clusters Score -4605426 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -4605763.000000 Penalty: 5202.679199
	Iteration 25Q: 3 clusters Score -4605763 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -4606073.500000 Penalty: 5202.679199
	Iteration 26Q: 3 clusters Score -4606074 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -4606293.500000 Penalty: 5202.679199
	Iteration 27Q: 3 clusters Score -4606294 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -4606436.500000 Penalty: 5202.679199
	Iteration 28Q: 3 clusters Score -4606436 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -4606529.500000 Penalty: 5202.679199
	Iteration 29Q: 3 clusters Score -4606530 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -4606595.500000 Penalty: 5202.679199
	Iteration 30Q: 3 clusters Score -4606596 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -4606614.000000 Penalty: 5202.679199
	Iteration 31Q: 3 clusters Score -4606614 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -4606658.000000 Penalty: 5202.679199
	Iteration 32Q: 3 clusters Score -4606658 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -4606686.000000 Penalty: 5202.679199
	Iteration 33Q: 3 clusters Score -4606686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -4606692.000000 Penalty: 5202.679199
	Iteration 34Q: 3 clusters Score -4606692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -4606707.000000 Penalty: 5202.679199
	Iteration 35Q: 3 clusters Score -4606707 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -4606729.000000 Penalty: 5202.679199
	Iteration 36Q: 3 clusters Score -4606729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -4606735.500000 Penalty: 5202.679199
	Iteration 37Q: 3 clusters Score -4606736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -4606746.500000 Penalty: 5202.679199
	Iteration 38Q: 3 clusters Score -4606746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -4606749.500000 Penalty: 5202.679199
	Iteration 39Q: 3 clusters Score -4606750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -4606755.000000 Penalty: 5202.679199
	Iteration 40F: 3 clusters Score -4606755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -4606762.000000 Penalty: 5202.679199
	Iteration 41Q: 3 clusters Score -4606762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -4606770.500000 Penalty: 5202.679199
	Iteration 42Q: 3 clusters Score -4606770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -4606779.500000 Penalty: 5202.679199
	Iteration 43Q: 3 clusters Score -4606780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -4606782.500000 Penalty: 5202.679199
	Iteration 44Q: 3 clusters Score -4606782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -4606792.000000 Penalty: 5202.679199
	Iteration 45Q: 3 clusters Score -4606792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -4606800.000000 Penalty: 5202.679199
	Iteration 46Q: 3 clusters Score -4606800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -4606804.500000 Penalty: 5202.679199
	Iteration 47Q: 3 clusters Score -4606804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -4606809.000000 Penalty: 5202.679199
	Iteration 48Q: 3 clusters Score -4606809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -4606814.500000 Penalty: 5202.679199
	Iteration 49Q: 3 clusters Score -4606814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -4606825.000000 Penalty: 5202.679199
	Iteration 50Q: 3 clusters Score -4606825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4606831.500000 Penalty: 5202.679199
	Iteration 51Q: 3 clusters Score -4606832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -4606827.500000 Penalty: 5202.679199
	Iteration 52Q: 3 clusters Score -4606828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -4606832.000000 Penalty: 5202.679199
	Iteration 53Q: 3 clusters Score -4606832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -4606833.500000 Penalty: 5202.679199
	Iteration 54Q: 3 clusters Score -4606834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -4606838.500000 Penalty: 5202.679199
	Iteration 55Q: 3 clusters Score -4606838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -4606842.000000 Penalty: 5202.679199
	Iteration 56Q: 3 clusters Score -4606842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -4606849.000000 Penalty: 5202.679199
	Iteration 57Q: 3 clusters Score -4606849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -4606855.500000 Penalty: 5202.679199
	Iteration 58Q: 3 clusters Score -4606856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -4606858.000000 Penalty: 5202.679199
	Iteration 59Q: 3 clusters Score -4606858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -4606860.000000 Penalty: 5202.679199
	Iteration 60F: 3 clusters Score -4606860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -4606860.000000 Penalty: 5202.679199
	Iteration 61Q: 3 clusters Score -4606860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -4606861.000000 Penalty: 5202.679199
	Iteration 62Q: 3 clusters Score -4606861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -4606858.500000 Penalty: 5202.679199
	Iteration 63Q: 3 clusters Score -4606858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -4606859.000000 Penalty: 5202.679199
	Iteration 64Q: 3 clusters Score -4606859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -4606859.000000 Penalty: 5202.679199
	Iteration 65Q: 3 clusters Score -4606859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -4606860.500000 Penalty: 5202.679199
	Iteration 66Q: 3 clusters Score -4606860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -4606859.000000 Penalty: 5202.679199
	Iteration 67Q: 3 clusters Score -4606859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -4606859.000000 Penalty: 5202.679199
	Iteration 68Q: 3 clusters Score -4606859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -4606859.000000 Penalty: 5202.679199
	Iteration 69Q: 3 clusters Score -4606859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -4606859.000000 Penalty: 5202.679199
	Iteration 70F: 3 clusters Score -4606859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Entering Unmasked Estep 
Score: -1778815.875000 Penalty: 2369.005127
	Iteration 0F: 2 clusters Score -1778816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1768535.250000 Penalty: 4738.010254
	Iteration 0F: 3 clusters Score -1768535 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1771678.625000 Penalty: 4738.010254
	Iteration 1F: 3 clusters Score -1771679 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1772011.250000 Penalty: 4738.010254
	Iteration 2F: 3 clusters Score -1772011 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1772326.375000 Penalty: 4738.010254
	Iteration 3Q: 3 clusters Score -1772326 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1772674.750000 Penalty: 4738.010254
	Iteration 4Q: 3 clusters Score -1772675 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1773069.875000 Penalty: 4738.010254
	Iteration 5F: 3 clusters Score -1773070 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1773504.750000 Penalty: 4738.010254
	Iteration 6F: 3 clusters Score -1773505 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1773972.750000 Penalty: 4738.010254
	Iteration 7F: 3 clusters Score -1773973 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1774486.125000 Penalty: 4738.010254
	Iteration 8F: 3 clusters Score -1774486 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1775009.750000 Penalty: 4738.010254
	Iteration 9Q: 3 clusters Score -1775010 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1775551.750000 Penalty: 4738.010254
	Iteration 10Q: 3 clusters Score -1775552 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1776017.375000 Penalty: 4738.010254
	Iteration 11Q: 3 clusters Score -1776017 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1776345.000000 Penalty: 4738.010254
	Iteration 12Q: 3 clusters Score -1776345 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1776615.000000 Penalty: 4738.010254
	Iteration 13Q: 3 clusters Score -1776615 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1776775.375000 Penalty: 4738.010254
	Iteration 14Q: 3 clusters Score -1776775 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1776872.750000 Penalty: 4738.010254
	Iteration 15Q: 3 clusters Score -1776873 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1776929.625000 Penalty: 4738.010254
	Iteration 16Q: 3 clusters Score -1776930 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1776970.375000 Penalty: 4738.010254
	Iteration 17Q: 3 clusters Score -1776970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1777004.000000 Penalty: 4738.010254
	Iteration 18Q: 3 clusters Score -1777004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1777017.875000 Penalty: 4738.010254
	Iteration 19Q: 3 clusters Score -1777018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1777025.750000 Penalty: 4738.010254
	Iteration 20F: 3 clusters Score -1777026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1777033.375000 Penalty: 4738.010254
	Iteration 21Q: 3 clusters Score -1777033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1777038.875000 Penalty: 4738.010254
	Iteration 22Q: 3 clusters Score -1777039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1777045.875000 Penalty: 4738.010254
	Iteration 23Q: 3 clusters Score -1777046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1777046.500000 Penalty: 4738.010254
	Iteration 24Q: 3 clusters Score -1777046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1777049.875000 Penalty: 4738.010254
	Iteration 25Q: 3 clusters Score -1777050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1777054.625000 Penalty: 4738.010254
	Iteration 26Q: 3 clusters Score -1777055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1777056.875000 Penalty: 4738.010254
	Iteration 27Q: 3 clusters Score -1777057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1777060.125000 Penalty: 4738.010254
	Iteration 28Q: 3 clusters Score -1777060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1777061.500000 Penalty: 4738.010254
	Iteration 29Q: 3 clusters Score -1777062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1777063.750000 Penalty: 4738.010254
	Iteration 30Q: 3 clusters Score -1777064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1777069.875000 Penalty: 4738.010254
	Iteration 31Q: 3 clusters Score -1777070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1777070.375000 Penalty: 4738.010254
	Iteration 32Q: 3 clusters Score -1777070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1777072.750000 Penalty: 4738.010254
	Iteration 33Q: 3 clusters Score -1777073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1777073.375000 Penalty: 4738.010254
	Iteration 34Q: 3 clusters Score -1777073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1777072.375000 Penalty: 4738.010254
	Iteration 35Q: 3 clusters Score -1777072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1777073.750000 Penalty: 4738.010254
	Iteration 36Q: 3 clusters Score -1777074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1777074.375000 Penalty: 4738.010254
	Iteration 37Q: 3 clusters Score -1777074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1777076.125000 Penalty: 4738.010254
	Iteration 38Q: 3 clusters Score -1777076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1777077.625000 Penalty: 4738.010254
	Iteration 39Q: 3 clusters Score -1777078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1777078.250000 Penalty: 4738.010254
	Iteration 40F: 3 clusters Score -1777078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1777079.750000 Penalty: 4738.010254
	Iteration 41Q: 3 clusters Score -1777080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1777079.250000 Penalty: 4738.010254
	Iteration 42Q: 3 clusters Score -1777079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1777081.500000 Penalty: 4738.010254
	Iteration 43Q: 3 clusters Score -1777082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1777081.500000 Penalty: 4738.010254
	Iteration 44F: 3 clusters Score -1777082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -44969.910156 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -44969.91 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 225 members 
Entering Unmasked Estep 
Score: -43573.386719 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -43573.39 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43854.566406 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -43854.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43997.675781 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -43997.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44091.664062 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -44091.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44149.792969 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -44149.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44180.570312 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -44180.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44197.140625 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -44197.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44234.597656 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -44234.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44273.398438 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -44273.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44337.078125 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -44337.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44446.972656 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -44446.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44488.742188 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -44488.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44512.144531 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -44512.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44520.070312 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -44520.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44524.750000 Penalty: 3022.410645
	Iteration 14Q: 3 clusters Score -44524.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44524.750000 Penalty: 3022.410645
	Iteration 15F: 3 clusters Score -44524.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (140800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140800 members 
Entering Unmasked Estep 
Score: -17892670.000000 Penalty: 2940.063721
	Iteration 0F: 2 clusters Score -1.789267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70372 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -17798266.000000 Penalty: 5880.127441
	Iteration 0F: 3 clusters Score -1.779827e+07 nChanged 67129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -17837222.000000 Penalty: 5880.127441
	Iteration 1F: 3 clusters Score -1.783722e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 73296 members 
Entering Unmasked Estep 
Score: -17838244.000000 Penalty: 5880.127441
	Iteration 2Q: 3 clusters Score -1.783824e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65450 members 
Mstep: Class 2 contains 75350 members 
Entering Unmasked Estep 
Score: -17839550.000000 Penalty: 5880.127441
	Iteration 3Q: 3 clusters Score -1.783955e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 78418 members 
Entering Unmasked Estep 
Score: -17841444.000000 Penalty: 5880.127441
	Iteration 4Q: 3 clusters Score -1.784144e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 82831 members 
Entering Unmasked Estep 
Score: -17844512.000000 Penalty: 5880.127441
	Iteration 5Q: 3 clusters Score -1.784451e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 89022 members 
Entering Unmasked Estep 
Score: -17849486.000000 Penalty: 5880.127441
	Iteration 6F: 3 clusters Score -1.784949e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 96739 members 
Entering Unmasked Estep 
Score: -17856880.000000 Penalty: 5880.127441
	Iteration 7F: 3 clusters Score -1.785688e+07 nChanged 10442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 105047 members 
Entering Unmasked Estep 
Score: -17865844.000000 Penalty: 5880.127441
	Iteration 8F: 3 clusters Score -1.786584e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 112389 members 
Entering Unmasked Estep 
Score: -17874492.000000 Penalty: 5880.127441
	Iteration 9F: 3 clusters Score -1.787449e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 117516 members 
Entering Unmasked Estep 
Score: -17880642.000000 Penalty: 5880.127441
	Iteration 10Q: 3 clusters Score -1.788064e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 120669 members 
Entering Unmasked Estep 
Score: -17884080.000000 Penalty: 5880.127441
	Iteration 11Q: 3 clusters Score -1.788408e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 122887 members 
Entering Unmasked Estep 
Score: -17886074.000000 Penalty: 5880.127441
	Iteration 12Q: 3 clusters Score -1.788607e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 124608 members 
Entering Unmasked Estep 
Score: -17887366.000000 Penalty: 5880.127441
	Iteration 13Q: 3 clusters Score -1.788737e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 125988 members 
Entering Unmasked Estep 
Score: -17888220.000000 Penalty: 5880.127441
	Iteration 14Q: 3 clusters Score -1.788822e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 127127 members 
Entering Unmasked Estep 
Score: -17888880.000000 Penalty: 5880.127441
	Iteration 15Q: 3 clusters Score -1.788888e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 128115 members 
Entering Unmasked Estep 
Score: -17889334.000000 Penalty: 5880.127441
	Iteration 16Q: 3 clusters Score -1.788933e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 128924 members 
Entering Unmasked Estep 
Score: -17889648.000000 Penalty: 5880.127441
	Iteration 17Q: 3 clusters Score -1.788965e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 129536 members 
Entering Unmasked Estep 
Score: -17889758.000000 Penalty: 5880.127441
	Iteration 18Q: 3 clusters Score -1.788976e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 130102 members 
Entering Unmasked Estep 
Score: -17889884.000000 Penalty: 5880.127441
	Iteration 19Q: 3 clusters Score -1.788988e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 130656 members 
Entering Unmasked Estep 
Score: -17890102.000000 Penalty: 5880.127441
	Iteration 20F: 3 clusters Score -1.78901e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 131151 members 
Entering Unmasked Estep 
Score: -17890324.000000 Penalty: 5880.127441
	Iteration 21Q: 3 clusters Score -1.789032e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 131622 members 
Entering Unmasked Estep 
Score: -17890456.000000 Penalty: 5880.127441
	Iteration 22Q: 3 clusters Score -1.789046e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 132049 members 
Entering Unmasked Estep 
Score: -17890546.000000 Penalty: 5880.127441
	Iteration 23Q: 3 clusters Score -1.789055e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 132466 members 
Entering Unmasked Estep 
Score: -17890702.000000 Penalty: 5880.127441
	Iteration 24Q: 3 clusters Score -1.78907e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 132819 members 
Entering Unmasked Estep 
Score: -17890850.000000 Penalty: 5880.127441
	Iteration 25Q: 3 clusters Score -1.789085e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 133154 members 
Entering Unmasked Estep 
Score: -17890920.000000 Penalty: 5880.127441
	Iteration 26Q: 3 clusters Score -1.789092e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 133452 members 
Entering Unmasked Estep 
Score: -17891064.000000 Penalty: 5880.127441
	Iteration 27Q: 3 clusters Score -1.789106e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 133724 members 
Entering Unmasked Estep 
Score: -17891098.000000 Penalty: 5880.127441
	Iteration 28Q: 3 clusters Score -1.78911e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 133982 members 
Entering Unmasked Estep 
Score: -17891206.000000 Penalty: 5880.127441
	Iteration 29Q: 3 clusters Score -1.789121e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 134212 members 
Entering Unmasked Estep 
Score: -17891282.000000 Penalty: 5880.127441
	Iteration 30Q: 3 clusters Score -1.789128e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 134419 members 
Entering Unmasked Estep 
Score: -17891292.000000 Penalty: 5880.127441
	Iteration 31Q: 3 clusters Score -1.789129e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 134595 members 
Entering Unmasked Estep 
Score: -17891316.000000 Penalty: 5880.127441
	Iteration 32Q: 3 clusters Score -1.789132e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 134744 members 
Entering Unmasked Estep 
Score: -17891368.000000 Penalty: 5880.127441
	Iteration 33Q: 3 clusters Score -1.789137e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 134879 members 
Entering Unmasked Estep 
Score: -17891378.000000 Penalty: 5880.127441
	Iteration 34Q: 3 clusters Score -1.789138e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 135015 members 
Entering Unmasked Estep 
Score: -17891352.000000 Penalty: 5880.127441
	Iteration 35Q: 3 clusters Score -1.789135e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 135148 members 
Entering Unmasked Estep 
Score: -17891358.000000 Penalty: 5880.127441
	Iteration 36Q: 3 clusters Score -1.789136e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 135290 members 
Entering Unmasked Estep 
Score: -17891376.000000 Penalty: 5880.127441
	Iteration 37Q: 3 clusters Score -1.789138e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 135423 members 
Entering Unmasked Estep 
Score: -17891386.000000 Penalty: 5880.127441
	Iteration 38Q: 3 clusters Score -1.789139e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 135552 members 
Entering Unmasked Estep 
Score: -17891446.000000 Penalty: 5880.127441
	Iteration 39Q: 3 clusters Score -1.789145e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 135659 members 
Entering Unmasked Estep 
Score: -17891458.000000 Penalty: 5880.127441
	Iteration 40F: 3 clusters Score -1.789146e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 135768 members 
Entering Unmasked Estep 
Score: -17891474.000000 Penalty: 5880.127441
	Iteration 41Q: 3 clusters Score -1.789147e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 135873 members 
Entering Unmasked Estep 
Score: -17891516.000000 Penalty: 5880.127441
	Iteration 42Q: 3 clusters Score -1.789152e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 135958 members 
Entering Unmasked Estep 
Score: -17891504.000000 Penalty: 5880.127441
	Iteration 43Q: 3 clusters Score -1.78915e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 136023 members 
Entering Unmasked Estep 
Score: -17891550.000000 Penalty: 5880.127441
	Iteration 44Q: 3 clusters Score -1.789155e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 136070 members 
Entering Unmasked Estep 
Score: -17891546.000000 Penalty: 5880.127441
	Iteration 45Q: 3 clusters Score -1.789155e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 136119 members 
Entering Unmasked Estep 
Score: -17891536.000000 Penalty: 5880.127441
	Iteration 46Q: 3 clusters Score -1.789154e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 136168 members 
Entering Unmasked Estep 
Score: -17891536.000000 Penalty: 5880.127441
	Iteration 47Q: 3 clusters Score -1.789154e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 136206 members 
Entering Unmasked Estep 
Score: -17891562.000000 Penalty: 5880.127441
	Iteration 48Q: 3 clusters Score -1.789156e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 136239 members 
Entering Unmasked Estep 
Score: -17891568.000000 Penalty: 5880.127441
	Iteration 49Q: 3 clusters Score -1.789157e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 136277 members 
Entering Unmasked Estep 
Score: -17891548.000000 Penalty: 5880.127441
	Iteration 50Q: 3 clusters Score -1.789155e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 136309 members 
Entering Unmasked Estep 
Score: -17891556.000000 Penalty: 5880.127441
	Iteration 51Q: 3 clusters Score -1.789156e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 136333 members 
Entering Unmasked Estep 
Score: -17891568.000000 Penalty: 5880.127441
	Iteration 52Q: 3 clusters Score -1.789157e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 136352 members 
Entering Unmasked Estep 
Score: -17891556.000000 Penalty: 5880.127441
	Iteration 53Q: 3 clusters Score -1.789156e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 136371 members 
Entering Unmasked Estep 
Score: -17891542.000000 Penalty: 5880.127441
	Iteration 54Q: 3 clusters Score -1.789154e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 136387 members 
Entering Unmasked Estep 
Score: -17891526.000000 Penalty: 5880.127441
	Iteration 55Q: 3 clusters Score -1.789153e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 136406 members 
Entering Unmasked Estep 
Score: -17891550.000000 Penalty: 5880.127441
	Iteration 56Q: 3 clusters Score -1.789155e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 136422 members 
Entering Unmasked Estep 
Score: -17891566.000000 Penalty: 5880.127441
	Iteration 57Q: 3 clusters Score -1.789157e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 136437 members 
Entering Unmasked Estep 
Score: -17891550.000000 Penalty: 5880.127441
	Iteration 58Q: 3 clusters Score -1.789155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 136452 members 
Entering Unmasked Estep 
Score: -17891526.000000 Penalty: 5880.127441
	Iteration 59Q: 3 clusters Score -1.789153e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 136466 members 
Entering Unmasked Estep 
Score: -17891524.000000 Penalty: 5880.127441
	Iteration 60F: 3 clusters Score -1.789152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 136481 members 
Entering Unmasked Estep 
Score: -17891526.000000 Penalty: 5880.127441
	Iteration 61Q: 3 clusters Score -1.789153e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 136488 members 
Entering Unmasked Estep 
Score: -17891524.000000 Penalty: 5880.127441
	Iteration 62Q: 3 clusters Score -1.789152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 136501 members 
Entering Unmasked Estep 
Score: -17891510.000000 Penalty: 5880.127441
	Iteration 63Q: 3 clusters Score -1.789151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 136511 members 
Entering Unmasked Estep 
Score: -17891508.000000 Penalty: 5880.127441
	Iteration 64Q: 3 clusters Score -1.789151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 136516 members 
Entering Unmasked Estep 
Score: -17891508.000000 Penalty: 5880.127441
	Iteration 65Q: 3 clusters Score -1.789151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 136520 members 
Entering Unmasked Estep 
Score: -17891520.000000 Penalty: 5880.127441
	Iteration 66Q: 3 clusters Score -1.789152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 136525 members 
Entering Unmasked Estep 
Score: -17891516.000000 Penalty: 5880.127441
	Iteration 67Q: 3 clusters Score -1.789152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 136529 members 
Entering Unmasked Estep 
Score: -17891512.000000 Penalty: 5880.127441
	Iteration 68Q: 3 clusters Score -1.789151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 136535 members 
Entering Unmasked Estep 
Score: -17891510.000000 Penalty: 5880.127441
	Iteration 69Q: 3 clusters Score -1.789151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 136540 members 
Entering Unmasked Estep 
Score: -17891520.000000 Penalty: 5880.127441
	Iteration 70Q: 3 clusters Score -1.789152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 136546 members 
Entering Unmasked Estep 
Score: -17891532.000000 Penalty: 5880.127441
	Iteration 71Q: 3 clusters Score -1.789153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 136553 members 
Entering Unmasked Estep 
Score: -17891548.000000 Penalty: 5880.127441
	Iteration 72Q: 3 clusters Score -1.789155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 136557 members 
Entering Unmasked Estep 
Score: -17891538.000000 Penalty: 5880.127441
	Iteration 73Q: 3 clusters Score -1.789154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 136560 members 
Entering Unmasked Estep 
Score: -17891538.000000 Penalty: 5880.127441
	Iteration 74Q: 3 clusters Score -1.789154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 136563 members 
Entering Unmasked Estep 
Score: -17891540.000000 Penalty: 5880.127441
	Iteration 75Q: 3 clusters Score -1.789154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 136566 members 
Entering Unmasked Estep 
Score: -17891532.000000 Penalty: 5880.127441
	Iteration 76Q: 3 clusters Score -1.789153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 136566 members 
Entering Unmasked Estep 
Score: -17891536.000000 Penalty: 5880.127441
	Iteration 77Q: 3 clusters Score -1.789154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 136568 members 
Entering Unmasked Estep 
Score: -17891534.000000 Penalty: 5880.127441
	Iteration 78Q: 3 clusters Score -1.789153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 136573 members 
Entering Unmasked Estep 
Score: -17891534.000000 Penalty: 5880.127441
	Iteration 79Q: 3 clusters Score -1.789153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 136579 members 
Entering Unmasked Estep 
Score: -17891534.000000 Penalty: 5880.127441
	Iteration 80F: 3 clusters Score -1.789153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 136584 members 
Entering Unmasked Estep 
Score: -17891530.000000 Penalty: 5880.127441
	Iteration 81Q: 3 clusters Score -1.789153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 136589 members 
Entering Unmasked Estep 
Score: -17891542.000000 Penalty: 5880.127441
	Iteration 82Q: 3 clusters Score -1.789154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 136589 members 
Entering Unmasked Estep 
Score: -17891548.000000 Penalty: 5880.127441
	Iteration 83Q: 3 clusters Score -1.789155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 136587 members 
Entering Unmasked Estep 
Score: -17891550.000000 Penalty: 5880.127441
	Iteration 84Q: 3 clusters Score -1.789155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 136587 members 
Entering Unmasked Estep 
Score: -17891550.000000 Penalty: 5880.127441
	Iteration 85F: 3 clusters Score -1.789155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (142278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142278 members 
Entering Unmasked Estep 
Score: -18330614.000000 Penalty: 2942.653564
	Iteration 0F: 2 clusters Score -1.833061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 71304 members 
Entering Unmasked Estep 
Score: -18238900.000000 Penalty: 5885.307129
	Iteration 0F: 3 clusters Score -1.82389e+07 nChanged 67925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -18278258.000000 Penalty: 5885.307129
	Iteration 1F: 3 clusters Score -1.827826e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67785 members 
Mstep: Class 2 contains 74493 members 
Entering Unmasked Estep 
Score: -18279272.000000 Penalty: 5885.307129
	Iteration 2Q: 3 clusters Score -1.827927e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -18280364.000000 Penalty: 5885.307129
	Iteration 3Q: 3 clusters Score -1.828036e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62974 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -18282172.000000 Penalty: 5885.307129
	Iteration 4Q: 3 clusters Score -1.828217e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -18284754.000000 Penalty: 5885.307129
	Iteration 5Q: 3 clusters Score -1.828475e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 88624 members 
Entering Unmasked Estep 
Score: -18288436.000000 Penalty: 5885.307129
	Iteration 6Q: 3 clusters Score -1.828844e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 95081 members 
Entering Unmasked Estep 
Score: -18293578.000000 Penalty: 5885.307129
	Iteration 7F: 3 clusters Score -1.829358e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 101974 members 
Entering Unmasked Estep 
Score: -18299850.000000 Penalty: 5885.307129
	Iteration 8F: 3 clusters Score -1.829985e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 108165 members 
Entering Unmasked Estep 
Score: -18306106.000000 Penalty: 5885.307129
	Iteration 9F: 3 clusters Score -1.830611e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 112742 members 
Entering Unmasked Estep 
Score: -18310918.000000 Penalty: 5885.307129
	Iteration 10Q: 3 clusters Score -1.831092e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 115807 members 
Entering Unmasked Estep 
Score: -18314070.000000 Penalty: 5885.307129
	Iteration 11Q: 3 clusters Score -1.831407e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 118039 members 
Entering Unmasked Estep 
Score: -18315852.000000 Penalty: 5885.307129
	Iteration 12Q: 3 clusters Score -1.831585e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 119822 members 
Entering Unmasked Estep 
Score: -18316914.000000 Penalty: 5885.307129
	Iteration 13Q: 3 clusters Score -1.831691e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 121498 members 
Entering Unmasked Estep 
Score: -18317720.000000 Penalty: 5885.307129
	Iteration 14Q: 3 clusters Score -1.831772e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 123137 members 
Entering Unmasked Estep 
Score: -18318396.000000 Penalty: 5885.307129
	Iteration 15Q: 3 clusters Score -1.83184e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 124742 members 
Entering Unmasked Estep 
Score: -18319060.000000 Penalty: 5885.307129
	Iteration 16Q: 3 clusters Score -1.831906e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 126227 members 
Entering Unmasked Estep 
Score: -18319562.000000 Penalty: 5885.307129
	Iteration 17Q: 3 clusters Score -1.831956e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 127612 members 
Entering Unmasked Estep 
Score: -18320242.000000 Penalty: 5885.307129
	Iteration 18Q: 3 clusters Score -1.832024e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 128971 members 
Entering Unmasked Estep 
Score: -18320860.000000 Penalty: 5885.307129
	Iteration 19Q: 3 clusters Score -1.832086e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 130313 members 
Entering Unmasked Estep 
Score: -18321552.000000 Penalty: 5885.307129
	Iteration 20F: 3 clusters Score -1.832155e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 131607 members 
Entering Unmasked Estep 
Score: -18322168.000000 Penalty: 5885.307129
	Iteration 21Q: 3 clusters Score -1.832217e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 132834 members 
Entering Unmasked Estep 
Score: -18322842.000000 Penalty: 5885.307129
	Iteration 22Q: 3 clusters Score -1.832284e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 134071 members 
Entering Unmasked Estep 
Score: -18323562.000000 Penalty: 5885.307129
	Iteration 23Q: 3 clusters Score -1.832356e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 135187 members 
Entering Unmasked Estep 
Score: -18324220.000000 Penalty: 5885.307129
	Iteration 24Q: 3 clusters Score -1.832422e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 136224 members 
Entering Unmasked Estep 
Score: -18324836.000000 Penalty: 5885.307129
	Iteration 25Q: 3 clusters Score -1.832484e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 137150 members 
Entering Unmasked Estep 
Score: -18325374.000000 Penalty: 5885.307129
	Iteration 26Q: 3 clusters Score -1.832537e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 137912 members 
Entering Unmasked Estep 
Score: -18325818.000000 Penalty: 5885.307129
	Iteration 27Q: 3 clusters Score -1.832582e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 138603 members 
Entering Unmasked Estep 
Score: -18326260.000000 Penalty: 5885.307129
	Iteration 28Q: 3 clusters Score -1.832626e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 139171 members 
Entering Unmasked Estep 
Score: -18326586.000000 Penalty: 5885.307129
	Iteration 29Q: 3 clusters Score -1.832659e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 139638 members 
Entering Unmasked Estep 
Score: -18326912.000000 Penalty: 5885.307129
	Iteration 30Q: 3 clusters Score -1.832691e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 140033 members 
Entering Unmasked Estep 
Score: -18327094.000000 Penalty: 5885.307129
	Iteration 31Q: 3 clusters Score -1.832709e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 140338 members 
Entering Unmasked Estep 
Score: -18327266.000000 Penalty: 5885.307129
	Iteration 32Q: 3 clusters Score -1.832727e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 140560 members 
Entering Unmasked Estep 
Score: -18327426.000000 Penalty: 5885.307129
	Iteration 33Q: 3 clusters Score -1.832743e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 140738 members 
Entering Unmasked Estep 
Score: -18327494.000000 Penalty: 5885.307129
	Iteration 34Q: 3 clusters Score -1.832749e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 140871 members 
Entering Unmasked Estep 
Score: -18327588.000000 Penalty: 5885.307129
	Iteration 35Q: 3 clusters Score -1.832759e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 140971 members 
Entering Unmasked Estep 
Score: -18327688.000000 Penalty: 5885.307129
	Iteration 36Q: 3 clusters Score -1.832769e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 141053 members 
Entering Unmasked Estep 
Score: -18327736.000000 Penalty: 5885.307129
	Iteration 37Q: 3 clusters Score -1.832774e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 141113 members 
Entering Unmasked Estep 
Score: -18327756.000000 Penalty: 5885.307129
	Iteration 38Q: 3 clusters Score -1.832776e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 141158 members 
Entering Unmasked Estep 
Score: -18327772.000000 Penalty: 5885.307129
	Iteration 39Q: 3 clusters Score -1.832777e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 141191 members 
Entering Unmasked Estep 
Score: -18327810.000000 Penalty: 5885.307129
	Iteration 40F: 3 clusters Score -1.832781e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 141228 members 
Entering Unmasked Estep 
Score: -18327848.000000 Penalty: 5885.307129
	Iteration 41Q: 3 clusters Score -1.832785e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 141266 members 
Entering Unmasked Estep 
Score: -18327890.000000 Penalty: 5885.307129
	Iteration 42Q: 3 clusters Score -1.832789e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 141294 members 
Entering Unmasked Estep 
Score: -18327898.000000 Penalty: 5885.307129
	Iteration 43Q: 3 clusters Score -1.83279e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 141314 members 
Entering Unmasked Estep 
Score: -18327918.000000 Penalty: 5885.307129
	Iteration 44Q: 3 clusters Score -1.832792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 141333 members 
Entering Unmasked Estep 
Score: -18327944.000000 Penalty: 5885.307129
	Iteration 45Q: 3 clusters Score -1.832794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 141349 members 
Entering Unmasked Estep 
Score: -18327964.000000 Penalty: 5885.307129
	Iteration 46Q: 3 clusters Score -1.832796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 141363 members 
Entering Unmasked Estep 
Score: -18327974.000000 Penalty: 5885.307129
	Iteration 47Q: 3 clusters Score -1.832797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 141378 members 
Entering Unmasked Estep 
Score: -18327970.000000 Penalty: 5885.307129
	Iteration 48Q: 3 clusters Score -1.832797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 141393 members 
Entering Unmasked Estep 
Score: -18327990.000000 Penalty: 5885.307129
	Iteration 49Q: 3 clusters Score -1.832799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 141408 members 
Entering Unmasked Estep 
Score: -18328004.000000 Penalty: 5885.307129
	Iteration 50Q: 3 clusters Score -1.8328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 141417 members 
Entering Unmasked Estep 
Score: -18328018.000000 Penalty: 5885.307129
	Iteration 51Q: 3 clusters Score -1.832802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 141428 members 
Entering Unmasked Estep 
Score: -18328006.000000 Penalty: 5885.307129
	Iteration 52Q: 3 clusters Score -1.832801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 141436 members 
Entering Unmasked Estep 
Score: -18328016.000000 Penalty: 5885.307129
	Iteration 53Q: 3 clusters Score -1.832802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 141439 members 
Entering Unmasked Estep 
Score: -18328026.000000 Penalty: 5885.307129
	Iteration 54Q: 3 clusters Score -1.832803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 141444 members 
Entering Unmasked Estep 
Score: -18328034.000000 Penalty: 5885.307129
	Iteration 55Q: 3 clusters Score -1.832803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 141448 members 
Entering Unmasked Estep 
Score: -18328032.000000 Penalty: 5885.307129
	Iteration 56Q: 3 clusters Score -1.832803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 141452 members 
Entering Unmasked Estep 
Score: -18328044.000000 Penalty: 5885.307129
	Iteration 57Q: 3 clusters Score -1.832804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 141455 members 
Entering Unmasked Estep 
Score: -18328052.000000 Penalty: 5885.307129
	Iteration 58Q: 3 clusters Score -1.832805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 141457 members 
Entering Unmasked Estep 
Score: -18328056.000000 Penalty: 5885.307129
	Iteration 59Q: 3 clusters Score -1.832806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 141459 members 
Entering Unmasked Estep 
Score: -18328060.000000 Penalty: 5885.307129
	Iteration 60F: 3 clusters Score -1.832806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 141460 members 
Entering Unmasked Estep 
Score: -18328058.000000 Penalty: 5885.307129
	Iteration 61Q: 3 clusters Score -1.832806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 141460 members 
Entering Unmasked Estep 
Score: -18328058.000000 Penalty: 5885.307129
	Iteration 62F: 3 clusters Score -1.832806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -62686.789062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -62686.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61087.843750 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -61087.84 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61651.707031 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -61651.71 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -62134.808594 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -62134.81 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62605.363281 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -62605.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62887.171875 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -62887.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -63022.078125 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -63022.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -63162.468750 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -63162.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63435.527344 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -63435.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63917.101562 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -63917.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64250.820312 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -64250.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -64310.902344 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -64310.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -64310.902344 Penalty: 3216.379150
	Iteration 11F: 3 clusters Score -64310.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52710 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 35928 members 
Mstep: Class 5 contains 14079 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 140800 members 
Mstep: Class 8 contains 142278 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 91913 members 
Mstep: Class 11 contains 9305 members 
Mstep: Class 12 contains 132546 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 107725 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11676 members 
Mstep: Class 17 contains 41837 members 
Mstep: Class 18 contains 77463 members 
Mstep: Class 19 contains 163745 members 
Mstep: Class 20 contains 106450 members 
Mstep: Class 21 contains 149675 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 360 members 
Entering Unmasked Estep 
Score: -161320848.000000 Penalty: 87239.546875
Splitting cluster 9 changes total score from -161320800.000000 to -161320848.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (91913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91913 members 
Entering Unmasked Estep 
Score: -11779085.000000 Penalty: 2834.292236
	Iteration 0F: 2 clusters Score -1.177908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -11718042.000000 Penalty: 5668.584473
	Iteration 0F: 3 clusters Score -1.171804e+07 nChanged 43381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -11743185.000000 Penalty: 5668.584473
	Iteration 1F: 3 clusters Score -1.174318e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -11744417.000000 Penalty: 5668.584473
	Iteration 2Q: 3 clusters Score -1.174442e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -11746162.000000 Penalty: 5668.584473
	Iteration 3Q: 3 clusters Score -1.174616e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -11749089.000000 Penalty: 5668.584473
	Iteration 4F: 3 clusters Score -1.174909e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66731 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -11753649.000000 Penalty: 5668.584473
	Iteration 5F: 3 clusters Score -1.175365e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -11760032.000000 Penalty: 5668.584473
	Iteration 6F: 3 clusters Score -1.176003e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -11766862.000000 Penalty: 5668.584473
	Iteration 7F: 3 clusters Score -1.176686e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86940 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -11772190.000000 Penalty: 5668.584473
	Iteration 8F: 3 clusters Score -1.177219e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -11774890.000000 Penalty: 5668.584473
	Iteration 9Q: 3 clusters Score -1.177489e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91102 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11775945.000000 Penalty: 5668.584473
	Iteration 10Q: 3 clusters Score -1.177594e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -11776347.000000 Penalty: 5668.584473
	Iteration 11Q: 3 clusters Score -1.177635e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -11776504.000000 Penalty: 5668.584473
	Iteration 12Q: 3 clusters Score -1.17765e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91647 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11776560.000000 Penalty: 5668.584473
	Iteration 13Q: 3 clusters Score -1.177656e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91655 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -11776596.000000 Penalty: 5668.584473
	Iteration 14Q: 3 clusters Score -1.17766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -11776624.000000 Penalty: 5668.584473
	Iteration 15Q: 3 clusters Score -1.177662e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91677 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11776660.000000 Penalty: 5668.584473
	Iteration 16Q: 3 clusters Score -1.177666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91683 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11776675.000000 Penalty: 5668.584473
	Iteration 17Q: 3 clusters Score -1.177668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91685 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11776691.000000 Penalty: 5668.584473
	Iteration 18Q: 3 clusters Score -1.177669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91687 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11776700.000000 Penalty: 5668.584473
	Iteration 19Q: 3 clusters Score -1.17767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91689 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11776699.000000 Penalty: 5668.584473
	Iteration 20F: 3 clusters Score -1.17767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Entering Unmasked Estep 
Score: -1127815.500000 Penalty: 2266.300293
	Iteration 0F: 2 clusters Score -1127816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1120667.000000 Penalty: 4532.600586
	Iteration 0F: 3 clusters Score -1120667 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1123076.875000 Penalty: 4532.600586
	Iteration 1F: 3 clusters Score -1123077 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1123978.000000 Penalty: 4532.600586
	Iteration 2F: 3 clusters Score -1123978 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1124988.375000 Penalty: 4532.600586
	Iteration 3F: 3 clusters Score -1124988 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1125862.500000 Penalty: 4532.600586
	Iteration 4F: 3 clusters Score -1125862 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1126408.375000 Penalty: 4532.600586
	Iteration 5F: 3 clusters Score -1126408 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1126744.875000 Penalty: 4532.600586
	Iteration 6Q: 3 clusters Score -1126745 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1126920.625000 Penalty: 4532.600586
	Iteration 7Q: 3 clusters Score -1126921 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1127023.375000 Penalty: 4532.600586
	Iteration 8Q: 3 clusters Score -1127023 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1127089.125000 Penalty: 4532.600586
	Iteration 9Q: 3 clusters Score -1127089 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1127137.125000 Penalty: 4532.600586
	Iteration 10Q: 3 clusters Score -1127137 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1127174.250000 Penalty: 4532.600586
	Iteration 11Q: 3 clusters Score -1127174 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1127199.125000 Penalty: 4532.600586
	Iteration 12Q: 3 clusters Score -1127199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1127216.625000 Penalty: 4532.600586
	Iteration 13Q: 3 clusters Score -1127217 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1127228.750000 Penalty: 4532.600586
	Iteration 14Q: 3 clusters Score -1127229 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1127236.500000 Penalty: 4532.600586
	Iteration 15Q: 3 clusters Score -1127236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1127242.875000 Penalty: 4532.600586
	Iteration 16Q: 3 clusters Score -1127243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1127244.625000 Penalty: 4532.600586
	Iteration 17Q: 3 clusters Score -1127245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1127253.875000 Penalty: 4532.600586
	Iteration 18Q: 3 clusters Score -1127254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1127257.250000 Penalty: 4532.600586
	Iteration 19Q: 3 clusters Score -1127257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1127261.625000 Penalty: 4532.600586
	Iteration 20F: 3 clusters Score -1127262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1127262.750000 Penalty: 4532.600586
	Iteration 21Q: 3 clusters Score -1127263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1127263.375000 Penalty: 4532.600586
	Iteration 22Q: 3 clusters Score -1127263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1127264.875000 Penalty: 4532.600586
	Iteration 23Q: 3 clusters Score -1127265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1127264.875000 Penalty: 4532.600586
	Iteration 24Q: 3 clusters Score -1127265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1127269.000000 Penalty: 4532.600586
	Iteration 25Q: 3 clusters Score -1127269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1127269.375000 Penalty: 4532.600586
	Iteration 26Q: 3 clusters Score -1127269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1127270.875000 Penalty: 4532.600586
	Iteration 27Q: 3 clusters Score -1127271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1127270.875000 Penalty: 4532.600586
	Iteration 28Q: 3 clusters Score -1127271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1127270.375000 Penalty: 4532.600586
	Iteration 29Q: 3 clusters Score -1127270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1127270.500000 Penalty: 4532.600586
	Iteration 30Q: 3 clusters Score -1127270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1127272.875000 Penalty: 4532.600586
	Iteration 31Q: 3 clusters Score -1127273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1127273.000000 Penalty: 4532.600586
	Iteration 32Q: 3 clusters Score -1127273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1127273.250000 Penalty: 4532.600586
	Iteration 33Q: 3 clusters Score -1127273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1127273.250000 Penalty: 4532.600586
	Iteration 34F: 3 clusters Score -1127273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (132546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132546 members 
Entering Unmasked Estep 
Score: -16973630.000000 Penalty: 2925.082031
	Iteration 0F: 2 clusters Score -1.697363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 66177 members 
Entering Unmasked Estep 
Score: -16886708.000000 Penalty: 5850.164062
	Iteration 0F: 3 clusters Score -1.688671e+07 nChanged 62941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 65612 members 
Entering Unmasked Estep 
Score: -16922868.000000 Penalty: 5850.164062
	Iteration 1F: 3 clusters Score -1.692287e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -16923784.000000 Penalty: 5850.164062
	Iteration 2Q: 3 clusters Score -1.692378e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -16924834.000000 Penalty: 5850.164062
	Iteration 3Q: 3 clusters Score -1.692483e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -16926408.000000 Penalty: 5850.164062
	Iteration 4Q: 3 clusters Score -1.692641e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67398 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -16928556.000000 Penalty: 5850.164062
	Iteration 5Q: 3 clusters Score -1.692856e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67426 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -16931780.000000 Penalty: 5850.164062
	Iteration 6Q: 3 clusters Score -1.693178e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -16935902.000000 Penalty: 5850.164062
	Iteration 7F: 3 clusters Score -1.69359e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
Score: -16940896.000000 Penalty: 5850.164062
	Iteration 8F: 3 clusters Score -1.69409e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -16946398.000000 Penalty: 5850.164062
	Iteration 9F: 3 clusters Score -1.69464e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 66838 members 
Entering Unmasked Estep 
Score: -16951788.000000 Penalty: 5850.164062
	Iteration 10F: 3 clusters Score -1.695179e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64364 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -16955894.000000 Penalty: 5850.164062
	Iteration 11F: 3 clusters Score -1.695589e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63033 members 
Mstep: Class 2 contains 69513 members 
Entering Unmasked Estep 
Score: -16958492.000000 Penalty: 5850.164062
	Iteration 12Q: 3 clusters Score -1.695849e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 70667 members 
Entering Unmasked Estep 
Score: -16959600.000000 Penalty: 5850.164062
	Iteration 13Q: 3 clusters Score -1.69596e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60838 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -16960298.000000 Penalty: 5850.164062
	Iteration 14Q: 3 clusters Score -1.69603e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -16960724.000000 Penalty: 5850.164062
	Iteration 15Q: 3 clusters Score -1.696072e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -16961102.000000 Penalty: 5850.164062
	Iteration 16Q: 3 clusters Score -1.69611e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 74820 members 
Entering Unmasked Estep 
Score: -16961458.000000 Penalty: 5850.164062
	Iteration 17Q: 3 clusters Score -1.696146e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 75960 members 
Entering Unmasked Estep 
Score: -16961816.000000 Penalty: 5850.164062
	Iteration 18Q: 3 clusters Score -1.696182e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -16962158.000000 Penalty: 5850.164062
	Iteration 19Q: 3 clusters Score -1.696216e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
Score: -16962456.000000 Penalty: 5850.164062
	Iteration 20F: 3 clusters Score -1.696246e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -16962674.000000 Penalty: 5850.164062
	Iteration 21Q: 3 clusters Score -1.696267e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -16962922.000000 Penalty: 5850.164062
	Iteration 22Q: 3 clusters Score -1.696292e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 82158 members 
Entering Unmasked Estep 
Score: -16963326.000000 Penalty: 5850.164062
	Iteration 23Q: 3 clusters Score -1.696333e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 83503 members 
Entering Unmasked Estep 
Score: -16963604.000000 Penalty: 5850.164062
	Iteration 24Q: 3 clusters Score -1.69636e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 84877 members 
Entering Unmasked Estep 
Score: -16963792.000000 Penalty: 5850.164062
	Iteration 25Q: 3 clusters Score -1.696379e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
Score: -16964008.000000 Penalty: 5850.164062
	Iteration 26Q: 3 clusters Score -1.696401e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 87664 members 
Entering Unmasked Estep 
Score: -16964394.000000 Penalty: 5850.164062
	Iteration 27Q: 3 clusters Score -1.696439e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -16964770.000000 Penalty: 5850.164062
	Iteration 28Q: 3 clusters Score -1.696477e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 90472 members 
Entering Unmasked Estep 
Score: -16965076.000000 Penalty: 5850.164062
	Iteration 29Q: 3 clusters Score -1.696508e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 91857 members 
Entering Unmasked Estep 
Score: -16965374.000000 Penalty: 5850.164062
	Iteration 30Q: 3 clusters Score -1.696537e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -16965502.000000 Penalty: 5850.164062
	Iteration 31Q: 3 clusters Score -1.69655e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 94431 members 
Entering Unmasked Estep 
Score: -16965868.000000 Penalty: 5850.164062
	Iteration 32Q: 3 clusters Score -1.696587e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 95688 members 
Entering Unmasked Estep 
Score: -16966132.000000 Penalty: 5850.164062
	Iteration 33Q: 3 clusters Score -1.696613e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 96911 members 
Entering Unmasked Estep 
Score: -16966282.000000 Penalty: 5850.164062
	Iteration 34Q: 3 clusters Score -1.696628e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 98066 members 
Entering Unmasked Estep 
Score: -16966492.000000 Penalty: 5850.164062
	Iteration 35Q: 3 clusters Score -1.696649e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 99225 members 
Entering Unmasked Estep 
Score: -16966740.000000 Penalty: 5850.164062
	Iteration 36Q: 3 clusters Score -1.696674e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 100390 members 
Entering Unmasked Estep 
Score: -16966832.000000 Penalty: 5850.164062
	Iteration 37Q: 3 clusters Score -1.696683e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 101526 members 
Entering Unmasked Estep 
Score: -16966970.000000 Penalty: 5850.164062
	Iteration 38Q: 3 clusters Score -1.696697e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 102644 members 
Entering Unmasked Estep 
Score: -16967118.000000 Penalty: 5850.164062
	Iteration 39Q: 3 clusters Score -1.696712e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 103748 members 
Entering Unmasked Estep 
Score: -16967248.000000 Penalty: 5850.164062
	Iteration 40F: 3 clusters Score -1.696725e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 104866 members 
Entering Unmasked Estep 
Score: -16967420.000000 Penalty: 5850.164062
	Iteration 41Q: 3 clusters Score -1.696742e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 105995 members 
Entering Unmasked Estep 
Score: -16967530.000000 Penalty: 5850.164062
	Iteration 42Q: 3 clusters Score -1.696753e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 107097 members 
Entering Unmasked Estep 
Score: -16967666.000000 Penalty: 5850.164062
	Iteration 43Q: 3 clusters Score -1.696767e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 108204 members 
Entering Unmasked Estep 
Score: -16967848.000000 Penalty: 5850.164062
	Iteration 44Q: 3 clusters Score -1.696785e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 109293 members 
Entering Unmasked Estep 
Score: -16968092.000000 Penalty: 5850.164062
	Iteration 45Q: 3 clusters Score -1.696809e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 110384 members 
Entering Unmasked Estep 
Score: -16968232.000000 Penalty: 5850.164062
	Iteration 46Q: 3 clusters Score -1.696823e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 111455 members 
Entering Unmasked Estep 
Score: -16968376.000000 Penalty: 5850.164062
	Iteration 47Q: 3 clusters Score -1.696838e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 112507 members 
Entering Unmasked Estep 
Score: -16968588.000000 Penalty: 5850.164062
	Iteration 48Q: 3 clusters Score -1.696859e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 113579 members 
Entering Unmasked Estep 
Score: -16968794.000000 Penalty: 5850.164062
	Iteration 49Q: 3 clusters Score -1.696879e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 114622 members 
Entering Unmasked Estep 
Score: -16968968.000000 Penalty: 5850.164062
	Iteration 50Q: 3 clusters Score -1.696897e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 115616 members 
Entering Unmasked Estep 
Score: -16969164.000000 Penalty: 5850.164062
	Iteration 51Q: 3 clusters Score -1.696916e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 116602 members 
Entering Unmasked Estep 
Score: -16969318.000000 Penalty: 5850.164062
	Iteration 52Q: 3 clusters Score -1.696932e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 117546 members 
Entering Unmasked Estep 
Score: -16969532.000000 Penalty: 5850.164062
	Iteration 53Q: 3 clusters Score -1.696953e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 118462 members 
Entering Unmasked Estep 
Score: -16969678.000000 Penalty: 5850.164062
	Iteration 54Q: 3 clusters Score -1.696968e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 119311 members 
Entering Unmasked Estep 
Score: -16969840.000000 Penalty: 5850.164062
	Iteration 55Q: 3 clusters Score -1.696984e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 120157 members 
Entering Unmasked Estep 
Score: -16969944.000000 Penalty: 5850.164062
	Iteration 56Q: 3 clusters Score -1.696994e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 120895 members 
Entering Unmasked Estep 
Score: -16970028.000000 Penalty: 5850.164062
	Iteration 57Q: 3 clusters Score -1.697003e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 121569 members 
Entering Unmasked Estep 
Score: -16970158.000000 Penalty: 5850.164062
	Iteration 58Q: 3 clusters Score -1.697016e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 122197 members 
Entering Unmasked Estep 
Score: -16970304.000000 Penalty: 5850.164062
	Iteration 59Q: 3 clusters Score -1.69703e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 122804 members 
Entering Unmasked Estep 
Score: -16970424.000000 Penalty: 5850.164062
	Iteration 60F: 3 clusters Score -1.697042e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 123366 members 
Entering Unmasked Estep 
Score: -16970536.000000 Penalty: 5850.164062
	Iteration 61Q: 3 clusters Score -1.697054e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 123916 members 
Entering Unmasked Estep 
Score: -16970638.000000 Penalty: 5850.164062
	Iteration 62Q: 3 clusters Score -1.697064e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 124413 members 
Entering Unmasked Estep 
Score: -16970766.000000 Penalty: 5850.164062
	Iteration 63Q: 3 clusters Score -1.697077e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 124866 members 
Entering Unmasked Estep 
Score: -16970912.000000 Penalty: 5850.164062
	Iteration 64Q: 3 clusters Score -1.697091e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 125306 members 
Entering Unmasked Estep 
Score: -16970920.000000 Penalty: 5850.164062
	Iteration 65Q: 3 clusters Score -1.697092e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 125729 members 
Entering Unmasked Estep 
Score: -16971052.000000 Penalty: 5850.164062
	Iteration 66Q: 3 clusters Score -1.697105e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 126093 members 
Entering Unmasked Estep 
Score: -16971088.000000 Penalty: 5850.164062
	Iteration 67Q: 3 clusters Score -1.697109e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 126411 members 
Entering Unmasked Estep 
Score: -16971116.000000 Penalty: 5850.164062
	Iteration 68Q: 3 clusters Score -1.697112e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 126707 members 
Entering Unmasked Estep 
Score: -16971192.000000 Penalty: 5850.164062
	Iteration 69Q: 3 clusters Score -1.697119e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 126993 members 
Entering Unmasked Estep 
Score: -16971270.000000 Penalty: 5850.164062
	Iteration 70Q: 3 clusters Score -1.697127e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 127253 members 
Entering Unmasked Estep 
Score: -16971300.000000 Penalty: 5850.164062
	Iteration 71Q: 3 clusters Score -1.69713e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 127508 members 
Entering Unmasked Estep 
Score: -16971302.000000 Penalty: 5850.164062
	Iteration 72Q: 3 clusters Score -1.69713e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 127740 members 
Entering Unmasked Estep 
Score: -16971338.000000 Penalty: 5850.164062
	Iteration 73Q: 3 clusters Score -1.697134e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 127957 members 
Entering Unmasked Estep 
Score: -16971378.000000 Penalty: 5850.164062
	Iteration 74Q: 3 clusters Score -1.697138e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 128162 members 
Entering Unmasked Estep 
Score: -16971406.000000 Penalty: 5850.164062
	Iteration 75Q: 3 clusters Score -1.697141e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 128362 members 
Entering Unmasked Estep 
Score: -16971450.000000 Penalty: 5850.164062
	Iteration 76Q: 3 clusters Score -1.697145e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 128542 members 
Entering Unmasked Estep 
Score: -16971504.000000 Penalty: 5850.164062
	Iteration 77Q: 3 clusters Score -1.69715e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 128704 members 
Entering Unmasked Estep 
Score: -16971518.000000 Penalty: 5850.164062
	Iteration 78Q: 3 clusters Score -1.697152e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 128842 members 
Entering Unmasked Estep 
Score: -16971546.000000 Penalty: 5850.164062
	Iteration 79Q: 3 clusters Score -1.697155e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 128969 members 
Entering Unmasked Estep 
Score: -16971588.000000 Penalty: 5850.164062
	Iteration 80F: 3 clusters Score -1.697159e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 129096 members 
Entering Unmasked Estep 
Score: -16971620.000000 Penalty: 5850.164062
	Iteration 81Q: 3 clusters Score -1.697162e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 129199 members 
Entering Unmasked Estep 
Score: -16971640.000000 Penalty: 5850.164062
	Iteration 82Q: 3 clusters Score -1.697164e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 129305 members 
Entering Unmasked Estep 
Score: -16971644.000000 Penalty: 5850.164062
	Iteration 83Q: 3 clusters Score -1.697164e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 129397 members 
Entering Unmasked Estep 
Score: -16971712.000000 Penalty: 5850.164062
	Iteration 84Q: 3 clusters Score -1.697171e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 129489 members 
Entering Unmasked Estep 
Score: -16971710.000000 Penalty: 5850.164062
	Iteration 85Q: 3 clusters Score -1.697171e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 129580 members 
Entering Unmasked Estep 
Score: -16971734.000000 Penalty: 5850.164062
	Iteration 86Q: 3 clusters Score -1.697173e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 129651 members 
Entering Unmasked Estep 
Score: -16971746.000000 Penalty: 5850.164062
	Iteration 87Q: 3 clusters Score -1.697175e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 129705 members 
Entering Unmasked Estep 
Score: -16971758.000000 Penalty: 5850.164062
	Iteration 88Q: 3 clusters Score -1.697176e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 129740 members 
Entering Unmasked Estep 
Score: -16971784.000000 Penalty: 5850.164062
	Iteration 89Q: 3 clusters Score -1.697178e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 129775 members 
Entering Unmasked Estep 
Score: -16971796.000000 Penalty: 5850.164062
	Iteration 90Q: 3 clusters Score -1.69718e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 129810 members 
Entering Unmasked Estep 
Score: -16971790.000000 Penalty: 5850.164062
	Iteration 91Q: 3 clusters Score -1.697179e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 129841 members 
Entering Unmasked Estep 
Score: -16971818.000000 Penalty: 5850.164062
	Iteration 92Q: 3 clusters Score -1.697182e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 129863 members 
Entering Unmasked Estep 
Score: -16971826.000000 Penalty: 5850.164062
	Iteration 93Q: 3 clusters Score -1.697183e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 129882 members 
Entering Unmasked Estep 
Score: -16971824.000000 Penalty: 5850.164062
	Iteration 94Q: 3 clusters Score -1.697182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 129897 members 
Entering Unmasked Estep 
Score: -16971818.000000 Penalty: 5850.164062
	Iteration 95Q: 3 clusters Score -1.697182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 129906 members 
Entering Unmasked Estep 
Score: -16971812.000000 Penalty: 5850.164062
	Iteration 96Q: 3 clusters Score -1.697181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 129915 members 
Entering Unmasked Estep 
Score: -16971810.000000 Penalty: 5850.164062
	Iteration 97Q: 3 clusters Score -1.697181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 129921 members 
Entering Unmasked Estep 
Score: -16971820.000000 Penalty: 5850.164062
	Iteration 98Q: 3 clusters Score -1.697182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 129925 members 
Entering Unmasked Estep 
Score: -16971820.000000 Penalty: 5850.164062
	Iteration 99Q: 3 clusters Score -1.697182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 129931 members 
Entering Unmasked Estep 
Score: -16971820.000000 Penalty: 5850.164062
	Iteration 100F: 3 clusters Score -1.697182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 129939 members 
Entering Unmasked Estep 
Score: -16971816.000000 Penalty: 5850.164062
	Iteration 101Q: 3 clusters Score -1.697182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 129945 members 
Entering Unmasked Estep 
Score: -16971810.000000 Penalty: 5850.164062
	Iteration 102Q: 3 clusters Score -1.697181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 129947 members 
Entering Unmasked Estep 
Score: -16971816.000000 Penalty: 5850.164062
	Iteration 103Q: 3 clusters Score -1.697182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 129948 members 
Entering Unmasked Estep 
Score: -16971826.000000 Penalty: 5850.164062
	Iteration 104Q: 3 clusters Score -1.697183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 129950 members 
Entering Unmasked Estep 
Score: -16971824.000000 Penalty: 5850.164062
	Iteration 105Q: 3 clusters Score -1.697182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 129951 members 
Entering Unmasked Estep 
Score: -16971826.000000 Penalty: 5850.164062
	Iteration 106Q: 3 clusters Score -1.697183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 129951 members 
Entering Unmasked Estep 
Score: -16971826.000000 Penalty: 5850.164062
	Iteration 107F: 3 clusters Score -1.697183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Entering Unmasked Estep 
Score: -557686.437500 Penalty: 2093.946289
	Iteration 0F: 2 clusters Score -557686.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -553377.812500 Penalty: 4187.892578
	Iteration 0F: 3 clusters Score -553377.8 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -554565.062500 Penalty: 4187.892578
	Iteration 1F: 3 clusters Score -554565.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -554918.875000 Penalty: 4187.892578
	Iteration 2F: 3 clusters Score -554918.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -555124.750000 Penalty: 4187.892578
	Iteration 3F: 3 clusters Score -555124.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -555269.812500 Penalty: 4187.892578
	Iteration 4Q: 3 clusters Score -555269.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -555395.750000 Penalty: 4187.892578
	Iteration 5Q: 3 clusters Score -555395.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -555473.000000 Penalty: 4187.892578
	Iteration 6Q: 3 clusters Score -555473 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -555534.875000 Penalty: 4187.892578
	Iteration 7Q: 3 clusters Score -555534.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -555594.937500 Penalty: 4187.892578
	Iteration 8Q: 3 clusters Score -555594.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -555667.812500 Penalty: 4187.892578
	Iteration 9Q: 3 clusters Score -555667.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -555740.250000 Penalty: 4187.892578
	Iteration 10Q: 3 clusters Score -555740.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -555795.812500 Penalty: 4187.892578
	Iteration 11Q: 3 clusters Score -555795.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -555851.062500 Penalty: 4187.892578
	Iteration 12Q: 3 clusters Score -555851.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -555912.187500 Penalty: 4187.892578
	Iteration 13Q: 3 clusters Score -555912.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -555957.562500 Penalty: 4187.892578
	Iteration 14Q: 3 clusters Score -555957.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -556000.562500 Penalty: 4187.892578
	Iteration 15Q: 3 clusters Score -556000.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -556030.000000 Penalty: 4187.892578
	Iteration 16Q: 3 clusters Score -556030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -556059.875000 Penalty: 4187.892578
	Iteration 17Q: 3 clusters Score -556059.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -556093.312500 Penalty: 4187.892578
	Iteration 18Q: 3 clusters Score -556093.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -556124.875000 Penalty: 4187.892578
	Iteration 19Q: 3 clusters Score -556124.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -556151.125000 Penalty: 4187.892578
	Iteration 20F: 3 clusters Score -556151.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -556178.062500 Penalty: 4187.892578
	Iteration 21Q: 3 clusters Score -556178.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -556195.750000 Penalty: 4187.892578
	Iteration 22Q: 3 clusters Score -556195.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -556211.187500 Penalty: 4187.892578
	Iteration 23Q: 3 clusters Score -556211.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -556223.312500 Penalty: 4187.892578
	Iteration 24Q: 3 clusters Score -556223.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -556233.750000 Penalty: 4187.892578
	Iteration 25Q: 3 clusters Score -556233.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -556242.125000 Penalty: 4187.892578
	Iteration 26Q: 3 clusters Score -556242.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -556250.125000 Penalty: 4187.892578
	Iteration 27Q: 3 clusters Score -556250.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -556256.875000 Penalty: 4187.892578
	Iteration 28Q: 3 clusters Score -556256.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -556263.187500 Penalty: 4187.892578
	Iteration 29Q: 3 clusters Score -556263.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -556268.750000 Penalty: 4187.892578
	Iteration 30Q: 3 clusters Score -556268.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -556273.562500 Penalty: 4187.892578
	Iteration 31Q: 3 clusters Score -556273.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -556276.625000 Penalty: 4187.892578
	Iteration 32Q: 3 clusters Score -556276.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -556282.562500 Penalty: 4187.892578
	Iteration 33Q: 3 clusters Score -556282.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -556285.625000 Penalty: 4187.892578
	Iteration 34Q: 3 clusters Score -556285.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -556292.062500 Penalty: 4187.892578
	Iteration 35Q: 3 clusters Score -556292.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -556291.500000 Penalty: 4187.892578
	Iteration 36Q: 3 clusters Score -556291.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -556293.937500 Penalty: 4187.892578
	Iteration 37Q: 3 clusters Score -556293.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -556296.437500 Penalty: 4187.892578
	Iteration 38Q: 3 clusters Score -556296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -556296.375000 Penalty: 4187.892578
	Iteration 39Q: 3 clusters Score -556296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -556297.562500 Penalty: 4187.892578
	Iteration 40F: 3 clusters Score -556297.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -556297.062500 Penalty: 4187.892578
	Iteration 41Q: 3 clusters Score -556297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -556297.750000 Penalty: 4187.892578
	Iteration 42Q: 3 clusters Score -556297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -556298.875000 Penalty: 4187.892578
	Iteration 43Q: 3 clusters Score -556298.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -556299.437500 Penalty: 4187.892578
	Iteration 44Q: 3 clusters Score -556299.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -556300.875000 Penalty: 4187.892578
	Iteration 45Q: 3 clusters Score -556300.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -556302.875000 Penalty: 4187.892578
	Iteration 46Q: 3 clusters Score -556302.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -556307.875000 Penalty: 4187.892578
	Iteration 47Q: 3 clusters Score -556307.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -556309.687500 Penalty: 4187.892578
	Iteration 48Q: 3 clusters Score -556309.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -556310.875000 Penalty: 4187.892578
	Iteration 49Q: 3 clusters Score -556310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -556313.187500 Penalty: 4187.892578
	Iteration 50Q: 3 clusters Score -556313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -556314.750000 Penalty: 4187.892578
	Iteration 51Q: 3 clusters Score -556314.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -556314.937500 Penalty: 4187.892578
	Iteration 52Q: 3 clusters Score -556314.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -556315.062500 Penalty: 4187.892578
	Iteration 53Q: 3 clusters Score -556315.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -556315.062500 Penalty: 4187.892578
	Iteration 54F: 3 clusters Score -556315.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (107725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107725 members 
Entering Unmasked Estep 
Score: -13725843.000000 Penalty: 2873.659424
	Iteration 0F: 2 clusters Score -1.372584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -13653889.000000 Penalty: 5747.318848
	Iteration 0F: 3 clusters Score -1.365389e+07 nChanged 50979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -13682374.000000 Penalty: 5747.318848
	Iteration 1F: 3 clusters Score -1.368237e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -13682955.000000 Penalty: 5747.318848
	Iteration 2Q: 3 clusters Score -1.368296e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -13683831.000000 Penalty: 5747.318848
	Iteration 3Q: 3 clusters Score -1.368383e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -13685468.000000 Penalty: 5747.318848
	Iteration 4Q: 3 clusters Score -1.368547e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -13688352.000000 Penalty: 5747.318848
	Iteration 5F: 3 clusters Score -1.368835e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 77746 members 
Entering Unmasked Estep 
Score: -13693807.000000 Penalty: 5747.318848
	Iteration 6F: 3 clusters Score -1.369381e+07 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 87751 members 
Entering Unmasked Estep 
Score: -13702806.000000 Penalty: 5747.318848
	Iteration 7F: 3 clusters Score -1.370281e+07 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 97702 members 
Entering Unmasked Estep 
Score: -13713194.000000 Penalty: 5747.318848
	Iteration 8F: 3 clusters Score -1.371319e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 104118 members 
Entering Unmasked Estep 
Score: -13719876.000000 Penalty: 5747.318848
	Iteration 9F: 3 clusters Score -1.371988e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 106643 members 
Entering Unmasked Estep 
Score: -13722327.000000 Penalty: 5747.318848
	Iteration 10Q: 3 clusters Score -1.372233e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 107323 members 
Entering Unmasked Estep 
Score: -13722993.000000 Penalty: 5747.318848
	Iteration 11Q: 3 clusters Score -1.372299e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 107465 members 
Entering Unmasked Estep 
Score: -13723155.000000 Penalty: 5747.318848
	Iteration 12Q: 3 clusters Score -1.372316e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 107502 members 
Entering Unmasked Estep 
Score: -13723187.000000 Penalty: 5747.318848
	Iteration 13Q: 3 clusters Score -1.372319e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 107523 members 
Entering Unmasked Estep 
Score: -13723249.000000 Penalty: 5747.318848
	Iteration 14Q: 3 clusters Score -1.372325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 107525 members 
Entering Unmasked Estep 
Score: -13723266.000000 Penalty: 5747.318848
	Iteration 15Q: 3 clusters Score -1.372327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 107532 members 
Entering Unmasked Estep 
Score: -13723280.000000 Penalty: 5747.318848
	Iteration 16Q: 3 clusters Score -1.372328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 107537 members 
Entering Unmasked Estep 
Score: -13723311.000000 Penalty: 5747.318848
	Iteration 17Q: 3 clusters Score -1.372331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 107541 members 
Entering Unmasked Estep 
Score: -13723335.000000 Penalty: 5747.318848
	Iteration 18Q: 3 clusters Score -1.372334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 107541 members 
Entering Unmasked Estep 
Score: -13723334.000000 Penalty: 5747.318848
	Iteration 19Q: 3 clusters Score -1.372333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 107541 members 
Entering Unmasked Estep 
Score: -13723338.000000 Penalty: 5747.318848
	Iteration 20F: 3 clusters Score -1.372334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 107541 members 
Entering Unmasked Estep 
Score: -13723337.000000 Penalty: 5747.318848
	Iteration 21Q: 3 clusters Score -1.372334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 107542 members 
Entering Unmasked Estep 
Score: -13723346.000000 Penalty: 5747.318848
	Iteration 22Q: 3 clusters Score -1.372335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 107543 members 
Entering Unmasked Estep 
Score: -13723341.000000 Penalty: 5747.318848
	Iteration 23Q: 3 clusters Score -1.372334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 107543 members 
Entering Unmasked Estep 
Score: -13723341.000000 Penalty: 5747.318848
	Iteration 24F: 3 clusters Score -1.372334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -45291.183594 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -45291.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43844.257812 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -43844.26 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44091.074219 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -44091.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44221.761719 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -44221.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44284.082031 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -44284.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44332.031250 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -44332.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44364.910156 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -44364.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44388.570312 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -44388.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44425.621094 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -44425.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44468.628906 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -44468.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44526.480469 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -44526.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44558.835938 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -44558.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44582.023438 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -44582.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44602.238281 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -44602.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44605.253906 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -44605.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44605.253906 Penalty: 3020.166260
	Iteration 14F: 3 clusters Score -44605.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Entering Unmasked Estep 
Score: -1542103.500000 Penalty: 2322.592041
	Iteration 0F: 2 clusters Score -1542104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1533319.625000 Penalty: 4645.184082
	Iteration 0F: 3 clusters Score -1533320 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1535961.250000 Penalty: 4645.184082
	Iteration 1F: 3 clusters Score -1535961 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1536270.125000 Penalty: 4645.184082
	Iteration 2F: 3 clusters Score -1536270 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1536455.750000 Penalty: 4645.184082
	Iteration 3Q: 3 clusters Score -1536456 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1536588.875000 Penalty: 4645.184082
	Iteration 4Q: 3 clusters Score -1536589 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1536696.875000 Penalty: 4645.184082
	Iteration 5Q: 3 clusters Score -1536697 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1536764.500000 Penalty: 4645.184082
	Iteration 6Q: 3 clusters Score -1536764 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1536841.125000 Penalty: 4645.184082
	Iteration 7Q: 3 clusters Score -1536841 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1536919.000000 Penalty: 4645.184082
	Iteration 8Q: 3 clusters Score -1536919 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1536996.750000 Penalty: 4645.184082
	Iteration 9Q: 3 clusters Score -1536997 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1537091.750000 Penalty: 4645.184082
	Iteration 10Q: 3 clusters Score -1537092 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1537210.625000 Penalty: 4645.184082
	Iteration 11Q: 3 clusters Score -1537211 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1537346.375000 Penalty: 4645.184082
	Iteration 12Q: 3 clusters Score -1537346 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1537518.250000 Penalty: 4645.184082
	Iteration 13Q: 3 clusters Score -1537518 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1537713.125000 Penalty: 4645.184082
	Iteration 14Q: 3 clusters Score -1537713 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1537952.125000 Penalty: 4645.184082
	Iteration 15Q: 3 clusters Score -1537952 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1538243.375000 Penalty: 4645.184082
	Iteration 16Q: 3 clusters Score -1538243 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1538572.000000 Penalty: 4645.184082
	Iteration 17Q: 3 clusters Score -1538572 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1538888.875000 Penalty: 4645.184082
	Iteration 18Q: 3 clusters Score -1538889 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1539165.125000 Penalty: 4645.184082
	Iteration 19Q: 3 clusters Score -1539165 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1539402.625000 Penalty: 4645.184082
	Iteration 20F: 3 clusters Score -1539403 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1539592.750000 Penalty: 4645.184082
	Iteration 21Q: 3 clusters Score -1539593 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1539742.125000 Penalty: 4645.184082
	Iteration 22Q: 3 clusters Score -1539742 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1539846.375000 Penalty: 4645.184082
	Iteration 23Q: 3 clusters Score -1539846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1539924.125000 Penalty: 4645.184082
	Iteration 24Q: 3 clusters Score -1539924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1539967.250000 Penalty: 4645.184082
	Iteration 25Q: 3 clusters Score -1539967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1539998.250000 Penalty: 4645.184082
	Iteration 26Q: 3 clusters Score -1539998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1540021.875000 Penalty: 4645.184082
	Iteration 27Q: 3 clusters Score -1540022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1540034.000000 Penalty: 4645.184082
	Iteration 28Q: 3 clusters Score -1540034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1540050.000000 Penalty: 4645.184082
	Iteration 29Q: 3 clusters Score -1540050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1540068.125000 Penalty: 4645.184082
	Iteration 30Q: 3 clusters Score -1540068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1540084.500000 Penalty: 4645.184082
	Iteration 31Q: 3 clusters Score -1540084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1540096.125000 Penalty: 4645.184082
	Iteration 32Q: 3 clusters Score -1540096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1540101.000000 Penalty: 4645.184082
	Iteration 33Q: 3 clusters Score -1540101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1540103.875000 Penalty: 4645.184082
	Iteration 34Q: 3 clusters Score -1540104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1540105.250000 Penalty: 4645.184082
	Iteration 35Q: 3 clusters Score -1540105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1540108.375000 Penalty: 4645.184082
	Iteration 36Q: 3 clusters Score -1540108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1540108.375000 Penalty: 4645.184082
	Iteration 37F: 3 clusters Score -1540108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Entering Unmasked Estep 
Score: -5304932.000000 Penalty: 2639.101074
	Iteration 0F: 2 clusters Score -5304932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -5276606.000000 Penalty: 5278.202148
	Iteration 0F: 3 clusters Score -5276606 nChanged 19018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -5287045.000000 Penalty: 5278.202148
	Iteration 1F: 3 clusters Score -5287045 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -5287473.500000 Penalty: 5278.202148
	Iteration 2Q: 3 clusters Score -5287474 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -5287840.000000 Penalty: 5278.202148
	Iteration 3Q: 3 clusters Score -5287840 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -5288157.500000 Penalty: 5278.202148
	Iteration 4Q: 3 clusters Score -5288158 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -5288544.000000 Penalty: 5278.202148
	Iteration 5Q: 3 clusters Score -5288544 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -5289036.000000 Penalty: 5278.202148
	Iteration 6Q: 3 clusters Score -5289036 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -5289677.000000 Penalty: 5278.202148
	Iteration 7Q: 3 clusters Score -5289677 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -5290646.500000 Penalty: 5278.202148
	Iteration 8Q: 3 clusters Score -5290646 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -5292066.000000 Penalty: 5278.202148
	Iteration 9F: 3 clusters Score -5292066 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -5294135.500000 Penalty: 5278.202148
	Iteration 10F: 3 clusters Score -5294136 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -5296681.500000 Penalty: 5278.202148
	Iteration 11F: 3 clusters Score -5296682 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -5299208.000000 Penalty: 5278.202148
	Iteration 12F: 3 clusters Score -5299208 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5300976.500000 Penalty: 5278.202148
	Iteration 13Q: 3 clusters Score -5300976 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5301826.000000 Penalty: 5278.202148
	Iteration 14Q: 3 clusters Score -5301826 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5302229.500000 Penalty: 5278.202148
	Iteration 15Q: 3 clusters Score -5302230 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5302426.000000 Penalty: 5278.202148
	Iteration 16Q: 3 clusters Score -5302426 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5302525.000000 Penalty: 5278.202148
	Iteration 17Q: 3 clusters Score -5302525 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5302591.000000 Penalty: 5278.202148
	Iteration 18Q: 3 clusters Score -5302591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5302629.000000 Penalty: 5278.202148
	Iteration 19Q: 3 clusters Score -5302629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5302648.500000 Penalty: 5278.202148
	Iteration 20F: 3 clusters Score -5302648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5302654.500000 Penalty: 5278.202148
	Iteration 21Q: 3 clusters Score -5302654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5302666.500000 Penalty: 5278.202148
	Iteration 22Q: 3 clusters Score -5302666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5302669.500000 Penalty: 5278.202148
	Iteration 23Q: 3 clusters Score -5302670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5302669.500000 Penalty: 5278.202148
	Iteration 24F: 3 clusters Score -5302670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (77463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77463 members 
Entering Unmasked Estep 
Score: -9812930.000000 Penalty: 2791.873779
	Iteration 0F: 2 clusters Score -9812930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -9761143.000000 Penalty: 5583.747559
	Iteration 0F: 3 clusters Score -9761143 nChanged 36340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -9781866.000000 Penalty: 5583.747559
	Iteration 1F: 3 clusters Score -9781866 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -9782837.000000 Penalty: 5583.747559
	Iteration 2Q: 3 clusters Score -9782837 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -9784362.000000 Penalty: 5583.747559
	Iteration 3Q: 3 clusters Score -9784362 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -9786143.000000 Penalty: 5583.747559
	Iteration 4Q: 3 clusters Score -9786143 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -9788048.000000 Penalty: 5583.747559
	Iteration 5Q: 3 clusters Score -9788048 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -9789761.000000 Penalty: 5583.747559
	Iteration 6Q: 3 clusters Score -9789761 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -9791662.000000 Penalty: 5583.747559
	Iteration 7Q: 3 clusters Score -9791662 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -9793377.000000 Penalty: 5583.747559
	Iteration 8Q: 3 clusters Score -9793377 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -9795363.000000 Penalty: 5583.747559
	Iteration 9Q: 3 clusters Score -9795363 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -9797505.000000 Penalty: 5583.747559
	Iteration 10Q: 3 clusters Score -9797505 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
Score: -9799965.000000 Penalty: 5583.747559
	Iteration 11Q: 3 clusters Score -9799965 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -9802417.000000 Penalty: 5583.747559
	Iteration 12Q: 3 clusters Score -9802417 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -9804753.000000 Penalty: 5583.747559
	Iteration 13Q: 3 clusters Score -9804753 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 71593 members 
Entering Unmasked Estep 
Score: -9806744.000000 Penalty: 5583.747559
	Iteration 14Q: 3 clusters Score -9806744 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -9808219.000000 Penalty: 5583.747559
	Iteration 15Q: 3 clusters Score -9808219 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -9809064.000000 Penalty: 5583.747559
	Iteration 16Q: 3 clusters Score -9809064 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -9809592.000000 Penalty: 5583.747559
	Iteration 17Q: 3 clusters Score -9809592 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -9809935.000000 Penalty: 5583.747559
	Iteration 18Q: 3 clusters Score -9809935 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 76610 members 
Entering Unmasked Estep 
Score: -9810150.000000 Penalty: 5583.747559
	Iteration 19Q: 3 clusters Score -9810150 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 76762 members 
Entering Unmasked Estep 
Score: -9810278.000000 Penalty: 5583.747559
	Iteration 20F: 3 clusters Score -9810278 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 76868 members 
Entering Unmasked Estep 
Score: -9810352.000000 Penalty: 5583.747559
	Iteration 21Q: 3 clusters Score -9810352 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 76924 members 
Entering Unmasked Estep 
Score: -9810419.000000 Penalty: 5583.747559
	Iteration 22Q: 3 clusters Score -9810419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -9810462.000000 Penalty: 5583.747559
	Iteration 23Q: 3 clusters Score -9810462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -9810491.000000 Penalty: 5583.747559
	Iteration 24Q: 3 clusters Score -9810491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 77010 members 
Entering Unmasked Estep 
Score: -9810520.000000 Penalty: 5583.747559
	Iteration 25Q: 3 clusters Score -9810520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 77022 members 
Entering Unmasked Estep 
Score: -9810548.000000 Penalty: 5583.747559
	Iteration 26Q: 3 clusters Score -9810548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 77034 members 
Entering Unmasked Estep 
Score: -9810561.000000 Penalty: 5583.747559
	Iteration 27Q: 3 clusters Score -9810561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -9810569.000000 Penalty: 5583.747559
	Iteration 28Q: 3 clusters Score -9810569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 77052 members 
Entering Unmasked Estep 
Score: -9810573.000000 Penalty: 5583.747559
	Iteration 29Q: 3 clusters Score -9810573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 77054 members 
Entering Unmasked Estep 
Score: -9810587.000000 Penalty: 5583.747559
	Iteration 30Q: 3 clusters Score -9810587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 77059 members 
Entering Unmasked Estep 
Score: -9810583.000000 Penalty: 5583.747559
	Iteration 31Q: 3 clusters Score -9810583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 77060 members 
Entering Unmasked Estep 
Score: -9810591.000000 Penalty: 5583.747559
	Iteration 32Q: 3 clusters Score -9810591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -9810600.000000 Penalty: 5583.747559
	Iteration 33Q: 3 clusters Score -9810600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 77062 members 
Entering Unmasked Estep 
Score: -9810604.000000 Penalty: 5583.747559
	Iteration 34Q: 3 clusters Score -9810604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 77062 members 
Entering Unmasked Estep 
Score: -9810604.000000 Penalty: 5583.747559
	Iteration 35F: 3 clusters Score -9810604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (163745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163745 members 
Entering Unmasked Estep 
Score: -20955678.000000 Penalty: 2977.504150
	Iteration 0F: 2 clusters Score -2.095568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -20851766.000000 Penalty: 5955.008301
	Iteration 0F: 3 clusters Score -2.085177e+07 nChanged 78371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85932 members 
Mstep: Class 2 contains 77813 members 
Entering Unmasked Estep 
Score: -20897448.000000 Penalty: 5955.008301
	Iteration 1F: 3 clusters Score -2.089745e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 75444 members 
Entering Unmasked Estep 
Score: -20898558.000000 Penalty: 5955.008301
	Iteration 2Q: 3 clusters Score -2.089856e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 71744 members 
Entering Unmasked Estep 
Score: -20900012.000000 Penalty: 5955.008301
	Iteration 3Q: 3 clusters Score -2.090001e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -20902134.000000 Penalty: 5955.008301
	Iteration 4Q: 3 clusters Score -2.090213e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105426 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -20906266.000000 Penalty: 5955.008301
	Iteration 5F: 3 clusters Score -2.090627e+07 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116314 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -20913448.000000 Penalty: 5955.008301
	Iteration 6F: 3 clusters Score -2.091345e+07 nChanged 13788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130050 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -20925066.000000 Penalty: 5955.008301
	Iteration 7F: 3 clusters Score -2.092507e+07 nChanged 13971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144011 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -20938320.000000 Penalty: 5955.008301
	Iteration 8F: 3 clusters Score -2.093832e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154714 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -20947162.000000 Penalty: 5955.008301
	Iteration 9F: 3 clusters Score -2.094716e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160148 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -20950850.000000 Penalty: 5955.008301
	Iteration 10Q: 3 clusters Score -2.095085e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162314 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -20952158.000000 Penalty: 5955.008301
	Iteration 11Q: 3 clusters Score -2.095216e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163040 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -20952650.000000 Penalty: 5955.008301
	Iteration 12Q: 3 clusters Score -2.095265e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163286 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -20952894.000000 Penalty: 5955.008301
	Iteration 13Q: 3 clusters Score -2.095289e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163382 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -20952980.000000 Penalty: 5955.008301
	Iteration 14Q: 3 clusters Score -2.095298e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163432 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -20953026.000000 Penalty: 5955.008301
	Iteration 15Q: 3 clusters Score -2.095303e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163451 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20953060.000000 Penalty: 5955.008301
	Iteration 16Q: 3 clusters Score -2.095306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163457 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20953098.000000 Penalty: 5955.008301
	Iteration 17Q: 3 clusters Score -2.09531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163462 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -20953120.000000 Penalty: 5955.008301
	Iteration 18Q: 3 clusters Score -2.095312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163466 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -20953108.000000 Penalty: 5955.008301
	Iteration 19Q: 3 clusters Score -2.095311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163468 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -20953124.000000 Penalty: 5955.008301
	Iteration 20F: 3 clusters Score -2.095312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163467 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -20953124.000000 Penalty: 5955.008301
	Iteration 21Q: 3 clusters Score -2.095312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163468 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -20953134.000000 Penalty: 5955.008301
	Iteration 22Q: 3 clusters Score -2.095313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163468 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -20953142.000000 Penalty: 5955.008301
	Iteration 23Q: 3 clusters Score -2.095314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163470 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20953126.000000 Penalty: 5955.008301
	Iteration 24Q: 3 clusters Score -2.095313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163469 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20953124.000000 Penalty: 5955.008301
	Iteration 25Q: 3 clusters Score -2.095312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163470 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20953120.000000 Penalty: 5955.008301
	Iteration 26Q: 3 clusters Score -2.095312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163471 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20953122.000000 Penalty: 5955.008301
	Iteration 27Q: 3 clusters Score -2.095312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163473 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -20953138.000000 Penalty: 5955.008301
	Iteration 28Q: 3 clusters Score -2.095314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163473 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -20953138.000000 Penalty: 5955.008301
	Iteration 29Q: 3 clusters Score -2.095314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20953126.000000 Penalty: 5955.008301
	Iteration 30Q: 3 clusters Score -2.095313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20953126.000000 Penalty: 5955.008301
	Iteration 31F: 3 clusters Score -2.095313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (106450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106450 members 
Entering Unmasked Estep 
Score: -13579372.000000 Penalty: 2870.706787
	Iteration 0F: 2 clusters Score -1.357937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -13508929.000000 Penalty: 5741.413574
	Iteration 0F: 3 clusters Score -1.350893e+07 nChanged 50202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -13537475.000000 Penalty: 5741.413574
	Iteration 1F: 3 clusters Score -1.353748e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -13538205.000000 Penalty: 5741.413574
	Iteration 2Q: 3 clusters Score -1.35382e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -13538904.000000 Penalty: 5741.413574
	Iteration 3Q: 3 clusters Score -1.35389e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60316 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -13539828.000000 Penalty: 5741.413574
	Iteration 4Q: 3 clusters Score -1.353983e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -13541217.000000 Penalty: 5741.413574
	Iteration 5Q: 3 clusters Score -1.354122e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -13543762.000000 Penalty: 5741.413574
	Iteration 6Q: 3 clusters Score -1.354376e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -13548180.000000 Penalty: 5741.413574
	Iteration 7F: 3 clusters Score -1.354818e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -13554887.000000 Penalty: 5741.413574
	Iteration 8F: 3 clusters Score -1.355489e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92881 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -13563356.000000 Penalty: 5741.413574
	Iteration 9F: 3 clusters Score -1.356336e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100187 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -13570599.000000 Penalty: 5741.413574
	Iteration 10F: 3 clusters Score -1.35706e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104123 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -13574626.000000 Penalty: 5741.413574
	Iteration 11Q: 3 clusters Score -1.357463e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105650 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -13576102.000000 Penalty: 5741.413574
	Iteration 12Q: 3 clusters Score -1.35761e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106052 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -13576490.000000 Penalty: 5741.413574
	Iteration 13Q: 3 clusters Score -1.357649e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106160 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -13576619.000000 Penalty: 5741.413574
	Iteration 14Q: 3 clusters Score -1.357662e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106200 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13576687.000000 Penalty: 5741.413574
	Iteration 15Q: 3 clusters Score -1.357669e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106212 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13576713.000000 Penalty: 5741.413574
	Iteration 16Q: 3 clusters Score -1.357671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106220 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13576724.000000 Penalty: 5741.413574
	Iteration 17Q: 3 clusters Score -1.357672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106227 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13576747.000000 Penalty: 5741.413574
	Iteration 18Q: 3 clusters Score -1.357675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106234 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13576767.000000 Penalty: 5741.413574
	Iteration 19Q: 3 clusters Score -1.357677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106237 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13576775.000000 Penalty: 5741.413574
	Iteration 20F: 3 clusters Score -1.357678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106241 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13576772.000000 Penalty: 5741.413574
	Iteration 21Q: 3 clusters Score -1.357677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106245 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13576786.000000 Penalty: 5741.413574
	Iteration 22Q: 3 clusters Score -1.357679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106247 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13576796.000000 Penalty: 5741.413574
	Iteration 23Q: 3 clusters Score -1.35768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13576796.000000 Penalty: 5741.413574
	Iteration 24Q: 3 clusters Score -1.35768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13576802.000000 Penalty: 5741.413574
	Iteration 25Q: 3 clusters Score -1.35768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13576802.000000 Penalty: 5741.413574
	Iteration 26F: 3 clusters Score -1.35768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (149675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149675 members 
Entering Unmasked Estep 
Score: -19198936.000000 Penalty: 2955.222900
	Iteration 0F: 2 clusters Score -1.919894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 74606 members 
Entering Unmasked Estep 
Score: -19100798.000000 Penalty: 5910.445801
	Iteration 0F: 3 clusters Score -1.91008e+07 nChanged 71556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76651 members 
Mstep: Class 2 contains 73024 members 
Entering Unmasked Estep 
Score: -19142378.000000 Penalty: 5910.445801
	Iteration 1F: 3 clusters Score -1.914238e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 71848 members 
Entering Unmasked Estep 
Score: -19143374.000000 Penalty: 5910.445801
	Iteration 2Q: 3 clusters Score -1.914337e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -19144524.000000 Penalty: 5910.445801
	Iteration 3Q: 3 clusters Score -1.914452e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 67517 members 
Entering Unmasked Estep 
Score: -19146032.000000 Penalty: 5910.445801
	Iteration 4Q: 3 clusters Score -1.914603e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85871 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -19148262.000000 Penalty: 5910.445801
	Iteration 5Q: 3 clusters Score -1.914826e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91181 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -19151292.000000 Penalty: 5910.445801
	Iteration 6Q: 3 clusters Score -1.915129e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98483 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -19155978.000000 Penalty: 5910.445801
	Iteration 7F: 3 clusters Score -1.915598e+07 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -19162654.000000 Penalty: 5910.445801
	Iteration 8F: 3 clusters Score -1.916265e+07 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118519 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -19171142.000000 Penalty: 5910.445801
	Iteration 9F: 3 clusters Score -1.917114e+07 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128886 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -19180182.000000 Penalty: 5910.445801
	Iteration 10F: 3 clusters Score -1.918018e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137348 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -19187642.000000 Penalty: 5910.445801
	Iteration 11F: 3 clusters Score -1.918764e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143116 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -19192412.000000 Penalty: 5910.445801
	Iteration 12Q: 3 clusters Score -1.919241e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146325 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -19194564.000000 Penalty: 5910.445801
	Iteration 13Q: 3 clusters Score -1.919456e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147766 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -19195454.000000 Penalty: 5910.445801
	Iteration 14Q: 3 clusters Score -1.919545e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148434 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -19195864.000000 Penalty: 5910.445801
	Iteration 15Q: 3 clusters Score -1.919586e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148744 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -19196050.000000 Penalty: 5910.445801
	Iteration 16Q: 3 clusters Score -1.919605e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148904 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -19196200.000000 Penalty: 5910.445801
	Iteration 17Q: 3 clusters Score -1.91962e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148982 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -19196268.000000 Penalty: 5910.445801
	Iteration 18Q: 3 clusters Score -1.919627e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149033 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -19196320.000000 Penalty: 5910.445801
	Iteration 19Q: 3 clusters Score -1.919632e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149064 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -19196346.000000 Penalty: 5910.445801
	Iteration 20F: 3 clusters Score -1.919635e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149088 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -19196376.000000 Penalty: 5910.445801
	Iteration 21Q: 3 clusters Score -1.919638e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149106 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -19196392.000000 Penalty: 5910.445801
	Iteration 22Q: 3 clusters Score -1.919639e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149121 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -19196408.000000 Penalty: 5910.445801
	Iteration 23Q: 3 clusters Score -1.919641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149132 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19196436.000000 Penalty: 5910.445801
	Iteration 24Q: 3 clusters Score -1.919644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149145 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -19196436.000000 Penalty: 5910.445801
	Iteration 25Q: 3 clusters Score -1.919644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149154 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -19196436.000000 Penalty: 5910.445801
	Iteration 26Q: 3 clusters Score -1.919644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149162 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -19196442.000000 Penalty: 5910.445801
	Iteration 27Q: 3 clusters Score -1.919644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149167 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -19196454.000000 Penalty: 5910.445801
	Iteration 28Q: 3 clusters Score -1.919645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149172 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -19196460.000000 Penalty: 5910.445801
	Iteration 29Q: 3 clusters Score -1.919646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149173 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -19196446.000000 Penalty: 5910.445801
	Iteration 30Q: 3 clusters Score -1.919645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149170 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -19196442.000000 Penalty: 5910.445801
	Iteration 31Q: 3 clusters Score -1.919644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149173 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -19196456.000000 Penalty: 5910.445801
	Iteration 32Q: 3 clusters Score -1.919646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149178 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -19196474.000000 Penalty: 5910.445801
	Iteration 33Q: 3 clusters Score -1.919647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149182 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -19196472.000000 Penalty: 5910.445801
	Iteration 34Q: 3 clusters Score -1.919647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149185 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -19196480.000000 Penalty: 5910.445801
	Iteration 35Q: 3 clusters Score -1.919648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149186 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -19196478.000000 Penalty: 5910.445801
	Iteration 36Q: 3 clusters Score -1.919648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149189 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -19196482.000000 Penalty: 5910.445801
	Iteration 37Q: 3 clusters Score -1.919648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149192 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -19196480.000000 Penalty: 5910.445801
	Iteration 38Q: 3 clusters Score -1.919648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149196 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -19196482.000000 Penalty: 5910.445801
	Iteration 39Q: 3 clusters Score -1.919648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149199 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -19196494.000000 Penalty: 5910.445801
	Iteration 40F: 3 clusters Score -1.919649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149199 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -19196486.000000 Penalty: 5910.445801
	Iteration 41Q: 3 clusters Score -1.919649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149197 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -19196490.000000 Penalty: 5910.445801
	Iteration 42Q: 3 clusters Score -1.919649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149196 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -19196492.000000 Penalty: 5910.445801
	Iteration 43Q: 3 clusters Score -1.919649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149196 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -19196492.000000 Penalty: 5910.445801
	Iteration 44F: 3 clusters Score -1.919649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Entering Unmasked Estep 
Score: -270643.843750 Penalty: 1904.454346
	Iteration 0F: 2 clusters Score -270643.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -267895.718750 Penalty: 3808.908691
	Iteration 0F: 3 clusters Score -267895.7 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -268359.937500 Penalty: 3808.908691
	Iteration 1F: 3 clusters Score -268359.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -268491.687500 Penalty: 3808.908691
	Iteration 2F: 3 clusters Score -268491.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -268581.187500 Penalty: 3808.908691
	Iteration 3Q: 3 clusters Score -268581.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -268645.031250 Penalty: 3808.908691
	Iteration 4Q: 3 clusters Score -268645 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -268701.812500 Penalty: 3808.908691
	Iteration 5Q: 3 clusters Score -268701.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -268734.187500 Penalty: 3808.908691
	Iteration 6Q: 3 clusters Score -268734.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -268756.375000 Penalty: 3808.908691
	Iteration 7Q: 3 clusters Score -268756.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -268768.437500 Penalty: 3808.908691
	Iteration 8Q: 3 clusters Score -268768.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -268778.281250 Penalty: 3808.908691
	Iteration 9Q: 3 clusters Score -268778.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -268788.187500 Penalty: 3808.908691
	Iteration 10Q: 3 clusters Score -268788.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -268799.968750 Penalty: 3808.908691
	Iteration 11Q: 3 clusters Score -268800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -268808.531250 Penalty: 3808.908691
	Iteration 12Q: 3 clusters Score -268808.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -268812.125000 Penalty: 3808.908691
	Iteration 13Q: 3 clusters Score -268812.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -268815.343750 Penalty: 3808.908691
	Iteration 14Q: 3 clusters Score -268815.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -268818.250000 Penalty: 3808.908691
	Iteration 15Q: 3 clusters Score -268818.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -268821.312500 Penalty: 3808.908691
	Iteration 16Q: 3 clusters Score -268821.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -268823.843750 Penalty: 3808.908691
	Iteration 17Q: 3 clusters Score -268823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -268824.968750 Penalty: 3808.908691
	Iteration 18Q: 3 clusters Score -268825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -268825.937500 Penalty: 3808.908691
	Iteration 19Q: 3 clusters Score -268825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -268826.125000 Penalty: 3808.908691
	Iteration 20F: 3 clusters Score -268826.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -268826.187500 Penalty: 3808.908691
	Iteration 21Q: 3 clusters Score -268826.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -268826.187500 Penalty: 3808.908691
	Iteration 22F: 3 clusters Score -268826.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -244270.000000 Penalty: 1880.897705
	Iteration 0F: 2 clusters Score -244270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -241667.812500 Penalty: 3761.795410
	Iteration 0F: 3 clusters Score -241667.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -242138.015625 Penalty: 3761.795410
	Iteration 1F: 3 clusters Score -242138 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -242261.750000 Penalty: 3761.795410
	Iteration 2F: 3 clusters Score -242261.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -242322.234375 Penalty: 3761.795410
	Iteration 3Q: 3 clusters Score -242322.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -242363.640625 Penalty: 3761.795410
	Iteration 4Q: 3 clusters Score -242363.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -242391.671875 Penalty: 3761.795410
	Iteration 5Q: 3 clusters Score -242391.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -242420.109375 Penalty: 3761.795410
	Iteration 6Q: 3 clusters Score -242420.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -242449.296875 Penalty: 3761.795410
	Iteration 7Q: 3 clusters Score -242449.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -242468.750000 Penalty: 3761.795410
	Iteration 8Q: 3 clusters Score -242468.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -242485.078125 Penalty: 3761.795410
	Iteration 9Q: 3 clusters Score -242485.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -242497.093750 Penalty: 3761.795410
	Iteration 10Q: 3 clusters Score -242497.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -242505.890625 Penalty: 3761.795410
	Iteration 11Q: 3 clusters Score -242505.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -242512.187500 Penalty: 3761.795410
	Iteration 12Q: 3 clusters Score -242512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -242514.375000 Penalty: 3761.795410
	Iteration 13Q: 3 clusters Score -242514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -242515.031250 Penalty: 3761.795410
	Iteration 14Q: 3 clusters Score -242515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -242515.640625 Penalty: 3761.795410
	Iteration 15Q: 3 clusters Score -242515.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -242516.437500 Penalty: 3761.795410
	Iteration 16Q: 3 clusters Score -242516.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -242518.859375 Penalty: 3761.795410
	Iteration 17Q: 3 clusters Score -242518.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -242520.812500 Penalty: 3761.795410
	Iteration 18Q: 3 clusters Score -242520.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -242521.718750 Penalty: 3761.795410
	Iteration 19Q: 3 clusters Score -242521.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -242521.718750 Penalty: 3761.795410
	Iteration 20F: 3 clusters Score -242521.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -56128.519531 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -56128.52 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 282 members 
Entering Unmasked Estep 
Score: -54642.441406 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -54642.44 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54951.539062 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -54951.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55169.339844 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -55169.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55583.781250 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -55583.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -55732.578125 Penalty: 3126.099121
	Iteration 4F: 3 clusters Score -55732.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55859.878906 Penalty: 3126.099121
	Iteration 5F: 3 clusters Score -55859.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -55965.851562 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -55965.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -56041.304688 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -56041.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -56093.109375 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -56093.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -56152.425781 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -56152.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -56193.710938 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -56193.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -56209.980469 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -56209.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -56229.222656 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -56229.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -56247.605469 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -56247.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -56247.605469 Penalty: 3126.099121
	Iteration 14F: 3 clusters Score -56247.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52710 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 35928 members 
Mstep: Class 5 contains 14079 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 140800 members 
Mstep: Class 8 contains 142278 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 91913 members 
Mstep: Class 11 contains 9305 members 
Mstep: Class 12 contains 132546 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 107725 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11676 members 
Mstep: Class 17 contains 41837 members 
Mstep: Class 18 contains 77463 members 
Mstep: Class 19 contains 163745 members 
Mstep: Class 20 contains 106450 members 
Mstep: Class 21 contains 149675 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 173 members 
Mstep: Class 25 contains 360 members 
Mstep: Class 26 contains 373 members 
Entering Unmasked Estep 
Score: -161318960.000000 Penalty: 90729.132812
Splitting cluster 24 changes total score from -161320800.000000 to -161318960.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52710 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 35928 members 
Mstep: Class 5 contains 14079 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 140800 members 
Mstep: Class 8 contains 142278 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 91913 members 
Mstep: Class 11 contains 9305 members 
Mstep: Class 12 contains 132546 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 107725 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11676 members 
Mstep: Class 17 contains 41837 members 
Mstep: Class 18 contains 77463 members 
Mstep: Class 19 contains 163745 members 
Mstep: Class 20 contains 106450 members 
Mstep: Class 21 contains 149675 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320976.000000 Penalty: 87239.546875
Iteration 399Q: 26 clusters Score -1.61321e+08 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 52695 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 35982 members 
Mstep: Class 5 contains 14086 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 140469 members 
Mstep: Class 8 contains 142394 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 91962 members 
Mstep: Class 11 contains 9306 members 
Mstep: Class 12 contains 133054 members 
Mstep: Class 13 contains 4641 members 
Mstep: Class 14 contains 107059 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11628 members 
Mstep: Class 17 contains 41939 members 
Mstep: Class 18 contains 77458 members 
Mstep: Class 19 contains 163676 members 
Mstep: Class 20 contains 106636 members 
Mstep: Class 21 contains 149789 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320496.000000 Penalty: 87239.546875
Iteration 400F: 26 clusters Score -1.613205e+08 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 52696 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 36001 members 
Mstep: Class 5 contains 14097 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 140163 members 
Mstep: Class 8 contains 142494 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 91995 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 133578 members 
Mstep: Class 13 contains 4640 members 
Mstep: Class 14 contains 106413 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11593 members 
Mstep: Class 17 contains 42029 members 
Mstep: Class 18 contains 77458 members 
Mstep: Class 19 contains 163595 members 
Mstep: Class 20 contains 106823 members 
Mstep: Class 21 contains 149889 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320720.000000 Penalty: 87239.546875
Iteration 401Q: 26 clusters Score -1.613207e+08 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52690 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 36012 members 
Mstep: Class 5 contains 14104 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 139828 members 
Mstep: Class 8 contains 142543 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 91999 members 
Mstep: Class 11 contains 9310 members 
Mstep: Class 12 contains 134132 members 
Mstep: Class 13 contains 4639 members 
Mstep: Class 14 contains 105762 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 42113 members 
Mstep: Class 18 contains 77471 members 
Mstep: Class 19 contains 163516 members 
Mstep: Class 20 contains 107055 members 
Mstep: Class 21 contains 150036 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320800.000000 Penalty: 87239.546875
Iteration 402Q: 26 clusters Score -1.613208e+08 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52695 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 36026 members 
Mstep: Class 5 contains 14111 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 139440 members 
Mstep: Class 8 contains 142602 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 92013 members 
Mstep: Class 11 contains 9314 members 
Mstep: Class 12 contains 134708 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 105106 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11543 members 
Mstep: Class 17 contains 42214 members 
Mstep: Class 18 contains 77478 members 
Mstep: Class 19 contains 163385 members 
Mstep: Class 20 contains 107328 members 
Mstep: Class 21 contains 150173 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321152.000000 Penalty: 87239.546875
Iteration 403Q: 26 clusters Score -1.613212e+08 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52706 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 36046 members 
Mstep: Class 5 contains 14116 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 138952 members 
Mstep: Class 8 contains 142662 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 92065 members 
Mstep: Class 11 contains 9318 members 
Mstep: Class 12 contains 135309 members 
Mstep: Class 13 contains 4635 members 
Mstep: Class 14 contains 104476 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11493 members 
Mstep: Class 17 contains 42297 members 
Mstep: Class 18 contains 77474 members 
Mstep: Class 19 contains 163332 members 
Mstep: Class 20 contains 107566 members 
Mstep: Class 21 contains 150326 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321536.000000 Penalty: 87239.546875
Iteration 404Q: 26 clusters Score -1.613215e+08 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52711 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 36068 members 
Mstep: Class 5 contains 14109 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 138421 members 
Mstep: Class 8 contains 142739 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 92144 members 
Mstep: Class 11 contains 9327 members 
Mstep: Class 12 contains 135887 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 103805 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11431 members 
Mstep: Class 17 contains 42369 members 
Mstep: Class 18 contains 77481 members 
Mstep: Class 19 contains 163383 members 
Mstep: Class 20 contains 107783 members 
Mstep: Class 21 contains 150481 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321952.000000 Penalty: 87239.546875
Iteration 405Q: 26 clusters Score -1.61322e+08 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52716 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 36103 members 
Mstep: Class 5 contains 14098 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 137830 members 
Mstep: Class 8 contains 142790 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 92245 members 
Mstep: Class 11 contains 9328 members 
Mstep: Class 12 contains 136485 members 
Mstep: Class 13 contains 4631 members 
Mstep: Class 14 contains 103176 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11410 members 
Mstep: Class 17 contains 42426 members 
Mstep: Class 18 contains 77499 members 
Mstep: Class 19 contains 163471 members 
Mstep: Class 20 contains 107990 members 
Mstep: Class 21 contains 150575 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322144.000000 Penalty: 87239.546875
Iteration 406Q: 26 clusters Score -1.613221e+08 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52716 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 36120 members 
Mstep: Class 5 contains 14077 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 137202 members 
Mstep: Class 8 contains 142870 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 92379 members 
Mstep: Class 11 contains 9331 members 
Mstep: Class 12 contains 137083 members 
Mstep: Class 13 contains 4628 members 
Mstep: Class 14 contains 102558 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11362 members 
Mstep: Class 17 contains 42488 members 
Mstep: Class 18 contains 77514 members 
Mstep: Class 19 contains 163542 members 
Mstep: Class 20 contains 108228 members 
Mstep: Class 21 contains 150676 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322608.000000 Penalty: 87239.546875
Iteration 407Q: 26 clusters Score -1.613226e+08 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52723 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 36115 members 
Mstep: Class 5 contains 14069 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 136538 members 
Mstep: Class 8 contains 142932 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 92500 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 137661 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 101962 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11299 members 
Mstep: Class 17 contains 42545 members 
Mstep: Class 18 contains 77513 members 
Mstep: Class 19 contains 163583 members 
Mstep: Class 20 contains 108496 members 
Mstep: Class 21 contains 150884 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322512.000000 Penalty: 87239.546875
Iteration 408Q: 26 clusters Score -1.613225e+08 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52741 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 36126 members 
Mstep: Class 5 contains 14048 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 135839 members 
Mstep: Class 8 contains 142982 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 92683 members 
Mstep: Class 11 contains 9336 members 
Mstep: Class 12 contains 138255 members 
Mstep: Class 13 contains 4620 members 
Mstep: Class 14 contains 101359 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11275 members 
Mstep: Class 17 contains 42603 members 
Mstep: Class 18 contains 77508 members 
Mstep: Class 19 contains 163585 members 
Mstep: Class 20 contains 108784 members 
Mstep: Class 21 contains 151030 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322992.000000 Penalty: 87239.546875
Iteration 409Q: 26 clusters Score -1.61323e+08 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52756 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 36140 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 135082 members 
Mstep: Class 8 contains 143055 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 92851 members 
Mstep: Class 11 contains 9347 members 
Mstep: Class 12 contains 138858 members 
Mstep: Class 13 contains 4620 members 
Mstep: Class 14 contains 100747 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11242 members 
Mstep: Class 17 contains 42650 members 
Mstep: Class 18 contains 77498 members 
Mstep: Class 19 contains 163613 members 
Mstep: Class 20 contains 109136 members 
Mstep: Class 21 contains 151136 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323392.000000 Penalty: 87239.546875
Iteration 410Q: 26 clusters Score -1.613234e+08 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52776 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 36165 members 
Mstep: Class 5 contains 14044 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 134353 members 
Mstep: Class 8 contains 143140 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 92974 members 
Mstep: Class 11 contains 9351 members 
Mstep: Class 12 contains 139508 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 100111 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11201 members 
Mstep: Class 17 contains 42685 members 
Mstep: Class 18 contains 77497 members 
Mstep: Class 19 contains 163713 members 
Mstep: Class 20 contains 109509 members 
Mstep: Class 21 contains 151129 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323632.000000 Penalty: 87239.546875
Iteration 411Q: 26 clusters Score -1.613236e+08 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52802 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 36174 members 
Mstep: Class 5 contains 14049 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 133598 members 
Mstep: Class 8 contains 143222 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 93102 members 
Mstep: Class 11 contains 9351 members 
Mstep: Class 12 contains 140185 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 99443 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11186 members 
Mstep: Class 17 contains 42701 members 
Mstep: Class 18 contains 77520 members 
Mstep: Class 19 contains 163908 members 
Mstep: Class 20 contains 109910 members 
Mstep: Class 21 contains 151004 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323840.000000 Penalty: 87239.546875
Iteration 412Q: 26 clusters Score -1.613238e+08 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52822 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 36204 members 
Mstep: Class 5 contains 14038 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 132772 members 
Mstep: Class 8 contains 143294 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 93292 members 
Mstep: Class 11 contains 9341 members 
Mstep: Class 12 contains 140770 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 98765 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11176 members 
Mstep: Class 17 contains 42721 members 
Mstep: Class 18 contains 77546 members 
Mstep: Class 19 contains 164144 members 
Mstep: Class 20 contains 110279 members 
Mstep: Class 21 contains 150990 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323984.000000 Penalty: 87239.546875
Iteration 413Q: 26 clusters Score -1.61324e+08 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52849 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 36221 members 
Mstep: Class 5 contains 14027 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 131873 members 
Mstep: Class 8 contains 143378 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 93525 members 
Mstep: Class 11 contains 9340 members 
Mstep: Class 12 contains 141360 members 
Mstep: Class 13 contains 4616 members 
Mstep: Class 14 contains 98041 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11178 members 
Mstep: Class 17 contains 42755 members 
Mstep: Class 18 contains 77544 members 
Mstep: Class 19 contains 164491 members 
Mstep: Class 20 contains 110588 members 
Mstep: Class 21 contains 150986 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324544.000000 Penalty: 87239.546875
Iteration 414Q: 26 clusters Score -1.613245e+08 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52891 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 36258 members 
Mstep: Class 5 contains 14018 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 130967 members 
Mstep: Class 8 contains 143436 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 93750 members 
Mstep: Class 11 contains 9342 members 
Mstep: Class 12 contains 141912 members 
Mstep: Class 13 contains 4613 members 
Mstep: Class 14 contains 97279 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11203 members 
Mstep: Class 17 contains 42788 members 
Mstep: Class 18 contains 77531 members 
Mstep: Class 19 contains 164831 members 
Mstep: Class 20 contains 110902 members 
Mstep: Class 21 contains 151052 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324352.000000 Penalty: 87239.546875
Iteration 415Q: 26 clusters Score -1.613244e+08 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52924 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 36289 members 
Mstep: Class 5 contains 14015 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 129996 members 
Mstep: Class 8 contains 143528 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 93959 members 
Mstep: Class 11 contains 9343 members 
Mstep: Class 12 contains 142417 members 
Mstep: Class 13 contains 4612 members 
Mstep: Class 14 contains 96501 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11216 members 
Mstep: Class 17 contains 42820 members 
Mstep: Class 18 contains 77520 members 
Mstep: Class 19 contains 165229 members 
Mstep: Class 20 contains 111232 members 
Mstep: Class 21 contains 151171 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324384.000000 Penalty: 87239.546875
Iteration 416Q: 26 clusters Score -1.613244e+08 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52964 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 36337 members 
Mstep: Class 5 contains 14021 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 129059 members 
Mstep: Class 8 contains 143606 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 94162 members 
Mstep: Class 11 contains 9346 members 
Mstep: Class 12 contains 142894 members 
Mstep: Class 13 contains 4611 members 
Mstep: Class 14 contains 95692 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11223 members 
Mstep: Class 17 contains 42847 members 
Mstep: Class 18 contains 77510 members 
Mstep: Class 19 contains 165590 members 
Mstep: Class 20 contains 111558 members 
Mstep: Class 21 contains 151352 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324720.000000 Penalty: 87239.546875
Iteration 417Q: 26 clusters Score -1.613247e+08 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53000 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 36399 members 
Mstep: Class 5 contains 14034 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 128179 members 
Mstep: Class 8 contains 143689 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 94375 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 143311 members 
Mstep: Class 13 contains 4611 members 
Mstep: Class 14 contains 94860 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11255 members 
Mstep: Class 17 contains 42870 members 
Mstep: Class 18 contains 77510 members 
Mstep: Class 19 contains 165877 members 
Mstep: Class 20 contains 111843 members 
Mstep: Class 21 contains 151615 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324752.000000 Penalty: 87239.546875
Iteration 418Q: 26 clusters Score -1.613248e+08 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53029 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 36462 members 
Mstep: Class 5 contains 14050 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 127291 members 
Mstep: Class 8 contains 143814 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 94596 members 
Mstep: Class 11 contains 9342 members 
Mstep: Class 12 contains 143699 members 
Mstep: Class 13 contains 4611 members 
Mstep: Class 14 contains 94051 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11286 members 
Mstep: Class 17 contains 42898 members 
Mstep: Class 18 contains 77511 members 
Mstep: Class 19 contains 166113 members 
Mstep: Class 20 contains 112177 members 
Mstep: Class 21 contains 151841 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324688.000000 Penalty: 87239.546875
Iteration 419Q: 26 clusters Score -1.613247e+08 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53065 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 36526 members 
Mstep: Class 5 contains 14063 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 126401 members 
Mstep: Class 8 contains 143940 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 94807 members 
Mstep: Class 11 contains 9340 members 
Mstep: Class 12 contains 144091 members 
Mstep: Class 13 contains 4611 members 
Mstep: Class 14 contains 93244 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11313 members 
Mstep: Class 17 contains 42909 members 
Mstep: Class 18 contains 77515 members 
Mstep: Class 19 contains 166411 members 
Mstep: Class 20 contains 112490 members 
Mstep: Class 21 contains 152045 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324736.000000 Penalty: 87239.546875
Iteration 420F: 26 clusters Score -1.613247e+08 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53105 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 36571 members 
Mstep: Class 5 contains 14075 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 125521 members 
Mstep: Class 8 contains 144062 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 95026 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 144464 members 
Mstep: Class 13 contains 4611 members 
Mstep: Class 14 contains 92455 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11355 members 
Mstep: Class 17 contains 42907 members 
Mstep: Class 18 contains 77545 members 
Mstep: Class 19 contains 166722 members 
Mstep: Class 20 contains 112771 members 
Mstep: Class 21 contains 152249 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324528.000000 Penalty: 87239.546875
Iteration 421Q: 26 clusters Score -1.613245e+08 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53153 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 36609 members 
Mstep: Class 5 contains 14091 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 124590 members 
Mstep: Class 8 contains 144201 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 95241 members 
Mstep: Class 11 contains 9339 members 
Mstep: Class 12 contains 144829 members 
Mstep: Class 13 contains 4611 members 
Mstep: Class 14 contains 91655 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11422 members 
Mstep: Class 17 contains 42902 members 
Mstep: Class 18 contains 77581 members 
Mstep: Class 19 contains 167038 members 
Mstep: Class 20 contains 113047 members 
Mstep: Class 21 contains 152462 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324224.000000 Penalty: 87239.546875
Iteration 422Q: 26 clusters Score -1.613242e+08 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53193 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 36679 members 
Mstep: Class 5 contains 14101 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 123589 members 
Mstep: Class 8 contains 144338 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 95456 members 
Mstep: Class 11 contains 9336 members 
Mstep: Class 12 contains 145115 members 
Mstep: Class 13 contains 4610 members 
Mstep: Class 14 contains 90819 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11480 members 
Mstep: Class 17 contains 42898 members 
Mstep: Class 18 contains 77612 members 
Mstep: Class 19 contains 167463 members 
Mstep: Class 20 contains 113359 members 
Mstep: Class 21 contains 152723 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324064.000000 Penalty: 87239.546875
Iteration 423Q: 26 clusters Score -1.613241e+08 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53211 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 36733 members 
Mstep: Class 5 contains 14118 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 122594 members 
Mstep: Class 8 contains 144494 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 95720 members 
Mstep: Class 11 contains 9336 members 
Mstep: Class 12 contains 145362 members 
Mstep: Class 13 contains 4610 members 
Mstep: Class 14 contains 90000 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11513 members 
Mstep: Class 17 contains 42913 members 
Mstep: Class 18 contains 77635 members 
Mstep: Class 19 contains 167808 members 
Mstep: Class 20 contains 113685 members 
Mstep: Class 21 contains 153039 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324272.000000 Penalty: 87239.546875
Iteration 424Q: 26 clusters Score -1.613243e+08 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53220 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 36787 members 
Mstep: Class 5 contains 14136 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 121659 members 
Mstep: Class 8 contains 144664 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 95998 members 
Mstep: Class 11 contains 9342 members 
Mstep: Class 12 contains 145577 members 
Mstep: Class 13 contains 4610 members 
Mstep: Class 14 contains 89211 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11538 members 
Mstep: Class 17 contains 42928 members 
Mstep: Class 18 contains 77655 members 
Mstep: Class 19 contains 168100 members 
Mstep: Class 20 contains 114041 members 
Mstep: Class 21 contains 153305 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324528.000000 Penalty: 87239.546875
Iteration 425Q: 26 clusters Score -1.613245e+08 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53235 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 36842 members 
Mstep: Class 5 contains 14148 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 120690 members 
Mstep: Class 8 contains 144834 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 96296 members 
Mstep: Class 11 contains 9342 members 
Mstep: Class 12 contains 145790 members 
Mstep: Class 13 contains 4610 members 
Mstep: Class 14 contains 88449 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11576 members 
Mstep: Class 17 contains 42924 members 
Mstep: Class 18 contains 77686 members 
Mstep: Class 19 contains 168383 members 
Mstep: Class 20 contains 114483 members 
Mstep: Class 21 contains 153480 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325184.000000 Penalty: 87239.546875
Iteration 426Q: 26 clusters Score -1.613252e+08 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53240 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 36897 members 
Mstep: Class 5 contains 14151 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 119718 members 
Mstep: Class 8 contains 145009 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 96582 members 
Mstep: Class 11 contains 9339 members 
Mstep: Class 12 contains 146027 members 
Mstep: Class 13 contains 4610 members 
Mstep: Class 14 contains 87671 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 42919 members 
Mstep: Class 18 contains 77701 members 
Mstep: Class 19 contains 168712 members 
Mstep: Class 20 contains 114941 members 
Mstep: Class 21 contains 153624 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325040.000000 Penalty: 87239.546875
Iteration 427Q: 26 clusters Score -1.61325e+08 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53253 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 36970 members 
Mstep: Class 5 contains 14155 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 118795 members 
Mstep: Class 8 contains 145157 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 96903 members 
Mstep: Class 11 contains 9333 members 
Mstep: Class 12 contains 146289 members 
Mstep: Class 13 contains 4609 members 
Mstep: Class 14 contains 86904 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11648 members 
Mstep: Class 17 contains 42917 members 
Mstep: Class 18 contains 77707 members 
Mstep: Class 19 contains 168954 members 
Mstep: Class 20 contains 115400 members 
Mstep: Class 21 contains 153773 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324624.000000 Penalty: 87239.546875
Iteration 428Q: 26 clusters Score -1.613246e+08 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53275 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 37032 members 
Mstep: Class 5 contains 14173 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 117907 members 
Mstep: Class 8 contains 145292 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 97236 members 
Mstep: Class 11 contains 9339 members 
Mstep: Class 12 contains 146517 members 
Mstep: Class 13 contains 4607 members 
Mstep: Class 14 contains 86150 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11641 members 
Mstep: Class 17 contains 42920 members 
Mstep: Class 18 contains 77762 members 
Mstep: Class 19 contains 169115 members 
Mstep: Class 20 contains 115847 members 
Mstep: Class 21 contains 153952 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324752.000000 Penalty: 87239.546875
Iteration 429Q: 26 clusters Score -1.613248e+08 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53312 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 37122 members 
Mstep: Class 5 contains 14186 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 117018 members 
Mstep: Class 8 contains 145392 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 97581 members 
Mstep: Class 11 contains 9329 members 
Mstep: Class 12 contains 146753 members 
Mstep: Class 13 contains 4605 members 
Mstep: Class 14 contains 85403 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11645 members 
Mstep: Class 17 contains 42907 members 
Mstep: Class 18 contains 77796 members 
Mstep: Class 19 contains 169287 members 
Mstep: Class 20 contains 116294 members 
Mstep: Class 21 contains 154135 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324560.000000 Penalty: 87239.546875
Iteration 430Q: 26 clusters Score -1.613246e+08 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53339 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 37202 members 
Mstep: Class 5 contains 14193 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 116131 members 
Mstep: Class 8 contains 145477 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 97913 members 
Mstep: Class 11 contains 9330 members 
Mstep: Class 12 contains 147002 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 84620 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11667 members 
Mstep: Class 17 contains 42891 members 
Mstep: Class 18 contains 77839 members 
Mstep: Class 19 contains 169530 members 
Mstep: Class 20 contains 116759 members 
Mstep: Class 21 contains 154268 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324400.000000 Penalty: 87239.546875
Iteration 431Q: 26 clusters Score -1.613244e+08 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53366 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 37296 members 
Mstep: Class 5 contains 14206 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 115209 members 
Mstep: Class 8 contains 145581 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 98237 members 
Mstep: Class 11 contains 9333 members 
Mstep: Class 12 contains 147241 members 
Mstep: Class 13 contains 4602 members 
Mstep: Class 14 contains 83909 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11699 members 
Mstep: Class 17 contains 42878 members 
Mstep: Class 18 contains 77890 members 
Mstep: Class 19 contains 169698 members 
Mstep: Class 20 contains 117195 members 
Mstep: Class 21 contains 154423 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324256.000000 Penalty: 87239.546875
Iteration 432Q: 26 clusters Score -1.613243e+08 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53387 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 37392 members 
Mstep: Class 5 contains 14233 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 114313 members 
Mstep: Class 8 contains 145642 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 98582 members 
Mstep: Class 11 contains 9335 members 
Mstep: Class 12 contains 147443 members 
Mstep: Class 13 contains 4600 members 
Mstep: Class 14 contains 83252 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11729 members 
Mstep: Class 17 contains 42866 members 
Mstep: Class 18 contains 77944 members 
Mstep: Class 19 contains 169795 members 
Mstep: Class 20 contains 117616 members 
Mstep: Class 21 contains 154634 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323952.000000 Penalty: 87239.546875
Iteration 433Q: 26 clusters Score -1.61324e+08 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53408 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 37497 members 
Mstep: Class 5 contains 14243 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 113393 members 
Mstep: Class 8 contains 145711 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 98935 members 
Mstep: Class 11 contains 9342 members 
Mstep: Class 12 contains 147644 members 
Mstep: Class 13 contains 4598 members 
Mstep: Class 14 contains 82613 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11779 members 
Mstep: Class 17 contains 42847 members 
Mstep: Class 18 contains 77989 members 
Mstep: Class 19 contains 169893 members 
Mstep: Class 20 contains 118067 members 
Mstep: Class 21 contains 154802 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324224.000000 Penalty: 87239.546875
Iteration 434Q: 26 clusters Score -1.613242e+08 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53441 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 37590 members 
Mstep: Class 5 contains 14257 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 112411 members 
Mstep: Class 8 contains 145787 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 99269 members 
Mstep: Class 11 contains 9343 members 
Mstep: Class 12 contains 147823 members 
Mstep: Class 13 contains 4598 members 
Mstep: Class 14 contains 81998 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11826 members 
Mstep: Class 17 contains 42808 members 
Mstep: Class 18 contains 78029 members 
Mstep: Class 19 contains 170019 members 
Mstep: Class 20 contains 118523 members 
Mstep: Class 21 contains 155038 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324192.000000 Penalty: 87239.546875
Iteration 435Q: 26 clusters Score -1.613242e+08 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53455 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 37699 members 
Mstep: Class 5 contains 14274 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 111480 members 
Mstep: Class 8 contains 145906 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 99555 members 
Mstep: Class 11 contains 9343 members 
Mstep: Class 12 contains 148059 members 
Mstep: Class 13 contains 4596 members 
Mstep: Class 14 contains 81419 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11837 members 
Mstep: Class 17 contains 42780 members 
Mstep: Class 18 contains 78077 members 
Mstep: Class 19 contains 170111 members 
Mstep: Class 20 contains 118979 members 
Mstep: Class 21 contains 155190 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324368.000000 Penalty: 87239.546875
Iteration 436Q: 26 clusters Score -1.613244e+08 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53471 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 37808 members 
Mstep: Class 5 contains 14269 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 110529 members 
Mstep: Class 8 contains 146039 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 99885 members 
Mstep: Class 11 contains 9333 members 
Mstep: Class 12 contains 148262 members 
Mstep: Class 13 contains 4594 members 
Mstep: Class 14 contains 80826 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11841 members 
Mstep: Class 17 contains 42750 members 
Mstep: Class 18 contains 78115 members 
Mstep: Class 19 contains 170275 members 
Mstep: Class 20 contains 119425 members 
Mstep: Class 21 contains 155338 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324592.000000 Penalty: 87239.546875
Iteration 437Q: 26 clusters Score -1.613246e+08 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53493 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 37902 members 
Mstep: Class 5 contains 14263 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 109573 members 
Mstep: Class 8 contains 146177 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 100219 members 
Mstep: Class 11 contains 9330 members 
Mstep: Class 12 contains 148418 members 
Mstep: Class 13 contains 4592 members 
Mstep: Class 14 contains 80232 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11855 members 
Mstep: Class 17 contains 42720 members 
Mstep: Class 18 contains 78157 members 
Mstep: Class 19 contains 170385 members 
Mstep: Class 20 contains 119905 members 
Mstep: Class 21 contains 155540 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325120.000000 Penalty: 87239.546875
Iteration 438Q: 26 clusters Score -1.613251e+08 nChanged 4411
Entering ConstructFrom: 
Score: -161325120.000000 Penalty: 87239.546875
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -92235.429688 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -92235.43 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 415 members 
Entering Unmasked Estep 
Score: -90412.375000 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -90412.38 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90863.320312 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -90863.32 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -91292.281250 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -91292.28 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91792.226562 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -91792.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -92266.710938 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -92266.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -92630.460938 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -92630.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -92693.625000 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -92693.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -92693.625000 Penalty: 3342.123535
	Iteration 7F: 3 clusters Score -92693.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 53516 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 37982 members 
Mstep: Class 5 contains 14272 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 108625 members 
Mstep: Class 8 contains 146326 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 100525 members 
Mstep: Class 11 contains 9336 members 
Mstep: Class 12 contains 148591 members 
Mstep: Class 13 contains 4591 members 
Mstep: Class 14 contains 79668 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11871 members 
Mstep: Class 17 contains 42669 members 
Mstep: Class 18 contains 78205 members 
Mstep: Class 19 contains 170484 members 
Mstep: Class 20 contains 120362 members 
Mstep: Class 21 contains 155737 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 456 members 
Entering Unmasked Estep 
Score: -161323728.000000 Penalty: 90729.132812
Splitting cluster 1 changes total score from -161325120.000000 to -161323728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (53516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Entering Unmasked Estep 
Score: -6604504.000000 Penalty: 2700.158691
	Iteration 0F: 2 clusters Score -6604504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -6568631.500000 Penalty: 5400.317383
	Iteration 0F: 3 clusters Score -6568632 nChanged 24879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -6582382.500000 Penalty: 5400.317383
	Iteration 1F: 3 clusters Score -6582382 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -6583023.500000 Penalty: 5400.317383
	Iteration 2Q: 3 clusters Score -6583024 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -6583712.000000 Penalty: 5400.317383
	Iteration 3Q: 3 clusters Score -6583712 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -6584566.500000 Penalty: 5400.317383
	Iteration 4Q: 3 clusters Score -6584566 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -6585887.000000 Penalty: 5400.317383
	Iteration 5F: 3 clusters Score -6585887 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -6587942.000000 Penalty: 5400.317383
	Iteration 6F: 3 clusters Score -6587942 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -6591056.500000 Penalty: 5400.317383
	Iteration 7F: 3 clusters Score -6591056 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -6594829.000000 Penalty: 5400.317383
	Iteration 8F: 3 clusters Score -6594829 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -6598250.000000 Penalty: 5400.317383
	Iteration 9F: 3 clusters Score -6598250 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -6600444.000000 Penalty: 5400.317383
	Iteration 10Q: 3 clusters Score -6600444 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -6601478.000000 Penalty: 5400.317383
	Iteration 11Q: 3 clusters Score -6601478 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -6601870.500000 Penalty: 5400.317383
	Iteration 12Q: 3 clusters Score -6601870 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -6602017.500000 Penalty: 5400.317383
	Iteration 13Q: 3 clusters Score -6602018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -6602056.000000 Penalty: 5400.317383
	Iteration 14Q: 3 clusters Score -6602056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 53264 members 
Entering Unmasked Estep 
Score: -6602088.000000 Penalty: 5400.317383
	Iteration 15Q: 3 clusters Score -6602088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -6602104.000000 Penalty: 5400.317383
	Iteration 16Q: 3 clusters Score -6602104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -6602109.000000 Penalty: 5400.317383
	Iteration 17Q: 3 clusters Score -6602109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -6602112.500000 Penalty: 5400.317383
	Iteration 18Q: 3 clusters Score -6602112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -6602115.500000 Penalty: 5400.317383
	Iteration 19Q: 3 clusters Score -6602116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -6602115.500000 Penalty: 5400.317383
	Iteration 20F: 3 clusters Score -6602116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -127730.101562 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -127730.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -125922.515625 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -125922.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -126596.859375 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -126596.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -126948.953125 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -126949 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -127223.570312 Penalty: 3482.900391
	Iteration 3F: 3 clusters Score -127223.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -127339.257812 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -127339.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -127380.890625 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -127380.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -127392.257812 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -127392.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -127397.835938 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -127397.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -127406.789062 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -127406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -127407.718750 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -127407.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -127410.703125 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -127410.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -127414.312500 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -127414.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -127414.312500 Penalty: 3482.900391
	Iteration 12F: 3 clusters Score -127414.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Entering Unmasked Estep 
Score: -4872329.500000 Penalty: 2615.127197
	Iteration 0F: 2 clusters Score -4872330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -4846632.000000 Penalty: 5230.254395
	Iteration 0F: 3 clusters Score -4846632 nChanged 17270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -4856091.500000 Penalty: 5230.254395
	Iteration 1F: 3 clusters Score -4856092 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -4856585.500000 Penalty: 5230.254395
	Iteration 2Q: 3 clusters Score -4856586 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -4857002.000000 Penalty: 5230.254395
	Iteration 3Q: 3 clusters Score -4857002 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -4857434.500000 Penalty: 5230.254395
	Iteration 4Q: 3 clusters Score -4857434 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -4857895.500000 Penalty: 5230.254395
	Iteration 5Q: 3 clusters Score -4857896 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -4858481.000000 Penalty: 5230.254395
	Iteration 6Q: 3 clusters Score -4858481 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -4859264.500000 Penalty: 5230.254395
	Iteration 7Q: 3 clusters Score -4859264 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -4860367.500000 Penalty: 5230.254395
	Iteration 8F: 3 clusters Score -4860368 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -4861839.000000 Penalty: 5230.254395
	Iteration 9F: 3 clusters Score -4861839 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -4863739.500000 Penalty: 5230.254395
	Iteration 10F: 3 clusters Score -4863740 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -4865778.500000 Penalty: 5230.254395
	Iteration 11F: 3 clusters Score -4865778 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -4867508.500000 Penalty: 5230.254395
	Iteration 12Q: 3 clusters Score -4867508 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -4868437.500000 Penalty: 5230.254395
	Iteration 13Q: 3 clusters Score -4868438 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -4868789.000000 Penalty: 5230.254395
	Iteration 14Q: 3 clusters Score -4868789 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -4868982.500000 Penalty: 5230.254395
	Iteration 15Q: 3 clusters Score -4868982 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -4869094.500000 Penalty: 5230.254395
	Iteration 16Q: 3 clusters Score -4869094 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4869205.000000 Penalty: 5230.254395
	Iteration 17Q: 3 clusters Score -4869205 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -4869284.500000 Penalty: 5230.254395
	Iteration 18Q: 3 clusters Score -4869284 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4869341.000000 Penalty: 5230.254395
	Iteration 19Q: 3 clusters Score -4869341 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -4869413.000000 Penalty: 5230.254395
	Iteration 20F: 3 clusters Score -4869413 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4869500.000000 Penalty: 5230.254395
	Iteration 21Q: 3 clusters Score -4869500 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -4869583.500000 Penalty: 5230.254395
	Iteration 22Q: 3 clusters Score -4869584 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -4869627.500000 Penalty: 5230.254395
	Iteration 23Q: 3 clusters Score -4869628 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -4869659.000000 Penalty: 5230.254395
	Iteration 24Q: 3 clusters Score -4869659 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -4869714.500000 Penalty: 5230.254395
	Iteration 25Q: 3 clusters Score -4869714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -4869746.000000 Penalty: 5230.254395
	Iteration 26Q: 3 clusters Score -4869746 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -4869775.000000 Penalty: 5230.254395
	Iteration 27Q: 3 clusters Score -4869775 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -4869795.500000 Penalty: 5230.254395
	Iteration 28Q: 3 clusters Score -4869796 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4869828.500000 Penalty: 5230.254395
	Iteration 29Q: 3 clusters Score -4869828 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -4869845.500000 Penalty: 5230.254395
	Iteration 30Q: 3 clusters Score -4869846 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -4869878.000000 Penalty: 5230.254395
	Iteration 31Q: 3 clusters Score -4869878 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -4869901.000000 Penalty: 5230.254395
	Iteration 32Q: 3 clusters Score -4869901 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4869934.000000 Penalty: 5230.254395
	Iteration 33Q: 3 clusters Score -4869934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -4869946.500000 Penalty: 5230.254395
	Iteration 34Q: 3 clusters Score -4869946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -4869951.500000 Penalty: 5230.254395
	Iteration 35Q: 3 clusters Score -4869952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -4869961.500000 Penalty: 5230.254395
	Iteration 36Q: 3 clusters Score -4869962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -4869974.500000 Penalty: 5230.254395
	Iteration 37Q: 3 clusters Score -4869974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -4869986.000000 Penalty: 5230.254395
	Iteration 38Q: 3 clusters Score -4869986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -4869990.000000 Penalty: 5230.254395
	Iteration 39Q: 3 clusters Score -4869990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -4869994.000000 Penalty: 5230.254395
	Iteration 40F: 3 clusters Score -4869994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -4869995.500000 Penalty: 5230.254395
	Iteration 41Q: 3 clusters Score -4869996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -4870006.500000 Penalty: 5230.254395
	Iteration 42Q: 3 clusters Score -4870006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -4870015.000000 Penalty: 5230.254395
	Iteration 43Q: 3 clusters Score -4870015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -4870021.500000 Penalty: 5230.254395
	Iteration 44Q: 3 clusters Score -4870022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -4870030.000000 Penalty: 5230.254395
	Iteration 45Q: 3 clusters Score -4870030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -4870029.000000 Penalty: 5230.254395
	Iteration 46Q: 3 clusters Score -4870029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -4870035.000000 Penalty: 5230.254395
	Iteration 47Q: 3 clusters Score -4870035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -4870033.500000 Penalty: 5230.254395
	Iteration 48Q: 3 clusters Score -4870034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -4870042.000000 Penalty: 5230.254395
	Iteration 49Q: 3 clusters Score -4870042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -4870036.500000 Penalty: 5230.254395
	Iteration 50Q: 3 clusters Score -4870036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -4870041.000000 Penalty: 5230.254395
	Iteration 51Q: 3 clusters Score -4870041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -4870043.500000 Penalty: 5230.254395
	Iteration 52Q: 3 clusters Score -4870044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -4870040.000000 Penalty: 5230.254395
	Iteration 53Q: 3 clusters Score -4870040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -4870043.000000 Penalty: 5230.254395
	Iteration 54Q: 3 clusters Score -4870043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -4870049.500000 Penalty: 5230.254395
	Iteration 55Q: 3 clusters Score -4870050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -4870046.500000 Penalty: 5230.254395
	Iteration 56Q: 3 clusters Score -4870046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -4870049.500000 Penalty: 5230.254395
	Iteration 57Q: 3 clusters Score -4870050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -4870055.500000 Penalty: 5230.254395
	Iteration 58Q: 3 clusters Score -4870056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -4870057.500000 Penalty: 5230.254395
	Iteration 59Q: 3 clusters Score -4870058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4870056.000000 Penalty: 5230.254395
	Iteration 60F: 3 clusters Score -4870056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -4870060.500000 Penalty: 5230.254395
	Iteration 61Q: 3 clusters Score -4870060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -4870061.000000 Penalty: 5230.254395
	Iteration 62Q: 3 clusters Score -4870061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -4870066.000000 Penalty: 5230.254395
	Iteration 63Q: 3 clusters Score -4870066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -4870071.000000 Penalty: 5230.254395
	Iteration 64Q: 3 clusters Score -4870071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -4870071.500000 Penalty: 5230.254395
	Iteration 65Q: 3 clusters Score -4870072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -4870071.500000 Penalty: 5230.254395
	Iteration 66F: 3 clusters Score -4870072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Entering Unmasked Estep 
Score: -1805451.000000 Penalty: 2372.381836
	Iteration 0F: 2 clusters Score -1805451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1795160.750000 Penalty: 4744.763672
	Iteration 0F: 3 clusters Score -1795161 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1798252.375000 Penalty: 4744.763672
	Iteration 1F: 3 clusters Score -1798252 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1798557.000000 Penalty: 4744.763672
	Iteration 2F: 3 clusters Score -1798557 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1798805.875000 Penalty: 4744.763672
	Iteration 3Q: 3 clusters Score -1798806 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1798973.750000 Penalty: 4744.763672
	Iteration 4Q: 3 clusters Score -1798974 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1799100.625000 Penalty: 4744.763672
	Iteration 5Q: 3 clusters Score -1799101 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1799221.625000 Penalty: 4744.763672
	Iteration 6Q: 3 clusters Score -1799222 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1799326.875000 Penalty: 4744.763672
	Iteration 7Q: 3 clusters Score -1799327 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1799457.625000 Penalty: 4744.763672
	Iteration 8Q: 3 clusters Score -1799458 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1799632.750000 Penalty: 4744.763672
	Iteration 9Q: 3 clusters Score -1799633 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1799875.125000 Penalty: 4744.763672
	Iteration 10Q: 3 clusters Score -1799875 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1800155.375000 Penalty: 4744.763672
	Iteration 11Q: 3 clusters Score -1800155 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1800486.125000 Penalty: 4744.763672
	Iteration 12Q: 3 clusters Score -1800486 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1800857.000000 Penalty: 4744.763672
	Iteration 13Q: 3 clusters Score -1800857 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1801255.750000 Penalty: 4744.763672
	Iteration 14Q: 3 clusters Score -1801256 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1801650.500000 Penalty: 4744.763672
	Iteration 15Q: 3 clusters Score -1801650 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1802003.750000 Penalty: 4744.763672
	Iteration 16Q: 3 clusters Score -1802004 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1802256.625000 Penalty: 4744.763672
	Iteration 17Q: 3 clusters Score -1802257 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1802436.625000 Penalty: 4744.763672
	Iteration 18Q: 3 clusters Score -1802437 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1802571.750000 Penalty: 4744.763672
	Iteration 19Q: 3 clusters Score -1802572 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1802675.125000 Penalty: 4744.763672
	Iteration 20F: 3 clusters Score -1802675 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1802759.625000 Penalty: 4744.763672
	Iteration 21Q: 3 clusters Score -1802760 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1802858.875000 Penalty: 4744.763672
	Iteration 22Q: 3 clusters Score -1802859 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1802967.250000 Penalty: 4744.763672
	Iteration 23Q: 3 clusters Score -1802967 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1803056.875000 Penalty: 4744.763672
	Iteration 24Q: 3 clusters Score -1803057 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1803124.250000 Penalty: 4744.763672
	Iteration 25Q: 3 clusters Score -1803124 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1803201.750000 Penalty: 4744.763672
	Iteration 26Q: 3 clusters Score -1803202 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1803259.625000 Penalty: 4744.763672
	Iteration 27Q: 3 clusters Score -1803260 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1803314.500000 Penalty: 4744.763672
	Iteration 28Q: 3 clusters Score -1803314 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1803368.375000 Penalty: 4744.763672
	Iteration 29Q: 3 clusters Score -1803368 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1803432.375000 Penalty: 4744.763672
	Iteration 30Q: 3 clusters Score -1803432 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1803476.000000 Penalty: 4744.763672
	Iteration 31Q: 3 clusters Score -1803476 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1803520.250000 Penalty: 4744.763672
	Iteration 32Q: 3 clusters Score -1803520 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1803549.875000 Penalty: 4744.763672
	Iteration 33Q: 3 clusters Score -1803550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1803575.875000 Penalty: 4744.763672
	Iteration 34Q: 3 clusters Score -1803576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1803599.500000 Penalty: 4744.763672
	Iteration 35Q: 3 clusters Score -1803600 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1803621.125000 Penalty: 4744.763672
	Iteration 36Q: 3 clusters Score -1803621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1803626.500000 Penalty: 4744.763672
	Iteration 37Q: 3 clusters Score -1803626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1803639.625000 Penalty: 4744.763672
	Iteration 38Q: 3 clusters Score -1803640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1803646.625000 Penalty: 4744.763672
	Iteration 39Q: 3 clusters Score -1803647 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1803657.625000 Penalty: 4744.763672
	Iteration 40F: 3 clusters Score -1803658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1803665.625000 Penalty: 4744.763672
	Iteration 41Q: 3 clusters Score -1803666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1803677.875000 Penalty: 4744.763672
	Iteration 42Q: 3 clusters Score -1803678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1803696.250000 Penalty: 4744.763672
	Iteration 43Q: 3 clusters Score -1803696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1803702.500000 Penalty: 4744.763672
	Iteration 44Q: 3 clusters Score -1803702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1803707.125000 Penalty: 4744.763672
	Iteration 45Q: 3 clusters Score -1803707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1803719.125000 Penalty: 4744.763672
	Iteration 46Q: 3 clusters Score -1803719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1803721.375000 Penalty: 4744.763672
	Iteration 47Q: 3 clusters Score -1803721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1803721.500000 Penalty: 4744.763672
	Iteration 48Q: 3 clusters Score -1803722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1803726.125000 Penalty: 4744.763672
	Iteration 49Q: 3 clusters Score -1803726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1803725.875000 Penalty: 4744.763672
	Iteration 50Q: 3 clusters Score -1803726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1803729.875000 Penalty: 4744.763672
	Iteration 51Q: 3 clusters Score -1803730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1803731.250000 Penalty: 4744.763672
	Iteration 52Q: 3 clusters Score -1803731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1803729.000000 Penalty: 4744.763672
	Iteration 53Q: 3 clusters Score -1803729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1803730.750000 Penalty: 4744.763672
	Iteration 54Q: 3 clusters Score -1803731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1803734.625000 Penalty: 4744.763672
	Iteration 55Q: 3 clusters Score -1803735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1803736.125000 Penalty: 4744.763672
	Iteration 56Q: 3 clusters Score -1803736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1803739.250000 Penalty: 4744.763672
	Iteration 57Q: 3 clusters Score -1803739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1803741.000000 Penalty: 4744.763672
	Iteration 58Q: 3 clusters Score -1803741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1803736.875000 Penalty: 4744.763672
	Iteration 59Q: 3 clusters Score -1803737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1803739.125000 Penalty: 4744.763672
	Iteration 60F: 3 clusters Score -1803739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1803740.375000 Penalty: 4744.763672
	Iteration 61Q: 3 clusters Score -1803740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1803742.250000 Penalty: 4744.763672
	Iteration 62Q: 3 clusters Score -1803742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1803741.375000 Penalty: 4744.763672
	Iteration 63Q: 3 clusters Score -1803741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1803745.875000 Penalty: 4744.763672
	Iteration 64Q: 3 clusters Score -1803746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1803742.125000 Penalty: 4744.763672
	Iteration 65Q: 3 clusters Score -1803742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1803745.375000 Penalty: 4744.763672
	Iteration 66Q: 3 clusters Score -1803745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1803749.000000 Penalty: 4744.763672
	Iteration 67Q: 3 clusters Score -1803749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1803750.375000 Penalty: 4744.763672
	Iteration 68Q: 3 clusters Score -1803750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1803755.500000 Penalty: 4744.763672
	Iteration 69Q: 3 clusters Score -1803756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1803751.875000 Penalty: 4744.763672
	Iteration 70Q: 3 clusters Score -1803752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1803753.000000 Penalty: 4744.763672
	Iteration 71Q: 3 clusters Score -1803753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1803751.500000 Penalty: 4744.763672
	Iteration 72Q: 3 clusters Score -1803752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1803753.750000 Penalty: 4744.763672
	Iteration 73Q: 3 clusters Score -1803754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1803753.875000 Penalty: 4744.763672
	Iteration 74Q: 3 clusters Score -1803754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1803753.375000 Penalty: 4744.763672
	Iteration 75Q: 3 clusters Score -1803753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1803753.375000 Penalty: 4744.763672
	Iteration 76F: 3 clusters Score -1803753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -45270.027344 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -45270.03 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 230 members 
Entering Unmasked Estep 
Score: -43806.093750 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -43806.09 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44007.148438 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -44007.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44109.843750 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -44109.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44149.878906 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -44149.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44209.621094 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -44209.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44242.238281 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -44242.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44265.992188 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -44265.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44282.242188 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -44282.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44289.878906 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -44289.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44306.894531 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -44306.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44323.648438 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -44323.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44330.976562 Penalty: 3025.758301
	Iteration 11Q: 3 clusters Score -44330.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44337.089844 Penalty: 3025.758301
	Iteration 12Q: 3 clusters Score -44337.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44349.398438 Penalty: 3025.758301
	Iteration 13Q: 3 clusters Score -44349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44355.023438 Penalty: 3025.758301
	Iteration 14Q: 3 clusters Score -44355.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44360.289062 Penalty: 3025.758301
	Iteration 15Q: 3 clusters Score -44360.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44365.054688 Penalty: 3025.758301
	Iteration 16Q: 3 clusters Score -44365.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44382.574219 Penalty: 3025.758301
	Iteration 17Q: 3 clusters Score -44382.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44391.707031 Penalty: 3025.758301
	Iteration 18Q: 3 clusters Score -44391.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44399.000000 Penalty: 3025.758301
	Iteration 19Q: 3 clusters Score -44399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44399.000000 Penalty: 3025.758301
	Iteration 20F: 3 clusters Score -44399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (108625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108625 members 
Entering Unmasked Estep 
Score: -13807578.000000 Penalty: 2875.723145
	Iteration 0F: 2 clusters Score -1.380758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -13735037.000000 Penalty: 5751.446289
	Iteration 0F: 3 clusters Score -1.373504e+07 nChanged 51428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -13764351.000000 Penalty: 5751.446289
	Iteration 1F: 3 clusters Score -1.376435e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -13765113.000000 Penalty: 5751.446289
	Iteration 2Q: 3 clusters Score -1.376511e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -13765874.000000 Penalty: 5751.446289
	Iteration 3Q: 3 clusters Score -1.376587e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -13766581.000000 Penalty: 5751.446289
	Iteration 4Q: 3 clusters Score -1.376658e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -13767743.000000 Penalty: 5751.446289
	Iteration 5Q: 3 clusters Score -1.376774e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 56996 members 
Entering Unmasked Estep 
Score: -13769397.000000 Penalty: 5751.446289
	Iteration 6Q: 3 clusters Score -1.37694e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -13772095.000000 Penalty: 5751.446289
	Iteration 7Q: 3 clusters Score -1.37721e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 59156 members 
Entering Unmasked Estep 
Score: -13776058.000000 Penalty: 5751.446289
	Iteration 8F: 3 clusters Score -1.377606e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -13781156.000000 Penalty: 5751.446289
	Iteration 9F: 3 clusters Score -1.378116e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -13785475.000000 Penalty: 5751.446289
	Iteration 10F: 3 clusters Score -1.378548e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 61924 members 
Entering Unmasked Estep 
Score: -13787839.000000 Penalty: 5751.446289
	Iteration 11Q: 3 clusters Score -1.378784e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 62509 members 
Entering Unmasked Estep 
Score: -13788763.000000 Penalty: 5751.446289
	Iteration 12Q: 3 clusters Score -1.378876e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -13789347.000000 Penalty: 5751.446289
	Iteration 13Q: 3 clusters Score -1.378935e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -13789847.000000 Penalty: 5751.446289
	Iteration 14Q: 3 clusters Score -1.378985e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -13790267.000000 Penalty: 5751.446289
	Iteration 15Q: 3 clusters Score -1.379027e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -13790606.000000 Penalty: 5751.446289
	Iteration 16Q: 3 clusters Score -1.379061e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 64964 members 
Entering Unmasked Estep 
Score: -13791036.000000 Penalty: 5751.446289
	Iteration 17Q: 3 clusters Score -1.379104e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -13791532.000000 Penalty: 5751.446289
	Iteration 18Q: 3 clusters Score -1.379153e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 65838 members 
Entering Unmasked Estep 
Score: -13791926.000000 Penalty: 5751.446289
	Iteration 19Q: 3 clusters Score -1.379193e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -13792308.000000 Penalty: 5751.446289
	Iteration 20F: 3 clusters Score -1.379231e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -13792693.000000 Penalty: 5751.446289
	Iteration 21Q: 3 clusters Score -1.379269e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -13793060.000000 Penalty: 5751.446289
	Iteration 22Q: 3 clusters Score -1.379306e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -13793276.000000 Penalty: 5751.446289
	Iteration 23Q: 3 clusters Score -1.379328e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 67545 members 
Entering Unmasked Estep 
Score: -13793631.000000 Penalty: 5751.446289
	Iteration 24Q: 3 clusters Score -1.379363e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -13793988.000000 Penalty: 5751.446289
	Iteration 25Q: 3 clusters Score -1.379399e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -13794436.000000 Penalty: 5751.446289
	Iteration 26Q: 3 clusters Score -1.379444e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -13794624.000000 Penalty: 5751.446289
	Iteration 27Q: 3 clusters Score -1.379462e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -13794978.000000 Penalty: 5751.446289
	Iteration 28Q: 3 clusters Score -1.379498e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 68510 members 
Entering Unmasked Estep 
Score: -13795283.000000 Penalty: 5751.446289
	Iteration 29Q: 3 clusters Score -1.379528e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 68581 members 
Entering Unmasked Estep 
Score: -13795638.000000 Penalty: 5751.446289
	Iteration 30Q: 3 clusters Score -1.379564e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 68619 members 
Entering Unmasked Estep 
Score: -13796029.000000 Penalty: 5751.446289
	Iteration 31Q: 3 clusters Score -1.379603e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 68678 members 
Entering Unmasked Estep 
Score: -13796406.000000 Penalty: 5751.446289
	Iteration 32Q: 3 clusters Score -1.379641e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -13796734.000000 Penalty: 5751.446289
	Iteration 33Q: 3 clusters Score -1.379673e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 68551 members 
Entering Unmasked Estep 
Score: -13797116.000000 Penalty: 5751.446289
	Iteration 34Q: 3 clusters Score -1.379712e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 68383 members 
Entering Unmasked Estep 
Score: -13797498.000000 Penalty: 5751.446289
	Iteration 35Q: 3 clusters Score -1.37975e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -13797825.000000 Penalty: 5751.446289
	Iteration 36Q: 3 clusters Score -1.379782e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 67998 members 
Entering Unmasked Estep 
Score: -13798140.000000 Penalty: 5751.446289
	Iteration 37Q: 3 clusters Score -1.379814e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 67759 members 
Entering Unmasked Estep 
Score: -13798440.000000 Penalty: 5751.446289
	Iteration 38Q: 3 clusters Score -1.379844e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 67550 members 
Entering Unmasked Estep 
Score: -13798640.000000 Penalty: 5751.446289
	Iteration 39Q: 3 clusters Score -1.379864e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -13798844.000000 Penalty: 5751.446289
	Iteration 40F: 3 clusters Score -1.379884e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -13798949.000000 Penalty: 5751.446289
	Iteration 41Q: 3 clusters Score -1.379895e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 66923 members 
Entering Unmasked Estep 
Score: -13799091.000000 Penalty: 5751.446289
	Iteration 42Q: 3 clusters Score -1.379909e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -13799201.000000 Penalty: 5751.446289
	Iteration 43Q: 3 clusters Score -1.37992e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -13799225.000000 Penalty: 5751.446289
	Iteration 44Q: 3 clusters Score -1.379922e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -13799267.000000 Penalty: 5751.446289
	Iteration 45Q: 3 clusters Score -1.379927e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -13799322.000000 Penalty: 5751.446289
	Iteration 46Q: 3 clusters Score -1.379932e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 65996 members 
Entering Unmasked Estep 
Score: -13799401.000000 Penalty: 5751.446289
	Iteration 47Q: 3 clusters Score -1.37994e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 65862 members 
Entering Unmasked Estep 
Score: -13799400.000000 Penalty: 5751.446289
	Iteration 48Q: 3 clusters Score -1.37994e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -13799414.000000 Penalty: 5751.446289
	Iteration 49Q: 3 clusters Score -1.379941e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -13799426.000000 Penalty: 5751.446289
	Iteration 50Q: 3 clusters Score -1.379943e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -13799433.000000 Penalty: 5751.446289
	Iteration 51Q: 3 clusters Score -1.379943e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
Score: -13799456.000000 Penalty: 5751.446289
	Iteration 52Q: 3 clusters Score -1.379946e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 65267 members 
Entering Unmasked Estep 
Score: -13799444.000000 Penalty: 5751.446289
	Iteration 53Q: 3 clusters Score -1.379944e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -13799453.000000 Penalty: 5751.446289
	Iteration 54Q: 3 clusters Score -1.379945e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -13799498.000000 Penalty: 5751.446289
	Iteration 55Q: 3 clusters Score -1.37995e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 65030 members 
Entering Unmasked Estep 
Score: -13799492.000000 Penalty: 5751.446289
	Iteration 56Q: 3 clusters Score -1.379949e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -13799499.000000 Penalty: 5751.446289
	Iteration 57Q: 3 clusters Score -1.37995e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -13799515.000000 Penalty: 5751.446289
	Iteration 58Q: 3 clusters Score -1.379952e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -13799508.000000 Penalty: 5751.446289
	Iteration 59Q: 3 clusters Score -1.379951e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -13799507.000000 Penalty: 5751.446289
	Iteration 60F: 3 clusters Score -1.379951e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -13799496.000000 Penalty: 5751.446289
	Iteration 61Q: 3 clusters Score -1.37995e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -13799510.000000 Penalty: 5751.446289
	Iteration 62Q: 3 clusters Score -1.379951e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -13799489.000000 Penalty: 5751.446289
	Iteration 63Q: 3 clusters Score -1.379949e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 64497 members 
Entering Unmasked Estep 
Score: -13799489.000000 Penalty: 5751.446289
	Iteration 64Q: 3 clusters Score -1.379949e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -13799482.000000 Penalty: 5751.446289
	Iteration 65Q: 3 clusters Score -1.379948e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -13799483.000000 Penalty: 5751.446289
	Iteration 66Q: 3 clusters Score -1.379948e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -13799499.000000 Penalty: 5751.446289
	Iteration 67Q: 3 clusters Score -1.37995e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 64265 members 
Entering Unmasked Estep 
Score: -13799497.000000 Penalty: 5751.446289
	Iteration 68Q: 3 clusters Score -1.37995e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -13799486.000000 Penalty: 5751.446289
	Iteration 69Q: 3 clusters Score -1.379949e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -13799489.000000 Penalty: 5751.446289
	Iteration 70Q: 3 clusters Score -1.379949e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 64141 members 
Entering Unmasked Estep 
Score: -13799484.000000 Penalty: 5751.446289
	Iteration 71Q: 3 clusters Score -1.379948e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -13799508.000000 Penalty: 5751.446289
	Iteration 72Q: 3 clusters Score -1.379951e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -13799523.000000 Penalty: 5751.446289
	Iteration 73Q: 3 clusters Score -1.379952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 64018 members 
Entering Unmasked Estep 
Score: -13799513.000000 Penalty: 5751.446289
	Iteration 74Q: 3 clusters Score -1.379951e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -13799535.000000 Penalty: 5751.446289
	Iteration 75Q: 3 clusters Score -1.379954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -13799522.000000 Penalty: 5751.446289
	Iteration 76Q: 3 clusters Score -1.379952e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -13799519.000000 Penalty: 5751.446289
	Iteration 77Q: 3 clusters Score -1.379952e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 63870 members 
Entering Unmasked Estep 
Score: -13799513.000000 Penalty: 5751.446289
	Iteration 78Q: 3 clusters Score -1.379951e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -13799517.000000 Penalty: 5751.446289
	Iteration 79Q: 3 clusters Score -1.379952e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -13799545.000000 Penalty: 5751.446289
	Iteration 80F: 3 clusters Score -1.379954e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -13799549.000000 Penalty: 5751.446289
	Iteration 81Q: 3 clusters Score -1.379955e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -13799560.000000 Penalty: 5751.446289
	Iteration 82Q: 3 clusters Score -1.379956e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -13799566.000000 Penalty: 5751.446289
	Iteration 83Q: 3 clusters Score -1.379957e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -13799573.000000 Penalty: 5751.446289
	Iteration 84Q: 3 clusters Score -1.379957e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -13799587.000000 Penalty: 5751.446289
	Iteration 85Q: 3 clusters Score -1.379959e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -13799573.000000 Penalty: 5751.446289
	Iteration 86Q: 3 clusters Score -1.379957e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -13799566.000000 Penalty: 5751.446289
	Iteration 87Q: 3 clusters Score -1.379957e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -13799564.000000 Penalty: 5751.446289
	Iteration 88Q: 3 clusters Score -1.379956e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -13799569.000000 Penalty: 5751.446289
	Iteration 89Q: 3 clusters Score -1.379957e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -13799569.000000 Penalty: 5751.446289
	Iteration 90Q: 3 clusters Score -1.379957e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -13799562.000000 Penalty: 5751.446289
	Iteration 91Q: 3 clusters Score -1.379956e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -13799557.000000 Penalty: 5751.446289
	Iteration 92Q: 3 clusters Score -1.379956e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 63067 members 
Entering Unmasked Estep 
Score: -13799552.000000 Penalty: 5751.446289
	Iteration 93Q: 3 clusters Score -1.379955e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 63016 members 
Entering Unmasked Estep 
Score: -13799562.000000 Penalty: 5751.446289
	Iteration 94Q: 3 clusters Score -1.379956e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -13799568.000000 Penalty: 5751.446289
	Iteration 95Q: 3 clusters Score -1.379957e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -13799580.000000 Penalty: 5751.446289
	Iteration 96Q: 3 clusters Score -1.379958e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -13799591.000000 Penalty: 5751.446289
	Iteration 97Q: 3 clusters Score -1.379959e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
Score: -13799577.000000 Penalty: 5751.446289
	Iteration 98Q: 3 clusters Score -1.379958e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -13799576.000000 Penalty: 5751.446289
	Iteration 99Q: 3 clusters Score -1.379958e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -13799554.000000 Penalty: 5751.446289
	Iteration 100F: 3 clusters Score -1.379955e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -13799580.000000 Penalty: 5751.446289
	Iteration 101Q: 3 clusters Score -1.379958e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 62609 members 
Entering Unmasked Estep 
Score: -13799574.000000 Penalty: 5751.446289
	Iteration 102Q: 3 clusters Score -1.379957e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 62541 members 
Entering Unmasked Estep 
Score: -13799583.000000 Penalty: 5751.446289
	Iteration 103Q: 3 clusters Score -1.379958e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 62488 members 
Entering Unmasked Estep 
Score: -13799579.000000 Penalty: 5751.446289
	Iteration 104Q: 3 clusters Score -1.379958e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 62423 members 
Entering Unmasked Estep 
Score: -13799596.000000 Penalty: 5751.446289
	Iteration 105Q: 3 clusters Score -1.37996e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -13799587.000000 Penalty: 5751.446289
	Iteration 106Q: 3 clusters Score -1.379959e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -13799602.000000 Penalty: 5751.446289
	Iteration 107Q: 3 clusters Score -1.37996e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -13799597.000000 Penalty: 5751.446289
	Iteration 108Q: 3 clusters Score -1.37996e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -13799590.000000 Penalty: 5751.446289
	Iteration 109Q: 3 clusters Score -1.379959e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -13799582.000000 Penalty: 5751.446289
	Iteration 110Q: 3 clusters Score -1.379958e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -13799554.000000 Penalty: 5751.446289
	Iteration 111Q: 3 clusters Score -1.379955e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
Score: -13799556.000000 Penalty: 5751.446289
	Iteration 112Q: 3 clusters Score -1.379956e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -13799549.000000 Penalty: 5751.446289
	Iteration 113Q: 3 clusters Score -1.379955e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 61820 members 
Entering Unmasked Estep 
Score: -13799546.000000 Penalty: 5751.446289
	Iteration 114Q: 3 clusters Score -1.379955e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -13799552.000000 Penalty: 5751.446289
	Iteration 115Q: 3 clusters Score -1.379955e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -13799540.000000 Penalty: 5751.446289
	Iteration 116Q: 3 clusters Score -1.379954e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -13799523.000000 Penalty: 5751.446289
	Iteration 117Q: 3 clusters Score -1.379952e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -13799541.000000 Penalty: 5751.446289
	Iteration 118Q: 3 clusters Score -1.379954e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -13799546.000000 Penalty: 5751.446289
	Iteration 119Q: 3 clusters Score -1.379955e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
Score: -13799551.000000 Penalty: 5751.446289
	Iteration 120F: 3 clusters Score -1.379955e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -13799563.000000 Penalty: 5751.446289
	Iteration 121Q: 3 clusters Score -1.379956e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -13799580.000000 Penalty: 5751.446289
	Iteration 122Q: 3 clusters Score -1.379958e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -13799591.000000 Penalty: 5751.446289
	Iteration 123Q: 3 clusters Score -1.379959e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -13799613.000000 Penalty: 5751.446289
	Iteration 124Q: 3 clusters Score -1.379961e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -13799612.000000 Penalty: 5751.446289
	Iteration 125Q: 3 clusters Score -1.379961e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -13799620.000000 Penalty: 5751.446289
	Iteration 126Q: 3 clusters Score -1.379962e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -13799599.000000 Penalty: 5751.446289
	Iteration 127Q: 3 clusters Score -1.37996e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -13799595.000000 Penalty: 5751.446289
	Iteration 128Q: 3 clusters Score -1.37996e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -13799615.000000 Penalty: 5751.446289
	Iteration 129Q: 3 clusters Score -1.379962e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -13799596.000000 Penalty: 5751.446289
	Iteration 130Q: 3 clusters Score -1.37996e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -13799616.000000 Penalty: 5751.446289
	Iteration 131Q: 3 clusters Score -1.379962e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 60676 members 
Entering Unmasked Estep 
Score: -13799609.000000 Penalty: 5751.446289
	Iteration 132Q: 3 clusters Score -1.379961e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -13799588.000000 Penalty: 5751.446289
	Iteration 133Q: 3 clusters Score -1.379959e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -13799588.000000 Penalty: 5751.446289
	Iteration 134Q: 3 clusters Score -1.379959e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -13799615.000000 Penalty: 5751.446289
	Iteration 135Q: 3 clusters Score -1.379962e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -13799606.000000 Penalty: 5751.446289
	Iteration 136Q: 3 clusters Score -1.379961e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -13799599.000000 Penalty: 5751.446289
	Iteration 137Q: 3 clusters Score -1.37996e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
Score: -13799592.000000 Penalty: 5751.446289
	Iteration 138Q: 3 clusters Score -1.379959e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 60299 members 
Entering Unmasked Estep 
Score: -13799589.000000 Penalty: 5751.446289
	Iteration 139Q: 3 clusters Score -1.379959e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -13799619.000000 Penalty: 5751.446289
	Iteration 140F: 3 clusters Score -1.379962e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -13799609.000000 Penalty: 5751.446289
	Iteration 141Q: 3 clusters Score -1.379961e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -13799605.000000 Penalty: 5751.446289
	Iteration 142Q: 3 clusters Score -1.37996e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -13799607.000000 Penalty: 5751.446289
	Iteration 143Q: 3 clusters Score -1.379961e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -13799607.000000 Penalty: 5751.446289
	Iteration 144Q: 3 clusters Score -1.379961e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 60048 members 
Entering Unmasked Estep 
Score: -13799586.000000 Penalty: 5751.446289
	Iteration 145Q: 3 clusters Score -1.379959e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -13799579.000000 Penalty: 5751.446289
	Iteration 146Q: 3 clusters Score -1.379958e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -13799571.000000 Penalty: 5751.446289
	Iteration 147Q: 3 clusters Score -1.379957e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -13799580.000000 Penalty: 5751.446289
	Iteration 148Q: 3 clusters Score -1.379958e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -13799587.000000 Penalty: 5751.446289
	Iteration 149Q: 3 clusters Score -1.379959e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 59849 members 
Entering Unmasked Estep 
Score: -13799590.000000 Penalty: 5751.446289
	Iteration 150Q: 3 clusters Score -1.379959e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -13799585.000000 Penalty: 5751.446289
	Iteration 151Q: 3 clusters Score -1.379958e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -13799592.000000 Penalty: 5751.446289
	Iteration 152Q: 3 clusters Score -1.379959e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 59647 members 
Entering Unmasked Estep 
Score: -13799588.000000 Penalty: 5751.446289
	Iteration 153Q: 3 clusters Score -1.379959e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -13799582.000000 Penalty: 5751.446289
	Iteration 154Q: 3 clusters Score -1.379958e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 59489 members 
Entering Unmasked Estep 
Score: -13799561.000000 Penalty: 5751.446289
	Iteration 155Q: 3 clusters Score -1.379956e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -13799592.000000 Penalty: 5751.446289
	Iteration 156Q: 3 clusters Score -1.379959e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -13799616.000000 Penalty: 5751.446289
	Iteration 157Q: 3 clusters Score -1.379962e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -13799611.000000 Penalty: 5751.446289
	Iteration 158Q: 3 clusters Score -1.379961e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -13799611.000000 Penalty: 5751.446289
	Iteration 159Q: 3 clusters Score -1.379961e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -13799635.000000 Penalty: 5751.446289
	Iteration 160F: 3 clusters Score -1.379964e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -13799664.000000 Penalty: 5751.446289
	Iteration 161Q: 3 clusters Score -1.379966e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
Score: -13799676.000000 Penalty: 5751.446289
	Iteration 162Q: 3 clusters Score -1.379968e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -13799649.000000 Penalty: 5751.446289
	Iteration 163Q: 3 clusters Score -1.379965e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 58570 members 
Entering Unmasked Estep 
Score: -13799674.000000 Penalty: 5751.446289
	Iteration 164Q: 3 clusters Score -1.379967e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 58437 members 
Entering Unmasked Estep 
Score: -13799685.000000 Penalty: 5751.446289
	Iteration 165Q: 3 clusters Score -1.379968e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 58304 members 
Entering Unmasked Estep 
Score: -13799665.000000 Penalty: 5751.446289
	Iteration 166Q: 3 clusters Score -1.379966e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -13799677.000000 Penalty: 5751.446289
	Iteration 167Q: 3 clusters Score -1.379968e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -13799683.000000 Penalty: 5751.446289
	Iteration 168Q: 3 clusters Score -1.379968e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -13799682.000000 Penalty: 5751.446289
	Iteration 169Q: 3 clusters Score -1.379968e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -13799673.000000 Penalty: 5751.446289
	Iteration 170Q: 3 clusters Score -1.379967e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -13799690.000000 Penalty: 5751.446289
	Iteration 171Q: 3 clusters Score -1.379969e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -13799703.000000 Penalty: 5751.446289
	Iteration 172Q: 3 clusters Score -1.37997e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 57134 members 
Entering Unmasked Estep 
Score: -13799770.000000 Penalty: 5751.446289
	Iteration 173Q: 3 clusters Score -1.379977e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -13799771.000000 Penalty: 5751.446289
	Iteration 174Q: 3 clusters Score -1.379977e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -13799776.000000 Penalty: 5751.446289
	Iteration 175Q: 3 clusters Score -1.379978e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -13799797.000000 Penalty: 5751.446289
	Iteration 176Q: 3 clusters Score -1.37998e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -13799822.000000 Penalty: 5751.446289
	Iteration 177Q: 3 clusters Score -1.379982e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -13799843.000000 Penalty: 5751.446289
	Iteration 178Q: 3 clusters Score -1.379984e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 56024 members 
Entering Unmasked Estep 
Score: -13799828.000000 Penalty: 5751.446289
	Iteration 179Q: 3 clusters Score -1.379983e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52817 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -13799856.000000 Penalty: 5751.446289
	Iteration 180F: 3 clusters Score -1.379986e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -13799850.000000 Penalty: 5751.446289
	Iteration 181Q: 3 clusters Score -1.379985e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -13799880.000000 Penalty: 5751.446289
	Iteration 182Q: 3 clusters Score -1.379988e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -13799927.000000 Penalty: 5751.446289
	Iteration 183Q: 3 clusters Score -1.379993e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -13799964.000000 Penalty: 5751.446289
	Iteration 184Q: 3 clusters Score -1.379996e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -13799976.000000 Penalty: 5751.446289
	Iteration 185Q: 3 clusters Score -1.379998e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -13800002.000000 Penalty: 5751.446289
	Iteration 186Q: 3 clusters Score -1.38e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -13800009.000000 Penalty: 5751.446289
	Iteration 187Q: 3 clusters Score -1.380001e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -13800058.000000 Penalty: 5751.446289
	Iteration 188Q: 3 clusters Score -1.380006e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -13800037.000000 Penalty: 5751.446289
	Iteration 189Q: 3 clusters Score -1.380004e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -13800047.000000 Penalty: 5751.446289
	Iteration 190Q: 3 clusters Score -1.380005e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -13800096.000000 Penalty: 5751.446289
	Iteration 191Q: 3 clusters Score -1.38001e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -13800105.000000 Penalty: 5751.446289
	Iteration 192Q: 3 clusters Score -1.38001e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -13800169.000000 Penalty: 5751.446289
	Iteration 193Q: 3 clusters Score -1.380017e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -13800198.000000 Penalty: 5751.446289
	Iteration 194Q: 3 clusters Score -1.38002e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56605 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -13800202.000000 Penalty: 5751.446289
	Iteration 195Q: 3 clusters Score -1.38002e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -13800221.000000 Penalty: 5751.446289
	Iteration 196Q: 3 clusters Score -1.380022e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -13800238.000000 Penalty: 5751.446289
	Iteration 197Q: 3 clusters Score -1.380024e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -13800226.000000 Penalty: 5751.446289
	Iteration 198Q: 3 clusters Score -1.380023e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -13800177.000000 Penalty: 5751.446289
	Iteration 199Q: 3 clusters Score -1.380018e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -13800211.000000 Penalty: 5751.446289
	Iteration 200F: 3 clusters Score -1.380021e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -13800259.000000 Penalty: 5751.446289
	Iteration 201Q: 3 clusters Score -1.380026e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -13800276.000000 Penalty: 5751.446289
	Iteration 202Q: 3 clusters Score -1.380028e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58833 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -13800308.000000 Penalty: 5751.446289
	Iteration 203Q: 3 clusters Score -1.380031e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -13800330.000000 Penalty: 5751.446289
	Iteration 204Q: 3 clusters Score -1.380033e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -13800326.000000 Penalty: 5751.446289
	Iteration 205Q: 3 clusters Score -1.380033e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -13800362.000000 Penalty: 5751.446289
	Iteration 206Q: 3 clusters Score -1.380036e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -13800377.000000 Penalty: 5751.446289
	Iteration 207Q: 3 clusters Score -1.380038e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -13800424.000000 Penalty: 5751.446289
	Iteration 208Q: 3 clusters Score -1.380042e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -13800442.000000 Penalty: 5751.446289
	Iteration 209Q: 3 clusters Score -1.380044e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60557 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -13800445.000000 Penalty: 5751.446289
	Iteration 210Q: 3 clusters Score -1.380044e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -13800460.000000 Penalty: 5751.446289
	Iteration 211Q: 3 clusters Score -1.380046e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -13800508.000000 Penalty: 5751.446289
	Iteration 212Q: 3 clusters Score -1.380051e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61341 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -13800490.000000 Penalty: 5751.446289
	Iteration 213Q: 3 clusters Score -1.380049e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -13800499.000000 Penalty: 5751.446289
	Iteration 214Q: 3 clusters Score -1.38005e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -13800571.000000 Penalty: 5751.446289
	Iteration 215Q: 3 clusters Score -1.380057e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -13800558.000000 Penalty: 5751.446289
	Iteration 216Q: 3 clusters Score -1.380056e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -13800530.000000 Penalty: 5751.446289
	Iteration 217Q: 3 clusters Score -1.380053e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -13800562.000000 Penalty: 5751.446289
	Iteration 218Q: 3 clusters Score -1.380056e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -13800528.000000 Penalty: 5751.446289
	Iteration 219Q: 3 clusters Score -1.380053e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -13800545.000000 Penalty: 5751.446289
	Iteration 220F: 3 clusters Score -1.380054e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -13800578.000000 Penalty: 5751.446289
	Iteration 221Q: 3 clusters Score -1.380058e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -13800601.000000 Penalty: 5751.446289
	Iteration 222Q: 3 clusters Score -1.38006e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64587 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -13800646.000000 Penalty: 5751.446289
	Iteration 223Q: 3 clusters Score -1.380065e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64972 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -13800650.000000 Penalty: 5751.446289
	Iteration 224Q: 3 clusters Score -1.380065e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -13800657.000000 Penalty: 5751.446289
	Iteration 225Q: 3 clusters Score -1.380066e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65718 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -13800674.000000 Penalty: 5751.446289
	Iteration 226Q: 3 clusters Score -1.380067e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66103 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -13800767.000000 Penalty: 5751.446289
	Iteration 227Q: 3 clusters Score -1.380077e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -13800788.000000 Penalty: 5751.446289
	Iteration 228Q: 3 clusters Score -1.380079e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -13800772.000000 Penalty: 5751.446289
	Iteration 229Q: 3 clusters Score -1.380077e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -13800788.000000 Penalty: 5751.446289
	Iteration 230Q: 3 clusters Score -1.380079e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67607 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -13800856.000000 Penalty: 5751.446289
	Iteration 231Q: 3 clusters Score -1.380086e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68001 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -13800879.000000 Penalty: 5751.446289
	Iteration 232Q: 3 clusters Score -1.380088e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68415 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -13800919.000000 Penalty: 5751.446289
	Iteration 233Q: 3 clusters Score -1.380092e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68886 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -13800991.000000 Penalty: 5751.446289
	Iteration 234Q: 3 clusters Score -1.380099e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -13801110.000000 Penalty: 5751.446289
	Iteration 235Q: 3 clusters Score -1.380111e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69950 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -13801219.000000 Penalty: 5751.446289
	Iteration 236Q: 3 clusters Score -1.380122e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70450 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -13801241.000000 Penalty: 5751.446289
	Iteration 237Q: 3 clusters Score -1.380124e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70972 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -13801301.000000 Penalty: 5751.446289
	Iteration 238Q: 3 clusters Score -1.38013e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71524 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -13801354.000000 Penalty: 5751.446289
	Iteration 239Q: 3 clusters Score -1.380135e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72104 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -13801418.000000 Penalty: 5751.446289
	Iteration 240F: 3 clusters Score -1.380142e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -13801438.000000 Penalty: 5751.446289
	Iteration 241Q: 3 clusters Score -1.380144e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73260 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -13801478.000000 Penalty: 5751.446289
	Iteration 242Q: 3 clusters Score -1.380148e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -13801541.000000 Penalty: 5751.446289
	Iteration 243Q: 3 clusters Score -1.380154e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74476 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -13801587.000000 Penalty: 5751.446289
	Iteration 244Q: 3 clusters Score -1.380159e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75083 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -13801663.000000 Penalty: 5751.446289
	Iteration 245Q: 3 clusters Score -1.380166e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75714 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -13801734.000000 Penalty: 5751.446289
	Iteration 246Q: 3 clusters Score -1.380173e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76385 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -13801801.000000 Penalty: 5751.446289
	Iteration 247Q: 3 clusters Score -1.38018e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77065 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -13801817.000000 Penalty: 5751.446289
	Iteration 248Q: 3 clusters Score -1.380182e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77782 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -13801977.000000 Penalty: 5751.446289
	Iteration 249Q: 3 clusters Score -1.380198e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78528 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -13802080.000000 Penalty: 5751.446289
	Iteration 250Q: 3 clusters Score -1.380208e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79285 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -13802176.000000 Penalty: 5751.446289
	Iteration 251Q: 3 clusters Score -1.380218e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -13802257.000000 Penalty: 5751.446289
	Iteration 252Q: 3 clusters Score -1.380226e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -13802366.000000 Penalty: 5751.446289
	Iteration 253Q: 3 clusters Score -1.380237e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81742 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -13802480.000000 Penalty: 5751.446289
	Iteration 254Q: 3 clusters Score -1.380248e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -13802581.000000 Penalty: 5751.446289
	Iteration 255Q: 3 clusters Score -1.380258e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -13802743.000000 Penalty: 5751.446289
	Iteration 256Q: 3 clusters Score -1.380274e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -13802928.000000 Penalty: 5751.446289
	Iteration 257Q: 3 clusters Score -1.380293e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85114 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -13803055.000000 Penalty: 5751.446289
	Iteration 258Q: 3 clusters Score -1.380306e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -13803184.000000 Penalty: 5751.446289
	Iteration 259Q: 3 clusters Score -1.380318e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -13803313.000000 Penalty: 5751.446289
	Iteration 260F: 3 clusters Score -1.380331e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87606 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -13803411.000000 Penalty: 5751.446289
	Iteration 261Q: 3 clusters Score -1.380341e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88364 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -13803545.000000 Penalty: 5751.446289
	Iteration 262Q: 3 clusters Score -1.380354e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89123 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -13803678.000000 Penalty: 5751.446289
	Iteration 263Q: 3 clusters Score -1.380368e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -13803852.000000 Penalty: 5751.446289
	Iteration 264Q: 3 clusters Score -1.380385e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90636 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -13803944.000000 Penalty: 5751.446289
	Iteration 265Q: 3 clusters Score -1.380394e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91391 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -13804098.000000 Penalty: 5751.446289
	Iteration 266Q: 3 clusters Score -1.38041e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92148 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -13804225.000000 Penalty: 5751.446289
	Iteration 267Q: 3 clusters Score -1.380422e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92831 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -13804299.000000 Penalty: 5751.446289
	Iteration 268Q: 3 clusters Score -1.38043e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93467 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -13804390.000000 Penalty: 5751.446289
	Iteration 269Q: 3 clusters Score -1.380439e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -13804548.000000 Penalty: 5751.446289
	Iteration 270Q: 3 clusters Score -1.380455e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94728 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -13804686.000000 Penalty: 5751.446289
	Iteration 271Q: 3 clusters Score -1.380469e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95369 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -13804784.000000 Penalty: 5751.446289
	Iteration 272Q: 3 clusters Score -1.380478e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95978 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -13804857.000000 Penalty: 5751.446289
	Iteration 273Q: 3 clusters Score -1.380486e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96563 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -13804966.000000 Penalty: 5751.446289
	Iteration 274Q: 3 clusters Score -1.380497e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97146 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -13805065.000000 Penalty: 5751.446289
	Iteration 275Q: 3 clusters Score -1.380506e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -13805181.000000 Penalty: 5751.446289
	Iteration 276Q: 3 clusters Score -1.380518e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98291 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -13805318.000000 Penalty: 5751.446289
	Iteration 277Q: 3 clusters Score -1.380532e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98806 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -13805383.000000 Penalty: 5751.446289
	Iteration 278Q: 3 clusters Score -1.380538e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -13805485.000000 Penalty: 5751.446289
	Iteration 279Q: 3 clusters Score -1.380548e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99766 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -13805605.000000 Penalty: 5751.446289
	Iteration 280F: 3 clusters Score -1.38056e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100156 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -13805705.000000 Penalty: 5751.446289
	Iteration 281Q: 3 clusters Score -1.38057e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100518 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -13805785.000000 Penalty: 5751.446289
	Iteration 282Q: 3 clusters Score -1.380578e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100823 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -13805798.000000 Penalty: 5751.446289
	Iteration 283Q: 3 clusters Score -1.38058e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101114 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -13805881.000000 Penalty: 5751.446289
	Iteration 284Q: 3 clusters Score -1.380588e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101393 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -13805962.000000 Penalty: 5751.446289
	Iteration 285Q: 3 clusters Score -1.380596e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101656 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -13806012.000000 Penalty: 5751.446289
	Iteration 286Q: 3 clusters Score -1.380601e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101875 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -13806049.000000 Penalty: 5751.446289
	Iteration 287Q: 3 clusters Score -1.380605e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102096 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -13806094.000000 Penalty: 5751.446289
	Iteration 288Q: 3 clusters Score -1.380609e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102297 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -13806169.000000 Penalty: 5751.446289
	Iteration 289Q: 3 clusters Score -1.380617e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102484 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -13806266.000000 Penalty: 5751.446289
	Iteration 290Q: 3 clusters Score -1.380627e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102667 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -13806332.000000 Penalty: 5751.446289
	Iteration 291Q: 3 clusters Score -1.380633e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102824 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -13806336.000000 Penalty: 5751.446289
	Iteration 292Q: 3 clusters Score -1.380634e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102958 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -13806394.000000 Penalty: 5751.446289
	Iteration 293Q: 3 clusters Score -1.380639e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103078 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -13806413.000000 Penalty: 5751.446289
	Iteration 294Q: 3 clusters Score -1.380641e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103184 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -13806459.000000 Penalty: 5751.446289
	Iteration 295Q: 3 clusters Score -1.380646e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103291 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -13806472.000000 Penalty: 5751.446289
	Iteration 296Q: 3 clusters Score -1.380647e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103375 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -13806509.000000 Penalty: 5751.446289
	Iteration 297Q: 3 clusters Score -1.380651e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103466 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -13806527.000000 Penalty: 5751.446289
	Iteration 298Q: 3 clusters Score -1.380653e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103546 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -13806555.000000 Penalty: 5751.446289
	Iteration 299Q: 3 clusters Score -1.380656e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103608 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -13806562.000000 Penalty: 5751.446289
	Iteration 300F: 3 clusters Score -1.380656e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103664 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -13806563.000000 Penalty: 5751.446289
	Iteration 301Q: 3 clusters Score -1.380656e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103715 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -13806559.000000 Penalty: 5751.446289
	Iteration 302Q: 3 clusters Score -1.380656e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103754 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -13806562.000000 Penalty: 5751.446289
	Iteration 303Q: 3 clusters Score -1.380656e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103778 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -13806563.000000 Penalty: 5751.446289
	Iteration 304Q: 3 clusters Score -1.380656e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103806 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -13806561.000000 Penalty: 5751.446289
	Iteration 305Q: 3 clusters Score -1.380656e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103828 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -13806579.000000 Penalty: 5751.446289
	Iteration 306Q: 3 clusters Score -1.380658e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103855 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -13806589.000000 Penalty: 5751.446289
	Iteration 307Q: 3 clusters Score -1.380659e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103877 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -13806607.000000 Penalty: 5751.446289
	Iteration 308Q: 3 clusters Score -1.380661e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103899 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -13806599.000000 Penalty: 5751.446289
	Iteration 309Q: 3 clusters Score -1.38066e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103924 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -13806594.000000 Penalty: 5751.446289
	Iteration 310Q: 3 clusters Score -1.380659e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103951 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -13806606.000000 Penalty: 5751.446289
	Iteration 311Q: 3 clusters Score -1.380661e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103978 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -13806611.000000 Penalty: 5751.446289
	Iteration 312Q: 3 clusters Score -1.380661e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104000 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -13806622.000000 Penalty: 5751.446289
	Iteration 313Q: 3 clusters Score -1.380662e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104032 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -13806626.000000 Penalty: 5751.446289
	Iteration 314Q: 3 clusters Score -1.380663e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104056 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -13806635.000000 Penalty: 5751.446289
	Iteration 315Q: 3 clusters Score -1.380664e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104077 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -13806637.000000 Penalty: 5751.446289
	Iteration 316Q: 3 clusters Score -1.380664e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104104 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -13806644.000000 Penalty: 5751.446289
	Iteration 317Q: 3 clusters Score -1.380664e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104135 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -13806635.000000 Penalty: 5751.446289
	Iteration 318Q: 3 clusters Score -1.380664e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104169 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -13806626.000000 Penalty: 5751.446289
	Iteration 319Q: 3 clusters Score -1.380663e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104203 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -13806643.000000 Penalty: 5751.446289
	Iteration 320F: 3 clusters Score -1.380664e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104232 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -13806631.000000 Penalty: 5751.446289
	Iteration 321Q: 3 clusters Score -1.380663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104245 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -13806639.000000 Penalty: 5751.446289
	Iteration 322Q: 3 clusters Score -1.380664e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104261 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -13806635.000000 Penalty: 5751.446289
	Iteration 323Q: 3 clusters Score -1.380664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104272 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -13806634.000000 Penalty: 5751.446289
	Iteration 324Q: 3 clusters Score -1.380663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -13806639.000000 Penalty: 5751.446289
	Iteration 325Q: 3 clusters Score -1.380664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104298 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -13806646.000000 Penalty: 5751.446289
	Iteration 326Q: 3 clusters Score -1.380665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104303 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -13806647.000000 Penalty: 5751.446289
	Iteration 327Q: 3 clusters Score -1.380665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104311 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -13806639.000000 Penalty: 5751.446289
	Iteration 328Q: 3 clusters Score -1.380664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104319 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -13806657.000000 Penalty: 5751.446289
	Iteration 329Q: 3 clusters Score -1.380666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104327 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -13806663.000000 Penalty: 5751.446289
	Iteration 330Q: 3 clusters Score -1.380666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104334 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -13806656.000000 Penalty: 5751.446289
	Iteration 331Q: 3 clusters Score -1.380666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104342 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -13806648.000000 Penalty: 5751.446289
	Iteration 332Q: 3 clusters Score -1.380665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104353 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -13806661.000000 Penalty: 5751.446289
	Iteration 333Q: 3 clusters Score -1.380666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104361 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -13806640.000000 Penalty: 5751.446289
	Iteration 334Q: 3 clusters Score -1.380664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104366 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -13806628.000000 Penalty: 5751.446289
	Iteration 335Q: 3 clusters Score -1.380663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104371 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -13806642.000000 Penalty: 5751.446289
	Iteration 336Q: 3 clusters Score -1.380664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104373 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -13806649.000000 Penalty: 5751.446289
	Iteration 337Q: 3 clusters Score -1.380665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104377 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -13806637.000000 Penalty: 5751.446289
	Iteration 338Q: 3 clusters Score -1.380664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104383 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -13806630.000000 Penalty: 5751.446289
	Iteration 339Q: 3 clusters Score -1.380663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104386 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -13806636.000000 Penalty: 5751.446289
	Iteration 340F: 3 clusters Score -1.380664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104388 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -13806640.000000 Penalty: 5751.446289
	Iteration 341Q: 3 clusters Score -1.380664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104390 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -13806641.000000 Penalty: 5751.446289
	Iteration 342Q: 3 clusters Score -1.380664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104391 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -13806642.000000 Penalty: 5751.446289
	Iteration 343Q: 3 clusters Score -1.380664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104392 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -13806646.000000 Penalty: 5751.446289
	Iteration 344Q: 3 clusters Score -1.380665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104395 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -13806660.000000 Penalty: 5751.446289
	Iteration 345Q: 3 clusters Score -1.380666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104396 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -13806657.000000 Penalty: 5751.446289
	Iteration 346Q: 3 clusters Score -1.380666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104400 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -13806648.000000 Penalty: 5751.446289
	Iteration 347Q: 3 clusters Score -1.380665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104403 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -13806641.000000 Penalty: 5751.446289
	Iteration 348Q: 3 clusters Score -1.380664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104407 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -13806655.000000 Penalty: 5751.446289
	Iteration 349Q: 3 clusters Score -1.380666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104407 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -13806657.000000 Penalty: 5751.446289
	Iteration 350Q: 3 clusters Score -1.380666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104406 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -13806660.000000 Penalty: 5751.446289
	Iteration 351Q: 3 clusters Score -1.380666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104409 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -13806658.000000 Penalty: 5751.446289
	Iteration 352Q: 3 clusters Score -1.380666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104410 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -13806659.000000 Penalty: 5751.446289
	Iteration 353Q: 3 clusters Score -1.380666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104412 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -13806670.000000 Penalty: 5751.446289
	Iteration 354Q: 3 clusters Score -1.380667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104413 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -13806667.000000 Penalty: 5751.446289
	Iteration 355Q: 3 clusters Score -1.380667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104412 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -13806667.000000 Penalty: 5751.446289
	Iteration 356Q: 3 clusters Score -1.380667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104412 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -13806667.000000 Penalty: 5751.446289
	Iteration 357F: 3 clusters Score -1.380667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (146326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146326 members 
Entering Unmasked Estep 
Score: -18847944.000000 Penalty: 2949.610840
	Iteration 0F: 2 clusters Score -1.884794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
Score: -18754138.000000 Penalty: 5899.221680
	Iteration 0F: 3 clusters Score -1.875414e+07 nChanged 69833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73654 members 
Mstep: Class 2 contains 72672 members 
Entering Unmasked Estep 
Score: -18794920.000000 Penalty: 5899.221680
	Iteration 1F: 3 clusters Score -1.879492e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -18795828.000000 Penalty: 5899.221680
	Iteration 2Q: 3 clusters Score -1.879583e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74206 members 
Mstep: Class 2 contains 72120 members 
Entering Unmasked Estep 
Score: -18797154.000000 Penalty: 5899.221680
	Iteration 3Q: 3 clusters Score -1.879715e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74631 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -18798970.000000 Penalty: 5899.221680
	Iteration 4Q: 3 clusters Score -1.879897e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74987 members 
Mstep: Class 2 contains 71339 members 
Entering Unmasked Estep 
Score: -18801334.000000 Penalty: 5899.221680
	Iteration 5Q: 3 clusters Score -1.880133e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75440 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -18804580.000000 Penalty: 5899.221680
	Iteration 6Q: 3 clusters Score -1.880458e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75901 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
Score: -18808750.000000 Penalty: 5899.221680
	Iteration 7F: 3 clusters Score -1.880875e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 70165 members 
Entering Unmasked Estep 
Score: -18813976.000000 Penalty: 5899.221680
	Iteration 8F: 3 clusters Score -1.881398e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -18819990.000000 Penalty: 5899.221680
	Iteration 9F: 3 clusters Score -1.881999e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75602 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
Score: -18825606.000000 Penalty: 5899.221680
	Iteration 10F: 3 clusters Score -1.882561e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 71550 members 
Entering Unmasked Estep 
Score: -18829746.000000 Penalty: 5899.221680
	Iteration 11F: 3 clusters Score -1.882975e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 72404 members 
Entering Unmasked Estep 
Score: -18831670.000000 Penalty: 5899.221680
	Iteration 12Q: 3 clusters Score -1.883167e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73136 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -18832378.000000 Penalty: 5899.221680
	Iteration 13Q: 3 clusters Score -1.883238e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -18832830.000000 Penalty: 5899.221680
	Iteration 14Q: 3 clusters Score -1.883283e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 74646 members 
Entering Unmasked Estep 
Score: -18832992.000000 Penalty: 5899.221680
	Iteration 15Q: 3 clusters Score -1.883299e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71007 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -18833332.000000 Penalty: 5899.221680
	Iteration 16Q: 3 clusters Score -1.883333e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 76044 members 
Entering Unmasked Estep 
Score: -18833524.000000 Penalty: 5899.221680
	Iteration 17Q: 3 clusters Score -1.883352e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -18833748.000000 Penalty: 5899.221680
	Iteration 18Q: 3 clusters Score -1.883375e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 77772 members 
Entering Unmasked Estep 
Score: -18834008.000000 Penalty: 5899.221680
	Iteration 19Q: 3 clusters Score -1.883401e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 78738 members 
Entering Unmasked Estep 
Score: -18834200.000000 Penalty: 5899.221680
	Iteration 20F: 3 clusters Score -1.88342e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -18834334.000000 Penalty: 5899.221680
	Iteration 21Q: 3 clusters Score -1.883433e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 80789 members 
Entering Unmasked Estep 
Score: -18834494.000000 Penalty: 5899.221680
	Iteration 22Q: 3 clusters Score -1.883449e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -18834646.000000 Penalty: 5899.221680
	Iteration 23Q: 3 clusters Score -1.883465e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63304 members 
Mstep: Class 2 contains 83022 members 
Entering Unmasked Estep 
Score: -18834784.000000 Penalty: 5899.221680
	Iteration 24Q: 3 clusters Score -1.883478e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 84189 members 
Entering Unmasked Estep 
Score: -18834838.000000 Penalty: 5899.221680
	Iteration 25Q: 3 clusters Score -1.883484e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60941 members 
Mstep: Class 2 contains 85385 members 
Entering Unmasked Estep 
Score: -18835032.000000 Penalty: 5899.221680
	Iteration 26Q: 3 clusters Score -1.883503e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -18835140.000000 Penalty: 5899.221680
	Iteration 27Q: 3 clusters Score -1.883514e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -18835204.000000 Penalty: 5899.221680
	Iteration 28Q: 3 clusters Score -1.88352e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 89147 members 
Entering Unmasked Estep 
Score: -18835324.000000 Penalty: 5899.221680
	Iteration 29Q: 3 clusters Score -1.883532e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 90494 members 
Entering Unmasked Estep 
Score: -18835452.000000 Penalty: 5899.221680
	Iteration 30Q: 3 clusters Score -1.883545e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 91880 members 
Entering Unmasked Estep 
Score: -18835534.000000 Penalty: 5899.221680
	Iteration 31Q: 3 clusters Score -1.883553e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -18835692.000000 Penalty: 5899.221680
	Iteration 32Q: 3 clusters Score -1.883569e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -18835850.000000 Penalty: 5899.221680
	Iteration 33Q: 3 clusters Score -1.883585e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 96246 members 
Entering Unmasked Estep 
Score: -18836096.000000 Penalty: 5899.221680
	Iteration 34Q: 3 clusters Score -1.88361e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -18836234.000000 Penalty: 5899.221680
	Iteration 35Q: 3 clusters Score -1.883623e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 99257 members 
Entering Unmasked Estep 
Score: -18836498.000000 Penalty: 5899.221680
	Iteration 36Q: 3 clusters Score -1.88365e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 100800 members 
Entering Unmasked Estep 
Score: -18836726.000000 Penalty: 5899.221680
	Iteration 37Q: 3 clusters Score -1.883673e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 102417 members 
Entering Unmasked Estep 
Score: -18836938.000000 Penalty: 5899.221680
	Iteration 38Q: 3 clusters Score -1.883694e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 104009 members 
Entering Unmasked Estep 
Score: -18837150.000000 Penalty: 5899.221680
	Iteration 39Q: 3 clusters Score -1.883715e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 105655 members 
Entering Unmasked Estep 
Score: -18837458.000000 Penalty: 5899.221680
	Iteration 40F: 3 clusters Score -1.883746e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 107324 members 
Entering Unmasked Estep 
Score: -18837760.000000 Penalty: 5899.221680
	Iteration 41Q: 3 clusters Score -1.883776e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 108986 members 
Entering Unmasked Estep 
Score: -18838052.000000 Penalty: 5899.221680
	Iteration 42Q: 3 clusters Score -1.883805e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 110697 members 
Entering Unmasked Estep 
Score: -18838214.000000 Penalty: 5899.221680
	Iteration 43Q: 3 clusters Score -1.883821e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 112442 members 
Entering Unmasked Estep 
Score: -18838474.000000 Penalty: 5899.221680
	Iteration 44Q: 3 clusters Score -1.883847e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 114205 members 
Entering Unmasked Estep 
Score: -18838794.000000 Penalty: 5899.221680
	Iteration 45Q: 3 clusters Score -1.883879e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 115933 members 
Entering Unmasked Estep 
Score: -18838976.000000 Penalty: 5899.221680
	Iteration 46Q: 3 clusters Score -1.883898e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 117666 members 
Entering Unmasked Estep 
Score: -18839300.000000 Penalty: 5899.221680
	Iteration 47Q: 3 clusters Score -1.88393e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 119304 members 
Entering Unmasked Estep 
Score: -18839640.000000 Penalty: 5899.221680
	Iteration 48Q: 3 clusters Score -1.883964e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 120916 members 
Entering Unmasked Estep 
Score: -18839934.000000 Penalty: 5899.221680
	Iteration 49Q: 3 clusters Score -1.883993e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 122430 members 
Entering Unmasked Estep 
Score: -18840210.000000 Penalty: 5899.221680
	Iteration 50Q: 3 clusters Score -1.884021e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 123952 members 
Entering Unmasked Estep 
Score: -18840598.000000 Penalty: 5899.221680
	Iteration 51Q: 3 clusters Score -1.88406e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 125463 members 
Entering Unmasked Estep 
Score: -18840880.000000 Penalty: 5899.221680
	Iteration 52Q: 3 clusters Score -1.884088e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 126895 members 
Entering Unmasked Estep 
Score: -18841242.000000 Penalty: 5899.221680
	Iteration 53Q: 3 clusters Score -1.884124e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 128365 members 
Entering Unmasked Estep 
Score: -18841440.000000 Penalty: 5899.221680
	Iteration 54Q: 3 clusters Score -1.884144e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 129784 members 
Entering Unmasked Estep 
Score: -18841776.000000 Penalty: 5899.221680
	Iteration 55Q: 3 clusters Score -1.884178e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 131170 members 
Entering Unmasked Estep 
Score: -18842050.000000 Penalty: 5899.221680
	Iteration 56Q: 3 clusters Score -1.884205e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 132462 members 
Entering Unmasked Estep 
Score: -18842420.000000 Penalty: 5899.221680
	Iteration 57Q: 3 clusters Score -1.884242e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 133725 members 
Entering Unmasked Estep 
Score: -18842768.000000 Penalty: 5899.221680
	Iteration 58Q: 3 clusters Score -1.884277e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 134947 members 
Entering Unmasked Estep 
Score: -18843028.000000 Penalty: 5899.221680
	Iteration 59Q: 3 clusters Score -1.884303e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 136066 members 
Entering Unmasked Estep 
Score: -18843366.000000 Penalty: 5899.221680
	Iteration 60F: 3 clusters Score -1.884337e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 137153 members 
Entering Unmasked Estep 
Score: -18843736.000000 Penalty: 5899.221680
	Iteration 61Q: 3 clusters Score -1.884374e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 138161 members 
Entering Unmasked Estep 
Score: -18844040.000000 Penalty: 5899.221680
	Iteration 62Q: 3 clusters Score -1.884404e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 139085 members 
Entering Unmasked Estep 
Score: -18844374.000000 Penalty: 5899.221680
	Iteration 63Q: 3 clusters Score -1.884437e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 139893 members 
Entering Unmasked Estep 
Score: -18844642.000000 Penalty: 5899.221680
	Iteration 64Q: 3 clusters Score -1.884464e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 140610 members 
Entering Unmasked Estep 
Score: -18844840.000000 Penalty: 5899.221680
	Iteration 65Q: 3 clusters Score -1.884484e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 141254 members 
Entering Unmasked Estep 
Score: -18844950.000000 Penalty: 5899.221680
	Iteration 66Q: 3 clusters Score -1.884495e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 141803 members 
Entering Unmasked Estep 
Score: -18845118.000000 Penalty: 5899.221680
	Iteration 67Q: 3 clusters Score -1.884512e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 142289 members 
Entering Unmasked Estep 
Score: -18845222.000000 Penalty: 5899.221680
	Iteration 68Q: 3 clusters Score -1.884522e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 142713 members 
Entering Unmasked Estep 
Score: -18845368.000000 Penalty: 5899.221680
	Iteration 69Q: 3 clusters Score -1.884537e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 143066 members 
Entering Unmasked Estep 
Score: -18845352.000000 Penalty: 5899.221680
	Iteration 70Q: 3 clusters Score -1.884535e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 143359 members 
Entering Unmasked Estep 
Score: -18845434.000000 Penalty: 5899.221680
	Iteration 71Q: 3 clusters Score -1.884543e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 143611 members 
Entering Unmasked Estep 
Score: -18845460.000000 Penalty: 5899.221680
	Iteration 72Q: 3 clusters Score -1.884546e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 143834 members 
Entering Unmasked Estep 
Score: -18845494.000000 Penalty: 5899.221680
	Iteration 73Q: 3 clusters Score -1.884549e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 144030 members 
Entering Unmasked Estep 
Score: -18845536.000000 Penalty: 5899.221680
	Iteration 74Q: 3 clusters Score -1.884554e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 144184 members 
Entering Unmasked Estep 
Score: -18845606.000000 Penalty: 5899.221680
	Iteration 75Q: 3 clusters Score -1.884561e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 144319 members 
Entering Unmasked Estep 
Score: -18845638.000000 Penalty: 5899.221680
	Iteration 76Q: 3 clusters Score -1.884564e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 144434 members 
Entering Unmasked Estep 
Score: -18845720.000000 Penalty: 5899.221680
	Iteration 77Q: 3 clusters Score -1.884572e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 144527 members 
Entering Unmasked Estep 
Score: -18845736.000000 Penalty: 5899.221680
	Iteration 78Q: 3 clusters Score -1.884574e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 144614 members 
Entering Unmasked Estep 
Score: -18845750.000000 Penalty: 5899.221680
	Iteration 79Q: 3 clusters Score -1.884575e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 144685 members 
Entering Unmasked Estep 
Score: -18845772.000000 Penalty: 5899.221680
	Iteration 80F: 3 clusters Score -1.884577e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 144755 members 
Entering Unmasked Estep 
Score: -18845814.000000 Penalty: 5899.221680
	Iteration 81Q: 3 clusters Score -1.884581e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 144802 members 
Entering Unmasked Estep 
Score: -18845812.000000 Penalty: 5899.221680
	Iteration 82Q: 3 clusters Score -1.884581e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 144858 members 
Entering Unmasked Estep 
Score: -18845816.000000 Penalty: 5899.221680
	Iteration 83Q: 3 clusters Score -1.884582e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 144895 members 
Entering Unmasked Estep 
Score: -18845810.000000 Penalty: 5899.221680
	Iteration 84Q: 3 clusters Score -1.884581e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 144934 members 
Entering Unmasked Estep 
Score: -18845838.000000 Penalty: 5899.221680
	Iteration 85Q: 3 clusters Score -1.884584e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 144970 members 
Entering Unmasked Estep 
Score: -18845838.000000 Penalty: 5899.221680
	Iteration 86Q: 3 clusters Score -1.884584e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 145001 members 
Entering Unmasked Estep 
Score: -18845848.000000 Penalty: 5899.221680
	Iteration 87Q: 3 clusters Score -1.884585e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 145029 members 
Entering Unmasked Estep 
Score: -18845884.000000 Penalty: 5899.221680
	Iteration 88Q: 3 clusters Score -1.884588e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 145047 members 
Entering Unmasked Estep 
Score: -18845854.000000 Penalty: 5899.221680
	Iteration 89Q: 3 clusters Score -1.884585e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 145064 members 
Entering Unmasked Estep 
Score: -18845876.000000 Penalty: 5899.221680
	Iteration 90Q: 3 clusters Score -1.884588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 145078 members 
Entering Unmasked Estep 
Score: -18845872.000000 Penalty: 5899.221680
	Iteration 91Q: 3 clusters Score -1.884587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 145092 members 
Entering Unmasked Estep 
Score: -18845856.000000 Penalty: 5899.221680
	Iteration 92Q: 3 clusters Score -1.884586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 145103 members 
Entering Unmasked Estep 
Score: -18845866.000000 Penalty: 5899.221680
	Iteration 93Q: 3 clusters Score -1.884587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 145111 members 
Entering Unmasked Estep 
Score: -18845876.000000 Penalty: 5899.221680
	Iteration 94Q: 3 clusters Score -1.884588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 145122 members 
Entering Unmasked Estep 
Score: -18845866.000000 Penalty: 5899.221680
	Iteration 95Q: 3 clusters Score -1.884587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 145128 members 
Entering Unmasked Estep 
Score: -18845870.000000 Penalty: 5899.221680
	Iteration 96Q: 3 clusters Score -1.884587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 145132 members 
Entering Unmasked Estep 
Score: -18845874.000000 Penalty: 5899.221680
	Iteration 97Q: 3 clusters Score -1.884587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 145134 members 
Entering Unmasked Estep 
Score: -18845866.000000 Penalty: 5899.221680
	Iteration 98Q: 3 clusters Score -1.884587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 145135 members 
Entering Unmasked Estep 
Score: -18845868.000000 Penalty: 5899.221680
	Iteration 99Q: 3 clusters Score -1.884587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 145141 members 
Entering Unmasked Estep 
Score: -18845868.000000 Penalty: 5899.221680
	Iteration 100F: 3 clusters Score -1.884587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 145143 members 
Entering Unmasked Estep 
Score: -18845846.000000 Penalty: 5899.221680
	Iteration 101Q: 3 clusters Score -1.884585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 145148 members 
Entering Unmasked Estep 
Score: -18845856.000000 Penalty: 5899.221680
	Iteration 102Q: 3 clusters Score -1.884586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 145150 members 
Entering Unmasked Estep 
Score: -18845840.000000 Penalty: 5899.221680
	Iteration 103Q: 3 clusters Score -1.884584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 145150 members 
Entering Unmasked Estep 
Score: -18845840.000000 Penalty: 5899.221680
	Iteration 104F: 3 clusters Score -1.884584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -29793.482422 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -29793.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28630.583984 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -28630.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28862.195312 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -28862.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29009.746094 Penalty: 2820.739746
	Iteration 2F: 3 clusters Score -29009.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29083.968750 Penalty: 2820.739746
	Iteration 3F: 3 clusters Score -29083.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29147.351562 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -29147.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29170.640625 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -29170.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29174.398438 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -29174.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29174.398438 Penalty: 2820.739746
	Iteration 7F: 3 clusters Score -29174.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (100525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100525 members 
Entering Unmasked Estep 
Score: -12878727.000000 Penalty: 2856.504150
	Iteration 0F: 2 clusters Score -1.287873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -12812196.000000 Penalty: 5713.008301
	Iteration 0F: 3 clusters Score -1.28122e+07 nChanged 47585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -12839421.000000 Penalty: 5713.008301
	Iteration 1F: 3 clusters Score -1.283942e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -12840363.000000 Penalty: 5713.008301
	Iteration 2Q: 3 clusters Score -1.284036e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -12841563.000000 Penalty: 5713.008301
	Iteration 3Q: 3 clusters Score -1.284156e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -12843473.000000 Penalty: 5713.008301
	Iteration 4Q: 3 clusters Score -1.284347e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -12846369.000000 Penalty: 5713.008301
	Iteration 5F: 3 clusters Score -1.284637e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -12850840.000000 Penalty: 5713.008301
	Iteration 6F: 3 clusters Score -1.285084e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -12856738.000000 Penalty: 5713.008301
	Iteration 7F: 3 clusters Score -1.285674e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 81572 members 
Entering Unmasked Estep 
Score: -12863222.000000 Penalty: 5713.008301
	Iteration 8F: 3 clusters Score -1.286322e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 86159 members 
Entering Unmasked Estep 
Score: -12869060.000000 Penalty: 5713.008301
	Iteration 9F: 3 clusters Score -1.286906e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 88417 members 
Entering Unmasked Estep 
Score: -12872603.000000 Penalty: 5713.008301
	Iteration 10Q: 3 clusters Score -1.28726e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 89294 members 
Entering Unmasked Estep 
Score: -12874134.000000 Penalty: 5713.008301
	Iteration 11Q: 3 clusters Score -1.287413e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -12874650.000000 Penalty: 5713.008301
	Iteration 12Q: 3 clusters Score -1.287465e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 90135 members 
Entering Unmasked Estep 
Score: -12874916.000000 Penalty: 5713.008301
	Iteration 13Q: 3 clusters Score -1.287492e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 90438 members 
Entering Unmasked Estep 
Score: -12875011.000000 Penalty: 5713.008301
	Iteration 14Q: 3 clusters Score -1.287501e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 90713 members 
Entering Unmasked Estep 
Score: -12875131.000000 Penalty: 5713.008301
	Iteration 15Q: 3 clusters Score -1.287513e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -12875144.000000 Penalty: 5713.008301
	Iteration 16Q: 3 clusters Score -1.287514e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 91156 members 
Entering Unmasked Estep 
Score: -12875204.000000 Penalty: 5713.008301
	Iteration 17Q: 3 clusters Score -1.28752e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 91352 members 
Entering Unmasked Estep 
Score: -12875245.000000 Penalty: 5713.008301
	Iteration 18Q: 3 clusters Score -1.287524e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 91506 members 
Entering Unmasked Estep 
Score: -12875293.000000 Penalty: 5713.008301
	Iteration 19Q: 3 clusters Score -1.287529e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 91655 members 
Entering Unmasked Estep 
Score: -12875348.000000 Penalty: 5713.008301
	Iteration 20F: 3 clusters Score -1.287535e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 91787 members 
Entering Unmasked Estep 
Score: -12875418.000000 Penalty: 5713.008301
	Iteration 21Q: 3 clusters Score -1.287542e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 91923 members 
Entering Unmasked Estep 
Score: -12875449.000000 Penalty: 5713.008301
	Iteration 22Q: 3 clusters Score -1.287545e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 92043 members 
Entering Unmasked Estep 
Score: -12875446.000000 Penalty: 5713.008301
	Iteration 23Q: 3 clusters Score -1.287545e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 92159 members 
Entering Unmasked Estep 
Score: -12875466.000000 Penalty: 5713.008301
	Iteration 24Q: 3 clusters Score -1.287547e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 92261 members 
Entering Unmasked Estep 
Score: -12875499.000000 Penalty: 5713.008301
	Iteration 25Q: 3 clusters Score -1.28755e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 92360 members 
Entering Unmasked Estep 
Score: -12875534.000000 Penalty: 5713.008301
	Iteration 26Q: 3 clusters Score -1.287553e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 92449 members 
Entering Unmasked Estep 
Score: -12875542.000000 Penalty: 5713.008301
	Iteration 27Q: 3 clusters Score -1.287554e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -12875565.000000 Penalty: 5713.008301
	Iteration 28Q: 3 clusters Score -1.287556e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 92582 members 
Entering Unmasked Estep 
Score: -12875574.000000 Penalty: 5713.008301
	Iteration 29Q: 3 clusters Score -1.287557e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 92632 members 
Entering Unmasked Estep 
Score: -12875558.000000 Penalty: 5713.008301
	Iteration 30Q: 3 clusters Score -1.287556e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 92672 members 
Entering Unmasked Estep 
Score: -12875563.000000 Penalty: 5713.008301
	Iteration 31Q: 3 clusters Score -1.287556e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 92708 members 
Entering Unmasked Estep 
Score: -12875574.000000 Penalty: 5713.008301
	Iteration 32Q: 3 clusters Score -1.287557e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 92743 members 
Entering Unmasked Estep 
Score: -12875568.000000 Penalty: 5713.008301
	Iteration 33Q: 3 clusters Score -1.287557e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 92788 members 
Entering Unmasked Estep 
Score: -12875584.000000 Penalty: 5713.008301
	Iteration 34Q: 3 clusters Score -1.287558e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 92831 members 
Entering Unmasked Estep 
Score: -12875583.000000 Penalty: 5713.008301
	Iteration 35Q: 3 clusters Score -1.287558e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 92868 members 
Entering Unmasked Estep 
Score: -12875593.000000 Penalty: 5713.008301
	Iteration 36Q: 3 clusters Score -1.287559e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 92902 members 
Entering Unmasked Estep 
Score: -12875610.000000 Penalty: 5713.008301
	Iteration 37Q: 3 clusters Score -1.287561e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 92944 members 
Entering Unmasked Estep 
Score: -12875623.000000 Penalty: 5713.008301
	Iteration 38Q: 3 clusters Score -1.287562e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 92982 members 
Entering Unmasked Estep 
Score: -12875630.000000 Penalty: 5713.008301
	Iteration 39Q: 3 clusters Score -1.287563e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 93024 members 
Entering Unmasked Estep 
Score: -12875614.000000 Penalty: 5713.008301
	Iteration 40F: 3 clusters Score -1.287561e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 93065 members 
Entering Unmasked Estep 
Score: -12875605.000000 Penalty: 5713.008301
	Iteration 41Q: 3 clusters Score -1.28756e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 93112 members 
Entering Unmasked Estep 
Score: -12875622.000000 Penalty: 5713.008301
	Iteration 42Q: 3 clusters Score -1.287562e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 93150 members 
Entering Unmasked Estep 
Score: -12875611.000000 Penalty: 5713.008301
	Iteration 43Q: 3 clusters Score -1.287561e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 93191 members 
Entering Unmasked Estep 
Score: -12875604.000000 Penalty: 5713.008301
	Iteration 44Q: 3 clusters Score -1.28756e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 93242 members 
Entering Unmasked Estep 
Score: -12875604.000000 Penalty: 5713.008301
	Iteration 45Q: 3 clusters Score -1.28756e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 93288 members 
Entering Unmasked Estep 
Score: -12875600.000000 Penalty: 5713.008301
	Iteration 46Q: 3 clusters Score -1.28756e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -12875601.000000 Penalty: 5713.008301
	Iteration 47Q: 3 clusters Score -1.28756e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 93385 members 
Entering Unmasked Estep 
Score: -12875608.000000 Penalty: 5713.008301
	Iteration 48Q: 3 clusters Score -1.287561e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 93448 members 
Entering Unmasked Estep 
Score: -12875606.000000 Penalty: 5713.008301
	Iteration 49Q: 3 clusters Score -1.287561e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 93498 members 
Entering Unmasked Estep 
Score: -12875621.000000 Penalty: 5713.008301
	Iteration 50Q: 3 clusters Score -1.287562e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 93546 members 
Entering Unmasked Estep 
Score: -12875621.000000 Penalty: 5713.008301
	Iteration 51Q: 3 clusters Score -1.287562e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 93598 members 
Entering Unmasked Estep 
Score: -12875639.000000 Penalty: 5713.008301
	Iteration 52Q: 3 clusters Score -1.287564e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -12875643.000000 Penalty: 5713.008301
	Iteration 53Q: 3 clusters Score -1.287564e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 93732 members 
Entering Unmasked Estep 
Score: -12875639.000000 Penalty: 5713.008301
	Iteration 54Q: 3 clusters Score -1.287564e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 93795 members 
Entering Unmasked Estep 
Score: -12875659.000000 Penalty: 5713.008301
	Iteration 55Q: 3 clusters Score -1.287566e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -12875676.000000 Penalty: 5713.008301
	Iteration 56Q: 3 clusters Score -1.287568e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 93935 members 
Entering Unmasked Estep 
Score: -12875671.000000 Penalty: 5713.008301
	Iteration 57Q: 3 clusters Score -1.287567e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 94005 members 
Entering Unmasked Estep 
Score: -12875690.000000 Penalty: 5713.008301
	Iteration 58Q: 3 clusters Score -1.287569e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 94071 members 
Entering Unmasked Estep 
Score: -12875700.000000 Penalty: 5713.008301
	Iteration 59Q: 3 clusters Score -1.28757e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 94154 members 
Entering Unmasked Estep 
Score: -12875698.000000 Penalty: 5713.008301
	Iteration 60F: 3 clusters Score -1.28757e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 94238 members 
Entering Unmasked Estep 
Score: -12875732.000000 Penalty: 5713.008301
	Iteration 61Q: 3 clusters Score -1.287573e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 94327 members 
Entering Unmasked Estep 
Score: -12875714.000000 Penalty: 5713.008301
	Iteration 62Q: 3 clusters Score -1.287571e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 94418 members 
Entering Unmasked Estep 
Score: -12875723.000000 Penalty: 5713.008301
	Iteration 63Q: 3 clusters Score -1.287572e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 94498 members 
Entering Unmasked Estep 
Score: -12875758.000000 Penalty: 5713.008301
	Iteration 64Q: 3 clusters Score -1.287576e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -12875745.000000 Penalty: 5713.008301
	Iteration 65Q: 3 clusters Score -1.287574e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 94687 members 
Entering Unmasked Estep 
Score: -12875769.000000 Penalty: 5713.008301
	Iteration 66Q: 3 clusters Score -1.287577e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 94778 members 
Entering Unmasked Estep 
Score: -12875796.000000 Penalty: 5713.008301
	Iteration 67Q: 3 clusters Score -1.28758e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -12875784.000000 Penalty: 5713.008301
	Iteration 68Q: 3 clusters Score -1.287578e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 94944 members 
Entering Unmasked Estep 
Score: -12875774.000000 Penalty: 5713.008301
	Iteration 69Q: 3 clusters Score -1.287577e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 95022 members 
Entering Unmasked Estep 
Score: -12875794.000000 Penalty: 5713.008301
	Iteration 70Q: 3 clusters Score -1.287579e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 95104 members 
Entering Unmasked Estep 
Score: -12875799.000000 Penalty: 5713.008301
	Iteration 71Q: 3 clusters Score -1.28758e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 95192 members 
Entering Unmasked Estep 
Score: -12875816.000000 Penalty: 5713.008301
	Iteration 72Q: 3 clusters Score -1.287582e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 95291 members 
Entering Unmasked Estep 
Score: -12875842.000000 Penalty: 5713.008301
	Iteration 73Q: 3 clusters Score -1.287584e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 95407 members 
Entering Unmasked Estep 
Score: -12875870.000000 Penalty: 5713.008301
	Iteration 74Q: 3 clusters Score -1.287587e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 95507 members 
Entering Unmasked Estep 
Score: -12875864.000000 Penalty: 5713.008301
	Iteration 75Q: 3 clusters Score -1.287586e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -12875871.000000 Penalty: 5713.008301
	Iteration 76Q: 3 clusters Score -1.287587e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 95694 members 
Entering Unmasked Estep 
Score: -12875886.000000 Penalty: 5713.008301
	Iteration 77Q: 3 clusters Score -1.287589e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 95801 members 
Entering Unmasked Estep 
Score: -12875892.000000 Penalty: 5713.008301
	Iteration 78Q: 3 clusters Score -1.287589e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -12875892.000000 Penalty: 5713.008301
	Iteration 79Q: 3 clusters Score -1.287589e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 95971 members 
Entering Unmasked Estep 
Score: -12875882.000000 Penalty: 5713.008301
	Iteration 80F: 3 clusters Score -1.287588e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 96038 members 
Entering Unmasked Estep 
Score: -12875900.000000 Penalty: 5713.008301
	Iteration 81Q: 3 clusters Score -1.28759e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 96111 members 
Entering Unmasked Estep 
Score: -12875900.000000 Penalty: 5713.008301
	Iteration 82Q: 3 clusters Score -1.28759e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 96175 members 
Entering Unmasked Estep 
Score: -12875895.000000 Penalty: 5713.008301
	Iteration 83Q: 3 clusters Score -1.28759e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -12875913.000000 Penalty: 5713.008301
	Iteration 84Q: 3 clusters Score -1.287591e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 96277 members 
Entering Unmasked Estep 
Score: -12875921.000000 Penalty: 5713.008301
	Iteration 85Q: 3 clusters Score -1.287592e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 96325 members 
Entering Unmasked Estep 
Score: -12875923.000000 Penalty: 5713.008301
	Iteration 86Q: 3 clusters Score -1.287592e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -12875923.000000 Penalty: 5713.008301
	Iteration 87Q: 3 clusters Score -1.287592e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 96419 members 
Entering Unmasked Estep 
Score: -12875924.000000 Penalty: 5713.008301
	Iteration 88Q: 3 clusters Score -1.287592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 96448 members 
Entering Unmasked Estep 
Score: -12875944.000000 Penalty: 5713.008301
	Iteration 89Q: 3 clusters Score -1.287594e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 96478 members 
Entering Unmasked Estep 
Score: -12875962.000000 Penalty: 5713.008301
	Iteration 90Q: 3 clusters Score -1.287596e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 96513 members 
Entering Unmasked Estep 
Score: -12875955.000000 Penalty: 5713.008301
	Iteration 91Q: 3 clusters Score -1.287596e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 96551 members 
Entering Unmasked Estep 
Score: -12875969.000000 Penalty: 5713.008301
	Iteration 92Q: 3 clusters Score -1.287597e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 96594 members 
Entering Unmasked Estep 
Score: -12875968.000000 Penalty: 5713.008301
	Iteration 93Q: 3 clusters Score -1.287597e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 96627 members 
Entering Unmasked Estep 
Score: -12875973.000000 Penalty: 5713.008301
	Iteration 94Q: 3 clusters Score -1.287597e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 96658 members 
Entering Unmasked Estep 
Score: -12875960.000000 Penalty: 5713.008301
	Iteration 95Q: 3 clusters Score -1.287596e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 96684 members 
Entering Unmasked Estep 
Score: -12875979.000000 Penalty: 5713.008301
	Iteration 96Q: 3 clusters Score -1.287598e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 96724 members 
Entering Unmasked Estep 
Score: -12876017.000000 Penalty: 5713.008301
	Iteration 97Q: 3 clusters Score -1.287602e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 96772 members 
Entering Unmasked Estep 
Score: -12876017.000000 Penalty: 5713.008301
	Iteration 98Q: 3 clusters Score -1.287602e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 96819 members 
Entering Unmasked Estep 
Score: -12876009.000000 Penalty: 5713.008301
	Iteration 99Q: 3 clusters Score -1.287601e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -12876039.000000 Penalty: 5713.008301
	Iteration 100F: 3 clusters Score -1.287604e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 96912 members 
Entering Unmasked Estep 
Score: -12876054.000000 Penalty: 5713.008301
	Iteration 101Q: 3 clusters Score -1.287605e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 96952 members 
Entering Unmasked Estep 
Score: -12876071.000000 Penalty: 5713.008301
	Iteration 102Q: 3 clusters Score -1.287607e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 96993 members 
Entering Unmasked Estep 
Score: -12876063.000000 Penalty: 5713.008301
	Iteration 103Q: 3 clusters Score -1.287606e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 97020 members 
Entering Unmasked Estep 
Score: -12876062.000000 Penalty: 5713.008301
	Iteration 104Q: 3 clusters Score -1.287606e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 97056 members 
Entering Unmasked Estep 
Score: -12876063.000000 Penalty: 5713.008301
	Iteration 105Q: 3 clusters Score -1.287606e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 97090 members 
Entering Unmasked Estep 
Score: -12876077.000000 Penalty: 5713.008301
	Iteration 106Q: 3 clusters Score -1.287608e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 97118 members 
Entering Unmasked Estep 
Score: -12876057.000000 Penalty: 5713.008301
	Iteration 107Q: 3 clusters Score -1.287606e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -12876085.000000 Penalty: 5713.008301
	Iteration 108Q: 3 clusters Score -1.287608e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 97164 members 
Entering Unmasked Estep 
Score: -12876079.000000 Penalty: 5713.008301
	Iteration 109Q: 3 clusters Score -1.287608e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 97187 members 
Entering Unmasked Estep 
Score: -12876071.000000 Penalty: 5713.008301
	Iteration 110Q: 3 clusters Score -1.287607e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 97208 members 
Entering Unmasked Estep 
Score: -12876079.000000 Penalty: 5713.008301
	Iteration 111Q: 3 clusters Score -1.287608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 97228 members 
Entering Unmasked Estep 
Score: -12876074.000000 Penalty: 5713.008301
	Iteration 112Q: 3 clusters Score -1.287607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 97255 members 
Entering Unmasked Estep 
Score: -12876084.000000 Penalty: 5713.008301
	Iteration 113Q: 3 clusters Score -1.287608e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 97283 members 
Entering Unmasked Estep 
Score: -12876106.000000 Penalty: 5713.008301
	Iteration 114Q: 3 clusters Score -1.287611e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 97308 members 
Entering Unmasked Estep 
Score: -12876111.000000 Penalty: 5713.008301
	Iteration 115Q: 3 clusters Score -1.287611e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -12876115.000000 Penalty: 5713.008301
	Iteration 116Q: 3 clusters Score -1.287612e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 97355 members 
Entering Unmasked Estep 
Score: -12876108.000000 Penalty: 5713.008301
	Iteration 117Q: 3 clusters Score -1.287611e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 97389 members 
Entering Unmasked Estep 
Score: -12876122.000000 Penalty: 5713.008301
	Iteration 118Q: 3 clusters Score -1.287612e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 97422 members 
Entering Unmasked Estep 
Score: -12876120.000000 Penalty: 5713.008301
	Iteration 119Q: 3 clusters Score -1.287612e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -12876146.000000 Penalty: 5713.008301
	Iteration 120F: 3 clusters Score -1.287615e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 97487 members 
Entering Unmasked Estep 
Score: -12876160.000000 Penalty: 5713.008301
	Iteration 121Q: 3 clusters Score -1.287616e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 97514 members 
Entering Unmasked Estep 
Score: -12876174.000000 Penalty: 5713.008301
	Iteration 122Q: 3 clusters Score -1.287617e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 97552 members 
Entering Unmasked Estep 
Score: -12876186.000000 Penalty: 5713.008301
	Iteration 123Q: 3 clusters Score -1.287619e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 97582 members 
Entering Unmasked Estep 
Score: -12876189.000000 Penalty: 5713.008301
	Iteration 124Q: 3 clusters Score -1.287619e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 97616 members 
Entering Unmasked Estep 
Score: -12876193.000000 Penalty: 5713.008301
	Iteration 125Q: 3 clusters Score -1.287619e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 97647 members 
Entering Unmasked Estep 
Score: -12876193.000000 Penalty: 5713.008301
	Iteration 126Q: 3 clusters Score -1.287619e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 97679 members 
Entering Unmasked Estep 
Score: -12876198.000000 Penalty: 5713.008301
	Iteration 127Q: 3 clusters Score -1.28762e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -12876194.000000 Penalty: 5713.008301
	Iteration 128Q: 3 clusters Score -1.287619e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 97760 members 
Entering Unmasked Estep 
Score: -12876213.000000 Penalty: 5713.008301
	Iteration 129Q: 3 clusters Score -1.287621e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 97806 members 
Entering Unmasked Estep 
Score: -12876207.000000 Penalty: 5713.008301
	Iteration 130Q: 3 clusters Score -1.287621e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 97840 members 
Entering Unmasked Estep 
Score: -12876224.000000 Penalty: 5713.008301
	Iteration 131Q: 3 clusters Score -1.287622e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 97869 members 
Entering Unmasked Estep 
Score: -12876200.000000 Penalty: 5713.008301
	Iteration 132Q: 3 clusters Score -1.28762e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 97890 members 
Entering Unmasked Estep 
Score: -12876231.000000 Penalty: 5713.008301
	Iteration 133Q: 3 clusters Score -1.287623e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 97919 members 
Entering Unmasked Estep 
Score: -12876258.000000 Penalty: 5713.008301
	Iteration 134Q: 3 clusters Score -1.287626e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -12876258.000000 Penalty: 5713.008301
	Iteration 135Q: 3 clusters Score -1.287626e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 97982 members 
Entering Unmasked Estep 
Score: -12876273.000000 Penalty: 5713.008301
	Iteration 136Q: 3 clusters Score -1.287627e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 98008 members 
Entering Unmasked Estep 
Score: -12876272.000000 Penalty: 5713.008301
	Iteration 137Q: 3 clusters Score -1.287627e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 98029 members 
Entering Unmasked Estep 
Score: -12876275.000000 Penalty: 5713.008301
	Iteration 138Q: 3 clusters Score -1.287628e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 98052 members 
Entering Unmasked Estep 
Score: -12876289.000000 Penalty: 5713.008301
	Iteration 139Q: 3 clusters Score -1.287629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 98070 members 
Entering Unmasked Estep 
Score: -12876286.000000 Penalty: 5713.008301
	Iteration 140F: 3 clusters Score -1.287629e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 98089 members 
Entering Unmasked Estep 
Score: -12876290.000000 Penalty: 5713.008301
	Iteration 141Q: 3 clusters Score -1.287629e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 98111 members 
Entering Unmasked Estep 
Score: -12876298.000000 Penalty: 5713.008301
	Iteration 142Q: 3 clusters Score -1.28763e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 98132 members 
Entering Unmasked Estep 
Score: -12876303.000000 Penalty: 5713.008301
	Iteration 143Q: 3 clusters Score -1.28763e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 98155 members 
Entering Unmasked Estep 
Score: -12876287.000000 Penalty: 5713.008301
	Iteration 144Q: 3 clusters Score -1.287629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 98180 members 
Entering Unmasked Estep 
Score: -12876306.000000 Penalty: 5713.008301
	Iteration 145Q: 3 clusters Score -1.287631e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 98205 members 
Entering Unmasked Estep 
Score: -12876314.000000 Penalty: 5713.008301
	Iteration 146Q: 3 clusters Score -1.287631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 98219 members 
Entering Unmasked Estep 
Score: -12876315.000000 Penalty: 5713.008301
	Iteration 147Q: 3 clusters Score -1.287632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 98236 members 
Entering Unmasked Estep 
Score: -12876303.000000 Penalty: 5713.008301
	Iteration 148Q: 3 clusters Score -1.28763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 98254 members 
Entering Unmasked Estep 
Score: -12876313.000000 Penalty: 5713.008301
	Iteration 149Q: 3 clusters Score -1.287631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 98272 members 
Entering Unmasked Estep 
Score: -12876319.000000 Penalty: 5713.008301
	Iteration 150Q: 3 clusters Score -1.287632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -12876330.000000 Penalty: 5713.008301
	Iteration 151Q: 3 clusters Score -1.287633e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 98307 members 
Entering Unmasked Estep 
Score: -12876327.000000 Penalty: 5713.008301
	Iteration 152Q: 3 clusters Score -1.287633e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 98333 members 
Entering Unmasked Estep 
Score: -12876321.000000 Penalty: 5713.008301
	Iteration 153Q: 3 clusters Score -1.287632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
Score: -12876329.000000 Penalty: 5713.008301
	Iteration 154Q: 3 clusters Score -1.287633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 98365 members 
Entering Unmasked Estep 
Score: -12876313.000000 Penalty: 5713.008301
	Iteration 155Q: 3 clusters Score -1.287631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 98380 members 
Entering Unmasked Estep 
Score: -12876321.000000 Penalty: 5713.008301
	Iteration 156Q: 3 clusters Score -1.287632e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 98398 members 
Entering Unmasked Estep 
Score: -12876338.000000 Penalty: 5713.008301
	Iteration 157Q: 3 clusters Score -1.287634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 98415 members 
Entering Unmasked Estep 
Score: -12876351.000000 Penalty: 5713.008301
	Iteration 158Q: 3 clusters Score -1.287635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -12876334.000000 Penalty: 5713.008301
	Iteration 159Q: 3 clusters Score -1.287633e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 98448 members 
Entering Unmasked Estep 
Score: -12876345.000000 Penalty: 5713.008301
	Iteration 160F: 3 clusters Score -1.287634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 98465 members 
Entering Unmasked Estep 
Score: -12876342.000000 Penalty: 5713.008301
	Iteration 161Q: 3 clusters Score -1.287634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 98483 members 
Entering Unmasked Estep 
Score: -12876351.000000 Penalty: 5713.008301
	Iteration 162Q: 3 clusters Score -1.287635e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 98503 members 
Entering Unmasked Estep 
Score: -12876344.000000 Penalty: 5713.008301
	Iteration 163Q: 3 clusters Score -1.287634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 98523 members 
Entering Unmasked Estep 
Score: -12876350.000000 Penalty: 5713.008301
	Iteration 164Q: 3 clusters Score -1.287635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 98542 members 
Entering Unmasked Estep 
Score: -12876369.000000 Penalty: 5713.008301
	Iteration 165Q: 3 clusters Score -1.287637e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 98560 members 
Entering Unmasked Estep 
Score: -12876371.000000 Penalty: 5713.008301
	Iteration 166Q: 3 clusters Score -1.287637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 98576 members 
Entering Unmasked Estep 
Score: -12876376.000000 Penalty: 5713.008301
	Iteration 167Q: 3 clusters Score -1.287638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 98589 members 
Entering Unmasked Estep 
Score: -12876394.000000 Penalty: 5713.008301
	Iteration 168Q: 3 clusters Score -1.287639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 98601 members 
Entering Unmasked Estep 
Score: -12876412.000000 Penalty: 5713.008301
	Iteration 169Q: 3 clusters Score -1.287641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 98617 members 
Entering Unmasked Estep 
Score: -12876423.000000 Penalty: 5713.008301
	Iteration 170Q: 3 clusters Score -1.287642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 98629 members 
Entering Unmasked Estep 
Score: -12876430.000000 Penalty: 5713.008301
	Iteration 171Q: 3 clusters Score -1.287643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 98642 members 
Entering Unmasked Estep 
Score: -12876427.000000 Penalty: 5713.008301
	Iteration 172Q: 3 clusters Score -1.287643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -12876428.000000 Penalty: 5713.008301
	Iteration 173Q: 3 clusters Score -1.287643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 98655 members 
Entering Unmasked Estep 
Score: -12876434.000000 Penalty: 5713.008301
	Iteration 174Q: 3 clusters Score -1.287643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 98662 members 
Entering Unmasked Estep 
Score: -12876440.000000 Penalty: 5713.008301
	Iteration 175Q: 3 clusters Score -1.287644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 98671 members 
Entering Unmasked Estep 
Score: -12876449.000000 Penalty: 5713.008301
	Iteration 176Q: 3 clusters Score -1.287645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 98678 members 
Entering Unmasked Estep 
Score: -12876461.000000 Penalty: 5713.008301
	Iteration 177Q: 3 clusters Score -1.287646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 98686 members 
Entering Unmasked Estep 
Score: -12876459.000000 Penalty: 5713.008301
	Iteration 178Q: 3 clusters Score -1.287646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 98693 members 
Entering Unmasked Estep 
Score: -12876454.000000 Penalty: 5713.008301
	Iteration 179Q: 3 clusters Score -1.287645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 98699 members 
Entering Unmasked Estep 
Score: -12876459.000000 Penalty: 5713.008301
	Iteration 180F: 3 clusters Score -1.287646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 98704 members 
Entering Unmasked Estep 
Score: -12876457.000000 Penalty: 5713.008301
	Iteration 181Q: 3 clusters Score -1.287646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 98708 members 
Entering Unmasked Estep 
Score: -12876447.000000 Penalty: 5713.008301
	Iteration 182Q: 3 clusters Score -1.287645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 98710 members 
Entering Unmasked Estep 
Score: -12876455.000000 Penalty: 5713.008301
	Iteration 183Q: 3 clusters Score -1.287646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 98711 members 
Entering Unmasked Estep 
Score: -12876445.000000 Penalty: 5713.008301
	Iteration 184Q: 3 clusters Score -1.287644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 98710 members 
Entering Unmasked Estep 
Score: -12876453.000000 Penalty: 5713.008301
	Iteration 185Q: 3 clusters Score -1.287645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 98710 members 
Entering Unmasked Estep 
Score: -12876453.000000 Penalty: 5713.008301
	Iteration 186F: 3 clusters Score -1.287645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Entering Unmasked Estep 
Score: -1131524.250000 Penalty: 2267.125000
	Iteration 0F: 2 clusters Score -1131524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1124280.125000 Penalty: 4534.250000
	Iteration 0F: 3 clusters Score -1124280 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1126465.875000 Penalty: 4534.250000
	Iteration 1F: 3 clusters Score -1126466 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1126993.000000 Penalty: 4534.250000
	Iteration 2F: 3 clusters Score -1126993 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1127542.125000 Penalty: 4534.250000
	Iteration 3F: 3 clusters Score -1127542 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1128309.375000 Penalty: 4534.250000
	Iteration 4F: 3 clusters Score -1128309 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1129111.000000 Penalty: 4534.250000
	Iteration 5F: 3 clusters Score -1129111 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1129782.625000 Penalty: 4534.250000
	Iteration 6F: 3 clusters Score -1129783 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1130293.375000 Penalty: 4534.250000
	Iteration 7F: 3 clusters Score -1130293 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1130621.875000 Penalty: 4534.250000
	Iteration 8Q: 3 clusters Score -1130622 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1130795.000000 Penalty: 4534.250000
	Iteration 9Q: 3 clusters Score -1130795 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1130889.375000 Penalty: 4534.250000
	Iteration 10Q: 3 clusters Score -1130889 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1130943.250000 Penalty: 4534.250000
	Iteration 11Q: 3 clusters Score -1130943 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1130978.250000 Penalty: 4534.250000
	Iteration 12Q: 3 clusters Score -1130978 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1130994.875000 Penalty: 4534.250000
	Iteration 13Q: 3 clusters Score -1130995 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1131006.375000 Penalty: 4534.250000
	Iteration 14Q: 3 clusters Score -1131006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1131012.250000 Penalty: 4534.250000
	Iteration 15Q: 3 clusters Score -1131012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1131014.250000 Penalty: 4534.250000
	Iteration 16Q: 3 clusters Score -1131014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1131013.375000 Penalty: 4534.250000
	Iteration 17Q: 3 clusters Score -1131013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1131013.250000 Penalty: 4534.250000
	Iteration 18Q: 3 clusters Score -1131013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1131014.625000 Penalty: 4534.250000
	Iteration 19Q: 3 clusters Score -1131015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1131016.500000 Penalty: 4534.250000
	Iteration 20F: 3 clusters Score -1131016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1131017.125000 Penalty: 4534.250000
	Iteration 21Q: 3 clusters Score -1131017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1131016.125000 Penalty: 4534.250000
	Iteration 22Q: 3 clusters Score -1131016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1131016.250000 Penalty: 4534.250000
	Iteration 23Q: 3 clusters Score -1131016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1131016.250000 Penalty: 4534.250000
	Iteration 24F: 3 clusters Score -1131016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (148591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148591 members 
Entering Unmasked Estep 
Score: -19024926.000000 Penalty: 2953.420166
	Iteration 0F: 2 clusters Score -1.902493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74023 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -18929456.000000 Penalty: 5906.840332
	Iteration 0F: 3 clusters Score -1.892946e+07 nChanged 71305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 79497 members 
Entering Unmasked Estep 
Score: -18970874.000000 Penalty: 5906.840332
	Iteration 1F: 3 clusters Score -1.897087e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 82693 members 
Entering Unmasked Estep 
Score: -18972292.000000 Penalty: 5906.840332
	Iteration 2Q: 3 clusters Score -1.897229e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -18974372.000000 Penalty: 5906.840332
	Iteration 3Q: 3 clusters Score -1.897437e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 93938 members 
Entering Unmasked Estep 
Score: -18977794.000000 Penalty: 5906.840332
	Iteration 4F: 3 clusters Score -1.897779e+07 nChanged 9500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 102932 members 
Entering Unmasked Estep 
Score: -18983408.000000 Penalty: 5906.840332
	Iteration 5F: 3 clusters Score -1.898341e+07 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 114232 members 
Entering Unmasked Estep 
Score: -18991964.000000 Penalty: 5906.840332
	Iteration 6F: 3 clusters Score -1.899196e+07 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 126242 members 
Entering Unmasked Estep 
Score: -19002308.000000 Penalty: 5906.840332
	Iteration 7F: 3 clusters Score -1.900231e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 136271 members 
Entering Unmasked Estep 
Score: -19011982.000000 Penalty: 5906.840332
	Iteration 8F: 3 clusters Score -1.901198e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 142617 members 
Entering Unmasked Estep 
Score: -19017714.000000 Penalty: 5906.840332
	Iteration 9Q: 3 clusters Score -1.901771e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 145811 members 
Entering Unmasked Estep 
Score: -19020210.000000 Penalty: 5906.840332
	Iteration 10Q: 3 clusters Score -1.902021e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 147250 members 
Entering Unmasked Estep 
Score: -19021440.000000 Penalty: 5906.840332
	Iteration 11Q: 3 clusters Score -1.902144e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 147804 members 
Entering Unmasked Estep 
Score: -19021876.000000 Penalty: 5906.840332
	Iteration 12Q: 3 clusters Score -1.902188e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 148025 members 
Entering Unmasked Estep 
Score: -19022084.000000 Penalty: 5906.840332
	Iteration 13Q: 3 clusters Score -1.902208e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 148126 members 
Entering Unmasked Estep 
Score: -19022186.000000 Penalty: 5906.840332
	Iteration 14Q: 3 clusters Score -1.902219e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 148170 members 
Entering Unmasked Estep 
Score: -19022242.000000 Penalty: 5906.840332
	Iteration 15Q: 3 clusters Score -1.902224e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 148202 members 
Entering Unmasked Estep 
Score: -19022258.000000 Penalty: 5906.840332
	Iteration 16Q: 3 clusters Score -1.902226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 148217 members 
Entering Unmasked Estep 
Score: -19022272.000000 Penalty: 5906.840332
	Iteration 17Q: 3 clusters Score -1.902227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 148225 members 
Entering Unmasked Estep 
Score: -19022282.000000 Penalty: 5906.840332
	Iteration 18Q: 3 clusters Score -1.902228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 148230 members 
Entering Unmasked Estep 
Score: -19022288.000000 Penalty: 5906.840332
	Iteration 19Q: 3 clusters Score -1.902229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 148236 members 
Entering Unmasked Estep 
Score: -19022298.000000 Penalty: 5906.840332
	Iteration 20F: 3 clusters Score -1.90223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 148240 members 
Entering Unmasked Estep 
Score: -19022304.000000 Penalty: 5906.840332
	Iteration 21Q: 3 clusters Score -1.90223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 148247 members 
Entering Unmasked Estep 
Score: -19022302.000000 Penalty: 5906.840332
	Iteration 22Q: 3 clusters Score -1.90223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 148252 members 
Entering Unmasked Estep 
Score: -19022316.000000 Penalty: 5906.840332
	Iteration 23Q: 3 clusters Score -1.902232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 148253 members 
Entering Unmasked Estep 
Score: -19022326.000000 Penalty: 5906.840332
	Iteration 24Q: 3 clusters Score -1.902233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 148257 members 
Entering Unmasked Estep 
Score: -19022322.000000 Penalty: 5906.840332
	Iteration 25Q: 3 clusters Score -1.902232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 148258 members 
Entering Unmasked Estep 
Score: -19022326.000000 Penalty: 5906.840332
	Iteration 26Q: 3 clusters Score -1.902233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 148257 members 
Entering Unmasked Estep 
Score: -19022330.000000 Penalty: 5906.840332
	Iteration 27Q: 3 clusters Score -1.902233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 148258 members 
Entering Unmasked Estep 
Score: -19022344.000000 Penalty: 5906.840332
	Iteration 28Q: 3 clusters Score -1.902234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 148259 members 
Entering Unmasked Estep 
Score: -19022348.000000 Penalty: 5906.840332
	Iteration 29Q: 3 clusters Score -1.902235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 148260 members 
Entering Unmasked Estep 
Score: -19022350.000000 Penalty: 5906.840332
	Iteration 30Q: 3 clusters Score -1.902235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 148261 members 
Entering Unmasked Estep 
Score: -19022344.000000 Penalty: 5906.840332
	Iteration 31Q: 3 clusters Score -1.902234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 148261 members 
Entering Unmasked Estep 
Score: -19022344.000000 Penalty: 5906.840332
	Iteration 32F: 3 clusters Score -1.902234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Entering Unmasked Estep 
Score: -551171.750000 Penalty: 2091.099609
	Iteration 0F: 2 clusters Score -551171.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -546924.375000 Penalty: 4182.199219
	Iteration 0F: 3 clusters Score -546924.4 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -547951.312500 Penalty: 4182.199219
	Iteration 1F: 3 clusters Score -547951.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -548229.125000 Penalty: 4182.199219
	Iteration 2F: 3 clusters Score -548229.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -548427.562500 Penalty: 4182.199219
	Iteration 3F: 3 clusters Score -548427.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -548587.875000 Penalty: 4182.199219
	Iteration 4F: 3 clusters Score -548587.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -548780.562500 Penalty: 4182.199219
	Iteration 5F: 3 clusters Score -548780.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -548966.687500 Penalty: 4182.199219
	Iteration 6Q: 3 clusters Score -548966.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -549129.875000 Penalty: 4182.199219
	Iteration 7F: 3 clusters Score -549129.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -549257.937500 Penalty: 4182.199219
	Iteration 8Q: 3 clusters Score -549257.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -549392.000000 Penalty: 4182.199219
	Iteration 9Q: 3 clusters Score -549392 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -549529.250000 Penalty: 4182.199219
	Iteration 10Q: 3 clusters Score -549529.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -549642.500000 Penalty: 4182.199219
	Iteration 11Q: 3 clusters Score -549642.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -549721.062500 Penalty: 4182.199219
	Iteration 12Q: 3 clusters Score -549721.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -549768.000000 Penalty: 4182.199219
	Iteration 13Q: 3 clusters Score -549768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -549805.375000 Penalty: 4182.199219
	Iteration 14Q: 3 clusters Score -549805.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -549830.625000 Penalty: 4182.199219
	Iteration 15Q: 3 clusters Score -549830.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -549851.250000 Penalty: 4182.199219
	Iteration 16Q: 3 clusters Score -549851.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -549862.125000 Penalty: 4182.199219
	Iteration 17Q: 3 clusters Score -549862.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -549870.000000 Penalty: 4182.199219
	Iteration 18Q: 3 clusters Score -549870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -549877.125000 Penalty: 4182.199219
	Iteration 19Q: 3 clusters Score -549877.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -549881.062500 Penalty: 4182.199219
	Iteration 20F: 3 clusters Score -549881.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -549885.500000 Penalty: 4182.199219
	Iteration 21Q: 3 clusters Score -549885.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -549888.875000 Penalty: 4182.199219
	Iteration 22Q: 3 clusters Score -549888.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -549891.312500 Penalty: 4182.199219
	Iteration 23Q: 3 clusters Score -549891.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -549892.687500 Penalty: 4182.199219
	Iteration 24Q: 3 clusters Score -549892.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -549894.750000 Penalty: 4182.199219
	Iteration 25Q: 3 clusters Score -549894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -549893.937500 Penalty: 4182.199219
	Iteration 26Q: 3 clusters Score -549893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -549894.312500 Penalty: 4182.199219
	Iteration 27Q: 3 clusters Score -549894.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -549896.625000 Penalty: 4182.199219
	Iteration 28Q: 3 clusters Score -549896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -549897.312500 Penalty: 4182.199219
	Iteration 29Q: 3 clusters Score -549897.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -549899.937500 Penalty: 4182.199219
	Iteration 30Q: 3 clusters Score -549899.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -549902.062500 Penalty: 4182.199219
	Iteration 31Q: 3 clusters Score -549902.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -549902.937500 Penalty: 4182.199219
	Iteration 32Q: 3 clusters Score -549902.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -549905.875000 Penalty: 4182.199219
	Iteration 33Q: 3 clusters Score -549905.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -549909.500000 Penalty: 4182.199219
	Iteration 34Q: 3 clusters Score -549909.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -549912.875000 Penalty: 4182.199219
	Iteration 35Q: 3 clusters Score -549912.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -549916.875000 Penalty: 4182.199219
	Iteration 36Q: 3 clusters Score -549916.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -549919.750000 Penalty: 4182.199219
	Iteration 37Q: 3 clusters Score -549919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -549923.250000 Penalty: 4182.199219
	Iteration 38Q: 3 clusters Score -549923.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -549924.000000 Penalty: 4182.199219
	Iteration 39Q: 3 clusters Score -549924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -549926.250000 Penalty: 4182.199219
	Iteration 40F: 3 clusters Score -549926.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -549929.062500 Penalty: 4182.199219
	Iteration 41Q: 3 clusters Score -549929.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -549931.250000 Penalty: 4182.199219
	Iteration 42Q: 3 clusters Score -549931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -549931.875000 Penalty: 4182.199219
	Iteration 43Q: 3 clusters Score -549931.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -549932.125000 Penalty: 4182.199219
	Iteration 44Q: 3 clusters Score -549932.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -549932.250000 Penalty: 4182.199219
	Iteration 45Q: 3 clusters Score -549932.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -549933.000000 Penalty: 4182.199219
	Iteration 46Q: 3 clusters Score -549933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -549933.000000 Penalty: 4182.199219
	Iteration 47F: 3 clusters Score -549933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (79668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79668 members 
Entering Unmasked Estep 
Score: -10164232.000000 Penalty: 2798.834717
	Iteration 0F: 2 clusters Score -1.016423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -10110982.000000 Penalty: 5597.669434
	Iteration 0F: 3 clusters Score -1.011098e+07 nChanged 37442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -10131948.000000 Penalty: 5597.669434
	Iteration 1F: 3 clusters Score -1.013195e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -10132526.000000 Penalty: 5597.669434
	Iteration 2Q: 3 clusters Score -1.013253e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -10133068.000000 Penalty: 5597.669434
	Iteration 3Q: 3 clusters Score -1.013307e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -10133917.000000 Penalty: 5597.669434
	Iteration 4Q: 3 clusters Score -1.013392e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -10135364.000000 Penalty: 5597.669434
	Iteration 5Q: 3 clusters Score -1.013536e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -10137758.000000 Penalty: 5597.669434
	Iteration 6F: 3 clusters Score -1.013776e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -10142030.000000 Penalty: 5597.669434
	Iteration 7F: 3 clusters Score -1.014203e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65781 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -10148123.000000 Penalty: 5597.669434
	Iteration 8F: 3 clusters Score -1.014812e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72189 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -10154416.000000 Penalty: 5597.669434
	Iteration 9F: 3 clusters Score -1.015442e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -10158790.000000 Penalty: 5597.669434
	Iteration 10F: 3 clusters Score -1.015879e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78549 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -10160687.000000 Penalty: 5597.669434
	Iteration 11Q: 3 clusters Score -1.016069e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79211 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10161254.000000 Penalty: 5597.669434
	Iteration 12Q: 3 clusters Score -1.016125e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79393 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -10161501.000000 Penalty: 5597.669434
	Iteration 13Q: 3 clusters Score -1.01615e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79454 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10161623.000000 Penalty: 5597.669434
	Iteration 14Q: 3 clusters Score -1.016162e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79469 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10161653.000000 Penalty: 5597.669434
	Iteration 15Q: 3 clusters Score -1.016165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10161690.000000 Penalty: 5597.669434
	Iteration 16Q: 3 clusters Score -1.016169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10161692.000000 Penalty: 5597.669434
	Iteration 17Q: 3 clusters Score -1.016169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10161694.000000 Penalty: 5597.669434
	Iteration 18Q: 3 clusters Score -1.016169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10161705.000000 Penalty: 5597.669434
	Iteration 19Q: 3 clusters Score -1.01617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10161711.000000 Penalty: 5597.669434
	Iteration 20F: 3 clusters Score -1.016171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10161718.000000 Penalty: 5597.669434
	Iteration 21Q: 3 clusters Score -1.016172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10161731.000000 Penalty: 5597.669434
	Iteration 22Q: 3 clusters Score -1.016173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79484 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10161736.000000 Penalty: 5597.669434
	Iteration 23Q: 3 clusters Score -1.016174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10161745.000000 Penalty: 5597.669434
	Iteration 24Q: 3 clusters Score -1.016174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10161746.000000 Penalty: 5597.669434
	Iteration 25Q: 3 clusters Score -1.016175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79484 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10161747.000000 Penalty: 5597.669434
	Iteration 26Q: 3 clusters Score -1.016175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -10161752.000000 Penalty: 5597.669434
	Iteration 27Q: 3 clusters Score -1.016175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -10161752.000000 Penalty: 5597.669434
	Iteration 28F: 3 clusters Score -1.016175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -45291.183594 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -45291.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43855.500000 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -43855.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44065.914062 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -44065.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44310.898438 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -44310.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44696.828125 Penalty: 3020.166260
	Iteration 3F: 3 clusters Score -44696.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44838.707031 Penalty: 3020.166260
	Iteration 4F: 3 clusters Score -44838.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -44961.742188 Penalty: 3020.166260
	Iteration 5F: 3 clusters Score -44961.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -45019.925781 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -45019.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -45054.753906 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -45054.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -45058.753906 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -45058.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -45058.753906 Penalty: 3020.166260
	Iteration 9F: 3 clusters Score -45058.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Entering Unmasked Estep 
Score: -1569153.375000 Penalty: 2326.699707
	Iteration 0F: 2 clusters Score -1569153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1560240.250000 Penalty: 4653.399414
	Iteration 0F: 3 clusters Score -1560240 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1562848.250000 Penalty: 4653.399414
	Iteration 1F: 3 clusters Score -1562848 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1563162.000000 Penalty: 4653.399414
	Iteration 2F: 3 clusters Score -1563162 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1563358.750000 Penalty: 4653.399414
	Iteration 3Q: 3 clusters Score -1563359 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1563492.875000 Penalty: 4653.399414
	Iteration 4Q: 3 clusters Score -1563493 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1563602.250000 Penalty: 4653.399414
	Iteration 5Q: 3 clusters Score -1563602 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1563683.250000 Penalty: 4653.399414
	Iteration 6Q: 3 clusters Score -1563683 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1563752.000000 Penalty: 4653.399414
	Iteration 7Q: 3 clusters Score -1563752 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1563820.875000 Penalty: 4653.399414
	Iteration 8Q: 3 clusters Score -1563821 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1563886.375000 Penalty: 4653.399414
	Iteration 9Q: 3 clusters Score -1563886 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1563953.750000 Penalty: 4653.399414
	Iteration 10Q: 3 clusters Score -1563954 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1564029.875000 Penalty: 4653.399414
	Iteration 11Q: 3 clusters Score -1564030 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1564120.375000 Penalty: 4653.399414
	Iteration 12Q: 3 clusters Score -1564120 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1564217.500000 Penalty: 4653.399414
	Iteration 13Q: 3 clusters Score -1564218 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1564360.875000 Penalty: 4653.399414
	Iteration 14Q: 3 clusters Score -1564361 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1564535.500000 Penalty: 4653.399414
	Iteration 15Q: 3 clusters Score -1564536 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1564750.875000 Penalty: 4653.399414
	Iteration 16Q: 3 clusters Score -1564751 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1565009.000000 Penalty: 4653.399414
	Iteration 17Q: 3 clusters Score -1565009 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1565334.750000 Penalty: 4653.399414
	Iteration 18Q: 3 clusters Score -1565335 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1565707.500000 Penalty: 4653.399414
	Iteration 19Q: 3 clusters Score -1565708 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1566069.125000 Penalty: 4653.399414
	Iteration 20F: 3 clusters Score -1566069 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1566382.875000 Penalty: 4653.399414
	Iteration 21Q: 3 clusters Score -1566383 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1566621.875000 Penalty: 4653.399414
	Iteration 22Q: 3 clusters Score -1566622 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1566806.500000 Penalty: 4653.399414
	Iteration 23Q: 3 clusters Score -1566806 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1566940.250000 Penalty: 4653.399414
	Iteration 24Q: 3 clusters Score -1566940 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1567026.125000 Penalty: 4653.399414
	Iteration 25Q: 3 clusters Score -1567026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1567065.375000 Penalty: 4653.399414
	Iteration 26Q: 3 clusters Score -1567065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1567083.250000 Penalty: 4653.399414
	Iteration 27Q: 3 clusters Score -1567083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1567100.500000 Penalty: 4653.399414
	Iteration 28Q: 3 clusters Score -1567100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1567107.125000 Penalty: 4653.399414
	Iteration 29Q: 3 clusters Score -1567107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1567114.250000 Penalty: 4653.399414
	Iteration 30Q: 3 clusters Score -1567114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1567119.500000 Penalty: 4653.399414
	Iteration 31Q: 3 clusters Score -1567120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1567120.625000 Penalty: 4653.399414
	Iteration 32Q: 3 clusters Score -1567121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1567121.750000 Penalty: 4653.399414
	Iteration 33Q: 3 clusters Score -1567122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1567124.750000 Penalty: 4653.399414
	Iteration 34Q: 3 clusters Score -1567125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1567128.500000 Penalty: 4653.399414
	Iteration 35Q: 3 clusters Score -1567128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1567128.500000 Penalty: 4653.399414
	Iteration 36F: 3 clusters Score -1567128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Entering Unmasked Estep 
Score: -5409782.000000 Penalty: 2643.984619
	Iteration 0F: 2 clusters Score -5409782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -5380933.000000 Penalty: 5287.969238
	Iteration 0F: 3 clusters Score -5380933 nChanged 19549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -5391678.000000 Penalty: 5287.969238
	Iteration 1F: 3 clusters Score -5391678 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -5392350.000000 Penalty: 5287.969238
	Iteration 2Q: 3 clusters Score -5392350 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -5393139.000000 Penalty: 5287.969238
	Iteration 3Q: 3 clusters Score -5393139 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -5394209.500000 Penalty: 5287.969238
	Iteration 4F: 3 clusters Score -5394210 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -5396044.500000 Penalty: 5287.969238
	Iteration 5F: 3 clusters Score -5396044 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -5398899.500000 Penalty: 5287.969238
	Iteration 6F: 3 clusters Score -5398900 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -5402165.500000 Penalty: 5287.969238
	Iteration 7F: 3 clusters Score -5402166 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -5404880.000000 Penalty: 5287.969238
	Iteration 8F: 3 clusters Score -5404880 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -5406400.500000 Penalty: 5287.969238
	Iteration 9Q: 3 clusters Score -5406400 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -5407025.500000 Penalty: 5287.969238
	Iteration 10Q: 3 clusters Score -5407026 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -5407248.000000 Penalty: 5287.969238
	Iteration 11Q: 3 clusters Score -5407248 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -5407348.000000 Penalty: 5287.969238
	Iteration 12Q: 3 clusters Score -5407348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -5407398.000000 Penalty: 5287.969238
	Iteration 13Q: 3 clusters Score -5407398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -5407422.000000 Penalty: 5287.969238
	Iteration 14Q: 3 clusters Score -5407422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -5407435.500000 Penalty: 5287.969238
	Iteration 15Q: 3 clusters Score -5407436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -5407443.000000 Penalty: 5287.969238
	Iteration 16Q: 3 clusters Score -5407443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -5407446.000000 Penalty: 5287.969238
	Iteration 17Q: 3 clusters Score -5407446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -5407450.000000 Penalty: 5287.969238
	Iteration 18Q: 3 clusters Score -5407450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -5407452.000000 Penalty: 5287.969238
	Iteration 19Q: 3 clusters Score -5407452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -5407449.500000 Penalty: 5287.969238
	Iteration 20F: 3 clusters Score -5407450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -5407452.000000 Penalty: 5287.969238
	Iteration 21Q: 3 clusters Score -5407452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -5407456.000000 Penalty: 5287.969238
	Iteration 22Q: 3 clusters Score -5407456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -5407456.000000 Penalty: 5287.969238
	Iteration 23F: 3 clusters Score -5407456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78205 members 
Entering Unmasked Estep 
Score: -9907575.000000 Penalty: 2794.238037
	Iteration 0F: 2 clusters Score -9907575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -9855573.000000 Penalty: 5588.476074
	Iteration 0F: 3 clusters Score -9855573 nChanged 36779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -9877291.000000 Penalty: 5588.476074
	Iteration 1F: 3 clusters Score -9877291 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -9879131.000000 Penalty: 5588.476074
	Iteration 2Q: 3 clusters Score -9879131 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -9881168.000000 Penalty: 5588.476074
	Iteration 3F: 3 clusters Score -9881168 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -9883296.000000 Penalty: 5588.476074
	Iteration 4F: 3 clusters Score -9883296 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -9885534.000000 Penalty: 5588.476074
	Iteration 5F: 3 clusters Score -9885534 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -9888246.000000 Penalty: 5588.476074
	Iteration 6F: 3 clusters Score -9888246 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -9892104.000000 Penalty: 5588.476074
	Iteration 7F: 3 clusters Score -9892104 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -9896659.000000 Penalty: 5588.476074
	Iteration 8F: 3 clusters Score -9896659 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -9899828.000000 Penalty: 5588.476074
	Iteration 9F: 3 clusters Score -9899828 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -9901275.000000 Penalty: 5588.476074
	Iteration 10Q: 3 clusters Score -9901275 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -9901915.000000 Penalty: 5588.476074
	Iteration 11Q: 3 clusters Score -9901915 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -9902273.000000 Penalty: 5588.476074
	Iteration 12Q: 3 clusters Score -9902273 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -9902463.000000 Penalty: 5588.476074
	Iteration 13Q: 3 clusters Score -9902463 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -9902605.000000 Penalty: 5588.476074
	Iteration 14Q: 3 clusters Score -9902605 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -9902732.000000 Penalty: 5588.476074
	Iteration 15Q: 3 clusters Score -9902732 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -9902848.000000 Penalty: 5588.476074
	Iteration 16Q: 3 clusters Score -9902848 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -9902905.000000 Penalty: 5588.476074
	Iteration 17Q: 3 clusters Score -9902905 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -9903007.000000 Penalty: 5588.476074
	Iteration 18Q: 3 clusters Score -9903007 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -9903034.000000 Penalty: 5588.476074
	Iteration 19Q: 3 clusters Score -9903034 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -9903040.000000 Penalty: 5588.476074
	Iteration 20F: 3 clusters Score -9903040 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -9903100.000000 Penalty: 5588.476074
	Iteration 21Q: 3 clusters Score -9903100 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -9903159.000000 Penalty: 5588.476074
	Iteration 22Q: 3 clusters Score -9903159 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -9903212.000000 Penalty: 5588.476074
	Iteration 23Q: 3 clusters Score -9903212 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -9903215.000000 Penalty: 5588.476074
	Iteration 24Q: 3 clusters Score -9903215 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -9903252.000000 Penalty: 5588.476074
	Iteration 25Q: 3 clusters Score -9903252 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -9903286.000000 Penalty: 5588.476074
	Iteration 26Q: 3 clusters Score -9903286 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -9903309.000000 Penalty: 5588.476074
	Iteration 27Q: 3 clusters Score -9903309 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -9903357.000000 Penalty: 5588.476074
	Iteration 28Q: 3 clusters Score -9903357 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -9903343.000000 Penalty: 5588.476074
	Iteration 29Q: 3 clusters Score -9903343 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -9903348.000000 Penalty: 5588.476074
	Iteration 30Q: 3 clusters Score -9903348 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -9903358.000000 Penalty: 5588.476074
	Iteration 31Q: 3 clusters Score -9903358 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -9903364.000000 Penalty: 5588.476074
	Iteration 32Q: 3 clusters Score -9903364 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -9903363.000000 Penalty: 5588.476074
	Iteration 33Q: 3 clusters Score -9903363 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -9903364.000000 Penalty: 5588.476074
	Iteration 34Q: 3 clusters Score -9903364 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -9903403.000000 Penalty: 5588.476074
	Iteration 35Q: 3 clusters Score -9903403 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -9903399.000000 Penalty: 5588.476074
	Iteration 36Q: 3 clusters Score -9903399 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -9903399.000000 Penalty: 5588.476074
	Iteration 37Q: 3 clusters Score -9903399 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -9903407.000000 Penalty: 5588.476074
	Iteration 38Q: 3 clusters Score -9903407 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -9903418.000000 Penalty: 5588.476074
	Iteration 39Q: 3 clusters Score -9903418 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -9903424.000000 Penalty: 5588.476074
	Iteration 40F: 3 clusters Score -9903424 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -9903450.000000 Penalty: 5588.476074
	Iteration 41Q: 3 clusters Score -9903450 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -9903462.000000 Penalty: 5588.476074
	Iteration 42Q: 3 clusters Score -9903462 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -9903470.000000 Penalty: 5588.476074
	Iteration 43Q: 3 clusters Score -9903470 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -9903470.000000 Penalty: 5588.476074
	Iteration 44Q: 3 clusters Score -9903470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -9903451.000000 Penalty: 5588.476074
	Iteration 45Q: 3 clusters Score -9903451 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -9903425.000000 Penalty: 5588.476074
	Iteration 46Q: 3 clusters Score -9903425 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -9903450.000000 Penalty: 5588.476074
	Iteration 47Q: 3 clusters Score -9903450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -9903464.000000 Penalty: 5588.476074
	Iteration 48Q: 3 clusters Score -9903464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -9903463.000000 Penalty: 5588.476074
	Iteration 49Q: 3 clusters Score -9903463 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -9903469.000000 Penalty: 5588.476074
	Iteration 50Q: 3 clusters Score -9903469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53121 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -9903487.000000 Penalty: 5588.476074
	Iteration 51Q: 3 clusters Score -9903487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -9903484.000000 Penalty: 5588.476074
	Iteration 52Q: 3 clusters Score -9903484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -9903480.000000 Penalty: 5588.476074
	Iteration 53Q: 3 clusters Score -9903480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -9903487.000000 Penalty: 5588.476074
	Iteration 54Q: 3 clusters Score -9903487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -9903475.000000 Penalty: 5588.476074
	Iteration 55Q: 3 clusters Score -9903475 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -9903481.000000 Penalty: 5588.476074
	Iteration 56Q: 3 clusters Score -9903481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -9903506.000000 Penalty: 5588.476074
	Iteration 57Q: 3 clusters Score -9903506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -9903508.000000 Penalty: 5588.476074
	Iteration 58Q: 3 clusters Score -9903508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -9903509.000000 Penalty: 5588.476074
	Iteration 59Q: 3 clusters Score -9903509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -9903516.000000 Penalty: 5588.476074
	Iteration 60F: 3 clusters Score -9903516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -9903496.000000 Penalty: 5588.476074
	Iteration 61Q: 3 clusters Score -9903496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -9903509.000000 Penalty: 5588.476074
	Iteration 62Q: 3 clusters Score -9903509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -9903518.000000 Penalty: 5588.476074
	Iteration 63Q: 3 clusters Score -9903518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53519 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -9903508.000000 Penalty: 5588.476074
	Iteration 64Q: 3 clusters Score -9903508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -9903486.000000 Penalty: 5588.476074
	Iteration 65Q: 3 clusters Score -9903486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -9903500.000000 Penalty: 5588.476074
	Iteration 66Q: 3 clusters Score -9903500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -9903508.000000 Penalty: 5588.476074
	Iteration 67Q: 3 clusters Score -9903508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -9903516.000000 Penalty: 5588.476074
	Iteration 68Q: 3 clusters Score -9903516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -9903516.000000 Penalty: 5588.476074
	Iteration 69Q: 3 clusters Score -9903516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -9903519.000000 Penalty: 5588.476074
	Iteration 70Q: 3 clusters Score -9903519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -9903509.000000 Penalty: 5588.476074
	Iteration 71Q: 3 clusters Score -9903509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -9903520.000000 Penalty: 5588.476074
	Iteration 72Q: 3 clusters Score -9903520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -9903523.000000 Penalty: 5588.476074
	Iteration 73Q: 3 clusters Score -9903523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -9903523.000000 Penalty: 5588.476074
	Iteration 74Q: 3 clusters Score -9903523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -9903500.000000 Penalty: 5588.476074
	Iteration 75Q: 3 clusters Score -9903500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -9903514.000000 Penalty: 5588.476074
	Iteration 76Q: 3 clusters Score -9903514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -9903519.000000 Penalty: 5588.476074
	Iteration 77Q: 3 clusters Score -9903519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -9903506.000000 Penalty: 5588.476074
	Iteration 78Q: 3 clusters Score -9903506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -9903507.000000 Penalty: 5588.476074
	Iteration 79Q: 3 clusters Score -9903507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -9903510.000000 Penalty: 5588.476074
	Iteration 80F: 3 clusters Score -9903510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -9903507.000000 Penalty: 5588.476074
	Iteration 81Q: 3 clusters Score -9903507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -9903515.000000 Penalty: 5588.476074
	Iteration 82Q: 3 clusters Score -9903515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -9903510.000000 Penalty: 5588.476074
	Iteration 83Q: 3 clusters Score -9903510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -9903516.000000 Penalty: 5588.476074
	Iteration 84Q: 3 clusters Score -9903516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -9903517.000000 Penalty: 5588.476074
	Iteration 85Q: 3 clusters Score -9903517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -9903505.000000 Penalty: 5588.476074
	Iteration 86Q: 3 clusters Score -9903505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -9903512.000000 Penalty: 5588.476074
	Iteration 87Q: 3 clusters Score -9903512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -9903509.000000 Penalty: 5588.476074
	Iteration 88Q: 3 clusters Score -9903509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -9903508.000000 Penalty: 5588.476074
	Iteration 89Q: 3 clusters Score -9903508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -9903513.000000 Penalty: 5588.476074
	Iteration 90Q: 3 clusters Score -9903513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -9903521.000000 Penalty: 5588.476074
	Iteration 91Q: 3 clusters Score -9903521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -9903525.000000 Penalty: 5588.476074
	Iteration 92Q: 3 clusters Score -9903525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -9903516.000000 Penalty: 5588.476074
	Iteration 93Q: 3 clusters Score -9903516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -9903504.000000 Penalty: 5588.476074
	Iteration 94Q: 3 clusters Score -9903504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -9903518.000000 Penalty: 5588.476074
	Iteration 95Q: 3 clusters Score -9903518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -9903517.000000 Penalty: 5588.476074
	Iteration 96Q: 3 clusters Score -9903517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -9903537.000000 Penalty: 5588.476074
	Iteration 97Q: 3 clusters Score -9903537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -9903522.000000 Penalty: 5588.476074
	Iteration 98Q: 3 clusters Score -9903522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -9903526.000000 Penalty: 5588.476074
	Iteration 99Q: 3 clusters Score -9903526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -9903548.000000 Penalty: 5588.476074
	Iteration 100F: 3 clusters Score -9903548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -9903536.000000 Penalty: 5588.476074
	Iteration 101Q: 3 clusters Score -9903536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -9903531.000000 Penalty: 5588.476074
	Iteration 102Q: 3 clusters Score -9903531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -9903532.000000 Penalty: 5588.476074
	Iteration 103Q: 3 clusters Score -9903532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -9903528.000000 Penalty: 5588.476074
	Iteration 104Q: 3 clusters Score -9903528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -9903529.000000 Penalty: 5588.476074
	Iteration 105Q: 3 clusters Score -9903529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -9903530.000000 Penalty: 5588.476074
	Iteration 106Q: 3 clusters Score -9903530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -9903526.000000 Penalty: 5588.476074
	Iteration 107Q: 3 clusters Score -9903526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -9903531.000000 Penalty: 5588.476074
	Iteration 108Q: 3 clusters Score -9903531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -9903532.000000 Penalty: 5588.476074
	Iteration 109Q: 3 clusters Score -9903532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -9903522.000000 Penalty: 5588.476074
	Iteration 110Q: 3 clusters Score -9903522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -9903525.000000 Penalty: 5588.476074
	Iteration 111Q: 3 clusters Score -9903525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -9903536.000000 Penalty: 5588.476074
	Iteration 112Q: 3 clusters Score -9903536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -9903531.000000 Penalty: 5588.476074
	Iteration 113Q: 3 clusters Score -9903531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -9903538.000000 Penalty: 5588.476074
	Iteration 114Q: 3 clusters Score -9903538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -9903548.000000 Penalty: 5588.476074
	Iteration 115Q: 3 clusters Score -9903548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -9903535.000000 Penalty: 5588.476074
	Iteration 116Q: 3 clusters Score -9903535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -9903531.000000 Penalty: 5588.476074
	Iteration 117Q: 3 clusters Score -9903531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -9903516.000000 Penalty: 5588.476074
	Iteration 118Q: 3 clusters Score -9903516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -9903520.000000 Penalty: 5588.476074
	Iteration 119Q: 3 clusters Score -9903520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -9903518.000000 Penalty: 5588.476074
	Iteration 120F: 3 clusters Score -9903518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -9903514.000000 Penalty: 5588.476074
	Iteration 121Q: 3 clusters Score -9903514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -9903529.000000 Penalty: 5588.476074
	Iteration 122Q: 3 clusters Score -9903529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -9903528.000000 Penalty: 5588.476074
	Iteration 123Q: 3 clusters Score -9903528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -9903528.000000 Penalty: 5588.476074
	Iteration 124Q: 3 clusters Score -9903528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -9903525.000000 Penalty: 5588.476074
	Iteration 125Q: 3 clusters Score -9903525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -9903525.000000 Penalty: 5588.476074
	Iteration 126F: 3 clusters Score -9903525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (170484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170484 members 
Entering Unmasked Estep 
Score: -21783934.000000 Penalty: 2987.506348
	Iteration 0F: 2 clusters Score -2.178393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85206 members 
Mstep: Class 2 contains 85278 members 
Entering Unmasked Estep 
Score: -21675406.000000 Penalty: 5975.012695
	Iteration 0F: 3 clusters Score -2.167541e+07 nChanged 81406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 85824 members 
Entering Unmasked Estep 
Score: -21722436.000000 Penalty: 5975.012695
	Iteration 1F: 3 clusters Score -2.172244e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 86059 members 
Entering Unmasked Estep 
Score: -21723066.000000 Penalty: 5975.012695
	Iteration 2Q: 3 clusters Score -2.172307e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84097 members 
Mstep: Class 2 contains 86387 members 
Entering Unmasked Estep 
Score: -21723916.000000 Penalty: 5975.012695
	Iteration 3Q: 3 clusters Score -2.172392e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 86804 members 
Entering Unmasked Estep 
Score: -21724638.000000 Penalty: 5975.012695
	Iteration 4Q: 3 clusters Score -2.172464e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83236 members 
Mstep: Class 2 contains 87248 members 
Entering Unmasked Estep 
Score: -21725396.000000 Penalty: 5975.012695
	Iteration 5Q: 3 clusters Score -2.17254e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82555 members 
Mstep: Class 2 contains 87929 members 
Entering Unmasked Estep 
Score: -21726258.000000 Penalty: 5975.012695
	Iteration 6Q: 3 clusters Score -2.172626e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 88945 members 
Entering Unmasked Estep 
Score: -21727280.000000 Penalty: 5975.012695
	Iteration 7Q: 3 clusters Score -2.172728e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80110 members 
Mstep: Class 2 contains 90374 members 
Entering Unmasked Estep 
Score: -21728876.000000 Penalty: 5975.012695
	Iteration 8Q: 3 clusters Score -2.172888e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78074 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -21731170.000000 Penalty: 5975.012695
	Iteration 9Q: 3 clusters Score -2.173117e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75406 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -21734820.000000 Penalty: 5975.012695
	Iteration 10Q: 3 clusters Score -2.173482e+07 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72270 members 
Mstep: Class 2 contains 98214 members 
Entering Unmasked Estep 
Score: -21740284.000000 Penalty: 5975.012695
	Iteration 11F: 3 clusters Score -2.174028e+07 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 101158 members 
Entering Unmasked Estep 
Score: -21748364.000000 Penalty: 5975.012695
	Iteration 12F: 3 clusters Score -2.174836e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67330 members 
Mstep: Class 2 contains 103154 members 
Entering Unmasked Estep 
Score: -21755738.000000 Penalty: 5975.012695
	Iteration 13F: 3 clusters Score -2.175574e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 104266 members 
Entering Unmasked Estep 
Score: -21759232.000000 Penalty: 5975.012695
	Iteration 14Q: 3 clusters Score -2.175923e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 105094 members 
Entering Unmasked Estep 
Score: -21760776.000000 Penalty: 5975.012695
	Iteration 15Q: 3 clusters Score -2.176078e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 105933 members 
Entering Unmasked Estep 
Score: -21761616.000000 Penalty: 5975.012695
	Iteration 16Q: 3 clusters Score -2.176162e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 106828 members 
Entering Unmasked Estep 
Score: -21762508.000000 Penalty: 5975.012695
	Iteration 17Q: 3 clusters Score -2.176251e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 107776 members 
Entering Unmasked Estep 
Score: -21763752.000000 Penalty: 5975.012695
	Iteration 18Q: 3 clusters Score -2.176375e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 108789 members 
Entering Unmasked Estep 
Score: -21765392.000000 Penalty: 5975.012695
	Iteration 19Q: 3 clusters Score -2.176539e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 109792 members 
Entering Unmasked Estep 
Score: -21767426.000000 Penalty: 5975.012695
	Iteration 20F: 3 clusters Score -2.176743e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 110731 members 
Entering Unmasked Estep 
Score: -21769810.000000 Penalty: 5975.012695
	Iteration 21Q: 3 clusters Score -2.176981e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 111544 members 
Entering Unmasked Estep 
Score: -21772412.000000 Penalty: 5975.012695
	Iteration 22Q: 3 clusters Score -2.177241e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 112158 members 
Entering Unmasked Estep 
Score: -21774946.000000 Penalty: 5975.012695
	Iteration 23Q: 3 clusters Score -2.177495e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 112538 members 
Entering Unmasked Estep 
Score: -21777294.000000 Penalty: 5975.012695
	Iteration 24Q: 3 clusters Score -2.177729e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 112751 members 
Entering Unmasked Estep 
Score: -21779278.000000 Penalty: 5975.012695
	Iteration 25Q: 3 clusters Score -2.177928e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 112825 members 
Entering Unmasked Estep 
Score: -21780476.000000 Penalty: 5975.012695
	Iteration 26Q: 3 clusters Score -2.178048e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 112818 members 
Entering Unmasked Estep 
Score: -21781430.000000 Penalty: 5975.012695
	Iteration 27Q: 3 clusters Score -2.178143e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 112760 members 
Entering Unmasked Estep 
Score: -21782054.000000 Penalty: 5975.012695
	Iteration 28Q: 3 clusters Score -2.178205e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 112701 members 
Entering Unmasked Estep 
Score: -21782320.000000 Penalty: 5975.012695
	Iteration 29Q: 3 clusters Score -2.178232e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 112653 members 
Entering Unmasked Estep 
Score: -21782496.000000 Penalty: 5975.012695
	Iteration 30Q: 3 clusters Score -2.17825e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 112648 members 
Entering Unmasked Estep 
Score: -21782574.000000 Penalty: 5975.012695
	Iteration 31Q: 3 clusters Score -2.178257e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 112657 members 
Entering Unmasked Estep 
Score: -21782644.000000 Penalty: 5975.012695
	Iteration 32Q: 3 clusters Score -2.178264e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 112663 members 
Entering Unmasked Estep 
Score: -21782696.000000 Penalty: 5975.012695
	Iteration 33Q: 3 clusters Score -2.17827e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 112690 members 
Entering Unmasked Estep 
Score: -21782802.000000 Penalty: 5975.012695
	Iteration 34Q: 3 clusters Score -2.17828e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 112750 members 
Entering Unmasked Estep 
Score: -21782846.000000 Penalty: 5975.012695
	Iteration 35Q: 3 clusters Score -2.178285e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 112824 members 
Entering Unmasked Estep 
Score: -21782854.000000 Penalty: 5975.012695
	Iteration 36Q: 3 clusters Score -2.178285e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 112881 members 
Entering Unmasked Estep 
Score: -21782834.000000 Penalty: 5975.012695
	Iteration 37Q: 3 clusters Score -2.178283e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 112953 members 
Entering Unmasked Estep 
Score: -21782854.000000 Penalty: 5975.012695
	Iteration 38Q: 3 clusters Score -2.178285e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 113018 members 
Entering Unmasked Estep 
Score: -21782902.000000 Penalty: 5975.012695
	Iteration 39Q: 3 clusters Score -2.17829e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 113063 members 
Entering Unmasked Estep 
Score: -21782924.000000 Penalty: 5975.012695
	Iteration 40F: 3 clusters Score -2.178292e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 113050 members 
Entering Unmasked Estep 
Score: -21782982.000000 Penalty: 5975.012695
	Iteration 41Q: 3 clusters Score -2.178298e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 113054 members 
Entering Unmasked Estep 
Score: -21782948.000000 Penalty: 5975.012695
	Iteration 42Q: 3 clusters Score -2.178295e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 113063 members 
Entering Unmasked Estep 
Score: -21782962.000000 Penalty: 5975.012695
	Iteration 43Q: 3 clusters Score -2.178296e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 113089 members 
Entering Unmasked Estep 
Score: -21782972.000000 Penalty: 5975.012695
	Iteration 44Q: 3 clusters Score -2.178297e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 113119 members 
Entering Unmasked Estep 
Score: -21782976.000000 Penalty: 5975.012695
	Iteration 45Q: 3 clusters Score -2.178298e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 113149 members 
Entering Unmasked Estep 
Score: -21782980.000000 Penalty: 5975.012695
	Iteration 46Q: 3 clusters Score -2.178298e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 113189 members 
Entering Unmasked Estep 
Score: -21782976.000000 Penalty: 5975.012695
	Iteration 47Q: 3 clusters Score -2.178298e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 113227 members 
Entering Unmasked Estep 
Score: -21782968.000000 Penalty: 5975.012695
	Iteration 48Q: 3 clusters Score -2.178297e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 113254 members 
Entering Unmasked Estep 
Score: -21782962.000000 Penalty: 5975.012695
	Iteration 49Q: 3 clusters Score -2.178296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 113268 members 
Entering Unmasked Estep 
Score: -21782972.000000 Penalty: 5975.012695
	Iteration 50Q: 3 clusters Score -2.178297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 113276 members 
Entering Unmasked Estep 
Score: -21782974.000000 Penalty: 5975.012695
	Iteration 51Q: 3 clusters Score -2.178297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 113288 members 
Entering Unmasked Estep 
Score: -21782974.000000 Penalty: 5975.012695
	Iteration 52Q: 3 clusters Score -2.178297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Mstep: Class 2 contains 113298 members 
Entering Unmasked Estep 
Score: -21782984.000000 Penalty: 5975.012695
	Iteration 53Q: 3 clusters Score -2.178298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 113313 members 
Entering Unmasked Estep 
Score: -21782976.000000 Penalty: 5975.012695
	Iteration 54Q: 3 clusters Score -2.178298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 113329 members 
Entering Unmasked Estep 
Score: -21782972.000000 Penalty: 5975.012695
	Iteration 55Q: 3 clusters Score -2.178297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 113341 members 
Entering Unmasked Estep 
Score: -21782972.000000 Penalty: 5975.012695
	Iteration 56Q: 3 clusters Score -2.178297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 113347 members 
Entering Unmasked Estep 
Score: -21782978.000000 Penalty: 5975.012695
	Iteration 57Q: 3 clusters Score -2.178298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 113354 members 
Entering Unmasked Estep 
Score: -21782958.000000 Penalty: 5975.012695
	Iteration 58Q: 3 clusters Score -2.178296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 113360 members 
Entering Unmasked Estep 
Score: -21782952.000000 Penalty: 5975.012695
	Iteration 59Q: 3 clusters Score -2.178295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 113370 members 
Entering Unmasked Estep 
Score: -21782958.000000 Penalty: 5975.012695
	Iteration 60F: 3 clusters Score -2.178296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 113381 members 
Entering Unmasked Estep 
Score: -21782968.000000 Penalty: 5975.012695
	Iteration 61Q: 3 clusters Score -2.178297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 113385 members 
Entering Unmasked Estep 
Score: -21782960.000000 Penalty: 5975.012695
	Iteration 62Q: 3 clusters Score -2.178296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 113394 members 
Entering Unmasked Estep 
Score: -21782978.000000 Penalty: 5975.012695
	Iteration 63Q: 3 clusters Score -2.178298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57080 members 
Mstep: Class 2 contains 113404 members 
Entering Unmasked Estep 
Score: -21782976.000000 Penalty: 5975.012695
	Iteration 64Q: 3 clusters Score -2.178298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 113415 members 
Entering Unmasked Estep 
Score: -21782968.000000 Penalty: 5975.012695
	Iteration 65Q: 3 clusters Score -2.178297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 113428 members 
Entering Unmasked Estep 
Score: -21782972.000000 Penalty: 5975.012695
	Iteration 66Q: 3 clusters Score -2.178297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 113436 members 
Entering Unmasked Estep 
Score: -21782994.000000 Penalty: 5975.012695
	Iteration 67Q: 3 clusters Score -2.178299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 113440 members 
Entering Unmasked Estep 
Score: -21782980.000000 Penalty: 5975.012695
	Iteration 68Q: 3 clusters Score -2.178298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57038 members 
Mstep: Class 2 contains 113446 members 
Entering Unmasked Estep 
Score: -21782998.000000 Penalty: 5975.012695
	Iteration 69Q: 3 clusters Score -2.1783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 113453 members 
Entering Unmasked Estep 
Score: -21782980.000000 Penalty: 5975.012695
	Iteration 70Q: 3 clusters Score -2.178298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 113461 members 
Entering Unmasked Estep 
Score: -21782992.000000 Penalty: 5975.012695
	Iteration 71Q: 3 clusters Score -2.178299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 113469 members 
Entering Unmasked Estep 
Score: -21783000.000000 Penalty: 5975.012695
	Iteration 72Q: 3 clusters Score -2.1783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 113474 members 
Entering Unmasked Estep 
Score: -21783002.000000 Penalty: 5975.012695
	Iteration 73Q: 3 clusters Score -2.1783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 113476 members 
Entering Unmasked Estep 
Score: -21783010.000000 Penalty: 5975.012695
	Iteration 74Q: 3 clusters Score -2.178301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 113480 members 
Entering Unmasked Estep 
Score: -21783006.000000 Penalty: 5975.012695
	Iteration 75Q: 3 clusters Score -2.178301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 113487 members 
Entering Unmasked Estep 
Score: -21783000.000000 Penalty: 5975.012695
	Iteration 76Q: 3 clusters Score -2.1783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 113492 members 
Entering Unmasked Estep 
Score: -21782998.000000 Penalty: 5975.012695
	Iteration 77Q: 3 clusters Score -2.1783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56988 members 
Mstep: Class 2 contains 113496 members 
Entering Unmasked Estep 
Score: -21783006.000000 Penalty: 5975.012695
	Iteration 78Q: 3 clusters Score -2.178301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 113500 members 
Entering Unmasked Estep 
Score: -21783020.000000 Penalty: 5975.012695
	Iteration 79Q: 3 clusters Score -2.178302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 113505 members 
Entering Unmasked Estep 
Score: -21783016.000000 Penalty: 5975.012695
	Iteration 80F: 3 clusters Score -2.178302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 113506 members 
Entering Unmasked Estep 
Score: -21783018.000000 Penalty: 5975.012695
	Iteration 81Q: 3 clusters Score -2.178302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 113507 members 
Entering Unmasked Estep 
Score: -21783012.000000 Penalty: 5975.012695
	Iteration 82Q: 3 clusters Score -2.178301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 113508 members 
Entering Unmasked Estep 
Score: -21783018.000000 Penalty: 5975.012695
	Iteration 83Q: 3 clusters Score -2.178302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 113510 members 
Entering Unmasked Estep 
Score: -21783012.000000 Penalty: 5975.012695
	Iteration 84Q: 3 clusters Score -2.178301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 113513 members 
Entering Unmasked Estep 
Score: -21783010.000000 Penalty: 5975.012695
	Iteration 85Q: 3 clusters Score -2.178301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 113514 members 
Entering Unmasked Estep 
Score: -21783018.000000 Penalty: 5975.012695
	Iteration 86Q: 3 clusters Score -2.178302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 113516 members 
Entering Unmasked Estep 
Score: -21783006.000000 Penalty: 5975.012695
	Iteration 87Q: 3 clusters Score -2.178301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 113516 members 
Entering Unmasked Estep 
Score: -21783006.000000 Penalty: 5975.012695
	Iteration 88F: 3 clusters Score -2.178301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (120362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120362 members 
Entering Unmasked Estep 
Score: -15346744.000000 Penalty: 2901.168213
	Iteration 0F: 2 clusters Score -1.534674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -15267041.000000 Penalty: 5802.336426
	Iteration 0F: 3 clusters Score -1.526704e+07 nChanged 57367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -15299969.000000 Penalty: 5802.336426
	Iteration 1F: 3 clusters Score -1.529997e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
Score: -15300683.000000 Penalty: 5802.336426
	Iteration 2Q: 3 clusters Score -1.530068e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -15301431.000000 Penalty: 5802.336426
	Iteration 3Q: 3 clusters Score -1.530143e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -15302439.000000 Penalty: 5802.336426
	Iteration 4Q: 3 clusters Score -1.530244e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -15303825.000000 Penalty: 5802.336426
	Iteration 5Q: 3 clusters Score -1.530382e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -15306242.000000 Penalty: 5802.336426
	Iteration 6Q: 3 clusters Score -1.530624e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70763 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -15309951.000000 Penalty: 5802.336426
	Iteration 7F: 3 clusters Score -1.530995e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -15315108.000000 Penalty: 5802.336426
	Iteration 8F: 3 clusters Score -1.531511e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -15320915.000000 Penalty: 5802.336426
	Iteration 9F: 3 clusters Score -1.532092e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -15326130.000000 Penalty: 5802.336426
	Iteration 10F: 3 clusters Score -1.532613e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -15329575.000000 Penalty: 5802.336426
	Iteration 11Q: 3 clusters Score -1.532958e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88465 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -15331505.000000 Penalty: 5802.336426
	Iteration 12Q: 3 clusters Score -1.53315e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -15332491.000000 Penalty: 5802.336426
	Iteration 13Q: 3 clusters Score -1.533249e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -15333209.000000 Penalty: 5802.336426
	Iteration 14Q: 3 clusters Score -1.533321e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -15333553.000000 Penalty: 5802.336426
	Iteration 15Q: 3 clusters Score -1.533355e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94431 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -15333933.000000 Penalty: 5802.336426
	Iteration 16Q: 3 clusters Score -1.533393e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95911 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -15334444.000000 Penalty: 5802.336426
	Iteration 17Q: 3 clusters Score -1.533444e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97403 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -15334901.000000 Penalty: 5802.336426
	Iteration 18Q: 3 clusters Score -1.53349e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98972 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -15335350.000000 Penalty: 5802.336426
	Iteration 19Q: 3 clusters Score -1.533535e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100530 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -15335820.000000 Penalty: 5802.336426
	Iteration 20F: 3 clusters Score -1.533582e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -15336351.000000 Penalty: 5802.336426
	Iteration 21Q: 3 clusters Score -1.533635e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103641 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -15336807.000000 Penalty: 5802.336426
	Iteration 22Q: 3 clusters Score -1.533681e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105194 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -15337411.000000 Penalty: 5802.336426
	Iteration 23Q: 3 clusters Score -1.533741e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -15337944.000000 Penalty: 5802.336426
	Iteration 24Q: 3 clusters Score -1.533794e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108296 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -15338637.000000 Penalty: 5802.336426
	Iteration 25Q: 3 clusters Score -1.533864e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109785 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -15339294.000000 Penalty: 5802.336426
	Iteration 26Q: 3 clusters Score -1.533929e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111189 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -15339986.000000 Penalty: 5802.336426
	Iteration 27Q: 3 clusters Score -1.533999e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112529 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -15340622.000000 Penalty: 5802.336426
	Iteration 28Q: 3 clusters Score -1.534062e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113751 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -15341196.000000 Penalty: 5802.336426
	Iteration 29Q: 3 clusters Score -1.53412e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114818 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -15341704.000000 Penalty: 5802.336426
	Iteration 30Q: 3 clusters Score -1.53417e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115727 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -15342289.000000 Penalty: 5802.336426
	Iteration 31Q: 3 clusters Score -1.534229e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116474 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -15342643.000000 Penalty: 5802.336426
	Iteration 32Q: 3 clusters Score -1.534264e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117082 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -15343044.000000 Penalty: 5802.336426
	Iteration 33Q: 3 clusters Score -1.534304e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117600 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -15343382.000000 Penalty: 5802.336426
	Iteration 34Q: 3 clusters Score -1.534338e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118001 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -15343675.000000 Penalty: 5802.336426
	Iteration 35Q: 3 clusters Score -1.534368e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118314 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -15343927.000000 Penalty: 5802.336426
	Iteration 36Q: 3 clusters Score -1.534393e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118523 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -15344057.000000 Penalty: 5802.336426
	Iteration 37Q: 3 clusters Score -1.534406e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118654 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -15344206.000000 Penalty: 5802.336426
	Iteration 38Q: 3 clusters Score -1.534421e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118762 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -15344311.000000 Penalty: 5802.336426
	Iteration 39Q: 3 clusters Score -1.534431e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118847 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -15344373.000000 Penalty: 5802.336426
	Iteration 40F: 3 clusters Score -1.534437e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -15344450.000000 Penalty: 5802.336426
	Iteration 41Q: 3 clusters Score -1.534445e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118984 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -15344507.000000 Penalty: 5802.336426
	Iteration 42Q: 3 clusters Score -1.534451e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119027 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -15344532.000000 Penalty: 5802.336426
	Iteration 43Q: 3 clusters Score -1.534453e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119069 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -15344564.000000 Penalty: 5802.336426
	Iteration 44Q: 3 clusters Score -1.534456e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119102 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -15344578.000000 Penalty: 5802.336426
	Iteration 45Q: 3 clusters Score -1.534458e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119132 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -15344600.000000 Penalty: 5802.336426
	Iteration 46Q: 3 clusters Score -1.53446e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119161 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -15344625.000000 Penalty: 5802.336426
	Iteration 47Q: 3 clusters Score -1.534462e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119176 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -15344610.000000 Penalty: 5802.336426
	Iteration 48Q: 3 clusters Score -1.534461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119183 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -15344616.000000 Penalty: 5802.336426
	Iteration 49Q: 3 clusters Score -1.534462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119189 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -15344616.000000 Penalty: 5802.336426
	Iteration 50Q: 3 clusters Score -1.534462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119193 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -15344616.000000 Penalty: 5802.336426
	Iteration 51Q: 3 clusters Score -1.534462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119194 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -15344614.000000 Penalty: 5802.336426
	Iteration 52Q: 3 clusters Score -1.534461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119199 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -15344609.000000 Penalty: 5802.336426
	Iteration 53Q: 3 clusters Score -1.534461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119201 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -15344610.000000 Penalty: 5802.336426
	Iteration 54Q: 3 clusters Score -1.534461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119203 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -15344623.000000 Penalty: 5802.336426
	Iteration 55Q: 3 clusters Score -1.534462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119203 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -15344618.000000 Penalty: 5802.336426
	Iteration 56Q: 3 clusters Score -1.534462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119203 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -15344624.000000 Penalty: 5802.336426
	Iteration 57Q: 3 clusters Score -1.534462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119204 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -15344630.000000 Penalty: 5802.336426
	Iteration 58Q: 3 clusters Score -1.534463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119207 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -15344644.000000 Penalty: 5802.336426
	Iteration 59Q: 3 clusters Score -1.534464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119207 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -15344646.000000 Penalty: 5802.336426
	Iteration 60F: 3 clusters Score -1.534465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119208 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -15344645.000000 Penalty: 5802.336426
	Iteration 61Q: 3 clusters Score -1.534464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119210 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -15344648.000000 Penalty: 5802.336426
	Iteration 62Q: 3 clusters Score -1.534465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119213 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -15344642.000000 Penalty: 5802.336426
	Iteration 63Q: 3 clusters Score -1.534464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119216 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -15344638.000000 Penalty: 5802.336426
	Iteration 64Q: 3 clusters Score -1.534464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119215 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -15344637.000000 Penalty: 5802.336426
	Iteration 65Q: 3 clusters Score -1.534464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119214 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -15344633.000000 Penalty: 5802.336426
	Iteration 66Q: 3 clusters Score -1.534463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119215 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -15344626.000000 Penalty: 5802.336426
	Iteration 67Q: 3 clusters Score -1.534463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119216 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -15344631.000000 Penalty: 5802.336426
	Iteration 68Q: 3 clusters Score -1.534463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119217 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -15344644.000000 Penalty: 5802.336426
	Iteration 69Q: 3 clusters Score -1.534464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119217 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -15344627.000000 Penalty: 5802.336426
	Iteration 70Q: 3 clusters Score -1.534463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119219 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -15344624.000000 Penalty: 5802.336426
	Iteration 71Q: 3 clusters Score -1.534462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119221 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -15344633.000000 Penalty: 5802.336426
	Iteration 72Q: 3 clusters Score -1.534463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119222 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -15344638.000000 Penalty: 5802.336426
	Iteration 73Q: 3 clusters Score -1.534464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119221 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -15344641.000000 Penalty: 5802.336426
	Iteration 74Q: 3 clusters Score -1.534464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119222 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -15344634.000000 Penalty: 5802.336426
	Iteration 75Q: 3 clusters Score -1.534463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119221 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -15344641.000000 Penalty: 5802.336426
	Iteration 76Q: 3 clusters Score -1.534464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119221 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -15344641.000000 Penalty: 5802.336426
	Iteration 77F: 3 clusters Score -1.534464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (155737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155737 members 
Entering Unmasked Estep 
Score: -19967194.000000 Penalty: 2965.069092
	Iteration 0F: 2 clusters Score -1.996719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78062 members 
Mstep: Class 2 contains 77675 members 
Entering Unmasked Estep 
Score: -19866410.000000 Penalty: 5930.138184
	Iteration 0F: 3 clusters Score -1.986641e+07 nChanged 74284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -19909946.000000 Penalty: 5930.138184
	Iteration 1F: 3 clusters Score -1.990995e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85298 members 
Mstep: Class 2 contains 70439 members 
Entering Unmasked Estep 
Score: -19911188.000000 Penalty: 5930.138184
	Iteration 2Q: 3 clusters Score -1.991119e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 65994 members 
Entering Unmasked Estep 
Score: -19912934.000000 Penalty: 5930.138184
	Iteration 3Q: 3 clusters Score -1.991293e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96280 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
Score: -19916096.000000 Penalty: 5930.138184
	Iteration 4Q: 3 clusters Score -1.99161e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105696 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -19921898.000000 Penalty: 5930.138184
	Iteration 5F: 3 clusters Score -1.99219e+07 nChanged 12278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117864 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -19931200.000000 Penalty: 5930.138184
	Iteration 6F: 3 clusters Score -1.99312e+07 nChanged 13749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131579 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -19943552.000000 Penalty: 5930.138184
	Iteration 7F: 3 clusters Score -1.994355e+07 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143570 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -19955716.000000 Penalty: 5930.138184
	Iteration 8F: 3 clusters Score -1.995572e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150897 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -19961850.000000 Penalty: 5930.138184
	Iteration 9Q: 3 clusters Score -1.996185e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154107 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -19963880.000000 Penalty: 5930.138184
	Iteration 10Q: 3 clusters Score -1.996388e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155110 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -19964320.000000 Penalty: 5930.138184
	Iteration 11Q: 3 clusters Score -1.996432e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155386 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -19964496.000000 Penalty: 5930.138184
	Iteration 12Q: 3 clusters Score -1.99645e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155449 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19964560.000000 Penalty: 5930.138184
	Iteration 13Q: 3 clusters Score -1.996456e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155474 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19964596.000000 Penalty: 5930.138184
	Iteration 14Q: 3 clusters Score -1.99646e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155481 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19964612.000000 Penalty: 5930.138184
	Iteration 15Q: 3 clusters Score -1.996461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155483 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19964636.000000 Penalty: 5930.138184
	Iteration 16Q: 3 clusters Score -1.996464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155484 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19964646.000000 Penalty: 5930.138184
	Iteration 17Q: 3 clusters Score -1.996465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155489 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19964652.000000 Penalty: 5930.138184
	Iteration 18Q: 3 clusters Score -1.996465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155493 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19964660.000000 Penalty: 5930.138184
	Iteration 19Q: 3 clusters Score -1.996466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155495 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19964660.000000 Penalty: 5930.138184
	Iteration 20F: 3 clusters Score -1.996466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155497 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19964654.000000 Penalty: 5930.138184
	Iteration 21Q: 3 clusters Score -1.996465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155498 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19964654.000000 Penalty: 5930.138184
	Iteration 22Q: 3 clusters Score -1.996465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155499 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19964666.000000 Penalty: 5930.138184
	Iteration 23Q: 3 clusters Score -1.996467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155499 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19964656.000000 Penalty: 5930.138184
	Iteration 24Q: 3 clusters Score -1.996466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155499 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19964656.000000 Penalty: 5930.138184
	Iteration 25F: 3 clusters Score -1.996466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -271624.125000 Penalty: 1905.369995
	Iteration 0F: 2 clusters Score -271624.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -268911.781250 Penalty: 3810.739990
	Iteration 0F: 3 clusters Score -268911.8 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -269397.812500 Penalty: 3810.739990
	Iteration 1F: 3 clusters Score -269397.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -269541.312500 Penalty: 3810.739990
	Iteration 2F: 3 clusters Score -269541.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -269635.718750 Penalty: 3810.739990
	Iteration 3F: 3 clusters Score -269635.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -269687.375000 Penalty: 3810.739990
	Iteration 4Q: 3 clusters Score -269687.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -269725.687500 Penalty: 3810.739990
	Iteration 5Q: 3 clusters Score -269725.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -269749.937500 Penalty: 3810.739990
	Iteration 6Q: 3 clusters Score -269749.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -269772.781250 Penalty: 3810.739990
	Iteration 7Q: 3 clusters Score -269772.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -269789.000000 Penalty: 3810.739990
	Iteration 8Q: 3 clusters Score -269789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -269801.156250 Penalty: 3810.739990
	Iteration 9Q: 3 clusters Score -269801.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -269810.625000 Penalty: 3810.739990
	Iteration 10Q: 3 clusters Score -269810.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -269816.093750 Penalty: 3810.739990
	Iteration 11Q: 3 clusters Score -269816.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -269819.312500 Penalty: 3810.739990
	Iteration 12Q: 3 clusters Score -269819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -269823.125000 Penalty: 3810.739990
	Iteration 13Q: 3 clusters Score -269823.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -269825.781250 Penalty: 3810.739990
	Iteration 14Q: 3 clusters Score -269825.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -269827.000000 Penalty: 3810.739990
	Iteration 15Q: 3 clusters Score -269827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -269828.406250 Penalty: 3810.739990
	Iteration 16Q: 3 clusters Score -269828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -269829.593750 Penalty: 3810.739990
	Iteration 17Q: 3 clusters Score -269829.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -269829.593750 Penalty: 3810.739990
	Iteration 18F: 3 clusters Score -269829.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -244282.703125 Penalty: 1880.897705
	Iteration 0F: 2 clusters Score -244282.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -241727.656250 Penalty: 3761.795410
	Iteration 0F: 3 clusters Score -241727.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -242190.218750 Penalty: 3761.795410
	Iteration 1F: 3 clusters Score -242190.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -242285.812500 Penalty: 3761.795410
	Iteration 2F: 3 clusters Score -242285.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -242334.718750 Penalty: 3761.795410
	Iteration 3Q: 3 clusters Score -242334.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -242375.187500 Penalty: 3761.795410
	Iteration 4Q: 3 clusters Score -242375.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -242399.593750 Penalty: 3761.795410
	Iteration 5Q: 3 clusters Score -242399.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -242413.296875 Penalty: 3761.795410
	Iteration 6Q: 3 clusters Score -242413.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -242430.062500 Penalty: 3761.795410
	Iteration 7Q: 3 clusters Score -242430.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -242442.359375 Penalty: 3761.795410
	Iteration 8Q: 3 clusters Score -242442.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -242449.953125 Penalty: 3761.795410
	Iteration 9Q: 3 clusters Score -242450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -242461.421875 Penalty: 3761.795410
	Iteration 10Q: 3 clusters Score -242461.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -242473.968750 Penalty: 3761.795410
	Iteration 11Q: 3 clusters Score -242474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -242484.015625 Penalty: 3761.795410
	Iteration 12Q: 3 clusters Score -242484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -242499.937500 Penalty: 3761.795410
	Iteration 13Q: 3 clusters Score -242499.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -242517.187500 Penalty: 3761.795410
	Iteration 14Q: 3 clusters Score -242517.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -242533.781250 Penalty: 3761.795410
	Iteration 15Q: 3 clusters Score -242533.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -242549.203125 Penalty: 3761.795410
	Iteration 16Q: 3 clusters Score -242549.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -242566.656250 Penalty: 3761.795410
	Iteration 17Q: 3 clusters Score -242566.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -242582.515625 Penalty: 3761.795410
	Iteration 18Q: 3 clusters Score -242582.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -242599.265625 Penalty: 3761.795410
	Iteration 19Q: 3 clusters Score -242599.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -242609.218750 Penalty: 3761.795410
	Iteration 20F: 3 clusters Score -242609.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -242617.906250 Penalty: 3761.795410
	Iteration 21Q: 3 clusters Score -242617.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -242621.781250 Penalty: 3761.795410
	Iteration 22Q: 3 clusters Score -242621.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -242624.656250 Penalty: 3761.795410
	Iteration 23Q: 3 clusters Score -242624.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -242625.812500 Penalty: 3761.795410
	Iteration 24Q: 3 clusters Score -242625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -242625.812500 Penalty: 3761.795410
	Iteration 25F: 3 clusters Score -242625.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -56210.609375 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -56210.61 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 282 members 
Entering Unmasked Estep 
Score: -54731.355469 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -54731.36 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -55311.089844 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -55311.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55708.949219 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -55708.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -55956.421875 Penalty: 3127.006592
	Iteration 3F: 3 clusters Score -55956.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -56222.460938 Penalty: 3127.006592
	Iteration 4F: 3 clusters Score -56222.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -56338.664062 Penalty: 3127.006592
	Iteration 5F: 3 clusters Score -56338.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -56396.132812 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -56396.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -56416.828125 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -56416.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -56422.226562 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -56422.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -56422.226562 Penalty: 3127.006592
	Iteration 9F: 3 clusters Score -56422.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53516 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 37982 members 
Mstep: Class 5 contains 14272 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 108625 members 
Mstep: Class 8 contains 146326 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 100525 members 
Mstep: Class 11 contains 9336 members 
Mstep: Class 12 contains 148591 members 
Mstep: Class 13 contains 4591 members 
Mstep: Class 14 contains 79668 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11871 members 
Mstep: Class 17 contains 42669 members 
Mstep: Class 18 contains 78205 members 
Mstep: Class 19 contains 170484 members 
Mstep: Class 20 contains 120362 members 
Mstep: Class 21 contains 155737 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 73 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 474 members 
Entering Unmasked Estep 
Score: -161323264.000000 Penalty: 90729.132812
Splitting cluster 24 changes total score from -161325120.000000 to -161323264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (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: -34982.871094 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -34982.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33646.351562 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -33646.35 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33869.820312 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -33869.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33935.832031 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -33935.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33961.511719 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -33961.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33970.082031 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -33970.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33974.488281 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -33974.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33987.687500 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -33987.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33997.035156 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -33997.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33997.035156 Penalty: 2913.965820
	Iteration 8F: 3 clusters Score -33997.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53516 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 37982 members 
Mstep: Class 5 contains 14272 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 108625 members 
Mstep: Class 8 contains 146326 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 100525 members 
Mstep: Class 11 contains 9336 members 
Mstep: Class 12 contains 148591 members 
Mstep: Class 13 contains 4591 members 
Mstep: Class 14 contains 79668 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11871 members 
Mstep: Class 17 contains 42669 members 
Mstep: Class 18 contains 78205 members 
Mstep: Class 19 contains 170484 members 
Mstep: Class 20 contains 120362 members 
Mstep: Class 21 contains 155737 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325104.000000 Penalty: 87239.546875
Iteration 439Q: 26 clusters Score -1.613251e+08 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53546 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 38063 members 
Mstep: Class 5 contains 14289 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 107653 members 
Mstep: Class 8 contains 146445 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 100863 members 
Mstep: Class 11 contains 9340 members 
Mstep: Class 12 contains 148695 members 
Mstep: Class 13 contains 4588 members 
Mstep: Class 14 contains 79085 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11895 members 
Mstep: Class 17 contains 42621 members 
Mstep: Class 18 contains 78254 members 
Mstep: Class 19 contains 170613 members 
Mstep: Class 20 contains 120831 members 
Mstep: Class 21 contains 155979 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325104.000000 Penalty: 87239.546875
Iteration 440F: 26 clusters Score -1.613251e+08 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53576 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 38136 members 
Mstep: Class 5 contains 14300 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 106774 members 
Mstep: Class 8 contains 146575 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 101198 members 
Mstep: Class 11 contains 9349 members 
Mstep: Class 12 contains 148866 members 
Mstep: Class 13 contains 4585 members 
Mstep: Class 14 contains 78509 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11904 members 
Mstep: Class 17 contains 42585 members 
Mstep: Class 18 contains 78280 members 
Mstep: Class 19 contains 170652 members 
Mstep: Class 20 contains 121298 members 
Mstep: Class 21 contains 156173 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1967 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325504.000000 Penalty: 87239.546875
Iteration 441Q: 26 clusters Score -1.613255e+08 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53599 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 38214 members 
Mstep: Class 5 contains 14304 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 105879 members 
Mstep: Class 8 contains 146711 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 101571 members 
Mstep: Class 11 contains 9343 members 
Mstep: Class 12 contains 149071 members 
Mstep: Class 13 contains 4580 members 
Mstep: Class 14 contains 77997 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11889 members 
Mstep: Class 17 contains 42548 members 
Mstep: Class 18 contains 78316 members 
Mstep: Class 19 contains 170587 members 
Mstep: Class 20 contains 121777 members 
Mstep: Class 21 contains 156376 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1965 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325328.000000 Penalty: 87239.546875
Iteration 442Q: 26 clusters Score -1.613253e+08 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53633 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 38293 members 
Mstep: Class 5 contains 14310 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 105002 members 
Mstep: Class 8 contains 146849 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 101932 members 
Mstep: Class 11 contains 9341 members 
Mstep: Class 12 contains 149266 members 
Mstep: Class 13 contains 4578 members 
Mstep: Class 14 contains 77507 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11888 members 
Mstep: Class 17 contains 42501 members 
Mstep: Class 18 contains 78377 members 
Mstep: Class 19 contains 170502 members 
Mstep: Class 20 contains 122266 members 
Mstep: Class 21 contains 156518 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1964 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325664.000000 Penalty: 87239.546875
Iteration 443Q: 26 clusters Score -1.613257e+08 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53691 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 38378 members 
Mstep: Class 5 contains 14321 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 104103 members 
Mstep: Class 8 contains 146998 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 102319 members 
Mstep: Class 11 contains 9342 members 
Mstep: Class 12 contains 149456 members 
Mstep: Class 13 contains 4577 members 
Mstep: Class 14 contains 77069 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11864 members 
Mstep: Class 17 contains 42440 members 
Mstep: Class 18 contains 78417 members 
Mstep: Class 19 contains 170426 members 
Mstep: Class 20 contains 122768 members 
Mstep: Class 21 contains 156597 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325664.000000 Penalty: 87239.546875
Iteration 444Q: 26 clusters Score -1.613257e+08 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53733 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 38484 members 
Mstep: Class 5 contains 14338 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 103216 members 
Mstep: Class 8 contains 147120 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 102707 members 
Mstep: Class 11 contains 9345 members 
Mstep: Class 12 contains 149621 members 
Mstep: Class 13 contains 4575 members 
Mstep: Class 14 contains 76679 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11846 members 
Mstep: Class 17 contains 42380 members 
Mstep: Class 18 contains 78465 members 
Mstep: Class 19 contains 170364 members 
Mstep: Class 20 contains 123214 members 
Mstep: Class 21 contains 156684 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1961 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326000.000000 Penalty: 87239.546875
Iteration 445Q: 26 clusters Score -1.61326e+08 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53766 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 38565 members 
Mstep: Class 5 contains 14347 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 102349 members 
Mstep: Class 8 contains 147254 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 103058 members 
Mstep: Class 11 contains 9340 members 
Mstep: Class 12 contains 149742 members 
Mstep: Class 13 contains 4575 members 
Mstep: Class 14 contains 76331 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11836 members 
Mstep: Class 17 contains 42319 members 
Mstep: Class 18 contains 78529 members 
Mstep: Class 19 contains 170330 members 
Mstep: Class 20 contains 123657 members 
Mstep: Class 21 contains 156774 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1960 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326240.000000 Penalty: 87239.546875
Iteration 446Q: 26 clusters Score -1.613262e+08 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53806 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 38630 members 
Mstep: Class 5 contains 14361 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 101510 members 
Mstep: Class 8 contains 147361 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 103416 members 
Mstep: Class 11 contains 9345 members 
Mstep: Class 12 contains 149815 members 
Mstep: Class 13 contains 4574 members 
Mstep: Class 14 contains 76062 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 42233 members 
Mstep: Class 18 contains 78565 members 
Mstep: Class 19 contains 170281 members 
Mstep: Class 20 contains 124115 members 
Mstep: Class 21 contains 156895 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1959 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326288.000000 Penalty: 87239.546875
Iteration 447Q: 26 clusters Score -1.613263e+08 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53842 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 38694 members 
Mstep: Class 5 contains 14363 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 100680 members 
Mstep: Class 8 contains 147462 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 103775 members 
Mstep: Class 11 contains 9357 members 
Mstep: Class 12 contains 149915 members 
Mstep: Class 13 contains 4573 members 
Mstep: Class 14 contains 75833 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11770 members 
Mstep: Class 17 contains 42149 members 
Mstep: Class 18 contains 78598 members 
Mstep: Class 19 contains 170241 members 
Mstep: Class 20 contains 124581 members 
Mstep: Class 21 contains 156944 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1958 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326368.000000 Penalty: 87239.546875
Iteration 448Q: 26 clusters Score -1.613264e+08 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53885 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 38748 members 
Mstep: Class 5 contains 14373 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 99810 members 
Mstep: Class 8 contains 147569 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 104111 members 
Mstep: Class 11 contains 9354 members 
Mstep: Class 12 contains 150006 members 
Mstep: Class 13 contains 4572 members 
Mstep: Class 14 contains 75665 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11774 members 
Mstep: Class 17 contains 42069 members 
Mstep: Class 18 contains 78633 members 
Mstep: Class 19 contains 170187 members 
Mstep: Class 20 contains 125080 members 
Mstep: Class 21 contains 156942 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326432.000000 Penalty: 87239.546875
Iteration 449Q: 26 clusters Score -1.613264e+08 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53914 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 38779 members 
Mstep: Class 5 contains 14381 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 98979 members 
Mstep: Class 8 contains 147649 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 104469 members 
Mstep: Class 11 contains 9352 members 
Mstep: Class 12 contains 150075 members 
Mstep: Class 13 contains 4571 members 
Mstep: Class 14 contains 75490 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11776 members 
Mstep: Class 17 contains 41979 members 
Mstep: Class 18 contains 78650 members 
Mstep: Class 19 contains 170191 members 
Mstep: Class 20 contains 125581 members 
Mstep: Class 21 contains 156943 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326752.000000 Penalty: 87239.546875
Iteration 450Q: 26 clusters Score -1.613268e+08 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53939 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 38816 members 
Mstep: Class 5 contains 14388 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 98142 members 
Mstep: Class 8 contains 147705 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 104810 members 
Mstep: Class 11 contains 9348 members 
Mstep: Class 12 contains 150095 members 
Mstep: Class 13 contains 4568 members 
Mstep: Class 14 contains 75299 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11799 members 
Mstep: Class 17 contains 41897 members 
Mstep: Class 18 contains 78685 members 
Mstep: Class 19 contains 170255 members 
Mstep: Class 20 contains 126040 members 
Mstep: Class 21 contains 156991 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326912.000000 Penalty: 87239.546875
Iteration 451Q: 26 clusters Score -1.613269e+08 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53968 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 38861 members 
Mstep: Class 5 contains 14396 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 97276 members 
Mstep: Class 8 contains 147797 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 105124 members 
Mstep: Class 11 contains 9345 members 
Mstep: Class 12 contains 150118 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11816 members 
Mstep: Class 17 contains 41811 members 
Mstep: Class 18 contains 78727 members 
Mstep: Class 19 contains 170278 members 
Mstep: Class 20 contains 126497 members 
Mstep: Class 21 contains 157066 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326992.000000 Penalty: 87239.546875
Iteration 452Q: 26 clusters Score -1.61327e+08 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53991 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 38938 members 
Mstep: Class 5 contains 14407 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 96389 members 
Mstep: Class 8 contains 147890 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 105444 members 
Mstep: Class 11 contains 9341 members 
Mstep: Class 12 contains 150125 members 
Mstep: Class 13 contains 4563 members 
Mstep: Class 14 contains 74967 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11828 members 
Mstep: Class 17 contains 41742 members 
Mstep: Class 18 contains 78768 members 
Mstep: Class 19 contains 170321 members 
Mstep: Class 20 contains 126973 members 
Mstep: Class 21 contains 157090 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327120.000000 Penalty: 87239.546875
Iteration 453Q: 26 clusters Score -1.613271e+08 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54024 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 39005 members 
Mstep: Class 5 contains 14414 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 95530 members 
Mstep: Class 8 contains 147973 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 105772 members 
Mstep: Class 11 contains 9342 members 
Mstep: Class 12 contains 150132 members 
Mstep: Class 13 contains 4561 members 
Mstep: Class 14 contains 74815 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11815 members 
Mstep: Class 17 contains 41664 members 
Mstep: Class 18 contains 78777 members 
Mstep: Class 19 contains 170352 members 
Mstep: Class 20 contains 127448 members 
Mstep: Class 21 contains 157153 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327520.000000 Penalty: 87239.546875
Iteration 454Q: 26 clusters Score -1.613275e+08 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54053 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 39052 members 
Mstep: Class 5 contains 14424 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 94666 members 
Mstep: Class 8 contains 148082 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 106080 members 
Mstep: Class 11 contains 9341 members 
Mstep: Class 12 contains 150157 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 74663 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11793 members 
Mstep: Class 17 contains 41594 members 
Mstep: Class 18 contains 78802 members 
Mstep: Class 19 contains 170376 members 
Mstep: Class 20 contains 127911 members 
Mstep: Class 21 contains 157223 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327376.000000 Penalty: 87239.546875
Iteration 455Q: 26 clusters Score -1.613274e+08 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54096 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 39102 members 
Mstep: Class 5 contains 14425 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 93853 members 
Mstep: Class 8 contains 148161 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 106389 members 
Mstep: Class 11 contains 9340 members 
Mstep: Class 12 contains 150222 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 74495 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11781 members 
Mstep: Class 17 contains 41529 members 
Mstep: Class 18 contains 78843 members 
Mstep: Class 19 contains 170405 members 
Mstep: Class 20 contains 128335 members 
Mstep: Class 21 contains 157241 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327600.000000 Penalty: 87239.546875
Iteration 456Q: 26 clusters Score -1.613276e+08 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54141 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 39155 members 
Mstep: Class 5 contains 14435 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 93033 members 
Mstep: Class 8 contains 148252 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 106664 members 
Mstep: Class 11 contains 9341 members 
Mstep: Class 12 contains 150296 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 74299 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11760 members 
Mstep: Class 17 contains 41472 members 
Mstep: Class 18 contains 78869 members 
Mstep: Class 19 contains 170438 members 
Mstep: Class 20 contains 128718 members 
Mstep: Class 21 contains 157345 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327648.000000 Penalty: 87239.546875
Iteration 457Q: 26 clusters Score -1.613276e+08 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54170 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 39227 members 
Mstep: Class 5 contains 14441 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 92204 members 
Mstep: Class 8 contains 148328 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 106932 members 
Mstep: Class 11 contains 9339 members 
Mstep: Class 12 contains 150396 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 74123 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11741 members 
Mstep: Class 17 contains 41433 members 
Mstep: Class 18 contains 78908 members 
Mstep: Class 19 contains 170461 members 
Mstep: Class 20 contains 129088 members 
Mstep: Class 21 contains 157427 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327904.000000 Penalty: 87239.546875
Iteration 458Q: 26 clusters Score -1.613279e+08 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54204 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 39304 members 
Mstep: Class 5 contains 14441 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 91399 members 
Mstep: Class 8 contains 148421 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 107197 members 
Mstep: Class 11 contains 9336 members 
Mstep: Class 12 contains 150477 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 73968 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11732 members 
Mstep: Class 17 contains 41377 members 
Mstep: Class 18 contains 78931 members 
Mstep: Class 19 contains 170480 members 
Mstep: Class 20 contains 129437 members 
Mstep: Class 21 contains 157514 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328160.000000 Penalty: 87239.546875
Iteration 459Q: 26 clusters Score -1.613282e+08 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54229 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 39370 members 
Mstep: Class 5 contains 14442 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 90608 members 
Mstep: Class 8 contains 148515 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 107475 members 
Mstep: Class 11 contains 9334 members 
Mstep: Class 12 contains 150574 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 73812 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11715 members 
Mstep: Class 17 contains 41325 members 
Mstep: Class 18 contains 78953 members 
Mstep: Class 19 contains 170502 members 
Mstep: Class 20 contains 129827 members 
Mstep: Class 21 contains 157535 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328224.000000 Penalty: 87239.546875
Iteration 460F: 26 clusters Score -1.613282e+08 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54249 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 39432 members 
Mstep: Class 5 contains 14443 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 89817 members 
Mstep: Class 8 contains 148627 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 107709 members 
Mstep: Class 11 contains 9327 members 
Mstep: Class 12 contains 150682 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 73678 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11699 members 
Mstep: Class 17 contains 41279 members 
Mstep: Class 18 contains 78984 members 
Mstep: Class 19 contains 170532 members 
Mstep: Class 20 contains 130183 members 
Mstep: Class 21 contains 157573 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328672.000000 Penalty: 87239.546875
Iteration 461Q: 26 clusters Score -1.613287e+08 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54275 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 39498 members 
Mstep: Class 5 contains 14453 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 89004 members 
Mstep: Class 8 contains 148731 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 107937 members 
Mstep: Class 11 contains 9322 members 
Mstep: Class 12 contains 150719 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 73550 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11701 members 
Mstep: Class 17 contains 41227 members 
Mstep: Class 18 contains 79000 members 
Mstep: Class 19 contains 170583 members 
Mstep: Class 20 contains 130551 members 
Mstep: Class 21 contains 157664 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328864.000000 Penalty: 87239.546875
Iteration 462Q: 26 clusters Score -1.613289e+08 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54288 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 39583 members 
Mstep: Class 5 contains 14460 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 88227 members 
Mstep: Class 8 contains 148812 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 108159 members 
Mstep: Class 11 contains 9311 members 
Mstep: Class 12 contains 150759 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 73426 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11702 members 
Mstep: Class 17 contains 41179 members 
Mstep: Class 18 contains 79021 members 
Mstep: Class 19 contains 170602 members 
Mstep: Class 20 contains 130919 members 
Mstep: Class 21 contains 157767 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329248.000000 Penalty: 87239.546875
Iteration 463Q: 26 clusters Score -1.613292e+08 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54291 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 39645 members 
Mstep: Class 5 contains 14471 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 87442 members 
Mstep: Class 8 contains 148877 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 108402 members 
Mstep: Class 11 contains 9306 members 
Mstep: Class 12 contains 150782 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 73312 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11699 members 
Mstep: Class 17 contains 41137 members 
Mstep: Class 18 contains 79039 members 
Mstep: Class 19 contains 170603 members 
Mstep: Class 20 contains 131294 members 
Mstep: Class 21 contains 157915 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329040.000000 Penalty: 87239.546875
Iteration 464Q: 26 clusters Score -1.61329e+08 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54290 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 39727 members 
Mstep: Class 5 contains 14483 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 86684 members 
Mstep: Class 8 contains 148929 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 108638 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 150822 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 73211 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11681 members 
Mstep: Class 17 contains 41101 members 
Mstep: Class 18 contains 79069 members 
Mstep: Class 19 contains 170583 members 
Mstep: Class 20 contains 131647 members 
Mstep: Class 21 contains 158054 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328880.000000 Penalty: 87239.546875
Iteration 465Q: 26 clusters Score -1.613289e+08 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54304 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 39796 members 
Mstep: Class 5 contains 14490 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 85882 members 
Mstep: Class 8 contains 148965 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 108870 members 
Mstep: Class 11 contains 9299 members 
Mstep: Class 12 contains 150890 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 73112 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11665 members 
Mstep: Class 17 contains 41066 members 
Mstep: Class 18 contains 79085 members 
Mstep: Class 19 contains 170558 members 
Mstep: Class 20 contains 132048 members 
Mstep: Class 21 contains 158186 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329024.000000 Penalty: 87239.546875
Iteration 466Q: 26 clusters Score -1.61329e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54310 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 39855 members 
Mstep: Class 5 contains 14505 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 85079 members 
Mstep: Class 8 contains 149017 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 109115 members 
Mstep: Class 11 contains 9301 members 
Mstep: Class 12 contains 150938 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 73013 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11628 members 
Mstep: Class 17 contains 41040 members 
Mstep: Class 18 contains 79110 members 
Mstep: Class 19 contains 170526 members 
Mstep: Class 20 contains 132473 members 
Mstep: Class 21 contains 158306 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329216.000000 Penalty: 87239.546875
Iteration 467Q: 26 clusters Score -1.613292e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54318 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 4 contains 39924 members 
Mstep: Class 5 contains 14521 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 84221 members 
Mstep: Class 8 contains 149085 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 109373 members 
Mstep: Class 11 contains 9302 members 
Mstep: Class 12 contains 151003 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72940 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 41007 members 
Mstep: Class 18 contains 79133 members 
Mstep: Class 19 contains 170473 members 
Mstep: Class 20 contains 132881 members 
Mstep: Class 21 contains 158424 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329136.000000 Penalty: 87239.546875
Iteration 468Q: 26 clusters Score -1.613291e+08 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54332 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 39986 members 
Mstep: Class 5 contains 14530 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 83449 members 
Mstep: Class 8 contains 149127 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 109624 members 
Mstep: Class 11 contains 9299 members 
Mstep: Class 12 contains 151090 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72888 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11566 members 
Mstep: Class 17 contains 40971 members 
Mstep: Class 18 contains 79165 members 
Mstep: Class 19 contains 170412 members 
Mstep: Class 20 contains 133248 members 
Mstep: Class 21 contains 158528 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328992.000000 Penalty: 87239.546875
Iteration 469Q: 26 clusters Score -1.61329e+08 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54352 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 40065 members 
Mstep: Class 5 contains 14539 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 82678 members 
Mstep: Class 8 contains 149174 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 109871 members 
Mstep: Class 11 contains 9297 members 
Mstep: Class 12 contains 151153 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72837 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11534 members 
Mstep: Class 17 contains 40935 members 
Mstep: Class 18 contains 79186 members 
Mstep: Class 19 contains 170380 members 
Mstep: Class 20 contains 133598 members 
Mstep: Class 21 contains 158616 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329136.000000 Penalty: 87239.546875
Iteration 470Q: 26 clusters Score -1.613291e+08 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54372 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 40130 members 
Mstep: Class 5 contains 14547 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 81908 members 
Mstep: Class 8 contains 149213 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 110109 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 151212 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72799 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11501 members 
Mstep: Class 17 contains 40901 members 
Mstep: Class 18 contains 79220 members 
Mstep: Class 19 contains 170322 members 
Mstep: Class 20 contains 133952 members 
Mstep: Class 21 contains 158736 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329136.000000 Penalty: 87239.546875
Iteration 471Q: 26 clusters Score -1.613291e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54386 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 40195 members 
Mstep: Class 5 contains 14558 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 81119 members 
Mstep: Class 8 contains 149249 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 110290 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 151328 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72762 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11491 members 
Mstep: Class 17 contains 40866 members 
Mstep: Class 18 contains 79241 members 
Mstep: Class 19 contains 170291 members 
Mstep: Class 20 contains 134298 members 
Mstep: Class 21 contains 158853 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329600.000000 Penalty: 87239.546875
Iteration 472Q: 26 clusters Score -1.613296e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54391 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 40275 members 
Mstep: Class 5 contains 14562 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 80362 members 
Mstep: Class 8 contains 149270 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 110463 members 
Mstep: Class 11 contains 9278 members 
Mstep: Class 12 contains 151389 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72710 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11498 members 
Mstep: Class 17 contains 40838 members 
Mstep: Class 18 contains 79287 members 
Mstep: Class 19 contains 170279 members 
Mstep: Class 20 contains 134633 members 
Mstep: Class 21 contains 158980 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329584.000000 Penalty: 87239.546875
Iteration 473Q: 26 clusters Score -1.613296e+08 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54407 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 40365 members 
Mstep: Class 5 contains 14572 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 79569 members 
Mstep: Class 8 contains 149338 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 110661 members 
Mstep: Class 11 contains 9275 members 
Mstep: Class 12 contains 151440 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72664 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11521 members 
Mstep: Class 17 contains 40806 members 
Mstep: Class 18 contains 79301 members 
Mstep: Class 19 contains 170257 members 
Mstep: Class 20 contains 134942 members 
Mstep: Class 21 contains 159097 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329760.000000 Penalty: 87239.546875
Iteration 474Q: 26 clusters Score -1.613298e+08 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54411 members 
Mstep: Class 3 contains 1118 members 
Mstep: Class 4 contains 40421 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 78802 members 
Mstep: Class 8 contains 149392 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 110858 members 
Mstep: Class 11 contains 9265 members 
Mstep: Class 12 contains 151497 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72634 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11525 members 
Mstep: Class 17 contains 40788 members 
Mstep: Class 18 contains 79317 members 
Mstep: Class 19 contains 170193 members 
Mstep: Class 20 contains 135261 members 
Mstep: Class 21 contains 159257 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329760.000000 Penalty: 87239.546875
Iteration 475Q: 26 clusters Score -1.613298e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54416 members 
Mstep: Class 3 contains 1120 members 
Mstep: Class 4 contains 40484 members 
Mstep: Class 5 contains 14604 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 78009 members 
Mstep: Class 8 contains 149467 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 111069 members 
Mstep: Class 11 contains 9260 members 
Mstep: Class 12 contains 151559 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72611 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11531 members 
Mstep: Class 17 contains 40762 members 
Mstep: Class 18 contains 79329 members 
Mstep: Class 19 contains 170141 members 
Mstep: Class 20 contains 135608 members 
Mstep: Class 21 contains 159362 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329520.000000 Penalty: 87239.546875
Iteration 476Q: 26 clusters Score -1.613295e+08 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54422 members 
Mstep: Class 3 contains 1122 members 
Mstep: Class 4 contains 40544 members 
Mstep: Class 5 contains 14618 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 77221 members 
Mstep: Class 8 contains 149549 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 111266 members 
Mstep: Class 11 contains 9252 members 
Mstep: Class 12 contains 151659 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72583 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11506 members 
Mstep: Class 17 contains 40743 members 
Mstep: Class 18 contains 79351 members 
Mstep: Class 19 contains 170050 members 
Mstep: Class 20 contains 135964 members 
Mstep: Class 21 contains 159482 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329584.000000 Penalty: 87239.546875
Iteration 477Q: 26 clusters Score -1.613296e+08 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54429 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 40588 members 
Mstep: Class 5 contains 14642 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 76420 members 
Mstep: Class 8 contains 149619 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 111450 members 
Mstep: Class 11 contains 9242 members 
Mstep: Class 12 contains 151748 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72574 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11509 members 
Mstep: Class 17 contains 40715 members 
Mstep: Class 18 contains 79372 members 
Mstep: Class 19 contains 169983 members 
Mstep: Class 20 contains 136304 members 
Mstep: Class 21 contains 159615 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329744.000000 Penalty: 87239.546875
Iteration 478Q: 26 clusters Score -1.613297e+08 nChanged 2455
Entering ConstructFrom: 
Score: -161329744.000000 Penalty: 87239.546875
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -92235.429688 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -92235.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -90424.546875 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -90424.55 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -90907.406250 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -90907.41 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91112.656250 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -91112.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91264.734375 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -91264.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91439.265625 Penalty: 3342.123535
	Iteration 4F: 3 clusters Score -91439.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -91627.367188 Penalty: 3342.123535
	Iteration 5F: 3 clusters Score -91627.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -91886.953125 Penalty: 3342.123535
	Iteration 6F: 3 clusters Score -91886.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92139.820312 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -92139.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -92326.328125 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -92326.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -92783.703125 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -92783.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -93267.562500 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -93267.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -93267.562500 Penalty: 3342.123535
	Iteration 11F: 3 clusters Score -93267.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 54436 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 40624 members 
Mstep: Class 5 contains 14658 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 75619 members 
Mstep: Class 8 contains 149660 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 111652 members 
Mstep: Class 11 contains 9243 members 
Mstep: Class 12 contains 151876 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72558 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11495 members 
Mstep: Class 17 contains 40687 members 
Mstep: Class 18 contains 79376 members 
Mstep: Class 19 contains 169904 members 
Mstep: Class 20 contains 136662 members 
Mstep: Class 21 contains 159757 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 360 members 
Entering Unmasked Estep 
Score: -161329152.000000 Penalty: 90729.132812
Splitting cluster 1 changes total score from -161329744.000000 to -161329152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (54436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Entering Unmasked Estep 
Score: -6717657.500000 Penalty: 2704.385742
	Iteration 0F: 2 clusters Score -6717658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -6680910.000000 Penalty: 5408.771484
	Iteration 0F: 3 clusters Score -6680910 nChanged 25221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -6695188.000000 Penalty: 5408.771484
	Iteration 1F: 3 clusters Score -6695188 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -6695769.500000 Penalty: 5408.771484
	Iteration 2Q: 3 clusters Score -6695770 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -6696452.500000 Penalty: 5408.771484
	Iteration 3Q: 3 clusters Score -6696452 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -6697129.500000 Penalty: 5408.771484
	Iteration 4Q: 3 clusters Score -6697130 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -6697938.500000 Penalty: 5408.771484
	Iteration 5Q: 3 clusters Score -6697938 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -6698823.500000 Penalty: 5408.771484
	Iteration 6Q: 3 clusters Score -6698824 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -6699672.000000 Penalty: 5408.771484
	Iteration 7Q: 3 clusters Score -6699672 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -6700519.500000 Penalty: 5408.771484
	Iteration 8Q: 3 clusters Score -6700520 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -6701254.000000 Penalty: 5408.771484
	Iteration 9Q: 3 clusters Score -6701254 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -6701734.000000 Penalty: 5408.771484
	Iteration 10Q: 3 clusters Score -6701734 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -6702159.000000 Penalty: 5408.771484
	Iteration 11Q: 3 clusters Score -6702159 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -6702464.000000 Penalty: 5408.771484
	Iteration 12Q: 3 clusters Score -6702464 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -6702727.000000 Penalty: 5408.771484
	Iteration 13Q: 3 clusters Score -6702727 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -6702927.500000 Penalty: 5408.771484
	Iteration 14Q: 3 clusters Score -6702928 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -6703085.500000 Penalty: 5408.771484
	Iteration 15Q: 3 clusters Score -6703086 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -6703264.000000 Penalty: 5408.771484
	Iteration 16Q: 3 clusters Score -6703264 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -6703455.500000 Penalty: 5408.771484
	Iteration 17Q: 3 clusters Score -6703456 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -6703651.500000 Penalty: 5408.771484
	Iteration 18Q: 3 clusters Score -6703652 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -6703912.000000 Penalty: 5408.771484
	Iteration 19Q: 3 clusters Score -6703912 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -6704204.000000 Penalty: 5408.771484
	Iteration 20F: 3 clusters Score -6704204 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -6704597.500000 Penalty: 5408.771484
	Iteration 21Q: 3 clusters Score -6704598 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -6704962.500000 Penalty: 5408.771484
	Iteration 22Q: 3 clusters Score -6704962 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -6705261.500000 Penalty: 5408.771484
	Iteration 23Q: 3 clusters Score -6705262 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -6705495.000000 Penalty: 5408.771484
	Iteration 24Q: 3 clusters Score -6705495 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -6705717.000000 Penalty: 5408.771484
	Iteration 25Q: 3 clusters Score -6705717 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -6705873.500000 Penalty: 5408.771484
	Iteration 26Q: 3 clusters Score -6705874 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -6705988.500000 Penalty: 5408.771484
	Iteration 27Q: 3 clusters Score -6705988 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -6706041.000000 Penalty: 5408.771484
	Iteration 28Q: 3 clusters Score -6706041 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -6706091.500000 Penalty: 5408.771484
	Iteration 29Q: 3 clusters Score -6706092 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -6706099.500000 Penalty: 5408.771484
	Iteration 30Q: 3 clusters Score -6706100 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -6706161.500000 Penalty: 5408.771484
	Iteration 31Q: 3 clusters Score -6706162 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -6706235.500000 Penalty: 5408.771484
	Iteration 32Q: 3 clusters Score -6706236 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -6706285.500000 Penalty: 5408.771484
	Iteration 33Q: 3 clusters Score -6706286 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -6706342.500000 Penalty: 5408.771484
	Iteration 34Q: 3 clusters Score -6706342 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -6706383.000000 Penalty: 5408.771484
	Iteration 35Q: 3 clusters Score -6706383 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -6706426.000000 Penalty: 5408.771484
	Iteration 36Q: 3 clusters Score -6706426 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -6706479.500000 Penalty: 5408.771484
	Iteration 37Q: 3 clusters Score -6706480 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -6706524.000000 Penalty: 5408.771484
	Iteration 38Q: 3 clusters Score -6706524 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -6706602.500000 Penalty: 5408.771484
	Iteration 39Q: 3 clusters Score -6706602 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -6706634.500000 Penalty: 5408.771484
	Iteration 40F: 3 clusters Score -6706634 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -6706680.500000 Penalty: 5408.771484
	Iteration 41Q: 3 clusters Score -6706680 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -6706756.500000 Penalty: 5408.771484
	Iteration 42Q: 3 clusters Score -6706756 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -6706852.000000 Penalty: 5408.771484
	Iteration 43Q: 3 clusters Score -6706852 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -6706951.000000 Penalty: 5408.771484
	Iteration 44Q: 3 clusters Score -6706951 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -6707053.000000 Penalty: 5408.771484
	Iteration 45Q: 3 clusters Score -6707053 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -6707151.500000 Penalty: 5408.771484
	Iteration 46Q: 3 clusters Score -6707152 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -6707288.000000 Penalty: 5408.771484
	Iteration 47Q: 3 clusters Score -6707288 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -6707449.500000 Penalty: 5408.771484
	Iteration 48Q: 3 clusters Score -6707450 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -6707657.000000 Penalty: 5408.771484
	Iteration 49Q: 3 clusters Score -6707657 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -6707897.000000 Penalty: 5408.771484
	Iteration 50Q: 3 clusters Score -6707897 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -6708170.500000 Penalty: 5408.771484
	Iteration 51Q: 3 clusters Score -6708170 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -6708405.000000 Penalty: 5408.771484
	Iteration 52Q: 3 clusters Score -6708405 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -6708723.500000 Penalty: 5408.771484
	Iteration 53Q: 3 clusters Score -6708724 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -6709058.500000 Penalty: 5408.771484
	Iteration 54Q: 3 clusters Score -6709058 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -6709416.000000 Penalty: 5408.771484
	Iteration 55Q: 3 clusters Score -6709416 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -6709790.000000 Penalty: 5408.771484
	Iteration 56Q: 3 clusters Score -6709790 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -6710309.000000 Penalty: 5408.771484
	Iteration 57Q: 3 clusters Score -6710309 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -6710898.500000 Penalty: 5408.771484
	Iteration 58Q: 3 clusters Score -6710898 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -6711512.500000 Penalty: 5408.771484
	Iteration 59Q: 3 clusters Score -6711512 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -6712117.000000 Penalty: 5408.771484
	Iteration 60F: 3 clusters Score -6712117 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -6712656.500000 Penalty: 5408.771484
	Iteration 61Q: 3 clusters Score -6712656 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -6713133.500000 Penalty: 5408.771484
	Iteration 62Q: 3 clusters Score -6713134 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -6713552.500000 Penalty: 5408.771484
	Iteration 63Q: 3 clusters Score -6713552 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -6713897.000000 Penalty: 5408.771484
	Iteration 64Q: 3 clusters Score -6713897 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -6714190.000000 Penalty: 5408.771484
	Iteration 65Q: 3 clusters Score -6714190 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6714410.500000 Penalty: 5408.771484
	Iteration 66Q: 3 clusters Score -6714410 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -6714557.000000 Penalty: 5408.771484
	Iteration 67Q: 3 clusters Score -6714557 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -6714679.000000 Penalty: 5408.771484
	Iteration 68Q: 3 clusters Score -6714679 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -6714751.500000 Penalty: 5408.771484
	Iteration 69Q: 3 clusters Score -6714752 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6714817.500000 Penalty: 5408.771484
	Iteration 70Q: 3 clusters Score -6714818 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6714864.500000 Penalty: 5408.771484
	Iteration 71Q: 3 clusters Score -6714864 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6714931.000000 Penalty: 5408.771484
	Iteration 72Q: 3 clusters Score -6714931 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6714956.000000 Penalty: 5408.771484
	Iteration 73Q: 3 clusters Score -6714956 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6714988.000000 Penalty: 5408.771484
	Iteration 74Q: 3 clusters Score -6714988 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6715004.500000 Penalty: 5408.771484
	Iteration 75Q: 3 clusters Score -6715004 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6715034.000000 Penalty: 5408.771484
	Iteration 76Q: 3 clusters Score -6715034 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6715073.000000 Penalty: 5408.771484
	Iteration 77Q: 3 clusters Score -6715073 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6715100.000000 Penalty: 5408.771484
	Iteration 78Q: 3 clusters Score -6715100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6715118.500000 Penalty: 5408.771484
	Iteration 79Q: 3 clusters Score -6715118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6715132.000000 Penalty: 5408.771484
	Iteration 80F: 3 clusters Score -6715132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6715141.000000 Penalty: 5408.771484
	Iteration 81Q: 3 clusters Score -6715141 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6715154.500000 Penalty: 5408.771484
	Iteration 82Q: 3 clusters Score -6715154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6715164.000000 Penalty: 5408.771484
	Iteration 83Q: 3 clusters Score -6715164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6715180.500000 Penalty: 5408.771484
	Iteration 84Q: 3 clusters Score -6715180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6715198.000000 Penalty: 5408.771484
	Iteration 85Q: 3 clusters Score -6715198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6715203.500000 Penalty: 5408.771484
	Iteration 86Q: 3 clusters Score -6715204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6715218.500000 Penalty: 5408.771484
	Iteration 87Q: 3 clusters Score -6715218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6715217.500000 Penalty: 5408.771484
	Iteration 88Q: 3 clusters Score -6715218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6715224.500000 Penalty: 5408.771484
	Iteration 89Q: 3 clusters Score -6715224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6715225.000000 Penalty: 5408.771484
	Iteration 90Q: 3 clusters Score -6715225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6715223.000000 Penalty: 5408.771484
	Iteration 91Q: 3 clusters Score -6715223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6715231.000000 Penalty: 5408.771484
	Iteration 92Q: 3 clusters Score -6715231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6715236.500000 Penalty: 5408.771484
	Iteration 93Q: 3 clusters Score -6715236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6715236.500000 Penalty: 5408.771484
	Iteration 94Q: 3 clusters Score -6715236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6715244.500000 Penalty: 5408.771484
	Iteration 95Q: 3 clusters Score -6715244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6715251.000000 Penalty: 5408.771484
	Iteration 96Q: 3 clusters Score -6715251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6715268.000000 Penalty: 5408.771484
	Iteration 97Q: 3 clusters Score -6715268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6715272.000000 Penalty: 5408.771484
	Iteration 98Q: 3 clusters Score -6715272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53130 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6715277.000000 Penalty: 5408.771484
	Iteration 99Q: 3 clusters Score -6715277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6715275.000000 Penalty: 5408.771484
	Iteration 100F: 3 clusters Score -6715275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6715276.000000 Penalty: 5408.771484
	Iteration 101Q: 3 clusters Score -6715276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6715276.500000 Penalty: 5408.771484
	Iteration 102Q: 3 clusters Score -6715276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6715278.000000 Penalty: 5408.771484
	Iteration 103Q: 3 clusters Score -6715278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6715278.000000 Penalty: 5408.771484
	Iteration 104Q: 3 clusters Score -6715278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6715278.000000 Penalty: 5408.771484
	Iteration 105F: 3 clusters Score -6715278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -128326.218750 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -128326.2 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 559 members 
Entering Unmasked Estep 
Score: -126429.031250 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -126429 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -126847.070312 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -126847.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126998.468750 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -126998.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -127087.765625 Penalty: 3485.107666
	Iteration 3Q: 3 clusters Score -127087.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -127159.234375 Penalty: 3485.107666
	Iteration 4Q: 3 clusters Score -127159.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -127260.351562 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -127260.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -127319.679688 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -127319.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -127376.273438 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -127376.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -127433.757812 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -127433.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -127460.554688 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -127460.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -127468.023438 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -127468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -127474.664062 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -127474.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -127481.921875 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -127481.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -127487.875000 Penalty: 3485.107666
	Iteration 13Q: 3 clusters Score -127487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -127489.773438 Penalty: 3485.107666
	Iteration 14Q: 3 clusters Score -127489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -127492.203125 Penalty: 3485.107666
	Iteration 15Q: 3 clusters Score -127492.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -127496.484375 Penalty: 3485.107666
	Iteration 16Q: 3 clusters Score -127496.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -127502.679688 Penalty: 3485.107666
	Iteration 17Q: 3 clusters Score -127502.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -127508.312500 Penalty: 3485.107666
	Iteration 18Q: 3 clusters Score -127508.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -127513.101562 Penalty: 3485.107666
	Iteration 19Q: 3 clusters Score -127513.1 nChanged 3
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: -127519.101562 Penalty: 3485.107666
	Iteration 20F: 3 clusters Score -127519.1 nChanged 6
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: -127524.570312 Penalty: 3485.107666
	Iteration 21Q: 3 clusters Score -127524.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -127531.343750 Penalty: 3485.107666
	Iteration 22Q: 3 clusters Score -127531.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -127540.859375 Penalty: 3485.107666
	Iteration 23Q: 3 clusters Score -127540.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -127550.500000 Penalty: 3485.107666
	Iteration 24Q: 3 clusters Score -127550.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -127565.812500 Penalty: 3485.107666
	Iteration 25Q: 3 clusters Score -127565.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -127617.210938 Penalty: 3485.107666
	Iteration 26Q: 3 clusters Score -127617.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -127643.609375 Penalty: 3485.107666
	Iteration 27Q: 3 clusters Score -127643.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -127664.789062 Penalty: 3485.107666
	Iteration 28Q: 3 clusters Score -127664.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -127689.757812 Penalty: 3485.107666
	Iteration 29Q: 3 clusters Score -127689.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -127702.851562 Penalty: 3485.107666
	Iteration 30Q: 3 clusters Score -127702.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -127709.351562 Penalty: 3485.107666
	Iteration 31Q: 3 clusters Score -127709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -127712.031250 Penalty: 3485.107666
	Iteration 32Q: 3 clusters Score -127712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -127712.031250 Penalty: 3485.107666
	Iteration 33F: 3 clusters Score -127712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Entering Unmasked Estep 
Score: -5205447.500000 Penalty: 2631.804199
	Iteration 0F: 2 clusters Score -5205448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -5177981.500000 Penalty: 5263.608398
	Iteration 0F: 3 clusters Score -5177982 nChanged 18572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -5188057.000000 Penalty: 5263.608398
	Iteration 1F: 3 clusters Score -5188057 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -5188507.000000 Penalty: 5263.608398
	Iteration 2Q: 3 clusters Score -5188507 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -5188999.000000 Penalty: 5263.608398
	Iteration 3Q: 3 clusters Score -5188999 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -5189538.500000 Penalty: 5263.608398
	Iteration 4Q: 3 clusters Score -5189538 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -5190200.000000 Penalty: 5263.608398
	Iteration 5Q: 3 clusters Score -5190200 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -5191291.500000 Penalty: 5263.608398
	Iteration 6Q: 3 clusters Score -5191292 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -5192949.000000 Penalty: 5263.608398
	Iteration 7F: 3 clusters Score -5192949 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -5195200.500000 Penalty: 5263.608398
	Iteration 8F: 3 clusters Score -5195200 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -5197777.500000 Penalty: 5263.608398
	Iteration 9F: 3 clusters Score -5197778 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -5200031.500000 Penalty: 5263.608398
	Iteration 10F: 3 clusters Score -5200032 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -5201563.500000 Penalty: 5263.608398
	Iteration 11Q: 3 clusters Score -5201564 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -5202420.500000 Penalty: 5263.608398
	Iteration 12Q: 3 clusters Score -5202420 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -5202763.000000 Penalty: 5263.608398
	Iteration 13Q: 3 clusters Score -5202763 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -5202919.500000 Penalty: 5263.608398
	Iteration 14Q: 3 clusters Score -5202920 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -5202994.000000 Penalty: 5263.608398
	Iteration 15Q: 3 clusters Score -5202994 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -5203042.500000 Penalty: 5263.608398
	Iteration 16Q: 3 clusters Score -5203042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -5203071.000000 Penalty: 5263.608398
	Iteration 17Q: 3 clusters Score -5203071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -5203089.000000 Penalty: 5263.608398
	Iteration 18Q: 3 clusters Score -5203089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -5203106.000000 Penalty: 5263.608398
	Iteration 19Q: 3 clusters Score -5203106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -5203110.000000 Penalty: 5263.608398
	Iteration 20F: 3 clusters Score -5203110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -5203112.500000 Penalty: 5263.608398
	Iteration 21Q: 3 clusters Score -5203112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -5203113.500000 Penalty: 5263.608398
	Iteration 22Q: 3 clusters Score -5203114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -5203116.500000 Penalty: 5263.608398
	Iteration 23Q: 3 clusters Score -5203116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -5203120.500000 Penalty: 5263.608398
	Iteration 24Q: 3 clusters Score -5203120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -5203124.500000 Penalty: 5263.608398
	Iteration 25Q: 3 clusters Score -5203124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -5203130.000000 Penalty: 5263.608398
	Iteration 26Q: 3 clusters Score -5203130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -5203127.500000 Penalty: 5263.608398
	Iteration 27Q: 3 clusters Score -5203128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -5203127.500000 Penalty: 5263.608398
	Iteration 28F: 3 clusters Score -5203128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Entering Unmasked Estep 
Score: -1856833.125000 Penalty: 2379.000000
	Iteration 0F: 2 clusters Score -1856833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1846216.875000 Penalty: 4758.000000
	Iteration 0F: 3 clusters Score -1846217 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1849275.750000 Penalty: 4758.000000
	Iteration 1F: 3 clusters Score -1849276 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1849595.000000 Penalty: 4758.000000
	Iteration 2F: 3 clusters Score -1849595 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1849854.500000 Penalty: 4758.000000
	Iteration 3Q: 3 clusters Score -1849854 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1850077.875000 Penalty: 4758.000000
	Iteration 4Q: 3 clusters Score -1850078 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1850239.625000 Penalty: 4758.000000
	Iteration 5Q: 3 clusters Score -1850240 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1850395.000000 Penalty: 4758.000000
	Iteration 6Q: 3 clusters Score -1850395 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1850513.375000 Penalty: 4758.000000
	Iteration 7Q: 3 clusters Score -1850513 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1850635.875000 Penalty: 4758.000000
	Iteration 8Q: 3 clusters Score -1850636 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1850754.875000 Penalty: 4758.000000
	Iteration 9Q: 3 clusters Score -1850755 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1850851.000000 Penalty: 4758.000000
	Iteration 10Q: 3 clusters Score -1850851 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1850948.000000 Penalty: 4758.000000
	Iteration 11Q: 3 clusters Score -1850948 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1851059.375000 Penalty: 4758.000000
	Iteration 12Q: 3 clusters Score -1851059 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1851215.750000 Penalty: 4758.000000
	Iteration 13Q: 3 clusters Score -1851216 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1851408.625000 Penalty: 4758.000000
	Iteration 14Q: 3 clusters Score -1851409 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1851660.625000 Penalty: 4758.000000
	Iteration 15Q: 3 clusters Score -1851661 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1851950.500000 Penalty: 4758.000000
	Iteration 16Q: 3 clusters Score -1851950 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1852340.625000 Penalty: 4758.000000
	Iteration 17Q: 3 clusters Score -1852341 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1852774.625000 Penalty: 4758.000000
	Iteration 18Q: 3 clusters Score -1852775 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1853222.500000 Penalty: 4758.000000
	Iteration 19Q: 3 clusters Score -1853222 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1853617.375000 Penalty: 4758.000000
	Iteration 20F: 3 clusters Score -1853617 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1853912.000000 Penalty: 4758.000000
	Iteration 21Q: 3 clusters Score -1853912 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1854159.750000 Penalty: 4758.000000
	Iteration 22Q: 3 clusters Score -1854160 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1854364.875000 Penalty: 4758.000000
	Iteration 23Q: 3 clusters Score -1854365 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1854489.500000 Penalty: 4758.000000
	Iteration 24Q: 3 clusters Score -1854490 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1854578.875000 Penalty: 4758.000000
	Iteration 25Q: 3 clusters Score -1854579 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1854640.875000 Penalty: 4758.000000
	Iteration 26Q: 3 clusters Score -1854641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1854686.625000 Penalty: 4758.000000
	Iteration 27Q: 3 clusters Score -1854687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1854717.125000 Penalty: 4758.000000
	Iteration 28Q: 3 clusters Score -1854717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1854748.000000 Penalty: 4758.000000
	Iteration 29Q: 3 clusters Score -1854748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1854765.625000 Penalty: 4758.000000
	Iteration 30Q: 3 clusters Score -1854766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1854778.500000 Penalty: 4758.000000
	Iteration 31Q: 3 clusters Score -1854778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1854792.125000 Penalty: 4758.000000
	Iteration 32Q: 3 clusters Score -1854792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1854796.125000 Penalty: 4758.000000
	Iteration 33Q: 3 clusters Score -1854796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1854802.875000 Penalty: 4758.000000
	Iteration 34Q: 3 clusters Score -1854803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1854808.875000 Penalty: 4758.000000
	Iteration 35Q: 3 clusters Score -1854809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1854815.500000 Penalty: 4758.000000
	Iteration 36Q: 3 clusters Score -1854816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1854818.500000 Penalty: 4758.000000
	Iteration 37Q: 3 clusters Score -1854818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1854821.625000 Penalty: 4758.000000
	Iteration 38Q: 3 clusters Score -1854822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1854828.000000 Penalty: 4758.000000
	Iteration 39Q: 3 clusters Score -1854828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1854838.125000 Penalty: 4758.000000
	Iteration 40F: 3 clusters Score -1854838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1854838.875000 Penalty: 4758.000000
	Iteration 41Q: 3 clusters Score -1854839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1854845.000000 Penalty: 4758.000000
	Iteration 42Q: 3 clusters Score -1854845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1854846.000000 Penalty: 4758.000000
	Iteration 43Q: 3 clusters Score -1854846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1854843.750000 Penalty: 4758.000000
	Iteration 44Q: 3 clusters Score -1854844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1854843.750000 Penalty: 4758.000000
	Iteration 45F: 3 clusters Score -1854844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -45270.027344 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -45270.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43852.269531 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -43852.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44156.910156 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -44156.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44341.128906 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -44341.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -44482.101562 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -44482.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -44603.917969 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -44603.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -44683.144531 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -44683.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44823.050781 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -44823.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45027.699219 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -45027.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45120.593750 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -45120.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45234.492188 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -45234.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45431.316406 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -45431.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45437.378906 Penalty: 3025.758301
	Iteration 11Q: 3 clusters Score -45437.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45441.046875 Penalty: 3025.758301
	Iteration 12Q: 3 clusters Score -45441.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45447.621094 Penalty: 3025.758301
	Iteration 13Q: 3 clusters Score -45447.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45452.980469 Penalty: 3025.758301
	Iteration 14Q: 3 clusters Score -45452.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -45455.179688 Penalty: 3025.758301
	Iteration 15Q: 3 clusters Score -45455.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -45456.937500 Penalty: 3025.758301
	Iteration 16F: 3 clusters Score -45456.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45470.164062 Penalty: 3025.758301
	Iteration 17Q: 3 clusters Score -45470.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45487.136719 Penalty: 3025.758301
	Iteration 18Q: 3 clusters Score -45487.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45504.394531 Penalty: 3025.758301
	Iteration 19Q: 3 clusters Score -45504.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45544.648438 Penalty: 3025.758301
	Iteration 20F: 3 clusters Score -45544.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45552.722656 Penalty: 3025.758301
	Iteration 21Q: 3 clusters Score -45552.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45574.730469 Penalty: 3025.758301
	Iteration 22Q: 3 clusters Score -45574.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45582.117188 Penalty: 3025.758301
	Iteration 23Q: 3 clusters Score -45582.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45589.570312 Penalty: 3025.758301
	Iteration 24Q: 3 clusters Score -45589.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45592.785156 Penalty: 3025.758301
	Iteration 25Q: 3 clusters Score -45592.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45597.257812 Penalty: 3025.758301
	Iteration 26Q: 3 clusters Score -45597.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45597.257812 Penalty: 3025.758301
	Iteration 27F: 3 clusters Score -45597.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54436 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 40624 members 
Mstep: Class 5 contains 14658 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 75619 members 
Mstep: Class 8 contains 149660 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 111652 members 
Mstep: Class 11 contains 9243 members 
Mstep: Class 12 contains 151876 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72558 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11495 members 
Mstep: Class 17 contains 40687 members 
Mstep: Class 18 contains 79376 members 
Mstep: Class 19 contains 169904 members 
Mstep: Class 20 contains 136662 members 
Mstep: Class 21 contains 159757 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 200 members 
Entering Unmasked Estep 
Score: -161328048.000000 Penalty: 90729.132812
Splitting cluster 6 changes total score from -161329744.000000 to -161328048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (75619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Entering Unmasked Estep 
Score: -9624280.000000 Penalty: 2785.898926
	Iteration 0F: 2 clusters Score -9624280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -9573633.000000 Penalty: 5571.797852
	Iteration 0F: 3 clusters Score -9573633 nChanged 35420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -9593331.000000 Penalty: 5571.797852
	Iteration 1F: 3 clusters Score -9593331 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -9593847.000000 Penalty: 5571.797852
	Iteration 2Q: 3 clusters Score -9593847 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -9594314.000000 Penalty: 5571.797852
	Iteration 3Q: 3 clusters Score -9594314 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -9594796.000000 Penalty: 5571.797852
	Iteration 4Q: 3 clusters Score -9594796 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -9595330.000000 Penalty: 5571.797852
	Iteration 5Q: 3 clusters Score -9595330 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -9596011.000000 Penalty: 5571.797852
	Iteration 6Q: 3 clusters Score -9596011 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -9596947.000000 Penalty: 5571.797852
	Iteration 7Q: 3 clusters Score -9596947 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -9598576.000000 Penalty: 5571.797852
	Iteration 8Q: 3 clusters Score -9598576 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -9601398.000000 Penalty: 5571.797852
	Iteration 9F: 3 clusters Score -9601398 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -9605957.000000 Penalty: 5571.797852
	Iteration 10F: 3 clusters Score -9605957 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -9612003.000000 Penalty: 5571.797852
	Iteration 11F: 3 clusters Score -9612003 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -9617119.000000 Penalty: 5571.797852
	Iteration 12F: 3 clusters Score -9617119 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 73685 members 
Entering Unmasked Estep 
Score: -9620059.000000 Penalty: 5571.797852
	Iteration 13Q: 3 clusters Score -9620059 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 74850 members 
Entering Unmasked Estep 
Score: -9621151.000000 Penalty: 5571.797852
	Iteration 14Q: 3 clusters Score -9621151 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 75184 members 
Entering Unmasked Estep 
Score: -9621520.000000 Penalty: 5571.797852
	Iteration 15Q: 3 clusters Score -9621520 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 75279 members 
Entering Unmasked Estep 
Score: -9621651.000000 Penalty: 5571.797852
	Iteration 16Q: 3 clusters Score -9621651 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -9621717.000000 Penalty: 5571.797852
	Iteration 17Q: 3 clusters Score -9621717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -9621747.000000 Penalty: 5571.797852
	Iteration 18Q: 3 clusters Score -9621747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 75350 members 
Entering Unmasked Estep 
Score: -9621773.000000 Penalty: 5571.797852
	Iteration 19Q: 3 clusters Score -9621773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 75358 members 
Entering Unmasked Estep 
Score: -9621781.000000 Penalty: 5571.797852
	Iteration 20F: 3 clusters Score -9621781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 75360 members 
Entering Unmasked Estep 
Score: -9621783.000000 Penalty: 5571.797852
	Iteration 21Q: 3 clusters Score -9621783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 75362 members 
Entering Unmasked Estep 
Score: -9621787.000000 Penalty: 5571.797852
	Iteration 22Q: 3 clusters Score -9621787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 75363 members 
Entering Unmasked Estep 
Score: -9621783.000000 Penalty: 5571.797852
	Iteration 23Q: 3 clusters Score -9621783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 75366 members 
Entering Unmasked Estep 
Score: -9621792.000000 Penalty: 5571.797852
	Iteration 24Q: 3 clusters Score -9621792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 75365 members 
Entering Unmasked Estep 
Score: -9621798.000000 Penalty: 5571.797852
	Iteration 25Q: 3 clusters Score -9621798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 75365 members 
Entering Unmasked Estep 
Score: -9621798.000000 Penalty: 5571.797852
	Iteration 26F: 3 clusters Score -9621798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (149660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149660 members 
Entering Unmasked Estep 
Score: -19272838.000000 Penalty: 2955.198242
	Iteration 0F: 2 clusters Score -1.927284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74759 members 
Mstep: Class 2 contains 74901 members 
Entering Unmasked Estep 
Score: -19176972.000000 Penalty: 5910.396484
	Iteration 0F: 3 clusters Score -1.917697e+07 nChanged 71698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73319 members 
Mstep: Class 2 contains 76341 members 
Entering Unmasked Estep 
Score: -19218634.000000 Penalty: 5910.396484
	Iteration 1F: 3 clusters Score -1.921863e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72312 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -19219542.000000 Penalty: 5910.396484
	Iteration 2Q: 3 clusters Score -1.921954e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -19220644.000000 Penalty: 5910.396484
	Iteration 3Q: 3 clusters Score -1.922064e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -19222110.000000 Penalty: 5910.396484
	Iteration 4Q: 3 clusters Score -1.922211e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65011 members 
Mstep: Class 2 contains 84649 members 
Entering Unmasked Estep 
Score: -19224002.000000 Penalty: 5910.396484
	Iteration 5Q: 3 clusters Score -1.9224e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 89323 members 
Entering Unmasked Estep 
Score: -19226606.000000 Penalty: 5910.396484
	Iteration 6Q: 3 clusters Score -1.922661e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -19230928.000000 Penalty: 5910.396484
	Iteration 7F: 3 clusters Score -1.923093e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 102405 members 
Entering Unmasked Estep 
Score: -19237174.000000 Penalty: 5910.396484
	Iteration 8F: 3 clusters Score -1.923717e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 109374 members 
Entering Unmasked Estep 
Score: -19244578.000000 Penalty: 5910.396484
	Iteration 9F: 3 clusters Score -1.924458e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 114746 members 
Entering Unmasked Estep 
Score: -19251296.000000 Penalty: 5910.396484
	Iteration 10F: 3 clusters Score -1.92513e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 117894 members 
Entering Unmasked Estep 
Score: -19254944.000000 Penalty: 5910.396484
	Iteration 11Q: 3 clusters Score -1.925494e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 120216 members 
Entering Unmasked Estep 
Score: -19256748.000000 Penalty: 5910.396484
	Iteration 12Q: 3 clusters Score -1.925675e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 122289 members 
Entering Unmasked Estep 
Score: -19257840.000000 Penalty: 5910.396484
	Iteration 13Q: 3 clusters Score -1.925784e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 124283 members 
Entering Unmasked Estep 
Score: -19258780.000000 Penalty: 5910.396484
	Iteration 14Q: 3 clusters Score -1.925878e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 126172 members 
Entering Unmasked Estep 
Score: -19259718.000000 Penalty: 5910.396484
	Iteration 15Q: 3 clusters Score -1.925972e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 127928 members 
Entering Unmasked Estep 
Score: -19260662.000000 Penalty: 5910.396484
	Iteration 16Q: 3 clusters Score -1.926066e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 129569 members 
Entering Unmasked Estep 
Score: -19261652.000000 Penalty: 5910.396484
	Iteration 17Q: 3 clusters Score -1.926165e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 131151 members 
Entering Unmasked Estep 
Score: -19262680.000000 Penalty: 5910.396484
	Iteration 18Q: 3 clusters Score -1.926268e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 132616 members 
Entering Unmasked Estep 
Score: -19263524.000000 Penalty: 5910.396484
	Iteration 19Q: 3 clusters Score -1.926352e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 133971 members 
Entering Unmasked Estep 
Score: -19264426.000000 Penalty: 5910.396484
	Iteration 20F: 3 clusters Score -1.926443e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 135234 members 
Entering Unmasked Estep 
Score: -19265092.000000 Penalty: 5910.396484
	Iteration 21Q: 3 clusters Score -1.926509e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 136446 members 
Entering Unmasked Estep 
Score: -19265772.000000 Penalty: 5910.396484
	Iteration 22Q: 3 clusters Score -1.926577e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 137538 members 
Entering Unmasked Estep 
Score: -19266432.000000 Penalty: 5910.396484
	Iteration 23Q: 3 clusters Score -1.926643e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 138533 members 
Entering Unmasked Estep 
Score: -19267024.000000 Penalty: 5910.396484
	Iteration 24Q: 3 clusters Score -1.926702e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 139474 members 
Entering Unmasked Estep 
Score: -19267550.000000 Penalty: 5910.396484
	Iteration 25Q: 3 clusters Score -1.926755e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 140346 members 
Entering Unmasked Estep 
Score: -19267888.000000 Penalty: 5910.396484
	Iteration 26Q: 3 clusters Score -1.926789e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 141164 members 
Entering Unmasked Estep 
Score: -19268280.000000 Penalty: 5910.396484
	Iteration 27Q: 3 clusters Score -1.926828e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 141898 members 
Entering Unmasked Estep 
Score: -19268598.000000 Penalty: 5910.396484
	Iteration 28Q: 3 clusters Score -1.92686e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 142542 members 
Entering Unmasked Estep 
Score: -19268778.000000 Penalty: 5910.396484
	Iteration 29Q: 3 clusters Score -1.926878e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 143088 members 
Entering Unmasked Estep 
Score: -19268912.000000 Penalty: 5910.396484
	Iteration 30Q: 3 clusters Score -1.926891e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 143589 members 
Entering Unmasked Estep 
Score: -19269052.000000 Penalty: 5910.396484
	Iteration 31Q: 3 clusters Score -1.926905e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 144019 members 
Entering Unmasked Estep 
Score: -19269224.000000 Penalty: 5910.396484
	Iteration 32Q: 3 clusters Score -1.926922e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 144426 members 
Entering Unmasked Estep 
Score: -19269282.000000 Penalty: 5910.396484
	Iteration 33Q: 3 clusters Score -1.926928e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 144807 members 
Entering Unmasked Estep 
Score: -19269420.000000 Penalty: 5910.396484
	Iteration 34Q: 3 clusters Score -1.926942e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 145134 members 
Entering Unmasked Estep 
Score: -19269516.000000 Penalty: 5910.396484
	Iteration 35Q: 3 clusters Score -1.926952e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 145435 members 
Entering Unmasked Estep 
Score: -19269630.000000 Penalty: 5910.396484
	Iteration 36Q: 3 clusters Score -1.926963e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 145711 members 
Entering Unmasked Estep 
Score: -19269730.000000 Penalty: 5910.396484
	Iteration 37Q: 3 clusters Score -1.926973e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 145950 members 
Entering Unmasked Estep 
Score: -19269792.000000 Penalty: 5910.396484
	Iteration 38Q: 3 clusters Score -1.926979e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 146165 members 
Entering Unmasked Estep 
Score: -19269862.000000 Penalty: 5910.396484
	Iteration 39Q: 3 clusters Score -1.926986e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 146364 members 
Entering Unmasked Estep 
Score: -19269960.000000 Penalty: 5910.396484
	Iteration 40F: 3 clusters Score -1.926996e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 146541 members 
Entering Unmasked Estep 
Score: -19270026.000000 Penalty: 5910.396484
	Iteration 41Q: 3 clusters Score -1.927003e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 146705 members 
Entering Unmasked Estep 
Score: -19270074.000000 Penalty: 5910.396484
	Iteration 42Q: 3 clusters Score -1.927007e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 146834 members 
Entering Unmasked Estep 
Score: -19270182.000000 Penalty: 5910.396484
	Iteration 43Q: 3 clusters Score -1.927018e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 146959 members 
Entering Unmasked Estep 
Score: -19270214.000000 Penalty: 5910.396484
	Iteration 44Q: 3 clusters Score -1.927021e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 147076 members 
Entering Unmasked Estep 
Score: -19270298.000000 Penalty: 5910.396484
	Iteration 45Q: 3 clusters Score -1.92703e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 147173 members 
Entering Unmasked Estep 
Score: -19270358.000000 Penalty: 5910.396484
	Iteration 46Q: 3 clusters Score -1.927036e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 147255 members 
Entering Unmasked Estep 
Score: -19270374.000000 Penalty: 5910.396484
	Iteration 47Q: 3 clusters Score -1.927037e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 147333 members 
Entering Unmasked Estep 
Score: -19270404.000000 Penalty: 5910.396484
	Iteration 48Q: 3 clusters Score -1.92704e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 147402 members 
Entering Unmasked Estep 
Score: -19270446.000000 Penalty: 5910.396484
	Iteration 49Q: 3 clusters Score -1.927045e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 147464 members 
Entering Unmasked Estep 
Score: -19270462.000000 Penalty: 5910.396484
	Iteration 50Q: 3 clusters Score -1.927046e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 147524 members 
Entering Unmasked Estep 
Score: -19270498.000000 Penalty: 5910.396484
	Iteration 51Q: 3 clusters Score -1.92705e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 147592 members 
Entering Unmasked Estep 
Score: -19270510.000000 Penalty: 5910.396484
	Iteration 52Q: 3 clusters Score -1.927051e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 147645 members 
Entering Unmasked Estep 
Score: -19270516.000000 Penalty: 5910.396484
	Iteration 53Q: 3 clusters Score -1.927052e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 147698 members 
Entering Unmasked Estep 
Score: -19270524.000000 Penalty: 5910.396484
	Iteration 54Q: 3 clusters Score -1.927052e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 147739 members 
Entering Unmasked Estep 
Score: -19270520.000000 Penalty: 5910.396484
	Iteration 55Q: 3 clusters Score -1.927052e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 147778 members 
Entering Unmasked Estep 
Score: -19270534.000000 Penalty: 5910.396484
	Iteration 56Q: 3 clusters Score -1.927053e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 147812 members 
Entering Unmasked Estep 
Score: -19270558.000000 Penalty: 5910.396484
	Iteration 57Q: 3 clusters Score -1.927056e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 147841 members 
Entering Unmasked Estep 
Score: -19270576.000000 Penalty: 5910.396484
	Iteration 58Q: 3 clusters Score -1.927058e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 147868 members 
Entering Unmasked Estep 
Score: -19270594.000000 Penalty: 5910.396484
	Iteration 59Q: 3 clusters Score -1.927059e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 147884 members 
Entering Unmasked Estep 
Score: -19270600.000000 Penalty: 5910.396484
	Iteration 60F: 3 clusters Score -1.92706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 147901 members 
Entering Unmasked Estep 
Score: -19270594.000000 Penalty: 5910.396484
	Iteration 61Q: 3 clusters Score -1.927059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 147911 members 
Entering Unmasked Estep 
Score: -19270590.000000 Penalty: 5910.396484
	Iteration 62Q: 3 clusters Score -1.927059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 147916 members 
Entering Unmasked Estep 
Score: -19270596.000000 Penalty: 5910.396484
	Iteration 63Q: 3 clusters Score -1.92706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 147923 members 
Entering Unmasked Estep 
Score: -19270602.000000 Penalty: 5910.396484
	Iteration 64Q: 3 clusters Score -1.92706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 147931 members 
Entering Unmasked Estep 
Score: -19270604.000000 Penalty: 5910.396484
	Iteration 65Q: 3 clusters Score -1.92706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 147935 members 
Entering Unmasked Estep 
Score: -19270612.000000 Penalty: 5910.396484
	Iteration 66Q: 3 clusters Score -1.927061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 147943 members 
Entering Unmasked Estep 
Score: -19270616.000000 Penalty: 5910.396484
	Iteration 67Q: 3 clusters Score -1.927062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 147948 members 
Entering Unmasked Estep 
Score: -19270628.000000 Penalty: 5910.396484
	Iteration 68Q: 3 clusters Score -1.927063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 147953 members 
Entering Unmasked Estep 
Score: -19270620.000000 Penalty: 5910.396484
	Iteration 69Q: 3 clusters Score -1.927062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 147959 members 
Entering Unmasked Estep 
Score: -19270634.000000 Penalty: 5910.396484
	Iteration 70Q: 3 clusters Score -1.927063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 147962 members 
Entering Unmasked Estep 
Score: -19270630.000000 Penalty: 5910.396484
	Iteration 71Q: 3 clusters Score -1.927063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 147963 members 
Entering Unmasked Estep 
Score: -19270634.000000 Penalty: 5910.396484
	Iteration 72Q: 3 clusters Score -1.927063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 147969 members 
Entering Unmasked Estep 
Score: -19270622.000000 Penalty: 5910.396484
	Iteration 73Q: 3 clusters Score -1.927062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 147975 members 
Entering Unmasked Estep 
Score: -19270636.000000 Penalty: 5910.396484
	Iteration 74Q: 3 clusters Score -1.927064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 147982 members 
Entering Unmasked Estep 
Score: -19270640.000000 Penalty: 5910.396484
	Iteration 75Q: 3 clusters Score -1.927064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 147986 members 
Entering Unmasked Estep 
Score: -19270646.000000 Penalty: 5910.396484
	Iteration 76Q: 3 clusters Score -1.927065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 147990 members 
Entering Unmasked Estep 
Score: -19270656.000000 Penalty: 5910.396484
	Iteration 77Q: 3 clusters Score -1.927066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 147992 members 
Entering Unmasked Estep 
Score: -19270646.000000 Penalty: 5910.396484
	Iteration 78Q: 3 clusters Score -1.927065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 147994 members 
Entering Unmasked Estep 
Score: -19270656.000000 Penalty: 5910.396484
	Iteration 79Q: 3 clusters Score -1.927066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 147996 members 
Entering Unmasked Estep 
Score: -19270662.000000 Penalty: 5910.396484
	Iteration 80F: 3 clusters Score -1.927066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 148000 members 
Entering Unmasked Estep 
Score: -19270646.000000 Penalty: 5910.396484
	Iteration 81Q: 3 clusters Score -1.927065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 148003 members 
Entering Unmasked Estep 
Score: -19270658.000000 Penalty: 5910.396484
	Iteration 82Q: 3 clusters Score -1.927066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 148009 members 
Entering Unmasked Estep 
Score: -19270662.000000 Penalty: 5910.396484
	Iteration 83Q: 3 clusters Score -1.927066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 148012 members 
Entering Unmasked Estep 
Score: -19270654.000000 Penalty: 5910.396484
	Iteration 84Q: 3 clusters Score -1.927065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 148011 members 
Entering Unmasked Estep 
Score: -19270666.000000 Penalty: 5910.396484
	Iteration 85Q: 3 clusters Score -1.927067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 148014 members 
Entering Unmasked Estep 
Score: -19270656.000000 Penalty: 5910.396484
	Iteration 86Q: 3 clusters Score -1.927066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 148018 members 
Entering Unmasked Estep 
Score: -19270652.000000 Penalty: 5910.396484
	Iteration 87Q: 3 clusters Score -1.927065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 148020 members 
Entering Unmasked Estep 
Score: -19270646.000000 Penalty: 5910.396484
	Iteration 88Q: 3 clusters Score -1.927065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 148021 members 
Entering Unmasked Estep 
Score: -19270654.000000 Penalty: 5910.396484
	Iteration 89Q: 3 clusters Score -1.927065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 148023 members 
Entering Unmasked Estep 
Score: -19270650.000000 Penalty: 5910.396484
	Iteration 90Q: 3 clusters Score -1.927065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 148024 members 
Entering Unmasked Estep 
Score: -19270652.000000 Penalty: 5910.396484
	Iteration 91Q: 3 clusters Score -1.927065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 148024 members 
Entering Unmasked Estep 
Score: -19270652.000000 Penalty: 5910.396484
	Iteration 92F: 3 clusters Score -1.927065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -29793.482422 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -29793.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28521.716797 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -28521.72 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28723.121094 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -28723.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28787.021484 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -28787.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28812.986328 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -28812.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28834.087891 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -28834.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28839.048828 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -28839.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28841.300781 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -28841.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28846.650391 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -28846.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28855.089844 Penalty: 2820.739746
	Iteration 8Q: 3 clusters Score -28855.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28857.312500 Penalty: 2820.739746
	Iteration 9Q: 3 clusters Score -28857.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28859.167969 Penalty: 2820.739746
	Iteration 10Q: 3 clusters Score -28859.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28859.167969 Penalty: 2820.739746
	Iteration 11F: 3 clusters Score -28859.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (111652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111652 members 
Entering Unmasked Estep 
Score: -14291409.000000 Penalty: 2882.539307
	Iteration 0F: 2 clusters Score -1.429141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -14217806.000000 Penalty: 5765.078613
	Iteration 0F: 3 clusters Score -1.421781e+07 nChanged 52886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -14248254.000000 Penalty: 5765.078613
	Iteration 1F: 3 clusters Score -1.424825e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 59360 members 
Entering Unmasked Estep 
Score: -14249318.000000 Penalty: 5765.078613
	Iteration 2Q: 3 clusters Score -1.424932e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -14250825.000000 Penalty: 5765.078613
	Iteration 3Q: 3 clusters Score -1.425082e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -14253384.000000 Penalty: 5765.078613
	Iteration 4Q: 3 clusters Score -1.425338e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 69636 members 
Entering Unmasked Estep 
Score: -14257514.000000 Penalty: 5765.078613
	Iteration 5F: 3 clusters Score -1.425751e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 75635 members 
Entering Unmasked Estep 
Score: -14263646.000000 Penalty: 5765.078613
	Iteration 6F: 3 clusters Score -1.426365e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 82340 members 
Entering Unmasked Estep 
Score: -14270771.000000 Penalty: 5765.078613
	Iteration 7F: 3 clusters Score -1.427077e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -14277341.000000 Penalty: 5765.078613
	Iteration 8F: 3 clusters Score -1.427734e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 93134 members 
Entering Unmasked Estep 
Score: -14282074.000000 Penalty: 5765.078613
	Iteration 9F: 3 clusters Score -1.428207e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 96180 members 
Entering Unmasked Estep 
Score: -14284592.000000 Penalty: 5765.078613
	Iteration 10Q: 3 clusters Score -1.428459e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 98301 members 
Entering Unmasked Estep 
Score: -14286042.000000 Penalty: 5765.078613
	Iteration 11Q: 3 clusters Score -1.428604e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 100000 members 
Entering Unmasked Estep 
Score: -14286884.000000 Penalty: 5765.078613
	Iteration 12Q: 3 clusters Score -1.428688e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 101420 members 
Entering Unmasked Estep 
Score: -14287446.000000 Penalty: 5765.078613
	Iteration 13Q: 3 clusters Score -1.428745e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
Score: -14287858.000000 Penalty: 5765.078613
	Iteration 14Q: 3 clusters Score -1.428786e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 103610 members 
Entering Unmasked Estep 
Score: -14288261.000000 Penalty: 5765.078613
	Iteration 15Q: 3 clusters Score -1.428826e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 104484 members 
Entering Unmasked Estep 
Score: -14288563.000000 Penalty: 5765.078613
	Iteration 16Q: 3 clusters Score -1.428856e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 105215 members 
Entering Unmasked Estep 
Score: -14288809.000000 Penalty: 5765.078613
	Iteration 17Q: 3 clusters Score -1.428881e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 105886 members 
Entering Unmasked Estep 
Score: -14289013.000000 Penalty: 5765.078613
	Iteration 18Q: 3 clusters Score -1.428901e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 106449 members 
Entering Unmasked Estep 
Score: -14289215.000000 Penalty: 5765.078613
	Iteration 19Q: 3 clusters Score -1.428922e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 106880 members 
Entering Unmasked Estep 
Score: -14289371.000000 Penalty: 5765.078613
	Iteration 20F: 3 clusters Score -1.428937e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 107226 members 
Entering Unmasked Estep 
Score: -14289521.000000 Penalty: 5765.078613
	Iteration 21Q: 3 clusters Score -1.428952e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 107528 members 
Entering Unmasked Estep 
Score: -14289580.000000 Penalty: 5765.078613
	Iteration 22Q: 3 clusters Score -1.428958e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 107787 members 
Entering Unmasked Estep 
Score: -14289666.000000 Penalty: 5765.078613
	Iteration 23Q: 3 clusters Score -1.428967e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 108016 members 
Entering Unmasked Estep 
Score: -14289719.000000 Penalty: 5765.078613
	Iteration 24Q: 3 clusters Score -1.428972e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 108186 members 
Entering Unmasked Estep 
Score: -14289719.000000 Penalty: 5765.078613
	Iteration 25Q: 3 clusters Score -1.428972e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 108342 members 
Entering Unmasked Estep 
Score: -14289769.000000 Penalty: 5765.078613
	Iteration 26Q: 3 clusters Score -1.428977e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 108482 members 
Entering Unmasked Estep 
Score: -14289791.000000 Penalty: 5765.078613
	Iteration 27Q: 3 clusters Score -1.428979e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 108628 members 
Entering Unmasked Estep 
Score: -14289825.000000 Penalty: 5765.078613
	Iteration 28Q: 3 clusters Score -1.428982e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 108750 members 
Entering Unmasked Estep 
Score: -14289851.000000 Penalty: 5765.078613
	Iteration 29Q: 3 clusters Score -1.428985e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 108843 members 
Entering Unmasked Estep 
Score: -14289844.000000 Penalty: 5765.078613
	Iteration 30Q: 3 clusters Score -1.428984e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 108936 members 
Entering Unmasked Estep 
Score: -14289871.000000 Penalty: 5765.078613
	Iteration 31Q: 3 clusters Score -1.428987e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 109027 members 
Entering Unmasked Estep 
Score: -14289878.000000 Penalty: 5765.078613
	Iteration 32Q: 3 clusters Score -1.428988e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 109088 members 
Entering Unmasked Estep 
Score: -14289901.000000 Penalty: 5765.078613
	Iteration 33Q: 3 clusters Score -1.42899e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 109131 members 
Entering Unmasked Estep 
Score: -14289902.000000 Penalty: 5765.078613
	Iteration 34Q: 3 clusters Score -1.42899e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 109160 members 
Entering Unmasked Estep 
Score: -14289909.000000 Penalty: 5765.078613
	Iteration 35Q: 3 clusters Score -1.428991e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 109188 members 
Entering Unmasked Estep 
Score: -14289902.000000 Penalty: 5765.078613
	Iteration 36Q: 3 clusters Score -1.42899e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 109211 members 
Entering Unmasked Estep 
Score: -14289904.000000 Penalty: 5765.078613
	Iteration 37Q: 3 clusters Score -1.42899e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 109232 members 
Entering Unmasked Estep 
Score: -14289880.000000 Penalty: 5765.078613
	Iteration 38Q: 3 clusters Score -1.428988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 109251 members 
Entering Unmasked Estep 
Score: -14289902.000000 Penalty: 5765.078613
	Iteration 39Q: 3 clusters Score -1.42899e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -14289909.000000 Penalty: 5765.078613
	Iteration 40F: 3 clusters Score -1.428991e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 109294 members 
Entering Unmasked Estep 
Score: -14289920.000000 Penalty: 5765.078613
	Iteration 41Q: 3 clusters Score -1.428992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 109309 members 
Entering Unmasked Estep 
Score: -14289901.000000 Penalty: 5765.078613
	Iteration 42Q: 3 clusters Score -1.42899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 109319 members 
Entering Unmasked Estep 
Score: -14289925.000000 Penalty: 5765.078613
	Iteration 43Q: 3 clusters Score -1.428992e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 109338 members 
Entering Unmasked Estep 
Score: -14289932.000000 Penalty: 5765.078613
	Iteration 44Q: 3 clusters Score -1.428993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 109356 members 
Entering Unmasked Estep 
Score: -14289931.000000 Penalty: 5765.078613
	Iteration 45Q: 3 clusters Score -1.428993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 109367 members 
Entering Unmasked Estep 
Score: -14289922.000000 Penalty: 5765.078613
	Iteration 46Q: 3 clusters Score -1.428992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 109380 members 
Entering Unmasked Estep 
Score: -14289921.000000 Penalty: 5765.078613
	Iteration 47Q: 3 clusters Score -1.428992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 109390 members 
Entering Unmasked Estep 
Score: -14289928.000000 Penalty: 5765.078613
	Iteration 48Q: 3 clusters Score -1.428993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 109399 members 
Entering Unmasked Estep 
Score: -14289929.000000 Penalty: 5765.078613
	Iteration 49Q: 3 clusters Score -1.428993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 109402 members 
Entering Unmasked Estep 
Score: -14289920.000000 Penalty: 5765.078613
	Iteration 50Q: 3 clusters Score -1.428992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 109409 members 
Entering Unmasked Estep 
Score: -14289912.000000 Penalty: 5765.078613
	Iteration 51Q: 3 clusters Score -1.428991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 109419 members 
Entering Unmasked Estep 
Score: -14289905.000000 Penalty: 5765.078613
	Iteration 52Q: 3 clusters Score -1.42899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 109426 members 
Entering Unmasked Estep 
Score: -14289897.000000 Penalty: 5765.078613
	Iteration 53Q: 3 clusters Score -1.42899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 109431 members 
Entering Unmasked Estep 
Score: -14289890.000000 Penalty: 5765.078613
	Iteration 54Q: 3 clusters Score -1.428989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 109436 members 
Entering Unmasked Estep 
Score: -14289887.000000 Penalty: 5765.078613
	Iteration 55Q: 3 clusters Score -1.428989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 109439 members 
Entering Unmasked Estep 
Score: -14289881.000000 Penalty: 5765.078613
	Iteration 56Q: 3 clusters Score -1.428988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 109446 members 
Entering Unmasked Estep 
Score: -14289895.000000 Penalty: 5765.078613
	Iteration 57Q: 3 clusters Score -1.42899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 109450 members 
Entering Unmasked Estep 
Score: -14289897.000000 Penalty: 5765.078613
	Iteration 58Q: 3 clusters Score -1.42899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 109454 members 
Entering Unmasked Estep 
Score: -14289901.000000 Penalty: 5765.078613
	Iteration 59Q: 3 clusters Score -1.42899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 109457 members 
Entering Unmasked Estep 
Score: -14289905.000000 Penalty: 5765.078613
	Iteration 60F: 3 clusters Score -1.42899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 109461 members 
Entering Unmasked Estep 
Score: -14289889.000000 Penalty: 5765.078613
	Iteration 61Q: 3 clusters Score -1.428989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 109463 members 
Entering Unmasked Estep 
Score: -14289890.000000 Penalty: 5765.078613
	Iteration 62Q: 3 clusters Score -1.428989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 109465 members 
Entering Unmasked Estep 
Score: -14289885.000000 Penalty: 5765.078613
	Iteration 63Q: 3 clusters Score -1.428988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 109468 members 
Entering Unmasked Estep 
Score: -14289886.000000 Penalty: 5765.078613
	Iteration 64Q: 3 clusters Score -1.428989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 109470 members 
Entering Unmasked Estep 
Score: -14289881.000000 Penalty: 5765.078613
	Iteration 65Q: 3 clusters Score -1.428988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 109472 members 
Entering Unmasked Estep 
Score: -14289878.000000 Penalty: 5765.078613
	Iteration 66Q: 3 clusters Score -1.428988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 109474 members 
Entering Unmasked Estep 
Score: -14289882.000000 Penalty: 5765.078613
	Iteration 67Q: 3 clusters Score -1.428988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 109475 members 
Entering Unmasked Estep 
Score: -14289885.000000 Penalty: 5765.078613
	Iteration 68Q: 3 clusters Score -1.428988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 109475 members 
Entering Unmasked Estep 
Score: -14289885.000000 Penalty: 5765.078613
	Iteration 69F: 3 clusters Score -1.428988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Entering Unmasked Estep 
Score: -1120864.625000 Penalty: 2264.642090
	Iteration 0F: 2 clusters Score -1120865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1113615.500000 Penalty: 4529.284180
	Iteration 0F: 3 clusters Score -1113616 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1116077.750000 Penalty: 4529.284180
	Iteration 1F: 3 clusters Score -1116078 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1117056.750000 Penalty: 4529.284180
	Iteration 2F: 3 clusters Score -1117057 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1118181.375000 Penalty: 4529.284180
	Iteration 3F: 3 clusters Score -1118181 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1119099.375000 Penalty: 4529.284180
	Iteration 4F: 3 clusters Score -1119099 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1119710.625000 Penalty: 4529.284180
	Iteration 5F: 3 clusters Score -1119711 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1120028.250000 Penalty: 4529.284180
	Iteration 6Q: 3 clusters Score -1120028 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1120176.125000 Penalty: 4529.284180
	Iteration 7Q: 3 clusters Score -1120176 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1120240.750000 Penalty: 4529.284180
	Iteration 8Q: 3 clusters Score -1120241 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1120274.125000 Penalty: 4529.284180
	Iteration 9Q: 3 clusters Score -1120274 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1120295.625000 Penalty: 4529.284180
	Iteration 10Q: 3 clusters Score -1120296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1120303.625000 Penalty: 4529.284180
	Iteration 11Q: 3 clusters Score -1120304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1120315.750000 Penalty: 4529.284180
	Iteration 12Q: 3 clusters Score -1120316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1120321.000000 Penalty: 4529.284180
	Iteration 13Q: 3 clusters Score -1120321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1120326.625000 Penalty: 4529.284180
	Iteration 14Q: 3 clusters Score -1120327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1120330.125000 Penalty: 4529.284180
	Iteration 15Q: 3 clusters Score -1120330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1120329.625000 Penalty: 4529.284180
	Iteration 16Q: 3 clusters Score -1120330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1120330.250000 Penalty: 4529.284180
	Iteration 17Q: 3 clusters Score -1120330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1120332.875000 Penalty: 4529.284180
	Iteration 18Q: 3 clusters Score -1120333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1120334.625000 Penalty: 4529.284180
	Iteration 19Q: 3 clusters Score -1120335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1120336.500000 Penalty: 4529.284180
	Iteration 20F: 3 clusters Score -1120336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1120336.250000 Penalty: 4529.284180
	Iteration 21Q: 3 clusters Score -1120336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1120339.250000 Penalty: 4529.284180
	Iteration 22Q: 3 clusters Score -1120339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1120337.000000 Penalty: 4529.284180
	Iteration 23Q: 3 clusters Score -1120337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1120338.125000 Penalty: 4529.284180
	Iteration 24Q: 3 clusters Score -1120338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1120337.750000 Penalty: 4529.284180
	Iteration 25Q: 3 clusters Score -1120338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1120339.500000 Penalty: 4529.284180
	Iteration 26Q: 3 clusters Score -1120340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1120339.250000 Penalty: 4529.284180
	Iteration 27Q: 3 clusters Score -1120339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1120341.250000 Penalty: 4529.284180
	Iteration 28Q: 3 clusters Score -1120341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1120340.500000 Penalty: 4529.284180
	Iteration 29Q: 3 clusters Score -1120340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1120340.500000 Penalty: 4529.284180
	Iteration 30F: 3 clusters Score -1120340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (151876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151876 members 
Entering Unmasked Estep 
Score: -19444996.000000 Penalty: 2958.843262
	Iteration 0F: 2 clusters Score -1.9445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76045 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -19348106.000000 Penalty: 5917.686523
	Iteration 0F: 3 clusters Score -1.934811e+07 nChanged 72409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78300 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -19390110.000000 Penalty: 5917.686523
	Iteration 1F: 3 clusters Score -1.939011e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -19390998.000000 Penalty: 5917.686523
	Iteration 2Q: 3 clusters Score -1.9391e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82292 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -19392216.000000 Penalty: 5917.686523
	Iteration 3Q: 3 clusters Score -1.939222e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85993 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -19393898.000000 Penalty: 5917.686523
	Iteration 4Q: 3 clusters Score -1.93939e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91485 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -19396892.000000 Penalty: 5917.686523
	Iteration 5Q: 3 clusters Score -1.939689e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99267 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -19401758.000000 Penalty: 5917.686523
	Iteration 6F: 3 clusters Score -1.940176e+07 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109398 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -19409754.000000 Penalty: 5917.686523
	Iteration 7F: 3 clusters Score -1.940975e+07 nChanged 11809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120593 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -19419492.000000 Penalty: 5917.686523
	Iteration 8F: 3 clusters Score -1.941949e+07 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130293 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -19428488.000000 Penalty: 5917.686523
	Iteration 9F: 3 clusters Score -1.942849e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136982 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -19434744.000000 Penalty: 5917.686523
	Iteration 10Q: 3 clusters Score -1.943474e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141109 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -19438334.000000 Penalty: 5917.686523
	Iteration 11Q: 3 clusters Score -1.943833e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143602 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -19440152.000000 Penalty: 5917.686523
	Iteration 12Q: 3 clusters Score -1.944015e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145144 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -19441206.000000 Penalty: 5917.686523
	Iteration 13Q: 3 clusters Score -1.944121e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146266 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -19441804.000000 Penalty: 5917.686523
	Iteration 14Q: 3 clusters Score -1.94418e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147072 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -19442214.000000 Penalty: 5917.686523
	Iteration 15Q: 3 clusters Score -1.944221e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147729 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -19442586.000000 Penalty: 5917.686523
	Iteration 16Q: 3 clusters Score -1.944259e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148264 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -19442826.000000 Penalty: 5917.686523
	Iteration 17Q: 3 clusters Score -1.944283e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148704 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -19443046.000000 Penalty: 5917.686523
	Iteration 18Q: 3 clusters Score -1.944305e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149010 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -19443136.000000 Penalty: 5917.686523
	Iteration 19Q: 3 clusters Score -1.944314e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149268 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -19443224.000000 Penalty: 5917.686523
	Iteration 20F: 3 clusters Score -1.944322e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149450 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -19443236.000000 Penalty: 5917.686523
	Iteration 21Q: 3 clusters Score -1.944324e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149601 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -19443318.000000 Penalty: 5917.686523
	Iteration 22Q: 3 clusters Score -1.944332e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149712 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -19443316.000000 Penalty: 5917.686523
	Iteration 23Q: 3 clusters Score -1.944332e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149795 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -19443296.000000 Penalty: 5917.686523
	Iteration 24Q: 3 clusters Score -1.94433e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149847 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -19443292.000000 Penalty: 5917.686523
	Iteration 25Q: 3 clusters Score -1.944329e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149898 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -19443278.000000 Penalty: 5917.686523
	Iteration 26Q: 3 clusters Score -1.944328e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149941 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -19443298.000000 Penalty: 5917.686523
	Iteration 27Q: 3 clusters Score -1.94433e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149977 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -19443294.000000 Penalty: 5917.686523
	Iteration 28Q: 3 clusters Score -1.944329e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150000 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -19443292.000000 Penalty: 5917.686523
	Iteration 29Q: 3 clusters Score -1.944329e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150029 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -19443310.000000 Penalty: 5917.686523
	Iteration 30Q: 3 clusters Score -1.944331e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150060 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -19443306.000000 Penalty: 5917.686523
	Iteration 31Q: 3 clusters Score -1.944331e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150089 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -19443304.000000 Penalty: 5917.686523
	Iteration 32Q: 3 clusters Score -1.94433e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150112 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -19443308.000000 Penalty: 5917.686523
	Iteration 33Q: 3 clusters Score -1.944331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150129 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -19443290.000000 Penalty: 5917.686523
	Iteration 34Q: 3 clusters Score -1.944329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150144 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -19443312.000000 Penalty: 5917.686523
	Iteration 35Q: 3 clusters Score -1.944331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150153 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -19443306.000000 Penalty: 5917.686523
	Iteration 36Q: 3 clusters Score -1.944331e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150174 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -19443322.000000 Penalty: 5917.686523
	Iteration 37Q: 3 clusters Score -1.944332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150191 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -19443332.000000 Penalty: 5917.686523
	Iteration 38Q: 3 clusters Score -1.944333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150201 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -19443350.000000 Penalty: 5917.686523
	Iteration 39Q: 3 clusters Score -1.944335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150216 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -19443356.000000 Penalty: 5917.686523
	Iteration 40F: 3 clusters Score -1.944336e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150230 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -19443366.000000 Penalty: 5917.686523
	Iteration 41Q: 3 clusters Score -1.944337e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150238 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -19443372.000000 Penalty: 5917.686523
	Iteration 42Q: 3 clusters Score -1.944337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150244 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -19443366.000000 Penalty: 5917.686523
	Iteration 43Q: 3 clusters Score -1.944337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150245 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -19443364.000000 Penalty: 5917.686523
	Iteration 44Q: 3 clusters Score -1.944336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150248 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -19443358.000000 Penalty: 5917.686523
	Iteration 45Q: 3 clusters Score -1.944336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150251 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -19443382.000000 Penalty: 5917.686523
	Iteration 46Q: 3 clusters Score -1.944338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150257 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -19443374.000000 Penalty: 5917.686523
	Iteration 47Q: 3 clusters Score -1.944337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150263 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -19443384.000000 Penalty: 5917.686523
	Iteration 48Q: 3 clusters Score -1.944338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150273 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -19443404.000000 Penalty: 5917.686523
	Iteration 49Q: 3 clusters Score -1.94434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150277 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -19443404.000000 Penalty: 5917.686523
	Iteration 50Q: 3 clusters Score -1.94434e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150287 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -19443410.000000 Penalty: 5917.686523
	Iteration 51Q: 3 clusters Score -1.944341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150301 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -19443420.000000 Penalty: 5917.686523
	Iteration 52Q: 3 clusters Score -1.944342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150312 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -19443430.000000 Penalty: 5917.686523
	Iteration 53Q: 3 clusters Score -1.944343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150319 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -19443400.000000 Penalty: 5917.686523
	Iteration 54Q: 3 clusters Score -1.94434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150323 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -19443398.000000 Penalty: 5917.686523
	Iteration 55Q: 3 clusters Score -1.94434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150327 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -19443390.000000 Penalty: 5917.686523
	Iteration 56Q: 3 clusters Score -1.944339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150331 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -19443396.000000 Penalty: 5917.686523
	Iteration 57Q: 3 clusters Score -1.94434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150337 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -19443392.000000 Penalty: 5917.686523
	Iteration 58Q: 3 clusters Score -1.944339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150343 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -19443394.000000 Penalty: 5917.686523
	Iteration 59Q: 3 clusters Score -1.944339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150346 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -19443392.000000 Penalty: 5917.686523
	Iteration 60F: 3 clusters Score -1.944339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150348 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -19443404.000000 Penalty: 5917.686523
	Iteration 61Q: 3 clusters Score -1.94434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150351 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -19443402.000000 Penalty: 5917.686523
	Iteration 62Q: 3 clusters Score -1.94434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150355 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -19443396.000000 Penalty: 5917.686523
	Iteration 63Q: 3 clusters Score -1.94434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150360 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -19443394.000000 Penalty: 5917.686523
	Iteration 64Q: 3 clusters Score -1.944339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150364 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19443400.000000 Penalty: 5917.686523
	Iteration 65Q: 3 clusters Score -1.94434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150369 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -19443392.000000 Penalty: 5917.686523
	Iteration 66Q: 3 clusters Score -1.944339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150375 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -19443400.000000 Penalty: 5917.686523
	Iteration 67Q: 3 clusters Score -1.94434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150378 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -19443404.000000 Penalty: 5917.686523
	Iteration 68Q: 3 clusters Score -1.94434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150378 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -19443404.000000 Penalty: 5917.686523
	Iteration 69F: 3 clusters Score -1.94434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Entering Unmasked Estep 
Score: -547318.875000 Penalty: 2089.364990
	Iteration 0F: 2 clusters Score -547318.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -543061.312500 Penalty: 4178.729980
	Iteration 0F: 3 clusters Score -543061.3 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -544082.437500 Penalty: 4178.729980
	Iteration 1F: 3 clusters Score -544082.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -544333.437500 Penalty: 4178.729980
	Iteration 2F: 3 clusters Score -544333.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -544515.125000 Penalty: 4178.729980
	Iteration 3F: 3 clusters Score -544515.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -544680.937500 Penalty: 4178.729980
	Iteration 4F: 3 clusters Score -544680.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -544801.937500 Penalty: 4178.729980
	Iteration 5Q: 3 clusters Score -544801.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -544936.187500 Penalty: 4178.729980
	Iteration 6Q: 3 clusters Score -544936.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -545081.125000 Penalty: 4178.729980
	Iteration 7Q: 3 clusters Score -545081.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -545265.625000 Penalty: 4178.729980
	Iteration 8Q: 3 clusters Score -545265.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -545443.687500 Penalty: 4178.729980
	Iteration 9Q: 3 clusters Score -545443.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -545601.750000 Penalty: 4178.729980
	Iteration 10Q: 3 clusters Score -545601.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -545727.625000 Penalty: 4178.729980
	Iteration 11Q: 3 clusters Score -545727.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -545810.625000 Penalty: 4178.729980
	Iteration 12Q: 3 clusters Score -545810.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -545878.625000 Penalty: 4178.729980
	Iteration 13Q: 3 clusters Score -545878.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -545939.312500 Penalty: 4178.729980
	Iteration 14Q: 3 clusters Score -545939.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -545981.125000 Penalty: 4178.729980
	Iteration 15Q: 3 clusters Score -545981.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -546016.187500 Penalty: 4178.729980
	Iteration 16Q: 3 clusters Score -546016.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -546035.750000 Penalty: 4178.729980
	Iteration 17Q: 3 clusters Score -546035.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -546045.812500 Penalty: 4178.729980
	Iteration 18Q: 3 clusters Score -546045.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -546056.125000 Penalty: 4178.729980
	Iteration 19Q: 3 clusters Score -546056.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -546060.562500 Penalty: 4178.729980
	Iteration 20F: 3 clusters Score -546060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -546064.500000 Penalty: 4178.729980
	Iteration 21Q: 3 clusters Score -546064.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -546068.312500 Penalty: 4178.729980
	Iteration 22Q: 3 clusters Score -546068.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -546074.750000 Penalty: 4178.729980
	Iteration 23Q: 3 clusters Score -546074.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -546080.750000 Penalty: 4178.729980
	Iteration 24Q: 3 clusters Score -546080.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -546083.000000 Penalty: 4178.729980
	Iteration 25Q: 3 clusters Score -546083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -546085.312500 Penalty: 4178.729980
	Iteration 26Q: 3 clusters Score -546085.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -546088.187500 Penalty: 4178.729980
	Iteration 27Q: 3 clusters Score -546088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -546089.937500 Penalty: 4178.729980
	Iteration 28Q: 3 clusters Score -546089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -546089.875000 Penalty: 4178.729980
	Iteration 29Q: 3 clusters Score -546089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -546090.875000 Penalty: 4178.729980
	Iteration 30Q: 3 clusters Score -546090.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -546090.875000 Penalty: 4178.729980
	Iteration 31F: 3 clusters Score -546090.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (72558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72558 members 
Entering Unmasked Estep 
Score: -9260303.000000 Penalty: 2775.651123
	Iteration 0F: 2 clusters Score -9260303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -9211813.000000 Penalty: 5551.302246
	Iteration 0F: 3 clusters Score -9211813 nChanged 33883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -9230639.000000 Penalty: 5551.302246
	Iteration 1F: 3 clusters Score -9230639 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -9231462.000000 Penalty: 5551.302246
	Iteration 2Q: 3 clusters Score -9231462 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -9232512.000000 Penalty: 5551.302246
	Iteration 3Q: 3 clusters Score -9232512 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -9234422.000000 Penalty: 5551.302246
	Iteration 4F: 3 clusters Score -9234422 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -9237640.000000 Penalty: 5551.302246
	Iteration 5F: 3 clusters Score -9237640 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -9242563.000000 Penalty: 5551.302246
	Iteration 6F: 3 clusters Score -9242563 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -9248573.000000 Penalty: 5551.302246
	Iteration 7F: 3 clusters Score -9248573 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -9253799.000000 Penalty: 5551.302246
	Iteration 8F: 3 clusters Score -9253799 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -9256390.000000 Penalty: 5551.302246
	Iteration 9Q: 3 clusters Score -9256390 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71933 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9257301.000000 Penalty: 5551.302246
	Iteration 10Q: 3 clusters Score -9257301 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72187 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9257580.000000 Penalty: 5551.302246
	Iteration 11Q: 3 clusters Score -9257580 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72274 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9257704.000000 Penalty: 5551.302246
	Iteration 12Q: 3 clusters Score -9257704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9257744.000000 Penalty: 5551.302246
	Iteration 13Q: 3 clusters Score -9257744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9257782.000000 Penalty: 5551.302246
	Iteration 14Q: 3 clusters Score -9257782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72323 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9257809.000000 Penalty: 5551.302246
	Iteration 15Q: 3 clusters Score -9257809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9257822.000000 Penalty: 5551.302246
	Iteration 16Q: 3 clusters Score -9257822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9257841.000000 Penalty: 5551.302246
	Iteration 17Q: 3 clusters Score -9257841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72336 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9257844.000000 Penalty: 5551.302246
	Iteration 18Q: 3 clusters Score -9257844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9257847.000000 Penalty: 5551.302246
	Iteration 19Q: 3 clusters Score -9257847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9257853.000000 Penalty: 5551.302246
	Iteration 20F: 3 clusters Score -9257853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72346 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9257858.000000 Penalty: 5551.302246
	Iteration 21Q: 3 clusters Score -9257858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9257869.000000 Penalty: 5551.302246
	Iteration 22Q: 3 clusters Score -9257869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72351 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9257872.000000 Penalty: 5551.302246
	Iteration 23Q: 3 clusters Score -9257872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72351 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9257872.000000 Penalty: 5551.302246
	Iteration 24F: 3 clusters Score -9257872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -45291.183594 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -45291.18 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 218 members 
Entering Unmasked Estep 
Score: -43788.421875 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -43788.42 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44045.007812 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -44045.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44378.515625 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -44378.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44770.246094 Penalty: 3020.166260
	Iteration 3F: 3 clusters Score -44770.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44892.179688 Penalty: 3020.166260
	Iteration 4F: 3 clusters Score -44892.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -44941.058594 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -44941.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -44982.023438 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -44982.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -45031.859375 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -45031.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45049.300781 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -45049.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45056.667969 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -45056.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45056.667969 Penalty: 3020.166260
	Iteration 10F: 3 clusters Score -45056.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Entering Unmasked Estep 
Score: -1521818.500000 Penalty: 2318.717529
	Iteration 0F: 2 clusters Score -1521818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1513177.750000 Penalty: 4637.435059
	Iteration 0F: 3 clusters Score -1513178 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1515693.625000 Penalty: 4637.435059
	Iteration 1F: 3 clusters Score -1515694 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1515972.000000 Penalty: 4637.435059
	Iteration 2F: 3 clusters Score -1515972 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1516176.875000 Penalty: 4637.435059
	Iteration 3Q: 3 clusters Score -1516177 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1516321.125000 Penalty: 4637.435059
	Iteration 4Q: 3 clusters Score -1516321 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1516434.625000 Penalty: 4637.435059
	Iteration 5Q: 3 clusters Score -1516435 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1516528.500000 Penalty: 4637.435059
	Iteration 6Q: 3 clusters Score -1516528 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1516624.750000 Penalty: 4637.435059
	Iteration 7Q: 3 clusters Score -1516625 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1516733.250000 Penalty: 4637.435059
	Iteration 8Q: 3 clusters Score -1516733 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1516843.250000 Penalty: 4637.435059
	Iteration 9Q: 3 clusters Score -1516843 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1516960.125000 Penalty: 4637.435059
	Iteration 10Q: 3 clusters Score -1516960 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1517111.125000 Penalty: 4637.435059
	Iteration 11Q: 3 clusters Score -1517111 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1517282.125000 Penalty: 4637.435059
	Iteration 12Q: 3 clusters Score -1517282 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1517524.875000 Penalty: 4637.435059
	Iteration 13Q: 3 clusters Score -1517525 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1517823.500000 Penalty: 4637.435059
	Iteration 14Q: 3 clusters Score -1517824 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1518170.500000 Penalty: 4637.435059
	Iteration 15Q: 3 clusters Score -1518170 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1518545.000000 Penalty: 4637.435059
	Iteration 16Q: 3 clusters Score -1518545 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1518914.500000 Penalty: 4637.435059
	Iteration 17Q: 3 clusters Score -1518914 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1519191.625000 Penalty: 4637.435059
	Iteration 18Q: 3 clusters Score -1519192 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1519390.375000 Penalty: 4637.435059
	Iteration 19Q: 3 clusters Score -1519390 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1519508.375000 Penalty: 4637.435059
	Iteration 20F: 3 clusters Score -1519508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1519599.250000 Penalty: 4637.435059
	Iteration 21Q: 3 clusters Score -1519599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1519656.500000 Penalty: 4637.435059
	Iteration 22Q: 3 clusters Score -1519656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1519689.500000 Penalty: 4637.435059
	Iteration 23Q: 3 clusters Score -1519690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1519706.875000 Penalty: 4637.435059
	Iteration 24Q: 3 clusters Score -1519707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1519720.625000 Penalty: 4637.435059
	Iteration 25Q: 3 clusters Score -1519721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1519738.500000 Penalty: 4637.435059
	Iteration 26Q: 3 clusters Score -1519738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1519751.125000 Penalty: 4637.435059
	Iteration 27Q: 3 clusters Score -1519751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1519761.375000 Penalty: 4637.435059
	Iteration 28Q: 3 clusters Score -1519761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1519769.875000 Penalty: 4637.435059
	Iteration 29Q: 3 clusters Score -1519770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1519776.000000 Penalty: 4637.435059
	Iteration 30Q: 3 clusters Score -1519776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1519784.500000 Penalty: 4637.435059
	Iteration 31Q: 3 clusters Score -1519784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1519785.125000 Penalty: 4637.435059
	Iteration 32Q: 3 clusters Score -1519785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1519788.750000 Penalty: 4637.435059
	Iteration 33Q: 3 clusters Score -1519789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1519788.625000 Penalty: 4637.435059
	Iteration 34Q: 3 clusters Score -1519789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1519789.875000 Penalty: 4637.435059
	Iteration 35Q: 3 clusters Score -1519790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1519789.875000 Penalty: 4637.435059
	Iteration 36F: 3 clusters Score -1519790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Entering Unmasked Estep 
Score: -5160285.500000 Penalty: 2632.188477
	Iteration 0F: 2 clusters Score -5160286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -5132633.500000 Penalty: 5264.376953
	Iteration 0F: 3 clusters Score -5132634 nChanged 18660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -5142959.500000 Penalty: 5264.376953
	Iteration 1F: 3 clusters Score -5142960 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -5143392.000000 Penalty: 5264.376953
	Iteration 2Q: 3 clusters Score -5143392 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -5143799.500000 Penalty: 5264.376953
	Iteration 3Q: 3 clusters Score -5143800 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -5144278.500000 Penalty: 5264.376953
	Iteration 4Q: 3 clusters Score -5144278 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -5144939.000000 Penalty: 5264.376953
	Iteration 5Q: 3 clusters Score -5144939 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -5145895.000000 Penalty: 5264.376953
	Iteration 6Q: 3 clusters Score -5145895 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -5147398.000000 Penalty: 5264.376953
	Iteration 7F: 3 clusters Score -5147398 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -5149656.000000 Penalty: 5264.376953
	Iteration 8F: 3 clusters Score -5149656 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -5152504.000000 Penalty: 5264.376953
	Iteration 9F: 3 clusters Score -5152504 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5155028.000000 Penalty: 5264.376953
	Iteration 10F: 3 clusters Score -5155028 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5156623.500000 Penalty: 5264.376953
	Iteration 11Q: 3 clusters Score -5156624 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5157367.000000 Penalty: 5264.376953
	Iteration 12Q: 3 clusters Score -5157367 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5157653.000000 Penalty: 5264.376953
	Iteration 13Q: 3 clusters Score -5157653 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5157794.500000 Penalty: 5264.376953
	Iteration 14Q: 3 clusters Score -5157794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5157855.000000 Penalty: 5264.376953
	Iteration 15Q: 3 clusters Score -5157855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5157891.000000 Penalty: 5264.376953
	Iteration 16Q: 3 clusters Score -5157891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5157912.000000 Penalty: 5264.376953
	Iteration 17Q: 3 clusters Score -5157912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5157942.000000 Penalty: 5264.376953
	Iteration 18Q: 3 clusters Score -5157942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5157961.000000 Penalty: 5264.376953
	Iteration 19Q: 3 clusters Score -5157961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5157972.500000 Penalty: 5264.376953
	Iteration 20F: 3 clusters Score -5157972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5157983.500000 Penalty: 5264.376953
	Iteration 21Q: 3 clusters Score -5157984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5157993.500000 Penalty: 5264.376953
	Iteration 22Q: 3 clusters Score -5157994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5158000.500000 Penalty: 5264.376953
	Iteration 23Q: 3 clusters Score -5158000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5158002.500000 Penalty: 5264.376953
	Iteration 24Q: 3 clusters Score -5158002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5158007.000000 Penalty: 5264.376953
	Iteration 25Q: 3 clusters Score -5158007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5158006.500000 Penalty: 5264.376953
	Iteration 26Q: 3 clusters Score -5158006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5158006.500000 Penalty: 5264.376953
	Iteration 27F: 3 clusters Score -5158006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79376 members 
Entering Unmasked Estep 
Score: -10054080.000000 Penalty: 2797.923828
	Iteration 0F: 2 clusters Score -1.005408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -10001139.000000 Penalty: 5595.847656
	Iteration 0F: 3 clusters Score -1.000114e+07 nChanged 37151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -10021827.000000 Penalty: 5595.847656
	Iteration 1F: 3 clusters Score -1.002183e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -10022396.000000 Penalty: 5595.847656
	Iteration 2Q: 3 clusters Score -1.00224e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -10023025.000000 Penalty: 5595.847656
	Iteration 3Q: 3 clusters Score -1.002302e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -10023925.000000 Penalty: 5595.847656
	Iteration 4Q: 3 clusters Score -1.002392e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -10025345.000000 Penalty: 5595.847656
	Iteration 5Q: 3 clusters Score -1.002534e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -10027863.000000 Penalty: 5595.847656
	Iteration 6F: 3 clusters Score -1.002786e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -10031914.000000 Penalty: 5595.847656
	Iteration 7F: 3 clusters Score -1.003191e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -10037458.000000 Penalty: 5595.847656
	Iteration 8F: 3 clusters Score -1.003746e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -10043487.000000 Penalty: 5595.847656
	Iteration 9F: 3 clusters Score -1.004349e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -10048256.000000 Penalty: 5595.847656
	Iteration 10F: 3 clusters Score -1.004826e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75052 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -10051186.000000 Penalty: 5595.847656
	Iteration 11Q: 3 clusters Score -1.005119e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -10052533.000000 Penalty: 5595.847656
	Iteration 12Q: 3 clusters Score -1.005253e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76011 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -10053012.000000 Penalty: 5595.847656
	Iteration 13Q: 3 clusters Score -1.005301e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -10053154.000000 Penalty: 5595.847656
	Iteration 14Q: 3 clusters Score -1.005315e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76098 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -10053208.000000 Penalty: 5595.847656
	Iteration 15Q: 3 clusters Score -1.005321e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -10053258.000000 Penalty: 5595.847656
	Iteration 16Q: 3 clusters Score -1.005326e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76159 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -10053278.000000 Penalty: 5595.847656
	Iteration 17Q: 3 clusters Score -1.005328e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76195 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -10053291.000000 Penalty: 5595.847656
	Iteration 18Q: 3 clusters Score -1.005329e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76230 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -10053309.000000 Penalty: 5595.847656
	Iteration 19Q: 3 clusters Score -1.005331e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -10053313.000000 Penalty: 5595.847656
	Iteration 20F: 3 clusters Score -1.005331e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76276 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -10053324.000000 Penalty: 5595.847656
	Iteration 21Q: 3 clusters Score -1.005332e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76287 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -10053324.000000 Penalty: 5595.847656
	Iteration 22Q: 3 clusters Score -1.005332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -10053337.000000 Penalty: 5595.847656
	Iteration 23Q: 3 clusters Score -1.005334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76304 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -10053340.000000 Penalty: 5595.847656
	Iteration 24Q: 3 clusters Score -1.005334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -10053355.000000 Penalty: 5595.847656
	Iteration 25Q: 3 clusters Score -1.005336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -10053355.000000 Penalty: 5595.847656
	Iteration 26Q: 3 clusters Score -1.005336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -10053363.000000 Penalty: 5595.847656
	Iteration 27Q: 3 clusters Score -1.005336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -10053353.000000 Penalty: 5595.847656
	Iteration 28Q: 3 clusters Score -1.005335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76324 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -10053348.000000 Penalty: 5595.847656
	Iteration 29Q: 3 clusters Score -1.005335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76328 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -10053363.000000 Penalty: 5595.847656
	Iteration 30Q: 3 clusters Score -1.005336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -10053357.000000 Penalty: 5595.847656
	Iteration 31Q: 3 clusters Score -1.005336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -10053366.000000 Penalty: 5595.847656
	Iteration 32Q: 3 clusters Score -1.005337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76336 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -10053366.000000 Penalty: 5595.847656
	Iteration 33Q: 3 clusters Score -1.005337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76341 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -10053363.000000 Penalty: 5595.847656
	Iteration 34Q: 3 clusters Score -1.005336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -10053366.000000 Penalty: 5595.847656
	Iteration 35Q: 3 clusters Score -1.005337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76359 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -10053362.000000 Penalty: 5595.847656
	Iteration 36Q: 3 clusters Score -1.005336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -10053361.000000 Penalty: 5595.847656
	Iteration 37Q: 3 clusters Score -1.005336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -10053360.000000 Penalty: 5595.847656
	Iteration 38Q: 3 clusters Score -1.005336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -10053357.000000 Penalty: 5595.847656
	Iteration 39Q: 3 clusters Score -1.005336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -10053360.000000 Penalty: 5595.847656
	Iteration 40F: 3 clusters Score -1.005336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76356 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -10053365.000000 Penalty: 5595.847656
	Iteration 41Q: 3 clusters Score -1.005336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76356 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -10053365.000000 Penalty: 5595.847656
	Iteration 42F: 3 clusters Score -1.005336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (169904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169904 members 
Entering Unmasked Estep 
Score: -21699426.000000 Penalty: 2986.661133
	Iteration 0F: 2 clusters Score -2.169943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85214 members 
Mstep: Class 2 contains 84690 members 
Entering Unmasked Estep 
Score: -21590690.000000 Penalty: 5973.322266
	Iteration 0F: 3 clusters Score -2.159069e+07 nChanged 81283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90683 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -21638532.000000 Penalty: 5973.322266
	Iteration 1F: 3 clusters Score -2.163853e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94086 members 
Mstep: Class 2 contains 75818 members 
Entering Unmasked Estep 
Score: -21640030.000000 Penalty: 5973.322266
	Iteration 2Q: 3 clusters Score -2.164003e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99411 members 
Mstep: Class 2 contains 70493 members 
Entering Unmasked Estep 
Score: -21642506.000000 Penalty: 5973.322266
	Iteration 3Q: 3 clusters Score -2.164251e+07 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107313 members 
Mstep: Class 2 contains 62591 members 
Entering Unmasked Estep 
Score: -21646538.000000 Penalty: 5973.322266
	Iteration 4F: 3 clusters Score -2.164654e+07 nChanged 11424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118317 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -21653734.000000 Penalty: 5973.322266
	Iteration 5F: 3 clusters Score -2.165373e+07 nChanged 14056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132213 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -21665130.000000 Penalty: 5973.322266
	Iteration 6F: 3 clusters Score -2.166513e+07 nChanged 14718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146895 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -21678608.000000 Penalty: 5973.322266
	Iteration 7F: 3 clusters Score -2.167861e+07 nChanged 11809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158692 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -21688996.000000 Penalty: 5973.322266
	Iteration 8F: 3 clusters Score -2.1689e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165609 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -21694124.000000 Penalty: 5973.322266
	Iteration 9Q: 3 clusters Score -2.169412e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168376 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -21695874.000000 Penalty: 5973.322266
	Iteration 10Q: 3 clusters Score -2.169587e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169246 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -21696514.000000 Penalty: 5973.322266
	Iteration 11Q: 3 clusters Score -2.169651e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169476 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -21696658.000000 Penalty: 5973.322266
	Iteration 12Q: 3 clusters Score -2.169666e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169547 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -21696720.000000 Penalty: 5973.322266
	Iteration 13Q: 3 clusters Score -2.169672e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169585 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -21696806.000000 Penalty: 5973.322266
	Iteration 14Q: 3 clusters Score -2.169681e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169590 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -21696822.000000 Penalty: 5973.322266
	Iteration 15Q: 3 clusters Score -2.169682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169600 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -21696820.000000 Penalty: 5973.322266
	Iteration 16Q: 3 clusters Score -2.169682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169612 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21696850.000000 Penalty: 5973.322266
	Iteration 17Q: 3 clusters Score -2.169685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169616 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21696844.000000 Penalty: 5973.322266
	Iteration 18Q: 3 clusters Score -2.169684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169617 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21696852.000000 Penalty: 5973.322266
	Iteration 19Q: 3 clusters Score -2.169685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169619 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -21696838.000000 Penalty: 5973.322266
	Iteration 20F: 3 clusters Score -2.169684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169620 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21696846.000000 Penalty: 5973.322266
	Iteration 21Q: 3 clusters Score -2.169685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169620 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21696846.000000 Penalty: 5973.322266
	Iteration 22F: 3 clusters Score -2.169685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (136662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136662 members 
Entering Unmasked Estep 
Score: -17409108.000000 Penalty: 2932.666016
	Iteration 0F: 2 clusters Score -1.740911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68401 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -17318818.000000 Penalty: 5865.332031
	Iteration 0F: 3 clusters Score -1.731882e+07 nChanged 65184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69731 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -17356930.000000 Penalty: 5865.332031
	Iteration 1F: 3 clusters Score -1.735693e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -17358108.000000 Penalty: 5865.332031
	Iteration 2Q: 3 clusters Score -1.735811e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -17359898.000000 Penalty: 5865.332031
	Iteration 3Q: 3 clusters Score -1.73599e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75902 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -17362594.000000 Penalty: 5865.332031
	Iteration 4Q: 3 clusters Score -1.736259e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -17366644.000000 Penalty: 5865.332031
	Iteration 5F: 3 clusters Score -1.736664e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86418 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -17372502.000000 Penalty: 5865.332031
	Iteration 6F: 3 clusters Score -1.73725e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93387 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -17380234.000000 Penalty: 5865.332031
	Iteration 7F: 3 clusters Score -1.738023e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -17388076.000000 Penalty: 5865.332031
	Iteration 8F: 3 clusters Score -1.738808e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104565 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -17393808.000000 Penalty: 5865.332031
	Iteration 9F: 3 clusters Score -1.739381e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107588 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -17396644.000000 Penalty: 5865.332031
	Iteration 10Q: 3 clusters Score -1.739664e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109977 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -17398186.000000 Penalty: 5865.332031
	Iteration 11Q: 3 clusters Score -1.739819e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112173 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -17399266.000000 Penalty: 5865.332031
	Iteration 12Q: 3 clusters Score -1.739927e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114213 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -17400228.000000 Penalty: 5865.332031
	Iteration 13Q: 3 clusters Score -1.740023e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116150 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -17401026.000000 Penalty: 5865.332031
	Iteration 14Q: 3 clusters Score -1.740103e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117869 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -17401676.000000 Penalty: 5865.332031
	Iteration 15Q: 3 clusters Score -1.740168e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119526 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -17402274.000000 Penalty: 5865.332031
	Iteration 16Q: 3 clusters Score -1.740227e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121016 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -17402860.000000 Penalty: 5865.332031
	Iteration 17Q: 3 clusters Score -1.740286e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122340 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -17403296.000000 Penalty: 5865.332031
	Iteration 18Q: 3 clusters Score -1.74033e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123594 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -17403676.000000 Penalty: 5865.332031
	Iteration 19Q: 3 clusters Score -1.740368e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124745 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -17404066.000000 Penalty: 5865.332031
	Iteration 20F: 3 clusters Score -1.740407e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125789 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -17404472.000000 Penalty: 5865.332031
	Iteration 21Q: 3 clusters Score -1.740447e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126749 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -17404702.000000 Penalty: 5865.332031
	Iteration 22Q: 3 clusters Score -1.74047e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127619 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -17405024.000000 Penalty: 5865.332031
	Iteration 23Q: 3 clusters Score -1.740502e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128382 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -17405326.000000 Penalty: 5865.332031
	Iteration 24Q: 3 clusters Score -1.740533e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129118 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -17405570.000000 Penalty: 5865.332031
	Iteration 25Q: 3 clusters Score -1.740557e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129733 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -17405776.000000 Penalty: 5865.332031
	Iteration 26Q: 3 clusters Score -1.740578e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130307 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -17405962.000000 Penalty: 5865.332031
	Iteration 27Q: 3 clusters Score -1.740596e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130847 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -17406106.000000 Penalty: 5865.332031
	Iteration 28Q: 3 clusters Score -1.740611e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131338 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -17406264.000000 Penalty: 5865.332031
	Iteration 29Q: 3 clusters Score -1.740626e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131761 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -17406348.000000 Penalty: 5865.332031
	Iteration 30Q: 3 clusters Score -1.740635e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132121 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -17406432.000000 Penalty: 5865.332031
	Iteration 31Q: 3 clusters Score -1.740643e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132429 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -17406470.000000 Penalty: 5865.332031
	Iteration 32Q: 3 clusters Score -1.740647e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132705 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -17406546.000000 Penalty: 5865.332031
	Iteration 33Q: 3 clusters Score -1.740655e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132939 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -17406626.000000 Penalty: 5865.332031
	Iteration 34Q: 3 clusters Score -1.740663e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133150 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -17406714.000000 Penalty: 5865.332031
	Iteration 35Q: 3 clusters Score -1.740671e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133344 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -17406756.000000 Penalty: 5865.332031
	Iteration 36Q: 3 clusters Score -1.740676e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133514 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -17406826.000000 Penalty: 5865.332031
	Iteration 37Q: 3 clusters Score -1.740683e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133667 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -17406864.000000 Penalty: 5865.332031
	Iteration 38Q: 3 clusters Score -1.740686e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133798 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -17406892.000000 Penalty: 5865.332031
	Iteration 39Q: 3 clusters Score -1.740689e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133939 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -17406950.000000 Penalty: 5865.332031
	Iteration 40F: 3 clusters Score -1.740695e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134058 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -17406962.000000 Penalty: 5865.332031
	Iteration 41Q: 3 clusters Score -1.740696e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134159 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -17407028.000000 Penalty: 5865.332031
	Iteration 42Q: 3 clusters Score -1.740703e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134249 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -17407062.000000 Penalty: 5865.332031
	Iteration 43Q: 3 clusters Score -1.740706e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134316 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -17407064.000000 Penalty: 5865.332031
	Iteration 44Q: 3 clusters Score -1.740706e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134381 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -17407088.000000 Penalty: 5865.332031
	Iteration 45Q: 3 clusters Score -1.740709e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134447 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -17407116.000000 Penalty: 5865.332031
	Iteration 46Q: 3 clusters Score -1.740712e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134494 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -17407102.000000 Penalty: 5865.332031
	Iteration 47Q: 3 clusters Score -1.74071e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134544 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -17407126.000000 Penalty: 5865.332031
	Iteration 48Q: 3 clusters Score -1.740713e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134578 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -17407146.000000 Penalty: 5865.332031
	Iteration 49Q: 3 clusters Score -1.740715e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134601 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -17407126.000000 Penalty: 5865.332031
	Iteration 50Q: 3 clusters Score -1.740713e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134631 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -17407138.000000 Penalty: 5865.332031
	Iteration 51Q: 3 clusters Score -1.740714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134654 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -17407142.000000 Penalty: 5865.332031
	Iteration 52Q: 3 clusters Score -1.740714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134668 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -17407148.000000 Penalty: 5865.332031
	Iteration 53Q: 3 clusters Score -1.740715e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134681 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -17407152.000000 Penalty: 5865.332031
	Iteration 54Q: 3 clusters Score -1.740715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134688 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -17407138.000000 Penalty: 5865.332031
	Iteration 55Q: 3 clusters Score -1.740714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134694 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -17407144.000000 Penalty: 5865.332031
	Iteration 56Q: 3 clusters Score -1.740714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134698 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -17407150.000000 Penalty: 5865.332031
	Iteration 57Q: 3 clusters Score -1.740715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134707 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -17407166.000000 Penalty: 5865.332031
	Iteration 58Q: 3 clusters Score -1.740717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134715 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -17407164.000000 Penalty: 5865.332031
	Iteration 59Q: 3 clusters Score -1.740716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134723 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -17407174.000000 Penalty: 5865.332031
	Iteration 60F: 3 clusters Score -1.740717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134731 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -17407182.000000 Penalty: 5865.332031
	Iteration 61Q: 3 clusters Score -1.740718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134736 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -17407182.000000 Penalty: 5865.332031
	Iteration 62Q: 3 clusters Score -1.740718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134739 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -17407180.000000 Penalty: 5865.332031
	Iteration 63Q: 3 clusters Score -1.740718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134741 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -17407172.000000 Penalty: 5865.332031
	Iteration 64Q: 3 clusters Score -1.740717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134741 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -17407184.000000 Penalty: 5865.332031
	Iteration 65Q: 3 clusters Score -1.740718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134743 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -17407184.000000 Penalty: 5865.332031
	Iteration 66Q: 3 clusters Score -1.740718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134745 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -17407190.000000 Penalty: 5865.332031
	Iteration 67Q: 3 clusters Score -1.740719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134750 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -17407182.000000 Penalty: 5865.332031
	Iteration 68Q: 3 clusters Score -1.740718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134754 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -17407186.000000 Penalty: 5865.332031
	Iteration 69Q: 3 clusters Score -1.740719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134755 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -17407190.000000 Penalty: 5865.332031
	Iteration 70Q: 3 clusters Score -1.740719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134756 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -17407190.000000 Penalty: 5865.332031
	Iteration 71Q: 3 clusters Score -1.740719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134758 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -17407190.000000 Penalty: 5865.332031
	Iteration 72Q: 3 clusters Score -1.740719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134758 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -17407190.000000 Penalty: 5865.332031
	Iteration 73F: 3 clusters Score -1.740719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (159757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159757 members 
Entering Unmasked Estep 
Score: -20478476.000000 Penalty: 2971.389404
	Iteration 0F: 2 clusters Score -2.047848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 80048 members 
Entering Unmasked Estep 
Score: -20375198.000000 Penalty: 5942.778809
	Iteration 0F: 3 clusters Score -2.03752e+07 nChanged 76314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
Score: -20420092.000000 Penalty: 5942.778809
	Iteration 1F: 3 clusters Score -2.042009e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 88114 members 
Entering Unmasked Estep 
Score: -20421628.000000 Penalty: 5942.778809
	Iteration 2Q: 3 clusters Score -2.042163e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66868 members 
Mstep: Class 2 contains 92889 members 
Entering Unmasked Estep 
Score: -20424040.000000 Penalty: 5942.778809
	Iteration 3Q: 3 clusters Score -2.042404e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59937 members 
Mstep: Class 2 contains 99820 members 
Entering Unmasked Estep 
Score: -20427906.000000 Penalty: 5942.778809
	Iteration 4F: 3 clusters Score -2.042791e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 109322 members 
Entering Unmasked Estep 
Score: -20434704.000000 Penalty: 5942.778809
	Iteration 5F: 3 clusters Score -2.04347e+07 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 121079 members 
Entering Unmasked Estep 
Score: -20444576.000000 Penalty: 5942.778809
	Iteration 6F: 3 clusters Score -2.044458e+07 nChanged 12758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 133545 members 
Entering Unmasked Estep 
Score: -20456372.000000 Penalty: 5942.778809
	Iteration 7F: 3 clusters Score -2.045637e+07 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 144112 members 
Entering Unmasked Estep 
Score: -20466376.000000 Penalty: 5942.778809
	Iteration 8F: 3 clusters Score -2.046638e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 151390 members 
Entering Unmasked Estep 
Score: -20472368.000000 Penalty: 5942.778809
	Iteration 9Q: 3 clusters Score -2.047237e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 155806 members 
Entering Unmasked Estep 
Score: -20474798.000000 Penalty: 5942.778809
	Iteration 10Q: 3 clusters Score -2.04748e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 157955 members 
Entering Unmasked Estep 
Score: -20475592.000000 Penalty: 5942.778809
	Iteration 11Q: 3 clusters Score -2.047559e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 158819 members 
Entering Unmasked Estep 
Score: -20475744.000000 Penalty: 5942.778809
	Iteration 12Q: 3 clusters Score -2.047574e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 159122 members 
Entering Unmasked Estep 
Score: -20475850.000000 Penalty: 5942.778809
	Iteration 13Q: 3 clusters Score -2.047585e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 159251 members 
Entering Unmasked Estep 
Score: -20475920.000000 Penalty: 5942.778809
	Iteration 14Q: 3 clusters Score -2.047592e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 159315 members 
Entering Unmasked Estep 
Score: -20475978.000000 Penalty: 5942.778809
	Iteration 15Q: 3 clusters Score -2.047598e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 159346 members 
Entering Unmasked Estep 
Score: -20476000.000000 Penalty: 5942.778809
	Iteration 16Q: 3 clusters Score -2.0476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 159359 members 
Entering Unmasked Estep 
Score: -20476026.000000 Penalty: 5942.778809
	Iteration 17Q: 3 clusters Score -2.047603e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 159374 members 
Entering Unmasked Estep 
Score: -20476026.000000 Penalty: 5942.778809
	Iteration 18Q: 3 clusters Score -2.047603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 159380 members 
Entering Unmasked Estep 
Score: -20476040.000000 Penalty: 5942.778809
	Iteration 19Q: 3 clusters Score -2.047604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 159385 members 
Entering Unmasked Estep 
Score: -20476040.000000 Penalty: 5942.778809
	Iteration 20F: 3 clusters Score -2.047604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 159391 members 
Entering Unmasked Estep 
Score: -20476052.000000 Penalty: 5942.778809
	Iteration 21Q: 3 clusters Score -2.047605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 159395 members 
Entering Unmasked Estep 
Score: -20476066.000000 Penalty: 5942.778809
	Iteration 22Q: 3 clusters Score -2.047607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 159398 members 
Entering Unmasked Estep 
Score: -20476050.000000 Penalty: 5942.778809
	Iteration 23Q: 3 clusters Score -2.047605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 159399 members 
Entering Unmasked Estep 
Score: -20476066.000000 Penalty: 5942.778809
	Iteration 24Q: 3 clusters Score -2.047607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 159398 members 
Entering Unmasked Estep 
Score: -20476060.000000 Penalty: 5942.778809
	Iteration 25Q: 3 clusters Score -2.047606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 159399 members 
Entering Unmasked Estep 
Score: -20476068.000000 Penalty: 5942.778809
	Iteration 26Q: 3 clusters Score -2.047607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 159400 members 
Entering Unmasked Estep 
Score: -20476078.000000 Penalty: 5942.778809
	Iteration 27Q: 3 clusters Score -2.047608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 159400 members 
Entering Unmasked Estep 
Score: -20476084.000000 Penalty: 5942.778809
	Iteration 28Q: 3 clusters Score -2.047608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 159400 members 
Entering Unmasked Estep 
Score: -20476084.000000 Penalty: 5942.778809
	Iteration 29F: 3 clusters Score -2.047608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -271490.093750 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -271490.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -268788.093750 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -268788.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -269265.437500 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -269265.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -269378.781250 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -269378.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -269441.562500 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -269441.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -269479.625000 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -269479.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -269509.812500 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -269509.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -269535.312500 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -269535.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -269562.750000 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -269562.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -269577.968750 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -269578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -269591.000000 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -269591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -269601.250000 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -269601.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -269606.125000 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -269606.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -269618.500000 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -269618.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -269626.375000 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -269626.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -269632.250000 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -269632.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -269640.031250 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -269640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -269646.812500 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -269646.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -269652.968750 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -269653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -269660.000000 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -269660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -269663.312500 Penalty: 3810.511230
	Iteration 19Q: 3 clusters Score -269663.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -269666.250000 Penalty: 3810.511230
	Iteration 20F: 3 clusters Score -269666.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -269667.437500 Penalty: 3810.511230
	Iteration 21Q: 3 clusters Score -269667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -269669.187500 Penalty: 3810.511230
	Iteration 22Q: 3 clusters Score -269669.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -269669.156250 Penalty: 3810.511230
	Iteration 23Q: 3 clusters Score -269669.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -269669.156250 Penalty: 3810.511230
	Iteration 24F: 3 clusters Score -269669.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -243048.187500 Penalty: 1879.633667
	Iteration 0F: 2 clusters Score -243048.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -240464.187500 Penalty: 3759.267334
	Iteration 0F: 3 clusters Score -240464.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -240953.468750 Penalty: 3759.267334
	Iteration 1F: 3 clusters Score -240953.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -241108.796875 Penalty: 3759.267334
	Iteration 2F: 3 clusters Score -241108.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -241193.906250 Penalty: 3759.267334
	Iteration 3Q: 3 clusters Score -241193.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -241256.781250 Penalty: 3759.267334
	Iteration 4Q: 3 clusters Score -241256.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -241292.796875 Penalty: 3759.267334
	Iteration 5Q: 3 clusters Score -241292.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -241325.984375 Penalty: 3759.267334
	Iteration 6Q: 3 clusters Score -241326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -241349.625000 Penalty: 3759.267334
	Iteration 7Q: 3 clusters Score -241349.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -241373.437500 Penalty: 3759.267334
	Iteration 8Q: 3 clusters Score -241373.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -241389.234375 Penalty: 3759.267334
	Iteration 9Q: 3 clusters Score -241389.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -241401.390625 Penalty: 3759.267334
	Iteration 10Q: 3 clusters Score -241401.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -241411.484375 Penalty: 3759.267334
	Iteration 11Q: 3 clusters Score -241411.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -241419.687500 Penalty: 3759.267334
	Iteration 12Q: 3 clusters Score -241419.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -241424.703125 Penalty: 3759.267334
	Iteration 13Q: 3 clusters Score -241424.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -241429.609375 Penalty: 3759.267334
	Iteration 14Q: 3 clusters Score -241429.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -241432.296875 Penalty: 3759.267334
	Iteration 15Q: 3 clusters Score -241432.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -241434.390625 Penalty: 3759.267334
	Iteration 16Q: 3 clusters Score -241434.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -241436.156250 Penalty: 3759.267334
	Iteration 17Q: 3 clusters Score -241436.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -241437.687500 Penalty: 3759.267334
	Iteration 18Q: 3 clusters Score -241437.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -241437.734375 Penalty: 3759.267334
	Iteration 19Q: 3 clusters Score -241437.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -241437.734375 Penalty: 3759.267334
	Iteration 20F: 3 clusters Score -241437.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -56210.609375 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -56210.61 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 286 members 
Entering Unmasked Estep 
Score: -54932.957031 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -54932.96 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55755.167969 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -55755.17 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -56054.175781 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -56054.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -56225.765625 Penalty: 3127.006592
	Iteration 3F: 3 clusters Score -56225.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -56324.097656 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -56324.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -56371.660156 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -56371.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -56371.660156 Penalty: 3127.006592
	Iteration 6F: 3 clusters Score -56371.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54436 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 40624 members 
Mstep: Class 5 contains 14658 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 75619 members 
Mstep: Class 8 contains 149660 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 111652 members 
Mstep: Class 11 contains 9243 members 
Mstep: Class 12 contains 151876 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72558 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11495 members 
Mstep: Class 17 contains 40687 members 
Mstep: Class 18 contains 79376 members 
Mstep: Class 19 contains 169904 members 
Mstep: Class 20 contains 136662 members 
Mstep: Class 21 contains 159757 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 356 members 
Mstep: Class 26 contains 66 members 
Entering Unmasked Estep 
Score: -161327984.000000 Penalty: 90729.132812
Splitting cluster 24 changes total score from -161329744.000000 to -161327984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (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: -34982.871094 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -34982.87 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: -33694.910156 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -33694.91 nChanged 72
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: -33988.335938 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -33988.34 nChanged 20
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: -34140.109375 Penalty: 2913.965820
	Iteration 2F: 3 clusters Score -34140.11 nChanged 18
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: -34255.066406 Penalty: 2913.965820
	Iteration 3F: 3 clusters Score -34255.07 nChanged 10
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: -34399.292969 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -34399.29 nChanged 11
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: -34491.230469 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -34491.23 nChanged 8
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: -34614.628906 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -34614.63 nChanged 7
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: -34733.171875 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -34733.17 nChanged 8
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: -35132.679688 Penalty: 2913.965820
	Iteration 8Q: 3 clusters Score -35132.68 nChanged 8
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: -35180.640625 Penalty: 2913.965820
	Iteration 9Q: 3 clusters Score -35180.64 nChanged 6
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: -35260.070312 Penalty: 2913.965820
	Iteration 10Q: 3 clusters Score -35260.07 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: -35303.957031 Penalty: 2913.965820
	Iteration 11Q: 3 clusters Score -35303.96 nChanged 3
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: -35317.273438 Penalty: 2913.965820
	Iteration 12Q: 3 clusters Score -35317.27 nChanged 2
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: -35330.109375 Penalty: 2913.965820
	Iteration 13Q: 3 clusters Score -35330.11 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: -35330.109375 Penalty: 2913.965820
	Iteration 14F: 3 clusters Score -35330.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54436 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 40624 members 
Mstep: Class 5 contains 14658 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 75619 members 
Mstep: Class 8 contains 149660 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 111652 members 
Mstep: Class 11 contains 9243 members 
Mstep: Class 12 contains 151876 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72558 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11495 members 
Mstep: Class 17 contains 40687 members 
Mstep: Class 18 contains 79376 members 
Mstep: Class 19 contains 169904 members 
Mstep: Class 20 contains 136662 members 
Mstep: Class 21 contains 159757 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 167 members 
Mstep: Class 26 contains 189 members 
Entering Unmasked Estep 
Score: -161328064.000000 Penalty: 90729.132812
Splitting cluster 25 changes total score from -161329744.000000 to -161328064.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54436 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 40624 members 
Mstep: Class 5 contains 14658 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 75619 members 
Mstep: Class 8 contains 149660 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 111652 members 
Mstep: Class 11 contains 9243 members 
Mstep: Class 12 contains 151876 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72558 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11495 members 
Mstep: Class 17 contains 40687 members 
Mstep: Class 18 contains 79376 members 
Mstep: Class 19 contains 169904 members 
Mstep: Class 20 contains 136662 members 
Mstep: Class 21 contains 159757 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161329856.000000 Penalty: 87239.546875
Iteration 479Q: 26 clusters Score -1.613299e+08 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54438 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 40678 members 
Mstep: Class 5 contains 14677 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 74826 members 
Mstep: Class 8 contains 149693 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 111856 members 
Mstep: Class 11 contains 9240 members 
Mstep: Class 12 contains 151978 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72547 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11502 members 
Mstep: Class 17 contains 40659 members 
Mstep: Class 18 contains 79391 members 
Mstep: Class 19 contains 169830 members 
Mstep: Class 20 contains 137057 members 
Mstep: Class 21 contains 159834 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330160.000000 Penalty: 87239.546875
Iteration 480F: 26 clusters Score -1.613302e+08 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54439 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 40710 members 
Mstep: Class 5 contains 14693 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 74031 members 
Mstep: Class 8 contains 149702 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 112066 members 
Mstep: Class 11 contains 9237 members 
Mstep: Class 12 contains 152118 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72581 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11495 members 
Mstep: Class 17 contains 40617 members 
Mstep: Class 18 contains 79402 members 
Mstep: Class 19 contains 169720 members 
Mstep: Class 20 contains 137460 members 
Mstep: Class 21 contains 159934 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1958 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330256.000000 Penalty: 87239.546875
Iteration 481Q: 26 clusters Score -1.613303e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54450 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 40757 members 
Mstep: Class 5 contains 14712 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 73275 members 
Mstep: Class 8 contains 149717 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 112290 members 
Mstep: Class 11 contains 9234 members 
Mstep: Class 12 contains 152197 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72595 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11508 members 
Mstep: Class 17 contains 40573 members 
Mstep: Class 18 contains 79402 members 
Mstep: Class 19 contains 169620 members 
Mstep: Class 20 contains 137829 members 
Mstep: Class 21 contains 160045 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1959 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330512.000000 Penalty: 87239.546875
Iteration 482Q: 26 clusters Score -1.613305e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54468 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 40786 members 
Mstep: Class 5 contains 14727 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 72555 members 
Mstep: Class 8 contains 149740 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 112529 members 
Mstep: Class 11 contains 9234 members 
Mstep: Class 12 contains 152254 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72616 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11503 members 
Mstep: Class 17 contains 40528 members 
Mstep: Class 18 contains 79382 members 
Mstep: Class 19 contains 169521 members 
Mstep: Class 20 contains 138188 members 
Mstep: Class 21 contains 160173 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1959 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330640.000000 Penalty: 87239.546875
Iteration 483Q: 26 clusters Score -1.613306e+08 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54469 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 40823 members 
Mstep: Class 5 contains 14743 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 71852 members 
Mstep: Class 8 contains 149766 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 112751 members 
Mstep: Class 11 contains 9235 members 
Mstep: Class 12 contains 152312 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72619 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11502 members 
Mstep: Class 17 contains 40485 members 
Mstep: Class 18 contains 79371 members 
Mstep: Class 19 contains 169448 members 
Mstep: Class 20 contains 138516 members 
Mstep: Class 21 contains 160310 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1960 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330384.000000 Penalty: 87239.546875
Iteration 484Q: 26 clusters Score -1.613304e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54489 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 40850 members 
Mstep: Class 5 contains 14752 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 71158 members 
Mstep: Class 8 contains 149833 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 112939 members 
Mstep: Class 11 contains 9231 members 
Mstep: Class 12 contains 152380 members 
Mstep: Class 13 contains 4558 members 
Mstep: Class 14 contains 72636 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11505 members 
Mstep: Class 17 contains 40452 members 
Mstep: Class 18 contains 79377 members 
Mstep: Class 19 contains 169371 members 
Mstep: Class 20 contains 138812 members 
Mstep: Class 21 contains 160416 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1960 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330544.000000 Penalty: 87239.546875
Iteration 485Q: 26 clusters Score -1.613305e+08 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54508 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 40889 members 
Mstep: Class 5 contains 14761 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 70495 members 
Mstep: Class 8 contains 149850 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 113124 members 
Mstep: Class 11 contains 9231 members 
Mstep: Class 12 contains 152450 members 
Mstep: Class 13 contains 4558 members 
Mstep: Class 14 contains 72668 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 40408 members 
Mstep: Class 18 contains 79374 members 
Mstep: Class 19 contains 169273 members 
Mstep: Class 20 contains 139110 members 
Mstep: Class 21 contains 160550 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1960 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330352.000000 Penalty: 87239.546875
Iteration 486Q: 26 clusters Score -1.613304e+08 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54509 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 40944 members 
Mstep: Class 5 contains 14771 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 69844 members 
Mstep: Class 8 contains 149875 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 113337 members 
Mstep: Class 11 contains 9224 members 
Mstep: Class 12 contains 152525 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72713 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11509 members 
Mstep: Class 17 contains 40380 members 
Mstep: Class 18 contains 79395 members 
Mstep: Class 19 contains 169158 members 
Mstep: Class 20 contains 139407 members 
Mstep: Class 21 contains 160613 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1960 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330432.000000 Penalty: 87239.546875
Iteration 487Q: 26 clusters Score -1.613304e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54515 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 41005 members 
Mstep: Class 5 contains 14787 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 69180 members 
Mstep: Class 8 contains 149925 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 113529 members 
Mstep: Class 11 contains 9223 members 
Mstep: Class 12 contains 152555 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72762 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11511 members 
Mstep: Class 17 contains 40343 members 
Mstep: Class 18 contains 79404 members 
Mstep: Class 19 contains 169079 members 
Mstep: Class 20 contains 139732 members 
Mstep: Class 21 contains 160653 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1960 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330656.000000 Penalty: 87239.546875
Iteration 488Q: 26 clusters Score -1.613307e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54526 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 41054 members 
Mstep: Class 5 contains 14801 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 68542 members 
Mstep: Class 8 contains 149993 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 113693 members 
Mstep: Class 11 contains 9216 members 
Mstep: Class 12 contains 152607 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72807 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11502 members 
Mstep: Class 17 contains 40312 members 
Mstep: Class 18 contains 79402 members 
Mstep: Class 19 contains 169012 members 
Mstep: Class 20 contains 140035 members 
Mstep: Class 21 contains 160700 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1960 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330720.000000 Penalty: 87239.546875
Iteration 489Q: 26 clusters Score -1.613307e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54534 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 41080 members 
Mstep: Class 5 contains 14803 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 67910 members 
Mstep: Class 8 contains 150034 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 113862 members 
Mstep: Class 11 contains 9216 members 
Mstep: Class 12 contains 152647 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72860 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11513 members 
Mstep: Class 17 contains 40273 members 
Mstep: Class 18 contains 79399 members 
Mstep: Class 19 contains 168966 members 
Mstep: Class 20 contains 140326 members 
Mstep: Class 21 contains 160779 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1959 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330608.000000 Penalty: 87239.546875
Iteration 490Q: 26 clusters Score -1.613306e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54540 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 41106 members 
Mstep: Class 5 contains 14799 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 67307 members 
Mstep: Class 8 contains 150078 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 114008 members 
Mstep: Class 11 contains 9216 members 
Mstep: Class 12 contains 152695 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72902 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11496 members 
Mstep: Class 17 contains 40248 members 
Mstep: Class 18 contains 79404 members 
Mstep: Class 19 contains 168912 members 
Mstep: Class 20 contains 140614 members 
Mstep: Class 21 contains 160876 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1959 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330576.000000 Penalty: 87239.546875
Iteration 491Q: 26 clusters Score -1.613306e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54547 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 41133 members 
Mstep: Class 5 contains 14801 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 66723 members 
Mstep: Class 8 contains 150101 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 114134 members 
Mstep: Class 11 contains 9213 members 
Mstep: Class 12 contains 152753 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72951 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11490 members 
Mstep: Class 17 contains 40226 members 
Mstep: Class 18 contains 79417 members 
Mstep: Class 19 contains 168867 members 
Mstep: Class 20 contains 140871 members 
Mstep: Class 21 contains 160974 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1959 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330976.000000 Penalty: 87239.546875
Iteration 492Q: 26 clusters Score -1.61331e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54555 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 41149 members 
Mstep: Class 5 contains 14812 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 66112 members 
Mstep: Class 8 contains 150103 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 114265 members 
Mstep: Class 11 contains 9210 members 
Mstep: Class 12 contains 152859 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 72989 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11469 members 
Mstep: Class 17 contains 40213 members 
Mstep: Class 18 contains 79425 members 
Mstep: Class 19 contains 168842 members 
Mstep: Class 20 contains 141122 members 
Mstep: Class 21 contains 161076 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1960 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330800.000000 Penalty: 87239.546875
Iteration 493Q: 26 clusters Score -1.613308e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54557 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 41201 members 
Mstep: Class 5 contains 14824 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 65511 members 
Mstep: Class 8 contains 150118 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 114411 members 
Mstep: Class 11 contains 9205 members 
Mstep: Class 12 contains 152924 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 73054 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11448 members 
Mstep: Class 17 contains 40192 members 
Mstep: Class 18 contains 79422 members 
Mstep: Class 19 contains 168791 members 
Mstep: Class 20 contains 141356 members 
Mstep: Class 21 contains 161186 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1960 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330992.000000 Penalty: 87239.546875
Iteration 494Q: 26 clusters Score -1.61331e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54548 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 41239 members 
Mstep: Class 5 contains 14838 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 64859 members 
Mstep: Class 8 contains 150178 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 114559 members 
Mstep: Class 11 contains 9199 members 
Mstep: Class 12 contains 152985 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 73094 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11430 members 
Mstep: Class 17 contains 40182 members 
Mstep: Class 18 contains 79434 members 
Mstep: Class 19 contains 168768 members 
Mstep: Class 20 contains 141574 members 
Mstep: Class 21 contains 161313 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 1960 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331088.000000 Penalty: 87239.546875
Iteration 495Q: 26 clusters Score -1.613311e+08 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54543 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 41273 members 
Mstep: Class 5 contains 14843 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 64201 members 
Mstep: Class 8 contains 150233 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 114704 members 
Mstep: Class 11 contains 9195 members 
Mstep: Class 12 contains 153073 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 73140 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11396 members 
Mstep: Class 17 contains 40166 members 
Mstep: Class 18 contains 79450 members 
Mstep: Class 19 contains 168736 members 
Mstep: Class 20 contains 141801 members 
Mstep: Class 21 contains 161448 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1960 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331408.000000 Penalty: 87239.546875
Iteration 496Q: 26 clusters Score -1.613314e+08 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54542 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 41316 members 
Mstep: Class 5 contains 14848 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 63585 members 
Mstep: Class 8 contains 150272 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 114833 members 
Mstep: Class 11 contains 9194 members 
Mstep: Class 12 contains 153151 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 73183 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11382 members 
Mstep: Class 17 contains 40148 members 
Mstep: Class 18 contains 79459 members 
Mstep: Class 19 contains 168699 members 
Mstep: Class 20 contains 142021 members 
Mstep: Class 21 contains 161568 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1959 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331440.000000 Penalty: 87239.546875
Iteration 497Q: 26 clusters Score -1.613314e+08 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54533 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 41355 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 62998 members 
Mstep: Class 8 contains 150309 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 114986 members 
Mstep: Class 11 contains 9189 members 
Mstep: Class 12 contains 153187 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 73227 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11361 members 
Mstep: Class 17 contains 40131 members 
Mstep: Class 18 contains 79471 members 
Mstep: Class 19 contains 168692 members 
Mstep: Class 20 contains 142204 members 
Mstep: Class 21 contains 161691 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1959 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331616.000000 Penalty: 87239.546875
Iteration 498Q: 26 clusters Score -1.613316e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54521 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 41411 members 
Mstep: Class 5 contains 14878 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 62442 members 
Mstep: Class 8 contains 150348 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 115142 members 
Mstep: Class 11 contains 9191 members 
Mstep: Class 12 contains 153229 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 73256 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11341 members 
Mstep: Class 17 contains 40113 members 
Mstep: Class 18 contains 79472 members 
Mstep: Class 19 contains 168689 members 
Mstep: Class 20 contains 142383 members 
Mstep: Class 21 contains 161786 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 1959 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331904.000000 Penalty: 87239.546875
Iteration 499Q: 26 clusters Score -1.613319e+08 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54502 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 41462 members 
Mstep: Class 5 contains 14879 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 61861 members 
Mstep: Class 8 contains 150373 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 115320 members 
Mstep: Class 11 contains 9197 members 
Mstep: Class 12 contains 153307 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 73327 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 11315 members 
Mstep: Class 17 contains 40100 members 
Mstep: Class 18 contains 79474 members 
Mstep: Class 19 contains 168692 members 
Mstep: Class 20 contains 142499 members 
Mstep: Class 21 contains 161895 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1959 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161331936.000000 Penalty: 87239.546875
Iteration 500F: 26 clusters Score -1.613319e+08 nChanged 1931
Maximum iterations exceeded
--- Evaluating fit on full set of 3872876 points ---
Entering Unmasked Estep 
Score: -487866944.000000 Penalty: 94050.953125
24->26 Clusters: Score -487866944.000000, best is -487910272.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1290958 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 53769 members 
Mstep: Class 3 contains 53756 members 
Mstep: Class 4 contains 53397 members 
Mstep: Class 5 contains 53830 members 
Mstep: Class 6 contains 53949 members 
Mstep: Class 7 contains 54092 members 
Mstep: Class 8 contains 53849 members 
Mstep: Class 9 contains 54101 members 
Mstep: Class 10 contains 54006 members 
Mstep: Class 11 contains 53683 members 
Mstep: Class 12 contains 53677 members 
Mstep: Class 13 contains 54209 members 
Mstep: Class 14 contains 53712 members 
Mstep: Class 15 contains 53703 members 
Mstep: Class 16 contains 53495 members 
Mstep: Class 17 contains 54045 members 
Mstep: Class 18 contains 53808 members 
Mstep: Class 19 contains 53904 members 
Mstep: Class 20 contains 53903 members 
Mstep: Class 21 contains 53738 members 
Mstep: Class 22 contains 53283 members 
Mstep: Class 23 contains 53581 members 
Mstep: Class 24 contains 53861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 276.520813 but Gain 3489.585938
Score: -155261312.000000 Penalty: 80260.382812
Iteration 0F: 24 clusters Score -1.552613e+08 nChanged 1233763
Entering Unmasked Mstep 
Mstep: Class 0 contains 2837 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 104176 members 
Mstep: Class 3 contains 81467 members 
Mstep: Class 4 contains 4619 members 
Mstep: Class 5 contains 132062 members 
Mstep: Class 6 contains 10909 members 
Mstep: Class 7 contains 13443 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 10 contains 110293 members 
Mstep: Class 11 contains 56689 members 
Mstep: Class 12 contains 66482 members 
Mstep: Class 13 contains 7133 members 
Mstep: Class 14 contains 58485 members 
Mstep: Class 15 contains 50153 members 
Mstep: Class 16 contains 101776 members 
Mstep: Class 17 contains 55960 members 
Mstep: Class 18 contains 23778 members 
Mstep: Class 19 contains 128719 members 
Mstep: Class 20 contains 17845 members 
Mstep: Class 21 contains 200677 members 
Mstep: Class 22 contains 7108 members 
Mstep: Class 23 contains 30226 members 
Mstep: Class 24 contains 9105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3211.926514 but Gain 3489.578125
Score: -159677440.000000 Penalty: 76770.804688
Iteration 1F: 23 clusters Score -1.596774e+08 nChanged 452133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2798 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 103227 members 
Mstep: Class 3 contains 60361 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 148858 members 
Mstep: Class 6 contains 5458 members 
Mstep: Class 7 contains 6334 members 
Mstep: Class 10 contains 129702 members 
Mstep: Class 11 contains 52534 members 
Mstep: Class 12 contains 66139 members 
Mstep: Class 13 contains 3419 members 
Mstep: Class 14 contains 41165 members 
Mstep: Class 15 contains 48959 members 
Mstep: Class 16 contains 116851 members 
Mstep: Class 17 contains 39305 members 
Mstep: Class 18 contains 14800 members 
Mstep: Class 19 contains 119967 members 
Mstep: Class 20 contains 9404 members 
Mstep: Class 21 contains 283812 members 
Mstep: Class 22 contains 4097 members 
Mstep: Class 23 contains 22045 members 
Mstep: Class 24 contains 4760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 2797.416260 but Gain 3489.585938
Score: -160092592.000000 Penalty: 73281.218750
Iteration 2F: 22 clusters Score -1.600926e+08 nChanged 279412
Entering Unmasked Mstep 
Mstep: Class 0 contains 2665 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 109681 members 
Mstep: Class 3 contains 45977 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 173918 members 
Mstep: Class 6 contains 3132 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 10 contains 147286 members 
Mstep: Class 11 contains 52728 members 
Mstep: Class 12 contains 63736 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 31204 members 
Mstep: Class 15 contains 48065 members 
Mstep: Class 16 contains 134098 members 
Mstep: Class 17 contains 30431 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 131372 members 
Mstep: Class 20 contains 6072 members 
Mstep: Class 21 contains 271299 members 
Mstep: Class 22 contains 2804 members 
Mstep: Class 23 contains 16120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2045.216187 but Gain 3489.578125
Score: -160301936.000000 Penalty: 69791.640625
Iteration 3F: 21 clusters Score -1.603019e+08 nChanged 216660
Entering Unmasked Mstep 
Mstep: Class 0 contains 2352 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 115159 members 
Mstep: Class 3 contains 34438 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 200532 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 10 contains 160386 members 
Mstep: Class 11 contains 57116 members 
Mstep: Class 12 contains 58990 members 
Mstep: Class 13 contains 3391 members 
Mstep: Class 14 contains 22016 members 
Mstep: Class 15 contains 46876 members 
Mstep: Class 16 contains 142870 members 
Mstep: Class 17 contains 23607 members 
Mstep: Class 18 contains 6725 members 
Mstep: Class 19 contains 158571 members 
Mstep: Class 20 contains 4018 members 
Mstep: Class 21 contains 234882 members 
Mstep: Class 22 contains 2070 members 
Mstep: Class 23 contains 11245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2030.249390 but Gain 3489.585938
Score: -160476944.000000 Penalty: 66302.054688
Iteration 4F: 20 clusters Score -1.604769e+08 nChanged 193250
Entering Unmasked Mstep 
Mstep: Class 0 contains 1845 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 119726 members 
Mstep: Class 3 contains 25741 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 218650 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 10 contains 168225 members 
Mstep: Class 11 contains 62235 members 
Mstep: Class 12 contains 54626 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 13314 members 
Mstep: Class 15 contains 47475 members 
Mstep: Class 16 contains 146360 members 
Mstep: Class 17 contains 17697 members 
Mstep: Class 18 contains 4672 members 
Mstep: Class 19 contains 197981 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 192229 members 
Mstep: Class 23 contains 8083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1923.040771 but Gain 3489.578125
Score: -160690064.000000 Penalty: 62812.476562
Iteration 5F: 19 clusters Score -1.606901e+08 nChanged 172842
Entering Unmasked Mstep 
Mstep: Class 0 contains 584 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 125555 members 
Mstep: Class 3 contains 19451 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 223317 members 
Mstep: Class 7 contains 2150 members 
Mstep: Class 10 contains 166197 members 
Mstep: Class 11 contains 66731 members 
Mstep: Class 12 contains 51386 members 
Mstep: Class 13 contains 4139 members 
Mstep: Class 14 contains 6943 members 
Mstep: Class 15 contains 50363 members 
Mstep: Class 16 contains 146910 members 
Mstep: Class 17 contains 12884 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 238709 members 
Mstep: Class 21 contains 160999 members 
Mstep: Class 23 contains 6203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2959.950928 but Gain 3489.582031
Score: -160852768.000000 Penalty: 59322.894531
Iteration 6F: 18 clusters Score -1.608528e+08 nChanged 145266
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 134161 members 
Mstep: Class 3 contains 15705 members 
Mstep: Class 4 contains 2597 members 
Mstep: Class 5 contains 224780 members 
Mstep: Class 7 contains 1589 members 
Mstep: Class 10 contains 158167 members 
Mstep: Class 11 contains 69471 members 
Mstep: Class 12 contains 48651 members 
Mstep: Class 13 contains 4562 members 
Mstep: Class 14 contains 3432 members 
Mstep: Class 15 contains 55531 members 
Mstep: Class 16 contains 144942 members 
Mstep: Class 17 contains 9348 members 
Mstep: Class 19 contains 259336 members 
Mstep: Class 21 contains 150164 members 
Mstep: Class 23 contains 4997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160933760.000000 Penalty: 59322.894531
Iteration 7F: 18 clusters Score -1.609338e+08 nChanged 121493
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 145321 members 
Mstep: Class 3 contains 13779 members 
Mstep: Class 4 contains 2702 members 
Mstep: Class 5 contains 228868 members 
Mstep: Class 7 contains 931 members 
Mstep: Class 10 contains 150218 members 
Mstep: Class 11 contains 71373 members 
Mstep: Class 12 contains 45752 members 
Mstep: Class 13 contains 5075 members 
Mstep: Class 14 contains 1955 members 
Mstep: Class 15 contains 61459 members 
Mstep: Class 16 contains 141025 members 
Mstep: Class 17 contains 7017 members 
Mstep: Class 19 contains 257557 members 
Mstep: Class 21 contains 149856 members 
Mstep: Class 23 contains 4044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160981424.000000 Penalty: 59322.894531
Iteration 8F: 18 clusters Score -1.609814e+08 nChanged 106150
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 159331 members 
Mstep: Class 3 contains 12860 members 
Mstep: Class 4 contains 2688 members 
Mstep: Class 5 contains 233671 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 10 contains 144974 members 
Mstep: Class 11 contains 72798 members 
Mstep: Class 12 contains 43291 members 
Mstep: Class 13 contains 5626 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 68098 members 
Mstep: Class 16 contains 136020 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 19 contains 244208 members 
Mstep: Class 21 contains 152300 members 
Mstep: Class 23 contains 3289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161015120.000000 Penalty: 59322.894531
Iteration 9F: 18 clusters Score -1.610151e+08 nChanged 98572
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 179899 members 
Mstep: Class 3 contains 12563 members 
Mstep: Class 4 contains 2676 members 
Mstep: Class 5 contains 234559 members 
Mstep: Class 7 contains 590 members 
Mstep: Class 10 contains 140102 members 
Mstep: Class 11 contains 74023 members 
Mstep: Class 12 contains 42025 members 
Mstep: Class 13 contains 6167 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 15 contains 76143 members 
Mstep: Class 16 contains 131014 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 19 contains 224454 members 
Mstep: Class 21 contains 153890 members 
Mstep: Class 23 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 3248.734863 but Gain 3489.582031
Score: -161042720.000000 Penalty: 55833.312500
Iteration 10F: 17 clusters Score -1.610427e+08 nChanged 101293
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 203669 members 
Mstep: Class 3 contains 12889 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 229977 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 10 contains 135767 members 
Mstep: Class 11 contains 75152 members 
Mstep: Class 12 contains 41773 members 
Mstep: Class 13 contains 6719 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 86153 members 
Mstep: Class 16 contains 126683 members 
Mstep: Class 17 contains 4170 members 
Mstep: Class 19 contains 204685 members 
Mstep: Class 21 contains 154685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161067744.000000 Penalty: 55833.312500
Iteration 11F: 17 clusters Score -1.610677e+08 nChanged 93530
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 217620 members 
Mstep: Class 3 contains 13571 members 
Mstep: Class 4 contains 2660 members 
Mstep: Class 5 contains 224276 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 10 contains 136108 members 
Mstep: Class 11 contains 76073 members 
Mstep: Class 12 contains 41556 members 
Mstep: Class 13 contains 7201 members 
Mstep: Class 14 contains 898 members 
Mstep: Class 15 contains 96754 members 
Mstep: Class 16 contains 122301 members 
Mstep: Class 17 contains 3864 members 
Mstep: Class 19 contains 188319 members 
Mstep: Class 21 contains 154538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161092160.000000 Penalty: 55833.312500
Iteration 12F: 17 clusters Score -1.610922e+08 nChanged 79614
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 217018 members 
Mstep: Class 3 contains 14333 members 
Mstep: Class 4 contains 2660 members 
Mstep: Class 5 contains 220095 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 10 contains 141735 members 
Mstep: Class 11 contains 76697 members 
Mstep: Class 12 contains 41065 members 
Mstep: Class 13 contains 7602 members 
Mstep: Class 14 contains 894 members 
Mstep: Class 15 contains 107358 members 
Mstep: Class 16 contains 117611 members 
Mstep: Class 17 contains 3730 members 
Mstep: Class 19 contains 178972 members 
Mstep: Class 21 contains 155704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161117920.000000 Penalty: 55833.312500
Iteration 13F: 17 clusters Score -1.611179e+08 nChanged 68812
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 208525 members 
Mstep: Class 3 contains 15094 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 216652 members 
Mstep: Class 7 contains 1497 members 
Mstep: Class 10 contains 150181 members 
Mstep: Class 11 contains 76961 members 
Mstep: Class 12 contains 40279 members 
Mstep: Class 13 contains 7916 members 
Mstep: Class 14 contains 930 members 
Mstep: Class 15 contains 117538 members 
Mstep: Class 16 contains 113100 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 19 contains 174839 members 
Mstep: Class 21 contains 156915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161140016.000000 Penalty: 55833.312500
Iteration 14F: 17 clusters Score -1.6114e+08 nChanged 61508
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 198168 members 
Mstep: Class 3 contains 15839 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 212105 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 10 contains 160665 members 
Mstep: Class 11 contains 77078 members 
Mstep: Class 12 contains 39769 members 
Mstep: Class 13 contains 8167 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 127239 members 
Mstep: Class 16 contains 108990 members 
Mstep: Class 17 contains 3562 members 
Mstep: Class 19 contains 172483 members 
Mstep: Class 21 contains 157316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161158960.000000 Penalty: 55833.312500
Iteration 15Q: 17 clusters Score -1.61159e+08 nChanged 59499
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 187747 members 
Mstep: Class 3 contains 16780 members 
Mstep: Class 4 contains 2676 members 
Mstep: Class 5 contains 205467 members 
Mstep: Class 7 contains 1829 members 
Mstep: Class 10 contains 172791 members 
Mstep: Class 11 contains 77099 members 
Mstep: Class 12 contains 39823 members 
Mstep: Class 13 contains 8334 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 137032 members 
Mstep: Class 16 contains 105514 members 
Mstep: Class 17 contains 3533 members 
Mstep: Class 19 contains 170062 members 
Mstep: Class 21 contains 157014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161175632.000000 Penalty: 55833.312500
Iteration 16Q: 17 clusters Score -1.611756e+08 nChanged 59162
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 178133 members 
Mstep: Class 3 contains 17879 members 
Mstep: Class 4 contains 2689 members 
Mstep: Class 5 contains 197570 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 10 contains 184457 members 
Mstep: Class 11 contains 77108 members 
Mstep: Class 12 contains 40422 members 
Mstep: Class 13 contains 8441 members 
Mstep: Class 14 contains 1076 members 
Mstep: Class 15 contains 147136 members 
Mstep: Class 16 contains 102515 members 
Mstep: Class 17 contains 3526 members 
Mstep: Class 19 contains 167506 members 
Mstep: Class 21 contains 156390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161188688.000000 Penalty: 55833.312500
Iteration 17Q: 17 clusters Score -1.611887e+08 nChanged 56245
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 170744 members 
Mstep: Class 3 contains 19020 members 
Mstep: Class 4 contains 2702 members 
Mstep: Class 5 contains 189836 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 10 contains 191971 members 
Mstep: Class 11 contains 77070 members 
Mstep: Class 12 contains 41328 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 15 contains 157776 members 
Mstep: Class 16 contains 99718 members 
Mstep: Class 17 contains 3479 members 
Mstep: Class 19 contains 165582 members 
Mstep: Class 21 contains 155960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161196688.000000 Penalty: 55833.312500
Iteration 18Q: 17 clusters Score -1.611967e+08 nChanged 54099
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 165661 members 
Mstep: Class 3 contains 20058 members 
Mstep: Class 4 contains 2724 members 
Mstep: Class 5 contains 183058 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 10 contains 193263 members 
Mstep: Class 11 contains 76932 members 
Mstep: Class 12 contains 42292 members 
Mstep: Class 13 contains 8588 members 
Mstep: Class 14 contains 1117 members 
Mstep: Class 15 contains 170967 members 
Mstep: Class 16 contains 96949 members 
Mstep: Class 17 contains 3526 members 
Mstep: Class 19 contains 164005 members 
Mstep: Class 21 contains 155664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161203152.000000 Penalty: 55833.312500
Iteration 19Q: 17 clusters Score -1.612032e+08 nChanged 52989
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 162428 members 
Mstep: Class 3 contains 20904 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 178198 members 
Mstep: Class 7 contains 1950 members 
Mstep: Class 10 contains 189514 members 
Mstep: Class 11 contains 76842 members 
Mstep: Class 12 contains 43228 members 
Mstep: Class 13 contains 8622 members 
Mstep: Class 14 contains 1129 members 
Mstep: Class 15 contains 185119 members 
Mstep: Class 16 contains 94104 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 19 contains 162860 members 
Mstep: Class 21 contains 155470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161209536.000000 Penalty: 55833.312500
Iteration 20F: 17 clusters Score -1.612095e+08 nChanged 48395
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 161272 members 
Mstep: Class 3 contains 21478 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 175812 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 10 contains 185275 members 
Mstep: Class 11 contains 76847 members 
Mstep: Class 12 contains 44005 members 
Mstep: Class 13 contains 8653 members 
Mstep: Class 14 contains 1155 members 
Mstep: Class 15 contains 193980 members 
Mstep: Class 16 contains 91215 members 
Mstep: Class 17 contains 3776 members 
Mstep: Class 19 contains 162813 members 
Mstep: Class 21 contains 155751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161216576.000000 Penalty: 55833.312500
Iteration 21Q: 17 clusters Score -1.612166e+08 nChanged 42684
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 162636 members 
Mstep: Class 3 contains 21813 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 175518 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 10 contains 182024 members 
Mstep: Class 11 contains 76805 members 
Mstep: Class 12 contains 44846 members 
Mstep: Class 13 contains 8675 members 
Mstep: Class 14 contains 1165 members 
Mstep: Class 15 contains 195833 members 
Mstep: Class 16 contains 88505 members 
Mstep: Class 17 contains 3953 members 
Mstep: Class 19 contains 163693 members 
Mstep: Class 21 contains 156515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161224720.000000 Penalty: 55833.312500
Iteration 22Q: 17 clusters Score -1.612247e+08 nChanged 36673
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 165724 members 
Mstep: Class 3 contains 21970 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 176309 members 
Mstep: Class 7 contains 2049 members 
Mstep: Class 10 contains 180049 members 
Mstep: Class 11 contains 76763 members 
Mstep: Class 12 contains 45714 members 
Mstep: Class 13 contains 8676 members 
Mstep: Class 14 contains 1172 members 
Mstep: Class 15 contains 192761 members 
Mstep: Class 16 contains 86221 members 
Mstep: Class 17 contains 4097 members 
Mstep: Class 19 contains 165137 members 
Mstep: Class 21 contains 157328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161231744.000000 Penalty: 55833.312500
Iteration 23Q: 17 clusters Score -1.612317e+08 nChanged 31716
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 169533 members 
Mstep: Class 3 contains 22070 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 177402 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 10 contains 178988 members 
Mstep: Class 11 contains 76714 members 
Mstep: Class 12 contains 46724 members 
Mstep: Class 13 contains 8657 members 
Mstep: Class 14 contains 1175 members 
Mstep: Class 15 contains 187274 members 
Mstep: Class 16 contains 84398 members 
Mstep: Class 17 contains 4213 members 
Mstep: Class 19 contains 166695 members 
Mstep: Class 21 contains 158057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161237488.000000 Penalty: 55833.312500
Iteration 24Q: 17 clusters Score -1.612375e+08 nChanged 28198
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 173129 members 
Mstep: Class 3 contains 22162 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 178690 members 
Mstep: Class 7 contains 2076 members 
Mstep: Class 10 contains 178340 members 
Mstep: Class 11 contains 76645 members 
Mstep: Class 12 contains 47870 members 
Mstep: Class 13 contains 8643 members 
Mstep: Class 14 contains 1173 members 
Mstep: Class 15 contains 181429 members 
Mstep: Class 16 contains 82910 members 
Mstep: Class 17 contains 4331 members 
Mstep: Class 19 contains 167974 members 
Mstep: Class 21 contains 158599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161242480.000000 Penalty: 55833.312500
Iteration 25Q: 17 clusters Score -1.612425e+08 nChanged 25279
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 175900 members 
Mstep: Class 3 contains 22192 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 179865 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 10 contains 177925 members 
Mstep: Class 11 contains 76626 members 
Mstep: Class 12 contains 49213 members 
Mstep: Class 13 contains 8614 members 
Mstep: Class 14 contains 1176 members 
Mstep: Class 15 contains 176372 members 
Mstep: Class 16 contains 81723 members 
Mstep: Class 17 contains 4414 members 
Mstep: Class 19 contains 168882 members 
Mstep: Class 21 contains 158997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161246992.000000 Penalty: 55833.312500
Iteration 26Q: 17 clusters Score -1.61247e+08 nChanged 22742
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 177410 members 
Mstep: Class 3 contains 22149 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 180928 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 10 contains 177854 members 
Mstep: Class 11 contains 76679 members 
Mstep: Class 12 contains 50586 members 
Mstep: Class 13 contains 8594 members 
Mstep: Class 14 contains 1177 members 
Mstep: Class 15 contains 172678 members 
Mstep: Class 16 contains 80763 members 
Mstep: Class 17 contains 4446 members 
Mstep: Class 19 contains 169384 members 
Mstep: Class 21 contains 159263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161251056.000000 Penalty: 55833.312500
Iteration 27Q: 17 clusters Score -1.612511e+08 nChanged 20535
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 177837 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 181959 members 
Mstep: Class 7 contains 2056 members 
Mstep: Class 10 contains 178121 members 
Mstep: Class 11 contains 76733 members 
Mstep: Class 12 contains 52034 members 
Mstep: Class 13 contains 8585 members 
Mstep: Class 14 contains 1179 members 
Mstep: Class 15 contains 170030 members 
Mstep: Class 16 contains 79958 members 
Mstep: Class 17 contains 4484 members 
Mstep: Class 19 contains 169574 members 
Mstep: Class 21 contains 159390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161255392.000000 Penalty: 55833.312500
Iteration 28Q: 17 clusters Score -1.612554e+08 nChanged 18743
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 177341 members 
Mstep: Class 3 contains 21925 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 182908 members 
Mstep: Class 7 contains 2048 members 
Mstep: Class 10 contains 178567 members 
Mstep: Class 11 contains 76713 members 
Mstep: Class 12 contains 53591 members 
Mstep: Class 13 contains 8578 members 
Mstep: Class 14 contains 1180 members 
Mstep: Class 15 contains 168313 members 
Mstep: Class 16 contains 79257 members 
Mstep: Class 17 contains 4493 members 
Mstep: Class 19 contains 169724 members 
Mstep: Class 21 contains 159346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161258160.000000 Penalty: 55833.312500
Iteration 29Q: 17 clusters Score -1.612582e+08 nChanged 17198
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 176323 members 
Mstep: Class 3 contains 21800 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 183862 members 
Mstep: Class 7 contains 2039 members 
Mstep: Class 10 contains 178827 members 
Mstep: Class 11 contains 76698 members 
Mstep: Class 12 contains 55305 members 
Mstep: Class 13 contains 8572 members 
Mstep: Class 14 contains 1182 members 
Mstep: Class 15 contains 167319 members 
Mstep: Class 16 contains 78655 members 
Mstep: Class 17 contains 4504 members 
Mstep: Class 19 contains 169635 members 
Mstep: Class 21 contains 159266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161260528.000000 Penalty: 55833.312500
Iteration 30Q: 17 clusters Score -1.612605e+08 nChanged 15952
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 175115 members 
Mstep: Class 3 contains 21656 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 184742 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 10 contains 178984 members 
Mstep: Class 11 contains 76655 members 
Mstep: Class 12 contains 57082 members 
Mstep: Class 13 contains 8576 members 
Mstep: Class 14 contains 1185 members 
Mstep: Class 15 contains 166761 members 
Mstep: Class 16 contains 78151 members 
Mstep: Class 17 contains 4528 members 
Mstep: Class 19 contains 169355 members 
Mstep: Class 21 contains 159172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161262464.000000 Penalty: 55833.312500
Iteration 31Q: 17 clusters Score -1.612625e+08 nChanged 14558
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 173835 members 
Mstep: Class 3 contains 21519 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 185605 members 
Mstep: Class 7 contains 2020 members 
Mstep: Class 10 contains 178845 members 
Mstep: Class 11 contains 76666 members 
Mstep: Class 12 contains 58878 members 
Mstep: Class 13 contains 8587 members 
Mstep: Class 14 contains 1183 members 
Mstep: Class 15 contains 166389 members 
Mstep: Class 16 contains 77748 members 
Mstep: Class 17 contains 4538 members 
Mstep: Class 19 contains 169062 members 
Mstep: Class 21 contains 159116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161264736.000000 Penalty: 55833.312500
Iteration 32Q: 17 clusters Score -1.612647e+08 nChanged 13486
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 172668 members 
Mstep: Class 3 contains 21332 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 186304 members 
Mstep: Class 7 contains 2014 members 
Mstep: Class 10 contains 178687 members 
Mstep: Class 11 contains 76661 members 
Mstep: Class 12 contains 60807 members 
Mstep: Class 13 contains 8588 members 
Mstep: Class 14 contains 1187 members 
Mstep: Class 15 contains 166165 members 
Mstep: Class 16 contains 77437 members 
Mstep: Class 17 contains 4538 members 
Mstep: Class 19 contains 168625 members 
Mstep: Class 21 contains 158980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161266544.000000 Penalty: 55833.312500
Iteration 33Q: 17 clusters Score -1.612665e+08 nChanged 12676
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 171451 members 
Mstep: Class 3 contains 21118 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 186863 members 
Mstep: Class 7 contains 2005 members 
Mstep: Class 10 contains 178493 members 
Mstep: Class 11 contains 76666 members 
Mstep: Class 12 contains 62820 members 
Mstep: Class 13 contains 8587 members 
Mstep: Class 14 contains 1188 members 
Mstep: Class 15 contains 166025 members 
Mstep: Class 16 contains 77168 members 
Mstep: Class 17 contains 4529 members 
Mstep: Class 19 contains 168298 members 
Mstep: Class 21 contains 158782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161268624.000000 Penalty: 55833.312500
Iteration 34Q: 17 clusters Score -1.612686e+08 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 170328 members 
Mstep: Class 3 contains 20906 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 187359 members 
Mstep: Class 7 contains 1998 members 
Mstep: Class 10 contains 178233 members 
Mstep: Class 11 contains 76624 members 
Mstep: Class 12 contains 64779 members 
Mstep: Class 13 contains 8579 members 
Mstep: Class 14 contains 1190 members 
Mstep: Class 15 contains 165872 members 
Mstep: Class 16 contains 76955 members 
Mstep: Class 17 contains 4507 members 
Mstep: Class 19 contains 168023 members 
Mstep: Class 21 contains 158638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161269712.000000 Penalty: 55833.312500
Iteration 35Q: 17 clusters Score -1.612697e+08 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 169403 members 
Mstep: Class 3 contains 20703 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 187689 members 
Mstep: Class 7 contains 1993 members 
Mstep: Class 10 contains 177879 members 
Mstep: Class 11 contains 76566 members 
Mstep: Class 12 contains 66861 members 
Mstep: Class 13 contains 8573 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 165614 members 
Mstep: Class 16 contains 76745 members 
Mstep: Class 17 contains 4490 members 
Mstep: Class 19 contains 167787 members 
Mstep: Class 21 contains 158495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161270656.000000 Penalty: 55833.312500
Iteration 36Q: 17 clusters Score -1.612707e+08 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 168656 members 
Mstep: Class 3 contains 20498 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 187907 members 
Mstep: Class 7 contains 1988 members 
Mstep: Class 10 contains 177362 members 
Mstep: Class 11 contains 76494 members 
Mstep: Class 12 contains 69092 members 
Mstep: Class 13 contains 8568 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 165320 members 
Mstep: Class 16 contains 76544 members 
Mstep: Class 17 contains 4475 members 
Mstep: Class 19 contains 167536 members 
Mstep: Class 21 contains 158359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161272176.000000 Penalty: 55833.312500
Iteration 37Q: 17 clusters Score -1.612722e+08 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 168031 members 
Mstep: Class 3 contains 20345 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 187985 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 10 contains 176722 members 
Mstep: Class 11 contains 76417 members 
Mstep: Class 12 contains 71480 members 
Mstep: Class 13 contains 8557 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 165041 members 
Mstep: Class 16 contains 76379 members 
Mstep: Class 17 contains 4450 members 
Mstep: Class 19 contains 167201 members 
Mstep: Class 21 contains 158208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161273168.000000 Penalty: 55833.312500
Iteration 38Q: 17 clusters Score -1.612732e+08 nChanged 9239
Entering ConstructFrom: 
Score: -161273168.000000 Penalty: 55833.312500
Entering ConstructFrom: 
Trying to split cluster 1 (4161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Entering Unmasked Estep 
Score: -514749.437500 Penalty: 2066.710693
	Iteration 0F: 2 clusters Score -514749.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -510796.187500 Penalty: 4133.421387
	Iteration 0F: 3 clusters Score -510796.2 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -511757.093750 Penalty: 4133.421387
	Iteration 1F: 3 clusters Score -511757.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -511955.500000 Penalty: 4133.421387
	Iteration 2F: 3 clusters Score -511955.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -512107.343750 Penalty: 4133.421387
	Iteration 3Q: 3 clusters Score -512107.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -512284.812500 Penalty: 4133.421387
	Iteration 4Q: 3 clusters Score -512284.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -512477.062500 Penalty: 4133.421387
	Iteration 5Q: 3 clusters Score -512477.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -512678.406250 Penalty: 4133.421387
	Iteration 6Q: 3 clusters Score -512678.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -512913.468750 Penalty: 4133.421387
	Iteration 7Q: 3 clusters Score -512913.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -513158.312500 Penalty: 4133.421387
	Iteration 8Q: 3 clusters Score -513158.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -513412.437500 Penalty: 4133.421387
	Iteration 9Q: 3 clusters Score -513412.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -513702.812500 Penalty: 4133.421387
	Iteration 10Q: 3 clusters Score -513702.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -513953.031250 Penalty: 4133.421387
	Iteration 11Q: 3 clusters Score -513953 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -514082.406250 Penalty: 4133.421387
	Iteration 12Q: 3 clusters Score -514082.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -514163.843750 Penalty: 4133.421387
	Iteration 13Q: 3 clusters Score -514163.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -514223.656250 Penalty: 4133.421387
	Iteration 14Q: 3 clusters Score -514223.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -514285.562500 Penalty: 4133.421387
	Iteration 15Q: 3 clusters Score -514285.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -514328.625000 Penalty: 4133.421387
	Iteration 16Q: 3 clusters Score -514328.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -514351.937500 Penalty: 4133.421387
	Iteration 17Q: 3 clusters Score -514351.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -514365.375000 Penalty: 4133.421387
	Iteration 18Q: 3 clusters Score -514365.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -514378.156250 Penalty: 4133.421387
	Iteration 19Q: 3 clusters Score -514378.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -514384.312500 Penalty: 4133.421387
	Iteration 20F: 3 clusters Score -514384.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -514385.718750 Penalty: 4133.421387
	Iteration 21Q: 3 clusters Score -514385.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -514389.593750 Penalty: 4133.421387
	Iteration 22Q: 3 clusters Score -514389.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -514392.500000 Penalty: 4133.421387
	Iteration 23Q: 3 clusters Score -514392.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -514395.375000 Penalty: 4133.421387
	Iteration 24Q: 3 clusters Score -514395.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -514394.843750 Penalty: 4133.421387
	Iteration 25Q: 3 clusters Score -514394.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -514394.843750 Penalty: 4133.421387
	Iteration 26F: 3 clusters Score -514394.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (167457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167457 members 
Entering Unmasked Estep 
Score: -21356190.000000 Penalty: 2983.063477
	Iteration 0F: 2 clusters Score -2.135619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -21253810.000000 Penalty: 5966.126953
	Iteration 0F: 3 clusters Score -2.125381e+07 nChanged 80307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 89271 members 
Entering Unmasked Estep 
Score: -21301708.000000 Penalty: 5966.126953
	Iteration 1F: 3 clusters Score -2.130171e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74747 members 
Mstep: Class 2 contains 92710 members 
Entering Unmasked Estep 
Score: -21304432.000000 Penalty: 5966.126953
	Iteration 2Q: 3 clusters Score -2.130443e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69393 members 
Mstep: Class 2 contains 98064 members 
Entering Unmasked Estep 
Score: -21308902.000000 Penalty: 5966.126953
	Iteration 3F: 3 clusters Score -2.13089e+07 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61967 members 
Mstep: Class 2 contains 105490 members 
Entering Unmasked Estep 
Score: -21315548.000000 Penalty: 5966.126953
	Iteration 4F: 3 clusters Score -2.131555e+07 nChanged 12606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 114370 members 
Entering Unmasked Estep 
Score: -21324864.000000 Penalty: 5966.126953
	Iteration 5F: 3 clusters Score -2.132486e+07 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 123359 members 
Entering Unmasked Estep 
Score: -21335818.000000 Penalty: 5966.126953
	Iteration 6F: 3 clusters Score -2.133582e+07 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 130089 members 
Entering Unmasked Estep 
Score: -21345062.000000 Penalty: 5966.126953
	Iteration 7F: 3 clusters Score -2.134506e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 134007 members 
Entering Unmasked Estep 
Score: -21349650.000000 Penalty: 5966.126953
	Iteration 8Q: 3 clusters Score -2.134965e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 136577 members 
Entering Unmasked Estep 
Score: -21351478.000000 Penalty: 5966.126953
	Iteration 9Q: 3 clusters Score -2.135148e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 138844 members 
Entering Unmasked Estep 
Score: -21352604.000000 Penalty: 5966.126953
	Iteration 10Q: 3 clusters Score -2.13526e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 140890 members 
Entering Unmasked Estep 
Score: -21353376.000000 Penalty: 5966.126953
	Iteration 11Q: 3 clusters Score -2.135338e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 142894 members 
Entering Unmasked Estep 
Score: -21354042.000000 Penalty: 5966.126953
	Iteration 12Q: 3 clusters Score -2.135404e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 144824 members 
Entering Unmasked Estep 
Score: -21354582.000000 Penalty: 5966.126953
	Iteration 13Q: 3 clusters Score -2.135458e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 146639 members 
Entering Unmasked Estep 
Score: -21355160.000000 Penalty: 5966.126953
	Iteration 14Q: 3 clusters Score -2.135516e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 148373 members 
Entering Unmasked Estep 
Score: -21355790.000000 Penalty: 5966.126953
	Iteration 15Q: 3 clusters Score -2.135579e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 150068 members 
Entering Unmasked Estep 
Score: -21356286.000000 Penalty: 5966.126953
	Iteration 16Q: 3 clusters Score -2.135629e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 151725 members 
Entering Unmasked Estep 
Score: -21356562.000000 Penalty: 5966.126953
	Iteration 17Q: 3 clusters Score -2.135656e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 153335 members 
Entering Unmasked Estep 
Score: -21356692.000000 Penalty: 5966.126953
	Iteration 18Q: 3 clusters Score -2.135669e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 154808 members 
Entering Unmasked Estep 
Score: -21356722.000000 Penalty: 5966.126953
	Iteration 19Q: 3 clusters Score -2.135672e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 156097 members 
Entering Unmasked Estep 
Score: -21356802.000000 Penalty: 5966.126953
	Iteration 20F: 3 clusters Score -2.13568e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 157228 members 
Entering Unmasked Estep 
Score: -21356858.000000 Penalty: 5966.126953
	Iteration 21Q: 3 clusters Score -2.135686e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 158248 members 
Entering Unmasked Estep 
Score: -21356770.000000 Penalty: 5966.126953
	Iteration 22Q: 3 clusters Score -2.135677e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 159123 members 
Entering Unmasked Estep 
Score: -21356758.000000 Penalty: 5966.126953
	Iteration 23Q: 3 clusters Score -2.135676e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 159890 members 
Entering Unmasked Estep 
Score: -21356750.000000 Penalty: 5966.126953
	Iteration 24Q: 3 clusters Score -2.135675e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 160573 members 
Entering Unmasked Estep 
Score: -21356692.000000 Penalty: 5966.126953
	Iteration 25Q: 3 clusters Score -2.135669e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 161179 members 
Entering Unmasked Estep 
Score: -21356666.000000 Penalty: 5966.126953
	Iteration 26Q: 3 clusters Score -2.135667e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 161699 members 
Entering Unmasked Estep 
Score: -21356628.000000 Penalty: 5966.126953
	Iteration 27Q: 3 clusters Score -2.135663e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 162143 members 
Entering Unmasked Estep 
Score: -21356586.000000 Penalty: 5966.126953
	Iteration 28Q: 3 clusters Score -2.135659e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 162517 members 
Entering Unmasked Estep 
Score: -21356560.000000 Penalty: 5966.126953
	Iteration 29Q: 3 clusters Score -2.135656e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 162837 members 
Entering Unmasked Estep 
Score: -21356508.000000 Penalty: 5966.126953
	Iteration 30Q: 3 clusters Score -2.135651e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 163113 members 
Entering Unmasked Estep 
Score: -21356456.000000 Penalty: 5966.126953
	Iteration 31Q: 3 clusters Score -2.135646e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 163324 members 
Entering Unmasked Estep 
Score: -21356456.000000 Penalty: 5966.126953
	Iteration 32Q: 3 clusters Score -2.135646e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 163516 members 
Entering Unmasked Estep 
Score: -21356412.000000 Penalty: 5966.126953
	Iteration 33Q: 3 clusters Score -2.135641e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 163695 members 
Entering Unmasked Estep 
Score: -21356304.000000 Penalty: 5966.126953
	Iteration 34Q: 3 clusters Score -2.13563e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 163849 members 
Entering Unmasked Estep 
Score: -21356300.000000 Penalty: 5966.126953
	Iteration 35Q: 3 clusters Score -2.13563e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 163960 members 
Entering Unmasked Estep 
Score: -21356274.000000 Penalty: 5966.126953
	Iteration 36Q: 3 clusters Score -2.135627e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 164054 members 
Entering Unmasked Estep 
Score: -21356246.000000 Penalty: 5966.126953
	Iteration 37Q: 3 clusters Score -2.135625e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 164135 members 
Entering Unmasked Estep 
Score: -21356192.000000 Penalty: 5966.126953
	Iteration 38Q: 3 clusters Score -2.135619e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 164199 members 
Entering Unmasked Estep 
Score: -21356176.000000 Penalty: 5966.126953
	Iteration 39Q: 3 clusters Score -2.135618e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 164255 members 
Entering Unmasked Estep 
Score: -21356176.000000 Penalty: 5966.126953
	Iteration 40F: 3 clusters Score -2.135618e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 164304 members 
Entering Unmasked Estep 
Score: -21356172.000000 Penalty: 5966.126953
	Iteration 41Q: 3 clusters Score -2.135617e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 164341 members 
Entering Unmasked Estep 
Score: -21356138.000000 Penalty: 5966.126953
	Iteration 42Q: 3 clusters Score -2.135614e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 164381 members 
Entering Unmasked Estep 
Score: -21356144.000000 Penalty: 5966.126953
	Iteration 43Q: 3 clusters Score -2.135614e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 164420 members 
Entering Unmasked Estep 
Score: -21356178.000000 Penalty: 5966.126953
	Iteration 44Q: 3 clusters Score -2.135618e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 164456 members 
Entering Unmasked Estep 
Score: -21356160.000000 Penalty: 5966.126953
	Iteration 45Q: 3 clusters Score -2.135616e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 164487 members 
Entering Unmasked Estep 
Score: -21356154.000000 Penalty: 5966.126953
	Iteration 46Q: 3 clusters Score -2.135615e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 164509 members 
Entering Unmasked Estep 
Score: -21356122.000000 Penalty: 5966.126953
	Iteration 47Q: 3 clusters Score -2.135612e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 164529 members 
Entering Unmasked Estep 
Score: -21356118.000000 Penalty: 5966.126953
	Iteration 48Q: 3 clusters Score -2.135612e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 164550 members 
Entering Unmasked Estep 
Score: -21356102.000000 Penalty: 5966.126953
	Iteration 49Q: 3 clusters Score -2.13561e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 164578 members 
Entering Unmasked Estep 
Score: -21356084.000000 Penalty: 5966.126953
	Iteration 50Q: 3 clusters Score -2.135608e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 164606 members 
Entering Unmasked Estep 
Score: -21356076.000000 Penalty: 5966.126953
	Iteration 51Q: 3 clusters Score -2.135608e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 164632 members 
Entering Unmasked Estep 
Score: -21356058.000000 Penalty: 5966.126953
	Iteration 52Q: 3 clusters Score -2.135606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 164653 members 
Entering Unmasked Estep 
Score: -21356040.000000 Penalty: 5966.126953
	Iteration 53Q: 3 clusters Score -2.135604e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 164673 members 
Entering Unmasked Estep 
Score: -21356038.000000 Penalty: 5966.126953
	Iteration 54Q: 3 clusters Score -2.135604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 164691 members 
Entering Unmasked Estep 
Score: -21356018.000000 Penalty: 5966.126953
	Iteration 55Q: 3 clusters Score -2.135602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 164709 members 
Entering Unmasked Estep 
Score: -21356010.000000 Penalty: 5966.126953
	Iteration 56Q: 3 clusters Score -2.135601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 164719 members 
Entering Unmasked Estep 
Score: -21356024.000000 Penalty: 5966.126953
	Iteration 57Q: 3 clusters Score -2.135602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 164733 members 
Entering Unmasked Estep 
Score: -21356014.000000 Penalty: 5966.126953
	Iteration 58Q: 3 clusters Score -2.135601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 164745 members 
Entering Unmasked Estep 
Score: -21355990.000000 Penalty: 5966.126953
	Iteration 59Q: 3 clusters Score -2.135599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 164758 members 
Entering Unmasked Estep 
Score: -21355994.000000 Penalty: 5966.126953
	Iteration 60F: 3 clusters Score -2.135599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 164769 members 
Entering Unmasked Estep 
Score: -21355990.000000 Penalty: 5966.126953
	Iteration 61Q: 3 clusters Score -2.135599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 164781 members 
Entering Unmasked Estep 
Score: -21355988.000000 Penalty: 5966.126953
	Iteration 62Q: 3 clusters Score -2.135599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 164788 members 
Entering Unmasked Estep 
Score: -21355988.000000 Penalty: 5966.126953
	Iteration 63Q: 3 clusters Score -2.135599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 164792 members 
Entering Unmasked Estep 
Score: -21355990.000000 Penalty: 5966.126953
	Iteration 64Q: 3 clusters Score -2.135599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 164795 members 
Entering Unmasked Estep 
Score: -21355988.000000 Penalty: 5966.126953
	Iteration 65Q: 3 clusters Score -2.135599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 164799 members 
Entering Unmasked Estep 
Score: -21355972.000000 Penalty: 5966.126953
	Iteration 66Q: 3 clusters Score -2.135597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 164802 members 
Entering Unmasked Estep 
Score: -21355962.000000 Penalty: 5966.126953
	Iteration 67Q: 3 clusters Score -2.135596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 164801 members 
Entering Unmasked Estep 
Score: -21355958.000000 Penalty: 5966.126953
	Iteration 68Q: 3 clusters Score -2.135596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 164801 members 
Entering Unmasked Estep 
Score: -21355958.000000 Penalty: 5966.126953
	Iteration 69F: 3 clusters Score -2.135596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Entering Unmasked Estep 
Score: -2565935.250000 Penalty: 2458.741211
	Iteration 0F: 2 clusters Score -2565935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2551727.500000 Penalty: 4917.482422
	Iteration 0F: 3 clusters Score -2551728 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2556459.000000 Penalty: 4917.482422
	Iteration 1F: 3 clusters Score -2556459 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2556767.250000 Penalty: 4917.482422
	Iteration 2Q: 3 clusters Score -2556767 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2557028.250000 Penalty: 4917.482422
	Iteration 3Q: 3 clusters Score -2557028 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2557246.750000 Penalty: 4917.482422
	Iteration 4Q: 3 clusters Score -2557247 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2557456.750000 Penalty: 4917.482422
	Iteration 5Q: 3 clusters Score -2557457 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2557632.500000 Penalty: 4917.482422
	Iteration 6Q: 3 clusters Score -2557632 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2557790.250000 Penalty: 4917.482422
	Iteration 7Q: 3 clusters Score -2557790 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2557967.750000 Penalty: 4917.482422
	Iteration 8Q: 3 clusters Score -2557968 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2558172.500000 Penalty: 4917.482422
	Iteration 9Q: 3 clusters Score -2558172 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2558432.750000 Penalty: 4917.482422
	Iteration 10Q: 3 clusters Score -2558433 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2558774.500000 Penalty: 4917.482422
	Iteration 11Q: 3 clusters Score -2558774 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2559178.750000 Penalty: 4917.482422
	Iteration 12Q: 3 clusters Score -2559179 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2559686.000000 Penalty: 4917.482422
	Iteration 13Q: 3 clusters Score -2559686 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2560271.500000 Penalty: 4917.482422
	Iteration 14Q: 3 clusters Score -2560272 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2560839.250000 Penalty: 4917.482422
	Iteration 15Q: 3 clusters Score -2560839 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2561336.750000 Penalty: 4917.482422
	Iteration 16Q: 3 clusters Score -2561337 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2561731.750000 Penalty: 4917.482422
	Iteration 17Q: 3 clusters Score -2561732 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2562006.750000 Penalty: 4917.482422
	Iteration 18Q: 3 clusters Score -2562007 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2562187.250000 Penalty: 4917.482422
	Iteration 19Q: 3 clusters Score -2562187 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2562310.500000 Penalty: 4917.482422
	Iteration 20F: 3 clusters Score -2562310 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2562394.750000 Penalty: 4917.482422
	Iteration 21Q: 3 clusters Score -2562395 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2562458.000000 Penalty: 4917.482422
	Iteration 22Q: 3 clusters Score -2562458 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2562508.750000 Penalty: 4917.482422
	Iteration 23Q: 3 clusters Score -2562509 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2562552.750000 Penalty: 4917.482422
	Iteration 24Q: 3 clusters Score -2562553 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2562593.750000 Penalty: 4917.482422
	Iteration 25Q: 3 clusters Score -2562594 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2562610.000000 Penalty: 4917.482422
	Iteration 26Q: 3 clusters Score -2562610 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2562632.750000 Penalty: 4917.482422
	Iteration 27Q: 3 clusters Score -2562633 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2562661.500000 Penalty: 4917.482422
	Iteration 28Q: 3 clusters Score -2562662 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2562683.750000 Penalty: 4917.482422
	Iteration 29Q: 3 clusters Score -2562684 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2562694.250000 Penalty: 4917.482422
	Iteration 30Q: 3 clusters Score -2562694 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2562716.750000 Penalty: 4917.482422
	Iteration 31Q: 3 clusters Score -2562717 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2562722.750000 Penalty: 4917.482422
	Iteration 32Q: 3 clusters Score -2562723 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2562742.000000 Penalty: 4917.482422
	Iteration 33Q: 3 clusters Score -2562742 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2562753.250000 Penalty: 4917.482422
	Iteration 34Q: 3 clusters Score -2562753 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2562766.250000 Penalty: 4917.482422
	Iteration 35Q: 3 clusters Score -2562766 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2562778.750000 Penalty: 4917.482422
	Iteration 36Q: 3 clusters Score -2562779 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2562790.250000 Penalty: 4917.482422
	Iteration 37Q: 3 clusters Score -2562790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2562795.750000 Penalty: 4917.482422
	Iteration 38Q: 3 clusters Score -2562796 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2562817.000000 Penalty: 4917.482422
	Iteration 39Q: 3 clusters Score -2562817 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2562817.000000 Penalty: 4917.482422
	Iteration 40F: 3 clusters Score -2562817 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2562831.250000 Penalty: 4917.482422
	Iteration 41Q: 3 clusters Score -2562831 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2562842.000000 Penalty: 4917.482422
	Iteration 42Q: 3 clusters Score -2562842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2562843.250000 Penalty: 4917.482422
	Iteration 43Q: 3 clusters Score -2562843 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2562850.750000 Penalty: 4917.482422
	Iteration 44Q: 3 clusters Score -2562851 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2562862.750000 Penalty: 4917.482422
	Iteration 45Q: 3 clusters Score -2562863 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2562863.250000 Penalty: 4917.482422
	Iteration 46Q: 3 clusters Score -2562863 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2562867.000000 Penalty: 4917.482422
	Iteration 47Q: 3 clusters Score -2562867 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2562871.500000 Penalty: 4917.482422
	Iteration 48Q: 3 clusters Score -2562872 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2562886.000000 Penalty: 4917.482422
	Iteration 49Q: 3 clusters Score -2562886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2562897.000000 Penalty: 4917.482422
	Iteration 50Q: 3 clusters Score -2562897 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2562909.250000 Penalty: 4917.482422
	Iteration 51Q: 3 clusters Score -2562909 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2562921.000000 Penalty: 4917.482422
	Iteration 52Q: 3 clusters Score -2562921 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2562928.250000 Penalty: 4917.482422
	Iteration 53Q: 3 clusters Score -2562928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2562933.250000 Penalty: 4917.482422
	Iteration 54Q: 3 clusters Score -2562933 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2562936.000000 Penalty: 4917.482422
	Iteration 55Q: 3 clusters Score -2562936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2562943.000000 Penalty: 4917.482422
	Iteration 56Q: 3 clusters Score -2562943 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2562954.000000 Penalty: 4917.482422
	Iteration 57Q: 3 clusters Score -2562954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2562961.750000 Penalty: 4917.482422
	Iteration 58Q: 3 clusters Score -2562962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2562975.750000 Penalty: 4917.482422
	Iteration 59Q: 3 clusters Score -2562976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2562986.750000 Penalty: 4917.482422
	Iteration 60F: 3 clusters Score -2562987 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2562986.750000 Penalty: 4917.482422
	Iteration 61Q: 3 clusters Score -2562987 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2562997.000000 Penalty: 4917.482422
	Iteration 62Q: 3 clusters Score -2562997 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2563005.750000 Penalty: 4917.482422
	Iteration 63Q: 3 clusters Score -2563006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2563016.250000 Penalty: 4917.482422
	Iteration 64Q: 3 clusters Score -2563016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2563019.000000 Penalty: 4917.482422
	Iteration 65Q: 3 clusters Score -2563019 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2563021.750000 Penalty: 4917.482422
	Iteration 66Q: 3 clusters Score -2563022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2563030.500000 Penalty: 4917.482422
	Iteration 67Q: 3 clusters Score -2563030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2563042.750000 Penalty: 4917.482422
	Iteration 68Q: 3 clusters Score -2563043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2563052.500000 Penalty: 4917.482422
	Iteration 69Q: 3 clusters Score -2563052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2563062.000000 Penalty: 4917.482422
	Iteration 70Q: 3 clusters Score -2563062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2563074.750000 Penalty: 4917.482422
	Iteration 71Q: 3 clusters Score -2563075 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2563088.250000 Penalty: 4917.482422
	Iteration 72Q: 3 clusters Score -2563088 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2563111.000000 Penalty: 4917.482422
	Iteration 73Q: 3 clusters Score -2563111 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2563120.000000 Penalty: 4917.482422
	Iteration 74Q: 3 clusters Score -2563120 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2563137.500000 Penalty: 4917.482422
	Iteration 75Q: 3 clusters Score -2563138 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2563145.000000 Penalty: 4917.482422
	Iteration 76Q: 3 clusters Score -2563145 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2563149.250000 Penalty: 4917.482422
	Iteration 77Q: 3 clusters Score -2563149 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2563163.250000 Penalty: 4917.482422
	Iteration 78Q: 3 clusters Score -2563163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2563173.500000 Penalty: 4917.482422
	Iteration 79Q: 3 clusters Score -2563174 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2563183.750000 Penalty: 4917.482422
	Iteration 80F: 3 clusters Score -2563184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2563194.750000 Penalty: 4917.482422
	Iteration 81Q: 3 clusters Score -2563195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2563202.000000 Penalty: 4917.482422
	Iteration 82Q: 3 clusters Score -2563202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2563205.000000 Penalty: 4917.482422
	Iteration 83Q: 3 clusters Score -2563205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2563211.750000 Penalty: 4917.482422
	Iteration 84Q: 3 clusters Score -2563212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2563219.000000 Penalty: 4917.482422
	Iteration 85Q: 3 clusters Score -2563219 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2563224.250000 Penalty: 4917.482422
	Iteration 86Q: 3 clusters Score -2563224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2563233.500000 Penalty: 4917.482422
	Iteration 87Q: 3 clusters Score -2563234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2563231.750000 Penalty: 4917.482422
	Iteration 88Q: 3 clusters Score -2563232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2563248.750000 Penalty: 4917.482422
	Iteration 89Q: 3 clusters Score -2563249 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2563253.250000 Penalty: 4917.482422
	Iteration 90Q: 3 clusters Score -2563253 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2563269.500000 Penalty: 4917.482422
	Iteration 91Q: 3 clusters Score -2563270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2563280.750000 Penalty: 4917.482422
	Iteration 92Q: 3 clusters Score -2563281 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2563287.750000 Penalty: 4917.482422
	Iteration 93Q: 3 clusters Score -2563288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2563291.250000 Penalty: 4917.482422
	Iteration 94Q: 3 clusters Score -2563291 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2563302.750000 Penalty: 4917.482422
	Iteration 95Q: 3 clusters Score -2563303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2563303.750000 Penalty: 4917.482422
	Iteration 96Q: 3 clusters Score -2563304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2563319.250000 Penalty: 4917.482422
	Iteration 97Q: 3 clusters Score -2563319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2563328.750000 Penalty: 4917.482422
	Iteration 98Q: 3 clusters Score -2563329 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2563352.000000 Penalty: 4917.482422
	Iteration 99Q: 3 clusters Score -2563352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2563357.250000 Penalty: 4917.482422
	Iteration 100F: 3 clusters Score -2563357 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2563362.000000 Penalty: 4917.482422
	Iteration 101Q: 3 clusters Score -2563362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2563381.750000 Penalty: 4917.482422
	Iteration 102Q: 3 clusters Score -2563382 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2563394.750000 Penalty: 4917.482422
	Iteration 103Q: 3 clusters Score -2563395 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2563412.000000 Penalty: 4917.482422
	Iteration 104Q: 3 clusters Score -2563412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2563420.250000 Penalty: 4917.482422
	Iteration 105Q: 3 clusters Score -2563420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2563432.750000 Penalty: 4917.482422
	Iteration 106Q: 3 clusters Score -2563433 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2563434.750000 Penalty: 4917.482422
	Iteration 107Q: 3 clusters Score -2563435 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2563446.750000 Penalty: 4917.482422
	Iteration 108Q: 3 clusters Score -2563447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2563458.500000 Penalty: 4917.482422
	Iteration 109Q: 3 clusters Score -2563458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2563468.000000 Penalty: 4917.482422
	Iteration 110Q: 3 clusters Score -2563468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2563470.250000 Penalty: 4917.482422
	Iteration 111Q: 3 clusters Score -2563470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2563471.500000 Penalty: 4917.482422
	Iteration 112Q: 3 clusters Score -2563472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2563476.500000 Penalty: 4917.482422
	Iteration 113Q: 3 clusters Score -2563476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2563484.750000 Penalty: 4917.482422
	Iteration 114Q: 3 clusters Score -2563485 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2563493.500000 Penalty: 4917.482422
	Iteration 115Q: 3 clusters Score -2563494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2563506.500000 Penalty: 4917.482422
	Iteration 116Q: 3 clusters Score -2563506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2563510.000000 Penalty: 4917.482422
	Iteration 117Q: 3 clusters Score -2563510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2563520.500000 Penalty: 4917.482422
	Iteration 118Q: 3 clusters Score -2563520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2563525.250000 Penalty: 4917.482422
	Iteration 119Q: 3 clusters Score -2563525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2563531.000000 Penalty: 4917.482422
	Iteration 120F: 3 clusters Score -2563531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2563543.000000 Penalty: 4917.482422
	Iteration 121Q: 3 clusters Score -2563543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2563547.250000 Penalty: 4917.482422
	Iteration 122Q: 3 clusters Score -2563547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2563556.500000 Penalty: 4917.482422
	Iteration 123Q: 3 clusters Score -2563556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2563555.000000 Penalty: 4917.482422
	Iteration 124Q: 3 clusters Score -2563555 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2563559.750000 Penalty: 4917.482422
	Iteration 125Q: 3 clusters Score -2563560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2563571.500000 Penalty: 4917.482422
	Iteration 126Q: 3 clusters Score -2563572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2563577.000000 Penalty: 4917.482422
	Iteration 127Q: 3 clusters Score -2563577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2563587.000000 Penalty: 4917.482422
	Iteration 128Q: 3 clusters Score -2563587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2563599.750000 Penalty: 4917.482422
	Iteration 129Q: 3 clusters Score -2563600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2563604.000000 Penalty: 4917.482422
	Iteration 130Q: 3 clusters Score -2563604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2563614.000000 Penalty: 4917.482422
	Iteration 131Q: 3 clusters Score -2563614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2563616.000000 Penalty: 4917.482422
	Iteration 132Q: 3 clusters Score -2563616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2563617.750000 Penalty: 4917.482422
	Iteration 133Q: 3 clusters Score -2563618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2563617.250000 Penalty: 4917.482422
	Iteration 134Q: 3 clusters Score -2563617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2563620.750000 Penalty: 4917.482422
	Iteration 135Q: 3 clusters Score -2563621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2563626.250000 Penalty: 4917.482422
	Iteration 136Q: 3 clusters Score -2563626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2563628.500000 Penalty: 4917.482422
	Iteration 137Q: 3 clusters Score -2563628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2563634.750000 Penalty: 4917.482422
	Iteration 138Q: 3 clusters Score -2563635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2563636.000000 Penalty: 4917.482422
	Iteration 139Q: 3 clusters Score -2563636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2563637.250000 Penalty: 4917.482422
	Iteration 140F: 3 clusters Score -2563637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2563642.500000 Penalty: 4917.482422
	Iteration 141Q: 3 clusters Score -2563642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2563651.750000 Penalty: 4917.482422
	Iteration 142Q: 3 clusters Score -2563652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2563653.500000 Penalty: 4917.482422
	Iteration 143Q: 3 clusters Score -2563654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2563657.000000 Penalty: 4917.482422
	Iteration 144Q: 3 clusters Score -2563657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2563656.000000 Penalty: 4917.482422
	Iteration 145Q: 3 clusters Score -2563656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2563662.500000 Penalty: 4917.482422
	Iteration 146Q: 3 clusters Score -2563662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2563669.500000 Penalty: 4917.482422
	Iteration 147Q: 3 clusters Score -2563670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2563677.250000 Penalty: 4917.482422
	Iteration 148Q: 3 clusters Score -2563677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2563671.000000 Penalty: 4917.482422
	Iteration 149Q: 3 clusters Score -2563671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2563681.250000 Penalty: 4917.482422
	Iteration 150Q: 3 clusters Score -2563681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2563686.250000 Penalty: 4917.482422
	Iteration 151Q: 3 clusters Score -2563686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2563694.250000 Penalty: 4917.482422
	Iteration 152Q: 3 clusters Score -2563694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2563698.000000 Penalty: 4917.482422
	Iteration 153Q: 3 clusters Score -2563698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2563709.000000 Penalty: 4917.482422
	Iteration 154Q: 3 clusters Score -2563709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2563713.500000 Penalty: 4917.482422
	Iteration 155Q: 3 clusters Score -2563714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2563723.000000 Penalty: 4917.482422
	Iteration 156Q: 3 clusters Score -2563723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2563733.000000 Penalty: 4917.482422
	Iteration 157Q: 3 clusters Score -2563733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2563739.250000 Penalty: 4917.482422
	Iteration 158Q: 3 clusters Score -2563739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2563742.250000 Penalty: 4917.482422
	Iteration 159Q: 3 clusters Score -2563742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2563748.750000 Penalty: 4917.482422
	Iteration 160F: 3 clusters Score -2563749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2563753.000000 Penalty: 4917.482422
	Iteration 161Q: 3 clusters Score -2563753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2563756.000000 Penalty: 4917.482422
	Iteration 162Q: 3 clusters Score -2563756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2563764.000000 Penalty: 4917.482422
	Iteration 163Q: 3 clusters Score -2563764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2563766.500000 Penalty: 4917.482422
	Iteration 164Q: 3 clusters Score -2563766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2563771.000000 Penalty: 4917.482422
	Iteration 165Q: 3 clusters Score -2563771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2563780.750000 Penalty: 4917.482422
	Iteration 166Q: 3 clusters Score -2563781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2563783.250000 Penalty: 4917.482422
	Iteration 167Q: 3 clusters Score -2563783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2563799.000000 Penalty: 4917.482422
	Iteration 168Q: 3 clusters Score -2563799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2563805.250000 Penalty: 4917.482422
	Iteration 169Q: 3 clusters Score -2563805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2563808.750000 Penalty: 4917.482422
	Iteration 170Q: 3 clusters Score -2563809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2563808.000000 Penalty: 4917.482422
	Iteration 171Q: 3 clusters Score -2563808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2563811.750000 Penalty: 4917.482422
	Iteration 172Q: 3 clusters Score -2563812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2563812.500000 Penalty: 4917.482422
	Iteration 173Q: 3 clusters Score -2563812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2563811.750000 Penalty: 4917.482422
	Iteration 174Q: 3 clusters Score -2563812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2563816.500000 Penalty: 4917.482422
	Iteration 175Q: 3 clusters Score -2563816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2563818.250000 Penalty: 4917.482422
	Iteration 176Q: 3 clusters Score -2563818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2563822.000000 Penalty: 4917.482422
	Iteration 177Q: 3 clusters Score -2563822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2563824.500000 Penalty: 4917.482422
	Iteration 178Q: 3 clusters Score -2563824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2563828.250000 Penalty: 4917.482422
	Iteration 179Q: 3 clusters Score -2563828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2563826.750000 Penalty: 4917.482422
	Iteration 180F: 3 clusters Score -2563827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2563835.000000 Penalty: 4917.482422
	Iteration 181Q: 3 clusters Score -2563835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2563837.250000 Penalty: 4917.482422
	Iteration 182Q: 3 clusters Score -2563837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2563843.250000 Penalty: 4917.482422
	Iteration 183Q: 3 clusters Score -2563843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2563849.000000 Penalty: 4917.482422
	Iteration 184Q: 3 clusters Score -2563849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2563853.750000 Penalty: 4917.482422
	Iteration 185Q: 3 clusters Score -2563854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2563856.250000 Penalty: 4917.482422
	Iteration 186Q: 3 clusters Score -2563856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2563854.000000 Penalty: 4917.482422
	Iteration 187Q: 3 clusters Score -2563854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2563858.750000 Penalty: 4917.482422
	Iteration 188Q: 3 clusters Score -2563859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2563864.750000 Penalty: 4917.482422
	Iteration 189Q: 3 clusters Score -2563865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2563862.500000 Penalty: 4917.482422
	Iteration 190Q: 3 clusters Score -2563862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2563865.250000 Penalty: 4917.482422
	Iteration 191Q: 3 clusters Score -2563865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2563877.250000 Penalty: 4917.482422
	Iteration 192Q: 3 clusters Score -2563877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2563884.000000 Penalty: 4917.482422
	Iteration 193Q: 3 clusters Score -2563884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2563886.000000 Penalty: 4917.482422
	Iteration 194Q: 3 clusters Score -2563886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2563891.000000 Penalty: 4917.482422
	Iteration 195Q: 3 clusters Score -2563891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2563891.250000 Penalty: 4917.482422
	Iteration 196Q: 3 clusters Score -2563891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2563895.750000 Penalty: 4917.482422
	Iteration 197Q: 3 clusters Score -2563896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2563896.250000 Penalty: 4917.482422
	Iteration 198Q: 3 clusters Score -2563896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2563894.500000 Penalty: 4917.482422
	Iteration 199Q: 3 clusters Score -2563894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2563900.250000 Penalty: 4917.482422
	Iteration 200F: 3 clusters Score -2563900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2563903.500000 Penalty: 4917.482422
	Iteration 201Q: 3 clusters Score -2563904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2563907.250000 Penalty: 4917.482422
	Iteration 202Q: 3 clusters Score -2563907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2563910.000000 Penalty: 4917.482422
	Iteration 203Q: 3 clusters Score -2563910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2563909.250000 Penalty: 4917.482422
	Iteration 204Q: 3 clusters Score -2563909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2563912.500000 Penalty: 4917.482422
	Iteration 205Q: 3 clusters Score -2563912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2563916.500000 Penalty: 4917.482422
	Iteration 206Q: 3 clusters Score -2563916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2563913.500000 Penalty: 4917.482422
	Iteration 207Q: 3 clusters Score -2563914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2563912.750000 Penalty: 4917.482422
	Iteration 208Q: 3 clusters Score -2563913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2563913.000000 Penalty: 4917.482422
	Iteration 209Q: 3 clusters Score -2563913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2563913.750000 Penalty: 4917.482422
	Iteration 210Q: 3 clusters Score -2563914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2563913.750000 Penalty: 4917.482422
	Iteration 211F: 3 clusters Score -2563914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Entering Unmasked Estep 
Score: -264810.125000 Penalty: 1968.025635
	Iteration 0F: 2 clusters Score -264810.1 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 1354 members 
Entering Unmasked Estep 
Score: -261982.312500 Penalty: 3936.051270
	Iteration 0F: 3 clusters Score -261982.3 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -265260.468750 Penalty: 3936.051270
	Iteration 1F: 3 clusters Score -265260.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -267187.625000 Penalty: 3936.051270
	Iteration 2F: 3 clusters Score -267187.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -268372.531250 Penalty: 3936.051270
	Iteration 3F: 3 clusters Score -268372.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -269063.531250 Penalty: 3936.051270
	Iteration 4F: 3 clusters Score -269063.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -269450.156250 Penalty: 3936.051270
	Iteration 5Q: 3 clusters Score -269450.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -270083.125000 Penalty: 3936.051270
	Iteration 6Q: 3 clusters Score -270083.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -270217.093750 Penalty: 3936.051270
	Iteration 7Q: 3 clusters Score -270217.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -270314.593750 Penalty: 3936.051270
	Iteration 8Q: 3 clusters Score -270314.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -270355.750000 Penalty: 3936.051270
	Iteration 9Q: 3 clusters Score -270355.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -270375.000000 Penalty: 3936.051270
	Iteration 10Q: 3 clusters Score -270375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -270382.156250 Penalty: 3936.051270
	Iteration 11Q: 3 clusters Score -270382.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -270389.750000 Penalty: 3936.051270
	Iteration 12Q: 3 clusters Score -270389.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -270395.031250 Penalty: 3936.051270
	Iteration 13Q: 3 clusters Score -270395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -270403.281250 Penalty: 3936.051270
	Iteration 14Q: 3 clusters Score -270403.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -270404.406250 Penalty: 3936.051270
	Iteration 15Q: 3 clusters Score -270404.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -270411.718750 Penalty: 3936.051270
	Iteration 16Q: 3 clusters Score -270411.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -270414.062500 Penalty: 3936.051270
	Iteration 17Q: 3 clusters Score -270414.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -270415.343750 Penalty: 3936.051270
	Iteration 18Q: 3 clusters Score -270415.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -270417.656250 Penalty: 3936.051270
	Iteration 19Q: 3 clusters Score -270417.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -270434.093750 Penalty: 3936.051270
	Iteration 20F: 3 clusters Score -270434.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -270462.218750 Penalty: 3936.051270
	Iteration 21Q: 3 clusters Score -270462.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -270470.093750 Penalty: 3936.051270
	Iteration 22Q: 3 clusters Score -270470.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -270473.187500 Penalty: 3936.051270
	Iteration 23Q: 3 clusters Score -270473.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -270475.468750 Penalty: 3936.051270
	Iteration 24Q: 3 clusters Score -270475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -270475.718750 Penalty: 3936.051270
	Iteration 25Q: 3 clusters Score -270475.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -270475.718750 Penalty: 3936.051270
	Iteration 26F: 3 clusters Score -270475.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 167457 members 
Mstep: Class 3 contains 20217 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 188012 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 10 contains 175923 members 
Mstep: Class 11 contains 76348 members 
Mstep: Class 12 contains 73953 members 
Mstep: Class 13 contains 8561 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 164818 members 
Mstep: Class 16 contains 76223 members 
Mstep: Class 17 contains 4427 members 
Mstep: Class 19 contains 166791 members 
Mstep: Class 21 contains 158090 members 
Entering Unmasked Estep 
Score: -161278368.000000 Penalty: 59322.894531
Splitting cluster 4 changes total score from -161273168.000000 to -161278368.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 5 (188012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188012 members 
Entering Unmasked Estep 
Score: -23859818.000000 Penalty: 3011.776855
	Iteration 0F: 2 clusters Score -2.385982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 94320 members 
Entering Unmasked Estep 
Score: -23741104.000000 Penalty: 6023.553711
	Iteration 0F: 3 clusters Score -2.37411e+07 nChanged 89857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88817 members 
Mstep: Class 2 contains 99195 members 
Entering Unmasked Estep 
Score: -23794336.000000 Penalty: 6023.553711
	Iteration 1F: 3 clusters Score -2.379434e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85791 members 
Mstep: Class 2 contains 102221 members 
Entering Unmasked Estep 
Score: -23796040.000000 Penalty: 6023.553711
	Iteration 2Q: 3 clusters Score -2.379604e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81164 members 
Mstep: Class 2 contains 106848 members 
Entering Unmasked Estep 
Score: -23799144.000000 Penalty: 6023.553711
	Iteration 3Q: 3 clusters Score -2.379914e+07 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 113318 members 
Entering Unmasked Estep 
Score: -23804498.000000 Penalty: 6023.553711
	Iteration 4Q: 3 clusters Score -2.38045e+07 nChanged 10155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 121473 members 
Entering Unmasked Estep 
Score: -23811744.000000 Penalty: 6023.553711
	Iteration 5F: 3 clusters Score -2.381174e+07 nChanged 11467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 130862 members 
Entering Unmasked Estep 
Score: -23821276.000000 Penalty: 6023.553711
	Iteration 6F: 3 clusters Score -2.382128e+07 nChanged 11611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 140027 members 
Entering Unmasked Estep 
Score: -23831104.000000 Penalty: 6023.553711
	Iteration 7F: 3 clusters Score -2.38311e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 147771 members 
Entering Unmasked Estep 
Score: -23839266.000000 Penalty: 6023.553711
	Iteration 8F: 3 clusters Score -2.383927e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 154058 members 
Entering Unmasked Estep 
Score: -23844634.000000 Penalty: 6023.553711
	Iteration 9Q: 3 clusters Score -2.384463e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 159379 members 
Entering Unmasked Estep 
Score: -23847846.000000 Penalty: 6023.553711
	Iteration 10Q: 3 clusters Score -2.384785e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 164105 members 
Entering Unmasked Estep 
Score: -23849730.000000 Penalty: 6023.553711
	Iteration 11Q: 3 clusters Score -2.384973e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 168398 members 
Entering Unmasked Estep 
Score: -23851488.000000 Penalty: 6023.553711
	Iteration 12Q: 3 clusters Score -2.385149e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 172211 members 
Entering Unmasked Estep 
Score: -23852848.000000 Penalty: 6023.553711
	Iteration 13Q: 3 clusters Score -2.385285e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 175476 members 
Entering Unmasked Estep 
Score: -23854016.000000 Penalty: 6023.553711
	Iteration 14Q: 3 clusters Score -2.385402e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 178212 members 
Entering Unmasked Estep 
Score: -23854982.000000 Penalty: 6023.553711
	Iteration 15Q: 3 clusters Score -2.385498e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 180405 members 
Entering Unmasked Estep 
Score: -23855742.000000 Penalty: 6023.553711
	Iteration 16Q: 3 clusters Score -2.385574e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 182114 members 
Entering Unmasked Estep 
Score: -23856058.000000 Penalty: 6023.553711
	Iteration 17Q: 3 clusters Score -2.385606e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 183353 members 
Entering Unmasked Estep 
Score: -23856356.000000 Penalty: 6023.553711
	Iteration 18Q: 3 clusters Score -2.385636e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 184292 members 
Entering Unmasked Estep 
Score: -23856720.000000 Penalty: 6023.553711
	Iteration 19Q: 3 clusters Score -2.385672e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 184980 members 
Entering Unmasked Estep 
Score: -23856858.000000 Penalty: 6023.553711
	Iteration 20F: 3 clusters Score -2.385686e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 185483 members 
Entering Unmasked Estep 
Score: -23857040.000000 Penalty: 6023.553711
	Iteration 21Q: 3 clusters Score -2.385704e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 185837 members 
Entering Unmasked Estep 
Score: -23857084.000000 Penalty: 6023.553711
	Iteration 22Q: 3 clusters Score -2.385708e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 186087 members 
Entering Unmasked Estep 
Score: -23857150.000000 Penalty: 6023.553711
	Iteration 23Q: 3 clusters Score -2.385715e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 186279 members 
Entering Unmasked Estep 
Score: -23857204.000000 Penalty: 6023.553711
	Iteration 24Q: 3 clusters Score -2.38572e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 186420 members 
Entering Unmasked Estep 
Score: -23857250.000000 Penalty: 6023.553711
	Iteration 25Q: 3 clusters Score -2.385725e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 186521 members 
Entering Unmasked Estep 
Score: -23857330.000000 Penalty: 6023.553711
	Iteration 26Q: 3 clusters Score -2.385733e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 186598 members 
Entering Unmasked Estep 
Score: -23857330.000000 Penalty: 6023.553711
	Iteration 27Q: 3 clusters Score -2.385733e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 186650 members 
Entering Unmasked Estep 
Score: -23857368.000000 Penalty: 6023.553711
	Iteration 28Q: 3 clusters Score -2.385737e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 186695 members 
Entering Unmasked Estep 
Score: -23857354.000000 Penalty: 6023.553711
	Iteration 29Q: 3 clusters Score -2.385735e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 186725 members 
Entering Unmasked Estep 
Score: -23857364.000000 Penalty: 6023.553711
	Iteration 30Q: 3 clusters Score -2.385736e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 186758 members 
Entering Unmasked Estep 
Score: -23857376.000000 Penalty: 6023.553711
	Iteration 31Q: 3 clusters Score -2.385738e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 186784 members 
Entering Unmasked Estep 
Score: -23857404.000000 Penalty: 6023.553711
	Iteration 32Q: 3 clusters Score -2.38574e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 186808 members 
Entering Unmasked Estep 
Score: -23857424.000000 Penalty: 6023.553711
	Iteration 33Q: 3 clusters Score -2.385742e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 186839 members 
Entering Unmasked Estep 
Score: -23857452.000000 Penalty: 6023.553711
	Iteration 34Q: 3 clusters Score -2.385745e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 186872 members 
Entering Unmasked Estep 
Score: -23857448.000000 Penalty: 6023.553711
	Iteration 35Q: 3 clusters Score -2.385745e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 186891 members 
Entering Unmasked Estep 
Score: -23857454.000000 Penalty: 6023.553711
	Iteration 36Q: 3 clusters Score -2.385745e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 186907 members 
Entering Unmasked Estep 
Score: -23857462.000000 Penalty: 6023.553711
	Iteration 37Q: 3 clusters Score -2.385746e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 186918 members 
Entering Unmasked Estep 
Score: -23857484.000000 Penalty: 6023.553711
	Iteration 38Q: 3 clusters Score -2.385748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 186929 members 
Entering Unmasked Estep 
Score: -23857498.000000 Penalty: 6023.553711
	Iteration 39Q: 3 clusters Score -2.38575e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 186941 members 
Entering Unmasked Estep 
Score: -23857486.000000 Penalty: 6023.553711
	Iteration 40F: 3 clusters Score -2.385749e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 186957 members 
Entering Unmasked Estep 
Score: -23857486.000000 Penalty: 6023.553711
	Iteration 41Q: 3 clusters Score -2.385749e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 186971 members 
Entering Unmasked Estep 
Score: -23857500.000000 Penalty: 6023.553711
	Iteration 42Q: 3 clusters Score -2.38575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 186980 members 
Entering Unmasked Estep 
Score: -23857508.000000 Penalty: 6023.553711
	Iteration 43Q: 3 clusters Score -2.385751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 186987 members 
Entering Unmasked Estep 
Score: -23857492.000000 Penalty: 6023.553711
	Iteration 44Q: 3 clusters Score -2.385749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 186993 members 
Entering Unmasked Estep 
Score: -23857530.000000 Penalty: 6023.553711
	Iteration 45Q: 3 clusters Score -2.385753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 186999 members 
Entering Unmasked Estep 
Score: -23857542.000000 Penalty: 6023.553711
	Iteration 46Q: 3 clusters Score -2.385754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 186999 members 
Entering Unmasked Estep 
Score: -23857550.000000 Penalty: 6023.553711
	Iteration 47Q: 3 clusters Score -2.385755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 187007 members 
Entering Unmasked Estep 
Score: -23857542.000000 Penalty: 6023.553711
	Iteration 48Q: 3 clusters Score -2.385754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 187011 members 
Entering Unmasked Estep 
Score: -23857546.000000 Penalty: 6023.553711
	Iteration 49Q: 3 clusters Score -2.385755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 187016 members 
Entering Unmasked Estep 
Score: -23857542.000000 Penalty: 6023.553711
	Iteration 50Q: 3 clusters Score -2.385754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 187019 members 
Entering Unmasked Estep 
Score: -23857542.000000 Penalty: 6023.553711
	Iteration 51Q: 3 clusters Score -2.385754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 187019 members 
Entering Unmasked Estep 
Score: -23857534.000000 Penalty: 6023.553711
	Iteration 52Q: 3 clusters Score -2.385753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 187021 members 
Entering Unmasked Estep 
Score: -23857544.000000 Penalty: 6023.553711
	Iteration 53Q: 3 clusters Score -2.385754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 187022 members 
Entering Unmasked Estep 
Score: -23857518.000000 Penalty: 6023.553711
	Iteration 54Q: 3 clusters Score -2.385752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 187025 members 
Entering Unmasked Estep 
Score: -23857534.000000 Penalty: 6023.553711
	Iteration 55Q: 3 clusters Score -2.385753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 187027 members 
Entering Unmasked Estep 
Score: -23857532.000000 Penalty: 6023.553711
	Iteration 56Q: 3 clusters Score -2.385753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 187030 members 
Entering Unmasked Estep 
Score: -23857534.000000 Penalty: 6023.553711
	Iteration 57Q: 3 clusters Score -2.385753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 187030 members 
Entering Unmasked Estep 
Score: -23857534.000000 Penalty: 6023.553711
	Iteration 58F: 3 clusters Score -2.385753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -230359.734375 Penalty: 1882.280640
	Iteration 0F: 2 clusters Score -230359.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -227761.078125 Penalty: 3764.561279
	Iteration 0F: 3 clusters Score -227761.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -228318.828125 Penalty: 3764.561279
	Iteration 1F: 3 clusters Score -228318.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -229303.281250 Penalty: 3764.561279
	Iteration 2F: 3 clusters Score -229303.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -231430.703125 Penalty: 3764.561279
	Iteration 3F: 3 clusters Score -231430.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -232178.562500 Penalty: 3764.561279
	Iteration 4F: 3 clusters Score -232178.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -232498.984375 Penalty: 3764.561279
	Iteration 5F: 3 clusters Score -232499 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -232658.500000 Penalty: 3764.561279
	Iteration 6Q: 3 clusters Score -232658.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -232751.734375 Penalty: 3764.561279
	Iteration 7Q: 3 clusters Score -232751.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -232836.921875 Penalty: 3764.561279
	Iteration 8Q: 3 clusters Score -232836.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -232893.875000 Penalty: 3764.561279
	Iteration 9Q: 3 clusters Score -232893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -232938.125000 Penalty: 3764.561279
	Iteration 10Q: 3 clusters Score -232938.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -232983.687500 Penalty: 3764.561279
	Iteration 11Q: 3 clusters Score -232983.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -233031.671875 Penalty: 3764.561279
	Iteration 12Q: 3 clusters Score -233031.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -233046.109375 Penalty: 3764.561279
	Iteration 13Q: 3 clusters Score -233046.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -233050.656250 Penalty: 3764.561279
	Iteration 14Q: 3 clusters Score -233050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -233074.609375 Penalty: 3764.561279
	Iteration 15Q: 3 clusters Score -233074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -233107.015625 Penalty: 3764.561279
	Iteration 16Q: 3 clusters Score -233107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -233115.156250 Penalty: 3764.561279
	Iteration 17Q: 3 clusters Score -233115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -233115.156250 Penalty: 3764.561279
	Iteration 18F: 3 clusters Score -233115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 167457 members 
Mstep: Class 3 contains 20217 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 188012 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 1833 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 10 contains 175923 members 
Mstep: Class 11 contains 76348 members 
Mstep: Class 12 contains 73953 members 
Mstep: Class 13 contains 8561 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 164818 members 
Mstep: Class 16 contains 76223 members 
Mstep: Class 17 contains 4427 members 
Mstep: Class 19 contains 166791 members 
Mstep: Class 21 contains 158090 members 
Entering Unmasked Estep 
Score: -161279136.000000 Penalty: 62812.476562
Splitting cluster 7 changes total score from -161273168.000000 to -161279136.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 10 (175923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175923 members 
Entering Unmasked Estep 
Score: -22582546.000000 Penalty: 2995.294922
	Iteration 0F: 2 clusters Score -2.258255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87632 members 
Mstep: Class 2 contains 88291 members 
Entering Unmasked Estep 
Score: -22470714.000000 Penalty: 5990.589844
	Iteration 0F: 3 clusters Score -2.247071e+07 nChanged 84736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 93395 members 
Entering Unmasked Estep 
Score: -22520396.000000 Penalty: 5990.589844
	Iteration 1F: 3 clusters Score -2.25204e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79747 members 
Mstep: Class 2 contains 96176 members 
Entering Unmasked Estep 
Score: -22522104.000000 Penalty: 5990.589844
	Iteration 2Q: 3 clusters Score -2.25221e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75629 members 
Mstep: Class 2 contains 100294 members 
Entering Unmasked Estep 
Score: -22524558.000000 Penalty: 5990.589844
	Iteration 3Q: 3 clusters Score -2.252456e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 106268 members 
Entering Unmasked Estep 
Score: -22528658.000000 Penalty: 5990.589844
	Iteration 4Q: 3 clusters Score -2.252866e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 114253 members 
Entering Unmasked Estep 
Score: -22534690.000000 Penalty: 5990.589844
	Iteration 5F: 3 clusters Score -2.253469e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 124222 members 
Entering Unmasked Estep 
Score: -22543566.000000 Penalty: 5990.589844
	Iteration 6F: 3 clusters Score -2.254357e+07 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 135015 members 
Entering Unmasked Estep 
Score: -22553162.000000 Penalty: 5990.589844
	Iteration 7F: 3 clusters Score -2.255316e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 144956 members 
Entering Unmasked Estep 
Score: -22562052.000000 Penalty: 5990.589844
	Iteration 8F: 3 clusters Score -2.256205e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 152987 members 
Entering Unmasked Estep 
Score: -22568896.000000 Penalty: 5990.589844
	Iteration 9Q: 3 clusters Score -2.25689e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 158743 members 
Entering Unmasked Estep 
Score: -22573036.000000 Penalty: 5990.589844
	Iteration 10Q: 3 clusters Score -2.257304e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 162677 members 
Entering Unmasked Estep 
Score: -22575458.000000 Penalty: 5990.589844
	Iteration 11Q: 3 clusters Score -2.257546e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 165337 members 
Entering Unmasked Estep 
Score: -22576922.000000 Penalty: 5990.589844
	Iteration 12Q: 3 clusters Score -2.257692e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 167279 members 
Entering Unmasked Estep 
Score: -22577708.000000 Penalty: 5990.589844
	Iteration 13Q: 3 clusters Score -2.257771e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 168687 members 
Entering Unmasked Estep 
Score: -22578206.000000 Penalty: 5990.589844
	Iteration 14Q: 3 clusters Score -2.257821e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 169770 members 
Entering Unmasked Estep 
Score: -22578626.000000 Penalty: 5990.589844
	Iteration 15Q: 3 clusters Score -2.257863e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 170582 members 
Entering Unmasked Estep 
Score: -22578978.000000 Penalty: 5990.589844
	Iteration 16Q: 3 clusters Score -2.257898e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 171255 members 
Entering Unmasked Estep 
Score: -22579340.000000 Penalty: 5990.589844
	Iteration 17Q: 3 clusters Score -2.257934e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 171750 members 
Entering Unmasked Estep 
Score: -22579454.000000 Penalty: 5990.589844
	Iteration 18Q: 3 clusters Score -2.257945e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 172169 members 
Entering Unmasked Estep 
Score: -22579636.000000 Penalty: 5990.589844
	Iteration 19Q: 3 clusters Score -2.257964e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 172483 members 
Entering Unmasked Estep 
Score: -22579750.000000 Penalty: 5990.589844
	Iteration 20F: 3 clusters Score -2.257975e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 172755 members 
Entering Unmasked Estep 
Score: -22579816.000000 Penalty: 5990.589844
	Iteration 21Q: 3 clusters Score -2.257982e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 172997 members 
Entering Unmasked Estep 
Score: -22579816.000000 Penalty: 5990.589844
	Iteration 22Q: 3 clusters Score -2.257982e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 173189 members 
Entering Unmasked Estep 
Score: -22579922.000000 Penalty: 5990.589844
	Iteration 23Q: 3 clusters Score -2.257992e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 173359 members 
Entering Unmasked Estep 
Score: -22580030.000000 Penalty: 5990.589844
	Iteration 24Q: 3 clusters Score -2.258003e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 173496 members 
Entering Unmasked Estep 
Score: -22580102.000000 Penalty: 5990.589844
	Iteration 25Q: 3 clusters Score -2.25801e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 173586 members 
Entering Unmasked Estep 
Score: -22580114.000000 Penalty: 5990.589844
	Iteration 26Q: 3 clusters Score -2.258011e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 173659 members 
Entering Unmasked Estep 
Score: -22580110.000000 Penalty: 5990.589844
	Iteration 27Q: 3 clusters Score -2.258011e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 173716 members 
Entering Unmasked Estep 
Score: -22580104.000000 Penalty: 5990.589844
	Iteration 28Q: 3 clusters Score -2.25801e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 173757 members 
Entering Unmasked Estep 
Score: -22580090.000000 Penalty: 5990.589844
	Iteration 29Q: 3 clusters Score -2.258009e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 173801 members 
Entering Unmasked Estep 
Score: -22580084.000000 Penalty: 5990.589844
	Iteration 30Q: 3 clusters Score -2.258008e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 173853 members 
Entering Unmasked Estep 
Score: -22580100.000000 Penalty: 5990.589844
	Iteration 31Q: 3 clusters Score -2.25801e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 173898 members 
Entering Unmasked Estep 
Score: -22580142.000000 Penalty: 5990.589844
	Iteration 32Q: 3 clusters Score -2.258014e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 173934 members 
Entering Unmasked Estep 
Score: -22580120.000000 Penalty: 5990.589844
	Iteration 33Q: 3 clusters Score -2.258012e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 173959 members 
Entering Unmasked Estep 
Score: -22580128.000000 Penalty: 5990.589844
	Iteration 34Q: 3 clusters Score -2.258013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 173971 members 
Entering Unmasked Estep 
Score: -22580122.000000 Penalty: 5990.589844
	Iteration 35Q: 3 clusters Score -2.258012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 173985 members 
Entering Unmasked Estep 
Score: -22580136.000000 Penalty: 5990.589844
	Iteration 36Q: 3 clusters Score -2.258014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 173998 members 
Entering Unmasked Estep 
Score: -22580148.000000 Penalty: 5990.589844
	Iteration 37Q: 3 clusters Score -2.258015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 174005 members 
Entering Unmasked Estep 
Score: -22580150.000000 Penalty: 5990.589844
	Iteration 38Q: 3 clusters Score -2.258015e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 174015 members 
Entering Unmasked Estep 
Score: -22580140.000000 Penalty: 5990.589844
	Iteration 39Q: 3 clusters Score -2.258014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 174024 members 
Entering Unmasked Estep 
Score: -22580140.000000 Penalty: 5990.589844
	Iteration 40F: 3 clusters Score -2.258014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 174035 members 
Entering Unmasked Estep 
Score: -22580130.000000 Penalty: 5990.589844
	Iteration 41Q: 3 clusters Score -2.258013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 174041 members 
Entering Unmasked Estep 
Score: -22580150.000000 Penalty: 5990.589844
	Iteration 42Q: 3 clusters Score -2.258015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 174047 members 
Entering Unmasked Estep 
Score: -22580160.000000 Penalty: 5990.589844
	Iteration 43Q: 3 clusters Score -2.258016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 174053 members 
Entering Unmasked Estep 
Score: -22580144.000000 Penalty: 5990.589844
	Iteration 44Q: 3 clusters Score -2.258014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 174063 members 
Entering Unmasked Estep 
Score: -22580184.000000 Penalty: 5990.589844
	Iteration 45Q: 3 clusters Score -2.258018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 174075 members 
Entering Unmasked Estep 
Score: -22580168.000000 Penalty: 5990.589844
	Iteration 46Q: 3 clusters Score -2.258017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 174082 members 
Entering Unmasked Estep 
Score: -22580188.000000 Penalty: 5990.589844
	Iteration 47Q: 3 clusters Score -2.258019e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 174096 members 
Entering Unmasked Estep 
Score: -22580196.000000 Penalty: 5990.589844
	Iteration 48Q: 3 clusters Score -2.25802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 174105 members 
Entering Unmasked Estep 
Score: -22580208.000000 Penalty: 5990.589844
	Iteration 49Q: 3 clusters Score -2.258021e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 174117 members 
Entering Unmasked Estep 
Score: -22580208.000000 Penalty: 5990.589844
	Iteration 50Q: 3 clusters Score -2.258021e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 174132 members 
Entering Unmasked Estep 
Score: -22580212.000000 Penalty: 5990.589844
	Iteration 51Q: 3 clusters Score -2.258021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 174142 members 
Entering Unmasked Estep 
Score: -22580220.000000 Penalty: 5990.589844
	Iteration 52Q: 3 clusters Score -2.258022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 174147 members 
Entering Unmasked Estep 
Score: -22580214.000000 Penalty: 5990.589844
	Iteration 53Q: 3 clusters Score -2.258021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 174152 members 
Entering Unmasked Estep 
Score: -22580198.000000 Penalty: 5990.589844
	Iteration 54Q: 3 clusters Score -2.25802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 174158 members 
Entering Unmasked Estep 
Score: -22580192.000000 Penalty: 5990.589844
	Iteration 55Q: 3 clusters Score -2.258019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 174161 members 
Entering Unmasked Estep 
Score: -22580206.000000 Penalty: 5990.589844
	Iteration 56Q: 3 clusters Score -2.258021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 174164 members 
Entering Unmasked Estep 
Score: -22580202.000000 Penalty: 5990.589844
	Iteration 57Q: 3 clusters Score -2.25802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 174165 members 
Entering Unmasked Estep 
Score: -22580194.000000 Penalty: 5990.589844
	Iteration 58Q: 3 clusters Score -2.258019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 174164 members 
Entering Unmasked Estep 
Score: -22580194.000000 Penalty: 5990.589844
	Iteration 59Q: 3 clusters Score -2.258019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 174166 members 
Entering Unmasked Estep 
Score: -22580200.000000 Penalty: 5990.589844
	Iteration 60F: 3 clusters Score -2.25802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 174164 members 
Entering Unmasked Estep 
Score: -22580200.000000 Penalty: 5990.589844
	Iteration 61Q: 3 clusters Score -2.25802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 174165 members 
Entering Unmasked Estep 
Score: -22580204.000000 Penalty: 5990.589844
	Iteration 62Q: 3 clusters Score -2.25802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 174165 members 
Entering Unmasked Estep 
Score: -22580204.000000 Penalty: 5990.589844
	Iteration 63F: 3 clusters Score -2.25802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (76348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76348 members 
Entering Unmasked Estep 
Score: -9681536.000000 Penalty: 2788.278320
	Iteration 0F: 2 clusters Score -9681536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -9630429.000000 Penalty: 5576.556641
	Iteration 0F: 3 clusters Score -9630429 nChanged 35885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -9651384.000000 Penalty: 5576.556641
	Iteration 1F: 3 clusters Score -9651384 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -9653141.000000 Penalty: 5576.556641
	Iteration 2Q: 3 clusters Score -9653141 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -9655786.000000 Penalty: 5576.556641
	Iteration 3F: 3 clusters Score -9655786 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -9659693.000000 Penalty: 5576.556641
	Iteration 4F: 3 clusters Score -9659693 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -9664693.000000 Penalty: 5576.556641
	Iteration 5F: 3 clusters Score -9664693 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -9669934.000000 Penalty: 5576.556641
	Iteration 6F: 3 clusters Score -9669934 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -9674443.000000 Penalty: 5576.556641
	Iteration 7F: 3 clusters Score -9674443 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -9678288.000000 Penalty: 5576.556641
	Iteration 8Q: 3 clusters Score -9678288 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -9679895.000000 Penalty: 5576.556641
	Iteration 9Q: 3 clusters Score -9679895 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -9680397.000000 Penalty: 5576.556641
	Iteration 10Q: 3 clusters Score -9680397 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -9680536.000000 Penalty: 5576.556641
	Iteration 11Q: 3 clusters Score -9680536 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71047 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -9680722.000000 Penalty: 5576.556641
	Iteration 12Q: 3 clusters Score -9680722 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71333 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -9680850.000000 Penalty: 5576.556641
	Iteration 13Q: 3 clusters Score -9680850 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71542 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -9680898.000000 Penalty: 5576.556641
	Iteration 14Q: 3 clusters Score -9680898 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -9680947.000000 Penalty: 5576.556641
	Iteration 15Q: 3 clusters Score -9680947 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -9680963.000000 Penalty: 5576.556641
	Iteration 16Q: 3 clusters Score -9680963 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71996 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -9680995.000000 Penalty: 5576.556641
	Iteration 17Q: 3 clusters Score -9680995 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72089 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -9681007.000000 Penalty: 5576.556641
	Iteration 18Q: 3 clusters Score -9681007 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -9681036.000000 Penalty: 5576.556641
	Iteration 19Q: 3 clusters Score -9681036 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -9681038.000000 Penalty: 5576.556641
	Iteration 20F: 3 clusters Score -9681038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72303 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -9681048.000000 Penalty: 5576.556641
	Iteration 21Q: 3 clusters Score -9681048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -9681043.000000 Penalty: 5576.556641
	Iteration 22Q: 3 clusters Score -9681043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72386 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -9681080.000000 Penalty: 5576.556641
	Iteration 23Q: 3 clusters Score -9681080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -9681098.000000 Penalty: 5576.556641
	Iteration 24Q: 3 clusters Score -9681098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -9681078.000000 Penalty: 5576.556641
	Iteration 25Q: 3 clusters Score -9681078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72466 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -9681091.000000 Penalty: 5576.556641
	Iteration 26Q: 3 clusters Score -9681091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -9681094.000000 Penalty: 5576.556641
	Iteration 27Q: 3 clusters Score -9681094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72487 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -9681087.000000 Penalty: 5576.556641
	Iteration 28Q: 3 clusters Score -9681087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72505 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -9681079.000000 Penalty: 5576.556641
	Iteration 29Q: 3 clusters Score -9681079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -9681091.000000 Penalty: 5576.556641
	Iteration 30Q: 3 clusters Score -9681091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -9681079.000000 Penalty: 5576.556641
	Iteration 31Q: 3 clusters Score -9681079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72550 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -9681079.000000 Penalty: 5576.556641
	Iteration 32Q: 3 clusters Score -9681079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72563 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -9681084.000000 Penalty: 5576.556641
	Iteration 33Q: 3 clusters Score -9681084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72576 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -9681084.000000 Penalty: 5576.556641
	Iteration 34Q: 3 clusters Score -9681084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72586 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -9681097.000000 Penalty: 5576.556641
	Iteration 35Q: 3 clusters Score -9681097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72597 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -9681092.000000 Penalty: 5576.556641
	Iteration 36Q: 3 clusters Score -9681092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -9681083.000000 Penalty: 5576.556641
	Iteration 37Q: 3 clusters Score -9681083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72618 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -9681082.000000 Penalty: 5576.556641
	Iteration 38Q: 3 clusters Score -9681082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72624 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -9681096.000000 Penalty: 5576.556641
	Iteration 39Q: 3 clusters Score -9681096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -9681096.000000 Penalty: 5576.556641
	Iteration 40F: 3 clusters Score -9681096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72631 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -9681094.000000 Penalty: 5576.556641
	Iteration 41Q: 3 clusters Score -9681094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72637 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -9681095.000000 Penalty: 5576.556641
	Iteration 42Q: 3 clusters Score -9681095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -9681092.000000 Penalty: 5576.556641
	Iteration 43Q: 3 clusters Score -9681092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72647 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -9681097.000000 Penalty: 5576.556641
	Iteration 44Q: 3 clusters Score -9681097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72649 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -9681092.000000 Penalty: 5576.556641
	Iteration 45Q: 3 clusters Score -9681092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -9681087.000000 Penalty: 5576.556641
	Iteration 46Q: 3 clusters Score -9681087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -9681087.000000 Penalty: 5576.556641
	Iteration 47F: 3 clusters Score -9681087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73953 members 
Entering Unmasked Estep 
Score: -9501004.000000 Penalty: 2780.374023
	Iteration 0F: 2 clusters Score -9501004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -9451560.000000 Penalty: 5560.748047
	Iteration 0F: 3 clusters Score -9451560 nChanged 34439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -9471304.000000 Penalty: 5560.748047
	Iteration 1F: 3 clusters Score -9471304 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -9472388.000000 Penalty: 5560.748047
	Iteration 2Q: 3 clusters Score -9472388 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -9473789.000000 Penalty: 5560.748047
	Iteration 3Q: 3 clusters Score -9473789 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -9476051.000000 Penalty: 5560.748047
	Iteration 4F: 3 clusters Score -9476051 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -9479542.000000 Penalty: 5560.748047
	Iteration 5F: 3 clusters Score -9479542 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -9484387.000000 Penalty: 5560.748047
	Iteration 6F: 3 clusters Score -9484387 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 59300 members 
Entering Unmasked Estep 
Score: -9489659.000000 Penalty: 5560.748047
	Iteration 7F: 3 clusters Score -9489659 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 62520 members 
Entering Unmasked Estep 
Score: -9493943.000000 Penalty: 5560.748047
	Iteration 8F: 3 clusters Score -9493943 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 64079 members 
Entering Unmasked Estep 
Score: -9495974.000000 Penalty: 5560.748047
	Iteration 9Q: 3 clusters Score -9495974 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 64932 members 
Entering Unmasked Estep 
Score: -9496665.000000 Penalty: 5560.748047
	Iteration 10Q: 3 clusters Score -9496665 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -9496967.000000 Penalty: 5560.748047
	Iteration 11Q: 3 clusters Score -9496967 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -9497259.000000 Penalty: 5560.748047
	Iteration 12Q: 3 clusters Score -9497259 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -9497432.000000 Penalty: 5560.748047
	Iteration 13Q: 3 clusters Score -9497432 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -9497593.000000 Penalty: 5560.748047
	Iteration 14Q: 3 clusters Score -9497593 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -9497747.000000 Penalty: 5560.748047
	Iteration 15Q: 3 clusters Score -9497747 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -9497878.000000 Penalty: 5560.748047
	Iteration 16Q: 3 clusters Score -9497878 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -9498006.000000 Penalty: 5560.748047
	Iteration 17Q: 3 clusters Score -9498006 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -9498083.000000 Penalty: 5560.748047
	Iteration 18Q: 3 clusters Score -9498083 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -9498182.000000 Penalty: 5560.748047
	Iteration 19Q: 3 clusters Score -9498182 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 69344 members 
Entering Unmasked Estep 
Score: -9498295.000000 Penalty: 5560.748047
	Iteration 20F: 3 clusters Score -9498295 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
Score: -9498352.000000 Penalty: 5560.748047
	Iteration 21Q: 3 clusters Score -9498352 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -9498416.000000 Penalty: 5560.748047
	Iteration 22Q: 3 clusters Score -9498416 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -9498457.000000 Penalty: 5560.748047
	Iteration 23Q: 3 clusters Score -9498457 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 70190 members 
Entering Unmasked Estep 
Score: -9498517.000000 Penalty: 5560.748047
	Iteration 24Q: 3 clusters Score -9498517 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 70344 members 
Entering Unmasked Estep 
Score: -9498551.000000 Penalty: 5560.748047
	Iteration 25Q: 3 clusters Score -9498551 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -9498594.000000 Penalty: 5560.748047
	Iteration 26Q: 3 clusters Score -9498594 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -9498613.000000 Penalty: 5560.748047
	Iteration 27Q: 3 clusters Score -9498613 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -9498631.000000 Penalty: 5560.748047
	Iteration 28Q: 3 clusters Score -9498631 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
Score: -9498679.000000 Penalty: 5560.748047
	Iteration 29Q: 3 clusters Score -9498679 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 70974 members 
Entering Unmasked Estep 
Score: -9498718.000000 Penalty: 5560.748047
	Iteration 30Q: 3 clusters Score -9498718 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -9498779.000000 Penalty: 5560.748047
	Iteration 31Q: 3 clusters Score -9498779 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 71143 members 
Entering Unmasked Estep 
Score: -9498796.000000 Penalty: 5560.748047
	Iteration 32Q: 3 clusters Score -9498796 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 71210 members 
Entering Unmasked Estep 
Score: -9498795.000000 Penalty: 5560.748047
	Iteration 33Q: 3 clusters Score -9498795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -9498820.000000 Penalty: 5560.748047
	Iteration 34Q: 3 clusters Score -9498820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 71323 members 
Entering Unmasked Estep 
Score: -9498823.000000 Penalty: 5560.748047
	Iteration 35Q: 3 clusters Score -9498823 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -9498841.000000 Penalty: 5560.748047
	Iteration 36Q: 3 clusters Score -9498841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 71396 members 
Entering Unmasked Estep 
Score: -9498840.000000 Penalty: 5560.748047
	Iteration 37Q: 3 clusters Score -9498840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 71424 members 
Entering Unmasked Estep 
Score: -9498835.000000 Penalty: 5560.748047
	Iteration 38Q: 3 clusters Score -9498835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 71450 members 
Entering Unmasked Estep 
Score: -9498827.000000 Penalty: 5560.748047
	Iteration 39Q: 3 clusters Score -9498827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 71472 members 
Entering Unmasked Estep 
Score: -9498841.000000 Penalty: 5560.748047
	Iteration 40F: 3 clusters Score -9498841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -9498837.000000 Penalty: 5560.748047
	Iteration 41Q: 3 clusters Score -9498837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
Score: -9498846.000000 Penalty: 5560.748047
	Iteration 42Q: 3 clusters Score -9498846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 71530 members 
Entering Unmasked Estep 
Score: -9498842.000000 Penalty: 5560.748047
	Iteration 43Q: 3 clusters Score -9498842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 71546 members 
Entering Unmasked Estep 
Score: -9498851.000000 Penalty: 5560.748047
	Iteration 44Q: 3 clusters Score -9498851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 71563 members 
Entering Unmasked Estep 
Score: -9498851.000000 Penalty: 5560.748047
	Iteration 45Q: 3 clusters Score -9498851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 71576 members 
Entering Unmasked Estep 
Score: -9498849.000000 Penalty: 5560.748047
	Iteration 46Q: 3 clusters Score -9498849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 71582 members 
Entering Unmasked Estep 
Score: -9498848.000000 Penalty: 5560.748047
	Iteration 47Q: 3 clusters Score -9498848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 71583 members 
Entering Unmasked Estep 
Score: -9498846.000000 Penalty: 5560.748047
	Iteration 48Q: 3 clusters Score -9498846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 71583 members 
Entering Unmasked Estep 
Score: -9498846.000000 Penalty: 5560.748047
	Iteration 49F: 3 clusters Score -9498846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Entering Unmasked Estep 
Score: -1042619.937500 Penalty: 2245.633301
	Iteration 0F: 2 clusters Score -1042620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1035874.437500 Penalty: 4491.266602
	Iteration 0F: 3 clusters Score -1035874 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1037913.812500 Penalty: 4491.266602
	Iteration 1F: 3 clusters Score -1037914 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1038430.125000 Penalty: 4491.266602
	Iteration 2F: 3 clusters Score -1038430 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1039031.687500 Penalty: 4491.266602
	Iteration 3F: 3 clusters Score -1039032 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1039789.750000 Penalty: 4491.266602
	Iteration 4F: 3 clusters Score -1039790 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1040582.500000 Penalty: 4491.266602
	Iteration 5F: 3 clusters Score -1040582 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1041192.562500 Penalty: 4491.266602
	Iteration 6F: 3 clusters Score -1041193 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1041597.500000 Penalty: 4491.266602
	Iteration 7F: 3 clusters Score -1041598 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1041792.000000 Penalty: 4491.266602
	Iteration 8Q: 3 clusters Score -1041792 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1041879.500000 Penalty: 4491.266602
	Iteration 9Q: 3 clusters Score -1041880 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1041921.812500 Penalty: 4491.266602
	Iteration 10Q: 3 clusters Score -1041922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1041940.750000 Penalty: 4491.266602
	Iteration 11Q: 3 clusters Score -1041941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1041951.062500 Penalty: 4491.266602
	Iteration 12Q: 3 clusters Score -1041951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1041955.500000 Penalty: 4491.266602
	Iteration 13Q: 3 clusters Score -1041956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1041957.750000 Penalty: 4491.266602
	Iteration 14Q: 3 clusters Score -1041958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1041959.812500 Penalty: 4491.266602
	Iteration 15Q: 3 clusters Score -1041960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1041961.500000 Penalty: 4491.266602
	Iteration 16Q: 3 clusters Score -1041962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1041961.812500 Penalty: 4491.266602
	Iteration 17Q: 3 clusters Score -1041962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1041963.562500 Penalty: 4491.266602
	Iteration 18Q: 3 clusters Score -1041964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1041965.062500 Penalty: 4491.266602
	Iteration 19Q: 3 clusters Score -1041965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1041965.875000 Penalty: 4491.266602
	Iteration 20F: 3 clusters Score -1041966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1041965.875000 Penalty: 4491.266602
	Iteration 21Q: 3 clusters Score -1041966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1041965.687500 Penalty: 4491.266602
	Iteration 22Q: 3 clusters Score -1041966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1041966.750000 Penalty: 4491.266602
	Iteration 23Q: 3 clusters Score -1041967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1041965.375000 Penalty: 4491.266602
	Iteration 24Q: 3 clusters Score -1041965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1041965.375000 Penalty: 4491.266602
	Iteration 25F: 3 clusters Score -1041965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -137050.265625 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -137050.3 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: -135072.140625 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -135072.1 nChanged 323
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: -135521.312500 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -135521.3 nChanged 98
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: -135738.593750 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -135738.6 nChanged 82
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: -135907.562500 Penalty: 3514.191895
	Iteration 3F: 3 clusters Score -135907.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -136051.531250 Penalty: 3514.191895
	Iteration 4F: 3 clusters Score -136051.5 nChanged 50
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: -136193.078125 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -136193.1 nChanged 48
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: -136300.218750 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -136300.2 nChanged 39
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: -136373.921875 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -136373.9 nChanged 37
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: -136475.031250 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -136475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136619.609375 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -136619.6 nChanged 26
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: -136722.968750 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -136723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136778.375000 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -136778.4 nChanged 8
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: -136798.390625 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -136798.4 nChanged 6
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: -136822.984375 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -136823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -136837.562500 Penalty: 3514.191895
	Iteration 14Q: 3 clusters Score -136837.6 nChanged 5
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: -136842.687500 Penalty: 3514.191895
	Iteration 15Q: 3 clusters Score -136842.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -136845.031250 Penalty: 3514.191895
	Iteration 16Q: 3 clusters Score -136845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -136847.937500 Penalty: 3514.191895
	Iteration 17Q: 3 clusters Score -136847.9 nChanged 1
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: -136848.500000 Penalty: 3514.191895
	Iteration 18Q: 3 clusters Score -136848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -136850.453125 Penalty: 3514.191895
	Iteration 19Q: 3 clusters Score -136850.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -136851.625000 Penalty: 3514.191895
	Iteration 20F: 3 clusters Score -136851.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (164818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164818 members 
Entering Unmasked Estep 
Score: -21054916.000000 Penalty: 2979.124023
	Iteration 0F: 2 clusters Score -2.105492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 82214 members 
Entering Unmasked Estep 
Score: -20954642.000000 Penalty: 5958.248047
	Iteration 0F: 3 clusters Score -2.095464e+07 nChanged 79071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84717 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -20999848.000000 Penalty: 5958.248047
	Iteration 1F: 3 clusters Score -2.099985e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85778 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -21000672.000000 Penalty: 5958.248047
	Iteration 2Q: 3 clusters Score -2.100067e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87282 members 
Mstep: Class 2 contains 77536 members 
Entering Unmasked Estep 
Score: -21001736.000000 Penalty: 5958.248047
	Iteration 3Q: 3 clusters Score -2.100174e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89684 members 
Mstep: Class 2 contains 75134 members 
Entering Unmasked Estep 
Score: -21002784.000000 Penalty: 5958.248047
	Iteration 4Q: 3 clusters Score -2.100278e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93116 members 
Mstep: Class 2 contains 71702 members 
Entering Unmasked Estep 
Score: -21004538.000000 Penalty: 5958.248047
	Iteration 5Q: 3 clusters Score -2.100454e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98112 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -21007194.000000 Penalty: 5958.248047
	Iteration 6Q: 3 clusters Score -2.100719e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104895 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -21011472.000000 Penalty: 5958.248047
	Iteration 7Q: 3 clusters Score -2.101147e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113260 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -21018066.000000 Penalty: 5958.248047
	Iteration 8F: 3 clusters Score -2.101807e+07 nChanged 10366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121892 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -21026002.000000 Penalty: 5958.248047
	Iteration 9F: 3 clusters Score -2.1026e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129232 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -21033720.000000 Penalty: 5958.248047
	Iteration 10F: 3 clusters Score -2.103372e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134437 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -21039154.000000 Penalty: 5958.248047
	Iteration 11Q: 3 clusters Score -2.103915e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137841 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -21042236.000000 Penalty: 5958.248047
	Iteration 12Q: 3 clusters Score -2.104224e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140209 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -21044224.000000 Penalty: 5958.248047
	Iteration 13Q: 3 clusters Score -2.104422e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142233 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -21045072.000000 Penalty: 5958.248047
	Iteration 14Q: 3 clusters Score -2.104507e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144027 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -21045710.000000 Penalty: 5958.248047
	Iteration 15Q: 3 clusters Score -2.104571e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145637 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -21046090.000000 Penalty: 5958.248047
	Iteration 16Q: 3 clusters Score -2.104609e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147183 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -21046754.000000 Penalty: 5958.248047
	Iteration 17Q: 3 clusters Score -2.104675e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148674 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -21047436.000000 Penalty: 5958.248047
	Iteration 18Q: 3 clusters Score -2.104744e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150111 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -21048036.000000 Penalty: 5958.248047
	Iteration 19Q: 3 clusters Score -2.104804e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151486 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -21048502.000000 Penalty: 5958.248047
	Iteration 20F: 3 clusters Score -2.10485e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152837 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -21049012.000000 Penalty: 5958.248047
	Iteration 21Q: 3 clusters Score -2.104901e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154100 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -21049432.000000 Penalty: 5958.248047
	Iteration 22Q: 3 clusters Score -2.104943e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155336 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -21049776.000000 Penalty: 5958.248047
	Iteration 23Q: 3 clusters Score -2.104978e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156514 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -21050034.000000 Penalty: 5958.248047
	Iteration 24Q: 3 clusters Score -2.105003e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157599 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -21050434.000000 Penalty: 5958.248047
	Iteration 25Q: 3 clusters Score -2.105043e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158587 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -21050766.000000 Penalty: 5958.248047
	Iteration 26Q: 3 clusters Score -2.105077e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159458 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -21051084.000000 Penalty: 5958.248047
	Iteration 27Q: 3 clusters Score -2.105108e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160230 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -21051430.000000 Penalty: 5958.248047
	Iteration 28Q: 3 clusters Score -2.105143e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160931 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -21051662.000000 Penalty: 5958.248047
	Iteration 29Q: 3 clusters Score -2.105166e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161522 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -21051936.000000 Penalty: 5958.248047
	Iteration 30Q: 3 clusters Score -2.105194e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162051 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -21052158.000000 Penalty: 5958.248047
	Iteration 31Q: 3 clusters Score -2.105216e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162470 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -21052176.000000 Penalty: 5958.248047
	Iteration 32Q: 3 clusters Score -2.105218e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162794 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -21052216.000000 Penalty: 5958.248047
	Iteration 33Q: 3 clusters Score -2.105222e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163030 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -21052272.000000 Penalty: 5958.248047
	Iteration 34Q: 3 clusters Score -2.105227e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163213 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -21052404.000000 Penalty: 5958.248047
	Iteration 35Q: 3 clusters Score -2.10524e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163359 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -21052424.000000 Penalty: 5958.248047
	Iteration 36Q: 3 clusters Score -2.105242e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163464 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -21052502.000000 Penalty: 5958.248047
	Iteration 37Q: 3 clusters Score -2.10525e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163540 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -21052538.000000 Penalty: 5958.248047
	Iteration 38Q: 3 clusters Score -2.105254e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163608 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -21052536.000000 Penalty: 5958.248047
	Iteration 39Q: 3 clusters Score -2.105254e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163659 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -21052572.000000 Penalty: 5958.248047
	Iteration 40F: 3 clusters Score -2.105257e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163701 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -21052558.000000 Penalty: 5958.248047
	Iteration 41Q: 3 clusters Score -2.105256e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163739 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -21052562.000000 Penalty: 5958.248047
	Iteration 42Q: 3 clusters Score -2.105256e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163777 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -21052578.000000 Penalty: 5958.248047
	Iteration 43Q: 3 clusters Score -2.105258e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163802 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -21052588.000000 Penalty: 5958.248047
	Iteration 44Q: 3 clusters Score -2.105259e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163822 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -21052616.000000 Penalty: 5958.248047
	Iteration 45Q: 3 clusters Score -2.105262e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163840 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21052618.000000 Penalty: 5958.248047
	Iteration 46Q: 3 clusters Score -2.105262e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163864 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -21052618.000000 Penalty: 5958.248047
	Iteration 47Q: 3 clusters Score -2.105262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163880 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -21052616.000000 Penalty: 5958.248047
	Iteration 48Q: 3 clusters Score -2.105262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163898 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -21052618.000000 Penalty: 5958.248047
	Iteration 49Q: 3 clusters Score -2.105262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163907 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -21052626.000000 Penalty: 5958.248047
	Iteration 50Q: 3 clusters Score -2.105263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163913 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -21052670.000000 Penalty: 5958.248047
	Iteration 51Q: 3 clusters Score -2.105267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163920 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -21052674.000000 Penalty: 5958.248047
	Iteration 52Q: 3 clusters Score -2.105267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163927 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -21052674.000000 Penalty: 5958.248047
	Iteration 53Q: 3 clusters Score -2.105267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163934 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -21052678.000000 Penalty: 5958.248047
	Iteration 54Q: 3 clusters Score -2.105268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163939 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -21052688.000000 Penalty: 5958.248047
	Iteration 55Q: 3 clusters Score -2.105269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163939 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -21052680.000000 Penalty: 5958.248047
	Iteration 56Q: 3 clusters Score -2.105268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163940 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -21052690.000000 Penalty: 5958.248047
	Iteration 57Q: 3 clusters Score -2.105269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163941 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -21052686.000000 Penalty: 5958.248047
	Iteration 58Q: 3 clusters Score -2.105269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163942 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -21052686.000000 Penalty: 5958.248047
	Iteration 59Q: 3 clusters Score -2.105269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163942 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -21052686.000000 Penalty: 5958.248047
	Iteration 60F: 3 clusters Score -2.105269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (76223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Entering Unmasked Estep 
Score: -9386734.000000 Penalty: 2787.871826
	Iteration 0F: 2 clusters Score -9386734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -9335637.000000 Penalty: 5575.743652
	Iteration 0F: 3 clusters Score -9335637 nChanged 35707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -9355847.000000 Penalty: 5575.743652
	Iteration 1F: 3 clusters Score -9355847 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -9356650.000000 Penalty: 5575.743652
	Iteration 2Q: 3 clusters Score -9356650 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -9357632.000000 Penalty: 5575.743652
	Iteration 3Q: 3 clusters Score -9357632 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -9358871.000000 Penalty: 5575.743652
	Iteration 4Q: 3 clusters Score -9358871 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -9360612.000000 Penalty: 5575.743652
	Iteration 5F: 3 clusters Score -9360612 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -9362846.000000 Penalty: 5575.743652
	Iteration 6F: 3 clusters Score -9362846 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -9365604.000000 Penalty: 5575.743652
	Iteration 7F: 3 clusters Score -9365604 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -9369171.000000 Penalty: 5575.743652
	Iteration 8F: 3 clusters Score -9369171 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -9373013.000000 Penalty: 5575.743652
	Iteration 9F: 3 clusters Score -9373013 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -9376772.000000 Penalty: 5575.743652
	Iteration 10F: 3 clusters Score -9376772 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 69226 members 
Entering Unmasked Estep 
Score: -9379914.000000 Penalty: 5575.743652
	Iteration 11Q: 3 clusters Score -9379914 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 71876 members 
Entering Unmasked Estep 
Score: -9382008.000000 Penalty: 5575.743652
	Iteration 12Q: 3 clusters Score -9382008 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -9383239.000000 Penalty: 5575.743652
	Iteration 13Q: 3 clusters Score -9383239 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -9383966.000000 Penalty: 5575.743652
	Iteration 14Q: 3 clusters Score -9383966 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 74986 members 
Entering Unmasked Estep 
Score: -9384250.000000 Penalty: 5575.743652
	Iteration 15Q: 3 clusters Score -9384250 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 75221 members 
Entering Unmasked Estep 
Score: -9384412.000000 Penalty: 5575.743652
	Iteration 16Q: 3 clusters Score -9384412 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 75344 members 
Entering Unmasked Estep 
Score: -9384485.000000 Penalty: 5575.743652
	Iteration 17Q: 3 clusters Score -9384485 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -9384518.000000 Penalty: 5575.743652
	Iteration 18Q: 3 clusters Score -9384518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 75454 members 
Entering Unmasked Estep 
Score: -9384530.000000 Penalty: 5575.743652
	Iteration 19Q: 3 clusters Score -9384530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -9384540.000000 Penalty: 5575.743652
	Iteration 20F: 3 clusters Score -9384540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 75495 members 
Entering Unmasked Estep 
Score: -9384560.000000 Penalty: 5575.743652
	Iteration 21Q: 3 clusters Score -9384560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -9384563.000000 Penalty: 5575.743652
	Iteration 22Q: 3 clusters Score -9384563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -9384558.000000 Penalty: 5575.743652
	Iteration 23Q: 3 clusters Score -9384558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -9384581.000000 Penalty: 5575.743652
	Iteration 24Q: 3 clusters Score -9384581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 75552 members 
Entering Unmasked Estep 
Score: -9384596.000000 Penalty: 5575.743652
	Iteration 25Q: 3 clusters Score -9384596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 75560 members 
Entering Unmasked Estep 
Score: -9384600.000000 Penalty: 5575.743652
	Iteration 26Q: 3 clusters Score -9384600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -9384597.000000 Penalty: 5575.743652
	Iteration 27Q: 3 clusters Score -9384597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 75565 members 
Entering Unmasked Estep 
Score: -9384595.000000 Penalty: 5575.743652
	Iteration 28Q: 3 clusters Score -9384595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 75565 members 
Entering Unmasked Estep 
Score: -9384595.000000 Penalty: 5575.743652
	Iteration 29F: 3 clusters Score -9384595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -552797.562500 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -552797.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -548649.250000 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -548649.2 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -549635.125000 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -549635.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -549820.875000 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -549820.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -549922.000000 Penalty: 4164.156738
	Iteration 3Q: 3 clusters Score -549922 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -549992.062500 Penalty: 4164.156738
	Iteration 4Q: 3 clusters Score -549992.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -550045.625000 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -550045.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -550080.000000 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -550080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -550102.500000 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -550102.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -550123.375000 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -550123.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -550138.437500 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -550138.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -550150.812500 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -550150.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -550161.500000 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -550161.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -550172.750000 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -550172.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -550181.937500 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -550181.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -550191.687500 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -550191.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -550201.250000 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -550201.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -550215.562500 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -550215.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -550227.062500 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -550227.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -550239.375000 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -550239.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -550252.187500 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -550252.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -550265.937500 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -550265.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -550280.562500 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -550280.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -550294.625000 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -550294.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -550309.562500 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -550309.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -550314.312500 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -550314.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -550320.500000 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -550320.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -550327.812500 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -550327.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -550336.000000 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -550336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -550348.125000 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -550348.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -550356.125000 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -550356.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -550366.062500 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -550366.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -550378.562500 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -550378.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -550390.750000 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -550390.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -550401.062500 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -550401.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -550412.937500 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -550412.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -550426.937500 Penalty: 4164.156738
	Iteration 35Q: 3 clusters Score -550426.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -550439.437500 Penalty: 4164.156738
	Iteration 36Q: 3 clusters Score -550439.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -550454.250000 Penalty: 4164.156738
	Iteration 37Q: 3 clusters Score -550454.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -550464.750000 Penalty: 4164.156738
	Iteration 38Q: 3 clusters Score -550464.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -550475.062500 Penalty: 4164.156738
	Iteration 39Q: 3 clusters Score -550475.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -550482.625000 Penalty: 4164.156738
	Iteration 40F: 3 clusters Score -550482.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -550490.812500 Penalty: 4164.156738
	Iteration 41Q: 3 clusters Score -550490.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -550498.437500 Penalty: 4164.156738
	Iteration 42Q: 3 clusters Score -550498.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -550508.437500 Penalty: 4164.156738
	Iteration 43Q: 3 clusters Score -550508.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -550521.625000 Penalty: 4164.156738
	Iteration 44Q: 3 clusters Score -550521.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -550533.625000 Penalty: 4164.156738
	Iteration 45Q: 3 clusters Score -550533.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -550545.000000 Penalty: 4164.156738
	Iteration 46Q: 3 clusters Score -550545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -550558.750000 Penalty: 4164.156738
	Iteration 47Q: 3 clusters Score -550558.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -550570.437500 Penalty: 4164.156738
	Iteration 48Q: 3 clusters Score -550570.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -550592.250000 Penalty: 4164.156738
	Iteration 49Q: 3 clusters Score -550592.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -550620.562500 Penalty: 4164.156738
	Iteration 50Q: 3 clusters Score -550620.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -550638.250000 Penalty: 4164.156738
	Iteration 51Q: 3 clusters Score -550638.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -550659.875000 Penalty: 4164.156738
	Iteration 52Q: 3 clusters Score -550659.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -550679.937500 Penalty: 4164.156738
	Iteration 53Q: 3 clusters Score -550679.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -550695.562500 Penalty: 4164.156738
	Iteration 54Q: 3 clusters Score -550695.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -550708.937500 Penalty: 4164.156738
	Iteration 55Q: 3 clusters Score -550708.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -550727.187500 Penalty: 4164.156738
	Iteration 56Q: 3 clusters Score -550727.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -550749.875000 Penalty: 4164.156738
	Iteration 57Q: 3 clusters Score -550749.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -550775.625000 Penalty: 4164.156738
	Iteration 58Q: 3 clusters Score -550775.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -550801.000000 Penalty: 4164.156738
	Iteration 59Q: 3 clusters Score -550801 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -550827.562500 Penalty: 4164.156738
	Iteration 60F: 3 clusters Score -550827.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -550850.500000 Penalty: 4164.156738
	Iteration 61Q: 3 clusters Score -550850.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -550872.187500 Penalty: 4164.156738
	Iteration 62Q: 3 clusters Score -550872.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -550893.687500 Penalty: 4164.156738
	Iteration 63Q: 3 clusters Score -550893.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -550908.062500 Penalty: 4164.156738
	Iteration 64Q: 3 clusters Score -550908.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -550921.312500 Penalty: 4164.156738
	Iteration 65Q: 3 clusters Score -550921.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -550936.000000 Penalty: 4164.156738
	Iteration 66Q: 3 clusters Score -550936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -550950.687500 Penalty: 4164.156738
	Iteration 67Q: 3 clusters Score -550950.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -550958.625000 Penalty: 4164.156738
	Iteration 68Q: 3 clusters Score -550958.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -550968.250000 Penalty: 4164.156738
	Iteration 69Q: 3 clusters Score -550968.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -550973.125000 Penalty: 4164.156738
	Iteration 70Q: 3 clusters Score -550973.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -550980.500000 Penalty: 4164.156738
	Iteration 71Q: 3 clusters Score -550980.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -550991.687500 Penalty: 4164.156738
	Iteration 72Q: 3 clusters Score -550991.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -550999.125000 Penalty: 4164.156738
	Iteration 73Q: 3 clusters Score -550999.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -551007.937500 Penalty: 4164.156738
	Iteration 74Q: 3 clusters Score -551007.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -551015.312500 Penalty: 4164.156738
	Iteration 75Q: 3 clusters Score -551015.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -551021.625000 Penalty: 4164.156738
	Iteration 76Q: 3 clusters Score -551021.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -551026.750000 Penalty: 4164.156738
	Iteration 77Q: 3 clusters Score -551026.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -551028.812500 Penalty: 4164.156738
	Iteration 78Q: 3 clusters Score -551028.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -551030.187500 Penalty: 4164.156738
	Iteration 79Q: 3 clusters Score -551030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -551032.687500 Penalty: 4164.156738
	Iteration 80F: 3 clusters Score -551032.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -551034.687500 Penalty: 4164.156738
	Iteration 81Q: 3 clusters Score -551034.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -551037.125000 Penalty: 4164.156738
	Iteration 82Q: 3 clusters Score -551037.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -551038.250000 Penalty: 4164.156738
	Iteration 83Q: 3 clusters Score -551038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -551039.562500 Penalty: 4164.156738
	Iteration 84Q: 3 clusters Score -551039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -551040.500000 Penalty: 4164.156738
	Iteration 85Q: 3 clusters Score -551040.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -551040.687500 Penalty: 4164.156738
	Iteration 86Q: 3 clusters Score -551040.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -551040.937500 Penalty: 4164.156738
	Iteration 87Q: 3 clusters Score -551040.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -551040.937500 Penalty: 4164.156738
	Iteration 88F: 3 clusters Score -551040.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (166791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166791 members 
Entering Unmasked Estep 
Score: -21123648.000000 Penalty: 2982.075195
	Iteration 0F: 2 clusters Score -2.112365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83325 members 
Mstep: Class 2 contains 83466 members 
Entering Unmasked Estep 
Score: -21017414.000000 Penalty: 5964.150391
	Iteration 0F: 3 clusters Score -2.101741e+07 nChanged 79920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81819 members 
Mstep: Class 2 contains 84972 members 
Entering Unmasked Estep 
Score: -21064144.000000 Penalty: 5964.150391
	Iteration 1F: 3 clusters Score -2.106414e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -21065514.000000 Penalty: 5964.150391
	Iteration 2Q: 3 clusters Score -2.106551e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 85667 members 
Entering Unmasked Estep 
Score: -21067046.000000 Penalty: 5964.150391
	Iteration 3Q: 3 clusters Score -2.106705e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80652 members 
Mstep: Class 2 contains 86139 members 
Entering Unmasked Estep 
Score: -21069630.000000 Penalty: 5964.150391
	Iteration 4Q: 3 clusters Score -2.106963e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80327 members 
Mstep: Class 2 contains 86464 members 
Entering Unmasked Estep 
Score: -21072978.000000 Penalty: 5964.150391
	Iteration 5Q: 3 clusters Score -2.107298e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80325 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -21077758.000000 Penalty: 5964.150391
	Iteration 6F: 3 clusters Score -2.107776e+07 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 85845 members 
Entering Unmasked Estep 
Score: -21084066.000000 Penalty: 5964.150391
	Iteration 7F: 3 clusters Score -2.108407e+07 nChanged 10779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 84750 members 
Entering Unmasked Estep 
Score: -21091676.000000 Penalty: 5964.150391
	Iteration 8F: 3 clusters Score -2.109168e+07 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83386 members 
Mstep: Class 2 contains 83405 members 
Entering Unmasked Estep 
Score: -21098560.000000 Penalty: 5964.150391
	Iteration 9F: 3 clusters Score -2.109856e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84746 members 
Mstep: Class 2 contains 82045 members 
Entering Unmasked Estep 
Score: -21102568.000000 Penalty: 5964.150391
	Iteration 10F: 3 clusters Score -2.110257e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 80658 members 
Entering Unmasked Estep 
Score: -21104006.000000 Penalty: 5964.150391
	Iteration 11Q: 3 clusters Score -2.110401e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 79309 members 
Entering Unmasked Estep 
Score: -21104756.000000 Penalty: 5964.150391
	Iteration 12Q: 3 clusters Score -2.110476e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88859 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -21105204.000000 Penalty: 5964.150391
	Iteration 13Q: 3 clusters Score -2.11052e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90453 members 
Mstep: Class 2 contains 76338 members 
Entering Unmasked Estep 
Score: -21105658.000000 Penalty: 5964.150391
	Iteration 14Q: 3 clusters Score -2.110566e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92248 members 
Mstep: Class 2 contains 74543 members 
Entering Unmasked Estep 
Score: -21106176.000000 Penalty: 5964.150391
	Iteration 15Q: 3 clusters Score -2.110618e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -21106610.000000 Penalty: 5964.150391
	Iteration 16Q: 3 clusters Score -2.110661e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96306 members 
Mstep: Class 2 contains 70485 members 
Entering Unmasked Estep 
Score: -21107152.000000 Penalty: 5964.150391
	Iteration 17Q: 3 clusters Score -2.110715e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98548 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -21107862.000000 Penalty: 5964.150391
	Iteration 18Q: 3 clusters Score -2.110786e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100885 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -21108644.000000 Penalty: 5964.150391
	Iteration 19Q: 3 clusters Score -2.110864e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103336 members 
Mstep: Class 2 contains 63455 members 
Entering Unmasked Estep 
Score: -21109400.000000 Penalty: 5964.150391
	Iteration 20F: 3 clusters Score -2.11094e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -21110174.000000 Penalty: 5964.150391
	Iteration 21Q: 3 clusters Score -2.111017e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108534 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -21110954.000000 Penalty: 5964.150391
	Iteration 22Q: 3 clusters Score -2.111095e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111117 members 
Mstep: Class 2 contains 55674 members 
Entering Unmasked Estep 
Score: -21111572.000000 Penalty: 5964.150391
	Iteration 23Q: 3 clusters Score -2.111157e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113720 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -21112552.000000 Penalty: 5964.150391
	Iteration 24Q: 3 clusters Score -2.111255e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116332 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -21113316.000000 Penalty: 5964.150391
	Iteration 25Q: 3 clusters Score -2.111332e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118967 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -21114048.000000 Penalty: 5964.150391
	Iteration 26Q: 3 clusters Score -2.111405e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121604 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -21115042.000000 Penalty: 5964.150391
	Iteration 27Q: 3 clusters Score -2.111504e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124188 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -21115768.000000 Penalty: 5964.150391
	Iteration 28Q: 3 clusters Score -2.111577e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -21116560.000000 Penalty: 5964.150391
	Iteration 29Q: 3 clusters Score -2.111656e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129165 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -21117258.000000 Penalty: 5964.150391
	Iteration 30Q: 3 clusters Score -2.111726e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131603 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -21118188.000000 Penalty: 5964.150391
	Iteration 31Q: 3 clusters Score -2.111819e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134018 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -21118816.000000 Penalty: 5964.150391
	Iteration 32Q: 3 clusters Score -2.111882e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136352 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -21119450.000000 Penalty: 5964.150391
	Iteration 33Q: 3 clusters Score -2.111945e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138481 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -21120084.000000 Penalty: 5964.150391
	Iteration 34Q: 3 clusters Score -2.112008e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140538 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -21120716.000000 Penalty: 5964.150391
	Iteration 35Q: 3 clusters Score -2.112072e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142524 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -21121270.000000 Penalty: 5964.150391
	Iteration 36Q: 3 clusters Score -2.112127e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144346 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -21121732.000000 Penalty: 5964.150391
	Iteration 37Q: 3 clusters Score -2.112173e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146060 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -21122248.000000 Penalty: 5964.150391
	Iteration 38Q: 3 clusters Score -2.112225e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147656 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -21122740.000000 Penalty: 5964.150391
	Iteration 39Q: 3 clusters Score -2.112274e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149123 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -21123284.000000 Penalty: 5964.150391
	Iteration 40F: 3 clusters Score -2.112328e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150634 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -21123722.000000 Penalty: 5964.150391
	Iteration 41Q: 3 clusters Score -2.112372e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152054 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -21124144.000000 Penalty: 5964.150391
	Iteration 42Q: 3 clusters Score -2.112414e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153400 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -21124464.000000 Penalty: 5964.150391
	Iteration 43Q: 3 clusters Score -2.112446e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154606 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -21124526.000000 Penalty: 5964.150391
	Iteration 44Q: 3 clusters Score -2.112453e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155648 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -21124616.000000 Penalty: 5964.150391
	Iteration 45Q: 3 clusters Score -2.112462e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156542 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -21124592.000000 Penalty: 5964.150391
	Iteration 46Q: 3 clusters Score -2.112459e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157357 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -21124648.000000 Penalty: 5964.150391
	Iteration 47Q: 3 clusters Score -2.112465e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158014 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -21124802.000000 Penalty: 5964.150391
	Iteration 48Q: 3 clusters Score -2.11248e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158601 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -21124802.000000 Penalty: 5964.150391
	Iteration 49Q: 3 clusters Score -2.11248e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159118 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -21124776.000000 Penalty: 5964.150391
	Iteration 50Q: 3 clusters Score -2.112478e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159574 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -21124792.000000 Penalty: 5964.150391
	Iteration 51Q: 3 clusters Score -2.112479e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159947 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -21124738.000000 Penalty: 5964.150391
	Iteration 52Q: 3 clusters Score -2.112474e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160261 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -21124762.000000 Penalty: 5964.150391
	Iteration 53Q: 3 clusters Score -2.112476e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160558 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -21124758.000000 Penalty: 5964.150391
	Iteration 54Q: 3 clusters Score -2.112476e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160823 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -21124704.000000 Penalty: 5964.150391
	Iteration 55Q: 3 clusters Score -2.11247e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161066 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -21124688.000000 Penalty: 5964.150391
	Iteration 56Q: 3 clusters Score -2.112469e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161263 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -21124596.000000 Penalty: 5964.150391
	Iteration 57Q: 3 clusters Score -2.11246e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161443 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -21124546.000000 Penalty: 5964.150391
	Iteration 58Q: 3 clusters Score -2.112455e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161621 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -21124462.000000 Penalty: 5964.150391
	Iteration 59Q: 3 clusters Score -2.112446e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161777 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -21124446.000000 Penalty: 5964.150391
	Iteration 60F: 3 clusters Score -2.112445e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161925 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -21124402.000000 Penalty: 5964.150391
	Iteration 61Q: 3 clusters Score -2.11244e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162061 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -21124360.000000 Penalty: 5964.150391
	Iteration 62Q: 3 clusters Score -2.112436e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162182 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -21124310.000000 Penalty: 5964.150391
	Iteration 63Q: 3 clusters Score -2.112431e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162295 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -21124268.000000 Penalty: 5964.150391
	Iteration 64Q: 3 clusters Score -2.112427e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162382 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -21124262.000000 Penalty: 5964.150391
	Iteration 65Q: 3 clusters Score -2.112426e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162456 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -21124220.000000 Penalty: 5964.150391
	Iteration 66Q: 3 clusters Score -2.112422e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162531 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -21124188.000000 Penalty: 5964.150391
	Iteration 67Q: 3 clusters Score -2.112419e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162596 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -21124206.000000 Penalty: 5964.150391
	Iteration 68Q: 3 clusters Score -2.112421e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162656 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -21124192.000000 Penalty: 5964.150391
	Iteration 69Q: 3 clusters Score -2.112419e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162701 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -21124148.000000 Penalty: 5964.150391
	Iteration 70Q: 3 clusters Score -2.112415e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162737 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -21124174.000000 Penalty: 5964.150391
	Iteration 71Q: 3 clusters Score -2.112417e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162767 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -21124164.000000 Penalty: 5964.150391
	Iteration 72Q: 3 clusters Score -2.112416e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162799 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -21124160.000000 Penalty: 5964.150391
	Iteration 73Q: 3 clusters Score -2.112416e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162821 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -21124142.000000 Penalty: 5964.150391
	Iteration 74Q: 3 clusters Score -2.112414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162843 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -21124130.000000 Penalty: 5964.150391
	Iteration 75Q: 3 clusters Score -2.112413e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162864 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -21124146.000000 Penalty: 5964.150391
	Iteration 76Q: 3 clusters Score -2.112415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162877 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -21124128.000000 Penalty: 5964.150391
	Iteration 77Q: 3 clusters Score -2.112413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162886 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -21124120.000000 Penalty: 5964.150391
	Iteration 78Q: 3 clusters Score -2.112412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162893 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -21124106.000000 Penalty: 5964.150391
	Iteration 79Q: 3 clusters Score -2.112411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162905 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -21124114.000000 Penalty: 5964.150391
	Iteration 80F: 3 clusters Score -2.112411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162915 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -21124114.000000 Penalty: 5964.150391
	Iteration 81Q: 3 clusters Score -2.112411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162924 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -21124112.000000 Penalty: 5964.150391
	Iteration 82Q: 3 clusters Score -2.112411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162939 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -21124124.000000 Penalty: 5964.150391
	Iteration 83Q: 3 clusters Score -2.112412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162956 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -21124136.000000 Penalty: 5964.150391
	Iteration 84Q: 3 clusters Score -2.112414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162974 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -21124134.000000 Penalty: 5964.150391
	Iteration 85Q: 3 clusters Score -2.112413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162987 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -21124136.000000 Penalty: 5964.150391
	Iteration 86Q: 3 clusters Score -2.112414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163005 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -21124100.000000 Penalty: 5964.150391
	Iteration 87Q: 3 clusters Score -2.11241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163016 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -21124092.000000 Penalty: 5964.150391
	Iteration 88Q: 3 clusters Score -2.112409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163023 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -21124104.000000 Penalty: 5964.150391
	Iteration 89Q: 3 clusters Score -2.11241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163028 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -21124106.000000 Penalty: 5964.150391
	Iteration 90Q: 3 clusters Score -2.112411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163030 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -21124112.000000 Penalty: 5964.150391
	Iteration 91Q: 3 clusters Score -2.112411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163031 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -21124108.000000 Penalty: 5964.150391
	Iteration 92Q: 3 clusters Score -2.112411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163033 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -21124100.000000 Penalty: 5964.150391
	Iteration 93Q: 3 clusters Score -2.11241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163035 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -21124102.000000 Penalty: 5964.150391
	Iteration 94Q: 3 clusters Score -2.11241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163037 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -21124096.000000 Penalty: 5964.150391
	Iteration 95Q: 3 clusters Score -2.11241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163039 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -21124092.000000 Penalty: 5964.150391
	Iteration 96Q: 3 clusters Score -2.112409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163041 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -21124086.000000 Penalty: 5964.150391
	Iteration 97Q: 3 clusters Score -2.112409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163043 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -21124090.000000 Penalty: 5964.150391
	Iteration 98Q: 3 clusters Score -2.112409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163045 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -21124094.000000 Penalty: 5964.150391
	Iteration 99Q: 3 clusters Score -2.112409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163046 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -21124096.000000 Penalty: 5964.150391
	Iteration 100F: 3 clusters Score -2.11241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163048 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -21124100.000000 Penalty: 5964.150391
	Iteration 101Q: 3 clusters Score -2.11241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163050 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -21124090.000000 Penalty: 5964.150391
	Iteration 102Q: 3 clusters Score -2.112409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163054 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -21124082.000000 Penalty: 5964.150391
	Iteration 103Q: 3 clusters Score -2.112408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163056 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -21124100.000000 Penalty: 5964.150391
	Iteration 104Q: 3 clusters Score -2.11241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163058 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -21124088.000000 Penalty: 5964.150391
	Iteration 105Q: 3 clusters Score -2.112409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163058 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -21124088.000000 Penalty: 5964.150391
	Iteration 106F: 3 clusters Score -2.112409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 167457 members 
Mstep: Class 3 contains 20217 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 188012 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 1833 members 
Mstep: Class 8 contains 145 members 
Mstep: Class 9 contains 3733 members 
Mstep: Class 10 contains 175923 members 
Mstep: Class 11 contains 76348 members 
Mstep: Class 12 contains 73953 members 
Mstep: Class 13 contains 8561 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 164818 members 
Mstep: Class 16 contains 76223 members 
Mstep: Class 17 contains 4427 members 
Mstep: Class 19 contains 163058 members 
Mstep: Class 21 contains 158090 members 
Entering Unmasked Estep 
Score: -161277520.000000 Penalty: 66302.054688
Splitting cluster 19 changes total score from -161273168.000000 to -161277520.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 21 (158090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158090 members 
Entering Unmasked Estep 
Score: -20343740.000000 Penalty: 2968.788086
	Iteration 0F: 2 clusters Score -2.034374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79257 members 
Mstep: Class 2 contains 78833 members 
Entering Unmasked Estep 
Score: -20245792.000000 Penalty: 5937.576172
	Iteration 0F: 3 clusters Score -2.024579e+07 nChanged 75393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82088 members 
Mstep: Class 2 contains 76002 members 
Entering Unmasked Estep 
Score: -20289484.000000 Penalty: 5937.576172
	Iteration 1F: 3 clusters Score -2.028948e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83883 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -20290486.000000 Penalty: 5937.576172
	Iteration 2Q: 3 clusters Score -2.029049e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
Score: -20291776.000000 Penalty: 5937.576172
	Iteration 3Q: 3 clusters Score -2.029178e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90796 members 
Mstep: Class 2 contains 67294 members 
Entering Unmasked Estep 
Score: -20293284.000000 Penalty: 5937.576172
	Iteration 4Q: 3 clusters Score -2.029328e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96656 members 
Mstep: Class 2 contains 61434 members 
Entering Unmasked Estep 
Score: -20296208.000000 Penalty: 5937.576172
	Iteration 5Q: 3 clusters Score -2.029621e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -20300236.000000 Penalty: 5937.576172
	Iteration 6F: 3 clusters Score -2.030024e+07 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114582 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -20306136.000000 Penalty: 5937.576172
	Iteration 7F: 3 clusters Score -2.030614e+07 nChanged 11204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125568 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -20313934.000000 Penalty: 5937.576172
	Iteration 8F: 3 clusters Score -2.031393e+07 nChanged 10661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136117 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -20323050.000000 Penalty: 5937.576172
	Iteration 9F: 3 clusters Score -2.032305e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144877 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -20330926.000000 Penalty: 5937.576172
	Iteration 10F: 3 clusters Score -2.033093e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150923 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -20336452.000000 Penalty: 5937.576172
	Iteration 11Q: 3 clusters Score -2.033645e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154601 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -20339212.000000 Penalty: 5937.576172
	Iteration 12Q: 3 clusters Score -2.033921e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156439 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -20340408.000000 Penalty: 5937.576172
	Iteration 13Q: 3 clusters Score -2.034041e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157172 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -20340732.000000 Penalty: 5937.576172
	Iteration 14Q: 3 clusters Score -2.034073e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157470 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -20340976.000000 Penalty: 5937.576172
	Iteration 15Q: 3 clusters Score -2.034098e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157594 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -20341112.000000 Penalty: 5937.576172
	Iteration 16Q: 3 clusters Score -2.034111e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157662 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -20341152.000000 Penalty: 5937.576172
	Iteration 17Q: 3 clusters Score -2.034115e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157700 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -20341182.000000 Penalty: 5937.576172
	Iteration 18Q: 3 clusters Score -2.034118e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157731 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -20341206.000000 Penalty: 5937.576172
	Iteration 19Q: 3 clusters Score -2.034121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157745 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20341222.000000 Penalty: 5937.576172
	Iteration 20F: 3 clusters Score -2.034122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157748 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -20341244.000000 Penalty: 5937.576172
	Iteration 21Q: 3 clusters Score -2.034124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157752 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -20341228.000000 Penalty: 5937.576172
	Iteration 22Q: 3 clusters Score -2.034123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157756 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -20341232.000000 Penalty: 5937.576172
	Iteration 23Q: 3 clusters Score -2.034123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157758 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -20341220.000000 Penalty: 5937.576172
	Iteration 24Q: 3 clusters Score -2.034122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157761 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -20341242.000000 Penalty: 5937.576172
	Iteration 25Q: 3 clusters Score -2.034124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157762 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -20341236.000000 Penalty: 5937.576172
	Iteration 26Q: 3 clusters Score -2.034124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157764 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -20341240.000000 Penalty: 5937.576172
	Iteration 27Q: 3 clusters Score -2.034124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157764 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -20341240.000000 Penalty: 5937.576172
	Iteration 28F: 3 clusters Score -2.034124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 167457 members 
Mstep: Class 3 contains 20217 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 188012 members 
Mstep: Class 7 contains 1833 members 
Mstep: Class 10 contains 175923 members 
Mstep: Class 11 contains 76348 members 
Mstep: Class 12 contains 73953 members 
Mstep: Class 13 contains 8561 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 164818 members 
Mstep: Class 16 contains 76223 members 
Mstep: Class 17 contains 4427 members 
Mstep: Class 19 contains 163058 members 
Mstep: Class 21 contains 158090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2600.568848 but Gain 3489.578125
Score: -161279600.000000 Penalty: 62812.476562
Iteration 39Q: 19 clusters Score -1.612796e+08 nChanged 11946
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 166689 members 
Mstep: Class 3 contains 20016 members 
Mstep: Class 4 contains 1223 members 
Mstep: Class 5 contains 188057 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 2393 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 174982 members 
Mstep: Class 11 contains 76187 members 
Mstep: Class 12 contains 76120 members 
Mstep: Class 13 contains 8567 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 164240 members 
Mstep: Class 16 contains 75438 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 19 contains 163970 members 
Mstep: Class 21 contains 157792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161281888.000000 Penalty: 62812.476562
Iteration 40F: 19 clusters Score -1.612819e+08 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 166068 members 
Mstep: Class 3 contains 19823 members 
Mstep: Class 4 contains 1223 members 
Mstep: Class 5 contains 187767 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 2867 members 
Mstep: Class 9 contains 3841 members 
Mstep: Class 10 contains 173914 members 
Mstep: Class 11 contains 76066 members 
Mstep: Class 12 contains 78564 members 
Mstep: Class 13 contains 8561 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 163603 members 
Mstep: Class 16 contains 74930 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 19 contains 164739 members 
Mstep: Class 21 contains 157523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161283328.000000 Penalty: 62812.476562
Iteration 41Q: 19 clusters Score -1.612833e+08 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 165521 members 
Mstep: Class 3 contains 19664 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 187414 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 3273 members 
Mstep: Class 9 contains 3874 members 
Mstep: Class 10 contains 172656 members 
Mstep: Class 11 contains 75971 members 
Mstep: Class 12 contains 81025 members 
Mstep: Class 13 contains 8574 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 163007 members 
Mstep: Class 16 contains 74598 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 19 contains 165458 members 
Mstep: Class 21 contains 157250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161284272.000000 Penalty: 62812.476562
Iteration 42Q: 19 clusters Score -1.612843e+08 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 164949 members 
Mstep: Class 3 contains 19501 members 
Mstep: Class 4 contains 1223 members 
Mstep: Class 5 contains 186959 members 
Mstep: Class 6 contains 1706 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 9 contains 3912 members 
Mstep: Class 10 contains 171463 members 
Mstep: Class 11 contains 75862 members 
Mstep: Class 12 contains 83616 members 
Mstep: Class 13 contains 8586 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 162449 members 
Mstep: Class 16 contains 74382 members 
Mstep: Class 17 contains 4364 members 
Mstep: Class 19 contains 165961 members 
Mstep: Class 21 contains 157036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161285392.000000 Penalty: 62812.476562
Iteration 43Q: 19 clusters Score -1.612854e+08 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 164382 members 
Mstep: Class 3 contains 19337 members 
Mstep: Class 4 contains 1227 members 
Mstep: Class 5 contains 186452 members 
Mstep: Class 6 contains 1702 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 9 contains 3957 members 
Mstep: Class 10 contains 170219 members 
Mstep: Class 11 contains 75744 members 
Mstep: Class 12 contains 86456 members 
Mstep: Class 13 contains 8585 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 161902 members 
Mstep: Class 16 contains 74279 members 
Mstep: Class 17 contains 4356 members 
Mstep: Class 19 contains 166307 members 
Mstep: Class 21 contains 156757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161286624.000000 Penalty: 62812.476562
Iteration 44Q: 19 clusters Score -1.612866e+08 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 163832 members 
Mstep: Class 3 contains 19182 members 
Mstep: Class 4 contains 1242 members 
Mstep: Class 5 contains 186093 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 9 contains 3996 members 
Mstep: Class 10 contains 168984 members 
Mstep: Class 11 contains 75643 members 
Mstep: Class 12 contains 89332 members 
Mstep: Class 13 contains 8587 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 161442 members 
Mstep: Class 16 contains 74174 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 19 contains 166403 members 
Mstep: Class 21 contains 156470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161287968.000000 Penalty: 62812.476562
Iteration 45Q: 19 clusters Score -1.61288e+08 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 163377 members 
Mstep: Class 3 contains 19007 members 
Mstep: Class 4 contains 1273 members 
Mstep: Class 5 contains 185727 members 
Mstep: Class 6 contains 1656 members 
Mstep: Class 7 contains 4388 members 
Mstep: Class 9 contains 4031 members 
Mstep: Class 10 contains 167702 members 
Mstep: Class 11 contains 75528 members 
Mstep: Class 12 contains 92301 members 
Mstep: Class 13 contains 8598 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 160931 members 
Mstep: Class 16 contains 74157 members 
Mstep: Class 17 contains 4318 members 
Mstep: Class 19 contains 166370 members 
Mstep: Class 21 contains 156220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161289680.000000 Penalty: 62812.476562
Iteration 46Q: 19 clusters Score -1.612897e+08 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 162969 members 
Mstep: Class 3 contains 18807 members 
Mstep: Class 4 contains 1313 members 
Mstep: Class 5 contains 185289 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 4548 members 
Mstep: Class 9 contains 4052 members 
Mstep: Class 10 contains 166541 members 
Mstep: Class 11 contains 75407 members 
Mstep: Class 12 contains 95377 members 
Mstep: Class 13 contains 8596 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 160470 members 
Mstep: Class 16 contains 74161 members 
Mstep: Class 17 contains 4304 members 
Mstep: Class 19 contains 166173 members 
Mstep: Class 21 contains 155961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161291184.000000 Penalty: 62812.476562
Iteration 47Q: 19 clusters Score -1.612912e+08 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 162522 members 
Mstep: Class 3 contains 18580 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 184787 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 4693 members 
Mstep: Class 9 contains 4066 members 
Mstep: Class 10 contains 165444 members 
Mstep: Class 11 contains 75302 members 
Mstep: Class 12 contains 98573 members 
Mstep: Class 13 contains 8588 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 160031 members 
Mstep: Class 16 contains 74163 members 
Mstep: Class 17 contains 4288 members 
Mstep: Class 19 contains 165907 members 
Mstep: Class 21 contains 155712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161292336.000000 Penalty: 62812.476562
Iteration 48Q: 19 clusters Score -1.612923e+08 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 162079 members 
Mstep: Class 3 contains 18335 members 
Mstep: Class 4 contains 1341 members 
Mstep: Class 5 contains 184286 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 4816 members 
Mstep: Class 9 contains 4081 members 
Mstep: Class 10 contains 164463 members 
Mstep: Class 11 contains 75197 members 
Mstep: Class 12 contains 101912 members 
Mstep: Class 13 contains 8576 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 159489 members 
Mstep: Class 16 contains 74174 members 
Mstep: Class 17 contains 4270 members 
Mstep: Class 19 contains 165567 members 
Mstep: Class 21 contains 155412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161294000.000000 Penalty: 62812.476562
Iteration 49Q: 19 clusters Score -1.61294e+08 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 161616 members 
Mstep: Class 3 contains 18083 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 183757 members 
Mstep: Class 6 contains 1575 members 
Mstep: Class 7 contains 4931 members 
Mstep: Class 9 contains 4092 members 
Mstep: Class 10 contains 163598 members 
Mstep: Class 11 contains 75076 members 
Mstep: Class 12 contains 105278 members 
Mstep: Class 13 contains 8575 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 158964 members 
Mstep: Class 16 contains 74174 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 19 contains 165181 members 
Mstep: Class 21 contains 155076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161294720.000000 Penalty: 62812.476562
Iteration 50Q: 19 clusters Score -1.612947e+08 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 161103 members 
Mstep: Class 3 contains 17860 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 183191 members 
Mstep: Class 6 contains 1543 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 9 contains 4110 members 
Mstep: Class 10 contains 162820 members 
Mstep: Class 11 contains 74989 members 
Mstep: Class 12 contains 108773 members 
Mstep: Class 13 contains 8587 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 158411 members 
Mstep: Class 16 contains 74147 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 19 contains 164644 members 
Mstep: Class 21 contains 154731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161296352.000000 Penalty: 62812.476562
Iteration 51Q: 19 clusters Score -1.612964e+08 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 160519 members 
Mstep: Class 3 contains 17622 members 
Mstep: Class 4 contains 1400 members 
Mstep: Class 5 contains 182676 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 5144 members 
Mstep: Class 9 contains 4114 members 
Mstep: Class 10 contains 161997 members 
Mstep: Class 11 contains 74909 members 
Mstep: Class 12 contains 112351 members 
Mstep: Class 13 contains 8591 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 157862 members 
Mstep: Class 16 contains 74118 members 
Mstep: Class 17 contains 4254 members 
Mstep: Class 19 contains 164138 members 
Mstep: Class 21 contains 154366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298112.000000 Penalty: 62812.476562
Iteration 52Q: 19 clusters Score -1.612981e+08 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 159874 members 
Mstep: Class 3 contains 17369 members 
Mstep: Class 4 contains 1401 members 
Mstep: Class 5 contains 182142 members 
Mstep: Class 6 contains 1527 members 
Mstep: Class 7 contains 5227 members 
Mstep: Class 9 contains 4133 members 
Mstep: Class 10 contains 161160 members 
Mstep: Class 11 contains 74834 members 
Mstep: Class 12 contains 116132 members 
Mstep: Class 13 contains 8574 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 157258 members 
Mstep: Class 16 contains 74134 members 
Mstep: Class 17 contains 4249 members 
Mstep: Class 19 contains 163560 members 
Mstep: Class 21 contains 154018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161298864.000000 Penalty: 62812.476562
Iteration 53Q: 19 clusters Score -1.612989e+08 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 159207 members 
Mstep: Class 3 contains 17111 members 
Mstep: Class 4 contains 1401 members 
Mstep: Class 5 contains 181549 members 
Mstep: Class 6 contains 1527 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 9 contains 4155 members 
Mstep: Class 10 contains 160369 members 
Mstep: Class 11 contains 74708 members 
Mstep: Class 12 contains 120070 members 
Mstep: Class 13 contains 8566 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 156586 members 
Mstep: Class 16 contains 74152 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 19 contains 162979 members 
Mstep: Class 21 contains 153666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300704.000000 Penalty: 62812.476562
Iteration 54Q: 19 clusters Score -1.613007e+08 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 158523 members 
Mstep: Class 3 contains 16815 members 
Mstep: Class 4 contains 1402 members 
Mstep: Class 5 contains 180927 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 5381 members 
Mstep: Class 9 contains 4189 members 
Mstep: Class 10 contains 159775 members 
Mstep: Class 11 contains 74557 members 
Mstep: Class 12 contains 123963 members 
Mstep: Class 13 contains 8564 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 155877 members 
Mstep: Class 16 contains 74134 members 
Mstep: Class 17 contains 4219 members 
Mstep: Class 19 contains 162407 members 
Mstep: Class 21 contains 153330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301584.000000 Penalty: 62812.476562
Iteration 55Q: 19 clusters Score -1.613016e+08 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 157845 members 
Mstep: Class 3 contains 16506 members 
Mstep: Class 4 contains 1406 members 
Mstep: Class 5 contains 180220 members 
Mstep: Class 6 contains 1522 members 
Mstep: Class 7 contains 5456 members 
Mstep: Class 9 contains 4217 members 
Mstep: Class 10 contains 159248 members 
Mstep: Class 11 contains 74417 members 
Mstep: Class 12 contains 127858 members 
Mstep: Class 13 contains 8562 members 
Mstep: Class 14 contains 1202 members 
Mstep: Class 15 contains 155190 members 
Mstep: Class 16 contains 74108 members 
Mstep: Class 17 contains 4217 members 
Mstep: Class 19 contains 161804 members 
Mstep: Class 21 contains 153010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302384.000000 Penalty: 62812.476562
Iteration 56Q: 19 clusters Score -1.613024e+08 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 157153 members 
Mstep: Class 3 contains 16217 members 
Mstep: Class 4 contains 1409 members 
Mstep: Class 5 contains 179421 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 5515 members 
Mstep: Class 9 contains 4252 members 
Mstep: Class 10 contains 158779 members 
Mstep: Class 11 contains 74301 members 
Mstep: Class 12 contains 131731 members 
Mstep: Class 13 contains 8565 members 
Mstep: Class 14 contains 1201 members 
Mstep: Class 15 contains 154564 members 
Mstep: Class 16 contains 74078 members 
Mstep: Class 17 contains 4200 members 
Mstep: Class 19 contains 161232 members 
Mstep: Class 21 contains 152650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303168.000000 Penalty: 62812.476562
Iteration 57Q: 19 clusters Score -1.613032e+08 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 156374 members 
Mstep: Class 3 contains 15940 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 178678 members 
Mstep: Class 6 contains 1517 members 
Mstep: Class 7 contains 5570 members 
Mstep: Class 9 contains 4282 members 
Mstep: Class 10 contains 158191 members 
Mstep: Class 11 contains 74170 members 
Mstep: Class 12 contains 135761 members 
Mstep: Class 13 contains 8563 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 153951 members 
Mstep: Class 16 contains 74034 members 
Mstep: Class 17 contains 4179 members 
Mstep: Class 19 contains 160695 members 
Mstep: Class 21 contains 152272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304224.000000 Penalty: 62812.476562
Iteration 58Q: 19 clusters Score -1.613042e+08 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 155603 members 
Mstep: Class 3 contains 15651 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 177942 members 
Mstep: Class 6 contains 1517 members 
Mstep: Class 7 contains 5634 members 
Mstep: Class 9 contains 4305 members 
Mstep: Class 10 contains 157605 members 
Mstep: Class 11 contains 74004 members 
Mstep: Class 12 contains 139866 members 
Mstep: Class 13 contains 8570 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 153353 members 
Mstep: Class 16 contains 73989 members 
Mstep: Class 17 contains 4163 members 
Mstep: Class 19 contains 160107 members 
Mstep: Class 21 contains 151869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305376.000000 Penalty: 62812.476562
Iteration 59Q: 19 clusters Score -1.613054e+08 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 154828 members 
Mstep: Class 3 contains 15350 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 177177 members 
Mstep: Class 6 contains 1517 members 
Mstep: Class 7 contains 5699 members 
Mstep: Class 9 contains 4339 members 
Mstep: Class 10 contains 157040 members 
Mstep: Class 11 contains 73845 members 
Mstep: Class 12 contains 144073 members 
Mstep: Class 13 contains 8557 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 152753 members 
Mstep: Class 16 contains 73973 members 
Mstep: Class 17 contains 4148 members 
Mstep: Class 19 contains 159442 members 
Mstep: Class 21 contains 151439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306048.000000 Penalty: 62812.476562
Iteration 60F: 19 clusters Score -1.61306e+08 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 153924 members 
Mstep: Class 3 contains 15049 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 176308 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 5755 members 
Mstep: Class 9 contains 4362 members 
Mstep: Class 10 contains 156198 members 
Mstep: Class 11 contains 73679 members 
Mstep: Class 12 contains 148946 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 152134 members 
Mstep: Class 16 contains 73960 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 19 contains 158741 members 
Mstep: Class 21 contains 150920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161307264.000000 Penalty: 62812.476562
Iteration 61Q: 19 clusters Score -1.613073e+08 nChanged 11926
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 152867 members 
Mstep: Class 3 contains 14749 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 175284 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 5798 members 
Mstep: Class 9 contains 4418 members 
Mstep: Class 10 contains 154703 members 
Mstep: Class 11 contains 73482 members 
Mstep: Class 12 contains 155102 members 
Mstep: Class 13 contains 8550 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 151438 members 
Mstep: Class 16 contains 73928 members 
Mstep: Class 17 contains 4120 members 
Mstep: Class 19 contains 157851 members 
Mstep: Class 21 contains 150371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308320.000000 Penalty: 62812.476562
Iteration 62Q: 19 clusters Score -1.613083e+08 nChanged 15234
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 151780 members 
Mstep: Class 3 contains 14427 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 174045 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 5848 members 
Mstep: Class 9 contains 4456 members 
Mstep: Class 10 contains 152262 members 
Mstep: Class 11 contains 73274 members 
Mstep: Class 12 contains 162894 members 
Mstep: Class 13 contains 8555 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 150602 members 
Mstep: Class 16 contains 73866 members 
Mstep: Class 17 contains 4110 members 
Mstep: Class 19 contains 156812 members 
Mstep: Class 21 contains 149730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308352.000000 Penalty: 62812.476562
Iteration 63Q: 19 clusters Score -1.613084e+08 nChanged 18475
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 150619 members 
Mstep: Class 3 contains 14087 members 
Mstep: Class 4 contains 1413 members 
Mstep: Class 5 contains 172729 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 5895 members 
Mstep: Class 9 contains 4505 members 
Mstep: Class 10 contains 148772 members 
Mstep: Class 11 contains 73053 members 
Mstep: Class 12 contains 172108 members 
Mstep: Class 13 contains 8558 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 149687 members 
Mstep: Class 16 contains 73834 members 
Mstep: Class 17 contains 4114 members 
Mstep: Class 19 contains 155578 members 
Mstep: Class 21 contains 149116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161307920.000000 Penalty: 62812.476562
Iteration 64Q: 19 clusters Score -1.613079e+08 nChanged 22784
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 149499 members 
Mstep: Class 3 contains 13725 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 171440 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 5946 members 
Mstep: Class 9 contains 4572 members 
Mstep: Class 10 contains 144059 members 
Mstep: Class 11 contains 72806 members 
Mstep: Class 12 contains 182168 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 148883 members 
Mstep: Class 16 contains 73808 members 
Mstep: Class 17 contains 4123 members 
Mstep: Class 19 contains 154503 members 
Mstep: Class 21 contains 148563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305760.000000 Penalty: 62812.476562
Iteration 65Q: 19 clusters Score -1.613058e+08 nChanged 26764
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 148607 members 
Mstep: Class 3 contains 13399 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 170497 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 5994 members 
Mstep: Class 9 contains 4661 members 
Mstep: Class 10 contains 138237 members 
Mstep: Class 11 contains 72596 members 
Mstep: Class 12 contains 191987 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 148394 members 
Mstep: Class 16 contains 73757 members 
Mstep: Class 17 contains 4131 members 
Mstep: Class 19 contains 153647 members 
Mstep: Class 21 contains 148176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304032.000000 Penalty: 62812.476562
Iteration 66Q: 19 clusters Score -1.61304e+08 nChanged 27513
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 148291 members 
Mstep: Class 3 contains 13114 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 169821 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 6042 members 
Mstep: Class 9 contains 4765 members 
Mstep: Class 10 contains 132138 members 
Mstep: Class 11 contains 72470 members 
Mstep: Class 12 contains 199659 members 
Mstep: Class 13 contains 8578 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 15 contains 148294 members 
Mstep: Class 16 contains 73753 members 
Mstep: Class 17 contains 4147 members 
Mstep: Class 19 contains 153598 members 
Mstep: Class 21 contains 147968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302368.000000 Penalty: 62812.476562
Iteration 67Q: 19 clusters Score -1.613024e+08 nChanged 26090
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 148491 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 169546 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 6097 members 
Mstep: Class 9 contains 4894 members 
Mstep: Class 10 contains 126712 members 
Mstep: Class 11 contains 72344 members 
Mstep: Class 12 contains 204308 members 
Mstep: Class 13 contains 8600 members 
Mstep: Class 14 contains 1214 members 
Mstep: Class 15 contains 148554 members 
Mstep: Class 16 contains 73743 members 
Mstep: Class 17 contains 4157 members 
Mstep: Class 19 contains 154357 members 
Mstep: Class 21 contains 147966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301616.000000 Penalty: 62812.476562
Iteration 68Q: 19 clusters Score -1.613016e+08 nChanged 23421
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149201 members 
Mstep: Class 3 contains 12630 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 169769 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 9 contains 5022 members 
Mstep: Class 10 contains 122666 members 
Mstep: Class 11 contains 72246 members 
Mstep: Class 12 contains 205328 members 
Mstep: Class 13 contains 8604 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 149139 members 
Mstep: Class 16 contains 73728 members 
Mstep: Class 17 contains 4178 members 
Mstep: Class 19 contains 155784 members 
Mstep: Class 21 contains 148199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301568.000000 Penalty: 62812.476562
Iteration 69Q: 19 clusters Score -1.613016e+08 nChanged 20170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150216 members 
Mstep: Class 3 contains 12393 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 170205 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 9 contains 5144 members 
Mstep: Class 10 contains 120068 members 
Mstep: Class 11 contains 72209 members 
Mstep: Class 12 contains 203558 members 
Mstep: Class 13 contains 8605 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 149887 members 
Mstep: Class 16 contains 73742 members 
Mstep: Class 17 contains 4171 members 
Mstep: Class 19 contains 157622 members 
Mstep: Class 21 contains 148620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302176.000000 Penalty: 62812.476562
Iteration 70Q: 19 clusters Score -1.613022e+08 nChanged 17723
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 151286 members 
Mstep: Class 3 contains 12148 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 170913 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 6251 members 
Mstep: Class 9 contains 5270 members 
Mstep: Class 10 contains 118755 members 
Mstep: Class 11 contains 72206 members 
Mstep: Class 12 contains 199969 members 
Mstep: Class 13 contains 8605 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 150690 members 
Mstep: Class 16 contains 73778 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 19 contains 159587 members 
Mstep: Class 21 contains 149018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304128.000000 Penalty: 62812.476562
Iteration 71Q: 19 clusters Score -1.613041e+08 nChanged 15543
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 152391 members 
Mstep: Class 3 contains 11863 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 171893 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 6294 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 118203 members 
Mstep: Class 11 contains 72203 members 
Mstep: Class 12 contains 195292 members 
Mstep: Class 13 contains 8615 members 
Mstep: Class 14 contains 1211 members 
Mstep: Class 15 contains 151494 members 
Mstep: Class 16 contains 73826 members 
Mstep: Class 17 contains 4168 members 
Mstep: Class 19 contains 161536 members 
Mstep: Class 21 contains 149465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161305440.000000 Penalty: 62812.476562
Iteration 72Q: 19 clusters Score -1.613054e+08 nChanged 14159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 153387 members 
Mstep: Class 3 contains 11523 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 173012 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 9 contains 5531 members 
Mstep: Class 10 contains 118408 members 
Mstep: Class 11 contains 72176 members 
Mstep: Class 12 contains 190214 members 
Mstep: Class 13 contains 8632 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 152209 members 
Mstep: Class 16 contains 73879 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 19 contains 163317 members 
Mstep: Class 21 contains 149853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306464.000000 Penalty: 62812.476562
Iteration 73Q: 19 clusters Score -1.613065e+08 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 154224 members 
Mstep: Class 3 contains 11181 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 174096 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 6377 members 
Mstep: Class 9 contains 5644 members 
Mstep: Class 10 contains 119283 members 
Mstep: Class 11 contains 72146 members 
Mstep: Class 12 contains 185152 members 
Mstep: Class 13 contains 8647 members 
Mstep: Class 14 contains 1216 members 
Mstep: Class 15 contains 152754 members 
Mstep: Class 16 contains 73995 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 19 contains 164865 members 
Mstep: Class 21 contains 150110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308144.000000 Penalty: 62812.476562
Iteration 74Q: 19 clusters Score -1.613081e+08 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 154710 members 
Mstep: Class 3 contains 10827 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 175300 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 9 contains 5789 members 
Mstep: Class 10 contains 120589 members 
Mstep: Class 11 contains 72107 members 
Mstep: Class 12 contains 180529 members 
Mstep: Class 13 contains 8663 members 
Mstep: Class 14 contains 1217 members 
Mstep: Class 15 contains 153089 members 
Mstep: Class 16 contains 74089 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 19 contains 166045 members 
Mstep: Class 21 contains 150302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308944.000000 Penalty: 62812.476562
Iteration 75Q: 19 clusters Score -1.613089e+08 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 155024 members 
Mstep: Class 3 contains 10442 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 176484 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 6486 members 
Mstep: Class 9 contains 5950 members 
Mstep: Class 10 contains 122336 members 
Mstep: Class 11 contains 72051 members 
Mstep: Class 12 contains 176315 members 
Mstep: Class 13 contains 8662 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 153241 members 
Mstep: Class 16 contains 74196 members 
Mstep: Class 17 contains 4172 members 
Mstep: Class 19 contains 166923 members 
Mstep: Class 21 contains 150355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310816.000000 Penalty: 62812.476562
Iteration 76Q: 19 clusters Score -1.613108e+08 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 155116 members 
Mstep: Class 3 contains 10030 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 177513 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 6529 members 
Mstep: Class 9 contains 6094 members 
Mstep: Class 10 contains 124586 members 
Mstep: Class 11 contains 71957 members 
Mstep: Class 12 contains 172671 members 
Mstep: Class 13 contains 8666 members 
Mstep: Class 14 contains 1214 members 
Mstep: Class 15 contains 153189 members 
Mstep: Class 16 contains 74328 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 19 contains 167547 members 
Mstep: Class 21 contains 150245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161312240.000000 Penalty: 62812.476562
Iteration 77Q: 19 clusters Score -1.613122e+08 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 154995 members 
Mstep: Class 3 contains 9628 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 178405 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 6576 members 
Mstep: Class 9 contains 6241 members 
Mstep: Class 10 contains 126956 members 
Mstep: Class 11 contains 71868 members 
Mstep: Class 12 contains 169939 members 
Mstep: Class 13 contains 8661 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 15 contains 152938 members 
Mstep: Class 16 contains 74431 members 
Mstep: Class 17 contains 4159 members 
Mstep: Class 19 contains 167850 members 
Mstep: Class 21 contains 149989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161313184.000000 Penalty: 62812.476562
Iteration 78Q: 19 clusters Score -1.613132e+08 nChanged 8420
Entering ConstructFrom: 
Score: -161313184.000000 Penalty: 62812.476562
Entering ConstructFrom: 
Trying to split cluster 1 (4175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Entering Unmasked Estep 
Score: -516481.343750 Penalty: 2067.543457
	Iteration 0F: 2 clusters Score -516481.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -512495.593750 Penalty: 4135.086914
	Iteration 0F: 3 clusters Score -512495.6 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -513465.718750 Penalty: 4135.086914
	Iteration 1F: 3 clusters Score -513465.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -513740.875000 Penalty: 4135.086914
	Iteration 2F: 3 clusters Score -513740.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -513986.406250 Penalty: 4135.086914
	Iteration 3F: 3 clusters Score -513986.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -514214.062500 Penalty: 4135.086914
	Iteration 4F: 3 clusters Score -514214.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -514460.625000 Penalty: 4135.086914
	Iteration 5F: 3 clusters Score -514460.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -514713.875000 Penalty: 4135.086914
	Iteration 6F: 3 clusters Score -514713.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -514945.187500 Penalty: 4135.086914
	Iteration 7Q: 3 clusters Score -514945.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -515154.531250 Penalty: 4135.086914
	Iteration 8Q: 3 clusters Score -515154.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -515305.093750 Penalty: 4135.086914
	Iteration 9Q: 3 clusters Score -515305.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -515446.250000 Penalty: 4135.086914
	Iteration 10Q: 3 clusters Score -515446.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -515568.593750 Penalty: 4135.086914
	Iteration 11Q: 3 clusters Score -515568.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -515643.718750 Penalty: 4135.086914
	Iteration 12Q: 3 clusters Score -515643.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -515718.437500 Penalty: 4135.086914
	Iteration 13Q: 3 clusters Score -515718.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -515786.250000 Penalty: 4135.086914
	Iteration 14Q: 3 clusters Score -515786.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -515853.281250 Penalty: 4135.086914
	Iteration 15Q: 3 clusters Score -515853.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -515900.656250 Penalty: 4135.086914
	Iteration 16Q: 3 clusters Score -515900.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -515937.500000 Penalty: 4135.086914
	Iteration 17Q: 3 clusters Score -515937.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -515961.468750 Penalty: 4135.086914
	Iteration 18Q: 3 clusters Score -515961.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -515978.156250 Penalty: 4135.086914
	Iteration 19Q: 3 clusters Score -515978.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -515999.187500 Penalty: 4135.086914
	Iteration 20F: 3 clusters Score -515999.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -516014.625000 Penalty: 4135.086914
	Iteration 21Q: 3 clusters Score -516014.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -516021.406250 Penalty: 4135.086914
	Iteration 22Q: 3 clusters Score -516021.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -516022.312500 Penalty: 4135.086914
	Iteration 23Q: 3 clusters Score -516022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -516023.843750 Penalty: 4135.086914
	Iteration 24Q: 3 clusters Score -516023.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -516025.281250 Penalty: 4135.086914
	Iteration 25Q: 3 clusters Score -516025.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -516027.781250 Penalty: 4135.086914
	Iteration 26Q: 3 clusters Score -516027.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -516027.750000 Penalty: 4135.086914
	Iteration 27Q: 3 clusters Score -516027.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -516027.750000 Penalty: 4135.086914
	Iteration 28F: 3 clusters Score -516027.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (154663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154663 members 
Entering Unmasked Estep 
Score: -19751662.000000 Penalty: 2963.353027
	Iteration 0F: 2 clusters Score -1.975166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77231 members 
Mstep: Class 2 contains 77432 members 
Entering Unmasked Estep 
Score: -19652062.000000 Penalty: 5926.706055
	Iteration 0F: 3 clusters Score -1.965206e+07 nChanged 73997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78602 members 
Mstep: Class 2 contains 76061 members 
Entering Unmasked Estep 
Score: -19695310.000000 Penalty: 5926.706055
	Iteration 1F: 3 clusters Score -1.969531e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79210 members 
Mstep: Class 2 contains 75453 members 
Entering Unmasked Estep 
Score: -19696248.000000 Penalty: 5926.706055
	Iteration 2Q: 3 clusters Score -1.969625e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80154 members 
Mstep: Class 2 contains 74509 members 
Entering Unmasked Estep 
Score: -19697488.000000 Penalty: 5926.706055
	Iteration 3Q: 3 clusters Score -1.969749e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81360 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -19698898.000000 Penalty: 5926.706055
	Iteration 4Q: 3 clusters Score -1.96989e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82897 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -19700502.000000 Penalty: 5926.706055
	Iteration 5Q: 3 clusters Score -1.97005e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 70002 members 
Entering Unmasked Estep 
Score: -19702602.000000 Penalty: 5926.706055
	Iteration 6Q: 3 clusters Score -1.97026e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86666 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -19705332.000000 Penalty: 5926.706055
	Iteration 7Q: 3 clusters Score -1.970533e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88733 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -19708670.000000 Penalty: 5926.706055
	Iteration 8Q: 3 clusters Score -1.970867e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -19713124.000000 Penalty: 5926.706055
	Iteration 9F: 3 clusters Score -1.971312e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92902 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -19719164.000000 Penalty: 5926.706055
	Iteration 10F: 3 clusters Score -1.971916e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94686 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -19726080.000000 Penalty: 5926.706055
	Iteration 11F: 3 clusters Score -1.972608e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96373 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -19731002.000000 Penalty: 5926.706055
	Iteration 12F: 3 clusters Score -1.9731e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97988 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -19733552.000000 Penalty: 5926.706055
	Iteration 13Q: 3 clusters Score -1.973355e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99687 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
Score: -19734924.000000 Penalty: 5926.706055
	Iteration 14Q: 3 clusters Score -1.973492e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101428 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -19735866.000000 Penalty: 5926.706055
	Iteration 15Q: 3 clusters Score -1.973587e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103098 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -19736646.000000 Penalty: 5926.706055
	Iteration 16Q: 3 clusters Score -1.973665e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104717 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -19737318.000000 Penalty: 5926.706055
	Iteration 17Q: 3 clusters Score -1.973732e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106251 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -19738110.000000 Penalty: 5926.706055
	Iteration 18Q: 3 clusters Score -1.973811e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107640 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -19738758.000000 Penalty: 5926.706055
	Iteration 19Q: 3 clusters Score -1.973876e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108890 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -19739226.000000 Penalty: 5926.706055
	Iteration 20F: 3 clusters Score -1.973923e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110095 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -19739464.000000 Penalty: 5926.706055
	Iteration 21Q: 3 clusters Score -1.973946e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111178 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -19739666.000000 Penalty: 5926.706055
	Iteration 22Q: 3 clusters Score -1.973967e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112246 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -19739930.000000 Penalty: 5926.706055
	Iteration 23Q: 3 clusters Score -1.973993e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113287 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -19740106.000000 Penalty: 5926.706055
	Iteration 24Q: 3 clusters Score -1.974011e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114298 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -19740240.000000 Penalty: 5926.706055
	Iteration 25Q: 3 clusters Score -1.974024e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115305 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -19740476.000000 Penalty: 5926.706055
	Iteration 26Q: 3 clusters Score -1.974048e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116241 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -19740584.000000 Penalty: 5926.706055
	Iteration 27Q: 3 clusters Score -1.974058e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117146 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -19740760.000000 Penalty: 5926.706055
	Iteration 28Q: 3 clusters Score -1.974076e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118065 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -19740834.000000 Penalty: 5926.706055
	Iteration 29Q: 3 clusters Score -1.974083e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118972 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -19740926.000000 Penalty: 5926.706055
	Iteration 30Q: 3 clusters Score -1.974093e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119895 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -19741040.000000 Penalty: 5926.706055
	Iteration 31Q: 3 clusters Score -1.974104e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120823 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -19741184.000000 Penalty: 5926.706055
	Iteration 32Q: 3 clusters Score -1.974118e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121738 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -19741358.000000 Penalty: 5926.706055
	Iteration 33Q: 3 clusters Score -1.974136e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122642 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -19741566.000000 Penalty: 5926.706055
	Iteration 34Q: 3 clusters Score -1.974157e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123606 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -19741722.000000 Penalty: 5926.706055
	Iteration 35Q: 3 clusters Score -1.974172e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124581 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -19742008.000000 Penalty: 5926.706055
	Iteration 36Q: 3 clusters Score -1.974201e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125635 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -19742222.000000 Penalty: 5926.706055
	Iteration 37Q: 3 clusters Score -1.974222e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126713 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -19742554.000000 Penalty: 5926.706055
	Iteration 38Q: 3 clusters Score -1.974255e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127765 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -19742662.000000 Penalty: 5926.706055
	Iteration 39Q: 3 clusters Score -1.974266e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128815 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -19743014.000000 Penalty: 5926.706055
	Iteration 40F: 3 clusters Score -1.974301e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129934 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -19743302.000000 Penalty: 5926.706055
	Iteration 41Q: 3 clusters Score -1.97433e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131072 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -19743618.000000 Penalty: 5926.706055
	Iteration 42Q: 3 clusters Score -1.974362e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132195 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -19743902.000000 Penalty: 5926.706055
	Iteration 43Q: 3 clusters Score -1.97439e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133310 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -19744152.000000 Penalty: 5926.706055
	Iteration 44Q: 3 clusters Score -1.974415e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134418 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -19744468.000000 Penalty: 5926.706055
	Iteration 45Q: 3 clusters Score -1.974447e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135518 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -19744728.000000 Penalty: 5926.706055
	Iteration 46Q: 3 clusters Score -1.974473e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136579 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -19745066.000000 Penalty: 5926.706055
	Iteration 47Q: 3 clusters Score -1.974507e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137620 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -19745412.000000 Penalty: 5926.706055
	Iteration 48Q: 3 clusters Score -1.974541e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138623 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -19745742.000000 Penalty: 5926.706055
	Iteration 49Q: 3 clusters Score -1.974574e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139605 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -19745968.000000 Penalty: 5926.706055
	Iteration 50Q: 3 clusters Score -1.974597e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140543 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -19746208.000000 Penalty: 5926.706055
	Iteration 51Q: 3 clusters Score -1.974621e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141440 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -19746402.000000 Penalty: 5926.706055
	Iteration 52Q: 3 clusters Score -1.97464e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142301 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -19746674.000000 Penalty: 5926.706055
	Iteration 53Q: 3 clusters Score -1.974667e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143170 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -19746724.000000 Penalty: 5926.706055
	Iteration 54Q: 3 clusters Score -1.974672e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143975 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -19746934.000000 Penalty: 5926.706055
	Iteration 55Q: 3 clusters Score -1.974693e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144776 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -19747096.000000 Penalty: 5926.706055
	Iteration 56Q: 3 clusters Score -1.97471e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145494 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -19747338.000000 Penalty: 5926.706055
	Iteration 57Q: 3 clusters Score -1.974734e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146156 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -19747530.000000 Penalty: 5926.706055
	Iteration 58Q: 3 clusters Score -1.974753e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146774 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -19747746.000000 Penalty: 5926.706055
	Iteration 59Q: 3 clusters Score -1.974775e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147335 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -19747916.000000 Penalty: 5926.706055
	Iteration 60F: 3 clusters Score -1.974792e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147815 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -19748008.000000 Penalty: 5926.706055
	Iteration 61Q: 3 clusters Score -1.974801e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148277 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -19748242.000000 Penalty: 5926.706055
	Iteration 62Q: 3 clusters Score -1.974824e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148708 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -19748446.000000 Penalty: 5926.706055
	Iteration 63Q: 3 clusters Score -1.974845e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149084 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -19748434.000000 Penalty: 5926.706055
	Iteration 64Q: 3 clusters Score -1.974843e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149420 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -19748544.000000 Penalty: 5926.706055
	Iteration 65Q: 3 clusters Score -1.974854e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149704 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -19748640.000000 Penalty: 5926.706055
	Iteration 66Q: 3 clusters Score -1.974864e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149946 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -19748726.000000 Penalty: 5926.706055
	Iteration 67Q: 3 clusters Score -1.974873e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150160 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -19748804.000000 Penalty: 5926.706055
	Iteration 68Q: 3 clusters Score -1.97488e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150355 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -19748830.000000 Penalty: 5926.706055
	Iteration 69Q: 3 clusters Score -1.974883e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150523 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -19748868.000000 Penalty: 5926.706055
	Iteration 70Q: 3 clusters Score -1.974887e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150678 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -19748862.000000 Penalty: 5926.706055
	Iteration 71Q: 3 clusters Score -1.974886e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150831 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -19748916.000000 Penalty: 5926.706055
	Iteration 72Q: 3 clusters Score -1.974892e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150964 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -19748950.000000 Penalty: 5926.706055
	Iteration 73Q: 3 clusters Score -1.974895e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151088 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -19748984.000000 Penalty: 5926.706055
	Iteration 74Q: 3 clusters Score -1.974898e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151210 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -19749034.000000 Penalty: 5926.706055
	Iteration 75Q: 3 clusters Score -1.974903e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151335 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -19749056.000000 Penalty: 5926.706055
	Iteration 76Q: 3 clusters Score -1.974906e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151445 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -19749116.000000 Penalty: 5926.706055
	Iteration 77Q: 3 clusters Score -1.974912e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151532 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -19749142.000000 Penalty: 5926.706055
	Iteration 78Q: 3 clusters Score -1.974914e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151615 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -19749180.000000 Penalty: 5926.706055
	Iteration 79Q: 3 clusters Score -1.974918e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151713 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -19749216.000000 Penalty: 5926.706055
	Iteration 80F: 3 clusters Score -1.974922e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151797 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -19749238.000000 Penalty: 5926.706055
	Iteration 81Q: 3 clusters Score -1.974924e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151876 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -19749284.000000 Penalty: 5926.706055
	Iteration 82Q: 3 clusters Score -1.974928e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151936 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -19749282.000000 Penalty: 5926.706055
	Iteration 83Q: 3 clusters Score -1.974928e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152001 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -19749294.000000 Penalty: 5926.706055
	Iteration 84Q: 3 clusters Score -1.974929e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152069 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -19749290.000000 Penalty: 5926.706055
	Iteration 85Q: 3 clusters Score -1.974929e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152137 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -19749318.000000 Penalty: 5926.706055
	Iteration 86Q: 3 clusters Score -1.974932e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152202 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -19749304.000000 Penalty: 5926.706055
	Iteration 87Q: 3 clusters Score -1.97493e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152252 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -19749340.000000 Penalty: 5926.706055
	Iteration 88Q: 3 clusters Score -1.974934e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152304 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -19749368.000000 Penalty: 5926.706055
	Iteration 89Q: 3 clusters Score -1.974937e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152336 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -19749346.000000 Penalty: 5926.706055
	Iteration 90Q: 3 clusters Score -1.974935e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152370 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -19749346.000000 Penalty: 5926.706055
	Iteration 91Q: 3 clusters Score -1.974935e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152396 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -19749370.000000 Penalty: 5926.706055
	Iteration 92Q: 3 clusters Score -1.974937e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152415 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -19749348.000000 Penalty: 5926.706055
	Iteration 93Q: 3 clusters Score -1.974935e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152437 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -19749362.000000 Penalty: 5926.706055
	Iteration 94Q: 3 clusters Score -1.974936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152453 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -19749374.000000 Penalty: 5926.706055
	Iteration 95Q: 3 clusters Score -1.974937e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152466 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -19749386.000000 Penalty: 5926.706055
	Iteration 96Q: 3 clusters Score -1.974939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152479 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -19749404.000000 Penalty: 5926.706055
	Iteration 97Q: 3 clusters Score -1.97494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152491 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -19749398.000000 Penalty: 5926.706055
	Iteration 98Q: 3 clusters Score -1.97494e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152505 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -19749390.000000 Penalty: 5926.706055
	Iteration 99Q: 3 clusters Score -1.974939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152519 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -19749378.000000 Penalty: 5926.706055
	Iteration 100F: 3 clusters Score -1.974938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152534 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -19749406.000000 Penalty: 5926.706055
	Iteration 101Q: 3 clusters Score -1.974941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152546 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -19749422.000000 Penalty: 5926.706055
	Iteration 102Q: 3 clusters Score -1.974942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152561 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -19749416.000000 Penalty: 5926.706055
	Iteration 103Q: 3 clusters Score -1.974942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152574 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -19749426.000000 Penalty: 5926.706055
	Iteration 104Q: 3 clusters Score -1.974943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152585 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -19749422.000000 Penalty: 5926.706055
	Iteration 105Q: 3 clusters Score -1.974942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152597 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -19749430.000000 Penalty: 5926.706055
	Iteration 106Q: 3 clusters Score -1.974943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152602 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -19749434.000000 Penalty: 5926.706055
	Iteration 107Q: 3 clusters Score -1.974943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152610 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -19749418.000000 Penalty: 5926.706055
	Iteration 108Q: 3 clusters Score -1.974942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152614 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -19749428.000000 Penalty: 5926.706055
	Iteration 109Q: 3 clusters Score -1.974943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152618 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -19749424.000000 Penalty: 5926.706055
	Iteration 110Q: 3 clusters Score -1.974942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152621 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -19749416.000000 Penalty: 5926.706055
	Iteration 111Q: 3 clusters Score -1.974942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152626 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -19749410.000000 Penalty: 5926.706055
	Iteration 112Q: 3 clusters Score -1.974941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152628 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -19749404.000000 Penalty: 5926.706055
	Iteration 113Q: 3 clusters Score -1.97494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152630 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -19749412.000000 Penalty: 5926.706055
	Iteration 114Q: 3 clusters Score -1.974941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152632 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -19749418.000000 Penalty: 5926.706055
	Iteration 115Q: 3 clusters Score -1.974942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152634 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -19749422.000000 Penalty: 5926.706055
	Iteration 116Q: 3 clusters Score -1.974942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152635 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -19749422.000000 Penalty: 5926.706055
	Iteration 117Q: 3 clusters Score -1.974942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152637 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -19749420.000000 Penalty: 5926.706055
	Iteration 118Q: 3 clusters Score -1.974942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152640 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -19749422.000000 Penalty: 5926.706055
	Iteration 119Q: 3 clusters Score -1.974942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152641 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -19749416.000000 Penalty: 5926.706055
	Iteration 120F: 3 clusters Score -1.974942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152643 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -19749418.000000 Penalty: 5926.706055
	Iteration 121Q: 3 clusters Score -1.974942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152645 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -19749416.000000 Penalty: 5926.706055
	Iteration 122Q: 3 clusters Score -1.974942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152645 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -19749416.000000 Penalty: 5926.706055
	Iteration 123F: 3 clusters Score -1.974942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Entering Unmasked Estep 
Score: -1166603.750000 Penalty: 2264.131836
	Iteration 0F: 2 clusters Score -1166604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1159405.750000 Penalty: 4528.263672
	Iteration 0F: 3 clusters Score -1159406 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1161416.875000 Penalty: 4528.263672
	Iteration 1F: 3 clusters Score -1161417 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1161704.625000 Penalty: 4528.263672
	Iteration 2F: 3 clusters Score -1161705 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1161910.000000 Penalty: 4528.263672
	Iteration 3F: 3 clusters Score -1161910 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1162053.500000 Penalty: 4528.263672
	Iteration 4Q: 3 clusters Score -1162054 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1162157.125000 Penalty: 4528.263672
	Iteration 5Q: 3 clusters Score -1162157 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1162243.875000 Penalty: 4528.263672
	Iteration 6Q: 3 clusters Score -1162244 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1162315.625000 Penalty: 4528.263672
	Iteration 7Q: 3 clusters Score -1162316 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1162376.500000 Penalty: 4528.263672
	Iteration 8Q: 3 clusters Score -1162376 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1162436.750000 Penalty: 4528.263672
	Iteration 9Q: 3 clusters Score -1162437 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1162494.000000 Penalty: 4528.263672
	Iteration 10Q: 3 clusters Score -1162494 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1162540.375000 Penalty: 4528.263672
	Iteration 11Q: 3 clusters Score -1162540 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1162592.500000 Penalty: 4528.263672
	Iteration 12Q: 3 clusters Score -1162592 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1162636.375000 Penalty: 4528.263672
	Iteration 13Q: 3 clusters Score -1162636 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1162683.125000 Penalty: 4528.263672
	Iteration 14Q: 3 clusters Score -1162683 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1162731.250000 Penalty: 4528.263672
	Iteration 15Q: 3 clusters Score -1162731 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1162777.125000 Penalty: 4528.263672
	Iteration 16Q: 3 clusters Score -1162777 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1162819.750000 Penalty: 4528.263672
	Iteration 17Q: 3 clusters Score -1162820 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1162882.000000 Penalty: 4528.263672
	Iteration 18Q: 3 clusters Score -1162882 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1162956.250000 Penalty: 4528.263672
	Iteration 19Q: 3 clusters Score -1162956 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1163079.250000 Penalty: 4528.263672
	Iteration 20F: 3 clusters Score -1163079 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1163234.000000 Penalty: 4528.263672
	Iteration 21Q: 3 clusters Score -1163234 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1163384.500000 Penalty: 4528.263672
	Iteration 22Q: 3 clusters Score -1163384 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1163524.375000 Penalty: 4528.263672
	Iteration 23Q: 3 clusters Score -1163524 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1163660.875000 Penalty: 4528.263672
	Iteration 24Q: 3 clusters Score -1163661 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1163761.125000 Penalty: 4528.263672
	Iteration 25Q: 3 clusters Score -1163761 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1163832.625000 Penalty: 4528.263672
	Iteration 26Q: 3 clusters Score -1163833 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1163874.750000 Penalty: 4528.263672
	Iteration 27Q: 3 clusters Score -1163875 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1163911.750000 Penalty: 4528.263672
	Iteration 28Q: 3 clusters Score -1163912 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1163939.750000 Penalty: 4528.263672
	Iteration 29Q: 3 clusters Score -1163940 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1163960.000000 Penalty: 4528.263672
	Iteration 30Q: 3 clusters Score -1163960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1163975.750000 Penalty: 4528.263672
	Iteration 31Q: 3 clusters Score -1163976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1163995.000000 Penalty: 4528.263672
	Iteration 32Q: 3 clusters Score -1163995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1164009.125000 Penalty: 4528.263672
	Iteration 33Q: 3 clusters Score -1164009 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1164015.500000 Penalty: 4528.263672
	Iteration 34Q: 3 clusters Score -1164016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1164022.125000 Penalty: 4528.263672
	Iteration 35Q: 3 clusters Score -1164022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1164029.500000 Penalty: 4528.263672
	Iteration 36Q: 3 clusters Score -1164030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1164036.750000 Penalty: 4528.263672
	Iteration 37Q: 3 clusters Score -1164037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1164039.625000 Penalty: 4528.263672
	Iteration 38Q: 3 clusters Score -1164040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1164044.875000 Penalty: 4528.263672
	Iteration 39Q: 3 clusters Score -1164045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1164051.625000 Penalty: 4528.263672
	Iteration 40F: 3 clusters Score -1164052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1164054.625000 Penalty: 4528.263672
	Iteration 41Q: 3 clusters Score -1164055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1164062.000000 Penalty: 4528.263672
	Iteration 42Q: 3 clusters Score -1164062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1164065.250000 Penalty: 4528.263672
	Iteration 43Q: 3 clusters Score -1164065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1164070.000000 Penalty: 4528.263672
	Iteration 44Q: 3 clusters Score -1164070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1164082.125000 Penalty: 4528.263672
	Iteration 45Q: 3 clusters Score -1164082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1164083.625000 Penalty: 4528.263672
	Iteration 46Q: 3 clusters Score -1164084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1164089.500000 Penalty: 4528.263672
	Iteration 47Q: 3 clusters Score -1164090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1164093.625000 Penalty: 4528.263672
	Iteration 48Q: 3 clusters Score -1164094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1164097.875000 Penalty: 4528.263672
	Iteration 49Q: 3 clusters Score -1164098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1164100.500000 Penalty: 4528.263672
	Iteration 50Q: 3 clusters Score -1164100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1164105.375000 Penalty: 4528.263672
	Iteration 51Q: 3 clusters Score -1164105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1164111.125000 Penalty: 4528.263672
	Iteration 52Q: 3 clusters Score -1164111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1164113.250000 Penalty: 4528.263672
	Iteration 53Q: 3 clusters Score -1164113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1164113.125000 Penalty: 4528.263672
	Iteration 54Q: 3 clusters Score -1164113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1164120.500000 Penalty: 4528.263672
	Iteration 55Q: 3 clusters Score -1164120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1164122.000000 Penalty: 4528.263672
	Iteration 56Q: 3 clusters Score -1164122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1164123.500000 Penalty: 4528.263672
	Iteration 57Q: 3 clusters Score -1164124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1164128.000000 Penalty: 4528.263672
	Iteration 58Q: 3 clusters Score -1164128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1164131.125000 Penalty: 4528.263672
	Iteration 59Q: 3 clusters Score -1164131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1164140.375000 Penalty: 4528.263672
	Iteration 60F: 3 clusters Score -1164140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1164144.875000 Penalty: 4528.263672
	Iteration 61Q: 3 clusters Score -1164145 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1164153.375000 Penalty: 4528.263672
	Iteration 62Q: 3 clusters Score -1164153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1164154.375000 Penalty: 4528.263672
	Iteration 63Q: 3 clusters Score -1164154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1164157.875000 Penalty: 4528.263672
	Iteration 64Q: 3 clusters Score -1164158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1164164.125000 Penalty: 4528.263672
	Iteration 65Q: 3 clusters Score -1164164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1164170.000000 Penalty: 4528.263672
	Iteration 66Q: 3 clusters Score -1164170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1164174.875000 Penalty: 4528.263672
	Iteration 67Q: 3 clusters Score -1164175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1164179.250000 Penalty: 4528.263672
	Iteration 68Q: 3 clusters Score -1164179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1164181.625000 Penalty: 4528.263672
	Iteration 69Q: 3 clusters Score -1164182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1164190.125000 Penalty: 4528.263672
	Iteration 70Q: 3 clusters Score -1164190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1164194.375000 Penalty: 4528.263672
	Iteration 71Q: 3 clusters Score -1164194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1164200.375000 Penalty: 4528.263672
	Iteration 72Q: 3 clusters Score -1164200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1164199.250000 Penalty: 4528.263672
	Iteration 73Q: 3 clusters Score -1164199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1164208.875000 Penalty: 4528.263672
	Iteration 74Q: 3 clusters Score -1164209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1164217.125000 Penalty: 4528.263672
	Iteration 75Q: 3 clusters Score -1164217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1164225.500000 Penalty: 4528.263672
	Iteration 76Q: 3 clusters Score -1164226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1164234.250000 Penalty: 4528.263672
	Iteration 77Q: 3 clusters Score -1164234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1164245.375000 Penalty: 4528.263672
	Iteration 78Q: 3 clusters Score -1164245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1164253.000000 Penalty: 4528.263672
	Iteration 79Q: 3 clusters Score -1164253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1164257.125000 Penalty: 4528.263672
	Iteration 80F: 3 clusters Score -1164257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1164264.000000 Penalty: 4528.263672
	Iteration 81Q: 3 clusters Score -1164264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1164264.625000 Penalty: 4528.263672
	Iteration 82Q: 3 clusters Score -1164265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1164265.125000 Penalty: 4528.263672
	Iteration 83Q: 3 clusters Score -1164265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1164266.250000 Penalty: 4528.263672
	Iteration 84Q: 3 clusters Score -1164266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1164267.750000 Penalty: 4528.263672
	Iteration 85Q: 3 clusters Score -1164268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1164270.000000 Penalty: 4528.263672
	Iteration 86Q: 3 clusters Score -1164270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1164271.750000 Penalty: 4528.263672
	Iteration 87Q: 3 clusters Score -1164272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1164272.750000 Penalty: 4528.263672
	Iteration 88Q: 3 clusters Score -1164273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1164273.750000 Penalty: 4528.263672
	Iteration 89Q: 3 clusters Score -1164274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1164277.875000 Penalty: 4528.263672
	Iteration 90Q: 3 clusters Score -1164278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1164279.000000 Penalty: 4528.263672
	Iteration 91Q: 3 clusters Score -1164279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1164282.875000 Penalty: 4528.263672
	Iteration 92Q: 3 clusters Score -1164283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1164285.125000 Penalty: 4528.263672
	Iteration 93Q: 3 clusters Score -1164285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1164287.625000 Penalty: 4528.263672
	Iteration 94Q: 3 clusters Score -1164288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1164289.125000 Penalty: 4528.263672
	Iteration 95Q: 3 clusters Score -1164289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1164287.375000 Penalty: 4528.263672
	Iteration 96Q: 3 clusters Score -1164287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1164289.500000 Penalty: 4528.263672
	Iteration 97Q: 3 clusters Score -1164290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1164288.875000 Penalty: 4528.263672
	Iteration 98Q: 3 clusters Score -1164289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1164288.875000 Penalty: 4528.263672
	Iteration 99F: 3 clusters Score -1164289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -139234.625000 Penalty: 1798.509277
	Iteration 0F: 2 clusters Score -139234.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -137384.875000 Penalty: 3597.018555
	Iteration 0F: 3 clusters Score -137384.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -139668.281250 Penalty: 3597.018555
	Iteration 1F: 3 clusters Score -139668.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -141585.875000 Penalty: 3597.018555
	Iteration 2F: 3 clusters Score -141585.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -142637.796875 Penalty: 3597.018555
	Iteration 3F: 3 clusters Score -142637.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -142788.484375 Penalty: 3597.018555
	Iteration 4Q: 3 clusters Score -142788.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -142802.265625 Penalty: 3597.018555
	Iteration 5Q: 3 clusters Score -142802.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -142802.265625 Penalty: 3597.018555
	Iteration 6F: 3 clusters Score -142802.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 154663 members 
Mstep: Class 3 contains 9224 members 
Mstep: Class 4 contains 301 members 
Mstep: Class 5 contains 179146 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 6621 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 6361 members 
Mstep: Class 10 contains 129564 members 
Mstep: Class 11 contains 71773 members 
Mstep: Class 12 contains 167739 members 
Mstep: Class 13 contains 8661 members 
Mstep: Class 14 contains 1214 members 
Mstep: Class 15 contains 152497 members 
Mstep: Class 16 contains 74544 members 
Mstep: Class 17 contains 4150 members 
Mstep: Class 19 contains 168049 members 
Mstep: Class 21 contains 149641 members 
Entering Unmasked Estep 
Score: -161315312.000000 Penalty: 66302.054688
Splitting cluster 4 changes total score from -161313184.000000 to -161315312.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 5 (179146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179146 members 
Entering Unmasked Estep 
Score: -22751626.000000 Penalty: 2999.797363
	Iteration 0F: 2 clusters Score -2.275163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89565 members 
Mstep: Class 2 contains 89581 members 
Entering Unmasked Estep 
Score: -22636384.000000 Penalty: 5999.594727
	Iteration 0F: 3 clusters Score -2.263638e+07 nChanged 85909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 88616 members 
Entering Unmasked Estep 
Score: -22686544.000000 Penalty: 5999.594727
	Iteration 1F: 3 clusters Score -2.268654e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91096 members 
Mstep: Class 2 contains 88050 members 
Entering Unmasked Estep 
Score: -22687994.000000 Penalty: 5999.594727
	Iteration 2Q: 3 clusters Score -2.268799e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 86969 members 
Entering Unmasked Estep 
Score: -22690396.000000 Penalty: 5999.594727
	Iteration 3Q: 3 clusters Score -2.26904e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94182 members 
Mstep: Class 2 contains 84964 members 
Entering Unmasked Estep 
Score: -22694444.000000 Penalty: 5999.594727
	Iteration 4Q: 3 clusters Score -2.269444e+07 nChanged 10592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 81666 members 
Entering Unmasked Estep 
Score: -22701532.000000 Penalty: 5999.594727
	Iteration 5F: 3 clusters Score -2.270153e+07 nChanged 13318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102494 members 
Mstep: Class 2 contains 76652 members 
Entering Unmasked Estep 
Score: -22713184.000000 Penalty: 5999.594727
	Iteration 6F: 3 clusters Score -2.271318e+07 nChanged 14809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108303 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -22727876.000000 Penalty: 5999.594727
	Iteration 7F: 3 clusters Score -2.272788e+07 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112839 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -22739588.000000 Penalty: 5999.594727
	Iteration 8F: 3 clusters Score -2.273959e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115817 members 
Mstep: Class 2 contains 63329 members 
Entering Unmasked Estep 
Score: -22744418.000000 Penalty: 5999.594727
	Iteration 9Q: 3 clusters Score -2.274442e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118109 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -22746848.000000 Penalty: 5999.594727
	Iteration 10Q: 3 clusters Score -2.274685e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120132 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -22748190.000000 Penalty: 5999.594727
	Iteration 11Q: 3 clusters Score -2.274819e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121878 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -22749072.000000 Penalty: 5999.594727
	Iteration 12Q: 3 clusters Score -2.274907e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123444 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -22749724.000000 Penalty: 5999.594727
	Iteration 13Q: 3 clusters Score -2.274972e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124904 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -22750146.000000 Penalty: 5999.594727
	Iteration 14Q: 3 clusters Score -2.275015e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126295 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -22750562.000000 Penalty: 5999.594727
	Iteration 15Q: 3 clusters Score -2.275056e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127586 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -22750954.000000 Penalty: 5999.594727
	Iteration 16Q: 3 clusters Score -2.275095e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128779 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -22751184.000000 Penalty: 5999.594727
	Iteration 17Q: 3 clusters Score -2.275118e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129886 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -22751478.000000 Penalty: 5999.594727
	Iteration 18Q: 3 clusters Score -2.275148e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130960 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -22751606.000000 Penalty: 5999.594727
	Iteration 19Q: 3 clusters Score -2.275161e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131935 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -22751640.000000 Penalty: 5999.594727
	Iteration 20F: 3 clusters Score -2.275164e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132853 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -22751826.000000 Penalty: 5999.594727
	Iteration 21Q: 3 clusters Score -2.275183e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133734 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -22751988.000000 Penalty: 5999.594727
	Iteration 22Q: 3 clusters Score -2.275199e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134601 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -22752126.000000 Penalty: 5999.594727
	Iteration 23Q: 3 clusters Score -2.275213e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135515 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -22752296.000000 Penalty: 5999.594727
	Iteration 24Q: 3 clusters Score -2.27523e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136387 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -22752432.000000 Penalty: 5999.594727
	Iteration 25Q: 3 clusters Score -2.275243e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137175 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -22752526.000000 Penalty: 5999.594727
	Iteration 26Q: 3 clusters Score -2.275253e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137919 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -22752696.000000 Penalty: 5999.594727
	Iteration 27Q: 3 clusters Score -2.27527e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138629 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -22752742.000000 Penalty: 5999.594727
	Iteration 28Q: 3 clusters Score -2.275274e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139287 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -22752784.000000 Penalty: 5999.594727
	Iteration 29Q: 3 clusters Score -2.275278e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139902 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -22752866.000000 Penalty: 5999.594727
	Iteration 30Q: 3 clusters Score -2.275287e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140485 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -22752986.000000 Penalty: 5999.594727
	Iteration 31Q: 3 clusters Score -2.275299e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141040 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -22753098.000000 Penalty: 5999.594727
	Iteration 32Q: 3 clusters Score -2.27531e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141571 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -22753154.000000 Penalty: 5999.594727
	Iteration 33Q: 3 clusters Score -2.275315e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142083 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -22753152.000000 Penalty: 5999.594727
	Iteration 34Q: 3 clusters Score -2.275315e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142583 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -22753238.000000 Penalty: 5999.594727
	Iteration 35Q: 3 clusters Score -2.275324e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143068 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -22753198.000000 Penalty: 5999.594727
	Iteration 36Q: 3 clusters Score -2.27532e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143533 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -22753296.000000 Penalty: 5999.594727
	Iteration 37Q: 3 clusters Score -2.27533e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144001 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -22753378.000000 Penalty: 5999.594727
	Iteration 38Q: 3 clusters Score -2.275338e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144409 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -22753458.000000 Penalty: 5999.594727
	Iteration 39Q: 3 clusters Score -2.275346e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144828 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -22753476.000000 Penalty: 5999.594727
	Iteration 40F: 3 clusters Score -2.275348e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145214 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -22753498.000000 Penalty: 5999.594727
	Iteration 41Q: 3 clusters Score -2.27535e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145601 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -22753586.000000 Penalty: 5999.594727
	Iteration 42Q: 3 clusters Score -2.275359e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145977 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -22753616.000000 Penalty: 5999.594727
	Iteration 43Q: 3 clusters Score -2.275362e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146361 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -22753626.000000 Penalty: 5999.594727
	Iteration 44Q: 3 clusters Score -2.275363e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146730 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -22753654.000000 Penalty: 5999.594727
	Iteration 45Q: 3 clusters Score -2.275365e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147094 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -22753692.000000 Penalty: 5999.594727
	Iteration 46Q: 3 clusters Score -2.275369e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147456 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -22753728.000000 Penalty: 5999.594727
	Iteration 47Q: 3 clusters Score -2.275373e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147827 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -22753744.000000 Penalty: 5999.594727
	Iteration 48Q: 3 clusters Score -2.275374e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148194 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -22753794.000000 Penalty: 5999.594727
	Iteration 49Q: 3 clusters Score -2.275379e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148572 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -22753732.000000 Penalty: 5999.594727
	Iteration 50Q: 3 clusters Score -2.275373e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148910 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -22753730.000000 Penalty: 5999.594727
	Iteration 51Q: 3 clusters Score -2.275373e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149272 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -22753790.000000 Penalty: 5999.594727
	Iteration 52Q: 3 clusters Score -2.275379e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149601 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -22753842.000000 Penalty: 5999.594727
	Iteration 53Q: 3 clusters Score -2.275384e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149912 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -22753892.000000 Penalty: 5999.594727
	Iteration 54Q: 3 clusters Score -2.275389e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150230 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -22753880.000000 Penalty: 5999.594727
	Iteration 55Q: 3 clusters Score -2.275388e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150538 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -22753944.000000 Penalty: 5999.594727
	Iteration 56Q: 3 clusters Score -2.275394e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150804 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -22753968.000000 Penalty: 5999.594727
	Iteration 57Q: 3 clusters Score -2.275397e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151091 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -22753952.000000 Penalty: 5999.594727
	Iteration 58Q: 3 clusters Score -2.275395e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151384 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -22753952.000000 Penalty: 5999.594727
	Iteration 59Q: 3 clusters Score -2.275395e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151637 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -22753970.000000 Penalty: 5999.594727
	Iteration 60F: 3 clusters Score -2.275397e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151895 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -22753978.000000 Penalty: 5999.594727
	Iteration 61Q: 3 clusters Score -2.275398e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152132 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -22753996.000000 Penalty: 5999.594727
	Iteration 62Q: 3 clusters Score -2.2754e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152356 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -22754000.000000 Penalty: 5999.594727
	Iteration 63Q: 3 clusters Score -2.2754e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152587 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -22754026.000000 Penalty: 5999.594727
	Iteration 64Q: 3 clusters Score -2.275403e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152813 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -22753984.000000 Penalty: 5999.594727
	Iteration 65Q: 3 clusters Score -2.275398e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153060 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -22753958.000000 Penalty: 5999.594727
	Iteration 66Q: 3 clusters Score -2.275396e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153326 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -22753950.000000 Penalty: 5999.594727
	Iteration 67Q: 3 clusters Score -2.275395e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153591 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -22753960.000000 Penalty: 5999.594727
	Iteration 68Q: 3 clusters Score -2.275396e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153836 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -22753954.000000 Penalty: 5999.594727
	Iteration 69Q: 3 clusters Score -2.275395e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154062 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -22754006.000000 Penalty: 5999.594727
	Iteration 70Q: 3 clusters Score -2.275401e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154305 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -22753954.000000 Penalty: 5999.594727
	Iteration 71Q: 3 clusters Score -2.275395e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154545 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -22753900.000000 Penalty: 5999.594727
	Iteration 72Q: 3 clusters Score -2.27539e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154792 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -22753876.000000 Penalty: 5999.594727
	Iteration 73Q: 3 clusters Score -2.275388e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155038 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -22753860.000000 Penalty: 5999.594727
	Iteration 74Q: 3 clusters Score -2.275386e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155266 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -22753874.000000 Penalty: 5999.594727
	Iteration 75Q: 3 clusters Score -2.275387e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155485 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -22753874.000000 Penalty: 5999.594727
	Iteration 76Q: 3 clusters Score -2.275387e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155689 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -22753848.000000 Penalty: 5999.594727
	Iteration 77Q: 3 clusters Score -2.275385e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155883 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -22753838.000000 Penalty: 5999.594727
	Iteration 78Q: 3 clusters Score -2.275384e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156074 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -22753822.000000 Penalty: 5999.594727
	Iteration 79Q: 3 clusters Score -2.275382e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -22753782.000000 Penalty: 5999.594727
	Iteration 80F: 3 clusters Score -2.275378e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156441 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -22753764.000000 Penalty: 5999.594727
	Iteration 81Q: 3 clusters Score -2.275376e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156584 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -22753682.000000 Penalty: 5999.594727
	Iteration 82Q: 3 clusters Score -2.275368e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156715 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -22753696.000000 Penalty: 5999.594727
	Iteration 83Q: 3 clusters Score -2.27537e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156838 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -22753658.000000 Penalty: 5999.594727
	Iteration 84Q: 3 clusters Score -2.275366e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156973 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -22753672.000000 Penalty: 5999.594727
	Iteration 85Q: 3 clusters Score -2.275367e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157118 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -22753694.000000 Penalty: 5999.594727
	Iteration 86Q: 3 clusters Score -2.275369e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157253 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -22753668.000000 Penalty: 5999.594727
	Iteration 87Q: 3 clusters Score -2.275367e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157388 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -22753680.000000 Penalty: 5999.594727
	Iteration 88Q: 3 clusters Score -2.275368e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -22753698.000000 Penalty: 5999.594727
	Iteration 89Q: 3 clusters Score -2.27537e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157664 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -22753662.000000 Penalty: 5999.594727
	Iteration 90Q: 3 clusters Score -2.275366e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157797 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -22753636.000000 Penalty: 5999.594727
	Iteration 91Q: 3 clusters Score -2.275364e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157932 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -22753626.000000 Penalty: 5999.594727
	Iteration 92Q: 3 clusters Score -2.275363e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158058 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -22753666.000000 Penalty: 5999.594727
	Iteration 93Q: 3 clusters Score -2.275367e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158179 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -22753632.000000 Penalty: 5999.594727
	Iteration 94Q: 3 clusters Score -2.275363e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158303 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -22753624.000000 Penalty: 5999.594727
	Iteration 95Q: 3 clusters Score -2.275362e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158427 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -22753574.000000 Penalty: 5999.594727
	Iteration 96Q: 3 clusters Score -2.275357e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158560 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -22753584.000000 Penalty: 5999.594727
	Iteration 97Q: 3 clusters Score -2.275358e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158696 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -22753530.000000 Penalty: 5999.594727
	Iteration 98Q: 3 clusters Score -2.275353e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158824 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -22753492.000000 Penalty: 5999.594727
	Iteration 99Q: 3 clusters Score -2.275349e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158946 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -22753488.000000 Penalty: 5999.594727
	Iteration 100F: 3 clusters Score -2.275349e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159057 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -22753422.000000 Penalty: 5999.594727
	Iteration 101Q: 3 clusters Score -2.275342e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159153 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -22753396.000000 Penalty: 5999.594727
	Iteration 102Q: 3 clusters Score -2.27534e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159253 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -22753356.000000 Penalty: 5999.594727
	Iteration 103Q: 3 clusters Score -2.275336e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -22753342.000000 Penalty: 5999.594727
	Iteration 104Q: 3 clusters Score -2.275334e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159473 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -22753342.000000 Penalty: 5999.594727
	Iteration 105Q: 3 clusters Score -2.275334e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159563 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -22753288.000000 Penalty: 5999.594727
	Iteration 106Q: 3 clusters Score -2.275329e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159652 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -22753268.000000 Penalty: 5999.594727
	Iteration 107Q: 3 clusters Score -2.275327e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159732 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -22753290.000000 Penalty: 5999.594727
	Iteration 108Q: 3 clusters Score -2.275329e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159807 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -22753302.000000 Penalty: 5999.594727
	Iteration 109Q: 3 clusters Score -2.27533e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159884 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -22753292.000000 Penalty: 5999.594727
	Iteration 110Q: 3 clusters Score -2.275329e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159955 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -22753290.000000 Penalty: 5999.594727
	Iteration 111Q: 3 clusters Score -2.275329e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160030 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -22753288.000000 Penalty: 5999.594727
	Iteration 112Q: 3 clusters Score -2.275329e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160107 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -22753276.000000 Penalty: 5999.594727
	Iteration 113Q: 3 clusters Score -2.275328e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160182 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -22753256.000000 Penalty: 5999.594727
	Iteration 114Q: 3 clusters Score -2.275326e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160243 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -22753248.000000 Penalty: 5999.594727
	Iteration 115Q: 3 clusters Score -2.275325e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160298 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -22753254.000000 Penalty: 5999.594727
	Iteration 116Q: 3 clusters Score -2.275325e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160335 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -22753260.000000 Penalty: 5999.594727
	Iteration 117Q: 3 clusters Score -2.275326e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160369 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -22753262.000000 Penalty: 5999.594727
	Iteration 118Q: 3 clusters Score -2.275326e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160413 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -22753240.000000 Penalty: 5999.594727
	Iteration 119Q: 3 clusters Score -2.275324e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160456 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -22753220.000000 Penalty: 5999.594727
	Iteration 120F: 3 clusters Score -2.275322e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160513 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -22753232.000000 Penalty: 5999.594727
	Iteration 121Q: 3 clusters Score -2.275323e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160575 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -22753248.000000 Penalty: 5999.594727
	Iteration 122Q: 3 clusters Score -2.275325e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160643 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -22753216.000000 Penalty: 5999.594727
	Iteration 123Q: 3 clusters Score -2.275322e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160715 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -22753240.000000 Penalty: 5999.594727
	Iteration 124Q: 3 clusters Score -2.275324e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160785 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -22753262.000000 Penalty: 5999.594727
	Iteration 125Q: 3 clusters Score -2.275326e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160844 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -22753258.000000 Penalty: 5999.594727
	Iteration 126Q: 3 clusters Score -2.275326e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160899 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -22753268.000000 Penalty: 5999.594727
	Iteration 127Q: 3 clusters Score -2.275327e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160951 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -22753266.000000 Penalty: 5999.594727
	Iteration 128Q: 3 clusters Score -2.275327e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161005 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -22753278.000000 Penalty: 5999.594727
	Iteration 129Q: 3 clusters Score -2.275328e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161067 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -22753248.000000 Penalty: 5999.594727
	Iteration 130Q: 3 clusters Score -2.275325e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161131 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -22753266.000000 Penalty: 5999.594727
	Iteration 131Q: 3 clusters Score -2.275327e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161211 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -22753254.000000 Penalty: 5999.594727
	Iteration 132Q: 3 clusters Score -2.275325e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161289 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -22753238.000000 Penalty: 5999.594727
	Iteration 133Q: 3 clusters Score -2.275324e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161361 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -22753244.000000 Penalty: 5999.594727
	Iteration 134Q: 3 clusters Score -2.275324e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161438 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -22753232.000000 Penalty: 5999.594727
	Iteration 135Q: 3 clusters Score -2.275323e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161507 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -22753228.000000 Penalty: 5999.594727
	Iteration 136Q: 3 clusters Score -2.275323e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161571 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -22753192.000000 Penalty: 5999.594727
	Iteration 137Q: 3 clusters Score -2.275319e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161646 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -22753186.000000 Penalty: 5999.594727
	Iteration 138Q: 3 clusters Score -2.275319e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161716 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -22753220.000000 Penalty: 5999.594727
	Iteration 139Q: 3 clusters Score -2.275322e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161777 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -22753200.000000 Penalty: 5999.594727
	Iteration 140F: 3 clusters Score -2.27532e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161845 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -22753186.000000 Penalty: 5999.594727
	Iteration 141Q: 3 clusters Score -2.275319e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161906 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -22753228.000000 Penalty: 5999.594727
	Iteration 142Q: 3 clusters Score -2.275323e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161960 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -22753212.000000 Penalty: 5999.594727
	Iteration 143Q: 3 clusters Score -2.275321e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162010 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -22753216.000000 Penalty: 5999.594727
	Iteration 144Q: 3 clusters Score -2.275322e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162050 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -22753216.000000 Penalty: 5999.594727
	Iteration 145Q: 3 clusters Score -2.275322e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162095 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -22753232.000000 Penalty: 5999.594727
	Iteration 146Q: 3 clusters Score -2.275323e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162142 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -22753218.000000 Penalty: 5999.594727
	Iteration 147Q: 3 clusters Score -2.275322e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162182 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -22753202.000000 Penalty: 5999.594727
	Iteration 148Q: 3 clusters Score -2.27532e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162235 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -22753208.000000 Penalty: 5999.594727
	Iteration 149Q: 3 clusters Score -2.275321e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162281 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -22753230.000000 Penalty: 5999.594727
	Iteration 150Q: 3 clusters Score -2.275323e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162328 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -22753208.000000 Penalty: 5999.594727
	Iteration 151Q: 3 clusters Score -2.275321e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162389 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -22753200.000000 Penalty: 5999.594727
	Iteration 152Q: 3 clusters Score -2.27532e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162452 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -22753200.000000 Penalty: 5999.594727
	Iteration 153Q: 3 clusters Score -2.27532e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162521 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -22753240.000000 Penalty: 5999.594727
	Iteration 154Q: 3 clusters Score -2.275324e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162580 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -22753216.000000 Penalty: 5999.594727
	Iteration 155Q: 3 clusters Score -2.275322e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162642 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -22753182.000000 Penalty: 5999.594727
	Iteration 156Q: 3 clusters Score -2.275318e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162695 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -22753156.000000 Penalty: 5999.594727
	Iteration 157Q: 3 clusters Score -2.275316e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162741 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -22753144.000000 Penalty: 5999.594727
	Iteration 158Q: 3 clusters Score -2.275314e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162790 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -22753122.000000 Penalty: 5999.594727
	Iteration 159Q: 3 clusters Score -2.275312e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162837 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -22753116.000000 Penalty: 5999.594727
	Iteration 160F: 3 clusters Score -2.275312e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162883 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -22753106.000000 Penalty: 5999.594727
	Iteration 161Q: 3 clusters Score -2.275311e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162940 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -22753108.000000 Penalty: 5999.594727
	Iteration 162Q: 3 clusters Score -2.275311e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162978 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -22753098.000000 Penalty: 5999.594727
	Iteration 163Q: 3 clusters Score -2.27531e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163014 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -22753108.000000 Penalty: 5999.594727
	Iteration 164Q: 3 clusters Score -2.275311e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163051 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -22753098.000000 Penalty: 5999.594727
	Iteration 165Q: 3 clusters Score -2.27531e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163098 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -22753062.000000 Penalty: 5999.594727
	Iteration 166Q: 3 clusters Score -2.275306e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163154 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -22753050.000000 Penalty: 5999.594727
	Iteration 167Q: 3 clusters Score -2.275305e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163208 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -22753058.000000 Penalty: 5999.594727
	Iteration 168Q: 3 clusters Score -2.275306e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163260 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -22753004.000000 Penalty: 5999.594727
	Iteration 169Q: 3 clusters Score -2.2753e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163320 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -22753028.000000 Penalty: 5999.594727
	Iteration 170Q: 3 clusters Score -2.275303e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163381 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -22753036.000000 Penalty: 5999.594727
	Iteration 171Q: 3 clusters Score -2.275304e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163439 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -22753010.000000 Penalty: 5999.594727
	Iteration 172Q: 3 clusters Score -2.275301e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163484 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -22753024.000000 Penalty: 5999.594727
	Iteration 173Q: 3 clusters Score -2.275302e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163535 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -22752990.000000 Penalty: 5999.594727
	Iteration 174Q: 3 clusters Score -2.275299e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163589 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -22753024.000000 Penalty: 5999.594727
	Iteration 175Q: 3 clusters Score -2.275302e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163651 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -22753014.000000 Penalty: 5999.594727
	Iteration 176Q: 3 clusters Score -2.275301e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163708 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -22753008.000000 Penalty: 5999.594727
	Iteration 177Q: 3 clusters Score -2.275301e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163748 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -22752990.000000 Penalty: 5999.594727
	Iteration 178Q: 3 clusters Score -2.275299e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163783 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -22753012.000000 Penalty: 5999.594727
	Iteration 179Q: 3 clusters Score -2.275301e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163822 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -22752984.000000 Penalty: 5999.594727
	Iteration 180F: 3 clusters Score -2.275298e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163856 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -22752990.000000 Penalty: 5999.594727
	Iteration 181Q: 3 clusters Score -2.275299e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163896 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -22753014.000000 Penalty: 5999.594727
	Iteration 182Q: 3 clusters Score -2.275301e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163945 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -22752968.000000 Penalty: 5999.594727
	Iteration 183Q: 3 clusters Score -2.275297e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163983 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -22752970.000000 Penalty: 5999.594727
	Iteration 184Q: 3 clusters Score -2.275297e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164017 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -22752968.000000 Penalty: 5999.594727
	Iteration 185Q: 3 clusters Score -2.275297e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164041 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -22752958.000000 Penalty: 5999.594727
	Iteration 186Q: 3 clusters Score -2.275296e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164061 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -22752954.000000 Penalty: 5999.594727
	Iteration 187Q: 3 clusters Score -2.275295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164079 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -22752956.000000 Penalty: 5999.594727
	Iteration 188Q: 3 clusters Score -2.275296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -22752946.000000 Penalty: 5999.594727
	Iteration 189Q: 3 clusters Score -2.275295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164115 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -22752956.000000 Penalty: 5999.594727
	Iteration 190Q: 3 clusters Score -2.275296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164126 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -22752958.000000 Penalty: 5999.594727
	Iteration 191Q: 3 clusters Score -2.275296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164140 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -22752966.000000 Penalty: 5999.594727
	Iteration 192Q: 3 clusters Score -2.275297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164150 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -22752950.000000 Penalty: 5999.594727
	Iteration 193Q: 3 clusters Score -2.275295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164158 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -22752948.000000 Penalty: 5999.594727
	Iteration 194Q: 3 clusters Score -2.275295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164163 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -22752946.000000 Penalty: 5999.594727
	Iteration 195Q: 3 clusters Score -2.275295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164165 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -22752942.000000 Penalty: 5999.594727
	Iteration 196Q: 3 clusters Score -2.275294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164167 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -22752950.000000 Penalty: 5999.594727
	Iteration 197Q: 3 clusters Score -2.275295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164172 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -22752952.000000 Penalty: 5999.594727
	Iteration 198Q: 3 clusters Score -2.275295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164178 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -22752954.000000 Penalty: 5999.594727
	Iteration 199Q: 3 clusters Score -2.275295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164186 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -22752952.000000 Penalty: 5999.594727
	Iteration 200F: 3 clusters Score -2.275295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164199 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -22752946.000000 Penalty: 5999.594727
	Iteration 201Q: 3 clusters Score -2.275295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164206 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -22752956.000000 Penalty: 5999.594727
	Iteration 202Q: 3 clusters Score -2.275296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164219 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -22752960.000000 Penalty: 5999.594727
	Iteration 203Q: 3 clusters Score -2.275296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164233 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -22752950.000000 Penalty: 5999.594727
	Iteration 204Q: 3 clusters Score -2.275295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164252 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -22752956.000000 Penalty: 5999.594727
	Iteration 205Q: 3 clusters Score -2.275296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164266 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -22752954.000000 Penalty: 5999.594727
	Iteration 206Q: 3 clusters Score -2.275295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -22752960.000000 Penalty: 5999.594727
	Iteration 207Q: 3 clusters Score -2.275296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164290 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -22752980.000000 Penalty: 5999.594727
	Iteration 208Q: 3 clusters Score -2.275298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164302 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -22752968.000000 Penalty: 5999.594727
	Iteration 209Q: 3 clusters Score -2.275297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164320 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -22752958.000000 Penalty: 5999.594727
	Iteration 210Q: 3 clusters Score -2.275296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164341 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -22752966.000000 Penalty: 5999.594727
	Iteration 211Q: 3 clusters Score -2.275297e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164361 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -22752942.000000 Penalty: 5999.594727
	Iteration 212Q: 3 clusters Score -2.275294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164377 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -22752944.000000 Penalty: 5999.594727
	Iteration 213Q: 3 clusters Score -2.275294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164391 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -22752940.000000 Penalty: 5999.594727
	Iteration 214Q: 3 clusters Score -2.275294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164406 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -22752946.000000 Penalty: 5999.594727
	Iteration 215Q: 3 clusters Score -2.275295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164422 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -22752962.000000 Penalty: 5999.594727
	Iteration 216Q: 3 clusters Score -2.275296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164435 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -22752942.000000 Penalty: 5999.594727
	Iteration 217Q: 3 clusters Score -2.275294e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164455 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -22752936.000000 Penalty: 5999.594727
	Iteration 218Q: 3 clusters Score -2.275294e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164477 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -22752934.000000 Penalty: 5999.594727
	Iteration 219Q: 3 clusters Score -2.275293e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164504 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -22752942.000000 Penalty: 5999.594727
	Iteration 220F: 3 clusters Score -2.275294e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164528 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -22752932.000000 Penalty: 5999.594727
	Iteration 221Q: 3 clusters Score -2.275293e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164554 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -22752928.000000 Penalty: 5999.594727
	Iteration 222Q: 3 clusters Score -2.275293e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164578 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -22752920.000000 Penalty: 5999.594727
	Iteration 223Q: 3 clusters Score -2.275292e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164620 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -22752902.000000 Penalty: 5999.594727
	Iteration 224Q: 3 clusters Score -2.27529e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164656 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -22752914.000000 Penalty: 5999.594727
	Iteration 225Q: 3 clusters Score -2.275291e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164702 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -22752916.000000 Penalty: 5999.594727
	Iteration 226Q: 3 clusters Score -2.275292e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164749 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -22752892.000000 Penalty: 5999.594727
	Iteration 227Q: 3 clusters Score -2.275289e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164807 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -22752850.000000 Penalty: 5999.594727
	Iteration 228Q: 3 clusters Score -2.275285e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164851 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -22752854.000000 Penalty: 5999.594727
	Iteration 229Q: 3 clusters Score -2.275285e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164891 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -22752866.000000 Penalty: 5999.594727
	Iteration 230Q: 3 clusters Score -2.275287e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164932 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -22752848.000000 Penalty: 5999.594727
	Iteration 231Q: 3 clusters Score -2.275285e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164967 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -22752840.000000 Penalty: 5999.594727
	Iteration 232Q: 3 clusters Score -2.275284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164994 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -22752834.000000 Penalty: 5999.594727
	Iteration 233Q: 3 clusters Score -2.275283e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165017 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -22752860.000000 Penalty: 5999.594727
	Iteration 234Q: 3 clusters Score -2.275286e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165041 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -22752868.000000 Penalty: 5999.594727
	Iteration 235Q: 3 clusters Score -2.275287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165057 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -22752874.000000 Penalty: 5999.594727
	Iteration 236Q: 3 clusters Score -2.275287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165072 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -22752876.000000 Penalty: 5999.594727
	Iteration 237Q: 3 clusters Score -2.275288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165089 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -22752858.000000 Penalty: 5999.594727
	Iteration 238Q: 3 clusters Score -2.275286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165106 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -22752880.000000 Penalty: 5999.594727
	Iteration 239Q: 3 clusters Score -2.275288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165124 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -22752884.000000 Penalty: 5999.594727
	Iteration 240F: 3 clusters Score -2.275288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165138 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -22752886.000000 Penalty: 5999.594727
	Iteration 241Q: 3 clusters Score -2.275289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165150 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -22752902.000000 Penalty: 5999.594727
	Iteration 242Q: 3 clusters Score -2.27529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165164 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -22752908.000000 Penalty: 5999.594727
	Iteration 243Q: 3 clusters Score -2.275291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165175 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -22752910.000000 Penalty: 5999.594727
	Iteration 244Q: 3 clusters Score -2.275291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165183 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -22752914.000000 Penalty: 5999.594727
	Iteration 245Q: 3 clusters Score -2.275291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165190 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -22752892.000000 Penalty: 5999.594727
	Iteration 246Q: 3 clusters Score -2.275289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165200 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -22752890.000000 Penalty: 5999.594727
	Iteration 247Q: 3 clusters Score -2.275289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165212 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -22752884.000000 Penalty: 5999.594727
	Iteration 248Q: 3 clusters Score -2.275288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165223 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -22752894.000000 Penalty: 5999.594727
	Iteration 249Q: 3 clusters Score -2.275289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165232 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -22752880.000000 Penalty: 5999.594727
	Iteration 250Q: 3 clusters Score -2.275288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165240 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -22752894.000000 Penalty: 5999.594727
	Iteration 251Q: 3 clusters Score -2.275289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165246 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -22752890.000000 Penalty: 5999.594727
	Iteration 252Q: 3 clusters Score -2.275289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165251 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -22752882.000000 Penalty: 5999.594727
	Iteration 253Q: 3 clusters Score -2.275288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165258 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -22752896.000000 Penalty: 5999.594727
	Iteration 254Q: 3 clusters Score -2.27529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165267 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -22752890.000000 Penalty: 5999.594727
	Iteration 255Q: 3 clusters Score -2.275289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165274 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -22752890.000000 Penalty: 5999.594727
	Iteration 256Q: 3 clusters Score -2.275289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165278 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -22752876.000000 Penalty: 5999.594727
	Iteration 257Q: 3 clusters Score -2.275288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165284 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -22752874.000000 Penalty: 5999.594727
	Iteration 258Q: 3 clusters Score -2.275287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165289 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -22752890.000000 Penalty: 5999.594727
	Iteration 259Q: 3 clusters Score -2.275289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165292 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -22752890.000000 Penalty: 5999.594727
	Iteration 260F: 3 clusters Score -2.275289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165295 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -22752858.000000 Penalty: 5999.594727
	Iteration 261Q: 3 clusters Score -2.275286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165297 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -22752862.000000 Penalty: 5999.594727
	Iteration 262Q: 3 clusters Score -2.275286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165300 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -22752854.000000 Penalty: 5999.594727
	Iteration 263Q: 3 clusters Score -2.275285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165302 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -22752858.000000 Penalty: 5999.594727
	Iteration 264Q: 3 clusters Score -2.275286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165303 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -22752862.000000 Penalty: 5999.594727
	Iteration 265Q: 3 clusters Score -2.275286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165304 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -22752854.000000 Penalty: 5999.594727
	Iteration 266Q: 3 clusters Score -2.275285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165304 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -22752854.000000 Penalty: 5999.594727
	Iteration 267F: 3 clusters Score -2.275285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 154663 members 
Mstep: Class 3 contains 9224 members 
Mstep: Class 4 contains 301 members 
Mstep: Class 5 contains 165304 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 6621 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 6361 members 
Mstep: Class 10 contains 129564 members 
Mstep: Class 11 contains 71773 members 
Mstep: Class 12 contains 167739 members 
Mstep: Class 13 contains 8661 members 
Mstep: Class 14 contains 1214 members 
Mstep: Class 15 contains 152497 members 
Mstep: Class 16 contains 74544 members 
Mstep: Class 17 contains 4150 members 
Mstep: Class 18 contains 13842 members 
Mstep: Class 19 contains 168049 members 
Mstep: Class 21 contains 149641 members 
Entering Unmasked Estep 
Score: -161314256.000000 Penalty: 69791.640625
Splitting cluster 5 changes total score from -161313184.000000 to -161314256.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 6 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -148788.781250 Penalty: 1816.146362
	Iteration 0F: 2 clusters Score -148788.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -146684.453125 Penalty: 3632.292725
	Iteration 0F: 3 clusters Score -146684.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -147972.312500 Penalty: 3632.292725
	Iteration 1F: 3 clusters Score -147972.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -148960.906250 Penalty: 3632.292725
	Iteration 2F: 3 clusters Score -148960.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -149999.968750 Penalty: 3632.292725
	Iteration 3F: 3 clusters Score -150000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -150164.718750 Penalty: 3632.292725
	Iteration 4Q: 3 clusters Score -150164.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -150238.984375 Penalty: 3632.292725
	Iteration 5Q: 3 clusters Score -150239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -150321.453125 Penalty: 3632.292725
	Iteration 6Q: 3 clusters Score -150321.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -150416.234375 Penalty: 3632.292725
	Iteration 7Q: 3 clusters Score -150416.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -150531.968750 Penalty: 3632.292725
	Iteration 8Q: 3 clusters Score -150532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -150651.484375 Penalty: 3632.292725
	Iteration 9Q: 3 clusters Score -150651.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -150787.890625 Penalty: 3632.292725
	Iteration 10Q: 3 clusters Score -150787.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -150916.687500 Penalty: 3632.292725
	Iteration 11Q: 3 clusters Score -150916.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -151131.468750 Penalty: 3632.292725
	Iteration 12Q: 3 clusters Score -151131.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -151191.062500 Penalty: 3632.292725
	Iteration 13Q: 3 clusters Score -151191.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -151198.093750 Penalty: 3632.292725
	Iteration 14Q: 3 clusters Score -151198.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -151216.765625 Penalty: 3632.292725
	Iteration 15Q: 3 clusters Score -151216.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -151267.171875 Penalty: 3632.292725
	Iteration 16Q: 3 clusters Score -151267.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -151288.953125 Penalty: 3632.292725
	Iteration 17Q: 3 clusters Score -151289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -151305.046875 Penalty: 3632.292725
	Iteration 18Q: 3 clusters Score -151305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -151345.093750 Penalty: 3632.292725
	Iteration 19Q: 3 clusters Score -151345.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -151449.640625 Penalty: 3632.292725
	Iteration 20F: 3 clusters Score -151449.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -151526.171875 Penalty: 3632.292725
	Iteration 21Q: 3 clusters Score -151526.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -151537.968750 Penalty: 3632.292725
	Iteration 22Q: 3 clusters Score -151538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -151541.328125 Penalty: 3632.292725
	Iteration 23Q: 3 clusters Score -151541.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -151543.078125 Penalty: 3632.292725
	Iteration 24Q: 3 clusters Score -151543.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -151544.156250 Penalty: 3632.292725
	Iteration 25Q: 3 clusters Score -151544.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -151547.281250 Penalty: 3632.292725
	Iteration 26Q: 3 clusters Score -151547.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -151549.125000 Penalty: 3632.292725
	Iteration 27Q: 3 clusters Score -151549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -151553.234375 Penalty: 3632.292725
	Iteration 28Q: 3 clusters Score -151553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -151565.812500 Penalty: 3632.292725
	Iteration 29Q: 3 clusters Score -151565.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -151574.734375 Penalty: 3632.292725
	Iteration 30Q: 3 clusters Score -151574.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -151576.531250 Penalty: 3632.292725
	Iteration 31Q: 3 clusters Score -151576.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -151577.859375 Penalty: 3632.292725
	Iteration 32Q: 3 clusters Score -151577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -151580.250000 Penalty: 3632.292725
	Iteration 33Q: 3 clusters Score -151580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -151585.062500 Penalty: 3632.292725
	Iteration 34Q: 3 clusters Score -151585.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -151611.250000 Penalty: 3632.292725
	Iteration 35Q: 3 clusters Score -151611.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -151624.046875 Penalty: 3632.292725
	Iteration 36Q: 3 clusters Score -151624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -151640.390625 Penalty: 3632.292725
	Iteration 37Q: 3 clusters Score -151640.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -151663.265625 Penalty: 3632.292725
	Iteration 38Q: 3 clusters Score -151663.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151703.750000 Penalty: 3632.292725
	Iteration 39Q: 3 clusters Score -151703.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -151737.656250 Penalty: 3632.292725
	Iteration 40F: 3 clusters Score -151737.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -151876.859375 Penalty: 3632.292725
	Iteration 41Q: 3 clusters Score -151876.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -151973.671875 Penalty: 3632.292725
	Iteration 42Q: 3 clusters Score -151973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -151984.078125 Penalty: 3632.292725
	Iteration 43Q: 3 clusters Score -151984.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -151987.875000 Penalty: 3632.292725
	Iteration 44Q: 3 clusters Score -151987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -151987.875000 Penalty: 3632.292725
	Iteration 45F: 3 clusters Score -151987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 154663 members 
Mstep: Class 3 contains 9224 members 
Mstep: Class 4 contains 301 members 
Mstep: Class 5 contains 165304 members 
Mstep: Class 6 contains 828 members 
Mstep: Class 7 contains 6621 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 6361 members 
Mstep: Class 10 contains 129564 members 
Mstep: Class 11 contains 71773 members 
Mstep: Class 12 contains 167739 members 
Mstep: Class 13 contains 8661 members 
Mstep: Class 14 contains 1214 members 
Mstep: Class 15 contains 152497 members 
Mstep: Class 16 contains 74544 members 
Mstep: Class 17 contains 4150 members 
Mstep: Class 18 contains 13842 members 
Mstep: Class 19 contains 168049 members 
Mstep: Class 20 contains 687 members 
Mstep: Class 21 contains 149641 members 
Entering Unmasked Estep 
Score: -161315472.000000 Penalty: 73281.218750
Splitting cluster 6 changes total score from -161313184.000000 to -161315472.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (6621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Entering Unmasked Estep 
Score: -797708.687500 Penalty: 2181.904297
	Iteration 0F: 2 clusters Score -797708.7 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 3275 members 
Entering Unmasked Estep 
Score: -792182.562500 Penalty: 4363.808594
	Iteration 0F: 3 clusters Score -792182.6 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -793623.875000 Penalty: 4363.808594
	Iteration 1F: 3 clusters Score -793623.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -793889.250000 Penalty: 4363.808594
	Iteration 2F: 3 clusters Score -793889.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -794131.312500 Penalty: 4363.808594
	Iteration 3F: 3 clusters Score -794131.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -794405.937500 Penalty: 4363.808594
	Iteration 4F: 3 clusters Score -794405.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -794691.562500 Penalty: 4363.808594
	Iteration 5F: 3 clusters Score -794691.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -795030.750000 Penalty: 4363.808594
	Iteration 6F: 3 clusters Score -795030.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -795347.500000 Penalty: 4363.808594
	Iteration 7F: 3 clusters Score -795347.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -795648.000000 Penalty: 4363.808594
	Iteration 8F: 3 clusters Score -795648 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -795903.687500 Penalty: 4363.808594
	Iteration 9Q: 3 clusters Score -795903.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -796087.437500 Penalty: 4363.808594
	Iteration 10Q: 3 clusters Score -796087.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -796204.000000 Penalty: 4363.808594
	Iteration 11Q: 3 clusters Score -796204 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -796270.875000 Penalty: 4363.808594
	Iteration 12Q: 3 clusters Score -796270.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -796327.625000 Penalty: 4363.808594
	Iteration 13Q: 3 clusters Score -796327.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -796367.875000 Penalty: 4363.808594
	Iteration 14Q: 3 clusters Score -796367.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -796398.187500 Penalty: 4363.808594
	Iteration 15Q: 3 clusters Score -796398.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -796418.062500 Penalty: 4363.808594
	Iteration 16Q: 3 clusters Score -796418.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -796434.125000 Penalty: 4363.808594
	Iteration 17Q: 3 clusters Score -796434.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -796444.250000 Penalty: 4363.808594
	Iteration 18Q: 3 clusters Score -796444.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -796450.125000 Penalty: 4363.808594
	Iteration 19Q: 3 clusters Score -796450.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -796460.687500 Penalty: 4363.808594
	Iteration 20F: 3 clusters Score -796460.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -796469.062500 Penalty: 4363.808594
	Iteration 21Q: 3 clusters Score -796469.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -796476.812500 Penalty: 4363.808594
	Iteration 22Q: 3 clusters Score -796476.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -796477.687500 Penalty: 4363.808594
	Iteration 23Q: 3 clusters Score -796477.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -796480.437500 Penalty: 4363.808594
	Iteration 24Q: 3 clusters Score -796480.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -796482.625000 Penalty: 4363.808594
	Iteration 25Q: 3 clusters Score -796482.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -796481.375000 Penalty: 4363.808594
	Iteration 26Q: 3 clusters Score -796481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -796484.062500 Penalty: 4363.808594
	Iteration 27Q: 3 clusters Score -796484.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -796482.937500 Penalty: 4363.808594
	Iteration 28Q: 3 clusters Score -796482.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -796484.750000 Penalty: 4363.808594
	Iteration 29Q: 3 clusters Score -796484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -796486.812500 Penalty: 4363.808594
	Iteration 30Q: 3 clusters Score -796486.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -796488.562500 Penalty: 4363.808594
	Iteration 31Q: 3 clusters Score -796488.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -796491.437500 Penalty: 4363.808594
	Iteration 32Q: 3 clusters Score -796491.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -796492.750000 Penalty: 4363.808594
	Iteration 33Q: 3 clusters Score -796492.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -796493.625000 Penalty: 4363.808594
	Iteration 34Q: 3 clusters Score -796493.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -796492.937500 Penalty: 4363.808594
	Iteration 35Q: 3 clusters Score -796492.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -796494.250000 Penalty: 4363.808594
	Iteration 36Q: 3 clusters Score -796494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -796494.125000 Penalty: 4363.808594
	Iteration 37Q: 3 clusters Score -796494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -796495.375000 Penalty: 4363.808594
	Iteration 38Q: 3 clusters Score -796495.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -796495.937500 Penalty: 4363.808594
	Iteration 39Q: 3 clusters Score -796495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -796496.500000 Penalty: 4363.808594
	Iteration 40F: 3 clusters Score -796496.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Entering Unmasked Estep 
Score: -807586.062500 Penalty: 2171.969482
	Iteration 0F: 2 clusters Score -807586.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -802257.000000 Penalty: 4343.938965
	Iteration 0F: 3 clusters Score -802257 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -803578.562500 Penalty: 4343.938965
	Iteration 1F: 3 clusters Score -803578.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -803827.812500 Penalty: 4343.938965
	Iteration 2F: 3 clusters Score -803827.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -804004.187500 Penalty: 4343.938965
	Iteration 3F: 3 clusters Score -804004.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -804101.375000 Penalty: 4343.938965
	Iteration 4Q: 3 clusters Score -804101.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -804166.000000 Penalty: 4343.938965
	Iteration 5Q: 3 clusters Score -804166 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -804221.937500 Penalty: 4343.938965
	Iteration 6Q: 3 clusters Score -804221.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -804270.187500 Penalty: 4343.938965
	Iteration 7Q: 3 clusters Score -804270.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -804318.625000 Penalty: 4343.938965
	Iteration 8Q: 3 clusters Score -804318.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -804361.500000 Penalty: 4343.938965
	Iteration 9Q: 3 clusters Score -804361.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -804399.062500 Penalty: 4343.938965
	Iteration 10Q: 3 clusters Score -804399.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -804427.687500 Penalty: 4343.938965
	Iteration 11Q: 3 clusters Score -804427.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -804485.562500 Penalty: 4343.938965
	Iteration 12Q: 3 clusters Score -804485.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -804599.187500 Penalty: 4343.938965
	Iteration 13Q: 3 clusters Score -804599.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -804777.125000 Penalty: 4343.938965
	Iteration 14Q: 3 clusters Score -804777.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -804934.437500 Penalty: 4343.938965
	Iteration 15Q: 3 clusters Score -804934.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -805076.875000 Penalty: 4343.938965
	Iteration 16Q: 3 clusters Score -805076.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -805193.250000 Penalty: 4343.938965
	Iteration 17Q: 3 clusters Score -805193.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -805285.437500 Penalty: 4343.938965
	Iteration 18Q: 3 clusters Score -805285.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -805364.812500 Penalty: 4343.938965
	Iteration 19Q: 3 clusters Score -805364.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -805430.812500 Penalty: 4343.938965
	Iteration 20F: 3 clusters Score -805430.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -805494.062500 Penalty: 4343.938965
	Iteration 21Q: 3 clusters Score -805494.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -805549.062500 Penalty: 4343.938965
	Iteration 22Q: 3 clusters Score -805549.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -805583.812500 Penalty: 4343.938965
	Iteration 23Q: 3 clusters Score -805583.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -805606.312500 Penalty: 4343.938965
	Iteration 24Q: 3 clusters Score -805606.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -805631.937500 Penalty: 4343.938965
	Iteration 25Q: 3 clusters Score -805631.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -805657.687500 Penalty: 4343.938965
	Iteration 26Q: 3 clusters Score -805657.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -805673.250000 Penalty: 4343.938965
	Iteration 27Q: 3 clusters Score -805673.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -805683.500000 Penalty: 4343.938965
	Iteration 28Q: 3 clusters Score -805683.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -805691.937500 Penalty: 4343.938965
	Iteration 29Q: 3 clusters Score -805691.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -805703.625000 Penalty: 4343.938965
	Iteration 30Q: 3 clusters Score -805703.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -805716.125000 Penalty: 4343.938965
	Iteration 31Q: 3 clusters Score -805716.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -805730.500000 Penalty: 4343.938965
	Iteration 32Q: 3 clusters Score -805730.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -805744.687500 Penalty: 4343.938965
	Iteration 33Q: 3 clusters Score -805744.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -805763.562500 Penalty: 4343.938965
	Iteration 34Q: 3 clusters Score -805763.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -805777.937500 Penalty: 4343.938965
	Iteration 35Q: 3 clusters Score -805777.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -805789.812500 Penalty: 4343.938965
	Iteration 36Q: 3 clusters Score -805789.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -805798.625000 Penalty: 4343.938965
	Iteration 37Q: 3 clusters Score -805798.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -805806.000000 Penalty: 4343.938965
	Iteration 38Q: 3 clusters Score -805806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -805812.687500 Penalty: 4343.938965
	Iteration 39Q: 3 clusters Score -805812.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -805820.312500 Penalty: 4343.938965
	Iteration 40F: 3 clusters Score -805820.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -805825.062500 Penalty: 4343.938965
	Iteration 41Q: 3 clusters Score -805825.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -805830.187500 Penalty: 4343.938965
	Iteration 42Q: 3 clusters Score -805830.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -805835.687500 Penalty: 4343.938965
	Iteration 43Q: 3 clusters Score -805835.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -805837.187500 Penalty: 4343.938965
	Iteration 44Q: 3 clusters Score -805837.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -805838.937500 Penalty: 4343.938965
	Iteration 45Q: 3 clusters Score -805838.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -805843.437500 Penalty: 4343.938965
	Iteration 46Q: 3 clusters Score -805843.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -805846.875000 Penalty: 4343.938965
	Iteration 47Q: 3 clusters Score -805846.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -805848.875000 Penalty: 4343.938965
	Iteration 48Q: 3 clusters Score -805848.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -805848.062500 Penalty: 4343.938965
	Iteration 49Q: 3 clusters Score -805848.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -805847.500000 Penalty: 4343.938965
	Iteration 50Q: 3 clusters Score -805847.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -805849.000000 Penalty: 4343.938965
	Iteration 51Q: 3 clusters Score -805849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -805851.500000 Penalty: 4343.938965
	Iteration 52Q: 3 clusters Score -805851.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -805852.062500 Penalty: 4343.938965
	Iteration 53Q: 3 clusters Score -805852.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -805853.000000 Penalty: 4343.938965
	Iteration 54Q: 3 clusters Score -805853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -805856.250000 Penalty: 4343.938965
	Iteration 55Q: 3 clusters Score -805856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -805856.562500 Penalty: 4343.938965
	Iteration 56Q: 3 clusters Score -805856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -805857.812500 Penalty: 4343.938965
	Iteration 57Q: 3 clusters Score -805857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -805858.375000 Penalty: 4343.938965
	Iteration 58Q: 3 clusters Score -805858.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -805859.062500 Penalty: 4343.938965
	Iteration 59Q: 3 clusters Score -805859.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -805860.250000 Penalty: 4343.938965
	Iteration 60F: 3 clusters Score -805860.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -805859.000000 Penalty: 4343.938965
	Iteration 61Q: 3 clusters Score -805859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -805859.125000 Penalty: 4343.938965
	Iteration 62Q: 3 clusters Score -805859.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -805860.250000 Penalty: 4343.938965
	Iteration 63Q: 3 clusters Score -805860.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -805859.687500 Penalty: 4343.938965
	Iteration 64Q: 3 clusters Score -805859.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -805859.687500 Penalty: 4343.938965
	Iteration 65F: 3 clusters Score -805859.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (129564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129564 members 
Entering Unmasked Estep 
Score: -16670014.000000 Penalty: 2919.438721
	Iteration 0F: 2 clusters Score -1.667001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -16583561.000000 Penalty: 5838.877441
	Iteration 0F: 3 clusters Score -1.658356e+07 nChanged 61505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -16618715.000000 Penalty: 5838.877441
	Iteration 1F: 3 clusters Score -1.661872e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -16619432.000000 Penalty: 5838.877441
	Iteration 2Q: 3 clusters Score -1.661943e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -16619950.000000 Penalty: 5838.877441
	Iteration 3Q: 3 clusters Score -1.661995e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 64330 members 
Entering Unmasked Estep 
Score: -16620497.000000 Penalty: 5838.877441
	Iteration 4Q: 3 clusters Score -1.66205e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65332 members 
Mstep: Class 2 contains 64232 members 
Entering Unmasked Estep 
Score: -16620993.000000 Penalty: 5838.877441
	Iteration 5Q: 3 clusters Score -1.662099e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -16621809.000000 Penalty: 5838.877441
	Iteration 6Q: 3 clusters Score -1.662181e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65338 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -16622682.000000 Penalty: 5838.877441
	Iteration 7Q: 3 clusters Score -1.662268e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 64260 members 
Entering Unmasked Estep 
Score: -16623967.000000 Penalty: 5838.877441
	Iteration 8Q: 3 clusters Score -1.662397e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -16625787.000000 Penalty: 5838.877441
	Iteration 9Q: 3 clusters Score -1.662579e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -16628779.000000 Penalty: 5838.877441
	Iteration 10Q: 3 clusters Score -1.662878e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -16633349.000000 Penalty: 5838.877441
	Iteration 11F: 3 clusters Score -1.663335e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -16639746.000000 Penalty: 5838.877441
	Iteration 12F: 3 clusters Score -1.663975e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -16646169.000000 Penalty: 5838.877441
	Iteration 13F: 3 clusters Score -1.664617e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Mstep: Class 2 contains 68462 members 
Entering Unmasked Estep 
Score: -16649505.000000 Penalty: 5838.877441
	Iteration 14F: 3 clusters Score -1.66495e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
Score: -16650693.000000 Penalty: 5838.877441
	Iteration 15Q: 3 clusters Score -1.665069e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -16651298.000000 Penalty: 5838.877441
	Iteration 16Q: 3 clusters Score -1.66513e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 70829 members 
Entering Unmasked Estep 
Score: -16651801.000000 Penalty: 5838.877441
	Iteration 17Q: 3 clusters Score -1.66518e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 71589 members 
Entering Unmasked Estep 
Score: -16652192.000000 Penalty: 5838.877441
	Iteration 18Q: 3 clusters Score -1.665219e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -16652591.000000 Penalty: 5838.877441
	Iteration 19Q: 3 clusters Score -1.665259e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -16652922.000000 Penalty: 5838.877441
	Iteration 20F: 3 clusters Score -1.665292e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 74092 members 
Entering Unmasked Estep 
Score: -16653381.000000 Penalty: 5838.877441
	Iteration 21Q: 3 clusters Score -1.665338e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -16653785.000000 Penalty: 5838.877441
	Iteration 22Q: 3 clusters Score -1.665378e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 75970 members 
Entering Unmasked Estep 
Score: -16654080.000000 Penalty: 5838.877441
	Iteration 23Q: 3 clusters Score -1.665408e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 76877 members 
Entering Unmasked Estep 
Score: -16654510.000000 Penalty: 5838.877441
	Iteration 24Q: 3 clusters Score -1.665451e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 77763 members 
Entering Unmasked Estep 
Score: -16654766.000000 Penalty: 5838.877441
	Iteration 25Q: 3 clusters Score -1.665477e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 78660 members 
Entering Unmasked Estep 
Score: -16655077.000000 Penalty: 5838.877441
	Iteration 26Q: 3 clusters Score -1.665508e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 79604 members 
Entering Unmasked Estep 
Score: -16655343.000000 Penalty: 5838.877441
	Iteration 27Q: 3 clusters Score -1.665534e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 80487 members 
Entering Unmasked Estep 
Score: -16655629.000000 Penalty: 5838.877441
	Iteration 28Q: 3 clusters Score -1.665563e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 81327 members 
Entering Unmasked Estep 
Score: -16655827.000000 Penalty: 5838.877441
	Iteration 29Q: 3 clusters Score -1.665583e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 82172 members 
Entering Unmasked Estep 
Score: -16656048.000000 Penalty: 5838.877441
	Iteration 30Q: 3 clusters Score -1.665605e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -16656325.000000 Penalty: 5838.877441
	Iteration 31Q: 3 clusters Score -1.665632e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 84034 members 
Entering Unmasked Estep 
Score: -16656583.000000 Penalty: 5838.877441
	Iteration 32Q: 3 clusters Score -1.665658e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 84922 members 
Entering Unmasked Estep 
Score: -16656749.000000 Penalty: 5838.877441
	Iteration 33Q: 3 clusters Score -1.665675e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -16656898.000000 Penalty: 5838.877441
	Iteration 34Q: 3 clusters Score -1.66569e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -16657177.000000 Penalty: 5838.877441
	Iteration 35Q: 3 clusters Score -1.665718e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -16657419.000000 Penalty: 5838.877441
	Iteration 36Q: 3 clusters Score -1.665742e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 88704 members 
Entering Unmasked Estep 
Score: -16657565.000000 Penalty: 5838.877441
	Iteration 37Q: 3 clusters Score -1.665756e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 89688 members 
Entering Unmasked Estep 
Score: -16657781.000000 Penalty: 5838.877441
	Iteration 38Q: 3 clusters Score -1.665778e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 90611 members 
Entering Unmasked Estep 
Score: -16657944.000000 Penalty: 5838.877441
	Iteration 39Q: 3 clusters Score -1.665794e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 91523 members 
Entering Unmasked Estep 
Score: -16658010.000000 Penalty: 5838.877441
	Iteration 40F: 3 clusters Score -1.665801e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 92419 members 
Entering Unmasked Estep 
Score: -16658129.000000 Penalty: 5838.877441
	Iteration 41Q: 3 clusters Score -1.665813e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 93309 members 
Entering Unmasked Estep 
Score: -16658298.000000 Penalty: 5838.877441
	Iteration 42Q: 3 clusters Score -1.66583e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 94224 members 
Entering Unmasked Estep 
Score: -16658474.000000 Penalty: 5838.877441
	Iteration 43Q: 3 clusters Score -1.665847e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -16658661.000000 Penalty: 5838.877441
	Iteration 44Q: 3 clusters Score -1.665866e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 96288 members 
Entering Unmasked Estep 
Score: -16658771.000000 Penalty: 5838.877441
	Iteration 45Q: 3 clusters Score -1.665877e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -16658972.000000 Penalty: 5838.877441
	Iteration 46Q: 3 clusters Score -1.665897e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 98404 members 
Entering Unmasked Estep 
Score: -16659164.000000 Penalty: 5838.877441
	Iteration 47Q: 3 clusters Score -1.665916e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 99440 members 
Entering Unmasked Estep 
Score: -16659417.000000 Penalty: 5838.877441
	Iteration 48Q: 3 clusters Score -1.665942e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 100491 members 
Entering Unmasked Estep 
Score: -16659605.000000 Penalty: 5838.877441
	Iteration 49Q: 3 clusters Score -1.66596e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 101569 members 
Entering Unmasked Estep 
Score: -16659749.000000 Penalty: 5838.877441
	Iteration 50Q: 3 clusters Score -1.665975e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 102668 members 
Entering Unmasked Estep 
Score: -16660000.000000 Penalty: 5838.877441
	Iteration 51Q: 3 clusters Score -1.666e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 103765 members 
Entering Unmasked Estep 
Score: -16660230.000000 Penalty: 5838.877441
	Iteration 52Q: 3 clusters Score -1.666023e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 104870 members 
Entering Unmasked Estep 
Score: -16660461.000000 Penalty: 5838.877441
	Iteration 53Q: 3 clusters Score -1.666046e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -16660738.000000 Penalty: 5838.877441
	Iteration 54Q: 3 clusters Score -1.666074e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 107256 members 
Entering Unmasked Estep 
Score: -16660941.000000 Penalty: 5838.877441
	Iteration 55Q: 3 clusters Score -1.666094e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 108456 members 
Entering Unmasked Estep 
Score: -16661204.000000 Penalty: 5838.877441
	Iteration 56Q: 3 clusters Score -1.66612e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 109668 members 
Entering Unmasked Estep 
Score: -16661524.000000 Penalty: 5838.877441
	Iteration 57Q: 3 clusters Score -1.666152e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 110880 members 
Entering Unmasked Estep 
Score: -16661878.000000 Penalty: 5838.877441
	Iteration 58Q: 3 clusters Score -1.666188e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 112105 members 
Entering Unmasked Estep 
Score: -16662243.000000 Penalty: 5838.877441
	Iteration 59Q: 3 clusters Score -1.666224e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 113328 members 
Entering Unmasked Estep 
Score: -16662578.000000 Penalty: 5838.877441
	Iteration 60F: 3 clusters Score -1.666258e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 114510 members 
Entering Unmasked Estep 
Score: -16663017.000000 Penalty: 5838.877441
	Iteration 61Q: 3 clusters Score -1.666302e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 115681 members 
Entering Unmasked Estep 
Score: -16663382.000000 Penalty: 5838.877441
	Iteration 62Q: 3 clusters Score -1.666338e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 116837 members 
Entering Unmasked Estep 
Score: -16663685.000000 Penalty: 5838.877441
	Iteration 63Q: 3 clusters Score -1.666368e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 117956 members 
Entering Unmasked Estep 
Score: -16664079.000000 Penalty: 5838.877441
	Iteration 64Q: 3 clusters Score -1.666408e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 119003 members 
Entering Unmasked Estep 
Score: -16664476.000000 Penalty: 5838.877441
	Iteration 65Q: 3 clusters Score -1.666448e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 119974 members 
Entering Unmasked Estep 
Score: -16664856.000000 Penalty: 5838.877441
	Iteration 66Q: 3 clusters Score -1.666486e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 120881 members 
Entering Unmasked Estep 
Score: -16665184.000000 Penalty: 5838.877441
	Iteration 67Q: 3 clusters Score -1.666518e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 121683 members 
Entering Unmasked Estep 
Score: -16665410.000000 Penalty: 5838.877441
	Iteration 68Q: 3 clusters Score -1.666541e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 122420 members 
Entering Unmasked Estep 
Score: -16665652.000000 Penalty: 5838.877441
	Iteration 69Q: 3 clusters Score -1.666565e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 123087 members 
Entering Unmasked Estep 
Score: -16665898.000000 Penalty: 5838.877441
	Iteration 70Q: 3 clusters Score -1.66659e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 123679 members 
Entering Unmasked Estep 
Score: -16666072.000000 Penalty: 5838.877441
	Iteration 71Q: 3 clusters Score -1.666607e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 124195 members 
Entering Unmasked Estep 
Score: -16666281.000000 Penalty: 5838.877441
	Iteration 72Q: 3 clusters Score -1.666628e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 124683 members 
Entering Unmasked Estep 
Score: -16666462.000000 Penalty: 5838.877441
	Iteration 73Q: 3 clusters Score -1.666646e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 125135 members 
Entering Unmasked Estep 
Score: -16666599.000000 Penalty: 5838.877441
	Iteration 74Q: 3 clusters Score -1.66666e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 125524 members 
Entering Unmasked Estep 
Score: -16666683.000000 Penalty: 5838.877441
	Iteration 75Q: 3 clusters Score -1.666668e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 125862 members 
Entering Unmasked Estep 
Score: -16666812.000000 Penalty: 5838.877441
	Iteration 76Q: 3 clusters Score -1.666681e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 126137 members 
Entering Unmasked Estep 
Score: -16666908.000000 Penalty: 5838.877441
	Iteration 77Q: 3 clusters Score -1.666691e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 126394 members 
Entering Unmasked Estep 
Score: -16667016.000000 Penalty: 5838.877441
	Iteration 78Q: 3 clusters Score -1.666702e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 126628 members 
Entering Unmasked Estep 
Score: -16667087.000000 Penalty: 5838.877441
	Iteration 79Q: 3 clusters Score -1.666709e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 126844 members 
Entering Unmasked Estep 
Score: -16667106.000000 Penalty: 5838.877441
	Iteration 80F: 3 clusters Score -1.666711e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 127030 members 
Entering Unmasked Estep 
Score: -16667171.000000 Penalty: 5838.877441
	Iteration 81Q: 3 clusters Score -1.666717e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 127188 members 
Entering Unmasked Estep 
Score: -16667193.000000 Penalty: 5838.877441
	Iteration 82Q: 3 clusters Score -1.666719e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 127334 members 
Entering Unmasked Estep 
Score: -16667248.000000 Penalty: 5838.877441
	Iteration 83Q: 3 clusters Score -1.666725e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 127454 members 
Entering Unmasked Estep 
Score: -16667277.000000 Penalty: 5838.877441
	Iteration 84Q: 3 clusters Score -1.666728e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 127562 members 
Entering Unmasked Estep 
Score: -16667314.000000 Penalty: 5838.877441
	Iteration 85Q: 3 clusters Score -1.666731e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 127654 members 
Entering Unmasked Estep 
Score: -16667356.000000 Penalty: 5838.877441
	Iteration 86Q: 3 clusters Score -1.666736e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 127737 members 
Entering Unmasked Estep 
Score: -16667399.000000 Penalty: 5838.877441
	Iteration 87Q: 3 clusters Score -1.66674e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 127813 members 
Entering Unmasked Estep 
Score: -16667413.000000 Penalty: 5838.877441
	Iteration 88Q: 3 clusters Score -1.666741e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 127875 members 
Entering Unmasked Estep 
Score: -16667401.000000 Penalty: 5838.877441
	Iteration 89Q: 3 clusters Score -1.66674e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 127932 members 
Entering Unmasked Estep 
Score: -16667435.000000 Penalty: 5838.877441
	Iteration 90Q: 3 clusters Score -1.666744e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 127971 members 
Entering Unmasked Estep 
Score: -16667447.000000 Penalty: 5838.877441
	Iteration 91Q: 3 clusters Score -1.666745e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 128005 members 
Entering Unmasked Estep 
Score: -16667462.000000 Penalty: 5838.877441
	Iteration 92Q: 3 clusters Score -1.666746e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 128033 members 
Entering Unmasked Estep 
Score: -16667485.000000 Penalty: 5838.877441
	Iteration 93Q: 3 clusters Score -1.666748e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 128059 members 
Entering Unmasked Estep 
Score: -16667500.000000 Penalty: 5838.877441
	Iteration 94Q: 3 clusters Score -1.66675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 128075 members 
Entering Unmasked Estep 
Score: -16667524.000000 Penalty: 5838.877441
	Iteration 95Q: 3 clusters Score -1.666752e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 128093 members 
Entering Unmasked Estep 
Score: -16667527.000000 Penalty: 5838.877441
	Iteration 96Q: 3 clusters Score -1.666753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 128109 members 
Entering Unmasked Estep 
Score: -16667519.000000 Penalty: 5838.877441
	Iteration 97Q: 3 clusters Score -1.666752e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 128129 members 
Entering Unmasked Estep 
Score: -16667523.000000 Penalty: 5838.877441
	Iteration 98Q: 3 clusters Score -1.666752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 128147 members 
Entering Unmasked Estep 
Score: -16667534.000000 Penalty: 5838.877441
	Iteration 99Q: 3 clusters Score -1.666753e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 128168 members 
Entering Unmasked Estep 
Score: -16667555.000000 Penalty: 5838.877441
	Iteration 100F: 3 clusters Score -1.666756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 128183 members 
Entering Unmasked Estep 
Score: -16667556.000000 Penalty: 5838.877441
	Iteration 101Q: 3 clusters Score -1.666756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 128195 members 
Entering Unmasked Estep 
Score: -16667567.000000 Penalty: 5838.877441
	Iteration 102Q: 3 clusters Score -1.666757e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 128216 members 
Entering Unmasked Estep 
Score: -16667589.000000 Penalty: 5838.877441
	Iteration 103Q: 3 clusters Score -1.666759e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 128242 members 
Entering Unmasked Estep 
Score: -16667595.000000 Penalty: 5838.877441
	Iteration 104Q: 3 clusters Score -1.66676e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 128265 members 
Entering Unmasked Estep 
Score: -16667602.000000 Penalty: 5838.877441
	Iteration 105Q: 3 clusters Score -1.66676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 128287 members 
Entering Unmasked Estep 
Score: -16667609.000000 Penalty: 5838.877441
	Iteration 106Q: 3 clusters Score -1.666761e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 128308 members 
Entering Unmasked Estep 
Score: -16667618.000000 Penalty: 5838.877441
	Iteration 107Q: 3 clusters Score -1.666762e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 128322 members 
Entering Unmasked Estep 
Score: -16667634.000000 Penalty: 5838.877441
	Iteration 108Q: 3 clusters Score -1.666763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 128333 members 
Entering Unmasked Estep 
Score: -16667640.000000 Penalty: 5838.877441
	Iteration 109Q: 3 clusters Score -1.666764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 128342 members 
Entering Unmasked Estep 
Score: -16667646.000000 Penalty: 5838.877441
	Iteration 110Q: 3 clusters Score -1.666765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 128349 members 
Entering Unmasked Estep 
Score: -16667649.000000 Penalty: 5838.877441
	Iteration 111Q: 3 clusters Score -1.666765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 128358 members 
Entering Unmasked Estep 
Score: -16667657.000000 Penalty: 5838.877441
	Iteration 112Q: 3 clusters Score -1.666766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 128365 members 
Entering Unmasked Estep 
Score: -16667650.000000 Penalty: 5838.877441
	Iteration 113Q: 3 clusters Score -1.666765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 128369 members 
Entering Unmasked Estep 
Score: -16667651.000000 Penalty: 5838.877441
	Iteration 114Q: 3 clusters Score -1.666765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 128376 members 
Entering Unmasked Estep 
Score: -16667651.000000 Penalty: 5838.877441
	Iteration 115Q: 3 clusters Score -1.666765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 128379 members 
Entering Unmasked Estep 
Score: -16667649.000000 Penalty: 5838.877441
	Iteration 116Q: 3 clusters Score -1.666765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 128385 members 
Entering Unmasked Estep 
Score: -16667657.000000 Penalty: 5838.877441
	Iteration 117Q: 3 clusters Score -1.666766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 128391 members 
Entering Unmasked Estep 
Score: -16667655.000000 Penalty: 5838.877441
	Iteration 118Q: 3 clusters Score -1.666766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 128400 members 
Entering Unmasked Estep 
Score: -16667659.000000 Penalty: 5838.877441
	Iteration 119Q: 3 clusters Score -1.666766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 128405 members 
Entering Unmasked Estep 
Score: -16667659.000000 Penalty: 5838.877441
	Iteration 120F: 3 clusters Score -1.666766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 128410 members 
Entering Unmasked Estep 
Score: -16667664.000000 Penalty: 5838.877441
	Iteration 121Q: 3 clusters Score -1.666766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 128417 members 
Entering Unmasked Estep 
Score: -16667662.000000 Penalty: 5838.877441
	Iteration 122Q: 3 clusters Score -1.666766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 128422 members 
Entering Unmasked Estep 
Score: -16667665.000000 Penalty: 5838.877441
	Iteration 123Q: 3 clusters Score -1.666766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 128422 members 
Entering Unmasked Estep 
Score: -16667665.000000 Penalty: 5838.877441
	Iteration 124F: 3 clusters Score -1.666766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (71773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Entering Unmasked Estep 
Score: -9102531.000000 Penalty: 2772.953369
	Iteration 0F: 2 clusters Score -9102531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -9054400.000000 Penalty: 5545.906738
	Iteration 0F: 3 clusters Score -9054400 nChanged 33573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -9072947.000000 Penalty: 5545.906738
	Iteration 1F: 3 clusters Score -9072947 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -9073642.000000 Penalty: 5545.906738
	Iteration 2Q: 3 clusters Score -9073642 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -9074497.000000 Penalty: 5545.906738
	Iteration 3Q: 3 clusters Score -9074497 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -9075613.000000 Penalty: 5545.906738
	Iteration 4Q: 3 clusters Score -9075613 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -9077002.000000 Penalty: 5545.906738
	Iteration 5Q: 3 clusters Score -9077002 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -9078631.000000 Penalty: 5545.906738
	Iteration 6Q: 3 clusters Score -9078631 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -9080375.000000 Penalty: 5545.906738
	Iteration 7F: 3 clusters Score -9080375 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -9082266.000000 Penalty: 5545.906738
	Iteration 8F: 3 clusters Score -9082266 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -9084478.000000 Penalty: 5545.906738
	Iteration 9F: 3 clusters Score -9084478 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -9086971.000000 Penalty: 5545.906738
	Iteration 10F: 3 clusters Score -9086971 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -9089454.000000 Penalty: 5545.906738
	Iteration 11F: 3 clusters Score -9089454 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -9091596.000000 Penalty: 5545.906738
	Iteration 12Q: 3 clusters Score -9091596 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -9093655.000000 Penalty: 5545.906738
	Iteration 13Q: 3 clusters Score -9093655 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -9095854.000000 Penalty: 5545.906738
	Iteration 14Q: 3 clusters Score -9095854 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -9097983.000000 Penalty: 5545.906738
	Iteration 15Q: 3 clusters Score -9097983 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -9098923.000000 Penalty: 5545.906738
	Iteration 16Q: 3 clusters Score -9098923 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -9099521.000000 Penalty: 5545.906738
	Iteration 17Q: 3 clusters Score -9099521 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -9100001.000000 Penalty: 5545.906738
	Iteration 18Q: 3 clusters Score -9100001 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -9100375.000000 Penalty: 5545.906738
	Iteration 19Q: 3 clusters Score -9100375 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -9100674.000000 Penalty: 5545.906738
	Iteration 20F: 3 clusters Score -9100674 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -9100927.000000 Penalty: 5545.906738
	Iteration 21Q: 3 clusters Score -9100927 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66159 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -9101090.000000 Penalty: 5545.906738
	Iteration 22Q: 3 clusters Score -9101090 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -9101274.000000 Penalty: 5545.906738
	Iteration 23Q: 3 clusters Score -9101274 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -9101353.000000 Penalty: 5545.906738
	Iteration 24Q: 3 clusters Score -9101353 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -9101462.000000 Penalty: 5545.906738
	Iteration 25Q: 3 clusters Score -9101462 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67323 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -9101533.000000 Penalty: 5545.906738
	Iteration 26Q: 3 clusters Score -9101533 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67483 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -9101558.000000 Penalty: 5545.906738
	Iteration 27Q: 3 clusters Score -9101558 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -9101586.000000 Penalty: 5545.906738
	Iteration 28Q: 3 clusters Score -9101586 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -9101600.000000 Penalty: 5545.906738
	Iteration 29Q: 3 clusters Score -9101600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -9101607.000000 Penalty: 5545.906738
	Iteration 30Q: 3 clusters Score -9101607 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67899 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -9101628.000000 Penalty: 5545.906738
	Iteration 31Q: 3 clusters Score -9101628 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67998 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -9101647.000000 Penalty: 5545.906738
	Iteration 32Q: 3 clusters Score -9101647 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -9101652.000000 Penalty: 5545.906738
	Iteration 33Q: 3 clusters Score -9101652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -9101656.000000 Penalty: 5545.906738
	Iteration 34Q: 3 clusters Score -9101656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -9101667.000000 Penalty: 5545.906738
	Iteration 35Q: 3 clusters Score -9101667 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -9101666.000000 Penalty: 5545.906738
	Iteration 36Q: 3 clusters Score -9101666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68211 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -9101671.000000 Penalty: 5545.906738
	Iteration 37Q: 3 clusters Score -9101671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -9101691.000000 Penalty: 5545.906738
	Iteration 38Q: 3 clusters Score -9101691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -9101692.000000 Penalty: 5545.906738
	Iteration 39Q: 3 clusters Score -9101692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -9101702.000000 Penalty: 5545.906738
	Iteration 40F: 3 clusters Score -9101702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -9101700.000000 Penalty: 5545.906738
	Iteration 41Q: 3 clusters Score -9101700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -9101700.000000 Penalty: 5545.906738
	Iteration 42Q: 3 clusters Score -9101700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -9101706.000000 Penalty: 5545.906738
	Iteration 43Q: 3 clusters Score -9101706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -9101720.000000 Penalty: 5545.906738
	Iteration 44Q: 3 clusters Score -9101720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -9101727.000000 Penalty: 5545.906738
	Iteration 45Q: 3 clusters Score -9101727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -9101725.000000 Penalty: 5545.906738
	Iteration 46Q: 3 clusters Score -9101725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -9101713.000000 Penalty: 5545.906738
	Iteration 47Q: 3 clusters Score -9101713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -9101712.000000 Penalty: 5545.906738
	Iteration 48Q: 3 clusters Score -9101712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -9101716.000000 Penalty: 5545.906738
	Iteration 49Q: 3 clusters Score -9101716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -9101716.000000 Penalty: 5545.906738
	Iteration 50F: 3 clusters Score -9101716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (167739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167739 members 
Entering Unmasked Estep 
Score: -21418038.000000 Penalty: 2983.480957
	Iteration 0F: 2 clusters Score -2.141804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84061 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -21308554.000000 Penalty: 5966.961914
	Iteration 0F: 3 clusters Score -2.130855e+07 nChanged 80297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 81529 members 
Entering Unmasked Estep 
Score: -21355412.000000 Penalty: 5966.961914
	Iteration 1F: 3 clusters Score -2.135541e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87924 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -21356326.000000 Penalty: 5966.961914
	Iteration 2Q: 3 clusters Score -2.135633e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90743 members 
Mstep: Class 2 contains 76996 members 
Entering Unmasked Estep 
Score: -21357772.000000 Penalty: 5966.961914
	Iteration 3Q: 3 clusters Score -2.135777e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95150 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -21359896.000000 Penalty: 5966.961914
	Iteration 4Q: 3 clusters Score -2.13599e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101840 members 
Mstep: Class 2 contains 65899 members 
Entering Unmasked Estep 
Score: -21363852.000000 Penalty: 5966.961914
	Iteration 5Q: 3 clusters Score -2.136385e+07 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111204 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -21370306.000000 Penalty: 5966.961914
	Iteration 6F: 3 clusters Score -2.137031e+07 nChanged 13042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123344 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -21380550.000000 Penalty: 5966.961914
	Iteration 7F: 3 clusters Score -2.138055e+07 nChanged 13650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136324 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -21393228.000000 Penalty: 5966.961914
	Iteration 8F: 3 clusters Score -2.139323e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146297 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -21404222.000000 Penalty: 5966.961914
	Iteration 9F: 3 clusters Score -2.140422e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151807 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -21410652.000000 Penalty: 5966.961914
	Iteration 10Q: 3 clusters Score -2.141065e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154662 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -21413462.000000 Penalty: 5966.961914
	Iteration 11Q: 3 clusters Score -2.141346e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156503 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -21414742.000000 Penalty: 5966.961914
	Iteration 12Q: 3 clusters Score -2.141474e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157940 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -21415444.000000 Penalty: 5966.961914
	Iteration 13Q: 3 clusters Score -2.141544e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159189 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -21416006.000000 Penalty: 5966.961914
	Iteration 14Q: 3 clusters Score -2.141601e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160266 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -21416346.000000 Penalty: 5966.961914
	Iteration 15Q: 3 clusters Score -2.141635e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161123 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -21416524.000000 Penalty: 5966.961914
	Iteration 16Q: 3 clusters Score -2.141652e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161812 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -21416770.000000 Penalty: 5966.961914
	Iteration 17Q: 3 clusters Score -2.141677e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162382 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -21416960.000000 Penalty: 5966.961914
	Iteration 18Q: 3 clusters Score -2.141696e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162856 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -21417100.000000 Penalty: 5966.961914
	Iteration 19Q: 3 clusters Score -2.14171e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163217 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -21417192.000000 Penalty: 5966.961914
	Iteration 20F: 3 clusters Score -2.141719e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163493 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -21417140.000000 Penalty: 5966.961914
	Iteration 21Q: 3 clusters Score -2.141714e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163692 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -21417120.000000 Penalty: 5966.961914
	Iteration 22Q: 3 clusters Score -2.141712e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163841 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -21417120.000000 Penalty: 5966.961914
	Iteration 23Q: 3 clusters Score -2.141712e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163976 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -21417090.000000 Penalty: 5966.961914
	Iteration 24Q: 3 clusters Score -2.141709e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164096 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -21417112.000000 Penalty: 5966.961914
	Iteration 25Q: 3 clusters Score -2.141711e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164183 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -21417104.000000 Penalty: 5966.961914
	Iteration 26Q: 3 clusters Score -2.14171e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164256 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -21417114.000000 Penalty: 5966.961914
	Iteration 27Q: 3 clusters Score -2.141711e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164316 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -21417096.000000 Penalty: 5966.961914
	Iteration 28Q: 3 clusters Score -2.14171e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164388 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -21417110.000000 Penalty: 5966.961914
	Iteration 29Q: 3 clusters Score -2.141711e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164452 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -21417110.000000 Penalty: 5966.961914
	Iteration 30Q: 3 clusters Score -2.141711e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164492 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -21417090.000000 Penalty: 5966.961914
	Iteration 31Q: 3 clusters Score -2.141709e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164533 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -21417114.000000 Penalty: 5966.961914
	Iteration 32Q: 3 clusters Score -2.141711e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164568 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -21417096.000000 Penalty: 5966.961914
	Iteration 33Q: 3 clusters Score -2.14171e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164601 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -21417110.000000 Penalty: 5966.961914
	Iteration 34Q: 3 clusters Score -2.141711e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164624 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -21417096.000000 Penalty: 5966.961914
	Iteration 35Q: 3 clusters Score -2.14171e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164639 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -21417100.000000 Penalty: 5966.961914
	Iteration 36Q: 3 clusters Score -2.14171e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164657 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -21417096.000000 Penalty: 5966.961914
	Iteration 37Q: 3 clusters Score -2.14171e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164670 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -21417092.000000 Penalty: 5966.961914
	Iteration 38Q: 3 clusters Score -2.141709e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164682 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -21417106.000000 Penalty: 5966.961914
	Iteration 39Q: 3 clusters Score -2.141711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164697 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -21417116.000000 Penalty: 5966.961914
	Iteration 40F: 3 clusters Score -2.141712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164707 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -21417106.000000 Penalty: 5966.961914
	Iteration 41Q: 3 clusters Score -2.141711e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164718 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -21417106.000000 Penalty: 5966.961914
	Iteration 42Q: 3 clusters Score -2.141711e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164723 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -21417110.000000 Penalty: 5966.961914
	Iteration 43Q: 3 clusters Score -2.141711e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164727 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -21417116.000000 Penalty: 5966.961914
	Iteration 44Q: 3 clusters Score -2.141712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164741 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -21417120.000000 Penalty: 5966.961914
	Iteration 45Q: 3 clusters Score -2.141712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164751 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -21417132.000000 Penalty: 5966.961914
	Iteration 46Q: 3 clusters Score -2.141713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164760 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -21417124.000000 Penalty: 5966.961914
	Iteration 47Q: 3 clusters Score -2.141712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164780 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -21417114.000000 Penalty: 5966.961914
	Iteration 48Q: 3 clusters Score -2.141711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164790 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -21417126.000000 Penalty: 5966.961914
	Iteration 49Q: 3 clusters Score -2.141713e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164800 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -21417138.000000 Penalty: 5966.961914
	Iteration 50Q: 3 clusters Score -2.141714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164806 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -21417144.000000 Penalty: 5966.961914
	Iteration 51Q: 3 clusters Score -2.141714e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164811 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -21417146.000000 Penalty: 5966.961914
	Iteration 52Q: 3 clusters Score -2.141715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164814 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -21417126.000000 Penalty: 5966.961914
	Iteration 53Q: 3 clusters Score -2.141713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164817 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -21417132.000000 Penalty: 5966.961914
	Iteration 54Q: 3 clusters Score -2.141713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164820 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -21417128.000000 Penalty: 5966.961914
	Iteration 55Q: 3 clusters Score -2.141713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164823 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -21417110.000000 Penalty: 5966.961914
	Iteration 56Q: 3 clusters Score -2.141711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164825 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -21417134.000000 Penalty: 5966.961914
	Iteration 57Q: 3 clusters Score -2.141713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164829 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -21417116.000000 Penalty: 5966.961914
	Iteration 58Q: 3 clusters Score -2.141712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164831 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -21417126.000000 Penalty: 5966.961914
	Iteration 59Q: 3 clusters Score -2.141713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164832 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -21417140.000000 Penalty: 5966.961914
	Iteration 60F: 3 clusters Score -2.141714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164835 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -21417144.000000 Penalty: 5966.961914
	Iteration 61Q: 3 clusters Score -2.141714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164834 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -21417140.000000 Penalty: 5966.961914
	Iteration 62Q: 3 clusters Score -2.141714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164832 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -21417144.000000 Penalty: 5966.961914
	Iteration 63Q: 3 clusters Score -2.141714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164830 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -21417154.000000 Penalty: 5966.961914
	Iteration 64Q: 3 clusters Score -2.141715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164828 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -21417146.000000 Penalty: 5966.961914
	Iteration 65Q: 3 clusters Score -2.141715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164828 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -21417140.000000 Penalty: 5966.961914
	Iteration 66Q: 3 clusters Score -2.141714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164833 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -21417146.000000 Penalty: 5966.961914
	Iteration 67Q: 3 clusters Score -2.141715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164838 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -21417130.000000 Penalty: 5966.961914
	Iteration 68Q: 3 clusters Score -2.141713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164843 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -21417140.000000 Penalty: 5966.961914
	Iteration 69Q: 3 clusters Score -2.141714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164847 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -21417154.000000 Penalty: 5966.961914
	Iteration 70Q: 3 clusters Score -2.141715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164850 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -21417154.000000 Penalty: 5966.961914
	Iteration 71Q: 3 clusters Score -2.141715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164850 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -21417160.000000 Penalty: 5966.961914
	Iteration 72Q: 3 clusters Score -2.141716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164851 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -21417162.000000 Penalty: 5966.961914
	Iteration 73Q: 3 clusters Score -2.141716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164852 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -21417152.000000 Penalty: 5966.961914
	Iteration 74Q: 3 clusters Score -2.141715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164854 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -21417150.000000 Penalty: 5966.961914
	Iteration 75Q: 3 clusters Score -2.141715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164854 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -21417150.000000 Penalty: 5966.961914
	Iteration 76F: 3 clusters Score -2.141715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Entering Unmasked Estep 
Score: -1054715.750000 Penalty: 2248.513184
	Iteration 0F: 2 clusters Score -1054716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1047954.625000 Penalty: 4497.026367
	Iteration 0F: 3 clusters Score -1047955 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1049897.625000 Penalty: 4497.026367
	Iteration 1F: 3 clusters Score -1049898 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1050182.750000 Penalty: 4497.026367
	Iteration 2F: 3 clusters Score -1050183 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1050451.750000 Penalty: 4497.026367
	Iteration 3F: 3 clusters Score -1050452 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1050768.000000 Penalty: 4497.026367
	Iteration 4F: 3 clusters Score -1050768 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1051175.375000 Penalty: 4497.026367
	Iteration 5F: 3 clusters Score -1051175 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1051683.625000 Penalty: 4497.026367
	Iteration 6F: 3 clusters Score -1051684 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1052276.375000 Penalty: 4497.026367
	Iteration 7F: 3 clusters Score -1052276 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1052910.875000 Penalty: 4497.026367
	Iteration 8F: 3 clusters Score -1052911 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1053366.500000 Penalty: 4497.026367
	Iteration 9F: 3 clusters Score -1053366 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1053691.500000 Penalty: 4497.026367
	Iteration 10Q: 3 clusters Score -1053692 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1053853.000000 Penalty: 4497.026367
	Iteration 11Q: 3 clusters Score -1053853 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1053937.625000 Penalty: 4497.026367
	Iteration 12Q: 3 clusters Score -1053938 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1053989.625000 Penalty: 4497.026367
	Iteration 13Q: 3 clusters Score -1053990 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1054021.250000 Penalty: 4497.026367
	Iteration 14Q: 3 clusters Score -1054021 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1054036.000000 Penalty: 4497.026367
	Iteration 15Q: 3 clusters Score -1054036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1054050.375000 Penalty: 4497.026367
	Iteration 16Q: 3 clusters Score -1054050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1054053.500000 Penalty: 4497.026367
	Iteration 17Q: 3 clusters Score -1054054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1054057.375000 Penalty: 4497.026367
	Iteration 18Q: 3 clusters Score -1054057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1054063.000000 Penalty: 4497.026367
	Iteration 19Q: 3 clusters Score -1054063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1054066.000000 Penalty: 4497.026367
	Iteration 20F: 3 clusters Score -1054066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1054064.500000 Penalty: 4497.026367
	Iteration 21Q: 3 clusters Score -1054064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1054064.500000 Penalty: 4497.026367
	Iteration 22Q: 3 clusters Score -1054064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1054065.625000 Penalty: 4497.026367
	Iteration 23Q: 3 clusters Score -1054066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1054065.625000 Penalty: 4497.026367
	Iteration 24Q: 3 clusters Score -1054066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1054065.625000 Penalty: 4497.026367
	Iteration 25F: 3 clusters Score -1054066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -139284.140625 Penalty: 1761.215698
	Iteration 0F: 2 clusters Score -139284.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -137304.281250 Penalty: 3522.431396
	Iteration 0F: 3 clusters Score -137304.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -137732.140625 Penalty: 3522.431396
	Iteration 1F: 3 clusters Score -137732.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -137967.890625 Penalty: 3522.431396
	Iteration 2F: 3 clusters Score -137967.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -138159.187500 Penalty: 3522.431396
	Iteration 3F: 3 clusters Score -138159.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -138354.687500 Penalty: 3522.431396
	Iteration 4F: 3 clusters Score -138354.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -138494.968750 Penalty: 3522.431396
	Iteration 5Q: 3 clusters Score -138495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -138592.750000 Penalty: 3522.431396
	Iteration 6Q: 3 clusters Score -138592.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -138634.390625 Penalty: 3522.431396
	Iteration 7Q: 3 clusters Score -138634.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -138662.968750 Penalty: 3522.431396
	Iteration 8Q: 3 clusters Score -138663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -138668.421875 Penalty: 3522.431396
	Iteration 9Q: 3 clusters Score -138668.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -138669.500000 Penalty: 3522.431396
	Iteration 10Q: 3 clusters Score -138669.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -138669.500000 Penalty: 3522.431396
	Iteration 11F: 3 clusters Score -138669.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (152497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152497 members 
Entering Unmasked Estep 
Score: -19494696.000000 Penalty: 2959.855225
	Iteration 0F: 2 clusters Score -1.94947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76555 members 
Mstep: Class 2 contains 75942 members 
Entering Unmasked Estep 
Score: -19397414.000000 Penalty: 5919.710449
	Iteration 0F: 3 clusters Score -1.939741e+07 nChanged 72998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Mstep: Class 2 contains 71116 members 
Entering Unmasked Estep 
Score: -19440174.000000 Penalty: 5919.710449
	Iteration 1F: 3 clusters Score -1.944017e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -19441618.000000 Penalty: 5919.710449
	Iteration 2Q: 3 clusters Score -1.944162e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88699 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -19443630.000000 Penalty: 5919.710449
	Iteration 3Q: 3 clusters Score -1.944363e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94866 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -19446918.000000 Penalty: 5919.710449
	Iteration 4Q: 3 clusters Score -1.944692e+07 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103285 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -19451952.000000 Penalty: 5919.710449
	Iteration 5F: 3 clusters Score -1.945195e+07 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113921 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -19459086.000000 Penalty: 5919.710449
	Iteration 6F: 3 clusters Score -1.945909e+07 nChanged 11739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125574 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -19468714.000000 Penalty: 5919.710449
	Iteration 7F: 3 clusters Score -1.946871e+07 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136204 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -19478492.000000 Penalty: 5919.710449
	Iteration 8F: 3 clusters Score -1.947849e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143809 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -19484962.000000 Penalty: 5919.710449
	Iteration 9Q: 3 clusters Score -1.948496e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148102 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -19488630.000000 Penalty: 5919.710449
	Iteration 10Q: 3 clusters Score -1.948863e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150224 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -19490318.000000 Penalty: 5919.710449
	Iteration 11Q: 3 clusters Score -1.949032e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151207 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -19491128.000000 Penalty: 5919.710449
	Iteration 12Q: 3 clusters Score -1.949113e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151627 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -19491530.000000 Penalty: 5919.710449
	Iteration 13Q: 3 clusters Score -1.949153e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151811 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -19491792.000000 Penalty: 5919.710449
	Iteration 14Q: 3 clusters Score -1.949179e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151900 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -19491882.000000 Penalty: 5919.710449
	Iteration 15Q: 3 clusters Score -1.949188e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151948 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -19491984.000000 Penalty: 5919.710449
	Iteration 16Q: 3 clusters Score -1.949198e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151974 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -19492040.000000 Penalty: 5919.710449
	Iteration 17Q: 3 clusters Score -1.949204e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152003 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -19492082.000000 Penalty: 5919.710449
	Iteration 18Q: 3 clusters Score -1.949208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152015 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -19492102.000000 Penalty: 5919.710449
	Iteration 19Q: 3 clusters Score -1.94921e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152029 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -19492128.000000 Penalty: 5919.710449
	Iteration 20F: 3 clusters Score -1.949213e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152039 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -19492162.000000 Penalty: 5919.710449
	Iteration 21Q: 3 clusters Score -1.949216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152043 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -19492186.000000 Penalty: 5919.710449
	Iteration 22Q: 3 clusters Score -1.949219e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152049 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -19492190.000000 Penalty: 5919.710449
	Iteration 23Q: 3 clusters Score -1.949219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152055 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -19492202.000000 Penalty: 5919.710449
	Iteration 24Q: 3 clusters Score -1.94922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152059 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -19492198.000000 Penalty: 5919.710449
	Iteration 25Q: 3 clusters Score -1.94922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152057 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -19492208.000000 Penalty: 5919.710449
	Iteration 26Q: 3 clusters Score -1.949221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152053 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -19492196.000000 Penalty: 5919.710449
	Iteration 27Q: 3 clusters Score -1.94922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152055 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -19492204.000000 Penalty: 5919.710449
	Iteration 28Q: 3 clusters Score -1.94922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152056 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -19492196.000000 Penalty: 5919.710449
	Iteration 29Q: 3 clusters Score -1.94922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152058 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -19492214.000000 Penalty: 5919.710449
	Iteration 30Q: 3 clusters Score -1.949221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152057 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -19492202.000000 Penalty: 5919.710449
	Iteration 31Q: 3 clusters Score -1.94922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152058 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -19492216.000000 Penalty: 5919.710449
	Iteration 32Q: 3 clusters Score -1.949222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152058 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -19492216.000000 Penalty: 5919.710449
	Iteration 33F: 3 clusters Score -1.949222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (74544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Entering Unmasked Estep 
Score: -9223773.000000 Penalty: 2782.347900
	Iteration 0F: 2 clusters Score -9223773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -9173858.000000 Penalty: 5564.695801
	Iteration 0F: 3 clusters Score -9173858 nChanged 34981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -9193466.000000 Penalty: 5564.695801
	Iteration 1F: 3 clusters Score -9193466 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -9194470.000000 Penalty: 5564.695801
	Iteration 2Q: 3 clusters Score -9194470 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -9195740.000000 Penalty: 5564.695801
	Iteration 3Q: 3 clusters Score -9195740 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -9197620.000000 Penalty: 5564.695801
	Iteration 4Q: 3 clusters Score -9197620 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -9200452.000000 Penalty: 5564.695801
	Iteration 5F: 3 clusters Score -9200452 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -9204172.000000 Penalty: 5564.695801
	Iteration 6F: 3 clusters Score -9204172 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 54922 members 
Entering Unmasked Estep 
Score: -9208414.000000 Penalty: 5564.695801
	Iteration 7F: 3 clusters Score -9208414 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -9212424.000000 Penalty: 5564.695801
	Iteration 8F: 3 clusters Score -9212424 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -9215358.000000 Penalty: 5564.695801
	Iteration 9Q: 3 clusters Score -9215358 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -9217306.000000 Penalty: 5564.695801
	Iteration 10Q: 3 clusters Score -9217306 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -9218574.000000 Penalty: 5564.695801
	Iteration 11Q: 3 clusters Score -9218574 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -9219341.000000 Penalty: 5564.695801
	Iteration 12Q: 3 clusters Score -9219341 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
Score: -9219860.000000 Penalty: 5564.695801
	Iteration 13Q: 3 clusters Score -9219860 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -9220296.000000 Penalty: 5564.695801
	Iteration 14Q: 3 clusters Score -9220296 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 66871 members 
Entering Unmasked Estep 
Score: -9220573.000000 Penalty: 5564.695801
	Iteration 15Q: 3 clusters Score -9220573 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 67312 members 
Entering Unmasked Estep 
Score: -9220833.000000 Penalty: 5564.695801
	Iteration 16Q: 3 clusters Score -9220833 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 67678 members 
Entering Unmasked Estep 
Score: -9221002.000000 Penalty: 5564.695801
	Iteration 17Q: 3 clusters Score -9221002 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 68011 members 
Entering Unmasked Estep 
Score: -9221167.000000 Penalty: 5564.695801
	Iteration 18Q: 3 clusters Score -9221167 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
Score: -9221270.000000 Penalty: 5564.695801
	Iteration 19Q: 3 clusters Score -9221270 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -9221360.000000 Penalty: 5564.695801
	Iteration 20F: 3 clusters Score -9221360 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -9221412.000000 Penalty: 5564.695801
	Iteration 21Q: 3 clusters Score -9221412 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
Score: -9221508.000000 Penalty: 5564.695801
	Iteration 22Q: 3 clusters Score -9221508 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -9221579.000000 Penalty: 5564.695801
	Iteration 23Q: 3 clusters Score -9221579 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -9221627.000000 Penalty: 5564.695801
	Iteration 24Q: 3 clusters Score -9221627 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 69252 members 
Entering Unmasked Estep 
Score: -9221671.000000 Penalty: 5564.695801
	Iteration 25Q: 3 clusters Score -9221671 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 69335 members 
Entering Unmasked Estep 
Score: -9221710.000000 Penalty: 5564.695801
	Iteration 26Q: 3 clusters Score -9221710 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -9221723.000000 Penalty: 5564.695801
	Iteration 27Q: 3 clusters Score -9221723 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 69479 members 
Entering Unmasked Estep 
Score: -9221744.000000 Penalty: 5564.695801
	Iteration 28Q: 3 clusters Score -9221744 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -9221767.000000 Penalty: 5564.695801
	Iteration 29Q: 3 clusters Score -9221767 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 69590 members 
Entering Unmasked Estep 
Score: -9221767.000000 Penalty: 5564.695801
	Iteration 30Q: 3 clusters Score -9221767 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 69649 members 
Entering Unmasked Estep 
Score: -9221796.000000 Penalty: 5564.695801
	Iteration 31Q: 3 clusters Score -9221796 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 69690 members 
Entering Unmasked Estep 
Score: -9221829.000000 Penalty: 5564.695801
	Iteration 32Q: 3 clusters Score -9221829 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
Score: -9221829.000000 Penalty: 5564.695801
	Iteration 33Q: 3 clusters Score -9221829 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 69769 members 
Entering Unmasked Estep 
Score: -9221844.000000 Penalty: 5564.695801
	Iteration 34Q: 3 clusters Score -9221844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 69812 members 
Entering Unmasked Estep 
Score: -9221853.000000 Penalty: 5564.695801
	Iteration 35Q: 3 clusters Score -9221853 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -9221849.000000 Penalty: 5564.695801
	Iteration 36Q: 3 clusters Score -9221849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -9221855.000000 Penalty: 5564.695801
	Iteration 37Q: 3 clusters Score -9221855 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 69877 members 
Entering Unmasked Estep 
Score: -9221856.000000 Penalty: 5564.695801
	Iteration 38Q: 3 clusters Score -9221856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 69887 members 
Entering Unmasked Estep 
Score: -9221871.000000 Penalty: 5564.695801
	Iteration 39Q: 3 clusters Score -9221871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -9221870.000000 Penalty: 5564.695801
	Iteration 40F: 3 clusters Score -9221870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -9221883.000000 Penalty: 5564.695801
	Iteration 41Q: 3 clusters Score -9221883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 69949 members 
Entering Unmasked Estep 
Score: -9221895.000000 Penalty: 5564.695801
	Iteration 42Q: 3 clusters Score -9221895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -9221896.000000 Penalty: 5564.695801
	Iteration 43Q: 3 clusters Score -9221896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 69986 members 
Entering Unmasked Estep 
Score: -9221909.000000 Penalty: 5564.695801
	Iteration 44Q: 3 clusters Score -9221909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -9221922.000000 Penalty: 5564.695801
	Iteration 45Q: 3 clusters Score -9221922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 70029 members 
Entering Unmasked Estep 
Score: -9221913.000000 Penalty: 5564.695801
	Iteration 46Q: 3 clusters Score -9221913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 70053 members 
Entering Unmasked Estep 
Score: -9221938.000000 Penalty: 5564.695801
	Iteration 47Q: 3 clusters Score -9221938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 70071 members 
Entering Unmasked Estep 
Score: -9221941.000000 Penalty: 5564.695801
	Iteration 48Q: 3 clusters Score -9221941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 70093 members 
Entering Unmasked Estep 
Score: -9221938.000000 Penalty: 5564.695801
	Iteration 49Q: 3 clusters Score -9221938 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
Score: -9221946.000000 Penalty: 5564.695801
	Iteration 50Q: 3 clusters Score -9221946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 70158 members 
Entering Unmasked Estep 
Score: -9221963.000000 Penalty: 5564.695801
	Iteration 51Q: 3 clusters Score -9221963 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 70188 members 
Entering Unmasked Estep 
Score: -9221959.000000 Penalty: 5564.695801
	Iteration 52Q: 3 clusters Score -9221959 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 70212 members 
Entering Unmasked Estep 
Score: -9221958.000000 Penalty: 5564.695801
	Iteration 53Q: 3 clusters Score -9221958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -9221948.000000 Penalty: 5564.695801
	Iteration 54Q: 3 clusters Score -9221948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -9221956.000000 Penalty: 5564.695801
	Iteration 55Q: 3 clusters Score -9221956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -9221974.000000 Penalty: 5564.695801
	Iteration 56Q: 3 clusters Score -9221974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -9221975.000000 Penalty: 5564.695801
	Iteration 57Q: 3 clusters Score -9221975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 70269 members 
Entering Unmasked Estep 
Score: -9221969.000000 Penalty: 5564.695801
	Iteration 58Q: 3 clusters Score -9221969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -9221969.000000 Penalty: 5564.695801
	Iteration 59Q: 3 clusters Score -9221969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -9221986.000000 Penalty: 5564.695801
	Iteration 60F: 3 clusters Score -9221986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -9221985.000000 Penalty: 5564.695801
	Iteration 61Q: 3 clusters Score -9221985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -9221984.000000 Penalty: 5564.695801
	Iteration 62Q: 3 clusters Score -9221984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 70322 members 
Entering Unmasked Estep 
Score: -9221989.000000 Penalty: 5564.695801
	Iteration 63Q: 3 clusters Score -9221989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 70338 members 
Entering Unmasked Estep 
Score: -9221987.000000 Penalty: 5564.695801
	Iteration 64Q: 3 clusters Score -9221987 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -9221990.000000 Penalty: 5564.695801
	Iteration 65Q: 3 clusters Score -9221990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 70382 members 
Entering Unmasked Estep 
Score: -9221982.000000 Penalty: 5564.695801
	Iteration 66Q: 3 clusters Score -9221982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 70405 members 
Entering Unmasked Estep 
Score: -9221995.000000 Penalty: 5564.695801
	Iteration 67Q: 3 clusters Score -9221995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -9222002.000000 Penalty: 5564.695801
	Iteration 68Q: 3 clusters Score -9222002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
Score: -9221999.000000 Penalty: 5564.695801
	Iteration 69Q: 3 clusters Score -9221999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -9221996.000000 Penalty: 5564.695801
	Iteration 70Q: 3 clusters Score -9221996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 70477 members 
Entering Unmasked Estep 
Score: -9222004.000000 Penalty: 5564.695801
	Iteration 71Q: 3 clusters Score -9222004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -9222013.000000 Penalty: 5564.695801
	Iteration 72Q: 3 clusters Score -9222013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 70515 members 
Entering Unmasked Estep 
Score: -9222010.000000 Penalty: 5564.695801
	Iteration 73Q: 3 clusters Score -9222010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 70534 members 
Entering Unmasked Estep 
Score: -9222034.000000 Penalty: 5564.695801
	Iteration 74Q: 3 clusters Score -9222034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 70549 members 
Entering Unmasked Estep 
Score: -9222027.000000 Penalty: 5564.695801
	Iteration 75Q: 3 clusters Score -9222027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 70569 members 
Entering Unmasked Estep 
Score: -9222026.000000 Penalty: 5564.695801
	Iteration 76Q: 3 clusters Score -9222026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 70586 members 
Entering Unmasked Estep 
Score: -9222020.000000 Penalty: 5564.695801
	Iteration 77Q: 3 clusters Score -9222020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 70603 members 
Entering Unmasked Estep 
Score: -9222033.000000 Penalty: 5564.695801
	Iteration 78Q: 3 clusters Score -9222033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 70612 members 
Entering Unmasked Estep 
Score: -9222030.000000 Penalty: 5564.695801
	Iteration 79Q: 3 clusters Score -9222030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -9222028.000000 Penalty: 5564.695801
	Iteration 80F: 3 clusters Score -9222028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 70652 members 
Entering Unmasked Estep 
Score: -9222040.000000 Penalty: 5564.695801
	Iteration 81Q: 3 clusters Score -9222040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -9222033.000000 Penalty: 5564.695801
	Iteration 82Q: 3 clusters Score -9222033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -9222025.000000 Penalty: 5564.695801
	Iteration 83Q: 3 clusters Score -9222025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 70665 members 
Entering Unmasked Estep 
Score: -9222027.000000 Penalty: 5564.695801
	Iteration 84Q: 3 clusters Score -9222027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -9222023.000000 Penalty: 5564.695801
	Iteration 85Q: 3 clusters Score -9222023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -9222025.000000 Penalty: 5564.695801
	Iteration 86Q: 3 clusters Score -9222025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -9222017.000000 Penalty: 5564.695801
	Iteration 87Q: 3 clusters Score -9222017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -9222021.000000 Penalty: 5564.695801
	Iteration 88Q: 3 clusters Score -9222021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 70683 members 
Entering Unmasked Estep 
Score: -9222021.000000 Penalty: 5564.695801
	Iteration 89Q: 3 clusters Score -9222021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 70679 members 
Entering Unmasked Estep 
Score: -9222031.000000 Penalty: 5564.695801
	Iteration 90Q: 3 clusters Score -9222031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -9222032.000000 Penalty: 5564.695801
	Iteration 91Q: 3 clusters Score -9222032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
Score: -9222029.000000 Penalty: 5564.695801
	Iteration 92Q: 3 clusters Score -9222029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
Score: -9222029.000000 Penalty: 5564.695801
	Iteration 93F: 3 clusters Score -9222029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Entering Unmasked Estep 
Score: -519098.937500 Penalty: 2066.054199
	Iteration 0F: 2 clusters Score -519098.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -515071.718750 Penalty: 4132.108398
	Iteration 0F: 3 clusters Score -515071.7 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -515965.375000 Penalty: 4132.108398
	Iteration 1F: 3 clusters Score -515965.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -516167.437500 Penalty: 4132.108398
	Iteration 2F: 3 clusters Score -516167.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -516312.187500 Penalty: 4132.108398
	Iteration 3F: 3 clusters Score -516312.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -516414.750000 Penalty: 4132.108398
	Iteration 4Q: 3 clusters Score -516414.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -516510.875000 Penalty: 4132.108398
	Iteration 5Q: 3 clusters Score -516510.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -516593.968750 Penalty: 4132.108398
	Iteration 6Q: 3 clusters Score -516594 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -516654.593750 Penalty: 4132.108398
	Iteration 7Q: 3 clusters Score -516654.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -516716.312500 Penalty: 4132.108398
	Iteration 8Q: 3 clusters Score -516716.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -516781.093750 Penalty: 4132.108398
	Iteration 9Q: 3 clusters Score -516781.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -516843.281250 Penalty: 4132.108398
	Iteration 10Q: 3 clusters Score -516843.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -516895.562500 Penalty: 4132.108398
	Iteration 11Q: 3 clusters Score -516895.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -516956.468750 Penalty: 4132.108398
	Iteration 12Q: 3 clusters Score -516956.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -517010.031250 Penalty: 4132.108398
	Iteration 13Q: 3 clusters Score -517010 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -517060.812500 Penalty: 4132.108398
	Iteration 14Q: 3 clusters Score -517060.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -517093.625000 Penalty: 4132.108398
	Iteration 15Q: 3 clusters Score -517093.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -517126.375000 Penalty: 4132.108398
	Iteration 16Q: 3 clusters Score -517126.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -517166.500000 Penalty: 4132.108398
	Iteration 17Q: 3 clusters Score -517166.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -517199.531250 Penalty: 4132.108398
	Iteration 18Q: 3 clusters Score -517199.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -517217.406250 Penalty: 4132.108398
	Iteration 19Q: 3 clusters Score -517217.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -517238.000000 Penalty: 4132.108398
	Iteration 20F: 3 clusters Score -517238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -517260.000000 Penalty: 4132.108398
	Iteration 21Q: 3 clusters Score -517260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -517282.812500 Penalty: 4132.108398
	Iteration 22Q: 3 clusters Score -517282.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -517298.593750 Penalty: 4132.108398
	Iteration 23Q: 3 clusters Score -517298.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -517307.656250 Penalty: 4132.108398
	Iteration 24Q: 3 clusters Score -517307.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -517316.437500 Penalty: 4132.108398
	Iteration 25Q: 3 clusters Score -517316.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -517328.343750 Penalty: 4132.108398
	Iteration 26Q: 3 clusters Score -517328.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -517343.718750 Penalty: 4132.108398
	Iteration 27Q: 3 clusters Score -517343.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -517353.687500 Penalty: 4132.108398
	Iteration 28Q: 3 clusters Score -517353.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -517359.187500 Penalty: 4132.108398
	Iteration 29Q: 3 clusters Score -517359.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -517365.218750 Penalty: 4132.108398
	Iteration 30Q: 3 clusters Score -517365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -517369.000000 Penalty: 4132.108398
	Iteration 31Q: 3 clusters Score -517369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -517373.500000 Penalty: 4132.108398
	Iteration 32Q: 3 clusters Score -517373.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -517377.312500 Penalty: 4132.108398
	Iteration 33Q: 3 clusters Score -517377.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -517379.500000 Penalty: 4132.108398
	Iteration 34Q: 3 clusters Score -517379.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -517383.031250 Penalty: 4132.108398
	Iteration 35Q: 3 clusters Score -517383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -517386.437500 Penalty: 4132.108398
	Iteration 36Q: 3 clusters Score -517386.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -517391.656250 Penalty: 4132.108398
	Iteration 37Q: 3 clusters Score -517391.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -517393.531250 Penalty: 4132.108398
	Iteration 38Q: 3 clusters Score -517393.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -517395.250000 Penalty: 4132.108398
	Iteration 39Q: 3 clusters Score -517395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -517399.468750 Penalty: 4132.108398
	Iteration 40F: 3 clusters Score -517399.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -517405.906250 Penalty: 4132.108398
	Iteration 41Q: 3 clusters Score -517405.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -517407.218750 Penalty: 4132.108398
	Iteration 42Q: 3 clusters Score -517407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -517407.437500 Penalty: 4132.108398
	Iteration 43Q: 3 clusters Score -517407.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -517407.437500 Penalty: 4132.108398
	Iteration 44F: 3 clusters Score -517407.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (168049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168049 members 
Entering Unmasked Estep 
Score: -21307764.000000 Penalty: 2983.938721
	Iteration 0F: 2 clusters Score -2.130776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 83862 members 
Entering Unmasked Estep 
Score: -21199690.000000 Penalty: 5967.877441
	Iteration 0F: 3 clusters Score -2.119969e+07 nChanged 80601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 82227 members 
Entering Unmasked Estep 
Score: -21246586.000000 Penalty: 5967.877441
	Iteration 1F: 3 clusters Score -2.124659e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86620 members 
Mstep: Class 2 contains 81429 members 
Entering Unmasked Estep 
Score: -21247620.000000 Penalty: 5967.877441
	Iteration 2Q: 3 clusters Score -2.124762e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87782 members 
Mstep: Class 2 contains 80267 members 
Entering Unmasked Estep 
Score: -21248888.000000 Penalty: 5967.877441
	Iteration 3Q: 3 clusters Score -2.124889e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89642 members 
Mstep: Class 2 contains 78407 members 
Entering Unmasked Estep 
Score: -21250660.000000 Penalty: 5967.877441
	Iteration 4Q: 3 clusters Score -2.125066e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92516 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -21252822.000000 Penalty: 5967.877441
	Iteration 5Q: 3 clusters Score -2.125282e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96694 members 
Mstep: Class 2 contains 71355 members 
Entering Unmasked Estep 
Score: -21255910.000000 Penalty: 5967.877441
	Iteration 6Q: 3 clusters Score -2.125591e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102427 members 
Mstep: Class 2 contains 65622 members 
Entering Unmasked Estep 
Score: -21260888.000000 Penalty: 5967.877441
	Iteration 7F: 3 clusters Score -2.126089e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109551 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -21267720.000000 Penalty: 5967.877441
	Iteration 8F: 3 clusters Score -2.126772e+07 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117336 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -21275238.000000 Penalty: 5967.877441
	Iteration 9F: 3 clusters Score -2.127524e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124411 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -21282124.000000 Penalty: 5967.877441
	Iteration 10F: 3 clusters Score -2.128212e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130220 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -21286936.000000 Penalty: 5967.877441
	Iteration 11Q: 3 clusters Score -2.128694e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135130 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -21290314.000000 Penalty: 5967.877441
	Iteration 12Q: 3 clusters Score -2.129031e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139421 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -21292788.000000 Penalty: 5967.877441
	Iteration 13Q: 3 clusters Score -2.129279e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143416 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -21294728.000000 Penalty: 5967.877441
	Iteration 14Q: 3 clusters Score -2.129473e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147031 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -21296470.000000 Penalty: 5967.877441
	Iteration 15Q: 3 clusters Score -2.129647e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150389 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -21298206.000000 Penalty: 5967.877441
	Iteration 16Q: 3 clusters Score -2.129821e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153555 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -21299920.000000 Penalty: 5967.877441
	Iteration 17Q: 3 clusters Score -2.129992e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156428 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -21301358.000000 Penalty: 5967.877441
	Iteration 18Q: 3 clusters Score -2.130136e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158853 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -21302572.000000 Penalty: 5967.877441
	Iteration 19Q: 3 clusters Score -2.130257e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160790 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -21303710.000000 Penalty: 5967.877441
	Iteration 20F: 3 clusters Score -2.130371e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162297 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -21304516.000000 Penalty: 5967.877441
	Iteration 21Q: 3 clusters Score -2.130452e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163394 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -21305046.000000 Penalty: 5967.877441
	Iteration 22Q: 3 clusters Score -2.130505e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164177 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -21305460.000000 Penalty: 5967.877441
	Iteration 23Q: 3 clusters Score -2.130546e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164696 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -21305692.000000 Penalty: 5967.877441
	Iteration 24Q: 3 clusters Score -2.130569e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165094 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -21305752.000000 Penalty: 5967.877441
	Iteration 25Q: 3 clusters Score -2.130575e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165361 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -21305856.000000 Penalty: 5967.877441
	Iteration 26Q: 3 clusters Score -2.130586e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165565 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -21305926.000000 Penalty: 5967.877441
	Iteration 27Q: 3 clusters Score -2.130593e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165728 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -21305922.000000 Penalty: 5967.877441
	Iteration 28Q: 3 clusters Score -2.130592e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165846 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -21305960.000000 Penalty: 5967.877441
	Iteration 29Q: 3 clusters Score -2.130596e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165938 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -21305944.000000 Penalty: 5967.877441
	Iteration 30Q: 3 clusters Score -2.130594e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166004 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -21305966.000000 Penalty: 5967.877441
	Iteration 31Q: 3 clusters Score -2.130597e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166052 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -21305954.000000 Penalty: 5967.877441
	Iteration 32Q: 3 clusters Score -2.130595e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166075 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -21305940.000000 Penalty: 5967.877441
	Iteration 33Q: 3 clusters Score -2.130594e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166106 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -21305960.000000 Penalty: 5967.877441
	Iteration 34Q: 3 clusters Score -2.130596e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166135 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -21305942.000000 Penalty: 5967.877441
	Iteration 35Q: 3 clusters Score -2.130594e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166163 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -21305934.000000 Penalty: 5967.877441
	Iteration 36Q: 3 clusters Score -2.130593e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166191 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -21305938.000000 Penalty: 5967.877441
	Iteration 37Q: 3 clusters Score -2.130594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166213 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -21305944.000000 Penalty: 5967.877441
	Iteration 38Q: 3 clusters Score -2.130594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166232 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -21305940.000000 Penalty: 5967.877441
	Iteration 39Q: 3 clusters Score -2.130594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166252 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -21305956.000000 Penalty: 5967.877441
	Iteration 40F: 3 clusters Score -2.130596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166266 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -21305948.000000 Penalty: 5967.877441
	Iteration 41Q: 3 clusters Score -2.130595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166279 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -21305944.000000 Penalty: 5967.877441
	Iteration 42Q: 3 clusters Score -2.130594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166287 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -21305938.000000 Penalty: 5967.877441
	Iteration 43Q: 3 clusters Score -2.130594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166302 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -21305936.000000 Penalty: 5967.877441
	Iteration 44Q: 3 clusters Score -2.130594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166313 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -21305940.000000 Penalty: 5967.877441
	Iteration 45Q: 3 clusters Score -2.130594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166323 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -21305932.000000 Penalty: 5967.877441
	Iteration 46Q: 3 clusters Score -2.130593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166331 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -21305924.000000 Penalty: 5967.877441
	Iteration 47Q: 3 clusters Score -2.130592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166343 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -21305912.000000 Penalty: 5967.877441
	Iteration 48Q: 3 clusters Score -2.130591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166354 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -21305936.000000 Penalty: 5967.877441
	Iteration 49Q: 3 clusters Score -2.130594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166361 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -21305928.000000 Penalty: 5967.877441
	Iteration 50Q: 3 clusters Score -2.130593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166366 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -21305940.000000 Penalty: 5967.877441
	Iteration 51Q: 3 clusters Score -2.130594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166373 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -21305932.000000 Penalty: 5967.877441
	Iteration 52Q: 3 clusters Score -2.130593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166378 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -21305924.000000 Penalty: 5967.877441
	Iteration 53Q: 3 clusters Score -2.130592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166383 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -21305942.000000 Penalty: 5967.877441
	Iteration 54Q: 3 clusters Score -2.130594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166389 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -21305944.000000 Penalty: 5967.877441
	Iteration 55Q: 3 clusters Score -2.130594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166397 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -21305954.000000 Penalty: 5967.877441
	Iteration 56Q: 3 clusters Score -2.130595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166399 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -21305950.000000 Penalty: 5967.877441
	Iteration 57Q: 3 clusters Score -2.130595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166402 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -21305966.000000 Penalty: 5967.877441
	Iteration 58Q: 3 clusters Score -2.130597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166403 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -21305964.000000 Penalty: 5967.877441
	Iteration 59Q: 3 clusters Score -2.130596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166404 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -21305950.000000 Penalty: 5967.877441
	Iteration 60F: 3 clusters Score -2.130595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166405 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -21305940.000000 Penalty: 5967.877441
	Iteration 61Q: 3 clusters Score -2.130594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166409 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -21305954.000000 Penalty: 5967.877441
	Iteration 62Q: 3 clusters Score -2.130595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166414 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -21305948.000000 Penalty: 5967.877441
	Iteration 63Q: 3 clusters Score -2.130595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166420 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -21305962.000000 Penalty: 5967.877441
	Iteration 64Q: 3 clusters Score -2.130596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166425 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -21305948.000000 Penalty: 5967.877441
	Iteration 65Q: 3 clusters Score -2.130595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166428 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -21305958.000000 Penalty: 5967.877441
	Iteration 66Q: 3 clusters Score -2.130596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166430 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -21305966.000000 Penalty: 5967.877441
	Iteration 67Q: 3 clusters Score -2.130597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166432 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -21305960.000000 Penalty: 5967.877441
	Iteration 68Q: 3 clusters Score -2.130596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166432 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -21305960.000000 Penalty: 5967.877441
	Iteration 69F: 3 clusters Score -2.130596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (149641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149641 members 
Entering Unmasked Estep 
Score: -19277872.000000 Penalty: 2955.166748
	Iteration 0F: 2 clusters Score -1.927787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74656 members 
Mstep: Class 2 contains 74985 members 
Entering Unmasked Estep 
Score: -19182350.000000 Penalty: 5910.333496
	Iteration 0F: 3 clusters Score -1.918235e+07 nChanged 71798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71054 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -19224078.000000 Penalty: 5910.333496
	Iteration 1F: 3 clusters Score -1.922408e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 80819 members 
Entering Unmasked Estep 
Score: -19225078.000000 Penalty: 5910.333496
	Iteration 2Q: 3 clusters Score -1.922508e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 84219 members 
Entering Unmasked Estep 
Score: -19226356.000000 Penalty: 5910.333496
	Iteration 3Q: 3 clusters Score -1.922636e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 89156 members 
Entering Unmasked Estep 
Score: -19228336.000000 Penalty: 5910.333496
	Iteration 4Q: 3 clusters Score -1.922834e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 96159 members 
Entering Unmasked Estep 
Score: -19231966.000000 Penalty: 5910.333496
	Iteration 5F: 3 clusters Score -1.923197e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 105520 members 
Entering Unmasked Estep 
Score: -19238016.000000 Penalty: 5910.333496
	Iteration 6F: 3 clusters Score -1.923802e+07 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 116846 members 
Entering Unmasked Estep 
Score: -19246468.000000 Penalty: 5910.333496
	Iteration 7F: 3 clusters Score -1.924647e+07 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 128197 members 
Entering Unmasked Estep 
Score: -19256318.000000 Penalty: 5910.333496
	Iteration 8F: 3 clusters Score -1.925632e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 137354 members 
Entering Unmasked Estep 
Score: -19264814.000000 Penalty: 5910.333496
	Iteration 9F: 3 clusters Score -1.926481e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 143186 members 
Entering Unmasked Estep 
Score: -19270120.000000 Penalty: 5910.333496
	Iteration 10Q: 3 clusters Score -1.927012e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 146373 members 
Entering Unmasked Estep 
Score: -19272850.000000 Penalty: 5910.333496
	Iteration 11Q: 3 clusters Score -1.927285e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 147861 members 
Entering Unmasked Estep 
Score: -19274312.000000 Penalty: 5910.333496
	Iteration 12Q: 3 clusters Score -1.927431e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 148485 members 
Entering Unmasked Estep 
Score: -19274924.000000 Penalty: 5910.333496
	Iteration 13Q: 3 clusters Score -1.927492e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 148745 members 
Entering Unmasked Estep 
Score: -19275148.000000 Penalty: 5910.333496
	Iteration 14Q: 3 clusters Score -1.927515e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 148878 members 
Entering Unmasked Estep 
Score: -19275276.000000 Penalty: 5910.333496
	Iteration 15Q: 3 clusters Score -1.927528e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 148955 members 
Entering Unmasked Estep 
Score: -19275396.000000 Penalty: 5910.333496
	Iteration 16Q: 3 clusters Score -1.92754e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 149000 members 
Entering Unmasked Estep 
Score: -19275452.000000 Penalty: 5910.333496
	Iteration 17Q: 3 clusters Score -1.927545e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 149029 members 
Entering Unmasked Estep 
Score: -19275480.000000 Penalty: 5910.333496
	Iteration 18Q: 3 clusters Score -1.927548e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 149056 members 
Entering Unmasked Estep 
Score: -19275508.000000 Penalty: 5910.333496
	Iteration 19Q: 3 clusters Score -1.927551e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 149069 members 
Entering Unmasked Estep 
Score: -19275514.000000 Penalty: 5910.333496
	Iteration 20F: 3 clusters Score -1.927551e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 149068 members 
Entering Unmasked Estep 
Score: -19275574.000000 Penalty: 5910.333496
	Iteration 21Q: 3 clusters Score -1.927557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 149065 members 
Entering Unmasked Estep 
Score: -19275602.000000 Penalty: 5910.333496
	Iteration 22Q: 3 clusters Score -1.92756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 149067 members 
Entering Unmasked Estep 
Score: -19275618.000000 Penalty: 5910.333496
	Iteration 23Q: 3 clusters Score -1.927562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 149076 members 
Entering Unmasked Estep 
Score: -19275624.000000 Penalty: 5910.333496
	Iteration 24Q: 3 clusters Score -1.927562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 149081 members 
Entering Unmasked Estep 
Score: -19275634.000000 Penalty: 5910.333496
	Iteration 25Q: 3 clusters Score -1.927563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 149082 members 
Entering Unmasked Estep 
Score: -19275626.000000 Penalty: 5910.333496
	Iteration 26Q: 3 clusters Score -1.927563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 149090 members 
Entering Unmasked Estep 
Score: -19275626.000000 Penalty: 5910.333496
	Iteration 27Q: 3 clusters Score -1.927563e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 149093 members 
Entering Unmasked Estep 
Score: -19275650.000000 Penalty: 5910.333496
	Iteration 28Q: 3 clusters Score -1.927565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 149099 members 
Entering Unmasked Estep 
Score: -19275678.000000 Penalty: 5910.333496
	Iteration 29Q: 3 clusters Score -1.927568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 149104 members 
Entering Unmasked Estep 
Score: -19275684.000000 Penalty: 5910.333496
	Iteration 30Q: 3 clusters Score -1.927568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 149103 members 
Entering Unmasked Estep 
Score: -19275694.000000 Penalty: 5910.333496
	Iteration 31Q: 3 clusters Score -1.927569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 149103 members 
Entering Unmasked Estep 
Score: -19275690.000000 Penalty: 5910.333496
	Iteration 32Q: 3 clusters Score -1.927569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 149099 members 
Entering Unmasked Estep 
Score: -19275696.000000 Penalty: 5910.333496
	Iteration 33Q: 3 clusters Score -1.92757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 149101 members 
Entering Unmasked Estep 
Score: -19275716.000000 Penalty: 5910.333496
	Iteration 34Q: 3 clusters Score -1.927572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 149101 members 
Entering Unmasked Estep 
Score: -19275718.000000 Penalty: 5910.333496
	Iteration 35Q: 3 clusters Score -1.927572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 149099 members 
Entering Unmasked Estep 
Score: -19275718.000000 Penalty: 5910.333496
	Iteration 36Q: 3 clusters Score -1.927572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 149102 members 
Entering Unmasked Estep 
Score: -19275742.000000 Penalty: 5910.333496
	Iteration 37Q: 3 clusters Score -1.927574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 149099 members 
Entering Unmasked Estep 
Score: -19275742.000000 Penalty: 5910.333496
	Iteration 38Q: 3 clusters Score -1.927574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 149100 members 
Entering Unmasked Estep 
Score: -19275756.000000 Penalty: 5910.333496
	Iteration 39Q: 3 clusters Score -1.927576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 149104 members 
Entering Unmasked Estep 
Score: -19275752.000000 Penalty: 5910.333496
	Iteration 40F: 3 clusters Score -1.927575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 149105 members 
Entering Unmasked Estep 
Score: -19275756.000000 Penalty: 5910.333496
	Iteration 41Q: 3 clusters Score -1.927576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 149107 members 
Entering Unmasked Estep 
Score: -19275744.000000 Penalty: 5910.333496
	Iteration 42Q: 3 clusters Score -1.927574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 149108 members 
Entering Unmasked Estep 
Score: -19275752.000000 Penalty: 5910.333496
	Iteration 43Q: 3 clusters Score -1.927575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 149110 members 
Entering Unmasked Estep 
Score: -19275762.000000 Penalty: 5910.333496
	Iteration 44Q: 3 clusters Score -1.927576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 149111 members 
Entering Unmasked Estep 
Score: -19275758.000000 Penalty: 5910.333496
	Iteration 45Q: 3 clusters Score -1.927576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 149113 members 
Entering Unmasked Estep 
Score: -19275760.000000 Penalty: 5910.333496
	Iteration 46Q: 3 clusters Score -1.927576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 149114 members 
Entering Unmasked Estep 
Score: -19275756.000000 Penalty: 5910.333496
	Iteration 47Q: 3 clusters Score -1.927576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 149116 members 
Entering Unmasked Estep 
Score: -19275756.000000 Penalty: 5910.333496
	Iteration 48Q: 3 clusters Score -1.927576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 149115 members 
Entering Unmasked Estep 
Score: -19275758.000000 Penalty: 5910.333496
	Iteration 49Q: 3 clusters Score -1.927576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 149113 members 
Entering Unmasked Estep 
Score: -19275776.000000 Penalty: 5910.333496
	Iteration 50Q: 3 clusters Score -1.927578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 149113 members 
Entering Unmasked Estep 
Score: -19275776.000000 Penalty: 5910.333496
	Iteration 51F: 3 clusters Score -1.927578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 154663 members 
Mstep: Class 3 contains 9224 members 
Mstep: Class 4 contains 301 members 
Mstep: Class 5 contains 165304 members 
Mstep: Class 6 contains 828 members 
Mstep: Class 7 contains 6621 members 
Mstep: Class 9 contains 6361 members 
Mstep: Class 10 contains 129564 members 
Mstep: Class 11 contains 71773 members 
Mstep: Class 12 contains 167739 members 
Mstep: Class 13 contains 8661 members 
Mstep: Class 14 contains 1214 members 
Mstep: Class 15 contains 152497 members 
Mstep: Class 16 contains 74544 members 
Mstep: Class 17 contains 4150 members 
Mstep: Class 19 contains 168049 members 
Mstep: Class 21 contains 149641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316816.000000 Penalty: 73281.218750
Iteration 79Q: 22 clusters Score -1.613168e+08 nChanged 12256
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 154041 members 
Mstep: Class 3 contains 8871 members 
Mstep: Class 4 contains 301 members 
Mstep: Class 5 contains 166752 members 
Mstep: Class 6 contains 828 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 6471 members 
Mstep: Class 10 contains 131828 members 
Mstep: Class 11 contains 71675 members 
Mstep: Class 12 contains 165370 members 
Mstep: Class 13 contains 8667 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 151757 members 
Mstep: Class 16 contains 75701 members 
Mstep: Class 17 contains 4157 members 
Mstep: Class 18 contains 13484 members 
Mstep: Class 19 contains 168174 members 
Mstep: Class 20 contains 686 members 
Mstep: Class 21 contains 149016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319488.000000 Penalty: 73281.218750
Iteration 80F: 22 clusters Score -1.613195e+08 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 153249 members 
Mstep: Class 3 contains 8534 members 
Mstep: Class 4 contains 293 members 
Mstep: Class 5 contains 167910 members 
Mstep: Class 6 contains 828 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 6574 members 
Mstep: Class 10 contains 133864 members 
Mstep: Class 11 contains 71531 members 
Mstep: Class 12 contains 164299 members 
Mstep: Class 13 contains 8651 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 150889 members 
Mstep: Class 16 contains 75442 members 
Mstep: Class 17 contains 4150 members 
Mstep: Class 18 contains 14287 members 
Mstep: Class 19 contains 168129 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 148370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320272.000000 Penalty: 73281.218750
Iteration 81Q: 22 clusters Score -1.613203e+08 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 152530 members 
Mstep: Class 3 contains 8184 members 
Mstep: Class 4 contains 291 members 
Mstep: Class 5 contains 169247 members 
Mstep: Class 6 contains 828 members 
Mstep: Class 7 contains 6806 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 6656 members 
Mstep: Class 10 contains 136108 members 
Mstep: Class 11 contains 71416 members 
Mstep: Class 12 contains 162944 members 
Mstep: Class 13 contains 8645 members 
Mstep: Class 14 contains 1213 members 
Mstep: Class 15 contains 150035 members 
Mstep: Class 16 contains 75186 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 14809 members 
Mstep: Class 19 contains 168117 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 147819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320288.000000 Penalty: 73281.218750
Iteration 82Q: 22 clusters Score -1.613203e+08 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 151768 members 
Mstep: Class 3 contains 7818 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 170605 members 
Mstep: Class 6 contains 828 members 
Mstep: Class 7 contains 6826 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 6739 members 
Mstep: Class 10 contains 138499 members 
Mstep: Class 11 contains 71322 members 
Mstep: Class 12 contains 161569 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 1209 members 
Mstep: Class 15 contains 149175 members 
Mstep: Class 16 contains 74943 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 15242 members 
Mstep: Class 19 contains 168023 members 
Mstep: Class 20 contains 696 members 
Mstep: Class 21 contains 147332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321008.000000 Penalty: 73281.218750
Iteration 83Q: 22 clusters Score -1.61321e+08 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 151056 members 
Mstep: Class 3 contains 7462 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 171851 members 
Mstep: Class 6 contains 828 members 
Mstep: Class 7 contains 6844 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 6817 members 
Mstep: Class 10 contains 141110 members 
Mstep: Class 11 contains 71219 members 
Mstep: Class 12 contains 160100 members 
Mstep: Class 13 contains 8645 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 148350 members 
Mstep: Class 16 contains 74695 members 
Mstep: Class 17 contains 4125 members 
Mstep: Class 18 contains 15620 members 
Mstep: Class 19 contains 167874 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 146872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321120.000000 Penalty: 73281.218750
Iteration 84Q: 22 clusters Score -1.613211e+08 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 150323 members 
Mstep: Class 3 contains 7148 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 172908 members 
Mstep: Class 6 contains 828 members 
Mstep: Class 7 contains 6851 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 143904 members 
Mstep: Class 11 contains 71123 members 
Mstep: Class 12 contains 158676 members 
Mstep: Class 13 contains 8643 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 147541 members 
Mstep: Class 16 contains 74478 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 15941 members 
Mstep: Class 19 contains 167709 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 146390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321424.000000 Penalty: 73281.218750
Iteration 85Q: 22 clusters Score -1.613214e+08 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 149511 members 
Mstep: Class 3 contains 6881 members 
Mstep: Class 4 contains 275 members 
Mstep: Class 5 contains 173772 members 
Mstep: Class 6 contains 828 members 
Mstep: Class 7 contains 6852 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 6959 members 
Mstep: Class 10 contains 146949 members 
Mstep: Class 11 contains 71048 members 
Mstep: Class 12 contains 157291 members 
Mstep: Class 13 contains 8641 members 
Mstep: Class 14 contains 1202 members 
Mstep: Class 15 contains 146729 members 
Mstep: Class 16 contains 74270 members 
Mstep: Class 17 contains 4124 members 
Mstep: Class 18 contains 16259 members 
Mstep: Class 19 contains 167497 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 145857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161321776.000000 Penalty: 73281.218750
Iteration 86Q: 22 clusters Score -1.613218e+08 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 148640 members 
Mstep: Class 3 contains 6653 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174539 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6853 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 150158 members 
Mstep: Class 11 contains 70950 members 
Mstep: Class 12 contains 155881 members 
Mstep: Class 13 contains 8631 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 145833 members 
Mstep: Class 16 contains 74051 members 
Mstep: Class 17 contains 4127 members 
Mstep: Class 18 contains 16594 members 
Mstep: Class 19 contains 167340 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 145359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322608.000000 Penalty: 73281.218750
Iteration 87Q: 22 clusters Score -1.613226e+08 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 147701 members 
Mstep: Class 3 contains 6430 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 175155 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6851 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 7118 members 
Mstep: Class 10 contains 153660 members 
Mstep: Class 11 contains 70864 members 
Mstep: Class 12 contains 154329 members 
Mstep: Class 13 contains 8632 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 144937 members 
Mstep: Class 16 contains 73821 members 
Mstep: Class 17 contains 4128 members 
Mstep: Class 18 contains 16928 members 
Mstep: Class 19 contains 167170 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 144923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322720.000000 Penalty: 73281.218750
Iteration 88Q: 22 clusters Score -1.613227e+08 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146794 members 
Mstep: Class 3 contains 6254 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 175600 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6848 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 7199 members 
Mstep: Class 10 contains 157145 members 
Mstep: Class 11 contains 70760 members 
Mstep: Class 12 contains 152779 members 
Mstep: Class 13 contains 8635 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144097 members 
Mstep: Class 16 contains 73573 members 
Mstep: Class 17 contains 4136 members 
Mstep: Class 18 contains 17266 members 
Mstep: Class 19 contains 167077 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 144483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322544.000000 Penalty: 73281.218750
Iteration 89Q: 22 clusters Score -1.613225e+08 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 145919 members 
Mstep: Class 3 contains 6088 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 175901 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6844 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 7270 members 
Mstep: Class 10 contains 160435 members 
Mstep: Class 11 contains 70652 members 
Mstep: Class 12 contains 151400 members 
Mstep: Class 13 contains 8622 members 
Mstep: Class 14 contains 1200 members 
Mstep: Class 15 contains 143379 members 
Mstep: Class 16 contains 73311 members 
Mstep: Class 17 contains 4141 members 
Mstep: Class 18 contains 17625 members 
Mstep: Class 19 contains 166947 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 144111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323136.000000 Penalty: 73281.218750
Iteration 90Q: 22 clusters Score -1.613231e+08 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 145138 members 
Mstep: Class 3 contains 5944 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 176209 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6844 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 7321 members 
Mstep: Class 10 contains 163026 members 
Mstep: Class 11 contains 70565 members 
Mstep: Class 12 contains 150192 members 
Mstep: Class 13 contains 8621 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 142840 members 
Mstep: Class 16 contains 73073 members 
Mstep: Class 17 contains 4148 members 
Mstep: Class 18 contains 17970 members 
Mstep: Class 19 contains 166951 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 143806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323120.000000 Penalty: 73281.218750
Iteration 91Q: 22 clusters Score -1.613231e+08 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 144468 members 
Mstep: Class 3 contains 5831 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 176460 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6839 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 7383 members 
Mstep: Class 10 contains 164891 members 
Mstep: Class 11 contains 70461 members 
Mstep: Class 12 contains 149195 members 
Mstep: Class 13 contains 8626 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 142530 members 
Mstep: Class 16 contains 72853 members 
Mstep: Class 17 contains 4151 members 
Mstep: Class 18 contains 18284 members 
Mstep: Class 19 contains 166964 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 143708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322640.000000 Penalty: 73281.218750
Iteration 92Q: 22 clusters Score -1.613226e+08 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 143973 members 
Mstep: Class 3 contains 5786 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 176741 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6833 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 165888 members 
Mstep: Class 11 contains 70374 members 
Mstep: Class 12 contains 148525 members 
Mstep: Class 13 contains 8627 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 142454 members 
Mstep: Class 16 contains 72666 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 18587 members 
Mstep: Class 19 contains 166949 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 143625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322176.000000 Penalty: 73281.218750
Iteration 93Q: 22 clusters Score -1.613222e+08 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 143621 members 
Mstep: Class 3 contains 5747 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 176967 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6825 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 7522 members 
Mstep: Class 10 contains 166212 members 
Mstep: Class 11 contains 70284 members 
Mstep: Class 12 contains 148218 members 
Mstep: Class 13 contains 8628 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 142540 members 
Mstep: Class 16 contains 72487 members 
Mstep: Class 17 contains 4172 members 
Mstep: Class 18 contains 18874 members 
Mstep: Class 19 contains 166916 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 143636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322464.000000 Penalty: 73281.218750
Iteration 94Q: 22 clusters Score -1.613225e+08 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 143444 members 
Mstep: Class 3 contains 5711 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 177148 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6818 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 7599 members 
Mstep: Class 10 contains 166011 members 
Mstep: Class 11 contains 70205 members 
Mstep: Class 12 contains 148267 members 
Mstep: Class 13 contains 8628 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 142675 members 
Mstep: Class 16 contains 72345 members 
Mstep: Class 17 contains 4180 members 
Mstep: Class 18 contains 19163 members 
Mstep: Class 19 contains 166764 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 143694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322672.000000 Penalty: 73281.218750
Iteration 95Q: 22 clusters Score -1.613227e+08 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 143439 members 
Mstep: Class 3 contains 5693 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 177374 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6809 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 7671 members 
Mstep: Class 10 contains 165265 members 
Mstep: Class 11 contains 70120 members 
Mstep: Class 12 contains 148601 members 
Mstep: Class 13 contains 8629 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 142841 members 
Mstep: Class 16 contains 72221 members 
Mstep: Class 17 contains 4187 members 
Mstep: Class 18 contains 19435 members 
Mstep: Class 19 contains 166574 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 143799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322336.000000 Penalty: 73281.218750
Iteration 96Q: 22 clusters Score -1.613223e+08 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 143460 members 
Mstep: Class 3 contains 5667 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 177623 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6801 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 7721 members 
Mstep: Class 10 contains 164113 members 
Mstep: Class 11 contains 70033 members 
Mstep: Class 12 contains 149319 members 
Mstep: Class 13 contains 8637 members 
Mstep: Class 14 contains 1200 members 
Mstep: Class 15 contains 142982 members 
Mstep: Class 16 contains 72115 members 
Mstep: Class 17 contains 4196 members 
Mstep: Class 18 contains 19653 members 
Mstep: Class 19 contains 166404 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 143932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322336.000000 Penalty: 73281.218750
Iteration 97Q: 22 clusters Score -1.613223e+08 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 143547 members 
Mstep: Class 3 contains 5648 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 177845 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6797 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 7760 members 
Mstep: Class 10 contains 162769 members 
Mstep: Class 11 contains 69952 members 
Mstep: Class 12 contains 150239 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 1201 members 
Mstep: Class 15 contains 143110 members 
Mstep: Class 16 contains 71970 members 
Mstep: Class 17 contains 4208 members 
Mstep: Class 18 contains 19902 members 
Mstep: Class 19 contains 166177 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 144086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322592.000000 Penalty: 73281.218750
Iteration 98Q: 22 clusters Score -1.613226e+08 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 143635 members 
Mstep: Class 3 contains 5646 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 178057 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6790 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 7792 members 
Mstep: Class 10 contains 161359 members 
Mstep: Class 11 contains 69859 members 
Mstep: Class 12 contains 151242 members 
Mstep: Class 13 contains 8639 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 143211 members 
Mstep: Class 16 contains 71830 members 
Mstep: Class 17 contains 4217 members 
Mstep: Class 18 contains 20171 members 
Mstep: Class 19 contains 165981 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 144229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322784.000000 Penalty: 73281.218750
Iteration 99Q: 22 clusters Score -1.613228e+08 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 143693 members 
Mstep: Class 3 contains 5638 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 178194 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6775 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 7824 members 
Mstep: Class 10 contains 160038 members 
Mstep: Class 11 contains 69766 members 
Mstep: Class 12 contains 152402 members 
Mstep: Class 13 contains 8637 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 143272 members 
Mstep: Class 16 contains 71703 members 
Mstep: Class 17 contains 4220 members 
Mstep: Class 18 contains 20425 members 
Mstep: Class 19 contains 165736 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 144335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323456.000000 Penalty: 73281.218750
Iteration 100F: 22 clusters Score -1.613235e+08 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 143774 members 
Mstep: Class 3 contains 5633 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 178366 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6757 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 7839 members 
Mstep: Class 10 contains 158818 members 
Mstep: Class 11 contains 69663 members 
Mstep: Class 12 contains 153544 members 
Mstep: Class 13 contains 8639 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 143295 members 
Mstep: Class 16 contains 71541 members 
Mstep: Class 17 contains 4223 members 
Mstep: Class 18 contains 20677 members 
Mstep: Class 19 contains 165505 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 144385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323920.000000 Penalty: 73281.218750
Iteration 101Q: 22 clusters Score -1.613239e+08 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 143882 members 
Mstep: Class 3 contains 5636 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 178465 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6735 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 7851 members 
Mstep: Class 10 contains 157656 members 
Mstep: Class 11 contains 69597 members 
Mstep: Class 12 contains 154701 members 
Mstep: Class 13 contains 8643 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 143296 members 
Mstep: Class 16 contains 71372 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 18 contains 20914 members 
Mstep: Class 19 contains 165269 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 144420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324176.000000 Penalty: 73281.218750
Iteration 102Q: 22 clusters Score -1.613242e+08 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 143959 members 
Mstep: Class 3 contains 5635 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 178497 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6714 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 7853 members 
Mstep: Class 10 contains 156634 members 
Mstep: Class 11 contains 69534 members 
Mstep: Class 12 contains 155851 members 
Mstep: Class 13 contains 8645 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 143272 members 
Mstep: Class 16 contains 71224 members 
Mstep: Class 17 contains 4225 members 
Mstep: Class 18 contains 21141 members 
Mstep: Class 19 contains 165058 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 144417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324736.000000 Penalty: 73281.218750
Iteration 103Q: 22 clusters Score -1.613247e+08 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 143967 members 
Mstep: Class 3 contains 5633 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 178509 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6698 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7852 members 
Mstep: Class 10 contains 155674 members 
Mstep: Class 11 contains 69484 members 
Mstep: Class 12 contains 157010 members 
Mstep: Class 13 contains 8647 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 143273 members 
Mstep: Class 16 contains 71076 members 
Mstep: Class 17 contains 4229 members 
Mstep: Class 18 contains 21348 members 
Mstep: Class 19 contains 164886 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 144376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324896.000000 Penalty: 73281.218750
Iteration 104Q: 22 clusters Score -1.613249e+08 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 143947 members 
Mstep: Class 3 contains 5629 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 178495 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6682 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7852 members 
Mstep: Class 10 contains 154866 members 
Mstep: Class 11 contains 69435 members 
Mstep: Class 12 contains 158109 members 
Mstep: Class 13 contains 8655 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 143299 members 
Mstep: Class 16 contains 70898 members 
Mstep: Class 17 contains 4233 members 
Mstep: Class 18 contains 21556 members 
Mstep: Class 19 contains 164667 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 144339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324688.000000 Penalty: 73281.218750
Iteration 105Q: 22 clusters Score -1.613247e+08 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 143899 members 
Mstep: Class 3 contains 5625 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 178444 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7861 members 
Mstep: Class 10 contains 154211 members 
Mstep: Class 11 contains 69391 members 
Mstep: Class 12 contains 159127 members 
Mstep: Class 13 contains 8663 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 143311 members 
Mstep: Class 16 contains 70696 members 
Mstep: Class 17 contains 4232 members 
Mstep: Class 18 contains 21795 members 
Mstep: Class 19 contains 164478 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 144263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324400.000000 Penalty: 73281.218750
Iteration 106Q: 22 clusters Score -1.613244e+08 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 143839 members 
Mstep: Class 3 contains 5601 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 178408 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6648 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7875 members 
Mstep: Class 10 contains 153731 members 
Mstep: Class 11 contains 69333 members 
Mstep: Class 12 contains 160093 members 
Mstep: Class 13 contains 8661 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 143276 members 
Mstep: Class 16 contains 70495 members 
Mstep: Class 17 contains 4230 members 
Mstep: Class 18 contains 22024 members 
Mstep: Class 19 contains 164314 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 144134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323824.000000 Penalty: 73281.218750
Iteration 107Q: 22 clusters Score -1.613238e+08 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 143819 members 
Mstep: Class 3 contains 5589 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 178348 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6628 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7888 members 
Mstep: Class 10 contains 153277 members 
Mstep: Class 11 contains 69262 members 
Mstep: Class 12 contains 160988 members 
Mstep: Class 13 contains 8658 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 143246 members 
Mstep: Class 16 contains 70285 members 
Mstep: Class 17 contains 4232 members 
Mstep: Class 18 contains 22281 members 
Mstep: Class 19 contains 164151 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 144011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324320.000000 Penalty: 73281.218750
Iteration 108Q: 22 clusters Score -1.613243e+08 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 143761 members 
Mstep: Class 3 contains 5578 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 178251 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6614 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7884 members 
Mstep: Class 10 contains 152917 members 
Mstep: Class 11 contains 69197 members 
Mstep: Class 12 contains 161811 members 
Mstep: Class 13 contains 8659 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 143208 members 
Mstep: Class 16 contains 70097 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 18 contains 22521 members 
Mstep: Class 19 contains 164026 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 143901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324544.000000 Penalty: 73281.218750
Iteration 109Q: 22 clusters Score -1.613245e+08 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 143714 members 
Mstep: Class 3 contains 5564 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 178137 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6597 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7882 members 
Mstep: Class 10 contains 152617 members 
Mstep: Class 11 contains 69128 members 
Mstep: Class 12 contains 162601 members 
Mstep: Class 13 contains 8667 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 143173 members 
Mstep: Class 16 contains 69928 members 
Mstep: Class 17 contains 4240 members 
Mstep: Class 18 contains 22746 members 
Mstep: Class 19 contains 163839 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 143829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325008.000000 Penalty: 73281.218750
Iteration 110Q: 22 clusters Score -1.61325e+08 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 143689 members 
Mstep: Class 3 contains 5552 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 178054 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6583 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 152427 members 
Mstep: Class 11 contains 69067 members 
Mstep: Class 12 contains 163238 members 
Mstep: Class 13 contains 8673 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 143111 members 
Mstep: Class 16 contains 69752 members 
Mstep: Class 17 contains 4242 members 
Mstep: Class 18 contains 22967 members 
Mstep: Class 19 contains 163663 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 143761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325088.000000 Penalty: 73281.218750
Iteration 111Q: 22 clusters Score -1.613251e+08 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 143666 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 177984 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6566 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7873 members 
Mstep: Class 10 contains 152267 members 
Mstep: Class 11 contains 69019 members 
Mstep: Class 12 contains 163796 members 
Mstep: Class 13 contains 8683 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 143049 members 
Mstep: Class 16 contains 69586 members 
Mstep: Class 17 contains 4244 members 
Mstep: Class 18 contains 23158 members 
Mstep: Class 19 contains 163534 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 143692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325104.000000 Penalty: 73281.218750
Iteration 112Q: 22 clusters Score -1.613251e+08 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 143635 members 
Mstep: Class 3 contains 5539 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 177940 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6552 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7865 members 
Mstep: Class 10 contains 152138 members 
Mstep: Class 11 contains 68990 members 
Mstep: Class 12 contains 164257 members 
Mstep: Class 13 contains 8690 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 143002 members 
Mstep: Class 16 contains 69410 members 
Mstep: Class 17 contains 4247 members 
Mstep: Class 18 contains 23351 members 
Mstep: Class 19 contains 163394 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 143650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325200.000000 Penalty: 73281.218750
Iteration 113Q: 22 clusters Score -1.613252e+08 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 143600 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 177907 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6538 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7856 members 
Mstep: Class 10 contains 152142 members 
Mstep: Class 11 contains 68966 members 
Mstep: Class 12 contains 164531 members 
Mstep: Class 13 contains 8698 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 143007 members 
Mstep: Class 16 contains 69244 members 
Mstep: Class 17 contains 4246 members 
Mstep: Class 18 contains 23544 members 
Mstep: Class 19 contains 163250 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 143601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325280.000000 Penalty: 73281.218750
Iteration 114Q: 22 clusters Score -1.613253e+08 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 143572 members 
Mstep: Class 3 contains 5518 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 177882 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7851 members 
Mstep: Class 10 contains 152187 members 
Mstep: Class 11 contains 68947 members 
Mstep: Class 12 contains 164711 members 
Mstep: Class 13 contains 8698 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 143014 members 
Mstep: Class 16 contains 69103 members 
Mstep: Class 17 contains 4251 members 
Mstep: Class 18 contains 23716 members 
Mstep: Class 19 contains 163160 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 143535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325088.000000 Penalty: 73281.218750
Iteration 115Q: 22 clusters Score -1.613251e+08 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 143566 members 
Mstep: Class 3 contains 5507 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 177848 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6496 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7843 members 
Mstep: Class 10 contains 152266 members 
Mstep: Class 11 contains 68933 members 
Mstep: Class 12 contains 164774 members 
Mstep: Class 13 contains 8703 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 143042 members 
Mstep: Class 16 contains 68942 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 23907 members 
Mstep: Class 19 contains 163101 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 143474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324848.000000 Penalty: 73281.218750
Iteration 116Q: 22 clusters Score -1.613248e+08 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 143569 members 
Mstep: Class 3 contains 5485 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 177837 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6476 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7835 members 
Mstep: Class 10 contains 152384 members 
Mstep: Class 11 contains 68923 members 
Mstep: Class 12 contains 164731 members 
Mstep: Class 13 contains 8712 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 143059 members 
Mstep: Class 16 contains 68780 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 24089 members 
Mstep: Class 19 contains 163086 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 143433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324800.000000 Penalty: 73281.218750
Iteration 117Q: 22 clusters Score -1.613248e+08 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 143576 members 
Mstep: Class 3 contains 5473 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 177836 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 6453 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7824 members 
Mstep: Class 10 contains 152591 members 
Mstep: Class 11 contains 68923 members 
Mstep: Class 12 contains 164588 members 
Mstep: Class 13 contains 8721 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 143046 members 
Mstep: Class 16 contains 68630 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 24266 members 
Mstep: Class 19 contains 163053 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 143420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324880.000000 Penalty: 73281.218750
Iteration 118Q: 22 clusters Score -1.613249e+08 nChanged 2619
Entering ConstructFrom: 
Score: -161324880.000000 Penalty: 73281.218750
Entering ConstructFrom: 
Trying to split cluster 1 (4170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Entering Unmasked Estep 
Score: -515875.000000 Penalty: 2067.246582
	Iteration 0F: 2 clusters Score -515875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -511891.687500 Penalty: 4134.493164
	Iteration 0F: 3 clusters Score -511891.7 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -512802.875000 Penalty: 4134.493164
	Iteration 1F: 3 clusters Score -512802.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -513047.781250 Penalty: 4134.493164
	Iteration 2F: 3 clusters Score -513047.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -513256.343750 Penalty: 4134.493164
	Iteration 3F: 3 clusters Score -513256.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -513478.250000 Penalty: 4134.493164
	Iteration 4F: 3 clusters Score -513478.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -513718.218750 Penalty: 4134.493164
	Iteration 5Q: 3 clusters Score -513718.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -513978.906250 Penalty: 4134.493164
	Iteration 6F: 3 clusters Score -513978.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -514268.500000 Penalty: 4134.493164
	Iteration 7F: 3 clusters Score -514268.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -514547.250000 Penalty: 4134.493164
	Iteration 8F: 3 clusters Score -514547.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -514802.875000 Penalty: 4134.493164
	Iteration 9F: 3 clusters Score -514802.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -515032.062500 Penalty: 4134.493164
	Iteration 10Q: 3 clusters Score -515032.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -515214.187500 Penalty: 4134.493164
	Iteration 11Q: 3 clusters Score -515214.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -515359.625000 Penalty: 4134.493164
	Iteration 12Q: 3 clusters Score -515359.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -515448.062500 Penalty: 4134.493164
	Iteration 13Q: 3 clusters Score -515448.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -515491.906250 Penalty: 4134.493164
	Iteration 14Q: 3 clusters Score -515491.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -515508.218750 Penalty: 4134.493164
	Iteration 15Q: 3 clusters Score -515508.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -515517.187500 Penalty: 4134.493164
	Iteration 16Q: 3 clusters Score -515517.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -515521.187500 Penalty: 4134.493164
	Iteration 17Q: 3 clusters Score -515521.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -515524.750000 Penalty: 4134.493164
	Iteration 18Q: 3 clusters Score -515524.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -515525.593750 Penalty: 4134.493164
	Iteration 19Q: 3 clusters Score -515525.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -515525.343750 Penalty: 4134.493164
	Iteration 20F: 3 clusters Score -515525.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -515526.125000 Penalty: 4134.493164
	Iteration 21Q: 3 clusters Score -515526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -515526.125000 Penalty: 4134.493164
	Iteration 22F: 3 clusters Score -515526.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (143603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143603 members 
Entering Unmasked Estep 
Score: -18356356.000000 Penalty: 2944.952148
	Iteration 0F: 2 clusters Score -1.835636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71801 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -18262880.000000 Penalty: 5889.904297
	Iteration 0F: 3 clusters Score -1.826288e+07 nChanged 68548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72461 members 
Mstep: Class 2 contains 71142 members 
Entering Unmasked Estep 
Score: -18302296.000000 Penalty: 5889.904297
	Iteration 1F: 3 clusters Score -1.83023e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 70781 members 
Entering Unmasked Estep 
Score: -18303082.000000 Penalty: 5889.904297
	Iteration 2Q: 3 clusters Score -1.830308e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -18303822.000000 Penalty: 5889.904297
	Iteration 3Q: 3 clusters Score -1.830382e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -18304842.000000 Penalty: 5889.904297
	Iteration 4Q: 3 clusters Score -1.830484e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75190 members 
Mstep: Class 2 contains 68413 members 
Entering Unmasked Estep 
Score: -18305850.000000 Penalty: 5889.904297
	Iteration 5Q: 3 clusters Score -1.830585e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76573 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -18307284.000000 Penalty: 5889.904297
	Iteration 6Q: 3 clusters Score -1.830728e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78469 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -18309044.000000 Penalty: 5889.904297
	Iteration 7Q: 3 clusters Score -1.830904e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81012 members 
Mstep: Class 2 contains 62591 members 
Entering Unmasked Estep 
Score: -18311854.000000 Penalty: 5889.904297
	Iteration 8Q: 3 clusters Score -1.831185e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84101 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -18316328.000000 Penalty: 5889.904297
	Iteration 9Q: 3 clusters Score -1.831633e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -18322442.000000 Penalty: 5889.904297
	Iteration 10F: 3 clusters Score -1.832244e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90072 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -18329172.000000 Penalty: 5889.904297
	Iteration 11F: 3 clusters Score -1.832917e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91963 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -18333522.000000 Penalty: 5889.904297
	Iteration 12F: 3 clusters Score -1.833352e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93184 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -18335502.000000 Penalty: 5889.904297
	Iteration 13Q: 3 clusters Score -1.83355e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94170 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -18336182.000000 Penalty: 5889.904297
	Iteration 14Q: 3 clusters Score -1.833618e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95067 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -18336440.000000 Penalty: 5889.904297
	Iteration 15Q: 3 clusters Score -1.833644e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95963 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -18336842.000000 Penalty: 5889.904297
	Iteration 16Q: 3 clusters Score -1.833684e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -18337066.000000 Penalty: 5889.904297
	Iteration 17Q: 3 clusters Score -1.833707e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97633 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -18337236.000000 Penalty: 5889.904297
	Iteration 18Q: 3 clusters Score -1.833724e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98414 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -18337494.000000 Penalty: 5889.904297
	Iteration 19Q: 3 clusters Score -1.833749e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99158 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -18337592.000000 Penalty: 5889.904297
	Iteration 20F: 3 clusters Score -1.833759e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99937 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -18337800.000000 Penalty: 5889.904297
	Iteration 21Q: 3 clusters Score -1.83378e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100758 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -18337986.000000 Penalty: 5889.904297
	Iteration 22Q: 3 clusters Score -1.833799e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101563 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -18338212.000000 Penalty: 5889.904297
	Iteration 23Q: 3 clusters Score -1.833821e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102392 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -18338354.000000 Penalty: 5889.904297
	Iteration 24Q: 3 clusters Score -1.833835e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103172 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -18338486.000000 Penalty: 5889.904297
	Iteration 25Q: 3 clusters Score -1.833849e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103987 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -18338688.000000 Penalty: 5889.904297
	Iteration 26Q: 3 clusters Score -1.833869e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104854 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -18338824.000000 Penalty: 5889.904297
	Iteration 27Q: 3 clusters Score -1.833882e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105751 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -18339056.000000 Penalty: 5889.904297
	Iteration 28Q: 3 clusters Score -1.833906e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106661 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -18339224.000000 Penalty: 5889.904297
	Iteration 29Q: 3 clusters Score -1.833922e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107598 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -18339344.000000 Penalty: 5889.904297
	Iteration 30Q: 3 clusters Score -1.833934e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -18339566.000000 Penalty: 5889.904297
	Iteration 31Q: 3 clusters Score -1.833957e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109533 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -18339742.000000 Penalty: 5889.904297
	Iteration 32Q: 3 clusters Score -1.833974e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110526 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -18339952.000000 Penalty: 5889.904297
	Iteration 33Q: 3 clusters Score -1.833995e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111540 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -18340144.000000 Penalty: 5889.904297
	Iteration 34Q: 3 clusters Score -1.834014e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112594 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -18340382.000000 Penalty: 5889.904297
	Iteration 35Q: 3 clusters Score -1.834038e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113706 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -18340672.000000 Penalty: 5889.904297
	Iteration 36Q: 3 clusters Score -1.834067e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114764 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -18340828.000000 Penalty: 5889.904297
	Iteration 37Q: 3 clusters Score -1.834083e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115866 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -18341242.000000 Penalty: 5889.904297
	Iteration 38Q: 3 clusters Score -1.834124e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117082 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -18341608.000000 Penalty: 5889.904297
	Iteration 39Q: 3 clusters Score -1.834161e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118335 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -18342002.000000 Penalty: 5889.904297
	Iteration 40F: 3 clusters Score -1.8342e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119623 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -18342414.000000 Penalty: 5889.904297
	Iteration 41Q: 3 clusters Score -1.834241e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120951 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -18342862.000000 Penalty: 5889.904297
	Iteration 42Q: 3 clusters Score -1.834286e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122369 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -18343382.000000 Penalty: 5889.904297
	Iteration 43Q: 3 clusters Score -1.834338e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123793 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -18343982.000000 Penalty: 5889.904297
	Iteration 44Q: 3 clusters Score -1.834398e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125272 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -18344646.000000 Penalty: 5889.904297
	Iteration 45Q: 3 clusters Score -1.834465e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126810 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -18345300.000000 Penalty: 5889.904297
	Iteration 46Q: 3 clusters Score -1.83453e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128317 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -18346008.000000 Penalty: 5889.904297
	Iteration 47Q: 3 clusters Score -1.834601e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129886 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -18346818.000000 Penalty: 5889.904297
	Iteration 48Q: 3 clusters Score -1.834682e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131438 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -18347556.000000 Penalty: 5889.904297
	Iteration 49Q: 3 clusters Score -1.834756e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132902 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -18348356.000000 Penalty: 5889.904297
	Iteration 50Q: 3 clusters Score -1.834836e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134367 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -18349180.000000 Penalty: 5889.904297
	Iteration 51Q: 3 clusters Score -1.834918e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135767 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -18349990.000000 Penalty: 5889.904297
	Iteration 52Q: 3 clusters Score -1.834999e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137033 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -18350710.000000 Penalty: 5889.904297
	Iteration 53Q: 3 clusters Score -1.835071e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138126 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -18351464.000000 Penalty: 5889.904297
	Iteration 54Q: 3 clusters Score -1.835146e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139032 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -18352060.000000 Penalty: 5889.904297
	Iteration 55Q: 3 clusters Score -1.835206e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139782 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -18352476.000000 Penalty: 5889.904297
	Iteration 56Q: 3 clusters Score -1.835248e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140367 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -18352866.000000 Penalty: 5889.904297
	Iteration 57Q: 3 clusters Score -1.835287e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140818 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -18353076.000000 Penalty: 5889.904297
	Iteration 58Q: 3 clusters Score -1.835308e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141163 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -18353284.000000 Penalty: 5889.904297
	Iteration 59Q: 3 clusters Score -1.835328e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141392 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -18353468.000000 Penalty: 5889.904297
	Iteration 60F: 3 clusters Score -1.835347e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141579 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -18353554.000000 Penalty: 5889.904297
	Iteration 61Q: 3 clusters Score -1.835355e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141729 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -18353624.000000 Penalty: 5889.904297
	Iteration 62Q: 3 clusters Score -1.835362e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141869 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -18353694.000000 Penalty: 5889.904297
	Iteration 63Q: 3 clusters Score -1.835369e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141980 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -18353758.000000 Penalty: 5889.904297
	Iteration 64Q: 3 clusters Score -1.835376e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142060 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -18353806.000000 Penalty: 5889.904297
	Iteration 65Q: 3 clusters Score -1.835381e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142114 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -18353820.000000 Penalty: 5889.904297
	Iteration 66Q: 3 clusters Score -1.835382e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142171 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -18353850.000000 Penalty: 5889.904297
	Iteration 67Q: 3 clusters Score -1.835385e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142213 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -18353892.000000 Penalty: 5889.904297
	Iteration 68Q: 3 clusters Score -1.835389e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142253 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -18353922.000000 Penalty: 5889.904297
	Iteration 69Q: 3 clusters Score -1.835392e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142285 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -18353924.000000 Penalty: 5889.904297
	Iteration 70Q: 3 clusters Score -1.835392e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142319 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -18353920.000000 Penalty: 5889.904297
	Iteration 71Q: 3 clusters Score -1.835392e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142342 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -18353928.000000 Penalty: 5889.904297
	Iteration 72Q: 3 clusters Score -1.835393e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142365 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -18353942.000000 Penalty: 5889.904297
	Iteration 73Q: 3 clusters Score -1.835394e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142378 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -18353944.000000 Penalty: 5889.904297
	Iteration 74Q: 3 clusters Score -1.835394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142390 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -18353950.000000 Penalty: 5889.904297
	Iteration 75Q: 3 clusters Score -1.835395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142403 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -18353954.000000 Penalty: 5889.904297
	Iteration 76Q: 3 clusters Score -1.835395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142416 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -18353940.000000 Penalty: 5889.904297
	Iteration 77Q: 3 clusters Score -1.835394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142423 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -18353946.000000 Penalty: 5889.904297
	Iteration 78Q: 3 clusters Score -1.835395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142431 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -18353954.000000 Penalty: 5889.904297
	Iteration 79Q: 3 clusters Score -1.835395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142440 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -18353960.000000 Penalty: 5889.904297
	Iteration 80F: 3 clusters Score -1.835396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142445 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -18353970.000000 Penalty: 5889.904297
	Iteration 81Q: 3 clusters Score -1.835397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142452 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -18353966.000000 Penalty: 5889.904297
	Iteration 82Q: 3 clusters Score -1.835397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142459 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -18353968.000000 Penalty: 5889.904297
	Iteration 83Q: 3 clusters Score -1.835397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142467 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -18353962.000000 Penalty: 5889.904297
	Iteration 84Q: 3 clusters Score -1.835396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142480 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -18353994.000000 Penalty: 5889.904297
	Iteration 85Q: 3 clusters Score -1.835399e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142493 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -18353988.000000 Penalty: 5889.904297
	Iteration 86Q: 3 clusters Score -1.835399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142503 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -18354014.000000 Penalty: 5889.904297
	Iteration 87Q: 3 clusters Score -1.835401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142508 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -18353998.000000 Penalty: 5889.904297
	Iteration 88Q: 3 clusters Score -1.8354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142508 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -18353990.000000 Penalty: 5889.904297
	Iteration 89Q: 3 clusters Score -1.835399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142508 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -18353998.000000 Penalty: 5889.904297
	Iteration 90Q: 3 clusters Score -1.8354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142510 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -18353998.000000 Penalty: 5889.904297
	Iteration 91Q: 3 clusters Score -1.8354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142515 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -18353996.000000 Penalty: 5889.904297
	Iteration 92Q: 3 clusters Score -1.8354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142519 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -18353996.000000 Penalty: 5889.904297
	Iteration 93Q: 3 clusters Score -1.8354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142520 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -18354008.000000 Penalty: 5889.904297
	Iteration 94Q: 3 clusters Score -1.835401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142522 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -18354000.000000 Penalty: 5889.904297
	Iteration 95Q: 3 clusters Score -1.8354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142525 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -18353996.000000 Penalty: 5889.904297
	Iteration 96Q: 3 clusters Score -1.8354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142524 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -18353998.000000 Penalty: 5889.904297
	Iteration 97Q: 3 clusters Score -1.8354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142524 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -18353998.000000 Penalty: 5889.904297
	Iteration 98F: 3 clusters Score -1.8354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Entering Unmasked Estep 
Score: -691281.437500 Penalty: 2134.317627
	Iteration 0F: 2 clusters Score -691281.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -686509.812500 Penalty: 4268.635254
	Iteration 0F: 3 clusters Score -686509.8 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -687621.875000 Penalty: 4268.635254
	Iteration 1F: 3 clusters Score -687621.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -687837.000000 Penalty: 4268.635254
	Iteration 2F: 3 clusters Score -687837 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -687968.562500 Penalty: 4268.635254
	Iteration 3Q: 3 clusters Score -687968.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -688083.000000 Penalty: 4268.635254
	Iteration 4Q: 3 clusters Score -688083 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -688167.375000 Penalty: 4268.635254
	Iteration 5Q: 3 clusters Score -688167.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -688228.125000 Penalty: 4268.635254
	Iteration 6Q: 3 clusters Score -688228.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -688269.500000 Penalty: 4268.635254
	Iteration 7Q: 3 clusters Score -688269.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -688304.250000 Penalty: 4268.635254
	Iteration 8Q: 3 clusters Score -688304.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -688333.312500 Penalty: 4268.635254
	Iteration 9Q: 3 clusters Score -688333.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -688350.812500 Penalty: 4268.635254
	Iteration 10Q: 3 clusters Score -688350.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -688365.437500 Penalty: 4268.635254
	Iteration 11Q: 3 clusters Score -688365.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -688378.125000 Penalty: 4268.635254
	Iteration 12Q: 3 clusters Score -688378.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -688389.875000 Penalty: 4268.635254
	Iteration 13Q: 3 clusters Score -688389.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -688402.812500 Penalty: 4268.635254
	Iteration 14Q: 3 clusters Score -688402.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -688413.062500 Penalty: 4268.635254
	Iteration 15Q: 3 clusters Score -688413.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -688422.375000 Penalty: 4268.635254
	Iteration 16Q: 3 clusters Score -688422.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -688435.125000 Penalty: 4268.635254
	Iteration 17Q: 3 clusters Score -688435.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -688451.125000 Penalty: 4268.635254
	Iteration 18Q: 3 clusters Score -688451.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -688466.000000 Penalty: 4268.635254
	Iteration 19Q: 3 clusters Score -688466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -688478.937500 Penalty: 4268.635254
	Iteration 20F: 3 clusters Score -688478.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -688497.375000 Penalty: 4268.635254
	Iteration 21Q: 3 clusters Score -688497.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -688516.312500 Penalty: 4268.635254
	Iteration 22Q: 3 clusters Score -688516.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -688533.687500 Penalty: 4268.635254
	Iteration 23Q: 3 clusters Score -688533.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -688549.875000 Penalty: 4268.635254
	Iteration 24Q: 3 clusters Score -688549.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -688565.687500 Penalty: 4268.635254
	Iteration 25Q: 3 clusters Score -688565.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -688582.062500 Penalty: 4268.635254
	Iteration 26Q: 3 clusters Score -688582.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -688595.937500 Penalty: 4268.635254
	Iteration 27Q: 3 clusters Score -688595.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -688609.437500 Penalty: 4268.635254
	Iteration 28Q: 3 clusters Score -688609.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -688619.937500 Penalty: 4268.635254
	Iteration 29Q: 3 clusters Score -688619.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -688641.312500 Penalty: 4268.635254
	Iteration 30Q: 3 clusters Score -688641.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -688661.125000 Penalty: 4268.635254
	Iteration 31Q: 3 clusters Score -688661.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -688674.750000 Penalty: 4268.635254
	Iteration 32Q: 3 clusters Score -688674.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -688684.250000 Penalty: 4268.635254
	Iteration 33Q: 3 clusters Score -688684.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -688698.812500 Penalty: 4268.635254
	Iteration 34Q: 3 clusters Score -688698.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -688715.812500 Penalty: 4268.635254
	Iteration 35Q: 3 clusters Score -688715.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -688730.375000 Penalty: 4268.635254
	Iteration 36Q: 3 clusters Score -688730.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -688746.000000 Penalty: 4268.635254
	Iteration 37Q: 3 clusters Score -688746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -688761.875000 Penalty: 4268.635254
	Iteration 38Q: 3 clusters Score -688761.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -688782.625000 Penalty: 4268.635254
	Iteration 39Q: 3 clusters Score -688782.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -688801.500000 Penalty: 4268.635254
	Iteration 40F: 3 clusters Score -688801.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -688826.937500 Penalty: 4268.635254
	Iteration 41Q: 3 clusters Score -688826.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -688848.125000 Penalty: 4268.635254
	Iteration 42Q: 3 clusters Score -688848.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -688871.125000 Penalty: 4268.635254
	Iteration 43Q: 3 clusters Score -688871.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -688894.375000 Penalty: 4268.635254
	Iteration 44Q: 3 clusters Score -688894.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -688912.187500 Penalty: 4268.635254
	Iteration 45Q: 3 clusters Score -688912.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -688931.875000 Penalty: 4268.635254
	Iteration 46Q: 3 clusters Score -688931.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -688950.625000 Penalty: 4268.635254
	Iteration 47Q: 3 clusters Score -688950.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -688963.812500 Penalty: 4268.635254
	Iteration 48Q: 3 clusters Score -688963.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -688976.187500 Penalty: 4268.635254
	Iteration 49Q: 3 clusters Score -688976.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -688986.812500 Penalty: 4268.635254
	Iteration 50Q: 3 clusters Score -688986.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -688996.937500 Penalty: 4268.635254
	Iteration 51Q: 3 clusters Score -688996.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -689011.687500 Penalty: 4268.635254
	Iteration 52Q: 3 clusters Score -689011.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -689024.250000 Penalty: 4268.635254
	Iteration 53Q: 3 clusters Score -689024.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -689041.625000 Penalty: 4268.635254
	Iteration 54Q: 3 clusters Score -689041.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -689051.875000 Penalty: 4268.635254
	Iteration 55Q: 3 clusters Score -689051.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -689059.250000 Penalty: 4268.635254
	Iteration 56Q: 3 clusters Score -689059.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -689068.562500 Penalty: 4268.635254
	Iteration 57Q: 3 clusters Score -689068.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -689079.000000 Penalty: 4268.635254
	Iteration 58Q: 3 clusters Score -689079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -689084.687500 Penalty: 4268.635254
	Iteration 59Q: 3 clusters Score -689084.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -689089.437500 Penalty: 4268.635254
	Iteration 60F: 3 clusters Score -689089.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -689096.687500 Penalty: 4268.635254
	Iteration 61Q: 3 clusters Score -689096.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -689105.937500 Penalty: 4268.635254
	Iteration 62Q: 3 clusters Score -689105.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -689117.812500 Penalty: 4268.635254
	Iteration 63Q: 3 clusters Score -689117.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -689133.187500 Penalty: 4268.635254
	Iteration 64Q: 3 clusters Score -689133.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -689152.250000 Penalty: 4268.635254
	Iteration 65Q: 3 clusters Score -689152.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -689170.625000 Penalty: 4268.635254
	Iteration 66Q: 3 clusters Score -689170.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -689191.000000 Penalty: 4268.635254
	Iteration 67Q: 3 clusters Score -689191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -689208.437500 Penalty: 4268.635254
	Iteration 68Q: 3 clusters Score -689208.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -689220.750000 Penalty: 4268.635254
	Iteration 69Q: 3 clusters Score -689220.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -689231.562500 Penalty: 4268.635254
	Iteration 70Q: 3 clusters Score -689231.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -689240.937500 Penalty: 4268.635254
	Iteration 71Q: 3 clusters Score -689240.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -689248.625000 Penalty: 4268.635254
	Iteration 72Q: 3 clusters Score -689248.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -689258.500000 Penalty: 4268.635254
	Iteration 73Q: 3 clusters Score -689258.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -689269.937500 Penalty: 4268.635254
	Iteration 74Q: 3 clusters Score -689269.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -689280.937500 Penalty: 4268.635254
	Iteration 75Q: 3 clusters Score -689280.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -689295.000000 Penalty: 4268.635254
	Iteration 76Q: 3 clusters Score -689295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -689306.312500 Penalty: 4268.635254
	Iteration 77Q: 3 clusters Score -689306.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -689327.875000 Penalty: 4268.635254
	Iteration 78Q: 3 clusters Score -689327.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -689343.687500 Penalty: 4268.635254
	Iteration 79Q: 3 clusters Score -689343.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -689362.312500 Penalty: 4268.635254
	Iteration 80F: 3 clusters Score -689362.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -689377.875000 Penalty: 4268.635254
	Iteration 81Q: 3 clusters Score -689377.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -689390.312500 Penalty: 4268.635254
	Iteration 82Q: 3 clusters Score -689390.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -689401.187500 Penalty: 4268.635254
	Iteration 83Q: 3 clusters Score -689401.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -689410.687500 Penalty: 4268.635254
	Iteration 84Q: 3 clusters Score -689410.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -689415.437500 Penalty: 4268.635254
	Iteration 85Q: 3 clusters Score -689415.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -689420.125000 Penalty: 4268.635254
	Iteration 86Q: 3 clusters Score -689420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -689422.625000 Penalty: 4268.635254
	Iteration 87Q: 3 clusters Score -689422.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -689427.125000 Penalty: 4268.635254
	Iteration 88Q: 3 clusters Score -689427.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -689429.437500 Penalty: 4268.635254
	Iteration 89Q: 3 clusters Score -689429.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -689434.250000 Penalty: 4268.635254
	Iteration 90Q: 3 clusters Score -689434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -689433.500000 Penalty: 4268.635254
	Iteration 91Q: 3 clusters Score -689433.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -689433.500000 Penalty: 4268.635254
	Iteration 92F: 3 clusters Score -689433.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -25444.455078 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -25444.46 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 154 members 
Entering Unmasked Estep 
Score: -24225.298828 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -24225.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24410.468750 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -24410.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24477.835938 Penalty: 2787.718750
	Iteration 2Q: 3 clusters Score -24477.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24546.218750 Penalty: 2787.718750
	Iteration 3Q: 3 clusters Score -24546.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24564.111328 Penalty: 2787.718750
	Iteration 4Q: 3 clusters Score -24564.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24577.486328 Penalty: 2787.718750
	Iteration 5Q: 3 clusters Score -24577.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24594.656250 Penalty: 2787.718750
	Iteration 6Q: 3 clusters Score -24594.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24597.119141 Penalty: 2787.718750
	Iteration 7Q: 3 clusters Score -24597.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24597.119141 Penalty: 2787.718750
	Iteration 8F: 3 clusters Score -24597.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (177837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177837 members 
Entering Unmasked Estep 
Score: -22625172.000000 Penalty: 2997.978516
	Iteration 0F: 2 clusters Score -2.262517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89066 members 
Mstep: Class 2 contains 88771 members 
Entering Unmasked Estep 
Score: -22511084.000000 Penalty: 5995.957031
	Iteration 0F: 3 clusters Score -2.251108e+07 nChanged 85133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90339 members 
Mstep: Class 2 contains 87498 members 
Entering Unmasked Estep 
Score: -22559988.000000 Penalty: 5995.957031
	Iteration 1F: 3 clusters Score -2.255999e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91097 members 
Mstep: Class 2 contains 86740 members 
Entering Unmasked Estep 
Score: -22560850.000000 Penalty: 5995.957031
	Iteration 2Q: 3 clusters Score -2.256085e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92305 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
Score: -22561596.000000 Penalty: 5995.957031
	Iteration 3Q: 3 clusters Score -2.25616e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 83677 members 
Entering Unmasked Estep 
Score: -22562622.000000 Penalty: 5995.957031
	Iteration 4Q: 3 clusters Score -2.256262e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96921 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -22564078.000000 Penalty: 5995.957031
	Iteration 5Q: 3 clusters Score -2.256408e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101185 members 
Mstep: Class 2 contains 76652 members 
Entering Unmasked Estep 
Score: -22565962.000000 Penalty: 5995.957031
	Iteration 6Q: 3 clusters Score -2.256596e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107447 members 
Mstep: Class 2 contains 70390 members 
Entering Unmasked Estep 
Score: -22569290.000000 Penalty: 5995.957031
	Iteration 7Q: 3 clusters Score -2.256929e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116405 members 
Mstep: Class 2 contains 61432 members 
Entering Unmasked Estep 
Score: -22574802.000000 Penalty: 5995.957031
	Iteration 8F: 3 clusters Score -2.25748e+07 nChanged 11919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128178 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -22583852.000000 Penalty: 5995.957031
	Iteration 9F: 3 clusters Score -2.258385e+07 nChanged 13673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141825 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -22595902.000000 Penalty: 5995.957031
	Iteration 10F: 3 clusters Score -2.25959e+07 nChanged 12881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154700 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -22607400.000000 Penalty: 5995.957031
	Iteration 11F: 3 clusters Score -2.26074e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164708 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -22615220.000000 Penalty: 5995.957031
	Iteration 12F: 3 clusters Score -2.261522e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171076 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -22619162.000000 Penalty: 5995.957031
	Iteration 13Q: 3 clusters Score -2.261916e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174503 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -22621128.000000 Penalty: 5995.957031
	Iteration 14Q: 3 clusters Score -2.262113e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176027 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -22621996.000000 Penalty: 5995.957031
	Iteration 15Q: 3 clusters Score -2.2622e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176686 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -22622272.000000 Penalty: 5995.957031
	Iteration 16Q: 3 clusters Score -2.262227e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176993 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -22622434.000000 Penalty: 5995.957031
	Iteration 17Q: 3 clusters Score -2.262243e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177143 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -22622520.000000 Penalty: 5995.957031
	Iteration 18Q: 3 clusters Score -2.262252e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177234 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -22622546.000000 Penalty: 5995.957031
	Iteration 19Q: 3 clusters Score -2.262255e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177290 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -22622616.000000 Penalty: 5995.957031
	Iteration 20F: 3 clusters Score -2.262262e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177321 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -22622638.000000 Penalty: 5995.957031
	Iteration 21Q: 3 clusters Score -2.262264e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177346 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -22622660.000000 Penalty: 5995.957031
	Iteration 22Q: 3 clusters Score -2.262266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177365 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22622676.000000 Penalty: 5995.957031
	Iteration 23Q: 3 clusters Score -2.262268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177376 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22622686.000000 Penalty: 5995.957031
	Iteration 24Q: 3 clusters Score -2.262269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177378 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -22622684.000000 Penalty: 5995.957031
	Iteration 25Q: 3 clusters Score -2.262268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177381 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -22622682.000000 Penalty: 5995.957031
	Iteration 26Q: 3 clusters Score -2.262268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177388 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -22622696.000000 Penalty: 5995.957031
	Iteration 27Q: 3 clusters Score -2.26227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177388 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -22622690.000000 Penalty: 5995.957031
	Iteration 28Q: 3 clusters Score -2.262269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177388 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -22622700.000000 Penalty: 5995.957031
	Iteration 29Q: 3 clusters Score -2.26227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177387 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -22622710.000000 Penalty: 5995.957031
	Iteration 30Q: 3 clusters Score -2.262271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177388 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -22622712.000000 Penalty: 5995.957031
	Iteration 31Q: 3 clusters Score -2.262271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177391 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -22622714.000000 Penalty: 5995.957031
	Iteration 32Q: 3 clusters Score -2.262271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177397 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22622738.000000 Penalty: 5995.957031
	Iteration 33Q: 3 clusters Score -2.262274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177397 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22622746.000000 Penalty: 5995.957031
	Iteration 34Q: 3 clusters Score -2.262275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177398 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -22622740.000000 Penalty: 5995.957031
	Iteration 35Q: 3 clusters Score -2.262274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177399 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -22622748.000000 Penalty: 5995.957031
	Iteration 36Q: 3 clusters Score -2.262275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177402 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -22622756.000000 Penalty: 5995.957031
	Iteration 37Q: 3 clusters Score -2.262276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177401 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -22622758.000000 Penalty: 5995.957031
	Iteration 38Q: 3 clusters Score -2.262276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177400 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -22622760.000000 Penalty: 5995.957031
	Iteration 39Q: 3 clusters Score -2.262276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177400 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -22622760.000000 Penalty: 5995.957031
	Iteration 40F: 3 clusters Score -2.262276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -84659.625000 Penalty: 1666.015625
	Iteration 0F: 2 clusters Score -84659.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82954.640625 Penalty: 3332.031250
	Iteration 0F: 3 clusters Score -82954.64 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -83581.492188 Penalty: 3332.031250
	Iteration 1F: 3 clusters Score -83581.49 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -84207.015625 Penalty: 3332.031250
	Iteration 2F: 3 clusters Score -84207.02 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84726.781250 Penalty: 3332.031250
	Iteration 3F: 3 clusters Score -84726.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85087.460938 Penalty: 3332.031250
	Iteration 4F: 3 clusters Score -85087.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85520.164062 Penalty: 3332.031250
	Iteration 5F: 3 clusters Score -85520.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85766.187500 Penalty: 3332.031250
	Iteration 6Q: 3 clusters Score -85766.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -85895.109375 Penalty: 3332.031250
	Iteration 7Q: 3 clusters Score -85895.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85985.125000 Penalty: 3332.031250
	Iteration 8Q: 3 clusters Score -85985.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -86043.914062 Penalty: 3332.031250
	Iteration 9Q: 3 clusters Score -86043.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -86067.367188 Penalty: 3332.031250
	Iteration 10Q: 3 clusters Score -86067.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -86075.242188 Penalty: 3332.031250
	Iteration 11Q: 3 clusters Score -86075.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -86084.023438 Penalty: 3332.031250
	Iteration 12Q: 3 clusters Score -86084.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -86100.867188 Penalty: 3332.031250
	Iteration 13F: 3 clusters Score -86100.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -86278.914062 Penalty: 3332.031250
	Iteration 14Q: 3 clusters Score -86278.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86533.851562 Penalty: 3332.031250
	Iteration 15Q: 3 clusters Score -86533.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -86535.335938 Penalty: 3332.031250
	Iteration 16Q: 3 clusters Score -86535.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -86535.335938 Penalty: 3332.031250
	Iteration 17F: 3 clusters Score -86535.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 143603 members 
Mstep: Class 3 contains 5465 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 177837 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7826 members 
Mstep: Class 10 contains 152800 members 
Mstep: Class 11 contains 68920 members 
Mstep: Class 12 contains 164469 members 
Mstep: Class 13 contains 8718 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 143026 members 
Mstep: Class 16 contains 68465 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 24469 members 
Mstep: Class 19 contains 162987 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 143390 members 
Mstep: Class 22 contains 433 members 
Entering Unmasked Estep 
Score: -161325296.000000 Penalty: 76770.804688
Splitting cluster 6 changes total score from -161324880.000000 to -161325296.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -773528.812500 Penalty: 2174.452148
	Iteration 0F: 2 clusters Score -773528.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -768196.625000 Penalty: 4348.904297
	Iteration 0F: 3 clusters Score -768196.6 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -769773.500000 Penalty: 4348.904297
	Iteration 1F: 3 clusters Score -769773.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -770241.250000 Penalty: 4348.904297
	Iteration 2F: 3 clusters Score -770241.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -770652.875000 Penalty: 4348.904297
	Iteration 3F: 3 clusters Score -770652.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -771035.250000 Penalty: 4348.904297
	Iteration 4F: 3 clusters Score -771035.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -771331.000000 Penalty: 4348.904297
	Iteration 5F: 3 clusters Score -771331 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -771562.125000 Penalty: 4348.904297
	Iteration 6Q: 3 clusters Score -771562.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -771756.625000 Penalty: 4348.904297
	Iteration 7Q: 3 clusters Score -771756.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -771869.437500 Penalty: 4348.904297
	Iteration 8Q: 3 clusters Score -771869.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -771960.750000 Penalty: 4348.904297
	Iteration 9Q: 3 clusters Score -771960.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -772020.875000 Penalty: 4348.904297
	Iteration 10Q: 3 clusters Score -772020.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -772067.062500 Penalty: 4348.904297
	Iteration 11Q: 3 clusters Score -772067.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -772116.625000 Penalty: 4348.904297
	Iteration 12Q: 3 clusters Score -772116.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -772160.125000 Penalty: 4348.904297
	Iteration 13Q: 3 clusters Score -772160.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -772197.250000 Penalty: 4348.904297
	Iteration 14Q: 3 clusters Score -772197.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -772230.812500 Penalty: 4348.904297
	Iteration 15Q: 3 clusters Score -772230.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -772250.687500 Penalty: 4348.904297
	Iteration 16Q: 3 clusters Score -772250.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -772264.875000 Penalty: 4348.904297
	Iteration 17Q: 3 clusters Score -772264.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -772273.812500 Penalty: 4348.904297
	Iteration 18Q: 3 clusters Score -772273.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -772283.812500 Penalty: 4348.904297
	Iteration 19Q: 3 clusters Score -772283.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -772293.250000 Penalty: 4348.904297
	Iteration 20F: 3 clusters Score -772293.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -772300.312500 Penalty: 4348.904297
	Iteration 21Q: 3 clusters Score -772300.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -772303.562500 Penalty: 4348.904297
	Iteration 22Q: 3 clusters Score -772303.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -772310.812500 Penalty: 4348.904297
	Iteration 23Q: 3 clusters Score -772310.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -772312.750000 Penalty: 4348.904297
	Iteration 24Q: 3 clusters Score -772312.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -772315.500000 Penalty: 4348.904297
	Iteration 25Q: 3 clusters Score -772315.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -772318.312500 Penalty: 4348.904297
	Iteration 26Q: 3 clusters Score -772318.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -772320.250000 Penalty: 4348.904297
	Iteration 27Q: 3 clusters Score -772320.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -772321.937500 Penalty: 4348.904297
	Iteration 28Q: 3 clusters Score -772321.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -772323.562500 Penalty: 4348.904297
	Iteration 29Q: 3 clusters Score -772323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -772322.687500 Penalty: 4348.904297
	Iteration 30Q: 3 clusters Score -772322.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -772323.500000 Penalty: 4348.904297
	Iteration 31Q: 3 clusters Score -772323.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -772323.500000 Penalty: 4348.904297
	Iteration 32F: 3 clusters Score -772323.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -116728.570312 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -116728.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -114728.312500 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -114728.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -115392.765625 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -115392.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -115922.828125 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -115922.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -116328.039062 Penalty: 3480.683105
	Iteration 3F: 3 clusters Score -116328 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -117040.609375 Penalty: 3480.683105
	Iteration 4F: 3 clusters Score -117040.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -117252.484375 Penalty: 3480.683105
	Iteration 5F: 3 clusters Score -117252.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117463.765625 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -117463.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117541.140625 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -117541.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -117569.539062 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -117569.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -117653.617188 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -117653.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -117747.078125 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -117747.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -117761.242188 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -117761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -117762.164062 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -117762.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -117762.164062 Penalty: 3480.683105
	Iteration 13F: 3 clusters Score -117762.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 143603 members 
Mstep: Class 3 contains 5465 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 177837 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 504 members 
Mstep: Class 9 contains 7826 members 
Mstep: Class 10 contains 152800 members 
Mstep: Class 11 contains 68920 members 
Mstep: Class 12 contains 164469 members 
Mstep: Class 13 contains 8718 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 143026 members 
Mstep: Class 16 contains 68465 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 24469 members 
Mstep: Class 19 contains 162987 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 143390 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 612 members 
Entering Unmasked Estep 
Score: -161324496.000000 Penalty: 80260.382812
Splitting cluster 8 changes total score from -161324880.000000 to -161324496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (7826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Entering Unmasked Estep 
Score: -993215.125000 Penalty: 2223.371338
	Iteration 0F: 2 clusters Score -993215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -986866.437500 Penalty: 4446.742676
	Iteration 0F: 3 clusters Score -986866.4 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -988637.437500 Penalty: 4446.742676
	Iteration 1F: 3 clusters Score -988637.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -988888.500000 Penalty: 4446.742676
	Iteration 2F: 3 clusters Score -988888.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -989096.500000 Penalty: 4446.742676
	Iteration 3Q: 3 clusters Score -989096.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -989314.625000 Penalty: 4446.742676
	Iteration 4Q: 3 clusters Score -989314.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -989591.125000 Penalty: 4446.742676
	Iteration 5Q: 3 clusters Score -989591.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -989828.062500 Penalty: 4446.742676
	Iteration 6Q: 3 clusters Score -989828.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -990087.750000 Penalty: 4446.742676
	Iteration 7Q: 3 clusters Score -990087.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -990350.937500 Penalty: 4446.742676
	Iteration 8Q: 3 clusters Score -990350.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -990621.937500 Penalty: 4446.742676
	Iteration 9Q: 3 clusters Score -990621.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -990908.812500 Penalty: 4446.742676
	Iteration 10Q: 3 clusters Score -990908.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -991156.562500 Penalty: 4446.742676
	Iteration 11Q: 3 clusters Score -991156.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -991350.125000 Penalty: 4446.742676
	Iteration 12Q: 3 clusters Score -991350.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -991499.062500 Penalty: 4446.742676
	Iteration 13Q: 3 clusters Score -991499.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -991602.500000 Penalty: 4446.742676
	Iteration 14Q: 3 clusters Score -991602.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -991666.812500 Penalty: 4446.742676
	Iteration 15Q: 3 clusters Score -991666.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -991715.625000 Penalty: 4446.742676
	Iteration 16Q: 3 clusters Score -991715.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -991756.312500 Penalty: 4446.742676
	Iteration 17Q: 3 clusters Score -991756.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -991782.375000 Penalty: 4446.742676
	Iteration 18Q: 3 clusters Score -991782.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -991804.437500 Penalty: 4446.742676
	Iteration 19Q: 3 clusters Score -991804.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -991821.625000 Penalty: 4446.742676
	Iteration 20F: 3 clusters Score -991821.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -991828.750000 Penalty: 4446.742676
	Iteration 21Q: 3 clusters Score -991828.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -991829.625000 Penalty: 4446.742676
	Iteration 22Q: 3 clusters Score -991829.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -991829.562500 Penalty: 4446.742676
	Iteration 23Q: 3 clusters Score -991829.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -991832.312500 Penalty: 4446.742676
	Iteration 24Q: 3 clusters Score -991832.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -991834.125000 Penalty: 4446.742676
	Iteration 25Q: 3 clusters Score -991834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -991834.687500 Penalty: 4446.742676
	Iteration 26Q: 3 clusters Score -991834.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -991837.437500 Penalty: 4446.742676
	Iteration 27Q: 3 clusters Score -991837.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -991838.875000 Penalty: 4446.742676
	Iteration 28Q: 3 clusters Score -991838.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -991840.875000 Penalty: 4446.742676
	Iteration 29Q: 3 clusters Score -991840.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -991843.125000 Penalty: 4446.742676
	Iteration 30Q: 3 clusters Score -991843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -991845.187500 Penalty: 4446.742676
	Iteration 31Q: 3 clusters Score -991845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -991845.062500 Penalty: 4446.742676
	Iteration 32Q: 3 clusters Score -991845.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -991846.000000 Penalty: 4446.742676
	Iteration 33Q: 3 clusters Score -991846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -991846.000000 Penalty: 4446.742676
	Iteration 34F: 3 clusters Score -991846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (152800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152800 members 
Entering Unmasked Estep 
Score: -19615706.000000 Penalty: 2960.347412
	Iteration 0F: 2 clusters Score -1.961571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
Score: -19515418.000000 Penalty: 5920.694824
	Iteration 0F: 3 clusters Score -1.951542e+07 nChanged 72890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 77045 members 
Entering Unmasked Estep 
Score: -19557682.000000 Penalty: 5920.694824
	Iteration 1F: 3 clusters Score -1.955768e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -19558634.000000 Penalty: 5920.694824
	Iteration 2Q: 3 clusters Score -1.955863e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -19559496.000000 Penalty: 5920.694824
	Iteration 3Q: 3 clusters Score -1.95595e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74657 members 
Mstep: Class 2 contains 78143 members 
Entering Unmasked Estep 
Score: -19560460.000000 Penalty: 5920.694824
	Iteration 4Q: 3 clusters Score -1.956046e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74125 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -19561342.000000 Penalty: 5920.694824
	Iteration 5Q: 3 clusters Score -1.956134e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73430 members 
Mstep: Class 2 contains 79370 members 
Entering Unmasked Estep 
Score: -19562442.000000 Penalty: 5920.694824
	Iteration 6Q: 3 clusters Score -1.956244e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72538 members 
Mstep: Class 2 contains 80262 members 
Entering Unmasked Estep 
Score: -19564004.000000 Penalty: 5920.694824
	Iteration 7Q: 3 clusters Score -1.9564e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71522 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -19565850.000000 Penalty: 5920.694824
	Iteration 8Q: 3 clusters Score -1.956585e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 82513 members 
Entering Unmasked Estep 
Score: -19568174.000000 Penalty: 5920.694824
	Iteration 9Q: 3 clusters Score -1.956817e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 83780 members 
Entering Unmasked Estep 
Score: -19571778.000000 Penalty: 5920.694824
	Iteration 10Q: 3 clusters Score -1.957178e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 84925 members 
Entering Unmasked Estep 
Score: -19577284.000000 Penalty: 5920.694824
	Iteration 11F: 3 clusters Score -1.957728e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67257 members 
Mstep: Class 2 contains 85543 members 
Entering Unmasked Estep 
Score: -19584184.000000 Penalty: 5920.694824
	Iteration 12F: 3 clusters Score -1.958418e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 85645 members 
Entering Unmasked Estep 
Score: -19589862.000000 Penalty: 5920.694824
	Iteration 13F: 3 clusters Score -1.958986e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67231 members 
Mstep: Class 2 contains 85569 members 
Entering Unmasked Estep 
Score: -19592436.000000 Penalty: 5920.694824
	Iteration 14Q: 3 clusters Score -1.959244e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 85623 members 
Entering Unmasked Estep 
Score: -19593256.000000 Penalty: 5920.694824
	Iteration 15Q: 3 clusters Score -1.959326e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 85632 members 
Entering Unmasked Estep 
Score: -19593694.000000 Penalty: 5920.694824
	Iteration 16Q: 3 clusters Score -1.959369e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 85699 members 
Entering Unmasked Estep 
Score: -19594114.000000 Penalty: 5920.694824
	Iteration 17Q: 3 clusters Score -1.959411e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 85670 members 
Entering Unmasked Estep 
Score: -19594528.000000 Penalty: 5920.694824
	Iteration 18Q: 3 clusters Score -1.959453e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
Score: -19595014.000000 Penalty: 5920.694824
	Iteration 19Q: 3 clusters Score -1.959501e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67484 members 
Mstep: Class 2 contains 85316 members 
Entering Unmasked Estep 
Score: -19595498.000000 Penalty: 5920.694824
	Iteration 20F: 3 clusters Score -1.95955e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67793 members 
Mstep: Class 2 contains 85007 members 
Entering Unmasked Estep 
Score: -19595848.000000 Penalty: 5920.694824
	Iteration 21Q: 3 clusters Score -1.959585e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 84690 members 
Entering Unmasked Estep 
Score: -19596266.000000 Penalty: 5920.694824
	Iteration 22Q: 3 clusters Score -1.959627e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 84292 members 
Entering Unmasked Estep 
Score: -19596640.000000 Penalty: 5920.694824
	Iteration 23Q: 3 clusters Score -1.959664e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68936 members 
Mstep: Class 2 contains 83864 members 
Entering Unmasked Estep 
Score: -19597136.000000 Penalty: 5920.694824
	Iteration 24Q: 3 clusters Score -1.959714e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -19597432.000000 Penalty: 5920.694824
	Iteration 25Q: 3 clusters Score -1.959743e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -19597850.000000 Penalty: 5920.694824
	Iteration 26Q: 3 clusters Score -1.959785e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 82506 members 
Entering Unmasked Estep 
Score: -19598144.000000 Penalty: 5920.694824
	Iteration 27Q: 3 clusters Score -1.959814e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 82022 members 
Entering Unmasked Estep 
Score: -19598346.000000 Penalty: 5920.694824
	Iteration 28Q: 3 clusters Score -1.959835e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -19598496.000000 Penalty: 5920.694824
	Iteration 29Q: 3 clusters Score -1.95985e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -19598762.000000 Penalty: 5920.694824
	Iteration 30Q: 3 clusters Score -1.959876e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72157 members 
Mstep: Class 2 contains 80643 members 
Entering Unmasked Estep 
Score: -19598918.000000 Penalty: 5920.694824
	Iteration 31Q: 3 clusters Score -1.959892e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -19599104.000000 Penalty: 5920.694824
	Iteration 32Q: 3 clusters Score -1.95991e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -19599202.000000 Penalty: 5920.694824
	Iteration 33Q: 3 clusters Score -1.95992e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73687 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -19599320.000000 Penalty: 5920.694824
	Iteration 34Q: 3 clusters Score -1.959932e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74249 members 
Mstep: Class 2 contains 78551 members 
Entering Unmasked Estep 
Score: -19599390.000000 Penalty: 5920.694824
	Iteration 35Q: 3 clusters Score -1.959939e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 78021 members 
Entering Unmasked Estep 
Score: -19599580.000000 Penalty: 5920.694824
	Iteration 36Q: 3 clusters Score -1.959958e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75289 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -19599690.000000 Penalty: 5920.694824
	Iteration 37Q: 3 clusters Score -1.959969e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75770 members 
Mstep: Class 2 contains 77030 members 
Entering Unmasked Estep 
Score: -19599704.000000 Penalty: 5920.694824
	Iteration 38Q: 3 clusters Score -1.95997e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76214 members 
Mstep: Class 2 contains 76586 members 
Entering Unmasked Estep 
Score: -19599894.000000 Penalty: 5920.694824
	Iteration 39Q: 3 clusters Score -1.959989e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
Score: -19599932.000000 Penalty: 5920.694824
	Iteration 40F: 3 clusters Score -1.959993e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77225 members 
Mstep: Class 2 contains 75575 members 
Entering Unmasked Estep 
Score: -19600022.000000 Penalty: 5920.694824
	Iteration 41Q: 3 clusters Score -1.960002e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77735 members 
Mstep: Class 2 contains 75065 members 
Entering Unmasked Estep 
Score: -19600152.000000 Penalty: 5920.694824
	Iteration 42Q: 3 clusters Score -1.960015e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78231 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -19600238.000000 Penalty: 5920.694824
	Iteration 43Q: 3 clusters Score -1.960024e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 74086 members 
Entering Unmasked Estep 
Score: -19600350.000000 Penalty: 5920.694824
	Iteration 44Q: 3 clusters Score -1.960035e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 73582 members 
Entering Unmasked Estep 
Score: -19600432.000000 Penalty: 5920.694824
	Iteration 45Q: 3 clusters Score -1.960043e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79717 members 
Mstep: Class 2 contains 73083 members 
Entering Unmasked Estep 
Score: -19600474.000000 Penalty: 5920.694824
	Iteration 46Q: 3 clusters Score -1.960047e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80220 members 
Mstep: Class 2 contains 72580 members 
Entering Unmasked Estep 
Score: -19600562.000000 Penalty: 5920.694824
	Iteration 47Q: 3 clusters Score -1.960056e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80717 members 
Mstep: Class 2 contains 72083 members 
Entering Unmasked Estep 
Score: -19600612.000000 Penalty: 5920.694824
	Iteration 48Q: 3 clusters Score -1.960061e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81187 members 
Mstep: Class 2 contains 71613 members 
Entering Unmasked Estep 
Score: -19600662.000000 Penalty: 5920.694824
	Iteration 49Q: 3 clusters Score -1.960066e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81708 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -19600724.000000 Penalty: 5920.694824
	Iteration 50Q: 3 clusters Score -1.960072e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 70565 members 
Entering Unmasked Estep 
Score: -19600754.000000 Penalty: 5920.694824
	Iteration 51Q: 3 clusters Score -1.960075e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82718 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -19600722.000000 Penalty: 5920.694824
	Iteration 52Q: 3 clusters Score -1.960072e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Mstep: Class 2 contains 69608 members 
Entering Unmasked Estep 
Score: -19600782.000000 Penalty: 5920.694824
	Iteration 53Q: 3 clusters Score -1.960078e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -19600828.000000 Penalty: 5920.694824
	Iteration 54Q: 3 clusters Score -1.960083e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 68531 members 
Entering Unmasked Estep 
Score: -19600942.000000 Penalty: 5920.694824
	Iteration 55Q: 3 clusters Score -1.960094e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84905 members 
Mstep: Class 2 contains 67895 members 
Entering Unmasked Estep 
Score: -19601044.000000 Penalty: 5920.694824
	Iteration 56Q: 3 clusters Score -1.960104e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85579 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -19601046.000000 Penalty: 5920.694824
	Iteration 57Q: 3 clusters Score -1.960105e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86289 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -19601114.000000 Penalty: 5920.694824
	Iteration 58Q: 3 clusters Score -1.960111e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87023 members 
Mstep: Class 2 contains 65777 members 
Entering Unmasked Estep 
Score: -19601186.000000 Penalty: 5920.694824
	Iteration 59Q: 3 clusters Score -1.960119e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -19601260.000000 Penalty: 5920.694824
	Iteration 60F: 3 clusters Score -1.960126e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88511 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -19601328.000000 Penalty: 5920.694824
	Iteration 61Q: 3 clusters Score -1.960133e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89271 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -19601380.000000 Penalty: 5920.694824
	Iteration 62Q: 3 clusters Score -1.960138e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -19601446.000000 Penalty: 5920.694824
	Iteration 63Q: 3 clusters Score -1.960145e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90808 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -19601484.000000 Penalty: 5920.694824
	Iteration 64Q: 3 clusters Score -1.960148e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91546 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -19601528.000000 Penalty: 5920.694824
	Iteration 65Q: 3 clusters Score -1.960153e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92311 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -19601610.000000 Penalty: 5920.694824
	Iteration 66Q: 3 clusters Score -1.960161e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93090 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -19601654.000000 Penalty: 5920.694824
	Iteration 67Q: 3 clusters Score -1.960165e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93879 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -19601672.000000 Penalty: 5920.694824
	Iteration 68Q: 3 clusters Score -1.960167e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94687 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -19601728.000000 Penalty: 5920.694824
	Iteration 69Q: 3 clusters Score -1.960173e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95520 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -19601758.000000 Penalty: 5920.694824
	Iteration 70Q: 3 clusters Score -1.960176e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -19601854.000000 Penalty: 5920.694824
	Iteration 71Q: 3 clusters Score -1.960185e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97346 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -19601994.000000 Penalty: 5920.694824
	Iteration 72Q: 3 clusters Score -1.960199e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98276 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -19602126.000000 Penalty: 5920.694824
	Iteration 73Q: 3 clusters Score -1.960213e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99221 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -19602216.000000 Penalty: 5920.694824
	Iteration 74Q: 3 clusters Score -1.960222e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100203 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -19602384.000000 Penalty: 5920.694824
	Iteration 75Q: 3 clusters Score -1.960238e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101214 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -19602496.000000 Penalty: 5920.694824
	Iteration 76Q: 3 clusters Score -1.96025e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102265 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -19602618.000000 Penalty: 5920.694824
	Iteration 77Q: 3 clusters Score -1.960262e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -19602790.000000 Penalty: 5920.694824
	Iteration 78Q: 3 clusters Score -1.960279e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104464 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -19602972.000000 Penalty: 5920.694824
	Iteration 79Q: 3 clusters Score -1.960297e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105583 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -19603106.000000 Penalty: 5920.694824
	Iteration 80F: 3 clusters Score -1.960311e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106729 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -19603310.000000 Penalty: 5920.694824
	Iteration 81Q: 3 clusters Score -1.960331e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108005 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -19603558.000000 Penalty: 5920.694824
	Iteration 82Q: 3 clusters Score -1.960356e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109310 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -19603762.000000 Penalty: 5920.694824
	Iteration 83Q: 3 clusters Score -1.960376e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110625 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -19604048.000000 Penalty: 5920.694824
	Iteration 84Q: 3 clusters Score -1.960405e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112062 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -19604300.000000 Penalty: 5920.694824
	Iteration 85Q: 3 clusters Score -1.96043e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113545 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -19604600.000000 Penalty: 5920.694824
	Iteration 86Q: 3 clusters Score -1.96046e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115004 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -19604906.000000 Penalty: 5920.694824
	Iteration 87Q: 3 clusters Score -1.960491e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116476 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -19605228.000000 Penalty: 5920.694824
	Iteration 88Q: 3 clusters Score -1.960523e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117931 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -19605554.000000 Penalty: 5920.694824
	Iteration 89Q: 3 clusters Score -1.960555e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119377 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -19605920.000000 Penalty: 5920.694824
	Iteration 90Q: 3 clusters Score -1.960592e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120770 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -19606126.000000 Penalty: 5920.694824
	Iteration 91Q: 3 clusters Score -1.960613e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122201 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -19606316.000000 Penalty: 5920.694824
	Iteration 92Q: 3 clusters Score -1.960632e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123703 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -19606726.000000 Penalty: 5920.694824
	Iteration 93Q: 3 clusters Score -1.960673e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125238 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -19607080.000000 Penalty: 5920.694824
	Iteration 94Q: 3 clusters Score -1.960708e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126743 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -19607470.000000 Penalty: 5920.694824
	Iteration 95Q: 3 clusters Score -1.960747e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128275 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -19607790.000000 Penalty: 5920.694824
	Iteration 96Q: 3 clusters Score -1.960779e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129771 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -19608224.000000 Penalty: 5920.694824
	Iteration 97Q: 3 clusters Score -1.960822e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131256 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -19608532.000000 Penalty: 5920.694824
	Iteration 98Q: 3 clusters Score -1.960853e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132776 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -19608904.000000 Penalty: 5920.694824
	Iteration 99Q: 3 clusters Score -1.96089e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134328 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -19609316.000000 Penalty: 5920.694824
	Iteration 100F: 3 clusters Score -1.960932e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135787 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -19609768.000000 Penalty: 5920.694824
	Iteration 101Q: 3 clusters Score -1.960977e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137147 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -19610240.000000 Penalty: 5920.694824
	Iteration 102Q: 3 clusters Score -1.961024e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138402 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -19610588.000000 Penalty: 5920.694824
	Iteration 103Q: 3 clusters Score -1.961059e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139629 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -19611082.000000 Penalty: 5920.694824
	Iteration 104Q: 3 clusters Score -1.961108e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140810 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -19611466.000000 Penalty: 5920.694824
	Iteration 105Q: 3 clusters Score -1.961147e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141909 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -19611870.000000 Penalty: 5920.694824
	Iteration 106Q: 3 clusters Score -1.961187e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142980 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -19612180.000000 Penalty: 5920.694824
	Iteration 107Q: 3 clusters Score -1.961218e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143976 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -19612406.000000 Penalty: 5920.694824
	Iteration 108Q: 3 clusters Score -1.961241e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144835 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -19612680.000000 Penalty: 5920.694824
	Iteration 109Q: 3 clusters Score -1.961268e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145641 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -19612838.000000 Penalty: 5920.694824
	Iteration 110Q: 3 clusters Score -1.961284e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146353 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -19613064.000000 Penalty: 5920.694824
	Iteration 111Q: 3 clusters Score -1.961306e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147049 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -19613206.000000 Penalty: 5920.694824
	Iteration 112Q: 3 clusters Score -1.961321e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147680 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -19613370.000000 Penalty: 5920.694824
	Iteration 113Q: 3 clusters Score -1.961337e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148224 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -19613426.000000 Penalty: 5920.694824
	Iteration 114Q: 3 clusters Score -1.961343e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148691 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -19613394.000000 Penalty: 5920.694824
	Iteration 115Q: 3 clusters Score -1.961339e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149082 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -19613478.000000 Penalty: 5920.694824
	Iteration 116Q: 3 clusters Score -1.961348e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149422 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -19613456.000000 Penalty: 5920.694824
	Iteration 117Q: 3 clusters Score -1.961346e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149708 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -19613532.000000 Penalty: 5920.694824
	Iteration 118Q: 3 clusters Score -1.961353e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149966 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -19613528.000000 Penalty: 5920.694824
	Iteration 119Q: 3 clusters Score -1.961353e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150193 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -19613566.000000 Penalty: 5920.694824
	Iteration 120F: 3 clusters Score -1.961357e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150371 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -19613562.000000 Penalty: 5920.694824
	Iteration 121Q: 3 clusters Score -1.961356e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150529 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -19613580.000000 Penalty: 5920.694824
	Iteration 122Q: 3 clusters Score -1.961358e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150653 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -19613586.000000 Penalty: 5920.694824
	Iteration 123Q: 3 clusters Score -1.961359e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150761 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -19613558.000000 Penalty: 5920.694824
	Iteration 124Q: 3 clusters Score -1.961356e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150850 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -19613558.000000 Penalty: 5920.694824
	Iteration 125Q: 3 clusters Score -1.961356e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150950 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -19613592.000000 Penalty: 5920.694824
	Iteration 126Q: 3 clusters Score -1.961359e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151031 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -19613616.000000 Penalty: 5920.694824
	Iteration 127Q: 3 clusters Score -1.961362e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151095 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -19613616.000000 Penalty: 5920.694824
	Iteration 128Q: 3 clusters Score -1.961362e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151141 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -19613608.000000 Penalty: 5920.694824
	Iteration 129Q: 3 clusters Score -1.961361e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151187 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -19613586.000000 Penalty: 5920.694824
	Iteration 130Q: 3 clusters Score -1.961359e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151223 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -19613570.000000 Penalty: 5920.694824
	Iteration 131Q: 3 clusters Score -1.961357e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151251 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -19613602.000000 Penalty: 5920.694824
	Iteration 132Q: 3 clusters Score -1.96136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151271 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -19613594.000000 Penalty: 5920.694824
	Iteration 133Q: 3 clusters Score -1.961359e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151292 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -19613610.000000 Penalty: 5920.694824
	Iteration 134Q: 3 clusters Score -1.961361e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151319 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -19613638.000000 Penalty: 5920.694824
	Iteration 135Q: 3 clusters Score -1.961364e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151350 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -19613628.000000 Penalty: 5920.694824
	Iteration 136Q: 3 clusters Score -1.961363e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151382 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -19613632.000000 Penalty: 5920.694824
	Iteration 137Q: 3 clusters Score -1.961363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151399 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -19613624.000000 Penalty: 5920.694824
	Iteration 138Q: 3 clusters Score -1.961362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151416 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -19613632.000000 Penalty: 5920.694824
	Iteration 139Q: 3 clusters Score -1.961363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151442 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -19613626.000000 Penalty: 5920.694824
	Iteration 140F: 3 clusters Score -1.961363e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151466 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -19613620.000000 Penalty: 5920.694824
	Iteration 141Q: 3 clusters Score -1.961362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151486 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -19613606.000000 Penalty: 5920.694824
	Iteration 142Q: 3 clusters Score -1.961361e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151503 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -19613600.000000 Penalty: 5920.694824
	Iteration 143Q: 3 clusters Score -1.96136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151519 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -19613590.000000 Penalty: 5920.694824
	Iteration 144Q: 3 clusters Score -1.961359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151531 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -19613598.000000 Penalty: 5920.694824
	Iteration 145Q: 3 clusters Score -1.96136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151541 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -19613610.000000 Penalty: 5920.694824
	Iteration 146Q: 3 clusters Score -1.961361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151548 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -19613604.000000 Penalty: 5920.694824
	Iteration 147Q: 3 clusters Score -1.96136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151551 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -19613600.000000 Penalty: 5920.694824
	Iteration 148Q: 3 clusters Score -1.96136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151554 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -19613606.000000 Penalty: 5920.694824
	Iteration 149Q: 3 clusters Score -1.961361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151559 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -19613604.000000 Penalty: 5920.694824
	Iteration 150Q: 3 clusters Score -1.96136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151566 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -19613606.000000 Penalty: 5920.694824
	Iteration 151Q: 3 clusters Score -1.961361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151577 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -19613590.000000 Penalty: 5920.694824
	Iteration 152Q: 3 clusters Score -1.961359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151587 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -19613594.000000 Penalty: 5920.694824
	Iteration 153Q: 3 clusters Score -1.961359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151596 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -19613588.000000 Penalty: 5920.694824
	Iteration 154Q: 3 clusters Score -1.961359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151605 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -19613602.000000 Penalty: 5920.694824
	Iteration 155Q: 3 clusters Score -1.96136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151614 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -19613584.000000 Penalty: 5920.694824
	Iteration 156Q: 3 clusters Score -1.961358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151622 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -19613586.000000 Penalty: 5920.694824
	Iteration 157Q: 3 clusters Score -1.961359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151632 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -19613574.000000 Penalty: 5920.694824
	Iteration 158Q: 3 clusters Score -1.961357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -19613572.000000 Penalty: 5920.694824
	Iteration 159Q: 3 clusters Score -1.961357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151647 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -19613566.000000 Penalty: 5920.694824
	Iteration 160F: 3 clusters Score -1.961357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151652 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -19613560.000000 Penalty: 5920.694824
	Iteration 161Q: 3 clusters Score -1.961356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151658 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -19613568.000000 Penalty: 5920.694824
	Iteration 162Q: 3 clusters Score -1.961357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151660 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -19613556.000000 Penalty: 5920.694824
	Iteration 163Q: 3 clusters Score -1.961356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151661 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -19613550.000000 Penalty: 5920.694824
	Iteration 164Q: 3 clusters Score -1.961355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151662 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -19613552.000000 Penalty: 5920.694824
	Iteration 165Q: 3 clusters Score -1.961355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151662 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -19613552.000000 Penalty: 5920.694824
	Iteration 166F: 3 clusters Score -1.961355e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Entering Unmasked Estep 
Score: -8741485.000000 Penalty: 2762.894043
	Iteration 0F: 2 clusters Score -8741485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -8695323.000000 Penalty: 5525.788086
	Iteration 0F: 3 clusters Score -8695323 nChanged 32220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -8713217.000000 Penalty: 5525.788086
	Iteration 1F: 3 clusters Score -8713217 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -8714117.000000 Penalty: 5525.788086
	Iteration 2Q: 3 clusters Score -8714117 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -8715495.000000 Penalty: 5525.788086
	Iteration 3Q: 3 clusters Score -8715495 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -8717421.000000 Penalty: 5525.788086
	Iteration 4F: 3 clusters Score -8717421 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -8720248.000000 Penalty: 5525.788086
	Iteration 5F: 3 clusters Score -8720248 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -8723938.000000 Penalty: 5525.788086
	Iteration 6F: 3 clusters Score -8723938 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -8728541.000000 Penalty: 5525.788086
	Iteration 7F: 3 clusters Score -8728541 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -8733072.000000 Penalty: 5525.788086
	Iteration 8F: 3 clusters Score -8733072 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -8736732.000000 Penalty: 5525.788086
	Iteration 9Q: 3 clusters Score -8736732 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61216 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -8738449.000000 Penalty: 5525.788086
	Iteration 10Q: 3 clusters Score -8738449 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -8739200.000000 Penalty: 5525.788086
	Iteration 11Q: 3 clusters Score -8739200 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -8739591.000000 Penalty: 5525.788086
	Iteration 12Q: 3 clusters Score -8739591 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -8739858.000000 Penalty: 5525.788086
	Iteration 13Q: 3 clusters Score -8739858 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63840 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -8740027.000000 Penalty: 5525.788086
	Iteration 14Q: 3 clusters Score -8740027 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -8740175.000000 Penalty: 5525.788086
	Iteration 15Q: 3 clusters Score -8740175 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -8740274.000000 Penalty: 5525.788086
	Iteration 16Q: 3 clusters Score -8740274 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64635 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -8740316.000000 Penalty: 5525.788086
	Iteration 17Q: 3 clusters Score -8740316 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64790 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -8740358.000000 Penalty: 5525.788086
	Iteration 18Q: 3 clusters Score -8740358 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -8740385.000000 Penalty: 5525.788086
	Iteration 19Q: 3 clusters Score -8740385 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65032 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -8740387.000000 Penalty: 5525.788086
	Iteration 20F: 3 clusters Score -8740387 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -8740410.000000 Penalty: 5525.788086
	Iteration 21Q: 3 clusters Score -8740410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -8740413.000000 Penalty: 5525.788086
	Iteration 22Q: 3 clusters Score -8740413 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -8740431.000000 Penalty: 5525.788086
	Iteration 23Q: 3 clusters Score -8740431 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65332 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -8740440.000000 Penalty: 5525.788086
	Iteration 24Q: 3 clusters Score -8740440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -8740462.000000 Penalty: 5525.788086
	Iteration 25Q: 3 clusters Score -8740462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -8740491.000000 Penalty: 5525.788086
	Iteration 26Q: 3 clusters Score -8740491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -8740497.000000 Penalty: 5525.788086
	Iteration 27Q: 3 clusters Score -8740497 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -8740502.000000 Penalty: 5525.788086
	Iteration 28Q: 3 clusters Score -8740502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -8740508.000000 Penalty: 5525.788086
	Iteration 29Q: 3 clusters Score -8740508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -8740513.000000 Penalty: 5525.788086
	Iteration 30Q: 3 clusters Score -8740513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -8740503.000000 Penalty: 5525.788086
	Iteration 31Q: 3 clusters Score -8740503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -8740506.000000 Penalty: 5525.788086
	Iteration 32Q: 3 clusters Score -8740506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -8740515.000000 Penalty: 5525.788086
	Iteration 33Q: 3 clusters Score -8740515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8740516.000000 Penalty: 5525.788086
	Iteration 34Q: 3 clusters Score -8740516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -8740523.000000 Penalty: 5525.788086
	Iteration 35Q: 3 clusters Score -8740523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -8740517.000000 Penalty: 5525.788086
	Iteration 36Q: 3 clusters Score -8740517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -8740514.000000 Penalty: 5525.788086
	Iteration 37Q: 3 clusters Score -8740514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -8740513.000000 Penalty: 5525.788086
	Iteration 38Q: 3 clusters Score -8740513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -8740512.000000 Penalty: 5525.788086
	Iteration 39Q: 3 clusters Score -8740512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65714 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -8740510.000000 Penalty: 5525.788086
	Iteration 40F: 3 clusters Score -8740510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -8740507.000000 Penalty: 5525.788086
	Iteration 41Q: 3 clusters Score -8740507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -8740505.000000 Penalty: 5525.788086
	Iteration 42Q: 3 clusters Score -8740505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65738 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -8740502.000000 Penalty: 5525.788086
	Iteration 43Q: 3 clusters Score -8740502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -8740500.000000 Penalty: 5525.788086
	Iteration 44Q: 3 clusters Score -8740500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65743 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -8740501.000000 Penalty: 5525.788086
	Iteration 45Q: 3 clusters Score -8740501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -8740507.000000 Penalty: 5525.788086
	Iteration 46Q: 3 clusters Score -8740507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -8740503.000000 Penalty: 5525.788086
	Iteration 47Q: 3 clusters Score -8740503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -8740502.000000 Penalty: 5525.788086
	Iteration 48Q: 3 clusters Score -8740502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -8740497.000000 Penalty: 5525.788086
	Iteration 49Q: 3 clusters Score -8740497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -8740502.000000 Penalty: 5525.788086
	Iteration 50Q: 3 clusters Score -8740502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -8740507.000000 Penalty: 5525.788086
	Iteration 51Q: 3 clusters Score -8740507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -8740511.000000 Penalty: 5525.788086
	Iteration 52Q: 3 clusters Score -8740511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -8740510.000000 Penalty: 5525.788086
	Iteration 53Q: 3 clusters Score -8740510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -8740511.000000 Penalty: 5525.788086
	Iteration 54Q: 3 clusters Score -8740511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65770 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -8740513.000000 Penalty: 5525.788086
	Iteration 55Q: 3 clusters Score -8740513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -8740511.000000 Penalty: 5525.788086
	Iteration 56Q: 3 clusters Score -8740511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -8740511.000000 Penalty: 5525.788086
	Iteration 57F: 3 clusters Score -8740511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (164469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164469 members 
Entering Unmasked Estep 
Score: -20982782.000000 Penalty: 2978.598389
	Iteration 0F: 2 clusters Score -2.098278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -20874958.000000 Penalty: 5957.196777
	Iteration 0F: 3 clusters Score -2.087496e+07 nChanged 78786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84919 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -20920166.000000 Penalty: 5957.196777
	Iteration 1F: 3 clusters Score -2.092017e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Mstep: Class 2 contains 77583 members 
Entering Unmasked Estep 
Score: -20921266.000000 Penalty: 5957.196777
	Iteration 2Q: 3 clusters Score -2.092127e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 74677 members 
Entering Unmasked Estep 
Score: -20922406.000000 Penalty: 5957.196777
	Iteration 3Q: 3 clusters Score -2.092241e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94120 members 
Mstep: Class 2 contains 70349 members 
Entering Unmasked Estep 
Score: -20924020.000000 Penalty: 5957.196777
	Iteration 4Q: 3 clusters Score -2.092402e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100617 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -20926994.000000 Penalty: 5957.196777
	Iteration 5Q: 3 clusters Score -2.092699e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -20932300.000000 Penalty: 5957.196777
	Iteration 6F: 3 clusters Score -2.09323e+07 nChanged 12474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122308 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -20941216.000000 Penalty: 5957.196777
	Iteration 7F: 3 clusters Score -2.094122e+07 nChanged 14664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136940 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -20954242.000000 Penalty: 5957.196777
	Iteration 8F: 3 clusters Score -2.095424e+07 nChanged 13520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150446 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -20967794.000000 Penalty: 5957.196777
	Iteration 9F: 3 clusters Score -2.096779e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159147 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -20976270.000000 Penalty: 5957.196777
	Iteration 10F: 3 clusters Score -2.097627e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162699 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -20979196.000000 Penalty: 5957.196777
	Iteration 11Q: 3 clusters Score -2.09792e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163668 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -20979950.000000 Penalty: 5957.196777
	Iteration 12Q: 3 clusters Score -2.097995e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163964 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -20980220.000000 Penalty: 5957.196777
	Iteration 13Q: 3 clusters Score -2.098022e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164054 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -20980292.000000 Penalty: 5957.196777
	Iteration 14Q: 3 clusters Score -2.098029e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164079 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -20980326.000000 Penalty: 5957.196777
	Iteration 15Q: 3 clusters Score -2.098033e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164089 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -20980396.000000 Penalty: 5957.196777
	Iteration 16Q: 3 clusters Score -2.09804e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164088 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -20980424.000000 Penalty: 5957.196777
	Iteration 17Q: 3 clusters Score -2.098042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164092 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -20980442.000000 Penalty: 5957.196777
	Iteration 18Q: 3 clusters Score -2.098044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164099 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -20980446.000000 Penalty: 5957.196777
	Iteration 19Q: 3 clusters Score -2.098045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164103 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -20980448.000000 Penalty: 5957.196777
	Iteration 20F: 3 clusters Score -2.098045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164106 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -20980440.000000 Penalty: 5957.196777
	Iteration 21Q: 3 clusters Score -2.098044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164104 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -20980462.000000 Penalty: 5957.196777
	Iteration 22Q: 3 clusters Score -2.098046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164102 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -20980454.000000 Penalty: 5957.196777
	Iteration 23Q: 3 clusters Score -2.098045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164103 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -20980458.000000 Penalty: 5957.196777
	Iteration 24Q: 3 clusters Score -2.098046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164104 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -20980460.000000 Penalty: 5957.196777
	Iteration 25Q: 3 clusters Score -2.098046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164104 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -20980460.000000 Penalty: 5957.196777
	Iteration 26F: 3 clusters Score -2.098046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Entering Unmasked Estep 
Score: -1061642.500000 Penalty: 2250.139893
	Iteration 0F: 2 clusters Score -1061642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1054780.375000 Penalty: 4500.279785
	Iteration 0F: 3 clusters Score -1054780 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1056853.625000 Penalty: 4500.279785
	Iteration 1F: 3 clusters Score -1056854 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1057269.250000 Penalty: 4500.279785
	Iteration 2F: 3 clusters Score -1057269 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1057755.750000 Penalty: 4500.279785
	Iteration 3F: 3 clusters Score -1057756 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1058330.250000 Penalty: 4500.279785
	Iteration 4F: 3 clusters Score -1058330 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1059016.125000 Penalty: 4500.279785
	Iteration 5F: 3 clusters Score -1059016 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1059700.875000 Penalty: 4500.279785
	Iteration 6F: 3 clusters Score -1059701 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1060253.625000 Penalty: 4500.279785
	Iteration 7F: 3 clusters Score -1060254 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1060609.750000 Penalty: 4500.279785
	Iteration 8Q: 3 clusters Score -1060610 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1060797.750000 Penalty: 4500.279785
	Iteration 9Q: 3 clusters Score -1060798 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1060887.625000 Penalty: 4500.279785
	Iteration 10Q: 3 clusters Score -1060888 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1060924.875000 Penalty: 4500.279785
	Iteration 11Q: 3 clusters Score -1060925 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1060945.000000 Penalty: 4500.279785
	Iteration 12Q: 3 clusters Score -1060945 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1060954.500000 Penalty: 4500.279785
	Iteration 13Q: 3 clusters Score -1060954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1060960.125000 Penalty: 4500.279785
	Iteration 14Q: 3 clusters Score -1060960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1060964.625000 Penalty: 4500.279785
	Iteration 15Q: 3 clusters Score -1060965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1060965.250000 Penalty: 4500.279785
	Iteration 16Q: 3 clusters Score -1060965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1060971.250000 Penalty: 4500.279785
	Iteration 17Q: 3 clusters Score -1060971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1060971.375000 Penalty: 4500.279785
	Iteration 18Q: 3 clusters Score -1060971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1060972.625000 Penalty: 4500.279785
	Iteration 19Q: 3 clusters Score -1060973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1060972.625000 Penalty: 4500.279785
	Iteration 20F: 3 clusters Score -1060973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1060973.125000 Penalty: 4500.279785
	Iteration 21Q: 3 clusters Score -1060973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1060975.125000 Penalty: 4500.279785
	Iteration 22Q: 3 clusters Score -1060975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1060973.875000 Penalty: 4500.279785
	Iteration 23Q: 3 clusters Score -1060974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1060976.500000 Penalty: 4500.279785
	Iteration 24Q: 3 clusters Score -1060976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1060977.125000 Penalty: 4500.279785
	Iteration 25Q: 3 clusters Score -1060977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1060977.000000 Penalty: 4500.279785
	Iteration 26Q: 3 clusters Score -1060977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1060979.250000 Penalty: 4500.279785
	Iteration 27Q: 3 clusters Score -1060979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1060981.625000 Penalty: 4500.279785
	Iteration 28Q: 3 clusters Score -1060982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1060979.625000 Penalty: 4500.279785
	Iteration 29Q: 3 clusters Score -1060980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1060980.625000 Penalty: 4500.279785
	Iteration 30Q: 3 clusters Score -1060981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1060980.625000 Penalty: 4500.279785
	Iteration 31F: 3 clusters Score -1060981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -136961.640625 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -136961.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -134918.171875 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -134918.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135328.578125 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -135328.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -135461.750000 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -135461.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -135531.312500 Penalty: 3514.606934
	Iteration 3Q: 3 clusters Score -135531.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -135603.390625 Penalty: 3514.606934
	Iteration 4Q: 3 clusters Score -135603.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -135692.109375 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -135692.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -135784.718750 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -135784.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -135883.328125 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -135883.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -135967.359375 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -135967.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -136053.046875 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -136053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -136096.218750 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -136096.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -136127.578125 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -136127.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -136155.765625 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -136155.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -136178.640625 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -136178.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -136201.187500 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -136201.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -136216.953125 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -136217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -136232.265625 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -136232.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -136239.750000 Penalty: 3514.606934
	Iteration 17Q: 3 clusters Score -136239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -136276.156250 Penalty: 3514.606934
	Iteration 18Q: 3 clusters Score -136276.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -136305.671875 Penalty: 3514.606934
	Iteration 19Q: 3 clusters Score -136305.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -136351.125000 Penalty: 3514.606934
	Iteration 20F: 3 clusters Score -136351.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -136398.171875 Penalty: 3514.606934
	Iteration 21Q: 3 clusters Score -136398.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -136409.984375 Penalty: 3514.606934
	Iteration 22Q: 3 clusters Score -136410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -136431.437500 Penalty: 3514.606934
	Iteration 23Q: 3 clusters Score -136431.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -136478.921875 Penalty: 3514.606934
	Iteration 24Q: 3 clusters Score -136478.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -136508.250000 Penalty: 3514.606934
	Iteration 25Q: 3 clusters Score -136508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -136517.953125 Penalty: 3514.606934
	Iteration 26Q: 3 clusters Score -136518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -136521.421875 Penalty: 3514.606934
	Iteration 27Q: 3 clusters Score -136521.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -136523.015625 Penalty: 3514.606934
	Iteration 28Q: 3 clusters Score -136523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -136526.218750 Penalty: 3514.606934
	Iteration 29Q: 3 clusters Score -136526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -136526.828125 Penalty: 3514.606934
	Iteration 30Q: 3 clusters Score -136526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -136529.296875 Penalty: 3514.606934
	Iteration 31Q: 3 clusters Score -136529.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -136529.828125 Penalty: 3514.606934
	Iteration 32Q: 3 clusters Score -136529.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -136529.828125 Penalty: 3514.606934
	Iteration 33F: 3 clusters Score -136529.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (143026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143026 members 
Entering Unmasked Estep 
Score: -18296600.000000 Penalty: 2943.953857
	Iteration 0F: 2 clusters Score -1.82966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -18204078.000000 Penalty: 5887.907715
	Iteration 0F: 3 clusters Score -1.820408e+07 nChanged 68248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68794 members 
Mstep: Class 2 contains 74232 members 
Entering Unmasked Estep 
Score: -18243374.000000 Penalty: 5887.907715
	Iteration 1F: 3 clusters Score -1.824337e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -18244330.000000 Penalty: 5887.907715
	Iteration 2Q: 3 clusters Score -1.824433e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -18245596.000000 Penalty: 5887.907715
	Iteration 3Q: 3 clusters Score -1.82456e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 83496 members 
Entering Unmasked Estep 
Score: -18247402.000000 Penalty: 5887.907715
	Iteration 4Q: 3 clusters Score -1.82474e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 89652 members 
Entering Unmasked Estep 
Score: -18250354.000000 Penalty: 5887.907715
	Iteration 5Q: 3 clusters Score -1.825035e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 97950 members 
Entering Unmasked Estep 
Score: -18255410.000000 Penalty: 5887.907715
	Iteration 6F: 3 clusters Score -1.825541e+07 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 108381 members 
Entering Unmasked Estep 
Score: -18263054.000000 Penalty: 5887.907715
	Iteration 7F: 3 clusters Score -1.826305e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 119620 members 
Entering Unmasked Estep 
Score: -18272416.000000 Penalty: 5887.907715
	Iteration 8F: 3 clusters Score -1.827242e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 129214 members 
Entering Unmasked Estep 
Score: -18281308.000000 Penalty: 5887.907715
	Iteration 9F: 3 clusters Score -1.828131e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 135711 members 
Entering Unmasked Estep 
Score: -18287860.000000 Penalty: 5887.907715
	Iteration 10Q: 3 clusters Score -1.828786e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 139266 members 
Entering Unmasked Estep 
Score: -18291214.000000 Penalty: 5887.907715
	Iteration 11Q: 3 clusters Score -1.829121e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 140985 members 
Entering Unmasked Estep 
Score: -18292734.000000 Penalty: 5887.907715
	Iteration 12Q: 3 clusters Score -1.829273e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 141763 members 
Entering Unmasked Estep 
Score: -18293414.000000 Penalty: 5887.907715
	Iteration 13Q: 3 clusters Score -1.829341e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 142093 members 
Entering Unmasked Estep 
Score: -18293712.000000 Penalty: 5887.907715
	Iteration 14Q: 3 clusters Score -1.829371e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 142254 members 
Entering Unmasked Estep 
Score: -18293852.000000 Penalty: 5887.907715
	Iteration 15Q: 3 clusters Score -1.829385e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 142331 members 
Entering Unmasked Estep 
Score: -18293966.000000 Penalty: 5887.907715
	Iteration 16Q: 3 clusters Score -1.829397e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 142371 members 
Entering Unmasked Estep 
Score: -18294030.000000 Penalty: 5887.907715
	Iteration 17Q: 3 clusters Score -1.829403e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 142403 members 
Entering Unmasked Estep 
Score: -18294066.000000 Penalty: 5887.907715
	Iteration 18Q: 3 clusters Score -1.829407e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 142427 members 
Entering Unmasked Estep 
Score: -18294094.000000 Penalty: 5887.907715
	Iteration 19Q: 3 clusters Score -1.829409e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 142437 members 
Entering Unmasked Estep 
Score: -18294110.000000 Penalty: 5887.907715
	Iteration 20F: 3 clusters Score -1.829411e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 142445 members 
Entering Unmasked Estep 
Score: -18294116.000000 Penalty: 5887.907715
	Iteration 21Q: 3 clusters Score -1.829412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 142449 members 
Entering Unmasked Estep 
Score: -18294134.000000 Penalty: 5887.907715
	Iteration 22Q: 3 clusters Score -1.829413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 142454 members 
Entering Unmasked Estep 
Score: -18294150.000000 Penalty: 5887.907715
	Iteration 23Q: 3 clusters Score -1.829415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 142457 members 
Entering Unmasked Estep 
Score: -18294160.000000 Penalty: 5887.907715
	Iteration 24Q: 3 clusters Score -1.829416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 142460 members 
Entering Unmasked Estep 
Score: -18294162.000000 Penalty: 5887.907715
	Iteration 25Q: 3 clusters Score -1.829416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 142460 members 
Entering Unmasked Estep 
Score: -18294162.000000 Penalty: 5887.907715
	Iteration 26Q: 3 clusters Score -1.829416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 142463 members 
Entering Unmasked Estep 
Score: -18294158.000000 Penalty: 5887.907715
	Iteration 27Q: 3 clusters Score -1.829416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 142464 members 
Entering Unmasked Estep 
Score: -18294164.000000 Penalty: 5887.907715
	Iteration 28Q: 3 clusters Score -1.829416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 142463 members 
Entering Unmasked Estep 
Score: -18294160.000000 Penalty: 5887.907715
	Iteration 29Q: 3 clusters Score -1.829416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 142463 members 
Entering Unmasked Estep 
Score: -18294160.000000 Penalty: 5887.907715
	Iteration 30F: 3 clusters Score -1.829416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68465 members 
Entering Unmasked Estep 
Score: -8463112.000000 Penalty: 2761.251465
	Iteration 0F: 2 clusters Score -8463112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -8417213.000000 Penalty: 5522.502930
	Iteration 0F: 3 clusters Score -8417213 nChanged 32113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -8435363.000000 Penalty: 5522.502930
	Iteration 1F: 3 clusters Score -8435363 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -8436172.000000 Penalty: 5522.502930
	Iteration 2Q: 3 clusters Score -8436172 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -8437261.000000 Penalty: 5522.502930
	Iteration 3Q: 3 clusters Score -8437261 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -8439176.000000 Penalty: 5522.502930
	Iteration 4F: 3 clusters Score -8439176 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -8442618.000000 Penalty: 5522.502930
	Iteration 5F: 3 clusters Score -8442618 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -8447939.000000 Penalty: 5522.502930
	Iteration 6F: 3 clusters Score -8447939 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -8453804.000000 Penalty: 5522.502930
	Iteration 7F: 3 clusters Score -8453804 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -8458049.000000 Penalty: 5522.502930
	Iteration 8F: 3 clusters Score -8458049 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67323 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8459762.000000 Penalty: 5522.502930
	Iteration 9Q: 3 clusters Score -8459762 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67889 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8460317.000000 Penalty: 5522.502930
	Iteration 10Q: 3 clusters Score -8460317 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68059 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8460521.000000 Penalty: 5522.502930
	Iteration 11Q: 3 clusters Score -8460521 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8460608.000000 Penalty: 5522.502930
	Iteration 12Q: 3 clusters Score -8460608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68166 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8460638.000000 Penalty: 5522.502930
	Iteration 13Q: 3 clusters Score -8460638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8460669.000000 Penalty: 5522.502930
	Iteration 14Q: 3 clusters Score -8460669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8460681.000000 Penalty: 5522.502930
	Iteration 15Q: 3 clusters Score -8460681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8460695.000000 Penalty: 5522.502930
	Iteration 16Q: 3 clusters Score -8460695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8460711.000000 Penalty: 5522.502930
	Iteration 17Q: 3 clusters Score -8460711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8460726.000000 Penalty: 5522.502930
	Iteration 18Q: 3 clusters Score -8460726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8460724.000000 Penalty: 5522.502930
	Iteration 19Q: 3 clusters Score -8460724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8460729.000000 Penalty: 5522.502930
	Iteration 20F: 3 clusters Score -8460729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8460727.000000 Penalty: 5522.502930
	Iteration 21Q: 3 clusters Score -8460727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8460739.000000 Penalty: 5522.502930
	Iteration 22Q: 3 clusters Score -8460739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68189 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8460736.000000 Penalty: 5522.502930
	Iteration 23Q: 3 clusters Score -8460736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8460736.000000 Penalty: 5522.502930
	Iteration 24Q: 3 clusters Score -8460736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8460747.000000 Penalty: 5522.502930
	Iteration 25Q: 3 clusters Score -8460747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8460759.000000 Penalty: 5522.502930
	Iteration 26Q: 3 clusters Score -8460759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8460750.000000 Penalty: 5522.502930
	Iteration 27Q: 3 clusters Score -8460750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8460753.000000 Penalty: 5522.502930
	Iteration 28Q: 3 clusters Score -8460753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8460756.000000 Penalty: 5522.502930
	Iteration 29Q: 3 clusters Score -8460756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8460756.000000 Penalty: 5522.502930
	Iteration 30F: 3 clusters Score -8460756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Entering Unmasked Estep 
Score: -532511.312500 Penalty: 2072.425537
	Iteration 0F: 2 clusters Score -532511.3 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 2135 members 
Entering Unmasked Estep 
Score: -528473.187500 Penalty: 4144.851074
	Iteration 0F: 3 clusters Score -528473.2 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -529408.937500 Penalty: 4144.851074
	Iteration 1F: 3 clusters Score -529408.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -529585.812500 Penalty: 4144.851074
	Iteration 2F: 3 clusters Score -529585.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -529694.000000 Penalty: 4144.851074
	Iteration 3Q: 3 clusters Score -529694 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -529776.750000 Penalty: 4144.851074
	Iteration 4Q: 3 clusters Score -529776.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -529830.062500 Penalty: 4144.851074
	Iteration 5Q: 3 clusters Score -529830.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -529866.125000 Penalty: 4144.851074
	Iteration 6Q: 3 clusters Score -529866.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -529903.875000 Penalty: 4144.851074
	Iteration 7Q: 3 clusters Score -529903.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -529943.812500 Penalty: 4144.851074
	Iteration 8Q: 3 clusters Score -529943.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -529981.687500 Penalty: 4144.851074
	Iteration 9Q: 3 clusters Score -529981.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -530014.312500 Penalty: 4144.851074
	Iteration 10Q: 3 clusters Score -530014.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -530038.250000 Penalty: 4144.851074
	Iteration 11Q: 3 clusters Score -530038.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -530057.937500 Penalty: 4144.851074
	Iteration 12Q: 3 clusters Score -530057.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -530078.500000 Penalty: 4144.851074
	Iteration 13Q: 3 clusters Score -530078.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -530095.625000 Penalty: 4144.851074
	Iteration 14Q: 3 clusters Score -530095.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -530110.937500 Penalty: 4144.851074
	Iteration 15Q: 3 clusters Score -530110.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -530126.500000 Penalty: 4144.851074
	Iteration 16Q: 3 clusters Score -530126.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -530146.687500 Penalty: 4144.851074
	Iteration 17Q: 3 clusters Score -530146.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -530170.875000 Penalty: 4144.851074
	Iteration 18Q: 3 clusters Score -530170.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -530191.500000 Penalty: 4144.851074
	Iteration 19Q: 3 clusters Score -530191.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -530210.812500 Penalty: 4144.851074
	Iteration 20F: 3 clusters Score -530210.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -530242.187500 Penalty: 4144.851074
	Iteration 21Q: 3 clusters Score -530242.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -530269.125000 Penalty: 4144.851074
	Iteration 22Q: 3 clusters Score -530269.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -530290.250000 Penalty: 4144.851074
	Iteration 23Q: 3 clusters Score -530290.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -530312.000000 Penalty: 4144.851074
	Iteration 24Q: 3 clusters Score -530312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -530327.937500 Penalty: 4144.851074
	Iteration 25Q: 3 clusters Score -530327.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -530339.312500 Penalty: 4144.851074
	Iteration 26Q: 3 clusters Score -530339.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -530354.625000 Penalty: 4144.851074
	Iteration 27Q: 3 clusters Score -530354.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -530369.562500 Penalty: 4144.851074
	Iteration 28Q: 3 clusters Score -530369.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -530378.250000 Penalty: 4144.851074
	Iteration 29Q: 3 clusters Score -530378.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -530383.812500 Penalty: 4144.851074
	Iteration 30Q: 3 clusters Score -530383.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -530388.062500 Penalty: 4144.851074
	Iteration 31Q: 3 clusters Score -530388.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -530392.750000 Penalty: 4144.851074
	Iteration 32Q: 3 clusters Score -530392.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -530399.312500 Penalty: 4144.851074
	Iteration 33Q: 3 clusters Score -530399.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -530402.250000 Penalty: 4144.851074
	Iteration 34Q: 3 clusters Score -530402.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -530404.437500 Penalty: 4144.851074
	Iteration 35Q: 3 clusters Score -530404.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -530408.437500 Penalty: 4144.851074
	Iteration 36Q: 3 clusters Score -530408.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -530413.062500 Penalty: 4144.851074
	Iteration 37Q: 3 clusters Score -530413.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -530416.687500 Penalty: 4144.851074
	Iteration 38Q: 3 clusters Score -530416.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -530420.562500 Penalty: 4144.851074
	Iteration 39Q: 3 clusters Score -530420.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -530424.500000 Penalty: 4144.851074
	Iteration 40F: 3 clusters Score -530424.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -530428.250000 Penalty: 4144.851074
	Iteration 41Q: 3 clusters Score -530428.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -530430.875000 Penalty: 4144.851074
	Iteration 42Q: 3 clusters Score -530430.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -530433.437500 Penalty: 4144.851074
	Iteration 43Q: 3 clusters Score -530433.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -530435.062500 Penalty: 4144.851074
	Iteration 44Q: 3 clusters Score -530435.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -530437.875000 Penalty: 4144.851074
	Iteration 45Q: 3 clusters Score -530437.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -530440.437500 Penalty: 4144.851074
	Iteration 46Q: 3 clusters Score -530440.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -530441.625000 Penalty: 4144.851074
	Iteration 47Q: 3 clusters Score -530441.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -530441.625000 Penalty: 4144.851074
	Iteration 48F: 3 clusters Score -530441.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Entering Unmasked Estep 
Score: -3126693.750000 Penalty: 2506.080322
	Iteration 0F: 2 clusters Score -3126694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3109835.250000 Penalty: 5012.160645
	Iteration 0F: 3 clusters Score -3109835 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -3115483.750000 Penalty: 5012.160645
	Iteration 1F: 3 clusters Score -3115484 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -3115851.000000 Penalty: 5012.160645
	Iteration 2Q: 3 clusters Score -3115851 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3116196.000000 Penalty: 5012.160645
	Iteration 3Q: 3 clusters Score -3116196 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3116619.000000 Penalty: 5012.160645
	Iteration 4Q: 3 clusters Score -3116619 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -3117214.750000 Penalty: 5012.160645
	Iteration 5Q: 3 clusters Score -3117215 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3118142.250000 Penalty: 5012.160645
	Iteration 6F: 3 clusters Score -3118142 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3119507.750000 Penalty: 5012.160645
	Iteration 7F: 3 clusters Score -3119508 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3121139.000000 Penalty: 5012.160645
	Iteration 8F: 3 clusters Score -3121139 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3122691.250000 Penalty: 5012.160645
	Iteration 9F: 3 clusters Score -3122691 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3123664.500000 Penalty: 5012.160645
	Iteration 10Q: 3 clusters Score -3123664 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3124072.000000 Penalty: 5012.160645
	Iteration 11Q: 3 clusters Score -3124072 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3124283.250000 Penalty: 5012.160645
	Iteration 12Q: 3 clusters Score -3124283 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3124365.000000 Penalty: 5012.160645
	Iteration 13Q: 3 clusters Score -3124365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3124405.750000 Penalty: 5012.160645
	Iteration 14Q: 3 clusters Score -3124406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3124428.000000 Penalty: 5012.160645
	Iteration 15Q: 3 clusters Score -3124428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3124445.250000 Penalty: 5012.160645
	Iteration 16Q: 3 clusters Score -3124445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3124454.750000 Penalty: 5012.160645
	Iteration 17Q: 3 clusters Score -3124455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3124463.750000 Penalty: 5012.160645
	Iteration 18Q: 3 clusters Score -3124464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3124465.750000 Penalty: 5012.160645
	Iteration 19Q: 3 clusters Score -3124466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3124465.750000 Penalty: 5012.160645
	Iteration 20F: 3 clusters Score -3124466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3124467.250000 Penalty: 5012.160645
	Iteration 21Q: 3 clusters Score -3124467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3124467.250000 Penalty: 5012.160645
	Iteration 22F: 3 clusters Score -3124467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (162987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162987 members 
Entering Unmasked Estep 
Score: -20672524.000000 Penalty: 2976.353516
	Iteration 0F: 2 clusters Score -2.067252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81279 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -20566546.000000 Penalty: 5952.707031
	Iteration 0F: 3 clusters Score -2.056655e+07 nChanged 78084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80259 members 
Mstep: Class 2 contains 82728 members 
Entering Unmasked Estep 
Score: -20613000.000000 Penalty: 5952.707031
	Iteration 1F: 3 clusters Score -2.0613e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79597 members 
Mstep: Class 2 contains 83390 members 
Entering Unmasked Estep 
Score: -20614728.000000 Penalty: 5952.707031
	Iteration 2Q: 3 clusters Score -2.061473e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78583 members 
Mstep: Class 2 contains 84404 members 
Entering Unmasked Estep 
Score: -20616678.000000 Penalty: 5952.707031
	Iteration 3Q: 3 clusters Score -2.061668e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 85961 members 
Entering Unmasked Estep 
Score: -20619350.000000 Penalty: 5952.707031
	Iteration 4Q: 3 clusters Score -2.061935e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -20623162.000000 Penalty: 5952.707031
	Iteration 5Q: 3 clusters Score -2.062316e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 91659 members 
Entering Unmasked Estep 
Score: -20627652.000000 Penalty: 5952.707031
	Iteration 6F: 3 clusters Score -2.062765e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67580 members 
Mstep: Class 2 contains 95407 members 
Entering Unmasked Estep 
Score: -20632688.000000 Penalty: 5952.707031
	Iteration 7F: 3 clusters Score -2.063269e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 99124 members 
Entering Unmasked Estep 
Score: -20638184.000000 Penalty: 5952.707031
	Iteration 8F: 3 clusters Score -2.063818e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 102406 members 
Entering Unmasked Estep 
Score: -20643562.000000 Penalty: 5952.707031
	Iteration 9F: 3 clusters Score -2.064356e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 105008 members 
Entering Unmasked Estep 
Score: -20648360.000000 Penalty: 5952.707031
	Iteration 10Q: 3 clusters Score -2.064836e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55962 members 
Mstep: Class 2 contains 107025 members 
Entering Unmasked Estep 
Score: -20651264.000000 Penalty: 5952.707031
	Iteration 11Q: 3 clusters Score -2.065126e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 108756 members 
Entering Unmasked Estep 
Score: -20653036.000000 Penalty: 5952.707031
	Iteration 12Q: 3 clusters Score -2.065304e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 110342 members 
Entering Unmasked Estep 
Score: -20653952.000000 Penalty: 5952.707031
	Iteration 13Q: 3 clusters Score -2.065395e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 111948 members 
Entering Unmasked Estep 
Score: -20654634.000000 Penalty: 5952.707031
	Iteration 14Q: 3 clusters Score -2.065463e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 113605 members 
Entering Unmasked Estep 
Score: -20655208.000000 Penalty: 5952.707031
	Iteration 15Q: 3 clusters Score -2.065521e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 115350 members 
Entering Unmasked Estep 
Score: -20655766.000000 Penalty: 5952.707031
	Iteration 16Q: 3 clusters Score -2.065577e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 117104 members 
Entering Unmasked Estep 
Score: -20656190.000000 Penalty: 5952.707031
	Iteration 17Q: 3 clusters Score -2.065619e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 118911 members 
Entering Unmasked Estep 
Score: -20656722.000000 Penalty: 5952.707031
	Iteration 18Q: 3 clusters Score -2.065672e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 120729 members 
Entering Unmasked Estep 
Score: -20657224.000000 Penalty: 5952.707031
	Iteration 19Q: 3 clusters Score -2.065722e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 122630 members 
Entering Unmasked Estep 
Score: -20657690.000000 Penalty: 5952.707031
	Iteration 20F: 3 clusters Score -2.065769e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 124561 members 
Entering Unmasked Estep 
Score: -20658208.000000 Penalty: 5952.707031
	Iteration 21Q: 3 clusters Score -2.065821e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 126564 members 
Entering Unmasked Estep 
Score: -20658826.000000 Penalty: 5952.707031
	Iteration 22Q: 3 clusters Score -2.065883e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 128668 members 
Entering Unmasked Estep 
Score: -20659422.000000 Penalty: 5952.707031
	Iteration 23Q: 3 clusters Score -2.065942e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 130767 members 
Entering Unmasked Estep 
Score: -20659960.000000 Penalty: 5952.707031
	Iteration 24Q: 3 clusters Score -2.065996e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 132897 members 
Entering Unmasked Estep 
Score: -20660592.000000 Penalty: 5952.707031
	Iteration 25Q: 3 clusters Score -2.066059e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 135068 members 
Entering Unmasked Estep 
Score: -20661182.000000 Penalty: 5952.707031
	Iteration 26Q: 3 clusters Score -2.066118e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 137252 members 
Entering Unmasked Estep 
Score: -20661900.000000 Penalty: 5952.707031
	Iteration 27Q: 3 clusters Score -2.06619e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 139429 members 
Entering Unmasked Estep 
Score: -20662612.000000 Penalty: 5952.707031
	Iteration 28Q: 3 clusters Score -2.066261e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 141695 members 
Entering Unmasked Estep 
Score: -20663250.000000 Penalty: 5952.707031
	Iteration 29Q: 3 clusters Score -2.066325e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 143915 members 
Entering Unmasked Estep 
Score: -20663964.000000 Penalty: 5952.707031
	Iteration 30Q: 3 clusters Score -2.066396e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 146064 members 
Entering Unmasked Estep 
Score: -20664736.000000 Penalty: 5952.707031
	Iteration 31Q: 3 clusters Score -2.066474e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 148108 members 
Entering Unmasked Estep 
Score: -20665558.000000 Penalty: 5952.707031
	Iteration 32Q: 3 clusters Score -2.066556e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 150034 members 
Entering Unmasked Estep 
Score: -20666366.000000 Penalty: 5952.707031
	Iteration 33Q: 3 clusters Score -2.066637e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 151922 members 
Entering Unmasked Estep 
Score: -20667098.000000 Penalty: 5952.707031
	Iteration 34Q: 3 clusters Score -2.06671e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 153608 members 
Entering Unmasked Estep 
Score: -20667810.000000 Penalty: 5952.707031
	Iteration 35Q: 3 clusters Score -2.066781e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 155094 members 
Entering Unmasked Estep 
Score: -20668276.000000 Penalty: 5952.707031
	Iteration 36Q: 3 clusters Score -2.066828e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 156375 members 
Entering Unmasked Estep 
Score: -20668780.000000 Penalty: 5952.707031
	Iteration 37Q: 3 clusters Score -2.066878e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 157470 members 
Entering Unmasked Estep 
Score: -20669222.000000 Penalty: 5952.707031
	Iteration 38Q: 3 clusters Score -2.066922e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 158363 members 
Entering Unmasked Estep 
Score: -20669632.000000 Penalty: 5952.707031
	Iteration 39Q: 3 clusters Score -2.066963e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 159037 members 
Entering Unmasked Estep 
Score: -20669788.000000 Penalty: 5952.707031
	Iteration 40F: 3 clusters Score -2.066979e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 159556 members 
Entering Unmasked Estep 
Score: -20669940.000000 Penalty: 5952.707031
	Iteration 41Q: 3 clusters Score -2.066994e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 159955 members 
Entering Unmasked Estep 
Score: -20669990.000000 Penalty: 5952.707031
	Iteration 42Q: 3 clusters Score -2.066999e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 160267 members 
Entering Unmasked Estep 
Score: -20670086.000000 Penalty: 5952.707031
	Iteration 43Q: 3 clusters Score -2.067009e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 160513 members 
Entering Unmasked Estep 
Score: -20670138.000000 Penalty: 5952.707031
	Iteration 44Q: 3 clusters Score -2.067014e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 160708 members 
Entering Unmasked Estep 
Score: -20670194.000000 Penalty: 5952.707031
	Iteration 45Q: 3 clusters Score -2.067019e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 160863 members 
Entering Unmasked Estep 
Score: -20670246.000000 Penalty: 5952.707031
	Iteration 46Q: 3 clusters Score -2.067025e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 160986 members 
Entering Unmasked Estep 
Score: -20670288.000000 Penalty: 5952.707031
	Iteration 47Q: 3 clusters Score -2.067029e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 161103 members 
Entering Unmasked Estep 
Score: -20670330.000000 Penalty: 5952.707031
	Iteration 48Q: 3 clusters Score -2.067033e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 161191 members 
Entering Unmasked Estep 
Score: -20670362.000000 Penalty: 5952.707031
	Iteration 49Q: 3 clusters Score -2.067036e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 161275 members 
Entering Unmasked Estep 
Score: -20670388.000000 Penalty: 5952.707031
	Iteration 50Q: 3 clusters Score -2.067039e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 161346 members 
Entering Unmasked Estep 
Score: -20670400.000000 Penalty: 5952.707031
	Iteration 51Q: 3 clusters Score -2.06704e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 161410 members 
Entering Unmasked Estep 
Score: -20670382.000000 Penalty: 5952.707031
	Iteration 52Q: 3 clusters Score -2.067038e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 161459 members 
Entering Unmasked Estep 
Score: -20670420.000000 Penalty: 5952.707031
	Iteration 53Q: 3 clusters Score -2.067042e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 161494 members 
Entering Unmasked Estep 
Score: -20670422.000000 Penalty: 5952.707031
	Iteration 54Q: 3 clusters Score -2.067042e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 161521 members 
Entering Unmasked Estep 
Score: -20670434.000000 Penalty: 5952.707031
	Iteration 55Q: 3 clusters Score -2.067043e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 161540 members 
Entering Unmasked Estep 
Score: -20670456.000000 Penalty: 5952.707031
	Iteration 56Q: 3 clusters Score -2.067046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 161552 members 
Entering Unmasked Estep 
Score: -20670458.000000 Penalty: 5952.707031
	Iteration 57Q: 3 clusters Score -2.067046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 161572 members 
Entering Unmasked Estep 
Score: -20670462.000000 Penalty: 5952.707031
	Iteration 58Q: 3 clusters Score -2.067046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 161587 members 
Entering Unmasked Estep 
Score: -20670462.000000 Penalty: 5952.707031
	Iteration 59Q: 3 clusters Score -2.067046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 161598 members 
Entering Unmasked Estep 
Score: -20670466.000000 Penalty: 5952.707031
	Iteration 60F: 3 clusters Score -2.067047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 161609 members 
Entering Unmasked Estep 
Score: -20670456.000000 Penalty: 5952.707031
	Iteration 61Q: 3 clusters Score -2.067046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 161618 members 
Entering Unmasked Estep 
Score: -20670472.000000 Penalty: 5952.707031
	Iteration 62Q: 3 clusters Score -2.067047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 161629 members 
Entering Unmasked Estep 
Score: -20670476.000000 Penalty: 5952.707031
	Iteration 63Q: 3 clusters Score -2.067048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 161637 members 
Entering Unmasked Estep 
Score: -20670462.000000 Penalty: 5952.707031
	Iteration 64Q: 3 clusters Score -2.067046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 161643 members 
Entering Unmasked Estep 
Score: -20670476.000000 Penalty: 5952.707031
	Iteration 65Q: 3 clusters Score -2.067048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 161648 members 
Entering Unmasked Estep 
Score: -20670466.000000 Penalty: 5952.707031
	Iteration 66Q: 3 clusters Score -2.067047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 161654 members 
Entering Unmasked Estep 
Score: -20670458.000000 Penalty: 5952.707031
	Iteration 67Q: 3 clusters Score -2.067046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 161659 members 
Entering Unmasked Estep 
Score: -20670468.000000 Penalty: 5952.707031
	Iteration 68Q: 3 clusters Score -2.067047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 161662 members 
Entering Unmasked Estep 
Score: -20670456.000000 Penalty: 5952.707031
	Iteration 69Q: 3 clusters Score -2.067046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 161665 members 
Entering Unmasked Estep 
Score: -20670460.000000 Penalty: 5952.707031
	Iteration 70Q: 3 clusters Score -2.067046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 161666 members 
Entering Unmasked Estep 
Score: -20670454.000000 Penalty: 5952.707031
	Iteration 71Q: 3 clusters Score -2.067045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 161665 members 
Entering Unmasked Estep 
Score: -20670446.000000 Penalty: 5952.707031
	Iteration 72Q: 3 clusters Score -2.067045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 161665 members 
Entering Unmasked Estep 
Score: -20670446.000000 Penalty: 5952.707031
	Iteration 73F: 3 clusters Score -2.067045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -70652.765625 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -70652.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69011.914062 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -69011.91 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69655.601562 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -69655.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -70117.843750 Penalty: 3253.569092
	Iteration 2F: 3 clusters Score -70117.84 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70780.437500 Penalty: 3253.569092
	Iteration 3F: 3 clusters Score -70780.44 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -71366.062500 Penalty: 3253.569092
	Iteration 4F: 3 clusters Score -71366.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72145.945312 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -72145.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -72159.156250 Penalty: 3253.569092
	Iteration 6Q: 3 clusters Score -72159.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -72163.875000 Penalty: 3253.569092
	Iteration 7Q: 3 clusters Score -72163.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -72163.875000 Penalty: 3253.569092
	Iteration 8F: 3 clusters Score -72163.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 143603 members 
Mstep: Class 3 contains 5465 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 177837 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7826 members 
Mstep: Class 10 contains 152800 members 
Mstep: Class 11 contains 68920 members 
Mstep: Class 12 contains 164469 members 
Mstep: Class 13 contains 8718 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 143026 members 
Mstep: Class 16 contains 68465 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 24469 members 
Mstep: Class 19 contains 162987 members 
Mstep: Class 20 contains 353 members 
Mstep: Class 21 contains 143390 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 353 members 
Entering Unmasked Estep 
Score: -161325200.000000 Penalty: 80260.382812
Splitting cluster 20 changes total score from -161324880.000000 to -161325200.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 21 (143390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143390 members 
Entering Unmasked Estep 
Score: -18483056.000000 Penalty: 2944.584229
	Iteration 0F: 2 clusters Score -1.848306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71747 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -18390860.000000 Penalty: 5889.168457
	Iteration 0F: 3 clusters Score -1.839086e+07 nChanged 68255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73382 members 
Mstep: Class 2 contains 70008 members 
Entering Unmasked Estep 
Score: -18430280.000000 Penalty: 5889.168457
	Iteration 1F: 3 clusters Score -1.843028e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74489 members 
Mstep: Class 2 contains 68901 members 
Entering Unmasked Estep 
Score: -18430972.000000 Penalty: 5889.168457
	Iteration 2Q: 3 clusters Score -1.843097e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76170 members 
Mstep: Class 2 contains 67220 members 
Entering Unmasked Estep 
Score: -18431882.000000 Penalty: 5889.168457
	Iteration 3Q: 3 clusters Score -1.843188e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78742 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -18432808.000000 Penalty: 5889.168457
	Iteration 4Q: 3 clusters Score -1.843281e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82620 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -18434250.000000 Penalty: 5889.168457
	Iteration 5Q: 3 clusters Score -1.843425e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88377 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -18436984.000000 Penalty: 5889.168457
	Iteration 6Q: 3 clusters Score -1.843698e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96242 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -18441482.000000 Penalty: 5889.168457
	Iteration 7F: 3 clusters Score -1.844148e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106410 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -18448440.000000 Penalty: 5889.168457
	Iteration 8F: 3 clusters Score -1.844844e+07 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117990 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -18457880.000000 Penalty: 5889.168457
	Iteration 9F: 3 clusters Score -1.845788e+07 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128569 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -18467422.000000 Penalty: 5889.168457
	Iteration 10F: 3 clusters Score -1.846742e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136075 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -18474578.000000 Penalty: 5889.168457
	Iteration 11F: 3 clusters Score -1.847458e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140001 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -18478406.000000 Penalty: 5889.168457
	Iteration 12Q: 3 clusters Score -1.847841e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141616 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -18479738.000000 Penalty: 5889.168457
	Iteration 13Q: 3 clusters Score -1.847974e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142272 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -18480370.000000 Penalty: 5889.168457
	Iteration 14Q: 3 clusters Score -1.848037e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142525 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -18480606.000000 Penalty: 5889.168457
	Iteration 15Q: 3 clusters Score -1.848061e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142632 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -18480696.000000 Penalty: 5889.168457
	Iteration 16Q: 3 clusters Score -1.84807e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142685 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -18480748.000000 Penalty: 5889.168457
	Iteration 17Q: 3 clusters Score -1.848075e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142721 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -18480816.000000 Penalty: 5889.168457
	Iteration 18Q: 3 clusters Score -1.848082e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142737 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -18480858.000000 Penalty: 5889.168457
	Iteration 19Q: 3 clusters Score -1.848086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142758 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -18480856.000000 Penalty: 5889.168457
	Iteration 20F: 3 clusters Score -1.848086e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142772 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -18480870.000000 Penalty: 5889.168457
	Iteration 21Q: 3 clusters Score -1.848087e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142783 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -18480898.000000 Penalty: 5889.168457
	Iteration 22Q: 3 clusters Score -1.84809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142786 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -18480920.000000 Penalty: 5889.168457
	Iteration 23Q: 3 clusters Score -1.848092e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142796 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -18480918.000000 Penalty: 5889.168457
	Iteration 24Q: 3 clusters Score -1.848092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142804 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -18480918.000000 Penalty: 5889.168457
	Iteration 25Q: 3 clusters Score -1.848092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142811 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -18480900.000000 Penalty: 5889.168457
	Iteration 26Q: 3 clusters Score -1.84809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142811 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -18480928.000000 Penalty: 5889.168457
	Iteration 27Q: 3 clusters Score -1.848093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142813 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -18480924.000000 Penalty: 5889.168457
	Iteration 28Q: 3 clusters Score -1.848092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142812 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -18480918.000000 Penalty: 5889.168457
	Iteration 29Q: 3 clusters Score -1.848092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142812 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -18480918.000000 Penalty: 5889.168457
	Iteration 30F: 3 clusters Score -1.848092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 143603 members 
Mstep: Class 3 contains 5465 members 
Mstep: Class 4 contains 276 members 
Mstep: Class 5 contains 177837 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7826 members 
Mstep: Class 10 contains 152800 members 
Mstep: Class 11 contains 68920 members 
Mstep: Class 12 contains 164469 members 
Mstep: Class 13 contains 8718 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 143026 members 
Mstep: Class 16 contains 68465 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 24469 members 
Mstep: Class 19 contains 162987 members 
Mstep: Class 20 contains 353 members 
Mstep: Class 21 contains 143390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325264.000000 Penalty: 80260.382812
Iteration 119Q: 24 clusters Score -1.613253e+08 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 143650 members 
Mstep: Class 3 contains 5459 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 177847 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 6399 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7827 members 
Mstep: Class 10 contains 152986 members 
Mstep: Class 11 contains 68925 members 
Mstep: Class 12 contains 164260 members 
Mstep: Class 13 contains 8722 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 143045 members 
Mstep: Class 16 contains 68295 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 24665 members 
Mstep: Class 19 contains 162949 members 
Mstep: Class 20 contains 354 members 
Mstep: Class 21 contains 143372 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 23 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325120.000000 Penalty: 80260.382812
Iteration 120F: 24 clusters Score -1.613251e+08 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 143689 members 
Mstep: Class 3 contains 5456 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 177860 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 6377 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7827 members 
Mstep: Class 10 contains 153105 members 
Mstep: Class 11 contains 68934 members 
Mstep: Class 12 contains 164157 members 
Mstep: Class 13 contains 8721 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 143068 members 
Mstep: Class 16 contains 68114 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 18 contains 24882 members 
Mstep: Class 19 contains 162864 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 143345 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 23 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325120.000000 Penalty: 80260.382812
Iteration 121Q: 24 clusters Score -1.613251e+08 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 143712 members 
Mstep: Class 3 contains 5453 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177911 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7837 members 
Mstep: Class 10 contains 153217 members 
Mstep: Class 11 contains 68924 members 
Mstep: Class 12 contains 164027 members 
Mstep: Class 13 contains 8721 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 143088 members 
Mstep: Class 16 contains 67953 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 25082 members 
Mstep: Class 19 contains 162808 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 143313 members 
Mstep: Class 22 contains 458 members 
Mstep: Class 23 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325344.000000 Penalty: 80260.382812
Iteration 122Q: 24 clusters Score -1.613253e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 5445 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177956 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 6334 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7847 members 
Mstep: Class 10 contains 153305 members 
Mstep: Class 11 contains 68918 members 
Mstep: Class 12 contains 163926 members 
Mstep: Class 13 contains 8717 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 143072 members 
Mstep: Class 16 contains 67792 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 25265 members 
Mstep: Class 19 contains 162780 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 143286 members 
Mstep: Class 22 contains 477 members 
Mstep: Class 23 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325776.000000 Penalty: 80260.382812
Iteration 123Q: 24 clusters Score -1.613258e+08 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 143797 members 
Mstep: Class 3 contains 5427 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177976 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 6302 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7852 members 
Mstep: Class 10 contains 153371 members 
Mstep: Class 11 contains 68916 members 
Mstep: Class 12 contains 163860 members 
Mstep: Class 13 contains 8719 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 143052 members 
Mstep: Class 16 contains 67627 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 25466 members 
Mstep: Class 19 contains 162762 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 143269 members 
Mstep: Class 22 contains 492 members 
Mstep: Class 23 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326064.000000 Penalty: 80260.382812
Iteration 124Q: 24 clusters Score -1.613261e+08 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 143857 members 
Mstep: Class 3 contains 5421 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 178008 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 6264 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7857 members 
Mstep: Class 10 contains 153394 members 
Mstep: Class 11 contains 68912 members 
Mstep: Class 12 contains 163839 members 
Mstep: Class 13 contains 8727 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 143020 members 
Mstep: Class 16 contains 67468 members 
Mstep: Class 17 contains 4264 members 
Mstep: Class 18 contains 25664 members 
Mstep: Class 19 contains 162707 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 143256 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325808.000000 Penalty: 80260.382812
Iteration 125Q: 24 clusters Score -1.613258e+08 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 143913 members 
Mstep: Class 3 contains 5413 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 178040 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 6221 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7865 members 
Mstep: Class 10 contains 153384 members 
Mstep: Class 11 contains 68910 members 
Mstep: Class 12 contains 163832 members 
Mstep: Class 13 contains 8728 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 142993 members 
Mstep: Class 16 contains 67348 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 25833 members 
Mstep: Class 19 contains 162668 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143247 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325424.000000 Penalty: 80260.382812
Iteration 126Q: 24 clusters Score -1.613254e+08 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 143930 members 
Mstep: Class 3 contains 5403 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 178032 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7866 members 
Mstep: Class 10 contains 153385 members 
Mstep: Class 11 contains 68921 members 
Mstep: Class 12 contains 163852 members 
Mstep: Class 13 contains 8730 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 142996 members 
Mstep: Class 16 contains 67232 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 25982 members 
Mstep: Class 19 contains 162626 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143258 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325552.000000 Penalty: 80260.382812
Iteration 127Q: 24 clusters Score -1.613256e+08 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 143937 members 
Mstep: Class 3 contains 5405 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 178034 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7875 members 
Mstep: Class 10 contains 153448 members 
Mstep: Class 11 contains 68939 members 
Mstep: Class 12 contains 163819 members 
Mstep: Class 13 contains 8729 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 143017 members 
Mstep: Class 16 contains 67105 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 26133 members 
Mstep: Class 19 contains 162564 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143245 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324976.000000 Penalty: 80260.382812
Iteration 128Q: 24 clusters Score -1.61325e+08 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 143937 members 
Mstep: Class 3 contains 5385 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 178009 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 6103 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7869 members 
Mstep: Class 10 contains 153457 members 
Mstep: Class 11 contains 68947 members 
Mstep: Class 12 contains 163888 members 
Mstep: Class 13 contains 8723 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 143021 members 
Mstep: Class 16 contains 67005 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 26289 members 
Mstep: Class 19 contains 162504 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143260 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324736.000000 Penalty: 80260.382812
Iteration 129Q: 24 clusters Score -1.613247e+08 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 143966 members 
Mstep: Class 3 contains 5369 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177966 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7866 members 
Mstep: Class 10 contains 153486 members 
Mstep: Class 11 contains 68941 members 
Mstep: Class 12 contains 163949 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 143014 members 
Mstep: Class 16 contains 66884 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 26455 members 
Mstep: Class 19 contains 162470 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143235 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324608.000000 Penalty: 80260.382812
Iteration 130Q: 24 clusters Score -1.613246e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 143987 members 
Mstep: Class 3 contains 5360 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177916 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 6042 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7859 members 
Mstep: Class 10 contains 153476 members 
Mstep: Class 11 contains 68949 members 
Mstep: Class 12 contains 163966 members 
Mstep: Class 13 contains 8730 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 143018 members 
Mstep: Class 16 contains 66774 members 
Mstep: Class 17 contains 4256 members 
Mstep: Class 18 contains 26616 members 
Mstep: Class 19 contains 162466 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143240 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324320.000000 Penalty: 80260.382812
Iteration 131Q: 24 clusters Score -1.613243e+08 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 143985 members 
Mstep: Class 3 contains 5365 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177853 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 6016 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7847 members 
Mstep: Class 10 contains 153448 members 
Mstep: Class 11 contains 68961 members 
Mstep: Class 12 contains 164010 members 
Mstep: Class 13 contains 8725 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 143051 members 
Mstep: Class 16 contains 66657 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 26786 members 
Mstep: Class 19 contains 162441 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143252 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324416.000000 Penalty: 80260.382812
Iteration 132Q: 24 clusters Score -1.613244e+08 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 143979 members 
Mstep: Class 3 contains 5375 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177803 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7845 members 
Mstep: Class 10 contains 153420 members 
Mstep: Class 11 contains 68963 members 
Mstep: Class 12 contains 164116 members 
Mstep: Class 13 contains 8718 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 143064 members 
Mstep: Class 16 contains 66548 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 26935 members 
Mstep: Class 19 contains 162380 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143254 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324144.000000 Penalty: 80260.382812
Iteration 133Q: 24 clusters Score -1.613241e+08 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 144008 members 
Mstep: Class 3 contains 5394 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177733 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5976 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7839 members 
Mstep: Class 10 contains 153397 members 
Mstep: Class 11 contains 68973 members 
Mstep: Class 12 contains 164164 members 
Mstep: Class 13 contains 8721 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 143070 members 
Mstep: Class 16 contains 66417 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 27101 members 
Mstep: Class 19 contains 162324 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143274 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323920.000000 Penalty: 80260.382812
Iteration 134Q: 24 clusters Score -1.613239e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 144018 members 
Mstep: Class 3 contains 5392 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177693 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5955 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7834 members 
Mstep: Class 10 contains 153356 members 
Mstep: Class 11 contains 68979 members 
Mstep: Class 12 contains 164216 members 
Mstep: Class 13 contains 8716 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 143088 members 
Mstep: Class 16 contains 66323 members 
Mstep: Class 17 contains 4266 members 
Mstep: Class 18 contains 27247 members 
Mstep: Class 19 contains 162287 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143282 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324304.000000 Penalty: 80260.382812
Iteration 135Q: 24 clusters Score -1.613243e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 144039 members 
Mstep: Class 3 contains 5406 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177632 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5933 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7827 members 
Mstep: Class 10 contains 153350 members 
Mstep: Class 11 contains 68987 members 
Mstep: Class 12 contains 164241 members 
Mstep: Class 13 contains 8719 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 143106 members 
Mstep: Class 16 contains 66235 members 
Mstep: Class 17 contains 4264 members 
Mstep: Class 18 contains 27393 members 
Mstep: Class 19 contains 162249 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143270 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324528.000000 Penalty: 80260.382812
Iteration 136Q: 24 clusters Score -1.613245e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 144096 members 
Mstep: Class 3 contains 5406 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177574 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5914 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7826 members 
Mstep: Class 10 contains 153376 members 
Mstep: Class 11 contains 69003 members 
Mstep: Class 12 contains 164206 members 
Mstep: Class 13 contains 8719 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 143104 members 
Mstep: Class 16 contains 66154 members 
Mstep: Class 17 contains 4267 members 
Mstep: Class 18 contains 27515 members 
Mstep: Class 19 contains 162212 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143280 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324496.000000 Penalty: 80260.382812
Iteration 137Q: 24 clusters Score -1.613245e+08 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 144185 members 
Mstep: Class 3 contains 5399 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177535 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5895 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7824 members 
Mstep: Class 10 contains 153377 members 
Mstep: Class 11 contains 69022 members 
Mstep: Class 12 contains 164147 members 
Mstep: Class 13 contains 8719 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 143122 members 
Mstep: Class 16 contains 66062 members 
Mstep: Class 17 contains 4268 members 
Mstep: Class 18 contains 27652 members 
Mstep: Class 19 contains 162172 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143273 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324224.000000 Penalty: 80260.382812
Iteration 138Q: 24 clusters Score -1.613242e+08 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 144246 members 
Mstep: Class 3 contains 5383 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177493 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5876 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7815 members 
Mstep: Class 10 contains 153431 members 
Mstep: Class 11 contains 69049 members 
Mstep: Class 12 contains 164066 members 
Mstep: Class 13 contains 8722 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 143137 members 
Mstep: Class 16 contains 65969 members 
Mstep: Class 17 contains 4267 members 
Mstep: Class 18 contains 27790 members 
Mstep: Class 19 contains 162136 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143272 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324176.000000 Penalty: 80260.382812
Iteration 139Q: 24 clusters Score -1.613242e+08 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 144306 members 
Mstep: Class 3 contains 5374 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177456 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5859 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7807 members 
Mstep: Class 10 contains 153469 members 
Mstep: Class 11 contains 69065 members 
Mstep: Class 12 contains 164010 members 
Mstep: Class 13 contains 8728 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 143172 members 
Mstep: Class 16 contains 65879 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 27922 members 
Mstep: Class 19 contains 162041 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143300 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324320.000000 Penalty: 80260.382812
Iteration 140F: 24 clusters Score -1.613243e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 144326 members 
Mstep: Class 3 contains 5364 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177416 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5844 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7799 members 
Mstep: Class 10 contains 153510 members 
Mstep: Class 11 contains 69080 members 
Mstep: Class 12 contains 163975 members 
Mstep: Class 13 contains 8731 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 143210 members 
Mstep: Class 16 contains 65789 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 28047 members 
Mstep: Class 19 contains 161976 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143320 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324448.000000 Penalty: 80260.382812
Iteration 141Q: 24 clusters Score -1.613244e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 144316 members 
Mstep: Class 3 contains 5359 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177369 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5824 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7794 members 
Mstep: Class 10 contains 153549 members 
Mstep: Class 11 contains 69109 members 
Mstep: Class 12 contains 163912 members 
Mstep: Class 13 contains 8733 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 143243 members 
Mstep: Class 16 contains 65734 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 28142 members 
Mstep: Class 19 contains 161970 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143337 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324224.000000 Penalty: 80260.382812
Iteration 142Q: 24 clusters Score -1.613242e+08 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 144311 members 
Mstep: Class 3 contains 5348 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177326 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5810 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7774 members 
Mstep: Class 10 contains 153577 members 
Mstep: Class 11 contains 69137 members 
Mstep: Class 12 contains 163878 members 
Mstep: Class 13 contains 8732 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 143246 members 
Mstep: Class 16 contains 65664 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 28238 members 
Mstep: Class 19 contains 161970 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143378 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324272.000000 Penalty: 80260.382812
Iteration 143Q: 24 clusters Score -1.613243e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 144300 members 
Mstep: Class 3 contains 5348 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177288 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5796 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7762 members 
Mstep: Class 10 contains 153582 members 
Mstep: Class 11 contains 69148 members 
Mstep: Class 12 contains 163849 members 
Mstep: Class 13 contains 8732 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 143290 members 
Mstep: Class 16 contains 65584 members 
Mstep: Class 17 contains 4264 members 
Mstep: Class 18 contains 28320 members 
Mstep: Class 19 contains 161989 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143397 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323808.000000 Penalty: 80260.382812
Iteration 144Q: 24 clusters Score -1.613238e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 144318 members 
Mstep: Class 3 contains 5349 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177281 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5775 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7760 members 
Mstep: Class 10 contains 153514 members 
Mstep: Class 11 contains 69164 members 
Mstep: Class 12 contains 163801 members 
Mstep: Class 13 contains 8733 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 143312 members 
Mstep: Class 16 contains 65516 members 
Mstep: Class 17 contains 4269 members 
Mstep: Class 18 contains 28419 members 
Mstep: Class 19 contains 162026 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143412 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324160.000000 Penalty: 80260.382812
Iteration 145Q: 24 clusters Score -1.613242e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 144382 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177270 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5760 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7746 members 
Mstep: Class 10 contains 153491 members 
Mstep: Class 11 contains 69175 members 
Mstep: Class 12 contains 163720 members 
Mstep: Class 13 contains 8733 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 143330 members 
Mstep: Class 16 contains 65437 members 
Mstep: Class 17 contains 4271 members 
Mstep: Class 18 contains 28519 members 
Mstep: Class 19 contains 162048 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143417 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323936.000000 Penalty: 80260.382812
Iteration 146Q: 24 clusters Score -1.613239e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 144453 members 
Mstep: Class 3 contains 5349 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177228 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5747 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7726 members 
Mstep: Class 10 contains 153504 members 
Mstep: Class 11 contains 69188 members 
Mstep: Class 12 contains 163661 members 
Mstep: Class 13 contains 8732 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 143349 members 
Mstep: Class 16 contains 65340 members 
Mstep: Class 17 contains 4272 members 
Mstep: Class 18 contains 28633 members 
Mstep: Class 19 contains 162045 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143423 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323952.000000 Penalty: 80260.382812
Iteration 147Q: 24 clusters Score -1.61324e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 144523 members 
Mstep: Class 3 contains 5353 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177166 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5732 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7717 members 
Mstep: Class 10 contains 153485 members 
Mstep: Class 11 contains 69205 members 
Mstep: Class 12 contains 163634 members 
Mstep: Class 13 contains 8733 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 143395 members 
Mstep: Class 16 contains 65236 members 
Mstep: Class 17 contains 4272 members 
Mstep: Class 18 contains 28766 members 
Mstep: Class 19 contains 162009 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143424 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324288.000000 Penalty: 80260.382812
Iteration 148Q: 24 clusters Score -1.613243e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 144620 members 
Mstep: Class 3 contains 5355 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 177102 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5717 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7701 members 
Mstep: Class 10 contains 153528 members 
Mstep: Class 11 contains 69220 members 
Mstep: Class 12 contains 163568 members 
Mstep: Class 13 contains 8731 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 143410 members 
Mstep: Class 16 contains 65133 members 
Mstep: Class 17 contains 4271 members 
Mstep: Class 18 contains 28887 members 
Mstep: Class 19 contains 161988 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143419 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324336.000000 Penalty: 80260.382812
Iteration 149Q: 24 clusters Score -1.613243e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 144710 members 
Mstep: Class 3 contains 5356 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 176996 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5701 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7680 members 
Mstep: Class 10 contains 153589 members 
Mstep: Class 11 contains 69232 members 
Mstep: Class 12 contains 163519 members 
Mstep: Class 13 contains 8728 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 143408 members 
Mstep: Class 16 contains 65035 members 
Mstep: Class 17 contains 4269 members 
Mstep: Class 18 contains 29028 members 
Mstep: Class 19 contains 161991 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143408 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324192.000000 Penalty: 80260.382812
Iteration 150Q: 24 clusters Score -1.613242e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 144777 members 
Mstep: Class 3 contains 5356 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 176913 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5683 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7659 members 
Mstep: Class 10 contains 153634 members 
Mstep: Class 11 contains 69239 members 
Mstep: Class 12 contains 163481 members 
Mstep: Class 13 contains 8729 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 143420 members 
Mstep: Class 16 contains 64963 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 29133 members 
Mstep: Class 19 contains 162004 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143393 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324048.000000 Penalty: 80260.382812
Iteration 151Q: 24 clusters Score -1.61324e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 144859 members 
Mstep: Class 3 contains 5352 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 176856 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5662 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7637 members 
Mstep: Class 10 contains 153684 members 
Mstep: Class 11 contains 69245 members 
Mstep: Class 12 contains 163406 members 
Mstep: Class 13 contains 8725 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 143449 members 
Mstep: Class 16 contains 64894 members 
Mstep: Class 17 contains 4266 members 
Mstep: Class 18 contains 29225 members 
Mstep: Class 19 contains 162004 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143386 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323872.000000 Penalty: 80260.382812
Iteration 152Q: 24 clusters Score -1.613239e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 144927 members 
Mstep: Class 3 contains 5347 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 176790 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 10 contains 153696 members 
Mstep: Class 11 contains 69242 members 
Mstep: Class 12 contains 163365 members 
Mstep: Class 13 contains 8725 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 143497 members 
Mstep: Class 16 contains 64841 members 
Mstep: Class 17 contains 4268 members 
Mstep: Class 18 contains 29304 members 
Mstep: Class 19 contains 161971 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143421 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324128.000000 Penalty: 80260.382812
Iteration 153Q: 24 clusters Score -1.613241e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 145003 members 
Mstep: Class 3 contains 5347 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 176711 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5619 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7603 members 
Mstep: Class 10 contains 153685 members 
Mstep: Class 11 contains 69253 members 
Mstep: Class 12 contains 163320 members 
Mstep: Class 13 contains 8721 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 143549 members 
Mstep: Class 16 contains 64792 members 
Mstep: Class 17 contains 4267 members 
Mstep: Class 18 contains 29397 members 
Mstep: Class 19 contains 161940 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143443 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324224.000000 Penalty: 80260.382812
Iteration 154Q: 24 clusters Score -1.613242e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 145083 members 
Mstep: Class 3 contains 5346 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 176638 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5599 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 153687 members 
Mstep: Class 11 contains 69264 members 
Mstep: Class 12 contains 163308 members 
Mstep: Class 13 contains 8717 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 143584 members 
Mstep: Class 16 contains 64735 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 29493 members 
Mstep: Class 19 contains 161877 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143468 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324496.000000 Penalty: 80260.382812
Iteration 155Q: 24 clusters Score -1.613245e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 145156 members 
Mstep: Class 3 contains 5350 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 176541 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5586 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7572 members 
Mstep: Class 10 contains 153724 members 
Mstep: Class 11 contains 69290 members 
Mstep: Class 12 contains 163294 members 
Mstep: Class 13 contains 8720 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 143607 members 
Mstep: Class 16 contains 64675 members 
Mstep: Class 17 contains 4264 members 
Mstep: Class 18 contains 29583 members 
Mstep: Class 19 contains 161810 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143478 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324512.000000 Penalty: 80260.382812
Iteration 156Q: 24 clusters Score -1.613245e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 145247 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 176452 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7561 members 
Mstep: Class 10 contains 153750 members 
Mstep: Class 11 contains 69317 members 
Mstep: Class 12 contains 163267 members 
Mstep: Class 13 contains 8717 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 143622 members 
Mstep: Class 16 contains 64602 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 29690 members 
Mstep: Class 19 contains 161748 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143491 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324496.000000 Penalty: 80260.382812
Iteration 157Q: 24 clusters Score -1.613245e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 145321 members 
Mstep: Class 3 contains 5355 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 176360 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5557 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 7547 members 
Mstep: Class 10 contains 153727 members 
Mstep: Class 11 contains 69326 members 
Mstep: Class 12 contains 163298 members 
Mstep: Class 13 contains 8718 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 143649 members 
Mstep: Class 16 contains 64516 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 29809 members 
Mstep: Class 19 contains 161695 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143511 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324256.000000 Penalty: 80260.382812
Iteration 158Q: 24 clusters Score -1.613243e+08 nChanged 1246
Entering ConstructFrom: 
Score: -161324256.000000 Penalty: 80260.382812
Entering ConstructFrom: 
Trying to split cluster 1 (4175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Entering Unmasked Estep 
Score: -516479.218750 Penalty: 2067.543457
	Iteration 0F: 2 clusters Score -516479.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -512446.218750 Penalty: 4135.086914
	Iteration 0F: 3 clusters Score -512446.2 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -513370.656250 Penalty: 4135.086914
	Iteration 1F: 3 clusters Score -513370.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -513584.468750 Penalty: 4135.086914
	Iteration 2F: 3 clusters Score -513584.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -513755.562500 Penalty: 4135.086914
	Iteration 3F: 3 clusters Score -513755.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -513913.281250 Penalty: 4135.086914
	Iteration 4Q: 3 clusters Score -513913.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -514100.000000 Penalty: 4135.086914
	Iteration 5Q: 3 clusters Score -514100 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -514317.625000 Penalty: 4135.086914
	Iteration 6Q: 3 clusters Score -514317.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -514532.375000 Penalty: 4135.086914
	Iteration 7Q: 3 clusters Score -514532.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -514746.875000 Penalty: 4135.086914
	Iteration 8Q: 3 clusters Score -514746.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -514973.781250 Penalty: 4135.086914
	Iteration 9Q: 3 clusters Score -514973.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -515212.406250 Penalty: 4135.086914
	Iteration 10F: 3 clusters Score -515212.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -515431.406250 Penalty: 4135.086914
	Iteration 11Q: 3 clusters Score -515431.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -515658.781250 Penalty: 4135.086914
	Iteration 12Q: 3 clusters Score -515658.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -515854.687500 Penalty: 4135.086914
	Iteration 13Q: 3 clusters Score -515854.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -515986.906250 Penalty: 4135.086914
	Iteration 14Q: 3 clusters Score -515986.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -516057.750000 Penalty: 4135.086914
	Iteration 15Q: 3 clusters Score -516057.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -516089.625000 Penalty: 4135.086914
	Iteration 16Q: 3 clusters Score -516089.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -516109.843750 Penalty: 4135.086914
	Iteration 17Q: 3 clusters Score -516109.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -516120.500000 Penalty: 4135.086914
	Iteration 18Q: 3 clusters Score -516120.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -516126.718750 Penalty: 4135.086914
	Iteration 19Q: 3 clusters Score -516126.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -516129.312500 Penalty: 4135.086914
	Iteration 20F: 3 clusters Score -516129.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -516131.968750 Penalty: 4135.086914
	Iteration 21Q: 3 clusters Score -516132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -516136.281250 Penalty: 4135.086914
	Iteration 22Q: 3 clusters Score -516136.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -516138.031250 Penalty: 4135.086914
	Iteration 23Q: 3 clusters Score -516138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -516139.312500 Penalty: 4135.086914
	Iteration 24Q: 3 clusters Score -516139.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -516141.406250 Penalty: 4135.086914
	Iteration 25Q: 3 clusters Score -516141.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -516141.968750 Penalty: 4135.086914
	Iteration 26Q: 3 clusters Score -516142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -516141.250000 Penalty: 4135.086914
	Iteration 27Q: 3 clusters Score -516141.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -516141.437500 Penalty: 4135.086914
	Iteration 28Q: 3 clusters Score -516141.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -516140.906250 Penalty: 4135.086914
	Iteration 29Q: 3 clusters Score -516140.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -516140.906250 Penalty: 4135.086914
	Iteration 30F: 3 clusters Score -516140.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (145378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145378 members 
Entering Unmasked Estep 
Score: -18588798.000000 Penalty: 2947.999023
	Iteration 0F: 2 clusters Score -1.85888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72797 members 
Mstep: Class 2 contains 72581 members 
Entering Unmasked Estep 
Score: -18494500.000000 Penalty: 5895.998047
	Iteration 0F: 3 clusters Score -1.84945e+07 nChanged 69130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72305 members 
Mstep: Class 2 contains 73073 members 
Entering Unmasked Estep 
Score: -18534188.000000 Penalty: 5895.998047
	Iteration 1F: 3 clusters Score -1.853419e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 73517 members 
Entering Unmasked Estep 
Score: -18535028.000000 Penalty: 5895.998047
	Iteration 2Q: 3 clusters Score -1.853503e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71195 members 
Mstep: Class 2 contains 74183 members 
Entering Unmasked Estep 
Score: -18535840.000000 Penalty: 5895.998047
	Iteration 3Q: 3 clusters Score -1.853584e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
Score: -18536868.000000 Penalty: 5895.998047
	Iteration 4Q: 3 clusters Score -1.853687e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -18538214.000000 Penalty: 5895.998047
	Iteration 5Q: 3 clusters Score -1.853821e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 78267 members 
Entering Unmasked Estep 
Score: -18539870.000000 Penalty: 5895.998047
	Iteration 6Q: 3 clusters Score -1.853987e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 80706 members 
Entering Unmasked Estep 
Score: -18542304.000000 Penalty: 5895.998047
	Iteration 7Q: 3 clusters Score -1.85423e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 83948 members 
Entering Unmasked Estep 
Score: -18545652.000000 Penalty: 5895.998047
	Iteration 8Q: 3 clusters Score -1.854565e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 88002 members 
Entering Unmasked Estep 
Score: -18549888.000000 Penalty: 5895.998047
	Iteration 9F: 3 clusters Score -1.854989e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 92875 members 
Entering Unmasked Estep 
Score: -18555710.000000 Penalty: 5895.998047
	Iteration 10F: 3 clusters Score -1.855571e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 98004 members 
Entering Unmasked Estep 
Score: -18562328.000000 Penalty: 5895.998047
	Iteration 11F: 3 clusters Score -1.856233e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 102569 members 
Entering Unmasked Estep 
Score: -18567986.000000 Penalty: 5895.998047
	Iteration 12F: 3 clusters Score -1.856799e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 106223 members 
Entering Unmasked Estep 
Score: -18571776.000000 Penalty: 5895.998047
	Iteration 13Q: 3 clusters Score -1.857178e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 109138 members 
Entering Unmasked Estep 
Score: -18573882.000000 Penalty: 5895.998047
	Iteration 14Q: 3 clusters Score -1.857388e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 111777 members 
Entering Unmasked Estep 
Score: -18575086.000000 Penalty: 5895.998047
	Iteration 15Q: 3 clusters Score -1.857509e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 114255 members 
Entering Unmasked Estep 
Score: -18575930.000000 Penalty: 5895.998047
	Iteration 16Q: 3 clusters Score -1.857593e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 116627 members 
Entering Unmasked Estep 
Score: -18576832.000000 Penalty: 5895.998047
	Iteration 17Q: 3 clusters Score -1.857683e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 118981 members 
Entering Unmasked Estep 
Score: -18577726.000000 Penalty: 5895.998047
	Iteration 18Q: 3 clusters Score -1.857773e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 121277 members 
Entering Unmasked Estep 
Score: -18578712.000000 Penalty: 5895.998047
	Iteration 19Q: 3 clusters Score -1.857871e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 123522 members 
Entering Unmasked Estep 
Score: -18579766.000000 Penalty: 5895.998047
	Iteration 20F: 3 clusters Score -1.857977e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 125672 members 
Entering Unmasked Estep 
Score: -18580636.000000 Penalty: 5895.998047
	Iteration 21Q: 3 clusters Score -1.858064e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 127701 members 
Entering Unmasked Estep 
Score: -18581652.000000 Penalty: 5895.998047
	Iteration 22Q: 3 clusters Score -1.858165e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 129620 members 
Entering Unmasked Estep 
Score: -18582510.000000 Penalty: 5895.998047
	Iteration 23Q: 3 clusters Score -1.858251e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 131412 members 
Entering Unmasked Estep 
Score: -18583296.000000 Penalty: 5895.998047
	Iteration 24Q: 3 clusters Score -1.85833e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 132977 members 
Entering Unmasked Estep 
Score: -18583968.000000 Penalty: 5895.998047
	Iteration 25Q: 3 clusters Score -1.858397e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 134353 members 
Entering Unmasked Estep 
Score: -18584516.000000 Penalty: 5895.998047
	Iteration 26Q: 3 clusters Score -1.858452e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 135569 members 
Entering Unmasked Estep 
Score: -18585060.000000 Penalty: 5895.998047
	Iteration 27Q: 3 clusters Score -1.858506e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 136632 members 
Entering Unmasked Estep 
Score: -18585528.000000 Penalty: 5895.998047
	Iteration 28Q: 3 clusters Score -1.858553e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 137594 members 
Entering Unmasked Estep 
Score: -18585932.000000 Penalty: 5895.998047
	Iteration 29Q: 3 clusters Score -1.858593e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 138444 members 
Entering Unmasked Estep 
Score: -18586260.000000 Penalty: 5895.998047
	Iteration 30Q: 3 clusters Score -1.858626e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 139207 members 
Entering Unmasked Estep 
Score: -18586606.000000 Penalty: 5895.998047
	Iteration 31Q: 3 clusters Score -1.858661e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 139839 members 
Entering Unmasked Estep 
Score: -18586770.000000 Penalty: 5895.998047
	Iteration 32Q: 3 clusters Score -1.858677e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 140395 members 
Entering Unmasked Estep 
Score: -18586812.000000 Penalty: 5895.998047
	Iteration 33Q: 3 clusters Score -1.858681e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 140876 members 
Entering Unmasked Estep 
Score: -18586942.000000 Penalty: 5895.998047
	Iteration 34Q: 3 clusters Score -1.858694e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 141267 members 
Entering Unmasked Estep 
Score: -18587058.000000 Penalty: 5895.998047
	Iteration 35Q: 3 clusters Score -1.858706e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 141577 members 
Entering Unmasked Estep 
Score: -18587126.000000 Penalty: 5895.998047
	Iteration 36Q: 3 clusters Score -1.858713e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 141834 members 
Entering Unmasked Estep 
Score: -18587128.000000 Penalty: 5895.998047
	Iteration 37Q: 3 clusters Score -1.858713e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 142057 members 
Entering Unmasked Estep 
Score: -18587186.000000 Penalty: 5895.998047
	Iteration 38Q: 3 clusters Score -1.858719e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 142247 members 
Entering Unmasked Estep 
Score: -18587164.000000 Penalty: 5895.998047
	Iteration 39Q: 3 clusters Score -1.858716e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 142385 members 
Entering Unmasked Estep 
Score: -18587174.000000 Penalty: 5895.998047
	Iteration 40F: 3 clusters Score -1.858717e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 142520 members 
Entering Unmasked Estep 
Score: -18587182.000000 Penalty: 5895.998047
	Iteration 41Q: 3 clusters Score -1.858718e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 142620 members 
Entering Unmasked Estep 
Score: -18587188.000000 Penalty: 5895.998047
	Iteration 42Q: 3 clusters Score -1.858719e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 142697 members 
Entering Unmasked Estep 
Score: -18587200.000000 Penalty: 5895.998047
	Iteration 43Q: 3 clusters Score -1.85872e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 142754 members 
Entering Unmasked Estep 
Score: -18587190.000000 Penalty: 5895.998047
	Iteration 44Q: 3 clusters Score -1.858719e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 142807 members 
Entering Unmasked Estep 
Score: -18587192.000000 Penalty: 5895.998047
	Iteration 45Q: 3 clusters Score -1.858719e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 142860 members 
Entering Unmasked Estep 
Score: -18587164.000000 Penalty: 5895.998047
	Iteration 46Q: 3 clusters Score -1.858716e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 142907 members 
Entering Unmasked Estep 
Score: -18587154.000000 Penalty: 5895.998047
	Iteration 47Q: 3 clusters Score -1.858715e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 142956 members 
Entering Unmasked Estep 
Score: -18587146.000000 Penalty: 5895.998047
	Iteration 48Q: 3 clusters Score -1.858715e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 142995 members 
Entering Unmasked Estep 
Score: -18587148.000000 Penalty: 5895.998047
	Iteration 49Q: 3 clusters Score -1.858715e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 143029 members 
Entering Unmasked Estep 
Score: -18587136.000000 Penalty: 5895.998047
	Iteration 50Q: 3 clusters Score -1.858714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 143054 members 
Entering Unmasked Estep 
Score: -18587124.000000 Penalty: 5895.998047
	Iteration 51Q: 3 clusters Score -1.858712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 143070 members 
Entering Unmasked Estep 
Score: -18587130.000000 Penalty: 5895.998047
	Iteration 52Q: 3 clusters Score -1.858713e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 143084 members 
Entering Unmasked Estep 
Score: -18587146.000000 Penalty: 5895.998047
	Iteration 53Q: 3 clusters Score -1.858715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 143106 members 
Entering Unmasked Estep 
Score: -18587142.000000 Penalty: 5895.998047
	Iteration 54Q: 3 clusters Score -1.858714e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 143138 members 
Entering Unmasked Estep 
Score: -18587162.000000 Penalty: 5895.998047
	Iteration 55Q: 3 clusters Score -1.858716e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 143164 members 
Entering Unmasked Estep 
Score: -18587172.000000 Penalty: 5895.998047
	Iteration 56Q: 3 clusters Score -1.858717e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 143191 members 
Entering Unmasked Estep 
Score: -18587146.000000 Penalty: 5895.998047
	Iteration 57Q: 3 clusters Score -1.858715e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 143222 members 
Entering Unmasked Estep 
Score: -18587156.000000 Penalty: 5895.998047
	Iteration 58Q: 3 clusters Score -1.858716e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 143246 members 
Entering Unmasked Estep 
Score: -18587154.000000 Penalty: 5895.998047
	Iteration 59Q: 3 clusters Score -1.858715e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 143266 members 
Entering Unmasked Estep 
Score: -18587156.000000 Penalty: 5895.998047
	Iteration 60F: 3 clusters Score -1.858716e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 143287 members 
Entering Unmasked Estep 
Score: -18587138.000000 Penalty: 5895.998047
	Iteration 61Q: 3 clusters Score -1.858714e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 143307 members 
Entering Unmasked Estep 
Score: -18587134.000000 Penalty: 5895.998047
	Iteration 62Q: 3 clusters Score -1.858713e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 143324 members 
Entering Unmasked Estep 
Score: -18587120.000000 Penalty: 5895.998047
	Iteration 63Q: 3 clusters Score -1.858712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 143341 members 
Entering Unmasked Estep 
Score: -18587132.000000 Penalty: 5895.998047
	Iteration 64Q: 3 clusters Score -1.858713e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 143368 members 
Entering Unmasked Estep 
Score: -18587124.000000 Penalty: 5895.998047
	Iteration 65Q: 3 clusters Score -1.858712e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 143391 members 
Entering Unmasked Estep 
Score: -18587104.000000 Penalty: 5895.998047
	Iteration 66Q: 3 clusters Score -1.85871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 143405 members 
Entering Unmasked Estep 
Score: -18587114.000000 Penalty: 5895.998047
	Iteration 67Q: 3 clusters Score -1.858711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 143418 members 
Entering Unmasked Estep 
Score: -18587116.000000 Penalty: 5895.998047
	Iteration 68Q: 3 clusters Score -1.858712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 143432 members 
Entering Unmasked Estep 
Score: -18587120.000000 Penalty: 5895.998047
	Iteration 69Q: 3 clusters Score -1.858712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 143440 members 
Entering Unmasked Estep 
Score: -18587130.000000 Penalty: 5895.998047
	Iteration 70Q: 3 clusters Score -1.858713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 143440 members 
Entering Unmasked Estep 
Score: -18587134.000000 Penalty: 5895.998047
	Iteration 71Q: 3 clusters Score -1.858713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 143442 members 
Entering Unmasked Estep 
Score: -18587124.000000 Penalty: 5895.998047
	Iteration 72Q: 3 clusters Score -1.858712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 143444 members 
Entering Unmasked Estep 
Score: -18587124.000000 Penalty: 5895.998047
	Iteration 73Q: 3 clusters Score -1.858712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 143445 members 
Entering Unmasked Estep 
Score: -18587122.000000 Penalty: 5895.998047
	Iteration 74Q: 3 clusters Score -1.858712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 143446 members 
Entering Unmasked Estep 
Score: -18587126.000000 Penalty: 5895.998047
	Iteration 75Q: 3 clusters Score -1.858713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 143446 members 
Entering Unmasked Estep 
Score: -18587126.000000 Penalty: 5895.998047
	Iteration 76F: 3 clusters Score -1.858713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Entering Unmasked Estep 
Score: -677607.125000 Penalty: 2129.089600
	Iteration 0F: 2 clusters Score -677607.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -672897.312500 Penalty: 4258.179199
	Iteration 0F: 3 clusters Score -672897.3 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -674022.875000 Penalty: 4258.179199
	Iteration 1F: 3 clusters Score -674022.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -674245.375000 Penalty: 4258.179199
	Iteration 2F: 3 clusters Score -674245.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -674381.062500 Penalty: 4258.179199
	Iteration 3F: 3 clusters Score -674381.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -674473.375000 Penalty: 4258.179199
	Iteration 4Q: 3 clusters Score -674473.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -674549.375000 Penalty: 4258.179199
	Iteration 5Q: 3 clusters Score -674549.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -674604.062500 Penalty: 4258.179199
	Iteration 6Q: 3 clusters Score -674604.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -674645.875000 Penalty: 4258.179199
	Iteration 7Q: 3 clusters Score -674645.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -674690.187500 Penalty: 4258.179199
	Iteration 8Q: 3 clusters Score -674690.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -674741.062500 Penalty: 4258.179199
	Iteration 9Q: 3 clusters Score -674741.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -674797.625000 Penalty: 4258.179199
	Iteration 10Q: 3 clusters Score -674797.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -674850.937500 Penalty: 4258.179199
	Iteration 11Q: 3 clusters Score -674850.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -674895.500000 Penalty: 4258.179199
	Iteration 12Q: 3 clusters Score -674895.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -674941.875000 Penalty: 4258.179199
	Iteration 13Q: 3 clusters Score -674941.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -674982.312500 Penalty: 4258.179199
	Iteration 14Q: 3 clusters Score -674982.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -675017.125000 Penalty: 4258.179199
	Iteration 15Q: 3 clusters Score -675017.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -675052.375000 Penalty: 4258.179199
	Iteration 16Q: 3 clusters Score -675052.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -675092.250000 Penalty: 4258.179199
	Iteration 17Q: 3 clusters Score -675092.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -675124.062500 Penalty: 4258.179199
	Iteration 18Q: 3 clusters Score -675124.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -675150.812500 Penalty: 4258.179199
	Iteration 19Q: 3 clusters Score -675150.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -675177.937500 Penalty: 4258.179199
	Iteration 20F: 3 clusters Score -675177.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -675202.125000 Penalty: 4258.179199
	Iteration 21Q: 3 clusters Score -675202.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -675227.625000 Penalty: 4258.179199
	Iteration 22Q: 3 clusters Score -675227.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -675250.812500 Penalty: 4258.179199
	Iteration 23Q: 3 clusters Score -675250.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -675273.250000 Penalty: 4258.179199
	Iteration 24Q: 3 clusters Score -675273.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -675290.437500 Penalty: 4258.179199
	Iteration 25Q: 3 clusters Score -675290.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -675316.312500 Penalty: 4258.179199
	Iteration 26Q: 3 clusters Score -675316.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -675353.937500 Penalty: 4258.179199
	Iteration 27Q: 3 clusters Score -675353.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -675397.750000 Penalty: 4258.179199
	Iteration 28Q: 3 clusters Score -675397.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -675442.250000 Penalty: 4258.179199
	Iteration 29Q: 3 clusters Score -675442.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -675473.375000 Penalty: 4258.179199
	Iteration 30Q: 3 clusters Score -675473.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -675502.750000 Penalty: 4258.179199
	Iteration 31Q: 3 clusters Score -675502.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -675529.125000 Penalty: 4258.179199
	Iteration 32Q: 3 clusters Score -675529.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -675551.687500 Penalty: 4258.179199
	Iteration 33Q: 3 clusters Score -675551.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -675565.000000 Penalty: 4258.179199
	Iteration 34Q: 3 clusters Score -675565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -675582.125000 Penalty: 4258.179199
	Iteration 35Q: 3 clusters Score -675582.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -675593.312500 Penalty: 4258.179199
	Iteration 36Q: 3 clusters Score -675593.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -675600.187500 Penalty: 4258.179199
	Iteration 37Q: 3 clusters Score -675600.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -675604.750000 Penalty: 4258.179199
	Iteration 38Q: 3 clusters Score -675604.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -675606.625000 Penalty: 4258.179199
	Iteration 39Q: 3 clusters Score -675606.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -675608.375000 Penalty: 4258.179199
	Iteration 40F: 3 clusters Score -675608.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -675612.500000 Penalty: 4258.179199
	Iteration 41Q: 3 clusters Score -675612.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -675616.062500 Penalty: 4258.179199
	Iteration 42Q: 3 clusters Score -675616.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -675619.500000 Penalty: 4258.179199
	Iteration 43Q: 3 clusters Score -675619.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -675622.375000 Penalty: 4258.179199
	Iteration 44Q: 3 clusters Score -675622.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -675630.625000 Penalty: 4258.179199
	Iteration 45Q: 3 clusters Score -675630.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -675639.187500 Penalty: 4258.179199
	Iteration 46Q: 3 clusters Score -675639.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -675644.187500 Penalty: 4258.179199
	Iteration 47Q: 3 clusters Score -675644.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -675652.875000 Penalty: 4258.179199
	Iteration 48Q: 3 clusters Score -675652.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -675660.500000 Penalty: 4258.179199
	Iteration 49Q: 3 clusters Score -675660.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -675665.562500 Penalty: 4258.179199
	Iteration 50Q: 3 clusters Score -675665.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -675672.125000 Penalty: 4258.179199
	Iteration 51Q: 3 clusters Score -675672.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -675674.062500 Penalty: 4258.179199
	Iteration 52Q: 3 clusters Score -675674.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -675676.312500 Penalty: 4258.179199
	Iteration 53Q: 3 clusters Score -675676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -675680.562500 Penalty: 4258.179199
	Iteration 54Q: 3 clusters Score -675680.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -675685.062500 Penalty: 4258.179199
	Iteration 55Q: 3 clusters Score -675685.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -675690.812500 Penalty: 4258.179199
	Iteration 56Q: 3 clusters Score -675690.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -675700.187500 Penalty: 4258.179199
	Iteration 57Q: 3 clusters Score -675700.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -675704.250000 Penalty: 4258.179199
	Iteration 58Q: 3 clusters Score -675704.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -675708.875000 Penalty: 4258.179199
	Iteration 59Q: 3 clusters Score -675708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -675710.187500 Penalty: 4258.179199
	Iteration 60F: 3 clusters Score -675710.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -25838.738281 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -25838.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24633.107422 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -24633.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24835.386719 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -24835.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24942.708984 Penalty: 2794.855469
	Iteration 2Q: 3 clusters Score -24942.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24993.679688 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -24993.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25021.847656 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -25021.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25044.417969 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -25044.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25072.976562 Penalty: 2794.855469
	Iteration 6Q: 3 clusters Score -25072.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25086.589844 Penalty: 2794.855469
	Iteration 7Q: 3 clusters Score -25086.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25113.087891 Penalty: 2794.855469
	Iteration 8Q: 3 clusters Score -25113.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25130.917969 Penalty: 2794.855469
	Iteration 9Q: 3 clusters Score -25130.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25130.917969 Penalty: 2794.855469
	Iteration 10F: 3 clusters Score -25130.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (176283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176283 members 
Entering Unmasked Estep 
Score: -22429848.000000 Penalty: 2995.802002
	Iteration 0F: 2 clusters Score -2.242985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87749 members 
Mstep: Class 2 contains 88534 members 
Entering Unmasked Estep 
Score: -22316382.000000 Penalty: 5991.604004
	Iteration 0F: 3 clusters Score -2.231638e+07 nChanged 84518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 96464 members 
Entering Unmasked Estep 
Score: -22366478.000000 Penalty: 5991.604004
	Iteration 1F: 3 clusters Score -2.236648e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 101932 members 
Entering Unmasked Estep 
Score: -22368744.000000 Penalty: 5991.604004
	Iteration 2Q: 3 clusters Score -2.236874e+07 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66142 members 
Mstep: Class 2 contains 110141 members 
Entering Unmasked Estep 
Score: -22372840.000000 Penalty: 5991.604004
	Iteration 3F: 3 clusters Score -2.237284e+07 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 121861 members 
Entering Unmasked Estep 
Score: -22380348.000000 Penalty: 5991.604004
	Iteration 4F: 3 clusters Score -2.238035e+07 nChanged 15158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 136871 members 
Entering Unmasked Estep 
Score: -22392928.000000 Penalty: 5991.604004
	Iteration 5F: 3 clusters Score -2.239293e+07 nChanged 16188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 153019 members 
Entering Unmasked Estep 
Score: -22408590.000000 Penalty: 5991.604004
	Iteration 6F: 3 clusters Score -2.240859e+07 nChanged 12739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 165744 members 
Entering Unmasked Estep 
Score: -22419618.000000 Penalty: 5991.604004
	Iteration 7F: 3 clusters Score -2.241962e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 172569 members 
Entering Unmasked Estep 
Score: -22424770.000000 Penalty: 5991.604004
	Iteration 8Q: 3 clusters Score -2.242477e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 175038 members 
Entering Unmasked Estep 
Score: -22426338.000000 Penalty: 5991.604004
	Iteration 9Q: 3 clusters Score -2.242634e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 175744 members 
Entering Unmasked Estep 
Score: -22426836.000000 Penalty: 5991.604004
	Iteration 10Q: 3 clusters Score -2.242684e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 175944 members 
Entering Unmasked Estep 
Score: -22427064.000000 Penalty: 5991.604004
	Iteration 11Q: 3 clusters Score -2.242706e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 176004 members 
Entering Unmasked Estep 
Score: -22427114.000000 Penalty: 5991.604004
	Iteration 12Q: 3 clusters Score -2.242711e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 176034 members 
Entering Unmasked Estep 
Score: -22427196.000000 Penalty: 5991.604004
	Iteration 13Q: 3 clusters Score -2.24272e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 176043 members 
Entering Unmasked Estep 
Score: -22427228.000000 Penalty: 5991.604004
	Iteration 14Q: 3 clusters Score -2.242723e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 176044 members 
Entering Unmasked Estep 
Score: -22427262.000000 Penalty: 5991.604004
	Iteration 15Q: 3 clusters Score -2.242726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 176048 members 
Entering Unmasked Estep 
Score: -22427274.000000 Penalty: 5991.604004
	Iteration 16Q: 3 clusters Score -2.242727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 176048 members 
Entering Unmasked Estep 
Score: -22427274.000000 Penalty: 5991.604004
	Iteration 17Q: 3 clusters Score -2.242727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 176050 members 
Entering Unmasked Estep 
Score: -22427290.000000 Penalty: 5991.604004
	Iteration 18Q: 3 clusters Score -2.242729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 176052 members 
Entering Unmasked Estep 
Score: -22427288.000000 Penalty: 5991.604004
	Iteration 19Q: 3 clusters Score -2.242729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 176053 members 
Entering Unmasked Estep 
Score: -22427286.000000 Penalty: 5991.604004
	Iteration 20F: 3 clusters Score -2.242729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 176054 members 
Entering Unmasked Estep 
Score: -22427288.000000 Penalty: 5991.604004
	Iteration 21Q: 3 clusters Score -2.242729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 176055 members 
Entering Unmasked Estep 
Score: -22427302.000000 Penalty: 5991.604004
	Iteration 22Q: 3 clusters Score -2.24273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 176057 members 
Entering Unmasked Estep 
Score: -22427302.000000 Penalty: 5991.604004
	Iteration 23Q: 3 clusters Score -2.24273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 176056 members 
Entering Unmasked Estep 
Score: -22427306.000000 Penalty: 5991.604004
	Iteration 24Q: 3 clusters Score -2.242731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 176058 members 
Entering Unmasked Estep 
Score: -22427316.000000 Penalty: 5991.604004
	Iteration 25Q: 3 clusters Score -2.242732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 176063 members 
Entering Unmasked Estep 
Score: -22427318.000000 Penalty: 5991.604004
	Iteration 26Q: 3 clusters Score -2.242732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 176061 members 
Entering Unmasked Estep 
Score: -22427330.000000 Penalty: 5991.604004
	Iteration 27Q: 3 clusters Score -2.242733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 176062 members 
Entering Unmasked Estep 
Score: -22427324.000000 Penalty: 5991.604004
	Iteration 28Q: 3 clusters Score -2.242732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 176064 members 
Entering Unmasked Estep 
Score: -22427330.000000 Penalty: 5991.604004
	Iteration 29Q: 3 clusters Score -2.242733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 176064 members 
Entering Unmasked Estep 
Score: -22427334.000000 Penalty: 5991.604004
	Iteration 30Q: 3 clusters Score -2.242733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 176065 members 
Entering Unmasked Estep 
Score: -22427336.000000 Penalty: 5991.604004
	Iteration 31Q: 3 clusters Score -2.242734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 176065 members 
Entering Unmasked Estep 
Score: -22427336.000000 Penalty: 5991.604004
	Iteration 32F: 3 clusters Score -2.242734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -39970.726562 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -39970.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38617.882812 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -38617.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38938.632812 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -38938.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39122.871094 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -39122.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39246.285156 Penalty: 2965.527344
	Iteration 3F: 3 clusters Score -39246.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39360.917969 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -39360.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39443.667969 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -39443.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39491.847656 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -39491.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39552.363281 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -39552.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39672.988281 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -39672.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -39755.984375 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -39755.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39762.792969 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -39762.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39766.550781 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -39766.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39766.550781 Penalty: 2965.527344
	Iteration 12F: 3 clusters Score -39766.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Entering Unmasked Estep 
Score: -665187.000000 Penalty: 2137.384277
	Iteration 0F: 2 clusters Score -665187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -660323.125000 Penalty: 4274.768555
	Iteration 0F: 3 clusters Score -660323.1 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -661540.625000 Penalty: 4274.768555
	Iteration 1F: 3 clusters Score -661540.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -661805.750000 Penalty: 4274.768555
	Iteration 2F: 3 clusters Score -661805.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -662012.625000 Penalty: 4274.768555
	Iteration 3F: 3 clusters Score -662012.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -662200.687500 Penalty: 4274.768555
	Iteration 4Q: 3 clusters Score -662200.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -662408.687500 Penalty: 4274.768555
	Iteration 5Q: 3 clusters Score -662408.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -662628.875000 Penalty: 4274.768555
	Iteration 6F: 3 clusters Score -662628.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -662843.437500 Penalty: 4274.768555
	Iteration 7F: 3 clusters Score -662843.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -663029.687500 Penalty: 4274.768555
	Iteration 8Q: 3 clusters Score -663029.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -663184.937500 Penalty: 4274.768555
	Iteration 9Q: 3 clusters Score -663184.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -663315.000000 Penalty: 4274.768555
	Iteration 10Q: 3 clusters Score -663315 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -663417.812500 Penalty: 4274.768555
	Iteration 11Q: 3 clusters Score -663417.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -663489.062500 Penalty: 4274.768555
	Iteration 12Q: 3 clusters Score -663489.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -663554.812500 Penalty: 4274.768555
	Iteration 13Q: 3 clusters Score -663554.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -663616.000000 Penalty: 4274.768555
	Iteration 14Q: 3 clusters Score -663616 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -663655.250000 Penalty: 4274.768555
	Iteration 15Q: 3 clusters Score -663655.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -663689.375000 Penalty: 4274.768555
	Iteration 16Q: 3 clusters Score -663689.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -663723.562500 Penalty: 4274.768555
	Iteration 17Q: 3 clusters Score -663723.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -663749.812500 Penalty: 4274.768555
	Iteration 18Q: 3 clusters Score -663749.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -663769.062500 Penalty: 4274.768555
	Iteration 19Q: 3 clusters Score -663769.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -663787.125000 Penalty: 4274.768555
	Iteration 20F: 3 clusters Score -663787.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -663796.500000 Penalty: 4274.768555
	Iteration 21Q: 3 clusters Score -663796.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -663799.125000 Penalty: 4274.768555
	Iteration 22Q: 3 clusters Score -663799.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -663805.937500 Penalty: 4274.768555
	Iteration 23Q: 3 clusters Score -663805.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -663808.812500 Penalty: 4274.768555
	Iteration 24Q: 3 clusters Score -663808.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -663816.000000 Penalty: 4274.768555
	Iteration 25Q: 3 clusters Score -663816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -663820.937500 Penalty: 4274.768555
	Iteration 26Q: 3 clusters Score -663820.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -663829.250000 Penalty: 4274.768555
	Iteration 27Q: 3 clusters Score -663829.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -663838.000000 Penalty: 4274.768555
	Iteration 28Q: 3 clusters Score -663838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -663845.187500 Penalty: 4274.768555
	Iteration 29Q: 3 clusters Score -663845.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -663853.187500 Penalty: 4274.768555
	Iteration 30Q: 3 clusters Score -663853.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -663858.437500 Penalty: 4274.768555
	Iteration 31Q: 3 clusters Score -663858.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -663860.937500 Penalty: 4274.768555
	Iteration 32Q: 3 clusters Score -663860.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -663865.812500 Penalty: 4274.768555
	Iteration 33Q: 3 clusters Score -663865.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -663869.750000 Penalty: 4274.768555
	Iteration 34Q: 3 clusters Score -663869.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -663871.375000 Penalty: 4274.768555
	Iteration 35Q: 3 clusters Score -663871.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -663876.437500 Penalty: 4274.768555
	Iteration 36Q: 3 clusters Score -663876.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -663880.312500 Penalty: 4274.768555
	Iteration 37Q: 3 clusters Score -663880.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -663882.687500 Penalty: 4274.768555
	Iteration 38Q: 3 clusters Score -663882.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -663887.500000 Penalty: 4274.768555
	Iteration 39Q: 3 clusters Score -663887.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -663891.625000 Penalty: 4274.768555
	Iteration 40F: 3 clusters Score -663891.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -663897.312500 Penalty: 4274.768555
	Iteration 41Q: 3 clusters Score -663897.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -663901.187500 Penalty: 4274.768555
	Iteration 42Q: 3 clusters Score -663901.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -663907.062500 Penalty: 4274.768555
	Iteration 43Q: 3 clusters Score -663907.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -663913.875000 Penalty: 4274.768555
	Iteration 44Q: 3 clusters Score -663913.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -663919.125000 Penalty: 4274.768555
	Iteration 45Q: 3 clusters Score -663919.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -663925.625000 Penalty: 4274.768555
	Iteration 46Q: 3 clusters Score -663925.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -663929.437500 Penalty: 4274.768555
	Iteration 47Q: 3 clusters Score -663929.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -663934.312500 Penalty: 4274.768555
	Iteration 48Q: 3 clusters Score -663934.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -663936.625000 Penalty: 4274.768555
	Iteration 49Q: 3 clusters Score -663936.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -663940.937500 Penalty: 4274.768555
	Iteration 50Q: 3 clusters Score -663940.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -663942.437500 Penalty: 4274.768555
	Iteration 51Q: 3 clusters Score -663942.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -663943.812500 Penalty: 4274.768555
	Iteration 52Q: 3 clusters Score -663943.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -663945.875000 Penalty: 4274.768555
	Iteration 53Q: 3 clusters Score -663945.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -663948.562500 Penalty: 4274.768555
	Iteration 54Q: 3 clusters Score -663948.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -663951.625000 Penalty: 4274.768555
	Iteration 55Q: 3 clusters Score -663951.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -663955.062500 Penalty: 4274.768555
	Iteration 56Q: 3 clusters Score -663955.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -663955.937500 Penalty: 4274.768555
	Iteration 57Q: 3 clusters Score -663955.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -663957.375000 Penalty: 4274.768555
	Iteration 58Q: 3 clusters Score -663957.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -663958.250000 Penalty: 4274.768555
	Iteration 59Q: 3 clusters Score -663958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -663959.250000 Penalty: 4274.768555
	Iteration 60F: 3 clusters Score -663959.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -663960.437500 Penalty: 4274.768555
	Iteration 61Q: 3 clusters Score -663960.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -663963.312500 Penalty: 4274.768555
	Iteration 62Q: 3 clusters Score -663963.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -663962.125000 Penalty: 4274.768555
	Iteration 63Q: 3 clusters Score -663962.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -663962.125000 Penalty: 4274.768555
	Iteration 64F: 3 clusters Score -663962.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -116728.570312 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -116728.6 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 558 members 
Entering Unmasked Estep 
Score: -114735.929688 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -114735.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -115170.187500 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -115170.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -115411.687500 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -115411.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -115979.515625 Penalty: 3480.683105
	Iteration 3F: 3 clusters Score -115979.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -116625.171875 Penalty: 3480.683105
	Iteration 4F: 3 clusters Score -116625.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -116935.585938 Penalty: 3480.683105
	Iteration 5F: 3 clusters Score -116935.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -117173.414062 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -117173.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -117563.632812 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -117563.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -117733.421875 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -117733.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -117835.062500 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -117835.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -117993.046875 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -117993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -118111.414062 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -118111.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -118250.257812 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -118250.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -118292.914062 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -118292.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -118350.992188 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -118351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -118415.414062 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -118415.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -118439.273438 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -118439.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -118460.234375 Penalty: 3480.683105
	Iteration 17Q: 3 clusters Score -118460.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -118494.921875 Penalty: 3480.683105
	Iteration 18Q: 3 clusters Score -118494.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -118569.585938 Penalty: 3480.683105
	Iteration 19Q: 3 clusters Score -118569.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -118604.882812 Penalty: 3480.683105
	Iteration 20F: 3 clusters Score -118604.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -118627.812500 Penalty: 3480.683105
	Iteration 21Q: 3 clusters Score -118627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -118629.632812 Penalty: 3480.683105
	Iteration 22Q: 3 clusters Score -118629.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -118629.632812 Penalty: 3480.683105
	Iteration 23F: 3 clusters Score -118629.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 145378 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 176283 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5533 members 
Mstep: Class 8 contains 458 members 
Mstep: Class 9 contains 7532 members 
Mstep: Class 10 contains 153724 members 
Mstep: Class 11 contains 69346 members 
Mstep: Class 12 contains 163299 members 
Mstep: Class 13 contains 8717 members 
Mstep: Class 14 contains 1200 members 
Mstep: Class 15 contains 143668 members 
Mstep: Class 16 contains 64447 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 29915 members 
Mstep: Class 19 contains 161665 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143529 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 658 members 
Entering Unmasked Estep 
Score: -161324480.000000 Penalty: 83749.968750
Splitting cluster 8 changes total score from -161324256.000000 to -161324480.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (7532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Entering Unmasked Estep 
Score: -955280.000000 Penalty: 2213.875244
	Iteration 0F: 2 clusters Score -955280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -949116.812500 Penalty: 4427.750488
	Iteration 0F: 3 clusters Score -949116.8 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -950738.812500 Penalty: 4427.750488
	Iteration 1F: 3 clusters Score -950738.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -950974.312500 Penalty: 4427.750488
	Iteration 2F: 3 clusters Score -950974.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -951144.750000 Penalty: 4427.750488
	Iteration 3Q: 3 clusters Score -951144.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -951302.062500 Penalty: 4427.750488
	Iteration 4Q: 3 clusters Score -951302.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -951456.875000 Penalty: 4427.750488
	Iteration 5Q: 3 clusters Score -951456.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -951601.375000 Penalty: 4427.750488
	Iteration 6Q: 3 clusters Score -951601.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -951743.062500 Penalty: 4427.750488
	Iteration 7Q: 3 clusters Score -951743.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -951876.500000 Penalty: 4427.750488
	Iteration 8Q: 3 clusters Score -951876.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -952047.062500 Penalty: 4427.750488
	Iteration 9Q: 3 clusters Score -952047.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -952204.687500 Penalty: 4427.750488
	Iteration 10Q: 3 clusters Score -952204.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -952340.187500 Penalty: 4427.750488
	Iteration 11Q: 3 clusters Score -952340.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -952488.187500 Penalty: 4427.750488
	Iteration 12Q: 3 clusters Score -952488.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -952639.875000 Penalty: 4427.750488
	Iteration 13Q: 3 clusters Score -952639.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -952811.625000 Penalty: 4427.750488
	Iteration 14Q: 3 clusters Score -952811.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -952976.937500 Penalty: 4427.750488
	Iteration 15Q: 3 clusters Score -952976.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -953125.125000 Penalty: 4427.750488
	Iteration 16Q: 3 clusters Score -953125.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -953240.750000 Penalty: 4427.750488
	Iteration 17Q: 3 clusters Score -953240.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -953340.875000 Penalty: 4427.750488
	Iteration 18Q: 3 clusters Score -953340.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -953417.625000 Penalty: 4427.750488
	Iteration 19Q: 3 clusters Score -953417.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -953481.437500 Penalty: 4427.750488
	Iteration 20F: 3 clusters Score -953481.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -953542.812500 Penalty: 4427.750488
	Iteration 21Q: 3 clusters Score -953542.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -953588.375000 Penalty: 4427.750488
	Iteration 22Q: 3 clusters Score -953588.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -953630.437500 Penalty: 4427.750488
	Iteration 23Q: 3 clusters Score -953630.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -953667.937500 Penalty: 4427.750488
	Iteration 24Q: 3 clusters Score -953667.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -953697.437500 Penalty: 4427.750488
	Iteration 25Q: 3 clusters Score -953697.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -953721.437500 Penalty: 4427.750488
	Iteration 26Q: 3 clusters Score -953721.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -953750.750000 Penalty: 4427.750488
	Iteration 27Q: 3 clusters Score -953750.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -953776.937500 Penalty: 4427.750488
	Iteration 28Q: 3 clusters Score -953776.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -953791.625000 Penalty: 4427.750488
	Iteration 29Q: 3 clusters Score -953791.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -953805.375000 Penalty: 4427.750488
	Iteration 30Q: 3 clusters Score -953805.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -953812.562500 Penalty: 4427.750488
	Iteration 31Q: 3 clusters Score -953812.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -953819.875000 Penalty: 4427.750488
	Iteration 32Q: 3 clusters Score -953819.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -953824.312500 Penalty: 4427.750488
	Iteration 33Q: 3 clusters Score -953824.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -953827.062500 Penalty: 4427.750488
	Iteration 34Q: 3 clusters Score -953827.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -953830.625000 Penalty: 4427.750488
	Iteration 35Q: 3 clusters Score -953830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -953831.375000 Penalty: 4427.750488
	Iteration 36Q: 3 clusters Score -953831.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -953831.312500 Penalty: 4427.750488
	Iteration 37Q: 3 clusters Score -953831.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -953831.625000 Penalty: 4427.750488
	Iteration 38Q: 3 clusters Score -953831.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -953831.625000 Penalty: 4427.750488
	Iteration 39F: 3 clusters Score -953831.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (153724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153724 members 
Entering Unmasked Estep 
Score: -19731570.000000 Penalty: 2961.842773
	Iteration 0F: 2 clusters Score -1.973157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 76781 members 
Entering Unmasked Estep 
Score: -19630908.000000 Penalty: 5923.685547
	Iteration 0F: 3 clusters Score -1.963091e+07 nChanged 73620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 76319 members 
Entering Unmasked Estep 
Score: -19672996.000000 Penalty: 5923.685547
	Iteration 1F: 3 clusters Score -1.9673e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 75945 members 
Entering Unmasked Estep 
Score: -19674236.000000 Penalty: 5923.685547
	Iteration 2Q: 3 clusters Score -1.967424e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -19675768.000000 Penalty: 5923.685547
	Iteration 3Q: 3 clusters Score -1.967577e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78703 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -19677720.000000 Penalty: 5923.685547
	Iteration 4Q: 3 clusters Score -1.967772e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79151 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -19680894.000000 Penalty: 5923.685547
	Iteration 5Q: 3 clusters Score -1.968089e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79422 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -19685408.000000 Penalty: 5923.685547
	Iteration 6F: 3 clusters Score -1.968541e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 74502 members 
Entering Unmasked Estep 
Score: -19691804.000000 Penalty: 5923.685547
	Iteration 7F: 3 clusters Score -1.96918e+07 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78341 members 
Mstep: Class 2 contains 75383 members 
Entering Unmasked Estep 
Score: -19700024.000000 Penalty: 5923.685547
	Iteration 8F: 3 clusters Score -1.970002e+07 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76935 members 
Mstep: Class 2 contains 76789 members 
Entering Unmasked Estep 
Score: -19707540.000000 Penalty: 5923.685547
	Iteration 9F: 3 clusters Score -1.970754e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 78158 members 
Entering Unmasked Estep 
Score: -19711142.000000 Penalty: 5923.685547
	Iteration 10F: 3 clusters Score -1.971114e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74395 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -19712606.000000 Penalty: 5923.685547
	Iteration 11Q: 3 clusters Score -1.971261e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 80475 members 
Entering Unmasked Estep 
Score: -19713342.000000 Penalty: 5923.685547
	Iteration 12Q: 3 clusters Score -1.971334e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 81619 members 
Entering Unmasked Estep 
Score: -19714110.000000 Penalty: 5923.685547
	Iteration 13Q: 3 clusters Score -1.971411e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 82790 members 
Entering Unmasked Estep 
Score: -19714680.000000 Penalty: 5923.685547
	Iteration 14Q: 3 clusters Score -1.971468e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69704 members 
Mstep: Class 2 contains 84020 members 
Entering Unmasked Estep 
Score: -19715304.000000 Penalty: 5923.685547
	Iteration 15Q: 3 clusters Score -1.97153e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 85242 members 
Entering Unmasked Estep 
Score: -19715842.000000 Penalty: 5923.685547
	Iteration 16Q: 3 clusters Score -1.971584e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 86365 members 
Entering Unmasked Estep 
Score: -19716194.000000 Penalty: 5923.685547
	Iteration 17Q: 3 clusters Score -1.971619e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 87420 members 
Entering Unmasked Estep 
Score: -19716558.000000 Penalty: 5923.685547
	Iteration 18Q: 3 clusters Score -1.971656e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -19716892.000000 Penalty: 5923.685547
	Iteration 19Q: 3 clusters Score -1.971689e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 89346 members 
Entering Unmasked Estep 
Score: -19717154.000000 Penalty: 5923.685547
	Iteration 20F: 3 clusters Score -1.971715e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 90276 members 
Entering Unmasked Estep 
Score: -19717242.000000 Penalty: 5923.685547
	Iteration 21Q: 3 clusters Score -1.971724e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 91184 members 
Entering Unmasked Estep 
Score: -19717384.000000 Penalty: 5923.685547
	Iteration 22Q: 3 clusters Score -1.971738e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61622 members 
Mstep: Class 2 contains 92102 members 
Entering Unmasked Estep 
Score: -19717494.000000 Penalty: 5923.685547
	Iteration 23Q: 3 clusters Score -1.971749e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 93021 members 
Entering Unmasked Estep 
Score: -19717584.000000 Penalty: 5923.685547
	Iteration 24Q: 3 clusters Score -1.971758e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 93953 members 
Entering Unmasked Estep 
Score: -19717744.000000 Penalty: 5923.685547
	Iteration 25Q: 3 clusters Score -1.971774e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 94899 members 
Entering Unmasked Estep 
Score: -19717842.000000 Penalty: 5923.685547
	Iteration 26Q: 3 clusters Score -1.971784e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -19717928.000000 Penalty: 5923.685547
	Iteration 27Q: 3 clusters Score -1.971793e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 96945 members 
Entering Unmasked Estep 
Score: -19718082.000000 Penalty: 5923.685547
	Iteration 28Q: 3 clusters Score -1.971808e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 97945 members 
Entering Unmasked Estep 
Score: -19718226.000000 Penalty: 5923.685547
	Iteration 29Q: 3 clusters Score -1.971823e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 98959 members 
Entering Unmasked Estep 
Score: -19718282.000000 Penalty: 5923.685547
	Iteration 30Q: 3 clusters Score -1.971828e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 100020 members 
Entering Unmasked Estep 
Score: -19718502.000000 Penalty: 5923.685547
	Iteration 31Q: 3 clusters Score -1.97185e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 101095 members 
Entering Unmasked Estep 
Score: -19718614.000000 Penalty: 5923.685547
	Iteration 32Q: 3 clusters Score -1.971861e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 102188 members 
Entering Unmasked Estep 
Score: -19718782.000000 Penalty: 5923.685547
	Iteration 33Q: 3 clusters Score -1.971878e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 103300 members 
Entering Unmasked Estep 
Score: -19718958.000000 Penalty: 5923.685547
	Iteration 34Q: 3 clusters Score -1.971896e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 104519 members 
Entering Unmasked Estep 
Score: -19719076.000000 Penalty: 5923.685547
	Iteration 35Q: 3 clusters Score -1.971908e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 105809 members 
Entering Unmasked Estep 
Score: -19719230.000000 Penalty: 5923.685547
	Iteration 36Q: 3 clusters Score -1.971923e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 107114 members 
Entering Unmasked Estep 
Score: -19719454.000000 Penalty: 5923.685547
	Iteration 37Q: 3 clusters Score -1.971945e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 108446 members 
Entering Unmasked Estep 
Score: -19719618.000000 Penalty: 5923.685547
	Iteration 38Q: 3 clusters Score -1.971962e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 109825 members 
Entering Unmasked Estep 
Score: -19719822.000000 Penalty: 5923.685547
	Iteration 39Q: 3 clusters Score -1.971982e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 111214 members 
Entering Unmasked Estep 
Score: -19719996.000000 Penalty: 5923.685547
	Iteration 40F: 3 clusters Score -1.972e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 112637 members 
Entering Unmasked Estep 
Score: -19720346.000000 Penalty: 5923.685547
	Iteration 41Q: 3 clusters Score -1.972035e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 114069 members 
Entering Unmasked Estep 
Score: -19720672.000000 Penalty: 5923.685547
	Iteration 42Q: 3 clusters Score -1.972067e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 115512 members 
Entering Unmasked Estep 
Score: -19720962.000000 Penalty: 5923.685547
	Iteration 43Q: 3 clusters Score -1.972096e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 116957 members 
Entering Unmasked Estep 
Score: -19721212.000000 Penalty: 5923.685547
	Iteration 44Q: 3 clusters Score -1.972121e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 118383 members 
Entering Unmasked Estep 
Score: -19721422.000000 Penalty: 5923.685547
	Iteration 45Q: 3 clusters Score -1.972142e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 119771 members 
Entering Unmasked Estep 
Score: -19721748.000000 Penalty: 5923.685547
	Iteration 46Q: 3 clusters Score -1.972175e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 121193 members 
Entering Unmasked Estep 
Score: -19722036.000000 Penalty: 5923.685547
	Iteration 47Q: 3 clusters Score -1.972204e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 122614 members 
Entering Unmasked Estep 
Score: -19722302.000000 Penalty: 5923.685547
	Iteration 48Q: 3 clusters Score -1.97223e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 124054 members 
Entering Unmasked Estep 
Score: -19722556.000000 Penalty: 5923.685547
	Iteration 49Q: 3 clusters Score -1.972256e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 125504 members 
Entering Unmasked Estep 
Score: -19722992.000000 Penalty: 5923.685547
	Iteration 50Q: 3 clusters Score -1.972299e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 126964 members 
Entering Unmasked Estep 
Score: -19723292.000000 Penalty: 5923.685547
	Iteration 51Q: 3 clusters Score -1.972329e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 128405 members 
Entering Unmasked Estep 
Score: -19723632.000000 Penalty: 5923.685547
	Iteration 52Q: 3 clusters Score -1.972363e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 129878 members 
Entering Unmasked Estep 
Score: -19723986.000000 Penalty: 5923.685547
	Iteration 53Q: 3 clusters Score -1.972399e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 131413 members 
Entering Unmasked Estep 
Score: -19724192.000000 Penalty: 5923.685547
	Iteration 54Q: 3 clusters Score -1.972419e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 132976 members 
Entering Unmasked Estep 
Score: -19724708.000000 Penalty: 5923.685547
	Iteration 55Q: 3 clusters Score -1.972471e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 134517 members 
Entering Unmasked Estep 
Score: -19725206.000000 Penalty: 5923.685547
	Iteration 56Q: 3 clusters Score -1.972521e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 136047 members 
Entering Unmasked Estep 
Score: -19725728.000000 Penalty: 5923.685547
	Iteration 57Q: 3 clusters Score -1.972573e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 137611 members 
Entering Unmasked Estep 
Score: -19726214.000000 Penalty: 5923.685547
	Iteration 58Q: 3 clusters Score -1.972621e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 139154 members 
Entering Unmasked Estep 
Score: -19726716.000000 Penalty: 5923.685547
	Iteration 59Q: 3 clusters Score -1.972672e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 140589 members 
Entering Unmasked Estep 
Score: -19727176.000000 Penalty: 5923.685547
	Iteration 60F: 3 clusters Score -1.972718e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 142001 members 
Entering Unmasked Estep 
Score: -19727660.000000 Penalty: 5923.685547
	Iteration 61Q: 3 clusters Score -1.972766e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 143297 members 
Entering Unmasked Estep 
Score: -19728020.000000 Penalty: 5923.685547
	Iteration 62Q: 3 clusters Score -1.972802e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 144493 members 
Entering Unmasked Estep 
Score: -19728310.000000 Penalty: 5923.685547
	Iteration 63Q: 3 clusters Score -1.972831e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 145500 members 
Entering Unmasked Estep 
Score: -19728502.000000 Penalty: 5923.685547
	Iteration 64Q: 3 clusters Score -1.97285e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 146438 members 
Entering Unmasked Estep 
Score: -19728760.000000 Penalty: 5923.685547
	Iteration 65Q: 3 clusters Score -1.972876e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 147236 members 
Entering Unmasked Estep 
Score: -19728918.000000 Penalty: 5923.685547
	Iteration 66Q: 3 clusters Score -1.972892e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 147992 members 
Entering Unmasked Estep 
Score: -19728974.000000 Penalty: 5923.685547
	Iteration 67Q: 3 clusters Score -1.972897e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 148680 members 
Entering Unmasked Estep 
Score: -19729166.000000 Penalty: 5923.685547
	Iteration 68Q: 3 clusters Score -1.972917e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 149267 members 
Entering Unmasked Estep 
Score: -19729304.000000 Penalty: 5923.685547
	Iteration 69Q: 3 clusters Score -1.97293e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 149769 members 
Entering Unmasked Estep 
Score: -19729438.000000 Penalty: 5923.685547
	Iteration 70Q: 3 clusters Score -1.972944e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 150179 members 
Entering Unmasked Estep 
Score: -19729528.000000 Penalty: 5923.685547
	Iteration 71Q: 3 clusters Score -1.972953e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 150554 members 
Entering Unmasked Estep 
Score: -19729562.000000 Penalty: 5923.685547
	Iteration 72Q: 3 clusters Score -1.972956e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 150866 members 
Entering Unmasked Estep 
Score: -19729590.000000 Penalty: 5923.685547
	Iteration 73Q: 3 clusters Score -1.972959e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 151115 members 
Entering Unmasked Estep 
Score: -19729582.000000 Penalty: 5923.685547
	Iteration 74Q: 3 clusters Score -1.972958e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 151317 members 
Entering Unmasked Estep 
Score: -19729526.000000 Penalty: 5923.685547
	Iteration 75Q: 3 clusters Score -1.972953e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 151501 members 
Entering Unmasked Estep 
Score: -19729478.000000 Penalty: 5923.685547
	Iteration 76Q: 3 clusters Score -1.972948e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 151653 members 
Entering Unmasked Estep 
Score: -19729462.000000 Penalty: 5923.685547
	Iteration 77Q: 3 clusters Score -1.972946e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 151786 members 
Entering Unmasked Estep 
Score: -19729442.000000 Penalty: 5923.685547
	Iteration 78Q: 3 clusters Score -1.972944e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 151899 members 
Entering Unmasked Estep 
Score: -19729450.000000 Penalty: 5923.685547
	Iteration 79Q: 3 clusters Score -1.972945e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 151987 members 
Entering Unmasked Estep 
Score: -19729418.000000 Penalty: 5923.685547
	Iteration 80F: 3 clusters Score -1.972942e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 152062 members 
Entering Unmasked Estep 
Score: -19729410.000000 Penalty: 5923.685547
	Iteration 81Q: 3 clusters Score -1.972941e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 152144 members 
Entering Unmasked Estep 
Score: -19729430.000000 Penalty: 5923.685547
	Iteration 82Q: 3 clusters Score -1.972943e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 152221 members 
Entering Unmasked Estep 
Score: -19729392.000000 Penalty: 5923.685547
	Iteration 83Q: 3 clusters Score -1.972939e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 152286 members 
Entering Unmasked Estep 
Score: -19729408.000000 Penalty: 5923.685547
	Iteration 84Q: 3 clusters Score -1.972941e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 152345 members 
Entering Unmasked Estep 
Score: -19729442.000000 Penalty: 5923.685547
	Iteration 85Q: 3 clusters Score -1.972944e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 152384 members 
Entering Unmasked Estep 
Score: -19729468.000000 Penalty: 5923.685547
	Iteration 86Q: 3 clusters Score -1.972947e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 152423 members 
Entering Unmasked Estep 
Score: -19729432.000000 Penalty: 5923.685547
	Iteration 87Q: 3 clusters Score -1.972943e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 152447 members 
Entering Unmasked Estep 
Score: -19729446.000000 Penalty: 5923.685547
	Iteration 88Q: 3 clusters Score -1.972945e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 152479 members 
Entering Unmasked Estep 
Score: -19729448.000000 Penalty: 5923.685547
	Iteration 89Q: 3 clusters Score -1.972945e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 152507 members 
Entering Unmasked Estep 
Score: -19729436.000000 Penalty: 5923.685547
	Iteration 90Q: 3 clusters Score -1.972944e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 152533 members 
Entering Unmasked Estep 
Score: -19729420.000000 Penalty: 5923.685547
	Iteration 91Q: 3 clusters Score -1.972942e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 152566 members 
Entering Unmasked Estep 
Score: -19729408.000000 Penalty: 5923.685547
	Iteration 92Q: 3 clusters Score -1.972941e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 152592 members 
Entering Unmasked Estep 
Score: -19729418.000000 Penalty: 5923.685547
	Iteration 93Q: 3 clusters Score -1.972942e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 152618 members 
Entering Unmasked Estep 
Score: -19729416.000000 Penalty: 5923.685547
	Iteration 94Q: 3 clusters Score -1.972942e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 152642 members 
Entering Unmasked Estep 
Score: -19729436.000000 Penalty: 5923.685547
	Iteration 95Q: 3 clusters Score -1.972944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 152659 members 
Entering Unmasked Estep 
Score: -19729416.000000 Penalty: 5923.685547
	Iteration 96Q: 3 clusters Score -1.972942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 152674 members 
Entering Unmasked Estep 
Score: -19729416.000000 Penalty: 5923.685547
	Iteration 97Q: 3 clusters Score -1.972942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 152689 members 
Entering Unmasked Estep 
Score: -19729416.000000 Penalty: 5923.685547
	Iteration 98Q: 3 clusters Score -1.972942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 152702 members 
Entering Unmasked Estep 
Score: -19729420.000000 Penalty: 5923.685547
	Iteration 99Q: 3 clusters Score -1.972942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 152718 members 
Entering Unmasked Estep 
Score: -19729412.000000 Penalty: 5923.685547
	Iteration 100F: 3 clusters Score -1.972941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 152729 members 
Entering Unmasked Estep 
Score: -19729428.000000 Penalty: 5923.685547
	Iteration 101Q: 3 clusters Score -1.972943e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 152745 members 
Entering Unmasked Estep 
Score: -19729438.000000 Penalty: 5923.685547
	Iteration 102Q: 3 clusters Score -1.972944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 152755 members 
Entering Unmasked Estep 
Score: -19729420.000000 Penalty: 5923.685547
	Iteration 103Q: 3 clusters Score -1.972942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 152765 members 
Entering Unmasked Estep 
Score: -19729428.000000 Penalty: 5923.685547
	Iteration 104Q: 3 clusters Score -1.972943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 152775 members 
Entering Unmasked Estep 
Score: -19729442.000000 Penalty: 5923.685547
	Iteration 105Q: 3 clusters Score -1.972944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 152783 members 
Entering Unmasked Estep 
Score: -19729424.000000 Penalty: 5923.685547
	Iteration 106Q: 3 clusters Score -1.972942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 152792 members 
Entering Unmasked Estep 
Score: -19729426.000000 Penalty: 5923.685547
	Iteration 107Q: 3 clusters Score -1.972943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 152794 members 
Entering Unmasked Estep 
Score: -19729420.000000 Penalty: 5923.685547
	Iteration 108Q: 3 clusters Score -1.972942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 152794 members 
Entering Unmasked Estep 
Score: -19729416.000000 Penalty: 5923.685547
	Iteration 109Q: 3 clusters Score -1.972942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 152795 members 
Entering Unmasked Estep 
Score: -19729416.000000 Penalty: 5923.685547
	Iteration 110Q: 3 clusters Score -1.972942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 152798 members 
Entering Unmasked Estep 
Score: -19729414.000000 Penalty: 5923.685547
	Iteration 111Q: 3 clusters Score -1.972941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 152800 members 
Entering Unmasked Estep 
Score: -19729412.000000 Penalty: 5923.685547
	Iteration 112Q: 3 clusters Score -1.972941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 152804 members 
Entering Unmasked Estep 
Score: -19729418.000000 Penalty: 5923.685547
	Iteration 113Q: 3 clusters Score -1.972942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 152806 members 
Entering Unmasked Estep 
Score: -19729416.000000 Penalty: 5923.685547
	Iteration 114Q: 3 clusters Score -1.972942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 152809 members 
Entering Unmasked Estep 
Score: -19729406.000000 Penalty: 5923.685547
	Iteration 115Q: 3 clusters Score -1.972941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 152810 members 
Entering Unmasked Estep 
Score: -19729406.000000 Penalty: 5923.685547
	Iteration 116Q: 3 clusters Score -1.972941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 152811 members 
Entering Unmasked Estep 
Score: -19729406.000000 Penalty: 5923.685547
	Iteration 117Q: 3 clusters Score -1.972941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 152817 members 
Entering Unmasked Estep 
Score: -19729402.000000 Penalty: 5923.685547
	Iteration 118Q: 3 clusters Score -1.97294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 152820 members 
Entering Unmasked Estep 
Score: -19729420.000000 Penalty: 5923.685547
	Iteration 119Q: 3 clusters Score -1.972942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 152826 members 
Entering Unmasked Estep 
Score: -19729404.000000 Penalty: 5923.685547
	Iteration 120F: 3 clusters Score -1.97294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (69346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Entering Unmasked Estep 
Score: -8795562.000000 Penalty: 2764.422363
	Iteration 0F: 2 clusters Score -8795562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -8748973.000000 Penalty: 5528.844727
	Iteration 0F: 3 clusters Score -8748973 nChanged 32429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -8767300.000000 Penalty: 5528.844727
	Iteration 1F: 3 clusters Score -8767300 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -8767975.000000 Penalty: 5528.844727
	Iteration 2Q: 3 clusters Score -8767975 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -8768657.000000 Penalty: 5528.844727
	Iteration 3Q: 3 clusters Score -8768657 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -8769424.000000 Penalty: 5528.844727
	Iteration 4Q: 3 clusters Score -8769424 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -8770171.000000 Penalty: 5528.844727
	Iteration 5Q: 3 clusters Score -8770171 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -8770933.000000 Penalty: 5528.844727
	Iteration 6Q: 3 clusters Score -8770933 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -8771881.000000 Penalty: 5528.844727
	Iteration 7Q: 3 clusters Score -8771881 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -8772964.000000 Penalty: 5528.844727
	Iteration 8Q: 3 clusters Score -8772964 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -8774298.000000 Penalty: 5528.844727
	Iteration 9Q: 3 clusters Score -8774298 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -8776013.000000 Penalty: 5528.844727
	Iteration 10Q: 3 clusters Score -8776013 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -8778251.000000 Penalty: 5528.844727
	Iteration 11Q: 3 clusters Score -8778251 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -8781064.000000 Penalty: 5528.844727
	Iteration 12F: 3 clusters Score -8781064 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -8783683.000000 Penalty: 5528.844727
	Iteration 13F: 3 clusters Score -8783683 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -8785303.000000 Penalty: 5528.844727
	Iteration 14Q: 3 clusters Score -8785303 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -8786372.000000 Penalty: 5528.844727
	Iteration 15Q: 3 clusters Score -8786372 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -8787134.000000 Penalty: 5528.844727
	Iteration 16Q: 3 clusters Score -8787134 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -8787655.000000 Penalty: 5528.844727
	Iteration 17Q: 3 clusters Score -8787655 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -8788047.000000 Penalty: 5528.844727
	Iteration 18Q: 3 clusters Score -8788047 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -8788360.000000 Penalty: 5528.844727
	Iteration 19Q: 3 clusters Score -8788360 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -8788589.000000 Penalty: 5528.844727
	Iteration 20F: 3 clusters Score -8788589 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -8788766.000000 Penalty: 5528.844727
	Iteration 21Q: 3 clusters Score -8788766 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -8788879.000000 Penalty: 5528.844727
	Iteration 22Q: 3 clusters Score -8788879 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -8788989.000000 Penalty: 5528.844727
	Iteration 23Q: 3 clusters Score -8788989 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -8789066.000000 Penalty: 5528.844727
	Iteration 24Q: 3 clusters Score -8789066 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -8789107.000000 Penalty: 5528.844727
	Iteration 25Q: 3 clusters Score -8789107 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -8789166.000000 Penalty: 5528.844727
	Iteration 26Q: 3 clusters Score -8789166 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -8789205.000000 Penalty: 5528.844727
	Iteration 27Q: 3 clusters Score -8789205 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -8789255.000000 Penalty: 5528.844727
	Iteration 28Q: 3 clusters Score -8789255 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -8789260.000000 Penalty: 5528.844727
	Iteration 29Q: 3 clusters Score -8789260 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -8789276.000000 Penalty: 5528.844727
	Iteration 30Q: 3 clusters Score -8789276 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -8789315.000000 Penalty: 5528.844727
	Iteration 31Q: 3 clusters Score -8789315 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -8789345.000000 Penalty: 5528.844727
	Iteration 32Q: 3 clusters Score -8789345 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -8789360.000000 Penalty: 5528.844727
	Iteration 33Q: 3 clusters Score -8789360 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -8789387.000000 Penalty: 5528.844727
	Iteration 34Q: 3 clusters Score -8789387 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -8789408.000000 Penalty: 5528.844727
	Iteration 35Q: 3 clusters Score -8789408 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -8789413.000000 Penalty: 5528.844727
	Iteration 36Q: 3 clusters Score -8789413 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -8789444.000000 Penalty: 5528.844727
	Iteration 37Q: 3 clusters Score -8789444 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -8789449.000000 Penalty: 5528.844727
	Iteration 38Q: 3 clusters Score -8789449 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -8789457.000000 Penalty: 5528.844727
	Iteration 39Q: 3 clusters Score -8789457 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -8789501.000000 Penalty: 5528.844727
	Iteration 40F: 3 clusters Score -8789501 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -8789512.000000 Penalty: 5528.844727
	Iteration 41Q: 3 clusters Score -8789512 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -8789522.000000 Penalty: 5528.844727
	Iteration 42Q: 3 clusters Score -8789522 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -8789536.000000 Penalty: 5528.844727
	Iteration 43Q: 3 clusters Score -8789536 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -8789545.000000 Penalty: 5528.844727
	Iteration 44Q: 3 clusters Score -8789545 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -8789542.000000 Penalty: 5528.844727
	Iteration 45Q: 3 clusters Score -8789542 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -8789563.000000 Penalty: 5528.844727
	Iteration 46Q: 3 clusters Score -8789563 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -8789570.000000 Penalty: 5528.844727
	Iteration 47Q: 3 clusters Score -8789570 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -8789574.000000 Penalty: 5528.844727
	Iteration 48Q: 3 clusters Score -8789574 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -8789582.000000 Penalty: 5528.844727
	Iteration 49Q: 3 clusters Score -8789582 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -8789575.000000 Penalty: 5528.844727
	Iteration 50Q: 3 clusters Score -8789575 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -8789570.000000 Penalty: 5528.844727
	Iteration 51Q: 3 clusters Score -8789570 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -8789574.000000 Penalty: 5528.844727
	Iteration 52Q: 3 clusters Score -8789574 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -8789572.000000 Penalty: 5528.844727
	Iteration 53Q: 3 clusters Score -8789572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -8789560.000000 Penalty: 5528.844727
	Iteration 54Q: 3 clusters Score -8789560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -8789568.000000 Penalty: 5528.844727
	Iteration 55Q: 3 clusters Score -8789568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -8789572.000000 Penalty: 5528.844727
	Iteration 56Q: 3 clusters Score -8789572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -8789576.000000 Penalty: 5528.844727
	Iteration 57Q: 3 clusters Score -8789576 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -8789567.000000 Penalty: 5528.844727
	Iteration 58Q: 3 clusters Score -8789567 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -8789571.000000 Penalty: 5528.844727
	Iteration 59Q: 3 clusters Score -8789571 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -8789577.000000 Penalty: 5528.844727
	Iteration 60F: 3 clusters Score -8789577 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -8789567.000000 Penalty: 5528.844727
	Iteration 61Q: 3 clusters Score -8789567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -8789604.000000 Penalty: 5528.844727
	Iteration 62Q: 3 clusters Score -8789604 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -8789601.000000 Penalty: 5528.844727
	Iteration 63Q: 3 clusters Score -8789601 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -8789585.000000 Penalty: 5528.844727
	Iteration 64Q: 3 clusters Score -8789585 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -8789583.000000 Penalty: 5528.844727
	Iteration 65Q: 3 clusters Score -8789583 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -8789585.000000 Penalty: 5528.844727
	Iteration 66Q: 3 clusters Score -8789585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -8789585.000000 Penalty: 5528.844727
	Iteration 67Q: 3 clusters Score -8789585 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -8789609.000000 Penalty: 5528.844727
	Iteration 68Q: 3 clusters Score -8789609 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -8789614.000000 Penalty: 5528.844727
	Iteration 69Q: 3 clusters Score -8789614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -8789631.000000 Penalty: 5528.844727
	Iteration 70Q: 3 clusters Score -8789631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -8789621.000000 Penalty: 5528.844727
	Iteration 71Q: 3 clusters Score -8789621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -8789618.000000 Penalty: 5528.844727
	Iteration 72Q: 3 clusters Score -8789618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -8789615.000000 Penalty: 5528.844727
	Iteration 73Q: 3 clusters Score -8789615 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -8789629.000000 Penalty: 5528.844727
	Iteration 74Q: 3 clusters Score -8789629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -8789607.000000 Penalty: 5528.844727
	Iteration 75Q: 3 clusters Score -8789607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -8789596.000000 Penalty: 5528.844727
	Iteration 76Q: 3 clusters Score -8789596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -8789614.000000 Penalty: 5528.844727
	Iteration 77Q: 3 clusters Score -8789614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -8789604.000000 Penalty: 5528.844727
	Iteration 78Q: 3 clusters Score -8789604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -8789610.000000 Penalty: 5528.844727
	Iteration 79Q: 3 clusters Score -8789610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -8789601.000000 Penalty: 5528.844727
	Iteration 80F: 3 clusters Score -8789601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -8789613.000000 Penalty: 5528.844727
	Iteration 81Q: 3 clusters Score -8789613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -8789606.000000 Penalty: 5528.844727
	Iteration 82Q: 3 clusters Score -8789606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -8789607.000000 Penalty: 5528.844727
	Iteration 83Q: 3 clusters Score -8789607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -8789608.000000 Penalty: 5528.844727
	Iteration 84Q: 3 clusters Score -8789608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -8789607.000000 Penalty: 5528.844727
	Iteration 85Q: 3 clusters Score -8789607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -8789607.000000 Penalty: 5528.844727
	Iteration 86Q: 3 clusters Score -8789607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -8789606.000000 Penalty: 5528.844727
	Iteration 87Q: 3 clusters Score -8789606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -8789605.000000 Penalty: 5528.844727
	Iteration 88Q: 3 clusters Score -8789605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -8789615.000000 Penalty: 5528.844727
	Iteration 89Q: 3 clusters Score -8789615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -8789600.000000 Penalty: 5528.844727
	Iteration 90Q: 3 clusters Score -8789600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -8789600.000000 Penalty: 5528.844727
	Iteration 91Q: 3 clusters Score -8789600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -8789605.000000 Penalty: 5528.844727
	Iteration 92Q: 3 clusters Score -8789605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -8789600.000000 Penalty: 5528.844727
	Iteration 93Q: 3 clusters Score -8789600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -8789611.000000 Penalty: 5528.844727
	Iteration 94Q: 3 clusters Score -8789611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -8789604.000000 Penalty: 5528.844727
	Iteration 95Q: 3 clusters Score -8789604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -8789609.000000 Penalty: 5528.844727
	Iteration 96Q: 3 clusters Score -8789609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -8789614.000000 Penalty: 5528.844727
	Iteration 97Q: 3 clusters Score -8789614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -8789608.000000 Penalty: 5528.844727
	Iteration 98Q: 3 clusters Score -8789608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -8789607.000000 Penalty: 5528.844727
	Iteration 99Q: 3 clusters Score -8789607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -8789612.000000 Penalty: 5528.844727
	Iteration 100F: 3 clusters Score -8789612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -8789606.000000 Penalty: 5528.844727
	Iteration 101Q: 3 clusters Score -8789606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -8789615.000000 Penalty: 5528.844727
	Iteration 102Q: 3 clusters Score -8789615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -8789626.000000 Penalty: 5528.844727
	Iteration 103Q: 3 clusters Score -8789626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -8789616.000000 Penalty: 5528.844727
	Iteration 104Q: 3 clusters Score -8789616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -8789616.000000 Penalty: 5528.844727
	Iteration 105Q: 3 clusters Score -8789616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -8789619.000000 Penalty: 5528.844727
	Iteration 106Q: 3 clusters Score -8789619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -8789615.000000 Penalty: 5528.844727
	Iteration 107Q: 3 clusters Score -8789615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -8789629.000000 Penalty: 5528.844727
	Iteration 108Q: 3 clusters Score -8789629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -8789631.000000 Penalty: 5528.844727
	Iteration 109Q: 3 clusters Score -8789631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -8789631.000000 Penalty: 5528.844727
	Iteration 110Q: 3 clusters Score -8789631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -8789628.000000 Penalty: 5528.844727
	Iteration 111Q: 3 clusters Score -8789628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -8789631.000000 Penalty: 5528.844727
	Iteration 112Q: 3 clusters Score -8789631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -8789631.000000 Penalty: 5528.844727
	Iteration 113Q: 3 clusters Score -8789631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -8789641.000000 Penalty: 5528.844727
	Iteration 114Q: 3 clusters Score -8789641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -8789616.000000 Penalty: 5528.844727
	Iteration 115Q: 3 clusters Score -8789616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -8789626.000000 Penalty: 5528.844727
	Iteration 116Q: 3 clusters Score -8789626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -8789619.000000 Penalty: 5528.844727
	Iteration 117Q: 3 clusters Score -8789619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -8789626.000000 Penalty: 5528.844727
	Iteration 118Q: 3 clusters Score -8789626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -8789617.000000 Penalty: 5528.844727
	Iteration 119Q: 3 clusters Score -8789617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -8789617.000000 Penalty: 5528.844727
	Iteration 120F: 3 clusters Score -8789617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -8789609.000000 Penalty: 5528.844727
	Iteration 121Q: 3 clusters Score -8789609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -8789607.000000 Penalty: 5528.844727
	Iteration 122Q: 3 clusters Score -8789607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -8789611.000000 Penalty: 5528.844727
	Iteration 123Q: 3 clusters Score -8789611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -8789603.000000 Penalty: 5528.844727
	Iteration 124Q: 3 clusters Score -8789603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -8789608.000000 Penalty: 5528.844727
	Iteration 125Q: 3 clusters Score -8789608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -8789603.000000 Penalty: 5528.844727
	Iteration 126Q: 3 clusters Score -8789603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -8789595.000000 Penalty: 5528.844727
	Iteration 127Q: 3 clusters Score -8789595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -8789604.000000 Penalty: 5528.844727
	Iteration 128Q: 3 clusters Score -8789604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -8789612.000000 Penalty: 5528.844727
	Iteration 129Q: 3 clusters Score -8789612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -8789608.000000 Penalty: 5528.844727
	Iteration 130Q: 3 clusters Score -8789608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -8789603.000000 Penalty: 5528.844727
	Iteration 131Q: 3 clusters Score -8789603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -8789593.000000 Penalty: 5528.844727
	Iteration 132Q: 3 clusters Score -8789593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -8789603.000000 Penalty: 5528.844727
	Iteration 133Q: 3 clusters Score -8789603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -8789594.000000 Penalty: 5528.844727
	Iteration 134Q: 3 clusters Score -8789594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -8789606.000000 Penalty: 5528.844727
	Iteration 135Q: 3 clusters Score -8789606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -8789603.000000 Penalty: 5528.844727
	Iteration 136Q: 3 clusters Score -8789603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -8789607.000000 Penalty: 5528.844727
	Iteration 137Q: 3 clusters Score -8789607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -8789607.000000 Penalty: 5528.844727
	Iteration 138Q: 3 clusters Score -8789607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -8789607.000000 Penalty: 5528.844727
	Iteration 139F: 3 clusters Score -8789607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (163299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163299 members 
Entering Unmasked Estep 
Score: -20815256.000000 Penalty: 2976.827881
	Iteration 0F: 2 clusters Score -2.081526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -20707868.000000 Penalty: 5953.655762
	Iteration 0F: 3 clusters Score -2.070787e+07 nChanged 78115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76017 members 
Mstep: Class 2 contains 87282 members 
Entering Unmasked Estep 
Score: -20753640.000000 Penalty: 5953.655762
	Iteration 1F: 3 clusters Score -2.075364e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 90270 members 
Entering Unmasked Estep 
Score: -20754924.000000 Penalty: 5953.655762
	Iteration 2Q: 3 clusters Score -2.075492e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 94922 members 
Entering Unmasked Estep 
Score: -20756932.000000 Penalty: 5953.655762
	Iteration 3Q: 3 clusters Score -2.075693e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 102141 members 
Entering Unmasked Estep 
Score: -20760600.000000 Penalty: 5953.655762
	Iteration 4Q: 3 clusters Score -2.07606e+07 nChanged 10512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 112387 members 
Entering Unmasked Estep 
Score: -20767306.000000 Penalty: 5953.655762
	Iteration 5F: 3 clusters Score -2.076731e+07 nChanged 13079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 125394 members 
Entering Unmasked Estep 
Score: -20777686.000000 Penalty: 5953.655762
	Iteration 6F: 3 clusters Score -2.077769e+07 nChanged 14321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 139695 members 
Entering Unmasked Estep 
Score: -20791044.000000 Penalty: 5953.655762
	Iteration 7F: 3 clusters Score -2.079104e+07 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 151438 members 
Entering Unmasked Estep 
Score: -20802216.000000 Penalty: 5953.655762
	Iteration 8F: 3 clusters Score -2.080222e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 158464 members 
Entering Unmasked Estep 
Score: -20808674.000000 Penalty: 5953.655762
	Iteration 9Q: 3 clusters Score -2.080867e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 161436 members 
Entering Unmasked Estep 
Score: -20811190.000000 Penalty: 5953.655762
	Iteration 10Q: 3 clusters Score -2.081119e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 162458 members 
Entering Unmasked Estep 
Score: -20812070.000000 Penalty: 5953.655762
	Iteration 11Q: 3 clusters Score -2.081207e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 162750 members 
Entering Unmasked Estep 
Score: -20812364.000000 Penalty: 5953.655762
	Iteration 12Q: 3 clusters Score -2.081236e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 162855 members 
Entering Unmasked Estep 
Score: -20812500.000000 Penalty: 5953.655762
	Iteration 13Q: 3 clusters Score -2.08125e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 162897 members 
Entering Unmasked Estep 
Score: -20812520.000000 Penalty: 5953.655762
	Iteration 14Q: 3 clusters Score -2.081252e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 162915 members 
Entering Unmasked Estep 
Score: -20812550.000000 Penalty: 5953.655762
	Iteration 15Q: 3 clusters Score -2.081255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 162936 members 
Entering Unmasked Estep 
Score: -20812572.000000 Penalty: 5953.655762
	Iteration 16Q: 3 clusters Score -2.081257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 162948 members 
Entering Unmasked Estep 
Score: -20812582.000000 Penalty: 5953.655762
	Iteration 17Q: 3 clusters Score -2.081258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 162958 members 
Entering Unmasked Estep 
Score: -20812592.000000 Penalty: 5953.655762
	Iteration 18Q: 3 clusters Score -2.081259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 162963 members 
Entering Unmasked Estep 
Score: -20812614.000000 Penalty: 5953.655762
	Iteration 19Q: 3 clusters Score -2.081261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 162965 members 
Entering Unmasked Estep 
Score: -20812606.000000 Penalty: 5953.655762
	Iteration 20F: 3 clusters Score -2.081261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 162967 members 
Entering Unmasked Estep 
Score: -20812622.000000 Penalty: 5953.655762
	Iteration 21Q: 3 clusters Score -2.081262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 162971 members 
Entering Unmasked Estep 
Score: -20812628.000000 Penalty: 5953.655762
	Iteration 22Q: 3 clusters Score -2.081263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 162972 members 
Entering Unmasked Estep 
Score: -20812638.000000 Penalty: 5953.655762
	Iteration 23Q: 3 clusters Score -2.081264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 162970 members 
Entering Unmasked Estep 
Score: -20812634.000000 Penalty: 5953.655762
	Iteration 24Q: 3 clusters Score -2.081263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 162974 members 
Entering Unmasked Estep 
Score: -20812642.000000 Penalty: 5953.655762
	Iteration 25Q: 3 clusters Score -2.081264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 162974 members 
Entering Unmasked Estep 
Score: -20812650.000000 Penalty: 5953.655762
	Iteration 26Q: 3 clusters Score -2.081265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 162976 members 
Entering Unmasked Estep 
Score: -20812636.000000 Penalty: 5953.655762
	Iteration 27Q: 3 clusters Score -2.081264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 162975 members 
Entering Unmasked Estep 
Score: -20812642.000000 Penalty: 5953.655762
	Iteration 28Q: 3 clusters Score -2.081264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 162974 members 
Entering Unmasked Estep 
Score: -20812642.000000 Penalty: 5953.655762
	Iteration 29Q: 3 clusters Score -2.081264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 162972 members 
Entering Unmasked Estep 
Score: -20812638.000000 Penalty: 5953.655762
	Iteration 30Q: 3 clusters Score -2.081264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 162972 members 
Entering Unmasked Estep 
Score: -20812652.000000 Penalty: 5953.655762
	Iteration 31Q: 3 clusters Score -2.081265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 162973 members 
Entering Unmasked Estep 
Score: -20812650.000000 Penalty: 5953.655762
	Iteration 32Q: 3 clusters Score -2.081265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 162974 members 
Entering Unmasked Estep 
Score: -20812648.000000 Penalty: 5953.655762
	Iteration 33Q: 3 clusters Score -2.081265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 162974 members 
Entering Unmasked Estep 
Score: -20812648.000000 Penalty: 5953.655762
	Iteration 34F: 3 clusters Score -2.081265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Entering Unmasked Estep 
Score: -1061605.625000 Penalty: 2250.111572
	Iteration 0F: 2 clusters Score -1061606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1054759.500000 Penalty: 4500.223145
	Iteration 0F: 3 clusters Score -1054760 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1056760.125000 Penalty: 4500.223145
	Iteration 1F: 3 clusters Score -1056760 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1057065.000000 Penalty: 4500.223145
	Iteration 2F: 3 clusters Score -1057065 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1057320.875000 Penalty: 4500.223145
	Iteration 3F: 3 clusters Score -1057321 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1057580.000000 Penalty: 4500.223145
	Iteration 4Q: 3 clusters Score -1057580 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1057892.125000 Penalty: 4500.223145
	Iteration 5Q: 3 clusters Score -1057892 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1058297.000000 Penalty: 4500.223145
	Iteration 6F: 3 clusters Score -1058297 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1058755.375000 Penalty: 4500.223145
	Iteration 7F: 3 clusters Score -1058755 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1059211.000000 Penalty: 4500.223145
	Iteration 8F: 3 clusters Score -1059211 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1059593.125000 Penalty: 4500.223145
	Iteration 9F: 3 clusters Score -1059593 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1059906.250000 Penalty: 4500.223145
	Iteration 10Q: 3 clusters Score -1059906 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1060163.750000 Penalty: 4500.223145
	Iteration 11Q: 3 clusters Score -1060164 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1060365.000000 Penalty: 4500.223145
	Iteration 12Q: 3 clusters Score -1060365 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1060514.375000 Penalty: 4500.223145
	Iteration 13Q: 3 clusters Score -1060514 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1060641.000000 Penalty: 4500.223145
	Iteration 14Q: 3 clusters Score -1060641 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1060733.000000 Penalty: 4500.223145
	Iteration 15Q: 3 clusters Score -1060733 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1060797.500000 Penalty: 4500.223145
	Iteration 16Q: 3 clusters Score -1060798 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1060853.625000 Penalty: 4500.223145
	Iteration 17Q: 3 clusters Score -1060854 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1060892.250000 Penalty: 4500.223145
	Iteration 18Q: 3 clusters Score -1060892 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1060911.250000 Penalty: 4500.223145
	Iteration 19Q: 3 clusters Score -1060911 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1060924.125000 Penalty: 4500.223145
	Iteration 20F: 3 clusters Score -1060924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1060928.750000 Penalty: 4500.223145
	Iteration 21Q: 3 clusters Score -1060929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1060933.000000 Penalty: 4500.223145
	Iteration 22Q: 3 clusters Score -1060933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1060935.875000 Penalty: 4500.223145
	Iteration 23Q: 3 clusters Score -1060936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1060938.250000 Penalty: 4500.223145
	Iteration 24Q: 3 clusters Score -1060938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1060938.750000 Penalty: 4500.223145
	Iteration 25Q: 3 clusters Score -1060939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1060940.750000 Penalty: 4500.223145
	Iteration 26Q: 3 clusters Score -1060941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1060940.625000 Penalty: 4500.223145
	Iteration 27Q: 3 clusters Score -1060941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1060944.500000 Penalty: 4500.223145
	Iteration 28Q: 3 clusters Score -1060944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1060942.250000 Penalty: 4500.223145
	Iteration 29Q: 3 clusters Score -1060942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1060942.875000 Penalty: 4500.223145
	Iteration 30Q: 3 clusters Score -1060943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1060942.875000 Penalty: 4500.223145
	Iteration 31F: 3 clusters Score -1060943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -137541.062500 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -137541.1 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 597 members 
Entering Unmasked Estep 
Score: -135522.046875 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -135522 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -135943.203125 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -135943.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -136145.234375 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -136145.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -136240.890625 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -136240.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -136310.937500 Penalty: 3516.678223
	Iteration 4Q: 3 clusters Score -136310.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -136391.921875 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -136391.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -136441.765625 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -136441.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -136506.765625 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -136506.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -136592.578125 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -136592.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -136778.062500 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -136778.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136915.875000 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -136915.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137002.031250 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -137002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137044.718750 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -137044.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -137073.968750 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -137074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -137101.187500 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -137101.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -137193.671875 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -137193.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -137303.359375 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -137303.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -137358.234375 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -137358.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -137387.015625 Penalty: 3516.678223
	Iteration 18Q: 3 clusters Score -137387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -137392.734375 Penalty: 3516.678223
	Iteration 19Q: 3 clusters Score -137392.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -137396.593750 Penalty: 3516.678223
	Iteration 20F: 3 clusters Score -137396.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -137400.734375 Penalty: 3516.678223
	Iteration 21Q: 3 clusters Score -137400.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -137400.734375 Penalty: 3516.678223
	Iteration 22F: 3 clusters Score -137400.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (143668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143668 members 
Entering Unmasked Estep 
Score: -18382140.000000 Penalty: 2945.064453
	Iteration 0F: 2 clusters Score -1.838214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71687 members 
Mstep: Class 2 contains 71981 members 
Entering Unmasked Estep 
Score: -18289296.000000 Penalty: 5890.128906
	Iteration 0F: 3 clusters Score -1.82893e+07 nChanged 68749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70276 members 
Mstep: Class 2 contains 73392 members 
Entering Unmasked Estep 
Score: -18329728.000000 Penalty: 5890.128906
	Iteration 1F: 3 clusters Score -1.832973e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69770 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -18330802.000000 Penalty: 5890.128906
	Iteration 2Q: 3 clusters Score -1.83308e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69115 members 
Mstep: Class 2 contains 74553 members 
Entering Unmasked Estep 
Score: -18332314.000000 Penalty: 5890.128906
	Iteration 3Q: 3 clusters Score -1.833231e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -18334542.000000 Penalty: 5890.128906
	Iteration 4Q: 3 clusters Score -1.833454e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 76816 members 
Entering Unmasked Estep 
Score: -18337630.000000 Penalty: 5890.128906
	Iteration 5Q: 3 clusters Score -1.833763e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -18341362.000000 Penalty: 5890.128906
	Iteration 6Q: 3 clusters Score -1.834136e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63074 members 
Mstep: Class 2 contains 80594 members 
Entering Unmasked Estep 
Score: -18346364.000000 Penalty: 5890.128906
	Iteration 7F: 3 clusters Score -1.834636e+07 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60446 members 
Mstep: Class 2 contains 83222 members 
Entering Unmasked Estep 
Score: -18352158.000000 Penalty: 5890.128906
	Iteration 8F: 3 clusters Score -1.835216e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 85939 members 
Entering Unmasked Estep 
Score: -18357448.000000 Penalty: 5890.128906
	Iteration 9F: 3 clusters Score -1.835745e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 88512 members 
Entering Unmasked Estep 
Score: -18361236.000000 Penalty: 5890.128906
	Iteration 10F: 3 clusters Score -1.836124e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 90920 members 
Entering Unmasked Estep 
Score: -18363374.000000 Penalty: 5890.128906
	Iteration 11Q: 3 clusters Score -1.836337e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 93185 members 
Entering Unmasked Estep 
Score: -18364458.000000 Penalty: 5890.128906
	Iteration 12Q: 3 clusters Score -1.836446e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -18365510.000000 Penalty: 5890.128906
	Iteration 13Q: 3 clusters Score -1.836551e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 97849 members 
Entering Unmasked Estep 
Score: -18366494.000000 Penalty: 5890.128906
	Iteration 14Q: 3 clusters Score -1.836649e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 100259 members 
Entering Unmasked Estep 
Score: -18367630.000000 Penalty: 5890.128906
	Iteration 15Q: 3 clusters Score -1.836763e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 102614 members 
Entering Unmasked Estep 
Score: -18368892.000000 Penalty: 5890.128906
	Iteration 16Q: 3 clusters Score -1.836889e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 104863 members 
Entering Unmasked Estep 
Score: -18370090.000000 Penalty: 5890.128906
	Iteration 17Q: 3 clusters Score -1.837009e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 106828 members 
Entering Unmasked Estep 
Score: -18371196.000000 Penalty: 5890.128906
	Iteration 18Q: 3 clusters Score -1.83712e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 108544 members 
Entering Unmasked Estep 
Score: -18372010.000000 Penalty: 5890.128906
	Iteration 19Q: 3 clusters Score -1.837201e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 110003 members 
Entering Unmasked Estep 
Score: -18372616.000000 Penalty: 5890.128906
	Iteration 20F: 3 clusters Score -1.837262e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 111259 members 
Entering Unmasked Estep 
Score: -18373102.000000 Penalty: 5890.128906
	Iteration 21Q: 3 clusters Score -1.83731e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 112380 members 
Entering Unmasked Estep 
Score: -18373478.000000 Penalty: 5890.128906
	Iteration 22Q: 3 clusters Score -1.837348e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 113459 members 
Entering Unmasked Estep 
Score: -18373756.000000 Penalty: 5890.128906
	Iteration 23Q: 3 clusters Score -1.837376e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 114471 members 
Entering Unmasked Estep 
Score: -18373898.000000 Penalty: 5890.128906
	Iteration 24Q: 3 clusters Score -1.83739e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 115393 members 
Entering Unmasked Estep 
Score: -18374020.000000 Penalty: 5890.128906
	Iteration 25Q: 3 clusters Score -1.837402e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 116260 members 
Entering Unmasked Estep 
Score: -18374246.000000 Penalty: 5890.128906
	Iteration 26Q: 3 clusters Score -1.837425e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 117074 members 
Entering Unmasked Estep 
Score: -18374396.000000 Penalty: 5890.128906
	Iteration 27Q: 3 clusters Score -1.83744e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 117876 members 
Entering Unmasked Estep 
Score: -18374480.000000 Penalty: 5890.128906
	Iteration 28Q: 3 clusters Score -1.837448e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 118595 members 
Entering Unmasked Estep 
Score: -18374628.000000 Penalty: 5890.128906
	Iteration 29Q: 3 clusters Score -1.837463e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 119294 members 
Entering Unmasked Estep 
Score: -18374754.000000 Penalty: 5890.128906
	Iteration 30Q: 3 clusters Score -1.837475e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 119975 members 
Entering Unmasked Estep 
Score: -18374784.000000 Penalty: 5890.128906
	Iteration 31Q: 3 clusters Score -1.837478e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 120668 members 
Entering Unmasked Estep 
Score: -18374980.000000 Penalty: 5890.128906
	Iteration 32Q: 3 clusters Score -1.837498e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 121342 members 
Entering Unmasked Estep 
Score: -18375124.000000 Penalty: 5890.128906
	Iteration 33Q: 3 clusters Score -1.837512e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 122025 members 
Entering Unmasked Estep 
Score: -18375298.000000 Penalty: 5890.128906
	Iteration 34Q: 3 clusters Score -1.83753e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 122697 members 
Entering Unmasked Estep 
Score: -18375392.000000 Penalty: 5890.128906
	Iteration 35Q: 3 clusters Score -1.837539e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 123344 members 
Entering Unmasked Estep 
Score: -18375550.000000 Penalty: 5890.128906
	Iteration 36Q: 3 clusters Score -1.837555e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 124024 members 
Entering Unmasked Estep 
Score: -18375658.000000 Penalty: 5890.128906
	Iteration 37Q: 3 clusters Score -1.837566e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 124671 members 
Entering Unmasked Estep 
Score: -18375782.000000 Penalty: 5890.128906
	Iteration 38Q: 3 clusters Score -1.837578e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 125307 members 
Entering Unmasked Estep 
Score: -18375980.000000 Penalty: 5890.128906
	Iteration 39Q: 3 clusters Score -1.837598e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 125941 members 
Entering Unmasked Estep 
Score: -18376106.000000 Penalty: 5890.128906
	Iteration 40F: 3 clusters Score -1.837611e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 126572 members 
Entering Unmasked Estep 
Score: -18376238.000000 Penalty: 5890.128906
	Iteration 41Q: 3 clusters Score -1.837624e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 127232 members 
Entering Unmasked Estep 
Score: -18376390.000000 Penalty: 5890.128906
	Iteration 42Q: 3 clusters Score -1.837639e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 127888 members 
Entering Unmasked Estep 
Score: -18376538.000000 Penalty: 5890.128906
	Iteration 43Q: 3 clusters Score -1.837654e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 128556 members 
Entering Unmasked Estep 
Score: -18376764.000000 Penalty: 5890.128906
	Iteration 44Q: 3 clusters Score -1.837676e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 129234 members 
Entering Unmasked Estep 
Score: -18376880.000000 Penalty: 5890.128906
	Iteration 45Q: 3 clusters Score -1.837688e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 129903 members 
Entering Unmasked Estep 
Score: -18377052.000000 Penalty: 5890.128906
	Iteration 46Q: 3 clusters Score -1.837705e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 130515 members 
Entering Unmasked Estep 
Score: -18377282.000000 Penalty: 5890.128906
	Iteration 47Q: 3 clusters Score -1.837728e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 131063 members 
Entering Unmasked Estep 
Score: -18377408.000000 Penalty: 5890.128906
	Iteration 48Q: 3 clusters Score -1.837741e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 131566 members 
Entering Unmasked Estep 
Score: -18377526.000000 Penalty: 5890.128906
	Iteration 49Q: 3 clusters Score -1.837753e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 132024 members 
Entering Unmasked Estep 
Score: -18377690.000000 Penalty: 5890.128906
	Iteration 50Q: 3 clusters Score -1.837769e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 132457 members 
Entering Unmasked Estep 
Score: -18377824.000000 Penalty: 5890.128906
	Iteration 51Q: 3 clusters Score -1.837782e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 132896 members 
Entering Unmasked Estep 
Score: -18377904.000000 Penalty: 5890.128906
	Iteration 52Q: 3 clusters Score -1.83779e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 133315 members 
Entering Unmasked Estep 
Score: -18378060.000000 Penalty: 5890.128906
	Iteration 53Q: 3 clusters Score -1.837806e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 133732 members 
Entering Unmasked Estep 
Score: -18378164.000000 Penalty: 5890.128906
	Iteration 54Q: 3 clusters Score -1.837816e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 134135 members 
Entering Unmasked Estep 
Score: -18378294.000000 Penalty: 5890.128906
	Iteration 55Q: 3 clusters Score -1.837829e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 134518 members 
Entering Unmasked Estep 
Score: -18378384.000000 Penalty: 5890.128906
	Iteration 56Q: 3 clusters Score -1.837838e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 134870 members 
Entering Unmasked Estep 
Score: -18378438.000000 Penalty: 5890.128906
	Iteration 57Q: 3 clusters Score -1.837844e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 135184 members 
Entering Unmasked Estep 
Score: -18378528.000000 Penalty: 5890.128906
	Iteration 58Q: 3 clusters Score -1.837853e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 135498 members 
Entering Unmasked Estep 
Score: -18378622.000000 Penalty: 5890.128906
	Iteration 59Q: 3 clusters Score -1.837862e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 135803 members 
Entering Unmasked Estep 
Score: -18378692.000000 Penalty: 5890.128906
	Iteration 60F: 3 clusters Score -1.837869e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 136109 members 
Entering Unmasked Estep 
Score: -18378762.000000 Penalty: 5890.128906
	Iteration 61Q: 3 clusters Score -1.837876e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 136396 members 
Entering Unmasked Estep 
Score: -18378832.000000 Penalty: 5890.128906
	Iteration 62Q: 3 clusters Score -1.837883e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 136657 members 
Entering Unmasked Estep 
Score: -18378926.000000 Penalty: 5890.128906
	Iteration 63Q: 3 clusters Score -1.837893e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 136895 members 
Entering Unmasked Estep 
Score: -18378958.000000 Penalty: 5890.128906
	Iteration 64Q: 3 clusters Score -1.837896e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 137114 members 
Entering Unmasked Estep 
Score: -18379024.000000 Penalty: 5890.128906
	Iteration 65Q: 3 clusters Score -1.837902e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 137323 members 
Entering Unmasked Estep 
Score: -18379068.000000 Penalty: 5890.128906
	Iteration 66Q: 3 clusters Score -1.837907e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 137527 members 
Entering Unmasked Estep 
Score: -18379104.000000 Penalty: 5890.128906
	Iteration 67Q: 3 clusters Score -1.83791e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 137702 members 
Entering Unmasked Estep 
Score: -18379164.000000 Penalty: 5890.128906
	Iteration 68Q: 3 clusters Score -1.837916e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 137862 members 
Entering Unmasked Estep 
Score: -18379160.000000 Penalty: 5890.128906
	Iteration 69Q: 3 clusters Score -1.837916e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 138022 members 
Entering Unmasked Estep 
Score: -18379180.000000 Penalty: 5890.128906
	Iteration 70Q: 3 clusters Score -1.837918e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 138176 members 
Entering Unmasked Estep 
Score: -18379234.000000 Penalty: 5890.128906
	Iteration 71Q: 3 clusters Score -1.837923e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 138337 members 
Entering Unmasked Estep 
Score: -18379296.000000 Penalty: 5890.128906
	Iteration 72Q: 3 clusters Score -1.83793e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 138499 members 
Entering Unmasked Estep 
Score: -18379360.000000 Penalty: 5890.128906
	Iteration 73Q: 3 clusters Score -1.837936e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 138647 members 
Entering Unmasked Estep 
Score: -18379382.000000 Penalty: 5890.128906
	Iteration 74Q: 3 clusters Score -1.837938e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 138802 members 
Entering Unmasked Estep 
Score: -18379454.000000 Penalty: 5890.128906
	Iteration 75Q: 3 clusters Score -1.837945e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 138942 members 
Entering Unmasked Estep 
Score: -18379468.000000 Penalty: 5890.128906
	Iteration 76Q: 3 clusters Score -1.837947e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 139066 members 
Entering Unmasked Estep 
Score: -18379558.000000 Penalty: 5890.128906
	Iteration 77Q: 3 clusters Score -1.837956e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 139199 members 
Entering Unmasked Estep 
Score: -18379578.000000 Penalty: 5890.128906
	Iteration 78Q: 3 clusters Score -1.837958e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 139336 members 
Entering Unmasked Estep 
Score: -18379616.000000 Penalty: 5890.128906
	Iteration 79Q: 3 clusters Score -1.837962e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 139480 members 
Entering Unmasked Estep 
Score: -18379676.000000 Penalty: 5890.128906
	Iteration 80F: 3 clusters Score -1.837968e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 139607 members 
Entering Unmasked Estep 
Score: -18379712.000000 Penalty: 5890.128906
	Iteration 81Q: 3 clusters Score -1.837971e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 139714 members 
Entering Unmasked Estep 
Score: -18379730.000000 Penalty: 5890.128906
	Iteration 82Q: 3 clusters Score -1.837973e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 139817 members 
Entering Unmasked Estep 
Score: -18379780.000000 Penalty: 5890.128906
	Iteration 83Q: 3 clusters Score -1.837978e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 139908 members 
Entering Unmasked Estep 
Score: -18379780.000000 Penalty: 5890.128906
	Iteration 84Q: 3 clusters Score -1.837978e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 140001 members 
Entering Unmasked Estep 
Score: -18379756.000000 Penalty: 5890.128906
	Iteration 85Q: 3 clusters Score -1.837976e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 140097 members 
Entering Unmasked Estep 
Score: -18379806.000000 Penalty: 5890.128906
	Iteration 86Q: 3 clusters Score -1.837981e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 140166 members 
Entering Unmasked Estep 
Score: -18379780.000000 Penalty: 5890.128906
	Iteration 87Q: 3 clusters Score -1.837978e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 140228 members 
Entering Unmasked Estep 
Score: -18379798.000000 Penalty: 5890.128906
	Iteration 88Q: 3 clusters Score -1.83798e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 140300 members 
Entering Unmasked Estep 
Score: -18379812.000000 Penalty: 5890.128906
	Iteration 89Q: 3 clusters Score -1.837981e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 140387 members 
Entering Unmasked Estep 
Score: -18379810.000000 Penalty: 5890.128906
	Iteration 90Q: 3 clusters Score -1.837981e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 140459 members 
Entering Unmasked Estep 
Score: -18379832.000000 Penalty: 5890.128906
	Iteration 91Q: 3 clusters Score -1.837983e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 140526 members 
Entering Unmasked Estep 
Score: -18379838.000000 Penalty: 5890.128906
	Iteration 92Q: 3 clusters Score -1.837984e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 140587 members 
Entering Unmasked Estep 
Score: -18379848.000000 Penalty: 5890.128906
	Iteration 93Q: 3 clusters Score -1.837985e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 140638 members 
Entering Unmasked Estep 
Score: -18379874.000000 Penalty: 5890.128906
	Iteration 94Q: 3 clusters Score -1.837987e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 140691 members 
Entering Unmasked Estep 
Score: -18379862.000000 Penalty: 5890.128906
	Iteration 95Q: 3 clusters Score -1.837986e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 140732 members 
Entering Unmasked Estep 
Score: -18379868.000000 Penalty: 5890.128906
	Iteration 96Q: 3 clusters Score -1.837987e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 140766 members 
Entering Unmasked Estep 
Score: -18379880.000000 Penalty: 5890.128906
	Iteration 97Q: 3 clusters Score -1.837988e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 140798 members 
Entering Unmasked Estep 
Score: -18379878.000000 Penalty: 5890.128906
	Iteration 98Q: 3 clusters Score -1.837988e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 140835 members 
Entering Unmasked Estep 
Score: -18379912.000000 Penalty: 5890.128906
	Iteration 99Q: 3 clusters Score -1.837991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 140868 members 
Entering Unmasked Estep 
Score: -18379902.000000 Penalty: 5890.128906
	Iteration 100F: 3 clusters Score -1.83799e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 140896 members 
Entering Unmasked Estep 
Score: -18379914.000000 Penalty: 5890.128906
	Iteration 101Q: 3 clusters Score -1.837991e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 140918 members 
Entering Unmasked Estep 
Score: -18379914.000000 Penalty: 5890.128906
	Iteration 102Q: 3 clusters Score -1.837991e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 140934 members 
Entering Unmasked Estep 
Score: -18379928.000000 Penalty: 5890.128906
	Iteration 103Q: 3 clusters Score -1.837993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 140944 members 
Entering Unmasked Estep 
Score: -18379908.000000 Penalty: 5890.128906
	Iteration 104Q: 3 clusters Score -1.837991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 140954 members 
Entering Unmasked Estep 
Score: -18379924.000000 Penalty: 5890.128906
	Iteration 105Q: 3 clusters Score -1.837992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 140960 members 
Entering Unmasked Estep 
Score: -18379926.000000 Penalty: 5890.128906
	Iteration 106Q: 3 clusters Score -1.837993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 140964 members 
Entering Unmasked Estep 
Score: -18379922.000000 Penalty: 5890.128906
	Iteration 107Q: 3 clusters Score -1.837992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 140966 members 
Entering Unmasked Estep 
Score: -18379914.000000 Penalty: 5890.128906
	Iteration 108Q: 3 clusters Score -1.837991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 140969 members 
Entering Unmasked Estep 
Score: -18379932.000000 Penalty: 5890.128906
	Iteration 109Q: 3 clusters Score -1.837993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 140974 members 
Entering Unmasked Estep 
Score: -18379920.000000 Penalty: 5890.128906
	Iteration 110Q: 3 clusters Score -1.837992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 140979 members 
Entering Unmasked Estep 
Score: -18379918.000000 Penalty: 5890.128906
	Iteration 111Q: 3 clusters Score -1.837992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 140983 members 
Entering Unmasked Estep 
Score: -18379916.000000 Penalty: 5890.128906
	Iteration 112Q: 3 clusters Score -1.837992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 140984 members 
Entering Unmasked Estep 
Score: -18379926.000000 Penalty: 5890.128906
	Iteration 113Q: 3 clusters Score -1.837993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 140987 members 
Entering Unmasked Estep 
Score: -18379924.000000 Penalty: 5890.128906
	Iteration 114Q: 3 clusters Score -1.837992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 140989 members 
Entering Unmasked Estep 
Score: -18379924.000000 Penalty: 5890.128906
	Iteration 115Q: 3 clusters Score -1.837992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 140990 members 
Entering Unmasked Estep 
Score: -18379914.000000 Penalty: 5890.128906
	Iteration 116Q: 3 clusters Score -1.837991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 140992 members 
Entering Unmasked Estep 
Score: -18379916.000000 Penalty: 5890.128906
	Iteration 117Q: 3 clusters Score -1.837992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 140994 members 
Entering Unmasked Estep 
Score: -18379914.000000 Penalty: 5890.128906
	Iteration 118Q: 3 clusters Score -1.837991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 140997 members 
Entering Unmasked Estep 
Score: -18379914.000000 Penalty: 5890.128906
	Iteration 119Q: 3 clusters Score -1.837991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 141003 members 
Entering Unmasked Estep 
Score: -18379918.000000 Penalty: 5890.128906
	Iteration 120F: 3 clusters Score -1.837992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 141004 members 
Entering Unmasked Estep 
Score: -18379918.000000 Penalty: 5890.128906
	Iteration 121Q: 3 clusters Score -1.837992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 141004 members 
Entering Unmasked Estep 
Score: -18379918.000000 Penalty: 5890.128906
	Iteration 122F: 3 clusters Score -1.837992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Entering Unmasked Estep 
Score: -7958078.000000 Penalty: 2746.252441
	Iteration 0F: 2 clusters Score -7958078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -7914880.000000 Penalty: 5492.504883
	Iteration 0F: 3 clusters Score -7914880 nChanged 30010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -7931718.000000 Penalty: 5492.504883
	Iteration 1F: 3 clusters Score -7931718 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -7932363.500000 Penalty: 5492.504883
	Iteration 2Q: 3 clusters Score -7932364 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -7933133.500000 Penalty: 5492.504883
	Iteration 3Q: 3 clusters Score -7933134 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -7934248.000000 Penalty: 5492.504883
	Iteration 4Q: 3 clusters Score -7934248 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -7935927.000000 Penalty: 5492.504883
	Iteration 5F: 3 clusters Score -7935927 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -7938430.000000 Penalty: 5492.504883
	Iteration 6F: 3 clusters Score -7938430 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -7941927.000000 Penalty: 5492.504883
	Iteration 7F: 3 clusters Score -7941927 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -7946033.000000 Penalty: 5492.504883
	Iteration 8F: 3 clusters Score -7946033 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -7949980.500000 Penalty: 5492.504883
	Iteration 9F: 3 clusters Score -7949980 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -7952757.000000 Penalty: 5492.504883
	Iteration 10F: 3 clusters Score -7952757 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
Score: -7954307.500000 Penalty: 5492.504883
	Iteration 11Q: 3 clusters Score -7954308 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -7955123.000000 Penalty: 5492.504883
	Iteration 12Q: 3 clusters Score -7955123 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -7955456.500000 Penalty: 5492.504883
	Iteration 13Q: 3 clusters Score -7955456 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -7955643.000000 Penalty: 5492.504883
	Iteration 14Q: 3 clusters Score -7955643 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 63821 members 
Entering Unmasked Estep 
Score: -7955734.000000 Penalty: 5492.504883
	Iteration 15Q: 3 clusters Score -7955734 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -7955778.500000 Penalty: 5492.504883
	Iteration 16Q: 3 clusters Score -7955778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -7955807.000000 Penalty: 5492.504883
	Iteration 17Q: 3 clusters Score -7955807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 63941 members 
Entering Unmasked Estep 
Score: -7955833.500000 Penalty: 5492.504883
	Iteration 18Q: 3 clusters Score -7955834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -7955835.500000 Penalty: 5492.504883
	Iteration 19Q: 3 clusters Score -7955836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -7955848.500000 Penalty: 5492.504883
	Iteration 20F: 3 clusters Score -7955848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 63968 members 
Entering Unmasked Estep 
Score: -7955849.500000 Penalty: 5492.504883
	Iteration 21Q: 3 clusters Score -7955850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -7955850.000000 Penalty: 5492.504883
	Iteration 22Q: 3 clusters Score -7955850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -7955860.000000 Penalty: 5492.504883
	Iteration 23Q: 3 clusters Score -7955860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -7955860.000000 Penalty: 5492.504883
	Iteration 24Q: 3 clusters Score -7955860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -7955861.000000 Penalty: 5492.504883
	Iteration 25Q: 3 clusters Score -7955861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -7955865.500000 Penalty: 5492.504883
	Iteration 26Q: 3 clusters Score -7955866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -7955865.500000 Penalty: 5492.504883
	Iteration 27F: 3 clusters Score -7955866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Entering Unmasked Estep 
Score: -533074.125000 Penalty: 2072.658447
	Iteration 0F: 2 clusters Score -533074.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -529002.937500 Penalty: 4145.316895
	Iteration 0F: 3 clusters Score -529002.9 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -529943.500000 Penalty: 4145.316895
	Iteration 1F: 3 clusters Score -529943.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -530203.687500 Penalty: 4145.316895
	Iteration 2F: 3 clusters Score -530203.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -530368.312500 Penalty: 4145.316895
	Iteration 3F: 3 clusters Score -530368.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -530482.937500 Penalty: 4145.316895
	Iteration 4Q: 3 clusters Score -530482.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -530562.937500 Penalty: 4145.316895
	Iteration 5Q: 3 clusters Score -530562.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -530632.687500 Penalty: 4145.316895
	Iteration 6Q: 3 clusters Score -530632.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -530682.750000 Penalty: 4145.316895
	Iteration 7Q: 3 clusters Score -530682.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -530728.312500 Penalty: 4145.316895
	Iteration 8Q: 3 clusters Score -530728.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -530760.250000 Penalty: 4145.316895
	Iteration 9Q: 3 clusters Score -530760.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -530782.000000 Penalty: 4145.316895
	Iteration 10Q: 3 clusters Score -530782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -530796.937500 Penalty: 4145.316895
	Iteration 11Q: 3 clusters Score -530796.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -530808.625000 Penalty: 4145.316895
	Iteration 12Q: 3 clusters Score -530808.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -530815.687500 Penalty: 4145.316895
	Iteration 13Q: 3 clusters Score -530815.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -530825.937500 Penalty: 4145.316895
	Iteration 14Q: 3 clusters Score -530825.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -530833.750000 Penalty: 4145.316895
	Iteration 15Q: 3 clusters Score -530833.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -530840.562500 Penalty: 4145.316895
	Iteration 16Q: 3 clusters Score -530840.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -530850.000000 Penalty: 4145.316895
	Iteration 17Q: 3 clusters Score -530850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -530858.562500 Penalty: 4145.316895
	Iteration 18Q: 3 clusters Score -530858.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -530866.062500 Penalty: 4145.316895
	Iteration 19Q: 3 clusters Score -530866.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -530873.625000 Penalty: 4145.316895
	Iteration 20F: 3 clusters Score -530873.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -530876.812500 Penalty: 4145.316895
	Iteration 21Q: 3 clusters Score -530876.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -530879.562500 Penalty: 4145.316895
	Iteration 22Q: 3 clusters Score -530879.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -530883.187500 Penalty: 4145.316895
	Iteration 23Q: 3 clusters Score -530883.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -530886.812500 Penalty: 4145.316895
	Iteration 24Q: 3 clusters Score -530886.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -530889.000000 Penalty: 4145.316895
	Iteration 25Q: 3 clusters Score -530889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -530890.250000 Penalty: 4145.316895
	Iteration 26Q: 3 clusters Score -530890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -530891.937500 Penalty: 4145.316895
	Iteration 27Q: 3 clusters Score -530891.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -530893.187500 Penalty: 4145.316895
	Iteration 28Q: 3 clusters Score -530893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -530893.687500 Penalty: 4145.316895
	Iteration 29Q: 3 clusters Score -530893.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -530894.187500 Penalty: 4145.316895
	Iteration 30Q: 3 clusters Score -530894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -530894.750000 Penalty: 4145.316895
	Iteration 31Q: 3 clusters Score -530894.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -530894.750000 Penalty: 4145.316895
	Iteration 32F: 3 clusters Score -530894.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Entering Unmasked Estep 
Score: -3813009.000000 Penalty: 2555.916504
	Iteration 0F: 2 clusters Score -3813009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -3792571.250000 Penalty: 5111.833008
	Iteration 0F: 3 clusters Score -3792571 nChanged 13405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3799738.250000 Penalty: 5111.833008
	Iteration 1F: 3 clusters Score -3799738 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3800423.000000 Penalty: 5111.833008
	Iteration 2F: 3 clusters Score -3800423 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3801209.250000 Penalty: 5111.833008
	Iteration 3F: 3 clusters Score -3801209 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3802235.250000 Penalty: 5111.833008
	Iteration 4F: 3 clusters Score -3802235 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -3803742.750000 Penalty: 5111.833008
	Iteration 5F: 3 clusters Score -3803743 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3805644.500000 Penalty: 5111.833008
	Iteration 6F: 3 clusters Score -3805644 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3807605.250000 Penalty: 5111.833008
	Iteration 7F: 3 clusters Score -3807605 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3809135.500000 Penalty: 5111.833008
	Iteration 8F: 3 clusters Score -3809136 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3809981.500000 Penalty: 5111.833008
	Iteration 9Q: 3 clusters Score -3809982 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3810360.000000 Penalty: 5111.833008
	Iteration 10Q: 3 clusters Score -3810360 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3810549.500000 Penalty: 5111.833008
	Iteration 11Q: 3 clusters Score -3810550 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3810637.750000 Penalty: 5111.833008
	Iteration 12Q: 3 clusters Score -3810638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3810678.750000 Penalty: 5111.833008
	Iteration 13Q: 3 clusters Score -3810679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3810708.500000 Penalty: 5111.833008
	Iteration 14Q: 3 clusters Score -3810708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3810720.250000 Penalty: 5111.833008
	Iteration 15Q: 3 clusters Score -3810720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3810731.250000 Penalty: 5111.833008
	Iteration 16Q: 3 clusters Score -3810731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3810757.250000 Penalty: 5111.833008
	Iteration 17Q: 3 clusters Score -3810757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3810768.250000 Penalty: 5111.833008
	Iteration 18Q: 3 clusters Score -3810768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3810777.750000 Penalty: 5111.833008
	Iteration 19Q: 3 clusters Score -3810778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3810780.750000 Penalty: 5111.833008
	Iteration 20F: 3 clusters Score -3810781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3810779.500000 Penalty: 5111.833008
	Iteration 21Q: 3 clusters Score -3810780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3810785.750000 Penalty: 5111.833008
	Iteration 22Q: 3 clusters Score -3810786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3810786.250000 Penalty: 5111.833008
	Iteration 23Q: 3 clusters Score -3810786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3810788.500000 Penalty: 5111.833008
	Iteration 24Q: 3 clusters Score -3810788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3810790.750000 Penalty: 5111.833008
	Iteration 25Q: 3 clusters Score -3810791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3810793.500000 Penalty: 5111.833008
	Iteration 26Q: 3 clusters Score -3810794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3810793.500000 Penalty: 5111.833008
	Iteration 27F: 3 clusters Score -3810794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (161665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161665 members 
Entering Unmasked Estep 
Score: -20507526.000000 Penalty: 2974.333740
	Iteration 0F: 2 clusters Score -2.050753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80862 members 
Mstep: Class 2 contains 80803 members 
Entering Unmasked Estep 
Score: -20402222.000000 Penalty: 5948.667480
	Iteration 0F: 3 clusters Score -2.040222e+07 nChanged 77430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79390 members 
Mstep: Class 2 contains 82275 members 
Entering Unmasked Estep 
Score: -20447592.000000 Penalty: 5948.667480
	Iteration 1F: 3 clusters Score -2.044759e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78133 members 
Mstep: Class 2 contains 83532 members 
Entering Unmasked Estep 
Score: -20448912.000000 Penalty: 5948.667480
	Iteration 2Q: 3 clusters Score -2.044891e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76391 members 
Mstep: Class 2 contains 85274 members 
Entering Unmasked Estep 
Score: -20450624.000000 Penalty: 5948.667480
	Iteration 3Q: 3 clusters Score -2.045062e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 87704 members 
Entering Unmasked Estep 
Score: -20452760.000000 Penalty: 5948.667480
	Iteration 4Q: 3 clusters Score -2.045276e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70549 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -20455558.000000 Penalty: 5948.667480
	Iteration 5Q: 3 clusters Score -2.045556e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 95693 members 
Entering Unmasked Estep 
Score: -20458728.000000 Penalty: 5948.667480
	Iteration 6Q: 3 clusters Score -2.045873e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 101526 members 
Entering Unmasked Estep 
Score: -20462962.000000 Penalty: 5948.667480
	Iteration 7F: 3 clusters Score -2.046296e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 108695 members 
Entering Unmasked Estep 
Score: -20467758.000000 Penalty: 5948.667480
	Iteration 8F: 3 clusters Score -2.046776e+07 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -20473574.000000 Penalty: 5948.667480
	Iteration 9F: 3 clusters Score -2.047357e+07 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 126173 members 
Entering Unmasked Estep 
Score: -20480504.000000 Penalty: 5948.667480
	Iteration 10F: 3 clusters Score -2.04805e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 134984 members 
Entering Unmasked Estep 
Score: -20487736.000000 Penalty: 5948.667480
	Iteration 11F: 3 clusters Score -2.048774e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 142464 members 
Entering Unmasked Estep 
Score: -20493964.000000 Penalty: 5948.667480
	Iteration 12Q: 3 clusters Score -2.049396e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 148097 members 
Entering Unmasked Estep 
Score: -20498332.000000 Penalty: 5948.667480
	Iteration 13Q: 3 clusters Score -2.049833e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 151965 members 
Entering Unmasked Estep 
Score: -20501082.000000 Penalty: 5948.667480
	Iteration 14Q: 3 clusters Score -2.050108e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 154585 members 
Entering Unmasked Estep 
Score: -20502756.000000 Penalty: 5948.667480
	Iteration 15Q: 3 clusters Score -2.050276e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 156455 members 
Entering Unmasked Estep 
Score: -20503874.000000 Penalty: 5948.667480
	Iteration 16Q: 3 clusters Score -2.050387e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 157600 members 
Entering Unmasked Estep 
Score: -20504456.000000 Penalty: 5948.667480
	Iteration 17Q: 3 clusters Score -2.050446e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 158304 members 
Entering Unmasked Estep 
Score: -20504860.000000 Penalty: 5948.667480
	Iteration 18Q: 3 clusters Score -2.050486e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 158757 members 
Entering Unmasked Estep 
Score: -20505218.000000 Penalty: 5948.667480
	Iteration 19Q: 3 clusters Score -2.050522e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 159036 members 
Entering Unmasked Estep 
Score: -20505408.000000 Penalty: 5948.667480
	Iteration 20F: 3 clusters Score -2.050541e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 159207 members 
Entering Unmasked Estep 
Score: -20505518.000000 Penalty: 5948.667480
	Iteration 21Q: 3 clusters Score -2.050552e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 159337 members 
Entering Unmasked Estep 
Score: -20505538.000000 Penalty: 5948.667480
	Iteration 22Q: 3 clusters Score -2.050554e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 159436 members 
Entering Unmasked Estep 
Score: -20505568.000000 Penalty: 5948.667480
	Iteration 23Q: 3 clusters Score -2.050557e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 159510 members 
Entering Unmasked Estep 
Score: -20505540.000000 Penalty: 5948.667480
	Iteration 24Q: 3 clusters Score -2.050554e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 159562 members 
Entering Unmasked Estep 
Score: -20505558.000000 Penalty: 5948.667480
	Iteration 25Q: 3 clusters Score -2.050556e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 159617 members 
Entering Unmasked Estep 
Score: -20505558.000000 Penalty: 5948.667480
	Iteration 26Q: 3 clusters Score -2.050556e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 159668 members 
Entering Unmasked Estep 
Score: -20505572.000000 Penalty: 5948.667480
	Iteration 27Q: 3 clusters Score -2.050557e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 159697 members 
Entering Unmasked Estep 
Score: -20505544.000000 Penalty: 5948.667480
	Iteration 28Q: 3 clusters Score -2.050554e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 159727 members 
Entering Unmasked Estep 
Score: -20505548.000000 Penalty: 5948.667480
	Iteration 29Q: 3 clusters Score -2.050555e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 159755 members 
Entering Unmasked Estep 
Score: -20505556.000000 Penalty: 5948.667480
	Iteration 30Q: 3 clusters Score -2.050556e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 159770 members 
Entering Unmasked Estep 
Score: -20505578.000000 Penalty: 5948.667480
	Iteration 31Q: 3 clusters Score -2.050558e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 159786 members 
Entering Unmasked Estep 
Score: -20505536.000000 Penalty: 5948.667480
	Iteration 32Q: 3 clusters Score -2.050554e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 159796 members 
Entering Unmasked Estep 
Score: -20505530.000000 Penalty: 5948.667480
	Iteration 33Q: 3 clusters Score -2.050553e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 159813 members 
Entering Unmasked Estep 
Score: -20505554.000000 Penalty: 5948.667480
	Iteration 34Q: 3 clusters Score -2.050555e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 159826 members 
Entering Unmasked Estep 
Score: -20505550.000000 Penalty: 5948.667480
	Iteration 35Q: 3 clusters Score -2.050555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 159837 members 
Entering Unmasked Estep 
Score: -20505552.000000 Penalty: 5948.667480
	Iteration 36Q: 3 clusters Score -2.050555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 159839 members 
Entering Unmasked Estep 
Score: -20505538.000000 Penalty: 5948.667480
	Iteration 37Q: 3 clusters Score -2.050554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 159841 members 
Entering Unmasked Estep 
Score: -20505568.000000 Penalty: 5948.667480
	Iteration 38Q: 3 clusters Score -2.050557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 159845 members 
Entering Unmasked Estep 
Score: -20505568.000000 Penalty: 5948.667480
	Iteration 39Q: 3 clusters Score -2.050557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 159846 members 
Entering Unmasked Estep 
Score: -20505572.000000 Penalty: 5948.667480
	Iteration 40F: 3 clusters Score -2.050557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 159852 members 
Entering Unmasked Estep 
Score: -20505560.000000 Penalty: 5948.667480
	Iteration 41Q: 3 clusters Score -2.050556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 159859 members 
Entering Unmasked Estep 
Score: -20505566.000000 Penalty: 5948.667480
	Iteration 42Q: 3 clusters Score -2.050557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 159867 members 
Entering Unmasked Estep 
Score: -20505566.000000 Penalty: 5948.667480
	Iteration 43Q: 3 clusters Score -2.050557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 159868 members 
Entering Unmasked Estep 
Score: -20505568.000000 Penalty: 5948.667480
	Iteration 44Q: 3 clusters Score -2.050557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 159871 members 
Entering Unmasked Estep 
Score: -20505564.000000 Penalty: 5948.667480
	Iteration 45Q: 3 clusters Score -2.050556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 159874 members 
Entering Unmasked Estep 
Score: -20505554.000000 Penalty: 5948.667480
	Iteration 46Q: 3 clusters Score -2.050555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 159873 members 
Entering Unmasked Estep 
Score: -20505560.000000 Penalty: 5948.667480
	Iteration 47Q: 3 clusters Score -2.050556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 159873 members 
Entering Unmasked Estep 
Score: -20505560.000000 Penalty: 5948.667480
	Iteration 48F: 3 clusters Score -2.050556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -36731.542969 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -36731.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35372.511719 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -35372.51 nChanged 45
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: -35531.199219 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -35531.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35576.433594 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -35576.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35596.800781 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -35596.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35610.707031 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -35610.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35618.792969 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -35618.79 nChanged 1
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: -35624.820312 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -35624.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35626.691406 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -35626.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35626.691406 Penalty: 2913.965820
	Iteration 8F: 3 clusters Score -35626.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (143529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143529 members 
Entering Unmasked Estep 
Score: -18502796.000000 Penalty: 2944.824463
	Iteration 0F: 2 clusters Score -1.85028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71943 members 
Mstep: Class 2 contains 71586 members 
Entering Unmasked Estep 
Score: -18410214.000000 Penalty: 5889.648926
	Iteration 0F: 3 clusters Score -1.841021e+07 nChanged 68573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 69733 members 
Entering Unmasked Estep 
Score: -18449788.000000 Penalty: 5889.648926
	Iteration 1F: 3 clusters Score -1.844979e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -18450678.000000 Penalty: 5889.648926
	Iteration 2Q: 3 clusters Score -1.845068e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76773 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -18451540.000000 Penalty: 5889.648926
	Iteration 3Q: 3 clusters Score -1.845154e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -18452874.000000 Penalty: 5889.648926
	Iteration 4Q: 3 clusters Score -1.845287e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 59877 members 
Entering Unmasked Estep 
Score: -18455076.000000 Penalty: 5889.648926
	Iteration 5Q: 3 clusters Score -1.845508e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89398 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -18458434.000000 Penalty: 5889.648926
	Iteration 6Q: 3 clusters Score -1.845843e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96800 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -18463906.000000 Penalty: 5889.648926
	Iteration 7F: 3 clusters Score -1.846391e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105594 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -18471172.000000 Penalty: 5889.648926
	Iteration 8F: 3 clusters Score -1.847117e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114289 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -18478646.000000 Penalty: 5889.648926
	Iteration 9F: 3 clusters Score -1.847865e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121229 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -18484930.000000 Penalty: 5889.648926
	Iteration 10F: 3 clusters Score -1.848493e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125951 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -18489056.000000 Penalty: 5889.648926
	Iteration 11Q: 3 clusters Score -1.848906e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129246 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -18491608.000000 Penalty: 5889.648926
	Iteration 12Q: 3 clusters Score -1.849161e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131780 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -18493366.000000 Penalty: 5889.648926
	Iteration 13Q: 3 clusters Score -1.849337e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133796 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -18494768.000000 Penalty: 5889.648926
	Iteration 14Q: 3 clusters Score -1.849477e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135462 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -18495798.000000 Penalty: 5889.648926
	Iteration 15Q: 3 clusters Score -1.84958e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136850 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -18496768.000000 Penalty: 5889.648926
	Iteration 16Q: 3 clusters Score -1.849677e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137989 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -18497590.000000 Penalty: 5889.648926
	Iteration 17Q: 3 clusters Score -1.849759e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138950 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -18498308.000000 Penalty: 5889.648926
	Iteration 18Q: 3 clusters Score -1.849831e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139715 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -18498938.000000 Penalty: 5889.648926
	Iteration 19Q: 3 clusters Score -1.849894e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140303 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -18499318.000000 Penalty: 5889.648926
	Iteration 20F: 3 clusters Score -1.849932e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140790 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -18499642.000000 Penalty: 5889.648926
	Iteration 21Q: 3 clusters Score -1.849964e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141138 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -18499822.000000 Penalty: 5889.648926
	Iteration 22Q: 3 clusters Score -1.849982e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141396 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -18499990.000000 Penalty: 5889.648926
	Iteration 23Q: 3 clusters Score -1.849999e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141581 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -18500134.000000 Penalty: 5889.648926
	Iteration 24Q: 3 clusters Score -1.850013e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141718 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -18500246.000000 Penalty: 5889.648926
	Iteration 25Q: 3 clusters Score -1.850025e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141815 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -18500300.000000 Penalty: 5889.648926
	Iteration 26Q: 3 clusters Score -1.85003e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141903 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -18500348.000000 Penalty: 5889.648926
	Iteration 27Q: 3 clusters Score -1.850035e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141961 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -18500398.000000 Penalty: 5889.648926
	Iteration 28Q: 3 clusters Score -1.85004e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142012 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -18500402.000000 Penalty: 5889.648926
	Iteration 29Q: 3 clusters Score -1.85004e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142053 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -18500438.000000 Penalty: 5889.648926
	Iteration 30Q: 3 clusters Score -1.850044e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142089 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -18500454.000000 Penalty: 5889.648926
	Iteration 31Q: 3 clusters Score -1.850045e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142121 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -18500504.000000 Penalty: 5889.648926
	Iteration 32Q: 3 clusters Score -1.85005e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142139 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -18500528.000000 Penalty: 5889.648926
	Iteration 33Q: 3 clusters Score -1.850053e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142166 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -18500528.000000 Penalty: 5889.648926
	Iteration 34Q: 3 clusters Score -1.850053e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142193 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -18500532.000000 Penalty: 5889.648926
	Iteration 35Q: 3 clusters Score -1.850053e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142213 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -18500540.000000 Penalty: 5889.648926
	Iteration 36Q: 3 clusters Score -1.850054e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142235 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -18500538.000000 Penalty: 5889.648926
	Iteration 37Q: 3 clusters Score -1.850054e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142255 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -18500560.000000 Penalty: 5889.648926
	Iteration 38Q: 3 clusters Score -1.850056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142274 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -18500572.000000 Penalty: 5889.648926
	Iteration 39Q: 3 clusters Score -1.850057e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142289 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -18500584.000000 Penalty: 5889.648926
	Iteration 40F: 3 clusters Score -1.850058e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142298 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -18500592.000000 Penalty: 5889.648926
	Iteration 41Q: 3 clusters Score -1.850059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142305 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -18500596.000000 Penalty: 5889.648926
	Iteration 42Q: 3 clusters Score -1.85006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142312 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -18500584.000000 Penalty: 5889.648926
	Iteration 43Q: 3 clusters Score -1.850058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142323 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -18500592.000000 Penalty: 5889.648926
	Iteration 44Q: 3 clusters Score -1.850059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142329 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -18500566.000000 Penalty: 5889.648926
	Iteration 45Q: 3 clusters Score -1.850057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142337 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -18500586.000000 Penalty: 5889.648926
	Iteration 46Q: 3 clusters Score -1.850059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142342 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -18500574.000000 Penalty: 5889.648926
	Iteration 47Q: 3 clusters Score -1.850057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142346 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -18500574.000000 Penalty: 5889.648926
	Iteration 48Q: 3 clusters Score -1.850057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142345 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -18500568.000000 Penalty: 5889.648926
	Iteration 49Q: 3 clusters Score -1.850057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142345 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -18500560.000000 Penalty: 5889.648926
	Iteration 50Q: 3 clusters Score -1.850056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142346 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -18500562.000000 Penalty: 5889.648926
	Iteration 51Q: 3 clusters Score -1.850056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142348 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -18500564.000000 Penalty: 5889.648926
	Iteration 52Q: 3 clusters Score -1.850056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142347 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -18500560.000000 Penalty: 5889.648926
	Iteration 53Q: 3 clusters Score -1.850056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142347 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -18500562.000000 Penalty: 5889.648926
	Iteration 54Q: 3 clusters Score -1.850056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142348 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -18500572.000000 Penalty: 5889.648926
	Iteration 55Q: 3 clusters Score -1.850057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142348 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -18500572.000000 Penalty: 5889.648926
	Iteration 56F: 3 clusters Score -1.850057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -55036.730469 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -55036.73 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 246 members 
Entering Unmasked Estep 
Score: -53514.914062 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -53514.91 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53716.011719 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -53716.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53817.050781 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -53817.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53884.070312 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -53884.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53940.957031 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -53940.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53978.777344 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -53978.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53989.492188 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -53989.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54000.492188 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -54000.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54024.636719 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -54024.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54057.691406 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -54057.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -54078.144531 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -54078.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54094.144531 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -54094.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54119.230469 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -54119.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -54150.878906 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -54150.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54167.468750 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -54167.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54181.519531 Penalty: 3081.452637
	Iteration 15Q: 3 clusters Score -54181.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -54204.781250 Penalty: 3081.452637
	Iteration 16Q: 3 clusters Score -54204.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54231.769531 Penalty: 3081.452637
	Iteration 17Q: 3 clusters Score -54231.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -54246.660156 Penalty: 3081.452637
	Iteration 18Q: 3 clusters Score -54246.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54267.570312 Penalty: 3081.452637
	Iteration 19Q: 3 clusters Score -54267.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54292.277344 Penalty: 3081.452637
	Iteration 20F: 3 clusters Score -54292.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54360.457031 Penalty: 3081.452637
	Iteration 21Q: 3 clusters Score -54360.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54385.910156 Penalty: 3081.452637
	Iteration 22Q: 3 clusters Score -54385.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54405.132812 Penalty: 3081.452637
	Iteration 23Q: 3 clusters Score -54405.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54437.781250 Penalty: 3081.452637
	Iteration 24Q: 3 clusters Score -54437.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54470.343750 Penalty: 3081.452637
	Iteration 25Q: 3 clusters Score -54470.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54478.699219 Penalty: 3081.452637
	Iteration 26Q: 3 clusters Score -54478.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54481.660156 Penalty: 3081.452637
	Iteration 27Q: 3 clusters Score -54481.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54481.660156 Penalty: 3081.452637
	Iteration 28F: 3 clusters Score -54481.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -28731.179688 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -28731.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27535.503906 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -27535.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27738.435547 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -27738.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27875.435547 Penalty: 2791.300049
	Iteration 2F: 3 clusters Score -27875.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27938.929688 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -27938.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28013.410156 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -28013.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28013.410156 Penalty: 2791.300049
	Iteration 5F: 3 clusters Score -28013.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 145378 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 176283 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5533 members 
Mstep: Class 8 contains 458 members 
Mstep: Class 9 contains 7532 members 
Mstep: Class 10 contains 153724 members 
Mstep: Class 11 contains 69346 members 
Mstep: Class 12 contains 163299 members 
Mstep: Class 13 contains 8717 members 
Mstep: Class 14 contains 1200 members 
Mstep: Class 15 contains 143668 members 
Mstep: Class 16 contains 64447 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 29915 members 
Mstep: Class 19 contains 161665 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143529 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324480.000000 Penalty: 83749.968750
Iteration 159Q: 25 clusters Score -1.613245e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 145437 members 
Mstep: Class 3 contains 5353 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 176185 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5509 members 
Mstep: Class 8 contains 460 members 
Mstep: Class 9 contains 7518 members 
Mstep: Class 10 contains 153745 members 
Mstep: Class 11 contains 69362 members 
Mstep: Class 12 contains 163253 members 
Mstep: Class 13 contains 8723 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 143699 members 
Mstep: Class 16 contains 64392 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 30012 members 
Mstep: Class 19 contains 161654 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143547 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324608.000000 Penalty: 83749.968750
Iteration 160F: 25 clusters Score -1.613246e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 145508 members 
Mstep: Class 3 contains 5356 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 176073 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5482 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7503 members 
Mstep: Class 10 contains 153734 members 
Mstep: Class 11 contains 69378 members 
Mstep: Class 12 contains 163239 members 
Mstep: Class 13 contains 8721 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 143738 members 
Mstep: Class 16 contains 64326 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 30119 members 
Mstep: Class 19 contains 161644 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143568 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324544.000000 Penalty: 83749.968750
Iteration 161Q: 25 clusters Score -1.613245e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 145579 members 
Mstep: Class 3 contains 5358 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 175988 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5457 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7486 members 
Mstep: Class 10 contains 153730 members 
Mstep: Class 11 contains 69388 members 
Mstep: Class 12 contains 163234 members 
Mstep: Class 13 contains 8723 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 143804 members 
Mstep: Class 16 contains 64244 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 30219 members 
Mstep: Class 19 contains 161604 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143573 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324704.000000 Penalty: 83749.968750
Iteration 162Q: 25 clusters Score -1.613247e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 145648 members 
Mstep: Class 3 contains 5345 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 175914 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5438 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7458 members 
Mstep: Class 10 contains 153702 members 
Mstep: Class 11 contains 69407 members 
Mstep: Class 12 contains 163239 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 143854 members 
Mstep: Class 16 contains 64173 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 30315 members 
Mstep: Class 19 contains 161581 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143589 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324608.000000 Penalty: 83749.968750
Iteration 163Q: 25 clusters Score -1.613246e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 145707 members 
Mstep: Class 3 contains 5344 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 175839 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7435 members 
Mstep: Class 10 contains 153648 members 
Mstep: Class 11 contains 69440 members 
Mstep: Class 12 contains 163247 members 
Mstep: Class 13 contains 8721 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 143917 members 
Mstep: Class 16 contains 64086 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 30438 members 
Mstep: Class 19 contains 161541 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143606 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324592.000000 Penalty: 83749.968750
Iteration 164Q: 25 clusters Score -1.613246e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 145767 members 
Mstep: Class 3 contains 5347 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 175776 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5404 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7422 members 
Mstep: Class 10 contains 153561 members 
Mstep: Class 11 contains 69457 members 
Mstep: Class 12 contains 163263 members 
Mstep: Class 13 contains 8726 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 143979 members 
Mstep: Class 16 contains 63991 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 30558 members 
Mstep: Class 19 contains 161505 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143633 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324608.000000 Penalty: 83749.968750
Iteration 165Q: 25 clusters Score -1.613246e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 145816 members 
Mstep: Class 3 contains 5349 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 175717 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7413 members 
Mstep: Class 10 contains 153537 members 
Mstep: Class 11 contains 69482 members 
Mstep: Class 12 contains 163256 members 
Mstep: Class 13 contains 8729 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 144041 members 
Mstep: Class 16 contains 63903 members 
Mstep: Class 17 contains 4264 members 
Mstep: Class 18 contains 30666 members 
Mstep: Class 19 contains 161422 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143668 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324416.000000 Penalty: 83749.968750
Iteration 166Q: 25 clusters Score -1.613244e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 145850 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 175627 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5377 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 153519 members 
Mstep: Class 11 contains 69505 members 
Mstep: Class 12 contains 163305 members 
Mstep: Class 13 contains 8730 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 144097 members 
Mstep: Class 16 contains 63818 members 
Mstep: Class 17 contains 4264 members 
Mstep: Class 18 contains 30769 members 
Mstep: Class 19 contains 161328 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143697 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324416.000000 Penalty: 83749.968750
Iteration 167Q: 25 clusters Score -1.613244e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 145888 members 
Mstep: Class 3 contains 5364 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 175541 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5360 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7400 members 
Mstep: Class 10 contains 153527 members 
Mstep: Class 11 contains 69526 members 
Mstep: Class 12 contains 163312 members 
Mstep: Class 13 contains 8733 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 144126 members 
Mstep: Class 16 contains 63725 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 30882 members 
Mstep: Class 19 contains 161265 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143737 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324400.000000 Penalty: 83749.968750
Iteration 168Q: 25 clusters Score -1.613244e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 145923 members 
Mstep: Class 3 contains 5369 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 175462 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5337 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7388 members 
Mstep: Class 10 contains 153511 members 
Mstep: Class 11 contains 69553 members 
Mstep: Class 12 contains 163323 members 
Mstep: Class 13 contains 8736 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 144149 members 
Mstep: Class 16 contains 63640 members 
Mstep: Class 17 contains 4264 members 
Mstep: Class 18 contains 30987 members 
Mstep: Class 19 contains 161238 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143771 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324320.000000 Penalty: 83749.968750
Iteration 169Q: 25 clusters Score -1.613243e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 145972 members 
Mstep: Class 3 contains 5373 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 175400 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5312 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7379 members 
Mstep: Class 10 contains 153506 members 
Mstep: Class 11 contains 69573 members 
Mstep: Class 12 contains 163342 members 
Mstep: Class 13 contains 8740 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 144175 members 
Mstep: Class 16 contains 63568 members 
Mstep: Class 17 contains 4264 members 
Mstep: Class 18 contains 31085 members 
Mstep: Class 19 contains 161164 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143798 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324208.000000 Penalty: 83749.968750
Iteration 170Q: 25 clusters Score -1.613242e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 146013 members 
Mstep: Class 3 contains 5377 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 175321 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5288 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7361 members 
Mstep: Class 10 contains 153519 members 
Mstep: Class 11 contains 69602 members 
Mstep: Class 12 contains 163334 members 
Mstep: Class 13 contains 8743 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144200 members 
Mstep: Class 16 contains 63495 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 31189 members 
Mstep: Class 19 contains 161113 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143834 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324144.000000 Penalty: 83749.968750
Iteration 171Q: 25 clusters Score -1.613241e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 146061 members 
Mstep: Class 3 contains 5377 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 175254 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7343 members 
Mstep: Class 10 contains 153544 members 
Mstep: Class 11 contains 69614 members 
Mstep: Class 12 contains 163283 members 
Mstep: Class 13 contains 8744 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144252 members 
Mstep: Class 16 contains 63441 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 31276 members 
Mstep: Class 19 contains 161081 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143856 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324144.000000 Penalty: 83749.968750
Iteration 172Q: 25 clusters Score -1.613241e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 146109 members 
Mstep: Class 3 contains 5387 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 175196 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5236 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7318 members 
Mstep: Class 10 contains 153583 members 
Mstep: Class 11 contains 69632 members 
Mstep: Class 12 contains 163213 members 
Mstep: Class 13 contains 8740 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144296 members 
Mstep: Class 16 contains 63390 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 31360 members 
Mstep: Class 19 contains 161051 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143881 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324160.000000 Penalty: 83749.968750
Iteration 173Q: 25 clusters Score -1.613242e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 146157 members 
Mstep: Class 3 contains 5387 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 175144 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5201 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7297 members 
Mstep: Class 10 contains 153653 members 
Mstep: Class 11 contains 69646 members 
Mstep: Class 12 contains 163116 members 
Mstep: Class 13 contains 8739 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144334 members 
Mstep: Class 16 contains 63337 members 
Mstep: Class 17 contains 4255 members 
Mstep: Class 18 contains 31458 members 
Mstep: Class 19 contains 161024 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143901 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324016.000000 Penalty: 83749.968750
Iteration 174Q: 25 clusters Score -1.61324e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 146193 members 
Mstep: Class 3 contains 5395 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 175118 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5177 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7286 members 
Mstep: Class 10 contains 153700 members 
Mstep: Class 11 contains 69659 members 
Mstep: Class 12 contains 163062 members 
Mstep: Class 13 contains 8741 members 
Mstep: Class 14 contains 1200 members 
Mstep: Class 15 contains 144367 members 
Mstep: Class 16 contains 63262 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 31557 members 
Mstep: Class 19 contains 160948 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143926 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323952.000000 Penalty: 83749.968750
Iteration 175Q: 25 clusters Score -1.61324e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 146192 members 
Mstep: Class 3 contains 5404 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 175080 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5158 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7273 members 
Mstep: Class 10 contains 153769 members 
Mstep: Class 11 contains 69666 members 
Mstep: Class 12 contains 163033 members 
Mstep: Class 13 contains 8742 members 
Mstep: Class 14 contains 1200 members 
Mstep: Class 15 contains 144385 members 
Mstep: Class 16 contains 63189 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 31649 members 
Mstep: Class 19 contains 160897 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 143953 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324160.000000 Penalty: 83749.968750
Iteration 176Q: 25 clusters Score -1.613242e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 146187 members 
Mstep: Class 3 contains 5416 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 175017 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5139 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7273 members 
Mstep: Class 10 contains 153787 members 
Mstep: Class 11 contains 69681 members 
Mstep: Class 12 contains 163026 members 
Mstep: Class 13 contains 8738 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144425 members 
Mstep: Class 16 contains 63125 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 31749 members 
Mstep: Class 19 contains 160824 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144004 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324016.000000 Penalty: 83749.968750
Iteration 177Q: 25 clusters Score -1.61324e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 146199 members 
Mstep: Class 3 contains 5419 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 175008 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5123 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7258 members 
Mstep: Class 10 contains 153816 members 
Mstep: Class 11 contains 69689 members 
Mstep: Class 12 contains 162993 members 
Mstep: Class 13 contains 8739 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144439 members 
Mstep: Class 16 contains 63052 members 
Mstep: Class 17 contains 4254 members 
Mstep: Class 18 contains 31835 members 
Mstep: Class 19 contains 160771 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144053 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324032.000000 Penalty: 83749.968750
Iteration 178Q: 25 clusters Score -1.61324e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 146235 members 
Mstep: Class 3 contains 5429 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174989 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7235 members 
Mstep: Class 10 contains 153817 members 
Mstep: Class 11 contains 69700 members 
Mstep: Class 12 contains 162985 members 
Mstep: Class 13 contains 8747 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144446 members 
Mstep: Class 16 contains 62997 members 
Mstep: Class 17 contains 4252 members 
Mstep: Class 18 contains 31909 members 
Mstep: Class 19 contains 160725 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144078 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324032.000000 Penalty: 83749.968750
Iteration 179Q: 25 clusters Score -1.61324e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 146252 members 
Mstep: Class 3 contains 5431 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174979 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5089 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7224 members 
Mstep: Class 10 contains 153819 members 
Mstep: Class 11 contains 69712 members 
Mstep: Class 12 contains 162992 members 
Mstep: Class 13 contains 8743 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144473 members 
Mstep: Class 16 contains 62931 members 
Mstep: Class 17 contains 4251 members 
Mstep: Class 18 contains 31984 members 
Mstep: Class 19 contains 160677 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144092 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324208.000000 Penalty: 83749.968750
Iteration 180F: 25 clusters Score -1.613242e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 146261 members 
Mstep: Class 3 contains 5432 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174946 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5071 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7213 members 
Mstep: Class 10 contains 153860 members 
Mstep: Class 11 contains 69722 members 
Mstep: Class 12 contains 162986 members 
Mstep: Class 13 contains 8742 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144486 members 
Mstep: Class 16 contains 62872 members 
Mstep: Class 17 contains 4250 members 
Mstep: Class 18 contains 32068 members 
Mstep: Class 19 contains 160640 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144100 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324240.000000 Penalty: 83749.968750
Iteration 181Q: 25 clusters Score -1.613242e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 146281 members 
Mstep: Class 3 contains 5430 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174920 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7198 members 
Mstep: Class 10 contains 153886 members 
Mstep: Class 11 contains 69733 members 
Mstep: Class 12 contains 162973 members 
Mstep: Class 13 contains 8742 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144497 members 
Mstep: Class 16 contains 62816 members 
Mstep: Class 17 contains 4250 members 
Mstep: Class 18 contains 32149 members 
Mstep: Class 19 contains 160605 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144121 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324224.000000 Penalty: 83749.968750
Iteration 182Q: 25 clusters Score -1.613242e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 146286 members 
Mstep: Class 3 contains 5431 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174910 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 5021 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7178 members 
Mstep: Class 10 contains 153909 members 
Mstep: Class 11 contains 69757 members 
Mstep: Class 12 contains 162962 members 
Mstep: Class 13 contains 8739 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144510 members 
Mstep: Class 16 contains 62769 members 
Mstep: Class 17 contains 4248 members 
Mstep: Class 18 contains 32223 members 
Mstep: Class 19 contains 160567 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144138 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324064.000000 Penalty: 83749.968750
Iteration 183Q: 25 clusters Score -1.613241e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 146303 members 
Mstep: Class 3 contains 5428 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174901 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4997 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7159 members 
Mstep: Class 10 contains 153877 members 
Mstep: Class 11 contains 69775 members 
Mstep: Class 12 contains 162981 members 
Mstep: Class 13 contains 8739 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144530 members 
Mstep: Class 16 contains 62725 members 
Mstep: Class 17 contains 4247 members 
Mstep: Class 18 contains 32301 members 
Mstep: Class 19 contains 160508 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144177 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324128.000000 Penalty: 83749.968750
Iteration 184Q: 25 clusters Score -1.613241e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 146324 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174882 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4980 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7146 members 
Mstep: Class 10 contains 153875 members 
Mstep: Class 11 contains 69796 members 
Mstep: Class 12 contains 162991 members 
Mstep: Class 13 contains 8742 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144556 members 
Mstep: Class 16 contains 62679 members 
Mstep: Class 17 contains 4247 members 
Mstep: Class 18 contains 32379 members 
Mstep: Class 19 contains 160434 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144193 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324016.000000 Penalty: 83749.968750
Iteration 185Q: 25 clusters Score -1.61324e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 146343 members 
Mstep: Class 3 contains 5409 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174849 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4960 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7137 members 
Mstep: Class 10 contains 153877 members 
Mstep: Class 11 contains 69819 members 
Mstep: Class 12 contains 163027 members 
Mstep: Class 13 contains 8739 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144597 members 
Mstep: Class 16 contains 62648 members 
Mstep: Class 17 contains 4246 members 
Mstep: Class 18 contains 32448 members 
Mstep: Class 19 contains 160335 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144214 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324160.000000 Penalty: 83749.968750
Iteration 186Q: 25 clusters Score -1.613242e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 146390 members 
Mstep: Class 3 contains 5414 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174812 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4939 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7117 members 
Mstep: Class 10 contains 153835 members 
Mstep: Class 11 contains 69839 members 
Mstep: Class 12 contains 163066 members 
Mstep: Class 13 contains 8731 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144630 members 
Mstep: Class 16 contains 62582 members 
Mstep: Class 17 contains 4245 members 
Mstep: Class 18 contains 32544 members 
Mstep: Class 19 contains 160261 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144243 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324272.000000 Penalty: 83749.968750
Iteration 187Q: 25 clusters Score -1.613243e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 146433 members 
Mstep: Class 3 contains 5412 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174790 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4923 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7100 members 
Mstep: Class 10 contains 153854 members 
Mstep: Class 11 contains 69847 members 
Mstep: Class 12 contains 163048 members 
Mstep: Class 13 contains 8732 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144656 members 
Mstep: Class 16 contains 62512 members 
Mstep: Class 17 contains 4244 members 
Mstep: Class 18 contains 32635 members 
Mstep: Class 19 contains 160200 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144262 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324256.000000 Penalty: 83749.968750
Iteration 188Q: 25 clusters Score -1.613243e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146456 members 
Mstep: Class 3 contains 5411 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174774 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4907 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7078 members 
Mstep: Class 10 contains 153859 members 
Mstep: Class 11 contains 69859 members 
Mstep: Class 12 contains 163047 members 
Mstep: Class 13 contains 8735 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144674 members 
Mstep: Class 16 contains 62439 members 
Mstep: Class 17 contains 4244 members 
Mstep: Class 18 contains 32720 members 
Mstep: Class 19 contains 160144 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144300 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324368.000000 Penalty: 83749.968750
Iteration 189Q: 25 clusters Score -1.613244e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146465 members 
Mstep: Class 3 contains 5406 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174760 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4888 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 153849 members 
Mstep: Class 11 contains 69875 members 
Mstep: Class 12 contains 163062 members 
Mstep: Class 13 contains 8732 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144698 members 
Mstep: Class 16 contains 62373 members 
Mstep: Class 17 contains 4245 members 
Mstep: Class 18 contains 32801 members 
Mstep: Class 19 contains 160103 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144333 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324576.000000 Penalty: 83749.968750
Iteration 190Q: 25 clusters Score -1.613246e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146506 members 
Mstep: Class 3 contains 5403 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174738 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4865 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7040 members 
Mstep: Class 10 contains 153868 members 
Mstep: Class 11 contains 69891 members 
Mstep: Class 12 contains 163059 members 
Mstep: Class 13 contains 8734 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144717 members 
Mstep: Class 16 contains 62331 members 
Mstep: Class 17 contains 4245 members 
Mstep: Class 18 contains 32869 members 
Mstep: Class 19 contains 160030 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144351 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324720.000000 Penalty: 83749.968750
Iteration 191Q: 25 clusters Score -1.613247e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146543 members 
Mstep: Class 3 contains 5404 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174714 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4849 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 7017 members 
Mstep: Class 10 contains 153821 members 
Mstep: Class 11 contains 69917 members 
Mstep: Class 12 contains 163091 members 
Mstep: Class 13 contains 8735 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144748 members 
Mstep: Class 16 contains 62278 members 
Mstep: Class 17 contains 4243 members 
Mstep: Class 18 contains 32945 members 
Mstep: Class 19 contains 159967 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144375 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324704.000000 Penalty: 83749.968750
Iteration 192Q: 25 clusters Score -1.613247e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146588 members 
Mstep: Class 3 contains 5403 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174691 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4834 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6996 members 
Mstep: Class 10 contains 153814 members 
Mstep: Class 11 contains 69940 members 
Mstep: Class 12 contains 163081 members 
Mstep: Class 13 contains 8734 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 144772 members 
Mstep: Class 16 contains 62225 members 
Mstep: Class 17 contains 4241 members 
Mstep: Class 18 contains 33019 members 
Mstep: Class 19 contains 159913 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144396 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324640.000000 Penalty: 83749.968750
Iteration 193Q: 25 clusters Score -1.613246e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146627 members 
Mstep: Class 3 contains 5400 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174684 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4818 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 153798 members 
Mstep: Class 11 contains 69963 members 
Mstep: Class 12 contains 163081 members 
Mstep: Class 13 contains 8731 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 144790 members 
Mstep: Class 16 contains 62171 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 18 contains 33086 members 
Mstep: Class 19 contains 159841 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144444 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324544.000000 Penalty: 83749.968750
Iteration 194Q: 25 clusters Score -1.613245e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146627 members 
Mstep: Class 3 contains 5402 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174661 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4796 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6956 members 
Mstep: Class 10 contains 153824 members 
Mstep: Class 11 contains 69981 members 
Mstep: Class 12 contains 163065 members 
Mstep: Class 13 contains 8735 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 144814 members 
Mstep: Class 16 contains 62129 members 
Mstep: Class 17 contains 4237 members 
Mstep: Class 18 contains 33140 members 
Mstep: Class 19 contains 159814 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144467 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324432.000000 Penalty: 83749.968750
Iteration 195Q: 25 clusters Score -1.613244e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146626 members 
Mstep: Class 3 contains 5405 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174645 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4777 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6942 members 
Mstep: Class 10 contains 153867 members 
Mstep: Class 11 contains 69993 members 
Mstep: Class 12 contains 163059 members 
Mstep: Class 13 contains 8737 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 144837 members 
Mstep: Class 16 contains 62082 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 18 contains 33195 members 
Mstep: Class 19 contains 159768 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144477 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324256.000000 Penalty: 83749.968750
Iteration 196Q: 25 clusters Score -1.613243e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146652 members 
Mstep: Class 3 contains 5405 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174621 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4758 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6931 members 
Mstep: Class 10 contains 153908 members 
Mstep: Class 11 contains 69996 members 
Mstep: Class 12 contains 163058 members 
Mstep: Class 13 contains 8734 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 144853 members 
Mstep: Class 16 contains 62026 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 18 contains 33259 members 
Mstep: Class 19 contains 159716 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144493 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324384.000000 Penalty: 83749.968750
Iteration 197Q: 25 clusters Score -1.613244e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146671 members 
Mstep: Class 3 contains 5408 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174577 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4741 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6922 members 
Mstep: Class 10 contains 153969 members 
Mstep: Class 11 contains 69997 members 
Mstep: Class 12 contains 163055 members 
Mstep: Class 13 contains 8734 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 144861 members 
Mstep: Class 16 contains 61975 members 
Mstep: Class 17 contains 4237 members 
Mstep: Class 18 contains 33328 members 
Mstep: Class 19 contains 159666 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144507 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324592.000000 Penalty: 83749.968750
Iteration 198Q: 25 clusters Score -1.613246e+08 nChanged 831
Entering ConstructFrom: 
Score: -161324592.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (4178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Entering Unmasked Estep 
Score: -516855.437500 Penalty: 2067.721924
	Iteration 0F: 2 clusters Score -516855.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -512846.812500 Penalty: 4135.443848
	Iteration 0F: 3 clusters Score -512846.8 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -513892.593750 Penalty: 4135.443848
	Iteration 1F: 3 clusters Score -513892.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -514280.031250 Penalty: 4135.443848
	Iteration 2F: 3 clusters Score -514280 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -514600.375000 Penalty: 4135.443848
	Iteration 3F: 3 clusters Score -514600.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -514936.000000 Penalty: 4135.443848
	Iteration 4F: 3 clusters Score -514936 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -515262.218750 Penalty: 4135.443848
	Iteration 5F: 3 clusters Score -515262.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -515546.468750 Penalty: 4135.443848
	Iteration 6F: 3 clusters Score -515546.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -515753.250000 Penalty: 4135.443848
	Iteration 7F: 3 clusters Score -515753.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -515867.250000 Penalty: 4135.443848
	Iteration 8Q: 3 clusters Score -515867.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -515944.968750 Penalty: 4135.443848
	Iteration 9Q: 3 clusters Score -515945 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -516027.343750 Penalty: 4135.443848
	Iteration 10Q: 3 clusters Score -516027.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -516106.843750 Penalty: 4135.443848
	Iteration 11Q: 3 clusters Score -516106.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -516207.000000 Penalty: 4135.443848
	Iteration 12Q: 3 clusters Score -516207 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -516309.718750 Penalty: 4135.443848
	Iteration 13Q: 3 clusters Score -516309.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -516383.937500 Penalty: 4135.443848
	Iteration 14Q: 3 clusters Score -516383.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -516441.312500 Penalty: 4135.443848
	Iteration 15Q: 3 clusters Score -516441.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -516470.781250 Penalty: 4135.443848
	Iteration 16Q: 3 clusters Score -516470.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -516485.218750 Penalty: 4135.443848
	Iteration 17Q: 3 clusters Score -516485.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -516492.218750 Penalty: 4135.443848
	Iteration 18Q: 3 clusters Score -516492.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -516495.718750 Penalty: 4135.443848
	Iteration 19Q: 3 clusters Score -516495.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -516497.750000 Penalty: 4135.443848
	Iteration 20F: 3 clusters Score -516497.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -516500.531250 Penalty: 4135.443848
	Iteration 21Q: 3 clusters Score -516500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -516500.968750 Penalty: 4135.443848
	Iteration 22Q: 3 clusters Score -516501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -516502.437500 Penalty: 4135.443848
	Iteration 23Q: 3 clusters Score -516502.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -516502.437500 Penalty: 4135.443848
	Iteration 24F: 3 clusters Score -516502.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (146697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146697 members 
Entering Unmasked Estep 
Score: -18759874.000000 Penalty: 2950.239014
	Iteration 0F: 2 clusters Score -1.875987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 73608 members 
Entering Unmasked Estep 
Score: -18664116.000000 Penalty: 5900.478027
	Iteration 0F: 3 clusters Score -1.866412e+07 nChanged 70106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -18705604.000000 Penalty: 5900.478027
	Iteration 1F: 3 clusters Score -1.87056e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 77757 members 
Entering Unmasked Estep 
Score: -18706690.000000 Penalty: 5900.478027
	Iteration 2Q: 3 clusters Score -1.870669e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 79951 members 
Entering Unmasked Estep 
Score: -18708266.000000 Penalty: 5900.478027
	Iteration 3Q: 3 clusters Score -1.870827e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63703 members 
Mstep: Class 2 contains 82994 members 
Entering Unmasked Estep 
Score: -18710656.000000 Penalty: 5900.478027
	Iteration 4Q: 3 clusters Score -1.871066e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 87108 members 
Entering Unmasked Estep 
Score: -18714040.000000 Penalty: 5900.478027
	Iteration 5Q: 3 clusters Score -1.871404e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 92185 members 
Entering Unmasked Estep 
Score: -18718870.000000 Penalty: 5900.478027
	Iteration 6F: 3 clusters Score -1.871887e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 98055 members 
Entering Unmasked Estep 
Score: -18724720.000000 Penalty: 5900.478027
	Iteration 7F: 3 clusters Score -1.872472e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 104040 members 
Entering Unmasked Estep 
Score: -18731138.000000 Penalty: 5900.478027
	Iteration 8F: 3 clusters Score -1.873114e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 109239 members 
Entering Unmasked Estep 
Score: -18736502.000000 Penalty: 5900.478027
	Iteration 9F: 3 clusters Score -1.87365e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 113223 members 
Entering Unmasked Estep 
Score: -18740604.000000 Penalty: 5900.478027
	Iteration 10Q: 3 clusters Score -1.87406e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 116323 members 
Entering Unmasked Estep 
Score: -18743190.000000 Penalty: 5900.478027
	Iteration 11Q: 3 clusters Score -1.874319e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 118865 members 
Entering Unmasked Estep 
Score: -18745016.000000 Penalty: 5900.478027
	Iteration 12Q: 3 clusters Score -1.874502e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 121152 members 
Entering Unmasked Estep 
Score: -18746176.000000 Penalty: 5900.478027
	Iteration 13Q: 3 clusters Score -1.874618e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 123335 members 
Entering Unmasked Estep 
Score: -18747336.000000 Penalty: 5900.478027
	Iteration 14Q: 3 clusters Score -1.874734e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 125542 members 
Entering Unmasked Estep 
Score: -18748386.000000 Penalty: 5900.478027
	Iteration 15Q: 3 clusters Score -1.874839e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 127694 members 
Entering Unmasked Estep 
Score: -18749400.000000 Penalty: 5900.478027
	Iteration 16Q: 3 clusters Score -1.87494e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 129772 members 
Entering Unmasked Estep 
Score: -18750462.000000 Penalty: 5900.478027
	Iteration 17Q: 3 clusters Score -1.875046e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 131727 members 
Entering Unmasked Estep 
Score: -18751684.000000 Penalty: 5900.478027
	Iteration 18Q: 3 clusters Score -1.875168e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 133510 members 
Entering Unmasked Estep 
Score: -18752816.000000 Penalty: 5900.478027
	Iteration 19Q: 3 clusters Score -1.875282e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 135053 members 
Entering Unmasked Estep 
Score: -18753838.000000 Penalty: 5900.478027
	Iteration 20F: 3 clusters Score -1.875384e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 136317 members 
Entering Unmasked Estep 
Score: -18754602.000000 Penalty: 5900.478027
	Iteration 21Q: 3 clusters Score -1.87546e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 137348 members 
Entering Unmasked Estep 
Score: -18755148.000000 Penalty: 5900.478027
	Iteration 22Q: 3 clusters Score -1.875515e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 138210 members 
Entering Unmasked Estep 
Score: -18755612.000000 Penalty: 5900.478027
	Iteration 23Q: 3 clusters Score -1.875561e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 138918 members 
Entering Unmasked Estep 
Score: -18755928.000000 Penalty: 5900.478027
	Iteration 24Q: 3 clusters Score -1.875593e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 139539 members 
Entering Unmasked Estep 
Score: -18756140.000000 Penalty: 5900.478027
	Iteration 25Q: 3 clusters Score -1.875614e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 140119 members 
Entering Unmasked Estep 
Score: -18756298.000000 Penalty: 5900.478027
	Iteration 26Q: 3 clusters Score -1.87563e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 140638 members 
Entering Unmasked Estep 
Score: -18756462.000000 Penalty: 5900.478027
	Iteration 27Q: 3 clusters Score -1.875646e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 141093 members 
Entering Unmasked Estep 
Score: -18756614.000000 Penalty: 5900.478027
	Iteration 28Q: 3 clusters Score -1.875661e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 141475 members 
Entering Unmasked Estep 
Score: -18756686.000000 Penalty: 5900.478027
	Iteration 29Q: 3 clusters Score -1.875669e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 141826 members 
Entering Unmasked Estep 
Score: -18756740.000000 Penalty: 5900.478027
	Iteration 30Q: 3 clusters Score -1.875674e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 142127 members 
Entering Unmasked Estep 
Score: -18756792.000000 Penalty: 5900.478027
	Iteration 31Q: 3 clusters Score -1.875679e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 142394 members 
Entering Unmasked Estep 
Score: -18756912.000000 Penalty: 5900.478027
	Iteration 32Q: 3 clusters Score -1.875691e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 142649 members 
Entering Unmasked Estep 
Score: -18756988.000000 Penalty: 5900.478027
	Iteration 33Q: 3 clusters Score -1.875699e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 142839 members 
Entering Unmasked Estep 
Score: -18757074.000000 Penalty: 5900.478027
	Iteration 34Q: 3 clusters Score -1.875707e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 142996 members 
Entering Unmasked Estep 
Score: -18757094.000000 Penalty: 5900.478027
	Iteration 35Q: 3 clusters Score -1.875709e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 143131 members 
Entering Unmasked Estep 
Score: -18757124.000000 Penalty: 5900.478027
	Iteration 36Q: 3 clusters Score -1.875712e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 143256 members 
Entering Unmasked Estep 
Score: -18757166.000000 Penalty: 5900.478027
	Iteration 37Q: 3 clusters Score -1.875717e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 143376 members 
Entering Unmasked Estep 
Score: -18757202.000000 Penalty: 5900.478027
	Iteration 38Q: 3 clusters Score -1.87572e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 143473 members 
Entering Unmasked Estep 
Score: -18757246.000000 Penalty: 5900.478027
	Iteration 39Q: 3 clusters Score -1.875725e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 143566 members 
Entering Unmasked Estep 
Score: -18757284.000000 Penalty: 5900.478027
	Iteration 40F: 3 clusters Score -1.875728e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 143652 members 
Entering Unmasked Estep 
Score: -18757272.000000 Penalty: 5900.478027
	Iteration 41Q: 3 clusters Score -1.875727e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 143717 members 
Entering Unmasked Estep 
Score: -18757284.000000 Penalty: 5900.478027
	Iteration 42Q: 3 clusters Score -1.875728e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 143782 members 
Entering Unmasked Estep 
Score: -18757302.000000 Penalty: 5900.478027
	Iteration 43Q: 3 clusters Score -1.87573e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 143841 members 
Entering Unmasked Estep 
Score: -18757304.000000 Penalty: 5900.478027
	Iteration 44Q: 3 clusters Score -1.87573e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 143889 members 
Entering Unmasked Estep 
Score: -18757288.000000 Penalty: 5900.478027
	Iteration 45Q: 3 clusters Score -1.875729e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 143938 members 
Entering Unmasked Estep 
Score: -18757324.000000 Penalty: 5900.478027
	Iteration 46Q: 3 clusters Score -1.875732e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 143970 members 
Entering Unmasked Estep 
Score: -18757340.000000 Penalty: 5900.478027
	Iteration 47Q: 3 clusters Score -1.875734e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 144010 members 
Entering Unmasked Estep 
Score: -18757376.000000 Penalty: 5900.478027
	Iteration 48Q: 3 clusters Score -1.875738e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 144040 members 
Entering Unmasked Estep 
Score: -18757376.000000 Penalty: 5900.478027
	Iteration 49Q: 3 clusters Score -1.875738e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 144063 members 
Entering Unmasked Estep 
Score: -18757386.000000 Penalty: 5900.478027
	Iteration 50Q: 3 clusters Score -1.875739e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 144082 members 
Entering Unmasked Estep 
Score: -18757398.000000 Penalty: 5900.478027
	Iteration 51Q: 3 clusters Score -1.87574e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 144112 members 
Entering Unmasked Estep 
Score: -18757424.000000 Penalty: 5900.478027
	Iteration 52Q: 3 clusters Score -1.875742e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 144139 members 
Entering Unmasked Estep 
Score: -18757416.000000 Penalty: 5900.478027
	Iteration 53Q: 3 clusters Score -1.875742e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 144168 members 
Entering Unmasked Estep 
Score: -18757422.000000 Penalty: 5900.478027
	Iteration 54Q: 3 clusters Score -1.875742e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 144195 members 
Entering Unmasked Estep 
Score: -18757448.000000 Penalty: 5900.478027
	Iteration 55Q: 3 clusters Score -1.875745e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 144220 members 
Entering Unmasked Estep 
Score: -18757448.000000 Penalty: 5900.478027
	Iteration 56Q: 3 clusters Score -1.875745e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 144244 members 
Entering Unmasked Estep 
Score: -18757450.000000 Penalty: 5900.478027
	Iteration 57Q: 3 clusters Score -1.875745e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 144259 members 
Entering Unmasked Estep 
Score: -18757478.000000 Penalty: 5900.478027
	Iteration 58Q: 3 clusters Score -1.875748e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 144278 members 
Entering Unmasked Estep 
Score: -18757494.000000 Penalty: 5900.478027
	Iteration 59Q: 3 clusters Score -1.875749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 144290 members 
Entering Unmasked Estep 
Score: -18757492.000000 Penalty: 5900.478027
	Iteration 60F: 3 clusters Score -1.875749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 144298 members 
Entering Unmasked Estep 
Score: -18757500.000000 Penalty: 5900.478027
	Iteration 61Q: 3 clusters Score -1.87575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 144307 members 
Entering Unmasked Estep 
Score: -18757528.000000 Penalty: 5900.478027
	Iteration 62Q: 3 clusters Score -1.875753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 144317 members 
Entering Unmasked Estep 
Score: -18757522.000000 Penalty: 5900.478027
	Iteration 63Q: 3 clusters Score -1.875752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 144328 members 
Entering Unmasked Estep 
Score: -18757518.000000 Penalty: 5900.478027
	Iteration 64Q: 3 clusters Score -1.875752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 144337 members 
Entering Unmasked Estep 
Score: -18757496.000000 Penalty: 5900.478027
	Iteration 65Q: 3 clusters Score -1.87575e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 144345 members 
Entering Unmasked Estep 
Score: -18757496.000000 Penalty: 5900.478027
	Iteration 66Q: 3 clusters Score -1.87575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 144360 members 
Entering Unmasked Estep 
Score: -18757492.000000 Penalty: 5900.478027
	Iteration 67Q: 3 clusters Score -1.875749e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 144372 members 
Entering Unmasked Estep 
Score: -18757494.000000 Penalty: 5900.478027
	Iteration 68Q: 3 clusters Score -1.875749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 144384 members 
Entering Unmasked Estep 
Score: -18757486.000000 Penalty: 5900.478027
	Iteration 69Q: 3 clusters Score -1.875749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 144402 members 
Entering Unmasked Estep 
Score: -18757522.000000 Penalty: 5900.478027
	Iteration 70Q: 3 clusters Score -1.875752e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 144429 members 
Entering Unmasked Estep 
Score: -18757540.000000 Penalty: 5900.478027
	Iteration 71Q: 3 clusters Score -1.875754e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 144450 members 
Entering Unmasked Estep 
Score: -18757534.000000 Penalty: 5900.478027
	Iteration 72Q: 3 clusters Score -1.875753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 144470 members 
Entering Unmasked Estep 
Score: -18757534.000000 Penalty: 5900.478027
	Iteration 73Q: 3 clusters Score -1.875753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 144484 members 
Entering Unmasked Estep 
Score: -18757522.000000 Penalty: 5900.478027
	Iteration 74Q: 3 clusters Score -1.875752e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 144496 members 
Entering Unmasked Estep 
Score: -18757510.000000 Penalty: 5900.478027
	Iteration 75Q: 3 clusters Score -1.875751e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 144513 members 
Entering Unmasked Estep 
Score: -18757510.000000 Penalty: 5900.478027
	Iteration 76Q: 3 clusters Score -1.875751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 144522 members 
Entering Unmasked Estep 
Score: -18757524.000000 Penalty: 5900.478027
	Iteration 77Q: 3 clusters Score -1.875752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 144533 members 
Entering Unmasked Estep 
Score: -18757526.000000 Penalty: 5900.478027
	Iteration 78Q: 3 clusters Score -1.875753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 144542 members 
Entering Unmasked Estep 
Score: -18757528.000000 Penalty: 5900.478027
	Iteration 79Q: 3 clusters Score -1.875753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 144548 members 
Entering Unmasked Estep 
Score: -18757524.000000 Penalty: 5900.478027
	Iteration 80F: 3 clusters Score -1.875752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 144555 members 
Entering Unmasked Estep 
Score: -18757530.000000 Penalty: 5900.478027
	Iteration 81Q: 3 clusters Score -1.875753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 144558 members 
Entering Unmasked Estep 
Score: -18757538.000000 Penalty: 5900.478027
	Iteration 82Q: 3 clusters Score -1.875754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 144564 members 
Entering Unmasked Estep 
Score: -18757528.000000 Penalty: 5900.478027
	Iteration 83Q: 3 clusters Score -1.875753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 144571 members 
Entering Unmasked Estep 
Score: -18757534.000000 Penalty: 5900.478027
	Iteration 84Q: 3 clusters Score -1.875753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 144574 members 
Entering Unmasked Estep 
Score: -18757540.000000 Penalty: 5900.478027
	Iteration 85Q: 3 clusters Score -1.875754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 144575 members 
Entering Unmasked Estep 
Score: -18757540.000000 Penalty: 5900.478027
	Iteration 86Q: 3 clusters Score -1.875754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 144577 members 
Entering Unmasked Estep 
Score: -18757532.000000 Penalty: 5900.478027
	Iteration 87Q: 3 clusters Score -1.875753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 144578 members 
Entering Unmasked Estep 
Score: -18757538.000000 Penalty: 5900.478027
	Iteration 88Q: 3 clusters Score -1.875754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 144578 members 
Entering Unmasked Estep 
Score: -18757538.000000 Penalty: 5900.478027
	Iteration 89F: 3 clusters Score -1.875754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Entering Unmasked Estep 
Score: -686219.187500 Penalty: 2131.992432
	Iteration 0F: 2 clusters Score -686219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -681420.875000 Penalty: 4263.984863
	Iteration 0F: 3 clusters Score -681420.9 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -682586.812500 Penalty: 4263.984863
	Iteration 1F: 3 clusters Score -682586.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -682778.500000 Penalty: 4263.984863
	Iteration 2F: 3 clusters Score -682778.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -682899.937500 Penalty: 4263.984863
	Iteration 3Q: 3 clusters Score -682899.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -682972.062500 Penalty: 4263.984863
	Iteration 4Q: 3 clusters Score -682972.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -683033.312500 Penalty: 4263.984863
	Iteration 5Q: 3 clusters Score -683033.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -683088.125000 Penalty: 4263.984863
	Iteration 6Q: 3 clusters Score -683088.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -683136.312500 Penalty: 4263.984863
	Iteration 7Q: 3 clusters Score -683136.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -683176.437500 Penalty: 4263.984863
	Iteration 8Q: 3 clusters Score -683176.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -683203.062500 Penalty: 4263.984863
	Iteration 9Q: 3 clusters Score -683203.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -683225.062500 Penalty: 4263.984863
	Iteration 10Q: 3 clusters Score -683225.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -683247.125000 Penalty: 4263.984863
	Iteration 11Q: 3 clusters Score -683247.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -683271.687500 Penalty: 4263.984863
	Iteration 12Q: 3 clusters Score -683271.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -683292.937500 Penalty: 4263.984863
	Iteration 13Q: 3 clusters Score -683292.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -683319.562500 Penalty: 4263.984863
	Iteration 14Q: 3 clusters Score -683319.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -683349.562500 Penalty: 4263.984863
	Iteration 15Q: 3 clusters Score -683349.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -683379.937500 Penalty: 4263.984863
	Iteration 16Q: 3 clusters Score -683379.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -683410.937500 Penalty: 4263.984863
	Iteration 17Q: 3 clusters Score -683410.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -683436.937500 Penalty: 4263.984863
	Iteration 18Q: 3 clusters Score -683436.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -683463.500000 Penalty: 4263.984863
	Iteration 19Q: 3 clusters Score -683463.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -683495.750000 Penalty: 4263.984863
	Iteration 20F: 3 clusters Score -683495.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -683538.875000 Penalty: 4263.984863
	Iteration 21Q: 3 clusters Score -683538.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -683588.812500 Penalty: 4263.984863
	Iteration 22Q: 3 clusters Score -683588.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -683647.000000 Penalty: 4263.984863
	Iteration 23Q: 3 clusters Score -683647 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -683701.500000 Penalty: 4263.984863
	Iteration 24Q: 3 clusters Score -683701.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -683753.500000 Penalty: 4263.984863
	Iteration 25Q: 3 clusters Score -683753.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -683805.375000 Penalty: 4263.984863
	Iteration 26Q: 3 clusters Score -683805.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -683859.437500 Penalty: 4263.984863
	Iteration 27Q: 3 clusters Score -683859.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -683911.750000 Penalty: 4263.984863
	Iteration 28Q: 3 clusters Score -683911.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -683964.000000 Penalty: 4263.984863
	Iteration 29Q: 3 clusters Score -683964 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -684026.625000 Penalty: 4263.984863
	Iteration 30Q: 3 clusters Score -684026.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -684081.375000 Penalty: 4263.984863
	Iteration 31Q: 3 clusters Score -684081.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -684123.625000 Penalty: 4263.984863
	Iteration 32Q: 3 clusters Score -684123.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -684153.562500 Penalty: 4263.984863
	Iteration 33Q: 3 clusters Score -684153.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -684174.812500 Penalty: 4263.984863
	Iteration 34Q: 3 clusters Score -684174.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -684183.250000 Penalty: 4263.984863
	Iteration 35Q: 3 clusters Score -684183.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -684194.437500 Penalty: 4263.984863
	Iteration 36Q: 3 clusters Score -684194.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -684203.437500 Penalty: 4263.984863
	Iteration 37Q: 3 clusters Score -684203.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -684218.250000 Penalty: 4263.984863
	Iteration 38Q: 3 clusters Score -684218.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -684222.312500 Penalty: 4263.984863
	Iteration 39Q: 3 clusters Score -684222.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -684229.562500 Penalty: 4263.984863
	Iteration 40F: 3 clusters Score -684229.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -684236.812500 Penalty: 4263.984863
	Iteration 41Q: 3 clusters Score -684236.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -684248.625000 Penalty: 4263.984863
	Iteration 42Q: 3 clusters Score -684248.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -684252.687500 Penalty: 4263.984863
	Iteration 43Q: 3 clusters Score -684252.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -684259.250000 Penalty: 4263.984863
	Iteration 44Q: 3 clusters Score -684259.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -684265.500000 Penalty: 4263.984863
	Iteration 45Q: 3 clusters Score -684265.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -684275.250000 Penalty: 4263.984863
	Iteration 46Q: 3 clusters Score -684275.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -684283.375000 Penalty: 4263.984863
	Iteration 47Q: 3 clusters Score -684283.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -684292.937500 Penalty: 4263.984863
	Iteration 48Q: 3 clusters Score -684292.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -684297.812500 Penalty: 4263.984863
	Iteration 49Q: 3 clusters Score -684297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -684302.625000 Penalty: 4263.984863
	Iteration 50Q: 3 clusters Score -684302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -684305.062500 Penalty: 4263.984863
	Iteration 51Q: 3 clusters Score -684305.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -684309.062500 Penalty: 4263.984863
	Iteration 52Q: 3 clusters Score -684309.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -684313.812500 Penalty: 4263.984863
	Iteration 53Q: 3 clusters Score -684313.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -684319.000000 Penalty: 4263.984863
	Iteration 54Q: 3 clusters Score -684319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -684325.937500 Penalty: 4263.984863
	Iteration 55Q: 3 clusters Score -684325.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -684329.000000 Penalty: 4263.984863
	Iteration 56Q: 3 clusters Score -684329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -684329.000000 Penalty: 4263.984863
	Iteration 57F: 3 clusters Score -684329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -25558.970703 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -25558.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24399.218750 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -24399.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24626.277344 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -24626.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24714.486328 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -24714.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24769.857422 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -24769.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24782.955078 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -24782.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24787.355469 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -24787.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24790.978516 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -24790.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24790.978516 Penalty: 2789.512695
	Iteration 7F: 3 clusters Score -24790.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (174547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174547 members 
Entering Unmasked Estep 
Score: -22210690.000000 Penalty: 2993.347412
	Iteration 0F: 2 clusters Score -2.221069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 87394 members 
Entering Unmasked Estep 
Score: -22098396.000000 Penalty: 5986.694824
	Iteration 0F: 3 clusters Score -2.20984e+07 nChanged 83712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87301 members 
Mstep: Class 2 contains 87246 members 
Entering Unmasked Estep 
Score: -22146476.000000 Penalty: 5986.694824
	Iteration 1F: 3 clusters Score -2.214648e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87128 members 
Mstep: Class 2 contains 87419 members 
Entering Unmasked Estep 
Score: -22147038.000000 Penalty: 5986.694824
	Iteration 2Q: 3 clusters Score -2.214704e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 87639 members 
Entering Unmasked Estep 
Score: -22147714.000000 Penalty: 5986.694824
	Iteration 3Q: 3 clusters Score -2.214771e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86543 members 
Mstep: Class 2 contains 88004 members 
Entering Unmasked Estep 
Score: -22148426.000000 Penalty: 5986.694824
	Iteration 4Q: 3 clusters Score -2.214843e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 88562 members 
Entering Unmasked Estep 
Score: -22149270.000000 Penalty: 5986.694824
	Iteration 5Q: 3 clusters Score -2.214927e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 89526 members 
Entering Unmasked Estep 
Score: -22150112.000000 Penalty: 5986.694824
	Iteration 6Q: 3 clusters Score -2.215011e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83495 members 
Mstep: Class 2 contains 91052 members 
Entering Unmasked Estep 
Score: -22151220.000000 Penalty: 5986.694824
	Iteration 7Q: 3 clusters Score -2.215122e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 93501 members 
Entering Unmasked Estep 
Score: -22153182.000000 Penalty: 5986.694824
	Iteration 8Q: 3 clusters Score -2.215318e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 97221 members 
Entering Unmasked Estep 
Score: -22156230.000000 Penalty: 5986.694824
	Iteration 9Q: 3 clusters Score -2.215623e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 102737 members 
Entering Unmasked Estep 
Score: -22161248.000000 Penalty: 5986.694824
	Iteration 10Q: 3 clusters Score -2.216125e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 109759 members 
Entering Unmasked Estep 
Score: -22168154.000000 Penalty: 5986.694824
	Iteration 11F: 3 clusters Score -2.216815e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Mstep: Class 2 contains 117418 members 
Entering Unmasked Estep 
Score: -22176564.000000 Penalty: 5986.694824
	Iteration 12F: 3 clusters Score -2.217656e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 124526 members 
Entering Unmasked Estep 
Score: -22183826.000000 Penalty: 5986.694824
	Iteration 13F: 3 clusters Score -2.218383e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 130403 members 
Entering Unmasked Estep 
Score: -22189114.000000 Penalty: 5986.694824
	Iteration 14Q: 3 clusters Score -2.218911e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 135403 members 
Entering Unmasked Estep 
Score: -22192970.000000 Penalty: 5986.694824
	Iteration 15Q: 3 clusters Score -2.219297e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 139901 members 
Entering Unmasked Estep 
Score: -22195640.000000 Penalty: 5986.694824
	Iteration 16Q: 3 clusters Score -2.219564e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 144081 members 
Entering Unmasked Estep 
Score: -22197858.000000 Penalty: 5986.694824
	Iteration 17Q: 3 clusters Score -2.219786e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 148149 members 
Entering Unmasked Estep 
Score: -22199876.000000 Penalty: 5986.694824
	Iteration 18Q: 3 clusters Score -2.219988e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 151993 members 
Entering Unmasked Estep 
Score: -22201682.000000 Penalty: 5986.694824
	Iteration 19Q: 3 clusters Score -2.220168e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 155596 members 
Entering Unmasked Estep 
Score: -22203212.000000 Penalty: 5986.694824
	Iteration 20F: 3 clusters Score -2.220321e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 158791 members 
Entering Unmasked Estep 
Score: -22204264.000000 Penalty: 5986.694824
	Iteration 21Q: 3 clusters Score -2.220426e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 161599 members 
Entering Unmasked Estep 
Score: -22205292.000000 Penalty: 5986.694824
	Iteration 22Q: 3 clusters Score -2.220529e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 163945 members 
Entering Unmasked Estep 
Score: -22206110.000000 Penalty: 5986.694824
	Iteration 23Q: 3 clusters Score -2.220611e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 165868 members 
Entering Unmasked Estep 
Score: -22206810.000000 Penalty: 5986.694824
	Iteration 24Q: 3 clusters Score -2.220681e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 167405 members 
Entering Unmasked Estep 
Score: -22207218.000000 Penalty: 5986.694824
	Iteration 25Q: 3 clusters Score -2.220722e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 168573 members 
Entering Unmasked Estep 
Score: -22207504.000000 Penalty: 5986.694824
	Iteration 26Q: 3 clusters Score -2.22075e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 169447 members 
Entering Unmasked Estep 
Score: -22207682.000000 Penalty: 5986.694824
	Iteration 27Q: 3 clusters Score -2.220768e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 170108 members 
Entering Unmasked Estep 
Score: -22207874.000000 Penalty: 5986.694824
	Iteration 28Q: 3 clusters Score -2.220787e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 170624 members 
Entering Unmasked Estep 
Score: -22208010.000000 Penalty: 5986.694824
	Iteration 29Q: 3 clusters Score -2.220801e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 171038 members 
Entering Unmasked Estep 
Score: -22208070.000000 Penalty: 5986.694824
	Iteration 30Q: 3 clusters Score -2.220807e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 171360 members 
Entering Unmasked Estep 
Score: -22208176.000000 Penalty: 5986.694824
	Iteration 31Q: 3 clusters Score -2.220818e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 171649 members 
Entering Unmasked Estep 
Score: -22208268.000000 Penalty: 5986.694824
	Iteration 32Q: 3 clusters Score -2.220827e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 171872 members 
Entering Unmasked Estep 
Score: -22208382.000000 Penalty: 5986.694824
	Iteration 33Q: 3 clusters Score -2.220838e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 172036 members 
Entering Unmasked Estep 
Score: -22208396.000000 Penalty: 5986.694824
	Iteration 34Q: 3 clusters Score -2.22084e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 172178 members 
Entering Unmasked Estep 
Score: -22208438.000000 Penalty: 5986.694824
	Iteration 35Q: 3 clusters Score -2.220844e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 172287 members 
Entering Unmasked Estep 
Score: -22208516.000000 Penalty: 5986.694824
	Iteration 36Q: 3 clusters Score -2.220852e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 172395 members 
Entering Unmasked Estep 
Score: -22208544.000000 Penalty: 5986.694824
	Iteration 37Q: 3 clusters Score -2.220854e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 172485 members 
Entering Unmasked Estep 
Score: -22208592.000000 Penalty: 5986.694824
	Iteration 38Q: 3 clusters Score -2.220859e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 172571 members 
Entering Unmasked Estep 
Score: -22208592.000000 Penalty: 5986.694824
	Iteration 39Q: 3 clusters Score -2.220859e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 172638 members 
Entering Unmasked Estep 
Score: -22208588.000000 Penalty: 5986.694824
	Iteration 40F: 3 clusters Score -2.220859e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 172694 members 
Entering Unmasked Estep 
Score: -22208624.000000 Penalty: 5986.694824
	Iteration 41Q: 3 clusters Score -2.220862e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 172747 members 
Entering Unmasked Estep 
Score: -22208610.000000 Penalty: 5986.694824
	Iteration 42Q: 3 clusters Score -2.220861e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 172786 members 
Entering Unmasked Estep 
Score: -22208624.000000 Penalty: 5986.694824
	Iteration 43Q: 3 clusters Score -2.220862e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 172820 members 
Entering Unmasked Estep 
Score: -22208640.000000 Penalty: 5986.694824
	Iteration 44Q: 3 clusters Score -2.220864e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 172843 members 
Entering Unmasked Estep 
Score: -22208646.000000 Penalty: 5986.694824
	Iteration 45Q: 3 clusters Score -2.220865e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 172859 members 
Entering Unmasked Estep 
Score: -22208654.000000 Penalty: 5986.694824
	Iteration 46Q: 3 clusters Score -2.220865e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 172877 members 
Entering Unmasked Estep 
Score: -22208648.000000 Penalty: 5986.694824
	Iteration 47Q: 3 clusters Score -2.220865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 172885 members 
Entering Unmasked Estep 
Score: -22208644.000000 Penalty: 5986.694824
	Iteration 48Q: 3 clusters Score -2.220864e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 172896 members 
Entering Unmasked Estep 
Score: -22208658.000000 Penalty: 5986.694824
	Iteration 49Q: 3 clusters Score -2.220866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 172903 members 
Entering Unmasked Estep 
Score: -22208660.000000 Penalty: 5986.694824
	Iteration 50Q: 3 clusters Score -2.220866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 172904 members 
Entering Unmasked Estep 
Score: -22208660.000000 Penalty: 5986.694824
	Iteration 51Q: 3 clusters Score -2.220866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 172909 members 
Entering Unmasked Estep 
Score: -22208664.000000 Penalty: 5986.694824
	Iteration 52Q: 3 clusters Score -2.220866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 172915 members 
Entering Unmasked Estep 
Score: -22208654.000000 Penalty: 5986.694824
	Iteration 53Q: 3 clusters Score -2.220865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 172918 members 
Entering Unmasked Estep 
Score: -22208660.000000 Penalty: 5986.694824
	Iteration 54Q: 3 clusters Score -2.220866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 172922 members 
Entering Unmasked Estep 
Score: -22208670.000000 Penalty: 5986.694824
	Iteration 55Q: 3 clusters Score -2.220867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 172924 members 
Entering Unmasked Estep 
Score: -22208674.000000 Penalty: 5986.694824
	Iteration 56Q: 3 clusters Score -2.220867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 172928 members 
Entering Unmasked Estep 
Score: -22208668.000000 Penalty: 5986.694824
	Iteration 57Q: 3 clusters Score -2.220867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 172930 members 
Entering Unmasked Estep 
Score: -22208678.000000 Penalty: 5986.694824
	Iteration 58Q: 3 clusters Score -2.220868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 172934 members 
Entering Unmasked Estep 
Score: -22208674.000000 Penalty: 5986.694824
	Iteration 59Q: 3 clusters Score -2.220867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 172937 members 
Entering Unmasked Estep 
Score: -22208678.000000 Penalty: 5986.694824
	Iteration 60F: 3 clusters Score -2.220868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 172937 members 
Entering Unmasked Estep 
Score: -22208682.000000 Penalty: 5986.694824
	Iteration 61Q: 3 clusters Score -2.220868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 172938 members 
Entering Unmasked Estep 
Score: -22208682.000000 Penalty: 5986.694824
	Iteration 62Q: 3 clusters Score -2.220868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 172939 members 
Entering Unmasked Estep 
Score: -22208682.000000 Penalty: 5986.694824
	Iteration 63Q: 3 clusters Score -2.220868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 172939 members 
Entering Unmasked Estep 
Score: -22208682.000000 Penalty: 5986.694824
	Iteration 64F: 3 clusters Score -2.220868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -39970.726562 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -39970.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38618.816406 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -38618.82 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38837.003906 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -38837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38943.636719 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -38943.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39031.808594 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -39031.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39151.402344 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -39151.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39312.281250 Penalty: 2965.527344
	Iteration 5F: 3 clusters Score -39312.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39422.316406 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -39422.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39490.394531 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -39490.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39533.828125 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -39533.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39585.343750 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -39585.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39630.687500 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -39630.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39693.257812 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -39693.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -39808.289062 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -39808.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39929.578125 Penalty: 2965.527344
	Iteration 13Q: 3 clusters Score -39929.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40014.175781 Penalty: 2965.527344
	Iteration 14Q: 3 clusters Score -40014.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40019.765625 Penalty: 2965.527344
	Iteration 15Q: 3 clusters Score -40019.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40019.765625 Penalty: 2965.527344
	Iteration 16F: 3 clusters Score -40019.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146697 members 
Mstep: Class 3 contains 5414 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174547 members 
Mstep: Class 6 contains 123 members 
Mstep: Class 7 contains 4719 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6909 members 
Mstep: Class 10 contains 153970 members 
Mstep: Class 11 contains 70003 members 
Mstep: Class 12 contains 163066 members 
Mstep: Class 13 contains 8733 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 144890 members 
Mstep: Class 16 contains 61926 members 
Mstep: Class 17 contains 4239 members 
Mstep: Class 18 contains 33388 members 
Mstep: Class 19 contains 159619 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144528 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Mstep: Class 25 contains 272 members 
Entering Unmasked Estep 
Score: -161322384.000000 Penalty: 87239.546875
Splitting cluster 6 changes total score from -161324592.000000 to -161322384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (4719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Entering Unmasked Estep 
Score: -566200.750000 Penalty: 2097.919434
	Iteration 0F: 2 clusters Score -566200.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -561889.125000 Penalty: 4195.838867
	Iteration 0F: 3 clusters Score -561889.1 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -562931.062500 Penalty: 4195.838867
	Iteration 1F: 3 clusters Score -562931.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -563206.000000 Penalty: 4195.838867
	Iteration 2F: 3 clusters Score -563206 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -563441.562500 Penalty: 4195.838867
	Iteration 3F: 3 clusters Score -563441.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -563709.500000 Penalty: 4195.838867
	Iteration 4F: 3 clusters Score -563709.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -563975.000000 Penalty: 4195.838867
	Iteration 5F: 3 clusters Score -563975 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -564218.250000 Penalty: 4195.838867
	Iteration 6F: 3 clusters Score -564218.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -564411.500000 Penalty: 4195.838867
	Iteration 7F: 3 clusters Score -564411.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -564558.937500 Penalty: 4195.838867
	Iteration 8Q: 3 clusters Score -564558.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -564666.187500 Penalty: 4195.838867
	Iteration 9Q: 3 clusters Score -564666.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -564751.750000 Penalty: 4195.838867
	Iteration 10Q: 3 clusters Score -564751.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -564801.562500 Penalty: 4195.838867
	Iteration 11Q: 3 clusters Score -564801.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -564840.250000 Penalty: 4195.838867
	Iteration 12Q: 3 clusters Score -564840.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -564858.125000 Penalty: 4195.838867
	Iteration 13Q: 3 clusters Score -564858.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -564872.312500 Penalty: 4195.838867
	Iteration 14Q: 3 clusters Score -564872.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -564889.437500 Penalty: 4195.838867
	Iteration 15Q: 3 clusters Score -564889.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -564905.187500 Penalty: 4195.838867
	Iteration 16Q: 3 clusters Score -564905.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -564918.687500 Penalty: 4195.838867
	Iteration 17Q: 3 clusters Score -564918.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -564930.875000 Penalty: 4195.838867
	Iteration 18Q: 3 clusters Score -564930.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -564938.250000 Penalty: 4195.838867
	Iteration 19Q: 3 clusters Score -564938.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -564943.437500 Penalty: 4195.838867
	Iteration 20F: 3 clusters Score -564943.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -564950.187500 Penalty: 4195.838867
	Iteration 21Q: 3 clusters Score -564950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -564949.562500 Penalty: 4195.838867
	Iteration 22Q: 3 clusters Score -564949.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -564949.562500 Penalty: 4195.838867
	Iteration 23F: 3 clusters Score -564949.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -48683.855469 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -48683.86 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 233 members 
Entering Unmasked Estep 
Score: -47213.980469 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -47213.98 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47501.222656 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -47501.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47693.546875 Penalty: 3042.165527
	Iteration 2F: 3 clusters Score -47693.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47783.867188 Penalty: 3042.165527
	Iteration 3Q: 3 clusters Score -47783.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47915.039062 Penalty: 3042.165527
	Iteration 4Q: 3 clusters Score -47915.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48202.304688 Penalty: 3042.165527
	Iteration 5Q: 3 clusters Score -48202.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48285.835938 Penalty: 3042.165527
	Iteration 6Q: 3 clusters Score -48285.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48347.335938 Penalty: 3042.165527
	Iteration 7Q: 3 clusters Score -48347.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48380.972656 Penalty: 3042.165527
	Iteration 8Q: 3 clusters Score -48380.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48390.988281 Penalty: 3042.165527
	Iteration 9Q: 3 clusters Score -48390.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -48395.222656 Penalty: 3042.165527
	Iteration 10Q: 3 clusters Score -48395.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48404.878906 Penalty: 3042.165527
	Iteration 11Q: 3 clusters Score -48404.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48419.839844 Penalty: 3042.165527
	Iteration 12Q: 3 clusters Score -48419.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48428.625000 Penalty: 3042.165527
	Iteration 13Q: 3 clusters Score -48428.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -48446.917969 Penalty: 3042.165527
	Iteration 14Q: 3 clusters Score -48446.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -48460.621094 Penalty: 3042.165527
	Iteration 15Q: 3 clusters Score -48460.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -48460.621094 Penalty: 3042.165527
	Iteration 16F: 3 clusters Score -48460.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Entering Unmasked Estep 
Score: -875947.000000 Penalty: 2192.463867
	Iteration 0F: 2 clusters Score -875947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -870169.187500 Penalty: 4384.927734
	Iteration 0F: 3 clusters Score -870169.2 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -871734.937500 Penalty: 4384.927734
	Iteration 1F: 3 clusters Score -871734.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -872007.937500 Penalty: 4384.927734
	Iteration 2F: 3 clusters Score -872007.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -872242.625000 Penalty: 4384.927734
	Iteration 3F: 3 clusters Score -872242.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -872464.562500 Penalty: 4384.927734
	Iteration 4Q: 3 clusters Score -872464.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -872652.875000 Penalty: 4384.927734
	Iteration 5Q: 3 clusters Score -872652.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -872829.375000 Penalty: 4384.927734
	Iteration 6Q: 3 clusters Score -872829.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -873015.875000 Penalty: 4384.927734
	Iteration 7Q: 3 clusters Score -873015.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -873230.437500 Penalty: 4384.927734
	Iteration 8Q: 3 clusters Score -873230.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -873455.125000 Penalty: 4384.927734
	Iteration 9Q: 3 clusters Score -873455.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -873651.062500 Penalty: 4384.927734
	Iteration 10Q: 3 clusters Score -873651.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -873851.812500 Penalty: 4384.927734
	Iteration 11Q: 3 clusters Score -873851.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -874010.562500 Penalty: 4384.927734
	Iteration 12Q: 3 clusters Score -874010.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -874131.187500 Penalty: 4384.927734
	Iteration 13Q: 3 clusters Score -874131.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -874228.687500 Penalty: 4384.927734
	Iteration 14Q: 3 clusters Score -874228.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -874322.562500 Penalty: 4384.927734
	Iteration 15Q: 3 clusters Score -874322.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -874398.687500 Penalty: 4384.927734
	Iteration 16Q: 3 clusters Score -874398.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -874445.437500 Penalty: 4384.927734
	Iteration 17Q: 3 clusters Score -874445.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -874469.625000 Penalty: 4384.927734
	Iteration 18Q: 3 clusters Score -874469.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -874491.937500 Penalty: 4384.927734
	Iteration 19Q: 3 clusters Score -874491.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -874507.750000 Penalty: 4384.927734
	Iteration 20F: 3 clusters Score -874507.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -874520.500000 Penalty: 4384.927734
	Iteration 21Q: 3 clusters Score -874520.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -874528.625000 Penalty: 4384.927734
	Iteration 22Q: 3 clusters Score -874528.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -874536.375000 Penalty: 4384.927734
	Iteration 23Q: 3 clusters Score -874536.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -874546.375000 Penalty: 4384.927734
	Iteration 24Q: 3 clusters Score -874546.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -874555.062500 Penalty: 4384.927734
	Iteration 25Q: 3 clusters Score -874555.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -874560.375000 Penalty: 4384.927734
	Iteration 26Q: 3 clusters Score -874560.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -874566.250000 Penalty: 4384.927734
	Iteration 27Q: 3 clusters Score -874566.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -874569.250000 Penalty: 4384.927734
	Iteration 28Q: 3 clusters Score -874569.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -874572.000000 Penalty: 4384.927734
	Iteration 29Q: 3 clusters Score -874572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -874576.062500 Penalty: 4384.927734
	Iteration 30Q: 3 clusters Score -874576.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -874579.125000 Penalty: 4384.927734
	Iteration 31Q: 3 clusters Score -874579.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -874582.250000 Penalty: 4384.927734
	Iteration 32Q: 3 clusters Score -874582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -874581.750000 Penalty: 4384.927734
	Iteration 33Q: 3 clusters Score -874581.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -874583.687500 Penalty: 4384.927734
	Iteration 34Q: 3 clusters Score -874583.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -874589.125000 Penalty: 4384.927734
	Iteration 35Q: 3 clusters Score -874589.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -874592.750000 Penalty: 4384.927734
	Iteration 36Q: 3 clusters Score -874592.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -874592.437500 Penalty: 4384.927734
	Iteration 37Q: 3 clusters Score -874592.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -874592.687500 Penalty: 4384.927734
	Iteration 38Q: 3 clusters Score -874592.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -874592.687500 Penalty: 4384.927734
	Iteration 39F: 3 clusters Score -874592.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (153970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153970 members 
Entering Unmasked Estep 
Score: -19758778.000000 Penalty: 2962.239258
	Iteration 0F: 2 clusters Score -1.975878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77018 members 
Mstep: Class 2 contains 76952 members 
Entering Unmasked Estep 
Score: -19657326.000000 Penalty: 5924.478516
	Iteration 0F: 3 clusters Score -1.965733e+07 nChanged 73911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78411 members 
Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -19700924.000000 Penalty: 5924.478516
	Iteration 1F: 3 clusters Score -1.970092e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 74671 members 
Entering Unmasked Estep 
Score: -19702084.000000 Penalty: 5924.478516
	Iteration 2Q: 3 clusters Score -1.970208e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -19703912.000000 Penalty: 5924.478516
	Iteration 3Q: 3 clusters Score -1.970391e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -19706478.000000 Penalty: 5924.478516
	Iteration 4Q: 3 clusters Score -1.970648e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86436 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -19710410.000000 Penalty: 5924.478516
	Iteration 5F: 3 clusters Score -1.971041e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91057 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -19716246.000000 Penalty: 5924.478516
	Iteration 6F: 3 clusters Score -1.971625e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96511 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -19724016.000000 Penalty: 5924.478516
	Iteration 7F: 3 clusters Score -1.972402e+07 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101702 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -19732568.000000 Penalty: 5924.478516
	Iteration 8F: 3 clusters Score -1.973257e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105636 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -19738864.000000 Penalty: 5924.478516
	Iteration 9F: 3 clusters Score -1.973886e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108376 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -19741920.000000 Penalty: 5924.478516
	Iteration 10Q: 3 clusters Score -1.974192e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110660 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -19743560.000000 Penalty: 5924.478516
	Iteration 11Q: 3 clusters Score -1.974356e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112745 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -19744540.000000 Penalty: 5924.478516
	Iteration 12Q: 3 clusters Score -1.974454e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114717 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -19745432.000000 Penalty: 5924.478516
	Iteration 13Q: 3 clusters Score -1.974543e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116669 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -19746162.000000 Penalty: 5924.478516
	Iteration 14Q: 3 clusters Score -1.974616e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118578 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -19746962.000000 Penalty: 5924.478516
	Iteration 15Q: 3 clusters Score -1.974696e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120466 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -19747628.000000 Penalty: 5924.478516
	Iteration 16Q: 3 clusters Score -1.974763e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122277 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -19748300.000000 Penalty: 5924.478516
	Iteration 17Q: 3 clusters Score -1.97483e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124004 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -19748850.000000 Penalty: 5924.478516
	Iteration 18Q: 3 clusters Score -1.974885e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125628 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -19749408.000000 Penalty: 5924.478516
	Iteration 19Q: 3 clusters Score -1.974941e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127275 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -19749972.000000 Penalty: 5924.478516
	Iteration 20F: 3 clusters Score -1.974997e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128936 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -19750412.000000 Penalty: 5924.478516
	Iteration 21Q: 3 clusters Score -1.975041e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130605 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -19750954.000000 Penalty: 5924.478516
	Iteration 22Q: 3 clusters Score -1.975095e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132288 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -19751492.000000 Penalty: 5924.478516
	Iteration 23Q: 3 clusters Score -1.975149e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133913 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -19751970.000000 Penalty: 5924.478516
	Iteration 24Q: 3 clusters Score -1.975197e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135484 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -19752496.000000 Penalty: 5924.478516
	Iteration 25Q: 3 clusters Score -1.97525e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137026 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -19753028.000000 Penalty: 5924.478516
	Iteration 26Q: 3 clusters Score -1.975303e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138545 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -19753494.000000 Penalty: 5924.478516
	Iteration 27Q: 3 clusters Score -1.975349e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140050 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -19754002.000000 Penalty: 5924.478516
	Iteration 28Q: 3 clusters Score -1.9754e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141459 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -19754424.000000 Penalty: 5924.478516
	Iteration 29Q: 3 clusters Score -1.975442e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142748 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -19754846.000000 Penalty: 5924.478516
	Iteration 30Q: 3 clusters Score -1.975485e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143905 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -19755168.000000 Penalty: 5924.478516
	Iteration 31Q: 3 clusters Score -1.975517e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144956 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -19755480.000000 Penalty: 5924.478516
	Iteration 32Q: 3 clusters Score -1.975548e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145931 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -19755700.000000 Penalty: 5924.478516
	Iteration 33Q: 3 clusters Score -1.97557e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146841 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -19755962.000000 Penalty: 5924.478516
	Iteration 34Q: 3 clusters Score -1.975596e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147654 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -19756148.000000 Penalty: 5924.478516
	Iteration 35Q: 3 clusters Score -1.975615e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148434 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -19756210.000000 Penalty: 5924.478516
	Iteration 36Q: 3 clusters Score -1.975621e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149143 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -19756396.000000 Penalty: 5924.478516
	Iteration 37Q: 3 clusters Score -1.97564e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149763 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -19756482.000000 Penalty: 5924.478516
	Iteration 38Q: 3 clusters Score -1.975648e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150296 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -19756628.000000 Penalty: 5924.478516
	Iteration 39Q: 3 clusters Score -1.975663e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150717 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -19756684.000000 Penalty: 5924.478516
	Iteration 40F: 3 clusters Score -1.975668e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151085 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -19756616.000000 Penalty: 5924.478516
	Iteration 41Q: 3 clusters Score -1.975662e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151362 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -19756610.000000 Penalty: 5924.478516
	Iteration 42Q: 3 clusters Score -1.975661e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151592 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -19756580.000000 Penalty: 5924.478516
	Iteration 43Q: 3 clusters Score -1.975658e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151772 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -19756556.000000 Penalty: 5924.478516
	Iteration 44Q: 3 clusters Score -1.975656e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151915 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -19756582.000000 Penalty: 5924.478516
	Iteration 45Q: 3 clusters Score -1.975658e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152059 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -19756608.000000 Penalty: 5924.478516
	Iteration 46Q: 3 clusters Score -1.975661e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152196 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -19756606.000000 Penalty: 5924.478516
	Iteration 47Q: 3 clusters Score -1.975661e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152316 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -19756590.000000 Penalty: 5924.478516
	Iteration 48Q: 3 clusters Score -1.975659e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152417 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -19756536.000000 Penalty: 5924.478516
	Iteration 49Q: 3 clusters Score -1.975654e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152494 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -19756526.000000 Penalty: 5924.478516
	Iteration 50Q: 3 clusters Score -1.975653e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152576 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -19756562.000000 Penalty: 5924.478516
	Iteration 51Q: 3 clusters Score -1.975656e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152646 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -19756556.000000 Penalty: 5924.478516
	Iteration 52Q: 3 clusters Score -1.975656e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152710 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -19756598.000000 Penalty: 5924.478516
	Iteration 53Q: 3 clusters Score -1.97566e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152771 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -19756584.000000 Penalty: 5924.478516
	Iteration 54Q: 3 clusters Score -1.975658e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152819 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -19756608.000000 Penalty: 5924.478516
	Iteration 55Q: 3 clusters Score -1.975661e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152867 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -19756604.000000 Penalty: 5924.478516
	Iteration 56Q: 3 clusters Score -1.97566e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152909 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -19756608.000000 Penalty: 5924.478516
	Iteration 57Q: 3 clusters Score -1.975661e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152946 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -19756620.000000 Penalty: 5924.478516
	Iteration 58Q: 3 clusters Score -1.975662e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152971 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -19756648.000000 Penalty: 5924.478516
	Iteration 59Q: 3 clusters Score -1.975665e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152990 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -19756648.000000 Penalty: 5924.478516
	Iteration 60F: 3 clusters Score -1.975665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153005 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -19756626.000000 Penalty: 5924.478516
	Iteration 61Q: 3 clusters Score -1.975663e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153020 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -19756630.000000 Penalty: 5924.478516
	Iteration 62Q: 3 clusters Score -1.975663e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153036 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -19756612.000000 Penalty: 5924.478516
	Iteration 63Q: 3 clusters Score -1.975661e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153052 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -19756608.000000 Penalty: 5924.478516
	Iteration 64Q: 3 clusters Score -1.975661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153066 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -19756620.000000 Penalty: 5924.478516
	Iteration 65Q: 3 clusters Score -1.975662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153081 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19756626.000000 Penalty: 5924.478516
	Iteration 66Q: 3 clusters Score -1.975663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153089 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -19756642.000000 Penalty: 5924.478516
	Iteration 67Q: 3 clusters Score -1.975664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153102 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -19756652.000000 Penalty: 5924.478516
	Iteration 68Q: 3 clusters Score -1.975665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153109 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -19756646.000000 Penalty: 5924.478516
	Iteration 69Q: 3 clusters Score -1.975665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153116 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -19756642.000000 Penalty: 5924.478516
	Iteration 70Q: 3 clusters Score -1.975664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153123 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -19756630.000000 Penalty: 5924.478516
	Iteration 71Q: 3 clusters Score -1.975663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153130 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -19756622.000000 Penalty: 5924.478516
	Iteration 72Q: 3 clusters Score -1.975662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153135 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -19756614.000000 Penalty: 5924.478516
	Iteration 73Q: 3 clusters Score -1.975661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153139 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -19756626.000000 Penalty: 5924.478516
	Iteration 74Q: 3 clusters Score -1.975663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153146 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -19756634.000000 Penalty: 5924.478516
	Iteration 75Q: 3 clusters Score -1.975663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153150 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -19756648.000000 Penalty: 5924.478516
	Iteration 76Q: 3 clusters Score -1.975665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153154 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -19756648.000000 Penalty: 5924.478516
	Iteration 77Q: 3 clusters Score -1.975665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153156 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -19756650.000000 Penalty: 5924.478516
	Iteration 78Q: 3 clusters Score -1.975665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153158 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -19756636.000000 Penalty: 5924.478516
	Iteration 79Q: 3 clusters Score -1.975664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153159 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -19756642.000000 Penalty: 5924.478516
	Iteration 80F: 3 clusters Score -1.975664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153161 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -19756646.000000 Penalty: 5924.478516
	Iteration 81Q: 3 clusters Score -1.975665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153164 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -19756624.000000 Penalty: 5924.478516
	Iteration 82Q: 3 clusters Score -1.975662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153167 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -19756624.000000 Penalty: 5924.478516
	Iteration 83Q: 3 clusters Score -1.975662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153168 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -19756632.000000 Penalty: 5924.478516
	Iteration 84Q: 3 clusters Score -1.975663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153169 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -19756634.000000 Penalty: 5924.478516
	Iteration 85Q: 3 clusters Score -1.975663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153171 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -19756622.000000 Penalty: 5924.478516
	Iteration 86Q: 3 clusters Score -1.975662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153173 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -19756622.000000 Penalty: 5924.478516
	Iteration 87Q: 3 clusters Score -1.975662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153173 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -19756622.000000 Penalty: 5924.478516
	Iteration 88F: 3 clusters Score -1.975662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Entering Unmasked Estep 
Score: -8879160.000000 Penalty: 2766.760742
	Iteration 0F: 2 clusters Score -8879160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -8832511.000000 Penalty: 5533.521484
	Iteration 0F: 3 clusters Score -8832511 nChanged 32619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -8850648.000000 Penalty: 5533.521484
	Iteration 1F: 3 clusters Score -8850648 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -8851551.000000 Penalty: 5533.521484
	Iteration 2Q: 3 clusters Score -8851551 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -8852976.000000 Penalty: 5533.521484
	Iteration 3Q: 3 clusters Score -8852976 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -8854796.000000 Penalty: 5533.521484
	Iteration 4Q: 3 clusters Score -8854796 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -8856689.000000 Penalty: 5533.521484
	Iteration 5Q: 3 clusters Score -8856689 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -8858781.000000 Penalty: 5533.521484
	Iteration 6F: 3 clusters Score -8858781 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -8860977.000000 Penalty: 5533.521484
	Iteration 7F: 3 clusters Score -8860977 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -8863335.000000 Penalty: 5533.521484
	Iteration 8F: 3 clusters Score -8863335 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -8865903.000000 Penalty: 5533.521484
	Iteration 9F: 3 clusters Score -8865903 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -8868374.000000 Penalty: 5533.521484
	Iteration 10Q: 3 clusters Score -8868374 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -8870339.000000 Penalty: 5533.521484
	Iteration 11Q: 3 clusters Score -8870339 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -8871741.000000 Penalty: 5533.521484
	Iteration 12Q: 3 clusters Score -8871741 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 59254 members 
Entering Unmasked Estep 
Score: -8872752.000000 Penalty: 5533.521484
	Iteration 13Q: 3 clusters Score -8872752 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -8873552.000000 Penalty: 5533.521484
	Iteration 14Q: 3 clusters Score -8873552 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -8874117.000000 Penalty: 5533.521484
	Iteration 15Q: 3 clusters Score -8874117 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -8874546.000000 Penalty: 5533.521484
	Iteration 16Q: 3 clusters Score -8874546 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -8874916.000000 Penalty: 5533.521484
	Iteration 17Q: 3 clusters Score -8874916 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -8875249.000000 Penalty: 5533.521484
	Iteration 18Q: 3 clusters Score -8875249 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -8875505.000000 Penalty: 5533.521484
	Iteration 19Q: 3 clusters Score -8875505 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -8875717.000000 Penalty: 5533.521484
	Iteration 20F: 3 clusters Score -8875717 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -8875887.000000 Penalty: 5533.521484
	Iteration 21Q: 3 clusters Score -8875887 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -8876057.000000 Penalty: 5533.521484
	Iteration 22Q: 3 clusters Score -8876057 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -8876163.000000 Penalty: 5533.521484
	Iteration 23Q: 3 clusters Score -8876163 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -8876247.000000 Penalty: 5533.521484
	Iteration 24Q: 3 clusters Score -8876247 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 66888 members 
Entering Unmasked Estep 
Score: -8876315.000000 Penalty: 5533.521484
	Iteration 25Q: 3 clusters Score -8876315 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -8876361.000000 Penalty: 5533.521484
	Iteration 26Q: 3 clusters Score -8876361 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -8876429.000000 Penalty: 5533.521484
	Iteration 27Q: 3 clusters Score -8876429 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -8876475.000000 Penalty: 5533.521484
	Iteration 28Q: 3 clusters Score -8876475 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -8876521.000000 Penalty: 5533.521484
	Iteration 29Q: 3 clusters Score -8876521 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
Score: -8876553.000000 Penalty: 5533.521484
	Iteration 30Q: 3 clusters Score -8876553 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -8876590.000000 Penalty: 5533.521484
	Iteration 31Q: 3 clusters Score -8876590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 67856 members 
Entering Unmasked Estep 
Score: -8876631.000000 Penalty: 5533.521484
	Iteration 32Q: 3 clusters Score -8876631 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 67945 members 
Entering Unmasked Estep 
Score: -8876659.000000 Penalty: 5533.521484
	Iteration 33Q: 3 clusters Score -8876659 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 68028 members 
Entering Unmasked Estep 
Score: -8876703.000000 Penalty: 5533.521484
	Iteration 34Q: 3 clusters Score -8876703 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 68086 members 
Entering Unmasked Estep 
Score: -8876711.000000 Penalty: 5533.521484
	Iteration 35Q: 3 clusters Score -8876711 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 68146 members 
Entering Unmasked Estep 
Score: -8876737.000000 Penalty: 5533.521484
	Iteration 36Q: 3 clusters Score -8876737 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -8876736.000000 Penalty: 5533.521484
	Iteration 37Q: 3 clusters Score -8876736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 68237 members 
Entering Unmasked Estep 
Score: -8876758.000000 Penalty: 5533.521484
	Iteration 38Q: 3 clusters Score -8876758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 68273 members 
Entering Unmasked Estep 
Score: -8876782.000000 Penalty: 5533.521484
	Iteration 39Q: 3 clusters Score -8876782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -8876797.000000 Penalty: 5533.521484
	Iteration 40F: 3 clusters Score -8876797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -8876806.000000 Penalty: 5533.521484
	Iteration 41Q: 3 clusters Score -8876806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -8876798.000000 Penalty: 5533.521484
	Iteration 42Q: 3 clusters Score -8876798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -8876809.000000 Penalty: 5533.521484
	Iteration 43Q: 3 clusters Score -8876809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -8876818.000000 Penalty: 5533.521484
	Iteration 44Q: 3 clusters Score -8876818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 68394 members 
Entering Unmasked Estep 
Score: -8876818.000000 Penalty: 5533.521484
	Iteration 45Q: 3 clusters Score -8876818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -8876830.000000 Penalty: 5533.521484
	Iteration 46Q: 3 clusters Score -8876830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -8876819.000000 Penalty: 5533.521484
	Iteration 47Q: 3 clusters Score -8876819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 68439 members 
Entering Unmasked Estep 
Score: -8876824.000000 Penalty: 5533.521484
	Iteration 48Q: 3 clusters Score -8876824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -8876820.000000 Penalty: 5533.521484
	Iteration 49Q: 3 clusters Score -8876820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 68467 members 
Entering Unmasked Estep 
Score: -8876822.000000 Penalty: 5533.521484
	Iteration 50Q: 3 clusters Score -8876822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 68485 members 
Entering Unmasked Estep 
Score: -8876827.000000 Penalty: 5533.521484
	Iteration 51Q: 3 clusters Score -8876827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 68501 members 
Entering Unmasked Estep 
Score: -8876846.000000 Penalty: 5533.521484
	Iteration 52Q: 3 clusters Score -8876846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -8876852.000000 Penalty: 5533.521484
	Iteration 53Q: 3 clusters Score -8876852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 68530 members 
Entering Unmasked Estep 
Score: -8876848.000000 Penalty: 5533.521484
	Iteration 54Q: 3 clusters Score -8876848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
Score: -8876853.000000 Penalty: 5533.521484
	Iteration 55Q: 3 clusters Score -8876853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -8876861.000000 Penalty: 5533.521484
	Iteration 56Q: 3 clusters Score -8876861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 68560 members 
Entering Unmasked Estep 
Score: -8876855.000000 Penalty: 5533.521484
	Iteration 57Q: 3 clusters Score -8876855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 68561 members 
Entering Unmasked Estep 
Score: -8876854.000000 Penalty: 5533.521484
	Iteration 58Q: 3 clusters Score -8876854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 68562 members 
Entering Unmasked Estep 
Score: -8876856.000000 Penalty: 5533.521484
	Iteration 59Q: 3 clusters Score -8876856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -8876856.000000 Penalty: 5533.521484
	Iteration 60F: 3 clusters Score -8876856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -8876854.000000 Penalty: 5533.521484
	Iteration 61Q: 3 clusters Score -8876854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
Score: -8876854.000000 Penalty: 5533.521484
	Iteration 62Q: 3 clusters Score -8876854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 68569 members 
Entering Unmasked Estep 
Score: -8876854.000000 Penalty: 5533.521484
	Iteration 63Q: 3 clusters Score -8876854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -8876860.000000 Penalty: 5533.521484
	Iteration 64Q: 3 clusters Score -8876860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 68575 members 
Entering Unmasked Estep 
Score: -8876862.000000 Penalty: 5533.521484
	Iteration 65Q: 3 clusters Score -8876862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -8876869.000000 Penalty: 5533.521484
	Iteration 66Q: 3 clusters Score -8876869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 68582 members 
Entering Unmasked Estep 
Score: -8876863.000000 Penalty: 5533.521484
	Iteration 67Q: 3 clusters Score -8876863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -8876871.000000 Penalty: 5533.521484
	Iteration 68Q: 3 clusters Score -8876871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -8876867.000000 Penalty: 5533.521484
	Iteration 69Q: 3 clusters Score -8876867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 68588 members 
Entering Unmasked Estep 
Score: -8876867.000000 Penalty: 5533.521484
	Iteration 70Q: 3 clusters Score -8876867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -8876874.000000 Penalty: 5533.521484
	Iteration 71Q: 3 clusters Score -8876874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -8876872.000000 Penalty: 5533.521484
	Iteration 72Q: 3 clusters Score -8876872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -8876872.000000 Penalty: 5533.521484
	Iteration 73F: 3 clusters Score -8876872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (163066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163066 members 
Entering Unmasked Estep 
Score: -20778030.000000 Penalty: 2976.473633
	Iteration 0F: 2 clusters Score -2.077803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81531 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -20670420.000000 Penalty: 5952.947266
	Iteration 0F: 3 clusters Score -2.067042e+07 nChanged 78055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80900 members 
Mstep: Class 2 contains 82166 members 
Entering Unmasked Estep 
Score: -20716584.000000 Penalty: 5952.947266
	Iteration 1F: 3 clusters Score -2.071658e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 82720 members 
Entering Unmasked Estep 
Score: -20717740.000000 Penalty: 5952.947266
	Iteration 2Q: 3 clusters Score -2.071774e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 83535 members 
Entering Unmasked Estep 
Score: -20719276.000000 Penalty: 5952.947266
	Iteration 3Q: 3 clusters Score -2.071928e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
Score: -20721184.000000 Penalty: 5952.947266
	Iteration 4Q: 3 clusters Score -2.072118e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 87253 members 
Entering Unmasked Estep 
Score: -20724306.000000 Penalty: 5952.947266
	Iteration 5Q: 3 clusters Score -2.072431e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 90714 members 
Entering Unmasked Estep 
Score: -20728708.000000 Penalty: 5952.947266
	Iteration 6F: 3 clusters Score -2.072871e+07 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 95489 members 
Entering Unmasked Estep 
Score: -20735590.000000 Penalty: 5952.947266
	Iteration 7F: 3 clusters Score -2.073559e+07 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 101065 members 
Entering Unmasked Estep 
Score: -20744752.000000 Penalty: 5952.947266
	Iteration 8F: 3 clusters Score -2.074475e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 106115 members 
Entering Unmasked Estep 
Score: -20752900.000000 Penalty: 5952.947266
	Iteration 9F: 3 clusters Score -2.07529e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 109898 members 
Entering Unmasked Estep 
Score: -20757716.000000 Penalty: 5952.947266
	Iteration 10F: 3 clusters Score -2.075772e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 112933 members 
Entering Unmasked Estep 
Score: -20759938.000000 Penalty: 5952.947266
	Iteration 11Q: 3 clusters Score -2.075994e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 115708 members 
Entering Unmasked Estep 
Score: -20761532.000000 Penalty: 5952.947266
	Iteration 12Q: 3 clusters Score -2.076153e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 118360 members 
Entering Unmasked Estep 
Score: -20762840.000000 Penalty: 5952.947266
	Iteration 13Q: 3 clusters Score -2.076284e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 120986 members 
Entering Unmasked Estep 
Score: -20764306.000000 Penalty: 5952.947266
	Iteration 14Q: 3 clusters Score -2.076431e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 123555 members 
Entering Unmasked Estep 
Score: -20765686.000000 Penalty: 5952.947266
	Iteration 15Q: 3 clusters Score -2.076569e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 126046 members 
Entering Unmasked Estep 
Score: -20766954.000000 Penalty: 5952.947266
	Iteration 16Q: 3 clusters Score -2.076695e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 128364 members 
Entering Unmasked Estep 
Score: -20767914.000000 Penalty: 5952.947266
	Iteration 17Q: 3 clusters Score -2.076791e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 130566 members 
Entering Unmasked Estep 
Score: -20768944.000000 Penalty: 5952.947266
	Iteration 18Q: 3 clusters Score -2.076894e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 132551 members 
Entering Unmasked Estep 
Score: -20769818.000000 Penalty: 5952.947266
	Iteration 19Q: 3 clusters Score -2.076982e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 134431 members 
Entering Unmasked Estep 
Score: -20770692.000000 Penalty: 5952.947266
	Iteration 20F: 3 clusters Score -2.077069e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 136236 members 
Entering Unmasked Estep 
Score: -20771452.000000 Penalty: 5952.947266
	Iteration 21Q: 3 clusters Score -2.077145e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 137872 members 
Entering Unmasked Estep 
Score: -20771964.000000 Penalty: 5952.947266
	Iteration 22Q: 3 clusters Score -2.077196e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 139410 members 
Entering Unmasked Estep 
Score: -20772482.000000 Penalty: 5952.947266
	Iteration 23Q: 3 clusters Score -2.077248e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 140865 members 
Entering Unmasked Estep 
Score: -20773072.000000 Penalty: 5952.947266
	Iteration 24Q: 3 clusters Score -2.077307e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 142213 members 
Entering Unmasked Estep 
Score: -20773436.000000 Penalty: 5952.947266
	Iteration 25Q: 3 clusters Score -2.077344e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 143500 members 
Entering Unmasked Estep 
Score: -20773732.000000 Penalty: 5952.947266
	Iteration 26Q: 3 clusters Score -2.077373e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 144769 members 
Entering Unmasked Estep 
Score: -20774114.000000 Penalty: 5952.947266
	Iteration 27Q: 3 clusters Score -2.077411e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 145939 members 
Entering Unmasked Estep 
Score: -20774400.000000 Penalty: 5952.947266
	Iteration 28Q: 3 clusters Score -2.07744e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 147101 members 
Entering Unmasked Estep 
Score: -20774760.000000 Penalty: 5952.947266
	Iteration 29Q: 3 clusters Score -2.077476e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 148237 members 
Entering Unmasked Estep 
Score: -20774926.000000 Penalty: 5952.947266
	Iteration 30Q: 3 clusters Score -2.077493e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 149346 members 
Entering Unmasked Estep 
Score: -20775150.000000 Penalty: 5952.947266
	Iteration 31Q: 3 clusters Score -2.077515e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 150466 members 
Entering Unmasked Estep 
Score: -20775324.000000 Penalty: 5952.947266
	Iteration 32Q: 3 clusters Score -2.077532e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 151488 members 
Entering Unmasked Estep 
Score: -20775606.000000 Penalty: 5952.947266
	Iteration 33Q: 3 clusters Score -2.077561e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 152474 members 
Entering Unmasked Estep 
Score: -20775880.000000 Penalty: 5952.947266
	Iteration 34Q: 3 clusters Score -2.077588e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 153422 members 
Entering Unmasked Estep 
Score: -20776012.000000 Penalty: 5952.947266
	Iteration 35Q: 3 clusters Score -2.077601e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 154314 members 
Entering Unmasked Estep 
Score: -20776128.000000 Penalty: 5952.947266
	Iteration 36Q: 3 clusters Score -2.077613e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 155104 members 
Entering Unmasked Estep 
Score: -20776232.000000 Penalty: 5952.947266
	Iteration 37Q: 3 clusters Score -2.077623e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 155799 members 
Entering Unmasked Estep 
Score: -20776300.000000 Penalty: 5952.947266
	Iteration 38Q: 3 clusters Score -2.07763e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 156410 members 
Entering Unmasked Estep 
Score: -20776392.000000 Penalty: 5952.947266
	Iteration 39Q: 3 clusters Score -2.077639e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 156944 members 
Entering Unmasked Estep 
Score: -20776428.000000 Penalty: 5952.947266
	Iteration 40F: 3 clusters Score -2.077643e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 157416 members 
Entering Unmasked Estep 
Score: -20776488.000000 Penalty: 5952.947266
	Iteration 41Q: 3 clusters Score -2.077649e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 157822 members 
Entering Unmasked Estep 
Score: -20776558.000000 Penalty: 5952.947266
	Iteration 42Q: 3 clusters Score -2.077656e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 158165 members 
Entering Unmasked Estep 
Score: -20776578.000000 Penalty: 5952.947266
	Iteration 43Q: 3 clusters Score -2.077658e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 158434 members 
Entering Unmasked Estep 
Score: -20776526.000000 Penalty: 5952.947266
	Iteration 44Q: 3 clusters Score -2.077653e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 158684 members 
Entering Unmasked Estep 
Score: -20776568.000000 Penalty: 5952.947266
	Iteration 45Q: 3 clusters Score -2.077657e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 158903 members 
Entering Unmasked Estep 
Score: -20776458.000000 Penalty: 5952.947266
	Iteration 46Q: 3 clusters Score -2.077646e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 159091 members 
Entering Unmasked Estep 
Score: -20776480.000000 Penalty: 5952.947266
	Iteration 47Q: 3 clusters Score -2.077648e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 159260 members 
Entering Unmasked Estep 
Score: -20776484.000000 Penalty: 5952.947266
	Iteration 48Q: 3 clusters Score -2.077648e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 159409 members 
Entering Unmasked Estep 
Score: -20776492.000000 Penalty: 5952.947266
	Iteration 49Q: 3 clusters Score -2.077649e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 159536 members 
Entering Unmasked Estep 
Score: -20776504.000000 Penalty: 5952.947266
	Iteration 50Q: 3 clusters Score -2.07765e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 159651 members 
Entering Unmasked Estep 
Score: -20776474.000000 Penalty: 5952.947266
	Iteration 51Q: 3 clusters Score -2.077647e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 159769 members 
Entering Unmasked Estep 
Score: -20776478.000000 Penalty: 5952.947266
	Iteration 52Q: 3 clusters Score -2.077648e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 159887 members 
Entering Unmasked Estep 
Score: -20776484.000000 Penalty: 5952.947266
	Iteration 53Q: 3 clusters Score -2.077648e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 159997 members 
Entering Unmasked Estep 
Score: -20776510.000000 Penalty: 5952.947266
	Iteration 54Q: 3 clusters Score -2.077651e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 160086 members 
Entering Unmasked Estep 
Score: -20776450.000000 Penalty: 5952.947266
	Iteration 55Q: 3 clusters Score -2.077645e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 160155 members 
Entering Unmasked Estep 
Score: -20776442.000000 Penalty: 5952.947266
	Iteration 56Q: 3 clusters Score -2.077644e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 160230 members 
Entering Unmasked Estep 
Score: -20776436.000000 Penalty: 5952.947266
	Iteration 57Q: 3 clusters Score -2.077644e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 160293 members 
Entering Unmasked Estep 
Score: -20776438.000000 Penalty: 5952.947266
	Iteration 58Q: 3 clusters Score -2.077644e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 160349 members 
Entering Unmasked Estep 
Score: -20776414.000000 Penalty: 5952.947266
	Iteration 59Q: 3 clusters Score -2.077641e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 160414 members 
Entering Unmasked Estep 
Score: -20776394.000000 Penalty: 5952.947266
	Iteration 60F: 3 clusters Score -2.077639e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 160478 members 
Entering Unmasked Estep 
Score: -20776374.000000 Penalty: 5952.947266
	Iteration 61Q: 3 clusters Score -2.077637e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 160541 members 
Entering Unmasked Estep 
Score: -20776384.000000 Penalty: 5952.947266
	Iteration 62Q: 3 clusters Score -2.077638e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 160582 members 
Entering Unmasked Estep 
Score: -20776372.000000 Penalty: 5952.947266
	Iteration 63Q: 3 clusters Score -2.077637e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 160624 members 
Entering Unmasked Estep 
Score: -20776398.000000 Penalty: 5952.947266
	Iteration 64Q: 3 clusters Score -2.07764e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 160663 members 
Entering Unmasked Estep 
Score: -20776378.000000 Penalty: 5952.947266
	Iteration 65Q: 3 clusters Score -2.077638e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 160695 members 
Entering Unmasked Estep 
Score: -20776366.000000 Penalty: 5952.947266
	Iteration 66Q: 3 clusters Score -2.077637e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 160727 members 
Entering Unmasked Estep 
Score: -20776368.000000 Penalty: 5952.947266
	Iteration 67Q: 3 clusters Score -2.077637e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 160748 members 
Entering Unmasked Estep 
Score: -20776360.000000 Penalty: 5952.947266
	Iteration 68Q: 3 clusters Score -2.077636e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 160774 members 
Entering Unmasked Estep 
Score: -20776374.000000 Penalty: 5952.947266
	Iteration 69Q: 3 clusters Score -2.077637e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 160796 members 
Entering Unmasked Estep 
Score: -20776376.000000 Penalty: 5952.947266
	Iteration 70Q: 3 clusters Score -2.077638e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 160818 members 
Entering Unmasked Estep 
Score: -20776372.000000 Penalty: 5952.947266
	Iteration 71Q: 3 clusters Score -2.077637e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 160840 members 
Entering Unmasked Estep 
Score: -20776354.000000 Penalty: 5952.947266
	Iteration 72Q: 3 clusters Score -2.077635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 160857 members 
Entering Unmasked Estep 
Score: -20776338.000000 Penalty: 5952.947266
	Iteration 73Q: 3 clusters Score -2.077634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 160874 members 
Entering Unmasked Estep 
Score: -20776366.000000 Penalty: 5952.947266
	Iteration 74Q: 3 clusters Score -2.077637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 160887 members 
Entering Unmasked Estep 
Score: -20776340.000000 Penalty: 5952.947266
	Iteration 75Q: 3 clusters Score -2.077634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 160896 members 
Entering Unmasked Estep 
Score: -20776350.000000 Penalty: 5952.947266
	Iteration 76Q: 3 clusters Score -2.077635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 160899 members 
Entering Unmasked Estep 
Score: -20776354.000000 Penalty: 5952.947266
	Iteration 77Q: 3 clusters Score -2.077635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 160899 members 
Entering Unmasked Estep 
Score: -20776354.000000 Penalty: 5952.947266
	Iteration 78F: 3 clusters Score -2.077635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Entering Unmasked Estep 
Score: -1063504.500000 Penalty: 2250.566406
	Iteration 0F: 2 clusters Score -1063504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1056598.750000 Penalty: 4501.132812
	Iteration 0F: 3 clusters Score -1056599 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1058664.375000 Penalty: 4501.132812
	Iteration 1F: 3 clusters Score -1058664 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1059164.875000 Penalty: 4501.132812
	Iteration 2F: 3 clusters Score -1059165 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1059541.000000 Penalty: 4501.132812
	Iteration 3F: 3 clusters Score -1059541 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1059920.000000 Penalty: 4501.132812
	Iteration 4F: 3 clusters Score -1059920 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1060260.000000 Penalty: 4501.132812
	Iteration 5F: 3 clusters Score -1060260 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1060569.250000 Penalty: 4501.132812
	Iteration 6Q: 3 clusters Score -1060569 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1060887.875000 Penalty: 4501.132812
	Iteration 7Q: 3 clusters Score -1060888 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1061231.250000 Penalty: 4501.132812
	Iteration 8Q: 3 clusters Score -1061231 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1061647.875000 Penalty: 4501.132812
	Iteration 9F: 3 clusters Score -1061648 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1062067.750000 Penalty: 4501.132812
	Iteration 10F: 3 clusters Score -1062068 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1062399.000000 Penalty: 4501.132812
	Iteration 11Q: 3 clusters Score -1062399 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1062604.125000 Penalty: 4501.132812
	Iteration 12Q: 3 clusters Score -1062604 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1062714.500000 Penalty: 4501.132812
	Iteration 13Q: 3 clusters Score -1062714 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1062780.250000 Penalty: 4501.132812
	Iteration 14Q: 3 clusters Score -1062780 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1062827.750000 Penalty: 4501.132812
	Iteration 15Q: 3 clusters Score -1062828 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1062853.000000 Penalty: 4501.132812
	Iteration 16Q: 3 clusters Score -1062853 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1062863.000000 Penalty: 4501.132812
	Iteration 17Q: 3 clusters Score -1062863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1062868.000000 Penalty: 4501.132812
	Iteration 18Q: 3 clusters Score -1062868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1062872.250000 Penalty: 4501.132812
	Iteration 19Q: 3 clusters Score -1062872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1062874.125000 Penalty: 4501.132812
	Iteration 20F: 3 clusters Score -1062874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1062876.625000 Penalty: 4501.132812
	Iteration 21Q: 3 clusters Score -1062877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1062875.750000 Penalty: 4501.132812
	Iteration 22Q: 3 clusters Score -1062876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1062877.250000 Penalty: 4501.132812
	Iteration 23Q: 3 clusters Score -1062877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1062875.500000 Penalty: 4501.132812
	Iteration 24Q: 3 clusters Score -1062876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1062879.250000 Penalty: 4501.132812
	Iteration 25Q: 3 clusters Score -1062879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1062879.875000 Penalty: 4501.132812
	Iteration 26Q: 3 clusters Score -1062880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1062882.375000 Penalty: 4501.132812
	Iteration 27Q: 3 clusters Score -1062882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1062881.875000 Penalty: 4501.132812
	Iteration 28Q: 3 clusters Score -1062882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1062881.750000 Penalty: 4501.132812
	Iteration 29Q: 3 clusters Score -1062882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1062882.875000 Penalty: 4501.132812
	Iteration 30Q: 3 clusters Score -1062883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1062882.875000 Penalty: 4501.132812
	Iteration 31F: 3 clusters Score -1062883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -137301.640625 Penalty: 1757.925415
	Iteration 0F: 2 clusters Score -137301.6 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 600 members 
Entering Unmasked Estep 
Score: -135331.328125 Penalty: 3515.850830
	Iteration 0F: 3 clusters Score -135331.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -135885.015625 Penalty: 3515.850830
	Iteration 1F: 3 clusters Score -135885 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -136055.468750 Penalty: 3515.850830
	Iteration 2F: 3 clusters Score -136055.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -136165.328125 Penalty: 3515.850830
	Iteration 3F: 3 clusters Score -136165.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -136249.109375 Penalty: 3515.850830
	Iteration 4Q: 3 clusters Score -136249.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -136316.046875 Penalty: 3515.850830
	Iteration 5Q: 3 clusters Score -136316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -136365.453125 Penalty: 3515.850830
	Iteration 6Q: 3 clusters Score -136365.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -136401.718750 Penalty: 3515.850830
	Iteration 7Q: 3 clusters Score -136401.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -136427.375000 Penalty: 3515.850830
	Iteration 8Q: 3 clusters Score -136427.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -136447.390625 Penalty: 3515.850830
	Iteration 9Q: 3 clusters Score -136447.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -136456.781250 Penalty: 3515.850830
	Iteration 10Q: 3 clusters Score -136456.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -136472.984375 Penalty: 3515.850830
	Iteration 11Q: 3 clusters Score -136473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -136484.875000 Penalty: 3515.850830
	Iteration 12Q: 3 clusters Score -136484.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -136494.875000 Penalty: 3515.850830
	Iteration 13Q: 3 clusters Score -136494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -136497.234375 Penalty: 3515.850830
	Iteration 14Q: 3 clusters Score -136497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -136497.234375 Penalty: 3515.850830
	Iteration 15F: 3 clusters Score -136497.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (144890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144890 members 
Entering Unmasked Estep 
Score: -18539426.000000 Penalty: 2947.165039
	Iteration 0F: 2 clusters Score -1.853943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72249 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -18445934.000000 Penalty: 5894.330078
	Iteration 0F: 3 clusters Score -1.844593e+07 nChanged 69265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 75496 members 
Entering Unmasked Estep 
Score: -18485846.000000 Penalty: 5894.330078
	Iteration 1F: 3 clusters Score -1.848585e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -18486880.000000 Penalty: 5894.330078
	Iteration 2Q: 3 clusters Score -1.848688e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 80719 members 
Entering Unmasked Estep 
Score: -18488466.000000 Penalty: 5894.330078
	Iteration 3Q: 3 clusters Score -1.848847e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 85253 members 
Entering Unmasked Estep 
Score: -18490664.000000 Penalty: 5894.330078
	Iteration 4Q: 3 clusters Score -1.849066e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 91577 members 
Entering Unmasked Estep 
Score: -18494488.000000 Penalty: 5894.330078
	Iteration 5F: 3 clusters Score -1.849449e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 99583 members 
Entering Unmasked Estep 
Score: -18500436.000000 Penalty: 5894.330078
	Iteration 6F: 3 clusters Score -1.850044e+07 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 108477 members 
Entering Unmasked Estep 
Score: -18508756.000000 Penalty: 5894.330078
	Iteration 7F: 3 clusters Score -1.850876e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 116095 members 
Entering Unmasked Estep 
Score: -18517242.000000 Penalty: 5894.330078
	Iteration 8F: 3 clusters Score -1.851724e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 120877 members 
Entering Unmasked Estep 
Score: -18523528.000000 Penalty: 5894.330078
	Iteration 9Q: 3 clusters Score -1.852353e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 123376 members 
Entering Unmasked Estep 
Score: -18527050.000000 Penalty: 5894.330078
	Iteration 10Q: 3 clusters Score -1.852705e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 124787 members 
Entering Unmasked Estep 
Score: -18528924.000000 Penalty: 5894.330078
	Iteration 11Q: 3 clusters Score -1.852892e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 125894 members 
Entering Unmasked Estep 
Score: -18529898.000000 Penalty: 5894.330078
	Iteration 12Q: 3 clusters Score -1.85299e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 126847 members 
Entering Unmasked Estep 
Score: -18530642.000000 Penalty: 5894.330078
	Iteration 13Q: 3 clusters Score -1.853064e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 127721 members 
Entering Unmasked Estep 
Score: -18531214.000000 Penalty: 5894.330078
	Iteration 14Q: 3 clusters Score -1.853121e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 128548 members 
Entering Unmasked Estep 
Score: -18531638.000000 Penalty: 5894.330078
	Iteration 15Q: 3 clusters Score -1.853164e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 129272 members 
Entering Unmasked Estep 
Score: -18532086.000000 Penalty: 5894.330078
	Iteration 16Q: 3 clusters Score -1.853209e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 129957 members 
Entering Unmasked Estep 
Score: -18532398.000000 Penalty: 5894.330078
	Iteration 17Q: 3 clusters Score -1.85324e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 130610 members 
Entering Unmasked Estep 
Score: -18532708.000000 Penalty: 5894.330078
	Iteration 18Q: 3 clusters Score -1.853271e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 131274 members 
Entering Unmasked Estep 
Score: -18533064.000000 Penalty: 5894.330078
	Iteration 19Q: 3 clusters Score -1.853306e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 131940 members 
Entering Unmasked Estep 
Score: -18533380.000000 Penalty: 5894.330078
	Iteration 20F: 3 clusters Score -1.853338e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 132538 members 
Entering Unmasked Estep 
Score: -18533720.000000 Penalty: 5894.330078
	Iteration 21Q: 3 clusters Score -1.853372e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 133137 members 
Entering Unmasked Estep 
Score: -18534068.000000 Penalty: 5894.330078
	Iteration 22Q: 3 clusters Score -1.853407e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 133720 members 
Entering Unmasked Estep 
Score: -18534352.000000 Penalty: 5894.330078
	Iteration 23Q: 3 clusters Score -1.853435e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 134265 members 
Entering Unmasked Estep 
Score: -18534570.000000 Penalty: 5894.330078
	Iteration 24Q: 3 clusters Score -1.853457e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 134816 members 
Entering Unmasked Estep 
Score: -18534770.000000 Penalty: 5894.330078
	Iteration 25Q: 3 clusters Score -1.853477e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 135328 members 
Entering Unmasked Estep 
Score: -18535020.000000 Penalty: 5894.330078
	Iteration 26Q: 3 clusters Score -1.853502e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 135764 members 
Entering Unmasked Estep 
Score: -18535140.000000 Penalty: 5894.330078
	Iteration 27Q: 3 clusters Score -1.853514e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 136207 members 
Entering Unmasked Estep 
Score: -18535358.000000 Penalty: 5894.330078
	Iteration 28Q: 3 clusters Score -1.853536e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 136598 members 
Entering Unmasked Estep 
Score: -18535524.000000 Penalty: 5894.330078
	Iteration 29Q: 3 clusters Score -1.853552e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 136978 members 
Entering Unmasked Estep 
Score: -18535662.000000 Penalty: 5894.330078
	Iteration 30Q: 3 clusters Score -1.853566e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 137336 members 
Entering Unmasked Estep 
Score: -18535792.000000 Penalty: 5894.330078
	Iteration 31Q: 3 clusters Score -1.853579e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 137669 members 
Entering Unmasked Estep 
Score: -18535924.000000 Penalty: 5894.330078
	Iteration 32Q: 3 clusters Score -1.853592e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 137993 members 
Entering Unmasked Estep 
Score: -18535998.000000 Penalty: 5894.330078
	Iteration 33Q: 3 clusters Score -1.8536e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 138310 members 
Entering Unmasked Estep 
Score: -18536154.000000 Penalty: 5894.330078
	Iteration 34Q: 3 clusters Score -1.853615e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 138580 members 
Entering Unmasked Estep 
Score: -18536216.000000 Penalty: 5894.330078
	Iteration 35Q: 3 clusters Score -1.853622e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 138821 members 
Entering Unmasked Estep 
Score: -18536286.000000 Penalty: 5894.330078
	Iteration 36Q: 3 clusters Score -1.853629e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 139056 members 
Entering Unmasked Estep 
Score: -18536346.000000 Penalty: 5894.330078
	Iteration 37Q: 3 clusters Score -1.853635e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 139280 members 
Entering Unmasked Estep 
Score: -18536440.000000 Penalty: 5894.330078
	Iteration 38Q: 3 clusters Score -1.853644e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 139490 members 
Entering Unmasked Estep 
Score: -18536530.000000 Penalty: 5894.330078
	Iteration 39Q: 3 clusters Score -1.853653e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 139722 members 
Entering Unmasked Estep 
Score: -18536580.000000 Penalty: 5894.330078
	Iteration 40F: 3 clusters Score -1.853658e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 139909 members 
Entering Unmasked Estep 
Score: -18536636.000000 Penalty: 5894.330078
	Iteration 41Q: 3 clusters Score -1.853664e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 140098 members 
Entering Unmasked Estep 
Score: -18536626.000000 Penalty: 5894.330078
	Iteration 42Q: 3 clusters Score -1.853663e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 140292 members 
Entering Unmasked Estep 
Score: -18536698.000000 Penalty: 5894.330078
	Iteration 43Q: 3 clusters Score -1.85367e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 140464 members 
Entering Unmasked Estep 
Score: -18536764.000000 Penalty: 5894.330078
	Iteration 44Q: 3 clusters Score -1.853676e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 140631 members 
Entering Unmasked Estep 
Score: -18536796.000000 Penalty: 5894.330078
	Iteration 45Q: 3 clusters Score -1.85368e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 140776 members 
Entering Unmasked Estep 
Score: -18536790.000000 Penalty: 5894.330078
	Iteration 46Q: 3 clusters Score -1.853679e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 140912 members 
Entering Unmasked Estep 
Score: -18536864.000000 Penalty: 5894.330078
	Iteration 47Q: 3 clusters Score -1.853686e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 141044 members 
Entering Unmasked Estep 
Score: -18536904.000000 Penalty: 5894.330078
	Iteration 48Q: 3 clusters Score -1.85369e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 141175 members 
Entering Unmasked Estep 
Score: -18536948.000000 Penalty: 5894.330078
	Iteration 49Q: 3 clusters Score -1.853695e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 141279 members 
Entering Unmasked Estep 
Score: -18536958.000000 Penalty: 5894.330078
	Iteration 50Q: 3 clusters Score -1.853696e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 141372 members 
Entering Unmasked Estep 
Score: -18536982.000000 Penalty: 5894.330078
	Iteration 51Q: 3 clusters Score -1.853698e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 141470 members 
Entering Unmasked Estep 
Score: -18536970.000000 Penalty: 5894.330078
	Iteration 52Q: 3 clusters Score -1.853697e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 141556 members 
Entering Unmasked Estep 
Score: -18536998.000000 Penalty: 5894.330078
	Iteration 53Q: 3 clusters Score -1.8537e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 141626 members 
Entering Unmasked Estep 
Score: -18537010.000000 Penalty: 5894.330078
	Iteration 54Q: 3 clusters Score -1.853701e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 141691 members 
Entering Unmasked Estep 
Score: -18537012.000000 Penalty: 5894.330078
	Iteration 55Q: 3 clusters Score -1.853701e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 141748 members 
Entering Unmasked Estep 
Score: -18536988.000000 Penalty: 5894.330078
	Iteration 56Q: 3 clusters Score -1.853699e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 141808 members 
Entering Unmasked Estep 
Score: -18537022.000000 Penalty: 5894.330078
	Iteration 57Q: 3 clusters Score -1.853702e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 141854 members 
Entering Unmasked Estep 
Score: -18537034.000000 Penalty: 5894.330078
	Iteration 58Q: 3 clusters Score -1.853703e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 141901 members 
Entering Unmasked Estep 
Score: -18537046.000000 Penalty: 5894.330078
	Iteration 59Q: 3 clusters Score -1.853705e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 141939 members 
Entering Unmasked Estep 
Score: -18537052.000000 Penalty: 5894.330078
	Iteration 60F: 3 clusters Score -1.853705e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 141977 members 
Entering Unmasked Estep 
Score: -18537076.000000 Penalty: 5894.330078
	Iteration 61Q: 3 clusters Score -1.853708e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 142007 members 
Entering Unmasked Estep 
Score: -18537084.000000 Penalty: 5894.330078
	Iteration 62Q: 3 clusters Score -1.853708e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 142037 members 
Entering Unmasked Estep 
Score: -18537092.000000 Penalty: 5894.330078
	Iteration 63Q: 3 clusters Score -1.853709e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 142069 members 
Entering Unmasked Estep 
Score: -18537106.000000 Penalty: 5894.330078
	Iteration 64Q: 3 clusters Score -1.853711e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 142096 members 
Entering Unmasked Estep 
Score: -18537118.000000 Penalty: 5894.330078
	Iteration 65Q: 3 clusters Score -1.853712e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 142126 members 
Entering Unmasked Estep 
Score: -18537144.000000 Penalty: 5894.330078
	Iteration 66Q: 3 clusters Score -1.853714e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 142146 members 
Entering Unmasked Estep 
Score: -18537138.000000 Penalty: 5894.330078
	Iteration 67Q: 3 clusters Score -1.853714e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 142172 members 
Entering Unmasked Estep 
Score: -18537150.000000 Penalty: 5894.330078
	Iteration 68Q: 3 clusters Score -1.853715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 142192 members 
Entering Unmasked Estep 
Score: -18537132.000000 Penalty: 5894.330078
	Iteration 69Q: 3 clusters Score -1.853713e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 142208 members 
Entering Unmasked Estep 
Score: -18537128.000000 Penalty: 5894.330078
	Iteration 70Q: 3 clusters Score -1.853713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 142219 members 
Entering Unmasked Estep 
Score: -18537132.000000 Penalty: 5894.330078
	Iteration 71Q: 3 clusters Score -1.853713e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 142247 members 
Entering Unmasked Estep 
Score: -18537136.000000 Penalty: 5894.330078
	Iteration 72Q: 3 clusters Score -1.853714e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 142267 members 
Entering Unmasked Estep 
Score: -18537130.000000 Penalty: 5894.330078
	Iteration 73Q: 3 clusters Score -1.853713e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 142285 members 
Entering Unmasked Estep 
Score: -18537132.000000 Penalty: 5894.330078
	Iteration 74Q: 3 clusters Score -1.853713e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 142301 members 
Entering Unmasked Estep 
Score: -18537108.000000 Penalty: 5894.330078
	Iteration 75Q: 3 clusters Score -1.853711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 142317 members 
Entering Unmasked Estep 
Score: -18537124.000000 Penalty: 5894.330078
	Iteration 76Q: 3 clusters Score -1.853712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 142333 members 
Entering Unmasked Estep 
Score: -18537126.000000 Penalty: 5894.330078
	Iteration 77Q: 3 clusters Score -1.853713e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 142355 members 
Entering Unmasked Estep 
Score: -18537132.000000 Penalty: 5894.330078
	Iteration 78Q: 3 clusters Score -1.853713e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 142375 members 
Entering Unmasked Estep 
Score: -18537128.000000 Penalty: 5894.330078
	Iteration 79Q: 3 clusters Score -1.853713e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 142404 members 
Entering Unmasked Estep 
Score: -18537114.000000 Penalty: 5894.330078
	Iteration 80F: 3 clusters Score -1.853711e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 142428 members 
Entering Unmasked Estep 
Score: -18537120.000000 Penalty: 5894.330078
	Iteration 81Q: 3 clusters Score -1.853712e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 142449 members 
Entering Unmasked Estep 
Score: -18537104.000000 Penalty: 5894.330078
	Iteration 82Q: 3 clusters Score -1.85371e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 142476 members 
Entering Unmasked Estep 
Score: -18537102.000000 Penalty: 5894.330078
	Iteration 83Q: 3 clusters Score -1.85371e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 142511 members 
Entering Unmasked Estep 
Score: -18537096.000000 Penalty: 5894.330078
	Iteration 84Q: 3 clusters Score -1.85371e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 142530 members 
Entering Unmasked Estep 
Score: -18537094.000000 Penalty: 5894.330078
	Iteration 85Q: 3 clusters Score -1.853709e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 142560 members 
Entering Unmasked Estep 
Score: -18537114.000000 Penalty: 5894.330078
	Iteration 86Q: 3 clusters Score -1.853711e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 142578 members 
Entering Unmasked Estep 
Score: -18537104.000000 Penalty: 5894.330078
	Iteration 87Q: 3 clusters Score -1.85371e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 142595 members 
Entering Unmasked Estep 
Score: -18537094.000000 Penalty: 5894.330078
	Iteration 88Q: 3 clusters Score -1.853709e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 142619 members 
Entering Unmasked Estep 
Score: -18537122.000000 Penalty: 5894.330078
	Iteration 89Q: 3 clusters Score -1.853712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 142636 members 
Entering Unmasked Estep 
Score: -18537142.000000 Penalty: 5894.330078
	Iteration 90Q: 3 clusters Score -1.853714e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 142653 members 
Entering Unmasked Estep 
Score: -18537120.000000 Penalty: 5894.330078
	Iteration 91Q: 3 clusters Score -1.853712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 142670 members 
Entering Unmasked Estep 
Score: -18537112.000000 Penalty: 5894.330078
	Iteration 92Q: 3 clusters Score -1.853711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 142686 members 
Entering Unmasked Estep 
Score: -18537104.000000 Penalty: 5894.330078
	Iteration 93Q: 3 clusters Score -1.85371e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 142704 members 
Entering Unmasked Estep 
Score: -18537132.000000 Penalty: 5894.330078
	Iteration 94Q: 3 clusters Score -1.853713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 142716 members 
Entering Unmasked Estep 
Score: -18537148.000000 Penalty: 5894.330078
	Iteration 95Q: 3 clusters Score -1.853715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 142727 members 
Entering Unmasked Estep 
Score: -18537146.000000 Penalty: 5894.330078
	Iteration 96Q: 3 clusters Score -1.853715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 142738 members 
Entering Unmasked Estep 
Score: -18537148.000000 Penalty: 5894.330078
	Iteration 97Q: 3 clusters Score -1.853715e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 142751 members 
Entering Unmasked Estep 
Score: -18537154.000000 Penalty: 5894.330078
	Iteration 98Q: 3 clusters Score -1.853715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 142759 members 
Entering Unmasked Estep 
Score: -18537146.000000 Penalty: 5894.330078
	Iteration 99Q: 3 clusters Score -1.853715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 142771 members 
Entering Unmasked Estep 
Score: -18537146.000000 Penalty: 5894.330078
	Iteration 100F: 3 clusters Score -1.853715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 142782 members 
Entering Unmasked Estep 
Score: -18537140.000000 Penalty: 5894.330078
	Iteration 101Q: 3 clusters Score -1.853714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 142789 members 
Entering Unmasked Estep 
Score: -18537154.000000 Penalty: 5894.330078
	Iteration 102Q: 3 clusters Score -1.853715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 142795 members 
Entering Unmasked Estep 
Score: -18537144.000000 Penalty: 5894.330078
	Iteration 103Q: 3 clusters Score -1.853714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 142808 members 
Entering Unmasked Estep 
Score: -18537174.000000 Penalty: 5894.330078
	Iteration 104Q: 3 clusters Score -1.853717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 142819 members 
Entering Unmasked Estep 
Score: -18537158.000000 Penalty: 5894.330078
	Iteration 105Q: 3 clusters Score -1.853716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 142829 members 
Entering Unmasked Estep 
Score: -18537152.000000 Penalty: 5894.330078
	Iteration 106Q: 3 clusters Score -1.853715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 142835 members 
Entering Unmasked Estep 
Score: -18537148.000000 Penalty: 5894.330078
	Iteration 107Q: 3 clusters Score -1.853715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 142839 members 
Entering Unmasked Estep 
Score: -18537156.000000 Penalty: 5894.330078
	Iteration 108Q: 3 clusters Score -1.853716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 142842 members 
Entering Unmasked Estep 
Score: -18537158.000000 Penalty: 5894.330078
	Iteration 109Q: 3 clusters Score -1.853716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 142849 members 
Entering Unmasked Estep 
Score: -18537170.000000 Penalty: 5894.330078
	Iteration 110Q: 3 clusters Score -1.853717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 142854 members 
Entering Unmasked Estep 
Score: -18537166.000000 Penalty: 5894.330078
	Iteration 111Q: 3 clusters Score -1.853717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 142858 members 
Entering Unmasked Estep 
Score: -18537170.000000 Penalty: 5894.330078
	Iteration 112Q: 3 clusters Score -1.853717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 142864 members 
Entering Unmasked Estep 
Score: -18537176.000000 Penalty: 5894.330078
	Iteration 113Q: 3 clusters Score -1.853718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 142871 members 
Entering Unmasked Estep 
Score: -18537174.000000 Penalty: 5894.330078
	Iteration 114Q: 3 clusters Score -1.853717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 142881 members 
Entering Unmasked Estep 
Score: -18537174.000000 Penalty: 5894.330078
	Iteration 115Q: 3 clusters Score -1.853717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 142885 members 
Entering Unmasked Estep 
Score: -18537178.000000 Penalty: 5894.330078
	Iteration 116Q: 3 clusters Score -1.853718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 142890 members 
Entering Unmasked Estep 
Score: -18537192.000000 Penalty: 5894.330078
	Iteration 117Q: 3 clusters Score -1.853719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 142895 members 
Entering Unmasked Estep 
Score: -18537176.000000 Penalty: 5894.330078
	Iteration 118Q: 3 clusters Score -1.853718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 142901 members 
Entering Unmasked Estep 
Score: -18537184.000000 Penalty: 5894.330078
	Iteration 119Q: 3 clusters Score -1.853718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 142908 members 
Entering Unmasked Estep 
Score: -18537178.000000 Penalty: 5894.330078
	Iteration 120F: 3 clusters Score -1.853718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 142913 members 
Entering Unmasked Estep 
Score: -18537194.000000 Penalty: 5894.330078
	Iteration 121Q: 3 clusters Score -1.853719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 142923 members 
Entering Unmasked Estep 
Score: -18537186.000000 Penalty: 5894.330078
	Iteration 122Q: 3 clusters Score -1.853719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 142932 members 
Entering Unmasked Estep 
Score: -18537190.000000 Penalty: 5894.330078
	Iteration 123Q: 3 clusters Score -1.853719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 142945 members 
Entering Unmasked Estep 
Score: -18537186.000000 Penalty: 5894.330078
	Iteration 124Q: 3 clusters Score -1.853719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 142954 members 
Entering Unmasked Estep 
Score: -18537200.000000 Penalty: 5894.330078
	Iteration 125Q: 3 clusters Score -1.85372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 142959 members 
Entering Unmasked Estep 
Score: -18537200.000000 Penalty: 5894.330078
	Iteration 126Q: 3 clusters Score -1.85372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 142967 members 
Entering Unmasked Estep 
Score: -18537198.000000 Penalty: 5894.330078
	Iteration 127Q: 3 clusters Score -1.85372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 142972 members 
Entering Unmasked Estep 
Score: -18537202.000000 Penalty: 5894.330078
	Iteration 128Q: 3 clusters Score -1.85372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 142976 members 
Entering Unmasked Estep 
Score: -18537196.000000 Penalty: 5894.330078
	Iteration 129Q: 3 clusters Score -1.85372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 142978 members 
Entering Unmasked Estep 
Score: -18537194.000000 Penalty: 5894.330078
	Iteration 130Q: 3 clusters Score -1.853719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 142978 members 
Entering Unmasked Estep 
Score: -18537202.000000 Penalty: 5894.330078
	Iteration 131Q: 3 clusters Score -1.85372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 142978 members 
Entering Unmasked Estep 
Score: -18537198.000000 Penalty: 5894.330078
	Iteration 132Q: 3 clusters Score -1.85372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 142980 members 
Entering Unmasked Estep 
Score: -18537196.000000 Penalty: 5894.330078
	Iteration 133Q: 3 clusters Score -1.85372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 142981 members 
Entering Unmasked Estep 
Score: -18537200.000000 Penalty: 5894.330078
	Iteration 134Q: 3 clusters Score -1.85372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 142985 members 
Entering Unmasked Estep 
Score: -18537204.000000 Penalty: 5894.330078
	Iteration 135Q: 3 clusters Score -1.85372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 142990 members 
Entering Unmasked Estep 
Score: -18537192.000000 Penalty: 5894.330078
	Iteration 136Q: 3 clusters Score -1.853719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 142993 members 
Entering Unmasked Estep 
Score: -18537196.000000 Penalty: 5894.330078
	Iteration 137Q: 3 clusters Score -1.85372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 142993 members 
Entering Unmasked Estep 
Score: -18537198.000000 Penalty: 5894.330078
	Iteration 138Q: 3 clusters Score -1.85372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 142993 members 
Entering Unmasked Estep 
Score: -18537210.000000 Penalty: 5894.330078
	Iteration 139Q: 3 clusters Score -1.853721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 142993 members 
Entering Unmasked Estep 
Score: -18537210.000000 Penalty: 5894.330078
	Iteration 140F: 3 clusters Score -1.853721e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (61926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Entering Unmasked Estep 
Score: -7639295.000000 Penalty: 2736.356445
	Iteration 0F: 2 clusters Score -7639295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -7597776.500000 Penalty: 5472.712891
	Iteration 0F: 3 clusters Score -7597776 nChanged 28846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -7613808.000000 Penalty: 5472.712891
	Iteration 1F: 3 clusters Score -7613808 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -7614370.000000 Penalty: 5472.712891
	Iteration 2Q: 3 clusters Score -7614370 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -7614914.500000 Penalty: 5472.712891
	Iteration 3Q: 3 clusters Score -7614914 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -7615597.000000 Penalty: 5472.712891
	Iteration 4Q: 3 clusters Score -7615597 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -7616575.500000 Penalty: 5472.712891
	Iteration 5Q: 3 clusters Score -7616576 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -7618125.000000 Penalty: 5472.712891
	Iteration 6F: 3 clusters Score -7618125 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -7620619.000000 Penalty: 5472.712891
	Iteration 7F: 3 clusters Score -7620619 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -7624528.000000 Penalty: 5472.712891
	Iteration 8F: 3 clusters Score -7624528 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -7629175.500000 Penalty: 5472.712891
	Iteration 9F: 3 clusters Score -7629176 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -7633168.500000 Penalty: 5472.712891
	Iteration 10F: 3 clusters Score -7633168 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -7635493.000000 Penalty: 5472.712891
	Iteration 11Q: 3 clusters Score -7635493 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -7636379.000000 Penalty: 5472.712891
	Iteration 12Q: 3 clusters Score -7636379 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -7636663.000000 Penalty: 5472.712891
	Iteration 13Q: 3 clusters Score -7636663 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -7636767.500000 Penalty: 5472.712891
	Iteration 14Q: 3 clusters Score -7636768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 61694 members 
Entering Unmasked Estep 
Score: -7636816.500000 Penalty: 5472.712891
	Iteration 15Q: 3 clusters Score -7636816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -7636843.000000 Penalty: 5472.712891
	Iteration 16Q: 3 clusters Score -7636843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -7636863.000000 Penalty: 5472.712891
	Iteration 17Q: 3 clusters Score -7636863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -7636884.500000 Penalty: 5472.712891
	Iteration 18Q: 3 clusters Score -7636884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -7636891.500000 Penalty: 5472.712891
	Iteration 19Q: 3 clusters Score -7636892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -7636882.500000 Penalty: 5472.712891
	Iteration 20F: 3 clusters Score -7636882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -7636881.000000 Penalty: 5472.712891
	Iteration 21Q: 3 clusters Score -7636881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -7636883.500000 Penalty: 5472.712891
	Iteration 22Q: 3 clusters Score -7636884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
Score: -7636885.500000 Penalty: 5472.712891
	Iteration 23Q: 3 clusters Score -7636886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
Score: -7636885.500000 Penalty: 5472.712891
	Iteration 24F: 3 clusters Score -7636886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Entering Unmasked Estep 
Score: -530257.000000 Penalty: 2071.316406
	Iteration 0F: 2 clusters Score -530257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -526223.312500 Penalty: 4142.632812
	Iteration 0F: 3 clusters Score -526223.3 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -527126.250000 Penalty: 4142.632812
	Iteration 1F: 3 clusters Score -527126.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -527315.062500 Penalty: 4142.632812
	Iteration 2F: 3 clusters Score -527315.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -527449.187500 Penalty: 4142.632812
	Iteration 3Q: 3 clusters Score -527449.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -527564.125000 Penalty: 4142.632812
	Iteration 4Q: 3 clusters Score -527564.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -527648.125000 Penalty: 4142.632812
	Iteration 5Q: 3 clusters Score -527648.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -527725.187500 Penalty: 4142.632812
	Iteration 6Q: 3 clusters Score -527725.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -527793.750000 Penalty: 4142.632812
	Iteration 7Q: 3 clusters Score -527793.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -527859.562500 Penalty: 4142.632812
	Iteration 8Q: 3 clusters Score -527859.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -527924.187500 Penalty: 4142.632812
	Iteration 9Q: 3 clusters Score -527924.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -527979.687500 Penalty: 4142.632812
	Iteration 10Q: 3 clusters Score -527979.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -528025.750000 Penalty: 4142.632812
	Iteration 11Q: 3 clusters Score -528025.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -528066.937500 Penalty: 4142.632812
	Iteration 12Q: 3 clusters Score -528066.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -528095.187500 Penalty: 4142.632812
	Iteration 13Q: 3 clusters Score -528095.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -528116.187500 Penalty: 4142.632812
	Iteration 14Q: 3 clusters Score -528116.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -528132.625000 Penalty: 4142.632812
	Iteration 15Q: 3 clusters Score -528132.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -528147.750000 Penalty: 4142.632812
	Iteration 16Q: 3 clusters Score -528147.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -528169.562500 Penalty: 4142.632812
	Iteration 17Q: 3 clusters Score -528169.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -528190.937500 Penalty: 4142.632812
	Iteration 18Q: 3 clusters Score -528190.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -528215.937500 Penalty: 4142.632812
	Iteration 19Q: 3 clusters Score -528215.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -528238.625000 Penalty: 4142.632812
	Iteration 20F: 3 clusters Score -528238.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -528262.312500 Penalty: 4142.632812
	Iteration 21Q: 3 clusters Score -528262.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -528283.500000 Penalty: 4142.632812
	Iteration 22Q: 3 clusters Score -528283.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -528302.062500 Penalty: 4142.632812
	Iteration 23Q: 3 clusters Score -528302.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -528319.687500 Penalty: 4142.632812
	Iteration 24Q: 3 clusters Score -528319.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -528327.250000 Penalty: 4142.632812
	Iteration 25Q: 3 clusters Score -528327.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -528337.312500 Penalty: 4142.632812
	Iteration 26Q: 3 clusters Score -528337.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -528343.437500 Penalty: 4142.632812
	Iteration 27Q: 3 clusters Score -528343.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -528350.187500 Penalty: 4142.632812
	Iteration 28Q: 3 clusters Score -528350.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -528353.187500 Penalty: 4142.632812
	Iteration 29Q: 3 clusters Score -528353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -528354.562500 Penalty: 4142.632812
	Iteration 30Q: 3 clusters Score -528354.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -528355.437500 Penalty: 4142.632812
	Iteration 31Q: 3 clusters Score -528355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -528356.312500 Penalty: 4142.632812
	Iteration 32Q: 3 clusters Score -528356.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -528355.187500 Penalty: 4142.632812
	Iteration 33Q: 3 clusters Score -528355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -528356.187500 Penalty: 4142.632812
	Iteration 34Q: 3 clusters Score -528356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -528356.625000 Penalty: 4142.632812
	Iteration 35Q: 3 clusters Score -528356.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -528356.562500 Penalty: 4142.632812
	Iteration 36Q: 3 clusters Score -528356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -528356.937500 Penalty: 4142.632812
	Iteration 37Q: 3 clusters Score -528356.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -528358.500000 Penalty: 4142.632812
	Iteration 38Q: 3 clusters Score -528358.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -528358.500000 Penalty: 4142.632812
	Iteration 39F: 3 clusters Score -528358.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Entering Unmasked Estep 
Score: -4250006.000000 Penalty: 2583.156006
	Iteration 0F: 2 clusters Score -4250006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -4227039.500000 Penalty: 5166.312012
	Iteration 0F: 3 clusters Score -4227040 nChanged 15288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -4235331.500000 Penalty: 5166.312012
	Iteration 1F: 3 clusters Score -4235332 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -4235724.500000 Penalty: 5166.312012
	Iteration 2Q: 3 clusters Score -4235724 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -4236032.500000 Penalty: 5166.312012
	Iteration 3Q: 3 clusters Score -4236032 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -4236407.500000 Penalty: 5166.312012
	Iteration 4Q: 3 clusters Score -4236408 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -4236731.500000 Penalty: 5166.312012
	Iteration 5Q: 3 clusters Score -4236732 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -4237057.500000 Penalty: 5166.312012
	Iteration 6Q: 3 clusters Score -4237058 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -4237552.500000 Penalty: 5166.312012
	Iteration 7Q: 3 clusters Score -4237552 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -4238233.500000 Penalty: 5166.312012
	Iteration 8Q: 3 clusters Score -4238234 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -4239208.000000 Penalty: 5166.312012
	Iteration 9F: 3 clusters Score -4239208 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -4240558.500000 Penalty: 5166.312012
	Iteration 10F: 3 clusters Score -4240558 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -4242249.000000 Penalty: 5166.312012
	Iteration 11F: 3 clusters Score -4242249 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -4244093.500000 Penalty: 5166.312012
	Iteration 12F: 3 clusters Score -4244094 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -4245753.000000 Penalty: 5166.312012
	Iteration 13F: 3 clusters Score -4245753 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -4246772.500000 Penalty: 5166.312012
	Iteration 14Q: 3 clusters Score -4246772 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -4247244.500000 Penalty: 5166.312012
	Iteration 15Q: 3 clusters Score -4247244 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -4247483.500000 Penalty: 5166.312012
	Iteration 16Q: 3 clusters Score -4247484 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -4247585.500000 Penalty: 5166.312012
	Iteration 17Q: 3 clusters Score -4247586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -4247652.500000 Penalty: 5166.312012
	Iteration 18Q: 3 clusters Score -4247652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -4247680.500000 Penalty: 5166.312012
	Iteration 19Q: 3 clusters Score -4247680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -4247708.500000 Penalty: 5166.312012
	Iteration 20F: 3 clusters Score -4247708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -4247729.000000 Penalty: 5166.312012
	Iteration 21Q: 3 clusters Score -4247729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -4247749.000000 Penalty: 5166.312012
	Iteration 22Q: 3 clusters Score -4247749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -4247761.000000 Penalty: 5166.312012
	Iteration 23Q: 3 clusters Score -4247761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -4247770.500000 Penalty: 5166.312012
	Iteration 24Q: 3 clusters Score -4247770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -4247781.500000 Penalty: 5166.312012
	Iteration 25Q: 3 clusters Score -4247782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -4247789.500000 Penalty: 5166.312012
	Iteration 26Q: 3 clusters Score -4247790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -4247798.000000 Penalty: 5166.312012
	Iteration 27Q: 3 clusters Score -4247798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -4247801.500000 Penalty: 5166.312012
	Iteration 28Q: 3 clusters Score -4247802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -4247811.000000 Penalty: 5166.312012
	Iteration 29Q: 3 clusters Score -4247811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -4247811.000000 Penalty: 5166.312012
	Iteration 30F: 3 clusters Score -4247811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (159619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159619 members 
Entering Unmasked Estep 
Score: -20249104.000000 Penalty: 2971.175293
	Iteration 0F: 2 clusters Score -2.02491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79759 members 
Mstep: Class 2 contains 79860 members 
Entering Unmasked Estep 
Score: -20144780.000000 Penalty: 5942.350586
	Iteration 0F: 3 clusters Score -2.014478e+07 nChanged 76521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78962 members 
Mstep: Class 2 contains 80657 members 
Entering Unmasked Estep 
Score: -20189300.000000 Penalty: 5942.350586
	Iteration 1F: 3 clusters Score -2.01893e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78351 members 
Mstep: Class 2 contains 81268 members 
Entering Unmasked Estep 
Score: -20190410.000000 Penalty: 5942.350586
	Iteration 2Q: 3 clusters Score -2.019041e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 82262 members 
Entering Unmasked Estep 
Score: -20191832.000000 Penalty: 5942.350586
	Iteration 3Q: 3 clusters Score -2.019183e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75913 members 
Mstep: Class 2 contains 83706 members 
Entering Unmasked Estep 
Score: -20193474.000000 Penalty: 5942.350586
	Iteration 4Q: 3 clusters Score -2.019347e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73810 members 
Mstep: Class 2 contains 85809 members 
Entering Unmasked Estep 
Score: -20195704.000000 Penalty: 5942.350586
	Iteration 5Q: 3 clusters Score -2.01957e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70984 members 
Mstep: Class 2 contains 88635 members 
Entering Unmasked Estep 
Score: -20198842.000000 Penalty: 5942.350586
	Iteration 6Q: 3 clusters Score -2.019884e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -20203278.000000 Penalty: 5942.350586
	Iteration 7F: 3 clusters Score -2.020328e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 96552 members 
Entering Unmasked Estep 
Score: -20209198.000000 Penalty: 5942.350586
	Iteration 8F: 3 clusters Score -2.02092e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 100365 members 
Entering Unmasked Estep 
Score: -20215656.000000 Penalty: 5942.350586
	Iteration 9F: 3 clusters Score -2.021566e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56295 members 
Mstep: Class 2 contains 103324 members 
Entering Unmasked Estep 
Score: -20221586.000000 Penalty: 5942.350586
	Iteration 10F: 3 clusters Score -2.022159e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 105440 members 
Entering Unmasked Estep 
Score: -20225396.000000 Penalty: 5942.350586
	Iteration 11Q: 3 clusters Score -2.02254e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 107183 members 
Entering Unmasked Estep 
Score: -20227306.000000 Penalty: 5942.350586
	Iteration 12Q: 3 clusters Score -2.022731e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 108846 members 
Entering Unmasked Estep 
Score: -20228276.000000 Penalty: 5942.350586
	Iteration 13Q: 3 clusters Score -2.022828e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 110533 members 
Entering Unmasked Estep 
Score: -20228866.000000 Penalty: 5942.350586
	Iteration 14Q: 3 clusters Score -2.022887e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 112360 members 
Entering Unmasked Estep 
Score: -20229440.000000 Penalty: 5942.350586
	Iteration 15Q: 3 clusters Score -2.022944e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 114339 members 
Entering Unmasked Estep 
Score: -20230090.000000 Penalty: 5942.350586
	Iteration 16Q: 3 clusters Score -2.023009e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 116454 members 
Entering Unmasked Estep 
Score: -20230798.000000 Penalty: 5942.350586
	Iteration 17Q: 3 clusters Score -2.02308e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 118668 members 
Entering Unmasked Estep 
Score: -20231558.000000 Penalty: 5942.350586
	Iteration 18Q: 3 clusters Score -2.023156e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 120992 members 
Entering Unmasked Estep 
Score: -20232472.000000 Penalty: 5942.350586
	Iteration 19Q: 3 clusters Score -2.023247e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 123402 members 
Entering Unmasked Estep 
Score: -20233314.000000 Penalty: 5942.350586
	Iteration 20F: 3 clusters Score -2.023331e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 125796 members 
Entering Unmasked Estep 
Score: -20234092.000000 Penalty: 5942.350586
	Iteration 21Q: 3 clusters Score -2.023409e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 128208 members 
Entering Unmasked Estep 
Score: -20235054.000000 Penalty: 5942.350586
	Iteration 22Q: 3 clusters Score -2.023505e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 130687 members 
Entering Unmasked Estep 
Score: -20236124.000000 Penalty: 5942.350586
	Iteration 23Q: 3 clusters Score -2.023612e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 133157 members 
Entering Unmasked Estep 
Score: -20237018.000000 Penalty: 5942.350586
	Iteration 24Q: 3 clusters Score -2.023702e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 135594 members 
Entering Unmasked Estep 
Score: -20238200.000000 Penalty: 5942.350586
	Iteration 25Q: 3 clusters Score -2.02382e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 137960 members 
Entering Unmasked Estep 
Score: -20239270.000000 Penalty: 5942.350586
	Iteration 26Q: 3 clusters Score -2.023927e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 140264 members 
Entering Unmasked Estep 
Score: -20240282.000000 Penalty: 5942.350586
	Iteration 27Q: 3 clusters Score -2.024028e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 142422 members 
Entering Unmasked Estep 
Score: -20241116.000000 Penalty: 5942.350586
	Iteration 28Q: 3 clusters Score -2.024112e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 144447 members 
Entering Unmasked Estep 
Score: -20241932.000000 Penalty: 5942.350586
	Iteration 29Q: 3 clusters Score -2.024193e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 146343 members 
Entering Unmasked Estep 
Score: -20242762.000000 Penalty: 5942.350586
	Iteration 30Q: 3 clusters Score -2.024276e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 148145 members 
Entering Unmasked Estep 
Score: -20243556.000000 Penalty: 5942.350586
	Iteration 31Q: 3 clusters Score -2.024356e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 149704 members 
Entering Unmasked Estep 
Score: -20244094.000000 Penalty: 5942.350586
	Iteration 32Q: 3 clusters Score -2.024409e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 151133 members 
Entering Unmasked Estep 
Score: -20244686.000000 Penalty: 5942.350586
	Iteration 33Q: 3 clusters Score -2.024469e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 152347 members 
Entering Unmasked Estep 
Score: -20245058.000000 Penalty: 5942.350586
	Iteration 34Q: 3 clusters Score -2.024506e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 153342 members 
Entering Unmasked Estep 
Score: -20245464.000000 Penalty: 5942.350586
	Iteration 35Q: 3 clusters Score -2.024546e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 154193 members 
Entering Unmasked Estep 
Score: -20245904.000000 Penalty: 5942.350586
	Iteration 36Q: 3 clusters Score -2.02459e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 154906 members 
Entering Unmasked Estep 
Score: -20246064.000000 Penalty: 5942.350586
	Iteration 37Q: 3 clusters Score -2.024606e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 155460 members 
Entering Unmasked Estep 
Score: -20246280.000000 Penalty: 5942.350586
	Iteration 38Q: 3 clusters Score -2.024628e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 155907 members 
Entering Unmasked Estep 
Score: -20246378.000000 Penalty: 5942.350586
	Iteration 39Q: 3 clusters Score -2.024638e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 156264 members 
Entering Unmasked Estep 
Score: -20246496.000000 Penalty: 5942.350586
	Iteration 40F: 3 clusters Score -2.02465e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 156546 members 
Entering Unmasked Estep 
Score: -20246582.000000 Penalty: 5942.350586
	Iteration 41Q: 3 clusters Score -2.024658e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 156760 members 
Entering Unmasked Estep 
Score: -20246608.000000 Penalty: 5942.350586
	Iteration 42Q: 3 clusters Score -2.024661e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 156926 members 
Entering Unmasked Estep 
Score: -20246614.000000 Penalty: 5942.350586
	Iteration 43Q: 3 clusters Score -2.024661e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 157069 members 
Entering Unmasked Estep 
Score: -20246630.000000 Penalty: 5942.350586
	Iteration 44Q: 3 clusters Score -2.024663e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 157204 members 
Entering Unmasked Estep 
Score: -20246642.000000 Penalty: 5942.350586
	Iteration 45Q: 3 clusters Score -2.024664e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 157297 members 
Entering Unmasked Estep 
Score: -20246686.000000 Penalty: 5942.350586
	Iteration 46Q: 3 clusters Score -2.024669e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 157375 members 
Entering Unmasked Estep 
Score: -20246684.000000 Penalty: 5942.350586
	Iteration 47Q: 3 clusters Score -2.024668e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 157452 members 
Entering Unmasked Estep 
Score: -20246652.000000 Penalty: 5942.350586
	Iteration 48Q: 3 clusters Score -2.024665e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 157505 members 
Entering Unmasked Estep 
Score: -20246658.000000 Penalty: 5942.350586
	Iteration 49Q: 3 clusters Score -2.024666e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 157551 members 
Entering Unmasked Estep 
Score: -20246680.000000 Penalty: 5942.350586
	Iteration 50Q: 3 clusters Score -2.024668e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 157596 members 
Entering Unmasked Estep 
Score: -20246696.000000 Penalty: 5942.350586
	Iteration 51Q: 3 clusters Score -2.02467e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 157637 members 
Entering Unmasked Estep 
Score: -20246698.000000 Penalty: 5942.350586
	Iteration 52Q: 3 clusters Score -2.02467e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 157676 members 
Entering Unmasked Estep 
Score: -20246714.000000 Penalty: 5942.350586
	Iteration 53Q: 3 clusters Score -2.024671e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 157710 members 
Entering Unmasked Estep 
Score: -20246724.000000 Penalty: 5942.350586
	Iteration 54Q: 3 clusters Score -2.024672e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 157744 members 
Entering Unmasked Estep 
Score: -20246744.000000 Penalty: 5942.350586
	Iteration 55Q: 3 clusters Score -2.024674e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 157774 members 
Entering Unmasked Estep 
Score: -20246754.000000 Penalty: 5942.350586
	Iteration 56Q: 3 clusters Score -2.024675e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 157806 members 
Entering Unmasked Estep 
Score: -20246740.000000 Penalty: 5942.350586
	Iteration 57Q: 3 clusters Score -2.024674e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 157837 members 
Entering Unmasked Estep 
Score: -20246728.000000 Penalty: 5942.350586
	Iteration 58Q: 3 clusters Score -2.024673e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 157859 members 
Entering Unmasked Estep 
Score: -20246738.000000 Penalty: 5942.350586
	Iteration 59Q: 3 clusters Score -2.024674e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 157883 members 
Entering Unmasked Estep 
Score: -20246760.000000 Penalty: 5942.350586
	Iteration 60F: 3 clusters Score -2.024676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 157897 members 
Entering Unmasked Estep 
Score: -20246760.000000 Penalty: 5942.350586
	Iteration 61Q: 3 clusters Score -2.024676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 157907 members 
Entering Unmasked Estep 
Score: -20246774.000000 Penalty: 5942.350586
	Iteration 62Q: 3 clusters Score -2.024677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 157915 members 
Entering Unmasked Estep 
Score: -20246762.000000 Penalty: 5942.350586
	Iteration 63Q: 3 clusters Score -2.024676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 157923 members 
Entering Unmasked Estep 
Score: -20246764.000000 Penalty: 5942.350586
	Iteration 64Q: 3 clusters Score -2.024676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 157926 members 
Entering Unmasked Estep 
Score: -20246770.000000 Penalty: 5942.350586
	Iteration 65Q: 3 clusters Score -2.024677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 157932 members 
Entering Unmasked Estep 
Score: -20246758.000000 Penalty: 5942.350586
	Iteration 66Q: 3 clusters Score -2.024676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 157938 members 
Entering Unmasked Estep 
Score: -20246764.000000 Penalty: 5942.350586
	Iteration 67Q: 3 clusters Score -2.024676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 157947 members 
Entering Unmasked Estep 
Score: -20246770.000000 Penalty: 5942.350586
	Iteration 68Q: 3 clusters Score -2.024677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 157957 members 
Entering Unmasked Estep 
Score: -20246752.000000 Penalty: 5942.350586
	Iteration 69Q: 3 clusters Score -2.024675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 157959 members 
Entering Unmasked Estep 
Score: -20246752.000000 Penalty: 5942.350586
	Iteration 70Q: 3 clusters Score -2.024675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 157959 members 
Entering Unmasked Estep 
Score: -20246750.000000 Penalty: 5942.350586
	Iteration 71Q: 3 clusters Score -2.024675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 157963 members 
Entering Unmasked Estep 
Score: -20246744.000000 Penalty: 5942.350586
	Iteration 72Q: 3 clusters Score -2.024674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 157972 members 
Entering Unmasked Estep 
Score: -20246752.000000 Penalty: 5942.350586
	Iteration 73Q: 3 clusters Score -2.024675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 157975 members 
Entering Unmasked Estep 
Score: -20246748.000000 Penalty: 5942.350586
	Iteration 74Q: 3 clusters Score -2.024675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 157978 members 
Entering Unmasked Estep 
Score: -20246736.000000 Penalty: 5942.350586
	Iteration 75Q: 3 clusters Score -2.024674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 157983 members 
Entering Unmasked Estep 
Score: -20246738.000000 Penalty: 5942.350586
	Iteration 76Q: 3 clusters Score -2.024674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 157986 members 
Entering Unmasked Estep 
Score: -20246746.000000 Penalty: 5942.350586
	Iteration 77Q: 3 clusters Score -2.024675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 157987 members 
Entering Unmasked Estep 
Score: -20246738.000000 Penalty: 5942.350586
	Iteration 78Q: 3 clusters Score -2.024674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 157988 members 
Entering Unmasked Estep 
Score: -20246734.000000 Penalty: 5942.350586
	Iteration 79Q: 3 clusters Score -2.024673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 157989 members 
Entering Unmasked Estep 
Score: -20246752.000000 Penalty: 5942.350586
	Iteration 80F: 3 clusters Score -2.024675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -36731.542969 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -36731.54 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: -35362.636719 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -35362.64 nChanged 47
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: -35497.042969 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -35497.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35559.003906 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -35559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35611.753906 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -35611.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35644.949219 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -35644.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35648.253906 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -35648.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35648.253906 Penalty: 2913.965820
	Iteration 6F: 3 clusters Score -35648.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (144528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144528 members 
Entering Unmasked Estep 
Score: -18630994.000000 Penalty: 2946.544678
	Iteration 0F: 2 clusters Score -1.863099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 72097 members 
Entering Unmasked Estep 
Score: -18537772.000000 Penalty: 5893.089355
	Iteration 0F: 3 clusters Score -1.853777e+07 nChanged 69001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74412 members 
Mstep: Class 2 contains 70116 members 
Entering Unmasked Estep 
Score: -18577488.000000 Penalty: 5893.089355
	Iteration 1F: 3 clusters Score -1.857749e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -18578332.000000 Penalty: 5893.089355
	Iteration 2Q: 3 clusters Score -1.857833e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 66526 members 
Entering Unmasked Estep 
Score: -18579298.000000 Penalty: 5893.089355
	Iteration 3Q: 3 clusters Score -1.85793e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81383 members 
Mstep: Class 2 contains 63145 members 
Entering Unmasked Estep 
Score: -18580794.000000 Penalty: 5893.089355
	Iteration 4Q: 3 clusters Score -1.858079e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86279 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -18582680.000000 Penalty: 5893.089355
	Iteration 5Q: 3 clusters Score -1.858268e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93100 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -18586318.000000 Penalty: 5893.089355
	Iteration 6F: 3 clusters Score -1.858632e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102194 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -18592030.000000 Penalty: 5893.089355
	Iteration 7F: 3 clusters Score -1.859203e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112982 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -18599974.000000 Penalty: 5893.089355
	Iteration 8F: 3 clusters Score -1.859997e+07 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123928 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -18609192.000000 Penalty: 5893.089355
	Iteration 9F: 3 clusters Score -1.860919e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132661 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -18617136.000000 Penalty: 5893.089355
	Iteration 10F: 3 clusters Score -1.861714e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138248 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -18622728.000000 Penalty: 5893.089355
	Iteration 11Q: 3 clusters Score -1.862273e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141242 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -18625626.000000 Penalty: 5893.089355
	Iteration 12Q: 3 clusters Score -1.862563e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142694 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -18626990.000000 Penalty: 5893.089355
	Iteration 13Q: 3 clusters Score -1.862699e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143336 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -18627528.000000 Penalty: 5893.089355
	Iteration 14Q: 3 clusters Score -1.862753e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143639 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -18627806.000000 Penalty: 5893.089355
	Iteration 15Q: 3 clusters Score -1.862781e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143802 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -18627986.000000 Penalty: 5893.089355
	Iteration 16Q: 3 clusters Score -1.862799e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143896 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -18628090.000000 Penalty: 5893.089355
	Iteration 17Q: 3 clusters Score -1.862809e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143943 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -18628132.000000 Penalty: 5893.089355
	Iteration 18Q: 3 clusters Score -1.862813e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143968 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -18628154.000000 Penalty: 5893.089355
	Iteration 19Q: 3 clusters Score -1.862815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143989 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -18628212.000000 Penalty: 5893.089355
	Iteration 20F: 3 clusters Score -1.862821e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144001 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -18628230.000000 Penalty: 5893.089355
	Iteration 21Q: 3 clusters Score -1.862823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144017 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -18628252.000000 Penalty: 5893.089355
	Iteration 22Q: 3 clusters Score -1.862825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144022 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -18628280.000000 Penalty: 5893.089355
	Iteration 23Q: 3 clusters Score -1.862828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144033 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -18628278.000000 Penalty: 5893.089355
	Iteration 24Q: 3 clusters Score -1.862828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144036 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -18628280.000000 Penalty: 5893.089355
	Iteration 25Q: 3 clusters Score -1.862828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144038 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -18628280.000000 Penalty: 5893.089355
	Iteration 26Q: 3 clusters Score -1.862828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144038 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -18628292.000000 Penalty: 5893.089355
	Iteration 27Q: 3 clusters Score -1.862829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144043 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -18628292.000000 Penalty: 5893.089355
	Iteration 28Q: 3 clusters Score -1.862829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144053 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -18628290.000000 Penalty: 5893.089355
	Iteration 29Q: 3 clusters Score -1.862829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144059 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -18628296.000000 Penalty: 5893.089355
	Iteration 30Q: 3 clusters Score -1.86283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144061 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -18628304.000000 Penalty: 5893.089355
	Iteration 31Q: 3 clusters Score -1.86283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144061 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -18628300.000000 Penalty: 5893.089355
	Iteration 32Q: 3 clusters Score -1.86283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144062 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -18628298.000000 Penalty: 5893.089355
	Iteration 33Q: 3 clusters Score -1.86283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144062 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -18628298.000000 Penalty: 5893.089355
	Iteration 34F: 3 clusters Score -1.86283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -55036.730469 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -55036.73 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 235 members 
Entering Unmasked Estep 
Score: -53550.894531 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -53550.89 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53740.589844 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -53740.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53826.675781 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -53826.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53909.164062 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -53909.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53965.503906 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -53965.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54004.265625 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -54004.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54021.183594 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -54021.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54030.992188 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -54030.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54046.355469 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -54046.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54048.609375 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -54048.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54051.257812 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -54051.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54051.257812 Penalty: 3081.452637
	Iteration 11F: 3 clusters Score -54051.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -28831.234375 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -28831.23 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 159 members 
Entering Unmasked Estep 
Score: -27589.511719 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -27589.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27759.531250 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -27759.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27857.289062 Penalty: 2793.081055
	Iteration 2F: 3 clusters Score -27857.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27918.861328 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -27918.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27953.671875 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -27953.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27973.511719 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -27973.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27994.173828 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -27994.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28009.986328 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -28009.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28025.107422 Penalty: 2793.081055
	Iteration 8Q: 3 clusters Score -28025.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28039.501953 Penalty: 2793.081055
	Iteration 9Q: 3 clusters Score -28039.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28053.160156 Penalty: 2793.081055
	Iteration 10Q: 3 clusters Score -28053.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28053.160156 Penalty: 2793.081055
	Iteration 11F: 3 clusters Score -28053.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -71268.179688 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -71268.18 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 322 members 
Entering Unmasked Estep 
Score: -69650.468750 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -69650.47 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69964.351562 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -69964.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70073.882812 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -70073.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70161.476562 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -70161.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70248.023438 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -70248.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -70360.882812 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -70360.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70482.851562 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -70482.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70695.265625 Penalty: 3217.891357
	Iteration 7F: 3 clusters Score -70695.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70874.867188 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -70874.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -70966.257812 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -70966.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71030.148438 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -71030.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71053.203125 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -71053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -71070.351562 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -71070.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71117.289062 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -71117.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -71178.492188 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -71178.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71219.718750 Penalty: 3217.891357
	Iteration 15Q: 3 clusters Score -71219.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71226.015625 Penalty: 3217.891357
	Iteration 16Q: 3 clusters Score -71226.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71233.781250 Penalty: 3217.891357
	Iteration 17Q: 3 clusters Score -71233.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71240.226562 Penalty: 3217.891357
	Iteration 18Q: 3 clusters Score -71240.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71254.609375 Penalty: 3217.891357
	Iteration 19Q: 3 clusters Score -71254.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71268.710938 Penalty: 3217.891357
	Iteration 20F: 3 clusters Score -71268.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71273.390625 Penalty: 3217.891357
	Iteration 21Q: 3 clusters Score -71273.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71273.390625 Penalty: 3217.891357
	Iteration 22F: 3 clusters Score -71273.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146697 members 
Mstep: Class 3 contains 5414 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174547 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4719 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6909 members 
Mstep: Class 10 contains 153970 members 
Mstep: Class 11 contains 70003 members 
Mstep: Class 12 contains 163066 members 
Mstep: Class 13 contains 8733 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 144890 members 
Mstep: Class 16 contains 61926 members 
Mstep: Class 17 contains 4239 members 
Mstep: Class 18 contains 33388 members 
Mstep: Class 19 contains 159619 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144528 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 372 members 
Mstep: Class 25 contains 285 members 
Entering Unmasked Estep 
Score: -161322656.000000 Penalty: 87239.546875
Splitting cluster 24 changes total score from -161324592.000000 to -161322656.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146697 members 
Mstep: Class 3 contains 5414 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174547 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4719 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6909 members 
Mstep: Class 10 contains 153970 members 
Mstep: Class 11 contains 70003 members 
Mstep: Class 12 contains 163066 members 
Mstep: Class 13 contains 8733 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 144890 members 
Mstep: Class 16 contains 61926 members 
Mstep: Class 17 contains 4239 members 
Mstep: Class 18 contains 33388 members 
Mstep: Class 19 contains 159619 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144528 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324368.000000 Penalty: 83749.968750
Iteration 199Q: 25 clusters Score -1.613244e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146722 members 
Mstep: Class 3 contains 5421 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174508 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6897 members 
Mstep: Class 10 contains 153990 members 
Mstep: Class 11 contains 70005 members 
Mstep: Class 12 contains 163081 members 
Mstep: Class 13 contains 8735 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 144921 members 
Mstep: Class 16 contains 61850 members 
Mstep: Class 17 contains 4239 members 
Mstep: Class 18 contains 33465 members 
Mstep: Class 19 contains 159548 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144559 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324080.000000 Penalty: 83749.968750
Iteration 200F: 25 clusters Score -1.613241e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146734 members 
Mstep: Class 3 contains 5430 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174462 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 154048 members 
Mstep: Class 11 contains 70014 members 
Mstep: Class 12 contains 163091 members 
Mstep: Class 13 contains 8730 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 144965 members 
Mstep: Class 16 contains 61766 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 18 contains 33540 members 
Mstep: Class 19 contains 159475 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144573 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324000.000000 Penalty: 83749.968750
Iteration 201Q: 25 clusters Score -1.61324e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146764 members 
Mstep: Class 3 contains 5437 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174421 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4687 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 154078 members 
Mstep: Class 11 contains 70032 members 
Mstep: Class 12 contains 163097 members 
Mstep: Class 13 contains 8731 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 145002 members 
Mstep: Class 16 contains 61693 members 
Mstep: Class 17 contains 4236 members 
Mstep: Class 18 contains 33602 members 
Mstep: Class 19 contains 159394 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144604 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323984.000000 Penalty: 83749.968750
Iteration 202Q: 25 clusters Score -1.61324e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146777 members 
Mstep: Class 3 contains 5450 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174387 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4678 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 10 contains 154080 members 
Mstep: Class 11 contains 70050 members 
Mstep: Class 12 contains 163122 members 
Mstep: Class 13 contains 8729 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 145045 members 
Mstep: Class 16 contains 61622 members 
Mstep: Class 17 contains 4236 members 
Mstep: Class 18 contains 33660 members 
Mstep: Class 19 contains 159319 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144635 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323936.000000 Penalty: 83749.968750
Iteration 203Q: 25 clusters Score -1.613239e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146773 members 
Mstep: Class 3 contains 5460 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174345 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4663 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6846 members 
Mstep: Class 10 contains 154088 members 
Mstep: Class 11 contains 70071 members 
Mstep: Class 12 contains 163145 members 
Mstep: Class 13 contains 8725 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 145093 members 
Mstep: Class 16 contains 61556 members 
Mstep: Class 17 contains 4235 members 
Mstep: Class 18 contains 33715 members 
Mstep: Class 19 contains 159264 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144670 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324032.000000 Penalty: 83749.968750
Iteration 204Q: 25 clusters Score -1.61324e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146778 members 
Mstep: Class 3 contains 5466 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174301 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4648 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6828 members 
Mstep: Class 10 contains 154096 members 
Mstep: Class 11 contains 70089 members 
Mstep: Class 12 contains 163141 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 145126 members 
Mstep: Class 16 contains 61501 members 
Mstep: Class 17 contains 4235 members 
Mstep: Class 18 contains 33761 members 
Mstep: Class 19 contains 159241 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144717 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324000.000000 Penalty: 83749.968750
Iteration 205Q: 25 clusters Score -1.61324e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146813 members 
Mstep: Class 3 contains 5475 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174266 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 10 contains 154114 members 
Mstep: Class 11 contains 70106 members 
Mstep: Class 12 contains 163121 members 
Mstep: Class 13 contains 8725 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 145143 members 
Mstep: Class 16 contains 61452 members 
Mstep: Class 17 contains 4232 members 
Mstep: Class 18 contains 33814 members 
Mstep: Class 19 contains 159199 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144745 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323840.000000 Penalty: 83749.968750
Iteration 206Q: 25 clusters Score -1.613238e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146854 members 
Mstep: Class 3 contains 5490 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174245 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4609 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6811 members 
Mstep: Class 10 contains 154112 members 
Mstep: Class 11 contains 70136 members 
Mstep: Class 12 contains 163077 members 
Mstep: Class 13 contains 8727 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 145171 members 
Mstep: Class 16 contains 61402 members 
Mstep: Class 17 contains 4229 members 
Mstep: Class 18 contains 33867 members 
Mstep: Class 19 contains 159155 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144767 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324080.000000 Penalty: 83749.968750
Iteration 207Q: 25 clusters Score -1.613241e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146912 members 
Mstep: Class 3 contains 5498 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174213 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4590 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6808 members 
Mstep: Class 10 contains 154116 members 
Mstep: Class 11 contains 70155 members 
Mstep: Class 12 contains 163047 members 
Mstep: Class 13 contains 8729 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 145191 members 
Mstep: Class 16 contains 61331 members 
Mstep: Class 17 contains 4229 members 
Mstep: Class 18 contains 33929 members 
Mstep: Class 19 contains 159131 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144773 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324192.000000 Penalty: 83749.968750
Iteration 208Q: 25 clusters Score -1.613242e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 146981 members 
Mstep: Class 3 contains 5502 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174193 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4578 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6796 members 
Mstep: Class 10 contains 154102 members 
Mstep: Class 11 contains 70176 members 
Mstep: Class 12 contains 163048 members 
Mstep: Class 13 contains 8726 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 145194 members 
Mstep: Class 16 contains 61275 members 
Mstep: Class 17 contains 4229 members 
Mstep: Class 18 contains 33984 members 
Mstep: Class 19 contains 159090 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144778 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324208.000000 Penalty: 83749.968750
Iteration 209Q: 25 clusters Score -1.613242e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147036 members 
Mstep: Class 3 contains 5515 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174183 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6782 members 
Mstep: Class 10 contains 154115 members 
Mstep: Class 11 contains 70194 members 
Mstep: Class 12 contains 163050 members 
Mstep: Class 13 contains 8728 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 145184 members 
Mstep: Class 16 contains 61219 members 
Mstep: Class 17 contains 4227 members 
Mstep: Class 18 contains 34023 members 
Mstep: Class 19 contains 159048 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144783 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324128.000000 Penalty: 83749.968750
Iteration 210Q: 25 clusters Score -1.613241e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147095 members 
Mstep: Class 3 contains 5525 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174155 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4553 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6773 members 
Mstep: Class 10 contains 154120 members 
Mstep: Class 11 contains 70218 members 
Mstep: Class 12 contains 163056 members 
Mstep: Class 13 contains 8731 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 145201 members 
Mstep: Class 16 contains 61173 members 
Mstep: Class 17 contains 4225 members 
Mstep: Class 18 contains 34059 members 
Mstep: Class 19 contains 158986 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144783 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324256.000000 Penalty: 83749.968750
Iteration 211Q: 25 clusters Score -1.613243e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147154 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174131 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4539 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6771 members 
Mstep: Class 10 contains 154131 members 
Mstep: Class 11 contains 70233 members 
Mstep: Class 12 contains 163069 members 
Mstep: Class 13 contains 8735 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 145200 members 
Mstep: Class 16 contains 61136 members 
Mstep: Class 17 contains 4221 members 
Mstep: Class 18 contains 34089 members 
Mstep: Class 19 contains 158930 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144786 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324272.000000 Penalty: 83749.968750
Iteration 212Q: 25 clusters Score -1.613243e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 147225 members 
Mstep: Class 3 contains 5537 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174109 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4527 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6760 members 
Mstep: Class 10 contains 154109 members 
Mstep: Class 11 contains 70251 members 
Mstep: Class 12 contains 163104 members 
Mstep: Class 13 contains 8734 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 145186 members 
Mstep: Class 16 contains 61099 members 
Mstep: Class 17 contains 4221 members 
Mstep: Class 18 contains 34121 members 
Mstep: Class 19 contains 158884 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144788 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324032.000000 Penalty: 83749.968750
Iteration 213Q: 25 clusters Score -1.61324e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 147300 members 
Mstep: Class 3 contains 5545 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174095 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6753 members 
Mstep: Class 10 contains 154075 members 
Mstep: Class 11 contains 70264 members 
Mstep: Class 12 contains 163097 members 
Mstep: Class 13 contains 8739 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 145199 members 
Mstep: Class 16 contains 61056 members 
Mstep: Class 17 contains 4221 members 
Mstep: Class 18 contains 34152 members 
Mstep: Class 19 contains 158848 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144794 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323984.000000 Penalty: 83749.968750
Iteration 214Q: 25 clusters Score -1.61324e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 147366 members 
Mstep: Class 3 contains 5553 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174083 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4512 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6732 members 
Mstep: Class 10 contains 154062 members 
Mstep: Class 11 contains 70293 members 
Mstep: Class 12 contains 163053 members 
Mstep: Class 13 contains 8739 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 145219 members 
Mstep: Class 16 contains 61013 members 
Mstep: Class 17 contains 4220 members 
Mstep: Class 18 contains 34179 members 
Mstep: Class 19 contains 158822 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144809 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323840.000000 Penalty: 83749.968750
Iteration 215Q: 25 clusters Score -1.613238e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 147431 members 
Mstep: Class 3 contains 5554 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174064 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4506 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6721 members 
Mstep: Class 10 contains 154086 members 
Mstep: Class 11 contains 70311 members 
Mstep: Class 12 contains 162999 members 
Mstep: Class 13 contains 8736 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 145238 members 
Mstep: Class 16 contains 60975 members 
Mstep: Class 17 contains 4220 members 
Mstep: Class 18 contains 34218 members 
Mstep: Class 19 contains 158772 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144824 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323696.000000 Penalty: 83749.968750
Iteration 216Q: 25 clusters Score -1.613237e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 147471 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174038 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4493 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 154118 members 
Mstep: Class 11 contains 70327 members 
Mstep: Class 12 contains 162930 members 
Mstep: Class 13 contains 8732 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 145276 members 
Mstep: Class 16 contains 60947 members 
Mstep: Class 17 contains 4218 members 
Mstep: Class 18 contains 34253 members 
Mstep: Class 19 contains 158745 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144841 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323584.000000 Penalty: 83749.968750
Iteration 217Q: 25 clusters Score -1.613236e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 147492 members 
Mstep: Class 3 contains 5563 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 174025 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6691 members 
Mstep: Class 10 contains 154140 members 
Mstep: Class 11 contains 70346 members 
Mstep: Class 12 contains 162811 members 
Mstep: Class 13 contains 8733 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 145327 members 
Mstep: Class 16 contains 60913 members 
Mstep: Class 17 contains 4220 members 
Mstep: Class 18 contains 34290 members 
Mstep: Class 19 contains 158735 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144886 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323504.000000 Penalty: 83749.968750
Iteration 218Q: 25 clusters Score -1.613235e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 147525 members 
Mstep: Class 3 contains 5561 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173989 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6672 members 
Mstep: Class 10 contains 154174 members 
Mstep: Class 11 contains 70358 members 
Mstep: Class 12 contains 162701 members 
Mstep: Class 13 contains 8736 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 145383 members 
Mstep: Class 16 contains 60876 members 
Mstep: Class 17 contains 4218 members 
Mstep: Class 18 contains 34330 members 
Mstep: Class 19 contains 158732 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144928 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323488.000000 Penalty: 83749.968750
Iteration 219Q: 25 clusters Score -1.613235e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 147542 members 
Mstep: Class 3 contains 5559 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173954 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 154239 members 
Mstep: Class 11 contains 70371 members 
Mstep: Class 12 contains 162614 members 
Mstep: Class 13 contains 8737 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 145445 members 
Mstep: Class 16 contains 60844 members 
Mstep: Class 17 contains 4217 members 
Mstep: Class 18 contains 34360 members 
Mstep: Class 19 contains 158709 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144947 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323552.000000 Penalty: 83749.968750
Iteration 220F: 25 clusters Score -1.613236e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 147546 members 
Mstep: Class 3 contains 5556 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173910 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4456 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6639 members 
Mstep: Class 10 contains 154319 members 
Mstep: Class 11 contains 70403 members 
Mstep: Class 12 contains 162502 members 
Mstep: Class 13 contains 8739 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 145531 members 
Mstep: Class 16 contains 60829 members 
Mstep: Class 17 contains 4213 members 
Mstep: Class 18 contains 34381 members 
Mstep: Class 19 contains 158659 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144972 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323632.000000 Penalty: 83749.968750
Iteration 221Q: 25 clusters Score -1.613236e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 147568 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173874 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4455 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6625 members 
Mstep: Class 10 contains 154370 members 
Mstep: Class 11 contains 70427 members 
Mstep: Class 12 contains 162421 members 
Mstep: Class 13 contains 8739 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 145585 members 
Mstep: Class 16 contains 60801 members 
Mstep: Class 17 contains 4209 members 
Mstep: Class 18 contains 34407 members 
Mstep: Class 19 contains 158624 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 144992 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323648.000000 Penalty: 83749.968750
Iteration 222Q: 25 clusters Score -1.613236e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147606 members 
Mstep: Class 3 contains 5554 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173831 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4452 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 154396 members 
Mstep: Class 11 contains 70458 members 
Mstep: Class 12 contains 162373 members 
Mstep: Class 13 contains 8740 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 145629 members 
Mstep: Class 16 contains 60774 members 
Mstep: Class 17 contains 4211 members 
Mstep: Class 18 contains 34438 members 
Mstep: Class 19 contains 158559 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145018 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323648.000000 Penalty: 83749.968750
Iteration 223Q: 25 clusters Score -1.613236e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147628 members 
Mstep: Class 3 contains 5551 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4448 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6607 members 
Mstep: Class 10 contains 154422 members 
Mstep: Class 11 contains 70481 members 
Mstep: Class 12 contains 162358 members 
Mstep: Class 13 contains 8741 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 145659 members 
Mstep: Class 16 contains 60755 members 
Mstep: Class 17 contains 4210 members 
Mstep: Class 18 contains 34462 members 
Mstep: Class 19 contains 158500 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145032 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323584.000000 Penalty: 83749.968750
Iteration 224Q: 25 clusters Score -1.613236e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147643 members 
Mstep: Class 3 contains 5549 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173773 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4444 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6596 members 
Mstep: Class 10 contains 154449 members 
Mstep: Class 11 contains 70500 members 
Mstep: Class 12 contains 162335 members 
Mstep: Class 13 contains 8745 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 145685 members 
Mstep: Class 16 contains 60739 members 
Mstep: Class 17 contains 4209 members 
Mstep: Class 18 contains 34477 members 
Mstep: Class 19 contains 158450 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145060 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323632.000000 Penalty: 83749.968750
Iteration 225Q: 25 clusters Score -1.613236e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147657 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173724 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4443 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6584 members 
Mstep: Class 10 contains 154481 members 
Mstep: Class 11 contains 70529 members 
Mstep: Class 12 contains 162270 members 
Mstep: Class 13 contains 8746 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 145726 members 
Mstep: Class 16 contains 60716 members 
Mstep: Class 17 contains 4208 members 
Mstep: Class 18 contains 34503 members 
Mstep: Class 19 contains 158421 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145103 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323600.000000 Penalty: 83749.968750
Iteration 226Q: 25 clusters Score -1.613236e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147666 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173671 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6570 members 
Mstep: Class 10 contains 154512 members 
Mstep: Class 11 contains 70550 members 
Mstep: Class 12 contains 162204 members 
Mstep: Class 13 contains 8746 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 145771 members 
Mstep: Class 16 contains 60709 members 
Mstep: Class 17 contains 4209 members 
Mstep: Class 18 contains 34530 members 
Mstep: Class 19 contains 158395 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145140 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323536.000000 Penalty: 83749.968750
Iteration 227Q: 25 clusters Score -1.613235e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147664 members 
Mstep: Class 3 contains 5541 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173626 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4428 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6557 members 
Mstep: Class 10 contains 154548 members 
Mstep: Class 11 contains 70567 members 
Mstep: Class 12 contains 162136 members 
Mstep: Class 13 contains 8751 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 145817 members 
Mstep: Class 16 contains 60706 members 
Mstep: Class 17 contains 4208 members 
Mstep: Class 18 contains 34553 members 
Mstep: Class 19 contains 158358 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145193 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323296.000000 Penalty: 83749.968750
Iteration 228Q: 25 clusters Score -1.613233e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147680 members 
Mstep: Class 3 contains 5540 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173581 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4419 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6542 members 
Mstep: Class 10 contains 154558 members 
Mstep: Class 11 contains 70588 members 
Mstep: Class 12 contains 162062 members 
Mstep: Class 13 contains 8755 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 145876 members 
Mstep: Class 16 contains 60701 members 
Mstep: Class 17 contains 4208 members 
Mstep: Class 18 contains 34578 members 
Mstep: Class 19 contains 158335 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145230 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323440.000000 Penalty: 83749.968750
Iteration 229Q: 25 clusters Score -1.613234e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147708 members 
Mstep: Class 3 contains 5539 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173544 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6536 members 
Mstep: Class 10 contains 154583 members 
Mstep: Class 11 contains 70608 members 
Mstep: Class 12 contains 161972 members 
Mstep: Class 13 contains 8761 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 145926 members 
Mstep: Class 16 contains 60689 members 
Mstep: Class 17 contains 4207 members 
Mstep: Class 18 contains 34602 members 
Mstep: Class 19 contains 158297 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145267 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323184.000000 Penalty: 83749.968750
Iteration 230Q: 25 clusters Score -1.613232e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147715 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173495 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6532 members 
Mstep: Class 10 contains 154609 members 
Mstep: Class 11 contains 70623 members 
Mstep: Class 12 contains 161909 members 
Mstep: Class 13 contains 8765 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 145983 members 
Mstep: Class 16 contains 60666 members 
Mstep: Class 17 contains 4206 members 
Mstep: Class 18 contains 34630 members 
Mstep: Class 19 contains 158257 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145316 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323152.000000 Penalty: 83749.968750
Iteration 231Q: 25 clusters Score -1.613232e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147722 members 
Mstep: Class 3 contains 5532 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173476 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6524 members 
Mstep: Class 10 contains 154583 members 
Mstep: Class 11 contains 70654 members 
Mstep: Class 12 contains 161850 members 
Mstep: Class 13 contains 8766 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 146034 members 
Mstep: Class 16 contains 60651 members 
Mstep: Class 17 contains 4203 members 
Mstep: Class 18 contains 34644 members 
Mstep: Class 19 contains 158233 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145370 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323136.000000 Penalty: 83749.968750
Iteration 232Q: 25 clusters Score -1.613231e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147729 members 
Mstep: Class 3 contains 5528 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173457 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6512 members 
Mstep: Class 10 contains 154584 members 
Mstep: Class 11 contains 70680 members 
Mstep: Class 12 contains 161803 members 
Mstep: Class 13 contains 8767 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 146086 members 
Mstep: Class 16 contains 60640 members 
Mstep: Class 17 contains 4202 members 
Mstep: Class 18 contains 34654 members 
Mstep: Class 19 contains 158195 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145406 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323184.000000 Penalty: 83749.968750
Iteration 233Q: 25 clusters Score -1.613232e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147731 members 
Mstep: Class 3 contains 5523 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173440 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6491 members 
Mstep: Class 10 contains 154579 members 
Mstep: Class 11 contains 70709 members 
Mstep: Class 12 contains 161738 members 
Mstep: Class 13 contains 8770 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 146133 members 
Mstep: Class 16 contains 60629 members 
Mstep: Class 17 contains 4202 members 
Mstep: Class 18 contains 34664 members 
Mstep: Class 19 contains 158198 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145437 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323424.000000 Penalty: 83749.968750
Iteration 234Q: 25 clusters Score -1.613234e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147742 members 
Mstep: Class 3 contains 5521 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173415 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6475 members 
Mstep: Class 10 contains 154574 members 
Mstep: Class 11 contains 70727 members 
Mstep: Class 12 contains 161696 members 
Mstep: Class 13 contains 8769 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 146189 members 
Mstep: Class 16 contains 60611 members 
Mstep: Class 17 contains 4201 members 
Mstep: Class 18 contains 34686 members 
Mstep: Class 19 contains 158183 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145455 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323328.000000 Penalty: 83749.968750
Iteration 235Q: 25 clusters Score -1.613233e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147750 members 
Mstep: Class 3 contains 5519 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173387 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6462 members 
Mstep: Class 10 contains 154542 members 
Mstep: Class 11 contains 70740 members 
Mstep: Class 12 contains 161674 members 
Mstep: Class 13 contains 8770 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 146224 members 
Mstep: Class 16 contains 60598 members 
Mstep: Class 17 contains 4200 members 
Mstep: Class 18 contains 34700 members 
Mstep: Class 19 contains 158201 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145477 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323360.000000 Penalty: 83749.968750
Iteration 236Q: 25 clusters Score -1.613234e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147756 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173369 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 154533 members 
Mstep: Class 11 contains 70750 members 
Mstep: Class 12 contains 161631 members 
Mstep: Class 13 contains 8774 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146270 members 
Mstep: Class 16 contains 60582 members 
Mstep: Class 17 contains 4198 members 
Mstep: Class 18 contains 34717 members 
Mstep: Class 19 contains 158216 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145483 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323264.000000 Penalty: 83749.968750
Iteration 237Q: 25 clusters Score -1.613233e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147759 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173376 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6421 members 
Mstep: Class 10 contains 154505 members 
Mstep: Class 11 contains 70768 members 
Mstep: Class 12 contains 161569 members 
Mstep: Class 13 contains 8780 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146340 members 
Mstep: Class 16 contains 60575 members 
Mstep: Class 17 contains 4195 members 
Mstep: Class 18 contains 34726 members 
Mstep: Class 19 contains 158214 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145499 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323248.000000 Penalty: 83749.968750
Iteration 238Q: 25 clusters Score -1.613232e+08 nChanged 618
Entering ConstructFrom: 
Score: -161323248.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (4177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Entering Unmasked Estep 
Score: -516732.406250 Penalty: 2067.662598
	Iteration 0F: 2 clusters Score -516732.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -512768.437500 Penalty: 4135.325195
	Iteration 0F: 3 clusters Score -512768.4 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -513688.656250 Penalty: 4135.325195
	Iteration 1F: 3 clusters Score -513688.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -513884.218750 Penalty: 4135.325195
	Iteration 2F: 3 clusters Score -513884.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -514015.312500 Penalty: 4135.325195
	Iteration 3Q: 3 clusters Score -514015.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -514127.500000 Penalty: 4135.325195
	Iteration 4Q: 3 clusters Score -514127.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -514246.250000 Penalty: 4135.325195
	Iteration 5Q: 3 clusters Score -514246.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -514377.500000 Penalty: 4135.325195
	Iteration 6Q: 3 clusters Score -514377.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -514475.187500 Penalty: 4135.325195
	Iteration 7Q: 3 clusters Score -514475.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -514567.562500 Penalty: 4135.325195
	Iteration 8Q: 3 clusters Score -514567.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -514666.125000 Penalty: 4135.325195
	Iteration 9Q: 3 clusters Score -514666.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -514775.531250 Penalty: 4135.325195
	Iteration 10Q: 3 clusters Score -514775.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -514879.875000 Penalty: 4135.325195
	Iteration 11Q: 3 clusters Score -514879.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -515002.531250 Penalty: 4135.325195
	Iteration 12Q: 3 clusters Score -515002.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -515109.031250 Penalty: 4135.325195
	Iteration 13Q: 3 clusters Score -515109 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -515213.125000 Penalty: 4135.325195
	Iteration 14Q: 3 clusters Score -515213.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -515310.437500 Penalty: 4135.325195
	Iteration 15Q: 3 clusters Score -515310.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -515411.031250 Penalty: 4135.325195
	Iteration 16Q: 3 clusters Score -515411 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -515500.312500 Penalty: 4135.325195
	Iteration 17Q: 3 clusters Score -515500.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -515570.968750 Penalty: 4135.325195
	Iteration 18Q: 3 clusters Score -515571 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -515615.656250 Penalty: 4135.325195
	Iteration 19Q: 3 clusters Score -515615.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -515653.687500 Penalty: 4135.325195
	Iteration 20F: 3 clusters Score -515653.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -515690.687500 Penalty: 4135.325195
	Iteration 21Q: 3 clusters Score -515690.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -515715.375000 Penalty: 4135.325195
	Iteration 22Q: 3 clusters Score -515715.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -515731.187500 Penalty: 4135.325195
	Iteration 23Q: 3 clusters Score -515731.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -515737.781250 Penalty: 4135.325195
	Iteration 24Q: 3 clusters Score -515737.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -515739.968750 Penalty: 4135.325195
	Iteration 25Q: 3 clusters Score -515740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -515744.406250 Penalty: 4135.325195
	Iteration 26Q: 3 clusters Score -515744.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -515747.906250 Penalty: 4135.325195
	Iteration 27Q: 3 clusters Score -515747.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -515749.281250 Penalty: 4135.325195
	Iteration 28Q: 3 clusters Score -515749.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -515750.593750 Penalty: 4135.325195
	Iteration 29Q: 3 clusters Score -515750.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -515753.593750 Penalty: 4135.325195
	Iteration 30Q: 3 clusters Score -515753.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -515754.718750 Penalty: 4135.325195
	Iteration 31Q: 3 clusters Score -515754.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -515754.718750 Penalty: 4135.325195
	Iteration 32F: 3 clusters Score -515754.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (147762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147762 members 
Entering Unmasked Estep 
Score: -18898956.000000 Penalty: 2952.032959
	Iteration 0F: 2 clusters Score -1.889896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 73857 members 
Entering Unmasked Estep 
Score: -18803068.000000 Penalty: 5904.065918
	Iteration 0F: 3 clusters Score -1.880307e+07 nChanged 70505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75586 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -18844600.000000 Penalty: 5904.065918
	Iteration 1F: 3 clusters Score -1.88446e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -18846056.000000 Penalty: 5904.065918
	Iteration 2Q: 3 clusters Score -1.884606e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -18848080.000000 Penalty: 5904.065918
	Iteration 3Q: 3 clusters Score -1.884808e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -18851134.000000 Penalty: 5904.065918
	Iteration 4Q: 3 clusters Score -1.885113e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86543 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -18855814.000000 Penalty: 5904.065918
	Iteration 5F: 3 clusters Score -1.885581e+07 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -18862106.000000 Penalty: 5904.065918
	Iteration 6F: 3 clusters Score -1.886211e+07 nChanged 10155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98543 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -18870244.000000 Penalty: 5904.065918
	Iteration 7F: 3 clusters Score -1.887024e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104147 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -18877874.000000 Penalty: 5904.065918
	Iteration 8F: 3 clusters Score -1.887787e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -18883086.000000 Penalty: 5904.065918
	Iteration 9F: 3 clusters Score -1.888309e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111242 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -18885362.000000 Penalty: 5904.065918
	Iteration 10Q: 3 clusters Score -1.888536e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113843 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -18886548.000000 Penalty: 5904.065918
	Iteration 11Q: 3 clusters Score -1.888655e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116193 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -18887376.000000 Penalty: 5904.065918
	Iteration 12Q: 3 clusters Score -1.888738e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118478 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -18888156.000000 Penalty: 5904.065918
	Iteration 13Q: 3 clusters Score -1.888816e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120685 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -18888920.000000 Penalty: 5904.065918
	Iteration 14Q: 3 clusters Score -1.888892e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122852 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -18889652.000000 Penalty: 5904.065918
	Iteration 15Q: 3 clusters Score -1.888965e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124913 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -18890392.000000 Penalty: 5904.065918
	Iteration 16Q: 3 clusters Score -1.889039e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126849 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -18891006.000000 Penalty: 5904.065918
	Iteration 17Q: 3 clusters Score -1.889101e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128717 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -18891626.000000 Penalty: 5904.065918
	Iteration 18Q: 3 clusters Score -1.889163e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130488 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -18892290.000000 Penalty: 5904.065918
	Iteration 19Q: 3 clusters Score -1.889229e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132186 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -18892952.000000 Penalty: 5904.065918
	Iteration 20F: 3 clusters Score -1.889295e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133783 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -18893506.000000 Penalty: 5904.065918
	Iteration 21Q: 3 clusters Score -1.889351e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135254 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -18894022.000000 Penalty: 5904.065918
	Iteration 22Q: 3 clusters Score -1.889402e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136624 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -18894486.000000 Penalty: 5904.065918
	Iteration 23Q: 3 clusters Score -1.889449e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137916 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -18894996.000000 Penalty: 5904.065918
	Iteration 24Q: 3 clusters Score -1.8895e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139090 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -18895420.000000 Penalty: 5904.065918
	Iteration 25Q: 3 clusters Score -1.889542e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140117 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -18895758.000000 Penalty: 5904.065918
	Iteration 26Q: 3 clusters Score -1.889576e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141022 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -18896132.000000 Penalty: 5904.065918
	Iteration 27Q: 3 clusters Score -1.889613e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141777 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -18896264.000000 Penalty: 5904.065918
	Iteration 28Q: 3 clusters Score -1.889626e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142435 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -18896436.000000 Penalty: 5904.065918
	Iteration 29Q: 3 clusters Score -1.889644e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142975 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -18896444.000000 Penalty: 5904.065918
	Iteration 30Q: 3 clusters Score -1.889644e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143438 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -18896514.000000 Penalty: 5904.065918
	Iteration 31Q: 3 clusters Score -1.889651e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143813 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -18896594.000000 Penalty: 5904.065918
	Iteration 32Q: 3 clusters Score -1.889659e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144123 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -18896648.000000 Penalty: 5904.065918
	Iteration 33Q: 3 clusters Score -1.889665e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144388 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -18896642.000000 Penalty: 5904.065918
	Iteration 34Q: 3 clusters Score -1.889664e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144574 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -18896652.000000 Penalty: 5904.065918
	Iteration 35Q: 3 clusters Score -1.889665e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144732 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -18896698.000000 Penalty: 5904.065918
	Iteration 36Q: 3 clusters Score -1.88967e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144872 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -18896728.000000 Penalty: 5904.065918
	Iteration 37Q: 3 clusters Score -1.889673e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145001 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -18896750.000000 Penalty: 5904.065918
	Iteration 38Q: 3 clusters Score -1.889675e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145105 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -18896750.000000 Penalty: 5904.065918
	Iteration 39Q: 3 clusters Score -1.889675e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145178 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -18896758.000000 Penalty: 5904.065918
	Iteration 40F: 3 clusters Score -1.889676e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145232 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -18896762.000000 Penalty: 5904.065918
	Iteration 41Q: 3 clusters Score -1.889676e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145293 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -18896764.000000 Penalty: 5904.065918
	Iteration 42Q: 3 clusters Score -1.889676e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145335 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -18896752.000000 Penalty: 5904.065918
	Iteration 43Q: 3 clusters Score -1.889675e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145373 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -18896786.000000 Penalty: 5904.065918
	Iteration 44Q: 3 clusters Score -1.889679e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145410 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -18896804.000000 Penalty: 5904.065918
	Iteration 45Q: 3 clusters Score -1.88968e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145435 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -18896806.000000 Penalty: 5904.065918
	Iteration 46Q: 3 clusters Score -1.889681e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145458 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -18896798.000000 Penalty: 5904.065918
	Iteration 47Q: 3 clusters Score -1.88968e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145485 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -18896766.000000 Penalty: 5904.065918
	Iteration 48Q: 3 clusters Score -1.889677e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145518 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -18896752.000000 Penalty: 5904.065918
	Iteration 49Q: 3 clusters Score -1.889675e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145551 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -18896780.000000 Penalty: 5904.065918
	Iteration 50Q: 3 clusters Score -1.889678e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145583 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -18896788.000000 Penalty: 5904.065918
	Iteration 51Q: 3 clusters Score -1.889679e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145621 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -18896798.000000 Penalty: 5904.065918
	Iteration 52Q: 3 clusters Score -1.88968e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145653 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -18896826.000000 Penalty: 5904.065918
	Iteration 53Q: 3 clusters Score -1.889683e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145684 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -18896830.000000 Penalty: 5904.065918
	Iteration 54Q: 3 clusters Score -1.889683e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145713 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -18896854.000000 Penalty: 5904.065918
	Iteration 55Q: 3 clusters Score -1.889685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145736 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -18896860.000000 Penalty: 5904.065918
	Iteration 56Q: 3 clusters Score -1.889686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145758 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -18896860.000000 Penalty: 5904.065918
	Iteration 57Q: 3 clusters Score -1.889686e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145781 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -18896872.000000 Penalty: 5904.065918
	Iteration 58Q: 3 clusters Score -1.889687e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145799 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -18896886.000000 Penalty: 5904.065918
	Iteration 59Q: 3 clusters Score -1.889689e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145815 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -18896872.000000 Penalty: 5904.065918
	Iteration 60F: 3 clusters Score -1.889687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145828 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -18896858.000000 Penalty: 5904.065918
	Iteration 61Q: 3 clusters Score -1.889686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145837 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -18896870.000000 Penalty: 5904.065918
	Iteration 62Q: 3 clusters Score -1.889687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145842 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -18896874.000000 Penalty: 5904.065918
	Iteration 63Q: 3 clusters Score -1.889687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145846 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -18896882.000000 Penalty: 5904.065918
	Iteration 64Q: 3 clusters Score -1.889688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145848 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -18896890.000000 Penalty: 5904.065918
	Iteration 65Q: 3 clusters Score -1.889689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145851 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -18896882.000000 Penalty: 5904.065918
	Iteration 66Q: 3 clusters Score -1.889688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145851 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -18896882.000000 Penalty: 5904.065918
	Iteration 67F: 3 clusters Score -1.889688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Entering Unmasked Estep 
Score: -699331.375000 Penalty: 2136.576172
	Iteration 0F: 2 clusters Score -699331.4 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 2812 members 
Entering Unmasked Estep 
Score: -694502.062500 Penalty: 4273.152344
	Iteration 0F: 3 clusters Score -694502.1 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -695689.250000 Penalty: 4273.152344
	Iteration 1F: 3 clusters Score -695689.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -695884.937500 Penalty: 4273.152344
	Iteration 2F: 3 clusters Score -695884.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -696012.500000 Penalty: 4273.152344
	Iteration 3Q: 3 clusters Score -696012.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -696117.500000 Penalty: 4273.152344
	Iteration 4Q: 3 clusters Score -696117.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -696198.312500 Penalty: 4273.152344
	Iteration 5Q: 3 clusters Score -696198.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -696258.687500 Penalty: 4273.152344
	Iteration 6Q: 3 clusters Score -696258.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -696314.000000 Penalty: 4273.152344
	Iteration 7Q: 3 clusters Score -696314 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -696368.625000 Penalty: 4273.152344
	Iteration 8Q: 3 clusters Score -696368.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -696401.500000 Penalty: 4273.152344
	Iteration 9Q: 3 clusters Score -696401.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -696426.937500 Penalty: 4273.152344
	Iteration 10Q: 3 clusters Score -696426.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -696454.250000 Penalty: 4273.152344
	Iteration 11Q: 3 clusters Score -696454.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -696492.750000 Penalty: 4273.152344
	Iteration 12Q: 3 clusters Score -696492.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -696536.187500 Penalty: 4273.152344
	Iteration 13Q: 3 clusters Score -696536.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -696578.250000 Penalty: 4273.152344
	Iteration 14Q: 3 clusters Score -696578.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -696623.000000 Penalty: 4273.152344
	Iteration 15Q: 3 clusters Score -696623 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -696660.125000 Penalty: 4273.152344
	Iteration 16Q: 3 clusters Score -696660.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -696693.562500 Penalty: 4273.152344
	Iteration 17Q: 3 clusters Score -696693.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -696730.875000 Penalty: 4273.152344
	Iteration 18Q: 3 clusters Score -696730.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -696768.750000 Penalty: 4273.152344
	Iteration 19Q: 3 clusters Score -696768.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -696799.125000 Penalty: 4273.152344
	Iteration 20F: 3 clusters Score -696799.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -696829.687500 Penalty: 4273.152344
	Iteration 21Q: 3 clusters Score -696829.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -696865.437500 Penalty: 4273.152344
	Iteration 22Q: 3 clusters Score -696865.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -696910.250000 Penalty: 4273.152344
	Iteration 23Q: 3 clusters Score -696910.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -696948.937500 Penalty: 4273.152344
	Iteration 24Q: 3 clusters Score -696948.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -696980.250000 Penalty: 4273.152344
	Iteration 25Q: 3 clusters Score -696980.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -697013.812500 Penalty: 4273.152344
	Iteration 26Q: 3 clusters Score -697013.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -697051.250000 Penalty: 4273.152344
	Iteration 27Q: 3 clusters Score -697051.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -697087.125000 Penalty: 4273.152344
	Iteration 28Q: 3 clusters Score -697087.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -697113.187500 Penalty: 4273.152344
	Iteration 29Q: 3 clusters Score -697113.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -697133.687500 Penalty: 4273.152344
	Iteration 30Q: 3 clusters Score -697133.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -697156.937500 Penalty: 4273.152344
	Iteration 31Q: 3 clusters Score -697156.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -697179.812500 Penalty: 4273.152344
	Iteration 32Q: 3 clusters Score -697179.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -697201.812500 Penalty: 4273.152344
	Iteration 33Q: 3 clusters Score -697201.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -697228.062500 Penalty: 4273.152344
	Iteration 34Q: 3 clusters Score -697228.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -697263.750000 Penalty: 4273.152344
	Iteration 35Q: 3 clusters Score -697263.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -697294.937500 Penalty: 4273.152344
	Iteration 36Q: 3 clusters Score -697294.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -697319.875000 Penalty: 4273.152344
	Iteration 37Q: 3 clusters Score -697319.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -697342.562500 Penalty: 4273.152344
	Iteration 38Q: 3 clusters Score -697342.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -697360.187500 Penalty: 4273.152344
	Iteration 39Q: 3 clusters Score -697360.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -697378.562500 Penalty: 4273.152344
	Iteration 40F: 3 clusters Score -697378.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -697397.125000 Penalty: 4273.152344
	Iteration 41Q: 3 clusters Score -697397.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -697408.937500 Penalty: 4273.152344
	Iteration 42Q: 3 clusters Score -697408.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -697420.687500 Penalty: 4273.152344
	Iteration 43Q: 3 clusters Score -697420.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -697429.250000 Penalty: 4273.152344
	Iteration 44Q: 3 clusters Score -697429.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -697434.500000 Penalty: 4273.152344
	Iteration 45Q: 3 clusters Score -697434.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -697442.187500 Penalty: 4273.152344
	Iteration 46Q: 3 clusters Score -697442.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -697445.375000 Penalty: 4273.152344
	Iteration 47Q: 3 clusters Score -697445.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -697447.750000 Penalty: 4273.152344
	Iteration 48Q: 3 clusters Score -697447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -697450.687500 Penalty: 4273.152344
	Iteration 49Q: 3 clusters Score -697450.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -697453.187500 Penalty: 4273.152344
	Iteration 50Q: 3 clusters Score -697453.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -697457.687500 Penalty: 4273.152344
	Iteration 51Q: 3 clusters Score -697457.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -697465.375000 Penalty: 4273.152344
	Iteration 52Q: 3 clusters Score -697465.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -697471.625000 Penalty: 4273.152344
	Iteration 53Q: 3 clusters Score -697471.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -697475.000000 Penalty: 4273.152344
	Iteration 54Q: 3 clusters Score -697475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -697479.312500 Penalty: 4273.152344
	Iteration 55Q: 3 clusters Score -697479.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -697482.125000 Penalty: 4273.152344
	Iteration 56Q: 3 clusters Score -697482.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -697484.375000 Penalty: 4273.152344
	Iteration 57Q: 3 clusters Score -697484.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -697485.062500 Penalty: 4273.152344
	Iteration 58Q: 3 clusters Score -697485.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -697487.687500 Penalty: 4273.152344
	Iteration 59Q: 3 clusters Score -697487.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -697488.000000 Penalty: 4273.152344
	Iteration 60F: 3 clusters Score -697488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -697490.000000 Penalty: 4273.152344
	Iteration 61Q: 3 clusters Score -697490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -697490.875000 Penalty: 4273.152344
	Iteration 62Q: 3 clusters Score -697490.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -697490.875000 Penalty: 4273.152344
	Iteration 63F: 3 clusters Score -697490.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -25558.970703 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -25558.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24321.367188 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -24321.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24502.773438 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -24502.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24622.800781 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -24622.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24681.414062 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -24681.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24724.511719 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -24724.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24755.544922 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -24755.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24779.707031 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -24779.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24786.986328 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -24786.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24792.042969 Penalty: 2789.512695
	Iteration 8Q: 3 clusters Score -24792.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24798.205078 Penalty: 2789.512695
	Iteration 9Q: 3 clusters Score -24798.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24798.205078 Penalty: 2789.512695
	Iteration 10F: 3 clusters Score -24798.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (173358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173358 members 
Entering Unmasked Estep 
Score: -22061182.000000 Penalty: 2991.652344
	Iteration 0F: 2 clusters Score -2.206118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 86396 members 
Entering Unmasked Estep 
Score: -21949422.000000 Penalty: 5983.304688
	Iteration 0F: 3 clusters Score -2.194942e+07 nChanged 83021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91111 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -21997392.000000 Penalty: 5983.304688
	Iteration 1F: 3 clusters Score -2.199739e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 79224 members 
Entering Unmasked Estep 
Score: -21998724.000000 Penalty: 5983.304688
	Iteration 2Q: 3 clusters Score -2.199872e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98853 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -22000622.000000 Penalty: 5983.304688
	Iteration 3Q: 3 clusters Score -2.200062e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106072 members 
Mstep: Class 2 contains 67286 members 
Entering Unmasked Estep 
Score: -22004292.000000 Penalty: 5983.304688
	Iteration 4Q: 3 clusters Score -2.200429e+07 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116469 members 
Mstep: Class 2 contains 56889 members 
Entering Unmasked Estep 
Score: -22010874.000000 Penalty: 5983.304688
	Iteration 5F: 3 clusters Score -2.201087e+07 nChanged 14057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130110 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -22021862.000000 Penalty: 5983.304688
	Iteration 6F: 3 clusters Score -2.202186e+07 nChanged 14933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144809 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -22035658.000000 Penalty: 5983.304688
	Iteration 7F: 3 clusters Score -2.203566e+07 nChanged 11952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156691 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -22047056.000000 Penalty: 5983.304688
	Iteration 8F: 3 clusters Score -2.204706e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164437 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -22053370.000000 Penalty: 5983.304688
	Iteration 9Q: 3 clusters Score -2.205337e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168743 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -22056602.000000 Penalty: 5983.304688
	Iteration 10Q: 3 clusters Score -2.20566e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170919 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -22057800.000000 Penalty: 5983.304688
	Iteration 11Q: 3 clusters Score -2.20578e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171978 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -22058376.000000 Penalty: 5983.304688
	Iteration 12Q: 3 clusters Score -2.205838e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172464 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -22058550.000000 Penalty: 5983.304688
	Iteration 13Q: 3 clusters Score -2.205855e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172701 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -22058608.000000 Penalty: 5983.304688
	Iteration 14Q: 3 clusters Score -2.205861e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172809 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -22058644.000000 Penalty: 5983.304688
	Iteration 15Q: 3 clusters Score -2.205864e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172865 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -22058640.000000 Penalty: 5983.304688
	Iteration 16Q: 3 clusters Score -2.205864e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172896 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -22058696.000000 Penalty: 5983.304688
	Iteration 17Q: 3 clusters Score -2.20587e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172930 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -22058710.000000 Penalty: 5983.304688
	Iteration 18Q: 3 clusters Score -2.205871e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172947 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -22058692.000000 Penalty: 5983.304688
	Iteration 19Q: 3 clusters Score -2.205869e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172961 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22058722.000000 Penalty: 5983.304688
	Iteration 20F: 3 clusters Score -2.205872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172972 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -22058720.000000 Penalty: 5983.304688
	Iteration 21Q: 3 clusters Score -2.205872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172975 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22058734.000000 Penalty: 5983.304688
	Iteration 22Q: 3 clusters Score -2.205873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172980 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -22058730.000000 Penalty: 5983.304688
	Iteration 23Q: 3 clusters Score -2.205873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172987 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -22058726.000000 Penalty: 5983.304688
	Iteration 24Q: 3 clusters Score -2.205873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172989 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -22058730.000000 Penalty: 5983.304688
	Iteration 25Q: 3 clusters Score -2.205873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172995 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22058740.000000 Penalty: 5983.304688
	Iteration 26Q: 3 clusters Score -2.205874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173000 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -22058756.000000 Penalty: 5983.304688
	Iteration 27Q: 3 clusters Score -2.205876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173006 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22058762.000000 Penalty: 5983.304688
	Iteration 28Q: 3 clusters Score -2.205876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173009 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -22058764.000000 Penalty: 5983.304688
	Iteration 29Q: 3 clusters Score -2.205876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173009 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -22058768.000000 Penalty: 5983.304688
	Iteration 30Q: 3 clusters Score -2.205877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173009 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -22058768.000000 Penalty: 5983.304688
	Iteration 31F: 3 clusters Score -2.205877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -39970.726562 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -39970.73 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 184 members 
Entering Unmasked Estep 
Score: -38604.449219 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -38604.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38769.078125 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -38769.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38845.292969 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -38845.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38901.292969 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -38901.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38955.636719 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -38955.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -39017.281250 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -39017.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39117.046875 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -39117.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39237.640625 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -39237.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39378.804688 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -39378.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39440.585938 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -39440.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -39512.757812 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -39512.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39563.859375 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -39563.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -39593.062500 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -39593.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39649.148438 Penalty: 2965.527344
	Iteration 13Q: 3 clusters Score -39649.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39707.710938 Penalty: 2965.527344
	Iteration 14Q: 3 clusters Score -39707.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39832.273438 Penalty: 2965.527344
	Iteration 15Q: 3 clusters Score -39832.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39883.292969 Penalty: 2965.527344
	Iteration 16Q: 3 clusters Score -39883.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39943.789062 Penalty: 2965.527344
	Iteration 17Q: 3 clusters Score -39943.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39988.882812 Penalty: 2965.527344
	Iteration 18Q: 3 clusters Score -39988.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40035.546875 Penalty: 2965.527344
	Iteration 19Q: 3 clusters Score -40035.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40229.445312 Penalty: 2965.527344
	Iteration 20F: 3 clusters Score -40229.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147762 members 
Mstep: Class 3 contains 5515 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173358 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 154516 members 
Mstep: Class 11 contains 70779 members 
Mstep: Class 12 contains 161515 members 
Mstep: Class 13 contains 8780 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146395 members 
Mstep: Class 16 contains 60563 members 
Mstep: Class 17 contains 4194 members 
Mstep: Class 18 contains 34742 members 
Mstep: Class 19 contains 158206 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145513 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
Score: -161321600.000000 Penalty: 87239.546875
Splitting cluster 6 changes total score from -161323248.000000 to -161321600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (4409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Entering Unmasked Estep 
Score: -528432.437500 Penalty: 2081.067871
	Iteration 0F: 2 clusters Score -528432.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -524243.593750 Penalty: 4162.135742
	Iteration 0F: 3 clusters Score -524243.6 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -525274.625000 Penalty: 4162.135742
	Iteration 1F: 3 clusters Score -525274.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -525514.562500 Penalty: 4162.135742
	Iteration 2F: 3 clusters Score -525514.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -525652.437500 Penalty: 4162.135742
	Iteration 3F: 3 clusters Score -525652.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -525757.812500 Penalty: 4162.135742
	Iteration 4Q: 3 clusters Score -525757.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -525846.125000 Penalty: 4162.135742
	Iteration 5Q: 3 clusters Score -525846.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -525940.250000 Penalty: 4162.135742
	Iteration 6Q: 3 clusters Score -525940.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -526039.250000 Penalty: 4162.135742
	Iteration 7Q: 3 clusters Score -526039.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -526137.187500 Penalty: 4162.135742
	Iteration 8Q: 3 clusters Score -526137.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -526249.187500 Penalty: 4162.135742
	Iteration 9Q: 3 clusters Score -526249.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -526386.812500 Penalty: 4162.135742
	Iteration 10Q: 3 clusters Score -526386.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -526525.312500 Penalty: 4162.135742
	Iteration 11Q: 3 clusters Score -526525.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -526644.437500 Penalty: 4162.135742
	Iteration 12Q: 3 clusters Score -526644.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -526738.562500 Penalty: 4162.135742
	Iteration 13Q: 3 clusters Score -526738.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -526830.375000 Penalty: 4162.135742
	Iteration 14Q: 3 clusters Score -526830.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -526896.562500 Penalty: 4162.135742
	Iteration 15Q: 3 clusters Score -526896.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -526949.437500 Penalty: 4162.135742
	Iteration 16Q: 3 clusters Score -526949.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -526996.812500 Penalty: 4162.135742
	Iteration 17Q: 3 clusters Score -526996.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -527040.000000 Penalty: 4162.135742
	Iteration 18Q: 3 clusters Score -527040 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -527083.000000 Penalty: 4162.135742
	Iteration 19Q: 3 clusters Score -527083 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -527116.000000 Penalty: 4162.135742
	Iteration 20F: 3 clusters Score -527116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -527143.062500 Penalty: 4162.135742
	Iteration 21Q: 3 clusters Score -527143.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -527165.625000 Penalty: 4162.135742
	Iteration 22Q: 3 clusters Score -527165.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -527179.375000 Penalty: 4162.135742
	Iteration 23Q: 3 clusters Score -527179.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -527192.687500 Penalty: 4162.135742
	Iteration 24Q: 3 clusters Score -527192.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -527201.437500 Penalty: 4162.135742
	Iteration 25Q: 3 clusters Score -527201.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -527206.625000 Penalty: 4162.135742
	Iteration 26Q: 3 clusters Score -527206.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -527212.000000 Penalty: 4162.135742
	Iteration 27Q: 3 clusters Score -527212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -527220.062500 Penalty: 4162.135742
	Iteration 28Q: 3 clusters Score -527220.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -527223.250000 Penalty: 4162.135742
	Iteration 29Q: 3 clusters Score -527223.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -527225.000000 Penalty: 4162.135742
	Iteration 30Q: 3 clusters Score -527225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -527227.500000 Penalty: 4162.135742
	Iteration 31Q: 3 clusters Score -527227.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -527227.875000 Penalty: 4162.135742
	Iteration 32Q: 3 clusters Score -527227.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -527228.250000 Penalty: 4162.135742
	Iteration 33Q: 3 clusters Score -527228.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -527228.250000 Penalty: 4162.135742
	Iteration 34F: 3 clusters Score -527228.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -48683.855469 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -48683.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47204.367188 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -47204.37 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47461.554688 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -47461.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47584.078125 Penalty: 3042.165527
	Iteration 2F: 3 clusters Score -47584.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47669.562500 Penalty: 3042.165527
	Iteration 3Q: 3 clusters Score -47669.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47783.515625 Penalty: 3042.165527
	Iteration 4Q: 3 clusters Score -47783.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47811.535156 Penalty: 3042.165527
	Iteration 5Q: 3 clusters Score -47811.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47822.445312 Penalty: 3042.165527
	Iteration 6Q: 3 clusters Score -47822.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47833.523438 Penalty: 3042.165527
	Iteration 7Q: 3 clusters Score -47833.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47834.488281 Penalty: 3042.165527
	Iteration 8Q: 3 clusters Score -47834.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47834.488281 Penalty: 3042.165527
	Iteration 9F: 3 clusters Score -47834.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Entering Unmasked Estep 
Score: -811891.875000 Penalty: 2173.678955
	Iteration 0F: 2 clusters Score -811891.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -806394.937500 Penalty: 4347.357910
	Iteration 0F: 3 clusters Score -806394.9 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -807833.500000 Penalty: 4347.357910
	Iteration 1F: 3 clusters Score -807833.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -808108.812500 Penalty: 4347.357910
	Iteration 2F: 3 clusters Score -808108.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -808314.062500 Penalty: 4347.357910
	Iteration 3F: 3 clusters Score -808314.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -808510.187500 Penalty: 4347.357910
	Iteration 4Q: 3 clusters Score -808510.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -808672.187500 Penalty: 4347.357910
	Iteration 5Q: 3 clusters Score -808672.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -808806.187500 Penalty: 4347.357910
	Iteration 6Q: 3 clusters Score -808806.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -808922.875000 Penalty: 4347.357910
	Iteration 7Q: 3 clusters Score -808922.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -809021.062500 Penalty: 4347.357910
	Iteration 8Q: 3 clusters Score -809021.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -809094.750000 Penalty: 4347.357910
	Iteration 9Q: 3 clusters Score -809094.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -809173.687500 Penalty: 4347.357910
	Iteration 10Q: 3 clusters Score -809173.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -809246.375000 Penalty: 4347.357910
	Iteration 11Q: 3 clusters Score -809246.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -809316.000000 Penalty: 4347.357910
	Iteration 12Q: 3 clusters Score -809316 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -809377.812500 Penalty: 4347.357910
	Iteration 13Q: 3 clusters Score -809377.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -809439.125000 Penalty: 4347.357910
	Iteration 14Q: 3 clusters Score -809439.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -809517.375000 Penalty: 4347.357910
	Iteration 15Q: 3 clusters Score -809517.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -809600.000000 Penalty: 4347.357910
	Iteration 16Q: 3 clusters Score -809600 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -809673.062500 Penalty: 4347.357910
	Iteration 17Q: 3 clusters Score -809673.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -809739.937500 Penalty: 4347.357910
	Iteration 18Q: 3 clusters Score -809739.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -809791.375000 Penalty: 4347.357910
	Iteration 19Q: 3 clusters Score -809791.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -809835.437500 Penalty: 4347.357910
	Iteration 20F: 3 clusters Score -809835.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -809872.187500 Penalty: 4347.357910
	Iteration 21Q: 3 clusters Score -809872.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -809904.062500 Penalty: 4347.357910
	Iteration 22Q: 3 clusters Score -809904.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -809929.937500 Penalty: 4347.357910
	Iteration 23Q: 3 clusters Score -809929.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -809949.000000 Penalty: 4347.357910
	Iteration 24Q: 3 clusters Score -809949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -809963.062500 Penalty: 4347.357910
	Iteration 25Q: 3 clusters Score -809963.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -809973.125000 Penalty: 4347.357910
	Iteration 26Q: 3 clusters Score -809973.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -809980.937500 Penalty: 4347.357910
	Iteration 27Q: 3 clusters Score -809980.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -809989.937500 Penalty: 4347.357910
	Iteration 28Q: 3 clusters Score -809989.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -809997.750000 Penalty: 4347.357910
	Iteration 29Q: 3 clusters Score -809997.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -810004.500000 Penalty: 4347.357910
	Iteration 30Q: 3 clusters Score -810004.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -810005.750000 Penalty: 4347.357910
	Iteration 31Q: 3 clusters Score -810005.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -810010.562500 Penalty: 4347.357910
	Iteration 32Q: 3 clusters Score -810010.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -810011.250000 Penalty: 4347.357910
	Iteration 33Q: 3 clusters Score -810011.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -810012.125000 Penalty: 4347.357910
	Iteration 34Q: 3 clusters Score -810012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -810013.000000 Penalty: 4347.357910
	Iteration 35Q: 3 clusters Score -810013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -810013.000000 Penalty: 4347.357910
	Iteration 36Q: 3 clusters Score -810013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -810014.812500 Penalty: 4347.357910
	Iteration 37Q: 3 clusters Score -810014.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -810017.562500 Penalty: 4347.357910
	Iteration 38Q: 3 clusters Score -810017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -810016.562500 Penalty: 4347.357910
	Iteration 39Q: 3 clusters Score -810016.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -810016.375000 Penalty: 4347.357910
	Iteration 40F: 3 clusters Score -810016.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -810020.500000 Penalty: 4347.357910
	Iteration 41Q: 3 clusters Score -810020.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -810019.562500 Penalty: 4347.357910
	Iteration 42Q: 3 clusters Score -810019.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -810020.562500 Penalty: 4347.357910
	Iteration 43Q: 3 clusters Score -810020.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -810021.625000 Penalty: 4347.357910
	Iteration 44Q: 3 clusters Score -810021.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -810021.625000 Penalty: 4347.357910
	Iteration 45F: 3 clusters Score -810021.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (154516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154516 members 
Entering Unmasked Estep 
Score: -19823418.000000 Penalty: 2963.117188
	Iteration 0F: 2 clusters Score -1.982342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 77407 members 
Entering Unmasked Estep 
Score: -19721704.000000 Penalty: 5926.234375
	Iteration 0F: 3 clusters Score -1.97217e+07 nChanged 74004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 79343 members 
Entering Unmasked Estep 
Score: -19764854.000000 Penalty: 5926.234375
	Iteration 1F: 3 clusters Score -1.976485e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -19765532.000000 Penalty: 5926.234375
	Iteration 2Q: 3 clusters Score -1.976553e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71859 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -19766428.000000 Penalty: 5926.234375
	Iteration 3Q: 3 clusters Score -1.976643e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68764 members 
Mstep: Class 2 contains 85752 members 
Entering Unmasked Estep 
Score: -19767440.000000 Penalty: 5926.234375
	Iteration 4Q: 3 clusters Score -1.976744e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 90364 members 
Entering Unmasked Estep 
Score: -19769376.000000 Penalty: 5926.234375
	Iteration 5Q: 3 clusters Score -1.976938e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57276 members 
Mstep: Class 2 contains 97240 members 
Entering Unmasked Estep 
Score: -19772768.000000 Penalty: 5926.234375
	Iteration 6Q: 3 clusters Score -1.977277e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 106815 members 
Entering Unmasked Estep 
Score: -19778930.000000 Penalty: 5926.234375
	Iteration 7F: 3 clusters Score -1.977893e+07 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 119239 members 
Entering Unmasked Estep 
Score: -19788640.000000 Penalty: 5926.234375
	Iteration 8F: 3 clusters Score -1.978864e+07 nChanged 13592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 132823 members 
Entering Unmasked Estep 
Score: -19801466.000000 Penalty: 5926.234375
	Iteration 9F: 3 clusters Score -1.980147e+07 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 143940 members 
Entering Unmasked Estep 
Score: -19812350.000000 Penalty: 5926.234375
	Iteration 10F: 3 clusters Score -1.981235e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 150445 members 
Entering Unmasked Estep 
Score: -19817960.000000 Penalty: 5926.234375
	Iteration 11Q: 3 clusters Score -1.981796e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 153100 members 
Entering Unmasked Estep 
Score: -19819850.000000 Penalty: 5926.234375
	Iteration 12Q: 3 clusters Score -1.981985e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 153946 members 
Entering Unmasked Estep 
Score: -19820486.000000 Penalty: 5926.234375
	Iteration 13Q: 3 clusters Score -1.982049e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 154178 members 
Entering Unmasked Estep 
Score: -19820628.000000 Penalty: 5926.234375
	Iteration 14Q: 3 clusters Score -1.982063e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 154244 members 
Entering Unmasked Estep 
Score: -19820690.000000 Penalty: 5926.234375
	Iteration 15Q: 3 clusters Score -1.982069e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 154274 members 
Entering Unmasked Estep 
Score: -19820732.000000 Penalty: 5926.234375
	Iteration 16Q: 3 clusters Score -1.982073e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 154281 members 
Entering Unmasked Estep 
Score: -19820766.000000 Penalty: 5926.234375
	Iteration 17Q: 3 clusters Score -1.982077e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 154290 members 
Entering Unmasked Estep 
Score: -19820798.000000 Penalty: 5926.234375
	Iteration 18Q: 3 clusters Score -1.98208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 154295 members 
Entering Unmasked Estep 
Score: -19820808.000000 Penalty: 5926.234375
	Iteration 19Q: 3 clusters Score -1.982081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 154298 members 
Entering Unmasked Estep 
Score: -19820818.000000 Penalty: 5926.234375
	Iteration 20F: 3 clusters Score -1.982082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 154298 members 
Entering Unmasked Estep 
Score: -19820808.000000 Penalty: 5926.234375
	Iteration 21Q: 3 clusters Score -1.982081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 154299 members 
Entering Unmasked Estep 
Score: -19820814.000000 Penalty: 5926.234375
	Iteration 22Q: 3 clusters Score -1.982081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 154298 members 
Entering Unmasked Estep 
Score: -19820816.000000 Penalty: 5926.234375
	Iteration 23Q: 3 clusters Score -1.982082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 154299 members 
Entering Unmasked Estep 
Score: -19820828.000000 Penalty: 5926.234375
	Iteration 24Q: 3 clusters Score -1.982083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 154300 members 
Entering Unmasked Estep 
Score: -19820828.000000 Penalty: 5926.234375
	Iteration 25Q: 3 clusters Score -1.982083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 154304 members 
Entering Unmasked Estep 
Score: -19820824.000000 Penalty: 5926.234375
	Iteration 26Q: 3 clusters Score -1.982082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 154301 members 
Entering Unmasked Estep 
Score: -19820842.000000 Penalty: 5926.234375
	Iteration 27Q: 3 clusters Score -1.982084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 154302 members 
Entering Unmasked Estep 
Score: -19820850.000000 Penalty: 5926.234375
	Iteration 28Q: 3 clusters Score -1.982085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 154303 members 
Entering Unmasked Estep 
Score: -19820856.000000 Penalty: 5926.234375
	Iteration 29Q: 3 clusters Score -1.982086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 154303 members 
Entering Unmasked Estep 
Score: -19820856.000000 Penalty: 5926.234375
	Iteration 30F: 3 clusters Score -1.982086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (70779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Entering Unmasked Estep 
Score: -8977754.000000 Penalty: 2769.494629
	Iteration 0F: 2 clusters Score -8977754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -8930316.000000 Penalty: 5538.989258
	Iteration 0F: 3 clusters Score -8930316 nChanged 33273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -8948507.000000 Penalty: 5538.989258
	Iteration 1F: 3 clusters Score -8948507 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -8949099.000000 Penalty: 5538.989258
	Iteration 2Q: 3 clusters Score -8949099 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -8949724.000000 Penalty: 5538.989258
	Iteration 3Q: 3 clusters Score -8949724 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -8950428.000000 Penalty: 5538.989258
	Iteration 4Q: 3 clusters Score -8950428 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -8951392.000000 Penalty: 5538.989258
	Iteration 5Q: 3 clusters Score -8951392 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -8952954.000000 Penalty: 5538.989258
	Iteration 6Q: 3 clusters Score -8952954 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -8955327.000000 Penalty: 5538.989258
	Iteration 7F: 3 clusters Score -8955327 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -8958792.000000 Penalty: 5538.989258
	Iteration 8F: 3 clusters Score -8958792 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -8963317.000000 Penalty: 5538.989258
	Iteration 9F: 3 clusters Score -8963317 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -8967917.000000 Penalty: 5538.989258
	Iteration 10F: 3 clusters Score -8967917 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66326 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -8971586.000000 Penalty: 5538.989258
	Iteration 11F: 3 clusters Score -8971586 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68634 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8973692.000000 Penalty: 5538.989258
	Iteration 12Q: 3 clusters Score -8973692 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8974616.000000 Penalty: 5538.989258
	Iteration 13Q: 3 clusters Score -8974616 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70109 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8975011.000000 Penalty: 5538.989258
	Iteration 14Q: 3 clusters Score -8975011 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8975193.000000 Penalty: 5538.989258
	Iteration 15Q: 3 clusters Score -8975193 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70350 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8975272.000000 Penalty: 5538.989258
	Iteration 16Q: 3 clusters Score -8975272 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70393 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8975365.000000 Penalty: 5538.989258
	Iteration 17Q: 3 clusters Score -8975365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8975381.000000 Penalty: 5538.989258
	Iteration 18Q: 3 clusters Score -8975381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8975407.000000 Penalty: 5538.989258
	Iteration 19Q: 3 clusters Score -8975407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70432 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8975421.000000 Penalty: 5538.989258
	Iteration 20F: 3 clusters Score -8975421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70435 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8975429.000000 Penalty: 5538.989258
	Iteration 21Q: 3 clusters Score -8975429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70440 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8975440.000000 Penalty: 5538.989258
	Iteration 22Q: 3 clusters Score -8975440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8975454.000000 Penalty: 5538.989258
	Iteration 23Q: 3 clusters Score -8975454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8975456.000000 Penalty: 5538.989258
	Iteration 24Q: 3 clusters Score -8975456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70450 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8975460.000000 Penalty: 5538.989258
	Iteration 25Q: 3 clusters Score -8975460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70450 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8975460.000000 Penalty: 5538.989258
	Iteration 26F: 3 clusters Score -8975460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (161515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161515 members 
Entering Unmasked Estep 
Score: -20575520.000000 Penalty: 2974.103760
	Iteration 0F: 2 clusters Score -2.057552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80672 members 
Mstep: Class 2 contains 80843 members 
Entering Unmasked Estep 
Score: -20468882.000000 Penalty: 5948.207520
	Iteration 0F: 3 clusters Score -2.046888e+07 nChanged 77468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 82321 members 
Entering Unmasked Estep 
Score: -20514072.000000 Penalty: 5948.207520
	Iteration 1F: 3 clusters Score -2.051407e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 83147 members 
Entering Unmasked Estep 
Score: -20515070.000000 Penalty: 5948.207520
	Iteration 2Q: 3 clusters Score -2.051507e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 84202 members 
Entering Unmasked Estep 
Score: -20516500.000000 Penalty: 5948.207520
	Iteration 3Q: 3 clusters Score -2.05165e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -20518472.000000 Penalty: 5948.207520
	Iteration 4Q: 3 clusters Score -2.051847e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73663 members 
Mstep: Class 2 contains 87852 members 
Entering Unmasked Estep 
Score: -20521456.000000 Penalty: 5948.207520
	Iteration 5Q: 3 clusters Score -2.052146e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71261 members 
Mstep: Class 2 contains 90254 members 
Entering Unmasked Estep 
Score: -20525472.000000 Penalty: 5948.207520
	Iteration 6Q: 3 clusters Score -2.052547e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68688 members 
Mstep: Class 2 contains 92827 members 
Entering Unmasked Estep 
Score: -20531020.000000 Penalty: 5948.207520
	Iteration 7F: 3 clusters Score -2.053102e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66441 members 
Mstep: Class 2 contains 95074 members 
Entering Unmasked Estep 
Score: -20537950.000000 Penalty: 5948.207520
	Iteration 8F: 3 clusters Score -2.053795e+07 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65019 members 
Mstep: Class 2 contains 96496 members 
Entering Unmasked Estep 
Score: -20544960.000000 Penalty: 5948.207520
	Iteration 9F: 3 clusters Score -2.054496e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 97135 members 
Entering Unmasked Estep 
Score: -20550878.000000 Penalty: 5948.207520
	Iteration 10F: 3 clusters Score -2.055088e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 97552 members 
Entering Unmasked Estep 
Score: -20554430.000000 Penalty: 5948.207520
	Iteration 11Q: 3 clusters Score -2.055443e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 97996 members 
Entering Unmasked Estep 
Score: -20555792.000000 Penalty: 5948.207520
	Iteration 12Q: 3 clusters Score -2.055579e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 98559 members 
Entering Unmasked Estep 
Score: -20556542.000000 Penalty: 5948.207520
	Iteration 13Q: 3 clusters Score -2.055654e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -20557074.000000 Penalty: 5948.207520
	Iteration 14Q: 3 clusters Score -2.055707e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 99639 members 
Entering Unmasked Estep 
Score: -20557382.000000 Penalty: 5948.207520
	Iteration 15Q: 3 clusters Score -2.055738e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 100306 members 
Entering Unmasked Estep 
Score: -20557658.000000 Penalty: 5948.207520
	Iteration 16Q: 3 clusters Score -2.055766e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 100979 members 
Entering Unmasked Estep 
Score: -20557850.000000 Penalty: 5948.207520
	Iteration 17Q: 3 clusters Score -2.055785e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 101636 members 
Entering Unmasked Estep 
Score: -20558070.000000 Penalty: 5948.207520
	Iteration 18Q: 3 clusters Score -2.055807e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 102312 members 
Entering Unmasked Estep 
Score: -20558348.000000 Penalty: 5948.207520
	Iteration 19Q: 3 clusters Score -2.055835e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 103024 members 
Entering Unmasked Estep 
Score: -20558540.000000 Penalty: 5948.207520
	Iteration 20F: 3 clusters Score -2.055854e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 103688 members 
Entering Unmasked Estep 
Score: -20558710.000000 Penalty: 5948.207520
	Iteration 21Q: 3 clusters Score -2.055871e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 104318 members 
Entering Unmasked Estep 
Score: -20558880.000000 Penalty: 5948.207520
	Iteration 22Q: 3 clusters Score -2.055888e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 105016 members 
Entering Unmasked Estep 
Score: -20559102.000000 Penalty: 5948.207520
	Iteration 23Q: 3 clusters Score -2.05591e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 105694 members 
Entering Unmasked Estep 
Score: -20559196.000000 Penalty: 5948.207520
	Iteration 24Q: 3 clusters Score -2.05592e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 106393 members 
Entering Unmasked Estep 
Score: -20559402.000000 Penalty: 5948.207520
	Iteration 25Q: 3 clusters Score -2.05594e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -20559474.000000 Penalty: 5948.207520
	Iteration 26Q: 3 clusters Score -2.055947e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 107705 members 
Entering Unmasked Estep 
Score: -20559572.000000 Penalty: 5948.207520
	Iteration 27Q: 3 clusters Score -2.055957e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 108341 members 
Entering Unmasked Estep 
Score: -20559750.000000 Penalty: 5948.207520
	Iteration 28Q: 3 clusters Score -2.055975e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 109036 members 
Entering Unmasked Estep 
Score: -20559832.000000 Penalty: 5948.207520
	Iteration 29Q: 3 clusters Score -2.055983e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 109740 members 
Entering Unmasked Estep 
Score: -20559988.000000 Penalty: 5948.207520
	Iteration 30Q: 3 clusters Score -2.055999e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 110519 members 
Entering Unmasked Estep 
Score: -20560076.000000 Penalty: 5948.207520
	Iteration 31Q: 3 clusters Score -2.056008e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 111351 members 
Entering Unmasked Estep 
Score: -20560204.000000 Penalty: 5948.207520
	Iteration 32Q: 3 clusters Score -2.05602e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 112165 members 
Entering Unmasked Estep 
Score: -20560260.000000 Penalty: 5948.207520
	Iteration 33Q: 3 clusters Score -2.056026e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 112971 members 
Entering Unmasked Estep 
Score: -20560322.000000 Penalty: 5948.207520
	Iteration 34Q: 3 clusters Score -2.056032e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 113787 members 
Entering Unmasked Estep 
Score: -20560472.000000 Penalty: 5948.207520
	Iteration 35Q: 3 clusters Score -2.056047e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 114649 members 
Entering Unmasked Estep 
Score: -20560590.000000 Penalty: 5948.207520
	Iteration 36Q: 3 clusters Score -2.056059e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 115579 members 
Entering Unmasked Estep 
Score: -20560780.000000 Penalty: 5948.207520
	Iteration 37Q: 3 clusters Score -2.056078e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 116561 members 
Entering Unmasked Estep 
Score: -20560896.000000 Penalty: 5948.207520
	Iteration 38Q: 3 clusters Score -2.05609e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 117587 members 
Entering Unmasked Estep 
Score: -20560978.000000 Penalty: 5948.207520
	Iteration 39Q: 3 clusters Score -2.056098e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 118643 members 
Entering Unmasked Estep 
Score: -20561114.000000 Penalty: 5948.207520
	Iteration 40F: 3 clusters Score -2.056111e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 119792 members 
Entering Unmasked Estep 
Score: -20561270.000000 Penalty: 5948.207520
	Iteration 41Q: 3 clusters Score -2.056127e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 120996 members 
Entering Unmasked Estep 
Score: -20561474.000000 Penalty: 5948.207520
	Iteration 42Q: 3 clusters Score -2.056147e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 122261 members 
Entering Unmasked Estep 
Score: -20561662.000000 Penalty: 5948.207520
	Iteration 43Q: 3 clusters Score -2.056166e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 123576 members 
Entering Unmasked Estep 
Score: -20561798.000000 Penalty: 5948.207520
	Iteration 44Q: 3 clusters Score -2.05618e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 124950 members 
Entering Unmasked Estep 
Score: -20562032.000000 Penalty: 5948.207520
	Iteration 45Q: 3 clusters Score -2.056203e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 126357 members 
Entering Unmasked Estep 
Score: -20562268.000000 Penalty: 5948.207520
	Iteration 46Q: 3 clusters Score -2.056227e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 127946 members 
Entering Unmasked Estep 
Score: -20562586.000000 Penalty: 5948.207520
	Iteration 47Q: 3 clusters Score -2.056259e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 129655 members 
Entering Unmasked Estep 
Score: -20562944.000000 Penalty: 5948.207520
	Iteration 48Q: 3 clusters Score -2.056294e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 131508 members 
Entering Unmasked Estep 
Score: -20563352.000000 Penalty: 5948.207520
	Iteration 49Q: 3 clusters Score -2.056335e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 133491 members 
Entering Unmasked Estep 
Score: -20563940.000000 Penalty: 5948.207520
	Iteration 50Q: 3 clusters Score -2.056394e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 135586 members 
Entering Unmasked Estep 
Score: -20564640.000000 Penalty: 5948.207520
	Iteration 51Q: 3 clusters Score -2.056464e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 137841 members 
Entering Unmasked Estep 
Score: -20565304.000000 Penalty: 5948.207520
	Iteration 52Q: 3 clusters Score -2.05653e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 140074 members 
Entering Unmasked Estep 
Score: -20566018.000000 Penalty: 5948.207520
	Iteration 53Q: 3 clusters Score -2.056602e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 142397 members 
Entering Unmasked Estep 
Score: -20566670.000000 Penalty: 5948.207520
	Iteration 54Q: 3 clusters Score -2.056667e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 144625 members 
Entering Unmasked Estep 
Score: -20567484.000000 Penalty: 5948.207520
	Iteration 55Q: 3 clusters Score -2.056748e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 146757 members 
Entering Unmasked Estep 
Score: -20568206.000000 Penalty: 5948.207520
	Iteration 56Q: 3 clusters Score -2.056821e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 148775 members 
Entering Unmasked Estep 
Score: -20568824.000000 Penalty: 5948.207520
	Iteration 57Q: 3 clusters Score -2.056882e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 150637 members 
Entering Unmasked Estep 
Score: -20569528.000000 Penalty: 5948.207520
	Iteration 58Q: 3 clusters Score -2.056953e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 152277 members 
Entering Unmasked Estep 
Score: -20570146.000000 Penalty: 5948.207520
	Iteration 59Q: 3 clusters Score -2.057015e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 153715 members 
Entering Unmasked Estep 
Score: -20570644.000000 Penalty: 5948.207520
	Iteration 60F: 3 clusters Score -2.057064e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 154943 members 
Entering Unmasked Estep 
Score: -20571050.000000 Penalty: 5948.207520
	Iteration 61Q: 3 clusters Score -2.057105e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 155952 members 
Entering Unmasked Estep 
Score: -20571376.000000 Penalty: 5948.207520
	Iteration 62Q: 3 clusters Score -2.057138e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 156781 members 
Entering Unmasked Estep 
Score: -20571722.000000 Penalty: 5948.207520
	Iteration 63Q: 3 clusters Score -2.057172e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 157432 members 
Entering Unmasked Estep 
Score: -20571954.000000 Penalty: 5948.207520
	Iteration 64Q: 3 clusters Score -2.057195e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 157957 members 
Entering Unmasked Estep 
Score: -20572056.000000 Penalty: 5948.207520
	Iteration 65Q: 3 clusters Score -2.057206e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 158378 members 
Entering Unmasked Estep 
Score: -20572218.000000 Penalty: 5948.207520
	Iteration 66Q: 3 clusters Score -2.057222e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 158722 members 
Entering Unmasked Estep 
Score: -20572372.000000 Penalty: 5948.207520
	Iteration 67Q: 3 clusters Score -2.057237e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 159009 members 
Entering Unmasked Estep 
Score: -20572480.000000 Penalty: 5948.207520
	Iteration 68Q: 3 clusters Score -2.057248e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 159213 members 
Entering Unmasked Estep 
Score: -20572560.000000 Penalty: 5948.207520
	Iteration 69Q: 3 clusters Score -2.057256e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 159380 members 
Entering Unmasked Estep 
Score: -20572672.000000 Penalty: 5948.207520
	Iteration 70Q: 3 clusters Score -2.057267e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 159523 members 
Entering Unmasked Estep 
Score: -20572772.000000 Penalty: 5948.207520
	Iteration 71Q: 3 clusters Score -2.057277e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 159651 members 
Entering Unmasked Estep 
Score: -20572848.000000 Penalty: 5948.207520
	Iteration 72Q: 3 clusters Score -2.057285e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 159734 members 
Entering Unmasked Estep 
Score: -20572896.000000 Penalty: 5948.207520
	Iteration 73Q: 3 clusters Score -2.05729e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 159795 members 
Entering Unmasked Estep 
Score: -20572958.000000 Penalty: 5948.207520
	Iteration 74Q: 3 clusters Score -2.057296e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 159852 members 
Entering Unmasked Estep 
Score: -20572962.000000 Penalty: 5948.207520
	Iteration 75Q: 3 clusters Score -2.057296e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 159906 members 
Entering Unmasked Estep 
Score: -20573012.000000 Penalty: 5948.207520
	Iteration 76Q: 3 clusters Score -2.057301e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 159939 members 
Entering Unmasked Estep 
Score: -20572984.000000 Penalty: 5948.207520
	Iteration 77Q: 3 clusters Score -2.057298e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 159981 members 
Entering Unmasked Estep 
Score: -20573014.000000 Penalty: 5948.207520
	Iteration 78Q: 3 clusters Score -2.057301e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 160021 members 
Entering Unmasked Estep 
Score: -20573040.000000 Penalty: 5948.207520
	Iteration 79Q: 3 clusters Score -2.057304e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 160053 members 
Entering Unmasked Estep 
Score: -20573056.000000 Penalty: 5948.207520
	Iteration 80F: 3 clusters Score -2.057306e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 160082 members 
Entering Unmasked Estep 
Score: -20573072.000000 Penalty: 5948.207520
	Iteration 81Q: 3 clusters Score -2.057307e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 160113 members 
Entering Unmasked Estep 
Score: -20573104.000000 Penalty: 5948.207520
	Iteration 82Q: 3 clusters Score -2.05731e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 160133 members 
Entering Unmasked Estep 
Score: -20573104.000000 Penalty: 5948.207520
	Iteration 83Q: 3 clusters Score -2.05731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 160147 members 
Entering Unmasked Estep 
Score: -20573094.000000 Penalty: 5948.207520
	Iteration 84Q: 3 clusters Score -2.057309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 160155 members 
Entering Unmasked Estep 
Score: -20573090.000000 Penalty: 5948.207520
	Iteration 85Q: 3 clusters Score -2.057309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 160161 members 
Entering Unmasked Estep 
Score: -20573088.000000 Penalty: 5948.207520
	Iteration 86Q: 3 clusters Score -2.057309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 160167 members 
Entering Unmasked Estep 
Score: -20573088.000000 Penalty: 5948.207520
	Iteration 87Q: 3 clusters Score -2.057309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 160171 members 
Entering Unmasked Estep 
Score: -20573078.000000 Penalty: 5948.207520
	Iteration 88Q: 3 clusters Score -2.057308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 160175 members 
Entering Unmasked Estep 
Score: -20573076.000000 Penalty: 5948.207520
	Iteration 89Q: 3 clusters Score -2.057308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 160178 members 
Entering Unmasked Estep 
Score: -20573064.000000 Penalty: 5948.207520
	Iteration 90Q: 3 clusters Score -2.057306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 160183 members 
Entering Unmasked Estep 
Score: -20573076.000000 Penalty: 5948.207520
	Iteration 91Q: 3 clusters Score -2.057308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 160189 members 
Entering Unmasked Estep 
Score: -20573066.000000 Penalty: 5948.207520
	Iteration 92Q: 3 clusters Score -2.057307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 160196 members 
Entering Unmasked Estep 
Score: -20573082.000000 Penalty: 5948.207520
	Iteration 93Q: 3 clusters Score -2.057308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 160202 members 
Entering Unmasked Estep 
Score: -20573090.000000 Penalty: 5948.207520
	Iteration 94Q: 3 clusters Score -2.057309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 160212 members 
Entering Unmasked Estep 
Score: -20573088.000000 Penalty: 5948.207520
	Iteration 95Q: 3 clusters Score -2.057309e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 160224 members 
Entering Unmasked Estep 
Score: -20573090.000000 Penalty: 5948.207520
	Iteration 96Q: 3 clusters Score -2.057309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 160232 members 
Entering Unmasked Estep 
Score: -20573106.000000 Penalty: 5948.207520
	Iteration 97Q: 3 clusters Score -2.057311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 160238 members 
Entering Unmasked Estep 
Score: -20573088.000000 Penalty: 5948.207520
	Iteration 98Q: 3 clusters Score -2.057309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 160241 members 
Entering Unmasked Estep 
Score: -20573104.000000 Penalty: 5948.207520
	Iteration 99Q: 3 clusters Score -2.05731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 160249 members 
Entering Unmasked Estep 
Score: -20573092.000000 Penalty: 5948.207520
	Iteration 100F: 3 clusters Score -2.057309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 160259 members 
Entering Unmasked Estep 
Score: -20573106.000000 Penalty: 5948.207520
	Iteration 101Q: 3 clusters Score -2.057311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 160269 members 
Entering Unmasked Estep 
Score: -20573102.000000 Penalty: 5948.207520
	Iteration 102Q: 3 clusters Score -2.05731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 160274 members 
Entering Unmasked Estep 
Score: -20573114.000000 Penalty: 5948.207520
	Iteration 103Q: 3 clusters Score -2.057311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 160280 members 
Entering Unmasked Estep 
Score: -20573134.000000 Penalty: 5948.207520
	Iteration 104Q: 3 clusters Score -2.057313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 160288 members 
Entering Unmasked Estep 
Score: -20573144.000000 Penalty: 5948.207520
	Iteration 105Q: 3 clusters Score -2.057314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 160293 members 
Entering Unmasked Estep 
Score: -20573148.000000 Penalty: 5948.207520
	Iteration 106Q: 3 clusters Score -2.057315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 160296 members 
Entering Unmasked Estep 
Score: -20573136.000000 Penalty: 5948.207520
	Iteration 107Q: 3 clusters Score -2.057314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 160296 members 
Entering Unmasked Estep 
Score: -20573134.000000 Penalty: 5948.207520
	Iteration 108Q: 3 clusters Score -2.057313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 160297 members 
Entering Unmasked Estep 
Score: -20573140.000000 Penalty: 5948.207520
	Iteration 109Q: 3 clusters Score -2.057314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 160298 members 
Entering Unmasked Estep 
Score: -20573136.000000 Penalty: 5948.207520
	Iteration 110Q: 3 clusters Score -2.057314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 160299 members 
Entering Unmasked Estep 
Score: -20573132.000000 Penalty: 5948.207520
	Iteration 111Q: 3 clusters Score -2.057313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 160299 members 
Entering Unmasked Estep 
Score: -20573132.000000 Penalty: 5948.207520
	Iteration 112F: 3 clusters Score -2.057313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Entering Unmasked Estep 
Score: -1069336.250000 Penalty: 2251.897461
	Iteration 0F: 2 clusters Score -1069336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1062447.250000 Penalty: 4503.794922
	Iteration 0F: 3 clusters Score -1062447 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1064523.750000 Penalty: 4503.794922
	Iteration 1F: 3 clusters Score -1064524 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1065111.750000 Penalty: 4503.794922
	Iteration 2F: 3 clusters Score -1065112 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1065917.000000 Penalty: 4503.794922
	Iteration 3F: 3 clusters Score -1065917 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1066796.625000 Penalty: 4503.794922
	Iteration 4F: 3 clusters Score -1066797 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1067547.750000 Penalty: 4503.794922
	Iteration 5F: 3 clusters Score -1067548 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1067988.125000 Penalty: 4503.794922
	Iteration 6F: 3 clusters Score -1067988 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1068210.625000 Penalty: 4503.794922
	Iteration 7Q: 3 clusters Score -1068211 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1068344.625000 Penalty: 4503.794922
	Iteration 8Q: 3 clusters Score -1068345 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1068424.250000 Penalty: 4503.794922
	Iteration 9Q: 3 clusters Score -1068424 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1068480.125000 Penalty: 4503.794922
	Iteration 10Q: 3 clusters Score -1068480 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1068518.125000 Penalty: 4503.794922
	Iteration 11Q: 3 clusters Score -1068518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1068544.375000 Penalty: 4503.794922
	Iteration 12Q: 3 clusters Score -1068544 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1068564.875000 Penalty: 4503.794922
	Iteration 13Q: 3 clusters Score -1068565 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1068574.500000 Penalty: 4503.794922
	Iteration 14Q: 3 clusters Score -1068574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1068590.000000 Penalty: 4503.794922
	Iteration 15Q: 3 clusters Score -1068590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1068603.000000 Penalty: 4503.794922
	Iteration 16Q: 3 clusters Score -1068603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1068612.625000 Penalty: 4503.794922
	Iteration 17Q: 3 clusters Score -1068613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1068617.875000 Penalty: 4503.794922
	Iteration 18Q: 3 clusters Score -1068618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1068620.250000 Penalty: 4503.794922
	Iteration 19Q: 3 clusters Score -1068620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1068625.750000 Penalty: 4503.794922
	Iteration 20F: 3 clusters Score -1068626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1068626.375000 Penalty: 4503.794922
	Iteration 21Q: 3 clusters Score -1068626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1068630.000000 Penalty: 4503.794922
	Iteration 22Q: 3 clusters Score -1068630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1068631.250000 Penalty: 4503.794922
	Iteration 23Q: 3 clusters Score -1068631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1068631.250000 Penalty: 4503.794922
	Iteration 24Q: 3 clusters Score -1068631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1068633.250000 Penalty: 4503.794922
	Iteration 25Q: 3 clusters Score -1068633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1068632.125000 Penalty: 4503.794922
	Iteration 26Q: 3 clusters Score -1068632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1068631.750000 Penalty: 4503.794922
	Iteration 27Q: 3 clusters Score -1068632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1068631.625000 Penalty: 4503.794922
	Iteration 28Q: 3 clusters Score -1068632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1068634.000000 Penalty: 4503.794922
	Iteration 29Q: 3 clusters Score -1068634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1068632.750000 Penalty: 4503.794922
	Iteration 30Q: 3 clusters Score -1068633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1068632.625000 Penalty: 4503.794922
	Iteration 31Q: 3 clusters Score -1068633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1068633.250000 Penalty: 4503.794922
	Iteration 32Q: 3 clusters Score -1068633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1068634.125000 Penalty: 4503.794922
	Iteration 33Q: 3 clusters Score -1068634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1068635.750000 Penalty: 4503.794922
	Iteration 34Q: 3 clusters Score -1068636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1068632.750000 Penalty: 4503.794922
	Iteration 35Q: 3 clusters Score -1068633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1068633.875000 Penalty: 4503.794922
	Iteration 36Q: 3 clusters Score -1068634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1068632.625000 Penalty: 4503.794922
	Iteration 37Q: 3 clusters Score -1068633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1068632.625000 Penalty: 4503.794922
	Iteration 38F: 3 clusters Score -1068633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -136959.953125 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -136960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -134934.765625 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -134934.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -135409.390625 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -135409.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -135657.828125 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -135657.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -135869.015625 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -135869 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -136074.609375 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -136074.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -136268.687500 Penalty: 3514.606934
	Iteration 5F: 3 clusters Score -136268.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -136378.906250 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -136378.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -136473.312500 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -136473.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -136556.250000 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -136556.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -136659.296875 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -136659.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -136771.187500 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -136771.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -136856.687500 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -136856.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -136900.703125 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -136900.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -136924.312500 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -136924.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -136940.593750 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -136940.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -136948.234375 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -136948.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -136950.968750 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -136951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -136952.703125 Penalty: 3514.606934
	Iteration 17Q: 3 clusters Score -136952.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136954.296875 Penalty: 3514.606934
	Iteration 18Q: 3 clusters Score -136954.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -136954.750000 Penalty: 3514.606934
	Iteration 19Q: 3 clusters Score -136954.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -136954.750000 Penalty: 3514.606934
	Iteration 20F: 3 clusters Score -136954.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (146395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146395 members 
Entering Unmasked Estep 
Score: -18732446.000000 Penalty: 2949.727783
	Iteration 0F: 2 clusters Score -1.873245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -18637974.000000 Penalty: 5899.455566
	Iteration 0F: 3 clusters Score -1.863797e+07 nChanged 70014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 75332 members 
Entering Unmasked Estep 
Score: -18678810.000000 Penalty: 5899.455566
	Iteration 1F: 3 clusters Score -1.867881e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70032 members 
Mstep: Class 2 contains 76363 members 
Entering Unmasked Estep 
Score: -18679748.000000 Penalty: 5899.455566
	Iteration 2Q: 3 clusters Score -1.867975e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68487 members 
Mstep: Class 2 contains 77908 members 
Entering Unmasked Estep 
Score: -18680924.000000 Penalty: 5899.455566
	Iteration 3Q: 3 clusters Score -1.868092e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66257 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -18682358.000000 Penalty: 5899.455566
	Iteration 4Q: 3 clusters Score -1.868236e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -18684590.000000 Penalty: 5899.455566
	Iteration 5Q: 3 clusters Score -1.868459e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 87779 members 
Entering Unmasked Estep 
Score: -18688040.000000 Penalty: 5899.455566
	Iteration 6Q: 3 clusters Score -1.868804e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -18693226.000000 Penalty: 5899.455566
	Iteration 7F: 3 clusters Score -1.869323e+07 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 100419 members 
Entering Unmasked Estep 
Score: -18700186.000000 Penalty: 5899.455566
	Iteration 8F: 3 clusters Score -1.870019e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 107110 members 
Entering Unmasked Estep 
Score: -18707166.000000 Penalty: 5899.455566
	Iteration 9F: 3 clusters Score -1.870717e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 112495 members 
Entering Unmasked Estep 
Score: -18712952.000000 Penalty: 5899.455566
	Iteration 10F: 3 clusters Score -1.871295e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 116355 members 
Entering Unmasked Estep 
Score: -18716684.000000 Penalty: 5899.455566
	Iteration 11Q: 3 clusters Score -1.871668e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 119190 members 
Entering Unmasked Estep 
Score: -18719246.000000 Penalty: 5899.455566
	Iteration 12Q: 3 clusters Score -1.871925e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 121538 members 
Entering Unmasked Estep 
Score: -18720942.000000 Penalty: 5899.455566
	Iteration 13Q: 3 clusters Score -1.872094e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 123646 members 
Entering Unmasked Estep 
Score: -18722526.000000 Penalty: 5899.455566
	Iteration 14Q: 3 clusters Score -1.872253e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 125573 members 
Entering Unmasked Estep 
Score: -18723882.000000 Penalty: 5899.455566
	Iteration 15Q: 3 clusters Score -1.872388e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 127117 members 
Entering Unmasked Estep 
Score: -18725004.000000 Penalty: 5899.455566
	Iteration 16Q: 3 clusters Score -1.8725e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 128461 members 
Entering Unmasked Estep 
Score: -18725854.000000 Penalty: 5899.455566
	Iteration 17Q: 3 clusters Score -1.872585e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 129634 members 
Entering Unmasked Estep 
Score: -18726398.000000 Penalty: 5899.455566
	Iteration 18Q: 3 clusters Score -1.87264e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 130572 members 
Entering Unmasked Estep 
Score: -18726730.000000 Penalty: 5899.455566
	Iteration 19Q: 3 clusters Score -1.872673e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 131384 members 
Entering Unmasked Estep 
Score: -18727068.000000 Penalty: 5899.455566
	Iteration 20F: 3 clusters Score -1.872707e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 132138 members 
Entering Unmasked Estep 
Score: -18727308.000000 Penalty: 5899.455566
	Iteration 21Q: 3 clusters Score -1.872731e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 132842 members 
Entering Unmasked Estep 
Score: -18727480.000000 Penalty: 5899.455566
	Iteration 22Q: 3 clusters Score -1.872748e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 133474 members 
Entering Unmasked Estep 
Score: -18727630.000000 Penalty: 5899.455566
	Iteration 23Q: 3 clusters Score -1.872763e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 134048 members 
Entering Unmasked Estep 
Score: -18727836.000000 Penalty: 5899.455566
	Iteration 24Q: 3 clusters Score -1.872784e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 134569 members 
Entering Unmasked Estep 
Score: -18727960.000000 Penalty: 5899.455566
	Iteration 25Q: 3 clusters Score -1.872796e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 135085 members 
Entering Unmasked Estep 
Score: -18728130.000000 Penalty: 5899.455566
	Iteration 26Q: 3 clusters Score -1.872813e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 135596 members 
Entering Unmasked Estep 
Score: -18728246.000000 Penalty: 5899.455566
	Iteration 27Q: 3 clusters Score -1.872825e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 136077 members 
Entering Unmasked Estep 
Score: -18728340.000000 Penalty: 5899.455566
	Iteration 28Q: 3 clusters Score -1.872834e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 136539 members 
Entering Unmasked Estep 
Score: -18728494.000000 Penalty: 5899.455566
	Iteration 29Q: 3 clusters Score -1.872849e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 136979 members 
Entering Unmasked Estep 
Score: -18728612.000000 Penalty: 5899.455566
	Iteration 30Q: 3 clusters Score -1.872861e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 137397 members 
Entering Unmasked Estep 
Score: -18728730.000000 Penalty: 5899.455566
	Iteration 31Q: 3 clusters Score -1.872873e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 137804 members 
Entering Unmasked Estep 
Score: -18728920.000000 Penalty: 5899.455566
	Iteration 32Q: 3 clusters Score -1.872892e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 138242 members 
Entering Unmasked Estep 
Score: -18729008.000000 Penalty: 5899.455566
	Iteration 33Q: 3 clusters Score -1.872901e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 138626 members 
Entering Unmasked Estep 
Score: -18729158.000000 Penalty: 5899.455566
	Iteration 34Q: 3 clusters Score -1.872916e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 138960 members 
Entering Unmasked Estep 
Score: -18729204.000000 Penalty: 5899.455566
	Iteration 35Q: 3 clusters Score -1.87292e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 139301 members 
Entering Unmasked Estep 
Score: -18729282.000000 Penalty: 5899.455566
	Iteration 36Q: 3 clusters Score -1.872928e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 139622 members 
Entering Unmasked Estep 
Score: -18729424.000000 Penalty: 5899.455566
	Iteration 37Q: 3 clusters Score -1.872942e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 139898 members 
Entering Unmasked Estep 
Score: -18729476.000000 Penalty: 5899.455566
	Iteration 38Q: 3 clusters Score -1.872948e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 140119 members 
Entering Unmasked Estep 
Score: -18729492.000000 Penalty: 5899.455566
	Iteration 39Q: 3 clusters Score -1.872949e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 140350 members 
Entering Unmasked Estep 
Score: -18729482.000000 Penalty: 5899.455566
	Iteration 40F: 3 clusters Score -1.872948e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 140555 members 
Entering Unmasked Estep 
Score: -18729554.000000 Penalty: 5899.455566
	Iteration 41Q: 3 clusters Score -1.872955e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 140743 members 
Entering Unmasked Estep 
Score: -18729570.000000 Penalty: 5899.455566
	Iteration 42Q: 3 clusters Score -1.872957e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 140921 members 
Entering Unmasked Estep 
Score: -18729612.000000 Penalty: 5899.455566
	Iteration 43Q: 3 clusters Score -1.872961e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 141099 members 
Entering Unmasked Estep 
Score: -18729616.000000 Penalty: 5899.455566
	Iteration 44Q: 3 clusters Score -1.872962e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 141270 members 
Entering Unmasked Estep 
Score: -18729630.000000 Penalty: 5899.455566
	Iteration 45Q: 3 clusters Score -1.872963e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 141427 members 
Entering Unmasked Estep 
Score: -18729708.000000 Penalty: 5899.455566
	Iteration 46Q: 3 clusters Score -1.872971e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 141581 members 
Entering Unmasked Estep 
Score: -18729748.000000 Penalty: 5899.455566
	Iteration 47Q: 3 clusters Score -1.872975e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 141745 members 
Entering Unmasked Estep 
Score: -18729764.000000 Penalty: 5899.455566
	Iteration 48Q: 3 clusters Score -1.872976e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 141893 members 
Entering Unmasked Estep 
Score: -18729748.000000 Penalty: 5899.455566
	Iteration 49Q: 3 clusters Score -1.872975e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 142030 members 
Entering Unmasked Estep 
Score: -18729812.000000 Penalty: 5899.455566
	Iteration 50Q: 3 clusters Score -1.872981e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 142176 members 
Entering Unmasked Estep 
Score: -18729856.000000 Penalty: 5899.455566
	Iteration 51Q: 3 clusters Score -1.872986e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 142331 members 
Entering Unmasked Estep 
Score: -18729870.000000 Penalty: 5899.455566
	Iteration 52Q: 3 clusters Score -1.872987e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 142454 members 
Entering Unmasked Estep 
Score: -18729844.000000 Penalty: 5899.455566
	Iteration 53Q: 3 clusters Score -1.872984e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 142574 members 
Entering Unmasked Estep 
Score: -18729886.000000 Penalty: 5899.455566
	Iteration 54Q: 3 clusters Score -1.872989e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 142697 members 
Entering Unmasked Estep 
Score: -18729904.000000 Penalty: 5899.455566
	Iteration 55Q: 3 clusters Score -1.87299e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 142785 members 
Entering Unmasked Estep 
Score: -18729892.000000 Penalty: 5899.455566
	Iteration 56Q: 3 clusters Score -1.872989e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 142873 members 
Entering Unmasked Estep 
Score: -18729922.000000 Penalty: 5899.455566
	Iteration 57Q: 3 clusters Score -1.872992e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 142946 members 
Entering Unmasked Estep 
Score: -18729912.000000 Penalty: 5899.455566
	Iteration 58Q: 3 clusters Score -1.872991e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 143018 members 
Entering Unmasked Estep 
Score: -18729930.000000 Penalty: 5899.455566
	Iteration 59Q: 3 clusters Score -1.872993e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 143083 members 
Entering Unmasked Estep 
Score: -18729950.000000 Penalty: 5899.455566
	Iteration 60F: 3 clusters Score -1.872995e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 143142 members 
Entering Unmasked Estep 
Score: -18729978.000000 Penalty: 5899.455566
	Iteration 61Q: 3 clusters Score -1.872998e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 143181 members 
Entering Unmasked Estep 
Score: -18729992.000000 Penalty: 5899.455566
	Iteration 62Q: 3 clusters Score -1.872999e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 143216 members 
Entering Unmasked Estep 
Score: -18730000.000000 Penalty: 5899.455566
	Iteration 63Q: 3 clusters Score -1.873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 143250 members 
Entering Unmasked Estep 
Score: -18730002.000000 Penalty: 5899.455566
	Iteration 64Q: 3 clusters Score -1.873e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 143280 members 
Entering Unmasked Estep 
Score: -18729980.000000 Penalty: 5899.455566
	Iteration 65Q: 3 clusters Score -1.872998e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 143301 members 
Entering Unmasked Estep 
Score: -18729972.000000 Penalty: 5899.455566
	Iteration 66Q: 3 clusters Score -1.872997e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 143322 members 
Entering Unmasked Estep 
Score: -18729964.000000 Penalty: 5899.455566
	Iteration 67Q: 3 clusters Score -1.872996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 143337 members 
Entering Unmasked Estep 
Score: -18729952.000000 Penalty: 5899.455566
	Iteration 68Q: 3 clusters Score -1.872995e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 143357 members 
Entering Unmasked Estep 
Score: -18729966.000000 Penalty: 5899.455566
	Iteration 69Q: 3 clusters Score -1.872997e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 143377 members 
Entering Unmasked Estep 
Score: -18729964.000000 Penalty: 5899.455566
	Iteration 70Q: 3 clusters Score -1.872996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 143404 members 
Entering Unmasked Estep 
Score: -18729962.000000 Penalty: 5899.455566
	Iteration 71Q: 3 clusters Score -1.872996e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 143431 members 
Entering Unmasked Estep 
Score: -18729982.000000 Penalty: 5899.455566
	Iteration 72Q: 3 clusters Score -1.872998e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 143461 members 
Entering Unmasked Estep 
Score: -18729998.000000 Penalty: 5899.455566
	Iteration 73Q: 3 clusters Score -1.873e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 143484 members 
Entering Unmasked Estep 
Score: -18730006.000000 Penalty: 5899.455566
	Iteration 74Q: 3 clusters Score -1.873001e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 143512 members 
Entering Unmasked Estep 
Score: -18730004.000000 Penalty: 5899.455566
	Iteration 75Q: 3 clusters Score -1.873e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 143534 members 
Entering Unmasked Estep 
Score: -18730012.000000 Penalty: 5899.455566
	Iteration 76Q: 3 clusters Score -1.873001e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 143565 members 
Entering Unmasked Estep 
Score: -18730042.000000 Penalty: 5899.455566
	Iteration 77Q: 3 clusters Score -1.873004e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 143598 members 
Entering Unmasked Estep 
Score: -18730026.000000 Penalty: 5899.455566
	Iteration 78Q: 3 clusters Score -1.873003e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 143635 members 
Entering Unmasked Estep 
Score: -18730036.000000 Penalty: 5899.455566
	Iteration 79Q: 3 clusters Score -1.873004e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 143673 members 
Entering Unmasked Estep 
Score: -18730034.000000 Penalty: 5899.455566
	Iteration 80F: 3 clusters Score -1.873003e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 143709 members 
Entering Unmasked Estep 
Score: -18730030.000000 Penalty: 5899.455566
	Iteration 81Q: 3 clusters Score -1.873003e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 143727 members 
Entering Unmasked Estep 
Score: -18730058.000000 Penalty: 5899.455566
	Iteration 82Q: 3 clusters Score -1.873006e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 143743 members 
Entering Unmasked Estep 
Score: -18730054.000000 Penalty: 5899.455566
	Iteration 83Q: 3 clusters Score -1.873005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 143756 members 
Entering Unmasked Estep 
Score: -18730040.000000 Penalty: 5899.455566
	Iteration 84Q: 3 clusters Score -1.873004e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 143767 members 
Entering Unmasked Estep 
Score: -18730042.000000 Penalty: 5899.455566
	Iteration 85Q: 3 clusters Score -1.873004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 143785 members 
Entering Unmasked Estep 
Score: -18730034.000000 Penalty: 5899.455566
	Iteration 86Q: 3 clusters Score -1.873003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 143795 members 
Entering Unmasked Estep 
Score: -18730024.000000 Penalty: 5899.455566
	Iteration 87Q: 3 clusters Score -1.873002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 143806 members 
Entering Unmasked Estep 
Score: -18730030.000000 Penalty: 5899.455566
	Iteration 88Q: 3 clusters Score -1.873003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 143812 members 
Entering Unmasked Estep 
Score: -18730022.000000 Penalty: 5899.455566
	Iteration 89Q: 3 clusters Score -1.873002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 143817 members 
Entering Unmasked Estep 
Score: -18730020.000000 Penalty: 5899.455566
	Iteration 90Q: 3 clusters Score -1.873002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 143820 members 
Entering Unmasked Estep 
Score: -18730020.000000 Penalty: 5899.455566
	Iteration 91Q: 3 clusters Score -1.873002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 143825 members 
Entering Unmasked Estep 
Score: -18730028.000000 Penalty: 5899.455566
	Iteration 92Q: 3 clusters Score -1.873003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 143829 members 
Entering Unmasked Estep 
Score: -18730036.000000 Penalty: 5899.455566
	Iteration 93Q: 3 clusters Score -1.873004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 143833 members 
Entering Unmasked Estep 
Score: -18730040.000000 Penalty: 5899.455566
	Iteration 94Q: 3 clusters Score -1.873004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 143839 members 
Entering Unmasked Estep 
Score: -18730040.000000 Penalty: 5899.455566
	Iteration 95Q: 3 clusters Score -1.873004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 143844 members 
Entering Unmasked Estep 
Score: -18730036.000000 Penalty: 5899.455566
	Iteration 96Q: 3 clusters Score -1.873004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 143850 members 
Entering Unmasked Estep 
Score: -18730044.000000 Penalty: 5899.455566
	Iteration 97Q: 3 clusters Score -1.873004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 143862 members 
Entering Unmasked Estep 
Score: -18730042.000000 Penalty: 5899.455566
	Iteration 98Q: 3 clusters Score -1.873004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 143877 members 
Entering Unmasked Estep 
Score: -18730050.000000 Penalty: 5899.455566
	Iteration 99Q: 3 clusters Score -1.873005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 143890 members 
Entering Unmasked Estep 
Score: -18730054.000000 Penalty: 5899.455566
	Iteration 100F: 3 clusters Score -1.873005e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 143906 members 
Entering Unmasked Estep 
Score: -18730066.000000 Penalty: 5899.455566
	Iteration 101Q: 3 clusters Score -1.873007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 143920 members 
Entering Unmasked Estep 
Score: -18730080.000000 Penalty: 5899.455566
	Iteration 102Q: 3 clusters Score -1.873008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 143929 members 
Entering Unmasked Estep 
Score: -18730084.000000 Penalty: 5899.455566
	Iteration 103Q: 3 clusters Score -1.873008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 143939 members 
Entering Unmasked Estep 
Score: -18730094.000000 Penalty: 5899.455566
	Iteration 104Q: 3 clusters Score -1.873009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 143945 members 
Entering Unmasked Estep 
Score: -18730080.000000 Penalty: 5899.455566
	Iteration 105Q: 3 clusters Score -1.873008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 143947 members 
Entering Unmasked Estep 
Score: -18730084.000000 Penalty: 5899.455566
	Iteration 106Q: 3 clusters Score -1.873008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 143949 members 
Entering Unmasked Estep 
Score: -18730074.000000 Penalty: 5899.455566
	Iteration 107Q: 3 clusters Score -1.873007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 143954 members 
Entering Unmasked Estep 
Score: -18730078.000000 Penalty: 5899.455566
	Iteration 108Q: 3 clusters Score -1.873008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 143956 members 
Entering Unmasked Estep 
Score: -18730080.000000 Penalty: 5899.455566
	Iteration 109Q: 3 clusters Score -1.873008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 143956 members 
Entering Unmasked Estep 
Score: -18730080.000000 Penalty: 5899.455566
	Iteration 110F: 3 clusters Score -1.873008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Entering Unmasked Estep 
Score: -7468510.000000 Penalty: 2730.836914
	Iteration 0F: 2 clusters Score -7468510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -7427834.000000 Penalty: 5461.673828
	Iteration 0F: 3 clusters Score -7427834 nChanged 28034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -7443802.500000 Penalty: 5461.673828
	Iteration 1F: 3 clusters Score -7443802 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -7444710.500000 Penalty: 5461.673828
	Iteration 2Q: 3 clusters Score -7444710 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -7446096.500000 Penalty: 5461.673828
	Iteration 3F: 3 clusters Score -7446096 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -7447656.000000 Penalty: 5461.673828
	Iteration 4F: 3 clusters Score -7447656 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -7449230.000000 Penalty: 5461.673828
	Iteration 5F: 3 clusters Score -7449230 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -7450680.000000 Penalty: 5461.673828
	Iteration 6F: 3 clusters Score -7450680 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -7451821.000000 Penalty: 5461.673828
	Iteration 7Q: 3 clusters Score -7451821 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -7452653.000000 Penalty: 5461.673828
	Iteration 8Q: 3 clusters Score -7452653 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -7453208.500000 Penalty: 5461.673828
	Iteration 9Q: 3 clusters Score -7453208 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -7453605.500000 Penalty: 5461.673828
	Iteration 10Q: 3 clusters Score -7453606 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -7453916.000000 Penalty: 5461.673828
	Iteration 11Q: 3 clusters Score -7453916 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -7454050.500000 Penalty: 5461.673828
	Iteration 12Q: 3 clusters Score -7454050 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -7454185.500000 Penalty: 5461.673828
	Iteration 13Q: 3 clusters Score -7454186 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -7454410.500000 Penalty: 5461.673828
	Iteration 14Q: 3 clusters Score -7454410 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -7454554.500000 Penalty: 5461.673828
	Iteration 15Q: 3 clusters Score -7454554 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -7454681.500000 Penalty: 5461.673828
	Iteration 16Q: 3 clusters Score -7454682 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -7454859.000000 Penalty: 5461.673828
	Iteration 17Q: 3 clusters Score -7454859 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -7455104.500000 Penalty: 5461.673828
	Iteration 18Q: 3 clusters Score -7455104 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -7455403.000000 Penalty: 5461.673828
	Iteration 19Q: 3 clusters Score -7455403 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -7455676.000000 Penalty: 5461.673828
	Iteration 20F: 3 clusters Score -7455676 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -7456154.500000 Penalty: 5461.673828
	Iteration 21Q: 3 clusters Score -7456154 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -7456799.500000 Penalty: 5461.673828
	Iteration 22Q: 3 clusters Score -7456800 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -7457669.000000 Penalty: 5461.673828
	Iteration 23Q: 3 clusters Score -7457669 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -7458696.500000 Penalty: 5461.673828
	Iteration 24Q: 3 clusters Score -7458696 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -7459636.000000 Penalty: 5461.673828
	Iteration 25Q: 3 clusters Score -7459636 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -7460509.000000 Penalty: 5461.673828
	Iteration 26Q: 3 clusters Score -7460509 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -7461190.000000 Penalty: 5461.673828
	Iteration 27Q: 3 clusters Score -7461190 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -7461747.500000 Penalty: 5461.673828
	Iteration 28Q: 3 clusters Score -7461748 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -7462249.500000 Penalty: 5461.673828
	Iteration 29Q: 3 clusters Score -7462250 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -7462732.500000 Penalty: 5461.673828
	Iteration 30Q: 3 clusters Score -7462732 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -7463141.000000 Penalty: 5461.673828
	Iteration 31Q: 3 clusters Score -7463141 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -7463514.000000 Penalty: 5461.673828
	Iteration 32Q: 3 clusters Score -7463514 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -7463862.000000 Penalty: 5461.673828
	Iteration 33Q: 3 clusters Score -7463862 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -7464127.000000 Penalty: 5461.673828
	Iteration 34Q: 3 clusters Score -7464127 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -7464382.500000 Penalty: 5461.673828
	Iteration 35Q: 3 clusters Score -7464382 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -7464546.500000 Penalty: 5461.673828
	Iteration 36Q: 3 clusters Score -7464546 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -7464722.500000 Penalty: 5461.673828
	Iteration 37Q: 3 clusters Score -7464722 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -7464875.500000 Penalty: 5461.673828
	Iteration 38Q: 3 clusters Score -7464876 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -7465032.000000 Penalty: 5461.673828
	Iteration 39Q: 3 clusters Score -7465032 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -7465185.000000 Penalty: 5461.673828
	Iteration 40F: 3 clusters Score -7465185 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -7465288.500000 Penalty: 5461.673828
	Iteration 41Q: 3 clusters Score -7465288 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -7465393.500000 Penalty: 5461.673828
	Iteration 42Q: 3 clusters Score -7465394 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -7465530.500000 Penalty: 5461.673828
	Iteration 43Q: 3 clusters Score -7465530 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -7465622.000000 Penalty: 5461.673828
	Iteration 44Q: 3 clusters Score -7465622 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -7465709.500000 Penalty: 5461.673828
	Iteration 45Q: 3 clusters Score -7465710 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -7465781.000000 Penalty: 5461.673828
	Iteration 46Q: 3 clusters Score -7465781 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -7465823.500000 Penalty: 5461.673828
	Iteration 47Q: 3 clusters Score -7465824 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -7465851.000000 Penalty: 5461.673828
	Iteration 48Q: 3 clusters Score -7465851 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -7465884.000000 Penalty: 5461.673828
	Iteration 49Q: 3 clusters Score -7465884 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 54765 members 
Entering Unmasked Estep 
Score: -7465924.500000 Penalty: 5461.673828
	Iteration 50Q: 3 clusters Score -7465924 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 54930 members 
Entering Unmasked Estep 
Score: -7465942.500000 Penalty: 5461.673828
	Iteration 51Q: 3 clusters Score -7465942 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -7465978.000000 Penalty: 5461.673828
	Iteration 52Q: 3 clusters Score -7465978 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -7465992.000000 Penalty: 5461.673828
	Iteration 53Q: 3 clusters Score -7465992 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -7466003.000000 Penalty: 5461.673828
	Iteration 54Q: 3 clusters Score -7466003 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 55414 members 
Entering Unmasked Estep 
Score: -7466025.000000 Penalty: 5461.673828
	Iteration 55Q: 3 clusters Score -7466025 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 55490 members 
Entering Unmasked Estep 
Score: -7466053.000000 Penalty: 5461.673828
	Iteration 56Q: 3 clusters Score -7466053 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -7466072.000000 Penalty: 5461.673828
	Iteration 57Q: 3 clusters Score -7466072 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 55649 members 
Entering Unmasked Estep 
Score: -7466065.000000 Penalty: 5461.673828
	Iteration 58Q: 3 clusters Score -7466065 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -7466075.500000 Penalty: 5461.673828
	Iteration 59Q: 3 clusters Score -7466076 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -7466084.000000 Penalty: 5461.673828
	Iteration 60F: 3 clusters Score -7466084 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -7466093.500000 Penalty: 5461.673828
	Iteration 61Q: 3 clusters Score -7466094 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -7466107.500000 Penalty: 5461.673828
	Iteration 62Q: 3 clusters Score -7466108 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -7466135.500000 Penalty: 5461.673828
	Iteration 63Q: 3 clusters Score -7466136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -7466137.000000 Penalty: 5461.673828
	Iteration 64Q: 3 clusters Score -7466137 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -7466140.500000 Penalty: 5461.673828
	Iteration 65Q: 3 clusters Score -7466140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -7466146.000000 Penalty: 5461.673828
	Iteration 66Q: 3 clusters Score -7466146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -7466158.500000 Penalty: 5461.673828
	Iteration 67Q: 3 clusters Score -7466158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -7466170.500000 Penalty: 5461.673828
	Iteration 68Q: 3 clusters Score -7466170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -7466176.000000 Penalty: 5461.673828
	Iteration 69Q: 3 clusters Score -7466176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -7466186.500000 Penalty: 5461.673828
	Iteration 70Q: 3 clusters Score -7466186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -7466205.000000 Penalty: 5461.673828
	Iteration 71Q: 3 clusters Score -7466205 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -7466212.000000 Penalty: 5461.673828
	Iteration 72Q: 3 clusters Score -7466212 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -7466231.500000 Penalty: 5461.673828
	Iteration 73Q: 3 clusters Score -7466232 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -7466228.000000 Penalty: 5461.673828
	Iteration 74Q: 3 clusters Score -7466228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -7466223.500000 Penalty: 5461.673828
	Iteration 75Q: 3 clusters Score -7466224 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -7466235.000000 Penalty: 5461.673828
	Iteration 76Q: 3 clusters Score -7466235 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -7466242.500000 Penalty: 5461.673828
	Iteration 77Q: 3 clusters Score -7466242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -7466246.000000 Penalty: 5461.673828
	Iteration 78Q: 3 clusters Score -7466246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -7466255.500000 Penalty: 5461.673828
	Iteration 79Q: 3 clusters Score -7466256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -7466271.000000 Penalty: 5461.673828
	Iteration 80F: 3 clusters Score -7466271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -7466285.500000 Penalty: 5461.673828
	Iteration 81Q: 3 clusters Score -7466286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -7466283.000000 Penalty: 5461.673828
	Iteration 82Q: 3 clusters Score -7466283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 56894 members 
Entering Unmasked Estep 
Score: -7466284.500000 Penalty: 5461.673828
	Iteration 83Q: 3 clusters Score -7466284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -7466286.500000 Penalty: 5461.673828
	Iteration 84Q: 3 clusters Score -7466286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -7466288.000000 Penalty: 5461.673828
	Iteration 85Q: 3 clusters Score -7466288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -7466290.000000 Penalty: 5461.673828
	Iteration 86Q: 3 clusters Score -7466290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -7466301.000000 Penalty: 5461.673828
	Iteration 87Q: 3 clusters Score -7466301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 56969 members 
Entering Unmasked Estep 
Score: -7466306.500000 Penalty: 5461.673828
	Iteration 88Q: 3 clusters Score -7466306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
Score: -7466302.000000 Penalty: 5461.673828
	Iteration 89Q: 3 clusters Score -7466302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -7466302.500000 Penalty: 5461.673828
	Iteration 90Q: 3 clusters Score -7466302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -7466303.000000 Penalty: 5461.673828
	Iteration 91Q: 3 clusters Score -7466303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -7466322.500000 Penalty: 5461.673828
	Iteration 92Q: 3 clusters Score -7466322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -7466318.000000 Penalty: 5461.673828
	Iteration 93Q: 3 clusters Score -7466318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -7466324.500000 Penalty: 5461.673828
	Iteration 94Q: 3 clusters Score -7466324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -7466339.000000 Penalty: 5461.673828
	Iteration 95Q: 3 clusters Score -7466339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -7466345.500000 Penalty: 5461.673828
	Iteration 96Q: 3 clusters Score -7466346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -7466349.500000 Penalty: 5461.673828
	Iteration 97Q: 3 clusters Score -7466350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -7466354.500000 Penalty: 5461.673828
	Iteration 98Q: 3 clusters Score -7466354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 57201 members 
Entering Unmasked Estep 
Score: -7466355.500000 Penalty: 5461.673828
	Iteration 99Q: 3 clusters Score -7466356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 57207 members 
Entering Unmasked Estep 
Score: -7466359.000000 Penalty: 5461.673828
	Iteration 100F: 3 clusters Score -7466359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -7466354.500000 Penalty: 5461.673828
	Iteration 101Q: 3 clusters Score -7466354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -7466360.000000 Penalty: 5461.673828
	Iteration 102Q: 3 clusters Score -7466360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 57238 members 
Entering Unmasked Estep 
Score: -7466376.500000 Penalty: 5461.673828
	Iteration 103Q: 3 clusters Score -7466376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -7466372.000000 Penalty: 5461.673828
	Iteration 104Q: 3 clusters Score -7466372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -7466378.000000 Penalty: 5461.673828
	Iteration 105Q: 3 clusters Score -7466378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -7466368.500000 Penalty: 5461.673828
	Iteration 106Q: 3 clusters Score -7466368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -7466365.500000 Penalty: 5461.673828
	Iteration 107Q: 3 clusters Score -7466366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -7466367.500000 Penalty: 5461.673828
	Iteration 108Q: 3 clusters Score -7466368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -7466367.500000 Penalty: 5461.673828
	Iteration 109Q: 3 clusters Score -7466368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -7466365.000000 Penalty: 5461.673828
	Iteration 110Q: 3 clusters Score -7466365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -7466378.500000 Penalty: 5461.673828
	Iteration 111Q: 3 clusters Score -7466378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -7466383.500000 Penalty: 5461.673828
	Iteration 112Q: 3 clusters Score -7466384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -7466400.500000 Penalty: 5461.673828
	Iteration 113Q: 3 clusters Score -7466400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -7466395.000000 Penalty: 5461.673828
	Iteration 114Q: 3 clusters Score -7466395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -7466403.500000 Penalty: 5461.673828
	Iteration 115Q: 3 clusters Score -7466404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -7466403.000000 Penalty: 5461.673828
	Iteration 116Q: 3 clusters Score -7466403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -7466402.000000 Penalty: 5461.673828
	Iteration 117Q: 3 clusters Score -7466402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -7466415.500000 Penalty: 5461.673828
	Iteration 118Q: 3 clusters Score -7466416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -7466410.500000 Penalty: 5461.673828
	Iteration 119Q: 3 clusters Score -7466410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 57444 members 
Entering Unmasked Estep 
Score: -7466405.500000 Penalty: 5461.673828
	Iteration 120F: 3 clusters Score -7466406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -7466401.000000 Penalty: 5461.673828
	Iteration 121Q: 3 clusters Score -7466401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -7466398.500000 Penalty: 5461.673828
	Iteration 122Q: 3 clusters Score -7466398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -7466403.000000 Penalty: 5461.673828
	Iteration 123Q: 3 clusters Score -7466403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -7466405.500000 Penalty: 5461.673828
	Iteration 124Q: 3 clusters Score -7466406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -7466417.000000 Penalty: 5461.673828
	Iteration 125Q: 3 clusters Score -7466417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -7466419.500000 Penalty: 5461.673828
	Iteration 126Q: 3 clusters Score -7466420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -7466432.000000 Penalty: 5461.673828
	Iteration 127Q: 3 clusters Score -7466432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -7466427.500000 Penalty: 5461.673828
	Iteration 128Q: 3 clusters Score -7466428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
Score: -7466437.500000 Penalty: 5461.673828
	Iteration 129Q: 3 clusters Score -7466438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -7466436.500000 Penalty: 5461.673828
	Iteration 130Q: 3 clusters Score -7466436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 57539 members 
Entering Unmasked Estep 
Score: -7466437.000000 Penalty: 5461.673828
	Iteration 131Q: 3 clusters Score -7466437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -7466435.500000 Penalty: 5461.673828
	Iteration 132Q: 3 clusters Score -7466436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -7466437.500000 Penalty: 5461.673828
	Iteration 133Q: 3 clusters Score -7466438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -7466443.500000 Penalty: 5461.673828
	Iteration 134Q: 3 clusters Score -7466444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -7466450.000000 Penalty: 5461.673828
	Iteration 135Q: 3 clusters Score -7466450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -7466447.000000 Penalty: 5461.673828
	Iteration 136Q: 3 clusters Score -7466447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -7466448.500000 Penalty: 5461.673828
	Iteration 137Q: 3 clusters Score -7466448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -7466450.000000 Penalty: 5461.673828
	Iteration 138Q: 3 clusters Score -7466450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -7466444.500000 Penalty: 5461.673828
	Iteration 139Q: 3 clusters Score -7466444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -7466450.000000 Penalty: 5461.673828
	Iteration 140F: 3 clusters Score -7466450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -7466449.500000 Penalty: 5461.673828
	Iteration 141Q: 3 clusters Score -7466450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -7466450.000000 Penalty: 5461.673828
	Iteration 142Q: 3 clusters Score -7466450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -7466455.500000 Penalty: 5461.673828
	Iteration 143Q: 3 clusters Score -7466456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -7466455.500000 Penalty: 5461.673828
	Iteration 144F: 3 clusters Score -7466456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Entering Unmasked Estep 
Score: -524568.437500 Penalty: 2068.669922
	Iteration 0F: 2 clusters Score -524568.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -520545.531250 Penalty: 4137.339844
	Iteration 0F: 3 clusters Score -520545.5 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -521480.468750 Penalty: 4137.339844
	Iteration 1F: 3 clusters Score -521480.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -521730.187500 Penalty: 4137.339844
	Iteration 2F: 3 clusters Score -521730.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -521874.250000 Penalty: 4137.339844
	Iteration 3F: 3 clusters Score -521874.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -521977.875000 Penalty: 4137.339844
	Iteration 4Q: 3 clusters Score -521977.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -522048.562500 Penalty: 4137.339844
	Iteration 5Q: 3 clusters Score -522048.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -522102.781250 Penalty: 4137.339844
	Iteration 6Q: 3 clusters Score -522102.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -522153.468750 Penalty: 4137.339844
	Iteration 7Q: 3 clusters Score -522153.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -522204.250000 Penalty: 4137.339844
	Iteration 8Q: 3 clusters Score -522204.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -522244.156250 Penalty: 4137.339844
	Iteration 9Q: 3 clusters Score -522244.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -522272.625000 Penalty: 4137.339844
	Iteration 10Q: 3 clusters Score -522272.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -522301.562500 Penalty: 4137.339844
	Iteration 11Q: 3 clusters Score -522301.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -522324.968750 Penalty: 4137.339844
	Iteration 12Q: 3 clusters Score -522325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -522342.687500 Penalty: 4137.339844
	Iteration 13Q: 3 clusters Score -522342.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -522366.125000 Penalty: 4137.339844
	Iteration 14Q: 3 clusters Score -522366.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -522391.906250 Penalty: 4137.339844
	Iteration 15Q: 3 clusters Score -522391.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -522411.562500 Penalty: 4137.339844
	Iteration 16Q: 3 clusters Score -522411.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -522425.281250 Penalty: 4137.339844
	Iteration 17Q: 3 clusters Score -522425.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -522435.968750 Penalty: 4137.339844
	Iteration 18Q: 3 clusters Score -522436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -522442.250000 Penalty: 4137.339844
	Iteration 19Q: 3 clusters Score -522442.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -522449.625000 Penalty: 4137.339844
	Iteration 20F: 3 clusters Score -522449.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -522459.843750 Penalty: 4137.339844
	Iteration 21Q: 3 clusters Score -522459.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -522468.531250 Penalty: 4137.339844
	Iteration 22Q: 3 clusters Score -522468.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -522473.468750 Penalty: 4137.339844
	Iteration 23Q: 3 clusters Score -522473.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -522480.500000 Penalty: 4137.339844
	Iteration 24Q: 3 clusters Score -522480.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -522491.218750 Penalty: 4137.339844
	Iteration 25Q: 3 clusters Score -522491.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -522502.812500 Penalty: 4137.339844
	Iteration 26Q: 3 clusters Score -522502.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -522505.718750 Penalty: 4137.339844
	Iteration 27Q: 3 clusters Score -522505.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -522511.531250 Penalty: 4137.339844
	Iteration 28Q: 3 clusters Score -522511.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -522519.781250 Penalty: 4137.339844
	Iteration 29Q: 3 clusters Score -522519.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -522527.218750 Penalty: 4137.339844
	Iteration 30Q: 3 clusters Score -522527.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -522536.500000 Penalty: 4137.339844
	Iteration 31Q: 3 clusters Score -522536.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -522542.093750 Penalty: 4137.339844
	Iteration 32Q: 3 clusters Score -522542.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -522546.468750 Penalty: 4137.339844
	Iteration 33Q: 3 clusters Score -522546.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -522548.968750 Penalty: 4137.339844
	Iteration 34Q: 3 clusters Score -522549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -522551.500000 Penalty: 4137.339844
	Iteration 35Q: 3 clusters Score -522551.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -522551.875000 Penalty: 4137.339844
	Iteration 36Q: 3 clusters Score -522551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -522555.125000 Penalty: 4137.339844
	Iteration 37Q: 3 clusters Score -522555.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -522556.343750 Penalty: 4137.339844
	Iteration 38Q: 3 clusters Score -522556.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -522558.625000 Penalty: 4137.339844
	Iteration 39Q: 3 clusters Score -522558.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -522559.718750 Penalty: 4137.339844
	Iteration 40F: 3 clusters Score -522559.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -522563.468750 Penalty: 4137.339844
	Iteration 41Q: 3 clusters Score -522563.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -522565.281250 Penalty: 4137.339844
	Iteration 42Q: 3 clusters Score -522565.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -522567.562500 Penalty: 4137.339844
	Iteration 43Q: 3 clusters Score -522567.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -522568.687500 Penalty: 4137.339844
	Iteration 44Q: 3 clusters Score -522568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -522570.125000 Penalty: 4137.339844
	Iteration 45Q: 3 clusters Score -522570.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -522570.656250 Penalty: 4137.339844
	Iteration 46Q: 3 clusters Score -522570.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -522570.812500 Penalty: 4137.339844
	Iteration 47Q: 3 clusters Score -522570.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -522573.656250 Penalty: 4137.339844
	Iteration 48Q: 3 clusters Score -522573.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -522574.062500 Penalty: 4137.339844
	Iteration 49Q: 3 clusters Score -522574.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -522577.968750 Penalty: 4137.339844
	Iteration 50Q: 3 clusters Score -522578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -522579.750000 Penalty: 4137.339844
	Iteration 51Q: 3 clusters Score -522579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -522579.750000 Penalty: 4137.339844
	Iteration 52F: 3 clusters Score -522579.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Entering Unmasked Estep 
Score: -4419397.000000 Penalty: 2593.014648
	Iteration 0F: 2 clusters Score -4419397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -4395690.000000 Penalty: 5186.029297
	Iteration 0F: 3 clusters Score -4395690 nChanged 15802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -4404287.500000 Penalty: 5186.029297
	Iteration 1F: 3 clusters Score -4404288 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -4404818.500000 Penalty: 5186.029297
	Iteration 2Q: 3 clusters Score -4404818 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -4405581.500000 Penalty: 5186.029297
	Iteration 3F: 3 clusters Score -4405582 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -4406705.000000 Penalty: 5186.029297
	Iteration 4F: 3 clusters Score -4406705 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -4408394.000000 Penalty: 5186.029297
	Iteration 5F: 3 clusters Score -4408394 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -4410617.500000 Penalty: 5186.029297
	Iteration 6F: 3 clusters Score -4410618 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -4413061.000000 Penalty: 5186.029297
	Iteration 7F: 3 clusters Score -4413061 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4415037.000000 Penalty: 5186.029297
	Iteration 8F: 3 clusters Score -4415037 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4416209.000000 Penalty: 5186.029297
	Iteration 9Q: 3 clusters Score -4416209 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4416664.000000 Penalty: 5186.029297
	Iteration 10Q: 3 clusters Score -4416664 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4416902.000000 Penalty: 5186.029297
	Iteration 11Q: 3 clusters Score -4416902 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4416999.500000 Penalty: 5186.029297
	Iteration 12Q: 3 clusters Score -4417000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4417068.500000 Penalty: 5186.029297
	Iteration 13Q: 3 clusters Score -4417068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4417100.000000 Penalty: 5186.029297
	Iteration 14Q: 3 clusters Score -4417100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4417112.000000 Penalty: 5186.029297
	Iteration 15Q: 3 clusters Score -4417112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4417130.500000 Penalty: 5186.029297
	Iteration 16Q: 3 clusters Score -4417130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4417151.000000 Penalty: 5186.029297
	Iteration 17Q: 3 clusters Score -4417151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4417154.000000 Penalty: 5186.029297
	Iteration 18Q: 3 clusters Score -4417154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4417163.500000 Penalty: 5186.029297
	Iteration 19Q: 3 clusters Score -4417164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4417173.500000 Penalty: 5186.029297
	Iteration 20F: 3 clusters Score -4417174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4417176.000000 Penalty: 5186.029297
	Iteration 21Q: 3 clusters Score -4417176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4417183.500000 Penalty: 5186.029297
	Iteration 22Q: 3 clusters Score -4417184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4417183.500000 Penalty: 5186.029297
	Iteration 23F: 3 clusters Score -4417184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (158206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158206 members 
Entering Unmasked Estep 
Score: -20069618.000000 Penalty: 2968.969971
	Iteration 0F: 2 clusters Score -2.006962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79447 members 
Mstep: Class 2 contains 78759 members 
Entering Unmasked Estep 
Score: -19966388.000000 Penalty: 5937.939941
	Iteration 0F: 3 clusters Score -1.996639e+07 nChanged 75679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -20011206.000000 Penalty: 5937.939941
	Iteration 1F: 3 clusters Score -2.001121e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -20013516.000000 Penalty: 5937.939941
	Iteration 2Q: 3 clusters Score -2.001352e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95937 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -20016820.000000 Penalty: 5937.939941
	Iteration 3Q: 3 clusters Score -2.001682e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104319 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -20022264.000000 Penalty: 5937.939941
	Iteration 4F: 3 clusters Score -2.002226e+07 nChanged 11390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114845 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -20030668.000000 Penalty: 5937.939941
	Iteration 5F: 3 clusters Score -2.003067e+07 nChanged 12318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126597 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -20040970.000000 Penalty: 5937.939941
	Iteration 6F: 3 clusters Score -2.004097e+07 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137456 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -20051216.000000 Penalty: 5937.939941
	Iteration 7F: 3 clusters Score -2.005122e+07 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145667 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -20058488.000000 Penalty: 5937.939941
	Iteration 8F: 3 clusters Score -2.005849e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151033 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -20062912.000000 Penalty: 5937.939941
	Iteration 9Q: 3 clusters Score -2.006291e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154140 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -20065234.000000 Penalty: 5937.939941
	Iteration 10Q: 3 clusters Score -2.006523e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -20066154.000000 Penalty: 5937.939941
	Iteration 11Q: 3 clusters Score -2.006615e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156421 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -20066702.000000 Penalty: 5937.939941
	Iteration 12Q: 3 clusters Score -2.00667e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156767 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -20066918.000000 Penalty: 5937.939941
	Iteration 13Q: 3 clusters Score -2.006692e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156955 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -20067014.000000 Penalty: 5937.939941
	Iteration 14Q: 3 clusters Score -2.006701e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157056 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -20067072.000000 Penalty: 5937.939941
	Iteration 15Q: 3 clusters Score -2.006707e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157129 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -20067162.000000 Penalty: 5937.939941
	Iteration 16Q: 3 clusters Score -2.006716e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157179 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -20067238.000000 Penalty: 5937.939941
	Iteration 17Q: 3 clusters Score -2.006724e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157219 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -20067260.000000 Penalty: 5937.939941
	Iteration 18Q: 3 clusters Score -2.006726e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157240 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -20067288.000000 Penalty: 5937.939941
	Iteration 19Q: 3 clusters Score -2.006729e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157250 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -20067288.000000 Penalty: 5937.939941
	Iteration 20F: 3 clusters Score -2.006729e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157259 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -20067316.000000 Penalty: 5937.939941
	Iteration 21Q: 3 clusters Score -2.006732e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157267 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -20067314.000000 Penalty: 5937.939941
	Iteration 22Q: 3 clusters Score -2.006731e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157272 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -20067324.000000 Penalty: 5937.939941
	Iteration 23Q: 3 clusters Score -2.006732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157271 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -20067328.000000 Penalty: 5937.939941
	Iteration 24Q: 3 clusters Score -2.006733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157274 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -20067326.000000 Penalty: 5937.939941
	Iteration 25Q: 3 clusters Score -2.006733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157278 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -20067328.000000 Penalty: 5937.939941
	Iteration 26Q: 3 clusters Score -2.006733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157274 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -20067310.000000 Penalty: 5937.939941
	Iteration 27Q: 3 clusters Score -2.006731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157271 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -20067322.000000 Penalty: 5937.939941
	Iteration 28Q: 3 clusters Score -2.006732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157264 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -20067328.000000 Penalty: 5937.939941
	Iteration 29Q: 3 clusters Score -2.006733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157265 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -20067330.000000 Penalty: 5937.939941
	Iteration 30Q: 3 clusters Score -2.006733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157266 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -20067340.000000 Penalty: 5937.939941
	Iteration 31Q: 3 clusters Score -2.006734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157266 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -20067346.000000 Penalty: 5937.939941
	Iteration 32Q: 3 clusters Score -2.006735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157266 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -20067344.000000 Penalty: 5937.939941
	Iteration 33Q: 3 clusters Score -2.006734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157267 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -20067350.000000 Penalty: 5937.939941
	Iteration 34Q: 3 clusters Score -2.006735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157266 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -20067350.000000 Penalty: 5937.939941
	Iteration 35Q: 3 clusters Score -2.006735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157266 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -20067346.000000 Penalty: 5937.939941
	Iteration 36Q: 3 clusters Score -2.006735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157266 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -20067346.000000 Penalty: 5937.939941
	Iteration 37F: 3 clusters Score -2.006735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -36731.542969 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -36731.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35343.625000 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -35343.62 nChanged 49
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: -35505.652344 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -35505.65 nChanged 17
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: -35573.132812 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -35573.13 nChanged 13
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: -35633.281250 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -35633.28 nChanged 6
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: -35653.484375 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -35653.48 nChanged 4
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: -35664.273438 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -35664.27 nChanged 1
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: -35670.644531 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -35670.64 nChanged 1
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: -35672.875000 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -35672.88 nChanged 0
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: -35672.875000 Penalty: 2913.965820
	Iteration 8F: 3 clusters Score -35672.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (145513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145513 members 
Entering Unmasked Estep 
Score: -18757098.000000 Penalty: 2948.229004
	Iteration 0F: 2 clusters Score -1.87571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72742 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -18663362.000000 Penalty: 5896.458008
	Iteration 0F: 3 clusters Score -1.866336e+07 nChanged 69675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70541 members 
Mstep: Class 2 contains 74972 members 
Entering Unmasked Estep 
Score: -18704524.000000 Penalty: 5896.458008
	Iteration 1F: 3 clusters Score -1.870452e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 76384 members 
Entering Unmasked Estep 
Score: -18705714.000000 Penalty: 5896.458008
	Iteration 2Q: 3 clusters Score -1.870571e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67034 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -18707356.000000 Penalty: 5896.458008
	Iteration 3Q: 3 clusters Score -1.870736e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64059 members 
Mstep: Class 2 contains 81454 members 
Entering Unmasked Estep 
Score: -18709792.000000 Penalty: 5896.458008
	Iteration 4Q: 3 clusters Score -1.870979e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 85759 members 
Entering Unmasked Estep 
Score: -18713046.000000 Penalty: 5896.458008
	Iteration 5F: 3 clusters Score -1.871305e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54147 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -18717626.000000 Penalty: 5896.458008
	Iteration 6F: 3 clusters Score -1.871763e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
Score: -18723706.000000 Penalty: 5896.458008
	Iteration 7F: 3 clusters Score -1.872371e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 104396 members 
Entering Unmasked Estep 
Score: -18730322.000000 Penalty: 5896.458008
	Iteration 8F: 3 clusters Score -1.873032e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 109850 members 
Entering Unmasked Estep 
Score: -18736588.000000 Penalty: 5896.458008
	Iteration 9F: 3 clusters Score -1.873659e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 113598 members 
Entering Unmasked Estep 
Score: -18740794.000000 Penalty: 5896.458008
	Iteration 10Q: 3 clusters Score -1.874079e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 116220 members 
Entering Unmasked Estep 
Score: -18743104.000000 Penalty: 5896.458008
	Iteration 11Q: 3 clusters Score -1.87431e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 118384 members 
Entering Unmasked Estep 
Score: -18744236.000000 Penalty: 5896.458008
	Iteration 12Q: 3 clusters Score -1.874424e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 120435 members 
Entering Unmasked Estep 
Score: -18744980.000000 Penalty: 5896.458008
	Iteration 13Q: 3 clusters Score -1.874498e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 122442 members 
Entering Unmasked Estep 
Score: -18745606.000000 Penalty: 5896.458008
	Iteration 14Q: 3 clusters Score -1.874561e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 124344 members 
Entering Unmasked Estep 
Score: -18746254.000000 Penalty: 5896.458008
	Iteration 15Q: 3 clusters Score -1.874625e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 126224 members 
Entering Unmasked Estep 
Score: -18746938.000000 Penalty: 5896.458008
	Iteration 16Q: 3 clusters Score -1.874694e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 128062 members 
Entering Unmasked Estep 
Score: -18747646.000000 Penalty: 5896.458008
	Iteration 17Q: 3 clusters Score -1.874765e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 129836 members 
Entering Unmasked Estep 
Score: -18748234.000000 Penalty: 5896.458008
	Iteration 18Q: 3 clusters Score -1.874823e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 131538 members 
Entering Unmasked Estep 
Score: -18748878.000000 Penalty: 5896.458008
	Iteration 19Q: 3 clusters Score -1.874888e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 133181 members 
Entering Unmasked Estep 
Score: -18749672.000000 Penalty: 5896.458008
	Iteration 20F: 3 clusters Score -1.874967e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 134674 members 
Entering Unmasked Estep 
Score: -18750434.000000 Penalty: 5896.458008
	Iteration 21Q: 3 clusters Score -1.875043e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 136054 members 
Entering Unmasked Estep 
Score: -18751208.000000 Penalty: 5896.458008
	Iteration 22Q: 3 clusters Score -1.875121e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 137311 members 
Entering Unmasked Estep 
Score: -18751880.000000 Penalty: 5896.458008
	Iteration 23Q: 3 clusters Score -1.875188e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 138423 members 
Entering Unmasked Estep 
Score: -18752614.000000 Penalty: 5896.458008
	Iteration 24Q: 3 clusters Score -1.875261e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 139361 members 
Entering Unmasked Estep 
Score: -18753064.000000 Penalty: 5896.458008
	Iteration 25Q: 3 clusters Score -1.875306e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 140154 members 
Entering Unmasked Estep 
Score: -18753488.000000 Penalty: 5896.458008
	Iteration 26Q: 3 clusters Score -1.875349e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 140867 members 
Entering Unmasked Estep 
Score: -18753760.000000 Penalty: 5896.458008
	Iteration 27Q: 3 clusters Score -1.875376e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 141500 members 
Entering Unmasked Estep 
Score: -18754054.000000 Penalty: 5896.458008
	Iteration 28Q: 3 clusters Score -1.875405e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 142036 members 
Entering Unmasked Estep 
Score: -18754270.000000 Penalty: 5896.458008
	Iteration 29Q: 3 clusters Score -1.875427e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 142477 members 
Entering Unmasked Estep 
Score: -18754368.000000 Penalty: 5896.458008
	Iteration 30Q: 3 clusters Score -1.875437e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 142858 members 
Entering Unmasked Estep 
Score: -18754478.000000 Penalty: 5896.458008
	Iteration 31Q: 3 clusters Score -1.875448e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 143147 members 
Entering Unmasked Estep 
Score: -18754572.000000 Penalty: 5896.458008
	Iteration 32Q: 3 clusters Score -1.875457e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 143375 members 
Entering Unmasked Estep 
Score: -18754646.000000 Penalty: 5896.458008
	Iteration 33Q: 3 clusters Score -1.875465e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 143537 members 
Entering Unmasked Estep 
Score: -18754646.000000 Penalty: 5896.458008
	Iteration 34Q: 3 clusters Score -1.875465e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 143661 members 
Entering Unmasked Estep 
Score: -18754668.000000 Penalty: 5896.458008
	Iteration 35Q: 3 clusters Score -1.875467e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 143767 members 
Entering Unmasked Estep 
Score: -18754724.000000 Penalty: 5896.458008
	Iteration 36Q: 3 clusters Score -1.875472e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 143859 members 
Entering Unmasked Estep 
Score: -18754756.000000 Penalty: 5896.458008
	Iteration 37Q: 3 clusters Score -1.875476e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 143951 members 
Entering Unmasked Estep 
Score: -18754796.000000 Penalty: 5896.458008
	Iteration 38Q: 3 clusters Score -1.87548e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 144035 members 
Entering Unmasked Estep 
Score: -18754840.000000 Penalty: 5896.458008
	Iteration 39Q: 3 clusters Score -1.875484e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 144118 members 
Entering Unmasked Estep 
Score: -18754886.000000 Penalty: 5896.458008
	Iteration 40F: 3 clusters Score -1.875489e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 144178 members 
Entering Unmasked Estep 
Score: -18754908.000000 Penalty: 5896.458008
	Iteration 41Q: 3 clusters Score -1.875491e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 144230 members 
Entering Unmasked Estep 
Score: -18754942.000000 Penalty: 5896.458008
	Iteration 42Q: 3 clusters Score -1.875494e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 144273 members 
Entering Unmasked Estep 
Score: -18754920.000000 Penalty: 5896.458008
	Iteration 43Q: 3 clusters Score -1.875492e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 144298 members 
Entering Unmasked Estep 
Score: -18754940.000000 Penalty: 5896.458008
	Iteration 44Q: 3 clusters Score -1.875494e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 144318 members 
Entering Unmasked Estep 
Score: -18754948.000000 Penalty: 5896.458008
	Iteration 45Q: 3 clusters Score -1.875495e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 144342 members 
Entering Unmasked Estep 
Score: -18754926.000000 Penalty: 5896.458008
	Iteration 46Q: 3 clusters Score -1.875493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 144367 members 
Entering Unmasked Estep 
Score: -18754928.000000 Penalty: 5896.458008
	Iteration 47Q: 3 clusters Score -1.875493e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 144383 members 
Entering Unmasked Estep 
Score: -18754950.000000 Penalty: 5896.458008
	Iteration 48Q: 3 clusters Score -1.875495e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 144402 members 
Entering Unmasked Estep 
Score: -18754956.000000 Penalty: 5896.458008
	Iteration 49Q: 3 clusters Score -1.875496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 144419 members 
Entering Unmasked Estep 
Score: -18754966.000000 Penalty: 5896.458008
	Iteration 50Q: 3 clusters Score -1.875497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 144433 members 
Entering Unmasked Estep 
Score: -18754948.000000 Penalty: 5896.458008
	Iteration 51Q: 3 clusters Score -1.875495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 144447 members 
Entering Unmasked Estep 
Score: -18754950.000000 Penalty: 5896.458008
	Iteration 52Q: 3 clusters Score -1.875495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 144460 members 
Entering Unmasked Estep 
Score: -18754956.000000 Penalty: 5896.458008
	Iteration 53Q: 3 clusters Score -1.875496e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 144476 members 
Entering Unmasked Estep 
Score: -18754980.000000 Penalty: 5896.458008
	Iteration 54Q: 3 clusters Score -1.875498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 144490 members 
Entering Unmasked Estep 
Score: -18754970.000000 Penalty: 5896.458008
	Iteration 55Q: 3 clusters Score -1.875497e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 144504 members 
Entering Unmasked Estep 
Score: -18754992.000000 Penalty: 5896.458008
	Iteration 56Q: 3 clusters Score -1.875499e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 144522 members 
Entering Unmasked Estep 
Score: -18754982.000000 Penalty: 5896.458008
	Iteration 57Q: 3 clusters Score -1.875498e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 144540 members 
Entering Unmasked Estep 
Score: -18754994.000000 Penalty: 5896.458008
	Iteration 58Q: 3 clusters Score -1.875499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 144555 members 
Entering Unmasked Estep 
Score: -18755002.000000 Penalty: 5896.458008
	Iteration 59Q: 3 clusters Score -1.8755e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 144569 members 
Entering Unmasked Estep 
Score: -18754998.000000 Penalty: 5896.458008
	Iteration 60F: 3 clusters Score -1.8755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 144582 members 
Entering Unmasked Estep 
Score: -18754998.000000 Penalty: 5896.458008
	Iteration 61Q: 3 clusters Score -1.8755e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 144595 members 
Entering Unmasked Estep 
Score: -18755014.000000 Penalty: 5896.458008
	Iteration 62Q: 3 clusters Score -1.875501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 144605 members 
Entering Unmasked Estep 
Score: -18755008.000000 Penalty: 5896.458008
	Iteration 63Q: 3 clusters Score -1.875501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 144612 members 
Entering Unmasked Estep 
Score: -18755008.000000 Penalty: 5896.458008
	Iteration 64Q: 3 clusters Score -1.875501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 144619 members 
Entering Unmasked Estep 
Score: -18755016.000000 Penalty: 5896.458008
	Iteration 65Q: 3 clusters Score -1.875502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 144626 members 
Entering Unmasked Estep 
Score: -18755016.000000 Penalty: 5896.458008
	Iteration 66Q: 3 clusters Score -1.875502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 144633 members 
Entering Unmasked Estep 
Score: -18755008.000000 Penalty: 5896.458008
	Iteration 67Q: 3 clusters Score -1.875501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 144635 members 
Entering Unmasked Estep 
Score: -18755008.000000 Penalty: 5896.458008
	Iteration 68Q: 3 clusters Score -1.875501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 144637 members 
Entering Unmasked Estep 
Score: -18755002.000000 Penalty: 5896.458008
	Iteration 69Q: 3 clusters Score -1.8755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 144639 members 
Entering Unmasked Estep 
Score: -18755010.000000 Penalty: 5896.458008
	Iteration 70Q: 3 clusters Score -1.875501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 144641 members 
Entering Unmasked Estep 
Score: -18755006.000000 Penalty: 5896.458008
	Iteration 71Q: 3 clusters Score -1.875501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 144641 members 
Entering Unmasked Estep 
Score: -18755006.000000 Penalty: 5896.458008
	Iteration 72F: 3 clusters Score -1.875501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -55036.730469 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -55036.73 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 239 members 
Entering Unmasked Estep 
Score: -53525.628906 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -53525.63 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53689.859375 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -53689.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53766.339844 Penalty: 3081.452637
	Iteration 2Q: 3 clusters Score -53766.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53825.101562 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -53825.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53849.140625 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -53849.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53879.660156 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -53879.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53948.656250 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -53948.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53979.324219 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -53979.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54021.070312 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -54021.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54052.582031 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -54052.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54057.371094 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -54057.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54065.828125 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -54065.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54073.644531 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -54073.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54083.894531 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -54083.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54102.414062 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -54102.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54120.906250 Penalty: 3081.452637
	Iteration 15Q: 3 clusters Score -54120.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54152.695312 Penalty: 3081.452637
	Iteration 16Q: 3 clusters Score -54152.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54203.890625 Penalty: 3081.452637
	Iteration 17Q: 3 clusters Score -54203.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54273.425781 Penalty: 3081.452637
	Iteration 18Q: 3 clusters Score -54273.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54289.035156 Penalty: 3081.452637
	Iteration 19Q: 3 clusters Score -54289.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54294.511719 Penalty: 3081.452637
	Iteration 20F: 3 clusters Score -54294.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -54301.953125 Penalty: 3081.452637
	Iteration 21Q: 3 clusters Score -54301.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54303.898438 Penalty: 3081.452637
	Iteration 22Q: 3 clusters Score -54303.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54303.898438 Penalty: 3081.452637
	Iteration 23F: 3 clusters Score -54303.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -28831.234375 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -28831.23 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 126 members 
Entering Unmasked Estep 
Score: -27579.222656 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -27579.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27702.554688 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -27702.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27741.326172 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -27741.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27775.339844 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -27775.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27794.173828 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -27794.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27809.324219 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -27809.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27849.541016 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -27849.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27899.257812 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -27899.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27993.503906 Penalty: 2793.081055
	Iteration 8Q: 3 clusters Score -27993.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28192.029297 Penalty: 2793.081055
	Iteration 9Q: 3 clusters Score -28192.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28276.312500 Penalty: 2793.081055
	Iteration 10Q: 3 clusters Score -28276.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28304.001953 Penalty: 2793.081055
	Iteration 11Q: 3 clusters Score -28304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28321.751953 Penalty: 2793.081055
	Iteration 12Q: 3 clusters Score -28321.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28335.230469 Penalty: 2793.081055
	Iteration 13Q: 3 clusters Score -28335.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28344.443359 Penalty: 2793.081055
	Iteration 14Q: 3 clusters Score -28344.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28365.759766 Penalty: 2793.081055
	Iteration 15Q: 3 clusters Score -28365.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28365.759766 Penalty: 2793.081055
	Iteration 16F: 3 clusters Score -28365.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -71268.179688 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -71268.18 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 317 members 
Entering Unmasked Estep 
Score: -69595.742188 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -69595.74 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69834.812500 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -69834.81 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -69934.492188 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -69934.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70013.765625 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -70013.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70122.867188 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -70122.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -70195.648438 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -70195.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70254.234375 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -70254.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70293.640625 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -70293.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70334.359375 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -70334.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70366.062500 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -70366.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70385.320312 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -70385.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -70400.312500 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -70400.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70408.976562 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -70408.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -70419.671875 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -70419.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70431.492188 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -70431.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -70444.335938 Penalty: 3217.891357
	Iteration 15Q: 3 clusters Score -70444.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -70497.984375 Penalty: 3217.891357
	Iteration 16Q: 3 clusters Score -70497.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -70538.531250 Penalty: 3217.891357
	Iteration 17Q: 3 clusters Score -70538.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -70562.132812 Penalty: 3217.891357
	Iteration 18Q: 3 clusters Score -70562.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -70566.101562 Penalty: 3217.891357
	Iteration 19Q: 3 clusters Score -70566.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -70569.515625 Penalty: 3217.891357
	Iteration 20F: 3 clusters Score -70569.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -70572.054688 Penalty: 3217.891357
	Iteration 21Q: 3 clusters Score -70572.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -70574.664062 Penalty: 3217.891357
	Iteration 22Q: 3 clusters Score -70574.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -70574.664062 Penalty: 3217.891357
	Iteration 23F: 3 clusters Score -70574.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 147762 members 
Mstep: Class 3 contains 5515 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173358 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 154516 members 
Mstep: Class 11 contains 70779 members 
Mstep: Class 12 contains 161515 members 
Mstep: Class 13 contains 8780 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146395 members 
Mstep: Class 16 contains 60563 members 
Mstep: Class 17 contains 4194 members 
Mstep: Class 18 contains 34742 members 
Mstep: Class 19 contains 158206 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145513 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323360.000000 Penalty: 83749.968750
Iteration 239Q: 25 clusters Score -1.613234e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147756 members 
Mstep: Class 3 contains 5514 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173344 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4409 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6393 members 
Mstep: Class 10 contains 154508 members 
Mstep: Class 11 contains 70793 members 
Mstep: Class 12 contains 161486 members 
Mstep: Class 13 contains 8781 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146443 members 
Mstep: Class 16 contains 60553 members 
Mstep: Class 17 contains 4193 members 
Mstep: Class 18 contains 34763 members 
Mstep: Class 19 contains 158188 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145527 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323328.000000 Penalty: 83749.968750
Iteration 240F: 25 clusters Score -1.613233e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147753 members 
Mstep: Class 3 contains 5514 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173323 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4408 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6380 members 
Mstep: Class 10 contains 154481 members 
Mstep: Class 11 contains 70812 members 
Mstep: Class 12 contains 161459 members 
Mstep: Class 13 contains 8781 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146501 members 
Mstep: Class 16 contains 60545 members 
Mstep: Class 17 contains 4192 members 
Mstep: Class 18 contains 34782 members 
Mstep: Class 19 contains 158171 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145549 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323504.000000 Penalty: 83749.968750
Iteration 241Q: 25 clusters Score -1.613235e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147750 members 
Mstep: Class 3 contains 5511 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173312 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4405 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6367 members 
Mstep: Class 10 contains 154467 members 
Mstep: Class 11 contains 70833 members 
Mstep: Class 12 contains 161403 members 
Mstep: Class 13 contains 8786 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146568 members 
Mstep: Class 16 contains 60538 members 
Mstep: Class 17 contains 4191 members 
Mstep: Class 18 contains 34799 members 
Mstep: Class 19 contains 158166 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145555 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323632.000000 Penalty: 83749.968750
Iteration 242Q: 25 clusters Score -1.613236e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 147746 members 
Mstep: Class 3 contains 5511 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173296 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4404 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6355 members 
Mstep: Class 10 contains 154475 members 
Mstep: Class 11 contains 70849 members 
Mstep: Class 12 contains 161346 members 
Mstep: Class 13 contains 8790 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146613 members 
Mstep: Class 16 contains 60532 members 
Mstep: Class 17 contains 4190 members 
Mstep: Class 18 contains 34822 members 
Mstep: Class 19 contains 158163 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145558 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323568.000000 Penalty: 83749.968750
Iteration 243Q: 25 clusters Score -1.613236e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 147750 members 
Mstep: Class 3 contains 5512 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173278 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4403 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6339 members 
Mstep: Class 10 contains 154489 members 
Mstep: Class 11 contains 70866 members 
Mstep: Class 12 contains 161322 members 
Mstep: Class 13 contains 8797 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146639 members 
Mstep: Class 16 contains 60524 members 
Mstep: Class 17 contains 4186 members 
Mstep: Class 18 contains 34840 members 
Mstep: Class 19 contains 158143 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145562 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323360.000000 Penalty: 83749.968750
Iteration 244Q: 25 clusters Score -1.613234e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 147756 members 
Mstep: Class 3 contains 5514 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173263 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4402 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6327 members 
Mstep: Class 10 contains 154495 members 
Mstep: Class 11 contains 70892 members 
Mstep: Class 12 contains 161295 members 
Mstep: Class 13 contains 8801 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146658 members 
Mstep: Class 16 contains 60515 members 
Mstep: Class 17 contains 4184 members 
Mstep: Class 18 contains 34852 members 
Mstep: Class 19 contains 158119 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145577 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323168.000000 Penalty: 83749.968750
Iteration 245Q: 25 clusters Score -1.613232e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 147748 members 
Mstep: Class 3 contains 5518 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173241 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4400 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6320 members 
Mstep: Class 10 contains 154507 members 
Mstep: Class 11 contains 70915 members 
Mstep: Class 12 contains 161268 members 
Mstep: Class 13 contains 8804 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146694 members 
Mstep: Class 16 contains 60507 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 34867 members 
Mstep: Class 19 contains 158104 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145575 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323280.000000 Penalty: 83749.968750
Iteration 246Q: 25 clusters Score -1.613233e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 147730 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173237 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4393 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6311 members 
Mstep: Class 10 contains 154497 members 
Mstep: Class 11 contains 70934 members 
Mstep: Class 12 contains 161260 members 
Mstep: Class 13 contains 8804 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146721 members 
Mstep: Class 16 contains 60503 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 34883 members 
Mstep: Class 19 contains 158095 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145583 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323280.000000 Penalty: 83749.968750
Iteration 247Q: 25 clusters Score -1.613233e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 147713 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173237 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4388 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6302 members 
Mstep: Class 10 contains 154520 members 
Mstep: Class 11 contains 70945 members 
Mstep: Class 12 contains 161234 members 
Mstep: Class 13 contains 8801 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146756 members 
Mstep: Class 16 contains 60501 members 
Mstep: Class 17 contains 4184 members 
Mstep: Class 18 contains 34896 members 
Mstep: Class 19 contains 158070 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145581 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323280.000000 Penalty: 83749.968750
Iteration 248Q: 25 clusters Score -1.613233e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 147703 members 
Mstep: Class 3 contains 5526 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173245 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6297 members 
Mstep: Class 10 contains 154547 members 
Mstep: Class 11 contains 70960 members 
Mstep: Class 12 contains 161228 members 
Mstep: Class 13 contains 8801 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146771 members 
Mstep: Class 16 contains 60498 members 
Mstep: Class 17 contains 4184 members 
Mstep: Class 18 contains 34910 members 
Mstep: Class 19 contains 158020 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145576 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323264.000000 Penalty: 83749.968750
Iteration 249Q: 25 clusters Score -1.613233e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 147701 members 
Mstep: Class 3 contains 5523 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173233 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6285 members 
Mstep: Class 10 contains 154564 members 
Mstep: Class 11 contains 70977 members 
Mstep: Class 12 contains 161215 members 
Mstep: Class 13 contains 8800 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146795 members 
Mstep: Class 16 contains 60493 members 
Mstep: Class 17 contains 4184 members 
Mstep: Class 18 contains 34930 members 
Mstep: Class 19 contains 157986 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145581 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323248.000000 Penalty: 83749.968750
Iteration 250Q: 25 clusters Score -1.613232e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 147717 members 
Mstep: Class 3 contains 5524 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173205 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6272 members 
Mstep: Class 10 contains 154581 members 
Mstep: Class 11 contains 70991 members 
Mstep: Class 12 contains 161209 members 
Mstep: Class 13 contains 8801 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146808 members 
Mstep: Class 16 contains 60488 members 
Mstep: Class 17 contains 4184 members 
Mstep: Class 18 contains 34950 members 
Mstep: Class 19 contains 157953 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145584 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323152.000000 Penalty: 83749.968750
Iteration 251Q: 25 clusters Score -1.613232e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147726 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173188 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6263 members 
Mstep: Class 10 contains 154565 members 
Mstep: Class 11 contains 71012 members 
Mstep: Class 12 contains 161232 members 
Mstep: Class 13 contains 8804 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146809 members 
Mstep: Class 16 contains 60476 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 34970 members 
Mstep: Class 19 contains 157933 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145586 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323312.000000 Penalty: 83749.968750
Iteration 252Q: 25 clusters Score -1.613233e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147739 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173167 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4381 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6253 members 
Mstep: Class 10 contains 154569 members 
Mstep: Class 11 contains 71032 members 
Mstep: Class 12 contains 161249 members 
Mstep: Class 13 contains 8809 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146804 members 
Mstep: Class 16 contains 60473 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 34982 members 
Mstep: Class 19 contains 157909 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145581 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323280.000000 Penalty: 83749.968750
Iteration 253Q: 25 clusters Score -1.613233e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147755 members 
Mstep: Class 3 contains 5526 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173162 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4381 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6243 members 
Mstep: Class 10 contains 154575 members 
Mstep: Class 11 contains 71051 members 
Mstep: Class 12 contains 161246 members 
Mstep: Class 13 contains 8807 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146795 members 
Mstep: Class 16 contains 60467 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 34993 members 
Mstep: Class 19 contains 157888 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145581 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323184.000000 Penalty: 83749.968750
Iteration 254Q: 25 clusters Score -1.613232e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147780 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173145 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4380 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 154579 members 
Mstep: Class 11 contains 71071 members 
Mstep: Class 12 contains 161211 members 
Mstep: Class 13 contains 8807 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146808 members 
Mstep: Class 16 contains 60468 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 35002 members 
Mstep: Class 19 contains 157869 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145584 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323008.000000 Penalty: 83749.968750
Iteration 255Q: 25 clusters Score -1.61323e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147797 members 
Mstep: Class 3 contains 5532 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173116 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4380 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6229 members 
Mstep: Class 10 contains 154598 members 
Mstep: Class 11 contains 71088 members 
Mstep: Class 12 contains 161204 members 
Mstep: Class 13 contains 8807 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146804 members 
Mstep: Class 16 contains 60464 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 35010 members 
Mstep: Class 19 contains 157852 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145589 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323088.000000 Penalty: 83749.968750
Iteration 256Q: 25 clusters Score -1.613231e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147812 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173102 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4380 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6221 members 
Mstep: Class 10 contains 154592 members 
Mstep: Class 11 contains 71107 members 
Mstep: Class 12 contains 161229 members 
Mstep: Class 13 contains 8810 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146799 members 
Mstep: Class 16 contains 60454 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 35015 members 
Mstep: Class 19 contains 157825 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145590 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323008.000000 Penalty: 83749.968750
Iteration 257Q: 25 clusters Score -1.61323e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147822 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173089 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4380 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6213 members 
Mstep: Class 10 contains 154583 members 
Mstep: Class 11 contains 71125 members 
Mstep: Class 12 contains 161248 members 
Mstep: Class 13 contains 8811 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 146792 members 
Mstep: Class 16 contains 60448 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 35023 members 
Mstep: Class 19 contains 157800 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145599 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323104.000000 Penalty: 83749.968750
Iteration 258Q: 25 clusters Score -1.613231e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147835 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173076 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4380 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6206 members 
Mstep: Class 10 contains 154574 members 
Mstep: Class 11 contains 71147 members 
Mstep: Class 12 contains 161266 members 
Mstep: Class 13 contains 8811 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 146800 members 
Mstep: Class 16 contains 60441 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 35027 members 
Mstep: Class 19 contains 157767 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145601 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322960.000000 Penalty: 83749.968750
Iteration 259Q: 25 clusters Score -1.61323e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147848 members 
Mstep: Class 3 contains 5541 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173054 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4380 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6199 members 
Mstep: Class 10 contains 154578 members 
Mstep: Class 11 contains 71164 members 
Mstep: Class 12 contains 161269 members 
Mstep: Class 13 contains 8814 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 146796 members 
Mstep: Class 16 contains 60435 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 35032 members 
Mstep: Class 19 contains 157752 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145604 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322992.000000 Penalty: 83749.968750
Iteration 260F: 25 clusters Score -1.61323e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147862 members 
Mstep: Class 3 contains 5537 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173049 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4380 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6193 members 
Mstep: Class 10 contains 154564 members 
Mstep: Class 11 contains 71188 members 
Mstep: Class 12 contains 161244 members 
Mstep: Class 13 contains 8813 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146809 members 
Mstep: Class 16 contains 60426 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 35042 members 
Mstep: Class 19 contains 157734 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145628 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323008.000000 Penalty: 83749.968750
Iteration 261Q: 25 clusters Score -1.61323e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147871 members 
Mstep: Class 3 contains 5540 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 173028 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4379 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6188 members 
Mstep: Class 10 contains 154548 members 
Mstep: Class 11 contains 71209 members 
Mstep: Class 12 contains 161216 members 
Mstep: Class 13 contains 8814 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146825 members 
Mstep: Class 16 contains 60413 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 35054 members 
Mstep: Class 19 contains 157735 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145649 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323024.000000 Penalty: 83749.968750
Iteration 262Q: 25 clusters Score -1.61323e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147900 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172997 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4377 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6186 members 
Mstep: Class 10 contains 154547 members 
Mstep: Class 11 contains 71231 members 
Mstep: Class 12 contains 161220 members 
Mstep: Class 13 contains 8814 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146822 members 
Mstep: Class 16 contains 60403 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 35062 members 
Mstep: Class 19 contains 157724 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145650 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322816.000000 Penalty: 83749.968750
Iteration 263Q: 25 clusters Score -1.613228e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147932 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172974 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4374 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6185 members 
Mstep: Class 10 contains 154521 members 
Mstep: Class 11 contains 71244 members 
Mstep: Class 12 contains 161242 members 
Mstep: Class 13 contains 8815 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146827 members 
Mstep: Class 16 contains 60390 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 35069 members 
Mstep: Class 19 contains 157704 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145657 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322864.000000 Penalty: 83749.968750
Iteration 264Q: 25 clusters Score -1.613229e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147952 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172934 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4371 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6182 members 
Mstep: Class 10 contains 154522 members 
Mstep: Class 11 contains 71259 members 
Mstep: Class 12 contains 161259 members 
Mstep: Class 13 contains 8815 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146832 members 
Mstep: Class 16 contains 60376 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 35082 members 
Mstep: Class 19 contains 157672 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145678 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322976.000000 Penalty: 83749.968750
Iteration 265Q: 25 clusters Score -1.61323e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147981 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172905 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4369 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6177 members 
Mstep: Class 10 contains 154495 members 
Mstep: Class 11 contains 71267 members 
Mstep: Class 12 contains 161291 members 
Mstep: Class 13 contains 8815 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146833 members 
Mstep: Class 16 contains 60355 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 35099 members 
Mstep: Class 19 contains 157661 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145685 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322800.000000 Penalty: 83749.968750
Iteration 266Q: 25 clusters Score -1.613228e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147987 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172886 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4368 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6174 members 
Mstep: Class 10 contains 154499 members 
Mstep: Class 11 contains 71288 members 
Mstep: Class 12 contains 161296 members 
Mstep: Class 13 contains 8815 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146847 members 
Mstep: Class 16 contains 60337 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 35107 members 
Mstep: Class 19 contains 157647 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145682 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322896.000000 Penalty: 83749.968750
Iteration 267Q: 25 clusters Score -1.613229e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147991 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172854 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4368 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6170 members 
Mstep: Class 10 contains 154493 members 
Mstep: Class 11 contains 71302 members 
Mstep: Class 12 contains 161317 members 
Mstep: Class 13 contains 8817 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146870 members 
Mstep: Class 16 contains 60327 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 35116 members 
Mstep: Class 19 contains 157626 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145682 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161322992.000000 Penalty: 83749.968750
Iteration 268Q: 25 clusters Score -1.61323e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148001 members 
Mstep: Class 3 contains 5537 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172812 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4367 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6165 members 
Mstep: Class 10 contains 154478 members 
Mstep: Class 11 contains 71314 members 
Mstep: Class 12 contains 161347 members 
Mstep: Class 13 contains 8817 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146893 members 
Mstep: Class 16 contains 60302 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 35131 members 
Mstep: Class 19 contains 157619 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145687 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323200.000000 Penalty: 83749.968750
Iteration 269Q: 25 clusters Score -1.613232e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148014 members 
Mstep: Class 3 contains 5538 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172781 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4367 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6162 members 
Mstep: Class 10 contains 154459 members 
Mstep: Class 11 contains 71329 members 
Mstep: Class 12 contains 161377 members 
Mstep: Class 13 contains 8818 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146899 members 
Mstep: Class 16 contains 60282 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 35144 members 
Mstep: Class 19 contains 157609 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145691 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323392.000000 Penalty: 83749.968750
Iteration 270Q: 25 clusters Score -1.613234e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148015 members 
Mstep: Class 3 contains 5538 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172730 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4366 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6159 members 
Mstep: Class 10 contains 154449 members 
Mstep: Class 11 contains 71351 members 
Mstep: Class 12 contains 161406 members 
Mstep: Class 13 contains 8819 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146926 members 
Mstep: Class 16 contains 60264 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 35156 members 
Mstep: Class 19 contains 157609 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145682 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323280.000000 Penalty: 83749.968750
Iteration 271Q: 25 clusters Score -1.613233e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148004 members 
Mstep: Class 3 contains 5538 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172688 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4365 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6158 members 
Mstep: Class 10 contains 154435 members 
Mstep: Class 11 contains 71376 members 
Mstep: Class 12 contains 161448 members 
Mstep: Class 13 contains 8821 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146940 members 
Mstep: Class 16 contains 60239 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 35167 members 
Mstep: Class 19 contains 157606 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145684 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323440.000000 Penalty: 83749.968750
Iteration 272Q: 25 clusters Score -1.613234e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147984 members 
Mstep: Class 3 contains 5540 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172653 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6155 members 
Mstep: Class 10 contains 154418 members 
Mstep: Class 11 contains 71403 members 
Mstep: Class 12 contains 161479 members 
Mstep: Class 13 contains 8822 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146961 members 
Mstep: Class 16 contains 60225 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 35184 members 
Mstep: Class 19 contains 157601 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145681 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323328.000000 Penalty: 83749.968750
Iteration 273Q: 25 clusters Score -1.613233e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 147991 members 
Mstep: Class 3 contains 5542 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172620 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6154 members 
Mstep: Class 10 contains 154412 members 
Mstep: Class 11 contains 71417 members 
Mstep: Class 12 contains 161498 members 
Mstep: Class 13 contains 8826 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146969 members 
Mstep: Class 16 contains 60219 members 
Mstep: Class 17 contains 4179 members 
Mstep: Class 18 contains 35189 members 
Mstep: Class 19 contains 157583 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145689 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323280.000000 Penalty: 83749.968750
Iteration 274Q: 25 clusters Score -1.613233e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148009 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172579 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4362 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6151 members 
Mstep: Class 10 contains 154422 members 
Mstep: Class 11 contains 71429 members 
Mstep: Class 12 contains 161505 members 
Mstep: Class 13 contains 8830 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 146971 members 
Mstep: Class 16 contains 60210 members 
Mstep: Class 17 contains 4180 members 
Mstep: Class 18 contains 35194 members 
Mstep: Class 19 contains 157575 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145692 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323152.000000 Penalty: 83749.968750
Iteration 275Q: 25 clusters Score -1.613232e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148028 members 
Mstep: Class 3 contains 5541 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172535 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4360 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 154459 members 
Mstep: Class 11 contains 71443 members 
Mstep: Class 12 contains 161500 members 
Mstep: Class 13 contains 8829 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 146969 members 
Mstep: Class 16 contains 60204 members 
Mstep: Class 17 contains 4179 members 
Mstep: Class 18 contains 35198 members 
Mstep: Class 19 contains 157563 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145697 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323136.000000 Penalty: 83749.968750
Iteration 276Q: 25 clusters Score -1.613231e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148043 members 
Mstep: Class 3 contains 5540 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172485 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4359 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 154493 members 
Mstep: Class 11 contains 71461 members 
Mstep: Class 12 contains 161481 members 
Mstep: Class 13 contains 8828 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 146961 members 
Mstep: Class 16 contains 60196 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 35209 members 
Mstep: Class 19 contains 157562 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145711 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323072.000000 Penalty: 83749.968750
Iteration 277Q: 25 clusters Score -1.613231e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148056 members 
Mstep: Class 3 contains 5537 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172450 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4358 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6144 members 
Mstep: Class 10 contains 154500 members 
Mstep: Class 11 contains 71484 members 
Mstep: Class 12 contains 161476 members 
Mstep: Class 13 contains 8830 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 146962 members 
Mstep: Class 16 contains 60181 members 
Mstep: Class 17 contains 4175 members 
Mstep: Class 18 contains 35217 members 
Mstep: Class 19 contains 157560 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145723 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323200.000000 Penalty: 83749.968750
Iteration 278Q: 25 clusters Score -1.613232e+08 nChanged 638
Entering ConstructFrom: 
Score: -161323200.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (4177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Entering Unmasked Estep 
Score: -516721.000000 Penalty: 2067.662598
	Iteration 0F: 2 clusters Score -516721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -512694.781250 Penalty: 4135.325195
	Iteration 0F: 3 clusters Score -512694.8 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -513707.375000 Penalty: 4135.325195
	Iteration 1F: 3 clusters Score -513707.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -514016.656250 Penalty: 4135.325195
	Iteration 2F: 3 clusters Score -514016.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -514343.812500 Penalty: 4135.325195
	Iteration 3F: 3 clusters Score -514343.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -514688.968750 Penalty: 4135.325195
	Iteration 4F: 3 clusters Score -514689 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -515030.593750 Penalty: 4135.325195
	Iteration 5F: 3 clusters Score -515030.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -515426.781250 Penalty: 4135.325195
	Iteration 6F: 3 clusters Score -515426.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -515862.875000 Penalty: 4135.325195
	Iteration 7F: 3 clusters Score -515862.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -516323.781250 Penalty: 4135.325195
	Iteration 8F: 3 clusters Score -516323.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -516694.218750 Penalty: 4135.325195
	Iteration 9Q: 3 clusters Score -516694.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -516882.312500 Penalty: 4135.325195
	Iteration 10Q: 3 clusters Score -516882.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -516967.375000 Penalty: 4135.325195
	Iteration 11Q: 3 clusters Score -516967.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -517020.875000 Penalty: 4135.325195
	Iteration 12Q: 3 clusters Score -517020.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -517046.062500 Penalty: 4135.325195
	Iteration 13Q: 3 clusters Score -517046.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -517063.156250 Penalty: 4135.325195
	Iteration 14Q: 3 clusters Score -517063.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -517078.937500 Penalty: 4135.325195
	Iteration 15Q: 3 clusters Score -517078.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -517096.281250 Penalty: 4135.325195
	Iteration 16Q: 3 clusters Score -517096.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -517111.687500 Penalty: 4135.325195
	Iteration 17Q: 3 clusters Score -517111.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -517130.031250 Penalty: 4135.325195
	Iteration 18Q: 3 clusters Score -517130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -517144.000000 Penalty: 4135.325195
	Iteration 19Q: 3 clusters Score -517144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -517160.093750 Penalty: 4135.325195
	Iteration 20F: 3 clusters Score -517160.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -517170.687500 Penalty: 4135.325195
	Iteration 21Q: 3 clusters Score -517170.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -517179.937500 Penalty: 4135.325195
	Iteration 22Q: 3 clusters Score -517179.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -517189.406250 Penalty: 4135.325195
	Iteration 23Q: 3 clusters Score -517189.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -517196.062500 Penalty: 4135.325195
	Iteration 24Q: 3 clusters Score -517196.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -517200.906250 Penalty: 4135.325195
	Iteration 25Q: 3 clusters Score -517200.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -517201.812500 Penalty: 4135.325195
	Iteration 26Q: 3 clusters Score -517201.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -517203.000000 Penalty: 4135.325195
	Iteration 27Q: 3 clusters Score -517203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -517204.593750 Penalty: 4135.325195
	Iteration 28Q: 3 clusters Score -517204.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -517205.781250 Penalty: 4135.325195
	Iteration 29Q: 3 clusters Score -517205.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -517205.562500 Penalty: 4135.325195
	Iteration 30Q: 3 clusters Score -517205.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -517205.562500 Penalty: 4135.325195
	Iteration 31F: 3 clusters Score -517205.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 148069 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172442 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4358 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 154508 members 
Mstep: Class 11 contains 71500 members 
Mstep: Class 12 contains 161428 members 
Mstep: Class 13 contains 8827 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 146981 members 
Mstep: Class 16 contains 60168 members 
Mstep: Class 17 contains 4172 members 
Mstep: Class 18 contains 35217 members 
Mstep: Class 19 contains 157567 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145739 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Mstep: Class 25 contains 2370 members 
Entering Unmasked Estep 
Score: -161321936.000000 Penalty: 87239.546875
Splitting cluster 1 changes total score from -161323200.000000 to -161321936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (148069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148069 members 
Entering Unmasked Estep 
Score: -18939196.000000 Penalty: 2952.547607
	Iteration 0F: 2 clusters Score -1.89392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73716 members 
Mstep: Class 2 contains 74353 members 
Entering Unmasked Estep 
Score: -18842680.000000 Penalty: 5905.095215
	Iteration 0F: 3 clusters Score -1.884268e+07 nChanged 70914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -18884764.000000 Penalty: 5905.095215
	Iteration 1F: 3 clusters Score -1.888476e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65868 members 
Mstep: Class 2 contains 82201 members 
Entering Unmasked Estep 
Score: -18886610.000000 Penalty: 5905.095215
	Iteration 2Q: 3 clusters Score -1.888661e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 87153 members 
Entering Unmasked Estep 
Score: -18889850.000000 Penalty: 5905.095215
	Iteration 3Q: 3 clusters Score -1.888985e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 94491 members 
Entering Unmasked Estep 
Score: -18894942.000000 Penalty: 5905.095215
	Iteration 4F: 3 clusters Score -1.889494e+07 nChanged 11066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 103829 members 
Entering Unmasked Estep 
Score: -18902564.000000 Penalty: 5905.095215
	Iteration 5F: 3 clusters Score -1.890256e+07 nChanged 11641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 114070 members 
Entering Unmasked Estep 
Score: -18911986.000000 Penalty: 5905.095215
	Iteration 6F: 3 clusters Score -1.891199e+07 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 123209 members 
Entering Unmasked Estep 
Score: -18921304.000000 Penalty: 5905.095215
	Iteration 7F: 3 clusters Score -1.89213e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 129381 members 
Entering Unmasked Estep 
Score: -18928136.000000 Penalty: 5905.095215
	Iteration 8Q: 3 clusters Score -1.892814e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 132849 members 
Entering Unmasked Estep 
Score: -18931678.000000 Penalty: 5905.095215
	Iteration 9Q: 3 clusters Score -1.893168e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 134887 members 
Entering Unmasked Estep 
Score: -18933244.000000 Penalty: 5905.095215
	Iteration 10Q: 3 clusters Score -1.893324e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 136450 members 
Entering Unmasked Estep 
Score: -18934140.000000 Penalty: 5905.095215
	Iteration 11Q: 3 clusters Score -1.893414e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 137750 members 
Entering Unmasked Estep 
Score: -18934754.000000 Penalty: 5905.095215
	Iteration 12Q: 3 clusters Score -1.893475e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 138965 members 
Entering Unmasked Estep 
Score: -18935200.000000 Penalty: 5905.095215
	Iteration 13Q: 3 clusters Score -1.89352e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 140051 members 
Entering Unmasked Estep 
Score: -18935636.000000 Penalty: 5905.095215
	Iteration 14Q: 3 clusters Score -1.893564e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 140995 members 
Entering Unmasked Estep 
Score: -18935972.000000 Penalty: 5905.095215
	Iteration 15Q: 3 clusters Score -1.893597e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 141847 members 
Entering Unmasked Estep 
Score: -18936240.000000 Penalty: 5905.095215
	Iteration 16Q: 3 clusters Score -1.893624e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 142565 members 
Entering Unmasked Estep 
Score: -18936478.000000 Penalty: 5905.095215
	Iteration 17Q: 3 clusters Score -1.893648e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 143145 members 
Entering Unmasked Estep 
Score: -18936576.000000 Penalty: 5905.095215
	Iteration 18Q: 3 clusters Score -1.893658e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 143609 members 
Entering Unmasked Estep 
Score: -18936606.000000 Penalty: 5905.095215
	Iteration 19Q: 3 clusters Score -1.893661e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 144001 members 
Entering Unmasked Estep 
Score: -18936706.000000 Penalty: 5905.095215
	Iteration 20F: 3 clusters Score -1.893671e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 144321 members 
Entering Unmasked Estep 
Score: -18936778.000000 Penalty: 5905.095215
	Iteration 21Q: 3 clusters Score -1.893678e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 144607 members 
Entering Unmasked Estep 
Score: -18936832.000000 Penalty: 5905.095215
	Iteration 22Q: 3 clusters Score -1.893683e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 144838 members 
Entering Unmasked Estep 
Score: -18936910.000000 Penalty: 5905.095215
	Iteration 23Q: 3 clusters Score -1.893691e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 145022 members 
Entering Unmasked Estep 
Score: -18936956.000000 Penalty: 5905.095215
	Iteration 24Q: 3 clusters Score -1.893696e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 145176 members 
Entering Unmasked Estep 
Score: -18936982.000000 Penalty: 5905.095215
	Iteration 25Q: 3 clusters Score -1.893698e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 145292 members 
Entering Unmasked Estep 
Score: -18937002.000000 Penalty: 5905.095215
	Iteration 26Q: 3 clusters Score -1.8937e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 145378 members 
Entering Unmasked Estep 
Score: -18936992.000000 Penalty: 5905.095215
	Iteration 27Q: 3 clusters Score -1.893699e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 145461 members 
Entering Unmasked Estep 
Score: -18936970.000000 Penalty: 5905.095215
	Iteration 28Q: 3 clusters Score -1.893697e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 145529 members 
Entering Unmasked Estep 
Score: -18936960.000000 Penalty: 5905.095215
	Iteration 29Q: 3 clusters Score -1.893696e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 145586 members 
Entering Unmasked Estep 
Score: -18936964.000000 Penalty: 5905.095215
	Iteration 30Q: 3 clusters Score -1.893696e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 145649 members 
Entering Unmasked Estep 
Score: -18936970.000000 Penalty: 5905.095215
	Iteration 31Q: 3 clusters Score -1.893697e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 145705 members 
Entering Unmasked Estep 
Score: -18937002.000000 Penalty: 5905.095215
	Iteration 32Q: 3 clusters Score -1.8937e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 145771 members 
Entering Unmasked Estep 
Score: -18936984.000000 Penalty: 5905.095215
	Iteration 33Q: 3 clusters Score -1.893698e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 145818 members 
Entering Unmasked Estep 
Score: -18936998.000000 Penalty: 5905.095215
	Iteration 34Q: 3 clusters Score -1.8937e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 145858 members 
Entering Unmasked Estep 
Score: -18937012.000000 Penalty: 5905.095215
	Iteration 35Q: 3 clusters Score -1.893701e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 145888 members 
Entering Unmasked Estep 
Score: -18937000.000000 Penalty: 5905.095215
	Iteration 36Q: 3 clusters Score -1.8937e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 145919 members 
Entering Unmasked Estep 
Score: -18937012.000000 Penalty: 5905.095215
	Iteration 37Q: 3 clusters Score -1.893701e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 145937 members 
Entering Unmasked Estep 
Score: -18937024.000000 Penalty: 5905.095215
	Iteration 38Q: 3 clusters Score -1.893702e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 145959 members 
Entering Unmasked Estep 
Score: -18937052.000000 Penalty: 5905.095215
	Iteration 39Q: 3 clusters Score -1.893705e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 145986 members 
Entering Unmasked Estep 
Score: -18937054.000000 Penalty: 5905.095215
	Iteration 40F: 3 clusters Score -1.893705e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 146007 members 
Entering Unmasked Estep 
Score: -18937068.000000 Penalty: 5905.095215
	Iteration 41Q: 3 clusters Score -1.893707e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 146025 members 
Entering Unmasked Estep 
Score: -18937070.000000 Penalty: 5905.095215
	Iteration 42Q: 3 clusters Score -1.893707e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 146046 members 
Entering Unmasked Estep 
Score: -18937060.000000 Penalty: 5905.095215
	Iteration 43Q: 3 clusters Score -1.893706e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 146067 members 
Entering Unmasked Estep 
Score: -18937056.000000 Penalty: 5905.095215
	Iteration 44Q: 3 clusters Score -1.893706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 146083 members 
Entering Unmasked Estep 
Score: -18937056.000000 Penalty: 5905.095215
	Iteration 45Q: 3 clusters Score -1.893706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 146103 members 
Entering Unmasked Estep 
Score: -18937080.000000 Penalty: 5905.095215
	Iteration 46Q: 3 clusters Score -1.893708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 146119 members 
Entering Unmasked Estep 
Score: -18937102.000000 Penalty: 5905.095215
	Iteration 47Q: 3 clusters Score -1.89371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 146134 members 
Entering Unmasked Estep 
Score: -18937086.000000 Penalty: 5905.095215
	Iteration 48Q: 3 clusters Score -1.893709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 146143 members 
Entering Unmasked Estep 
Score: -18937096.000000 Penalty: 5905.095215
	Iteration 49Q: 3 clusters Score -1.89371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 146154 members 
Entering Unmasked Estep 
Score: -18937102.000000 Penalty: 5905.095215
	Iteration 50Q: 3 clusters Score -1.89371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 146161 members 
Entering Unmasked Estep 
Score: -18937112.000000 Penalty: 5905.095215
	Iteration 51Q: 3 clusters Score -1.893711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 146165 members 
Entering Unmasked Estep 
Score: -18937114.000000 Penalty: 5905.095215
	Iteration 52Q: 3 clusters Score -1.893711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 146167 members 
Entering Unmasked Estep 
Score: -18937106.000000 Penalty: 5905.095215
	Iteration 53Q: 3 clusters Score -1.893711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 146172 members 
Entering Unmasked Estep 
Score: -18937120.000000 Penalty: 5905.095215
	Iteration 54Q: 3 clusters Score -1.893712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 146174 members 
Entering Unmasked Estep 
Score: -18937120.000000 Penalty: 5905.095215
	Iteration 55Q: 3 clusters Score -1.893712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 146182 members 
Entering Unmasked Estep 
Score: -18937114.000000 Penalty: 5905.095215
	Iteration 56Q: 3 clusters Score -1.893711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 146188 members 
Entering Unmasked Estep 
Score: -18937120.000000 Penalty: 5905.095215
	Iteration 57Q: 3 clusters Score -1.893712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 146191 members 
Entering Unmasked Estep 
Score: -18937116.000000 Penalty: 5905.095215
	Iteration 58Q: 3 clusters Score -1.893712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 146194 members 
Entering Unmasked Estep 
Score: -18937118.000000 Penalty: 5905.095215
	Iteration 59Q: 3 clusters Score -1.893712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 146197 members 
Entering Unmasked Estep 
Score: -18937124.000000 Penalty: 5905.095215
	Iteration 60F: 3 clusters Score -1.893712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Entering Unmasked Estep 
Score: -702003.500000 Penalty: 2137.474121
	Iteration 0F: 2 clusters Score -702003.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -697199.812500 Penalty: 4274.948242
	Iteration 0F: 3 clusters Score -697199.8 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -698379.562500 Penalty: 4274.948242
	Iteration 1F: 3 clusters Score -698379.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -698579.375000 Penalty: 4274.948242
	Iteration 2F: 3 clusters Score -698579.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -698685.500000 Penalty: 4274.948242
	Iteration 3Q: 3 clusters Score -698685.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -698766.812500 Penalty: 4274.948242
	Iteration 4Q: 3 clusters Score -698766.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -698826.562500 Penalty: 4274.948242
	Iteration 5Q: 3 clusters Score -698826.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -698863.625000 Penalty: 4274.948242
	Iteration 6Q: 3 clusters Score -698863.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -698898.937500 Penalty: 4274.948242
	Iteration 7Q: 3 clusters Score -698898.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -698926.937500 Penalty: 4274.948242
	Iteration 8Q: 3 clusters Score -698926.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -698951.687500 Penalty: 4274.948242
	Iteration 9Q: 3 clusters Score -698951.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -698973.062500 Penalty: 4274.948242
	Iteration 10Q: 3 clusters Score -698973.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -698990.062500 Penalty: 4274.948242
	Iteration 11Q: 3 clusters Score -698990.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -699010.375000 Penalty: 4274.948242
	Iteration 12Q: 3 clusters Score -699010.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -699028.375000 Penalty: 4274.948242
	Iteration 13Q: 3 clusters Score -699028.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -699046.937500 Penalty: 4274.948242
	Iteration 14Q: 3 clusters Score -699046.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -699065.500000 Penalty: 4274.948242
	Iteration 15Q: 3 clusters Score -699065.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -699081.000000 Penalty: 4274.948242
	Iteration 16Q: 3 clusters Score -699081 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -699094.937500 Penalty: 4274.948242
	Iteration 17Q: 3 clusters Score -699094.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -699114.562500 Penalty: 4274.948242
	Iteration 18Q: 3 clusters Score -699114.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -699126.687500 Penalty: 4274.948242
	Iteration 19Q: 3 clusters Score -699126.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -699140.625000 Penalty: 4274.948242
	Iteration 20F: 3 clusters Score -699140.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -699154.000000 Penalty: 4274.948242
	Iteration 21Q: 3 clusters Score -699154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -699166.500000 Penalty: 4274.948242
	Iteration 22Q: 3 clusters Score -699166.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -699174.062500 Penalty: 4274.948242
	Iteration 23Q: 3 clusters Score -699174.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -699182.812500 Penalty: 4274.948242
	Iteration 24Q: 3 clusters Score -699182.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -699190.000000 Penalty: 4274.948242
	Iteration 25Q: 3 clusters Score -699190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -699197.937500 Penalty: 4274.948242
	Iteration 26Q: 3 clusters Score -699197.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -699209.125000 Penalty: 4274.948242
	Iteration 27Q: 3 clusters Score -699209.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -699220.062500 Penalty: 4274.948242
	Iteration 28Q: 3 clusters Score -699220.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -699228.500000 Penalty: 4274.948242
	Iteration 29Q: 3 clusters Score -699228.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -699239.812500 Penalty: 4274.948242
	Iteration 30Q: 3 clusters Score -699239.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -699252.187500 Penalty: 4274.948242
	Iteration 31Q: 3 clusters Score -699252.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -699263.250000 Penalty: 4274.948242
	Iteration 32Q: 3 clusters Score -699263.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -699275.562500 Penalty: 4274.948242
	Iteration 33Q: 3 clusters Score -699275.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -699285.250000 Penalty: 4274.948242
	Iteration 34Q: 3 clusters Score -699285.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -699296.812500 Penalty: 4274.948242
	Iteration 35Q: 3 clusters Score -699296.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -699306.250000 Penalty: 4274.948242
	Iteration 36Q: 3 clusters Score -699306.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -699312.562500 Penalty: 4274.948242
	Iteration 37Q: 3 clusters Score -699312.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -699323.375000 Penalty: 4274.948242
	Iteration 38Q: 3 clusters Score -699323.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -699336.937500 Penalty: 4274.948242
	Iteration 39Q: 3 clusters Score -699336.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -699356.875000 Penalty: 4274.948242
	Iteration 40F: 3 clusters Score -699356.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -699373.187500 Penalty: 4274.948242
	Iteration 41Q: 3 clusters Score -699373.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -699393.500000 Penalty: 4274.948242
	Iteration 42Q: 3 clusters Score -699393.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -699411.062500 Penalty: 4274.948242
	Iteration 43Q: 3 clusters Score -699411.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -699440.187500 Penalty: 4274.948242
	Iteration 44Q: 3 clusters Score -699440.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -699473.812500 Penalty: 4274.948242
	Iteration 45Q: 3 clusters Score -699473.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -699500.562500 Penalty: 4274.948242
	Iteration 46Q: 3 clusters Score -699500.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -699530.625000 Penalty: 4274.948242
	Iteration 47Q: 3 clusters Score -699530.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -699566.812500 Penalty: 4274.948242
	Iteration 48Q: 3 clusters Score -699566.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -699601.000000 Penalty: 4274.948242
	Iteration 49Q: 3 clusters Score -699601 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -699631.125000 Penalty: 4274.948242
	Iteration 50Q: 3 clusters Score -699631.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -699666.625000 Penalty: 4274.948242
	Iteration 51Q: 3 clusters Score -699666.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -699700.625000 Penalty: 4274.948242
	Iteration 52Q: 3 clusters Score -699700.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -699730.000000 Penalty: 4274.948242
	Iteration 53Q: 3 clusters Score -699730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -699755.562500 Penalty: 4274.948242
	Iteration 54Q: 3 clusters Score -699755.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -699775.812500 Penalty: 4274.948242
	Iteration 55Q: 3 clusters Score -699775.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -699794.625000 Penalty: 4274.948242
	Iteration 56Q: 3 clusters Score -699794.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -699819.187500 Penalty: 4274.948242
	Iteration 57Q: 3 clusters Score -699819.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -699844.000000 Penalty: 4274.948242
	Iteration 58Q: 3 clusters Score -699844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -699863.937500 Penalty: 4274.948242
	Iteration 59Q: 3 clusters Score -699863.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -699881.437500 Penalty: 4274.948242
	Iteration 60F: 3 clusters Score -699881.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -699895.187500 Penalty: 4274.948242
	Iteration 61Q: 3 clusters Score -699895.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -699910.437500 Penalty: 4274.948242
	Iteration 62Q: 3 clusters Score -699910.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -699921.937500 Penalty: 4274.948242
	Iteration 63Q: 3 clusters Score -699921.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -699939.687500 Penalty: 4274.948242
	Iteration 64Q: 3 clusters Score -699939.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -699951.312500 Penalty: 4274.948242
	Iteration 65Q: 3 clusters Score -699951.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -699963.562500 Penalty: 4274.948242
	Iteration 66Q: 3 clusters Score -699963.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -699975.812500 Penalty: 4274.948242
	Iteration 67Q: 3 clusters Score -699975.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -699987.250000 Penalty: 4274.948242
	Iteration 68Q: 3 clusters Score -699987.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -699997.375000 Penalty: 4274.948242
	Iteration 69Q: 3 clusters Score -699997.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -700006.125000 Penalty: 4274.948242
	Iteration 70Q: 3 clusters Score -700006.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -700010.437500 Penalty: 4274.948242
	Iteration 71Q: 3 clusters Score -700010.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -700014.312500 Penalty: 4274.948242
	Iteration 72Q: 3 clusters Score -700014.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -700019.687500 Penalty: 4274.948242
	Iteration 73Q: 3 clusters Score -700019.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -700023.750000 Penalty: 4274.948242
	Iteration 74Q: 3 clusters Score -700023.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -700025.250000 Penalty: 4274.948242
	Iteration 75Q: 3 clusters Score -700025.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -700025.250000 Penalty: 4274.948242
	Iteration 76F: 3 clusters Score -700025.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -25558.970703 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -25558.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24388.937500 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -24388.94 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24649.142578 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -24649.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24746.998047 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -24747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24907.099609 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -24907.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25047.994141 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -25047.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25128.123047 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -25128.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25134.044922 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -25134.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25136.849609 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -25136.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25136.849609 Penalty: 2789.512695
	Iteration 8F: 3 clusters Score -25136.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (172442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172442 members 
Entering Unmasked Estep 
Score: -21945132.000000 Penalty: 2990.338379
	Iteration 0F: 2 clusters Score -2.194513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85943 members 
Mstep: Class 2 contains 86499 members 
Entering Unmasked Estep 
Score: -21833668.000000 Penalty: 5980.676758
	Iteration 0F: 3 clusters Score -2.183367e+07 nChanged 82675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81400 members 
Mstep: Class 2 contains 91042 members 
Entering Unmasked Estep 
Score: -21881730.000000 Penalty: 5980.676758
	Iteration 1F: 3 clusters Score -2.188173e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 94121 members 
Entering Unmasked Estep 
Score: -21882912.000000 Penalty: 5980.676758
	Iteration 2Q: 3 clusters Score -2.188291e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 98926 members 
Entering Unmasked Estep 
Score: -21884718.000000 Penalty: 5980.676758
	Iteration 3Q: 3 clusters Score -2.188472e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66045 members 
Mstep: Class 2 contains 106397 members 
Entering Unmasked Estep 
Score: -21887982.000000 Penalty: 5980.676758
	Iteration 4Q: 3 clusters Score -2.188798e+07 nChanged 11106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 117323 members 
Entering Unmasked Estep 
Score: -21894508.000000 Penalty: 5980.676758
	Iteration 5F: 3 clusters Score -2.189451e+07 nChanged 14771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 132056 members 
Entering Unmasked Estep 
Score: -21906194.000000 Penalty: 5980.676758
	Iteration 6F: 3 clusters Score -2.190619e+07 nChanged 16604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 148646 members 
Entering Unmasked Estep 
Score: -21922044.000000 Penalty: 5980.676758
	Iteration 7F: 3 clusters Score -2.192204e+07 nChanged 13620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 162262 members 
Entering Unmasked Estep 
Score: -21934716.000000 Penalty: 5980.676758
	Iteration 8F: 3 clusters Score -2.193472e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 169220 members 
Entering Unmasked Estep 
Score: -21940276.000000 Penalty: 5980.676758
	Iteration 9Q: 3 clusters Score -2.194028e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 171425 members 
Entering Unmasked Estep 
Score: -21941808.000000 Penalty: 5980.676758
	Iteration 10Q: 3 clusters Score -2.194181e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 172004 members 
Entering Unmasked Estep 
Score: -21942258.000000 Penalty: 5980.676758
	Iteration 11Q: 3 clusters Score -2.194226e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 172145 members 
Entering Unmasked Estep 
Score: -21942386.000000 Penalty: 5980.676758
	Iteration 12Q: 3 clusters Score -2.194239e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 172182 members 
Entering Unmasked Estep 
Score: -21942452.000000 Penalty: 5980.676758
	Iteration 13Q: 3 clusters Score -2.194245e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 172196 members 
Entering Unmasked Estep 
Score: -21942490.000000 Penalty: 5980.676758
	Iteration 14Q: 3 clusters Score -2.194249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 172207 members 
Entering Unmasked Estep 
Score: -21942502.000000 Penalty: 5980.676758
	Iteration 15Q: 3 clusters Score -2.19425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 172216 members 
Entering Unmasked Estep 
Score: -21942508.000000 Penalty: 5980.676758
	Iteration 16Q: 3 clusters Score -2.194251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 172225 members 
Entering Unmasked Estep 
Score: -21942546.000000 Penalty: 5980.676758
	Iteration 17Q: 3 clusters Score -2.194255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 172231 members 
Entering Unmasked Estep 
Score: -21942558.000000 Penalty: 5980.676758
	Iteration 18Q: 3 clusters Score -2.194256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 172233 members 
Entering Unmasked Estep 
Score: -21942576.000000 Penalty: 5980.676758
	Iteration 19Q: 3 clusters Score -2.194258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 172235 members 
Entering Unmasked Estep 
Score: -21942572.000000 Penalty: 5980.676758
	Iteration 20F: 3 clusters Score -2.194257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 172236 members 
Entering Unmasked Estep 
Score: -21942578.000000 Penalty: 5980.676758
	Iteration 21Q: 3 clusters Score -2.194258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 172235 members 
Entering Unmasked Estep 
Score: -21942576.000000 Penalty: 5980.676758
	Iteration 22Q: 3 clusters Score -2.194258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 172235 members 
Entering Unmasked Estep 
Score: -21942576.000000 Penalty: 5980.676758
	Iteration 23F: 3 clusters Score -2.194258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -39970.726562 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -39970.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38622.703125 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -38622.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38908.476562 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -38908.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39043.300781 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -39043.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39115.585938 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -39115.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39142.128906 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -39142.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39153.109375 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -39153.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39171.976562 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -39171.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39174.031250 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -39174.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39174.031250 Penalty: 2965.527344
	Iteration 8F: 3 clusters Score -39174.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Entering Unmasked Estep 
Score: -522277.062500 Penalty: 2078.182617
	Iteration 0F: 2 clusters Score -522277.1 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 2187 members 
Entering Unmasked Estep 
Score: -518138.656250 Penalty: 4156.365234
	Iteration 0F: 3 clusters Score -518138.7 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -519112.875000 Penalty: 4156.365234
	Iteration 1F: 3 clusters Score -519112.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -519351.750000 Penalty: 4156.365234
	Iteration 2F: 3 clusters Score -519351.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -519495.687500 Penalty: 4156.365234
	Iteration 3F: 3 clusters Score -519495.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -519607.250000 Penalty: 4156.365234
	Iteration 4Q: 3 clusters Score -519607.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -519707.968750 Penalty: 4156.365234
	Iteration 5Q: 3 clusters Score -519708 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -519780.125000 Penalty: 4156.365234
	Iteration 6Q: 3 clusters Score -519780.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -519847.968750 Penalty: 4156.365234
	Iteration 7Q: 3 clusters Score -519848 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -519899.500000 Penalty: 4156.365234
	Iteration 8Q: 3 clusters Score -519899.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -519958.531250 Penalty: 4156.365234
	Iteration 9Q: 3 clusters Score -519958.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -520000.000000 Penalty: 4156.365234
	Iteration 10Q: 3 clusters Score -520000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -520028.250000 Penalty: 4156.365234
	Iteration 11Q: 3 clusters Score -520028.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -520057.312500 Penalty: 4156.365234
	Iteration 12Q: 3 clusters Score -520057.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -520087.031250 Penalty: 4156.365234
	Iteration 13Q: 3 clusters Score -520087 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -520107.093750 Penalty: 4156.365234
	Iteration 14Q: 3 clusters Score -520107.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -520133.250000 Penalty: 4156.365234
	Iteration 15Q: 3 clusters Score -520133.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -520159.687500 Penalty: 4156.365234
	Iteration 16Q: 3 clusters Score -520159.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -520183.000000 Penalty: 4156.365234
	Iteration 17Q: 3 clusters Score -520183 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -520196.531250 Penalty: 4156.365234
	Iteration 18Q: 3 clusters Score -520196.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -520208.843750 Penalty: 4156.365234
	Iteration 19Q: 3 clusters Score -520208.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -520219.250000 Penalty: 4156.365234
	Iteration 20F: 3 clusters Score -520219.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -520232.781250 Penalty: 4156.365234
	Iteration 21Q: 3 clusters Score -520232.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -520247.156250 Penalty: 4156.365234
	Iteration 22Q: 3 clusters Score -520247.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -520268.562500 Penalty: 4156.365234
	Iteration 23Q: 3 clusters Score -520268.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -520291.843750 Penalty: 4156.365234
	Iteration 24Q: 3 clusters Score -520291.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -520333.156250 Penalty: 4156.365234
	Iteration 25Q: 3 clusters Score -520333.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -520369.218750 Penalty: 4156.365234
	Iteration 26Q: 3 clusters Score -520369.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -520398.125000 Penalty: 4156.365234
	Iteration 27Q: 3 clusters Score -520398.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -520425.218750 Penalty: 4156.365234
	Iteration 28Q: 3 clusters Score -520425.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -520450.875000 Penalty: 4156.365234
	Iteration 29Q: 3 clusters Score -520450.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -520476.125000 Penalty: 4156.365234
	Iteration 30Q: 3 clusters Score -520476.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -520500.875000 Penalty: 4156.365234
	Iteration 31Q: 3 clusters Score -520500.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -520519.468750 Penalty: 4156.365234
	Iteration 32Q: 3 clusters Score -520519.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -520534.843750 Penalty: 4156.365234
	Iteration 33Q: 3 clusters Score -520534.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -520546.656250 Penalty: 4156.365234
	Iteration 34Q: 3 clusters Score -520546.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -520552.625000 Penalty: 4156.365234
	Iteration 35Q: 3 clusters Score -520552.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -520557.625000 Penalty: 4156.365234
	Iteration 36Q: 3 clusters Score -520557.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -520560.968750 Penalty: 4156.365234
	Iteration 37Q: 3 clusters Score -520561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -520566.250000 Penalty: 4156.365234
	Iteration 38Q: 3 clusters Score -520566.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -520575.312500 Penalty: 4156.365234
	Iteration 39Q: 3 clusters Score -520575.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -520584.906250 Penalty: 4156.365234
	Iteration 40F: 3 clusters Score -520584.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -520592.718750 Penalty: 4156.365234
	Iteration 41Q: 3 clusters Score -520592.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -520596.187500 Penalty: 4156.365234
	Iteration 42Q: 3 clusters Score -520596.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -520600.062500 Penalty: 4156.365234
	Iteration 43Q: 3 clusters Score -520600.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -520604.875000 Penalty: 4156.365234
	Iteration 44Q: 3 clusters Score -520604.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -520610.937500 Penalty: 4156.365234
	Iteration 45Q: 3 clusters Score -520610.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -520612.937500 Penalty: 4156.365234
	Iteration 46Q: 3 clusters Score -520612.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -520615.031250 Penalty: 4156.365234
	Iteration 47Q: 3 clusters Score -520615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -520617.875000 Penalty: 4156.365234
	Iteration 48Q: 3 clusters Score -520617.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -520619.875000 Penalty: 4156.365234
	Iteration 49Q: 3 clusters Score -520619.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -520621.531250 Penalty: 4156.365234
	Iteration 50Q: 3 clusters Score -520621.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -520624.406250 Penalty: 4156.365234
	Iteration 51Q: 3 clusters Score -520624.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -520626.750000 Penalty: 4156.365234
	Iteration 52Q: 3 clusters Score -520626.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -520629.875000 Penalty: 4156.365234
	Iteration 53Q: 3 clusters Score -520629.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -520633.812500 Penalty: 4156.365234
	Iteration 54Q: 3 clusters Score -520633.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -520635.500000 Penalty: 4156.365234
	Iteration 55Q: 3 clusters Score -520635.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -520637.875000 Penalty: 4156.365234
	Iteration 56Q: 3 clusters Score -520637.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -520640.937500 Penalty: 4156.365234
	Iteration 57Q: 3 clusters Score -520640.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -520642.125000 Penalty: 4156.365234
	Iteration 58Q: 3 clusters Score -520642.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -520644.812500 Penalty: 4156.365234
	Iteration 59Q: 3 clusters Score -520644.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -520649.281250 Penalty: 4156.365234
	Iteration 60F: 3 clusters Score -520649.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -520652.687500 Penalty: 4156.365234
	Iteration 61Q: 3 clusters Score -520652.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -520655.718750 Penalty: 4156.365234
	Iteration 62Q: 3 clusters Score -520655.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -520659.781250 Penalty: 4156.365234
	Iteration 63Q: 3 clusters Score -520659.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -520664.500000 Penalty: 4156.365234
	Iteration 64Q: 3 clusters Score -520664.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -520669.687500 Penalty: 4156.365234
	Iteration 65Q: 3 clusters Score -520669.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -520673.968750 Penalty: 4156.365234
	Iteration 66Q: 3 clusters Score -520674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -520677.875000 Penalty: 4156.365234
	Iteration 67Q: 3 clusters Score -520677.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -520679.750000 Penalty: 4156.365234
	Iteration 68Q: 3 clusters Score -520679.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -520682.250000 Penalty: 4156.365234
	Iteration 69Q: 3 clusters Score -520682.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -520683.656250 Penalty: 4156.365234
	Iteration 70Q: 3 clusters Score -520683.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -520685.750000 Penalty: 4156.365234
	Iteration 71Q: 3 clusters Score -520685.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -520685.062500 Penalty: 4156.365234
	Iteration 72Q: 3 clusters Score -520685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -520687.093750 Penalty: 4156.365234
	Iteration 73Q: 3 clusters Score -520687.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -520688.968750 Penalty: 4156.365234
	Iteration 74Q: 3 clusters Score -520689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -520688.968750 Penalty: 4156.365234
	Iteration 75F: 3 clusters Score -520689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -48683.855469 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -48683.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47178.773438 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -47178.77 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47439.078125 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -47439.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47628.312500 Penalty: 3042.165527
	Iteration 2F: 3 clusters Score -47628.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47850.023438 Penalty: 3042.165527
	Iteration 3F: 3 clusters Score -47850.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48074.835938 Penalty: 3042.165527
	Iteration 4F: 3 clusters Score -48074.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48306.996094 Penalty: 3042.165527
	Iteration 5Q: 3 clusters Score -48307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48447.496094 Penalty: 3042.165527
	Iteration 6Q: 3 clusters Score -48447.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48510.761719 Penalty: 3042.165527
	Iteration 7Q: 3 clusters Score -48510.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48614.617188 Penalty: 3042.165527
	Iteration 8Q: 3 clusters Score -48614.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -48699.937500 Penalty: 3042.165527
	Iteration 9Q: 3 clusters Score -48699.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48731.789062 Penalty: 3042.165527
	Iteration 10Q: 3 clusters Score -48731.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48731.789062 Penalty: 3042.165527
	Iteration 11F: 3 clusters Score -48731.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148069 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172442 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4358 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 154508 members 
Mstep: Class 11 contains 71500 members 
Mstep: Class 12 contains 161428 members 
Mstep: Class 13 contains 8827 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 146981 members 
Mstep: Class 16 contains 60168 members 
Mstep: Class 17 contains 4172 members 
Mstep: Class 18 contains 35217 members 
Mstep: Class 19 contains 157567 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145739 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Mstep: Class 25 contains 240 members 
Entering Unmasked Estep 
Score: -161321216.000000 Penalty: 87239.546875
Splitting cluster 8 changes total score from -161323200.000000 to -161321216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (6142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Entering Unmasked Estep 
Score: -778532.375000 Penalty: 2163.280762
	Iteration 0F: 2 clusters Score -778532.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -773289.687500 Penalty: 4326.561523
	Iteration 0F: 3 clusters Score -773289.7 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -774713.750000 Penalty: 4326.561523
	Iteration 1F: 3 clusters Score -774713.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -775038.437500 Penalty: 4326.561523
	Iteration 2F: 3 clusters Score -775038.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -775299.187500 Penalty: 4326.561523
	Iteration 3F: 3 clusters Score -775299.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -775531.000000 Penalty: 4326.561523
	Iteration 4F: 3 clusters Score -775531 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -775720.312500 Penalty: 4326.561523
	Iteration 5Q: 3 clusters Score -775720.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -775870.062500 Penalty: 4326.561523
	Iteration 6Q: 3 clusters Score -775870.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -776019.437500 Penalty: 4326.561523
	Iteration 7Q: 3 clusters Score -776019.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -776152.875000 Penalty: 4326.561523
	Iteration 8Q: 3 clusters Score -776152.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -776288.250000 Penalty: 4326.561523
	Iteration 9Q: 3 clusters Score -776288.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -776406.875000 Penalty: 4326.561523
	Iteration 10Q: 3 clusters Score -776406.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -776528.687500 Penalty: 4326.561523
	Iteration 11Q: 3 clusters Score -776528.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -776627.625000 Penalty: 4326.561523
	Iteration 12Q: 3 clusters Score -776627.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -776724.687500 Penalty: 4326.561523
	Iteration 13Q: 3 clusters Score -776724.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -776798.875000 Penalty: 4326.561523
	Iteration 14Q: 3 clusters Score -776798.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -776859.687500 Penalty: 4326.561523
	Iteration 15Q: 3 clusters Score -776859.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -776912.375000 Penalty: 4326.561523
	Iteration 16Q: 3 clusters Score -776912.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -776952.812500 Penalty: 4326.561523
	Iteration 17Q: 3 clusters Score -776952.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -776988.250000 Penalty: 4326.561523
	Iteration 18Q: 3 clusters Score -776988.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -777015.062500 Penalty: 4326.561523
	Iteration 19Q: 3 clusters Score -777015.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -777027.375000 Penalty: 4326.561523
	Iteration 20F: 3 clusters Score -777027.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -777036.562500 Penalty: 4326.561523
	Iteration 21Q: 3 clusters Score -777036.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -777042.500000 Penalty: 4326.561523
	Iteration 22Q: 3 clusters Score -777042.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -777044.875000 Penalty: 4326.561523
	Iteration 23Q: 3 clusters Score -777044.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -777049.375000 Penalty: 4326.561523
	Iteration 24Q: 3 clusters Score -777049.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -777054.000000 Penalty: 4326.561523
	Iteration 25Q: 3 clusters Score -777054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -777055.375000 Penalty: 4326.561523
	Iteration 26Q: 3 clusters Score -777055.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -777057.375000 Penalty: 4326.561523
	Iteration 27Q: 3 clusters Score -777057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -777057.375000 Penalty: 4326.561523
	Iteration 28Q: 3 clusters Score -777057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -777057.250000 Penalty: 4326.561523
	Iteration 29Q: 3 clusters Score -777057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -777058.562500 Penalty: 4326.561523
	Iteration 30Q: 3 clusters Score -777058.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -777058.062500 Penalty: 4326.561523
	Iteration 31Q: 3 clusters Score -777058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -777059.437500 Penalty: 4326.561523
	Iteration 32Q: 3 clusters Score -777059.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -777059.687500 Penalty: 4326.561523
	Iteration 33Q: 3 clusters Score -777059.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -777059.875000 Penalty: 4326.561523
	Iteration 34Q: 3 clusters Score -777059.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -777061.125000 Penalty: 4326.561523
	Iteration 35Q: 3 clusters Score -777061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -777061.312500 Penalty: 4326.561523
	Iteration 36Q: 3 clusters Score -777061.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -777061.875000 Penalty: 4326.561523
	Iteration 37Q: 3 clusters Score -777061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -777062.000000 Penalty: 4326.561523
	Iteration 38Q: 3 clusters Score -777062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -777062.000000 Penalty: 4326.561523
	Iteration 39F: 3 clusters Score -777062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (154508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154508 members 
Entering Unmasked Estep 
Score: -19819732.000000 Penalty: 2963.104248
	Iteration 0F: 2 clusters Score -1.981973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 77249 members 
Entering Unmasked Estep 
Score: -19718606.000000 Penalty: 5926.208496
	Iteration 0F: 3 clusters Score -1.971861e+07 nChanged 73696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78825 members 
Mstep: Class 2 contains 75683 members 
Entering Unmasked Estep 
Score: -19761500.000000 Penalty: 5926.208496
	Iteration 1F: 3 clusters Score -1.97615e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 74867 members 
Entering Unmasked Estep 
Score: -19762240.000000 Penalty: 5926.208496
	Iteration 2Q: 3 clusters Score -1.976224e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80848 members 
Mstep: Class 2 contains 73660 members 
Entering Unmasked Estep 
Score: -19763258.000000 Penalty: 5926.208496
	Iteration 3Q: 3 clusters Score -1.976326e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 71834 members 
Entering Unmasked Estep 
Score: -19764498.000000 Penalty: 5926.208496
	Iteration 4Q: 3 clusters Score -1.97645e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85204 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -19766004.000000 Penalty: 5926.208496
	Iteration 5Q: 3 clusters Score -1.9766e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88815 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -19768600.000000 Penalty: 5926.208496
	Iteration 6Q: 3 clusters Score -1.97686e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93755 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -19772238.000000 Penalty: 5926.208496
	Iteration 7Q: 3 clusters Score -1.977224e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100151 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -19777752.000000 Penalty: 5926.208496
	Iteration 8F: 3 clusters Score -1.977775e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107351 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -19785232.000000 Penalty: 5926.208496
	Iteration 9F: 3 clusters Score -1.978523e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114389 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -19793204.000000 Penalty: 5926.208496
	Iteration 10F: 3 clusters Score -1.97932e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119791 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -19799190.000000 Penalty: 5926.208496
	Iteration 11F: 3 clusters Score -1.979919e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123784 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -19802816.000000 Penalty: 5926.208496
	Iteration 12Q: 3 clusters Score -1.980282e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127185 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -19804974.000000 Penalty: 5926.208496
	Iteration 13Q: 3 clusters Score -1.980497e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130267 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -19806490.000000 Penalty: 5926.208496
	Iteration 14Q: 3 clusters Score -1.980649e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133194 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -19807848.000000 Penalty: 5926.208496
	Iteration 15Q: 3 clusters Score -1.980785e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136008 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -19809252.000000 Penalty: 5926.208496
	Iteration 16Q: 3 clusters Score -1.980925e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138756 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -19810520.000000 Penalty: 5926.208496
	Iteration 17Q: 3 clusters Score -1.981052e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141366 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -19811844.000000 Penalty: 5926.208496
	Iteration 18Q: 3 clusters Score -1.981184e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143701 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -19813098.000000 Penalty: 5926.208496
	Iteration 19Q: 3 clusters Score -1.98131e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145803 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -19814288.000000 Penalty: 5926.208496
	Iteration 20F: 3 clusters Score -1.981429e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147448 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -19815138.000000 Penalty: 5926.208496
	Iteration 21Q: 3 clusters Score -1.981514e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148778 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -19815682.000000 Penalty: 5926.208496
	Iteration 22Q: 3 clusters Score -1.981568e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149804 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -19816084.000000 Penalty: 5926.208496
	Iteration 23Q: 3 clusters Score -1.981608e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150583 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -19816438.000000 Penalty: 5926.208496
	Iteration 24Q: 3 clusters Score -1.981644e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151164 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -19816632.000000 Penalty: 5926.208496
	Iteration 25Q: 3 clusters Score -1.981663e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151615 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -19816774.000000 Penalty: 5926.208496
	Iteration 26Q: 3 clusters Score -1.981677e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151972 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -19816944.000000 Penalty: 5926.208496
	Iteration 27Q: 3 clusters Score -1.981694e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152252 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -19817016.000000 Penalty: 5926.208496
	Iteration 28Q: 3 clusters Score -1.981702e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152452 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -19817100.000000 Penalty: 5926.208496
	Iteration 29Q: 3 clusters Score -1.98171e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152616 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -19817130.000000 Penalty: 5926.208496
	Iteration 30Q: 3 clusters Score -1.981713e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152735 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -19817162.000000 Penalty: 5926.208496
	Iteration 31Q: 3 clusters Score -1.981716e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152839 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -19817188.000000 Penalty: 5926.208496
	Iteration 32Q: 3 clusters Score -1.981719e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152947 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -19817202.000000 Penalty: 5926.208496
	Iteration 33Q: 3 clusters Score -1.98172e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153028 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -19817190.000000 Penalty: 5926.208496
	Iteration 34Q: 3 clusters Score -1.981719e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153098 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -19817216.000000 Penalty: 5926.208496
	Iteration 35Q: 3 clusters Score -1.981722e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153153 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -19817226.000000 Penalty: 5926.208496
	Iteration 36Q: 3 clusters Score -1.981723e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153199 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -19817228.000000 Penalty: 5926.208496
	Iteration 37Q: 3 clusters Score -1.981723e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153236 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -19817262.000000 Penalty: 5926.208496
	Iteration 38Q: 3 clusters Score -1.981726e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153269 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -19817286.000000 Penalty: 5926.208496
	Iteration 39Q: 3 clusters Score -1.981729e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153301 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -19817282.000000 Penalty: 5926.208496
	Iteration 40F: 3 clusters Score -1.981728e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153326 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -19817268.000000 Penalty: 5926.208496
	Iteration 41Q: 3 clusters Score -1.981727e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153345 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -19817294.000000 Penalty: 5926.208496
	Iteration 42Q: 3 clusters Score -1.981729e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153372 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -19817294.000000 Penalty: 5926.208496
	Iteration 43Q: 3 clusters Score -1.981729e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153392 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -19817318.000000 Penalty: 5926.208496
	Iteration 44Q: 3 clusters Score -1.981732e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153408 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -19817326.000000 Penalty: 5926.208496
	Iteration 45Q: 3 clusters Score -1.981733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153419 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -19817326.000000 Penalty: 5926.208496
	Iteration 46Q: 3 clusters Score -1.981733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153420 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -19817332.000000 Penalty: 5926.208496
	Iteration 47Q: 3 clusters Score -1.981733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153425 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -19817334.000000 Penalty: 5926.208496
	Iteration 48Q: 3 clusters Score -1.981733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153428 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -19817340.000000 Penalty: 5926.208496
	Iteration 49Q: 3 clusters Score -1.981734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153436 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -19817344.000000 Penalty: 5926.208496
	Iteration 50Q: 3 clusters Score -1.981734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153444 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -19817334.000000 Penalty: 5926.208496
	Iteration 51Q: 3 clusters Score -1.981733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153450 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -19817346.000000 Penalty: 5926.208496
	Iteration 52Q: 3 clusters Score -1.981735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153452 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -19817348.000000 Penalty: 5926.208496
	Iteration 53Q: 3 clusters Score -1.981735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153453 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -19817350.000000 Penalty: 5926.208496
	Iteration 54Q: 3 clusters Score -1.981735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153454 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -19817358.000000 Penalty: 5926.208496
	Iteration 55Q: 3 clusters Score -1.981736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153457 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -19817356.000000 Penalty: 5926.208496
	Iteration 56Q: 3 clusters Score -1.981736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153461 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -19817362.000000 Penalty: 5926.208496
	Iteration 57Q: 3 clusters Score -1.981736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153463 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -19817366.000000 Penalty: 5926.208496
	Iteration 58Q: 3 clusters Score -1.981737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153462 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -19817360.000000 Penalty: 5926.208496
	Iteration 59Q: 3 clusters Score -1.981736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153463 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -19817368.000000 Penalty: 5926.208496
	Iteration 60F: 3 clusters Score -1.981737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153465 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -19817378.000000 Penalty: 5926.208496
	Iteration 61Q: 3 clusters Score -1.981738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153467 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -19817380.000000 Penalty: 5926.208496
	Iteration 62Q: 3 clusters Score -1.981738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153469 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -19817378.000000 Penalty: 5926.208496
	Iteration 63Q: 3 clusters Score -1.981738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153470 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -19817388.000000 Penalty: 5926.208496
	Iteration 64Q: 3 clusters Score -1.981739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153471 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -19817386.000000 Penalty: 5926.208496
	Iteration 65Q: 3 clusters Score -1.981739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153474 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -19817386.000000 Penalty: 5926.208496
	Iteration 66Q: 3 clusters Score -1.981739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153476 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -19817396.000000 Penalty: 5926.208496
	Iteration 67Q: 3 clusters Score -1.98174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153479 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -19817386.000000 Penalty: 5926.208496
	Iteration 68Q: 3 clusters Score -1.981739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153478 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -19817388.000000 Penalty: 5926.208496
	Iteration 69Q: 3 clusters Score -1.981739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153478 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -19817388.000000 Penalty: 5926.208496
	Iteration 70F: 3 clusters Score -1.981739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (71500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Entering Unmasked Estep 
Score: -9069373.000000 Penalty: 2772.008301
	Iteration 0F: 2 clusters Score -9069373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -9021377.000000 Penalty: 5544.016602
	Iteration 0F: 3 clusters Score -9021377 nChanged 33528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -9040533.000000 Penalty: 5544.016602
	Iteration 1F: 3 clusters Score -9040533 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -9041508.000000 Penalty: 5544.016602
	Iteration 2Q: 3 clusters Score -9041508 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -9042984.000000 Penalty: 5544.016602
	Iteration 3Q: 3 clusters Score -9042984 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -9045520.000000 Penalty: 5544.016602
	Iteration 4F: 3 clusters Score -9045520 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -9049224.000000 Penalty: 5544.016602
	Iteration 5F: 3 clusters Score -9049224 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 56592 members 
Entering Unmasked Estep 
Score: -9053888.000000 Penalty: 5544.016602
	Iteration 6F: 3 clusters Score -9053888 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 61674 members 
Entering Unmasked Estep 
Score: -9058586.000000 Penalty: 5544.016602
	Iteration 7F: 3 clusters Score -9058586 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -9062311.000000 Penalty: 5544.016602
	Iteration 8F: 3 clusters Score -9062311 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 68409 members 
Entering Unmasked Estep 
Score: -9064663.000000 Penalty: 5544.016602
	Iteration 9Q: 3 clusters Score -9064663 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -9065875.000000 Penalty: 5544.016602
	Iteration 10Q: 3 clusters Score -9065875 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 70439 members 
Entering Unmasked Estep 
Score: -9066400.000000 Penalty: 5544.016602
	Iteration 11Q: 3 clusters Score -9066400 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 70707 members 
Entering Unmasked Estep 
Score: -9066681.000000 Penalty: 5544.016602
	Iteration 12Q: 3 clusters Score -9066681 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 70847 members 
Entering Unmasked Estep 
Score: -9066775.000000 Penalty: 5544.016602
	Iteration 13Q: 3 clusters Score -9066775 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 70916 members 
Entering Unmasked Estep 
Score: -9066860.000000 Penalty: 5544.016602
	Iteration 14Q: 3 clusters Score -9066860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -9066918.000000 Penalty: 5544.016602
	Iteration 15Q: 3 clusters Score -9066918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -9066943.000000 Penalty: 5544.016602
	Iteration 16Q: 3 clusters Score -9066943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 71015 members 
Entering Unmasked Estep 
Score: -9066975.000000 Penalty: 5544.016602
	Iteration 17Q: 3 clusters Score -9066975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -9066988.000000 Penalty: 5544.016602
	Iteration 18Q: 3 clusters Score -9066988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 71039 members 
Entering Unmasked Estep 
Score: -9067004.000000 Penalty: 5544.016602
	Iteration 19Q: 3 clusters Score -9067004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -9067004.000000 Penalty: 5544.016602
	Iteration 20F: 3 clusters Score -9067004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -9067004.000000 Penalty: 5544.016602
	Iteration 21Q: 3 clusters Score -9067004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -9067008.000000 Penalty: 5544.016602
	Iteration 22Q: 3 clusters Score -9067008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 71060 members 
Entering Unmasked Estep 
Score: -9067013.000000 Penalty: 5544.016602
	Iteration 23Q: 3 clusters Score -9067013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 71064 members 
Entering Unmasked Estep 
Score: -9067021.000000 Penalty: 5544.016602
	Iteration 24Q: 3 clusters Score -9067021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 71065 members 
Entering Unmasked Estep 
Score: -9067021.000000 Penalty: 5544.016602
	Iteration 25Q: 3 clusters Score -9067021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 71066 members 
Entering Unmasked Estep 
Score: -9067023.000000 Penalty: 5544.016602
	Iteration 26Q: 3 clusters Score -9067023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 71066 members 
Entering Unmasked Estep 
Score: -9067023.000000 Penalty: 5544.016602
	Iteration 27F: 3 clusters Score -9067023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (161428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161428 members 
Entering Unmasked Estep 
Score: -20563362.000000 Penalty: 2973.969971
	Iteration 0F: 2 clusters Score -2.056336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -20456836.000000 Penalty: 5947.939941
	Iteration 0F: 3 clusters Score -2.045684e+07 nChanged 77115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82656 members 
Mstep: Class 2 contains 78772 members 
Entering Unmasked Estep 
Score: -20501262.000000 Penalty: 5947.939941
	Iteration 1F: 3 clusters Score -2.050126e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 77653 members 
Entering Unmasked Estep 
Score: -20502170.000000 Penalty: 5947.939941
	Iteration 2Q: 3 clusters Score -2.050217e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 75868 members 
Entering Unmasked Estep 
Score: -20503330.000000 Penalty: 5947.939941
	Iteration 3Q: 3 clusters Score -2.050333e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88419 members 
Mstep: Class 2 contains 73009 members 
Entering Unmasked Estep 
Score: -20504952.000000 Penalty: 5947.939941
	Iteration 4Q: 3 clusters Score -2.050495e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92727 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
Score: -20507696.000000 Penalty: 5947.939941
	Iteration 5Q: 3 clusters Score -2.05077e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98654 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -20512452.000000 Penalty: 5947.939941
	Iteration 6Q: 3 clusters Score -2.051245e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106267 members 
Mstep: Class 2 contains 55161 members 
Entering Unmasked Estep 
Score: -20518754.000000 Penalty: 5947.939941
	Iteration 7F: 3 clusters Score -2.051875e+07 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114838 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -20526658.000000 Penalty: 5947.939941
	Iteration 8F: 3 clusters Score -2.052666e+07 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123270 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -20534458.000000 Penalty: 5947.939941
	Iteration 9F: 3 clusters Score -2.053446e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130655 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -20541058.000000 Penalty: 5947.939941
	Iteration 10F: 3 clusters Score -2.054106e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136796 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -20545816.000000 Penalty: 5947.939941
	Iteration 11Q: 3 clusters Score -2.054582e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141895 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -20549624.000000 Penalty: 5947.939941
	Iteration 12Q: 3 clusters Score -2.054962e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146171 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -20552380.000000 Penalty: 5947.939941
	Iteration 13Q: 3 clusters Score -2.055238e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149611 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -20554290.000000 Penalty: 5947.939941
	Iteration 14Q: 3 clusters Score -2.055429e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152347 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -20555822.000000 Penalty: 5947.939941
	Iteration 15Q: 3 clusters Score -2.055582e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154626 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -20557138.000000 Penalty: 5947.939941
	Iteration 16Q: 3 clusters Score -2.055714e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156413 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -20558176.000000 Penalty: 5947.939941
	Iteration 17Q: 3 clusters Score -2.055818e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157702 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -20558946.000000 Penalty: 5947.939941
	Iteration 18Q: 3 clusters Score -2.055895e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158584 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -20559438.000000 Penalty: 5947.939941
	Iteration 19Q: 3 clusters Score -2.055944e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159219 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -20559782.000000 Penalty: 5947.939941
	Iteration 20F: 3 clusters Score -2.055978e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159645 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -20560054.000000 Penalty: 5947.939941
	Iteration 21Q: 3 clusters Score -2.056005e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159952 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -20560232.000000 Penalty: 5947.939941
	Iteration 22Q: 3 clusters Score -2.056023e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160164 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -20560358.000000 Penalty: 5947.939941
	Iteration 23Q: 3 clusters Score -2.056036e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160308 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -20560492.000000 Penalty: 5947.939941
	Iteration 24Q: 3 clusters Score -2.056049e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160422 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -20560540.000000 Penalty: 5947.939941
	Iteration 25Q: 3 clusters Score -2.056054e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160490 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -20560560.000000 Penalty: 5947.939941
	Iteration 26Q: 3 clusters Score -2.056056e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160543 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -20560646.000000 Penalty: 5947.939941
	Iteration 27Q: 3 clusters Score -2.056065e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160589 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -20560712.000000 Penalty: 5947.939941
	Iteration 28Q: 3 clusters Score -2.056071e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160625 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -20560736.000000 Penalty: 5947.939941
	Iteration 29Q: 3 clusters Score -2.056074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160646 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -20560784.000000 Penalty: 5947.939941
	Iteration 30Q: 3 clusters Score -2.056078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160661 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -20560778.000000 Penalty: 5947.939941
	Iteration 31Q: 3 clusters Score -2.056078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160673 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -20560784.000000 Penalty: 5947.939941
	Iteration 32Q: 3 clusters Score -2.056078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160681 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -20560792.000000 Penalty: 5947.939941
	Iteration 33Q: 3 clusters Score -2.056079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160691 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -20560800.000000 Penalty: 5947.939941
	Iteration 34Q: 3 clusters Score -2.05608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160704 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -20560828.000000 Penalty: 5947.939941
	Iteration 35Q: 3 clusters Score -2.056083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160712 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -20560832.000000 Penalty: 5947.939941
	Iteration 36Q: 3 clusters Score -2.056083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160719 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -20560826.000000 Penalty: 5947.939941
	Iteration 37Q: 3 clusters Score -2.056083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160726 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -20560842.000000 Penalty: 5947.939941
	Iteration 38Q: 3 clusters Score -2.056084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160729 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -20560840.000000 Penalty: 5947.939941
	Iteration 39Q: 3 clusters Score -2.056084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160737 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -20560844.000000 Penalty: 5947.939941
	Iteration 40F: 3 clusters Score -2.056084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160740 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -20560852.000000 Penalty: 5947.939941
	Iteration 41Q: 3 clusters Score -2.056085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160741 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -20560852.000000 Penalty: 5947.939941
	Iteration 42Q: 3 clusters Score -2.056085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160742 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -20560856.000000 Penalty: 5947.939941
	Iteration 43Q: 3 clusters Score -2.056086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160743 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -20560856.000000 Penalty: 5947.939941
	Iteration 44Q: 3 clusters Score -2.056086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160743 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -20560856.000000 Penalty: 5947.939941
	Iteration 45F: 3 clusters Score -2.056086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Entering Unmasked Estep 
Score: -1075143.000000 Penalty: 2253.221436
	Iteration 0F: 2 clusters Score -1075143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1068176.875000 Penalty: 4506.442871
	Iteration 0F: 3 clusters Score -1068177 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1070352.250000 Penalty: 4506.442871
	Iteration 1F: 3 clusters Score -1070352 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1071023.500000 Penalty: 4506.442871
	Iteration 2F: 3 clusters Score -1071024 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1071718.875000 Penalty: 4506.442871
	Iteration 3F: 3 clusters Score -1071719 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1072471.000000 Penalty: 4506.442871
	Iteration 4F: 3 clusters Score -1072471 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1073081.375000 Penalty: 4506.442871
	Iteration 5F: 3 clusters Score -1073081 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1073499.500000 Penalty: 4506.442871
	Iteration 6F: 3 clusters Score -1073500 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1073793.125000 Penalty: 4506.442871
	Iteration 7Q: 3 clusters Score -1073793 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1073983.250000 Penalty: 4506.442871
	Iteration 8Q: 3 clusters Score -1073983 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1074131.625000 Penalty: 4506.442871
	Iteration 9Q: 3 clusters Score -1074132 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1074218.750000 Penalty: 4506.442871
	Iteration 10Q: 3 clusters Score -1074219 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1074272.750000 Penalty: 4506.442871
	Iteration 11Q: 3 clusters Score -1074273 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1074311.375000 Penalty: 4506.442871
	Iteration 12Q: 3 clusters Score -1074311 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1074333.250000 Penalty: 4506.442871
	Iteration 13Q: 3 clusters Score -1074333 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1074353.250000 Penalty: 4506.442871
	Iteration 14Q: 3 clusters Score -1074353 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1074364.500000 Penalty: 4506.442871
	Iteration 15Q: 3 clusters Score -1074364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1074373.875000 Penalty: 4506.442871
	Iteration 16Q: 3 clusters Score -1074374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1074382.500000 Penalty: 4506.442871
	Iteration 17Q: 3 clusters Score -1074382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1074393.875000 Penalty: 4506.442871
	Iteration 18Q: 3 clusters Score -1074394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1074397.375000 Penalty: 4506.442871
	Iteration 19Q: 3 clusters Score -1074397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1074398.000000 Penalty: 4506.442871
	Iteration 20F: 3 clusters Score -1074398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1074400.000000 Penalty: 4506.442871
	Iteration 21Q: 3 clusters Score -1074400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1074401.625000 Penalty: 4506.442871
	Iteration 22Q: 3 clusters Score -1074402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1074403.000000 Penalty: 4506.442871
	Iteration 23Q: 3 clusters Score -1074403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1074406.750000 Penalty: 4506.442871
	Iteration 24Q: 3 clusters Score -1074407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1074409.875000 Penalty: 4506.442871
	Iteration 25Q: 3 clusters Score -1074410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1074408.750000 Penalty: 4506.442871
	Iteration 26Q: 3 clusters Score -1074409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1074411.250000 Penalty: 4506.442871
	Iteration 27Q: 3 clusters Score -1074411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1074412.125000 Penalty: 4506.442871
	Iteration 28Q: 3 clusters Score -1074412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1074416.875000 Penalty: 4506.442871
	Iteration 29Q: 3 clusters Score -1074417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1074418.375000 Penalty: 4506.442871
	Iteration 30Q: 3 clusters Score -1074418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1074421.000000 Penalty: 4506.442871
	Iteration 31Q: 3 clusters Score -1074421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1074417.750000 Penalty: 4506.442871
	Iteration 32Q: 3 clusters Score -1074418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1074419.750000 Penalty: 4506.442871
	Iteration 33Q: 3 clusters Score -1074420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1074422.625000 Penalty: 4506.442871
	Iteration 34Q: 3 clusters Score -1074423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1074421.000000 Penalty: 4506.442871
	Iteration 35Q: 3 clusters Score -1074421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1074422.000000 Penalty: 4506.442871
	Iteration 36Q: 3 clusters Score -1074422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1074419.750000 Penalty: 4506.442871
	Iteration 37Q: 3 clusters Score -1074420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1074419.875000 Penalty: 4506.442871
	Iteration 38Q: 3 clusters Score -1074420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1074421.250000 Penalty: 4506.442871
	Iteration 39Q: 3 clusters Score -1074421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1074420.000000 Penalty: 4506.442871
	Iteration 40F: 3 clusters Score -1074420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -136846.187500 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -136846.2 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 616 members 
Entering Unmasked Estep 
Score: -134789.078125 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -134789.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -135214.390625 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -135214.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -135408.656250 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -135408.7 nChanged 72
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: -135580.765625 Penalty: 3514.191895
	Iteration 3F: 3 clusters Score -135580.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -135773.671875 Penalty: 3514.191895
	Iteration 4F: 3 clusters Score -135773.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -135944.312500 Penalty: 3514.191895
	Iteration 5F: 3 clusters Score -135944.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -136084.500000 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -136084.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -136239.828125 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -136239.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -136342.218750 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -136342.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -136395.078125 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -136395.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -136470.593750 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -136470.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -136531.781250 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -136531.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -136562.671875 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -136562.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -136585.046875 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -136585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -136612.031250 Penalty: 3514.191895
	Iteration 14Q: 3 clusters Score -136612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -136625.421875 Penalty: 3514.191895
	Iteration 15Q: 3 clusters Score -136625.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -136633.093750 Penalty: 3514.191895
	Iteration 16Q: 3 clusters Score -136633.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -136639.781250 Penalty: 3514.191895
	Iteration 17Q: 3 clusters Score -136639.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -136640.187500 Penalty: 3514.191895
	Iteration 18Q: 3 clusters Score -136640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -136640.671875 Penalty: 3514.191895
	Iteration 19Q: 3 clusters Score -136640.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -136645.265625 Penalty: 3514.191895
	Iteration 20F: 3 clusters Score -136645.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -136650.437500 Penalty: 3514.191895
	Iteration 21Q: 3 clusters Score -136650.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -136655.375000 Penalty: 3514.191895
	Iteration 22Q: 3 clusters Score -136655.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -136662.343750 Penalty: 3514.191895
	Iteration 23Q: 3 clusters Score -136662.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -136669.703125 Penalty: 3514.191895
	Iteration 24Q: 3 clusters Score -136669.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -136679.625000 Penalty: 3514.191895
	Iteration 25Q: 3 clusters Score -136679.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -136692.531250 Penalty: 3514.191895
	Iteration 26Q: 3 clusters Score -136692.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -136707.250000 Penalty: 3514.191895
	Iteration 27Q: 3 clusters Score -136707.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -136716.437500 Penalty: 3514.191895
	Iteration 28Q: 3 clusters Score -136716.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -136732.078125 Penalty: 3514.191895
	Iteration 29Q: 3 clusters Score -136732.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -136748.421875 Penalty: 3514.191895
	Iteration 30Q: 3 clusters Score -136748.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -136770.468750 Penalty: 3514.191895
	Iteration 31Q: 3 clusters Score -136770.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -136789.906250 Penalty: 3514.191895
	Iteration 32Q: 3 clusters Score -136789.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -136803.484375 Penalty: 3514.191895
	Iteration 33Q: 3 clusters Score -136803.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -136815.218750 Penalty: 3514.191895
	Iteration 34Q: 3 clusters Score -136815.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -136820.703125 Penalty: 3514.191895
	Iteration 35Q: 3 clusters Score -136820.7 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: -136829.875000 Penalty: 3514.191895
	Iteration 36Q: 3 clusters Score -136829.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -136834.078125 Penalty: 3514.191895
	Iteration 37Q: 3 clusters Score -136834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -136835.312500 Penalty: 3514.191895
	Iteration 38Q: 3 clusters Score -136835.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -136838.015625 Penalty: 3514.191895
	Iteration 39Q: 3 clusters Score -136838 nChanged 1
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: -136838.218750 Penalty: 3514.191895
	Iteration 40F: 3 clusters Score -136838.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (146981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146981 members 
Entering Unmasked Estep 
Score: -18808178.000000 Penalty: 2950.718506
	Iteration 0F: 2 clusters Score -1.880818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 73341 members 
Entering Unmasked Estep 
Score: -18713476.000000 Penalty: 5901.437012
	Iteration 0F: 3 clusters Score -1.871348e+07 nChanged 70375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 71614 members 
Entering Unmasked Estep 
Score: -18754166.000000 Penalty: 5901.437012
	Iteration 1F: 3 clusters Score -1.875417e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -18755200.000000 Penalty: 5901.437012
	Iteration 2Q: 3 clusters Score -1.87552e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78748 members 
Mstep: Class 2 contains 68233 members 
Entering Unmasked Estep 
Score: -18756204.000000 Penalty: 5901.437012
	Iteration 3Q: 3 clusters Score -1.87562e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -18757470.000000 Penalty: 5901.437012
	Iteration 4Q: 3 clusters Score -1.875747e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -18759580.000000 Penalty: 5901.437012
	Iteration 5Q: 3 clusters Score -1.875958e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91940 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -18762820.000000 Penalty: 5901.437012
	Iteration 6Q: 3 clusters Score -1.876282e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100156 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -18768242.000000 Penalty: 5901.437012
	Iteration 7F: 3 clusters Score -1.876824e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109781 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -18775456.000000 Penalty: 5901.437012
	Iteration 8F: 3 clusters Score -1.877546e+07 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119475 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -18783532.000000 Penalty: 5901.437012
	Iteration 9F: 3 clusters Score -1.878353e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127283 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -18790584.000000 Penalty: 5901.437012
	Iteration 10F: 3 clusters Score -1.879058e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132685 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -18795546.000000 Penalty: 5901.437012
	Iteration 11Q: 3 clusters Score -1.879555e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136449 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -18798750.000000 Penalty: 5901.437012
	Iteration 12Q: 3 clusters Score -1.879875e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139178 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -18800962.000000 Penalty: 5901.437012
	Iteration 13Q: 3 clusters Score -1.880096e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141277 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -18802482.000000 Penalty: 5901.437012
	Iteration 14Q: 3 clusters Score -1.880248e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142793 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -18803500.000000 Penalty: 5901.437012
	Iteration 15Q: 3 clusters Score -1.88035e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143869 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -18804146.000000 Penalty: 5901.437012
	Iteration 16Q: 3 clusters Score -1.880415e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144613 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -18804604.000000 Penalty: 5901.437012
	Iteration 17Q: 3 clusters Score -1.88046e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145105 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -18804916.000000 Penalty: 5901.437012
	Iteration 18Q: 3 clusters Score -1.880492e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145454 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -18805150.000000 Penalty: 5901.437012
	Iteration 19Q: 3 clusters Score -1.880515e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145688 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -18805306.000000 Penalty: 5901.437012
	Iteration 20F: 3 clusters Score -1.880531e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145852 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -18805410.000000 Penalty: 5901.437012
	Iteration 21Q: 3 clusters Score -1.880541e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145945 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -18805480.000000 Penalty: 5901.437012
	Iteration 22Q: 3 clusters Score -1.880548e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146020 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -18805512.000000 Penalty: 5901.437012
	Iteration 23Q: 3 clusters Score -1.880551e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146076 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -18805542.000000 Penalty: 5901.437012
	Iteration 24Q: 3 clusters Score -1.880554e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146116 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -18805570.000000 Penalty: 5901.437012
	Iteration 25Q: 3 clusters Score -1.880557e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146143 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -18805572.000000 Penalty: 5901.437012
	Iteration 26Q: 3 clusters Score -1.880557e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146163 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -18805610.000000 Penalty: 5901.437012
	Iteration 27Q: 3 clusters Score -1.880561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146188 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -18805618.000000 Penalty: 5901.437012
	Iteration 28Q: 3 clusters Score -1.880562e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146213 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -18805648.000000 Penalty: 5901.437012
	Iteration 29Q: 3 clusters Score -1.880565e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146237 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -18805668.000000 Penalty: 5901.437012
	Iteration 30Q: 3 clusters Score -1.880567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146252 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -18805668.000000 Penalty: 5901.437012
	Iteration 31Q: 3 clusters Score -1.880567e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146264 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -18805676.000000 Penalty: 5901.437012
	Iteration 32Q: 3 clusters Score -1.880568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146272 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -18805704.000000 Penalty: 5901.437012
	Iteration 33Q: 3 clusters Score -1.88057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146276 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -18805690.000000 Penalty: 5901.437012
	Iteration 34Q: 3 clusters Score -1.880569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146278 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -18805700.000000 Penalty: 5901.437012
	Iteration 35Q: 3 clusters Score -1.88057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146281 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -18805690.000000 Penalty: 5901.437012
	Iteration 36Q: 3 clusters Score -1.880569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146288 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -18805690.000000 Penalty: 5901.437012
	Iteration 37Q: 3 clusters Score -1.880569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146295 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -18805676.000000 Penalty: 5901.437012
	Iteration 38Q: 3 clusters Score -1.880568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146296 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -18805686.000000 Penalty: 5901.437012
	Iteration 39Q: 3 clusters Score -1.880569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146300 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -18805690.000000 Penalty: 5901.437012
	Iteration 40F: 3 clusters Score -1.880569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146304 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -18805678.000000 Penalty: 5901.437012
	Iteration 41Q: 3 clusters Score -1.880568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146308 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -18805676.000000 Penalty: 5901.437012
	Iteration 42Q: 3 clusters Score -1.880568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146315 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -18805680.000000 Penalty: 5901.437012
	Iteration 43Q: 3 clusters Score -1.880568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146321 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -18805696.000000 Penalty: 5901.437012
	Iteration 44Q: 3 clusters Score -1.88057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146328 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -18805712.000000 Penalty: 5901.437012
	Iteration 45Q: 3 clusters Score -1.880571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146334 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -18805724.000000 Penalty: 5901.437012
	Iteration 46Q: 3 clusters Score -1.880572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146337 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -18805726.000000 Penalty: 5901.437012
	Iteration 47Q: 3 clusters Score -1.880573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146343 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -18805722.000000 Penalty: 5901.437012
	Iteration 48Q: 3 clusters Score -1.880572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146350 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -18805730.000000 Penalty: 5901.437012
	Iteration 49Q: 3 clusters Score -1.880573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146352 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -18805730.000000 Penalty: 5901.437012
	Iteration 50Q: 3 clusters Score -1.880573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146354 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -18805724.000000 Penalty: 5901.437012
	Iteration 51Q: 3 clusters Score -1.880572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146357 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -18805720.000000 Penalty: 5901.437012
	Iteration 52Q: 3 clusters Score -1.880572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146356 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -18805734.000000 Penalty: 5901.437012
	Iteration 53Q: 3 clusters Score -1.880573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146357 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -18805736.000000 Penalty: 5901.437012
	Iteration 54Q: 3 clusters Score -1.880574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146358 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -18805726.000000 Penalty: 5901.437012
	Iteration 55Q: 3 clusters Score -1.880573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146358 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -18805726.000000 Penalty: 5901.437012
	Iteration 56F: 3 clusters Score -1.880573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60168 members 
Entering Unmasked Estep 
Score: -7419129.500000 Penalty: 2729.214355
	Iteration 0F: 2 clusters Score -7419130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -7378455.500000 Penalty: 5458.428711
	Iteration 0F: 3 clusters Score -7378456 nChanged 28051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -7394274.500000 Penalty: 5458.428711
	Iteration 1F: 3 clusters Score -7394274 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -7394946.500000 Penalty: 5458.428711
	Iteration 2Q: 3 clusters Score -7394946 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -7395734.500000 Penalty: 5458.428711
	Iteration 3Q: 3 clusters Score -7395734 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -7396924.000000 Penalty: 5458.428711
	Iteration 4Q: 3 clusters Score -7396924 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -7398829.500000 Penalty: 5458.428711
	Iteration 5F: 3 clusters Score -7398830 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -7401851.500000 Penalty: 5458.428711
	Iteration 6F: 3 clusters Score -7401852 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -7405933.500000 Penalty: 5458.428711
	Iteration 7F: 3 clusters Score -7405934 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -7410100.000000 Penalty: 5458.428711
	Iteration 8F: 3 clusters Score -7410100 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -7413418.500000 Penalty: 5458.428711
	Iteration 9F: 3 clusters Score -7413418 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -7415339.500000 Penalty: 5458.428711
	Iteration 10Q: 3 clusters Score -7415340 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -7416183.500000 Penalty: 5458.428711
	Iteration 11Q: 3 clusters Score -7416184 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -7416529.500000 Penalty: 5458.428711
	Iteration 12Q: 3 clusters Score -7416530 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -7416708.500000 Penalty: 5458.428711
	Iteration 13Q: 3 clusters Score -7416708 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -7416779.000000 Penalty: 5458.428711
	Iteration 14Q: 3 clusters Score -7416779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -7416821.000000 Penalty: 5458.428711
	Iteration 15Q: 3 clusters Score -7416821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -7416849.500000 Penalty: 5458.428711
	Iteration 16Q: 3 clusters Score -7416850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -7416847.500000 Penalty: 5458.428711
	Iteration 17Q: 3 clusters Score -7416848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -7416858.500000 Penalty: 5458.428711
	Iteration 18Q: 3 clusters Score -7416858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -7416869.500000 Penalty: 5458.428711
	Iteration 19Q: 3 clusters Score -7416870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -7416866.500000 Penalty: 5458.428711
	Iteration 20F: 3 clusters Score -7416866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -7416868.500000 Penalty: 5458.428711
	Iteration 21Q: 3 clusters Score -7416868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -7416868.500000 Penalty: 5458.428711
	Iteration 22F: 3 clusters Score -7416868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Entering Unmasked Estep 
Score: -521816.593750 Penalty: 2067.365479
	Iteration 0F: 2 clusters Score -521816.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -517856.437500 Penalty: 4134.730957
	Iteration 0F: 3 clusters Score -517856.4 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -518691.312500 Penalty: 4134.730957
	Iteration 1F: 3 clusters Score -518691.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -518881.187500 Penalty: 4134.730957
	Iteration 2F: 3 clusters Score -518881.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -518997.562500 Penalty: 4134.730957
	Iteration 3Q: 3 clusters Score -518997.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -519057.125000 Penalty: 4134.730957
	Iteration 4Q: 3 clusters Score -519057.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -519094.625000 Penalty: 4134.730957
	Iteration 5Q: 3 clusters Score -519094.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -519129.375000 Penalty: 4134.730957
	Iteration 6Q: 3 clusters Score -519129.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -519156.343750 Penalty: 4134.730957
	Iteration 7Q: 3 clusters Score -519156.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -519187.031250 Penalty: 4134.730957
	Iteration 8Q: 3 clusters Score -519187 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -519230.781250 Penalty: 4134.730957
	Iteration 9Q: 3 clusters Score -519230.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -519270.406250 Penalty: 4134.730957
	Iteration 10Q: 3 clusters Score -519270.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -519299.156250 Penalty: 4134.730957
	Iteration 11Q: 3 clusters Score -519299.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -519322.406250 Penalty: 4134.730957
	Iteration 12Q: 3 clusters Score -519322.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -519341.875000 Penalty: 4134.730957
	Iteration 13Q: 3 clusters Score -519341.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -519361.593750 Penalty: 4134.730957
	Iteration 14Q: 3 clusters Score -519361.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -519379.718750 Penalty: 4134.730957
	Iteration 15Q: 3 clusters Score -519379.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -519395.281250 Penalty: 4134.730957
	Iteration 16Q: 3 clusters Score -519395.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -519407.031250 Penalty: 4134.730957
	Iteration 17Q: 3 clusters Score -519407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -519418.218750 Penalty: 4134.730957
	Iteration 18Q: 3 clusters Score -519418.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -519428.343750 Penalty: 4134.730957
	Iteration 19Q: 3 clusters Score -519428.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -519440.562500 Penalty: 4134.730957
	Iteration 20F: 3 clusters Score -519440.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -519450.406250 Penalty: 4134.730957
	Iteration 21Q: 3 clusters Score -519450.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -519461.343750 Penalty: 4134.730957
	Iteration 22Q: 3 clusters Score -519461.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -519469.625000 Penalty: 4134.730957
	Iteration 23Q: 3 clusters Score -519469.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -519475.500000 Penalty: 4134.730957
	Iteration 24Q: 3 clusters Score -519475.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -519479.375000 Penalty: 4134.730957
	Iteration 25Q: 3 clusters Score -519479.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -519485.875000 Penalty: 4134.730957
	Iteration 26Q: 3 clusters Score -519485.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -519489.718750 Penalty: 4134.730957
	Iteration 27Q: 3 clusters Score -519489.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -519492.906250 Penalty: 4134.730957
	Iteration 28Q: 3 clusters Score -519492.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -519495.656250 Penalty: 4134.730957
	Iteration 29Q: 3 clusters Score -519495.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -519497.187500 Penalty: 4134.730957
	Iteration 30Q: 3 clusters Score -519497.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -519500.062500 Penalty: 4134.730957
	Iteration 31Q: 3 clusters Score -519500.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -519503.812500 Penalty: 4134.730957
	Iteration 32Q: 3 clusters Score -519503.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -519504.437500 Penalty: 4134.730957
	Iteration 33Q: 3 clusters Score -519504.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -519507.781250 Penalty: 4134.730957
	Iteration 34Q: 3 clusters Score -519507.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -519511.562500 Penalty: 4134.730957
	Iteration 35Q: 3 clusters Score -519511.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -519514.187500 Penalty: 4134.730957
	Iteration 36Q: 3 clusters Score -519514.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -519516.843750 Penalty: 4134.730957
	Iteration 37Q: 3 clusters Score -519516.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -519520.031250 Penalty: 4134.730957
	Iteration 38Q: 3 clusters Score -519520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -519521.125000 Penalty: 4134.730957
	Iteration 39Q: 3 clusters Score -519521.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -519521.968750 Penalty: 4134.730957
	Iteration 40F: 3 clusters Score -519522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -519522.406250 Penalty: 4134.730957
	Iteration 41Q: 3 clusters Score -519522.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -519522.406250 Penalty: 4134.730957
	Iteration 42F: 3 clusters Score -519522.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Entering Unmasked Estep 
Score: -4478813.000000 Penalty: 2596.382324
	Iteration 0F: 2 clusters Score -4478813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -4454831.500000 Penalty: 5192.764648
	Iteration 0F: 3 clusters Score -4454832 nChanged 16019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -4463257.500000 Penalty: 5192.764648
	Iteration 1F: 3 clusters Score -4463258 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4463646.500000 Penalty: 5192.764648
	Iteration 2Q: 3 clusters Score -4463646 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -4464003.500000 Penalty: 5192.764648
	Iteration 3Q: 3 clusters Score -4464004 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -4464276.000000 Penalty: 5192.764648
	Iteration 4Q: 3 clusters Score -4464276 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -4464541.000000 Penalty: 5192.764648
	Iteration 5Q: 3 clusters Score -4464541 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -4464772.000000 Penalty: 5192.764648
	Iteration 6Q: 3 clusters Score -4464772 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -4464968.000000 Penalty: 5192.764648
	Iteration 7Q: 3 clusters Score -4464968 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -4465177.500000 Penalty: 5192.764648
	Iteration 8Q: 3 clusters Score -4465178 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -4465387.500000 Penalty: 5192.764648
	Iteration 9Q: 3 clusters Score -4465388 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -4465623.500000 Penalty: 5192.764648
	Iteration 10Q: 3 clusters Score -4465624 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -4465883.000000 Penalty: 5192.764648
	Iteration 11Q: 3 clusters Score -4465883 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -4466216.500000 Penalty: 5192.764648
	Iteration 12Q: 3 clusters Score -4466216 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -4466626.000000 Penalty: 5192.764648
	Iteration 13Q: 3 clusters Score -4466626 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -4467285.500000 Penalty: 5192.764648
	Iteration 14Q: 3 clusters Score -4467286 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -4468314.000000 Penalty: 5192.764648
	Iteration 15Q: 3 clusters Score -4468314 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -4469644.500000 Penalty: 5192.764648
	Iteration 16F: 3 clusters Score -4469644 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -4471319.000000 Penalty: 5192.764648
	Iteration 17F: 3 clusters Score -4471319 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -4473034.000000 Penalty: 5192.764648
	Iteration 18F: 3 clusters Score -4473034 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4474298.500000 Penalty: 5192.764648
	Iteration 19Q: 3 clusters Score -4474298 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4475161.500000 Penalty: 5192.764648
	Iteration 20F: 3 clusters Score -4475162 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4475733.500000 Penalty: 5192.764648
	Iteration 21Q: 3 clusters Score -4475734 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4476058.500000 Penalty: 5192.764648
	Iteration 22Q: 3 clusters Score -4476058 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4476255.000000 Penalty: 5192.764648
	Iteration 23Q: 3 clusters Score -4476255 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4476364.000000 Penalty: 5192.764648
	Iteration 24Q: 3 clusters Score -4476364 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4476426.500000 Penalty: 5192.764648
	Iteration 25Q: 3 clusters Score -4476426 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4476468.500000 Penalty: 5192.764648
	Iteration 26Q: 3 clusters Score -4476468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4476506.500000 Penalty: 5192.764648
	Iteration 27Q: 3 clusters Score -4476506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4476531.500000 Penalty: 5192.764648
	Iteration 28Q: 3 clusters Score -4476532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4476555.500000 Penalty: 5192.764648
	Iteration 29Q: 3 clusters Score -4476556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4476566.500000 Penalty: 5192.764648
	Iteration 30Q: 3 clusters Score -4476566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4476577.000000 Penalty: 5192.764648
	Iteration 31Q: 3 clusters Score -4476577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4476578.000000 Penalty: 5192.764648
	Iteration 32Q: 3 clusters Score -4476578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4476586.500000 Penalty: 5192.764648
	Iteration 33Q: 3 clusters Score -4476586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4476589.000000 Penalty: 5192.764648
	Iteration 34Q: 3 clusters Score -4476589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4476590.500000 Penalty: 5192.764648
	Iteration 35Q: 3 clusters Score -4476590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4476590.500000 Penalty: 5192.764648
	Iteration 36F: 3 clusters Score -4476590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (157567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157567 members 
Entering Unmasked Estep 
Score: -19988806.000000 Penalty: 2967.966309
	Iteration 0F: 2 clusters Score -1.998881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 78642 members 
Entering Unmasked Estep 
Score: -19886020.000000 Penalty: 5935.932617
	Iteration 0F: 3 clusters Score -1.988602e+07 nChanged 75345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 75623 members 
Entering Unmasked Estep 
Score: -19930030.000000 Penalty: 5935.932617
	Iteration 1F: 3 clusters Score -1.993003e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84164 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -19931396.000000 Penalty: 5935.932617
	Iteration 2Q: 3 clusters Score -1.99314e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87591 members 
Mstep: Class 2 contains 69976 members 
Entering Unmasked Estep 
Score: -19933398.000000 Penalty: 5935.932617
	Iteration 3Q: 3 clusters Score -1.99334e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92527 members 
Mstep: Class 2 contains 65040 members 
Entering Unmasked Estep 
Score: -19936512.000000 Penalty: 5935.932617
	Iteration 4Q: 3 clusters Score -1.993651e+07 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99267 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -19940994.000000 Penalty: 5935.932617
	Iteration 5F: 3 clusters Score -1.994099e+07 nChanged 10271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107816 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -19947648.000000 Penalty: 5935.932617
	Iteration 6F: 3 clusters Score -1.994765e+07 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117489 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -19956084.000000 Penalty: 5935.932617
	Iteration 7F: 3 clusters Score -1.995608e+07 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126926 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -19965172.000000 Penalty: 5935.932617
	Iteration 8F: 3 clusters Score -1.996517e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134416 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -19973144.000000 Penalty: 5935.932617
	Iteration 9F: 3 clusters Score -1.997314e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139322 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -19978382.000000 Penalty: 5935.932617
	Iteration 10Q: 3 clusters Score -1.997838e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142358 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -19981428.000000 Penalty: 5935.932617
	Iteration 11Q: 3 clusters Score -1.998143e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144367 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -19983118.000000 Penalty: 5935.932617
	Iteration 12Q: 3 clusters Score -1.998312e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145905 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -19984172.000000 Penalty: 5935.932617
	Iteration 13Q: 3 clusters Score -1.998417e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147167 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -19984794.000000 Penalty: 5935.932617
	Iteration 14Q: 3 clusters Score -1.998479e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148252 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -19985234.000000 Penalty: 5935.932617
	Iteration 15Q: 3 clusters Score -1.998523e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149186 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -19985558.000000 Penalty: 5935.932617
	Iteration 16Q: 3 clusters Score -1.998556e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149999 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -19985800.000000 Penalty: 5935.932617
	Iteration 17Q: 3 clusters Score -1.99858e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150663 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -19986080.000000 Penalty: 5935.932617
	Iteration 18Q: 3 clusters Score -1.998608e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151230 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -19986170.000000 Penalty: 5935.932617
	Iteration 19Q: 3 clusters Score -1.998617e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151738 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -19986316.000000 Penalty: 5935.932617
	Iteration 20F: 3 clusters Score -1.998632e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152131 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -19986390.000000 Penalty: 5935.932617
	Iteration 21Q: 3 clusters Score -1.998639e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152504 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -19986482.000000 Penalty: 5935.932617
	Iteration 22Q: 3 clusters Score -1.998648e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152812 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -19986518.000000 Penalty: 5935.932617
	Iteration 23Q: 3 clusters Score -1.998652e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153057 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -19986582.000000 Penalty: 5935.932617
	Iteration 24Q: 3 clusters Score -1.998658e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153296 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -19986586.000000 Penalty: 5935.932617
	Iteration 25Q: 3 clusters Score -1.998659e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153493 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -19986598.000000 Penalty: 5935.932617
	Iteration 26Q: 3 clusters Score -1.99866e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153663 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -19986646.000000 Penalty: 5935.932617
	Iteration 27Q: 3 clusters Score -1.998665e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153844 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -19986662.000000 Penalty: 5935.932617
	Iteration 28Q: 3 clusters Score -1.998666e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154022 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -19986726.000000 Penalty: 5935.932617
	Iteration 29Q: 3 clusters Score -1.998673e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154172 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -19986754.000000 Penalty: 5935.932617
	Iteration 30Q: 3 clusters Score -1.998675e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154302 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -19986800.000000 Penalty: 5935.932617
	Iteration 31Q: 3 clusters Score -1.99868e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154420 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -19986812.000000 Penalty: 5935.932617
	Iteration 32Q: 3 clusters Score -1.998681e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154511 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -19986794.000000 Penalty: 5935.932617
	Iteration 33Q: 3 clusters Score -1.998679e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154597 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -19986822.000000 Penalty: 5935.932617
	Iteration 34Q: 3 clusters Score -1.998682e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154676 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -19986792.000000 Penalty: 5935.932617
	Iteration 35Q: 3 clusters Score -1.998679e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154738 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -19986832.000000 Penalty: 5935.932617
	Iteration 36Q: 3 clusters Score -1.998683e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154795 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -19986806.000000 Penalty: 5935.932617
	Iteration 37Q: 3 clusters Score -1.998681e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154837 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -19986790.000000 Penalty: 5935.932617
	Iteration 38Q: 3 clusters Score -1.998679e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -19986784.000000 Penalty: 5935.932617
	Iteration 39Q: 3 clusters Score -1.998678e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154892 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -19986780.000000 Penalty: 5935.932617
	Iteration 40F: 3 clusters Score -1.998678e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154919 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -19986784.000000 Penalty: 5935.932617
	Iteration 41Q: 3 clusters Score -1.998678e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154953 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -19986788.000000 Penalty: 5935.932617
	Iteration 42Q: 3 clusters Score -1.998679e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154986 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -19986784.000000 Penalty: 5935.932617
	Iteration 43Q: 3 clusters Score -1.998678e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155015 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -19986754.000000 Penalty: 5935.932617
	Iteration 44Q: 3 clusters Score -1.998675e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155058 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -19986760.000000 Penalty: 5935.932617
	Iteration 45Q: 3 clusters Score -1.998676e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155095 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -19986768.000000 Penalty: 5935.932617
	Iteration 46Q: 3 clusters Score -1.998677e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155133 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -19986792.000000 Penalty: 5935.932617
	Iteration 47Q: 3 clusters Score -1.998679e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155163 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -19986794.000000 Penalty: 5935.932617
	Iteration 48Q: 3 clusters Score -1.998679e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155189 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -19986776.000000 Penalty: 5935.932617
	Iteration 49Q: 3 clusters Score -1.998678e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155221 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -19986762.000000 Penalty: 5935.932617
	Iteration 50Q: 3 clusters Score -1.998676e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155255 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -19986796.000000 Penalty: 5935.932617
	Iteration 51Q: 3 clusters Score -1.99868e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155290 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -19986796.000000 Penalty: 5935.932617
	Iteration 52Q: 3 clusters Score -1.99868e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155323 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -19986802.000000 Penalty: 5935.932617
	Iteration 53Q: 3 clusters Score -1.99868e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -19986808.000000 Penalty: 5935.932617
	Iteration 54Q: 3 clusters Score -1.998681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155365 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -19986804.000000 Penalty: 5935.932617
	Iteration 55Q: 3 clusters Score -1.99868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155381 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -19986790.000000 Penalty: 5935.932617
	Iteration 56Q: 3 clusters Score -1.998679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155387 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -19986792.000000 Penalty: 5935.932617
	Iteration 57Q: 3 clusters Score -1.998679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155396 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -19986798.000000 Penalty: 5935.932617
	Iteration 58Q: 3 clusters Score -1.99868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155405 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -19986812.000000 Penalty: 5935.932617
	Iteration 59Q: 3 clusters Score -1.998681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155413 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -19986806.000000 Penalty: 5935.932617
	Iteration 60F: 3 clusters Score -1.998681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155416 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -19986820.000000 Penalty: 5935.932617
	Iteration 61Q: 3 clusters Score -1.998682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155420 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -19986820.000000 Penalty: 5935.932617
	Iteration 62Q: 3 clusters Score -1.998682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155424 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -19986816.000000 Penalty: 5935.932617
	Iteration 63Q: 3 clusters Score -1.998682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155429 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -19986834.000000 Penalty: 5935.932617
	Iteration 64Q: 3 clusters Score -1.998683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155439 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -19986838.000000 Penalty: 5935.932617
	Iteration 65Q: 3 clusters Score -1.998684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155443 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -19986834.000000 Penalty: 5935.932617
	Iteration 66Q: 3 clusters Score -1.998683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155449 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -19986836.000000 Penalty: 5935.932617
	Iteration 67Q: 3 clusters Score -1.998684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155457 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -19986820.000000 Penalty: 5935.932617
	Iteration 68Q: 3 clusters Score -1.998682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -19986826.000000 Penalty: 5935.932617
	Iteration 69Q: 3 clusters Score -1.998683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -19986814.000000 Penalty: 5935.932617
	Iteration 70Q: 3 clusters Score -1.998681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155459 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -19986822.000000 Penalty: 5935.932617
	Iteration 71Q: 3 clusters Score -1.998682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155457 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -19986810.000000 Penalty: 5935.932617
	Iteration 72Q: 3 clusters Score -1.998681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155458 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -19986810.000000 Penalty: 5935.932617
	Iteration 73Q: 3 clusters Score -1.998681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155459 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -19986794.000000 Penalty: 5935.932617
	Iteration 74Q: 3 clusters Score -1.998679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155462 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -19986820.000000 Penalty: 5935.932617
	Iteration 75Q: 3 clusters Score -1.998682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155462 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -19986820.000000 Penalty: 5935.932617
	Iteration 76Q: 3 clusters Score -1.998682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155463 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -19986816.000000 Penalty: 5935.932617
	Iteration 77Q: 3 clusters Score -1.998682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155463 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -19986816.000000 Penalty: 5935.932617
	Iteration 78F: 3 clusters Score -1.998682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -36731.542969 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -36731.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35386.136719 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -35386.14 nChanged 44
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: -35525.480469 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -35525.48 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: -35592.437500 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -35592.44 nChanged 5
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: -35610.726562 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -35610.73 nChanged 2
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: -35616.523438 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -35616.52 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: -35616.523438 Penalty: 2913.965820
	Iteration 5F: 3 clusters Score -35616.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (145739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145739 members 
Entering Unmasked Estep 
Score: -18786426.000000 Penalty: 2948.614014
	Iteration 0F: 2 clusters Score -1.878643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72956 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -18692216.000000 Penalty: 5897.228027
	Iteration 0F: 3 clusters Score -1.869222e+07 nChanged 69955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 72294 members 
Entering Unmasked Estep 
Score: -18732966.000000 Penalty: 5897.228027
	Iteration 1F: 3 clusters Score -1.873297e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
Score: -18733536.000000 Penalty: 5897.228027
	Iteration 2Q: 3 clusters Score -1.873354e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -18734312.000000 Penalty: 5897.228027
	Iteration 3Q: 3 clusters Score -1.873431e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75089 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -18735210.000000 Penalty: 5897.228027
	Iteration 4Q: 3 clusters Score -1.873521e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76241 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -18736230.000000 Penalty: 5897.228027
	Iteration 5Q: 3 clusters Score -1.873623e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -18737566.000000 Penalty: 5897.228027
	Iteration 6Q: 3 clusters Score -1.873757e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80263 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -18739476.000000 Penalty: 5897.228027
	Iteration 7Q: 3 clusters Score -1.873948e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83314 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -18742312.000000 Penalty: 5897.228027
	Iteration 8Q: 3 clusters Score -1.874231e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86949 members 
Mstep: Class 2 contains 58790 members 
Entering Unmasked Estep 
Score: -18746536.000000 Penalty: 5897.228027
	Iteration 9Q: 3 clusters Score -1.874654e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90535 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -18751814.000000 Penalty: 5897.228027
	Iteration 10F: 3 clusters Score -1.875181e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -18758246.000000 Penalty: 5897.228027
	Iteration 11F: 3 clusters Score -1.875825e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -18763920.000000 Penalty: 5897.228027
	Iteration 12F: 3 clusters Score -1.876392e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -18767568.000000 Penalty: 5897.228027
	Iteration 13Q: 3 clusters Score -1.876757e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97175 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -18769010.000000 Penalty: 5897.228027
	Iteration 14Q: 3 clusters Score -1.876901e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97612 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -18769598.000000 Penalty: 5897.228027
	Iteration 15Q: 3 clusters Score -1.87696e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98026 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -18769862.000000 Penalty: 5897.228027
	Iteration 16Q: 3 clusters Score -1.876986e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98416 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -18769990.000000 Penalty: 5897.228027
	Iteration 17Q: 3 clusters Score -1.876999e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98809 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -18770082.000000 Penalty: 5897.228027
	Iteration 18Q: 3 clusters Score -1.877008e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99214 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -18770280.000000 Penalty: 5897.228027
	Iteration 19Q: 3 clusters Score -1.877028e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -18770372.000000 Penalty: 5897.228027
	Iteration 20F: 3 clusters Score -1.877037e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99959 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -18770490.000000 Penalty: 5897.228027
	Iteration 21Q: 3 clusters Score -1.877049e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100314 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -18770584.000000 Penalty: 5897.228027
	Iteration 22Q: 3 clusters Score -1.877058e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -18770570.000000 Penalty: 5897.228027
	Iteration 23Q: 3 clusters Score -1.877057e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101149 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -18770652.000000 Penalty: 5897.228027
	Iteration 24Q: 3 clusters Score -1.877065e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101558 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -18770750.000000 Penalty: 5897.228027
	Iteration 25Q: 3 clusters Score -1.877075e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102002 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -18770916.000000 Penalty: 5897.228027
	Iteration 26Q: 3 clusters Score -1.877092e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102482 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -18771018.000000 Penalty: 5897.228027
	Iteration 27Q: 3 clusters Score -1.877102e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102975 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -18771112.000000 Penalty: 5897.228027
	Iteration 28Q: 3 clusters Score -1.877111e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -18771174.000000 Penalty: 5897.228027
	Iteration 29Q: 3 clusters Score -1.877117e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103941 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -18771222.000000 Penalty: 5897.228027
	Iteration 30Q: 3 clusters Score -1.877122e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104433 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -18771262.000000 Penalty: 5897.228027
	Iteration 31Q: 3 clusters Score -1.877126e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104949 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -18771320.000000 Penalty: 5897.228027
	Iteration 32Q: 3 clusters Score -1.877132e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105439 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -18771392.000000 Penalty: 5897.228027
	Iteration 33Q: 3 clusters Score -1.877139e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105960 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -18771466.000000 Penalty: 5897.228027
	Iteration 34Q: 3 clusters Score -1.877147e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106478 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -18771532.000000 Penalty: 5897.228027
	Iteration 35Q: 3 clusters Score -1.877153e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107000 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -18771596.000000 Penalty: 5897.228027
	Iteration 36Q: 3 clusters Score -1.87716e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107507 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -18771660.000000 Penalty: 5897.228027
	Iteration 37Q: 3 clusters Score -1.877166e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108041 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -18771730.000000 Penalty: 5897.228027
	Iteration 38Q: 3 clusters Score -1.877173e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108591 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -18771762.000000 Penalty: 5897.228027
	Iteration 39Q: 3 clusters Score -1.877176e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109169 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -18771824.000000 Penalty: 5897.228027
	Iteration 40F: 3 clusters Score -1.877182e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109759 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -18771964.000000 Penalty: 5897.228027
	Iteration 41Q: 3 clusters Score -1.877196e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110381 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -18772176.000000 Penalty: 5897.228027
	Iteration 42Q: 3 clusters Score -1.877218e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110963 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -18772330.000000 Penalty: 5897.228027
	Iteration 43Q: 3 clusters Score -1.877233e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111555 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -18772382.000000 Penalty: 5897.228027
	Iteration 44Q: 3 clusters Score -1.877238e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112218 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -18772546.000000 Penalty: 5897.228027
	Iteration 45Q: 3 clusters Score -1.877255e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112907 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -18772624.000000 Penalty: 5897.228027
	Iteration 46Q: 3 clusters Score -1.877262e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113614 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -18772788.000000 Penalty: 5897.228027
	Iteration 47Q: 3 clusters Score -1.877279e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114409 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -18772802.000000 Penalty: 5897.228027
	Iteration 48Q: 3 clusters Score -1.87728e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115219 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -18773016.000000 Penalty: 5897.228027
	Iteration 49Q: 3 clusters Score -1.877302e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116027 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -18773212.000000 Penalty: 5897.228027
	Iteration 50Q: 3 clusters Score -1.877321e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116872 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -18773306.000000 Penalty: 5897.228027
	Iteration 51Q: 3 clusters Score -1.877331e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117774 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -18773492.000000 Penalty: 5897.228027
	Iteration 52Q: 3 clusters Score -1.877349e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118717 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -18773680.000000 Penalty: 5897.228027
	Iteration 53Q: 3 clusters Score -1.877368e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119715 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -18773932.000000 Penalty: 5897.228027
	Iteration 54Q: 3 clusters Score -1.877393e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120699 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -18774164.000000 Penalty: 5897.228027
	Iteration 55Q: 3 clusters Score -1.877416e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121687 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -18774408.000000 Penalty: 5897.228027
	Iteration 56Q: 3 clusters Score -1.877441e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122731 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -18774682.000000 Penalty: 5897.228027
	Iteration 57Q: 3 clusters Score -1.877468e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123824 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -18774980.000000 Penalty: 5897.228027
	Iteration 58Q: 3 clusters Score -1.877498e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124972 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -18775416.000000 Penalty: 5897.228027
	Iteration 59Q: 3 clusters Score -1.877542e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126134 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -18775756.000000 Penalty: 5897.228027
	Iteration 60F: 3 clusters Score -1.877576e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127327 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -18776188.000000 Penalty: 5897.228027
	Iteration 61Q: 3 clusters Score -1.877619e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128521 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -18776662.000000 Penalty: 5897.228027
	Iteration 62Q: 3 clusters Score -1.877666e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129742 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -18777162.000000 Penalty: 5897.228027
	Iteration 63Q: 3 clusters Score -1.877716e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130932 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -18777716.000000 Penalty: 5897.228027
	Iteration 64Q: 3 clusters Score -1.877772e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132042 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -18778230.000000 Penalty: 5897.228027
	Iteration 65Q: 3 clusters Score -1.877823e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133198 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -18778752.000000 Penalty: 5897.228027
	Iteration 66Q: 3 clusters Score -1.877875e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134320 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -18779128.000000 Penalty: 5897.228027
	Iteration 67Q: 3 clusters Score -1.877913e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135372 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -18779590.000000 Penalty: 5897.228027
	Iteration 68Q: 3 clusters Score -1.877959e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136330 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -18780092.000000 Penalty: 5897.228027
	Iteration 69Q: 3 clusters Score -1.878009e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137266 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -18780570.000000 Penalty: 5897.228027
	Iteration 70Q: 3 clusters Score -1.878057e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138187 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -18781078.000000 Penalty: 5897.228027
	Iteration 71Q: 3 clusters Score -1.878108e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139065 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -18781486.000000 Penalty: 5897.228027
	Iteration 72Q: 3 clusters Score -1.878149e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139844 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -18781908.000000 Penalty: 5897.228027
	Iteration 73Q: 3 clusters Score -1.878191e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140554 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -18782218.000000 Penalty: 5897.228027
	Iteration 74Q: 3 clusters Score -1.878222e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141180 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -18782436.000000 Penalty: 5897.228027
	Iteration 75Q: 3 clusters Score -1.878244e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141709 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -18782664.000000 Penalty: 5897.228027
	Iteration 76Q: 3 clusters Score -1.878266e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142191 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -18782920.000000 Penalty: 5897.228027
	Iteration 77Q: 3 clusters Score -1.878292e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142577 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -18783072.000000 Penalty: 5897.228027
	Iteration 78Q: 3 clusters Score -1.878307e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142902 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -18783216.000000 Penalty: 5897.228027
	Iteration 79Q: 3 clusters Score -1.878322e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143182 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -18783346.000000 Penalty: 5897.228027
	Iteration 80F: 3 clusters Score -1.878335e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143440 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -18783380.000000 Penalty: 5897.228027
	Iteration 81Q: 3 clusters Score -1.878338e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143641 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -18783428.000000 Penalty: 5897.228027
	Iteration 82Q: 3 clusters Score -1.878343e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143812 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -18783568.000000 Penalty: 5897.228027
	Iteration 83Q: 3 clusters Score -1.878357e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143936 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -18783590.000000 Penalty: 5897.228027
	Iteration 84Q: 3 clusters Score -1.878359e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144041 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -18783618.000000 Penalty: 5897.228027
	Iteration 85Q: 3 clusters Score -1.878362e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144141 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -18783668.000000 Penalty: 5897.228027
	Iteration 86Q: 3 clusters Score -1.878367e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144220 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -18783736.000000 Penalty: 5897.228027
	Iteration 87Q: 3 clusters Score -1.878374e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144279 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -18783758.000000 Penalty: 5897.228027
	Iteration 88Q: 3 clusters Score -1.878376e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144330 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -18783778.000000 Penalty: 5897.228027
	Iteration 89Q: 3 clusters Score -1.878378e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144383 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -18783788.000000 Penalty: 5897.228027
	Iteration 90Q: 3 clusters Score -1.878379e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144416 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -18783820.000000 Penalty: 5897.228027
	Iteration 91Q: 3 clusters Score -1.878382e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144448 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -18783830.000000 Penalty: 5897.228027
	Iteration 92Q: 3 clusters Score -1.878383e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144468 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -18783834.000000 Penalty: 5897.228027
	Iteration 93Q: 3 clusters Score -1.878383e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144489 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -18783858.000000 Penalty: 5897.228027
	Iteration 94Q: 3 clusters Score -1.878386e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144508 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -18783860.000000 Penalty: 5897.228027
	Iteration 95Q: 3 clusters Score -1.878386e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144529 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -18783884.000000 Penalty: 5897.228027
	Iteration 96Q: 3 clusters Score -1.878388e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144546 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -18783904.000000 Penalty: 5897.228027
	Iteration 97Q: 3 clusters Score -1.87839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144563 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -18783906.000000 Penalty: 5897.228027
	Iteration 98Q: 3 clusters Score -1.878391e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144578 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -18783920.000000 Penalty: 5897.228027
	Iteration 99Q: 3 clusters Score -1.878392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144588 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -18783914.000000 Penalty: 5897.228027
	Iteration 100F: 3 clusters Score -1.878391e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144602 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -18783952.000000 Penalty: 5897.228027
	Iteration 101Q: 3 clusters Score -1.878395e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144620 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -18783956.000000 Penalty: 5897.228027
	Iteration 102Q: 3 clusters Score -1.878396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144632 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -18783954.000000 Penalty: 5897.228027
	Iteration 103Q: 3 clusters Score -1.878395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144642 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -18783956.000000 Penalty: 5897.228027
	Iteration 104Q: 3 clusters Score -1.878396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144653 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -18783952.000000 Penalty: 5897.228027
	Iteration 105Q: 3 clusters Score -1.878395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144665 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -18783958.000000 Penalty: 5897.228027
	Iteration 106Q: 3 clusters Score -1.878396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144674 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -18783950.000000 Penalty: 5897.228027
	Iteration 107Q: 3 clusters Score -1.878395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144682 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -18783954.000000 Penalty: 5897.228027
	Iteration 108Q: 3 clusters Score -1.878395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144692 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -18783952.000000 Penalty: 5897.228027
	Iteration 109Q: 3 clusters Score -1.878395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144699 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -18783956.000000 Penalty: 5897.228027
	Iteration 110Q: 3 clusters Score -1.878396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144706 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -18783960.000000 Penalty: 5897.228027
	Iteration 111Q: 3 clusters Score -1.878396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144711 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -18783966.000000 Penalty: 5897.228027
	Iteration 112Q: 3 clusters Score -1.878397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144716 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -18783968.000000 Penalty: 5897.228027
	Iteration 113Q: 3 clusters Score -1.878397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144720 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -18783956.000000 Penalty: 5897.228027
	Iteration 114Q: 3 clusters Score -1.878396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144722 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -18783964.000000 Penalty: 5897.228027
	Iteration 115Q: 3 clusters Score -1.878396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144721 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -18783970.000000 Penalty: 5897.228027
	Iteration 116Q: 3 clusters Score -1.878397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144722 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -18783970.000000 Penalty: 5897.228027
	Iteration 117Q: 3 clusters Score -1.878397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144722 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -18783970.000000 Penalty: 5897.228027
	Iteration 118F: 3 clusters Score -1.878397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -55036.730469 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -55036.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53505.925781 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -53505.93 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53722.632812 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -53722.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53817.929688 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -53817.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53869.597656 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -53869.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53894.039062 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -53894.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53904.726562 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -53904.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53921.039062 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -53921.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53929.578125 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -53929.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53930.753906 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -53930.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53934.539062 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -53934.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53938.617188 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -53938.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53940.433594 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -53940.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53947.421875 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -53947.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53949.902344 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -53949.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53952.824219 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -53952.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53961.433594 Penalty: 3081.452637
	Iteration 15Q: 3 clusters Score -53961.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53973.835938 Penalty: 3081.452637
	Iteration 16Q: 3 clusters Score -53973.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53977.160156 Penalty: 3081.452637
	Iteration 17Q: 3 clusters Score -53977.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53980.460938 Penalty: 3081.452637
	Iteration 18Q: 3 clusters Score -53980.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53982.226562 Penalty: 3081.452637
	Iteration 19Q: 3 clusters Score -53982.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53986.699219 Penalty: 3081.452637
	Iteration 20F: 3 clusters Score -53986.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53988.382812 Penalty: 3081.452637
	Iteration 21Q: 3 clusters Score -53988.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53998.609375 Penalty: 3081.452637
	Iteration 22Q: 3 clusters Score -53998.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54001.582031 Penalty: 3081.452637
	Iteration 23Q: 3 clusters Score -54001.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54003.234375 Penalty: 3081.452637
	Iteration 24Q: 3 clusters Score -54003.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54003.234375 Penalty: 3081.452637
	Iteration 25F: 3 clusters Score -54003.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -28831.234375 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -28831.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27616.683594 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -27616.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27802.837891 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -27802.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27854.128906 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -27854.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27888.593750 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -27888.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27901.142578 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -27901.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27910.019531 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -27910.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27918.650391 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -27918.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27923.005859 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -27923.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27926.367188 Penalty: 2793.081055
	Iteration 8Q: 3 clusters Score -27926.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27926.367188 Penalty: 2793.081055
	Iteration 9F: 3 clusters Score -27926.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -71268.179688 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -71268.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69648.679688 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -69648.68 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -70071.484375 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -70071.48 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -70391.031250 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -70391.03 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -70714.773438 Penalty: 3217.891357
	Iteration 3F: 3 clusters Score -70714.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71034.546875 Penalty: 3217.891357
	Iteration 4F: 3 clusters Score -71034.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -71192.710938 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -71192.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71274.585938 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -71274.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71297.085938 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -71297.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71307.757812 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -71307.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -71321.804688 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -71321.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71335.382812 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -71335.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -71396.125000 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -71396.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -71487.000000 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -71487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -71513.726562 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -71513.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71713.687500 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -71713.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71720.812500 Penalty: 3217.891357
	Iteration 15Q: 3 clusters Score -71720.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71732.656250 Penalty: 3217.891357
	Iteration 16Q: 3 clusters Score -71732.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71740.062500 Penalty: 3217.891357
	Iteration 17Q: 3 clusters Score -71740.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71740.062500 Penalty: 3217.891357
	Iteration 18F: 3 clusters Score -71740.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148069 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172442 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4358 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 154508 members 
Mstep: Class 11 contains 71500 members 
Mstep: Class 12 contains 161428 members 
Mstep: Class 13 contains 8827 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 146981 members 
Mstep: Class 16 contains 60168 members 
Mstep: Class 17 contains 4172 members 
Mstep: Class 18 contains 35217 members 
Mstep: Class 19 contains 157567 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145739 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 245 members 
Mstep: Class 25 contains 412 members 
Entering Unmasked Estep 
Score: -161321824.000000 Penalty: 87239.546875
Splitting cluster 24 changes total score from -161323200.000000 to -161321824.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148069 members 
Mstep: Class 3 contains 5535 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172442 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4358 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 154508 members 
Mstep: Class 11 contains 71500 members 
Mstep: Class 12 contains 161428 members 
Mstep: Class 13 contains 8827 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 146981 members 
Mstep: Class 16 contains 60168 members 
Mstep: Class 17 contains 4172 members 
Mstep: Class 18 contains 35217 members 
Mstep: Class 19 contains 157567 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145739 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323136.000000 Penalty: 83749.968750
Iteration 279Q: 25 clusters Score -1.613231e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148075 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172423 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4358 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 154522 members 
Mstep: Class 11 contains 71524 members 
Mstep: Class 12 contains 161381 members 
Mstep: Class 13 contains 8825 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 147011 members 
Mstep: Class 16 contains 60156 members 
Mstep: Class 17 contains 4171 members 
Mstep: Class 18 contains 35216 members 
Mstep: Class 19 contains 157562 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145756 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323184.000000 Penalty: 83749.968750
Iteration 280F: 25 clusters Score -1.613232e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 148072 members 
Mstep: Class 3 contains 5532 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172410 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4358 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 154526 members 
Mstep: Class 11 contains 71544 members 
Mstep: Class 12 contains 161364 members 
Mstep: Class 13 contains 8824 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 147037 members 
Mstep: Class 16 contains 60146 members 
Mstep: Class 17 contains 4171 members 
Mstep: Class 18 contains 35215 members 
Mstep: Class 19 contains 157553 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145767 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323168.000000 Penalty: 83749.968750
Iteration 281Q: 25 clusters Score -1.613232e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148063 members 
Mstep: Class 3 contains 5528 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172388 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4358 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6135 members 
Mstep: Class 10 contains 154528 members 
Mstep: Class 11 contains 71571 members 
Mstep: Class 12 contains 161342 members 
Mstep: Class 13 contains 8822 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 147074 members 
Mstep: Class 16 contains 60138 members 
Mstep: Class 17 contains 4170 members 
Mstep: Class 18 contains 35217 members 
Mstep: Class 19 contains 157548 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145770 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323392.000000 Penalty: 83749.968750
Iteration 282Q: 25 clusters Score -1.613234e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148059 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172382 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4358 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 154568 members 
Mstep: Class 11 contains 71594 members 
Mstep: Class 12 contains 161283 members 
Mstep: Class 13 contains 8827 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147097 members 
Mstep: Class 16 contains 60126 members 
Mstep: Class 17 contains 4170 members 
Mstep: Class 18 contains 35220 members 
Mstep: Class 19 contains 157532 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145779 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323408.000000 Penalty: 83749.968750
Iteration 283Q: 25 clusters Score -1.613234e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148075 members 
Mstep: Class 3 contains 5519 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172367 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4358 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 154608 members 
Mstep: Class 11 contains 71615 members 
Mstep: Class 12 contains 161187 members 
Mstep: Class 13 contains 8830 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147133 members 
Mstep: Class 16 contains 60113 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 35225 members 
Mstep: Class 19 contains 157522 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145801 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323296.000000 Penalty: 83749.968750
Iteration 284Q: 25 clusters Score -1.613233e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148075 members 
Mstep: Class 3 contains 5509 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172364 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4358 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 154665 members 
Mstep: Class 11 contains 71635 members 
Mstep: Class 12 contains 161105 members 
Mstep: Class 13 contains 8830 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147155 members 
Mstep: Class 16 contains 60094 members 
Mstep: Class 17 contains 4163 members 
Mstep: Class 18 contains 35227 members 
Mstep: Class 19 contains 157516 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145821 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323424.000000 Penalty: 83749.968750
Iteration 285Q: 25 clusters Score -1.613234e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148065 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172341 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4357 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 154731 members 
Mstep: Class 11 contains 71643 members 
Mstep: Class 12 contains 161048 members 
Mstep: Class 13 contains 8832 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147159 members 
Mstep: Class 16 contains 60087 members 
Mstep: Class 17 contains 4162 members 
Mstep: Class 18 contains 35226 members 
Mstep: Class 19 contains 157524 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145840 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323536.000000 Penalty: 83749.968750
Iteration 286Q: 25 clusters Score -1.613235e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148055 members 
Mstep: Class 3 contains 5502 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172311 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4357 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6129 members 
Mstep: Class 10 contains 154737 members 
Mstep: Class 11 contains 71653 members 
Mstep: Class 12 contains 161041 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147178 members 
Mstep: Class 16 contains 60073 members 
Mstep: Class 17 contains 4162 members 
Mstep: Class 18 contains 35235 members 
Mstep: Class 19 contains 157521 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145862 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323696.000000 Penalty: 83749.968750
Iteration 287Q: 25 clusters Score -1.613237e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148045 members 
Mstep: Class 3 contains 5497 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172281 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4357 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 154782 members 
Mstep: Class 11 contains 71667 members 
Mstep: Class 12 contains 161034 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147182 members 
Mstep: Class 16 contains 60068 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 35242 members 
Mstep: Class 19 contains 157497 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145875 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323728.000000 Penalty: 83749.968750
Iteration 288Q: 25 clusters Score -1.613237e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148033 members 
Mstep: Class 3 contains 5498 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172284 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4357 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6115 members 
Mstep: Class 10 contains 154786 members 
Mstep: Class 11 contains 71695 members 
Mstep: Class 12 contains 160986 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147197 members 
Mstep: Class 16 contains 60062 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 35243 members 
Mstep: Class 19 contains 157511 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145886 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323760.000000 Penalty: 83749.968750
Iteration 289Q: 25 clusters Score -1.613238e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148037 members 
Mstep: Class 3 contains 5495 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172275 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4357 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6108 members 
Mstep: Class 10 contains 154818 members 
Mstep: Class 11 contains 71712 members 
Mstep: Class 12 contains 160936 members 
Mstep: Class 13 contains 8833 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147206 members 
Mstep: Class 16 contains 60052 members 
Mstep: Class 17 contains 4160 members 
Mstep: Class 18 contains 35249 members 
Mstep: Class 19 contains 157501 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145912 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323728.000000 Penalty: 83749.968750
Iteration 290Q: 25 clusters Score -1.613237e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148041 members 
Mstep: Class 3 contains 5493 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172246 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4357 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 154863 members 
Mstep: Class 11 contains 71729 members 
Mstep: Class 12 contains 160889 members 
Mstep: Class 13 contains 8832 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147198 members 
Mstep: Class 16 contains 60048 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 35256 members 
Mstep: Class 19 contains 157507 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145935 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323632.000000 Penalty: 83749.968750
Iteration 291Q: 25 clusters Score -1.613236e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148031 members 
Mstep: Class 3 contains 5485 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172223 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6088 members 
Mstep: Class 10 contains 154898 members 
Mstep: Class 11 contains 71741 members 
Mstep: Class 12 contains 160879 members 
Mstep: Class 13 contains 8832 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147207 members 
Mstep: Class 16 contains 60043 members 
Mstep: Class 17 contains 4158 members 
Mstep: Class 18 contains 35259 members 
Mstep: Class 19 contains 157500 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145951 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323648.000000 Penalty: 83749.968750
Iteration 292Q: 25 clusters Score -1.613236e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148011 members 
Mstep: Class 3 contains 5481 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172211 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6081 members 
Mstep: Class 10 contains 154927 members 
Mstep: Class 11 contains 71761 members 
Mstep: Class 12 contains 160854 members 
Mstep: Class 13 contains 8834 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147196 members 
Mstep: Class 16 contains 60039 members 
Mstep: Class 17 contains 4157 members 
Mstep: Class 18 contains 35260 members 
Mstep: Class 19 contains 157513 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145970 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323712.000000 Penalty: 83749.968750
Iteration 293Q: 25 clusters Score -1.613237e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148014 members 
Mstep: Class 3 contains 5477 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172182 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6076 members 
Mstep: Class 10 contains 154980 members 
Mstep: Class 11 contains 71783 members 
Mstep: Class 12 contains 160801 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147190 members 
Mstep: Class 16 contains 60041 members 
Mstep: Class 17 contains 4157 members 
Mstep: Class 18 contains 35261 members 
Mstep: Class 19 contains 157513 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 145983 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323808.000000 Penalty: 83749.968750
Iteration 294Q: 25 clusters Score -1.613238e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148012 members 
Mstep: Class 3 contains 5473 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172152 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6069 members 
Mstep: Class 10 contains 155000 members 
Mstep: Class 11 contains 71811 members 
Mstep: Class 12 contains 160755 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147203 members 
Mstep: Class 16 contains 60038 members 
Mstep: Class 17 contains 4156 members 
Mstep: Class 18 contains 35264 members 
Mstep: Class 19 contains 157523 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146001 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323744.000000 Penalty: 83749.968750
Iteration 295Q: 25 clusters Score -1.613237e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148025 members 
Mstep: Class 3 contains 5471 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172134 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6062 members 
Mstep: Class 10 contains 155030 members 
Mstep: Class 11 contains 71827 members 
Mstep: Class 12 contains 160718 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147218 members 
Mstep: Class 16 contains 60044 members 
Mstep: Class 17 contains 4157 members 
Mstep: Class 18 contains 35259 members 
Mstep: Class 19 contains 157497 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146015 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323808.000000 Penalty: 83749.968750
Iteration 296Q: 25 clusters Score -1.613238e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148043 members 
Mstep: Class 3 contains 5472 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172129 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6058 members 
Mstep: Class 10 contains 155039 members 
Mstep: Class 11 contains 71849 members 
Mstep: Class 12 contains 160662 members 
Mstep: Class 13 contains 8840 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147235 members 
Mstep: Class 16 contains 60045 members 
Mstep: Class 17 contains 4158 members 
Mstep: Class 18 contains 35251 members 
Mstep: Class 19 contains 157472 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146042 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323888.000000 Penalty: 83749.968750
Iteration 297Q: 25 clusters Score -1.613239e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148067 members 
Mstep: Class 3 contains 5473 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172112 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6057 members 
Mstep: Class 10 contains 155073 members 
Mstep: Class 11 contains 71871 members 
Mstep: Class 12 contains 160588 members 
Mstep: Class 13 contains 8841 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147243 members 
Mstep: Class 16 contains 60045 members 
Mstep: Class 17 contains 4158 members 
Mstep: Class 18 contains 35247 members 
Mstep: Class 19 contains 157439 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146082 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323872.000000 Penalty: 83749.968750
Iteration 298Q: 25 clusters Score -1.613239e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148092 members 
Mstep: Class 3 contains 5466 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172121 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4354 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6055 members 
Mstep: Class 10 contains 155096 members 
Mstep: Class 11 contains 71888 members 
Mstep: Class 12 contains 160528 members 
Mstep: Class 13 contains 8841 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 147273 members 
Mstep: Class 16 contains 60040 members 
Mstep: Class 17 contains 4157 members 
Mstep: Class 18 contains 35240 members 
Mstep: Class 19 contains 157400 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146101 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323792.000000 Penalty: 83749.968750
Iteration 299Q: 25 clusters Score -1.613238e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148112 members 
Mstep: Class 3 contains 5462 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172124 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4353 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6051 members 
Mstep: Class 10 contains 155094 members 
Mstep: Class 11 contains 71915 members 
Mstep: Class 12 contains 160496 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 147289 members 
Mstep: Class 16 contains 60031 members 
Mstep: Class 17 contains 4156 members 
Mstep: Class 18 contains 35237 members 
Mstep: Class 19 contains 157378 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146116 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323824.000000 Penalty: 83749.968750
Iteration 300F: 25 clusters Score -1.613238e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148131 members 
Mstep: Class 3 contains 5451 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172107 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6046 members 
Mstep: Class 10 contains 155121 members 
Mstep: Class 11 contains 71943 members 
Mstep: Class 12 contains 160448 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 147295 members 
Mstep: Class 16 contains 60020 members 
Mstep: Class 17 contains 4157 members 
Mstep: Class 18 contains 35242 members 
Mstep: Class 19 contains 157370 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146133 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323792.000000 Penalty: 83749.968750
Iteration 301Q: 25 clusters Score -1.613238e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148139 members 
Mstep: Class 3 contains 5443 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172090 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6033 members 
Mstep: Class 10 contains 155134 members 
Mstep: Class 11 contains 71955 members 
Mstep: Class 12 contains 160440 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 147304 members 
Mstep: Class 16 contains 60015 members 
Mstep: Class 17 contains 4156 members 
Mstep: Class 18 contains 35248 members 
Mstep: Class 19 contains 157358 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146148 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324048.000000 Penalty: 83749.968750
Iteration 302Q: 25 clusters Score -1.61324e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148170 members 
Mstep: Class 3 contains 5436 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172085 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6023 members 
Mstep: Class 10 contains 155122 members 
Mstep: Class 11 contains 71980 members 
Mstep: Class 12 contains 160407 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147294 members 
Mstep: Class 16 contains 60002 members 
Mstep: Class 17 contains 4156 members 
Mstep: Class 18 contains 35255 members 
Mstep: Class 19 contains 157364 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146169 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324128.000000 Penalty: 83749.968750
Iteration 303Q: 25 clusters Score -1.613241e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148198 members 
Mstep: Class 3 contains 5432 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172066 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6014 members 
Mstep: Class 10 contains 155121 members 
Mstep: Class 11 contains 71997 members 
Mstep: Class 12 contains 160380 members 
Mstep: Class 13 contains 8840 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147297 members 
Mstep: Class 16 contains 59992 members 
Mstep: Class 17 contains 4155 members 
Mstep: Class 18 contains 35267 members 
Mstep: Class 19 contains 157355 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146186 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324224.000000 Penalty: 83749.968750
Iteration 304Q: 25 clusters Score -1.613242e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148203 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172053 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6008 members 
Mstep: Class 10 contains 155132 members 
Mstep: Class 11 contains 72007 members 
Mstep: Class 12 contains 160381 members 
Mstep: Class 13 contains 8841 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147296 members 
Mstep: Class 16 contains 59991 members 
Mstep: Class 17 contains 4150 members 
Mstep: Class 18 contains 35275 members 
Mstep: Class 19 contains 157333 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146205 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324224.000000 Penalty: 83749.968750
Iteration 305Q: 25 clusters Score -1.613242e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148224 members 
Mstep: Class 3 contains 5421 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172044 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 6004 members 
Mstep: Class 10 contains 155148 members 
Mstep: Class 11 contains 72016 members 
Mstep: Class 12 contains 160395 members 
Mstep: Class 13 contains 8842 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147299 members 
Mstep: Class 16 contains 59982 members 
Mstep: Class 17 contains 4145 members 
Mstep: Class 18 contains 35278 members 
Mstep: Class 19 contains 157299 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146205 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324384.000000 Penalty: 83749.968750
Iteration 306Q: 25 clusters Score -1.613244e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148243 members 
Mstep: Class 3 contains 5418 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172046 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4347 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5996 members 
Mstep: Class 10 contains 155130 members 
Mstep: Class 11 contains 72030 members 
Mstep: Class 12 contains 160439 members 
Mstep: Class 13 contains 8845 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 147290 members 
Mstep: Class 16 contains 59980 members 
Mstep: Class 17 contains 4143 members 
Mstep: Class 18 contains 35278 members 
Mstep: Class 19 contains 157242 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146224 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324048.000000 Penalty: 83749.968750
Iteration 307Q: 25 clusters Score -1.61324e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148257 members 
Mstep: Class 3 contains 5412 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172030 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4346 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5989 members 
Mstep: Class 10 contains 155145 members 
Mstep: Class 11 contains 72049 members 
Mstep: Class 12 contains 160448 members 
Mstep: Class 13 contains 8848 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 147290 members 
Mstep: Class 16 contains 59969 members 
Mstep: Class 17 contains 4142 members 
Mstep: Class 18 contains 35285 members 
Mstep: Class 19 contains 157203 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146238 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324352.000000 Penalty: 83749.968750
Iteration 308Q: 25 clusters Score -1.613244e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148286 members 
Mstep: Class 3 contains 5401 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 172001 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4346 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5982 members 
Mstep: Class 10 contains 155170 members 
Mstep: Class 11 contains 72069 members 
Mstep: Class 12 contains 160415 members 
Mstep: Class 13 contains 8852 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147291 members 
Mstep: Class 16 contains 59965 members 
Mstep: Class 17 contains 4142 members 
Mstep: Class 18 contains 35292 members 
Mstep: Class 19 contains 157171 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146267 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324176.000000 Penalty: 83749.968750
Iteration 309Q: 25 clusters Score -1.613242e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148310 members 
Mstep: Class 3 contains 5393 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171979 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4345 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5977 members 
Mstep: Class 10 contains 155186 members 
Mstep: Class 11 contains 72083 members 
Mstep: Class 12 contains 160407 members 
Mstep: Class 13 contains 8853 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 147300 members 
Mstep: Class 16 contains 59956 members 
Mstep: Class 17 contains 4141 members 
Mstep: Class 18 contains 35302 members 
Mstep: Class 19 contains 157134 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146285 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324112.000000 Penalty: 83749.968750
Iteration 310Q: 25 clusters Score -1.613241e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148360 members 
Mstep: Class 3 contains 5388 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171931 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4344 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5972 members 
Mstep: Class 10 contains 155199 members 
Mstep: Class 11 contains 72102 members 
Mstep: Class 12 contains 160418 members 
Mstep: Class 13 contains 8850 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 147308 members 
Mstep: Class 16 contains 59947 members 
Mstep: Class 17 contains 4137 members 
Mstep: Class 18 contains 35311 members 
Mstep: Class 19 contains 157086 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146298 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324064.000000 Penalty: 83749.968750
Iteration 311Q: 25 clusters Score -1.613241e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148386 members 
Mstep: Class 3 contains 5384 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171884 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4342 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5969 members 
Mstep: Class 10 contains 155217 members 
Mstep: Class 11 contains 72126 members 
Mstep: Class 12 contains 160416 members 
Mstep: Class 13 contains 8847 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 147311 members 
Mstep: Class 16 contains 59936 members 
Mstep: Class 17 contains 4136 members 
Mstep: Class 18 contains 35324 members 
Mstep: Class 19 contains 157060 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146314 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324064.000000 Penalty: 83749.968750
Iteration 312Q: 25 clusters Score -1.613241e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148413 members 
Mstep: Class 3 contains 5379 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171828 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4340 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5964 members 
Mstep: Class 10 contains 155247 members 
Mstep: Class 11 contains 72149 members 
Mstep: Class 12 contains 160416 members 
Mstep: Class 13 contains 8843 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 147303 members 
Mstep: Class 16 contains 59932 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 35337 members 
Mstep: Class 19 contains 157030 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146336 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324032.000000 Penalty: 83749.968750
Iteration 313Q: 25 clusters Score -1.61324e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148433 members 
Mstep: Class 3 contains 5372 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171789 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5960 members 
Mstep: Class 10 contains 155242 members 
Mstep: Class 11 contains 72171 members 
Mstep: Class 12 contains 160415 members 
Mstep: Class 13 contains 8845 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 147307 members 
Mstep: Class 16 contains 59927 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 35350 members 
Mstep: Class 19 contains 157019 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146347 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323920.000000 Penalty: 83749.968750
Iteration 314Q: 25 clusters Score -1.613239e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148477 members 
Mstep: Class 3 contains 5369 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171782 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5952 members 
Mstep: Class 10 contains 155219 members 
Mstep: Class 11 contains 72196 members 
Mstep: Class 12 contains 160407 members 
Mstep: Class 13 contains 8843 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147286 members 
Mstep: Class 16 contains 59915 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 35362 members 
Mstep: Class 19 contains 157008 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146359 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323888.000000 Penalty: 83749.968750
Iteration 315Q: 25 clusters Score -1.613239e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148520 members 
Mstep: Class 3 contains 5367 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171747 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5946 members 
Mstep: Class 10 contains 155208 members 
Mstep: Class 11 contains 72212 members 
Mstep: Class 12 contains 160398 members 
Mstep: Class 13 contains 8843 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147284 members 
Mstep: Class 16 contains 59909 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 35373 members 
Mstep: Class 19 contains 156994 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146373 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323984.000000 Penalty: 83749.968750
Iteration 316Q: 25 clusters Score -1.61324e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 148568 members 
Mstep: Class 3 contains 5368 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171721 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 155221 members 
Mstep: Class 11 contains 72220 members 
Mstep: Class 12 contains 160351 members 
Mstep: Class 13 contains 8842 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147285 members 
Mstep: Class 16 contains 59894 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 35390 members 
Mstep: Class 19 contains 156984 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146393 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323872.000000 Penalty: 83749.968750
Iteration 317Q: 25 clusters Score -1.613239e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 148625 members 
Mstep: Class 3 contains 5372 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171691 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 155214 members 
Mstep: Class 11 contains 72235 members 
Mstep: Class 12 contains 160305 members 
Mstep: Class 13 contains 8844 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147297 members 
Mstep: Class 16 contains 59886 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 35399 members 
Mstep: Class 19 contains 156956 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146417 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161323808.000000 Penalty: 83749.968750
Iteration 318Q: 25 clusters Score -1.613238e+08 nChanged 696
Entering ConstructFrom: 
Score: -161323808.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (4179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Entering Unmasked Estep 
Score: -516963.687500 Penalty: 2067.781250
	Iteration 0F: 2 clusters Score -516963.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -512969.468750 Penalty: 4135.562500
	Iteration 0F: 3 clusters Score -512969.5 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -513840.968750 Penalty: 4135.562500
	Iteration 1F: 3 clusters Score -513841 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -514110.218750 Penalty: 4135.562500
	Iteration 2F: 3 clusters Score -514110.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -514346.343750 Penalty: 4135.562500
	Iteration 3F: 3 clusters Score -514346.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -514605.125000 Penalty: 4135.562500
	Iteration 4F: 3 clusters Score -514605.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -514876.687500 Penalty: 4135.562500
	Iteration 5F: 3 clusters Score -514876.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -515153.593750 Penalty: 4135.562500
	Iteration 6F: 3 clusters Score -515153.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -515430.093750 Penalty: 4135.562500
	Iteration 7F: 3 clusters Score -515430.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -515695.531250 Penalty: 4135.562500
	Iteration 8F: 3 clusters Score -515695.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -515939.187500 Penalty: 4135.562500
	Iteration 9Q: 3 clusters Score -515939.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -516137.687500 Penalty: 4135.562500
	Iteration 10Q: 3 clusters Score -516137.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -516278.093750 Penalty: 4135.562500
	Iteration 11Q: 3 clusters Score -516278.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -516429.875000 Penalty: 4135.562500
	Iteration 12Q: 3 clusters Score -516429.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -516591.875000 Penalty: 4135.562500
	Iteration 13Q: 3 clusters Score -516591.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -516770.937500 Penalty: 4135.562500
	Iteration 14Q: 3 clusters Score -516770.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -516983.656250 Penalty: 4135.562500
	Iteration 15Q: 3 clusters Score -516983.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -517205.531250 Penalty: 4135.562500
	Iteration 16Q: 3 clusters Score -517205.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -517361.593750 Penalty: 4135.562500
	Iteration 17Q: 3 clusters Score -517361.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -517427.906250 Penalty: 4135.562500
	Iteration 18Q: 3 clusters Score -517427.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -517444.906250 Penalty: 4135.562500
	Iteration 19Q: 3 clusters Score -517444.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -517452.437500 Penalty: 4135.562500
	Iteration 20F: 3 clusters Score -517452.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -517455.406250 Penalty: 4135.562500
	Iteration 21Q: 3 clusters Score -517455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -517456.062500 Penalty: 4135.562500
	Iteration 22Q: 3 clusters Score -517456.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -517456.062500 Penalty: 4135.562500
	Iteration 23Q: 3 clusters Score -517456.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -517456.062500 Penalty: 4135.562500
	Iteration 24F: 3 clusters Score -517456.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 148668 members 
Mstep: Class 3 contains 5375 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171654 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4336 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5927 members 
Mstep: Class 10 contains 155233 members 
Mstep: Class 11 contains 72256 members 
Mstep: Class 12 contains 160257 members 
Mstep: Class 13 contains 8844 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147307 members 
Mstep: Class 16 contains 59881 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 35410 members 
Mstep: Class 19 contains 156927 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146438 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Mstep: Class 25 contains 2310 members 
Entering Unmasked Estep 
Score: -161323136.000000 Penalty: 87239.546875
Splitting cluster 1 changes total score from -161323808.000000 to -161323136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (148668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148668 members 
Entering Unmasked Estep 
Score: -19015952.000000 Penalty: 2953.548584
	Iteration 0F: 2 clusters Score -1.901595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74719 members 
Mstep: Class 2 contains 73949 members 
Entering Unmasked Estep 
Score: -18919310.000000 Penalty: 5907.097168
	Iteration 0F: 3 clusters Score -1.891931e+07 nChanged 70957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -18961464.000000 Penalty: 5907.097168
	Iteration 1F: 3 clusters Score -1.896146e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -18962912.000000 Penalty: 5907.097168
	Iteration 2Q: 3 clusters Score -1.896291e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88267 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -18965438.000000 Penalty: 5907.097168
	Iteration 3Q: 3 clusters Score -1.896544e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95052 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -18969748.000000 Penalty: 5907.097168
	Iteration 4F: 3 clusters Score -1.896975e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104001 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -18976298.000000 Penalty: 5907.097168
	Iteration 5F: 3 clusters Score -1.89763e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114280 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -18985050.000000 Penalty: 5907.097168
	Iteration 6F: 3 clusters Score -1.898505e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124001 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -18994100.000000 Penalty: 5907.097168
	Iteration 7F: 3 clusters Score -1.89941e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131549 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -19000936.000000 Penalty: 5907.097168
	Iteration 8F: 3 clusters Score -1.900094e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136838 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -19005256.000000 Penalty: 5907.097168
	Iteration 9Q: 3 clusters Score -1.900526e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140372 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -19008050.000000 Penalty: 5907.097168
	Iteration 10Q: 3 clusters Score -1.900805e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142834 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -19009718.000000 Penalty: 5907.097168
	Iteration 11Q: 3 clusters Score -1.900972e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144457 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -19010778.000000 Penalty: 5907.097168
	Iteration 12Q: 3 clusters Score -1.901078e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145563 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -19011638.000000 Penalty: 5907.097168
	Iteration 13Q: 3 clusters Score -1.901164e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146313 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -19012224.000000 Penalty: 5907.097168
	Iteration 14Q: 3 clusters Score -1.901222e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146802 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -19012616.000000 Penalty: 5907.097168
	Iteration 15Q: 3 clusters Score -1.901262e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147117 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -19012896.000000 Penalty: 5907.097168
	Iteration 16Q: 3 clusters Score -1.90129e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147321 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -19013052.000000 Penalty: 5907.097168
	Iteration 17Q: 3 clusters Score -1.901305e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147445 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -19013162.000000 Penalty: 5907.097168
	Iteration 18Q: 3 clusters Score -1.901316e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147552 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -19013248.000000 Penalty: 5907.097168
	Iteration 19Q: 3 clusters Score -1.901325e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147639 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -19013350.000000 Penalty: 5907.097168
	Iteration 20F: 3 clusters Score -1.901335e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147689 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -19013358.000000 Penalty: 5907.097168
	Iteration 21Q: 3 clusters Score -1.901336e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147727 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -19013390.000000 Penalty: 5907.097168
	Iteration 22Q: 3 clusters Score -1.901339e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147764 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -19013428.000000 Penalty: 5907.097168
	Iteration 23Q: 3 clusters Score -1.901343e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147791 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -19013462.000000 Penalty: 5907.097168
	Iteration 24Q: 3 clusters Score -1.901346e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147814 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -19013498.000000 Penalty: 5907.097168
	Iteration 25Q: 3 clusters Score -1.90135e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147832 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -19013524.000000 Penalty: 5907.097168
	Iteration 26Q: 3 clusters Score -1.901352e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147844 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -19013540.000000 Penalty: 5907.097168
	Iteration 27Q: 3 clusters Score -1.901354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147858 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -19013544.000000 Penalty: 5907.097168
	Iteration 28Q: 3 clusters Score -1.901354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147863 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -19013556.000000 Penalty: 5907.097168
	Iteration 29Q: 3 clusters Score -1.901356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147876 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -19013552.000000 Penalty: 5907.097168
	Iteration 30Q: 3 clusters Score -1.901355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147882 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -19013558.000000 Penalty: 5907.097168
	Iteration 31Q: 3 clusters Score -1.901356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147881 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -19013588.000000 Penalty: 5907.097168
	Iteration 32Q: 3 clusters Score -1.901359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147884 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -19013584.000000 Penalty: 5907.097168
	Iteration 33Q: 3 clusters Score -1.901358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147887 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -19013574.000000 Penalty: 5907.097168
	Iteration 34Q: 3 clusters Score -1.901357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -19013576.000000 Penalty: 5907.097168
	Iteration 35Q: 3 clusters Score -1.901358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147890 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -19013582.000000 Penalty: 5907.097168
	Iteration 36Q: 3 clusters Score -1.901358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147891 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -19013582.000000 Penalty: 5907.097168
	Iteration 37Q: 3 clusters Score -1.901358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147896 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -19013580.000000 Penalty: 5907.097168
	Iteration 38Q: 3 clusters Score -1.901358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147899 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -19013580.000000 Penalty: 5907.097168
	Iteration 39Q: 3 clusters Score -1.901358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147898 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -19013590.000000 Penalty: 5907.097168
	Iteration 40F: 3 clusters Score -1.901359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Entering Unmasked Estep 
Score: -681617.000000 Penalty: 2130.199463
	Iteration 0F: 2 clusters Score -681617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -676829.937500 Penalty: 4260.398926
	Iteration 0F: 3 clusters Score -676829.9 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -677909.625000 Penalty: 4260.398926
	Iteration 1F: 3 clusters Score -677909.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -678116.625000 Penalty: 4260.398926
	Iteration 2F: 3 clusters Score -678116.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -678242.687500 Penalty: 4260.398926
	Iteration 3Q: 3 clusters Score -678242.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -678320.937500 Penalty: 4260.398926
	Iteration 4Q: 3 clusters Score -678320.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -678364.312500 Penalty: 4260.398926
	Iteration 5Q: 3 clusters Score -678364.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -678397.687500 Penalty: 4260.398926
	Iteration 6Q: 3 clusters Score -678397.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -678422.250000 Penalty: 4260.398926
	Iteration 7Q: 3 clusters Score -678422.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -678444.187500 Penalty: 4260.398926
	Iteration 8Q: 3 clusters Score -678444.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -678461.187500 Penalty: 4260.398926
	Iteration 9Q: 3 clusters Score -678461.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -678476.562500 Penalty: 4260.398926
	Iteration 10Q: 3 clusters Score -678476.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -678486.625000 Penalty: 4260.398926
	Iteration 11Q: 3 clusters Score -678486.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -678496.500000 Penalty: 4260.398926
	Iteration 12Q: 3 clusters Score -678496.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -678508.625000 Penalty: 4260.398926
	Iteration 13Q: 3 clusters Score -678508.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -678522.687500 Penalty: 4260.398926
	Iteration 14Q: 3 clusters Score -678522.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -678533.500000 Penalty: 4260.398926
	Iteration 15Q: 3 clusters Score -678533.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -678542.000000 Penalty: 4260.398926
	Iteration 16Q: 3 clusters Score -678542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -678549.250000 Penalty: 4260.398926
	Iteration 17Q: 3 clusters Score -678549.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -678556.812500 Penalty: 4260.398926
	Iteration 18Q: 3 clusters Score -678556.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -678566.687500 Penalty: 4260.398926
	Iteration 19Q: 3 clusters Score -678566.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -678579.187500 Penalty: 4260.398926
	Iteration 20F: 3 clusters Score -678579.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -678591.687500 Penalty: 4260.398926
	Iteration 21Q: 3 clusters Score -678591.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -678604.062500 Penalty: 4260.398926
	Iteration 22Q: 3 clusters Score -678604.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -678612.750000 Penalty: 4260.398926
	Iteration 23Q: 3 clusters Score -678612.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -678623.500000 Penalty: 4260.398926
	Iteration 24Q: 3 clusters Score -678623.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -678638.250000 Penalty: 4260.398926
	Iteration 25Q: 3 clusters Score -678638.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -678647.812500 Penalty: 4260.398926
	Iteration 26Q: 3 clusters Score -678647.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -678657.312500 Penalty: 4260.398926
	Iteration 27Q: 3 clusters Score -678657.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -678671.500000 Penalty: 4260.398926
	Iteration 28Q: 3 clusters Score -678671.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -678688.312500 Penalty: 4260.398926
	Iteration 29Q: 3 clusters Score -678688.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -678709.062500 Penalty: 4260.398926
	Iteration 30Q: 3 clusters Score -678709.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -678727.062500 Penalty: 4260.398926
	Iteration 31Q: 3 clusters Score -678727.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -678745.812500 Penalty: 4260.398926
	Iteration 32Q: 3 clusters Score -678745.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -678765.937500 Penalty: 4260.398926
	Iteration 33Q: 3 clusters Score -678765.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -678786.125000 Penalty: 4260.398926
	Iteration 34Q: 3 clusters Score -678786.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -678812.500000 Penalty: 4260.398926
	Iteration 35Q: 3 clusters Score -678812.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -678835.562500 Penalty: 4260.398926
	Iteration 36Q: 3 clusters Score -678835.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -678863.312500 Penalty: 4260.398926
	Iteration 37Q: 3 clusters Score -678863.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -678890.562500 Penalty: 4260.398926
	Iteration 38Q: 3 clusters Score -678890.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -678922.187500 Penalty: 4260.398926
	Iteration 39Q: 3 clusters Score -678922.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -678954.687500 Penalty: 4260.398926
	Iteration 40F: 3 clusters Score -678954.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -678984.125000 Penalty: 4260.398926
	Iteration 41Q: 3 clusters Score -678984.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -679003.750000 Penalty: 4260.398926
	Iteration 42Q: 3 clusters Score -679003.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -679027.875000 Penalty: 4260.398926
	Iteration 43Q: 3 clusters Score -679027.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -679052.812500 Penalty: 4260.398926
	Iteration 44Q: 3 clusters Score -679052.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -679081.062500 Penalty: 4260.398926
	Iteration 45Q: 3 clusters Score -679081.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -679118.062500 Penalty: 4260.398926
	Iteration 46Q: 3 clusters Score -679118.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -679166.687500 Penalty: 4260.398926
	Iteration 47Q: 3 clusters Score -679166.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -679223.187500 Penalty: 4260.398926
	Iteration 48Q: 3 clusters Score -679223.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -679278.562500 Penalty: 4260.398926
	Iteration 49Q: 3 clusters Score -679278.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -679336.187500 Penalty: 4260.398926
	Iteration 50Q: 3 clusters Score -679336.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -679382.375000 Penalty: 4260.398926
	Iteration 51Q: 3 clusters Score -679382.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -679419.750000 Penalty: 4260.398926
	Iteration 52Q: 3 clusters Score -679419.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -679454.125000 Penalty: 4260.398926
	Iteration 53Q: 3 clusters Score -679454.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -679479.687500 Penalty: 4260.398926
	Iteration 54Q: 3 clusters Score -679479.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -679518.812500 Penalty: 4260.398926
	Iteration 55Q: 3 clusters Score -679518.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -679567.062500 Penalty: 4260.398926
	Iteration 56Q: 3 clusters Score -679567.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -679604.562500 Penalty: 4260.398926
	Iteration 57Q: 3 clusters Score -679604.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -679623.687500 Penalty: 4260.398926
	Iteration 58Q: 3 clusters Score -679623.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -679637.875000 Penalty: 4260.398926
	Iteration 59Q: 3 clusters Score -679637.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -679642.937500 Penalty: 4260.398926
	Iteration 60F: 3 clusters Score -679642.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -679650.000000 Penalty: 4260.398926
	Iteration 61Q: 3 clusters Score -679650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -679658.125000 Penalty: 4260.398926
	Iteration 62Q: 3 clusters Score -679658.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -679662.875000 Penalty: 4260.398926
	Iteration 63Q: 3 clusters Score -679662.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -679669.687500 Penalty: 4260.398926
	Iteration 64Q: 3 clusters Score -679669.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -679675.187500 Penalty: 4260.398926
	Iteration 65Q: 3 clusters Score -679675.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -679680.812500 Penalty: 4260.398926
	Iteration 66Q: 3 clusters Score -679680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -679686.187500 Penalty: 4260.398926
	Iteration 67Q: 3 clusters Score -679686.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -679691.750000 Penalty: 4260.398926
	Iteration 68Q: 3 clusters Score -679691.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -679698.875000 Penalty: 4260.398926
	Iteration 69Q: 3 clusters Score -679698.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -679701.062500 Penalty: 4260.398926
	Iteration 70Q: 3 clusters Score -679701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -679702.625000 Penalty: 4260.398926
	Iteration 71Q: 3 clusters Score -679702.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -679703.312500 Penalty: 4260.398926
	Iteration 72Q: 3 clusters Score -679703.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -679707.750000 Penalty: 4260.398926
	Iteration 73Q: 3 clusters Score -679707.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -679708.687500 Penalty: 4260.398926
	Iteration 74Q: 3 clusters Score -679708.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -679710.500000 Penalty: 4260.398926
	Iteration 75Q: 3 clusters Score -679710.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -679714.375000 Penalty: 4260.398926
	Iteration 76Q: 3 clusters Score -679714.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -679714.375000 Penalty: 4260.398926
	Iteration 77F: 3 clusters Score -679714.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -25558.970703 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -25558.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24350.787109 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -24350.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24603.007812 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -24603.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24861.052734 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -24861.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24943.878906 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -24943.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24951.527344 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -24951.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24960.814453 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -24960.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24968.753906 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -24968.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24968.753906 Penalty: 2789.512695
	Iteration 7F: 3 clusters Score -24968.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (171654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171654 members 
Entering Unmasked Estep 
Score: -21845698.000000 Penalty: 2989.202637
	Iteration 0F: 2 clusters Score -2.18457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 85323 members 
Entering Unmasked Estep 
Score: -21734588.000000 Penalty: 5978.405273
	Iteration 0F: 3 clusters Score -2.173459e+07 nChanged 82161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -21782968.000000 Penalty: 5978.405273
	Iteration 1F: 3 clusters Score -2.178297e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100592 members 
Mstep: Class 2 contains 71062 members 
Entering Unmasked Estep 
Score: -21785238.000000 Penalty: 5978.405273
	Iteration 2Q: 3 clusters Score -2.178524e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108961 members 
Mstep: Class 2 contains 62693 members 
Entering Unmasked Estep 
Score: -21789488.000000 Penalty: 5978.405273
	Iteration 3F: 3 clusters Score -2.178949e+07 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120846 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -21797522.000000 Penalty: 5978.405273
	Iteration 4F: 3 clusters Score -2.179752e+07 nChanged 15394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136178 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -21811010.000000 Penalty: 5978.405273
	Iteration 5F: 3 clusters Score -2.181101e+07 nChanged 15777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151923 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -21826388.000000 Penalty: 5978.405273
	Iteration 6F: 3 clusters Score -2.182639e+07 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163499 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -21836974.000000 Penalty: 5978.405273
	Iteration 7F: 3 clusters Score -2.183697e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169009 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -21841226.000000 Penalty: 5978.405273
	Iteration 8Q: 3 clusters Score -2.184123e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170769 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -21842470.000000 Penalty: 5978.405273
	Iteration 9Q: 3 clusters Score -2.184247e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171199 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -21842734.000000 Penalty: 5978.405273
	Iteration 10Q: 3 clusters Score -2.184273e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171321 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -21842928.000000 Penalty: 5978.405273
	Iteration 11Q: 3 clusters Score -2.184293e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171358 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -21842982.000000 Penalty: 5978.405273
	Iteration 12Q: 3 clusters Score -2.184298e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171368 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21843022.000000 Penalty: 5978.405273
	Iteration 13Q: 3 clusters Score -2.184302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171380 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21843028.000000 Penalty: 5978.405273
	Iteration 14Q: 3 clusters Score -2.184303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171383 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21843042.000000 Penalty: 5978.405273
	Iteration 15Q: 3 clusters Score -2.184304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171389 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21843028.000000 Penalty: 5978.405273
	Iteration 16Q: 3 clusters Score -2.184303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171392 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21843038.000000 Penalty: 5978.405273
	Iteration 17Q: 3 clusters Score -2.184304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171397 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21843048.000000 Penalty: 5978.405273
	Iteration 18Q: 3 clusters Score -2.184305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171399 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21843054.000000 Penalty: 5978.405273
	Iteration 19Q: 3 clusters Score -2.184305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21843056.000000 Penalty: 5978.405273
	Iteration 20F: 3 clusters Score -2.184306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21843060.000000 Penalty: 5978.405273
	Iteration 21Q: 3 clusters Score -2.184306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171402 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21843070.000000 Penalty: 5978.405273
	Iteration 22Q: 3 clusters Score -2.184307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21843070.000000 Penalty: 5978.405273
	Iteration 23Q: 3 clusters Score -2.184307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21843070.000000 Penalty: 5978.405273
	Iteration 24F: 3 clusters Score -2.184307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -39970.726562 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -39970.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38617.542969 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -38617.54 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38834.601562 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -38834.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38883.992188 Penalty: 2965.527344
	Iteration 2Q: 3 clusters Score -38883.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38923.871094 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -38923.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38956.781250 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -38956.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38980.062500 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -38980.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38998.710938 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -38998.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39024.636719 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -39024.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39039.179688 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -39039.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39065.488281 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -39065.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39095.558594 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -39095.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39115.195312 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -39115.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39155.542969 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -39155.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39183.156250 Penalty: 2965.527344
	Iteration 13Q: 3 clusters Score -39183.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39199.375000 Penalty: 2965.527344
	Iteration 14Q: 3 clusters Score -39199.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39220.628906 Penalty: 2965.527344
	Iteration 15Q: 3 clusters Score -39220.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39286.968750 Penalty: 2965.527344
	Iteration 16Q: 3 clusters Score -39286.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39342.792969 Penalty: 2965.527344
	Iteration 17Q: 3 clusters Score -39342.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39376.675781 Penalty: 2965.527344
	Iteration 18Q: 3 clusters Score -39376.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39465.507812 Penalty: 2965.527344
	Iteration 19Q: 3 clusters Score -39465.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39502.238281 Penalty: 2965.527344
	Iteration 20F: 3 clusters Score -39502.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39505.140625 Penalty: 2965.527344
	Iteration 21Q: 3 clusters Score -39505.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39505.140625 Penalty: 2965.527344
	Iteration 22F: 3 clusters Score -39505.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Entering Unmasked Estep 
Score: -519613.468750 Penalty: 2076.927490
	Iteration 0F: 2 clusters Score -519613.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -515578.656250 Penalty: 4153.854980
	Iteration 0F: 3 clusters Score -515578.7 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -516632.718750 Penalty: 4153.854980
	Iteration 1F: 3 clusters Score -516632.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -516986.406250 Penalty: 4153.854980
	Iteration 2F: 3 clusters Score -516986.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -517284.343750 Penalty: 4153.854980
	Iteration 3F: 3 clusters Score -517284.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -517508.468750 Penalty: 4153.854980
	Iteration 4F: 3 clusters Score -517508.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -517704.406250 Penalty: 4153.854980
	Iteration 5F: 3 clusters Score -517704.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -517857.875000 Penalty: 4153.854980
	Iteration 6Q: 3 clusters Score -517857.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -517996.718750 Penalty: 4153.854980
	Iteration 7Q: 3 clusters Score -517996.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -518106.468750 Penalty: 4153.854980
	Iteration 8Q: 3 clusters Score -518106.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -518207.187500 Penalty: 4153.854980
	Iteration 9Q: 3 clusters Score -518207.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -518259.437500 Penalty: 4153.854980
	Iteration 10Q: 3 clusters Score -518259.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -518304.906250 Penalty: 4153.854980
	Iteration 11Q: 3 clusters Score -518304.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -518330.250000 Penalty: 4153.854980
	Iteration 12Q: 3 clusters Score -518330.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -518351.281250 Penalty: 4153.854980
	Iteration 13Q: 3 clusters Score -518351.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -518374.000000 Penalty: 4153.854980
	Iteration 14Q: 3 clusters Score -518374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -518384.062500 Penalty: 4153.854980
	Iteration 15Q: 3 clusters Score -518384.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -518389.718750 Penalty: 4153.854980
	Iteration 16Q: 3 clusters Score -518389.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -518392.562500 Penalty: 4153.854980
	Iteration 17Q: 3 clusters Score -518392.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -518396.250000 Penalty: 4153.854980
	Iteration 18Q: 3 clusters Score -518396.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -518396.843750 Penalty: 4153.854980
	Iteration 19Q: 3 clusters Score -518396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -518398.406250 Penalty: 4153.854980
	Iteration 20F: 3 clusters Score -518398.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -518399.031250 Penalty: 4153.854980
	Iteration 21Q: 3 clusters Score -518399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -518399.093750 Penalty: 4153.854980
	Iteration 22Q: 3 clusters Score -518399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -518399.093750 Penalty: 4153.854980
	Iteration 23Q: 3 clusters Score -518399.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -518399.093750 Penalty: 4153.854980
	Iteration 24F: 3 clusters Score -518399.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -48683.855469 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -48683.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47218.371094 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -47218.37 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47431.472656 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -47431.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47534.800781 Penalty: 3042.165527
	Iteration 2F: 3 clusters Score -47534.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47659.292969 Penalty: 3042.165527
	Iteration 3Q: 3 clusters Score -47659.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47807.789062 Penalty: 3042.165527
	Iteration 4Q: 3 clusters Score -47807.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48116.339844 Penalty: 3042.165527
	Iteration 5Q: 3 clusters Score -48116.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48200.898438 Penalty: 3042.165527
	Iteration 6Q: 3 clusters Score -48200.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48289.246094 Penalty: 3042.165527
	Iteration 7Q: 3 clusters Score -48289.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48344.746094 Penalty: 3042.165527
	Iteration 8Q: 3 clusters Score -48344.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48453.414062 Penalty: 3042.165527
	Iteration 9Q: 3 clusters Score -48453.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48629.074219 Penalty: 3042.165527
	Iteration 10Q: 3 clusters Score -48629.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48876.203125 Penalty: 3042.165527
	Iteration 11Q: 3 clusters Score -48876.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49011.246094 Penalty: 3042.165527
	Iteration 12Q: 3 clusters Score -49011.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49060.699219 Penalty: 3042.165527
	Iteration 13Q: 3 clusters Score -49060.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49103.144531 Penalty: 3042.165527
	Iteration 14Q: 3 clusters Score -49103.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49187.667969 Penalty: 3042.165527
	Iteration 15Q: 3 clusters Score -49187.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49187.667969 Penalty: 3042.165527
	Iteration 16F: 3 clusters Score -49187.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 148668 members 
Mstep: Class 3 contains 5375 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171654 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4336 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 5927 members 
Mstep: Class 10 contains 155233 members 
Mstep: Class 11 contains 72256 members 
Mstep: Class 12 contains 160257 members 
Mstep: Class 13 contains 8844 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147307 members 
Mstep: Class 16 contains 59881 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 35410 members 
Mstep: Class 19 contains 156927 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146438 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Mstep: Class 25 contains 204 members 
Entering Unmasked Estep 
Score: -161322736.000000 Penalty: 87239.546875
Splitting cluster 8 changes total score from -161323808.000000 to -161322736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Entering Unmasked Estep 
Score: -751196.500000 Penalty: 2154.443604
	Iteration 0F: 2 clusters Score -751196.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -746094.437500 Penalty: 4308.887207
	Iteration 0F: 3 clusters Score -746094.4 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -747225.062500 Penalty: 4308.887207
	Iteration 1F: 3 clusters Score -747225.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -747460.250000 Penalty: 4308.887207
	Iteration 2F: 3 clusters Score -747460.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -747639.187500 Penalty: 4308.887207
	Iteration 3F: 3 clusters Score -747639.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -747805.000000 Penalty: 4308.887207
	Iteration 4Q: 3 clusters Score -747805 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -747954.812500 Penalty: 4308.887207
	Iteration 5Q: 3 clusters Score -747954.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -748073.812500 Penalty: 4308.887207
	Iteration 6Q: 3 clusters Score -748073.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -748163.875000 Penalty: 4308.887207
	Iteration 7Q: 3 clusters Score -748163.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -748250.687500 Penalty: 4308.887207
	Iteration 8Q: 3 clusters Score -748250.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -748326.625000 Penalty: 4308.887207
	Iteration 9Q: 3 clusters Score -748326.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -748412.625000 Penalty: 4308.887207
	Iteration 10Q: 3 clusters Score -748412.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -748534.375000 Penalty: 4308.887207
	Iteration 11Q: 3 clusters Score -748534.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -748660.625000 Penalty: 4308.887207
	Iteration 12Q: 3 clusters Score -748660.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -748767.687500 Penalty: 4308.887207
	Iteration 13Q: 3 clusters Score -748767.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -748877.125000 Penalty: 4308.887207
	Iteration 14Q: 3 clusters Score -748877.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -748988.500000 Penalty: 4308.887207
	Iteration 15Q: 3 clusters Score -748988.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -749097.812500 Penalty: 4308.887207
	Iteration 16Q: 3 clusters Score -749097.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -749210.312500 Penalty: 4308.887207
	Iteration 17Q: 3 clusters Score -749210.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -749306.062500 Penalty: 4308.887207
	Iteration 18Q: 3 clusters Score -749306.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -749396.437500 Penalty: 4308.887207
	Iteration 19Q: 3 clusters Score -749396.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -749455.812500 Penalty: 4308.887207
	Iteration 20F: 3 clusters Score -749455.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -749498.500000 Penalty: 4308.887207
	Iteration 21Q: 3 clusters Score -749498.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -749535.187500 Penalty: 4308.887207
	Iteration 22Q: 3 clusters Score -749535.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -749566.375000 Penalty: 4308.887207
	Iteration 23Q: 3 clusters Score -749566.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -749585.500000 Penalty: 4308.887207
	Iteration 24Q: 3 clusters Score -749585.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -749598.312500 Penalty: 4308.887207
	Iteration 25Q: 3 clusters Score -749598.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -749607.937500 Penalty: 4308.887207
	Iteration 26Q: 3 clusters Score -749607.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -749617.000000 Penalty: 4308.887207
	Iteration 27Q: 3 clusters Score -749617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -749619.500000 Penalty: 4308.887207
	Iteration 28Q: 3 clusters Score -749619.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -749626.687500 Penalty: 4308.887207
	Iteration 29Q: 3 clusters Score -749626.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -749628.250000 Penalty: 4308.887207
	Iteration 30Q: 3 clusters Score -749628.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -749632.437500 Penalty: 4308.887207
	Iteration 31Q: 3 clusters Score -749632.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -749635.937500 Penalty: 4308.887207
	Iteration 32Q: 3 clusters Score -749635.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -749637.937500 Penalty: 4308.887207
	Iteration 33Q: 3 clusters Score -749637.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -749639.187500 Penalty: 4308.887207
	Iteration 34Q: 3 clusters Score -749639.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -749642.312500 Penalty: 4308.887207
	Iteration 35Q: 3 clusters Score -749642.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -749644.625000 Penalty: 4308.887207
	Iteration 36Q: 3 clusters Score -749644.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -749648.562500 Penalty: 4308.887207
	Iteration 37Q: 3 clusters Score -749648.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -749651.125000 Penalty: 4308.887207
	Iteration 38Q: 3 clusters Score -749651.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -749653.125000 Penalty: 4308.887207
	Iteration 39Q: 3 clusters Score -749653.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -749657.000000 Penalty: 4308.887207
	Iteration 40F: 3 clusters Score -749657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -749656.625000 Penalty: 4308.887207
	Iteration 41Q: 3 clusters Score -749656.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -749658.187500 Penalty: 4308.887207
	Iteration 42Q: 3 clusters Score -749658.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -749660.062500 Penalty: 4308.887207
	Iteration 43Q: 3 clusters Score -749660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -749661.937500 Penalty: 4308.887207
	Iteration 44Q: 3 clusters Score -749661.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -749662.125000 Penalty: 4308.887207
	Iteration 45Q: 3 clusters Score -749662.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -749664.562500 Penalty: 4308.887207
	Iteration 46Q: 3 clusters Score -749664.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -749663.500000 Penalty: 4308.887207
	Iteration 47Q: 3 clusters Score -749663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -749663.937500 Penalty: 4308.887207
	Iteration 48Q: 3 clusters Score -749663.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -749663.937500 Penalty: 4308.887207
	Iteration 49F: 3 clusters Score -749663.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (155233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155233 members 
Entering Unmasked Estep 
Score: -19908758.000000 Penalty: 2964.265137
	Iteration 0F: 2 clusters Score -1.990876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77733 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -19807222.000000 Penalty: 5928.530273
	Iteration 0F: 3 clusters Score -1.980722e+07 nChanged 74087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 75867 members 
Entering Unmasked Estep 
Score: -19850526.000000 Penalty: 5928.530273
	Iteration 1F: 3 clusters Score -1.985053e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80309 members 
Mstep: Class 2 contains 74924 members 
Entering Unmasked Estep 
Score: -19851480.000000 Penalty: 5928.530273
	Iteration 2Q: 3 clusters Score -1.985148e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81639 members 
Mstep: Class 2 contains 73594 members 
Entering Unmasked Estep 
Score: -19852516.000000 Penalty: 5928.530273
	Iteration 3Q: 3 clusters Score -1.985252e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83610 members 
Mstep: Class 2 contains 71623 members 
Entering Unmasked Estep 
Score: -19853788.000000 Penalty: 5928.530273
	Iteration 4Q: 3 clusters Score -1.985379e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86309 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -19855542.000000 Penalty: 5928.530273
	Iteration 5Q: 3 clusters Score -1.985554e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 65268 members 
Entering Unmasked Estep 
Score: -19858182.000000 Penalty: 5928.530273
	Iteration 6Q: 3 clusters Score -1.985818e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95015 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -19862190.000000 Penalty: 5928.530273
	Iteration 7Q: 3 clusters Score -1.986219e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101396 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -19868138.000000 Penalty: 5928.530273
	Iteration 8F: 3 clusters Score -1.986814e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108579 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -19875538.000000 Penalty: 5928.530273
	Iteration 9F: 3 clusters Score -1.987554e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115466 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -19882880.000000 Penalty: 5928.530273
	Iteration 10F: 3 clusters Score -1.988288e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121110 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -19888432.000000 Penalty: 5928.530273
	Iteration 11F: 3 clusters Score -1.988843e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125628 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -19892392.000000 Penalty: 5928.530273
	Iteration 12Q: 3 clusters Score -1.989239e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129215 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -19894958.000000 Penalty: 5928.530273
	Iteration 13Q: 3 clusters Score -1.989496e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132423 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -19896930.000000 Penalty: 5928.530273
	Iteration 14Q: 3 clusters Score -1.989693e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135355 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -19898652.000000 Penalty: 5928.530273
	Iteration 15Q: 3 clusters Score -1.989865e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138176 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -19900206.000000 Penalty: 5928.530273
	Iteration 16Q: 3 clusters Score -1.990021e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140799 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -19901464.000000 Penalty: 5928.530273
	Iteration 17Q: 3 clusters Score -1.990146e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143202 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -19902644.000000 Penalty: 5928.530273
	Iteration 18Q: 3 clusters Score -1.990264e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145377 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -19903710.000000 Penalty: 5928.530273
	Iteration 19Q: 3 clusters Score -1.990371e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147183 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -19904486.000000 Penalty: 5928.530273
	Iteration 20F: 3 clusters Score -1.990449e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148577 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -19904944.000000 Penalty: 5928.530273
	Iteration 21Q: 3 clusters Score -1.990494e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149646 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -19905306.000000 Penalty: 5928.530273
	Iteration 22Q: 3 clusters Score -1.990531e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150525 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -19905622.000000 Penalty: 5928.530273
	Iteration 23Q: 3 clusters Score -1.990562e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151239 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -19905816.000000 Penalty: 5928.530273
	Iteration 24Q: 3 clusters Score -1.990582e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151779 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -19905990.000000 Penalty: 5928.530273
	Iteration 25Q: 3 clusters Score -1.990599e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152194 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -19906148.000000 Penalty: 5928.530273
	Iteration 26Q: 3 clusters Score -1.990615e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152546 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -19906190.000000 Penalty: 5928.530273
	Iteration 27Q: 3 clusters Score -1.990619e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152824 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -19906262.000000 Penalty: 5928.530273
	Iteration 28Q: 3 clusters Score -1.990626e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153036 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -19906308.000000 Penalty: 5928.530273
	Iteration 29Q: 3 clusters Score -1.990631e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153193 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -19906328.000000 Penalty: 5928.530273
	Iteration 30Q: 3 clusters Score -1.990633e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153297 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -19906354.000000 Penalty: 5928.530273
	Iteration 31Q: 3 clusters Score -1.990635e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153394 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -19906390.000000 Penalty: 5928.530273
	Iteration 32Q: 3 clusters Score -1.990639e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153469 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -19906420.000000 Penalty: 5928.530273
	Iteration 33Q: 3 clusters Score -1.990642e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153548 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -19906438.000000 Penalty: 5928.530273
	Iteration 34Q: 3 clusters Score -1.990644e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153605 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -19906436.000000 Penalty: 5928.530273
	Iteration 35Q: 3 clusters Score -1.990644e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153649 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -19906452.000000 Penalty: 5928.530273
	Iteration 36Q: 3 clusters Score -1.990645e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153692 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -19906474.000000 Penalty: 5928.530273
	Iteration 37Q: 3 clusters Score -1.990647e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153720 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -19906510.000000 Penalty: 5928.530273
	Iteration 38Q: 3 clusters Score -1.990651e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153745 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -19906518.000000 Penalty: 5928.530273
	Iteration 39Q: 3 clusters Score -1.990652e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153767 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -19906512.000000 Penalty: 5928.530273
	Iteration 40F: 3 clusters Score -1.990651e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153786 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -19906504.000000 Penalty: 5928.530273
	Iteration 41Q: 3 clusters Score -1.99065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153796 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -19906514.000000 Penalty: 5928.530273
	Iteration 42Q: 3 clusters Score -1.990651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153803 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -19906526.000000 Penalty: 5928.530273
	Iteration 43Q: 3 clusters Score -1.990653e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153815 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -19906532.000000 Penalty: 5928.530273
	Iteration 44Q: 3 clusters Score -1.990653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153820 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -19906512.000000 Penalty: 5928.530273
	Iteration 45Q: 3 clusters Score -1.990651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153823 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -19906522.000000 Penalty: 5928.530273
	Iteration 46Q: 3 clusters Score -1.990652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153828 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -19906522.000000 Penalty: 5928.530273
	Iteration 47Q: 3 clusters Score -1.990652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153832 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -19906516.000000 Penalty: 5928.530273
	Iteration 48Q: 3 clusters Score -1.990652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153835 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -19906526.000000 Penalty: 5928.530273
	Iteration 49Q: 3 clusters Score -1.990653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153848 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -19906548.000000 Penalty: 5928.530273
	Iteration 50Q: 3 clusters Score -1.990655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153859 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -19906540.000000 Penalty: 5928.530273
	Iteration 51Q: 3 clusters Score -1.990654e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153874 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -19906552.000000 Penalty: 5928.530273
	Iteration 52Q: 3 clusters Score -1.990655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153898 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -19906568.000000 Penalty: 5928.530273
	Iteration 53Q: 3 clusters Score -1.990657e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153917 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -19906572.000000 Penalty: 5928.530273
	Iteration 54Q: 3 clusters Score -1.990657e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153935 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -19906586.000000 Penalty: 5928.530273
	Iteration 55Q: 3 clusters Score -1.990659e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153947 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -19906596.000000 Penalty: 5928.530273
	Iteration 56Q: 3 clusters Score -1.99066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153957 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -19906584.000000 Penalty: 5928.530273
	Iteration 57Q: 3 clusters Score -1.990658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153960 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -19906582.000000 Penalty: 5928.530273
	Iteration 58Q: 3 clusters Score -1.990658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153963 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -19906568.000000 Penalty: 5928.530273
	Iteration 59Q: 3 clusters Score -1.990657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153968 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -19906574.000000 Penalty: 5928.530273
	Iteration 60F: 3 clusters Score -1.990657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153975 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -19906574.000000 Penalty: 5928.530273
	Iteration 61Q: 3 clusters Score -1.990657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153979 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -19906570.000000 Penalty: 5928.530273
	Iteration 62Q: 3 clusters Score -1.990657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153984 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -19906570.000000 Penalty: 5928.530273
	Iteration 63Q: 3 clusters Score -1.990657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153991 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -19906572.000000 Penalty: 5928.530273
	Iteration 64Q: 3 clusters Score -1.990657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154002 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -19906580.000000 Penalty: 5928.530273
	Iteration 65Q: 3 clusters Score -1.990658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154009 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -19906580.000000 Penalty: 5928.530273
	Iteration 66Q: 3 clusters Score -1.990658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154013 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -19906580.000000 Penalty: 5928.530273
	Iteration 67Q: 3 clusters Score -1.990658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154016 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -19906578.000000 Penalty: 5928.530273
	Iteration 68Q: 3 clusters Score -1.990658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154017 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -19906596.000000 Penalty: 5928.530273
	Iteration 69Q: 3 clusters Score -1.99066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154018 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -19906582.000000 Penalty: 5928.530273
	Iteration 70Q: 3 clusters Score -1.990658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154018 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -19906598.000000 Penalty: 5928.530273
	Iteration 71Q: 3 clusters Score -1.99066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154024 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -19906596.000000 Penalty: 5928.530273
	Iteration 72Q: 3 clusters Score -1.99066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154029 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -19906588.000000 Penalty: 5928.530273
	Iteration 73Q: 3 clusters Score -1.990659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154032 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -19906602.000000 Penalty: 5928.530273
	Iteration 74Q: 3 clusters Score -1.99066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154036 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -19906600.000000 Penalty: 5928.530273
	Iteration 75Q: 3 clusters Score -1.99066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154038 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -19906580.000000 Penalty: 5928.530273
	Iteration 76Q: 3 clusters Score -1.990658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154040 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -19906602.000000 Penalty: 5928.530273
	Iteration 77Q: 3 clusters Score -1.99066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154045 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -19906592.000000 Penalty: 5928.530273
	Iteration 78Q: 3 clusters Score -1.990659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154048 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -19906590.000000 Penalty: 5928.530273
	Iteration 79Q: 3 clusters Score -1.990659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154048 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -19906590.000000 Penalty: 5928.530273
	Iteration 80F: 3 clusters Score -1.990659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (72256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Entering Unmasked Estep 
Score: -9165272.000000 Penalty: 2774.616943
	Iteration 0F: 2 clusters Score -9165272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -9116793.000000 Penalty: 5549.233887
	Iteration 0F: 3 clusters Score -9116793 nChanged 33697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -9136178.000000 Penalty: 5549.233887
	Iteration 1F: 3 clusters Score -9136178 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -9137224.000000 Penalty: 5549.233887
	Iteration 2Q: 3 clusters Score -9137224 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -9138657.000000 Penalty: 5549.233887
	Iteration 3Q: 3 clusters Score -9138657 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -9140294.000000 Penalty: 5549.233887
	Iteration 4Q: 3 clusters Score -9140294 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -9141945.000000 Penalty: 5549.233887
	Iteration 5Q: 3 clusters Score -9141945 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -9143470.000000 Penalty: 5549.233887
	Iteration 6Q: 3 clusters Score -9143470 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -9144894.000000 Penalty: 5549.233887
	Iteration 7Q: 3 clusters Score -9144894 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -9146297.000000 Penalty: 5549.233887
	Iteration 8Q: 3 clusters Score -9146297 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -9147714.000000 Penalty: 5549.233887
	Iteration 9Q: 3 clusters Score -9147714 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -9148931.000000 Penalty: 5549.233887
	Iteration 10Q: 3 clusters Score -9148931 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -9150131.000000 Penalty: 5549.233887
	Iteration 11Q: 3 clusters Score -9150131 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -9151087.000000 Penalty: 5549.233887
	Iteration 12Q: 3 clusters Score -9151087 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -9151892.000000 Penalty: 5549.233887
	Iteration 13Q: 3 clusters Score -9151892 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -9152506.000000 Penalty: 5549.233887
	Iteration 14Q: 3 clusters Score -9152506 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -9152983.000000 Penalty: 5549.233887
	Iteration 15Q: 3 clusters Score -9152983 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -9153368.000000 Penalty: 5549.233887
	Iteration 16Q: 3 clusters Score -9153368 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -9153672.000000 Penalty: 5549.233887
	Iteration 17Q: 3 clusters Score -9153672 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -9154018.000000 Penalty: 5549.233887
	Iteration 18Q: 3 clusters Score -9154018 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -9154368.000000 Penalty: 5549.233887
	Iteration 19Q: 3 clusters Score -9154368 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -9154730.000000 Penalty: 5549.233887
	Iteration 20F: 3 clusters Score -9154730 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -9155106.000000 Penalty: 5549.233887
	Iteration 21Q: 3 clusters Score -9155106 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -9155559.000000 Penalty: 5549.233887
	Iteration 22Q: 3 clusters Score -9155559 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -9155879.000000 Penalty: 5549.233887
	Iteration 23Q: 3 clusters Score -9155879 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -9156259.000000 Penalty: 5549.233887
	Iteration 24Q: 3 clusters Score -9156259 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -9156664.000000 Penalty: 5549.233887
	Iteration 25Q: 3 clusters Score -9156664 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -9157064.000000 Penalty: 5549.233887
	Iteration 26Q: 3 clusters Score -9157064 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -9157449.000000 Penalty: 5549.233887
	Iteration 27Q: 3 clusters Score -9157449 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -9157745.000000 Penalty: 5549.233887
	Iteration 28Q: 3 clusters Score -9157745 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -9157987.000000 Penalty: 5549.233887
	Iteration 29Q: 3 clusters Score -9157987 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -9158258.000000 Penalty: 5549.233887
	Iteration 30Q: 3 clusters Score -9158258 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -9158420.000000 Penalty: 5549.233887
	Iteration 31Q: 3 clusters Score -9158420 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -9158423.000000 Penalty: 5549.233887
	Iteration 32Q: 3 clusters Score -9158423 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -9158511.000000 Penalty: 5549.233887
	Iteration 33Q: 3 clusters Score -9158511 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -9158589.000000 Penalty: 5549.233887
	Iteration 34Q: 3 clusters Score -9158589 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -9158634.000000 Penalty: 5549.233887
	Iteration 35Q: 3 clusters Score -9158634 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -9158689.000000 Penalty: 5549.233887
	Iteration 36Q: 3 clusters Score -9158689 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -9158725.000000 Penalty: 5549.233887
	Iteration 37Q: 3 clusters Score -9158725 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -9158724.000000 Penalty: 5549.233887
	Iteration 38Q: 3 clusters Score -9158724 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -9158759.000000 Penalty: 5549.233887
	Iteration 39Q: 3 clusters Score -9158759 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -9158758.000000 Penalty: 5549.233887
	Iteration 40F: 3 clusters Score -9158758 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -9158764.000000 Penalty: 5549.233887
	Iteration 41Q: 3 clusters Score -9158764 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -9158747.000000 Penalty: 5549.233887
	Iteration 42Q: 3 clusters Score -9158747 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -9158762.000000 Penalty: 5549.233887
	Iteration 43Q: 3 clusters Score -9158762 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -9158774.000000 Penalty: 5549.233887
	Iteration 44Q: 3 clusters Score -9158774 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -9158812.000000 Penalty: 5549.233887
	Iteration 45Q: 3 clusters Score -9158812 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -9158822.000000 Penalty: 5549.233887
	Iteration 46Q: 3 clusters Score -9158822 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -9158836.000000 Penalty: 5549.233887
	Iteration 47Q: 3 clusters Score -9158836 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -9158830.000000 Penalty: 5549.233887
	Iteration 48Q: 3 clusters Score -9158830 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -9158825.000000 Penalty: 5549.233887
	Iteration 49Q: 3 clusters Score -9158825 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -9158824.000000 Penalty: 5549.233887
	Iteration 50Q: 3 clusters Score -9158824 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -9158840.000000 Penalty: 5549.233887
	Iteration 51Q: 3 clusters Score -9158840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -9158843.000000 Penalty: 5549.233887
	Iteration 52Q: 3 clusters Score -9158843 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -9158851.000000 Penalty: 5549.233887
	Iteration 53Q: 3 clusters Score -9158851 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -9158864.000000 Penalty: 5549.233887
	Iteration 54Q: 3 clusters Score -9158864 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -9158864.000000 Penalty: 5549.233887
	Iteration 55Q: 3 clusters Score -9158864 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -9158853.000000 Penalty: 5549.233887
	Iteration 56Q: 3 clusters Score -9158853 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -9158892.000000 Penalty: 5549.233887
	Iteration 57Q: 3 clusters Score -9158892 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -9158895.000000 Penalty: 5549.233887
	Iteration 58Q: 3 clusters Score -9158895 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -9158872.000000 Penalty: 5549.233887
	Iteration 59Q: 3 clusters Score -9158872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -9158876.000000 Penalty: 5549.233887
	Iteration 60F: 3 clusters Score -9158876 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -9158867.000000 Penalty: 5549.233887
	Iteration 61Q: 3 clusters Score -9158867 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -9158857.000000 Penalty: 5549.233887
	Iteration 62Q: 3 clusters Score -9158857 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -9158873.000000 Penalty: 5549.233887
	Iteration 63Q: 3 clusters Score -9158873 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -9158874.000000 Penalty: 5549.233887
	Iteration 64Q: 3 clusters Score -9158874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -9158871.000000 Penalty: 5549.233887
	Iteration 65Q: 3 clusters Score -9158871 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -9158886.000000 Penalty: 5549.233887
	Iteration 66Q: 3 clusters Score -9158886 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -9158904.000000 Penalty: 5549.233887
	Iteration 67Q: 3 clusters Score -9158904 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -9158908.000000 Penalty: 5549.233887
	Iteration 68Q: 3 clusters Score -9158908 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -9158897.000000 Penalty: 5549.233887
	Iteration 69Q: 3 clusters Score -9158897 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -9158898.000000 Penalty: 5549.233887
	Iteration 70Q: 3 clusters Score -9158898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -9158908.000000 Penalty: 5549.233887
	Iteration 71Q: 3 clusters Score -9158908 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -9158906.000000 Penalty: 5549.233887
	Iteration 72Q: 3 clusters Score -9158906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -9158920.000000 Penalty: 5549.233887
	Iteration 73Q: 3 clusters Score -9158920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -9158946.000000 Penalty: 5549.233887
	Iteration 74Q: 3 clusters Score -9158946 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -9158964.000000 Penalty: 5549.233887
	Iteration 75Q: 3 clusters Score -9158964 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -9158977.000000 Penalty: 5549.233887
	Iteration 76Q: 3 clusters Score -9158977 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -9158994.000000 Penalty: 5549.233887
	Iteration 77Q: 3 clusters Score -9158994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -9158999.000000 Penalty: 5549.233887
	Iteration 78Q: 3 clusters Score -9158999 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -9158992.000000 Penalty: 5549.233887
	Iteration 79Q: 3 clusters Score -9158992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -9158985.000000 Penalty: 5549.233887
	Iteration 80F: 3 clusters Score -9158985 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -9158992.000000 Penalty: 5549.233887
	Iteration 81Q: 3 clusters Score -9158992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -9158981.000000 Penalty: 5549.233887
	Iteration 82Q: 3 clusters Score -9158981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -9158986.000000 Penalty: 5549.233887
	Iteration 83Q: 3 clusters Score -9158986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -9159005.000000 Penalty: 5549.233887
	Iteration 84Q: 3 clusters Score -9159005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -9159005.000000 Penalty: 5549.233887
	Iteration 85Q: 3 clusters Score -9159005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -9159005.000000 Penalty: 5549.233887
	Iteration 86Q: 3 clusters Score -9159005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -9159002.000000 Penalty: 5549.233887
	Iteration 87Q: 3 clusters Score -9159002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -9159006.000000 Penalty: 5549.233887
	Iteration 88Q: 3 clusters Score -9159006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -9159011.000000 Penalty: 5549.233887
	Iteration 89Q: 3 clusters Score -9159011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -9159003.000000 Penalty: 5549.233887
	Iteration 90Q: 3 clusters Score -9159003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -9159007.000000 Penalty: 5549.233887
	Iteration 91Q: 3 clusters Score -9159007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -9158992.000000 Penalty: 5549.233887
	Iteration 92Q: 3 clusters Score -9158992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -9158996.000000 Penalty: 5549.233887
	Iteration 93Q: 3 clusters Score -9158996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -9158988.000000 Penalty: 5549.233887
	Iteration 94Q: 3 clusters Score -9158988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -9158992.000000 Penalty: 5549.233887
	Iteration 95Q: 3 clusters Score -9158992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -9158988.000000 Penalty: 5549.233887
	Iteration 96Q: 3 clusters Score -9158988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -9158983.000000 Penalty: 5549.233887
	Iteration 97Q: 3 clusters Score -9158983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -9158993.000000 Penalty: 5549.233887
	Iteration 98Q: 3 clusters Score -9158993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -9158996.000000 Penalty: 5549.233887
	Iteration 99Q: 3 clusters Score -9158996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -9158990.000000 Penalty: 5549.233887
	Iteration 100F: 3 clusters Score -9158990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -9158987.000000 Penalty: 5549.233887
	Iteration 101Q: 3 clusters Score -9158987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -9158977.000000 Penalty: 5549.233887
	Iteration 102Q: 3 clusters Score -9158977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -9158982.000000 Penalty: 5549.233887
	Iteration 103Q: 3 clusters Score -9158982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -9158986.000000 Penalty: 5549.233887
	Iteration 104Q: 3 clusters Score -9158986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -9158995.000000 Penalty: 5549.233887
	Iteration 105Q: 3 clusters Score -9158995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -9158997.000000 Penalty: 5549.233887
	Iteration 106Q: 3 clusters Score -9158997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -9158985.000000 Penalty: 5549.233887
	Iteration 107Q: 3 clusters Score -9158985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -9158992.000000 Penalty: 5549.233887
	Iteration 108Q: 3 clusters Score -9158992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -9158978.000000 Penalty: 5549.233887
	Iteration 109Q: 3 clusters Score -9158978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -9158975.000000 Penalty: 5549.233887
	Iteration 110Q: 3 clusters Score -9158975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -9158981.000000 Penalty: 5549.233887
	Iteration 111Q: 3 clusters Score -9158981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -9158977.000000 Penalty: 5549.233887
	Iteration 112Q: 3 clusters Score -9158977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -9158971.000000 Penalty: 5549.233887
	Iteration 113Q: 3 clusters Score -9158971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -9158975.000000 Penalty: 5549.233887
	Iteration 114Q: 3 clusters Score -9158975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -9158984.000000 Penalty: 5549.233887
	Iteration 115Q: 3 clusters Score -9158984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -9158991.000000 Penalty: 5549.233887
	Iteration 116Q: 3 clusters Score -9158991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -9158995.000000 Penalty: 5549.233887
	Iteration 117Q: 3 clusters Score -9158995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -9158978.000000 Penalty: 5549.233887
	Iteration 118Q: 3 clusters Score -9158978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -9158991.000000 Penalty: 5549.233887
	Iteration 119Q: 3 clusters Score -9158991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -9158984.000000 Penalty: 5549.233887
	Iteration 120F: 3 clusters Score -9158984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -9158990.000000 Penalty: 5549.233887
	Iteration 121Q: 3 clusters Score -9158990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -9158985.000000 Penalty: 5549.233887
	Iteration 122Q: 3 clusters Score -9158985 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -9158990.000000 Penalty: 5549.233887
	Iteration 123Q: 3 clusters Score -9158990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -9158983.000000 Penalty: 5549.233887
	Iteration 124Q: 3 clusters Score -9158983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -9158989.000000 Penalty: 5549.233887
	Iteration 125Q: 3 clusters Score -9158989 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -9158988.000000 Penalty: 5549.233887
	Iteration 126Q: 3 clusters Score -9158988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -9158990.000000 Penalty: 5549.233887
	Iteration 127Q: 3 clusters Score -9158990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -9158998.000000 Penalty: 5549.233887
	Iteration 128Q: 3 clusters Score -9158998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -9158990.000000 Penalty: 5549.233887
	Iteration 129Q: 3 clusters Score -9158990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -9158988.000000 Penalty: 5549.233887
	Iteration 130Q: 3 clusters Score -9158988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -9158984.000000 Penalty: 5549.233887
	Iteration 131Q: 3 clusters Score -9158984 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -9158990.000000 Penalty: 5549.233887
	Iteration 132Q: 3 clusters Score -9158990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -9159002.000000 Penalty: 5549.233887
	Iteration 133Q: 3 clusters Score -9159002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -9158994.000000 Penalty: 5549.233887
	Iteration 134Q: 3 clusters Score -9158994 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -9159000.000000 Penalty: 5549.233887
	Iteration 135Q: 3 clusters Score -9159000 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -9158996.000000 Penalty: 5549.233887
	Iteration 136Q: 3 clusters Score -9158996 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -9158976.000000 Penalty: 5549.233887
	Iteration 137Q: 3 clusters Score -9158976 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -9159001.000000 Penalty: 5549.233887
	Iteration 138Q: 3 clusters Score -9159001 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -9159006.000000 Penalty: 5549.233887
	Iteration 139Q: 3 clusters Score -9159006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -9159014.000000 Penalty: 5549.233887
	Iteration 140F: 3 clusters Score -9159014 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -9159027.000000 Penalty: 5549.233887
	Iteration 141Q: 3 clusters Score -9159027 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -9159031.000000 Penalty: 5549.233887
	Iteration 142Q: 3 clusters Score -9159031 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -9159037.000000 Penalty: 5549.233887
	Iteration 143Q: 3 clusters Score -9159037 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -9159031.000000 Penalty: 5549.233887
	Iteration 144Q: 3 clusters Score -9159031 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -9159038.000000 Penalty: 5549.233887
	Iteration 145Q: 3 clusters Score -9159038 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -9159039.000000 Penalty: 5549.233887
	Iteration 146Q: 3 clusters Score -9159039 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -9159043.000000 Penalty: 5549.233887
	Iteration 147Q: 3 clusters Score -9159043 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -9159046.000000 Penalty: 5549.233887
	Iteration 148Q: 3 clusters Score -9159046 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -9159060.000000 Penalty: 5549.233887
	Iteration 149Q: 3 clusters Score -9159060 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -9159042.000000 Penalty: 5549.233887
	Iteration 150Q: 3 clusters Score -9159042 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -9159064.000000 Penalty: 5549.233887
	Iteration 151Q: 3 clusters Score -9159064 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -9159070.000000 Penalty: 5549.233887
	Iteration 152Q: 3 clusters Score -9159070 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -9159103.000000 Penalty: 5549.233887
	Iteration 153Q: 3 clusters Score -9159103 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -9159099.000000 Penalty: 5549.233887
	Iteration 154Q: 3 clusters Score -9159099 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -9159089.000000 Penalty: 5549.233887
	Iteration 155Q: 3 clusters Score -9159089 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -9159096.000000 Penalty: 5549.233887
	Iteration 156Q: 3 clusters Score -9159096 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -9159114.000000 Penalty: 5549.233887
	Iteration 157Q: 3 clusters Score -9159114 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -9159135.000000 Penalty: 5549.233887
	Iteration 158Q: 3 clusters Score -9159135 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -9159185.000000 Penalty: 5549.233887
	Iteration 159Q: 3 clusters Score -9159185 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -9159191.000000 Penalty: 5549.233887
	Iteration 160F: 3 clusters Score -9159191 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -9159170.000000 Penalty: 5549.233887
	Iteration 161Q: 3 clusters Score -9159170 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -9159188.000000 Penalty: 5549.233887
	Iteration 162Q: 3 clusters Score -9159188 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -9159213.000000 Penalty: 5549.233887
	Iteration 163Q: 3 clusters Score -9159213 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -9159244.000000 Penalty: 5549.233887
	Iteration 164Q: 3 clusters Score -9159244 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -9159257.000000 Penalty: 5549.233887
	Iteration 165Q: 3 clusters Score -9159257 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -9159258.000000 Penalty: 5549.233887
	Iteration 166Q: 3 clusters Score -9159258 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -9159239.000000 Penalty: 5549.233887
	Iteration 167Q: 3 clusters Score -9159239 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -9159269.000000 Penalty: 5549.233887
	Iteration 168Q: 3 clusters Score -9159269 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -9159245.000000 Penalty: 5549.233887
	Iteration 169Q: 3 clusters Score -9159245 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -9159298.000000 Penalty: 5549.233887
	Iteration 170Q: 3 clusters Score -9159298 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -9159291.000000 Penalty: 5549.233887
	Iteration 171Q: 3 clusters Score -9159291 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -9159305.000000 Penalty: 5549.233887
	Iteration 172Q: 3 clusters Score -9159305 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -9159306.000000 Penalty: 5549.233887
	Iteration 173Q: 3 clusters Score -9159306 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -9159327.000000 Penalty: 5549.233887
	Iteration 174Q: 3 clusters Score -9159327 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -9159347.000000 Penalty: 5549.233887
	Iteration 175Q: 3 clusters Score -9159347 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -9159352.000000 Penalty: 5549.233887
	Iteration 176Q: 3 clusters Score -9159352 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -9159359.000000 Penalty: 5549.233887
	Iteration 177Q: 3 clusters Score -9159359 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -9159383.000000 Penalty: 5549.233887
	Iteration 178Q: 3 clusters Score -9159383 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -9159405.000000 Penalty: 5549.233887
	Iteration 179Q: 3 clusters Score -9159405 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -9159424.000000 Penalty: 5549.233887
	Iteration 180F: 3 clusters Score -9159424 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -9159427.000000 Penalty: 5549.233887
	Iteration 181Q: 3 clusters Score -9159427 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -9159464.000000 Penalty: 5549.233887
	Iteration 182Q: 3 clusters Score -9159464 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -9159475.000000 Penalty: 5549.233887
	Iteration 183Q: 3 clusters Score -9159475 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -9159452.000000 Penalty: 5549.233887
	Iteration 184Q: 3 clusters Score -9159452 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -9159454.000000 Penalty: 5549.233887
	Iteration 185Q: 3 clusters Score -9159454 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -9159470.000000 Penalty: 5549.233887
	Iteration 186Q: 3 clusters Score -9159470 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -9159467.000000 Penalty: 5549.233887
	Iteration 187Q: 3 clusters Score -9159467 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -9159502.000000 Penalty: 5549.233887
	Iteration 188Q: 3 clusters Score -9159502 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -9159529.000000 Penalty: 5549.233887
	Iteration 189Q: 3 clusters Score -9159529 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -9159535.000000 Penalty: 5549.233887
	Iteration 190Q: 3 clusters Score -9159535 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -9159550.000000 Penalty: 5549.233887
	Iteration 191Q: 3 clusters Score -9159550 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -9159579.000000 Penalty: 5549.233887
	Iteration 192Q: 3 clusters Score -9159579 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -9159595.000000 Penalty: 5549.233887
	Iteration 193Q: 3 clusters Score -9159595 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -9159626.000000 Penalty: 5549.233887
	Iteration 194Q: 3 clusters Score -9159626 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -9159649.000000 Penalty: 5549.233887
	Iteration 195Q: 3 clusters Score -9159649 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -9159654.000000 Penalty: 5549.233887
	Iteration 196Q: 3 clusters Score -9159654 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -9159704.000000 Penalty: 5549.233887
	Iteration 197Q: 3 clusters Score -9159704 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -9159736.000000 Penalty: 5549.233887
	Iteration 198Q: 3 clusters Score -9159736 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -9159724.000000 Penalty: 5549.233887
	Iteration 199Q: 3 clusters Score -9159724 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -9159758.000000 Penalty: 5549.233887
	Iteration 200F: 3 clusters Score -9159758 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -9159765.000000 Penalty: 5549.233887
	Iteration 201Q: 3 clusters Score -9159765 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -9159776.000000 Penalty: 5549.233887
	Iteration 202Q: 3 clusters Score -9159776 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -9159785.000000 Penalty: 5549.233887
	Iteration 203Q: 3 clusters Score -9159785 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -9159809.000000 Penalty: 5549.233887
	Iteration 204Q: 3 clusters Score -9159809 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -9159833.000000 Penalty: 5549.233887
	Iteration 205Q: 3 clusters Score -9159833 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -9159828.000000 Penalty: 5549.233887
	Iteration 206Q: 3 clusters Score -9159828 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -9159839.000000 Penalty: 5549.233887
	Iteration 207Q: 3 clusters Score -9159839 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -9159846.000000 Penalty: 5549.233887
	Iteration 208Q: 3 clusters Score -9159846 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -9159856.000000 Penalty: 5549.233887
	Iteration 209Q: 3 clusters Score -9159856 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -9159872.000000 Penalty: 5549.233887
	Iteration 210Q: 3 clusters Score -9159872 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -9159866.000000 Penalty: 5549.233887
	Iteration 211Q: 3 clusters Score -9159866 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -9159851.000000 Penalty: 5549.233887
	Iteration 212Q: 3 clusters Score -9159851 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -9159850.000000 Penalty: 5549.233887
	Iteration 213Q: 3 clusters Score -9159850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -9159868.000000 Penalty: 5549.233887
	Iteration 214Q: 3 clusters Score -9159868 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -9159887.000000 Penalty: 5549.233887
	Iteration 215Q: 3 clusters Score -9159887 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -9159899.000000 Penalty: 5549.233887
	Iteration 216Q: 3 clusters Score -9159899 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -9159895.000000 Penalty: 5549.233887
	Iteration 217Q: 3 clusters Score -9159895 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -9159902.000000 Penalty: 5549.233887
	Iteration 218Q: 3 clusters Score -9159902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -9159913.000000 Penalty: 5549.233887
	Iteration 219Q: 3 clusters Score -9159913 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -9159887.000000 Penalty: 5549.233887
	Iteration 220F: 3 clusters Score -9159887 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -9159881.000000 Penalty: 5549.233887
	Iteration 221Q: 3 clusters Score -9159881 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -9159871.000000 Penalty: 5549.233887
	Iteration 222Q: 3 clusters Score -9159871 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -9159874.000000 Penalty: 5549.233887
	Iteration 223Q: 3 clusters Score -9159874 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -9159885.000000 Penalty: 5549.233887
	Iteration 224Q: 3 clusters Score -9159885 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -9159904.000000 Penalty: 5549.233887
	Iteration 225Q: 3 clusters Score -9159904 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -9159894.000000 Penalty: 5549.233887
	Iteration 226Q: 3 clusters Score -9159894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -9159902.000000 Penalty: 5549.233887
	Iteration 227Q: 3 clusters Score -9159902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -9159908.000000 Penalty: 5549.233887
	Iteration 228Q: 3 clusters Score -9159908 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -9159915.000000 Penalty: 5549.233887
	Iteration 229Q: 3 clusters Score -9159915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -9159911.000000 Penalty: 5549.233887
	Iteration 230Q: 3 clusters Score -9159911 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -9159914.000000 Penalty: 5549.233887
	Iteration 231Q: 3 clusters Score -9159914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -9159911.000000 Penalty: 5549.233887
	Iteration 232Q: 3 clusters Score -9159911 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -9159924.000000 Penalty: 5549.233887
	Iteration 233Q: 3 clusters Score -9159924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -9159899.000000 Penalty: 5549.233887
	Iteration 234Q: 3 clusters Score -9159899 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -9159904.000000 Penalty: 5549.233887
	Iteration 235Q: 3 clusters Score -9159904 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -9159897.000000 Penalty: 5549.233887
	Iteration 236Q: 3 clusters Score -9159897 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -9159909.000000 Penalty: 5549.233887
	Iteration 237Q: 3 clusters Score -9159909 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -9159914.000000 Penalty: 5549.233887
	Iteration 238Q: 3 clusters Score -9159914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -9159915.000000 Penalty: 5549.233887
	Iteration 239Q: 3 clusters Score -9159915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -9159913.000000 Penalty: 5549.233887
	Iteration 240F: 3 clusters Score -9159913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -9159904.000000 Penalty: 5549.233887
	Iteration 241Q: 3 clusters Score -9159904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -9159921.000000 Penalty: 5549.233887
	Iteration 242Q: 3 clusters Score -9159921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -9159935.000000 Penalty: 5549.233887
	Iteration 243Q: 3 clusters Score -9159935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -9159922.000000 Penalty: 5549.233887
	Iteration 244Q: 3 clusters Score -9159922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -9159929.000000 Penalty: 5549.233887
	Iteration 245Q: 3 clusters Score -9159929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -9159928.000000 Penalty: 5549.233887
	Iteration 246Q: 3 clusters Score -9159928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -9159930.000000 Penalty: 5549.233887
	Iteration 247Q: 3 clusters Score -9159930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -9159934.000000 Penalty: 5549.233887
	Iteration 248Q: 3 clusters Score -9159934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -9159938.000000 Penalty: 5549.233887
	Iteration 249Q: 3 clusters Score -9159938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -9159943.000000 Penalty: 5549.233887
	Iteration 250Q: 3 clusters Score -9159943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -9159925.000000 Penalty: 5549.233887
	Iteration 251Q: 3 clusters Score -9159925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -9159932.000000 Penalty: 5549.233887
	Iteration 252Q: 3 clusters Score -9159932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -9159930.000000 Penalty: 5549.233887
	Iteration 253Q: 3 clusters Score -9159930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -9159931.000000 Penalty: 5549.233887
	Iteration 254Q: 3 clusters Score -9159931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -9159921.000000 Penalty: 5549.233887
	Iteration 255Q: 3 clusters Score -9159921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -9159925.000000 Penalty: 5549.233887
	Iteration 256Q: 3 clusters Score -9159925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -9159935.000000 Penalty: 5549.233887
	Iteration 257Q: 3 clusters Score -9159935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -9159934.000000 Penalty: 5549.233887
	Iteration 258Q: 3 clusters Score -9159934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -9159929.000000 Penalty: 5549.233887
	Iteration 259Q: 3 clusters Score -9159929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -9159936.000000 Penalty: 5549.233887
	Iteration 260F: 3 clusters Score -9159936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -9159940.000000 Penalty: 5549.233887
	Iteration 261Q: 3 clusters Score -9159940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -9159939.000000 Penalty: 5549.233887
	Iteration 262Q: 3 clusters Score -9159939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -9159945.000000 Penalty: 5549.233887
	Iteration 263Q: 3 clusters Score -9159945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -9159931.000000 Penalty: 5549.233887
	Iteration 264Q: 3 clusters Score -9159931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -9159938.000000 Penalty: 5549.233887
	Iteration 265Q: 3 clusters Score -9159938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -9159943.000000 Penalty: 5549.233887
	Iteration 266Q: 3 clusters Score -9159943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -9159943.000000 Penalty: 5549.233887
	Iteration 267Q: 3 clusters Score -9159943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -9159933.000000 Penalty: 5549.233887
	Iteration 268Q: 3 clusters Score -9159933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -9159923.000000 Penalty: 5549.233887
	Iteration 269Q: 3 clusters Score -9159923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -9159934.000000 Penalty: 5549.233887
	Iteration 270Q: 3 clusters Score -9159934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -9159928.000000 Penalty: 5549.233887
	Iteration 271Q: 3 clusters Score -9159928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -9159933.000000 Penalty: 5549.233887
	Iteration 272Q: 3 clusters Score -9159933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -9159934.000000 Penalty: 5549.233887
	Iteration 273Q: 3 clusters Score -9159934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -9159935.000000 Penalty: 5549.233887
	Iteration 274Q: 3 clusters Score -9159935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -9159947.000000 Penalty: 5549.233887
	Iteration 275Q: 3 clusters Score -9159947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -9159943.000000 Penalty: 5549.233887
	Iteration 276Q: 3 clusters Score -9159943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -9159943.000000 Penalty: 5549.233887
	Iteration 277Q: 3 clusters Score -9159943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -9159946.000000 Penalty: 5549.233887
	Iteration 278Q: 3 clusters Score -9159946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -9159953.000000 Penalty: 5549.233887
	Iteration 279Q: 3 clusters Score -9159953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -9159951.000000 Penalty: 5549.233887
	Iteration 280F: 3 clusters Score -9159951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -9159955.000000 Penalty: 5549.233887
	Iteration 281Q: 3 clusters Score -9159955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -9159961.000000 Penalty: 5549.233887
	Iteration 282Q: 3 clusters Score -9159961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -9159955.000000 Penalty: 5549.233887
	Iteration 283Q: 3 clusters Score -9159955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -9159961.000000 Penalty: 5549.233887
	Iteration 284Q: 3 clusters Score -9159961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -9159957.000000 Penalty: 5549.233887
	Iteration 285Q: 3 clusters Score -9159957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -9159965.000000 Penalty: 5549.233887
	Iteration 286Q: 3 clusters Score -9159965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -9159972.000000 Penalty: 5549.233887
	Iteration 287Q: 3 clusters Score -9159972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -9159953.000000 Penalty: 5549.233887
	Iteration 288Q: 3 clusters Score -9159953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -9159945.000000 Penalty: 5549.233887
	Iteration 289Q: 3 clusters Score -9159945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -9159948.000000 Penalty: 5549.233887
	Iteration 290Q: 3 clusters Score -9159948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -9159936.000000 Penalty: 5549.233887
	Iteration 291Q: 3 clusters Score -9159936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -9159942.000000 Penalty: 5549.233887
	Iteration 292Q: 3 clusters Score -9159942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -9159945.000000 Penalty: 5549.233887
	Iteration 293Q: 3 clusters Score -9159945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -9159948.000000 Penalty: 5549.233887
	Iteration 294Q: 3 clusters Score -9159948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -9159955.000000 Penalty: 5549.233887
	Iteration 295Q: 3 clusters Score -9159955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -9159951.000000 Penalty: 5549.233887
	Iteration 296Q: 3 clusters Score -9159951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -9159942.000000 Penalty: 5549.233887
	Iteration 297Q: 3 clusters Score -9159942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -9159942.000000 Penalty: 5549.233887
	Iteration 298Q: 3 clusters Score -9159942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -9159944.000000 Penalty: 5549.233887
	Iteration 299Q: 3 clusters Score -9159944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -9159939.000000 Penalty: 5549.233887
	Iteration 300F: 3 clusters Score -9159939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -9159932.000000 Penalty: 5549.233887
	Iteration 301Q: 3 clusters Score -9159932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -9159940.000000 Penalty: 5549.233887
	Iteration 302Q: 3 clusters Score -9159940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -9159947.000000 Penalty: 5549.233887
	Iteration 303Q: 3 clusters Score -9159947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -9159951.000000 Penalty: 5549.233887
	Iteration 304Q: 3 clusters Score -9159951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -9159956.000000 Penalty: 5549.233887
	Iteration 305Q: 3 clusters Score -9159956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -9159952.000000 Penalty: 5549.233887
	Iteration 306Q: 3 clusters Score -9159952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -9159949.000000 Penalty: 5549.233887
	Iteration 307Q: 3 clusters Score -9159949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -9159960.000000 Penalty: 5549.233887
	Iteration 308Q: 3 clusters Score -9159960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -9159950.000000 Penalty: 5549.233887
	Iteration 309Q: 3 clusters Score -9159950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -9159948.000000 Penalty: 5549.233887
	Iteration 310Q: 3 clusters Score -9159948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -9159958.000000 Penalty: 5549.233887
	Iteration 311Q: 3 clusters Score -9159958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -9159951.000000 Penalty: 5549.233887
	Iteration 312Q: 3 clusters Score -9159951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -9159955.000000 Penalty: 5549.233887
	Iteration 313Q: 3 clusters Score -9159955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -9159953.000000 Penalty: 5549.233887
	Iteration 314Q: 3 clusters Score -9159953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -9159952.000000 Penalty: 5549.233887
	Iteration 315Q: 3 clusters Score -9159952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -9159949.000000 Penalty: 5549.233887
	Iteration 316Q: 3 clusters Score -9159949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -9159938.000000 Penalty: 5549.233887
	Iteration 317Q: 3 clusters Score -9159938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -9159924.000000 Penalty: 5549.233887
	Iteration 318Q: 3 clusters Score -9159924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -9159927.000000 Penalty: 5549.233887
	Iteration 319Q: 3 clusters Score -9159927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -9159944.000000 Penalty: 5549.233887
	Iteration 320F: 3 clusters Score -9159944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -9159942.000000 Penalty: 5549.233887
	Iteration 321Q: 3 clusters Score -9159942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -9159946.000000 Penalty: 5549.233887
	Iteration 322Q: 3 clusters Score -9159946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -9159944.000000 Penalty: 5549.233887
	Iteration 323Q: 3 clusters Score -9159944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -9159944.000000 Penalty: 5549.233887
	Iteration 324Q: 3 clusters Score -9159944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -9159949.000000 Penalty: 5549.233887
	Iteration 325Q: 3 clusters Score -9159949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -9159958.000000 Penalty: 5549.233887
	Iteration 326Q: 3 clusters Score -9159958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -9159956.000000 Penalty: 5549.233887
	Iteration 327Q: 3 clusters Score -9159956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -9159956.000000 Penalty: 5549.233887
	Iteration 328Q: 3 clusters Score -9159956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -9159958.000000 Penalty: 5549.233887
	Iteration 329Q: 3 clusters Score -9159958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -9159953.000000 Penalty: 5549.233887
	Iteration 330Q: 3 clusters Score -9159953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -9159950.000000 Penalty: 5549.233887
	Iteration 331Q: 3 clusters Score -9159950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -9159949.000000 Penalty: 5549.233887
	Iteration 332Q: 3 clusters Score -9159949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -9159948.000000 Penalty: 5549.233887
	Iteration 333Q: 3 clusters Score -9159948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -9159941.000000 Penalty: 5549.233887
	Iteration 334Q: 3 clusters Score -9159941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -9159941.000000 Penalty: 5549.233887
	Iteration 335Q: 3 clusters Score -9159941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -9159941.000000 Penalty: 5549.233887
	Iteration 336F: 3 clusters Score -9159941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (160257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160257 members 
Entering Unmasked Estep 
Score: -20411026.000000 Penalty: 2972.164551
	Iteration 0F: 2 clusters Score -2.041103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -20305322.000000 Penalty: 5944.329102
	Iteration 0F: 3 clusters Score -2.030532e+07 nChanged 76477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76895 members 
Mstep: Class 2 contains 83362 members 
Entering Unmasked Estep 
Score: -20349788.000000 Penalty: 5944.329102
	Iteration 1F: 3 clusters Score -2.034979e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74744 members 
Mstep: Class 2 contains 85513 members 
Entering Unmasked Estep 
Score: -20351208.000000 Penalty: 5944.329102
	Iteration 2Q: 3 clusters Score -2.035121e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 88980 members 
Entering Unmasked Estep 
Score: -20353370.000000 Penalty: 5944.329102
	Iteration 3Q: 3 clusters Score -2.035337e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65900 members 
Mstep: Class 2 contains 94357 members 
Entering Unmasked Estep 
Score: -20357176.000000 Penalty: 5944.329102
	Iteration 4Q: 3 clusters Score -2.035718e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 102210 members 
Entering Unmasked Estep 
Score: -20363628.000000 Penalty: 5944.329102
	Iteration 5F: 3 clusters Score -2.036363e+07 nChanged 12705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 112533 members 
Entering Unmasked Estep 
Score: -20373422.000000 Penalty: 5944.329102
	Iteration 6F: 3 clusters Score -2.037342e+07 nChanged 13043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 123466 members 
Entering Unmasked Estep 
Score: -20385744.000000 Penalty: 5944.329102
	Iteration 7F: 3 clusters Score -2.038574e+07 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 131888 members 
Entering Unmasked Estep 
Score: -20396896.000000 Penalty: 5944.329102
	Iteration 8F: 3 clusters Score -2.03969e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 136296 members 
Entering Unmasked Estep 
Score: -20403132.000000 Penalty: 5944.329102
	Iteration 9Q: 3 clusters Score -2.040313e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 138520 members 
Entering Unmasked Estep 
Score: -20405170.000000 Penalty: 5944.329102
	Iteration 10Q: 3 clusters Score -2.040517e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 140190 members 
Entering Unmasked Estep 
Score: -20406088.000000 Penalty: 5944.329102
	Iteration 11Q: 3 clusters Score -2.040609e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 141668 members 
Entering Unmasked Estep 
Score: -20406700.000000 Penalty: 5944.329102
	Iteration 12Q: 3 clusters Score -2.04067e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 142933 members 
Entering Unmasked Estep 
Score: -20407036.000000 Penalty: 5944.329102
	Iteration 13Q: 3 clusters Score -2.040704e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 144136 members 
Entering Unmasked Estep 
Score: -20407380.000000 Penalty: 5944.329102
	Iteration 14Q: 3 clusters Score -2.040738e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 145173 members 
Entering Unmasked Estep 
Score: -20407668.000000 Penalty: 5944.329102
	Iteration 15Q: 3 clusters Score -2.040767e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 146221 members 
Entering Unmasked Estep 
Score: -20408018.000000 Penalty: 5944.329102
	Iteration 16Q: 3 clusters Score -2.040802e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 147284 members 
Entering Unmasked Estep 
Score: -20408302.000000 Penalty: 5944.329102
	Iteration 17Q: 3 clusters Score -2.04083e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 148285 members 
Entering Unmasked Estep 
Score: -20408540.000000 Penalty: 5944.329102
	Iteration 18Q: 3 clusters Score -2.040854e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 149249 members 
Entering Unmasked Estep 
Score: -20408748.000000 Penalty: 5944.329102
	Iteration 19Q: 3 clusters Score -2.040875e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 150153 members 
Entering Unmasked Estep 
Score: -20408876.000000 Penalty: 5944.329102
	Iteration 20F: 3 clusters Score -2.040888e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 150982 members 
Entering Unmasked Estep 
Score: -20409016.000000 Penalty: 5944.329102
	Iteration 21Q: 3 clusters Score -2.040902e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 151768 members 
Entering Unmasked Estep 
Score: -20409078.000000 Penalty: 5944.329102
	Iteration 22Q: 3 clusters Score -2.040908e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 152482 members 
Entering Unmasked Estep 
Score: -20409212.000000 Penalty: 5944.329102
	Iteration 23Q: 3 clusters Score -2.040921e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 153115 members 
Entering Unmasked Estep 
Score: -20409238.000000 Penalty: 5944.329102
	Iteration 24Q: 3 clusters Score -2.040924e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 153647 members 
Entering Unmasked Estep 
Score: -20409262.000000 Penalty: 5944.329102
	Iteration 25Q: 3 clusters Score -2.040926e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 154159 members 
Entering Unmasked Estep 
Score: -20409238.000000 Penalty: 5944.329102
	Iteration 26Q: 3 clusters Score -2.040924e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 154608 members 
Entering Unmasked Estep 
Score: -20409234.000000 Penalty: 5944.329102
	Iteration 27Q: 3 clusters Score -2.040923e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 155026 members 
Entering Unmasked Estep 
Score: -20409342.000000 Penalty: 5944.329102
	Iteration 28Q: 3 clusters Score -2.040934e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 155407 members 
Entering Unmasked Estep 
Score: -20409288.000000 Penalty: 5944.329102
	Iteration 29Q: 3 clusters Score -2.040929e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 155727 members 
Entering Unmasked Estep 
Score: -20409290.000000 Penalty: 5944.329102
	Iteration 30Q: 3 clusters Score -2.040929e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 155993 members 
Entering Unmasked Estep 
Score: -20409252.000000 Penalty: 5944.329102
	Iteration 31Q: 3 clusters Score -2.040925e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 156241 members 
Entering Unmasked Estep 
Score: -20409274.000000 Penalty: 5944.329102
	Iteration 32Q: 3 clusters Score -2.040927e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 156466 members 
Entering Unmasked Estep 
Score: -20409302.000000 Penalty: 5944.329102
	Iteration 33Q: 3 clusters Score -2.04093e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 156673 members 
Entering Unmasked Estep 
Score: -20409312.000000 Penalty: 5944.329102
	Iteration 34Q: 3 clusters Score -2.040931e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 156846 members 
Entering Unmasked Estep 
Score: -20409324.000000 Penalty: 5944.329102
	Iteration 35Q: 3 clusters Score -2.040932e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 156995 members 
Entering Unmasked Estep 
Score: -20409348.000000 Penalty: 5944.329102
	Iteration 36Q: 3 clusters Score -2.040935e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 157144 members 
Entering Unmasked Estep 
Score: -20409360.000000 Penalty: 5944.329102
	Iteration 37Q: 3 clusters Score -2.040936e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 157276 members 
Entering Unmasked Estep 
Score: -20409358.000000 Penalty: 5944.329102
	Iteration 38Q: 3 clusters Score -2.040936e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 157398 members 
Entering Unmasked Estep 
Score: -20409318.000000 Penalty: 5944.329102
	Iteration 39Q: 3 clusters Score -2.040932e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 157498 members 
Entering Unmasked Estep 
Score: -20409318.000000 Penalty: 5944.329102
	Iteration 40F: 3 clusters Score -2.040932e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 157589 members 
Entering Unmasked Estep 
Score: -20409296.000000 Penalty: 5944.329102
	Iteration 41Q: 3 clusters Score -2.04093e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 157666 members 
Entering Unmasked Estep 
Score: -20409314.000000 Penalty: 5944.329102
	Iteration 42Q: 3 clusters Score -2.040931e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 157738 members 
Entering Unmasked Estep 
Score: -20409290.000000 Penalty: 5944.329102
	Iteration 43Q: 3 clusters Score -2.040929e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 157809 members 
Entering Unmasked Estep 
Score: -20409350.000000 Penalty: 5944.329102
	Iteration 44Q: 3 clusters Score -2.040935e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 157873 members 
Entering Unmasked Estep 
Score: -20409332.000000 Penalty: 5944.329102
	Iteration 45Q: 3 clusters Score -2.040933e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 157917 members 
Entering Unmasked Estep 
Score: -20409330.000000 Penalty: 5944.329102
	Iteration 46Q: 3 clusters Score -2.040933e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 157963 members 
Entering Unmasked Estep 
Score: -20409338.000000 Penalty: 5944.329102
	Iteration 47Q: 3 clusters Score -2.040934e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 158003 members 
Entering Unmasked Estep 
Score: -20409328.000000 Penalty: 5944.329102
	Iteration 48Q: 3 clusters Score -2.040933e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 158047 members 
Entering Unmasked Estep 
Score: -20409338.000000 Penalty: 5944.329102
	Iteration 49Q: 3 clusters Score -2.040934e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 158094 members 
Entering Unmasked Estep 
Score: -20409376.000000 Penalty: 5944.329102
	Iteration 50Q: 3 clusters Score -2.040938e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 158133 members 
Entering Unmasked Estep 
Score: -20409358.000000 Penalty: 5944.329102
	Iteration 51Q: 3 clusters Score -2.040936e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 158162 members 
Entering Unmasked Estep 
Score: -20409388.000000 Penalty: 5944.329102
	Iteration 52Q: 3 clusters Score -2.040939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 158182 members 
Entering Unmasked Estep 
Score: -20409390.000000 Penalty: 5944.329102
	Iteration 53Q: 3 clusters Score -2.040939e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 158201 members 
Entering Unmasked Estep 
Score: -20409398.000000 Penalty: 5944.329102
	Iteration 54Q: 3 clusters Score -2.04094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 158217 members 
Entering Unmasked Estep 
Score: -20409414.000000 Penalty: 5944.329102
	Iteration 55Q: 3 clusters Score -2.040941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 158230 members 
Entering Unmasked Estep 
Score: -20409394.000000 Penalty: 5944.329102
	Iteration 56Q: 3 clusters Score -2.040939e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 158243 members 
Entering Unmasked Estep 
Score: -20409406.000000 Penalty: 5944.329102
	Iteration 57Q: 3 clusters Score -2.040941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 158251 members 
Entering Unmasked Estep 
Score: -20409400.000000 Penalty: 5944.329102
	Iteration 58Q: 3 clusters Score -2.04094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 158260 members 
Entering Unmasked Estep 
Score: -20409378.000000 Penalty: 5944.329102
	Iteration 59Q: 3 clusters Score -2.040938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 158266 members 
Entering Unmasked Estep 
Score: -20409366.000000 Penalty: 5944.329102
	Iteration 60F: 3 clusters Score -2.040937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 158273 members 
Entering Unmasked Estep 
Score: -20409386.000000 Penalty: 5944.329102
	Iteration 61Q: 3 clusters Score -2.040939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 158279 members 
Entering Unmasked Estep 
Score: -20409382.000000 Penalty: 5944.329102
	Iteration 62Q: 3 clusters Score -2.040938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 158282 members 
Entering Unmasked Estep 
Score: -20409386.000000 Penalty: 5944.329102
	Iteration 63Q: 3 clusters Score -2.040939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 158286 members 
Entering Unmasked Estep 
Score: -20409396.000000 Penalty: 5944.329102
	Iteration 64Q: 3 clusters Score -2.04094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 158289 members 
Entering Unmasked Estep 
Score: -20409386.000000 Penalty: 5944.329102
	Iteration 65Q: 3 clusters Score -2.040939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 158292 members 
Entering Unmasked Estep 
Score: -20409388.000000 Penalty: 5944.329102
	Iteration 66Q: 3 clusters Score -2.040939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 158296 members 
Entering Unmasked Estep 
Score: -20409388.000000 Penalty: 5944.329102
	Iteration 67Q: 3 clusters Score -2.040939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 158298 members 
Entering Unmasked Estep 
Score: -20409388.000000 Penalty: 5944.329102
	Iteration 68Q: 3 clusters Score -2.040939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 158299 members 
Entering Unmasked Estep 
Score: -20409404.000000 Penalty: 5944.329102
	Iteration 69Q: 3 clusters Score -2.04094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 158299 members 
Entering Unmasked Estep 
Score: -20409404.000000 Penalty: 5944.329102
	Iteration 70F: 3 clusters Score -2.04094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Entering Unmasked Estep 
Score: -1077253.125000 Penalty: 2253.698730
	Iteration 0F: 2 clusters Score -1077253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1070260.625000 Penalty: 4507.397461
	Iteration 0F: 3 clusters Score -1070261 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1072296.750000 Penalty: 4507.397461
	Iteration 1F: 3 clusters Score -1072297 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1072678.875000 Penalty: 4507.397461
	Iteration 2F: 3 clusters Score -1072679 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1072988.625000 Penalty: 4507.397461
	Iteration 3F: 3 clusters Score -1072989 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1073338.500000 Penalty: 4507.397461
	Iteration 4F: 3 clusters Score -1073338 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1073760.625000 Penalty: 4507.397461
	Iteration 5F: 3 clusters Score -1073761 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1074260.500000 Penalty: 4507.397461
	Iteration 6F: 3 clusters Score -1074260 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1074775.375000 Penalty: 4507.397461
	Iteration 7F: 3 clusters Score -1074775 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1075273.875000 Penalty: 4507.397461
	Iteration 8F: 3 clusters Score -1075274 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1075689.125000 Penalty: 4507.397461
	Iteration 9F: 3 clusters Score -1075689 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1075996.750000 Penalty: 4507.397461
	Iteration 10Q: 3 clusters Score -1075997 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1076251.000000 Penalty: 4507.397461
	Iteration 11Q: 3 clusters Score -1076251 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1076404.625000 Penalty: 4507.397461
	Iteration 12Q: 3 clusters Score -1076405 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1076496.375000 Penalty: 4507.397461
	Iteration 13Q: 3 clusters Score -1076496 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1076547.625000 Penalty: 4507.397461
	Iteration 14Q: 3 clusters Score -1076548 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1076566.750000 Penalty: 4507.397461
	Iteration 15Q: 3 clusters Score -1076567 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1076581.500000 Penalty: 4507.397461
	Iteration 16Q: 3 clusters Score -1076582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1076584.750000 Penalty: 4507.397461
	Iteration 17Q: 3 clusters Score -1076585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1076593.000000 Penalty: 4507.397461
	Iteration 18Q: 3 clusters Score -1076593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1076599.625000 Penalty: 4507.397461
	Iteration 19Q: 3 clusters Score -1076600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1076604.125000 Penalty: 4507.397461
	Iteration 20F: 3 clusters Score -1076604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1076606.875000 Penalty: 4507.397461
	Iteration 21Q: 3 clusters Score -1076607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1076607.625000 Penalty: 4507.397461
	Iteration 22Q: 3 clusters Score -1076608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1076610.625000 Penalty: 4507.397461
	Iteration 23Q: 3 clusters Score -1076611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1076610.500000 Penalty: 4507.397461
	Iteration 24Q: 3 clusters Score -1076610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1076613.250000 Penalty: 4507.397461
	Iteration 25Q: 3 clusters Score -1076613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1076612.375000 Penalty: 4507.397461
	Iteration 26Q: 3 clusters Score -1076612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1076614.625000 Penalty: 4507.397461
	Iteration 27Q: 3 clusters Score -1076615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1076615.750000 Penalty: 4507.397461
	Iteration 28Q: 3 clusters Score -1076616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1076615.250000 Penalty: 4507.397461
	Iteration 29Q: 3 clusters Score -1076615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1076616.875000 Penalty: 4507.397461
	Iteration 30Q: 3 clusters Score -1076617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1076614.125000 Penalty: 4507.397461
	Iteration 31Q: 3 clusters Score -1076614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1076616.375000 Penalty: 4507.397461
	Iteration 32Q: 3 clusters Score -1076616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1076618.375000 Penalty: 4507.397461
	Iteration 33Q: 3 clusters Score -1076618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1076617.375000 Penalty: 4507.397461
	Iteration 34Q: 3 clusters Score -1076617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1076617.375000 Penalty: 4507.397461
	Iteration 35F: 3 clusters Score -1076617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -137319.593750 Penalty: 1757.925415
	Iteration 0F: 2 clusters Score -137319.6 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 607 members 
Entering Unmasked Estep 
Score: -135332.687500 Penalty: 3515.850830
	Iteration 0F: 3 clusters Score -135332.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -135791.906250 Penalty: 3515.850830
	Iteration 1F: 3 clusters Score -135791.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -135958.593750 Penalty: 3515.850830
	Iteration 2F: 3 clusters Score -135958.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -136058.265625 Penalty: 3515.850830
	Iteration 3F: 3 clusters Score -136058.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -136113.546875 Penalty: 3515.850830
	Iteration 4Q: 3 clusters Score -136113.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -136175.156250 Penalty: 3515.850830
	Iteration 5Q: 3 clusters Score -136175.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -136215.093750 Penalty: 3515.850830
	Iteration 6Q: 3 clusters Score -136215.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -136250.546875 Penalty: 3515.850830
	Iteration 7Q: 3 clusters Score -136250.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -136298.812500 Penalty: 3515.850830
	Iteration 8Q: 3 clusters Score -136298.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -136349.468750 Penalty: 3515.850830
	Iteration 9Q: 3 clusters Score -136349.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -136388.328125 Penalty: 3515.850830
	Iteration 10Q: 3 clusters Score -136388.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -136418.640625 Penalty: 3515.850830
	Iteration 11Q: 3 clusters Score -136418.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136430.187500 Penalty: 3515.850830
	Iteration 12Q: 3 clusters Score -136430.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -136440.125000 Penalty: 3515.850830
	Iteration 13Q: 3 clusters Score -136440.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -136446.859375 Penalty: 3515.850830
	Iteration 14Q: 3 clusters Score -136446.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -136450.781250 Penalty: 3515.850830
	Iteration 15Q: 3 clusters Score -136450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -136453.796875 Penalty: 3515.850830
	Iteration 16Q: 3 clusters Score -136453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -136454.671875 Penalty: 3515.850830
	Iteration 17Q: 3 clusters Score -136454.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -136454.671875 Penalty: 3515.850830
	Iteration 18F: 3 clusters Score -136454.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (147307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147307 members 
Entering Unmasked Estep 
Score: -18851902.000000 Penalty: 2951.268066
	Iteration 0F: 2 clusters Score -1.88519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -18757226.000000 Penalty: 5902.536133
	Iteration 0F: 3 clusters Score -1.875723e+07 nChanged 70384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71155 members 
Mstep: Class 2 contains 76152 members 
Entering Unmasked Estep 
Score: -18797840.000000 Penalty: 5902.536133
	Iteration 1F: 3 clusters Score -1.879784e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 77774 members 
Entering Unmasked Estep 
Score: -18798820.000000 Penalty: 5902.536133
	Iteration 2Q: 3 clusters Score -1.879882e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67024 members 
Mstep: Class 2 contains 80283 members 
Entering Unmasked Estep 
Score: -18799954.000000 Penalty: 5902.536133
	Iteration 3Q: 3 clusters Score -1.879995e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -18801534.000000 Penalty: 5902.536133
	Iteration 4Q: 3 clusters Score -1.880153e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 89146 members 
Entering Unmasked Estep 
Score: -18803812.000000 Penalty: 5902.536133
	Iteration 5Q: 3 clusters Score -1.880381e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -18807860.000000 Penalty: 5902.536133
	Iteration 6F: 3 clusters Score -1.880786e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 105708 members 
Entering Unmasked Estep 
Score: -18814010.000000 Penalty: 5902.536133
	Iteration 7F: 3 clusters Score -1.881401e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 116451 members 
Entering Unmasked Estep 
Score: -18822402.000000 Penalty: 5902.536133
	Iteration 8F: 3 clusters Score -1.88224e+07 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 126718 members 
Entering Unmasked Estep 
Score: -18831320.000000 Penalty: 5902.536133
	Iteration 9F: 3 clusters Score -1.883132e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 134660 members 
Entering Unmasked Estep 
Score: -18838926.000000 Penalty: 5902.536133
	Iteration 10F: 3 clusters Score -1.883893e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 140073 members 
Entering Unmasked Estep 
Score: -18844032.000000 Penalty: 5902.536133
	Iteration 11Q: 3 clusters Score -1.884403e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 143202 members 
Entering Unmasked Estep 
Score: -18846456.000000 Penalty: 5902.536133
	Iteration 12Q: 3 clusters Score -1.884646e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 144891 members 
Entering Unmasked Estep 
Score: -18847768.000000 Penalty: 5902.536133
	Iteration 13Q: 3 clusters Score -1.884777e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 145794 members 
Entering Unmasked Estep 
Score: -18848558.000000 Penalty: 5902.536133
	Iteration 14Q: 3 clusters Score -1.884856e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 146291 members 
Entering Unmasked Estep 
Score: -18849024.000000 Penalty: 5902.536133
	Iteration 15Q: 3 clusters Score -1.884902e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 146538 members 
Entering Unmasked Estep 
Score: -18849228.000000 Penalty: 5902.536133
	Iteration 16Q: 3 clusters Score -1.884923e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 146660 members 
Entering Unmasked Estep 
Score: -18849406.000000 Penalty: 5902.536133
	Iteration 17Q: 3 clusters Score -1.884941e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 146720 members 
Entering Unmasked Estep 
Score: -18849512.000000 Penalty: 5902.536133
	Iteration 18Q: 3 clusters Score -1.884951e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 146764 members 
Entering Unmasked Estep 
Score: -18849574.000000 Penalty: 5902.536133
	Iteration 19Q: 3 clusters Score -1.884957e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 146782 members 
Entering Unmasked Estep 
Score: -18849624.000000 Penalty: 5902.536133
	Iteration 20F: 3 clusters Score -1.884962e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 146808 members 
Entering Unmasked Estep 
Score: -18849680.000000 Penalty: 5902.536133
	Iteration 21Q: 3 clusters Score -1.884968e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 146819 members 
Entering Unmasked Estep 
Score: -18849702.000000 Penalty: 5902.536133
	Iteration 22Q: 3 clusters Score -1.88497e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 146818 members 
Entering Unmasked Estep 
Score: -18849710.000000 Penalty: 5902.536133
	Iteration 23Q: 3 clusters Score -1.884971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 146820 members 
Entering Unmasked Estep 
Score: -18849734.000000 Penalty: 5902.536133
	Iteration 24Q: 3 clusters Score -1.884973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 146820 members 
Entering Unmasked Estep 
Score: -18849754.000000 Penalty: 5902.536133
	Iteration 25Q: 3 clusters Score -1.884975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 146823 members 
Entering Unmasked Estep 
Score: -18849756.000000 Penalty: 5902.536133
	Iteration 26Q: 3 clusters Score -1.884976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 146827 members 
Entering Unmasked Estep 
Score: -18849764.000000 Penalty: 5902.536133
	Iteration 27Q: 3 clusters Score -1.884976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 146826 members 
Entering Unmasked Estep 
Score: -18849764.000000 Penalty: 5902.536133
	Iteration 28Q: 3 clusters Score -1.884976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 146827 members 
Entering Unmasked Estep 
Score: -18849764.000000 Penalty: 5902.536133
	Iteration 29Q: 3 clusters Score -1.884976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 146828 members 
Entering Unmasked Estep 
Score: -18849762.000000 Penalty: 5902.536133
	Iteration 30Q: 3 clusters Score -1.884976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 146828 members 
Entering Unmasked Estep 
Score: -18849770.000000 Penalty: 5902.536133
	Iteration 31Q: 3 clusters Score -1.884977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 146827 members 
Entering Unmasked Estep 
Score: -18849772.000000 Penalty: 5902.536133
	Iteration 32Q: 3 clusters Score -1.884977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 146827 members 
Entering Unmasked Estep 
Score: -18849768.000000 Penalty: 5902.536133
	Iteration 33Q: 3 clusters Score -1.884977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 146826 members 
Entering Unmasked Estep 
Score: -18849764.000000 Penalty: 5902.536133
	Iteration 34Q: 3 clusters Score -1.884976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 146828 members 
Entering Unmasked Estep 
Score: -18849768.000000 Penalty: 5902.536133
	Iteration 35Q: 3 clusters Score -1.884977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 146828 members 
Entering Unmasked Estep 
Score: -18849764.000000 Penalty: 5902.536133
	Iteration 36Q: 3 clusters Score -1.884976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 146829 members 
Entering Unmasked Estep 
Score: -18849756.000000 Penalty: 5902.536133
	Iteration 37Q: 3 clusters Score -1.884976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 146829 members 
Entering Unmasked Estep 
Score: -18849756.000000 Penalty: 5902.536133
	Iteration 38F: 3 clusters Score -1.884976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (59881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Entering Unmasked Estep 
Score: -7383408.000000 Penalty: 2728.028320
	Iteration 0F: 2 clusters Score -7383408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -7342930.000000 Penalty: 5456.056641
	Iteration 0F: 3 clusters Score -7342930 nChanged 27954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -7358600.500000 Penalty: 5456.056641
	Iteration 1F: 3 clusters Score -7358600 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -7359302.500000 Penalty: 5456.056641
	Iteration 2Q: 3 clusters Score -7359302 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -7360131.000000 Penalty: 5456.056641
	Iteration 3Q: 3 clusters Score -7360131 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -7361070.000000 Penalty: 5456.056641
	Iteration 4Q: 3 clusters Score -7361070 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -7362383.000000 Penalty: 5456.056641
	Iteration 5F: 3 clusters Score -7362383 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -7363876.500000 Penalty: 5456.056641
	Iteration 6F: 3 clusters Score -7363876 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -7365486.500000 Penalty: 5456.056641
	Iteration 7F: 3 clusters Score -7365486 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -7366964.500000 Penalty: 5456.056641
	Iteration 8F: 3 clusters Score -7366964 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -7368257.000000 Penalty: 5456.056641
	Iteration 9Q: 3 clusters Score -7368257 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -7369333.000000 Penalty: 5456.056641
	Iteration 10Q: 3 clusters Score -7369333 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -7370255.500000 Penalty: 5456.056641
	Iteration 11Q: 3 clusters Score -7370256 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -7371401.000000 Penalty: 5456.056641
	Iteration 12Q: 3 clusters Score -7371401 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -7372752.500000 Penalty: 5456.056641
	Iteration 13Q: 3 clusters Score -7372752 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -7374510.000000 Penalty: 5456.056641
	Iteration 14Q: 3 clusters Score -7374510 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -7376787.500000 Penalty: 5456.056641
	Iteration 15Q: 3 clusters Score -7376788 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7378977.000000 Penalty: 5456.056641
	Iteration 16Q: 3 clusters Score -7378977 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58457 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7380108.500000 Penalty: 5456.056641
	Iteration 17Q: 3 clusters Score -7380108 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7380524.000000 Penalty: 5456.056641
	Iteration 18Q: 3 clusters Score -7380524 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7380793.000000 Penalty: 5456.056641
	Iteration 19Q: 3 clusters Score -7380793 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7380918.500000 Penalty: 5456.056641
	Iteration 20F: 3 clusters Score -7380918 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7380988.500000 Penalty: 5456.056641
	Iteration 21Q: 3 clusters Score -7380988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7381034.000000 Penalty: 5456.056641
	Iteration 22Q: 3 clusters Score -7381034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7381065.000000 Penalty: 5456.056641
	Iteration 23Q: 3 clusters Score -7381065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59475 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7381085.000000 Penalty: 5456.056641
	Iteration 24Q: 3 clusters Score -7381085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7381089.000000 Penalty: 5456.056641
	Iteration 25Q: 3 clusters Score -7381089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59489 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7381096.500000 Penalty: 5456.056641
	Iteration 26Q: 3 clusters Score -7381096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7381114.000000 Penalty: 5456.056641
	Iteration 27Q: 3 clusters Score -7381114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7381122.000000 Penalty: 5456.056641
	Iteration 28Q: 3 clusters Score -7381122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59505 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7381128.000000 Penalty: 5456.056641
	Iteration 29Q: 3 clusters Score -7381128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7381126.500000 Penalty: 5456.056641
	Iteration 30Q: 3 clusters Score -7381126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7381127.000000 Penalty: 5456.056641
	Iteration 31Q: 3 clusters Score -7381127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59510 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7381133.000000 Penalty: 5456.056641
	Iteration 32Q: 3 clusters Score -7381133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7381134.500000 Penalty: 5456.056641
	Iteration 33Q: 3 clusters Score -7381134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7381140.000000 Penalty: 5456.056641
	Iteration 34Q: 3 clusters Score -7381140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7381136.500000 Penalty: 5456.056641
	Iteration 35Q: 3 clusters Score -7381136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7381133.500000 Penalty: 5456.056641
	Iteration 36Q: 3 clusters Score -7381134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7381133.500000 Penalty: 5456.056641
	Iteration 37F: 3 clusters Score -7381134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Entering Unmasked Estep 
Score: -517080.281250 Penalty: 2065.096191
	Iteration 0F: 2 clusters Score -517080.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -513100.875000 Penalty: 4130.192383
	Iteration 0F: 3 clusters Score -513100.9 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -513945.375000 Penalty: 4130.192383
	Iteration 1F: 3 clusters Score -513945.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -514154.468750 Penalty: 4130.192383
	Iteration 2F: 3 clusters Score -514154.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -514262.937500 Penalty: 4130.192383
	Iteration 3Q: 3 clusters Score -514262.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -514345.218750 Penalty: 4130.192383
	Iteration 4Q: 3 clusters Score -514345.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -514410.687500 Penalty: 4130.192383
	Iteration 5Q: 3 clusters Score -514410.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -514464.593750 Penalty: 4130.192383
	Iteration 6Q: 3 clusters Score -514464.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -514513.875000 Penalty: 4130.192383
	Iteration 7Q: 3 clusters Score -514513.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -514561.437500 Penalty: 4130.192383
	Iteration 8Q: 3 clusters Score -514561.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -514608.531250 Penalty: 4130.192383
	Iteration 9Q: 3 clusters Score -514608.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -514660.375000 Penalty: 4130.192383
	Iteration 10Q: 3 clusters Score -514660.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -514702.562500 Penalty: 4130.192383
	Iteration 11Q: 3 clusters Score -514702.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -514733.906250 Penalty: 4130.192383
	Iteration 12Q: 3 clusters Score -514733.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -514758.437500 Penalty: 4130.192383
	Iteration 13Q: 3 clusters Score -514758.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -514793.312500 Penalty: 4130.192383
	Iteration 14Q: 3 clusters Score -514793.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -514829.000000 Penalty: 4130.192383
	Iteration 15Q: 3 clusters Score -514829 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -514859.843750 Penalty: 4130.192383
	Iteration 16Q: 3 clusters Score -514859.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -514894.031250 Penalty: 4130.192383
	Iteration 17Q: 3 clusters Score -514894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -514925.500000 Penalty: 4130.192383
	Iteration 18Q: 3 clusters Score -514925.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -514956.531250 Penalty: 4130.192383
	Iteration 19Q: 3 clusters Score -514956.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -514985.000000 Penalty: 4130.192383
	Iteration 20F: 3 clusters Score -514985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -515004.968750 Penalty: 4130.192383
	Iteration 21Q: 3 clusters Score -515005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -515022.000000 Penalty: 4130.192383
	Iteration 22Q: 3 clusters Score -515022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -515038.968750 Penalty: 4130.192383
	Iteration 23Q: 3 clusters Score -515039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -515053.281250 Penalty: 4130.192383
	Iteration 24Q: 3 clusters Score -515053.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -515067.312500 Penalty: 4130.192383
	Iteration 25Q: 3 clusters Score -515067.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -515078.000000 Penalty: 4130.192383
	Iteration 26Q: 3 clusters Score -515078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -515087.625000 Penalty: 4130.192383
	Iteration 27Q: 3 clusters Score -515087.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -515096.406250 Penalty: 4130.192383
	Iteration 28Q: 3 clusters Score -515096.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -515107.812500 Penalty: 4130.192383
	Iteration 29Q: 3 clusters Score -515107.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -515119.625000 Penalty: 4130.192383
	Iteration 30Q: 3 clusters Score -515119.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -515134.312500 Penalty: 4130.192383
	Iteration 31Q: 3 clusters Score -515134.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -515147.562500 Penalty: 4130.192383
	Iteration 32Q: 3 clusters Score -515147.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -515163.468750 Penalty: 4130.192383
	Iteration 33Q: 3 clusters Score -515163.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -515174.812500 Penalty: 4130.192383
	Iteration 34Q: 3 clusters Score -515174.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -515183.062500 Penalty: 4130.192383
	Iteration 35Q: 3 clusters Score -515183.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -515191.062500 Penalty: 4130.192383
	Iteration 36Q: 3 clusters Score -515191.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -515192.531250 Penalty: 4130.192383
	Iteration 37Q: 3 clusters Score -515192.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -515198.968750 Penalty: 4130.192383
	Iteration 38Q: 3 clusters Score -515199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -515202.031250 Penalty: 4130.192383
	Iteration 39Q: 3 clusters Score -515202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -515207.343750 Penalty: 4130.192383
	Iteration 40F: 3 clusters Score -515207.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -515211.843750 Penalty: 4130.192383
	Iteration 41Q: 3 clusters Score -515211.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -515215.156250 Penalty: 4130.192383
	Iteration 42Q: 3 clusters Score -515215.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -515218.000000 Penalty: 4130.192383
	Iteration 43Q: 3 clusters Score -515218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -515221.062500 Penalty: 4130.192383
	Iteration 44Q: 3 clusters Score -515221.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -515222.656250 Penalty: 4130.192383
	Iteration 45Q: 3 clusters Score -515222.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -515225.156250 Penalty: 4130.192383
	Iteration 46Q: 3 clusters Score -515225.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -515228.750000 Penalty: 4130.192383
	Iteration 47Q: 3 clusters Score -515228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -515230.750000 Penalty: 4130.192383
	Iteration 48Q: 3 clusters Score -515230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -515230.750000 Penalty: 4130.192383
	Iteration 49F: 3 clusters Score -515230.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Entering Unmasked Estep 
Score: -4502449.500000 Penalty: 2597.737793
	Iteration 0F: 2 clusters Score -4502450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -4478320.500000 Penalty: 5195.475586
	Iteration 0F: 3 clusters Score -4478320 nChanged 16140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -4486943.500000 Penalty: 5195.475586
	Iteration 1F: 3 clusters Score -4486944 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -4487352.000000 Penalty: 5195.475586
	Iteration 2Q: 3 clusters Score -4487352 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -4487739.500000 Penalty: 5195.475586
	Iteration 3Q: 3 clusters Score -4487740 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4488189.000000 Penalty: 5195.475586
	Iteration 4Q: 3 clusters Score -4488189 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4488815.000000 Penalty: 5195.475586
	Iteration 5Q: 3 clusters Score -4488815 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -4489756.000000 Penalty: 5195.475586
	Iteration 6F: 3 clusters Score -4489756 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -4491148.500000 Penalty: 5195.475586
	Iteration 7F: 3 clusters Score -4491148 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -4493311.000000 Penalty: 5195.475586
	Iteration 8F: 3 clusters Score -4493311 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -4495915.500000 Penalty: 5195.475586
	Iteration 9F: 3 clusters Score -4495916 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4498164.000000 Penalty: 5195.475586
	Iteration 10F: 3 clusters Score -4498164 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4499372.500000 Penalty: 5195.475586
	Iteration 11Q: 3 clusters Score -4499372 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4499777.500000 Penalty: 5195.475586
	Iteration 12Q: 3 clusters Score -4499778 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4499943.500000 Penalty: 5195.475586
	Iteration 13Q: 3 clusters Score -4499944 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4500033.500000 Penalty: 5195.475586
	Iteration 14Q: 3 clusters Score -4500034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4500082.000000 Penalty: 5195.475586
	Iteration 15Q: 3 clusters Score -4500082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4500109.500000 Penalty: 5195.475586
	Iteration 16Q: 3 clusters Score -4500110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4500127.000000 Penalty: 5195.475586
	Iteration 17Q: 3 clusters Score -4500127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4500138.500000 Penalty: 5195.475586
	Iteration 18Q: 3 clusters Score -4500138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4500141.000000 Penalty: 5195.475586
	Iteration 19Q: 3 clusters Score -4500141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4500146.500000 Penalty: 5195.475586
	Iteration 20F: 3 clusters Score -4500146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4500147.500000 Penalty: 5195.475586
	Iteration 21Q: 3 clusters Score -4500148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4500150.500000 Penalty: 5195.475586
	Iteration 22Q: 3 clusters Score -4500150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4500156.000000 Penalty: 5195.475586
	Iteration 23Q: 3 clusters Score -4500156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4500160.000000 Penalty: 5195.475586
	Iteration 24Q: 3 clusters Score -4500160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4500161.000000 Penalty: 5195.475586
	Iteration 25Q: 3 clusters Score -4500161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4500161.000000 Penalty: 5195.475586
	Iteration 26F: 3 clusters Score -4500161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (156927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156927 members 
Entering Unmasked Estep 
Score: -19909906.000000 Penalty: 2966.957031
	Iteration 0F: 2 clusters Score -1.990991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78333 members 
Mstep: Class 2 contains 78594 members 
Entering Unmasked Estep 
Score: -19807162.000000 Penalty: 5933.914062
	Iteration 0F: 3 clusters Score -1.980716e+07 nChanged 75125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77740 members 
Mstep: Class 2 contains 79187 members 
Entering Unmasked Estep 
Score: -19850582.000000 Penalty: 5933.914062
	Iteration 1F: 3 clusters Score -1.985058e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -19851146.000000 Penalty: 5933.914062
	Iteration 2Q: 3 clusters Score -1.985115e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 80358 members 
Entering Unmasked Estep 
Score: -19852018.000000 Penalty: 5933.914062
	Iteration 3Q: 3 clusters Score -1.985202e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 81479 members 
Entering Unmasked Estep 
Score: -19852954.000000 Penalty: 5933.914062
	Iteration 4Q: 3 clusters Score -1.985295e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73687 members 
Mstep: Class 2 contains 83240 members 
Entering Unmasked Estep 
Score: -19854014.000000 Penalty: 5933.914062
	Iteration 5Q: 3 clusters Score -1.985401e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 85857 members 
Entering Unmasked Estep 
Score: -19855400.000000 Penalty: 5933.914062
	Iteration 6Q: 3 clusters Score -1.98554e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67246 members 
Mstep: Class 2 contains 89681 members 
Entering Unmasked Estep 
Score: -19857470.000000 Penalty: 5933.914062
	Iteration 7Q: 3 clusters Score -1.985747e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61750 members 
Mstep: Class 2 contains 95177 members 
Entering Unmasked Estep 
Score: -19860746.000000 Penalty: 5933.914062
	Iteration 8Q: 3 clusters Score -1.986075e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 102590 members 
Entering Unmasked Estep 
Score: -19865660.000000 Penalty: 5933.914062
	Iteration 9F: 3 clusters Score -1.986566e+07 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 111482 members 
Entering Unmasked Estep 
Score: -19871782.000000 Penalty: 5933.914062
	Iteration 10F: 3 clusters Score -1.987178e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 121186 members 
Entering Unmasked Estep 
Score: -19879270.000000 Penalty: 5933.914062
	Iteration 11F: 3 clusters Score -1.987927e+07 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 130905 members 
Entering Unmasked Estep 
Score: -19887092.000000 Penalty: 5933.914062
	Iteration 12F: 3 clusters Score -1.988709e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 139428 members 
Entering Unmasked Estep 
Score: -19894228.000000 Penalty: 5933.914062
	Iteration 13F: 3 clusters Score -1.989423e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 146215 members 
Entering Unmasked Estep 
Score: -19899634.000000 Penalty: 5933.914062
	Iteration 14Q: 3 clusters Score -1.989963e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 150732 members 
Entering Unmasked Estep 
Score: -19903130.000000 Penalty: 5933.914062
	Iteration 15Q: 3 clusters Score -1.990313e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 153316 members 
Entering Unmasked Estep 
Score: -19904994.000000 Penalty: 5933.914062
	Iteration 16Q: 3 clusters Score -1.990499e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 154701 members 
Entering Unmasked Estep 
Score: -19906004.000000 Penalty: 5933.914062
	Iteration 17Q: 3 clusters Score -1.9906e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 155422 members 
Entering Unmasked Estep 
Score: -19906552.000000 Penalty: 5933.914062
	Iteration 18Q: 3 clusters Score -1.990655e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 155813 members 
Entering Unmasked Estep 
Score: -19906850.000000 Penalty: 5933.914062
	Iteration 19Q: 3 clusters Score -1.990685e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 156043 members 
Entering Unmasked Estep 
Score: -19907018.000000 Penalty: 5933.914062
	Iteration 20F: 3 clusters Score -1.990702e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 156164 members 
Entering Unmasked Estep 
Score: -19907168.000000 Penalty: 5933.914062
	Iteration 21Q: 3 clusters Score -1.990717e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 156236 members 
Entering Unmasked Estep 
Score: -19907224.000000 Penalty: 5933.914062
	Iteration 22Q: 3 clusters Score -1.990722e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 156291 members 
Entering Unmasked Estep 
Score: -19907254.000000 Penalty: 5933.914062
	Iteration 23Q: 3 clusters Score -1.990725e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 156318 members 
Entering Unmasked Estep 
Score: -19907286.000000 Penalty: 5933.914062
	Iteration 24Q: 3 clusters Score -1.990729e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 156331 members 
Entering Unmasked Estep 
Score: -19907320.000000 Penalty: 5933.914062
	Iteration 25Q: 3 clusters Score -1.990732e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 156345 members 
Entering Unmasked Estep 
Score: -19907326.000000 Penalty: 5933.914062
	Iteration 26Q: 3 clusters Score -1.990733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 156352 members 
Entering Unmasked Estep 
Score: -19907316.000000 Penalty: 5933.914062
	Iteration 27Q: 3 clusters Score -1.990732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 156364 members 
Entering Unmasked Estep 
Score: -19907350.000000 Penalty: 5933.914062
	Iteration 28Q: 3 clusters Score -1.990735e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 156372 members 
Entering Unmasked Estep 
Score: -19907352.000000 Penalty: 5933.914062
	Iteration 29Q: 3 clusters Score -1.990735e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 156385 members 
Entering Unmasked Estep 
Score: -19907358.000000 Penalty: 5933.914062
	Iteration 30Q: 3 clusters Score -1.990736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 156391 members 
Entering Unmasked Estep 
Score: -19907384.000000 Penalty: 5933.914062
	Iteration 31Q: 3 clusters Score -1.990738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 156395 members 
Entering Unmasked Estep 
Score: -19907372.000000 Penalty: 5933.914062
	Iteration 32Q: 3 clusters Score -1.990737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 156397 members 
Entering Unmasked Estep 
Score: -19907392.000000 Penalty: 5933.914062
	Iteration 33Q: 3 clusters Score -1.990739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 156400 members 
Entering Unmasked Estep 
Score: -19907404.000000 Penalty: 5933.914062
	Iteration 34Q: 3 clusters Score -1.99074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 156404 members 
Entering Unmasked Estep 
Score: -19907396.000000 Penalty: 5933.914062
	Iteration 35Q: 3 clusters Score -1.99074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 156408 members 
Entering Unmasked Estep 
Score: -19907398.000000 Penalty: 5933.914062
	Iteration 36Q: 3 clusters Score -1.99074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 156409 members 
Entering Unmasked Estep 
Score: -19907396.000000 Penalty: 5933.914062
	Iteration 37Q: 3 clusters Score -1.99074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 156415 members 
Entering Unmasked Estep 
Score: -19907406.000000 Penalty: 5933.914062
	Iteration 38Q: 3 clusters Score -1.990741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 156414 members 
Entering Unmasked Estep 
Score: -19907410.000000 Penalty: 5933.914062
	Iteration 39Q: 3 clusters Score -1.990741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 156413 members 
Entering Unmasked Estep 
Score: -19907402.000000 Penalty: 5933.914062
	Iteration 40F: 3 clusters Score -1.99074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -36731.542969 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -36731.54 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 166 members 
Entering Unmasked Estep 
Score: -35362.226562 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -35362.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35551.714844 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -35551.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35602.238281 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -35602.24 nChanged 7
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: -35649.121094 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -35649.12 nChanged 4
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: -35673.953125 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -35673.95 nChanged 4
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: -35701.453125 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -35701.45 nChanged 6
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: -35726.039062 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -35726.04 nChanged 0
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: -35726.039062 Penalty: 2913.965820
	Iteration 7F: 3 clusters Score -35726.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (146438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146438 members 
Entering Unmasked Estep 
Score: -18875746.000000 Penalty: 2949.800781
	Iteration 0F: 2 clusters Score -1.887575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73063 members 
Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
Score: -18781938.000000 Penalty: 5899.601562
	Iteration 0F: 3 clusters Score -1.878194e+07 nChanged 69884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 75245 members 
Entering Unmasked Estep 
Score: -18822684.000000 Penalty: 5899.601562
	Iteration 1F: 3 clusters Score -1.882268e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70181 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -18823716.000000 Penalty: 5899.601562
	Iteration 2Q: 3 clusters Score -1.882372e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 77646 members 
Entering Unmasked Estep 
Score: -18825016.000000 Penalty: 5899.601562
	Iteration 3Q: 3 clusters Score -1.882502e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66949 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -18826620.000000 Penalty: 5899.601562
	Iteration 4Q: 3 clusters Score -1.882662e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 81893 members 
Entering Unmasked Estep 
Score: -18828954.000000 Penalty: 5899.601562
	Iteration 5Q: 3 clusters Score -1.882895e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 84842 members 
Entering Unmasked Estep 
Score: -18832156.000000 Penalty: 5899.601562
	Iteration 6Q: 3 clusters Score -1.883216e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 88151 members 
Entering Unmasked Estep 
Score: -18836900.000000 Penalty: 5899.601562
	Iteration 7F: 3 clusters Score -1.88369e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 91432 members 
Entering Unmasked Estep 
Score: -18842850.000000 Penalty: 5899.601562
	Iteration 8F: 3 clusters Score -1.884285e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 94066 members 
Entering Unmasked Estep 
Score: -18848790.000000 Penalty: 5899.601562
	Iteration 9F: 3 clusters Score -1.884879e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 95466 members 
Entering Unmasked Estep 
Score: -18853534.000000 Penalty: 5899.601562
	Iteration 10F: 3 clusters Score -1.885353e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -18856076.000000 Penalty: 5899.601562
	Iteration 11Q: 3 clusters Score -1.885608e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 96529 members 
Entering Unmasked Estep 
Score: -18857074.000000 Penalty: 5899.601562
	Iteration 12Q: 3 clusters Score -1.885707e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 96974 members 
Entering Unmasked Estep 
Score: -18857444.000000 Penalty: 5899.601562
	Iteration 13Q: 3 clusters Score -1.885744e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 97477 members 
Entering Unmasked Estep 
Score: -18857776.000000 Penalty: 5899.601562
	Iteration 14Q: 3 clusters Score -1.885778e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 97924 members 
Entering Unmasked Estep 
Score: -18858026.000000 Penalty: 5899.601562
	Iteration 15Q: 3 clusters Score -1.885803e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 98345 members 
Entering Unmasked Estep 
Score: -18858304.000000 Penalty: 5899.601562
	Iteration 16Q: 3 clusters Score -1.88583e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 98699 members 
Entering Unmasked Estep 
Score: -18858574.000000 Penalty: 5899.601562
	Iteration 17Q: 3 clusters Score -1.885857e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 98988 members 
Entering Unmasked Estep 
Score: -18858768.000000 Penalty: 5899.601562
	Iteration 18Q: 3 clusters Score -1.885877e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 99300 members 
Entering Unmasked Estep 
Score: -18859066.000000 Penalty: 5899.601562
	Iteration 19Q: 3 clusters Score -1.885907e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Mstep: Class 2 contains 99670 members 
Entering Unmasked Estep 
Score: -18859178.000000 Penalty: 5899.601562
	Iteration 20F: 3 clusters Score -1.885918e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 100093 members 
Entering Unmasked Estep 
Score: -18859454.000000 Penalty: 5899.601562
	Iteration 21Q: 3 clusters Score -1.885945e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 100659 members 
Entering Unmasked Estep 
Score: -18859686.000000 Penalty: 5899.601562
	Iteration 22Q: 3 clusters Score -1.885969e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 101206 members 
Entering Unmasked Estep 
Score: -18860006.000000 Penalty: 5899.601562
	Iteration 23Q: 3 clusters Score -1.886001e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 101769 members 
Entering Unmasked Estep 
Score: -18860272.000000 Penalty: 5899.601562
	Iteration 24Q: 3 clusters Score -1.886027e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 102382 members 
Entering Unmasked Estep 
Score: -18860462.000000 Penalty: 5899.601562
	Iteration 25Q: 3 clusters Score -1.886046e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 102986 members 
Entering Unmasked Estep 
Score: -18860650.000000 Penalty: 5899.601562
	Iteration 26Q: 3 clusters Score -1.886065e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 103626 members 
Entering Unmasked Estep 
Score: -18860824.000000 Penalty: 5899.601562
	Iteration 27Q: 3 clusters Score -1.886082e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 104320 members 
Entering Unmasked Estep 
Score: -18861050.000000 Penalty: 5899.601562
	Iteration 28Q: 3 clusters Score -1.886105e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 105052 members 
Entering Unmasked Estep 
Score: -18861176.000000 Penalty: 5899.601562
	Iteration 29Q: 3 clusters Score -1.886118e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 105829 members 
Entering Unmasked Estep 
Score: -18861362.000000 Penalty: 5899.601562
	Iteration 30Q: 3 clusters Score -1.886136e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 106655 members 
Entering Unmasked Estep 
Score: -18861524.000000 Penalty: 5899.601562
	Iteration 31Q: 3 clusters Score -1.886152e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 107492 members 
Entering Unmasked Estep 
Score: -18861692.000000 Penalty: 5899.601562
	Iteration 32Q: 3 clusters Score -1.886169e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 108334 members 
Entering Unmasked Estep 
Score: -18861846.000000 Penalty: 5899.601562
	Iteration 33Q: 3 clusters Score -1.886185e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 109166 members 
Entering Unmasked Estep 
Score: -18862032.000000 Penalty: 5899.601562
	Iteration 34Q: 3 clusters Score -1.886203e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 110057 members 
Entering Unmasked Estep 
Score: -18862164.000000 Penalty: 5899.601562
	Iteration 35Q: 3 clusters Score -1.886216e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 110995 members 
Entering Unmasked Estep 
Score: -18862378.000000 Penalty: 5899.601562
	Iteration 36Q: 3 clusters Score -1.886238e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 111982 members 
Entering Unmasked Estep 
Score: -18862672.000000 Penalty: 5899.601562
	Iteration 37Q: 3 clusters Score -1.886267e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 113022 members 
Entering Unmasked Estep 
Score: -18862904.000000 Penalty: 5899.601562
	Iteration 38Q: 3 clusters Score -1.88629e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 114049 members 
Entering Unmasked Estep 
Score: -18863256.000000 Penalty: 5899.601562
	Iteration 39Q: 3 clusters Score -1.886326e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 115133 members 
Entering Unmasked Estep 
Score: -18863558.000000 Penalty: 5899.601562
	Iteration 40F: 3 clusters Score -1.886356e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 116268 members 
Entering Unmasked Estep 
Score: -18863946.000000 Penalty: 5899.601562
	Iteration 41Q: 3 clusters Score -1.886395e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 117389 members 
Entering Unmasked Estep 
Score: -18864232.000000 Penalty: 5899.601562
	Iteration 42Q: 3 clusters Score -1.886423e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 118518 members 
Entering Unmasked Estep 
Score: -18864520.000000 Penalty: 5899.601562
	Iteration 43Q: 3 clusters Score -1.886452e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 119697 members 
Entering Unmasked Estep 
Score: -18864890.000000 Penalty: 5899.601562
	Iteration 44Q: 3 clusters Score -1.886489e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 120891 members 
Entering Unmasked Estep 
Score: -18865244.000000 Penalty: 5899.601562
	Iteration 45Q: 3 clusters Score -1.886524e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 122119 members 
Entering Unmasked Estep 
Score: -18865664.000000 Penalty: 5899.601562
	Iteration 46Q: 3 clusters Score -1.886566e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 123331 members 
Entering Unmasked Estep 
Score: -18866092.000000 Penalty: 5899.601562
	Iteration 47Q: 3 clusters Score -1.886609e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 124627 members 
Entering Unmasked Estep 
Score: -18866648.000000 Penalty: 5899.601562
	Iteration 48Q: 3 clusters Score -1.886665e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 125922 members 
Entering Unmasked Estep 
Score: -18867180.000000 Penalty: 5899.601562
	Iteration 49Q: 3 clusters Score -1.886718e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 127173 members 
Entering Unmasked Estep 
Score: -18867598.000000 Penalty: 5899.601562
	Iteration 50Q: 3 clusters Score -1.88676e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 128355 members 
Entering Unmasked Estep 
Score: -18868138.000000 Penalty: 5899.601562
	Iteration 51Q: 3 clusters Score -1.886814e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 129498 members 
Entering Unmasked Estep 
Score: -18868470.000000 Penalty: 5899.601562
	Iteration 52Q: 3 clusters Score -1.886847e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 130617 members 
Entering Unmasked Estep 
Score: -18868818.000000 Penalty: 5899.601562
	Iteration 53Q: 3 clusters Score -1.886882e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 131715 members 
Entering Unmasked Estep 
Score: -18869074.000000 Penalty: 5899.601562
	Iteration 54Q: 3 clusters Score -1.886907e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 132788 members 
Entering Unmasked Estep 
Score: -18869416.000000 Penalty: 5899.601562
	Iteration 55Q: 3 clusters Score -1.886942e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 133752 members 
Entering Unmasked Estep 
Score: -18869800.000000 Penalty: 5899.601562
	Iteration 56Q: 3 clusters Score -1.88698e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 134679 members 
Entering Unmasked Estep 
Score: -18870172.000000 Penalty: 5899.601562
	Iteration 57Q: 3 clusters Score -1.887017e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 135550 members 
Entering Unmasked Estep 
Score: -18870492.000000 Penalty: 5899.601562
	Iteration 58Q: 3 clusters Score -1.887049e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 136340 members 
Entering Unmasked Estep 
Score: -18870834.000000 Penalty: 5899.601562
	Iteration 59Q: 3 clusters Score -1.887083e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 137124 members 
Entering Unmasked Estep 
Score: -18871124.000000 Penalty: 5899.601562
	Iteration 60F: 3 clusters Score -1.887112e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 137888 members 
Entering Unmasked Estep 
Score: -18871438.000000 Penalty: 5899.601562
	Iteration 61Q: 3 clusters Score -1.887144e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 138552 members 
Entering Unmasked Estep 
Score: -18871710.000000 Penalty: 5899.601562
	Iteration 62Q: 3 clusters Score -1.887171e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 139140 members 
Entering Unmasked Estep 
Score: -18871896.000000 Penalty: 5899.601562
	Iteration 63Q: 3 clusters Score -1.88719e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 139713 members 
Entering Unmasked Estep 
Score: -18872076.000000 Penalty: 5899.601562
	Iteration 64Q: 3 clusters Score -1.887208e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 140226 members 
Entering Unmasked Estep 
Score: -18872180.000000 Penalty: 5899.601562
	Iteration 65Q: 3 clusters Score -1.887218e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 140678 members 
Entering Unmasked Estep 
Score: -18872256.000000 Penalty: 5899.601562
	Iteration 66Q: 3 clusters Score -1.887226e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 141056 members 
Entering Unmasked Estep 
Score: -18872378.000000 Penalty: 5899.601562
	Iteration 67Q: 3 clusters Score -1.887238e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 141402 members 
Entering Unmasked Estep 
Score: -18872476.000000 Penalty: 5899.601562
	Iteration 68Q: 3 clusters Score -1.887248e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 141749 members 
Entering Unmasked Estep 
Score: -18872674.000000 Penalty: 5899.601562
	Iteration 69Q: 3 clusters Score -1.887267e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 142040 members 
Entering Unmasked Estep 
Score: -18872772.000000 Penalty: 5899.601562
	Iteration 70Q: 3 clusters Score -1.887277e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 142279 members 
Entering Unmasked Estep 
Score: -18872790.000000 Penalty: 5899.601562
	Iteration 71Q: 3 clusters Score -1.887279e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 142504 members 
Entering Unmasked Estep 
Score: -18872834.000000 Penalty: 5899.601562
	Iteration 72Q: 3 clusters Score -1.887283e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 142716 members 
Entering Unmasked Estep 
Score: -18872848.000000 Penalty: 5899.601562
	Iteration 73Q: 3 clusters Score -1.887285e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 142922 members 
Entering Unmasked Estep 
Score: -18872874.000000 Penalty: 5899.601562
	Iteration 74Q: 3 clusters Score -1.887287e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 143112 members 
Entering Unmasked Estep 
Score: -18872934.000000 Penalty: 5899.601562
	Iteration 75Q: 3 clusters Score -1.887293e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 143272 members 
Entering Unmasked Estep 
Score: -18872942.000000 Penalty: 5899.601562
	Iteration 76Q: 3 clusters Score -1.887294e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 143416 members 
Entering Unmasked Estep 
Score: -18873008.000000 Penalty: 5899.601562
	Iteration 77Q: 3 clusters Score -1.887301e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 143541 members 
Entering Unmasked Estep 
Score: -18873054.000000 Penalty: 5899.601562
	Iteration 78Q: 3 clusters Score -1.887305e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 143640 members 
Entering Unmasked Estep 
Score: -18873074.000000 Penalty: 5899.601562
	Iteration 79Q: 3 clusters Score -1.887307e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 143730 members 
Entering Unmasked Estep 
Score: -18873106.000000 Penalty: 5899.601562
	Iteration 80F: 3 clusters Score -1.887311e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 143819 members 
Entering Unmasked Estep 
Score: -18873136.000000 Penalty: 5899.601562
	Iteration 81Q: 3 clusters Score -1.887314e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 143884 members 
Entering Unmasked Estep 
Score: -18873136.000000 Penalty: 5899.601562
	Iteration 82Q: 3 clusters Score -1.887314e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 143945 members 
Entering Unmasked Estep 
Score: -18873152.000000 Penalty: 5899.601562
	Iteration 83Q: 3 clusters Score -1.887315e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 143995 members 
Entering Unmasked Estep 
Score: -18873174.000000 Penalty: 5899.601562
	Iteration 84Q: 3 clusters Score -1.887317e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 144039 members 
Entering Unmasked Estep 
Score: -18873204.000000 Penalty: 5899.601562
	Iteration 85Q: 3 clusters Score -1.88732e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 144076 members 
Entering Unmasked Estep 
Score: -18873198.000000 Penalty: 5899.601562
	Iteration 86Q: 3 clusters Score -1.88732e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 144111 members 
Entering Unmasked Estep 
Score: -18873200.000000 Penalty: 5899.601562
	Iteration 87Q: 3 clusters Score -1.88732e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 144137 members 
Entering Unmasked Estep 
Score: -18873216.000000 Penalty: 5899.601562
	Iteration 88Q: 3 clusters Score -1.887322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 144157 members 
Entering Unmasked Estep 
Score: -18873216.000000 Penalty: 5899.601562
	Iteration 89Q: 3 clusters Score -1.887322e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 144180 members 
Entering Unmasked Estep 
Score: -18873220.000000 Penalty: 5899.601562
	Iteration 90Q: 3 clusters Score -1.887322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 144198 members 
Entering Unmasked Estep 
Score: -18873190.000000 Penalty: 5899.601562
	Iteration 91Q: 3 clusters Score -1.887319e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 144227 members 
Entering Unmasked Estep 
Score: -18873174.000000 Penalty: 5899.601562
	Iteration 92Q: 3 clusters Score -1.887317e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 144240 members 
Entering Unmasked Estep 
Score: -18873174.000000 Penalty: 5899.601562
	Iteration 93Q: 3 clusters Score -1.887317e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 144259 members 
Entering Unmasked Estep 
Score: -18873170.000000 Penalty: 5899.601562
	Iteration 94Q: 3 clusters Score -1.887317e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 144278 members 
Entering Unmasked Estep 
Score: -18873182.000000 Penalty: 5899.601562
	Iteration 95Q: 3 clusters Score -1.887318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 144289 members 
Entering Unmasked Estep 
Score: -18873178.000000 Penalty: 5899.601562
	Iteration 96Q: 3 clusters Score -1.887318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 144298 members 
Entering Unmasked Estep 
Score: -18873180.000000 Penalty: 5899.601562
	Iteration 97Q: 3 clusters Score -1.887318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 144303 members 
Entering Unmasked Estep 
Score: -18873198.000000 Penalty: 5899.601562
	Iteration 98Q: 3 clusters Score -1.88732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 144306 members 
Entering Unmasked Estep 
Score: -18873198.000000 Penalty: 5899.601562
	Iteration 99Q: 3 clusters Score -1.88732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 144313 members 
Entering Unmasked Estep 
Score: -18873206.000000 Penalty: 5899.601562
	Iteration 100F: 3 clusters Score -1.887321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 144325 members 
Entering Unmasked Estep 
Score: -18873214.000000 Penalty: 5899.601562
	Iteration 101Q: 3 clusters Score -1.887321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 144332 members 
Entering Unmasked Estep 
Score: -18873208.000000 Penalty: 5899.601562
	Iteration 102Q: 3 clusters Score -1.887321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 144344 members 
Entering Unmasked Estep 
Score: -18873212.000000 Penalty: 5899.601562
	Iteration 103Q: 3 clusters Score -1.887321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 144349 members 
Entering Unmasked Estep 
Score: -18873224.000000 Penalty: 5899.601562
	Iteration 104Q: 3 clusters Score -1.887322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 144355 members 
Entering Unmasked Estep 
Score: -18873220.000000 Penalty: 5899.601562
	Iteration 105Q: 3 clusters Score -1.887322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 144360 members 
Entering Unmasked Estep 
Score: -18873202.000000 Penalty: 5899.601562
	Iteration 106Q: 3 clusters Score -1.88732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 144368 members 
Entering Unmasked Estep 
Score: -18873232.000000 Penalty: 5899.601562
	Iteration 107Q: 3 clusters Score -1.887323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 144375 members 
Entering Unmasked Estep 
Score: -18873240.000000 Penalty: 5899.601562
	Iteration 108Q: 3 clusters Score -1.887324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 144375 members 
Entering Unmasked Estep 
Score: -18873238.000000 Penalty: 5899.601562
	Iteration 109Q: 3 clusters Score -1.887324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 144376 members 
Entering Unmasked Estep 
Score: -18873236.000000 Penalty: 5899.601562
	Iteration 110Q: 3 clusters Score -1.887324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 144377 members 
Entering Unmasked Estep 
Score: -18873240.000000 Penalty: 5899.601562
	Iteration 111Q: 3 clusters Score -1.887324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 144377 members 
Entering Unmasked Estep 
Score: -18873240.000000 Penalty: 5899.601562
	Iteration 112F: 3 clusters Score -1.887324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -55036.730469 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -55036.73 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 231 members 
Entering Unmasked Estep 
Score: -53514.218750 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -53514.22 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53691.000000 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -53691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -53735.210938 Penalty: 3081.452637
	Iteration 2Q: 3 clusters Score -53735.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53767.175781 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -53767.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53793.441406 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -53793.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -53827.511719 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -53827.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53840.003906 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -53840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -53850.265625 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -53850.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53856.277344 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -53856.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53859.140625 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -53859.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -53870.285156 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -53870.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53883.785156 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -53883.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53900.679688 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -53900.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53956.625000 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -53956.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53987.355469 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -53987.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54020.664062 Penalty: 3081.452637
	Iteration 15Q: 3 clusters Score -54020.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54034.414062 Penalty: 3081.452637
	Iteration 16Q: 3 clusters Score -54034.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54034.414062 Penalty: 3081.452637
	Iteration 17F: 3 clusters Score -54034.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -28831.234375 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -28831.23 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 129 members 
Entering Unmasked Estep 
Score: -27598.341797 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -27598.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27756.039062 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -27756.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27946.488281 Penalty: 2793.081055
	Iteration 2F: 3 clusters Score -27946.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27978.820312 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -27978.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27995.785156 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -27995.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28029.441406 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -28029.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28062.417969 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -28062.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28067.060547 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -28067.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28067.060547 Penalty: 2793.081055
	Iteration 8F: 3 clusters Score -28067.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -71268.179688 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -71268.18 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 325 members 
Entering Unmasked Estep 
Score: -69618.460938 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -69618.46 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69963.625000 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -69963.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -70156.492188 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -70156.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -70334.179688 Penalty: 3217.891357
	Iteration 3F: 3 clusters Score -70334.18 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -70567.789062 Penalty: 3217.891357
	Iteration 4F: 3 clusters Score -70567.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -70767.859375 Penalty: 3217.891357
	Iteration 5F: 3 clusters Score -70767.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -70978.531250 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -70978.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71126.195312 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -71126.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -71427.101562 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -71427.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -71746.757812 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -71746.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -71815.929688 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -71815.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -71825.859375 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -71825.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71831.921875 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -71831.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71834.523438 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -71834.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71841.609375 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -71841.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71841.609375 Penalty: 3217.891357
	Iteration 15F: 3 clusters Score -71841.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 148668 members 
Mstep: Class 3 contains 5375 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171654 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4336 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5927 members 
Mstep: Class 10 contains 155233 members 
Mstep: Class 11 contains 72256 members 
Mstep: Class 12 contains 160257 members 
Mstep: Class 13 contains 8844 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147307 members 
Mstep: Class 16 contains 59881 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 35410 members 
Mstep: Class 19 contains 156927 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146438 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 280 members 
Mstep: Class 25 contains 377 members 
Entering Unmasked Estep 
Score: -161323120.000000 Penalty: 87239.546875
Splitting cluster 24 changes total score from -161323808.000000 to -161323120.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 148668 members 
Mstep: Class 3 contains 5375 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171654 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4336 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5927 members 
Mstep: Class 10 contains 155233 members 
Mstep: Class 11 contains 72256 members 
Mstep: Class 12 contains 160257 members 
Mstep: Class 13 contains 8844 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147307 members 
Mstep: Class 16 contains 59881 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 35410 members 
Mstep: Class 19 contains 156927 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146438 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324304.000000 Penalty: 83749.968750
Iteration 319Q: 25 clusters Score -1.613243e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 148721 members 
Mstep: Class 3 contains 5373 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171615 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5919 members 
Mstep: Class 10 contains 155253 members 
Mstep: Class 11 contains 72261 members 
Mstep: Class 12 contains 160234 members 
Mstep: Class 13 contains 8845 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147323 members 
Mstep: Class 16 contains 59881 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 35415 members 
Mstep: Class 19 contains 156892 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146447 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324208.000000 Penalty: 83749.968750
Iteration 320F: 25 clusters Score -1.613242e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 148776 members 
Mstep: Class 3 contains 5372 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171593 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4333 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5908 members 
Mstep: Class 10 contains 155257 members 
Mstep: Class 11 contains 72266 members 
Mstep: Class 12 contains 160205 members 
Mstep: Class 13 contains 8846 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147345 members 
Mstep: Class 16 contains 59879 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 35416 members 
Mstep: Class 19 contains 156866 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146452 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324224.000000 Penalty: 83749.968750
Iteration 321Q: 25 clusters Score -1.613242e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 148816 members 
Mstep: Class 3 contains 5374 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171566 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4332 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 155269 members 
Mstep: Class 11 contains 72275 members 
Mstep: Class 12 contains 160182 members 
Mstep: Class 13 contains 8845 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147363 members 
Mstep: Class 16 contains 59871 members 
Mstep: Class 17 contains 4132 members 
Mstep: Class 18 contains 35424 members 
Mstep: Class 19 contains 156839 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146462 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324336.000000 Penalty: 83749.968750
Iteration 322Q: 25 clusters Score -1.613243e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 148848 members 
Mstep: Class 3 contains 5375 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171532 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4332 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5884 members 
Mstep: Class 10 contains 155286 members 
Mstep: Class 11 contains 72293 members 
Mstep: Class 12 contains 160128 members 
Mstep: Class 13 contains 8845 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147399 members 
Mstep: Class 16 contains 59867 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 35435 members 
Mstep: Class 19 contains 156810 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146480 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324368.000000 Penalty: 83749.968750
Iteration 323Q: 25 clusters Score -1.613244e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 148868 members 
Mstep: Class 3 contains 5375 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171511 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4332 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5872 members 
Mstep: Class 10 contains 155278 members 
Mstep: Class 11 contains 72305 members 
Mstep: Class 12 contains 160111 members 
Mstep: Class 13 contains 8846 members 
Mstep: Class 14 contains 1199 members 
Mstep: Class 15 contains 147450 members 
Mstep: Class 16 contains 59847 members 
Mstep: Class 17 contains 4131 members 
Mstep: Class 18 contains 35447 members 
Mstep: Class 19 contains 156791 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146483 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324448.000000 Penalty: 83749.968750
Iteration 324Q: 25 clusters Score -1.613244e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 148890 members 
Mstep: Class 3 contains 5373 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171485 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4331 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5857 members 
Mstep: Class 10 contains 155275 members 
Mstep: Class 11 contains 72314 members 
Mstep: Class 12 contains 160084 members 
Mstep: Class 13 contains 8847 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147499 members 
Mstep: Class 16 contains 59828 members 
Mstep: Class 17 contains 4130 members 
Mstep: Class 18 contains 35470 members 
Mstep: Class 19 contains 156770 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146496 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324624.000000 Penalty: 83749.968750
Iteration 325Q: 25 clusters Score -1.613246e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 148936 members 
Mstep: Class 3 contains 5373 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171465 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4330 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 155284 members 
Mstep: Class 11 contains 72314 members 
Mstep: Class 12 contains 160040 members 
Mstep: Class 13 contains 8845 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147539 members 
Mstep: Class 16 contains 59813 members 
Mstep: Class 17 contains 4130 members 
Mstep: Class 18 contains 35489 members 
Mstep: Class 19 contains 156738 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146504 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324640.000000 Penalty: 83749.968750
Iteration 326Q: 25 clusters Score -1.613246e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 148971 members 
Mstep: Class 3 contains 5374 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171419 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4327 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 155286 members 
Mstep: Class 11 contains 72319 members 
Mstep: Class 12 contains 160018 members 
Mstep: Class 13 contains 8845 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147591 members 
Mstep: Class 16 contains 59798 members 
Mstep: Class 17 contains 4130 members 
Mstep: Class 18 contains 35505 members 
Mstep: Class 19 contains 156702 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146518 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324544.000000 Penalty: 83749.968750
Iteration 327Q: 25 clusters Score -1.613245e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 149036 members 
Mstep: Class 3 contains 5376 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171361 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4324 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5841 members 
Mstep: Class 10 contains 155278 members 
Mstep: Class 11 contains 72329 members 
Mstep: Class 12 contains 159969 members 
Mstep: Class 13 contains 8847 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147635 members 
Mstep: Class 16 contains 59770 members 
Mstep: Class 17 contains 4132 members 
Mstep: Class 18 contains 35545 members 
Mstep: Class 19 contains 156669 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146538 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324416.000000 Penalty: 83749.968750
Iteration 328Q: 25 clusters Score -1.613244e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 149077 members 
Mstep: Class 3 contains 5376 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171311 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4325 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5833 members 
Mstep: Class 10 contains 155256 members 
Mstep: Class 11 contains 72346 members 
Mstep: Class 12 contains 159952 members 
Mstep: Class 13 contains 8847 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147692 members 
Mstep: Class 16 contains 59718 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 35603 members 
Mstep: Class 19 contains 156620 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146559 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324560.000000 Penalty: 83749.968750
Iteration 329Q: 25 clusters Score -1.613246e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 149103 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171268 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4324 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5824 members 
Mstep: Class 10 contains 155261 members 
Mstep: Class 11 contains 72355 members 
Mstep: Class 12 contains 159950 members 
Mstep: Class 13 contains 8846 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147717 members 
Mstep: Class 16 contains 59673 members 
Mstep: Class 17 contains 4138 members 
Mstep: Class 18 contains 35652 members 
Mstep: Class 19 contains 156586 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146573 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324544.000000 Penalty: 83749.968750
Iteration 330Q: 25 clusters Score -1.613245e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 149159 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171208 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4323 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5818 members 
Mstep: Class 10 contains 155228 members 
Mstep: Class 11 contains 72369 members 
Mstep: Class 12 contains 159953 members 
Mstep: Class 13 contains 8844 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147760 members 
Mstep: Class 16 contains 59631 members 
Mstep: Class 17 contains 4138 members 
Mstep: Class 18 contains 35707 members 
Mstep: Class 19 contains 156529 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146605 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324640.000000 Penalty: 83749.968750
Iteration 331Q: 25 clusters Score -1.613246e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 149205 members 
Mstep: Class 3 contains 5392 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171156 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4321 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5805 members 
Mstep: Class 10 contains 155161 members 
Mstep: Class 11 contains 72384 members 
Mstep: Class 12 contains 159939 members 
Mstep: Class 13 contains 8846 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147803 members 
Mstep: Class 16 contains 59608 members 
Mstep: Class 17 contains 4137 members 
Mstep: Class 18 contains 35749 members 
Mstep: Class 19 contains 156514 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146630 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324736.000000 Penalty: 83749.968750
Iteration 332Q: 25 clusters Score -1.613247e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 149237 members 
Mstep: Class 3 contains 5393 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171124 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4319 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5794 members 
Mstep: Class 10 contains 155161 members 
Mstep: Class 11 contains 72388 members 
Mstep: Class 12 contains 159894 members 
Mstep: Class 13 contains 8851 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147828 members 
Mstep: Class 16 contains 59576 members 
Mstep: Class 17 contains 4137 members 
Mstep: Class 18 contains 35790 members 
Mstep: Class 19 contains 156493 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146666 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324848.000000 Penalty: 83749.968750
Iteration 333Q: 25 clusters Score -1.613248e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 149263 members 
Mstep: Class 3 contains 5391 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171103 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5777 members 
Mstep: Class 10 contains 155153 members 
Mstep: Class 11 contains 72396 members 
Mstep: Class 12 contains 159861 members 
Mstep: Class 13 contains 8858 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147861 members 
Mstep: Class 16 contains 59548 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 35823 members 
Mstep: Class 19 contains 156478 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146688 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324960.000000 Penalty: 83749.968750
Iteration 334Q: 25 clusters Score -1.61325e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 149267 members 
Mstep: Class 3 contains 5388 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171079 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4314 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5769 members 
Mstep: Class 10 contains 155171 members 
Mstep: Class 11 contains 72404 members 
Mstep: Class 12 contains 159808 members 
Mstep: Class 13 contains 8864 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147901 members 
Mstep: Class 16 contains 59534 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 35847 members 
Mstep: Class 19 contains 156464 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146708 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325008.000000 Penalty: 83749.968750
Iteration 335Q: 25 clusters Score -1.61325e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 149265 members 
Mstep: Class 3 contains 5385 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171067 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4311 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5763 members 
Mstep: Class 10 contains 155182 members 
Mstep: Class 11 contains 72417 members 
Mstep: Class 12 contains 159771 members 
Mstep: Class 13 contains 8869 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147928 members 
Mstep: Class 16 contains 59512 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 35870 members 
Mstep: Class 19 contains 156446 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146734 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325184.000000 Penalty: 83749.968750
Iteration 336Q: 25 clusters Score -1.613252e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 149276 members 
Mstep: Class 3 contains 5383 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171061 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4306 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5755 members 
Mstep: Class 10 contains 155184 members 
Mstep: Class 11 contains 72425 members 
Mstep: Class 12 contains 159720 members 
Mstep: Class 13 contains 8869 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 147972 members 
Mstep: Class 16 contains 59497 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 35890 members 
Mstep: Class 19 contains 156423 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146758 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325152.000000 Penalty: 83749.968750
Iteration 337Q: 25 clusters Score -1.613252e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 149300 members 
Mstep: Class 3 contains 5382 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171051 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4298 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5748 members 
Mstep: Class 10 contains 155169 members 
Mstep: Class 11 contains 72439 members 
Mstep: Class 12 contains 159664 members 
Mstep: Class 13 contains 8868 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 148021 members 
Mstep: Class 16 contains 59490 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 35913 members 
Mstep: Class 19 contains 156392 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146785 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325248.000000 Penalty: 83749.968750
Iteration 338Q: 25 clusters Score -1.613252e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 149334 members 
Mstep: Class 3 contains 5384 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171030 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4293 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5747 members 
Mstep: Class 10 contains 155181 members 
Mstep: Class 11 contains 72449 members 
Mstep: Class 12 contains 159623 members 
Mstep: Class 13 contains 8868 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 148067 members 
Mstep: Class 16 contains 59474 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 35940 members 
Mstep: Class 19 contains 156322 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146808 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325344.000000 Penalty: 83749.968750
Iteration 339Q: 25 clusters Score -1.613253e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 149357 members 
Mstep: Class 3 contains 5373 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171019 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4291 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5746 members 
Mstep: Class 10 contains 155187 members 
Mstep: Class 11 contains 72462 members 
Mstep: Class 12 contains 159604 members 
Mstep: Class 13 contains 8868 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 148108 members 
Mstep: Class 16 contains 59450 members 
Mstep: Class 17 contains 4131 members 
Mstep: Class 18 contains 35963 members 
Mstep: Class 19 contains 156270 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146824 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325360.000000 Penalty: 83749.968750
Iteration 340F: 25 clusters Score -1.613254e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 149374 members 
Mstep: Class 3 contains 5372 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171012 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4285 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5743 members 
Mstep: Class 10 contains 155209 members 
Mstep: Class 11 contains 72480 members 
Mstep: Class 12 contains 159546 members 
Mstep: Class 13 contains 8867 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 148154 members 
Mstep: Class 16 contains 59424 members 
Mstep: Class 17 contains 4130 members 
Mstep: Class 18 contains 35993 members 
Mstep: Class 19 contains 156218 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146847 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325168.000000 Penalty: 83749.968750
Iteration 341Q: 25 clusters Score -1.613252e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 149388 members 
Mstep: Class 3 contains 5368 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 171011 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4284 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5743 members 
Mstep: Class 10 contains 155215 members 
Mstep: Class 11 contains 72494 members 
Mstep: Class 12 contains 159509 members 
Mstep: Class 13 contains 8871 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 148211 members 
Mstep: Class 16 contains 59386 members 
Mstep: Class 17 contains 4128 members 
Mstep: Class 18 contains 36021 members 
Mstep: Class 19 contains 156163 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146864 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325296.000000 Penalty: 83749.968750
Iteration 342Q: 25 clusters Score -1.613253e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 149409 members 
Mstep: Class 3 contains 5365 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170993 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4284 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5742 members 
Mstep: Class 10 contains 155217 members 
Mstep: Class 11 contains 72506 members 
Mstep: Class 12 contains 159478 members 
Mstep: Class 13 contains 8872 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 148267 members 
Mstep: Class 16 contains 59351 members 
Mstep: Class 17 contains 4125 members 
Mstep: Class 18 contains 36049 members 
Mstep: Class 19 contains 156127 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146872 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325296.000000 Penalty: 83749.968750
Iteration 343Q: 25 clusters Score -1.613253e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149429 members 
Mstep: Class 3 contains 5364 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170998 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4283 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5740 members 
Mstep: Class 10 contains 155231 members 
Mstep: Class 11 contains 72521 members 
Mstep: Class 12 contains 159411 members 
Mstep: Class 13 contains 8868 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 148321 members 
Mstep: Class 16 contains 59300 members 
Mstep: Class 17 contains 4125 members 
Mstep: Class 18 contains 36091 members 
Mstep: Class 19 contains 156103 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146875 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325376.000000 Penalty: 83749.968750
Iteration 344Q: 25 clusters Score -1.613254e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149432 members 
Mstep: Class 3 contains 5361 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170995 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4282 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 155263 members 
Mstep: Class 11 contains 72543 members 
Mstep: Class 12 contains 159362 members 
Mstep: Class 13 contains 8865 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 148357 members 
Mstep: Class 16 contains 59257 members 
Mstep: Class 17 contains 4124 members 
Mstep: Class 18 contains 36114 members 
Mstep: Class 19 contains 156089 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146882 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325376.000000 Penalty: 83749.968750
Iteration 345Q: 25 clusters Score -1.613254e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149441 members 
Mstep: Class 3 contains 5359 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170996 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4277 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 155312 members 
Mstep: Class 11 contains 72548 members 
Mstep: Class 12 contains 159310 members 
Mstep: Class 13 contains 8861 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 148389 members 
Mstep: Class 16 contains 59221 members 
Mstep: Class 17 contains 4123 members 
Mstep: Class 18 contains 36136 members 
Mstep: Class 19 contains 156063 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146897 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325536.000000 Penalty: 83749.968750
Iteration 346Q: 25 clusters Score -1.613255e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149447 members 
Mstep: Class 3 contains 5355 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170985 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4274 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 155324 members 
Mstep: Class 11 contains 72552 members 
Mstep: Class 12 contains 159284 members 
Mstep: Class 13 contains 8863 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 148421 members 
Mstep: Class 16 contains 59181 members 
Mstep: Class 17 contains 4120 members 
Mstep: Class 18 contains 36177 members 
Mstep: Class 19 contains 156054 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146902 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325600.000000 Penalty: 83749.968750
Iteration 347Q: 25 clusters Score -1.613256e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149452 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170971 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4272 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5716 members 
Mstep: Class 10 contains 155353 members 
Mstep: Class 11 contains 72558 members 
Mstep: Class 12 contains 159209 members 
Mstep: Class 13 contains 8864 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 148463 members 
Mstep: Class 16 contains 59131 members 
Mstep: Class 17 contains 4120 members 
Mstep: Class 18 contains 36230 members 
Mstep: Class 19 contains 156055 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146916 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325584.000000 Penalty: 83749.968750
Iteration 348Q: 25 clusters Score -1.613256e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149464 members 
Mstep: Class 3 contains 5346 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170932 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4268 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5711 members 
Mstep: Class 10 contains 155353 members 
Mstep: Class 11 contains 72568 members 
Mstep: Class 12 contains 159137 members 
Mstep: Class 13 contains 8864 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 148533 members 
Mstep: Class 16 contains 59091 members 
Mstep: Class 17 contains 4119 members 
Mstep: Class 18 contains 36297 members 
Mstep: Class 19 contains 156033 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146945 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325600.000000 Penalty: 83749.968750
Iteration 349Q: 25 clusters Score -1.613256e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149485 members 
Mstep: Class 3 contains 5339 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170896 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4265 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5708 members 
Mstep: Class 10 contains 155353 members 
Mstep: Class 11 contains 72577 members 
Mstep: Class 12 contains 159079 members 
Mstep: Class 13 contains 8864 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 148608 members 
Mstep: Class 16 contains 59047 members 
Mstep: Class 17 contains 4117 members 
Mstep: Class 18 contains 36357 members 
Mstep: Class 19 contains 156002 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146964 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325552.000000 Penalty: 83749.968750
Iteration 350Q: 25 clusters Score -1.613256e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149486 members 
Mstep: Class 3 contains 5332 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170868 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4262 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5707 members 
Mstep: Class 10 contains 155358 members 
Mstep: Class 11 contains 72587 members 
Mstep: Class 12 contains 159048 members 
Mstep: Class 13 contains 8862 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 148668 members 
Mstep: Class 16 contains 58997 members 
Mstep: Class 17 contains 4117 members 
Mstep: Class 18 contains 36414 members 
Mstep: Class 19 contains 155979 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146976 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325600.000000 Penalty: 83749.968750
Iteration 351Q: 25 clusters Score -1.613256e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149497 members 
Mstep: Class 3 contains 5324 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170835 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4260 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5706 members 
Mstep: Class 10 contains 155360 members 
Mstep: Class 11 contains 72586 members 
Mstep: Class 12 contains 159011 members 
Mstep: Class 13 contains 8863 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 148730 members 
Mstep: Class 16 contains 58948 members 
Mstep: Class 17 contains 4114 members 
Mstep: Class 18 contains 36481 members 
Mstep: Class 19 contains 155953 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 146993 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325760.000000 Penalty: 83749.968750
Iteration 352Q: 25 clusters Score -1.613258e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149502 members 
Mstep: Class 3 contains 5321 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170806 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4255 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5702 members 
Mstep: Class 10 contains 155361 members 
Mstep: Class 11 contains 72600 members 
Mstep: Class 12 contains 158974 members 
Mstep: Class 13 contains 8865 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 148786 members 
Mstep: Class 16 contains 58910 members 
Mstep: Class 17 contains 4112 members 
Mstep: Class 18 contains 36534 members 
Mstep: Class 19 contains 155918 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147016 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325888.000000 Penalty: 83749.968750
Iteration 353Q: 25 clusters Score -1.613259e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149528 members 
Mstep: Class 3 contains 5320 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170766 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4254 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5701 members 
Mstep: Class 10 contains 155386 members 
Mstep: Class 11 contains 72608 members 
Mstep: Class 12 contains 158924 members 
Mstep: Class 13 contains 8867 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 148832 members 
Mstep: Class 16 contains 58863 members 
Mstep: Class 17 contains 4113 members 
Mstep: Class 18 contains 36586 members 
Mstep: Class 19 contains 155889 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147024 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326064.000000 Penalty: 83749.968750
Iteration 354Q: 25 clusters Score -1.613261e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149545 members 
Mstep: Class 3 contains 5322 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170711 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4253 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5697 members 
Mstep: Class 10 contains 155393 members 
Mstep: Class 11 contains 72616 members 
Mstep: Class 12 contains 158928 members 
Mstep: Class 13 contains 8868 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 148854 members 
Mstep: Class 16 contains 58814 members 
Mstep: Class 17 contains 4113 members 
Mstep: Class 18 contains 36645 members 
Mstep: Class 19 contains 155856 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147046 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326112.000000 Penalty: 83749.968750
Iteration 355Q: 25 clusters Score -1.613261e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 149531 members 
Mstep: Class 3 contains 5325 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170655 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4250 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5692 members 
Mstep: Class 10 contains 155426 members 
Mstep: Class 11 contains 72623 members 
Mstep: Class 12 contains 158947 members 
Mstep: Class 13 contains 8869 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 148881 members 
Mstep: Class 16 contains 58767 members 
Mstep: Class 17 contains 4113 members 
Mstep: Class 18 contains 36709 members 
Mstep: Class 19 contains 155826 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147046 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325904.000000 Penalty: 83749.968750
Iteration 356Q: 25 clusters Score -1.613259e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 149558 members 
Mstep: Class 3 contains 5329 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170615 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4242 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5684 members 
Mstep: Class 10 contains 155439 members 
Mstep: Class 11 contains 72638 members 
Mstep: Class 12 contains 158918 members 
Mstep: Class 13 contains 8870 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 148913 members 
Mstep: Class 16 contains 58702 members 
Mstep: Class 17 contains 4111 members 
Mstep: Class 18 contains 36792 members 
Mstep: Class 19 contains 155795 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147054 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325920.000000 Penalty: 83749.968750
Iteration 357Q: 25 clusters Score -1.613259e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 149581 members 
Mstep: Class 3 contains 5328 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170577 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4237 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 155476 members 
Mstep: Class 11 contains 72654 members 
Mstep: Class 12 contains 158897 members 
Mstep: Class 13 contains 8870 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 148940 members 
Mstep: Class 16 contains 58638 members 
Mstep: Class 17 contains 4107 members 
Mstep: Class 18 contains 36862 members 
Mstep: Class 19 contains 155756 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147062 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325920.000000 Penalty: 83749.968750
Iteration 358Q: 25 clusters Score -1.613259e+08 nChanged 830
Entering ConstructFrom: 
Score: -161325920.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (4170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Entering Unmasked Estep 
Score: -515854.062500 Penalty: 2067.246582
	Iteration 0F: 2 clusters Score -515854.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -511841.875000 Penalty: 4134.493164
	Iteration 0F: 3 clusters Score -511841.9 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -512776.406250 Penalty: 4134.493164
	Iteration 1F: 3 clusters Score -512776.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -513097.375000 Penalty: 4134.493164
	Iteration 2F: 3 clusters Score -513097.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -513372.625000 Penalty: 4134.493164
	Iteration 3F: 3 clusters Score -513372.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -513610.468750 Penalty: 4134.493164
	Iteration 4F: 3 clusters Score -513610.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -513826.718750 Penalty: 4134.493164
	Iteration 5F: 3 clusters Score -513826.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -514001.062500 Penalty: 4134.493164
	Iteration 6Q: 3 clusters Score -514001.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -514190.843750 Penalty: 4134.493164
	Iteration 7Q: 3 clusters Score -514190.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -514422.687500 Penalty: 4134.493164
	Iteration 8Q: 3 clusters Score -514422.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -514633.843750 Penalty: 4134.493164
	Iteration 9Q: 3 clusters Score -514633.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -514797.687500 Penalty: 4134.493164
	Iteration 10Q: 3 clusters Score -514797.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -514917.156250 Penalty: 4134.493164
	Iteration 11Q: 3 clusters Score -514917.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -515020.187500 Penalty: 4134.493164
	Iteration 12Q: 3 clusters Score -515020.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -515109.062500 Penalty: 4134.493164
	Iteration 13Q: 3 clusters Score -515109.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -515205.843750 Penalty: 4134.493164
	Iteration 14Q: 3 clusters Score -515205.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -515302.000000 Penalty: 4134.493164
	Iteration 15Q: 3 clusters Score -515302 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -515373.312500 Penalty: 4134.493164
	Iteration 16Q: 3 clusters Score -515373.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -515419.968750 Penalty: 4134.493164
	Iteration 17Q: 3 clusters Score -515420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -515448.187500 Penalty: 4134.493164
	Iteration 18Q: 3 clusters Score -515448.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -515461.843750 Penalty: 4134.493164
	Iteration 19Q: 3 clusters Score -515461.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -515471.312500 Penalty: 4134.493164
	Iteration 20F: 3 clusters Score -515471.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -515473.187500 Penalty: 4134.493164
	Iteration 21Q: 3 clusters Score -515473.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -515476.343750 Penalty: 4134.493164
	Iteration 22Q: 3 clusters Score -515476.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -515475.875000 Penalty: 4134.493164
	Iteration 23Q: 3 clusters Score -515475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -515477.531250 Penalty: 4134.493164
	Iteration 24Q: 3 clusters Score -515477.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -515478.031250 Penalty: 4134.493164
	Iteration 25Q: 3 clusters Score -515478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -515478.906250 Penalty: 4134.493164
	Iteration 26Q: 3 clusters Score -515478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -515478.781250 Penalty: 4134.493164
	Iteration 27Q: 3 clusters Score -515478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -515479.375000 Penalty: 4134.493164
	Iteration 28Q: 3 clusters Score -515479.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -515479.812500 Penalty: 4134.493164
	Iteration 29Q: 3 clusters Score -515479.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -515482.250000 Penalty: 4134.493164
	Iteration 30Q: 3 clusters Score -515482.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -515483.812500 Penalty: 4134.493164
	Iteration 31Q: 3 clusters Score -515483.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -515485.187500 Penalty: 4134.493164
	Iteration 32Q: 3 clusters Score -515485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -515485.781250 Penalty: 4134.493164
	Iteration 33Q: 3 clusters Score -515485.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -515485.781250 Penalty: 4134.493164
	Iteration 34F: 3 clusters Score -515485.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (149612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149612 members 
Entering Unmasked Estep 
Score: -19137662.000000 Penalty: 2955.118408
	Iteration 0F: 2 clusters Score -1.913766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 74934 members 
Entering Unmasked Estep 
Score: -19040608.000000 Penalty: 5910.236816
	Iteration 0F: 3 clusters Score -1.904061e+07 nChanged 71482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -19082462.000000 Penalty: 5910.236816
	Iteration 1F: 3 clusters Score -1.908246e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 78456 members 
Entering Unmasked Estep 
Score: -19083644.000000 Penalty: 5910.236816
	Iteration 2Q: 3 clusters Score -1.908364e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -19085370.000000 Penalty: 5910.236816
	Iteration 3Q: 3 clusters Score -1.908537e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 84206 members 
Entering Unmasked Estep 
Score: -19088044.000000 Penalty: 5910.236816
	Iteration 4Q: 3 clusters Score -1.908804e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60520 members 
Mstep: Class 2 contains 89092 members 
Entering Unmasked Estep 
Score: -19091894.000000 Penalty: 5910.236816
	Iteration 5F: 3 clusters Score -1.909189e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 95278 members 
Entering Unmasked Estep 
Score: -19098190.000000 Penalty: 5910.236816
	Iteration 6F: 3 clusters Score -1.909819e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 102089 members 
Entering Unmasked Estep 
Score: -19106222.000000 Penalty: 5910.236816
	Iteration 7F: 3 clusters Score -1.910622e+07 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 108193 members 
Entering Unmasked Estep 
Score: -19114400.000000 Penalty: 5910.236816
	Iteration 8F: 3 clusters Score -1.91144e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 112422 members 
Entering Unmasked Estep 
Score: -19119988.000000 Penalty: 5910.236816
	Iteration 9F: 3 clusters Score -1.911999e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 115137 members 
Entering Unmasked Estep 
Score: -19122446.000000 Penalty: 5910.236816
	Iteration 10Q: 3 clusters Score -1.912245e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 117517 members 
Entering Unmasked Estep 
Score: -19123620.000000 Penalty: 5910.236816
	Iteration 11Q: 3 clusters Score -1.912362e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 119706 members 
Entering Unmasked Estep 
Score: -19124474.000000 Penalty: 5910.236816
	Iteration 12Q: 3 clusters Score -1.912447e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 121832 members 
Entering Unmasked Estep 
Score: -19125262.000000 Penalty: 5910.236816
	Iteration 13Q: 3 clusters Score -1.912526e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 123816 members 
Entering Unmasked Estep 
Score: -19126158.000000 Penalty: 5910.236816
	Iteration 14Q: 3 clusters Score -1.912616e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 125770 members 
Entering Unmasked Estep 
Score: -19127036.000000 Penalty: 5910.236816
	Iteration 15Q: 3 clusters Score -1.912704e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 127700 members 
Entering Unmasked Estep 
Score: -19127998.000000 Penalty: 5910.236816
	Iteration 16Q: 3 clusters Score -1.9128e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 129553 members 
Entering Unmasked Estep 
Score: -19128888.000000 Penalty: 5910.236816
	Iteration 17Q: 3 clusters Score -1.912889e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 131303 members 
Entering Unmasked Estep 
Score: -19129688.000000 Penalty: 5910.236816
	Iteration 18Q: 3 clusters Score -1.912969e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 132964 members 
Entering Unmasked Estep 
Score: -19130356.000000 Penalty: 5910.236816
	Iteration 19Q: 3 clusters Score -1.913036e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 134505 members 
Entering Unmasked Estep 
Score: -19130986.000000 Penalty: 5910.236816
	Iteration 20F: 3 clusters Score -1.913099e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 135964 members 
Entering Unmasked Estep 
Score: -19131548.000000 Penalty: 5910.236816
	Iteration 21Q: 3 clusters Score -1.913155e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 137344 members 
Entering Unmasked Estep 
Score: -19132102.000000 Penalty: 5910.236816
	Iteration 22Q: 3 clusters Score -1.91321e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 138680 members 
Entering Unmasked Estep 
Score: -19132636.000000 Penalty: 5910.236816
	Iteration 23Q: 3 clusters Score -1.913264e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 139901 members 
Entering Unmasked Estep 
Score: -19133254.000000 Penalty: 5910.236816
	Iteration 24Q: 3 clusters Score -1.913325e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 141031 members 
Entering Unmasked Estep 
Score: -19133656.000000 Penalty: 5910.236816
	Iteration 25Q: 3 clusters Score -1.913366e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 142031 members 
Entering Unmasked Estep 
Score: -19133974.000000 Penalty: 5910.236816
	Iteration 26Q: 3 clusters Score -1.913397e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 142886 members 
Entering Unmasked Estep 
Score: -19134240.000000 Penalty: 5910.236816
	Iteration 27Q: 3 clusters Score -1.913424e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 143659 members 
Entering Unmasked Estep 
Score: -19134400.000000 Penalty: 5910.236816
	Iteration 28Q: 3 clusters Score -1.91344e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 144285 members 
Entering Unmasked Estep 
Score: -19134656.000000 Penalty: 5910.236816
	Iteration 29Q: 3 clusters Score -1.913466e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 144832 members 
Entering Unmasked Estep 
Score: -19134858.000000 Penalty: 5910.236816
	Iteration 30Q: 3 clusters Score -1.913486e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 145295 members 
Entering Unmasked Estep 
Score: -19134958.000000 Penalty: 5910.236816
	Iteration 31Q: 3 clusters Score -1.913496e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 145696 members 
Entering Unmasked Estep 
Score: -19135082.000000 Penalty: 5910.236816
	Iteration 32Q: 3 clusters Score -1.913508e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 145997 members 
Entering Unmasked Estep 
Score: -19135178.000000 Penalty: 5910.236816
	Iteration 33Q: 3 clusters Score -1.913518e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 146246 members 
Entering Unmasked Estep 
Score: -19135270.000000 Penalty: 5910.236816
	Iteration 34Q: 3 clusters Score -1.913527e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 146447 members 
Entering Unmasked Estep 
Score: -19135326.000000 Penalty: 5910.236816
	Iteration 35Q: 3 clusters Score -1.913533e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 146612 members 
Entering Unmasked Estep 
Score: -19135366.000000 Penalty: 5910.236816
	Iteration 36Q: 3 clusters Score -1.913537e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 146765 members 
Entering Unmasked Estep 
Score: -19135444.000000 Penalty: 5910.236816
	Iteration 37Q: 3 clusters Score -1.913544e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 146885 members 
Entering Unmasked Estep 
Score: -19135480.000000 Penalty: 5910.236816
	Iteration 38Q: 3 clusters Score -1.913548e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 147009 members 
Entering Unmasked Estep 
Score: -19135544.000000 Penalty: 5910.236816
	Iteration 39Q: 3 clusters Score -1.913554e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 147113 members 
Entering Unmasked Estep 
Score: -19135584.000000 Penalty: 5910.236816
	Iteration 40F: 3 clusters Score -1.913558e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 147190 members 
Entering Unmasked Estep 
Score: -19135594.000000 Penalty: 5910.236816
	Iteration 41Q: 3 clusters Score -1.913559e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 147253 members 
Entering Unmasked Estep 
Score: -19135664.000000 Penalty: 5910.236816
	Iteration 42Q: 3 clusters Score -1.913566e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 147300 members 
Entering Unmasked Estep 
Score: -19135632.000000 Penalty: 5910.236816
	Iteration 43Q: 3 clusters Score -1.913563e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 147342 members 
Entering Unmasked Estep 
Score: -19135630.000000 Penalty: 5910.236816
	Iteration 44Q: 3 clusters Score -1.913563e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 147377 members 
Entering Unmasked Estep 
Score: -19135646.000000 Penalty: 5910.236816
	Iteration 45Q: 3 clusters Score -1.913565e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 147412 members 
Entering Unmasked Estep 
Score: -19135652.000000 Penalty: 5910.236816
	Iteration 46Q: 3 clusters Score -1.913565e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 147449 members 
Entering Unmasked Estep 
Score: -19135660.000000 Penalty: 5910.236816
	Iteration 47Q: 3 clusters Score -1.913566e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 147483 members 
Entering Unmasked Estep 
Score: -19135662.000000 Penalty: 5910.236816
	Iteration 48Q: 3 clusters Score -1.913566e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 147517 members 
Entering Unmasked Estep 
Score: -19135682.000000 Penalty: 5910.236816
	Iteration 49Q: 3 clusters Score -1.913568e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 147548 members 
Entering Unmasked Estep 
Score: -19135694.000000 Penalty: 5910.236816
	Iteration 50Q: 3 clusters Score -1.913569e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 147574 members 
Entering Unmasked Estep 
Score: -19135682.000000 Penalty: 5910.236816
	Iteration 51Q: 3 clusters Score -1.913568e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 147595 members 
Entering Unmasked Estep 
Score: -19135690.000000 Penalty: 5910.236816
	Iteration 52Q: 3 clusters Score -1.913569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 147613 members 
Entering Unmasked Estep 
Score: -19135686.000000 Penalty: 5910.236816
	Iteration 53Q: 3 clusters Score -1.913569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 147631 members 
Entering Unmasked Estep 
Score: -19135692.000000 Penalty: 5910.236816
	Iteration 54Q: 3 clusters Score -1.913569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 147645 members 
Entering Unmasked Estep 
Score: -19135678.000000 Penalty: 5910.236816
	Iteration 55Q: 3 clusters Score -1.913568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 147658 members 
Entering Unmasked Estep 
Score: -19135700.000000 Penalty: 5910.236816
	Iteration 56Q: 3 clusters Score -1.91357e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 147673 members 
Entering Unmasked Estep 
Score: -19135690.000000 Penalty: 5910.236816
	Iteration 57Q: 3 clusters Score -1.913569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 147683 members 
Entering Unmasked Estep 
Score: -19135698.000000 Penalty: 5910.236816
	Iteration 58Q: 3 clusters Score -1.91357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 147690 members 
Entering Unmasked Estep 
Score: -19135706.000000 Penalty: 5910.236816
	Iteration 59Q: 3 clusters Score -1.913571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 147699 members 
Entering Unmasked Estep 
Score: -19135712.000000 Penalty: 5910.236816
	Iteration 60F: 3 clusters Score -1.913571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 147713 members 
Entering Unmasked Estep 
Score: -19135708.000000 Penalty: 5910.236816
	Iteration 61Q: 3 clusters Score -1.913571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 147722 members 
Entering Unmasked Estep 
Score: -19135702.000000 Penalty: 5910.236816
	Iteration 62Q: 3 clusters Score -1.91357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 147729 members 
Entering Unmasked Estep 
Score: -19135700.000000 Penalty: 5910.236816
	Iteration 63Q: 3 clusters Score -1.91357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 147733 members 
Entering Unmasked Estep 
Score: -19135704.000000 Penalty: 5910.236816
	Iteration 64Q: 3 clusters Score -1.91357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 147737 members 
Entering Unmasked Estep 
Score: -19135686.000000 Penalty: 5910.236816
	Iteration 65Q: 3 clusters Score -1.913569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 147741 members 
Entering Unmasked Estep 
Score: -19135688.000000 Penalty: 5910.236816
	Iteration 66Q: 3 clusters Score -1.913569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 147744 members 
Entering Unmasked Estep 
Score: -19135688.000000 Penalty: 5910.236816
	Iteration 67Q: 3 clusters Score -1.913569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 147750 members 
Entering Unmasked Estep 
Score: -19135688.000000 Penalty: 5910.236816
	Iteration 68Q: 3 clusters Score -1.913569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 147752 members 
Entering Unmasked Estep 
Score: -19135682.000000 Penalty: 5910.236816
	Iteration 69Q: 3 clusters Score -1.913568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 147755 members 
Entering Unmasked Estep 
Score: -19135682.000000 Penalty: 5910.236816
	Iteration 70Q: 3 clusters Score -1.913568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 147758 members 
Entering Unmasked Estep 
Score: -19135676.000000 Penalty: 5910.236816
	Iteration 71Q: 3 clusters Score -1.913568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 147759 members 
Entering Unmasked Estep 
Score: -19135682.000000 Penalty: 5910.236816
	Iteration 72Q: 3 clusters Score -1.913568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 147760 members 
Entering Unmasked Estep 
Score: -19135682.000000 Penalty: 5910.236816
	Iteration 73Q: 3 clusters Score -1.913568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 147760 members 
Entering Unmasked Estep 
Score: -19135682.000000 Penalty: 5910.236816
	Iteration 74F: 3 clusters Score -1.913568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Entering Unmasked Estep 
Score: -675798.125000 Penalty: 2127.928223
	Iteration 0F: 2 clusters Score -675798.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -671072.375000 Penalty: 4255.856445
	Iteration 0F: 3 clusters Score -671072.4 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -672171.125000 Penalty: 4255.856445
	Iteration 1F: 3 clusters Score -672171.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -672371.437500 Penalty: 4255.856445
	Iteration 2F: 3 clusters Score -672371.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -672492.562500 Penalty: 4255.856445
	Iteration 3Q: 3 clusters Score -672492.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -672574.375000 Penalty: 4255.856445
	Iteration 4Q: 3 clusters Score -672574.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -672627.937500 Penalty: 4255.856445
	Iteration 5Q: 3 clusters Score -672627.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -672676.062500 Penalty: 4255.856445
	Iteration 6Q: 3 clusters Score -672676.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -672719.187500 Penalty: 4255.856445
	Iteration 7Q: 3 clusters Score -672719.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -672756.625000 Penalty: 4255.856445
	Iteration 8Q: 3 clusters Score -672756.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -672785.062500 Penalty: 4255.856445
	Iteration 9Q: 3 clusters Score -672785.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -672811.875000 Penalty: 4255.856445
	Iteration 10Q: 3 clusters Score -672811.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -672835.000000 Penalty: 4255.856445
	Iteration 11Q: 3 clusters Score -672835 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -672860.062500 Penalty: 4255.856445
	Iteration 12Q: 3 clusters Score -672860.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -672882.312500 Penalty: 4255.856445
	Iteration 13Q: 3 clusters Score -672882.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -672909.062500 Penalty: 4255.856445
	Iteration 14Q: 3 clusters Score -672909.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -672936.500000 Penalty: 4255.856445
	Iteration 15Q: 3 clusters Score -672936.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -672960.062500 Penalty: 4255.856445
	Iteration 16Q: 3 clusters Score -672960.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -672987.937500 Penalty: 4255.856445
	Iteration 17Q: 3 clusters Score -672987.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -673023.812500 Penalty: 4255.856445
	Iteration 18Q: 3 clusters Score -673023.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -673054.750000 Penalty: 4255.856445
	Iteration 19Q: 3 clusters Score -673054.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -673088.562500 Penalty: 4255.856445
	Iteration 20F: 3 clusters Score -673088.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -673130.250000 Penalty: 4255.856445
	Iteration 21Q: 3 clusters Score -673130.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -673167.625000 Penalty: 4255.856445
	Iteration 22Q: 3 clusters Score -673167.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -673208.812500 Penalty: 4255.856445
	Iteration 23Q: 3 clusters Score -673208.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -673254.000000 Penalty: 4255.856445
	Iteration 24Q: 3 clusters Score -673254 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -673304.312500 Penalty: 4255.856445
	Iteration 25Q: 3 clusters Score -673304.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -673346.312500 Penalty: 4255.856445
	Iteration 26Q: 3 clusters Score -673346.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -673377.375000 Penalty: 4255.856445
	Iteration 27Q: 3 clusters Score -673377.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -673408.312500 Penalty: 4255.856445
	Iteration 28Q: 3 clusters Score -673408.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -673437.250000 Penalty: 4255.856445
	Iteration 29Q: 3 clusters Score -673437.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -673472.875000 Penalty: 4255.856445
	Iteration 30Q: 3 clusters Score -673472.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -673503.125000 Penalty: 4255.856445
	Iteration 31Q: 3 clusters Score -673503.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -673538.937500 Penalty: 4255.856445
	Iteration 32Q: 3 clusters Score -673538.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -673560.625000 Penalty: 4255.856445
	Iteration 33Q: 3 clusters Score -673560.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -673581.625000 Penalty: 4255.856445
	Iteration 34Q: 3 clusters Score -673581.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -673604.187500 Penalty: 4255.856445
	Iteration 35Q: 3 clusters Score -673604.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -673633.000000 Penalty: 4255.856445
	Iteration 36Q: 3 clusters Score -673633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -673656.687500 Penalty: 4255.856445
	Iteration 37Q: 3 clusters Score -673656.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -673677.187500 Penalty: 4255.856445
	Iteration 38Q: 3 clusters Score -673677.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -673694.187500 Penalty: 4255.856445
	Iteration 39Q: 3 clusters Score -673694.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -673715.312500 Penalty: 4255.856445
	Iteration 40F: 3 clusters Score -673715.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -673739.875000 Penalty: 4255.856445
	Iteration 41Q: 3 clusters Score -673739.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -673759.812500 Penalty: 4255.856445
	Iteration 42Q: 3 clusters Score -673759.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -673781.750000 Penalty: 4255.856445
	Iteration 43Q: 3 clusters Score -673781.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -673794.875000 Penalty: 4255.856445
	Iteration 44Q: 3 clusters Score -673794.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -673802.250000 Penalty: 4255.856445
	Iteration 45Q: 3 clusters Score -673802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -673807.312500 Penalty: 4255.856445
	Iteration 46Q: 3 clusters Score -673807.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -673816.375000 Penalty: 4255.856445
	Iteration 47Q: 3 clusters Score -673816.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -673820.250000 Penalty: 4255.856445
	Iteration 48Q: 3 clusters Score -673820.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -673824.187500 Penalty: 4255.856445
	Iteration 49Q: 3 clusters Score -673824.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -673825.937500 Penalty: 4255.856445
	Iteration 50Q: 3 clusters Score -673825.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -673829.187500 Penalty: 4255.856445
	Iteration 51Q: 3 clusters Score -673829.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -673832.125000 Penalty: 4255.856445
	Iteration 52Q: 3 clusters Score -673832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -673833.000000 Penalty: 4255.856445
	Iteration 53Q: 3 clusters Score -673833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -673833.187500 Penalty: 4255.856445
	Iteration 54Q: 3 clusters Score -673833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -673833.750000 Penalty: 4255.856445
	Iteration 55Q: 3 clusters Score -673833.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -673833.750000 Penalty: 4255.856445
	Iteration 56F: 3 clusters Score -673833.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -25558.970703 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -25558.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24394.240234 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -24394.24 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24614.470703 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -24614.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24690.064453 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -24690.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24743.486328 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -24743.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24761.230469 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -24761.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24778.257812 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -24778.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24788.060547 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -24788.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24788.060547 Penalty: 2789.512695
	Iteration 7F: 3 clusters Score -24788.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (170541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170541 members 
Entering Unmasked Estep 
Score: -21704950.000000 Penalty: 2987.589355
	Iteration 0F: 2 clusters Score -2.170495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85232 members 
Mstep: Class 2 contains 85309 members 
Entering Unmasked Estep 
Score: -21594122.000000 Penalty: 5975.178711
	Iteration 0F: 3 clusters Score -2.159412e+07 nChanged 81802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83712 members 
Mstep: Class 2 contains 86829 members 
Entering Unmasked Estep 
Score: -21641868.000000 Penalty: 5975.178711
	Iteration 1F: 3 clusters Score -2.164187e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82836 members 
Mstep: Class 2 contains 87705 members 
Entering Unmasked Estep 
Score: -21642882.000000 Penalty: 5975.178711
	Iteration 2Q: 3 clusters Score -2.164288e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 89124 members 
Entering Unmasked Estep 
Score: -21644382.000000 Penalty: 5975.178711
	Iteration 3Q: 3 clusters Score -2.164438e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79337 members 
Mstep: Class 2 contains 91204 members 
Entering Unmasked Estep 
Score: -21646690.000000 Penalty: 5975.178711
	Iteration 4Q: 3 clusters Score -2.164669e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 94316 members 
Entering Unmasked Estep 
Score: -21649846.000000 Penalty: 5975.178711
	Iteration 5Q: 3 clusters Score -2.164985e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 98451 members 
Entering Unmasked Estep 
Score: -21655614.000000 Penalty: 5975.178711
	Iteration 6F: 3 clusters Score -2.165561e+07 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -21664726.000000 Penalty: 5975.178711
	Iteration 7F: 3 clusters Score -2.166473e+07 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 107977 members 
Entering Unmasked Estep 
Score: -21676730.000000 Penalty: 5975.178711
	Iteration 8F: 3 clusters Score -2.167673e+07 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 110845 members 
Entering Unmasked Estep 
Score: -21686466.000000 Penalty: 5975.178711
	Iteration 9F: 3 clusters Score -2.168647e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 112361 members 
Entering Unmasked Estep 
Score: -21692016.000000 Penalty: 5975.178711
	Iteration 10Q: 3 clusters Score -2.169202e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 113634 members 
Entering Unmasked Estep 
Score: -21695578.000000 Penalty: 5975.178711
	Iteration 11Q: 3 clusters Score -2.169558e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 114756 members 
Entering Unmasked Estep 
Score: -21698200.000000 Penalty: 5975.178711
	Iteration 12Q: 3 clusters Score -2.16982e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 115747 members 
Entering Unmasked Estep 
Score: -21700144.000000 Penalty: 5975.178711
	Iteration 13Q: 3 clusters Score -2.170014e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 116599 members 
Entering Unmasked Estep 
Score: -21701306.000000 Penalty: 5975.178711
	Iteration 14Q: 3 clusters Score -2.170131e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 117290 members 
Entering Unmasked Estep 
Score: -21701860.000000 Penalty: 5975.178711
	Iteration 15Q: 3 clusters Score -2.170186e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 117912 members 
Entering Unmasked Estep 
Score: -21702212.000000 Penalty: 5975.178711
	Iteration 16Q: 3 clusters Score -2.170221e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 118478 members 
Entering Unmasked Estep 
Score: -21702462.000000 Penalty: 5975.178711
	Iteration 17Q: 3 clusters Score -2.170246e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 119062 members 
Entering Unmasked Estep 
Score: -21702634.000000 Penalty: 5975.178711
	Iteration 18Q: 3 clusters Score -2.170263e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 119634 members 
Entering Unmasked Estep 
Score: -21702832.000000 Penalty: 5975.178711
	Iteration 19Q: 3 clusters Score -2.170283e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 120163 members 
Entering Unmasked Estep 
Score: -21702874.000000 Penalty: 5975.178711
	Iteration 20F: 3 clusters Score -2.170287e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 120715 members 
Entering Unmasked Estep 
Score: -21702938.000000 Penalty: 5975.178711
	Iteration 21Q: 3 clusters Score -2.170294e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 121203 members 
Entering Unmasked Estep 
Score: -21703036.000000 Penalty: 5975.178711
	Iteration 22Q: 3 clusters Score -2.170304e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 121693 members 
Entering Unmasked Estep 
Score: -21703126.000000 Penalty: 5975.178711
	Iteration 23Q: 3 clusters Score -2.170313e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 122183 members 
Entering Unmasked Estep 
Score: -21703132.000000 Penalty: 5975.178711
	Iteration 24Q: 3 clusters Score -2.170313e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 122681 members 
Entering Unmasked Estep 
Score: -21703188.000000 Penalty: 5975.178711
	Iteration 25Q: 3 clusters Score -2.170319e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
Score: -21703212.000000 Penalty: 5975.178711
	Iteration 26Q: 3 clusters Score -2.170321e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 123591 members 
Entering Unmasked Estep 
Score: -21703246.000000 Penalty: 5975.178711
	Iteration 27Q: 3 clusters Score -2.170325e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 124035 members 
Entering Unmasked Estep 
Score: -21703280.000000 Penalty: 5975.178711
	Iteration 28Q: 3 clusters Score -2.170328e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 124498 members 
Entering Unmasked Estep 
Score: -21703260.000000 Penalty: 5975.178711
	Iteration 29Q: 3 clusters Score -2.170326e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 124961 members 
Entering Unmasked Estep 
Score: -21703266.000000 Penalty: 5975.178711
	Iteration 30Q: 3 clusters Score -2.170327e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 125414 members 
Entering Unmasked Estep 
Score: -21703298.000000 Penalty: 5975.178711
	Iteration 31Q: 3 clusters Score -2.17033e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 125854 members 
Entering Unmasked Estep 
Score: -21703386.000000 Penalty: 5975.178711
	Iteration 32Q: 3 clusters Score -2.170339e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 126276 members 
Entering Unmasked Estep 
Score: -21703408.000000 Penalty: 5975.178711
	Iteration 33Q: 3 clusters Score -2.170341e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 126698 members 
Entering Unmasked Estep 
Score: -21703458.000000 Penalty: 5975.178711
	Iteration 34Q: 3 clusters Score -2.170346e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 127110 members 
Entering Unmasked Estep 
Score: -21703516.000000 Penalty: 5975.178711
	Iteration 35Q: 3 clusters Score -2.170352e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 127473 members 
Entering Unmasked Estep 
Score: -21703546.000000 Penalty: 5975.178711
	Iteration 36Q: 3 clusters Score -2.170355e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 127816 members 
Entering Unmasked Estep 
Score: -21703524.000000 Penalty: 5975.178711
	Iteration 37Q: 3 clusters Score -2.170352e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 128126 members 
Entering Unmasked Estep 
Score: -21703558.000000 Penalty: 5975.178711
	Iteration 38Q: 3 clusters Score -2.170356e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 128431 members 
Entering Unmasked Estep 
Score: -21703568.000000 Penalty: 5975.178711
	Iteration 39Q: 3 clusters Score -2.170357e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 128749 members 
Entering Unmasked Estep 
Score: -21703578.000000 Penalty: 5975.178711
	Iteration 40F: 3 clusters Score -2.170358e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 129045 members 
Entering Unmasked Estep 
Score: -21703640.000000 Penalty: 5975.178711
	Iteration 41Q: 3 clusters Score -2.170364e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 129343 members 
Entering Unmasked Estep 
Score: -21703648.000000 Penalty: 5975.178711
	Iteration 42Q: 3 clusters Score -2.170365e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 129670 members 
Entering Unmasked Estep 
Score: -21703642.000000 Penalty: 5975.178711
	Iteration 43Q: 3 clusters Score -2.170364e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 129983 members 
Entering Unmasked Estep 
Score: -21703636.000000 Penalty: 5975.178711
	Iteration 44Q: 3 clusters Score -2.170364e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 130276 members 
Entering Unmasked Estep 
Score: -21703668.000000 Penalty: 5975.178711
	Iteration 45Q: 3 clusters Score -2.170367e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 130553 members 
Entering Unmasked Estep 
Score: -21703670.000000 Penalty: 5975.178711
	Iteration 46Q: 3 clusters Score -2.170367e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 130848 members 
Entering Unmasked Estep 
Score: -21703740.000000 Penalty: 5975.178711
	Iteration 47Q: 3 clusters Score -2.170374e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 131135 members 
Entering Unmasked Estep 
Score: -21703732.000000 Penalty: 5975.178711
	Iteration 48Q: 3 clusters Score -2.170373e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 131425 members 
Entering Unmasked Estep 
Score: -21703796.000000 Penalty: 5975.178711
	Iteration 49Q: 3 clusters Score -2.17038e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 131692 members 
Entering Unmasked Estep 
Score: -21703806.000000 Penalty: 5975.178711
	Iteration 50Q: 3 clusters Score -2.170381e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 131965 members 
Entering Unmasked Estep 
Score: -21703854.000000 Penalty: 5975.178711
	Iteration 51Q: 3 clusters Score -2.170385e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 132258 members 
Entering Unmasked Estep 
Score: -21703888.000000 Penalty: 5975.178711
	Iteration 52Q: 3 clusters Score -2.170389e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 132547 members 
Entering Unmasked Estep 
Score: -21703890.000000 Penalty: 5975.178711
	Iteration 53Q: 3 clusters Score -2.170389e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 132824 members 
Entering Unmasked Estep 
Score: -21703906.000000 Penalty: 5975.178711
	Iteration 54Q: 3 clusters Score -2.170391e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 133101 members 
Entering Unmasked Estep 
Score: -21703904.000000 Penalty: 5975.178711
	Iteration 55Q: 3 clusters Score -2.17039e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 133337 members 
Entering Unmasked Estep 
Score: -21703990.000000 Penalty: 5975.178711
	Iteration 56Q: 3 clusters Score -2.170399e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 133549 members 
Entering Unmasked Estep 
Score: -21704010.000000 Penalty: 5975.178711
	Iteration 57Q: 3 clusters Score -2.170401e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 133755 members 
Entering Unmasked Estep 
Score: -21704024.000000 Penalty: 5975.178711
	Iteration 58Q: 3 clusters Score -2.170402e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 133980 members 
Entering Unmasked Estep 
Score: -21703988.000000 Penalty: 5975.178711
	Iteration 59Q: 3 clusters Score -2.170399e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 134210 members 
Entering Unmasked Estep 
Score: -21703972.000000 Penalty: 5975.178711
	Iteration 60F: 3 clusters Score -2.170397e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 134428 members 
Entering Unmasked Estep 
Score: -21704028.000000 Penalty: 5975.178711
	Iteration 61Q: 3 clusters Score -2.170403e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 134633 members 
Entering Unmasked Estep 
Score: -21704046.000000 Penalty: 5975.178711
	Iteration 62Q: 3 clusters Score -2.170405e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 134825 members 
Entering Unmasked Estep 
Score: -21704010.000000 Penalty: 5975.178711
	Iteration 63Q: 3 clusters Score -2.170401e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 135027 members 
Entering Unmasked Estep 
Score: -21704034.000000 Penalty: 5975.178711
	Iteration 64Q: 3 clusters Score -2.170403e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 135210 members 
Entering Unmasked Estep 
Score: -21704076.000000 Penalty: 5975.178711
	Iteration 65Q: 3 clusters Score -2.170408e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 135395 members 
Entering Unmasked Estep 
Score: -21704088.000000 Penalty: 5975.178711
	Iteration 66Q: 3 clusters Score -2.170409e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 135573 members 
Entering Unmasked Estep 
Score: -21704112.000000 Penalty: 5975.178711
	Iteration 67Q: 3 clusters Score -2.170411e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 135763 members 
Entering Unmasked Estep 
Score: -21704164.000000 Penalty: 5975.178711
	Iteration 68Q: 3 clusters Score -2.170416e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 135960 members 
Entering Unmasked Estep 
Score: -21704174.000000 Penalty: 5975.178711
	Iteration 69Q: 3 clusters Score -2.170417e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 136151 members 
Entering Unmasked Estep 
Score: -21704164.000000 Penalty: 5975.178711
	Iteration 70Q: 3 clusters Score -2.170416e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 136335 members 
Entering Unmasked Estep 
Score: -21704156.000000 Penalty: 5975.178711
	Iteration 71Q: 3 clusters Score -2.170416e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 136516 members 
Entering Unmasked Estep 
Score: -21704150.000000 Penalty: 5975.178711
	Iteration 72Q: 3 clusters Score -2.170415e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 136718 members 
Entering Unmasked Estep 
Score: -21704162.000000 Penalty: 5975.178711
	Iteration 73Q: 3 clusters Score -2.170416e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 136927 members 
Entering Unmasked Estep 
Score: -21704194.000000 Penalty: 5975.178711
	Iteration 74Q: 3 clusters Score -2.170419e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 137111 members 
Entering Unmasked Estep 
Score: -21704170.000000 Penalty: 5975.178711
	Iteration 75Q: 3 clusters Score -2.170417e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 137314 members 
Entering Unmasked Estep 
Score: -21704214.000000 Penalty: 5975.178711
	Iteration 76Q: 3 clusters Score -2.170421e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 137498 members 
Entering Unmasked Estep 
Score: -21704260.000000 Penalty: 5975.178711
	Iteration 77Q: 3 clusters Score -2.170426e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 137686 members 
Entering Unmasked Estep 
Score: -21704296.000000 Penalty: 5975.178711
	Iteration 78Q: 3 clusters Score -2.17043e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 137877 members 
Entering Unmasked Estep 
Score: -21704290.000000 Penalty: 5975.178711
	Iteration 79Q: 3 clusters Score -2.170429e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 138063 members 
Entering Unmasked Estep 
Score: -21704336.000000 Penalty: 5975.178711
	Iteration 80F: 3 clusters Score -2.170434e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 138237 members 
Entering Unmasked Estep 
Score: -21704328.000000 Penalty: 5975.178711
	Iteration 81Q: 3 clusters Score -2.170433e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 138442 members 
Entering Unmasked Estep 
Score: -21704282.000000 Penalty: 5975.178711
	Iteration 82Q: 3 clusters Score -2.170428e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 138627 members 
Entering Unmasked Estep 
Score: -21704294.000000 Penalty: 5975.178711
	Iteration 83Q: 3 clusters Score -2.170429e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 138813 members 
Entering Unmasked Estep 
Score: -21704298.000000 Penalty: 5975.178711
	Iteration 84Q: 3 clusters Score -2.17043e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 138996 members 
Entering Unmasked Estep 
Score: -21704332.000000 Penalty: 5975.178711
	Iteration 85Q: 3 clusters Score -2.170433e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 139175 members 
Entering Unmasked Estep 
Score: -21704378.000000 Penalty: 5975.178711
	Iteration 86Q: 3 clusters Score -2.170438e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 139371 members 
Entering Unmasked Estep 
Score: -21704378.000000 Penalty: 5975.178711
	Iteration 87Q: 3 clusters Score -2.170438e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 139561 members 
Entering Unmasked Estep 
Score: -21704414.000000 Penalty: 5975.178711
	Iteration 88Q: 3 clusters Score -2.170441e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 139735 members 
Entering Unmasked Estep 
Score: -21704460.000000 Penalty: 5975.178711
	Iteration 89Q: 3 clusters Score -2.170446e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 139884 members 
Entering Unmasked Estep 
Score: -21704448.000000 Penalty: 5975.178711
	Iteration 90Q: 3 clusters Score -2.170445e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 140023 members 
Entering Unmasked Estep 
Score: -21704436.000000 Penalty: 5975.178711
	Iteration 91Q: 3 clusters Score -2.170444e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 140164 members 
Entering Unmasked Estep 
Score: -21704482.000000 Penalty: 5975.178711
	Iteration 92Q: 3 clusters Score -2.170448e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 140315 members 
Entering Unmasked Estep 
Score: -21704496.000000 Penalty: 5975.178711
	Iteration 93Q: 3 clusters Score -2.17045e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 140455 members 
Entering Unmasked Estep 
Score: -21704498.000000 Penalty: 5975.178711
	Iteration 94Q: 3 clusters Score -2.17045e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 140613 members 
Entering Unmasked Estep 
Score: -21704508.000000 Penalty: 5975.178711
	Iteration 95Q: 3 clusters Score -2.170451e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 140763 members 
Entering Unmasked Estep 
Score: -21704502.000000 Penalty: 5975.178711
	Iteration 96Q: 3 clusters Score -2.17045e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 140895 members 
Entering Unmasked Estep 
Score: -21704514.000000 Penalty: 5975.178711
	Iteration 97Q: 3 clusters Score -2.170451e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 141013 members 
Entering Unmasked Estep 
Score: -21704516.000000 Penalty: 5975.178711
	Iteration 98Q: 3 clusters Score -2.170452e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 141142 members 
Entering Unmasked Estep 
Score: -21704552.000000 Penalty: 5975.178711
	Iteration 99Q: 3 clusters Score -2.170455e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 141282 members 
Entering Unmasked Estep 
Score: -21704516.000000 Penalty: 5975.178711
	Iteration 100F: 3 clusters Score -2.170452e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 141412 members 
Entering Unmasked Estep 
Score: -21704492.000000 Penalty: 5975.178711
	Iteration 101Q: 3 clusters Score -2.170449e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 141536 members 
Entering Unmasked Estep 
Score: -21704532.000000 Penalty: 5975.178711
	Iteration 102Q: 3 clusters Score -2.170453e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 141635 members 
Entering Unmasked Estep 
Score: -21704532.000000 Penalty: 5975.178711
	Iteration 103Q: 3 clusters Score -2.170453e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 141731 members 
Entering Unmasked Estep 
Score: -21704546.000000 Penalty: 5975.178711
	Iteration 104Q: 3 clusters Score -2.170455e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 141805 members 
Entering Unmasked Estep 
Score: -21704556.000000 Penalty: 5975.178711
	Iteration 105Q: 3 clusters Score -2.170456e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 141898 members 
Entering Unmasked Estep 
Score: -21704574.000000 Penalty: 5975.178711
	Iteration 106Q: 3 clusters Score -2.170457e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 141981 members 
Entering Unmasked Estep 
Score: -21704556.000000 Penalty: 5975.178711
	Iteration 107Q: 3 clusters Score -2.170456e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 142069 members 
Entering Unmasked Estep 
Score: -21704536.000000 Penalty: 5975.178711
	Iteration 108Q: 3 clusters Score -2.170454e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 142145 members 
Entering Unmasked Estep 
Score: -21704564.000000 Penalty: 5975.178711
	Iteration 109Q: 3 clusters Score -2.170456e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 142208 members 
Entering Unmasked Estep 
Score: -21704596.000000 Penalty: 5975.178711
	Iteration 110Q: 3 clusters Score -2.17046e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 142274 members 
Entering Unmasked Estep 
Score: -21704612.000000 Penalty: 5975.178711
	Iteration 111Q: 3 clusters Score -2.170461e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 142340 members 
Entering Unmasked Estep 
Score: -21704600.000000 Penalty: 5975.178711
	Iteration 112Q: 3 clusters Score -2.17046e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 142406 members 
Entering Unmasked Estep 
Score: -21704586.000000 Penalty: 5975.178711
	Iteration 113Q: 3 clusters Score -2.170459e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 142470 members 
Entering Unmasked Estep 
Score: -21704604.000000 Penalty: 5975.178711
	Iteration 114Q: 3 clusters Score -2.17046e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 142543 members 
Entering Unmasked Estep 
Score: -21704620.000000 Penalty: 5975.178711
	Iteration 115Q: 3 clusters Score -2.170462e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 142613 members 
Entering Unmasked Estep 
Score: -21704606.000000 Penalty: 5975.178711
	Iteration 116Q: 3 clusters Score -2.170461e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 142684 members 
Entering Unmasked Estep 
Score: -21704598.000000 Penalty: 5975.178711
	Iteration 117Q: 3 clusters Score -2.17046e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 142755 members 
Entering Unmasked Estep 
Score: -21704616.000000 Penalty: 5975.178711
	Iteration 118Q: 3 clusters Score -2.170462e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 142822 members 
Entering Unmasked Estep 
Score: -21704624.000000 Penalty: 5975.178711
	Iteration 119Q: 3 clusters Score -2.170462e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 142886 members 
Entering Unmasked Estep 
Score: -21704622.000000 Penalty: 5975.178711
	Iteration 120F: 3 clusters Score -2.170462e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 142950 members 
Entering Unmasked Estep 
Score: -21704624.000000 Penalty: 5975.178711
	Iteration 121Q: 3 clusters Score -2.170462e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 143019 members 
Entering Unmasked Estep 
Score: -21704586.000000 Penalty: 5975.178711
	Iteration 122Q: 3 clusters Score -2.170459e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 143086 members 
Entering Unmasked Estep 
Score: -21704608.000000 Penalty: 5975.178711
	Iteration 123Q: 3 clusters Score -2.170461e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 143171 members 
Entering Unmasked Estep 
Score: -21704608.000000 Penalty: 5975.178711
	Iteration 124Q: 3 clusters Score -2.170461e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 143262 members 
Entering Unmasked Estep 
Score: -21704588.000000 Penalty: 5975.178711
	Iteration 125Q: 3 clusters Score -2.170459e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 143352 members 
Entering Unmasked Estep 
Score: -21704598.000000 Penalty: 5975.178711
	Iteration 126Q: 3 clusters Score -2.17046e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 143444 members 
Entering Unmasked Estep 
Score: -21704594.000000 Penalty: 5975.178711
	Iteration 127Q: 3 clusters Score -2.170459e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 143534 members 
Entering Unmasked Estep 
Score: -21704622.000000 Penalty: 5975.178711
	Iteration 128Q: 3 clusters Score -2.170462e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 143602 members 
Entering Unmasked Estep 
Score: -21704624.000000 Penalty: 5975.178711
	Iteration 129Q: 3 clusters Score -2.170462e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 143668 members 
Entering Unmasked Estep 
Score: -21704646.000000 Penalty: 5975.178711
	Iteration 130Q: 3 clusters Score -2.170465e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 143731 members 
Entering Unmasked Estep 
Score: -21704666.000000 Penalty: 5975.178711
	Iteration 131Q: 3 clusters Score -2.170467e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 143802 members 
Entering Unmasked Estep 
Score: -21704680.000000 Penalty: 5975.178711
	Iteration 132Q: 3 clusters Score -2.170468e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 143871 members 
Entering Unmasked Estep 
Score: -21704668.000000 Penalty: 5975.178711
	Iteration 133Q: 3 clusters Score -2.170467e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 143929 members 
Entering Unmasked Estep 
Score: -21704610.000000 Penalty: 5975.178711
	Iteration 134Q: 3 clusters Score -2.170461e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 143990 members 
Entering Unmasked Estep 
Score: -21704626.000000 Penalty: 5975.178711
	Iteration 135Q: 3 clusters Score -2.170463e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 144053 members 
Entering Unmasked Estep 
Score: -21704626.000000 Penalty: 5975.178711
	Iteration 136Q: 3 clusters Score -2.170463e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 144109 members 
Entering Unmasked Estep 
Score: -21704638.000000 Penalty: 5975.178711
	Iteration 137Q: 3 clusters Score -2.170464e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 144161 members 
Entering Unmasked Estep 
Score: -21704640.000000 Penalty: 5975.178711
	Iteration 138Q: 3 clusters Score -2.170464e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 144224 members 
Entering Unmasked Estep 
Score: -21704632.000000 Penalty: 5975.178711
	Iteration 139Q: 3 clusters Score -2.170463e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 144280 members 
Entering Unmasked Estep 
Score: -21704652.000000 Penalty: 5975.178711
	Iteration 140F: 3 clusters Score -2.170465e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 144334 members 
Entering Unmasked Estep 
Score: -21704676.000000 Penalty: 5975.178711
	Iteration 141Q: 3 clusters Score -2.170468e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 144398 members 
Entering Unmasked Estep 
Score: -21704708.000000 Penalty: 5975.178711
	Iteration 142Q: 3 clusters Score -2.170471e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 144455 members 
Entering Unmasked Estep 
Score: -21704720.000000 Penalty: 5975.178711
	Iteration 143Q: 3 clusters Score -2.170472e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 144502 members 
Entering Unmasked Estep 
Score: -21704702.000000 Penalty: 5975.178711
	Iteration 144Q: 3 clusters Score -2.17047e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 144543 members 
Entering Unmasked Estep 
Score: -21704710.000000 Penalty: 5975.178711
	Iteration 145Q: 3 clusters Score -2.170471e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 144576 members 
Entering Unmasked Estep 
Score: -21704702.000000 Penalty: 5975.178711
	Iteration 146Q: 3 clusters Score -2.17047e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 144608 members 
Entering Unmasked Estep 
Score: -21704710.000000 Penalty: 5975.178711
	Iteration 147Q: 3 clusters Score -2.170471e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 144645 members 
Entering Unmasked Estep 
Score: -21704718.000000 Penalty: 5975.178711
	Iteration 148Q: 3 clusters Score -2.170472e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 144667 members 
Entering Unmasked Estep 
Score: -21704718.000000 Penalty: 5975.178711
	Iteration 149Q: 3 clusters Score -2.170472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 144681 members 
Entering Unmasked Estep 
Score: -21704708.000000 Penalty: 5975.178711
	Iteration 150Q: 3 clusters Score -2.170471e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 144697 members 
Entering Unmasked Estep 
Score: -21704708.000000 Penalty: 5975.178711
	Iteration 151Q: 3 clusters Score -2.170471e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 144721 members 
Entering Unmasked Estep 
Score: -21704690.000000 Penalty: 5975.178711
	Iteration 152Q: 3 clusters Score -2.170469e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 144750 members 
Entering Unmasked Estep 
Score: -21704678.000000 Penalty: 5975.178711
	Iteration 153Q: 3 clusters Score -2.170468e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 144775 members 
Entering Unmasked Estep 
Score: -21704656.000000 Penalty: 5975.178711
	Iteration 154Q: 3 clusters Score -2.170466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 144799 members 
Entering Unmasked Estep 
Score: -21704674.000000 Penalty: 5975.178711
	Iteration 155Q: 3 clusters Score -2.170467e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 144822 members 
Entering Unmasked Estep 
Score: -21704656.000000 Penalty: 5975.178711
	Iteration 156Q: 3 clusters Score -2.170466e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 144845 members 
Entering Unmasked Estep 
Score: -21704664.000000 Penalty: 5975.178711
	Iteration 157Q: 3 clusters Score -2.170466e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 144868 members 
Entering Unmasked Estep 
Score: -21704664.000000 Penalty: 5975.178711
	Iteration 158Q: 3 clusters Score -2.170466e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 144891 members 
Entering Unmasked Estep 
Score: -21704664.000000 Penalty: 5975.178711
	Iteration 159Q: 3 clusters Score -2.170466e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 144924 members 
Entering Unmasked Estep 
Score: -21704662.000000 Penalty: 5975.178711
	Iteration 160F: 3 clusters Score -2.170466e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 144963 members 
Entering Unmasked Estep 
Score: -21704678.000000 Penalty: 5975.178711
	Iteration 161Q: 3 clusters Score -2.170468e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 145004 members 
Entering Unmasked Estep 
Score: -21704684.000000 Penalty: 5975.178711
	Iteration 162Q: 3 clusters Score -2.170468e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 145039 members 
Entering Unmasked Estep 
Score: -21704708.000000 Penalty: 5975.178711
	Iteration 163Q: 3 clusters Score -2.170471e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 145072 members 
Entering Unmasked Estep 
Score: -21704666.000000 Penalty: 5975.178711
	Iteration 164Q: 3 clusters Score -2.170467e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 145106 members 
Entering Unmasked Estep 
Score: -21704664.000000 Penalty: 5975.178711
	Iteration 165Q: 3 clusters Score -2.170466e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 145145 members 
Entering Unmasked Estep 
Score: -21704654.000000 Penalty: 5975.178711
	Iteration 166Q: 3 clusters Score -2.170465e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 145179 members 
Entering Unmasked Estep 
Score: -21704652.000000 Penalty: 5975.178711
	Iteration 167Q: 3 clusters Score -2.170465e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 145210 members 
Entering Unmasked Estep 
Score: -21704662.000000 Penalty: 5975.178711
	Iteration 168Q: 3 clusters Score -2.170466e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 145239 members 
Entering Unmasked Estep 
Score: -21704670.000000 Penalty: 5975.178711
	Iteration 169Q: 3 clusters Score -2.170467e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 145270 members 
Entering Unmasked Estep 
Score: -21704680.000000 Penalty: 5975.178711
	Iteration 170Q: 3 clusters Score -2.170468e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 145303 members 
Entering Unmasked Estep 
Score: -21704698.000000 Penalty: 5975.178711
	Iteration 171Q: 3 clusters Score -2.17047e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 145341 members 
Entering Unmasked Estep 
Score: -21704692.000000 Penalty: 5975.178711
	Iteration 172Q: 3 clusters Score -2.170469e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 145380 members 
Entering Unmasked Estep 
Score: -21704694.000000 Penalty: 5975.178711
	Iteration 173Q: 3 clusters Score -2.170469e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 145423 members 
Entering Unmasked Estep 
Score: -21704688.000000 Penalty: 5975.178711
	Iteration 174Q: 3 clusters Score -2.170469e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 145477 members 
Entering Unmasked Estep 
Score: -21704678.000000 Penalty: 5975.178711
	Iteration 175Q: 3 clusters Score -2.170468e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 145526 members 
Entering Unmasked Estep 
Score: -21704712.000000 Penalty: 5975.178711
	Iteration 176Q: 3 clusters Score -2.170471e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 145585 members 
Entering Unmasked Estep 
Score: -21704728.000000 Penalty: 5975.178711
	Iteration 177Q: 3 clusters Score -2.170473e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 145633 members 
Entering Unmasked Estep 
Score: -21704714.000000 Penalty: 5975.178711
	Iteration 178Q: 3 clusters Score -2.170471e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 145668 members 
Entering Unmasked Estep 
Score: -21704716.000000 Penalty: 5975.178711
	Iteration 179Q: 3 clusters Score -2.170472e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 145707 members 
Entering Unmasked Estep 
Score: -21704726.000000 Penalty: 5975.178711
	Iteration 180F: 3 clusters Score -2.170473e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 145747 members 
Entering Unmasked Estep 
Score: -21704710.000000 Penalty: 5975.178711
	Iteration 181Q: 3 clusters Score -2.170471e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 145789 members 
Entering Unmasked Estep 
Score: -21704722.000000 Penalty: 5975.178711
	Iteration 182Q: 3 clusters Score -2.170472e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 145827 members 
Entering Unmasked Estep 
Score: -21704706.000000 Penalty: 5975.178711
	Iteration 183Q: 3 clusters Score -2.170471e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 145877 members 
Entering Unmasked Estep 
Score: -21704706.000000 Penalty: 5975.178711
	Iteration 184Q: 3 clusters Score -2.170471e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 145930 members 
Entering Unmasked Estep 
Score: -21704698.000000 Penalty: 5975.178711
	Iteration 185Q: 3 clusters Score -2.17047e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 145986 members 
Entering Unmasked Estep 
Score: -21704702.000000 Penalty: 5975.178711
	Iteration 186Q: 3 clusters Score -2.17047e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 146041 members 
Entering Unmasked Estep 
Score: -21704698.000000 Penalty: 5975.178711
	Iteration 187Q: 3 clusters Score -2.17047e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 146097 members 
Entering Unmasked Estep 
Score: -21704722.000000 Penalty: 5975.178711
	Iteration 188Q: 3 clusters Score -2.170472e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 146166 members 
Entering Unmasked Estep 
Score: -21704718.000000 Penalty: 5975.178711
	Iteration 189Q: 3 clusters Score -2.170472e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 146222 members 
Entering Unmasked Estep 
Score: -21704726.000000 Penalty: 5975.178711
	Iteration 190Q: 3 clusters Score -2.170473e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 146269 members 
Entering Unmasked Estep 
Score: -21704748.000000 Penalty: 5975.178711
	Iteration 191Q: 3 clusters Score -2.170475e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 146330 members 
Entering Unmasked Estep 
Score: -21704742.000000 Penalty: 5975.178711
	Iteration 192Q: 3 clusters Score -2.170474e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 146385 members 
Entering Unmasked Estep 
Score: -21704716.000000 Penalty: 5975.178711
	Iteration 193Q: 3 clusters Score -2.170472e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 146429 members 
Entering Unmasked Estep 
Score: -21704748.000000 Penalty: 5975.178711
	Iteration 194Q: 3 clusters Score -2.170475e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 146467 members 
Entering Unmasked Estep 
Score: -21704754.000000 Penalty: 5975.178711
	Iteration 195Q: 3 clusters Score -2.170475e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 146498 members 
Entering Unmasked Estep 
Score: -21704734.000000 Penalty: 5975.178711
	Iteration 196Q: 3 clusters Score -2.170473e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 146528 members 
Entering Unmasked Estep 
Score: -21704770.000000 Penalty: 5975.178711
	Iteration 197Q: 3 clusters Score -2.170477e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 146572 members 
Entering Unmasked Estep 
Score: -21704790.000000 Penalty: 5975.178711
	Iteration 198Q: 3 clusters Score -2.170479e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 146598 members 
Entering Unmasked Estep 
Score: -21704804.000000 Penalty: 5975.178711
	Iteration 199Q: 3 clusters Score -2.17048e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 146622 members 
Entering Unmasked Estep 
Score: -21704826.000000 Penalty: 5975.178711
	Iteration 200F: 3 clusters Score -2.170483e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 146644 members 
Entering Unmasked Estep 
Score: -21704810.000000 Penalty: 5975.178711
	Iteration 201Q: 3 clusters Score -2.170481e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 146664 members 
Entering Unmasked Estep 
Score: -21704826.000000 Penalty: 5975.178711
	Iteration 202Q: 3 clusters Score -2.170483e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 146686 members 
Entering Unmasked Estep 
Score: -21704814.000000 Penalty: 5975.178711
	Iteration 203Q: 3 clusters Score -2.170481e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 146708 members 
Entering Unmasked Estep 
Score: -21704792.000000 Penalty: 5975.178711
	Iteration 204Q: 3 clusters Score -2.170479e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 146725 members 
Entering Unmasked Estep 
Score: -21704786.000000 Penalty: 5975.178711
	Iteration 205Q: 3 clusters Score -2.170479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 146747 members 
Entering Unmasked Estep 
Score: -21704784.000000 Penalty: 5975.178711
	Iteration 206Q: 3 clusters Score -2.170478e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 146766 members 
Entering Unmasked Estep 
Score: -21704772.000000 Penalty: 5975.178711
	Iteration 207Q: 3 clusters Score -2.170477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 146784 members 
Entering Unmasked Estep 
Score: -21704766.000000 Penalty: 5975.178711
	Iteration 208Q: 3 clusters Score -2.170477e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 146809 members 
Entering Unmasked Estep 
Score: -21704766.000000 Penalty: 5975.178711
	Iteration 209Q: 3 clusters Score -2.170477e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 146844 members 
Entering Unmasked Estep 
Score: -21704802.000000 Penalty: 5975.178711
	Iteration 210Q: 3 clusters Score -2.17048e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 146889 members 
Entering Unmasked Estep 
Score: -21704834.000000 Penalty: 5975.178711
	Iteration 211Q: 3 clusters Score -2.170483e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 146934 members 
Entering Unmasked Estep 
Score: -21704828.000000 Penalty: 5975.178711
	Iteration 212Q: 3 clusters Score -2.170483e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 146962 members 
Entering Unmasked Estep 
Score: -21704830.000000 Penalty: 5975.178711
	Iteration 213Q: 3 clusters Score -2.170483e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 146988 members 
Entering Unmasked Estep 
Score: -21704858.000000 Penalty: 5975.178711
	Iteration 214Q: 3 clusters Score -2.170486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 147007 members 
Entering Unmasked Estep 
Score: -21704850.000000 Penalty: 5975.178711
	Iteration 215Q: 3 clusters Score -2.170485e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 147028 members 
Entering Unmasked Estep 
Score: -21704848.000000 Penalty: 5975.178711
	Iteration 216Q: 3 clusters Score -2.170485e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 147049 members 
Entering Unmasked Estep 
Score: -21704842.000000 Penalty: 5975.178711
	Iteration 217Q: 3 clusters Score -2.170484e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 147077 members 
Entering Unmasked Estep 
Score: -21704838.000000 Penalty: 5975.178711
	Iteration 218Q: 3 clusters Score -2.170484e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 147108 members 
Entering Unmasked Estep 
Score: -21704880.000000 Penalty: 5975.178711
	Iteration 219Q: 3 clusters Score -2.170488e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 147152 members 
Entering Unmasked Estep 
Score: -21704916.000000 Penalty: 5975.178711
	Iteration 220F: 3 clusters Score -2.170492e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 147193 members 
Entering Unmasked Estep 
Score: -21704918.000000 Penalty: 5975.178711
	Iteration 221Q: 3 clusters Score -2.170492e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 147227 members 
Entering Unmasked Estep 
Score: -21704926.000000 Penalty: 5975.178711
	Iteration 222Q: 3 clusters Score -2.170493e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 147262 members 
Entering Unmasked Estep 
Score: -21704926.000000 Penalty: 5975.178711
	Iteration 223Q: 3 clusters Score -2.170493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 147288 members 
Entering Unmasked Estep 
Score: -21704932.000000 Penalty: 5975.178711
	Iteration 224Q: 3 clusters Score -2.170493e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 147311 members 
Entering Unmasked Estep 
Score: -21704908.000000 Penalty: 5975.178711
	Iteration 225Q: 3 clusters Score -2.170491e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 147340 members 
Entering Unmasked Estep 
Score: -21704878.000000 Penalty: 5975.178711
	Iteration 226Q: 3 clusters Score -2.170488e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 147380 members 
Entering Unmasked Estep 
Score: -21704850.000000 Penalty: 5975.178711
	Iteration 227Q: 3 clusters Score -2.170485e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 147411 members 
Entering Unmasked Estep 
Score: -21704856.000000 Penalty: 5975.178711
	Iteration 228Q: 3 clusters Score -2.170486e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 147442 members 
Entering Unmasked Estep 
Score: -21704850.000000 Penalty: 5975.178711
	Iteration 229Q: 3 clusters Score -2.170485e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 147483 members 
Entering Unmasked Estep 
Score: -21704838.000000 Penalty: 5975.178711
	Iteration 230Q: 3 clusters Score -2.170484e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 147526 members 
Entering Unmasked Estep 
Score: -21704824.000000 Penalty: 5975.178711
	Iteration 231Q: 3 clusters Score -2.170482e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 147563 members 
Entering Unmasked Estep 
Score: -21704780.000000 Penalty: 5975.178711
	Iteration 232Q: 3 clusters Score -2.170478e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 147595 members 
Entering Unmasked Estep 
Score: -21704794.000000 Penalty: 5975.178711
	Iteration 233Q: 3 clusters Score -2.170479e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 147630 members 
Entering Unmasked Estep 
Score: -21704800.000000 Penalty: 5975.178711
	Iteration 234Q: 3 clusters Score -2.17048e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 147668 members 
Entering Unmasked Estep 
Score: -21704816.000000 Penalty: 5975.178711
	Iteration 235Q: 3 clusters Score -2.170482e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 147705 members 
Entering Unmasked Estep 
Score: -21704824.000000 Penalty: 5975.178711
	Iteration 236Q: 3 clusters Score -2.170482e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 147750 members 
Entering Unmasked Estep 
Score: -21704852.000000 Penalty: 5975.178711
	Iteration 237Q: 3 clusters Score -2.170485e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 147799 members 
Entering Unmasked Estep 
Score: -21704854.000000 Penalty: 5975.178711
	Iteration 238Q: 3 clusters Score -2.170485e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 147847 members 
Entering Unmasked Estep 
Score: -21704848.000000 Penalty: 5975.178711
	Iteration 239Q: 3 clusters Score -2.170485e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 147884 members 
Entering Unmasked Estep 
Score: -21704850.000000 Penalty: 5975.178711
	Iteration 240F: 3 clusters Score -2.170485e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 147912 members 
Entering Unmasked Estep 
Score: -21704846.000000 Penalty: 5975.178711
	Iteration 241Q: 3 clusters Score -2.170485e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 147941 members 
Entering Unmasked Estep 
Score: -21704854.000000 Penalty: 5975.178711
	Iteration 242Q: 3 clusters Score -2.170485e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 147974 members 
Entering Unmasked Estep 
Score: -21704866.000000 Penalty: 5975.178711
	Iteration 243Q: 3 clusters Score -2.170487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 148001 members 
Entering Unmasked Estep 
Score: -21704830.000000 Penalty: 5975.178711
	Iteration 244Q: 3 clusters Score -2.170483e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 148028 members 
Entering Unmasked Estep 
Score: -21704846.000000 Penalty: 5975.178711
	Iteration 245Q: 3 clusters Score -2.170485e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 148061 members 
Entering Unmasked Estep 
Score: -21704816.000000 Penalty: 5975.178711
	Iteration 246Q: 3 clusters Score -2.170482e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 148090 members 
Entering Unmasked Estep 
Score: -21704834.000000 Penalty: 5975.178711
	Iteration 247Q: 3 clusters Score -2.170483e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 148119 members 
Entering Unmasked Estep 
Score: -21704816.000000 Penalty: 5975.178711
	Iteration 248Q: 3 clusters Score -2.170482e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 148147 members 
Entering Unmasked Estep 
Score: -21704806.000000 Penalty: 5975.178711
	Iteration 249Q: 3 clusters Score -2.170481e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 148172 members 
Entering Unmasked Estep 
Score: -21704810.000000 Penalty: 5975.178711
	Iteration 250Q: 3 clusters Score -2.170481e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 148204 members 
Entering Unmasked Estep 
Score: -21704812.000000 Penalty: 5975.178711
	Iteration 251Q: 3 clusters Score -2.170481e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 148237 members 
Entering Unmasked Estep 
Score: -21704804.000000 Penalty: 5975.178711
	Iteration 252Q: 3 clusters Score -2.17048e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 148269 members 
Entering Unmasked Estep 
Score: -21704758.000000 Penalty: 5975.178711
	Iteration 253Q: 3 clusters Score -2.170476e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 148304 members 
Entering Unmasked Estep 
Score: -21704778.000000 Penalty: 5975.178711
	Iteration 254Q: 3 clusters Score -2.170478e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 148340 members 
Entering Unmasked Estep 
Score: -21704784.000000 Penalty: 5975.178711
	Iteration 255Q: 3 clusters Score -2.170478e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 148369 members 
Entering Unmasked Estep 
Score: -21704784.000000 Penalty: 5975.178711
	Iteration 256Q: 3 clusters Score -2.170478e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 148418 members 
Entering Unmasked Estep 
Score: -21704800.000000 Penalty: 5975.178711
	Iteration 257Q: 3 clusters Score -2.17048e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 148469 members 
Entering Unmasked Estep 
Score: -21704752.000000 Penalty: 5975.178711
	Iteration 258Q: 3 clusters Score -2.170475e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 148505 members 
Entering Unmasked Estep 
Score: -21704764.000000 Penalty: 5975.178711
	Iteration 259Q: 3 clusters Score -2.170476e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 148548 members 
Entering Unmasked Estep 
Score: -21704776.000000 Penalty: 5975.178711
	Iteration 260F: 3 clusters Score -2.170478e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 148598 members 
Entering Unmasked Estep 
Score: -21704796.000000 Penalty: 5975.178711
	Iteration 261Q: 3 clusters Score -2.17048e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 148635 members 
Entering Unmasked Estep 
Score: -21704806.000000 Penalty: 5975.178711
	Iteration 262Q: 3 clusters Score -2.170481e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 148667 members 
Entering Unmasked Estep 
Score: -21704806.000000 Penalty: 5975.178711
	Iteration 263Q: 3 clusters Score -2.170481e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 148693 members 
Entering Unmasked Estep 
Score: -21704812.000000 Penalty: 5975.178711
	Iteration 264Q: 3 clusters Score -2.170481e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 148721 members 
Entering Unmasked Estep 
Score: -21704782.000000 Penalty: 5975.178711
	Iteration 265Q: 3 clusters Score -2.170478e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 148753 members 
Entering Unmasked Estep 
Score: -21704788.000000 Penalty: 5975.178711
	Iteration 266Q: 3 clusters Score -2.170479e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 148776 members 
Entering Unmasked Estep 
Score: -21704790.000000 Penalty: 5975.178711
	Iteration 267Q: 3 clusters Score -2.170479e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 148799 members 
Entering Unmasked Estep 
Score: -21704796.000000 Penalty: 5975.178711
	Iteration 268Q: 3 clusters Score -2.17048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 148817 members 
Entering Unmasked Estep 
Score: -21704782.000000 Penalty: 5975.178711
	Iteration 269Q: 3 clusters Score -2.170478e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 148842 members 
Entering Unmasked Estep 
Score: -21704778.000000 Penalty: 5975.178711
	Iteration 270Q: 3 clusters Score -2.170478e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 148873 members 
Entering Unmasked Estep 
Score: -21704764.000000 Penalty: 5975.178711
	Iteration 271Q: 3 clusters Score -2.170476e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 148911 members 
Entering Unmasked Estep 
Score: -21704798.000000 Penalty: 5975.178711
	Iteration 272Q: 3 clusters Score -2.17048e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 148952 members 
Entering Unmasked Estep 
Score: -21704758.000000 Penalty: 5975.178711
	Iteration 273Q: 3 clusters Score -2.170476e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 148994 members 
Entering Unmasked Estep 
Score: -21704748.000000 Penalty: 5975.178711
	Iteration 274Q: 3 clusters Score -2.170475e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 149036 members 
Entering Unmasked Estep 
Score: -21704748.000000 Penalty: 5975.178711
	Iteration 275Q: 3 clusters Score -2.170475e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 149079 members 
Entering Unmasked Estep 
Score: -21704762.000000 Penalty: 5975.178711
	Iteration 276Q: 3 clusters Score -2.170476e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 149119 members 
Entering Unmasked Estep 
Score: -21704768.000000 Penalty: 5975.178711
	Iteration 277Q: 3 clusters Score -2.170477e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 149155 members 
Entering Unmasked Estep 
Score: -21704766.000000 Penalty: 5975.178711
	Iteration 278Q: 3 clusters Score -2.170477e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 149190 members 
Entering Unmasked Estep 
Score: -21704756.000000 Penalty: 5975.178711
	Iteration 279Q: 3 clusters Score -2.170476e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 149223 members 
Entering Unmasked Estep 
Score: -21704746.000000 Penalty: 5975.178711
	Iteration 280F: 3 clusters Score -2.170475e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 149249 members 
Entering Unmasked Estep 
Score: -21704736.000000 Penalty: 5975.178711
	Iteration 281Q: 3 clusters Score -2.170474e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 149277 members 
Entering Unmasked Estep 
Score: -21704742.000000 Penalty: 5975.178711
	Iteration 282Q: 3 clusters Score -2.170474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 149299 members 
Entering Unmasked Estep 
Score: -21704762.000000 Penalty: 5975.178711
	Iteration 283Q: 3 clusters Score -2.170476e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 149321 members 
Entering Unmasked Estep 
Score: -21704770.000000 Penalty: 5975.178711
	Iteration 284Q: 3 clusters Score -2.170477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 149339 members 
Entering Unmasked Estep 
Score: -21704778.000000 Penalty: 5975.178711
	Iteration 285Q: 3 clusters Score -2.170478e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 149358 members 
Entering Unmasked Estep 
Score: -21704766.000000 Penalty: 5975.178711
	Iteration 286Q: 3 clusters Score -2.170477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 149369 members 
Entering Unmasked Estep 
Score: -21704760.000000 Penalty: 5975.178711
	Iteration 287Q: 3 clusters Score -2.170476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 149378 members 
Entering Unmasked Estep 
Score: -21704770.000000 Penalty: 5975.178711
	Iteration 288Q: 3 clusters Score -2.170477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 149391 members 
Entering Unmasked Estep 
Score: -21704762.000000 Penalty: 5975.178711
	Iteration 289Q: 3 clusters Score -2.170476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 149404 members 
Entering Unmasked Estep 
Score: -21704764.000000 Penalty: 5975.178711
	Iteration 290Q: 3 clusters Score -2.170476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 149419 members 
Entering Unmasked Estep 
Score: -21704742.000000 Penalty: 5975.178711
	Iteration 291Q: 3 clusters Score -2.170474e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 149436 members 
Entering Unmasked Estep 
Score: -21704740.000000 Penalty: 5975.178711
	Iteration 292Q: 3 clusters Score -2.170474e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 149459 members 
Entering Unmasked Estep 
Score: -21704768.000000 Penalty: 5975.178711
	Iteration 293Q: 3 clusters Score -2.170477e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 149488 members 
Entering Unmasked Estep 
Score: -21704744.000000 Penalty: 5975.178711
	Iteration 294Q: 3 clusters Score -2.170474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 149506 members 
Entering Unmasked Estep 
Score: -21704758.000000 Penalty: 5975.178711
	Iteration 295Q: 3 clusters Score -2.170476e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 149529 members 
Entering Unmasked Estep 
Score: -21704746.000000 Penalty: 5975.178711
	Iteration 296Q: 3 clusters Score -2.170475e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 149552 members 
Entering Unmasked Estep 
Score: -21704724.000000 Penalty: 5975.178711
	Iteration 297Q: 3 clusters Score -2.170472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 149569 members 
Entering Unmasked Estep 
Score: -21704726.000000 Penalty: 5975.178711
	Iteration 298Q: 3 clusters Score -2.170473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 149583 members 
Entering Unmasked Estep 
Score: -21704752.000000 Penalty: 5975.178711
	Iteration 299Q: 3 clusters Score -2.170475e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 149601 members 
Entering Unmasked Estep 
Score: -21704772.000000 Penalty: 5975.178711
	Iteration 300F: 3 clusters Score -2.170477e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 149624 members 
Entering Unmasked Estep 
Score: -21704770.000000 Penalty: 5975.178711
	Iteration 301Q: 3 clusters Score -2.170477e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 149650 members 
Entering Unmasked Estep 
Score: -21704750.000000 Penalty: 5975.178711
	Iteration 302Q: 3 clusters Score -2.170475e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 149675 members 
Entering Unmasked Estep 
Score: -21704758.000000 Penalty: 5975.178711
	Iteration 303Q: 3 clusters Score -2.170476e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 149696 members 
Entering Unmasked Estep 
Score: -21704762.000000 Penalty: 5975.178711
	Iteration 304Q: 3 clusters Score -2.170476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 149713 members 
Entering Unmasked Estep 
Score: -21704762.000000 Penalty: 5975.178711
	Iteration 305Q: 3 clusters Score -2.170476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 149730 members 
Entering Unmasked Estep 
Score: -21704766.000000 Penalty: 5975.178711
	Iteration 306Q: 3 clusters Score -2.170477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 149743 members 
Entering Unmasked Estep 
Score: -21704786.000000 Penalty: 5975.178711
	Iteration 307Q: 3 clusters Score -2.170479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 149758 members 
Entering Unmasked Estep 
Score: -21704772.000000 Penalty: 5975.178711
	Iteration 308Q: 3 clusters Score -2.170477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 149773 members 
Entering Unmasked Estep 
Score: -21704776.000000 Penalty: 5975.178711
	Iteration 309Q: 3 clusters Score -2.170478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 149784 members 
Entering Unmasked Estep 
Score: -21704782.000000 Penalty: 5975.178711
	Iteration 310Q: 3 clusters Score -2.170478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 149798 members 
Entering Unmasked Estep 
Score: -21704790.000000 Penalty: 5975.178711
	Iteration 311Q: 3 clusters Score -2.170479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 149813 members 
Entering Unmasked Estep 
Score: -21704778.000000 Penalty: 5975.178711
	Iteration 312Q: 3 clusters Score -2.170478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 149828 members 
Entering Unmasked Estep 
Score: -21704772.000000 Penalty: 5975.178711
	Iteration 313Q: 3 clusters Score -2.170477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 149840 members 
Entering Unmasked Estep 
Score: -21704774.000000 Penalty: 5975.178711
	Iteration 314Q: 3 clusters Score -2.170477e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 149863 members 
Entering Unmasked Estep 
Score: -21704770.000000 Penalty: 5975.178711
	Iteration 315Q: 3 clusters Score -2.170477e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 149887 members 
Entering Unmasked Estep 
Score: -21704772.000000 Penalty: 5975.178711
	Iteration 316Q: 3 clusters Score -2.170477e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 149908 members 
Entering Unmasked Estep 
Score: -21704772.000000 Penalty: 5975.178711
	Iteration 317Q: 3 clusters Score -2.170477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 149928 members 
Entering Unmasked Estep 
Score: -21704776.000000 Penalty: 5975.178711
	Iteration 318Q: 3 clusters Score -2.170478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 149950 members 
Entering Unmasked Estep 
Score: -21704786.000000 Penalty: 5975.178711
	Iteration 319Q: 3 clusters Score -2.170479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 149972 members 
Entering Unmasked Estep 
Score: -21704784.000000 Penalty: 5975.178711
	Iteration 320F: 3 clusters Score -2.170478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 149992 members 
Entering Unmasked Estep 
Score: -21704776.000000 Penalty: 5975.178711
	Iteration 321Q: 3 clusters Score -2.170478e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 150020 members 
Entering Unmasked Estep 
Score: -21704776.000000 Penalty: 5975.178711
	Iteration 322Q: 3 clusters Score -2.170478e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 150048 members 
Entering Unmasked Estep 
Score: -21704764.000000 Penalty: 5975.178711
	Iteration 323Q: 3 clusters Score -2.170476e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 150074 members 
Entering Unmasked Estep 
Score: -21704766.000000 Penalty: 5975.178711
	Iteration 324Q: 3 clusters Score -2.170477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 150092 members 
Entering Unmasked Estep 
Score: -21704764.000000 Penalty: 5975.178711
	Iteration 325Q: 3 clusters Score -2.170476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 150111 members 
Entering Unmasked Estep 
Score: -21704790.000000 Penalty: 5975.178711
	Iteration 326Q: 3 clusters Score -2.170479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 150126 members 
Entering Unmasked Estep 
Score: -21704790.000000 Penalty: 5975.178711
	Iteration 327Q: 3 clusters Score -2.170479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 150138 members 
Entering Unmasked Estep 
Score: -21704780.000000 Penalty: 5975.178711
	Iteration 328Q: 3 clusters Score -2.170478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 150151 members 
Entering Unmasked Estep 
Score: -21704792.000000 Penalty: 5975.178711
	Iteration 329Q: 3 clusters Score -2.170479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 150164 members 
Entering Unmasked Estep 
Score: -21704800.000000 Penalty: 5975.178711
	Iteration 330Q: 3 clusters Score -2.17048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 150180 members 
Entering Unmasked Estep 
Score: -21704798.000000 Penalty: 5975.178711
	Iteration 331Q: 3 clusters Score -2.17048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 150189 members 
Entering Unmasked Estep 
Score: -21704802.000000 Penalty: 5975.178711
	Iteration 332Q: 3 clusters Score -2.17048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 150199 members 
Entering Unmasked Estep 
Score: -21704810.000000 Penalty: 5975.178711
	Iteration 333Q: 3 clusters Score -2.170481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 150210 members 
Entering Unmasked Estep 
Score: -21704810.000000 Penalty: 5975.178711
	Iteration 334Q: 3 clusters Score -2.170481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 150218 members 
Entering Unmasked Estep 
Score: -21704784.000000 Penalty: 5975.178711
	Iteration 335Q: 3 clusters Score -2.170478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 150226 members 
Entering Unmasked Estep 
Score: -21704764.000000 Penalty: 5975.178711
	Iteration 336Q: 3 clusters Score -2.170476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 150231 members 
Entering Unmasked Estep 
Score: -21704780.000000 Penalty: 5975.178711
	Iteration 337Q: 3 clusters Score -2.170478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 150237 members 
Entering Unmasked Estep 
Score: -21704780.000000 Penalty: 5975.178711
	Iteration 338Q: 3 clusters Score -2.170478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 150241 members 
Entering Unmasked Estep 
Score: -21704772.000000 Penalty: 5975.178711
	Iteration 339Q: 3 clusters Score -2.170477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 150243 members 
Entering Unmasked Estep 
Score: -21704766.000000 Penalty: 5975.178711
	Iteration 340F: 3 clusters Score -2.170477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 150246 members 
Entering Unmasked Estep 
Score: -21704758.000000 Penalty: 5975.178711
	Iteration 341Q: 3 clusters Score -2.170476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 150248 members 
Entering Unmasked Estep 
Score: -21704762.000000 Penalty: 5975.178711
	Iteration 342Q: 3 clusters Score -2.170476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 150250 members 
Entering Unmasked Estep 
Score: -21704760.000000 Penalty: 5975.178711
	Iteration 343Q: 3 clusters Score -2.170476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 150254 members 
Entering Unmasked Estep 
Score: -21704764.000000 Penalty: 5975.178711
	Iteration 344Q: 3 clusters Score -2.170476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 150258 members 
Entering Unmasked Estep 
Score: -21704766.000000 Penalty: 5975.178711
	Iteration 345Q: 3 clusters Score -2.170477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 150265 members 
Entering Unmasked Estep 
Score: -21704768.000000 Penalty: 5975.178711
	Iteration 346Q: 3 clusters Score -2.170477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 150274 members 
Entering Unmasked Estep 
Score: -21704768.000000 Penalty: 5975.178711
	Iteration 347Q: 3 clusters Score -2.170477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 150286 members 
Entering Unmasked Estep 
Score: -21704764.000000 Penalty: 5975.178711
	Iteration 348Q: 3 clusters Score -2.170476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 150306 members 
Entering Unmasked Estep 
Score: -21704754.000000 Penalty: 5975.178711
	Iteration 349Q: 3 clusters Score -2.170475e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 150324 members 
Entering Unmasked Estep 
Score: -21704760.000000 Penalty: 5975.178711
	Iteration 350Q: 3 clusters Score -2.170476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 150344 members 
Entering Unmasked Estep 
Score: -21704782.000000 Penalty: 5975.178711
	Iteration 351Q: 3 clusters Score -2.170478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 150360 members 
Entering Unmasked Estep 
Score: -21704758.000000 Penalty: 5975.178711
	Iteration 352Q: 3 clusters Score -2.170476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 150372 members 
Entering Unmasked Estep 
Score: -21704772.000000 Penalty: 5975.178711
	Iteration 353Q: 3 clusters Score -2.170477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 150380 members 
Entering Unmasked Estep 
Score: -21704782.000000 Penalty: 5975.178711
	Iteration 354Q: 3 clusters Score -2.170478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 150387 members 
Entering Unmasked Estep 
Score: -21704804.000000 Penalty: 5975.178711
	Iteration 355Q: 3 clusters Score -2.17048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 150395 members 
Entering Unmasked Estep 
Score: -21704778.000000 Penalty: 5975.178711
	Iteration 356Q: 3 clusters Score -2.170478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 150402 members 
Entering Unmasked Estep 
Score: -21704794.000000 Penalty: 5975.178711
	Iteration 357Q: 3 clusters Score -2.170479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 150409 members 
Entering Unmasked Estep 
Score: -21704776.000000 Penalty: 5975.178711
	Iteration 358Q: 3 clusters Score -2.170478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 150415 members 
Entering Unmasked Estep 
Score: -21704764.000000 Penalty: 5975.178711
	Iteration 359Q: 3 clusters Score -2.170476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 150422 members 
Entering Unmasked Estep 
Score: -21704762.000000 Penalty: 5975.178711
	Iteration 360F: 3 clusters Score -2.170476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 150427 members 
Entering Unmasked Estep 
Score: -21704758.000000 Penalty: 5975.178711
	Iteration 361Q: 3 clusters Score -2.170476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 150428 members 
Entering Unmasked Estep 
Score: -21704758.000000 Penalty: 5975.178711
	Iteration 362Q: 3 clusters Score -2.170476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 150428 members 
Entering Unmasked Estep 
Score: -21704758.000000 Penalty: 5975.178711
	Iteration 363F: 3 clusters Score -2.170476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -39970.726562 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -39970.73 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 184 members 
Entering Unmasked Estep 
Score: -38635.890625 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -38635.89 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38858.816406 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -38858.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38940.687500 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -38940.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38980.003906 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -38980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39012.773438 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -39012.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39036.093750 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -39036.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39056.964844 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -39056.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39069.417969 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -39069.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39099.132812 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -39099.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39123.835938 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -39123.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39164.152344 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -39164.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39184.445312 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -39184.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39196.703125 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -39196.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39213.109375 Penalty: 2965.527344
	Iteration 13Q: 3 clusters Score -39213.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39227.863281 Penalty: 2965.527344
	Iteration 14Q: 3 clusters Score -39227.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39234.093750 Penalty: 2965.527344
	Iteration 15Q: 3 clusters Score -39234.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39238.347656 Penalty: 2965.527344
	Iteration 16Q: 3 clusters Score -39238.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39242.648438 Penalty: 2965.527344
	Iteration 17Q: 3 clusters Score -39242.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39242.648438 Penalty: 2965.527344
	Iteration 18F: 3 clusters Score -39242.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -506433.625000 Penalty: 2070.613525
	Iteration 0F: 2 clusters Score -506433.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -502455.250000 Penalty: 4141.227051
	Iteration 0F: 3 clusters Score -502455.2 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -503440.718750 Penalty: 4141.227051
	Iteration 1F: 3 clusters Score -503440.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -503663.750000 Penalty: 4141.227051
	Iteration 2F: 3 clusters Score -503663.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -503825.312500 Penalty: 4141.227051
	Iteration 3F: 3 clusters Score -503825.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -503966.531250 Penalty: 4141.227051
	Iteration 4Q: 3 clusters Score -503966.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -504104.968750 Penalty: 4141.227051
	Iteration 5Q: 3 clusters Score -504105 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -504214.218750 Penalty: 4141.227051
	Iteration 6Q: 3 clusters Score -504214.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -504323.031250 Penalty: 4141.227051
	Iteration 7Q: 3 clusters Score -504323 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -504433.812500 Penalty: 4141.227051
	Iteration 8Q: 3 clusters Score -504433.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -504537.843750 Penalty: 4141.227051
	Iteration 9Q: 3 clusters Score -504537.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -504626.031250 Penalty: 4141.227051
	Iteration 10Q: 3 clusters Score -504626 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -504705.437500 Penalty: 4141.227051
	Iteration 11Q: 3 clusters Score -504705.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -504774.906250 Penalty: 4141.227051
	Iteration 12Q: 3 clusters Score -504774.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -504834.468750 Penalty: 4141.227051
	Iteration 13Q: 3 clusters Score -504834.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -504894.750000 Penalty: 4141.227051
	Iteration 14Q: 3 clusters Score -504894.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -504944.562500 Penalty: 4141.227051
	Iteration 15Q: 3 clusters Score -504944.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -504989.093750 Penalty: 4141.227051
	Iteration 16Q: 3 clusters Score -504989.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -505027.250000 Penalty: 4141.227051
	Iteration 17Q: 3 clusters Score -505027.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -505058.968750 Penalty: 4141.227051
	Iteration 18Q: 3 clusters Score -505059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -505085.000000 Penalty: 4141.227051
	Iteration 19Q: 3 clusters Score -505085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -505110.406250 Penalty: 4141.227051
	Iteration 20F: 3 clusters Score -505110.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -505130.531250 Penalty: 4141.227051
	Iteration 21Q: 3 clusters Score -505130.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -505143.312500 Penalty: 4141.227051
	Iteration 22Q: 3 clusters Score -505143.3 nChanged 20
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: -505155.437500 Penalty: 4141.227051
	Iteration 23Q: 3 clusters Score -505155.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -505168.500000 Penalty: 4141.227051
	Iteration 24Q: 3 clusters Score -505168.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -505175.000000 Penalty: 4141.227051
	Iteration 25Q: 3 clusters Score -505175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -505178.937500 Penalty: 4141.227051
	Iteration 26Q: 3 clusters Score -505178.9 nChanged 7
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: -505180.312500 Penalty: 4141.227051
	Iteration 27Q: 3 clusters Score -505180.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -505183.187500 Penalty: 4141.227051
	Iteration 28Q: 3 clusters Score -505183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -505183.937500 Penalty: 4141.227051
	Iteration 29Q: 3 clusters Score -505183.9 nChanged 4
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: -505188.156250 Penalty: 4141.227051
	Iteration 30Q: 3 clusters Score -505188.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -505196.093750 Penalty: 4141.227051
	Iteration 31Q: 3 clusters Score -505196.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -505203.218750 Penalty: 4141.227051
	Iteration 32Q: 3 clusters Score -505203.2 nChanged 8
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: -505205.718750 Penalty: 4141.227051
	Iteration 33Q: 3 clusters Score -505205.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -505208.843750 Penalty: 4141.227051
	Iteration 34Q: 3 clusters Score -505208.8 nChanged 4
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: -505211.437500 Penalty: 4141.227051
	Iteration 35Q: 3 clusters Score -505211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -505214.125000 Penalty: 4141.227051
	Iteration 36Q: 3 clusters Score -505214.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -505218.156250 Penalty: 4141.227051
	Iteration 37Q: 3 clusters Score -505218.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -505220.500000 Penalty: 4141.227051
	Iteration 38Q: 3 clusters Score -505220.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -505221.500000 Penalty: 4141.227051
	Iteration 39Q: 3 clusters Score -505221.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -505224.781250 Penalty: 4141.227051
	Iteration 40F: 3 clusters Score -505224.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -505227.031250 Penalty: 4141.227051
	Iteration 41Q: 3 clusters Score -505227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -505229.687500 Penalty: 4141.227051
	Iteration 42Q: 3 clusters Score -505229.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -505231.031250 Penalty: 4141.227051
	Iteration 43Q: 3 clusters Score -505231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -505231.250000 Penalty: 4141.227051
	Iteration 44Q: 3 clusters Score -505231.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -505231.250000 Penalty: 4141.227051
	Iteration 45F: 3 clusters Score -505231.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -48683.855469 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -48683.86 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 222 members 
Entering Unmasked Estep 
Score: -47174.082031 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -47174.08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47381.644531 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -47381.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47548.296875 Penalty: 3042.165527
	Iteration 2F: 3 clusters Score -47548.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47751.695312 Penalty: 3042.165527
	Iteration 3F: 3 clusters Score -47751.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47961.886719 Penalty: 3042.165527
	Iteration 4Q: 3 clusters Score -47961.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48320.828125 Penalty: 3042.165527
	Iteration 5F: 3 clusters Score -48320.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -48524.148438 Penalty: 3042.165527
	Iteration 6Q: 3 clusters Score -48524.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48573.957031 Penalty: 3042.165527
	Iteration 7Q: 3 clusters Score -48573.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48595.066406 Penalty: 3042.165527
	Iteration 8Q: 3 clusters Score -48595.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48616.468750 Penalty: 3042.165527
	Iteration 9Q: 3 clusters Score -48616.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48646.277344 Penalty: 3042.165527
	Iteration 10Q: 3 clusters Score -48646.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48686.839844 Penalty: 3042.165527
	Iteration 11Q: 3 clusters Score -48686.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48748.765625 Penalty: 3042.165527
	Iteration 12Q: 3 clusters Score -48748.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48748.765625 Penalty: 3042.165527
	Iteration 13F: 3 clusters Score -48748.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 149612 members 
Mstep: Class 3 contains 5326 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170541 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4227 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 5666 members 
Mstep: Class 10 contains 155489 members 
Mstep: Class 11 contains 72667 members 
Mstep: Class 12 contains 158881 members 
Mstep: Class 13 contains 8873 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 148954 members 
Mstep: Class 16 contains 58594 members 
Mstep: Class 17 contains 4107 members 
Mstep: Class 18 contains 36917 members 
Mstep: Class 19 contains 155726 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147080 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Mstep: Class 25 contains 221 members 
Entering Unmasked Estep 
Score: -161324160.000000 Penalty: 87239.546875
Splitting cluster 8 changes total score from -161325920.000000 to -161324160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Entering Unmasked Estep 
Score: -718042.375000 Penalty: 2143.275146
	Iteration 0F: 2 clusters Score -718042.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -713088.812500 Penalty: 4286.550293
	Iteration 0F: 3 clusters Score -713088.8 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -714289.187500 Penalty: 4286.550293
	Iteration 1F: 3 clusters Score -714289.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -714524.125000 Penalty: 4286.550293
	Iteration 2F: 3 clusters Score -714524.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -714687.187500 Penalty: 4286.550293
	Iteration 3Q: 3 clusters Score -714687.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -714828.375000 Penalty: 4286.550293
	Iteration 4Q: 3 clusters Score -714828.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -714961.062500 Penalty: 4286.550293
	Iteration 5Q: 3 clusters Score -714961.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -715072.937500 Penalty: 4286.550293
	Iteration 6Q: 3 clusters Score -715072.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -715176.750000 Penalty: 4286.550293
	Iteration 7Q: 3 clusters Score -715176.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -715264.312500 Penalty: 4286.550293
	Iteration 8Q: 3 clusters Score -715264.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -715332.625000 Penalty: 4286.550293
	Iteration 9Q: 3 clusters Score -715332.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -715394.125000 Penalty: 4286.550293
	Iteration 10Q: 3 clusters Score -715394.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -715454.000000 Penalty: 4286.550293
	Iteration 11Q: 3 clusters Score -715454 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -715501.375000 Penalty: 4286.550293
	Iteration 12Q: 3 clusters Score -715501.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -715551.687500 Penalty: 4286.550293
	Iteration 13Q: 3 clusters Score -715551.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -715607.312500 Penalty: 4286.550293
	Iteration 14Q: 3 clusters Score -715607.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -715656.437500 Penalty: 4286.550293
	Iteration 15Q: 3 clusters Score -715656.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -715710.375000 Penalty: 4286.550293
	Iteration 16Q: 3 clusters Score -715710.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -715761.875000 Penalty: 4286.550293
	Iteration 17Q: 3 clusters Score -715761.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -715816.937500 Penalty: 4286.550293
	Iteration 18Q: 3 clusters Score -715816.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -715858.562500 Penalty: 4286.550293
	Iteration 19Q: 3 clusters Score -715858.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -715888.000000 Penalty: 4286.550293
	Iteration 20F: 3 clusters Score -715888 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -715906.937500 Penalty: 4286.550293
	Iteration 21Q: 3 clusters Score -715906.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -715926.187500 Penalty: 4286.550293
	Iteration 22Q: 3 clusters Score -715926.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -715943.187500 Penalty: 4286.550293
	Iteration 23Q: 3 clusters Score -715943.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -715959.562500 Penalty: 4286.550293
	Iteration 24Q: 3 clusters Score -715959.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -715977.875000 Penalty: 4286.550293
	Iteration 25Q: 3 clusters Score -715977.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -715986.875000 Penalty: 4286.550293
	Iteration 26Q: 3 clusters Score -715986.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -715995.437500 Penalty: 4286.550293
	Iteration 27Q: 3 clusters Score -715995.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -715997.937500 Penalty: 4286.550293
	Iteration 28Q: 3 clusters Score -715997.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -716003.562500 Penalty: 4286.550293
	Iteration 29Q: 3 clusters Score -716003.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -716006.625000 Penalty: 4286.550293
	Iteration 30Q: 3 clusters Score -716006.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -716009.125000 Penalty: 4286.550293
	Iteration 31Q: 3 clusters Score -716009.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -716012.375000 Penalty: 4286.550293
	Iteration 32Q: 3 clusters Score -716012.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -716017.000000 Penalty: 4286.550293
	Iteration 33Q: 3 clusters Score -716017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -716019.750000 Penalty: 4286.550293
	Iteration 34Q: 3 clusters Score -716019.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -716022.875000 Penalty: 4286.550293
	Iteration 35Q: 3 clusters Score -716022.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -716030.562500 Penalty: 4286.550293
	Iteration 36Q: 3 clusters Score -716030.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -716035.187500 Penalty: 4286.550293
	Iteration 37Q: 3 clusters Score -716035.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -716038.687500 Penalty: 4286.550293
	Iteration 38Q: 3 clusters Score -716038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -716039.937500 Penalty: 4286.550293
	Iteration 39Q: 3 clusters Score -716039.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -716042.437500 Penalty: 4286.550293
	Iteration 40F: 3 clusters Score -716042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -716046.375000 Penalty: 4286.550293
	Iteration 41Q: 3 clusters Score -716046.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -716049.500000 Penalty: 4286.550293
	Iteration 42Q: 3 clusters Score -716049.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -716052.500000 Penalty: 4286.550293
	Iteration 43Q: 3 clusters Score -716052.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -716053.125000 Penalty: 4286.550293
	Iteration 44Q: 3 clusters Score -716053.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -716056.000000 Penalty: 4286.550293
	Iteration 45Q: 3 clusters Score -716056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -716056.500000 Penalty: 4286.550293
	Iteration 46Q: 3 clusters Score -716056.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -716059.125000 Penalty: 4286.550293
	Iteration 47Q: 3 clusters Score -716059.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -716061.312500 Penalty: 4286.550293
	Iteration 48Q: 3 clusters Score -716061.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -716063.500000 Penalty: 4286.550293
	Iteration 49Q: 3 clusters Score -716063.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -716064.937500 Penalty: 4286.550293
	Iteration 50Q: 3 clusters Score -716064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -716066.187500 Penalty: 4286.550293
	Iteration 51Q: 3 clusters Score -716066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -716066.500000 Penalty: 4286.550293
	Iteration 52Q: 3 clusters Score -716066.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -716070.125000 Penalty: 4286.550293
	Iteration 53Q: 3 clusters Score -716070.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -716071.062500 Penalty: 4286.550293
	Iteration 54Q: 3 clusters Score -716071.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -716071.875000 Penalty: 4286.550293
	Iteration 55Q: 3 clusters Score -716071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -716073.312500 Penalty: 4286.550293
	Iteration 56Q: 3 clusters Score -716073.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -716074.062500 Penalty: 4286.550293
	Iteration 57Q: 3 clusters Score -716074.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -716075.187500 Penalty: 4286.550293
	Iteration 58Q: 3 clusters Score -716075.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -716075.937500 Penalty: 4286.550293
	Iteration 59Q: 3 clusters Score -716075.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -716076.875000 Penalty: 4286.550293
	Iteration 60F: 3 clusters Score -716076.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -716078.687500 Penalty: 4286.550293
	Iteration 61Q: 3 clusters Score -716078.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -716078.375000 Penalty: 4286.550293
	Iteration 62Q: 3 clusters Score -716078.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -716080.125000 Penalty: 4286.550293
	Iteration 63Q: 3 clusters Score -716080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -716081.562500 Penalty: 4286.550293
	Iteration 64Q: 3 clusters Score -716081.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -716080.937500 Penalty: 4286.550293
	Iteration 65Q: 3 clusters Score -716080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -716080.937500 Penalty: 4286.550293
	Iteration 66F: 3 clusters Score -716080.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (155489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155489 members 
Entering Unmasked Estep 
Score: -19938202.000000 Penalty: 2964.673828
	Iteration 0F: 2 clusters Score -1.99382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77718 members 
Mstep: Class 2 contains 77771 members 
Entering Unmasked Estep 
Score: -19836968.000000 Penalty: 5929.347656
	Iteration 0F: 3 clusters Score -1.983697e+07 nChanged 74017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 76698 members 
Entering Unmasked Estep 
Score: -19879498.000000 Penalty: 5929.347656
	Iteration 1F: 3 clusters Score -1.98795e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79338 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -19880204.000000 Penalty: 5929.347656
	Iteration 2Q: 3 clusters Score -1.98802e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -19881086.000000 Penalty: 5929.347656
	Iteration 3Q: 3 clusters Score -1.988109e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 74192 members 
Entering Unmasked Estep 
Score: -19881996.000000 Penalty: 5929.347656
	Iteration 4Q: 3 clusters Score -1.9882e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -19883264.000000 Penalty: 5929.347656
	Iteration 5Q: 3 clusters Score -1.988326e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -19884974.000000 Penalty: 5929.347656
	Iteration 6Q: 3 clusters Score -1.988497e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89446 members 
Mstep: Class 2 contains 66043 members 
Entering Unmasked Estep 
Score: -19887738.000000 Penalty: 5929.347656
	Iteration 7Q: 3 clusters Score -1.988774e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94751 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -19892220.000000 Penalty: 5929.347656
	Iteration 8F: 3 clusters Score -1.989222e+07 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101561 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -19899014.000000 Penalty: 5929.347656
	Iteration 9F: 3 clusters Score -1.989901e+07 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109158 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -19907770.000000 Penalty: 5929.347656
	Iteration 10F: 3 clusters Score -1.990777e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116025 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -19917024.000000 Penalty: 5929.347656
	Iteration 11F: 3 clusters Score -1.991702e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -19923208.000000 Penalty: 5929.347656
	Iteration 12Q: 3 clusters Score -1.992321e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123874 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -19926266.000000 Penalty: 5929.347656
	Iteration 13Q: 3 clusters Score -1.992627e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126321 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -19927878.000000 Penalty: 5929.347656
	Iteration 14Q: 3 clusters Score -1.992788e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128585 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -19929124.000000 Penalty: 5929.347656
	Iteration 15Q: 3 clusters Score -1.992912e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130750 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -19930194.000000 Penalty: 5929.347656
	Iteration 16Q: 3 clusters Score -1.993019e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132785 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -19931016.000000 Penalty: 5929.347656
	Iteration 17Q: 3 clusters Score -1.993102e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134738 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -19931636.000000 Penalty: 5929.347656
	Iteration 18Q: 3 clusters Score -1.993164e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136594 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -19932368.000000 Penalty: 5929.347656
	Iteration 19Q: 3 clusters Score -1.993237e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138368 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -19933152.000000 Penalty: 5929.347656
	Iteration 20F: 3 clusters Score -1.993315e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139989 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -19933608.000000 Penalty: 5929.347656
	Iteration 21Q: 3 clusters Score -1.993361e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141491 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -19933968.000000 Penalty: 5929.347656
	Iteration 22Q: 3 clusters Score -1.993397e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142920 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -19934354.000000 Penalty: 5929.347656
	Iteration 23Q: 3 clusters Score -1.993435e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144294 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -19934858.000000 Penalty: 5929.347656
	Iteration 24Q: 3 clusters Score -1.993486e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145594 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -19935290.000000 Penalty: 5929.347656
	Iteration 25Q: 3 clusters Score -1.993529e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146785 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -19935694.000000 Penalty: 5929.347656
	Iteration 26Q: 3 clusters Score -1.993569e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147890 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -19936108.000000 Penalty: 5929.347656
	Iteration 27Q: 3 clusters Score -1.993611e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148883 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -19936214.000000 Penalty: 5929.347656
	Iteration 28Q: 3 clusters Score -1.993621e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149753 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -19936312.000000 Penalty: 5929.347656
	Iteration 29Q: 3 clusters Score -1.993631e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150524 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -19936440.000000 Penalty: 5929.347656
	Iteration 30Q: 3 clusters Score -1.993644e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151190 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -19936530.000000 Penalty: 5929.347656
	Iteration 31Q: 3 clusters Score -1.993653e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151745 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -19936560.000000 Penalty: 5929.347656
	Iteration 32Q: 3 clusters Score -1.993656e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152214 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -19936528.000000 Penalty: 5929.347656
	Iteration 33Q: 3 clusters Score -1.993653e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152633 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -19936534.000000 Penalty: 5929.347656
	Iteration 34Q: 3 clusters Score -1.993653e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152943 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -19936470.000000 Penalty: 5929.347656
	Iteration 35Q: 3 clusters Score -1.993647e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153171 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -19936444.000000 Penalty: 5929.347656
	Iteration 36Q: 3 clusters Score -1.993644e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153357 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -19936456.000000 Penalty: 5929.347656
	Iteration 37Q: 3 clusters Score -1.993646e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153510 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -19936482.000000 Penalty: 5929.347656
	Iteration 38Q: 3 clusters Score -1.993648e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153634 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -19936462.000000 Penalty: 5929.347656
	Iteration 39Q: 3 clusters Score -1.993646e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153741 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -19936410.000000 Penalty: 5929.347656
	Iteration 40F: 3 clusters Score -1.993641e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153826 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -19936398.000000 Penalty: 5929.347656
	Iteration 41Q: 3 clusters Score -1.99364e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153897 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -19936334.000000 Penalty: 5929.347656
	Iteration 42Q: 3 clusters Score -1.993633e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153946 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -19936340.000000 Penalty: 5929.347656
	Iteration 43Q: 3 clusters Score -1.993634e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153990 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -19936324.000000 Penalty: 5929.347656
	Iteration 44Q: 3 clusters Score -1.993632e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154028 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -19936306.000000 Penalty: 5929.347656
	Iteration 45Q: 3 clusters Score -1.993631e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154064 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -19936280.000000 Penalty: 5929.347656
	Iteration 46Q: 3 clusters Score -1.993628e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154101 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -19936288.000000 Penalty: 5929.347656
	Iteration 47Q: 3 clusters Score -1.993629e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154145 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -19936282.000000 Penalty: 5929.347656
	Iteration 48Q: 3 clusters Score -1.993628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154180 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -19936276.000000 Penalty: 5929.347656
	Iteration 49Q: 3 clusters Score -1.993628e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154212 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -19936254.000000 Penalty: 5929.347656
	Iteration 50Q: 3 clusters Score -1.993625e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154233 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -19936238.000000 Penalty: 5929.347656
	Iteration 51Q: 3 clusters Score -1.993624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154259 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -19936242.000000 Penalty: 5929.347656
	Iteration 52Q: 3 clusters Score -1.993624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154280 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -19936232.000000 Penalty: 5929.347656
	Iteration 53Q: 3 clusters Score -1.993623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154296 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -19936238.000000 Penalty: 5929.347656
	Iteration 54Q: 3 clusters Score -1.993624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154305 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -19936240.000000 Penalty: 5929.347656
	Iteration 55Q: 3 clusters Score -1.993624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154317 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -19936246.000000 Penalty: 5929.347656
	Iteration 56Q: 3 clusters Score -1.993625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154325 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -19936246.000000 Penalty: 5929.347656
	Iteration 57Q: 3 clusters Score -1.993625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154335 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -19936242.000000 Penalty: 5929.347656
	Iteration 58Q: 3 clusters Score -1.993624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154342 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -19936234.000000 Penalty: 5929.347656
	Iteration 59Q: 3 clusters Score -1.993623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154354 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -19936240.000000 Penalty: 5929.347656
	Iteration 60F: 3 clusters Score -1.993624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154364 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -19936248.000000 Penalty: 5929.347656
	Iteration 61Q: 3 clusters Score -1.993625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154372 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -19936228.000000 Penalty: 5929.347656
	Iteration 62Q: 3 clusters Score -1.993623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154382 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -19936226.000000 Penalty: 5929.347656
	Iteration 63Q: 3 clusters Score -1.993623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154392 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -19936214.000000 Penalty: 5929.347656
	Iteration 64Q: 3 clusters Score -1.993621e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154406 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -19936210.000000 Penalty: 5929.347656
	Iteration 65Q: 3 clusters Score -1.993621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154422 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -19936196.000000 Penalty: 5929.347656
	Iteration 66Q: 3 clusters Score -1.99362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154436 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -19936176.000000 Penalty: 5929.347656
	Iteration 67Q: 3 clusters Score -1.993618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154445 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -19936174.000000 Penalty: 5929.347656
	Iteration 68Q: 3 clusters Score -1.993617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154452 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -19936196.000000 Penalty: 5929.347656
	Iteration 69Q: 3 clusters Score -1.99362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154459 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -19936196.000000 Penalty: 5929.347656
	Iteration 70Q: 3 clusters Score -1.99362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154467 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -19936204.000000 Penalty: 5929.347656
	Iteration 71Q: 3 clusters Score -1.99362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154478 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -19936190.000000 Penalty: 5929.347656
	Iteration 72Q: 3 clusters Score -1.993619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154490 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -19936172.000000 Penalty: 5929.347656
	Iteration 73Q: 3 clusters Score -1.993617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154503 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -19936170.000000 Penalty: 5929.347656
	Iteration 74Q: 3 clusters Score -1.993617e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154519 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -19936184.000000 Penalty: 5929.347656
	Iteration 75Q: 3 clusters Score -1.993618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154530 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -19936168.000000 Penalty: 5929.347656
	Iteration 76Q: 3 clusters Score -1.993617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154541 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -19936170.000000 Penalty: 5929.347656
	Iteration 77Q: 3 clusters Score -1.993617e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154559 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -19936168.000000 Penalty: 5929.347656
	Iteration 78Q: 3 clusters Score -1.993617e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154576 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -19936158.000000 Penalty: 5929.347656
	Iteration 79Q: 3 clusters Score -1.993616e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154595 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -19936170.000000 Penalty: 5929.347656
	Iteration 80F: 3 clusters Score -1.993617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154610 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -19936176.000000 Penalty: 5929.347656
	Iteration 81Q: 3 clusters Score -1.993618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154625 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -19936192.000000 Penalty: 5929.347656
	Iteration 82Q: 3 clusters Score -1.993619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154639 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -19936178.000000 Penalty: 5929.347656
	Iteration 83Q: 3 clusters Score -1.993618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154644 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -19936166.000000 Penalty: 5929.347656
	Iteration 84Q: 3 clusters Score -1.993617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154651 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -19936164.000000 Penalty: 5929.347656
	Iteration 85Q: 3 clusters Score -1.993616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154655 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -19936166.000000 Penalty: 5929.347656
	Iteration 86Q: 3 clusters Score -1.993617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154658 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -19936172.000000 Penalty: 5929.347656
	Iteration 87Q: 3 clusters Score -1.993617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154660 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -19936178.000000 Penalty: 5929.347656
	Iteration 88Q: 3 clusters Score -1.993618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154664 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -19936182.000000 Penalty: 5929.347656
	Iteration 89Q: 3 clusters Score -1.993618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154671 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -19936190.000000 Penalty: 5929.347656
	Iteration 90Q: 3 clusters Score -1.993619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154675 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -19936190.000000 Penalty: 5929.347656
	Iteration 91Q: 3 clusters Score -1.993619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154684 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -19936188.000000 Penalty: 5929.347656
	Iteration 92Q: 3 clusters Score -1.993619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154696 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -19936196.000000 Penalty: 5929.347656
	Iteration 93Q: 3 clusters Score -1.99362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154704 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -19936194.000000 Penalty: 5929.347656
	Iteration 94Q: 3 clusters Score -1.993619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154708 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -19936190.000000 Penalty: 5929.347656
	Iteration 95Q: 3 clusters Score -1.993619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154711 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -19936174.000000 Penalty: 5929.347656
	Iteration 96Q: 3 clusters Score -1.993617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154715 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -19936176.000000 Penalty: 5929.347656
	Iteration 97Q: 3 clusters Score -1.993618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154719 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -19936182.000000 Penalty: 5929.347656
	Iteration 98Q: 3 clusters Score -1.993618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154721 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -19936180.000000 Penalty: 5929.347656
	Iteration 99Q: 3 clusters Score -1.993618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154725 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -19936176.000000 Penalty: 5929.347656
	Iteration 100F: 3 clusters Score -1.993618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154727 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -19936180.000000 Penalty: 5929.347656
	Iteration 101Q: 3 clusters Score -1.993618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154731 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -19936186.000000 Penalty: 5929.347656
	Iteration 102Q: 3 clusters Score -1.993619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154736 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -19936182.000000 Penalty: 5929.347656
	Iteration 103Q: 3 clusters Score -1.993618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -19936174.000000 Penalty: 5929.347656
	Iteration 104Q: 3 clusters Score -1.993617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154744 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -19936180.000000 Penalty: 5929.347656
	Iteration 105Q: 3 clusters Score -1.993618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154747 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -19936176.000000 Penalty: 5929.347656
	Iteration 106Q: 3 clusters Score -1.993618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154752 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -19936158.000000 Penalty: 5929.347656
	Iteration 107Q: 3 clusters Score -1.993616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154754 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -19936158.000000 Penalty: 5929.347656
	Iteration 108Q: 3 clusters Score -1.993616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154756 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -19936166.000000 Penalty: 5929.347656
	Iteration 109Q: 3 clusters Score -1.993617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154757 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -19936172.000000 Penalty: 5929.347656
	Iteration 110Q: 3 clusters Score -1.993617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154759 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -19936166.000000 Penalty: 5929.347656
	Iteration 111Q: 3 clusters Score -1.993617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154761 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -19936158.000000 Penalty: 5929.347656
	Iteration 112Q: 3 clusters Score -1.993616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154761 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -19936158.000000 Penalty: 5929.347656
	Iteration 113F: 3 clusters Score -1.993616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (72667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Entering Unmasked Estep 
Score: -9217526.000000 Penalty: 2776.023438
	Iteration 0F: 2 clusters Score -9217526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -9168800.000000 Penalty: 5552.046875
	Iteration 0F: 3 clusters Score -9168800 nChanged 34170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -9188650.000000 Penalty: 5552.046875
	Iteration 1F: 3 clusters Score -9188650 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -9189638.000000 Penalty: 5552.046875
	Iteration 2Q: 3 clusters Score -9189638 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -9190883.000000 Penalty: 5552.046875
	Iteration 3Q: 3 clusters Score -9190883 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -9192539.000000 Penalty: 5552.046875
	Iteration 4Q: 3 clusters Score -9192539 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -9194803.000000 Penalty: 5552.046875
	Iteration 5F: 3 clusters Score -9194803 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -9197511.000000 Penalty: 5552.046875
	Iteration 6F: 3 clusters Score -9197511 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -9200511.000000 Penalty: 5552.046875
	Iteration 7F: 3 clusters Score -9200511 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -9203688.000000 Penalty: 5552.046875
	Iteration 8F: 3 clusters Score -9203688 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -9207236.000000 Penalty: 5552.046875
	Iteration 9F: 3 clusters Score -9207236 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -9210415.000000 Penalty: 5552.046875
	Iteration 10Q: 3 clusters Score -9210415 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -9212876.000000 Penalty: 5552.046875
	Iteration 11Q: 3 clusters Score -9212876 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -9214098.000000 Penalty: 5552.046875
	Iteration 12Q: 3 clusters Score -9214098 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -9214730.000000 Penalty: 5552.046875
	Iteration 13Q: 3 clusters Score -9214730 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 65033 members 
Entering Unmasked Estep 
Score: -9215219.000000 Penalty: 5552.046875
	Iteration 14Q: 3 clusters Score -9215219 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 65756 members 
Entering Unmasked Estep 
Score: -9215584.000000 Penalty: 5552.046875
	Iteration 15Q: 3 clusters Score -9215584 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -9215880.000000 Penalty: 5552.046875
	Iteration 16Q: 3 clusters Score -9215880 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 66838 members 
Entering Unmasked Estep 
Score: -9216136.000000 Penalty: 5552.046875
	Iteration 17Q: 3 clusters Score -9216136 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 67270 members 
Entering Unmasked Estep 
Score: -9216323.000000 Penalty: 5552.046875
	Iteration 18Q: 3 clusters Score -9216323 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 67632 members 
Entering Unmasked Estep 
Score: -9216468.000000 Penalty: 5552.046875
	Iteration 19Q: 3 clusters Score -9216468 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -9216551.000000 Penalty: 5552.046875
	Iteration 20F: 3 clusters Score -9216551 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -9216670.000000 Penalty: 5552.046875
	Iteration 21Q: 3 clusters Score -9216670 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
Score: -9216739.000000 Penalty: 5552.046875
	Iteration 22Q: 3 clusters Score -9216739 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -9216749.000000 Penalty: 5552.046875
	Iteration 23Q: 3 clusters Score -9216749 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -9216767.000000 Penalty: 5552.046875
	Iteration 24Q: 3 clusters Score -9216767 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -9216790.000000 Penalty: 5552.046875
	Iteration 25Q: 3 clusters Score -9216790 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -9216809.000000 Penalty: 5552.046875
	Iteration 26Q: 3 clusters Score -9216809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -9216823.000000 Penalty: 5552.046875
	Iteration 27Q: 3 clusters Score -9216823 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -9216813.000000 Penalty: 5552.046875
	Iteration 28Q: 3 clusters Score -9216813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -9216814.000000 Penalty: 5552.046875
	Iteration 29Q: 3 clusters Score -9216814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -9216813.000000 Penalty: 5552.046875
	Iteration 30Q: 3 clusters Score -9216813 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 68996 members 
Entering Unmasked Estep 
Score: -9216845.000000 Penalty: 5552.046875
	Iteration 31Q: 3 clusters Score -9216845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -9216842.000000 Penalty: 5552.046875
	Iteration 32Q: 3 clusters Score -9216842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 69058 members 
Entering Unmasked Estep 
Score: -9216844.000000 Penalty: 5552.046875
	Iteration 33Q: 3 clusters Score -9216844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -9216840.000000 Penalty: 5552.046875
	Iteration 34Q: 3 clusters Score -9216840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -9216833.000000 Penalty: 5552.046875
	Iteration 35Q: 3 clusters Score -9216833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 69089 members 
Entering Unmasked Estep 
Score: -9216837.000000 Penalty: 5552.046875
	Iteration 36Q: 3 clusters Score -9216837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 69094 members 
Entering Unmasked Estep 
Score: -9216839.000000 Penalty: 5552.046875
	Iteration 37Q: 3 clusters Score -9216839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -9216833.000000 Penalty: 5552.046875
	Iteration 38Q: 3 clusters Score -9216833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -9216844.000000 Penalty: 5552.046875
	Iteration 39Q: 3 clusters Score -9216844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 69127 members 
Entering Unmasked Estep 
Score: -9216854.000000 Penalty: 5552.046875
	Iteration 40F: 3 clusters Score -9216854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -9216853.000000 Penalty: 5552.046875
	Iteration 41Q: 3 clusters Score -9216853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -9216864.000000 Penalty: 5552.046875
	Iteration 42Q: 3 clusters Score -9216864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -9216866.000000 Penalty: 5552.046875
	Iteration 43Q: 3 clusters Score -9216866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -9216866.000000 Penalty: 5552.046875
	Iteration 44F: 3 clusters Score -9216866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (158881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158881 members 
Entering Unmasked Estep 
Score: -20233398.000000 Penalty: 2970.025879
	Iteration 0F: 2 clusters Score -2.02334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79583 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -20128082.000000 Penalty: 5940.051758
	Iteration 0F: 3 clusters Score -2.012808e+07 nChanged 76014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82947 members 
Mstep: Class 2 contains 75934 members 
Entering Unmasked Estep 
Score: -20172324.000000 Penalty: 5940.051758
	Iteration 1F: 3 clusters Score -2.017232e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 73837 members 
Entering Unmasked Estep 
Score: -20173618.000000 Penalty: 5940.051758
	Iteration 2Q: 3 clusters Score -2.017362e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88181 members 
Mstep: Class 2 contains 70700 members 
Entering Unmasked Estep 
Score: -20175324.000000 Penalty: 5940.051758
	Iteration 3Q: 3 clusters Score -2.017532e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 65928 members 
Entering Unmasked Estep 
Score: -20178164.000000 Penalty: 5940.051758
	Iteration 4Q: 3 clusters Score -2.017816e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99715 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -20182478.000000 Penalty: 5940.051758
	Iteration 5F: 3 clusters Score -2.018248e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108751 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -20189310.000000 Penalty: 5940.051758
	Iteration 6F: 3 clusters Score -2.018931e+07 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119658 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -20198748.000000 Penalty: 5940.051758
	Iteration 7F: 3 clusters Score -2.019875e+07 nChanged 11495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130587 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -20209168.000000 Penalty: 5940.051758
	Iteration 8F: 3 clusters Score -2.020917e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139381 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -20217626.000000 Penalty: 5940.051758
	Iteration 9F: 3 clusters Score -2.021763e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145246 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -20222846.000000 Penalty: 5940.051758
	Iteration 10Q: 3 clusters Score -2.022285e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149219 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -20226080.000000 Penalty: 5940.051758
	Iteration 11Q: 3 clusters Score -2.022608e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152002 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -20228088.000000 Penalty: 5940.051758
	Iteration 12Q: 3 clusters Score -2.022809e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153906 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -20229452.000000 Penalty: 5940.051758
	Iteration 13Q: 3 clusters Score -2.022945e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155160 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -20230202.000000 Penalty: 5940.051758
	Iteration 14Q: 3 clusters Score -2.02302e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155976 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -20230618.000000 Penalty: 5940.051758
	Iteration 15Q: 3 clusters Score -2.023062e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156511 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -20230866.000000 Penalty: 5940.051758
	Iteration 16Q: 3 clusters Score -2.023087e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156864 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -20230978.000000 Penalty: 5940.051758
	Iteration 17Q: 3 clusters Score -2.023098e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157081 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -20231084.000000 Penalty: 5940.051758
	Iteration 18Q: 3 clusters Score -2.023108e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157239 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -20231148.000000 Penalty: 5940.051758
	Iteration 19Q: 3 clusters Score -2.023115e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157361 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -20231172.000000 Penalty: 5940.051758
	Iteration 20F: 3 clusters Score -2.023117e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157447 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -20231180.000000 Penalty: 5940.051758
	Iteration 21Q: 3 clusters Score -2.023118e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157512 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -20231180.000000 Penalty: 5940.051758
	Iteration 22Q: 3 clusters Score -2.023118e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157557 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -20231172.000000 Penalty: 5940.051758
	Iteration 23Q: 3 clusters Score -2.023117e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157596 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -20231200.000000 Penalty: 5940.051758
	Iteration 24Q: 3 clusters Score -2.02312e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157626 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -20231230.000000 Penalty: 5940.051758
	Iteration 25Q: 3 clusters Score -2.023123e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157643 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -20231242.000000 Penalty: 5940.051758
	Iteration 26Q: 3 clusters Score -2.023124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157658 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -20231244.000000 Penalty: 5940.051758
	Iteration 27Q: 3 clusters Score -2.023124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157670 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -20231252.000000 Penalty: 5940.051758
	Iteration 28Q: 3 clusters Score -2.023125e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157695 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -20231272.000000 Penalty: 5940.051758
	Iteration 29Q: 3 clusters Score -2.023127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157712 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -20231294.000000 Penalty: 5940.051758
	Iteration 30Q: 3 clusters Score -2.023129e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157725 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -20231312.000000 Penalty: 5940.051758
	Iteration 31Q: 3 clusters Score -2.023131e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157746 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -20231326.000000 Penalty: 5940.051758
	Iteration 32Q: 3 clusters Score -2.023133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157763 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -20231326.000000 Penalty: 5940.051758
	Iteration 33Q: 3 clusters Score -2.023133e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157776 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -20231324.000000 Penalty: 5940.051758
	Iteration 34Q: 3 clusters Score -2.023132e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157796 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -20231318.000000 Penalty: 5940.051758
	Iteration 35Q: 3 clusters Score -2.023132e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157816 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -20231314.000000 Penalty: 5940.051758
	Iteration 36Q: 3 clusters Score -2.023131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157825 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -20231320.000000 Penalty: 5940.051758
	Iteration 37Q: 3 clusters Score -2.023132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157834 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -20231324.000000 Penalty: 5940.051758
	Iteration 38Q: 3 clusters Score -2.023132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157842 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -20231320.000000 Penalty: 5940.051758
	Iteration 39Q: 3 clusters Score -2.023132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157848 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -20231320.000000 Penalty: 5940.051758
	Iteration 40F: 3 clusters Score -2.023132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157850 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -20231330.000000 Penalty: 5940.051758
	Iteration 41Q: 3 clusters Score -2.023133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157853 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -20231320.000000 Penalty: 5940.051758
	Iteration 42Q: 3 clusters Score -2.023132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157852 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -20231322.000000 Penalty: 5940.051758
	Iteration 43Q: 3 clusters Score -2.023132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157855 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -20231318.000000 Penalty: 5940.051758
	Iteration 44Q: 3 clusters Score -2.023132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157863 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -20231320.000000 Penalty: 5940.051758
	Iteration 45Q: 3 clusters Score -2.023132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157867 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -20231316.000000 Penalty: 5940.051758
	Iteration 46Q: 3 clusters Score -2.023132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157869 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -20231324.000000 Penalty: 5940.051758
	Iteration 47Q: 3 clusters Score -2.023132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157871 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -20231316.000000 Penalty: 5940.051758
	Iteration 48Q: 3 clusters Score -2.023132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157873 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -20231322.000000 Penalty: 5940.051758
	Iteration 49Q: 3 clusters Score -2.023132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157877 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -20231322.000000 Penalty: 5940.051758
	Iteration 50Q: 3 clusters Score -2.023132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157880 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -20231316.000000 Penalty: 5940.051758
	Iteration 51Q: 3 clusters Score -2.023132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157885 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20231322.000000 Penalty: 5940.051758
	Iteration 52Q: 3 clusters Score -2.023132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157887 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -20231332.000000 Penalty: 5940.051758
	Iteration 53Q: 3 clusters Score -2.023133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157890 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -20231334.000000 Penalty: 5940.051758
	Iteration 54Q: 3 clusters Score -2.023133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157894 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -20231334.000000 Penalty: 5940.051758
	Iteration 55Q: 3 clusters Score -2.023133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157895 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -20231350.000000 Penalty: 5940.051758
	Iteration 56Q: 3 clusters Score -2.023135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157899 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -20231344.000000 Penalty: 5940.051758
	Iteration 57Q: 3 clusters Score -2.023134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157899 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -20231350.000000 Penalty: 5940.051758
	Iteration 58Q: 3 clusters Score -2.023135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157899 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -20231356.000000 Penalty: 5940.051758
	Iteration 59Q: 3 clusters Score -2.023136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157899 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -20231358.000000 Penalty: 5940.051758
	Iteration 60F: 3 clusters Score -2.023136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157898 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -20231366.000000 Penalty: 5940.051758
	Iteration 61Q: 3 clusters Score -2.023137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157898 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -20231366.000000 Penalty: 5940.051758
	Iteration 62F: 3 clusters Score -2.023137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Entering Unmasked Estep 
Score: -1080839.625000 Penalty: 2254.510498
	Iteration 0F: 2 clusters Score -1080840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1073879.125000 Penalty: 4509.020996
	Iteration 0F: 3 clusters Score -1073879 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1075846.875000 Penalty: 4509.020996
	Iteration 1F: 3 clusters Score -1075847 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1076152.625000 Penalty: 4509.020996
	Iteration 2F: 3 clusters Score -1076153 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1076372.625000 Penalty: 4509.020996
	Iteration 3F: 3 clusters Score -1076373 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1076560.250000 Penalty: 4509.020996
	Iteration 4Q: 3 clusters Score -1076560 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1076741.625000 Penalty: 4509.020996
	Iteration 5Q: 3 clusters Score -1076742 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1076915.250000 Penalty: 4509.020996
	Iteration 6Q: 3 clusters Score -1076915 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1077087.125000 Penalty: 4509.020996
	Iteration 7Q: 3 clusters Score -1077087 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1077243.625000 Penalty: 4509.020996
	Iteration 8Q: 3 clusters Score -1077244 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1077396.500000 Penalty: 4509.020996
	Iteration 9Q: 3 clusters Score -1077396 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1077554.375000 Penalty: 4509.020996
	Iteration 10Q: 3 clusters Score -1077554 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1077683.250000 Penalty: 4509.020996
	Iteration 11Q: 3 clusters Score -1077683 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1077819.500000 Penalty: 4509.020996
	Iteration 12Q: 3 clusters Score -1077820 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1077966.125000 Penalty: 4509.020996
	Iteration 13Q: 3 clusters Score -1077966 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1078115.750000 Penalty: 4509.020996
	Iteration 14Q: 3 clusters Score -1078116 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1078277.375000 Penalty: 4509.020996
	Iteration 15Q: 3 clusters Score -1078277 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1078466.125000 Penalty: 4509.020996
	Iteration 16Q: 3 clusters Score -1078466 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1078622.375000 Penalty: 4509.020996
	Iteration 17Q: 3 clusters Score -1078622 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1078768.375000 Penalty: 4509.020996
	Iteration 18Q: 3 clusters Score -1078768 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1078929.750000 Penalty: 4509.020996
	Iteration 19Q: 3 clusters Score -1078930 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1079118.375000 Penalty: 4509.020996
	Iteration 20F: 3 clusters Score -1079118 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1079298.625000 Penalty: 4509.020996
	Iteration 21Q: 3 clusters Score -1079299 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1079439.250000 Penalty: 4509.020996
	Iteration 22Q: 3 clusters Score -1079439 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1079569.875000 Penalty: 4509.020996
	Iteration 23Q: 3 clusters Score -1079570 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1079683.375000 Penalty: 4509.020996
	Iteration 24Q: 3 clusters Score -1079683 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1079757.875000 Penalty: 4509.020996
	Iteration 25Q: 3 clusters Score -1079758 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1079817.750000 Penalty: 4509.020996
	Iteration 26Q: 3 clusters Score -1079818 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1079871.625000 Penalty: 4509.020996
	Iteration 27Q: 3 clusters Score -1079872 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1079918.125000 Penalty: 4509.020996
	Iteration 28Q: 3 clusters Score -1079918 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1079954.500000 Penalty: 4509.020996
	Iteration 29Q: 3 clusters Score -1079954 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1079982.625000 Penalty: 4509.020996
	Iteration 30Q: 3 clusters Score -1079983 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1080000.250000 Penalty: 4509.020996
	Iteration 31Q: 3 clusters Score -1080000 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1080018.750000 Penalty: 4509.020996
	Iteration 32Q: 3 clusters Score -1080019 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1080035.375000 Penalty: 4509.020996
	Iteration 33Q: 3 clusters Score -1080035 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1080051.500000 Penalty: 4509.020996
	Iteration 34Q: 3 clusters Score -1080052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1080065.625000 Penalty: 4509.020996
	Iteration 35Q: 3 clusters Score -1080066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1080083.000000 Penalty: 4509.020996
	Iteration 36Q: 3 clusters Score -1080083 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1080093.250000 Penalty: 4509.020996
	Iteration 37Q: 3 clusters Score -1080093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1080098.125000 Penalty: 4509.020996
	Iteration 38Q: 3 clusters Score -1080098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1080104.000000 Penalty: 4509.020996
	Iteration 39Q: 3 clusters Score -1080104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1080108.625000 Penalty: 4509.020996
	Iteration 40F: 3 clusters Score -1080109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1080112.500000 Penalty: 4509.020996
	Iteration 41Q: 3 clusters Score -1080112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1080118.750000 Penalty: 4509.020996
	Iteration 42Q: 3 clusters Score -1080119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1080123.625000 Penalty: 4509.020996
	Iteration 43Q: 3 clusters Score -1080124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1080125.375000 Penalty: 4509.020996
	Iteration 44Q: 3 clusters Score -1080125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1080135.500000 Penalty: 4509.020996
	Iteration 45Q: 3 clusters Score -1080136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1080141.250000 Penalty: 4509.020996
	Iteration 46Q: 3 clusters Score -1080141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1080143.000000 Penalty: 4509.020996
	Iteration 47Q: 3 clusters Score -1080143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1080153.125000 Penalty: 4509.020996
	Iteration 48Q: 3 clusters Score -1080153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1080155.250000 Penalty: 4509.020996
	Iteration 49Q: 3 clusters Score -1080155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1080156.750000 Penalty: 4509.020996
	Iteration 50Q: 3 clusters Score -1080157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1080159.125000 Penalty: 4509.020996
	Iteration 51Q: 3 clusters Score -1080159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1080164.375000 Penalty: 4509.020996
	Iteration 52Q: 3 clusters Score -1080164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1080166.500000 Penalty: 4509.020996
	Iteration 53Q: 3 clusters Score -1080166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1080166.375000 Penalty: 4509.020996
	Iteration 54Q: 3 clusters Score -1080166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1080169.125000 Penalty: 4509.020996
	Iteration 55Q: 3 clusters Score -1080169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1080169.000000 Penalty: 4509.020996
	Iteration 56Q: 3 clusters Score -1080169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1080171.625000 Penalty: 4509.020996
	Iteration 57Q: 3 clusters Score -1080172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1080172.000000 Penalty: 4509.020996
	Iteration 58Q: 3 clusters Score -1080172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1080174.500000 Penalty: 4509.020996
	Iteration 59Q: 3 clusters Score -1080174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1080175.250000 Penalty: 4509.020996
	Iteration 60F: 3 clusters Score -1080175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1080175.625000 Penalty: 4509.020996
	Iteration 61Q: 3 clusters Score -1080176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1080175.375000 Penalty: 4509.020996
	Iteration 62Q: 3 clusters Score -1080175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1080176.125000 Penalty: 4509.020996
	Iteration 63Q: 3 clusters Score -1080176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1080177.625000 Penalty: 4509.020996
	Iteration 64Q: 3 clusters Score -1080178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1080175.000000 Penalty: 4509.020996
	Iteration 65Q: 3 clusters Score -1080175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1080175.000000 Penalty: 4509.020996
	Iteration 66F: 3 clusters Score -1080175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -136831.765625 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -136831.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134789.656250 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -134789.7 nChanged 365
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: -135239.359375 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -135239.4 nChanged 109
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: -135454.328125 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -135454.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -135601.500000 Penalty: 3514.191895
	Iteration 3F: 3 clusters Score -135601.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -135711.906250 Penalty: 3514.191895
	Iteration 4Q: 3 clusters Score -135711.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135820.687500 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -135820.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -135915.015625 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -135915 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -136031.859375 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -136031.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136155.421875 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -136155.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -136228.546875 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -136228.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -136325.781250 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -136325.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -136410.265625 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -136410.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -136467.125000 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -136467.1 nChanged 31
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: -136530.828125 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -136530.8 nChanged 27
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: -136588.031250 Penalty: 3514.191895
	Iteration 14Q: 3 clusters Score -136588 nChanged 14
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: -136611.031250 Penalty: 3514.191895
	Iteration 15Q: 3 clusters Score -136611 nChanged 10
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: -136628.562500 Penalty: 3514.191895
	Iteration 16Q: 3 clusters Score -136628.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -136639.656250 Penalty: 3514.191895
	Iteration 17Q: 3 clusters Score -136639.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -136644.859375 Penalty: 3514.191895
	Iteration 18Q: 3 clusters Score -136644.9 nChanged 4
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: -136650.734375 Penalty: 3514.191895
	Iteration 19Q: 3 clusters Score -136650.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -136651.718750 Penalty: 3514.191895
	Iteration 20F: 3 clusters Score -136651.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (148954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148954 members 
Entering Unmasked Estep 
Score: -19062424.000000 Penalty: 2954.025391
	Iteration 0F: 2 clusters Score -1.906242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -18967020.000000 Penalty: 5908.050781
	Iteration 0F: 3 clusters Score -1.896702e+07 nChanged 71213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 71273 members 
Entering Unmasked Estep 
Score: -19008174.000000 Penalty: 5908.050781
	Iteration 1F: 3 clusters Score -1.900817e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79703 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -19009596.000000 Penalty: 5908.050781
	Iteration 2Q: 3 clusters Score -1.90096e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -19011716.000000 Penalty: 5908.050781
	Iteration 3Q: 3 clusters Score -1.901172e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87684 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -19015202.000000 Penalty: 5908.050781
	Iteration 4F: 3 clusters Score -1.90152e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93955 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -19020992.000000 Penalty: 5908.050781
	Iteration 5F: 3 clusters Score -1.902099e+07 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101461 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -19028268.000000 Penalty: 5908.050781
	Iteration 6F: 3 clusters Score -1.902827e+07 nChanged 10306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109095 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -19035612.000000 Penalty: 5908.050781
	Iteration 7F: 3 clusters Score -1.903561e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115695 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -19042206.000000 Penalty: 5908.050781
	Iteration 8F: 3 clusters Score -1.904221e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120722 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -19046764.000000 Penalty: 5908.050781
	Iteration 9Q: 3 clusters Score -1.904676e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124469 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -19049630.000000 Penalty: 5908.050781
	Iteration 10Q: 3 clusters Score -1.904963e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127409 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -19051594.000000 Penalty: 5908.050781
	Iteration 11Q: 3 clusters Score -1.905159e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129943 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -19052950.000000 Penalty: 5908.050781
	Iteration 12Q: 3 clusters Score -1.905295e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132276 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -19054292.000000 Penalty: 5908.050781
	Iteration 13Q: 3 clusters Score -1.905429e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134382 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -19055416.000000 Penalty: 5908.050781
	Iteration 14Q: 3 clusters Score -1.905542e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136328 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -19056476.000000 Penalty: 5908.050781
	Iteration 15Q: 3 clusters Score -1.905648e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138086 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -19057544.000000 Penalty: 5908.050781
	Iteration 16Q: 3 clusters Score -1.905754e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139639 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -19058392.000000 Penalty: 5908.050781
	Iteration 17Q: 3 clusters Score -1.905839e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140957 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -19058940.000000 Penalty: 5908.050781
	Iteration 18Q: 3 clusters Score -1.905894e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142047 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -19059374.000000 Penalty: 5908.050781
	Iteration 19Q: 3 clusters Score -1.905937e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142969 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -19059632.000000 Penalty: 5908.050781
	Iteration 20F: 3 clusters Score -1.905963e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143729 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -19059858.000000 Penalty: 5908.050781
	Iteration 21Q: 3 clusters Score -1.905986e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144372 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -19060178.000000 Penalty: 5908.050781
	Iteration 22Q: 3 clusters Score -1.906018e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144911 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -19060330.000000 Penalty: 5908.050781
	Iteration 23Q: 3 clusters Score -1.906033e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145325 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -19060390.000000 Penalty: 5908.050781
	Iteration 24Q: 3 clusters Score -1.906039e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145659 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -19060534.000000 Penalty: 5908.050781
	Iteration 25Q: 3 clusters Score -1.906053e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145935 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -19060602.000000 Penalty: 5908.050781
	Iteration 26Q: 3 clusters Score -1.90606e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146152 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -19060678.000000 Penalty: 5908.050781
	Iteration 27Q: 3 clusters Score -1.906068e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146331 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -19060686.000000 Penalty: 5908.050781
	Iteration 28Q: 3 clusters Score -1.906069e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146461 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -19060700.000000 Penalty: 5908.050781
	Iteration 29Q: 3 clusters Score -1.90607e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146578 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -19060688.000000 Penalty: 5908.050781
	Iteration 30Q: 3 clusters Score -1.906069e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146678 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -19060736.000000 Penalty: 5908.050781
	Iteration 31Q: 3 clusters Score -1.906074e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146760 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -19060762.000000 Penalty: 5908.050781
	Iteration 32Q: 3 clusters Score -1.906076e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146832 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -19060772.000000 Penalty: 5908.050781
	Iteration 33Q: 3 clusters Score -1.906077e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146903 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -19060756.000000 Penalty: 5908.050781
	Iteration 34Q: 3 clusters Score -1.906076e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146965 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -19060772.000000 Penalty: 5908.050781
	Iteration 35Q: 3 clusters Score -1.906077e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147025 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -19060782.000000 Penalty: 5908.050781
	Iteration 36Q: 3 clusters Score -1.906078e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147065 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -19060786.000000 Penalty: 5908.050781
	Iteration 37Q: 3 clusters Score -1.906079e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147099 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -19060790.000000 Penalty: 5908.050781
	Iteration 38Q: 3 clusters Score -1.906079e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -19060784.000000 Penalty: 5908.050781
	Iteration 39Q: 3 clusters Score -1.906078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147153 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -19060784.000000 Penalty: 5908.050781
	Iteration 40F: 3 clusters Score -1.906078e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147180 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -19060792.000000 Penalty: 5908.050781
	Iteration 41Q: 3 clusters Score -1.906079e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147200 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -19060816.000000 Penalty: 5908.050781
	Iteration 42Q: 3 clusters Score -1.906082e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147230 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -19060798.000000 Penalty: 5908.050781
	Iteration 43Q: 3 clusters Score -1.90608e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147255 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -19060802.000000 Penalty: 5908.050781
	Iteration 44Q: 3 clusters Score -1.90608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147278 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -19060806.000000 Penalty: 5908.050781
	Iteration 45Q: 3 clusters Score -1.906081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147298 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -19060810.000000 Penalty: 5908.050781
	Iteration 46Q: 3 clusters Score -1.906081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147311 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -19060824.000000 Penalty: 5908.050781
	Iteration 47Q: 3 clusters Score -1.906082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147324 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -19060806.000000 Penalty: 5908.050781
	Iteration 48Q: 3 clusters Score -1.906081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147334 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -19060830.000000 Penalty: 5908.050781
	Iteration 49Q: 3 clusters Score -1.906083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147344 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -19060832.000000 Penalty: 5908.050781
	Iteration 50Q: 3 clusters Score -1.906083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147351 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -19060822.000000 Penalty: 5908.050781
	Iteration 51Q: 3 clusters Score -1.906082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147358 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -19060826.000000 Penalty: 5908.050781
	Iteration 52Q: 3 clusters Score -1.906083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147362 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -19060818.000000 Penalty: 5908.050781
	Iteration 53Q: 3 clusters Score -1.906082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147364 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -19060804.000000 Penalty: 5908.050781
	Iteration 54Q: 3 clusters Score -1.90608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147366 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -19060812.000000 Penalty: 5908.050781
	Iteration 55Q: 3 clusters Score -1.906081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147366 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -19060818.000000 Penalty: 5908.050781
	Iteration 56Q: 3 clusters Score -1.906082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147367 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -19060808.000000 Penalty: 5908.050781
	Iteration 57Q: 3 clusters Score -1.906081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147367 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -19060808.000000 Penalty: 5908.050781
	Iteration 58F: 3 clusters Score -1.906081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Entering Unmasked Estep 
Score: -7222307.500000 Penalty: 2722.640137
	Iteration 0F: 2 clusters Score -7222308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -7183007.000000 Penalty: 5445.280273
	Iteration 0F: 3 clusters Score -7183007 nChanged 27327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -7198230.500000 Penalty: 5445.280273
	Iteration 1F: 3 clusters Score -7198230 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -7198794.500000 Penalty: 5445.280273
	Iteration 2Q: 3 clusters Score -7198794 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -7199284.500000 Penalty: 5445.280273
	Iteration 3Q: 3 clusters Score -7199284 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -7199787.000000 Penalty: 5445.280273
	Iteration 4Q: 3 clusters Score -7199787 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -7200373.500000 Penalty: 5445.280273
	Iteration 5Q: 3 clusters Score -7200374 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -7201057.500000 Penalty: 5445.280273
	Iteration 6Q: 3 clusters Score -7201058 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -7201814.500000 Penalty: 5445.280273
	Iteration 7Q: 3 clusters Score -7201814 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -7202712.000000 Penalty: 5445.280273
	Iteration 8Q: 3 clusters Score -7202712 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -7203538.500000 Penalty: 5445.280273
	Iteration 9Q: 3 clusters Score -7203538 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -7204285.000000 Penalty: 5445.280273
	Iteration 10Q: 3 clusters Score -7204285 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -7204988.000000 Penalty: 5445.280273
	Iteration 11Q: 3 clusters Score -7204988 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -7205706.500000 Penalty: 5445.280273
	Iteration 12Q: 3 clusters Score -7205706 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -7206340.000000 Penalty: 5445.280273
	Iteration 13Q: 3 clusters Score -7206340 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -7206803.500000 Penalty: 5445.280273
	Iteration 14Q: 3 clusters Score -7206804 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -7207239.500000 Penalty: 5445.280273
	Iteration 15Q: 3 clusters Score -7207240 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -7207685.000000 Penalty: 5445.280273
	Iteration 16Q: 3 clusters Score -7207685 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -7208215.000000 Penalty: 5445.280273
	Iteration 17Q: 3 clusters Score -7208215 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -7208915.500000 Penalty: 5445.280273
	Iteration 18Q: 3 clusters Score -7208916 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -7209860.000000 Penalty: 5445.280273
	Iteration 19Q: 3 clusters Score -7209860 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -7211268.000000 Penalty: 5445.280273
	Iteration 20F: 3 clusters Score -7211268 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -7213166.500000 Penalty: 5445.280273
	Iteration 21Q: 3 clusters Score -7213166 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -7215201.500000 Penalty: 5445.280273
	Iteration 22Q: 3 clusters Score -7215202 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -7217168.500000 Penalty: 5445.280273
	Iteration 23Q: 3 clusters Score -7217168 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -7218413.000000 Penalty: 5445.280273
	Iteration 24Q: 3 clusters Score -7218413 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -7219197.500000 Penalty: 5445.280273
	Iteration 25Q: 3 clusters Score -7219198 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -7219552.500000 Penalty: 5445.280273
	Iteration 26Q: 3 clusters Score -7219552 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -7219763.500000 Penalty: 5445.280273
	Iteration 27Q: 3 clusters Score -7219764 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
Score: -7219886.500000 Penalty: 5445.280273
	Iteration 28Q: 3 clusters Score -7219886 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -7219981.500000 Penalty: 5445.280273
	Iteration 29Q: 3 clusters Score -7219982 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 58082 members 
Entering Unmasked Estep 
Score: -7220029.000000 Penalty: 5445.280273
	Iteration 30Q: 3 clusters Score -7220029 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 58122 members 
Entering Unmasked Estep 
Score: -7220079.000000 Penalty: 5445.280273
	Iteration 31Q: 3 clusters Score -7220079 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
Score: -7220098.500000 Penalty: 5445.280273
	Iteration 32Q: 3 clusters Score -7220098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -7220111.500000 Penalty: 5445.280273
	Iteration 33Q: 3 clusters Score -7220112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -7220118.500000 Penalty: 5445.280273
	Iteration 34Q: 3 clusters Score -7220118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -7220115.500000 Penalty: 5445.280273
	Iteration 35Q: 3 clusters Score -7220116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -7220108.500000 Penalty: 5445.280273
	Iteration 36Q: 3 clusters Score -7220108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 58176 members 
Entering Unmasked Estep 
Score: -7220109.500000 Penalty: 5445.280273
	Iteration 37Q: 3 clusters Score -7220110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 58176 members 
Entering Unmasked Estep 
Score: -7220112.500000 Penalty: 5445.280273
	Iteration 38Q: 3 clusters Score -7220112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 58175 members 
Entering Unmasked Estep 
Score: -7220113.000000 Penalty: 5445.280273
	Iteration 39Q: 3 clusters Score -7220113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 58175 members 
Entering Unmasked Estep 
Score: -7220111.500000 Penalty: 5445.280273
	Iteration 40F: 3 clusters Score -7220112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -7220113.500000 Penalty: 5445.280273
	Iteration 41Q: 3 clusters Score -7220114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -7220113.500000 Penalty: 5445.280273
	Iteration 42F: 3 clusters Score -7220114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Entering Unmasked Estep 
Score: -513720.031250 Penalty: 2063.471191
	Iteration 0F: 2 clusters Score -513720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -509725.312500 Penalty: 4126.942383
	Iteration 0F: 3 clusters Score -509725.3 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -510579.562500 Penalty: 4126.942383
	Iteration 1F: 3 clusters Score -510579.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -510771.625000 Penalty: 4126.942383
	Iteration 2F: 3 clusters Score -510771.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -510921.250000 Penalty: 4126.942383
	Iteration 3F: 3 clusters Score -510921.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -511030.437500 Penalty: 4126.942383
	Iteration 4Q: 3 clusters Score -511030.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -511116.406250 Penalty: 4126.942383
	Iteration 5Q: 3 clusters Score -511116.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -511185.312500 Penalty: 4126.942383
	Iteration 6Q: 3 clusters Score -511185.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -511239.531250 Penalty: 4126.942383
	Iteration 7Q: 3 clusters Score -511239.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -511281.406250 Penalty: 4126.942383
	Iteration 8Q: 3 clusters Score -511281.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -511319.218750 Penalty: 4126.942383
	Iteration 9Q: 3 clusters Score -511319.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -511355.687500 Penalty: 4126.942383
	Iteration 10Q: 3 clusters Score -511355.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -511382.125000 Penalty: 4126.942383
	Iteration 11Q: 3 clusters Score -511382.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -511410.937500 Penalty: 4126.942383
	Iteration 12Q: 3 clusters Score -511410.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -511442.562500 Penalty: 4126.942383
	Iteration 13Q: 3 clusters Score -511442.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -511474.062500 Penalty: 4126.942383
	Iteration 14Q: 3 clusters Score -511474.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -511503.718750 Penalty: 4126.942383
	Iteration 15Q: 3 clusters Score -511503.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -511531.062500 Penalty: 4126.942383
	Iteration 16Q: 3 clusters Score -511531.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -511561.843750 Penalty: 4126.942383
	Iteration 17Q: 3 clusters Score -511561.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -511590.781250 Penalty: 4126.942383
	Iteration 18Q: 3 clusters Score -511590.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -511614.750000 Penalty: 4126.942383
	Iteration 19Q: 3 clusters Score -511614.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -511634.812500 Penalty: 4126.942383
	Iteration 20F: 3 clusters Score -511634.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -511649.562500 Penalty: 4126.942383
	Iteration 21Q: 3 clusters Score -511649.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -511660.500000 Penalty: 4126.942383
	Iteration 22Q: 3 clusters Score -511660.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -511674.406250 Penalty: 4126.942383
	Iteration 23Q: 3 clusters Score -511674.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -511683.062500 Penalty: 4126.942383
	Iteration 24Q: 3 clusters Score -511683.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -511689.500000 Penalty: 4126.942383
	Iteration 25Q: 3 clusters Score -511689.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -511694.156250 Penalty: 4126.942383
	Iteration 26Q: 3 clusters Score -511694.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -511695.500000 Penalty: 4126.942383
	Iteration 27Q: 3 clusters Score -511695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -511696.562500 Penalty: 4126.942383
	Iteration 28Q: 3 clusters Score -511696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -511698.843750 Penalty: 4126.942383
	Iteration 29Q: 3 clusters Score -511698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -511701.125000 Penalty: 4126.942383
	Iteration 30Q: 3 clusters Score -511701.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -511704.781250 Penalty: 4126.942383
	Iteration 31Q: 3 clusters Score -511704.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -511707.750000 Penalty: 4126.942383
	Iteration 32Q: 3 clusters Score -511707.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -511712.031250 Penalty: 4126.942383
	Iteration 33Q: 3 clusters Score -511712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -511714.906250 Penalty: 4126.942383
	Iteration 34Q: 3 clusters Score -511714.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -511717.562500 Penalty: 4126.942383
	Iteration 35Q: 3 clusters Score -511717.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -511724.875000 Penalty: 4126.942383
	Iteration 36Q: 3 clusters Score -511724.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -511728.250000 Penalty: 4126.942383
	Iteration 37Q: 3 clusters Score -511728.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -511732.312500 Penalty: 4126.942383
	Iteration 38Q: 3 clusters Score -511732.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -511739.218750 Penalty: 4126.942383
	Iteration 39Q: 3 clusters Score -511739.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -511746.406250 Penalty: 4126.942383
	Iteration 40F: 3 clusters Score -511746.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -511752.218750 Penalty: 4126.942383
	Iteration 41Q: 3 clusters Score -511752.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -511756.812500 Penalty: 4126.942383
	Iteration 42Q: 3 clusters Score -511756.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -511760.218750 Penalty: 4126.942383
	Iteration 43Q: 3 clusters Score -511760.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -511762.906250 Penalty: 4126.942383
	Iteration 44Q: 3 clusters Score -511762.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -511767.812500 Penalty: 4126.942383
	Iteration 45Q: 3 clusters Score -511767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -511768.687500 Penalty: 4126.942383
	Iteration 46Q: 3 clusters Score -511768.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -511770.062500 Penalty: 4126.942383
	Iteration 47Q: 3 clusters Score -511770.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -511770.437500 Penalty: 4126.942383
	Iteration 48Q: 3 clusters Score -511770.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -511771.562500 Penalty: 4126.942383
	Iteration 49Q: 3 clusters Score -511771.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -511772.468750 Penalty: 4126.942383
	Iteration 50Q: 3 clusters Score -511772.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -511775.187500 Penalty: 4126.942383
	Iteration 51Q: 3 clusters Score -511775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -511775.187500 Penalty: 4126.942383
	Iteration 52Q: 3 clusters Score -511775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -511776.500000 Penalty: 4126.942383
	Iteration 53Q: 3 clusters Score -511776.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -511777.812500 Penalty: 4126.942383
	Iteration 54Q: 3 clusters Score -511777.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -511778.968750 Penalty: 4126.942383
	Iteration 55Q: 3 clusters Score -511779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -511779.968750 Penalty: 4126.942383
	Iteration 56Q: 3 clusters Score -511780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -511783.093750 Penalty: 4126.942383
	Iteration 57Q: 3 clusters Score -511783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -511783.468750 Penalty: 4126.942383
	Iteration 58Q: 3 clusters Score -511783.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -511783.843750 Penalty: 4126.942383
	Iteration 59Q: 3 clusters Score -511783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -511785.687500 Penalty: 4126.942383
	Iteration 60F: 3 clusters Score -511785.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -511787.593750 Penalty: 4126.942383
	Iteration 61Q: 3 clusters Score -511787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -511789.687500 Penalty: 4126.942383
	Iteration 62Q: 3 clusters Score -511789.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -511791.687500 Penalty: 4126.942383
	Iteration 63Q: 3 clusters Score -511791.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -511795.531250 Penalty: 4126.942383
	Iteration 64Q: 3 clusters Score -511795.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -511797.718750 Penalty: 4126.942383
	Iteration 65Q: 3 clusters Score -511797.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -511801.906250 Penalty: 4126.942383
	Iteration 66Q: 3 clusters Score -511801.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -511801.375000 Penalty: 4126.942383
	Iteration 67Q: 3 clusters Score -511801.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -511801.687500 Penalty: 4126.942383
	Iteration 68Q: 3 clusters Score -511801.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -511801.593750 Penalty: 4126.942383
	Iteration 69Q: 3 clusters Score -511801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -511802.500000 Penalty: 4126.942383
	Iteration 70Q: 3 clusters Score -511802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -511802.875000 Penalty: 4126.942383
	Iteration 71Q: 3 clusters Score -511802.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -511803.562500 Penalty: 4126.942383
	Iteration 72Q: 3 clusters Score -511803.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -511803.781250 Penalty: 4126.942383
	Iteration 73Q: 3 clusters Score -511803.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -511805.906250 Penalty: 4126.942383
	Iteration 74Q: 3 clusters Score -511805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -511805.843750 Penalty: 4126.942383
	Iteration 75Q: 3 clusters Score -511805.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -511807.656250 Penalty: 4126.942383
	Iteration 76Q: 3 clusters Score -511807.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -511809.687500 Penalty: 4126.942383
	Iteration 77Q: 3 clusters Score -511809.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -511811.593750 Penalty: 4126.942383
	Iteration 78Q: 3 clusters Score -511811.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -511812.375000 Penalty: 4126.942383
	Iteration 79Q: 3 clusters Score -511812.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -511815.718750 Penalty: 4126.942383
	Iteration 80F: 3 clusters Score -511815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -511816.687500 Penalty: 4126.942383
	Iteration 81Q: 3 clusters Score -511816.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -511818.718750 Penalty: 4126.942383
	Iteration 82Q: 3 clusters Score -511818.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -511820.937500 Penalty: 4126.942383
	Iteration 83Q: 3 clusters Score -511820.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -511821.875000 Penalty: 4126.942383
	Iteration 84Q: 3 clusters Score -511821.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -511824.718750 Penalty: 4126.942383
	Iteration 85Q: 3 clusters Score -511824.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -511826.312500 Penalty: 4126.942383
	Iteration 86Q: 3 clusters Score -511826.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -511827.062500 Penalty: 4126.942383
	Iteration 87Q: 3 clusters Score -511827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -511827.593750 Penalty: 4126.942383
	Iteration 88Q: 3 clusters Score -511827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -511827.656250 Penalty: 4126.942383
	Iteration 89Q: 3 clusters Score -511827.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -511827.656250 Penalty: 4126.942383
	Iteration 90F: 3 clusters Score -511827.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Entering Unmasked Estep 
Score: -4691126.000000 Penalty: 2608.073975
	Iteration 0F: 2 clusters Score -4691126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -4666119.500000 Penalty: 5216.147949
	Iteration 0F: 3 clusters Score -4666120 nChanged 16846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4675093.500000 Penalty: 5216.147949
	Iteration 1F: 3 clusters Score -4675094 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4675546.000000 Penalty: 5216.147949
	Iteration 2Q: 3 clusters Score -4675546 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -4675996.500000 Penalty: 5216.147949
	Iteration 3Q: 3 clusters Score -4675996 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -4676602.500000 Penalty: 5216.147949
	Iteration 4Q: 3 clusters Score -4676602 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -4677435.500000 Penalty: 5216.147949
	Iteration 5Q: 3 clusters Score -4677436 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -4678746.000000 Penalty: 5216.147949
	Iteration 6F: 3 clusters Score -4678746 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -4680598.500000 Penalty: 5216.147949
	Iteration 7F: 3 clusters Score -4680598 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -4683032.000000 Penalty: 5216.147949
	Iteration 8F: 3 clusters Score -4683032 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4685525.000000 Penalty: 5216.147949
	Iteration 9F: 3 clusters Score -4685525 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4687315.000000 Penalty: 5216.147949
	Iteration 10Q: 3 clusters Score -4687315 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4688201.000000 Penalty: 5216.147949
	Iteration 11Q: 3 clusters Score -4688201 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4688521.500000 Penalty: 5216.147949
	Iteration 12Q: 3 clusters Score -4688522 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4688660.500000 Penalty: 5216.147949
	Iteration 13Q: 3 clusters Score -4688660 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4688746.500000 Penalty: 5216.147949
	Iteration 14Q: 3 clusters Score -4688746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4688793.500000 Penalty: 5216.147949
	Iteration 15Q: 3 clusters Score -4688794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4688815.000000 Penalty: 5216.147949
	Iteration 16Q: 3 clusters Score -4688815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4688822.500000 Penalty: 5216.147949
	Iteration 17Q: 3 clusters Score -4688822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4688832.500000 Penalty: 5216.147949
	Iteration 18Q: 3 clusters Score -4688832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4688835.500000 Penalty: 5216.147949
	Iteration 19Q: 3 clusters Score -4688836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4688839.000000 Penalty: 5216.147949
	Iteration 20F: 3 clusters Score -4688839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4688839.000000 Penalty: 5216.147949
	Iteration 21Q: 3 clusters Score -4688839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4688839.500000 Penalty: 5216.147949
	Iteration 22Q: 3 clusters Score -4688840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4688842.500000 Penalty: 5216.147949
	Iteration 23Q: 3 clusters Score -4688842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4688842.500000 Penalty: 5216.147949
	Iteration 24F: 3 clusters Score -4688842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155726 members 
Entering Unmasked Estep 
Score: -19758670.000000 Penalty: 2965.051758
	Iteration 0F: 2 clusters Score -1.975867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78029 members 
Mstep: Class 2 contains 77697 members 
Entering Unmasked Estep 
Score: -19657074.000000 Penalty: 5930.103516
	Iteration 0F: 3 clusters Score -1.965707e+07 nChanged 74245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80388 members 
Mstep: Class 2 contains 75338 members 
Entering Unmasked Estep 
Score: -19699984.000000 Penalty: 5930.103516
	Iteration 1F: 3 clusters Score -1.969998e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 73981 members 
Entering Unmasked Estep 
Score: -19700798.000000 Penalty: 5930.103516
	Iteration 2Q: 3 clusters Score -1.97008e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 71784 members 
Entering Unmasked Estep 
Score: -19701810.000000 Penalty: 5930.103516
	Iteration 3Q: 3 clusters Score -1.970181e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87232 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -19703290.000000 Penalty: 5930.103516
	Iteration 4Q: 3 clusters Score -1.970329e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92287 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -19705418.000000 Penalty: 5930.103516
	Iteration 5Q: 3 clusters Score -1.970542e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -19709510.000000 Penalty: 5930.103516
	Iteration 6F: 3 clusters Score -1.970951e+07 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110408 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -19716794.000000 Penalty: 5930.103516
	Iteration 7F: 3 clusters Score -1.971679e+07 nChanged 12944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123302 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -19727452.000000 Penalty: 5930.103516
	Iteration 8F: 3 clusters Score -1.972745e+07 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136441 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -19739630.000000 Penalty: 5930.103516
	Iteration 9F: 3 clusters Score -1.973963e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146401 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -19748666.000000 Penalty: 5930.103516
	Iteration 10F: 3 clusters Score -1.974867e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151979 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -19753430.000000 Penalty: 5930.103516
	Iteration 11Q: 3 clusters Score -1.975343e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154405 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -19755128.000000 Penalty: 5930.103516
	Iteration 12Q: 3 clusters Score -1.975513e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155162 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -19755724.000000 Penalty: 5930.103516
	Iteration 13Q: 3 clusters Score -1.975572e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155374 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -19755922.000000 Penalty: 5930.103516
	Iteration 14Q: 3 clusters Score -1.975592e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155440 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19756024.000000 Penalty: 5930.103516
	Iteration 15Q: 3 clusters Score -1.975602e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19756066.000000 Penalty: 5930.103516
	Iteration 16Q: 3 clusters Score -1.975607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155467 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19756080.000000 Penalty: 5930.103516
	Iteration 17Q: 3 clusters Score -1.975608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155475 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19756078.000000 Penalty: 5930.103516
	Iteration 18Q: 3 clusters Score -1.975608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155473 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19756098.000000 Penalty: 5930.103516
	Iteration 19Q: 3 clusters Score -1.97561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155475 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19756098.000000 Penalty: 5930.103516
	Iteration 20F: 3 clusters Score -1.97561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155476 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -19756100.000000 Penalty: 5930.103516
	Iteration 21Q: 3 clusters Score -1.97561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155478 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19756100.000000 Penalty: 5930.103516
	Iteration 22Q: 3 clusters Score -1.97561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155480 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19756090.000000 Penalty: 5930.103516
	Iteration 23Q: 3 clusters Score -1.975609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155482 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19756100.000000 Penalty: 5930.103516
	Iteration 24Q: 3 clusters Score -1.97561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155482 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19756090.000000 Penalty: 5930.103516
	Iteration 25Q: 3 clusters Score -1.975609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155484 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19756094.000000 Penalty: 5930.103516
	Iteration 26Q: 3 clusters Score -1.975609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155484 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19756094.000000 Penalty: 5930.103516
	Iteration 27F: 3 clusters Score -1.975609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -36731.542969 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -36731.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35391.773438 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -35391.77 nChanged 50
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: -35548.480469 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -35548.48 nChanged 15
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: -35604.042969 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -35604.04 nChanged 7
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: -35631.515625 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -35631.52 nChanged 10
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: -35672.332031 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -35672.33 nChanged 6
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: -35703.609375 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -35703.61 nChanged 5
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: -35722.988281 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -35722.99 nChanged 0
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: -35722.988281 Penalty: 2913.965820
	Iteration 7F: 3 clusters Score -35722.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (147080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147080 members 
Entering Unmasked Estep 
Score: -18958216.000000 Penalty: 2950.885498
	Iteration 0F: 2 clusters Score -1.895822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 73034 members 
Entering Unmasked Estep 
Score: -18864092.000000 Penalty: 5901.770996
	Iteration 0F: 3 clusters Score -1.886409e+07 nChanged 70385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -18904968.000000 Penalty: 5901.770996
	Iteration 1F: 3 clusters Score -1.890497e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -18906478.000000 Penalty: 5901.770996
	Iteration 2Q: 3 clusters Score -1.890648e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89508 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -18908648.000000 Penalty: 5901.770996
	Iteration 3Q: 3 clusters Score -1.890865e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -18913166.000000 Penalty: 5901.770996
	Iteration 4F: 3 clusters Score -1.891317e+07 nChanged 11588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109240 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -18921186.000000 Penalty: 5901.770996
	Iteration 5F: 3 clusters Score -1.892119e+07 nChanged 13375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122563 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -18932986.000000 Penalty: 5901.770996
	Iteration 6F: 3 clusters Score -1.893299e+07 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134463 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -18944258.000000 Penalty: 5901.770996
	Iteration 7F: 3 clusters Score -1.894426e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141615 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -18951366.000000 Penalty: 5901.770996
	Iteration 8Q: 3 clusters Score -1.895137e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144771 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -18954056.000000 Penalty: 5901.770996
	Iteration 9Q: 3 clusters Score -1.895406e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145899 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -18955156.000000 Penalty: 5901.770996
	Iteration 10Q: 3 clusters Score -1.895516e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146291 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -18955544.000000 Penalty: 5901.770996
	Iteration 11Q: 3 clusters Score -1.895554e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146426 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -18955766.000000 Penalty: 5901.770996
	Iteration 12Q: 3 clusters Score -1.895577e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146491 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -18955878.000000 Penalty: 5901.770996
	Iteration 13Q: 3 clusters Score -1.895588e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146530 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -18955956.000000 Penalty: 5901.770996
	Iteration 14Q: 3 clusters Score -1.895596e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146540 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -18955974.000000 Penalty: 5901.770996
	Iteration 15Q: 3 clusters Score -1.895597e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146547 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -18955978.000000 Penalty: 5901.770996
	Iteration 16Q: 3 clusters Score -1.895598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146551 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -18955972.000000 Penalty: 5901.770996
	Iteration 17Q: 3 clusters Score -1.895597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146553 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -18956000.000000 Penalty: 5901.770996
	Iteration 18Q: 3 clusters Score -1.8956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146556 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -18956024.000000 Penalty: 5901.770996
	Iteration 19Q: 3 clusters Score -1.895602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146559 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -18956026.000000 Penalty: 5901.770996
	Iteration 20F: 3 clusters Score -1.895603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146560 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -18956046.000000 Penalty: 5901.770996
	Iteration 21Q: 3 clusters Score -1.895605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146563 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -18956052.000000 Penalty: 5901.770996
	Iteration 22Q: 3 clusters Score -1.895605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146562 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -18956080.000000 Penalty: 5901.770996
	Iteration 23Q: 3 clusters Score -1.895608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146568 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -18956088.000000 Penalty: 5901.770996
	Iteration 24Q: 3 clusters Score -1.895609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146570 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -18956084.000000 Penalty: 5901.770996
	Iteration 25Q: 3 clusters Score -1.895608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146575 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -18956092.000000 Penalty: 5901.770996
	Iteration 26Q: 3 clusters Score -1.895609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146578 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -18956104.000000 Penalty: 5901.770996
	Iteration 27Q: 3 clusters Score -1.89561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146579 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -18956090.000000 Penalty: 5901.770996
	Iteration 28Q: 3 clusters Score -1.895609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146581 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -18956104.000000 Penalty: 5901.770996
	Iteration 29Q: 3 clusters Score -1.89561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146583 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -18956112.000000 Penalty: 5901.770996
	Iteration 30Q: 3 clusters Score -1.895611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146589 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -18956128.000000 Penalty: 5901.770996
	Iteration 31Q: 3 clusters Score -1.895613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146590 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -18956122.000000 Penalty: 5901.770996
	Iteration 32Q: 3 clusters Score -1.895612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146591 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -18956136.000000 Penalty: 5901.770996
	Iteration 33Q: 3 clusters Score -1.895614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146593 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -18956134.000000 Penalty: 5901.770996
	Iteration 34Q: 3 clusters Score -1.895613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146596 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -18956148.000000 Penalty: 5901.770996
	Iteration 35Q: 3 clusters Score -1.895615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146600 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -18956150.000000 Penalty: 5901.770996
	Iteration 36Q: 3 clusters Score -1.895615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146599 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -18956146.000000 Penalty: 5901.770996
	Iteration 37Q: 3 clusters Score -1.895615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146592 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -18956150.000000 Penalty: 5901.770996
	Iteration 38Q: 3 clusters Score -1.895615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146588 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -18956134.000000 Penalty: 5901.770996
	Iteration 39Q: 3 clusters Score -1.895613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146586 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -18956142.000000 Penalty: 5901.770996
	Iteration 40F: 3 clusters Score -1.895614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146583 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -18956154.000000 Penalty: 5901.770996
	Iteration 41Q: 3 clusters Score -1.895615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146584 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -18956156.000000 Penalty: 5901.770996
	Iteration 42Q: 3 clusters Score -1.895616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146584 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -18956156.000000 Penalty: 5901.770996
	Iteration 43F: 3 clusters Score -1.895616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -55036.730469 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -55036.73 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 253 members 
Entering Unmasked Estep 
Score: -53543.367188 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -53543.37 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53841.539062 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -53841.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53964.664062 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -53964.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54027.390625 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -54027.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54060.734375 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -54060.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54095.964844 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -54095.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -54130.261719 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -54130.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54154.722656 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -54154.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54173.546875 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -54173.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54198.550781 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -54198.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54242.898438 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -54242.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54269.324219 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -54269.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54296.671875 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -54296.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54331.488281 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -54331.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54367.472656 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -54367.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54398.242188 Penalty: 3081.452637
	Iteration 15Q: 3 clusters Score -54398.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54433.289062 Penalty: 3081.452637
	Iteration 16Q: 3 clusters Score -54433.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54445.746094 Penalty: 3081.452637
	Iteration 17Q: 3 clusters Score -54445.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54457.515625 Penalty: 3081.452637
	Iteration 18Q: 3 clusters Score -54457.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54464.664062 Penalty: 3081.452637
	Iteration 19Q: 3 clusters Score -54464.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54480.230469 Penalty: 3081.452637
	Iteration 20F: 3 clusters Score -54480.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54489.890625 Penalty: 3081.452637
	Iteration 21Q: 3 clusters Score -54489.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54505.714844 Penalty: 3081.452637
	Iteration 22Q: 3 clusters Score -54505.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54536.894531 Penalty: 3081.452637
	Iteration 23Q: 3 clusters Score -54536.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54558.875000 Penalty: 3081.452637
	Iteration 24Q: 3 clusters Score -54558.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54566.531250 Penalty: 3081.452637
	Iteration 25Q: 3 clusters Score -54566.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54576.570312 Penalty: 3081.452637
	Iteration 26Q: 3 clusters Score -54576.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54581.113281 Penalty: 3081.452637
	Iteration 27Q: 3 clusters Score -54581.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54581.113281 Penalty: 3081.452637
	Iteration 28F: 3 clusters Score -54581.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -28831.234375 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -28831.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27572.259766 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -27572.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27717.970703 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -27717.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27802.316406 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -27802.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27835.275391 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -27835.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27844.298828 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -27844.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27878.888672 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -27878.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27882.779297 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -27882.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27882.779297 Penalty: 2793.081055
	Iteration 7F: 3 clusters Score -27882.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -71268.179688 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -71268.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -69655.109375 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -69655.11 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -69971.398438 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -69971.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -70228.281250 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -70228.28 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -70419.531250 Penalty: 3217.891357
	Iteration 3F: 3 clusters Score -70419.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70574.882812 Penalty: 3217.891357
	Iteration 4F: 3 clusters Score -70574.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -70769.882812 Penalty: 3217.891357
	Iteration 5F: 3 clusters Score -70769.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -70976.195312 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -70976.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -71151.304688 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -71151.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71487.367188 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -71487.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -71568.140625 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -71568.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -71672.859375 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -71672.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -71766.484375 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -71766.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -71795.234375 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -71795.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -71808.195312 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -71808.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71813.945312 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -71813.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71813.945312 Penalty: 3217.891357
	Iteration 15F: 3 clusters Score -71813.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 149612 members 
Mstep: Class 3 contains 5326 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170541 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4227 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5666 members 
Mstep: Class 10 contains 155489 members 
Mstep: Class 11 contains 72667 members 
Mstep: Class 12 contains 158881 members 
Mstep: Class 13 contains 8873 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 148954 members 
Mstep: Class 16 contains 58594 members 
Mstep: Class 17 contains 4107 members 
Mstep: Class 18 contains 36917 members 
Mstep: Class 19 contains 155726 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147080 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 271 members 
Mstep: Class 25 contains 386 members 
Entering Unmasked Estep 
Score: -161324832.000000 Penalty: 87239.546875
Splitting cluster 24 changes total score from -161325920.000000 to -161324832.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 149612 members 
Mstep: Class 3 contains 5326 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170541 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4227 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5666 members 
Mstep: Class 10 contains 155489 members 
Mstep: Class 11 contains 72667 members 
Mstep: Class 12 contains 158881 members 
Mstep: Class 13 contains 8873 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 148954 members 
Mstep: Class 16 contains 58594 members 
Mstep: Class 17 contains 4107 members 
Mstep: Class 18 contains 36917 members 
Mstep: Class 19 contains 155726 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147080 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325984.000000 Penalty: 83749.968750
Iteration 359Q: 25 clusters Score -1.61326e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 149632 members 
Mstep: Class 3 contains 5325 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170521 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4217 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 155498 members 
Mstep: Class 11 contains 72675 members 
Mstep: Class 12 contains 158834 members 
Mstep: Class 13 contains 8873 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 148981 members 
Mstep: Class 16 contains 58564 members 
Mstep: Class 17 contains 4108 members 
Mstep: Class 18 contains 36958 members 
Mstep: Class 19 contains 155718 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147100 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325728.000000 Penalty: 83749.968750
Iteration 360F: 25 clusters Score -1.613257e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149653 members 
Mstep: Class 3 contains 5318 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170520 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 155527 members 
Mstep: Class 11 contains 72690 members 
Mstep: Class 12 contains 158758 members 
Mstep: Class 13 contains 8869 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149005 members 
Mstep: Class 16 contains 58523 members 
Mstep: Class 17 contains 4109 members 
Mstep: Class 18 contains 37004 members 
Mstep: Class 19 contains 155696 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147134 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326048.000000 Penalty: 83749.968750
Iteration 361Q: 25 clusters Score -1.61326e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149677 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170522 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4194 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5646 members 
Mstep: Class 10 contains 155524 members 
Mstep: Class 11 contains 72692 members 
Mstep: Class 12 contains 158713 members 
Mstep: Class 13 contains 8866 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149007 members 
Mstep: Class 16 contains 58493 members 
Mstep: Class 17 contains 4107 members 
Mstep: Class 18 contains 37037 members 
Mstep: Class 19 contains 155692 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147177 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326096.000000 Penalty: 83749.968750
Iteration 362Q: 25 clusters Score -1.613261e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149699 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170500 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4185 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5642 members 
Mstep: Class 10 contains 155526 members 
Mstep: Class 11 contains 72709 members 
Mstep: Class 12 contains 158688 members 
Mstep: Class 13 contains 8861 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149002 members 
Mstep: Class 16 contains 58460 members 
Mstep: Class 17 contains 4104 members 
Mstep: Class 18 contains 37077 members 
Mstep: Class 19 contains 155679 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147214 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326112.000000 Penalty: 83749.968750
Iteration 363Q: 25 clusters Score -1.613261e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149745 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170481 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4179 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5636 members 
Mstep: Class 10 contains 155535 members 
Mstep: Class 11 contains 72732 members 
Mstep: Class 12 contains 158622 members 
Mstep: Class 13 contains 8860 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149002 members 
Mstep: Class 16 contains 58416 members 
Mstep: Class 17 contains 4104 members 
Mstep: Class 18 contains 37120 members 
Mstep: Class 19 contains 155666 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147249 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326176.000000 Penalty: 83749.968750
Iteration 364Q: 25 clusters Score -1.613262e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149784 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170489 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4176 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5631 members 
Mstep: Class 10 contains 155550 members 
Mstep: Class 11 contains 72747 members 
Mstep: Class 12 contains 158558 members 
Mstep: Class 13 contains 8856 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 148989 members 
Mstep: Class 16 contains 58378 members 
Mstep: Class 17 contains 4104 members 
Mstep: Class 18 contains 37161 members 
Mstep: Class 19 contains 155661 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147266 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326368.000000 Penalty: 83749.968750
Iteration 365Q: 25 clusters Score -1.613264e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149824 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170486 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4177 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5626 members 
Mstep: Class 10 contains 155554 members 
Mstep: Class 11 contains 72764 members 
Mstep: Class 12 contains 158518 members 
Mstep: Class 13 contains 8856 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149008 members 
Mstep: Class 16 contains 58344 members 
Mstep: Class 17 contains 4102 members 
Mstep: Class 18 contains 37195 members 
Mstep: Class 19 contains 155626 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147274 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326416.000000 Penalty: 83749.968750
Iteration 366Q: 25 clusters Score -1.613264e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149859 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170512 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4177 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5626 members 
Mstep: Class 10 contains 155540 members 
Mstep: Class 11 contains 72774 members 
Mstep: Class 12 contains 158477 members 
Mstep: Class 13 contains 8854 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 149015 members 
Mstep: Class 16 contains 58321 members 
Mstep: Class 17 contains 4096 members 
Mstep: Class 18 contains 37216 members 
Mstep: Class 19 contains 155600 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147290 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326608.000000 Penalty: 83749.968750
Iteration 367Q: 25 clusters Score -1.613266e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149907 members 
Mstep: Class 3 contains 5301 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170529 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4173 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5619 members 
Mstep: Class 10 contains 155535 members 
Mstep: Class 11 contains 72785 members 
Mstep: Class 12 contains 158418 members 
Mstep: Class 13 contains 8856 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 149012 members 
Mstep: Class 16 contains 58296 members 
Mstep: Class 17 contains 4093 members 
Mstep: Class 18 contains 37241 members 
Mstep: Class 19 contains 155591 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147303 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326400.000000 Penalty: 83749.968750
Iteration 368Q: 25 clusters Score -1.613264e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149937 members 
Mstep: Class 3 contains 5302 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170537 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4172 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5617 members 
Mstep: Class 10 contains 155551 members 
Mstep: Class 11 contains 72798 members 
Mstep: Class 12 contains 158386 members 
Mstep: Class 13 contains 8854 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 149016 members 
Mstep: Class 16 contains 58254 members 
Mstep: Class 17 contains 4091 members 
Mstep: Class 18 contains 37276 members 
Mstep: Class 19 contains 155557 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147311 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326544.000000 Penalty: 83749.968750
Iteration 369Q: 25 clusters Score -1.613265e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 149950 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170519 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4172 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5613 members 
Mstep: Class 10 contains 155599 members 
Mstep: Class 11 contains 72820 members 
Mstep: Class 12 contains 158353 members 
Mstep: Class 13 contains 8856 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 149012 members 
Mstep: Class 16 contains 58218 members 
Mstep: Class 17 contains 4089 members 
Mstep: Class 18 contains 37314 members 
Mstep: Class 19 contains 155540 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147299 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326544.000000 Penalty: 83749.968750
Iteration 370Q: 25 clusters Score -1.613265e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 149965 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170511 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4171 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5608 members 
Mstep: Class 10 contains 155640 members 
Mstep: Class 11 contains 72842 members 
Mstep: Class 12 contains 158319 members 
Mstep: Class 13 contains 8858 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 149018 members 
Mstep: Class 16 contains 58193 members 
Mstep: Class 17 contains 4088 members 
Mstep: Class 18 contains 37337 members 
Mstep: Class 19 contains 155509 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147297 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326400.000000 Penalty: 83749.968750
Iteration 371Q: 25 clusters Score -1.613264e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 149983 members 
Mstep: Class 3 contains 5298 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170514 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4168 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5604 members 
Mstep: Class 10 contains 155668 members 
Mstep: Class 11 contains 72866 members 
Mstep: Class 12 contains 158283 members 
Mstep: Class 13 contains 8862 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 149000 members 
Mstep: Class 16 contains 58172 members 
Mstep: Class 17 contains 4086 members 
Mstep: Class 18 contains 37356 members 
Mstep: Class 19 contains 155493 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147307 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326512.000000 Penalty: 83749.968750
Iteration 372Q: 25 clusters Score -1.613265e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 149980 members 
Mstep: Class 3 contains 5301 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170526 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4167 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5598 members 
Mstep: Class 10 contains 155688 members 
Mstep: Class 11 contains 72882 members 
Mstep: Class 12 contains 158260 members 
Mstep: Class 13 contains 8859 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148994 members 
Mstep: Class 16 contains 58148 members 
Mstep: Class 17 contains 4085 members 
Mstep: Class 18 contains 37387 members 
Mstep: Class 19 contains 155477 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147308 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326480.000000 Penalty: 83749.968750
Iteration 373Q: 25 clusters Score -1.613265e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 149996 members 
Mstep: Class 3 contains 5300 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170532 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4166 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5585 members 
Mstep: Class 10 contains 155696 members 
Mstep: Class 11 contains 72904 members 
Mstep: Class 12 contains 158224 members 
Mstep: Class 13 contains 8855 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148993 members 
Mstep: Class 16 contains 58125 members 
Mstep: Class 17 contains 4082 members 
Mstep: Class 18 contains 37412 members 
Mstep: Class 19 contains 155470 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147320 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326512.000000 Penalty: 83749.968750
Iteration 374Q: 25 clusters Score -1.613265e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150024 members 
Mstep: Class 3 contains 5289 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170542 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4165 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5574 members 
Mstep: Class 10 contains 155701 members 
Mstep: Class 11 contains 72928 members 
Mstep: Class 12 contains 158177 members 
Mstep: Class 13 contains 8855 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148987 members 
Mstep: Class 16 contains 58106 members 
Mstep: Class 17 contains 4082 members 
Mstep: Class 18 contains 37433 members 
Mstep: Class 19 contains 155458 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147339 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326640.000000 Penalty: 83749.968750
Iteration 375Q: 25 clusters Score -1.613266e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150050 members 
Mstep: Class 3 contains 5282 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170540 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4163 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5564 members 
Mstep: Class 10 contains 155707 members 
Mstep: Class 11 contains 72939 members 
Mstep: Class 12 contains 158146 members 
Mstep: Class 13 contains 8856 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148988 members 
Mstep: Class 16 contains 58095 members 
Mstep: Class 17 contains 4078 members 
Mstep: Class 18 contains 37456 members 
Mstep: Class 19 contains 155446 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147350 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326576.000000 Penalty: 83749.968750
Iteration 376Q: 25 clusters Score -1.613266e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150063 members 
Mstep: Class 3 contains 5264 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170549 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4159 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5555 members 
Mstep: Class 10 contains 155712 members 
Mstep: Class 11 contains 72951 members 
Mstep: Class 12 contains 158105 members 
Mstep: Class 13 contains 8854 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148986 members 
Mstep: Class 16 contains 58090 members 
Mstep: Class 17 contains 4075 members 
Mstep: Class 18 contains 37472 members 
Mstep: Class 19 contains 155471 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147354 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326656.000000 Penalty: 83749.968750
Iteration 377Q: 25 clusters Score -1.613267e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150064 members 
Mstep: Class 3 contains 5257 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170579 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4157 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 155686 members 
Mstep: Class 11 contains 72967 members 
Mstep: Class 12 contains 158079 members 
Mstep: Class 13 contains 8854 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148985 members 
Mstep: Class 16 contains 58074 members 
Mstep: Class 17 contains 4076 members 
Mstep: Class 18 contains 37488 members 
Mstep: Class 19 contains 155483 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147361 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326784.000000 Penalty: 83749.968750
Iteration 378Q: 25 clusters Score -1.613268e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150084 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170596 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4154 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5545 members 
Mstep: Class 10 contains 155672 members 
Mstep: Class 11 contains 72977 members 
Mstep: Class 12 contains 158058 members 
Mstep: Class 13 contains 8853 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148974 members 
Mstep: Class 16 contains 58058 members 
Mstep: Class 17 contains 4074 members 
Mstep: Class 18 contains 37503 members 
Mstep: Class 19 contains 155492 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147368 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326640.000000 Penalty: 83749.968750
Iteration 379Q: 25 clusters Score -1.613266e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150113 members 
Mstep: Class 3 contains 5247 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170617 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4151 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5539 members 
Mstep: Class 10 contains 155651 members 
Mstep: Class 11 contains 72989 members 
Mstep: Class 12 contains 158051 members 
Mstep: Class 13 contains 8851 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148949 members 
Mstep: Class 16 contains 58043 members 
Mstep: Class 17 contains 4073 members 
Mstep: Class 18 contains 37516 members 
Mstep: Class 19 contains 155490 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147380 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326624.000000 Penalty: 83749.968750
Iteration 380F: 25 clusters Score -1.613266e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150137 members 
Mstep: Class 3 contains 5244 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170629 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4148 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5533 members 
Mstep: Class 10 contains 155648 members 
Mstep: Class 11 contains 72998 members 
Mstep: Class 12 contains 158044 members 
Mstep: Class 13 contains 8851 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148944 members 
Mstep: Class 16 contains 58032 members 
Mstep: Class 17 contains 4073 members 
Mstep: Class 18 contains 37530 members 
Mstep: Class 19 contains 155455 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147394 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326752.000000 Penalty: 83749.968750
Iteration 381Q: 25 clusters Score -1.613268e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150188 members 
Mstep: Class 3 contains 5232 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170634 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5522 members 
Mstep: Class 10 contains 155651 members 
Mstep: Class 11 contains 73010 members 
Mstep: Class 12 contains 158029 members 
Mstep: Class 13 contains 8851 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148928 members 
Mstep: Class 16 contains 58015 members 
Mstep: Class 17 contains 4072 members 
Mstep: Class 18 contains 37547 members 
Mstep: Class 19 contains 155427 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147407 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326768.000000 Penalty: 83749.968750
Iteration 382Q: 25 clusters Score -1.613268e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150225 members 
Mstep: Class 3 contains 5224 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170655 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 155621 members 
Mstep: Class 11 contains 73023 members 
Mstep: Class 12 contains 158042 members 
Mstep: Class 13 contains 8847 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148922 members 
Mstep: Class 16 contains 58003 members 
Mstep: Class 17 contains 4072 members 
Mstep: Class 18 contains 37557 members 
Mstep: Class 19 contains 155410 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147408 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326832.000000 Penalty: 83749.968750
Iteration 383Q: 25 clusters Score -1.613268e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150235 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170677 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5488 members 
Mstep: Class 10 contains 155609 members 
Mstep: Class 11 contains 73024 members 
Mstep: Class 12 contains 158067 members 
Mstep: Class 13 contains 8845 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 148919 members 
Mstep: Class 16 contains 57994 members 
Mstep: Class 17 contains 4070 members 
Mstep: Class 18 contains 37567 members 
Mstep: Class 19 contains 155377 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147420 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326736.000000 Penalty: 83749.968750
Iteration 384Q: 25 clusters Score -1.613267e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150247 members 
Mstep: Class 3 contains 5212 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170683 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5470 members 
Mstep: Class 10 contains 155588 members 
Mstep: Class 11 contains 73032 members 
Mstep: Class 12 contains 158094 members 
Mstep: Class 13 contains 8847 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 148926 members 
Mstep: Class 16 contains 57979 members 
Mstep: Class 17 contains 4070 members 
Mstep: Class 18 contains 37579 members 
Mstep: Class 19 contains 155345 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147439 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326784.000000 Penalty: 83749.968750
Iteration 385Q: 25 clusters Score -1.613268e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150263 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170690 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5457 members 
Mstep: Class 10 contains 155563 members 
Mstep: Class 11 contains 73039 members 
Mstep: Class 12 contains 158134 members 
Mstep: Class 13 contains 8851 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 148929 members 
Mstep: Class 16 contains 57968 members 
Mstep: Class 17 contains 4067 members 
Mstep: Class 18 contains 37590 members 
Mstep: Class 19 contains 155297 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147455 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326832.000000 Penalty: 83749.968750
Iteration 386Q: 25 clusters Score -1.613268e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150278 members 
Mstep: Class 3 contains 5200 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170695 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5450 members 
Mstep: Class 10 contains 155551 members 
Mstep: Class 11 contains 73055 members 
Mstep: Class 12 contains 158156 members 
Mstep: Class 13 contains 8853 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 148936 members 
Mstep: Class 16 contains 57951 members 
Mstep: Class 17 contains 4066 members 
Mstep: Class 18 contains 37605 members 
Mstep: Class 19 contains 155243 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147472 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326960.000000 Penalty: 83749.968750
Iteration 387Q: 25 clusters Score -1.61327e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150294 members 
Mstep: Class 3 contains 5189 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170690 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 155560 members 
Mstep: Class 11 contains 73065 members 
Mstep: Class 12 contains 158188 members 
Mstep: Class 13 contains 8855 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 148927 members 
Mstep: Class 16 contains 57936 members 
Mstep: Class 17 contains 4067 members 
Mstep: Class 18 contains 37620 members 
Mstep: Class 19 contains 155201 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147476 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326848.000000 Penalty: 83749.968750
Iteration 388Q: 25 clusters Score -1.613268e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150288 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170693 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5435 members 
Mstep: Class 10 contains 155550 members 
Mstep: Class 11 contains 73065 members 
Mstep: Class 12 contains 158248 members 
Mstep: Class 13 contains 8855 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148924 members 
Mstep: Class 16 contains 57923 members 
Mstep: Class 17 contains 4069 members 
Mstep: Class 18 contains 37633 members 
Mstep: Class 19 contains 155151 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147496 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326880.000000 Penalty: 83749.968750
Iteration 389Q: 25 clusters Score -1.613269e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150292 members 
Mstep: Class 3 contains 5176 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170688 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 155551 members 
Mstep: Class 11 contains 73074 members 
Mstep: Class 12 contains 158290 members 
Mstep: Class 13 contains 8856 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148914 members 
Mstep: Class 16 contains 57917 members 
Mstep: Class 17 contains 4071 members 
Mstep: Class 18 contains 37643 members 
Mstep: Class 19 contains 155124 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147494 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326928.000000 Penalty: 83749.968750
Iteration 390Q: 25 clusters Score -1.613269e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150291 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170693 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5407 members 
Mstep: Class 10 contains 155561 members 
Mstep: Class 11 contains 73085 members 
Mstep: Class 12 contains 158309 members 
Mstep: Class 13 contains 8856 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148897 members 
Mstep: Class 16 contains 57900 members 
Mstep: Class 17 contains 4071 members 
Mstep: Class 18 contains 37660 members 
Mstep: Class 19 contains 155120 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147495 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326800.000000 Penalty: 83749.968750
Iteration 391Q: 25 clusters Score -1.613268e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150293 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170693 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 155565 members 
Mstep: Class 11 contains 73104 members 
Mstep: Class 12 contains 158342 members 
Mstep: Class 13 contains 8859 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148888 members 
Mstep: Class 16 contains 57888 members 
Mstep: Class 17 contains 4071 members 
Mstep: Class 18 contains 37677 members 
Mstep: Class 19 contains 155054 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147520 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326816.000000 Penalty: 83749.968750
Iteration 392Q: 25 clusters Score -1.613268e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150290 members 
Mstep: Class 3 contains 5162 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170700 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 155565 members 
Mstep: Class 11 contains 73109 members 
Mstep: Class 12 contains 158371 members 
Mstep: Class 13 contains 8856 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148889 members 
Mstep: Class 16 contains 57879 members 
Mstep: Class 17 contains 4070 members 
Mstep: Class 18 contains 37694 members 
Mstep: Class 19 contains 154990 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147544 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326864.000000 Penalty: 83749.968750
Iteration 393Q: 25 clusters Score -1.613269e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150289 members 
Mstep: Class 3 contains 5157 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170699 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5385 members 
Mstep: Class 10 contains 155553 members 
Mstep: Class 11 contains 73118 members 
Mstep: Class 12 contains 158386 members 
Mstep: Class 13 contains 8857 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148910 members 
Mstep: Class 16 contains 57874 members 
Mstep: Class 17 contains 4071 members 
Mstep: Class 18 contains 37705 members 
Mstep: Class 19 contains 154943 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147566 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326816.000000 Penalty: 83749.968750
Iteration 394Q: 25 clusters Score -1.613268e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150277 members 
Mstep: Class 3 contains 5152 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170696 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4146 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5383 members 
Mstep: Class 10 contains 155569 members 
Mstep: Class 11 contains 73114 members 
Mstep: Class 12 contains 158388 members 
Mstep: Class 13 contains 8856 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148944 members 
Mstep: Class 16 contains 57866 members 
Mstep: Class 17 contains 4070 members 
Mstep: Class 18 contains 37719 members 
Mstep: Class 19 contains 154889 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147591 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326912.000000 Penalty: 83749.968750
Iteration 395Q: 25 clusters Score -1.613269e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150285 members 
Mstep: Class 3 contains 5144 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170701 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4146 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 155561 members 
Mstep: Class 11 contains 73116 members 
Mstep: Class 12 contains 158390 members 
Mstep: Class 13 contains 8855 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148952 members 
Mstep: Class 16 contains 57856 members 
Mstep: Class 17 contains 4071 members 
Mstep: Class 18 contains 37727 members 
Mstep: Class 19 contains 154844 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147633 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326656.000000 Penalty: 83749.968750
Iteration 396Q: 25 clusters Score -1.613267e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150276 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170713 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4146 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5372 members 
Mstep: Class 10 contains 155525 members 
Mstep: Class 11 contains 73118 members 
Mstep: Class 12 contains 158426 members 
Mstep: Class 13 contains 8855 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 148978 members 
Mstep: Class 16 contains 57843 members 
Mstep: Class 17 contains 4069 members 
Mstep: Class 18 contains 37737 members 
Mstep: Class 19 contains 154812 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147651 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326752.000000 Penalty: 83749.968750
Iteration 397Q: 25 clusters Score -1.613268e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150249 members 
Mstep: Class 3 contains 5134 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170728 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4146 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5362 members 
Mstep: Class 10 contains 155516 members 
Mstep: Class 11 contains 73122 members 
Mstep: Class 12 contains 158462 members 
Mstep: Class 13 contains 8852 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 149003 members 
Mstep: Class 16 contains 57833 members 
Mstep: Class 17 contains 4066 members 
Mstep: Class 18 contains 37747 members 
Mstep: Class 19 contains 154769 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147671 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326768.000000 Penalty: 83749.968750
Iteration 398Q: 25 clusters Score -1.613268e+08 nChanged 677
Entering ConstructFrom: 
Score: -161326768.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (4168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Entering Unmasked Estep 
Score: -515608.781250 Penalty: 2067.127441
	Iteration 0F: 2 clusters Score -515608.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -511627.593750 Penalty: 4134.254883
	Iteration 0F: 3 clusters Score -511627.6 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -512535.375000 Penalty: 4134.254883
	Iteration 1F: 3 clusters Score -512535.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -512720.593750 Penalty: 4134.254883
	Iteration 2F: 3 clusters Score -512720.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -512850.625000 Penalty: 4134.254883
	Iteration 3Q: 3 clusters Score -512850.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -512976.625000 Penalty: 4134.254883
	Iteration 4Q: 3 clusters Score -512976.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -513111.406250 Penalty: 4134.254883
	Iteration 5Q: 3 clusters Score -513111.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -513252.625000 Penalty: 4134.254883
	Iteration 6Q: 3 clusters Score -513252.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -513425.406250 Penalty: 4134.254883
	Iteration 7Q: 3 clusters Score -513425.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -513674.718750 Penalty: 4134.254883
	Iteration 8F: 3 clusters Score -513674.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -513985.000000 Penalty: 4134.254883
	Iteration 9F: 3 clusters Score -513985 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -514443.437500 Penalty: 4134.254883
	Iteration 10F: 3 clusters Score -514443.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -514947.812500 Penalty: 4134.254883
	Iteration 11F: 3 clusters Score -514947.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -515472.343750 Penalty: 4134.254883
	Iteration 12Q: 3 clusters Score -515472.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -515679.875000 Penalty: 4134.254883
	Iteration 13Q: 3 clusters Score -515679.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -515743.031250 Penalty: 4134.254883
	Iteration 14Q: 3 clusters Score -515743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -515776.593750 Penalty: 4134.254883
	Iteration 15Q: 3 clusters Score -515776.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -515803.375000 Penalty: 4134.254883
	Iteration 16Q: 3 clusters Score -515803.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -515825.406250 Penalty: 4134.254883
	Iteration 17Q: 3 clusters Score -515825.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -515848.187500 Penalty: 4134.254883
	Iteration 18Q: 3 clusters Score -515848.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -515869.375000 Penalty: 4134.254883
	Iteration 19Q: 3 clusters Score -515869.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -515890.593750 Penalty: 4134.254883
	Iteration 20F: 3 clusters Score -515890.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -515909.187500 Penalty: 4134.254883
	Iteration 21Q: 3 clusters Score -515909.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -515920.312500 Penalty: 4134.254883
	Iteration 22Q: 3 clusters Score -515920.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -515928.750000 Penalty: 4134.254883
	Iteration 23Q: 3 clusters Score -515928.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -515939.531250 Penalty: 4134.254883
	Iteration 24Q: 3 clusters Score -515939.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -515952.593750 Penalty: 4134.254883
	Iteration 25Q: 3 clusters Score -515952.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -515966.843750 Penalty: 4134.254883
	Iteration 26Q: 3 clusters Score -515966.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -515982.093750 Penalty: 4134.254883
	Iteration 27Q: 3 clusters Score -515982.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -515998.500000 Penalty: 4134.254883
	Iteration 28Q: 3 clusters Score -515998.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -516018.625000 Penalty: 4134.254883
	Iteration 29Q: 3 clusters Score -516018.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -516037.375000 Penalty: 4134.254883
	Iteration 30Q: 3 clusters Score -516037.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -516048.375000 Penalty: 4134.254883
	Iteration 31Q: 3 clusters Score -516048.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -516060.468750 Penalty: 4134.254883
	Iteration 32Q: 3 clusters Score -516060.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -516072.968750 Penalty: 4134.254883
	Iteration 33Q: 3 clusters Score -516073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -516081.406250 Penalty: 4134.254883
	Iteration 34Q: 3 clusters Score -516081.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -516085.937500 Penalty: 4134.254883
	Iteration 35Q: 3 clusters Score -516085.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -516090.125000 Penalty: 4134.254883
	Iteration 36Q: 3 clusters Score -516090.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -516091.531250 Penalty: 4134.254883
	Iteration 37Q: 3 clusters Score -516091.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -516093.187500 Penalty: 4134.254883
	Iteration 38Q: 3 clusters Score -516093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -516094.031250 Penalty: 4134.254883
	Iteration 39Q: 3 clusters Score -516094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -516097.093750 Penalty: 4134.254883
	Iteration 40F: 3 clusters Score -516097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -516099.625000 Penalty: 4134.254883
	Iteration 41Q: 3 clusters Score -516099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -516099.812500 Penalty: 4134.254883
	Iteration 42Q: 3 clusters Score -516099.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -516100.656250 Penalty: 4134.254883
	Iteration 43Q: 3 clusters Score -516100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -516100.656250 Penalty: 4134.254883
	Iteration 44F: 3 clusters Score -516100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 150228 members 
Mstep: Class 3 contains 5127 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170736 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4146 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5358 members 
Mstep: Class 10 contains 155514 members 
Mstep: Class 11 contains 73126 members 
Mstep: Class 12 contains 158544 members 
Mstep: Class 13 contains 8847 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 149014 members 
Mstep: Class 16 contains 57827 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 37755 members 
Mstep: Class 19 contains 154693 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147680 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Mstep: Class 25 contains 2364 members 
Entering Unmasked Estep 
Score: -161325632.000000 Penalty: 87239.546875
Splitting cluster 1 changes total score from -161326768.000000 to -161325632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (150228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150228 members 
Entering Unmasked Estep 
Score: -19218216.000000 Penalty: 2956.137451
	Iteration 0F: 2 clusters Score -1.921822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75316 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -19120720.000000 Penalty: 5912.274902
	Iteration 0F: 3 clusters Score -1.912072e+07 nChanged 71870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 73840 members 
Entering Unmasked Estep 
Score: -19162768.000000 Penalty: 5912.274902
	Iteration 1F: 3 clusters Score -1.916277e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -19164132.000000 Penalty: 5912.274902
	Iteration 2Q: 3 clusters Score -1.916413e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77030 members 
Mstep: Class 2 contains 73198 members 
Entering Unmasked Estep 
Score: -19166306.000000 Penalty: 5912.274902
	Iteration 3Q: 3 clusters Score -1.916631e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 72684 members 
Entering Unmasked Estep 
Score: -19169404.000000 Penalty: 5912.274902
	Iteration 4Q: 3 clusters Score -1.91694e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77971 members 
Mstep: Class 2 contains 72257 members 
Entering Unmasked Estep 
Score: -19173308.000000 Penalty: 5912.274902
	Iteration 5F: 3 clusters Score -1.917331e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78170 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -19178352.000000 Penalty: 5912.274902
	Iteration 6F: 3 clusters Score -1.917835e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78128 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -19183862.000000 Penalty: 5912.274902
	Iteration 7F: 3 clusters Score -1.918386e+07 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -19189792.000000 Penalty: 5912.274902
	Iteration 8F: 3 clusters Score -1.918979e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 73347 members 
Entering Unmasked Estep 
Score: -19194880.000000 Penalty: 5912.274902
	Iteration 9F: 3 clusters Score -1.919488e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -19198148.000000 Penalty: 5912.274902
	Iteration 10Q: 3 clusters Score -1.919815e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74682 members 
Mstep: Class 2 contains 75546 members 
Entering Unmasked Estep 
Score: -19199912.000000 Penalty: 5912.274902
	Iteration 11Q: 3 clusters Score -1.919991e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73567 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -19200888.000000 Penalty: 5912.274902
	Iteration 12Q: 3 clusters Score -1.920089e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72418 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -19201344.000000 Penalty: 5912.274902
	Iteration 13Q: 3 clusters Score -1.920134e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71172 members 
Mstep: Class 2 contains 79056 members 
Entering Unmasked Estep 
Score: -19201826.000000 Penalty: 5912.274902
	Iteration 14Q: 3 clusters Score -1.920183e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 80306 members 
Entering Unmasked Estep 
Score: -19202264.000000 Penalty: 5912.274902
	Iteration 15Q: 3 clusters Score -1.920226e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 81591 members 
Entering Unmasked Estep 
Score: -19202448.000000 Penalty: 5912.274902
	Iteration 16Q: 3 clusters Score -1.920245e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 82936 members 
Entering Unmasked Estep 
Score: -19202726.000000 Penalty: 5912.274902
	Iteration 17Q: 3 clusters Score -1.920273e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65909 members 
Mstep: Class 2 contains 84319 members 
Entering Unmasked Estep 
Score: -19202948.000000 Penalty: 5912.274902
	Iteration 18Q: 3 clusters Score -1.920295e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64425 members 
Mstep: Class 2 contains 85803 members 
Entering Unmasked Estep 
Score: -19203114.000000 Penalty: 5912.274902
	Iteration 19Q: 3 clusters Score -1.920311e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 87353 members 
Entering Unmasked Estep 
Score: -19203260.000000 Penalty: 5912.274902
	Iteration 20F: 3 clusters Score -1.920326e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 88956 members 
Entering Unmasked Estep 
Score: -19203558.000000 Penalty: 5912.274902
	Iteration 21Q: 3 clusters Score -1.920356e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 90626 members 
Entering Unmasked Estep 
Score: -19203774.000000 Penalty: 5912.274902
	Iteration 22Q: 3 clusters Score -1.920377e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 92302 members 
Entering Unmasked Estep 
Score: -19204002.000000 Penalty: 5912.274902
	Iteration 23Q: 3 clusters Score -1.9204e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -19204244.000000 Penalty: 5912.274902
	Iteration 24Q: 3 clusters Score -1.920424e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 95806 members 
Entering Unmasked Estep 
Score: -19204616.000000 Penalty: 5912.274902
	Iteration 25Q: 3 clusters Score -1.920462e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 97641 members 
Entering Unmasked Estep 
Score: -19204856.000000 Penalty: 5912.274902
	Iteration 26Q: 3 clusters Score -1.920486e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 99439 members 
Entering Unmasked Estep 
Score: -19205098.000000 Penalty: 5912.274902
	Iteration 27Q: 3 clusters Score -1.92051e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 101206 members 
Entering Unmasked Estep 
Score: -19205312.000000 Penalty: 5912.274902
	Iteration 28Q: 3 clusters Score -1.920531e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 103058 members 
Entering Unmasked Estep 
Score: -19205584.000000 Penalty: 5912.274902
	Iteration 29Q: 3 clusters Score -1.920558e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 104976 members 
Entering Unmasked Estep 
Score: -19205844.000000 Penalty: 5912.274902
	Iteration 30Q: 3 clusters Score -1.920584e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 106878 members 
Entering Unmasked Estep 
Score: -19206042.000000 Penalty: 5912.274902
	Iteration 31Q: 3 clusters Score -1.920604e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 108849 members 
Entering Unmasked Estep 
Score: -19206360.000000 Penalty: 5912.274902
	Iteration 32Q: 3 clusters Score -1.920636e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 110804 members 
Entering Unmasked Estep 
Score: -19206716.000000 Penalty: 5912.274902
	Iteration 33Q: 3 clusters Score -1.920672e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 112790 members 
Entering Unmasked Estep 
Score: -19207012.000000 Penalty: 5912.274902
	Iteration 34Q: 3 clusters Score -1.920701e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 114775 members 
Entering Unmasked Estep 
Score: -19207358.000000 Penalty: 5912.274902
	Iteration 35Q: 3 clusters Score -1.920736e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 116777 members 
Entering Unmasked Estep 
Score: -19207718.000000 Penalty: 5912.274902
	Iteration 36Q: 3 clusters Score -1.920772e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 118748 members 
Entering Unmasked Estep 
Score: -19208254.000000 Penalty: 5912.274902
	Iteration 37Q: 3 clusters Score -1.920825e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 120705 members 
Entering Unmasked Estep 
Score: -19208654.000000 Penalty: 5912.274902
	Iteration 38Q: 3 clusters Score -1.920865e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 122613 members 
Entering Unmasked Estep 
Score: -19208942.000000 Penalty: 5912.274902
	Iteration 39Q: 3 clusters Score -1.920894e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 124394 members 
Entering Unmasked Estep 
Score: -19209428.000000 Penalty: 5912.274902
	Iteration 40F: 3 clusters Score -1.920943e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 126244 members 
Entering Unmasked Estep 
Score: -19210034.000000 Penalty: 5912.274902
	Iteration 41Q: 3 clusters Score -1.921003e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 128025 members 
Entering Unmasked Estep 
Score: -19210592.000000 Penalty: 5912.274902
	Iteration 42Q: 3 clusters Score -1.921059e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 129791 members 
Entering Unmasked Estep 
Score: -19211134.000000 Penalty: 5912.274902
	Iteration 43Q: 3 clusters Score -1.921113e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 131554 members 
Entering Unmasked Estep 
Score: -19211696.000000 Penalty: 5912.274902
	Iteration 44Q: 3 clusters Score -1.92117e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 133285 members 
Entering Unmasked Estep 
Score: -19212294.000000 Penalty: 5912.274902
	Iteration 45Q: 3 clusters Score -1.921229e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 134900 members 
Entering Unmasked Estep 
Score: -19212656.000000 Penalty: 5912.274902
	Iteration 46Q: 3 clusters Score -1.921266e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 136425 members 
Entering Unmasked Estep 
Score: -19213194.000000 Penalty: 5912.274902
	Iteration 47Q: 3 clusters Score -1.921319e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 137881 members 
Entering Unmasked Estep 
Score: -19213658.000000 Penalty: 5912.274902
	Iteration 48Q: 3 clusters Score -1.921366e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 139190 members 
Entering Unmasked Estep 
Score: -19214072.000000 Penalty: 5912.274902
	Iteration 49Q: 3 clusters Score -1.921407e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 140457 members 
Entering Unmasked Estep 
Score: -19214382.000000 Penalty: 5912.274902
	Iteration 50Q: 3 clusters Score -1.921438e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 141578 members 
Entering Unmasked Estep 
Score: -19214706.000000 Penalty: 5912.274902
	Iteration 51Q: 3 clusters Score -1.921471e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 142578 members 
Entering Unmasked Estep 
Score: -19215054.000000 Penalty: 5912.274902
	Iteration 52Q: 3 clusters Score -1.921505e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 143439 members 
Entering Unmasked Estep 
Score: -19215216.000000 Penalty: 5912.274902
	Iteration 53Q: 3 clusters Score -1.921522e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 144186 members 
Entering Unmasked Estep 
Score: -19215382.000000 Penalty: 5912.274902
	Iteration 54Q: 3 clusters Score -1.921538e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 144809 members 
Entering Unmasked Estep 
Score: -19215484.000000 Penalty: 5912.274902
	Iteration 55Q: 3 clusters Score -1.921548e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 145330 members 
Entering Unmasked Estep 
Score: -19215646.000000 Penalty: 5912.274902
	Iteration 56Q: 3 clusters Score -1.921565e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 145763 members 
Entering Unmasked Estep 
Score: -19215718.000000 Penalty: 5912.274902
	Iteration 57Q: 3 clusters Score -1.921572e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 146142 members 
Entering Unmasked Estep 
Score: -19215822.000000 Penalty: 5912.274902
	Iteration 58Q: 3 clusters Score -1.921582e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 146477 members 
Entering Unmasked Estep 
Score: -19215928.000000 Penalty: 5912.274902
	Iteration 59Q: 3 clusters Score -1.921593e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 146759 members 
Entering Unmasked Estep 
Score: -19215936.000000 Penalty: 5912.274902
	Iteration 60F: 3 clusters Score -1.921594e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 146990 members 
Entering Unmasked Estep 
Score: -19215976.000000 Penalty: 5912.274902
	Iteration 61Q: 3 clusters Score -1.921598e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 147176 members 
Entering Unmasked Estep 
Score: -19216024.000000 Penalty: 5912.274902
	Iteration 62Q: 3 clusters Score -1.921602e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 147345 members 
Entering Unmasked Estep 
Score: -19215974.000000 Penalty: 5912.274902
	Iteration 63Q: 3 clusters Score -1.921597e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 147481 members 
Entering Unmasked Estep 
Score: -19216022.000000 Penalty: 5912.274902
	Iteration 64Q: 3 clusters Score -1.921602e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 147589 members 
Entering Unmasked Estep 
Score: -19216058.000000 Penalty: 5912.274902
	Iteration 65Q: 3 clusters Score -1.921606e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 147686 members 
Entering Unmasked Estep 
Score: -19216104.000000 Penalty: 5912.274902
	Iteration 66Q: 3 clusters Score -1.92161e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 147772 members 
Entering Unmasked Estep 
Score: -19216102.000000 Penalty: 5912.274902
	Iteration 67Q: 3 clusters Score -1.92161e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 147846 members 
Entering Unmasked Estep 
Score: -19216090.000000 Penalty: 5912.274902
	Iteration 68Q: 3 clusters Score -1.921609e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 147923 members 
Entering Unmasked Estep 
Score: -19216088.000000 Penalty: 5912.274902
	Iteration 69Q: 3 clusters Score -1.921609e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 147991 members 
Entering Unmasked Estep 
Score: -19216120.000000 Penalty: 5912.274902
	Iteration 70Q: 3 clusters Score -1.921612e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 148062 members 
Entering Unmasked Estep 
Score: -19216112.000000 Penalty: 5912.274902
	Iteration 71Q: 3 clusters Score -1.921611e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 148127 members 
Entering Unmasked Estep 
Score: -19216170.000000 Penalty: 5912.274902
	Iteration 72Q: 3 clusters Score -1.921617e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 148185 members 
Entering Unmasked Estep 
Score: -19216206.000000 Penalty: 5912.274902
	Iteration 73Q: 3 clusters Score -1.921621e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 148243 members 
Entering Unmasked Estep 
Score: -19216190.000000 Penalty: 5912.274902
	Iteration 74Q: 3 clusters Score -1.921619e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 148292 members 
Entering Unmasked Estep 
Score: -19216178.000000 Penalty: 5912.274902
	Iteration 75Q: 3 clusters Score -1.921618e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 148339 members 
Entering Unmasked Estep 
Score: -19216212.000000 Penalty: 5912.274902
	Iteration 76Q: 3 clusters Score -1.921621e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 148362 members 
Entering Unmasked Estep 
Score: -19216204.000000 Penalty: 5912.274902
	Iteration 77Q: 3 clusters Score -1.92162e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 148383 members 
Entering Unmasked Estep 
Score: -19216216.000000 Penalty: 5912.274902
	Iteration 78Q: 3 clusters Score -1.921622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 148397 members 
Entering Unmasked Estep 
Score: -19216212.000000 Penalty: 5912.274902
	Iteration 79Q: 3 clusters Score -1.921621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 148413 members 
Entering Unmasked Estep 
Score: -19216206.000000 Penalty: 5912.274902
	Iteration 80F: 3 clusters Score -1.921621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 148417 members 
Entering Unmasked Estep 
Score: -19216198.000000 Penalty: 5912.274902
	Iteration 81Q: 3 clusters Score -1.92162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 148421 members 
Entering Unmasked Estep 
Score: -19216196.000000 Penalty: 5912.274902
	Iteration 82Q: 3 clusters Score -1.92162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 148425 members 
Entering Unmasked Estep 
Score: -19216198.000000 Penalty: 5912.274902
	Iteration 83Q: 3 clusters Score -1.92162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 148429 members 
Entering Unmasked Estep 
Score: -19216194.000000 Penalty: 5912.274902
	Iteration 84Q: 3 clusters Score -1.921619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 148431 members 
Entering Unmasked Estep 
Score: -19216212.000000 Penalty: 5912.274902
	Iteration 85Q: 3 clusters Score -1.921621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 148434 members 
Entering Unmasked Estep 
Score: -19216210.000000 Penalty: 5912.274902
	Iteration 86Q: 3 clusters Score -1.921621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 148437 members 
Entering Unmasked Estep 
Score: -19216206.000000 Penalty: 5912.274902
	Iteration 87Q: 3 clusters Score -1.921621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 148440 members 
Entering Unmasked Estep 
Score: -19216230.000000 Penalty: 5912.274902
	Iteration 88Q: 3 clusters Score -1.921623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 148442 members 
Entering Unmasked Estep 
Score: -19216222.000000 Penalty: 5912.274902
	Iteration 89Q: 3 clusters Score -1.921622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 148444 members 
Entering Unmasked Estep 
Score: -19216208.000000 Penalty: 5912.274902
	Iteration 90Q: 3 clusters Score -1.921621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 148447 members 
Entering Unmasked Estep 
Score: -19216206.000000 Penalty: 5912.274902
	Iteration 91Q: 3 clusters Score -1.921621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 148449 members 
Entering Unmasked Estep 
Score: -19216220.000000 Penalty: 5912.274902
	Iteration 92Q: 3 clusters Score -1.921622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 148451 members 
Entering Unmasked Estep 
Score: -19216206.000000 Penalty: 5912.274902
	Iteration 93Q: 3 clusters Score -1.921621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 148453 members 
Entering Unmasked Estep 
Score: -19216214.000000 Penalty: 5912.274902
	Iteration 94Q: 3 clusters Score -1.921621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 148453 members 
Entering Unmasked Estep 
Score: -19216208.000000 Penalty: 5912.274902
	Iteration 95Q: 3 clusters Score -1.921621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 148453 members 
Entering Unmasked Estep 
Score: -19216224.000000 Penalty: 5912.274902
	Iteration 96Q: 3 clusters Score -1.921622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 148454 members 
Entering Unmasked Estep 
Score: -19216218.000000 Penalty: 5912.274902
	Iteration 97Q: 3 clusters Score -1.921622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 148456 members 
Entering Unmasked Estep 
Score: -19216212.000000 Penalty: 5912.274902
	Iteration 98Q: 3 clusters Score -1.921621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 148456 members 
Entering Unmasked Estep 
Score: -19216218.000000 Penalty: 5912.274902
	Iteration 99Q: 3 clusters Score -1.921622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -19216224.000000 Penalty: 5912.274902
	Iteration 100F: 3 clusters Score -1.921622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Entering Unmasked Estep 
Score: -651008.500000 Penalty: 2118.484619
	Iteration 0F: 2 clusters Score -651008.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -646405.375000 Penalty: 4236.969238
	Iteration 0F: 3 clusters Score -646405.4 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -647520.750000 Penalty: 4236.969238
	Iteration 1F: 3 clusters Score -647520.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -647722.625000 Penalty: 4236.969238
	Iteration 2F: 3 clusters Score -647722.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -647841.312500 Penalty: 4236.969238
	Iteration 3Q: 3 clusters Score -647841.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -647929.000000 Penalty: 4236.969238
	Iteration 4Q: 3 clusters Score -647929 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -647993.500000 Penalty: 4236.969238
	Iteration 5Q: 3 clusters Score -647993.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -648053.437500 Penalty: 4236.969238
	Iteration 6Q: 3 clusters Score -648053.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -648100.187500 Penalty: 4236.969238
	Iteration 7Q: 3 clusters Score -648100.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -648147.625000 Penalty: 4236.969238
	Iteration 8Q: 3 clusters Score -648147.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -648179.250000 Penalty: 4236.969238
	Iteration 9Q: 3 clusters Score -648179.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -648205.125000 Penalty: 4236.969238
	Iteration 10Q: 3 clusters Score -648205.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -648227.250000 Penalty: 4236.969238
	Iteration 11Q: 3 clusters Score -648227.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -648251.250000 Penalty: 4236.969238
	Iteration 12Q: 3 clusters Score -648251.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -648275.687500 Penalty: 4236.969238
	Iteration 13Q: 3 clusters Score -648275.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -648297.687500 Penalty: 4236.969238
	Iteration 14Q: 3 clusters Score -648297.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -648317.562500 Penalty: 4236.969238
	Iteration 15Q: 3 clusters Score -648317.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -648338.187500 Penalty: 4236.969238
	Iteration 16Q: 3 clusters Score -648338.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -648362.312500 Penalty: 4236.969238
	Iteration 17Q: 3 clusters Score -648362.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -648385.000000 Penalty: 4236.969238
	Iteration 18Q: 3 clusters Score -648385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -648406.000000 Penalty: 4236.969238
	Iteration 19Q: 3 clusters Score -648406 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -648426.437500 Penalty: 4236.969238
	Iteration 20F: 3 clusters Score -648426.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -648444.750000 Penalty: 4236.969238
	Iteration 21Q: 3 clusters Score -648444.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -648456.437500 Penalty: 4236.969238
	Iteration 22Q: 3 clusters Score -648456.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -648465.312500 Penalty: 4236.969238
	Iteration 23Q: 3 clusters Score -648465.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -648474.250000 Penalty: 4236.969238
	Iteration 24Q: 3 clusters Score -648474.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -648486.375000 Penalty: 4236.969238
	Iteration 25Q: 3 clusters Score -648486.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -648494.500000 Penalty: 4236.969238
	Iteration 26Q: 3 clusters Score -648494.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -648507.500000 Penalty: 4236.969238
	Iteration 27Q: 3 clusters Score -648507.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -648523.812500 Penalty: 4236.969238
	Iteration 28Q: 3 clusters Score -648523.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -648540.312500 Penalty: 4236.969238
	Iteration 29Q: 3 clusters Score -648540.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -648563.812500 Penalty: 4236.969238
	Iteration 30Q: 3 clusters Score -648563.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -648575.250000 Penalty: 4236.969238
	Iteration 31Q: 3 clusters Score -648575.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -648586.875000 Penalty: 4236.969238
	Iteration 32Q: 3 clusters Score -648586.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -648603.687500 Penalty: 4236.969238
	Iteration 33Q: 3 clusters Score -648603.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -648619.312500 Penalty: 4236.969238
	Iteration 34Q: 3 clusters Score -648619.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -648640.000000 Penalty: 4236.969238
	Iteration 35Q: 3 clusters Score -648640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -648659.437500 Penalty: 4236.969238
	Iteration 36Q: 3 clusters Score -648659.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -648680.000000 Penalty: 4236.969238
	Iteration 37Q: 3 clusters Score -648680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -648700.500000 Penalty: 4236.969238
	Iteration 38Q: 3 clusters Score -648700.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -648718.750000 Penalty: 4236.969238
	Iteration 39Q: 3 clusters Score -648718.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -648734.062500 Penalty: 4236.969238
	Iteration 40F: 3 clusters Score -648734.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -648746.562500 Penalty: 4236.969238
	Iteration 41Q: 3 clusters Score -648746.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -648754.375000 Penalty: 4236.969238
	Iteration 42Q: 3 clusters Score -648754.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -648764.312500 Penalty: 4236.969238
	Iteration 43Q: 3 clusters Score -648764.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -648772.500000 Penalty: 4236.969238
	Iteration 44Q: 3 clusters Score -648772.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -648779.625000 Penalty: 4236.969238
	Iteration 45Q: 3 clusters Score -648779.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -648787.562500 Penalty: 4236.969238
	Iteration 46Q: 3 clusters Score -648787.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -648793.625000 Penalty: 4236.969238
	Iteration 47Q: 3 clusters Score -648793.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -648798.187500 Penalty: 4236.969238
	Iteration 48Q: 3 clusters Score -648798.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -648800.500000 Penalty: 4236.969238
	Iteration 49Q: 3 clusters Score -648800.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -648804.562500 Penalty: 4236.969238
	Iteration 50Q: 3 clusters Score -648804.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -648811.062500 Penalty: 4236.969238
	Iteration 51Q: 3 clusters Score -648811.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -648815.875000 Penalty: 4236.969238
	Iteration 52Q: 3 clusters Score -648815.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -648820.750000 Penalty: 4236.969238
	Iteration 53Q: 3 clusters Score -648820.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -648823.062500 Penalty: 4236.969238
	Iteration 54Q: 3 clusters Score -648823.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -648823.187500 Penalty: 4236.969238
	Iteration 55Q: 3 clusters Score -648823.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -648824.750000 Penalty: 4236.969238
	Iteration 56Q: 3 clusters Score -648824.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -648826.125000 Penalty: 4236.969238
	Iteration 57Q: 3 clusters Score -648826.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -648827.437500 Penalty: 4236.969238
	Iteration 58Q: 3 clusters Score -648827.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -648829.875000 Penalty: 4236.969238
	Iteration 59Q: 3 clusters Score -648829.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -648833.062500 Penalty: 4236.969238
	Iteration 60F: 3 clusters Score -648833.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -648836.125000 Penalty: 4236.969238
	Iteration 61Q: 3 clusters Score -648836.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -648839.437500 Penalty: 4236.969238
	Iteration 62Q: 3 clusters Score -648839.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -648840.562500 Penalty: 4236.969238
	Iteration 63Q: 3 clusters Score -648840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -648840.812500 Penalty: 4236.969238
	Iteration 64Q: 3 clusters Score -648840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -648843.562500 Penalty: 4236.969238
	Iteration 65Q: 3 clusters Score -648843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -648843.062500 Penalty: 4236.969238
	Iteration 66Q: 3 clusters Score -648843.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -648845.625000 Penalty: 4236.969238
	Iteration 67Q: 3 clusters Score -648845.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -648846.750000 Penalty: 4236.969238
	Iteration 68Q: 3 clusters Score -648846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -648847.312500 Penalty: 4236.969238
	Iteration 69Q: 3 clusters Score -648847.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -648848.312500 Penalty: 4236.969238
	Iteration 70Q: 3 clusters Score -648848.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -648848.312500 Penalty: 4236.969238
	Iteration 71F: 3 clusters Score -648848.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -25558.970703 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -25558.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24322.951172 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -24322.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24539.679688 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -24539.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24703.414062 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -24703.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24758.712891 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -24758.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24775.871094 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -24775.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24775.871094 Penalty: 2789.512695
	Iteration 5F: 3 clusters Score -24775.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (170736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170736 members 
Entering Unmasked Estep 
Score: -21728874.000000 Penalty: 2987.872559
	Iteration 0F: 2 clusters Score -2.172887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85393 members 
Mstep: Class 2 contains 85343 members 
Entering Unmasked Estep 
Score: -21618324.000000 Penalty: 5975.745117
	Iteration 0F: 3 clusters Score -2.161832e+07 nChanged 81766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84167 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
Score: -21665148.000000 Penalty: 5975.745117
	Iteration 1F: 3 clusters Score -2.166515e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83300 members 
Mstep: Class 2 contains 87436 members 
Entering Unmasked Estep 
Score: -21666066.000000 Penalty: 5975.745117
	Iteration 2Q: 3 clusters Score -2.166607e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 88885 members 
Entering Unmasked Estep 
Score: -21667084.000000 Penalty: 5975.745117
	Iteration 3Q: 3 clusters Score -2.166708e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 91292 members 
Entering Unmasked Estep 
Score: -21668460.000000 Penalty: 5975.745117
	Iteration 4Q: 3 clusters Score -2.166846e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 94796 members 
Entering Unmasked Estep 
Score: -21670686.000000 Penalty: 5975.745117
	Iteration 5Q: 3 clusters Score -2.167069e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70965 members 
Mstep: Class 2 contains 99771 members 
Entering Unmasked Estep 
Score: -21673640.000000 Penalty: 5975.745117
	Iteration 6Q: 3 clusters Score -2.167364e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 106462 members 
Entering Unmasked Estep 
Score: -21678124.000000 Penalty: 5975.745117
	Iteration 7F: 3 clusters Score -2.167812e+07 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 114952 members 
Entering Unmasked Estep 
Score: -21684578.000000 Penalty: 5975.745117
	Iteration 8F: 3 clusters Score -2.168458e+07 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 124471 members 
Entering Unmasked Estep 
Score: -21692426.000000 Penalty: 5975.745117
	Iteration 9F: 3 clusters Score -2.169243e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 133789 members 
Entering Unmasked Estep 
Score: -21700694.000000 Penalty: 5975.745117
	Iteration 10F: 3 clusters Score -2.170069e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 141761 members 
Entering Unmasked Estep 
Score: -21707970.000000 Penalty: 5975.745117
	Iteration 11F: 3 clusters Score -2.170797e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 147993 members 
Entering Unmasked Estep 
Score: -21713424.000000 Penalty: 5975.745117
	Iteration 12Q: 3 clusters Score -2.171342e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 152763 members 
Entering Unmasked Estep 
Score: -21717094.000000 Penalty: 5975.745117
	Iteration 13Q: 3 clusters Score -2.171709e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 156461 members 
Entering Unmasked Estep 
Score: -21719642.000000 Penalty: 5975.745117
	Iteration 14Q: 3 clusters Score -2.171964e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 159651 members 
Entering Unmasked Estep 
Score: -21721506.000000 Penalty: 5975.745117
	Iteration 15Q: 3 clusters Score -2.172151e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 162189 members 
Entering Unmasked Estep 
Score: -21722900.000000 Penalty: 5975.745117
	Iteration 16Q: 3 clusters Score -2.17229e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 164203 members 
Entering Unmasked Estep 
Score: -21723948.000000 Penalty: 5975.745117
	Iteration 17Q: 3 clusters Score -2.172395e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 165710 members 
Entering Unmasked Estep 
Score: -21724690.000000 Penalty: 5975.745117
	Iteration 18Q: 3 clusters Score -2.172469e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 166882 members 
Entering Unmasked Estep 
Score: -21725248.000000 Penalty: 5975.745117
	Iteration 19Q: 3 clusters Score -2.172525e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 167734 members 
Entering Unmasked Estep 
Score: -21725656.000000 Penalty: 5975.745117
	Iteration 20F: 3 clusters Score -2.172566e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 168369 members 
Entering Unmasked Estep 
Score: -21725960.000000 Penalty: 5975.745117
	Iteration 21Q: 3 clusters Score -2.172596e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 168841 members 
Entering Unmasked Estep 
Score: -21726136.000000 Penalty: 5975.745117
	Iteration 22Q: 3 clusters Score -2.172614e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 169166 members 
Entering Unmasked Estep 
Score: -21726256.000000 Penalty: 5975.745117
	Iteration 23Q: 3 clusters Score -2.172626e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 169405 members 
Entering Unmasked Estep 
Score: -21726282.000000 Penalty: 5975.745117
	Iteration 24Q: 3 clusters Score -2.172628e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 169580 members 
Entering Unmasked Estep 
Score: -21726274.000000 Penalty: 5975.745117
	Iteration 25Q: 3 clusters Score -2.172627e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 169701 members 
Entering Unmasked Estep 
Score: -21726326.000000 Penalty: 5975.745117
	Iteration 26Q: 3 clusters Score -2.172633e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 169793 members 
Entering Unmasked Estep 
Score: -21726356.000000 Penalty: 5975.745117
	Iteration 27Q: 3 clusters Score -2.172636e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 169878 members 
Entering Unmasked Estep 
Score: -21726372.000000 Penalty: 5975.745117
	Iteration 28Q: 3 clusters Score -2.172637e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 169927 members 
Entering Unmasked Estep 
Score: -21726406.000000 Penalty: 5975.745117
	Iteration 29Q: 3 clusters Score -2.172641e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 169967 members 
Entering Unmasked Estep 
Score: -21726404.000000 Penalty: 5975.745117
	Iteration 30Q: 3 clusters Score -2.17264e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 169990 members 
Entering Unmasked Estep 
Score: -21726414.000000 Penalty: 5975.745117
	Iteration 31Q: 3 clusters Score -2.172641e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 170006 members 
Entering Unmasked Estep 
Score: -21726410.000000 Penalty: 5975.745117
	Iteration 32Q: 3 clusters Score -2.172641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 170016 members 
Entering Unmasked Estep 
Score: -21726418.000000 Penalty: 5975.745117
	Iteration 33Q: 3 clusters Score -2.172642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 170025 members 
Entering Unmasked Estep 
Score: -21726426.000000 Penalty: 5975.745117
	Iteration 34Q: 3 clusters Score -2.172643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 170034 members 
Entering Unmasked Estep 
Score: -21726440.000000 Penalty: 5975.745117
	Iteration 35Q: 3 clusters Score -2.172644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 170044 members 
Entering Unmasked Estep 
Score: -21726432.000000 Penalty: 5975.745117
	Iteration 36Q: 3 clusters Score -2.172643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 170051 members 
Entering Unmasked Estep 
Score: -21726448.000000 Penalty: 5975.745117
	Iteration 37Q: 3 clusters Score -2.172645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 170058 members 
Entering Unmasked Estep 
Score: -21726442.000000 Penalty: 5975.745117
	Iteration 38Q: 3 clusters Score -2.172644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 170063 members 
Entering Unmasked Estep 
Score: -21726458.000000 Penalty: 5975.745117
	Iteration 39Q: 3 clusters Score -2.172646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 170069 members 
Entering Unmasked Estep 
Score: -21726462.000000 Penalty: 5975.745117
	Iteration 40F: 3 clusters Score -2.172646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 170081 members 
Entering Unmasked Estep 
Score: -21726446.000000 Penalty: 5975.745117
	Iteration 41Q: 3 clusters Score -2.172645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 170087 members 
Entering Unmasked Estep 
Score: -21726450.000000 Penalty: 5975.745117
	Iteration 42Q: 3 clusters Score -2.172645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 170091 members 
Entering Unmasked Estep 
Score: -21726468.000000 Penalty: 5975.745117
	Iteration 43Q: 3 clusters Score -2.172647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 170094 members 
Entering Unmasked Estep 
Score: -21726452.000000 Penalty: 5975.745117
	Iteration 44Q: 3 clusters Score -2.172645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 170099 members 
Entering Unmasked Estep 
Score: -21726456.000000 Penalty: 5975.745117
	Iteration 45Q: 3 clusters Score -2.172646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 170103 members 
Entering Unmasked Estep 
Score: -21726452.000000 Penalty: 5975.745117
	Iteration 46Q: 3 clusters Score -2.172645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 170110 members 
Entering Unmasked Estep 
Score: -21726464.000000 Penalty: 5975.745117
	Iteration 47Q: 3 clusters Score -2.172646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 170118 members 
Entering Unmasked Estep 
Score: -21726470.000000 Penalty: 5975.745117
	Iteration 48Q: 3 clusters Score -2.172647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 170125 members 
Entering Unmasked Estep 
Score: -21726502.000000 Penalty: 5975.745117
	Iteration 49Q: 3 clusters Score -2.17265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 170130 members 
Entering Unmasked Estep 
Score: -21726476.000000 Penalty: 5975.745117
	Iteration 50Q: 3 clusters Score -2.172648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 170137 members 
Entering Unmasked Estep 
Score: -21726484.000000 Penalty: 5975.745117
	Iteration 51Q: 3 clusters Score -2.172648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 170138 members 
Entering Unmasked Estep 
Score: -21726498.000000 Penalty: 5975.745117
	Iteration 52Q: 3 clusters Score -2.17265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 170139 members 
Entering Unmasked Estep 
Score: -21726498.000000 Penalty: 5975.745117
	Iteration 53Q: 3 clusters Score -2.17265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 170144 members 
Entering Unmasked Estep 
Score: -21726500.000000 Penalty: 5975.745117
	Iteration 54Q: 3 clusters Score -2.17265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 170147 members 
Entering Unmasked Estep 
Score: -21726498.000000 Penalty: 5975.745117
	Iteration 55Q: 3 clusters Score -2.17265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 170148 members 
Entering Unmasked Estep 
Score: -21726486.000000 Penalty: 5975.745117
	Iteration 56Q: 3 clusters Score -2.172649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 170153 members 
Entering Unmasked Estep 
Score: -21726514.000000 Penalty: 5975.745117
	Iteration 57Q: 3 clusters Score -2.172651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 170161 members 
Entering Unmasked Estep 
Score: -21726490.000000 Penalty: 5975.745117
	Iteration 58Q: 3 clusters Score -2.172649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 170163 members 
Entering Unmasked Estep 
Score: -21726506.000000 Penalty: 5975.745117
	Iteration 59Q: 3 clusters Score -2.172651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 170163 members 
Entering Unmasked Estep 
Score: -21726506.000000 Penalty: 5975.745117
	Iteration 60F: 3 clusters Score -2.172651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -39970.726562 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -39970.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38627.484375 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -38627.48 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38790.613281 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -38790.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38885.367188 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -38885.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38980.519531 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -38980.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39097.527344 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -39097.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39327.257812 Penalty: 2965.527344
	Iteration 5F: 3 clusters Score -39327.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39558.531250 Penalty: 2965.527344
	Iteration 6F: 3 clusters Score -39558.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -39625.238281 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -39625.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39663.429688 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -39663.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39699.589844 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -39699.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39727.824219 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -39727.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -39733.164062 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -39733.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39737.812500 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -39737.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39737.812500 Penalty: 2965.527344
	Iteration 13F: 3 clusters Score -39737.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Entering Unmasked Estep 
Score: -496502.000000 Penalty: 2065.814941
	Iteration 0F: 2 clusters Score -496502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -492477.406250 Penalty: 4131.629883
	Iteration 0F: 3 clusters Score -492477.4 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -493443.843750 Penalty: 4131.629883
	Iteration 1F: 3 clusters Score -493443.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -493761.625000 Penalty: 4131.629883
	Iteration 2F: 3 clusters Score -493761.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -493991.875000 Penalty: 4131.629883
	Iteration 3F: 3 clusters Score -493991.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -494180.468750 Penalty: 4131.629883
	Iteration 4F: 3 clusters Score -494180.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -494352.218750 Penalty: 4131.629883
	Iteration 5Q: 3 clusters Score -494352.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -494506.843750 Penalty: 4131.629883
	Iteration 6F: 3 clusters Score -494506.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -494630.125000 Penalty: 4131.629883
	Iteration 7Q: 3 clusters Score -494630.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -494738.187500 Penalty: 4131.629883
	Iteration 8Q: 3 clusters Score -494738.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -494831.500000 Penalty: 4131.629883
	Iteration 9Q: 3 clusters Score -494831.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -494907.125000 Penalty: 4131.629883
	Iteration 10Q: 3 clusters Score -494907.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -494968.875000 Penalty: 4131.629883
	Iteration 11Q: 3 clusters Score -494968.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -495015.375000 Penalty: 4131.629883
	Iteration 12Q: 3 clusters Score -495015.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -495054.062500 Penalty: 4131.629883
	Iteration 13Q: 3 clusters Score -495054.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -495090.125000 Penalty: 4131.629883
	Iteration 14Q: 3 clusters Score -495090.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -495115.500000 Penalty: 4131.629883
	Iteration 15Q: 3 clusters Score -495115.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -495134.718750 Penalty: 4131.629883
	Iteration 16Q: 3 clusters Score -495134.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -495148.062500 Penalty: 4131.629883
	Iteration 17Q: 3 clusters Score -495148.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -495166.500000 Penalty: 4131.629883
	Iteration 18Q: 3 clusters Score -495166.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -495177.375000 Penalty: 4131.629883
	Iteration 19Q: 3 clusters Score -495177.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -495183.281250 Penalty: 4131.629883
	Iteration 20F: 3 clusters Score -495183.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -495189.343750 Penalty: 4131.629883
	Iteration 21Q: 3 clusters Score -495189.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -495194.000000 Penalty: 4131.629883
	Iteration 22Q: 3 clusters Score -495194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -495197.750000 Penalty: 4131.629883
	Iteration 23Q: 3 clusters Score -495197.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -495199.562500 Penalty: 4131.629883
	Iteration 24Q: 3 clusters Score -495199.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -495201.031250 Penalty: 4131.629883
	Iteration 25Q: 3 clusters Score -495201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -495202.531250 Penalty: 4131.629883
	Iteration 26Q: 3 clusters Score -495202.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -495207.187500 Penalty: 4131.629883
	Iteration 27Q: 3 clusters Score -495207.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -495212.218750 Penalty: 4131.629883
	Iteration 28Q: 3 clusters Score -495212.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -495217.156250 Penalty: 4131.629883
	Iteration 29Q: 3 clusters Score -495217.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -495223.000000 Penalty: 4131.629883
	Iteration 30Q: 3 clusters Score -495223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -495225.875000 Penalty: 4131.629883
	Iteration 31Q: 3 clusters Score -495225.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -495228.468750 Penalty: 4131.629883
	Iteration 32Q: 3 clusters Score -495228.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -495232.875000 Penalty: 4131.629883
	Iteration 33Q: 3 clusters Score -495232.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -495236.343750 Penalty: 4131.629883
	Iteration 34Q: 3 clusters Score -495236.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -495235.031250 Penalty: 4131.629883
	Iteration 35Q: 3 clusters Score -495235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -495236.875000 Penalty: 4131.629883
	Iteration 36Q: 3 clusters Score -495236.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -495236.500000 Penalty: 4131.629883
	Iteration 37Q: 3 clusters Score -495236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -495238.906250 Penalty: 4131.629883
	Iteration 38Q: 3 clusters Score -495238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -495241.625000 Penalty: 4131.629883
	Iteration 39Q: 3 clusters Score -495241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -495242.625000 Penalty: 4131.629883
	Iteration 40F: 3 clusters Score -495242.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -495244.000000 Penalty: 4131.629883
	Iteration 41Q: 3 clusters Score -495244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -495244.968750 Penalty: 4131.629883
	Iteration 42Q: 3 clusters Score -495245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -495245.750000 Penalty: 4131.629883
	Iteration 43Q: 3 clusters Score -495245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -495245.656250 Penalty: 4131.629883
	Iteration 44Q: 3 clusters Score -495245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -495246.468750 Penalty: 4131.629883
	Iteration 45Q: 3 clusters Score -495246.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -495246.468750 Penalty: 4131.629883
	Iteration 46F: 3 clusters Score -495246.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -48683.855469 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -48683.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47236.933594 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -47236.93 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47462.292969 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -47462.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47605.484375 Penalty: 3042.165527
	Iteration 2F: 3 clusters Score -47605.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47654.882812 Penalty: 3042.165527
	Iteration 3Q: 3 clusters Score -47654.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47707.195312 Penalty: 3042.165527
	Iteration 4Q: 3 clusters Score -47707.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47742.058594 Penalty: 3042.165527
	Iteration 5Q: 3 clusters Score -47742.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47838.164062 Penalty: 3042.165527
	Iteration 6Q: 3 clusters Score -47838.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47910.125000 Penalty: 3042.165527
	Iteration 7Q: 3 clusters Score -47910.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47995.222656 Penalty: 3042.165527
	Iteration 8Q: 3 clusters Score -47995.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48122.960938 Penalty: 3042.165527
	Iteration 9Q: 3 clusters Score -48122.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48232.925781 Penalty: 3042.165527
	Iteration 10Q: 3 clusters Score -48232.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48248.328125 Penalty: 3042.165527
	Iteration 11Q: 3 clusters Score -48248.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48260.945312 Penalty: 3042.165527
	Iteration 12Q: 3 clusters Score -48260.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48275.980469 Penalty: 3042.165527
	Iteration 13Q: 3 clusters Score -48275.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48279.269531 Penalty: 3042.165527
	Iteration 14Q: 3 clusters Score -48279.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48279.269531 Penalty: 3042.165527
	Iteration 15F: 3 clusters Score -48279.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Entering Unmasked Estep 
Score: -678846.875000 Penalty: 2129.413818
	Iteration 0F: 2 clusters Score -678846.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -674085.000000 Penalty: 4258.827637
	Iteration 0F: 3 clusters Score -674085 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -675256.437500 Penalty: 4258.827637
	Iteration 1F: 3 clusters Score -675256.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -675507.000000 Penalty: 4258.827637
	Iteration 2F: 3 clusters Score -675507 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -675712.812500 Penalty: 4258.827637
	Iteration 3F: 3 clusters Score -675712.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -675896.687500 Penalty: 4258.827637
	Iteration 4Q: 3 clusters Score -675896.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -676109.500000 Penalty: 4258.827637
	Iteration 5Q: 3 clusters Score -676109.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -676324.312500 Penalty: 4258.827637
	Iteration 6Q: 3 clusters Score -676324.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -676510.250000 Penalty: 4258.827637
	Iteration 7Q: 3 clusters Score -676510.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -676694.312500 Penalty: 4258.827637
	Iteration 8Q: 3 clusters Score -676694.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -676848.312500 Penalty: 4258.827637
	Iteration 9Q: 3 clusters Score -676848.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -677000.187500 Penalty: 4258.827637
	Iteration 10Q: 3 clusters Score -677000.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -677099.750000 Penalty: 4258.827637
	Iteration 11Q: 3 clusters Score -677099.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -677160.312500 Penalty: 4258.827637
	Iteration 12Q: 3 clusters Score -677160.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -677206.312500 Penalty: 4258.827637
	Iteration 13Q: 3 clusters Score -677206.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -677230.187500 Penalty: 4258.827637
	Iteration 14Q: 3 clusters Score -677230.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -677244.437500 Penalty: 4258.827637
	Iteration 15Q: 3 clusters Score -677244.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -677257.500000 Penalty: 4258.827637
	Iteration 16Q: 3 clusters Score -677257.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -677266.312500 Penalty: 4258.827637
	Iteration 17Q: 3 clusters Score -677266.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -677271.062500 Penalty: 4258.827637
	Iteration 18Q: 3 clusters Score -677271.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -677275.375000 Penalty: 4258.827637
	Iteration 19Q: 3 clusters Score -677275.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -677278.625000 Penalty: 4258.827637
	Iteration 20F: 3 clusters Score -677278.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -677285.750000 Penalty: 4258.827637
	Iteration 21Q: 3 clusters Score -677285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -677285.062500 Penalty: 4258.827637
	Iteration 22Q: 3 clusters Score -677285.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -677287.062500 Penalty: 4258.827637
	Iteration 23Q: 3 clusters Score -677287.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -677291.125000 Penalty: 4258.827637
	Iteration 24Q: 3 clusters Score -677291.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -677296.375000 Penalty: 4258.827637
	Iteration 25Q: 3 clusters Score -677296.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -677301.437500 Penalty: 4258.827637
	Iteration 26Q: 3 clusters Score -677301.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -677305.937500 Penalty: 4258.827637
	Iteration 27Q: 3 clusters Score -677305.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -677310.875000 Penalty: 4258.827637
	Iteration 28Q: 3 clusters Score -677310.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -677312.062500 Penalty: 4258.827637
	Iteration 29Q: 3 clusters Score -677312.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -677317.312500 Penalty: 4258.827637
	Iteration 30Q: 3 clusters Score -677317.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -677318.625000 Penalty: 4258.827637
	Iteration 31Q: 3 clusters Score -677318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -677321.687500 Penalty: 4258.827637
	Iteration 32Q: 3 clusters Score -677321.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -677324.687500 Penalty: 4258.827637
	Iteration 33Q: 3 clusters Score -677324.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -677328.937500 Penalty: 4258.827637
	Iteration 34Q: 3 clusters Score -677328.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -677331.812500 Penalty: 4258.827637
	Iteration 35Q: 3 clusters Score -677331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -677334.125000 Penalty: 4258.827637
	Iteration 36Q: 3 clusters Score -677334.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -677337.312500 Penalty: 4258.827637
	Iteration 37Q: 3 clusters Score -677337.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -677336.875000 Penalty: 4258.827637
	Iteration 38Q: 3 clusters Score -677336.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -677336.875000 Penalty: 4258.827637
	Iteration 39F: 3 clusters Score -677336.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (155514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155514 members 
Entering Unmasked Estep 
Score: -19937994.000000 Penalty: 2964.713623
	Iteration 0F: 2 clusters Score -1.993799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 77621 members 
Entering Unmasked Estep 
Score: -19836710.000000 Penalty: 5929.427246
	Iteration 0F: 3 clusters Score -1.983671e+07 nChanged 74069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 75598 members 
Entering Unmasked Estep 
Score: -19879632.000000 Penalty: 5929.427246
	Iteration 1F: 3 clusters Score -1.987963e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80968 members 
Mstep: Class 2 contains 74546 members 
Entering Unmasked Estep 
Score: -19880568.000000 Penalty: 5929.427246
	Iteration 2Q: 3 clusters Score -1.988057e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82603 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -19881436.000000 Penalty: 5929.427246
	Iteration 3Q: 3 clusters Score -1.988144e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85137 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -19882518.000000 Penalty: 5929.427246
	Iteration 4Q: 3 clusters Score -1.988252e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88948 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -19884158.000000 Penalty: 5929.427246
	Iteration 5Q: 3 clusters Score -1.988416e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94575 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
Score: -19887388.000000 Penalty: 5929.427246
	Iteration 6Q: 3 clusters Score -1.988739e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102312 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -19892562.000000 Penalty: 5929.427246
	Iteration 7F: 3 clusters Score -1.989256e+07 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111945 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -19900308.000000 Penalty: 5929.427246
	Iteration 8F: 3 clusters Score -1.990031e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122299 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -19909582.000000 Penalty: 5929.427246
	Iteration 9F: 3 clusters Score -1.990958e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131660 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -19918290.000000 Penalty: 5929.427246
	Iteration 10F: 3 clusters Score -1.991829e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138802 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -19924664.000000 Penalty: 5929.427246
	Iteration 11Q: 3 clusters Score -1.992466e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144052 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -19928946.000000 Penalty: 5929.427246
	Iteration 12Q: 3 clusters Score -1.992895e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147954 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -19931750.000000 Penalty: 5929.427246
	Iteration 13Q: 3 clusters Score -1.993175e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150644 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -19933470.000000 Penalty: 5929.427246
	Iteration 14Q: 3 clusters Score -1.993347e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152358 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -19934258.000000 Penalty: 5929.427246
	Iteration 15Q: 3 clusters Score -1.993426e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153361 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -19934782.000000 Penalty: 5929.427246
	Iteration 16Q: 3 clusters Score -1.993478e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153964 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -19935124.000000 Penalty: 5929.427246
	Iteration 17Q: 3 clusters Score -1.993512e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154295 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -19935266.000000 Penalty: 5929.427246
	Iteration 18Q: 3 clusters Score -1.993527e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154494 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -19935366.000000 Penalty: 5929.427246
	Iteration 19Q: 3 clusters Score -1.993537e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154604 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -19935456.000000 Penalty: 5929.427246
	Iteration 20F: 3 clusters Score -1.993546e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154685 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -19935504.000000 Penalty: 5929.427246
	Iteration 21Q: 3 clusters Score -1.99355e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154756 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -19935530.000000 Penalty: 5929.427246
	Iteration 22Q: 3 clusters Score -1.993553e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154793 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -19935560.000000 Penalty: 5929.427246
	Iteration 23Q: 3 clusters Score -1.993556e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154828 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -19935592.000000 Penalty: 5929.427246
	Iteration 24Q: 3 clusters Score -1.993559e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154864 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -19935608.000000 Penalty: 5929.427246
	Iteration 25Q: 3 clusters Score -1.993561e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154887 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -19935636.000000 Penalty: 5929.427246
	Iteration 26Q: 3 clusters Score -1.993564e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154911 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -19935662.000000 Penalty: 5929.427246
	Iteration 27Q: 3 clusters Score -1.993566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154920 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -19935664.000000 Penalty: 5929.427246
	Iteration 28Q: 3 clusters Score -1.993566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154932 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -19935668.000000 Penalty: 5929.427246
	Iteration 29Q: 3 clusters Score -1.993567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154944 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -19935666.000000 Penalty: 5929.427246
	Iteration 30Q: 3 clusters Score -1.993567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154949 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -19935676.000000 Penalty: 5929.427246
	Iteration 31Q: 3 clusters Score -1.993568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154953 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -19935672.000000 Penalty: 5929.427246
	Iteration 32Q: 3 clusters Score -1.993567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -19935678.000000 Penalty: 5929.427246
	Iteration 33Q: 3 clusters Score -1.993568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -19935678.000000 Penalty: 5929.427246
	Iteration 34F: 3 clusters Score -1.993568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Entering Unmasked Estep 
Score: -9275548.000000 Penalty: 2777.584961
	Iteration 0F: 2 clusters Score -9275548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -9226766.000000 Penalty: 5555.169922
	Iteration 0F: 3 clusters Score -9226766 nChanged 34092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -9246054.000000 Penalty: 5555.169922
	Iteration 1F: 3 clusters Score -9246054 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -9247051.000000 Penalty: 5555.169922
	Iteration 2Q: 3 clusters Score -9247051 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -9248338.000000 Penalty: 5555.169922
	Iteration 3Q: 3 clusters Score -9248338 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -9250179.000000 Penalty: 5555.169922
	Iteration 4Q: 3 clusters Score -9250179 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -9252581.000000 Penalty: 5555.169922
	Iteration 5F: 3 clusters Score -9252581 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -9255522.000000 Penalty: 5555.169922
	Iteration 6F: 3 clusters Score -9255522 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -9259025.000000 Penalty: 5555.169922
	Iteration 7F: 3 clusters Score -9259025 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -9262509.000000 Penalty: 5555.169922
	Iteration 8F: 3 clusters Score -9262509 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -9265373.000000 Penalty: 5555.169922
	Iteration 9F: 3 clusters Score -9265373 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -9267125.000000 Penalty: 5555.169922
	Iteration 10Q: 3 clusters Score -9267125 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -9267858.000000 Penalty: 5555.169922
	Iteration 11Q: 3 clusters Score -9267858 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -9268310.000000 Penalty: 5555.169922
	Iteration 12Q: 3 clusters Score -9268310 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -9268582.000000 Penalty: 5555.169922
	Iteration 13Q: 3 clusters Score -9268582 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -9268746.000000 Penalty: 5555.169922
	Iteration 14Q: 3 clusters Score -9268746 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -9268926.000000 Penalty: 5555.169922
	Iteration 15Q: 3 clusters Score -9268926 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -9269071.000000 Penalty: 5555.169922
	Iteration 16Q: 3 clusters Score -9269071 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -9269170.000000 Penalty: 5555.169922
	Iteration 17Q: 3 clusters Score -9269170 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -9269269.000000 Penalty: 5555.169922
	Iteration 18Q: 3 clusters Score -9269269 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -9269348.000000 Penalty: 5555.169922
	Iteration 19Q: 3 clusters Score -9269348 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -9269343.000000 Penalty: 5555.169922
	Iteration 20F: 3 clusters Score -9269343 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -9269414.000000 Penalty: 5555.169922
	Iteration 21Q: 3 clusters Score -9269414 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -9269434.000000 Penalty: 5555.169922
	Iteration 22Q: 3 clusters Score -9269434 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -9269455.000000 Penalty: 5555.169922
	Iteration 23Q: 3 clusters Score -9269455 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -9269481.000000 Penalty: 5555.169922
	Iteration 24Q: 3 clusters Score -9269481 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -9269489.000000 Penalty: 5555.169922
	Iteration 25Q: 3 clusters Score -9269489 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -9269539.000000 Penalty: 5555.169922
	Iteration 26Q: 3 clusters Score -9269539 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -9269539.000000 Penalty: 5555.169922
	Iteration 27Q: 3 clusters Score -9269539 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -9269540.000000 Penalty: 5555.169922
	Iteration 28Q: 3 clusters Score -9269540 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -9269567.000000 Penalty: 5555.169922
	Iteration 29Q: 3 clusters Score -9269567 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -9269551.000000 Penalty: 5555.169922
	Iteration 30Q: 3 clusters Score -9269551 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -9269579.000000 Penalty: 5555.169922
	Iteration 31Q: 3 clusters Score -9269579 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -9269593.000000 Penalty: 5555.169922
	Iteration 32Q: 3 clusters Score -9269593 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -9269625.000000 Penalty: 5555.169922
	Iteration 33Q: 3 clusters Score -9269625 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -9269621.000000 Penalty: 5555.169922
	Iteration 34Q: 3 clusters Score -9269621 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -9269633.000000 Penalty: 5555.169922
	Iteration 35Q: 3 clusters Score -9269633 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -9269674.000000 Penalty: 5555.169922
	Iteration 36Q: 3 clusters Score -9269674 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -9269654.000000 Penalty: 5555.169922
	Iteration 37Q: 3 clusters Score -9269654 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -9269672.000000 Penalty: 5555.169922
	Iteration 38Q: 3 clusters Score -9269672 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -9269693.000000 Penalty: 5555.169922
	Iteration 39Q: 3 clusters Score -9269693 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -9269698.000000 Penalty: 5555.169922
	Iteration 40F: 3 clusters Score -9269698 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -9269703.000000 Penalty: 5555.169922
	Iteration 41Q: 3 clusters Score -9269703 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -9269726.000000 Penalty: 5555.169922
	Iteration 42Q: 3 clusters Score -9269726 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -9269715.000000 Penalty: 5555.169922
	Iteration 43Q: 3 clusters Score -9269715 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -9269727.000000 Penalty: 5555.169922
	Iteration 44Q: 3 clusters Score -9269727 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -9269745.000000 Penalty: 5555.169922
	Iteration 45Q: 3 clusters Score -9269745 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -9269755.000000 Penalty: 5555.169922
	Iteration 46Q: 3 clusters Score -9269755 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -9269760.000000 Penalty: 5555.169922
	Iteration 47Q: 3 clusters Score -9269760 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -9269768.000000 Penalty: 5555.169922
	Iteration 48Q: 3 clusters Score -9269768 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -9269777.000000 Penalty: 5555.169922
	Iteration 49Q: 3 clusters Score -9269777 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -9269793.000000 Penalty: 5555.169922
	Iteration 50Q: 3 clusters Score -9269793 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -9269824.000000 Penalty: 5555.169922
	Iteration 51Q: 3 clusters Score -9269824 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -9269817.000000 Penalty: 5555.169922
	Iteration 52Q: 3 clusters Score -9269817 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -9269865.000000 Penalty: 5555.169922
	Iteration 53Q: 3 clusters Score -9269865 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -9269852.000000 Penalty: 5555.169922
	Iteration 54Q: 3 clusters Score -9269852 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -9269858.000000 Penalty: 5555.169922
	Iteration 55Q: 3 clusters Score -9269858 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -9269871.000000 Penalty: 5555.169922
	Iteration 56Q: 3 clusters Score -9269871 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -9269886.000000 Penalty: 5555.169922
	Iteration 57Q: 3 clusters Score -9269886 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -9269877.000000 Penalty: 5555.169922
	Iteration 58Q: 3 clusters Score -9269877 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -9269917.000000 Penalty: 5555.169922
	Iteration 59Q: 3 clusters Score -9269917 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -9269927.000000 Penalty: 5555.169922
	Iteration 60F: 3 clusters Score -9269927 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -9269932.000000 Penalty: 5555.169922
	Iteration 61Q: 3 clusters Score -9269932 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -9269978.000000 Penalty: 5555.169922
	Iteration 62Q: 3 clusters Score -9269978 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -9269992.000000 Penalty: 5555.169922
	Iteration 63Q: 3 clusters Score -9269992 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -9270012.000000 Penalty: 5555.169922
	Iteration 64Q: 3 clusters Score -9270012 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -9270027.000000 Penalty: 5555.169922
	Iteration 65Q: 3 clusters Score -9270027 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -9270065.000000 Penalty: 5555.169922
	Iteration 66Q: 3 clusters Score -9270065 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -9270079.000000 Penalty: 5555.169922
	Iteration 67Q: 3 clusters Score -9270079 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -9270103.000000 Penalty: 5555.169922
	Iteration 68Q: 3 clusters Score -9270103 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -9270115.000000 Penalty: 5555.169922
	Iteration 69Q: 3 clusters Score -9270115 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -9270137.000000 Penalty: 5555.169922
	Iteration 70Q: 3 clusters Score -9270137 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -9270155.000000 Penalty: 5555.169922
	Iteration 71Q: 3 clusters Score -9270155 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -9270195.000000 Penalty: 5555.169922
	Iteration 72Q: 3 clusters Score -9270195 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -9270219.000000 Penalty: 5555.169922
	Iteration 73Q: 3 clusters Score -9270219 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -9270243.000000 Penalty: 5555.169922
	Iteration 74Q: 3 clusters Score -9270243 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -9270261.000000 Penalty: 5555.169922
	Iteration 75Q: 3 clusters Score -9270261 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -9270277.000000 Penalty: 5555.169922
	Iteration 76Q: 3 clusters Score -9270277 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -9270290.000000 Penalty: 5555.169922
	Iteration 77Q: 3 clusters Score -9270290 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -9270287.000000 Penalty: 5555.169922
	Iteration 78Q: 3 clusters Score -9270287 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -9270302.000000 Penalty: 5555.169922
	Iteration 79Q: 3 clusters Score -9270302 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -9270317.000000 Penalty: 5555.169922
	Iteration 80F: 3 clusters Score -9270317 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -9270310.000000 Penalty: 5555.169922
	Iteration 81Q: 3 clusters Score -9270310 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -9270315.000000 Penalty: 5555.169922
	Iteration 82Q: 3 clusters Score -9270315 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -9270295.000000 Penalty: 5555.169922
	Iteration 83Q: 3 clusters Score -9270295 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -9270304.000000 Penalty: 5555.169922
	Iteration 84Q: 3 clusters Score -9270304 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -9270310.000000 Penalty: 5555.169922
	Iteration 85Q: 3 clusters Score -9270310 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -9270317.000000 Penalty: 5555.169922
	Iteration 86Q: 3 clusters Score -9270317 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -9270319.000000 Penalty: 5555.169922
	Iteration 87Q: 3 clusters Score -9270319 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -9270322.000000 Penalty: 5555.169922
	Iteration 88Q: 3 clusters Score -9270322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -9270325.000000 Penalty: 5555.169922
	Iteration 89Q: 3 clusters Score -9270325 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -9270337.000000 Penalty: 5555.169922
	Iteration 90Q: 3 clusters Score -9270337 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -9270345.000000 Penalty: 5555.169922
	Iteration 91Q: 3 clusters Score -9270345 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -9270336.000000 Penalty: 5555.169922
	Iteration 92Q: 3 clusters Score -9270336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -9270336.000000 Penalty: 5555.169922
	Iteration 93Q: 3 clusters Score -9270336 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -9270339.000000 Penalty: 5555.169922
	Iteration 94Q: 3 clusters Score -9270339 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -9270374.000000 Penalty: 5555.169922
	Iteration 95Q: 3 clusters Score -9270374 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -9270383.000000 Penalty: 5555.169922
	Iteration 96Q: 3 clusters Score -9270383 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -9270361.000000 Penalty: 5555.169922
	Iteration 97Q: 3 clusters Score -9270361 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -9270346.000000 Penalty: 5555.169922
	Iteration 98Q: 3 clusters Score -9270346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -9270366.000000 Penalty: 5555.169922
	Iteration 99Q: 3 clusters Score -9270366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -9270368.000000 Penalty: 5555.169922
	Iteration 100F: 3 clusters Score -9270368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -9270382.000000 Penalty: 5555.169922
	Iteration 101Q: 3 clusters Score -9270382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -9270409.000000 Penalty: 5555.169922
	Iteration 102Q: 3 clusters Score -9270409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -9270382.000000 Penalty: 5555.169922
	Iteration 103Q: 3 clusters Score -9270382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -9270383.000000 Penalty: 5555.169922
	Iteration 104Q: 3 clusters Score -9270383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -9270376.000000 Penalty: 5555.169922
	Iteration 105Q: 3 clusters Score -9270376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -9270387.000000 Penalty: 5555.169922
	Iteration 106Q: 3 clusters Score -9270387 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -9270390.000000 Penalty: 5555.169922
	Iteration 107Q: 3 clusters Score -9270390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -9270399.000000 Penalty: 5555.169922
	Iteration 108Q: 3 clusters Score -9270399 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -9270368.000000 Penalty: 5555.169922
	Iteration 109Q: 3 clusters Score -9270368 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -9270360.000000 Penalty: 5555.169922
	Iteration 110Q: 3 clusters Score -9270360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -9270367.000000 Penalty: 5555.169922
	Iteration 111Q: 3 clusters Score -9270367 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -9270370.000000 Penalty: 5555.169922
	Iteration 112Q: 3 clusters Score -9270370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -9270379.000000 Penalty: 5555.169922
	Iteration 113Q: 3 clusters Score -9270379 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -9270375.000000 Penalty: 5555.169922
	Iteration 114Q: 3 clusters Score -9270375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -9270382.000000 Penalty: 5555.169922
	Iteration 115Q: 3 clusters Score -9270382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -9270382.000000 Penalty: 5555.169922
	Iteration 116Q: 3 clusters Score -9270382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -9270378.000000 Penalty: 5555.169922
	Iteration 117Q: 3 clusters Score -9270378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -9270382.000000 Penalty: 5555.169922
	Iteration 118Q: 3 clusters Score -9270382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -9270390.000000 Penalty: 5555.169922
	Iteration 119Q: 3 clusters Score -9270390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -9270384.000000 Penalty: 5555.169922
	Iteration 120F: 3 clusters Score -9270384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -9270395.000000 Penalty: 5555.169922
	Iteration 121Q: 3 clusters Score -9270395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -9270392.000000 Penalty: 5555.169922
	Iteration 122Q: 3 clusters Score -9270392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -9270389.000000 Penalty: 5555.169922
	Iteration 123Q: 3 clusters Score -9270389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -9270386.000000 Penalty: 5555.169922
	Iteration 124Q: 3 clusters Score -9270386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -9270382.000000 Penalty: 5555.169922
	Iteration 125Q: 3 clusters Score -9270382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -9270377.000000 Penalty: 5555.169922
	Iteration 126Q: 3 clusters Score -9270377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -9270379.000000 Penalty: 5555.169922
	Iteration 127Q: 3 clusters Score -9270379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -9270393.000000 Penalty: 5555.169922
	Iteration 128Q: 3 clusters Score -9270393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -9270402.000000 Penalty: 5555.169922
	Iteration 129Q: 3 clusters Score -9270402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -9270400.000000 Penalty: 5555.169922
	Iteration 130Q: 3 clusters Score -9270400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -9270394.000000 Penalty: 5555.169922
	Iteration 131Q: 3 clusters Score -9270394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -9270394.000000 Penalty: 5555.169922
	Iteration 132Q: 3 clusters Score -9270394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -9270396.000000 Penalty: 5555.169922
	Iteration 133Q: 3 clusters Score -9270396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -9270411.000000 Penalty: 5555.169922
	Iteration 134Q: 3 clusters Score -9270411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -9270419.000000 Penalty: 5555.169922
	Iteration 135Q: 3 clusters Score -9270419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -9270413.000000 Penalty: 5555.169922
	Iteration 136Q: 3 clusters Score -9270413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -9270420.000000 Penalty: 5555.169922
	Iteration 137Q: 3 clusters Score -9270420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -9270420.000000 Penalty: 5555.169922
	Iteration 138Q: 3 clusters Score -9270420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -9270436.000000 Penalty: 5555.169922
	Iteration 139Q: 3 clusters Score -9270436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -9270440.000000 Penalty: 5555.169922
	Iteration 140F: 3 clusters Score -9270440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -9270460.000000 Penalty: 5555.169922
	Iteration 141Q: 3 clusters Score -9270460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -9270454.000000 Penalty: 5555.169922
	Iteration 142Q: 3 clusters Score -9270454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -9270465.000000 Penalty: 5555.169922
	Iteration 143Q: 3 clusters Score -9270465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -9270456.000000 Penalty: 5555.169922
	Iteration 144Q: 3 clusters Score -9270456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -9270441.000000 Penalty: 5555.169922
	Iteration 145Q: 3 clusters Score -9270441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -9270436.000000 Penalty: 5555.169922
	Iteration 146Q: 3 clusters Score -9270436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -9270451.000000 Penalty: 5555.169922
	Iteration 147Q: 3 clusters Score -9270451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -9270444.000000 Penalty: 5555.169922
	Iteration 148Q: 3 clusters Score -9270444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -9270444.000000 Penalty: 5555.169922
	Iteration 149Q: 3 clusters Score -9270444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -9270444.000000 Penalty: 5555.169922
	Iteration 150Q: 3 clusters Score -9270444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -9270442.000000 Penalty: 5555.169922
	Iteration 151Q: 3 clusters Score -9270442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -9270448.000000 Penalty: 5555.169922
	Iteration 152Q: 3 clusters Score -9270448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -9270448.000000 Penalty: 5555.169922
	Iteration 153Q: 3 clusters Score -9270448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -9270452.000000 Penalty: 5555.169922
	Iteration 154Q: 3 clusters Score -9270452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -9270449.000000 Penalty: 5555.169922
	Iteration 155Q: 3 clusters Score -9270449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -9270441.000000 Penalty: 5555.169922
	Iteration 156Q: 3 clusters Score -9270441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -9270440.000000 Penalty: 5555.169922
	Iteration 157Q: 3 clusters Score -9270440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -9270435.000000 Penalty: 5555.169922
	Iteration 158Q: 3 clusters Score -9270435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -9270440.000000 Penalty: 5555.169922
	Iteration 159Q: 3 clusters Score -9270440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -9270442.000000 Penalty: 5555.169922
	Iteration 160F: 3 clusters Score -9270442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -9270445.000000 Penalty: 5555.169922
	Iteration 161Q: 3 clusters Score -9270445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -9270443.000000 Penalty: 5555.169922
	Iteration 162Q: 3 clusters Score -9270443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -9270445.000000 Penalty: 5555.169922
	Iteration 163Q: 3 clusters Score -9270445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -9270445.000000 Penalty: 5555.169922
	Iteration 164F: 3 clusters Score -9270445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (158544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158544 members 
Entering Unmasked Estep 
Score: -20188350.000000 Penalty: 2969.499268
	Iteration 0F: 2 clusters Score -2.018835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79106 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -20082956.000000 Penalty: 5938.998535
	Iteration 0F: 3 clusters Score -2.008296e+07 nChanged 75914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77392 members 
Mstep: Class 2 contains 81152 members 
Entering Unmasked Estep 
Score: -20127904.000000 Penalty: 5938.998535
	Iteration 1F: 3 clusters Score -2.01279e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 81879 members 
Entering Unmasked Estep 
Score: -20128956.000000 Penalty: 5938.998535
	Iteration 2Q: 3 clusters Score -2.012896e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Mstep: Class 2 contains 83028 members 
Entering Unmasked Estep 
Score: -20130326.000000 Penalty: 5938.998535
	Iteration 3Q: 3 clusters Score -2.013033e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 84631 members 
Entering Unmasked Estep 
Score: -20132744.000000 Penalty: 5938.998535
	Iteration 4Q: 3 clusters Score -2.013274e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 86849 members 
Entering Unmasked Estep 
Score: -20136222.000000 Penalty: 5938.998535
	Iteration 5Q: 3 clusters Score -2.013622e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69160 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -20141614.000000 Penalty: 5938.998535
	Iteration 6F: 3 clusters Score -2.014161e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 91845 members 
Entering Unmasked Estep 
Score: -20149024.000000 Penalty: 5938.998535
	Iteration 7F: 3 clusters Score -2.014902e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 93717 members 
Entering Unmasked Estep 
Score: -20156970.000000 Penalty: 5938.998535
	Iteration 8F: 3 clusters Score -2.015697e+07 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63821 members 
Mstep: Class 2 contains 94723 members 
Entering Unmasked Estep 
Score: -20162242.000000 Penalty: 5938.998535
	Iteration 9F: 3 clusters Score -2.016224e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 95250 members 
Entering Unmasked Estep 
Score: -20164810.000000 Penalty: 5938.998535
	Iteration 10Q: 3 clusters Score -2.016481e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 95790 members 
Entering Unmasked Estep 
Score: -20165964.000000 Penalty: 5938.998535
	Iteration 11Q: 3 clusters Score -2.016596e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -20166518.000000 Penalty: 5938.998535
	Iteration 12Q: 3 clusters Score -2.016652e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 96842 members 
Entering Unmasked Estep 
Score: -20166830.000000 Penalty: 5938.998535
	Iteration 13Q: 3 clusters Score -2.016683e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 97294 members 
Entering Unmasked Estep 
Score: -20167292.000000 Penalty: 5938.998535
	Iteration 14Q: 3 clusters Score -2.016729e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 97742 members 
Entering Unmasked Estep 
Score: -20167708.000000 Penalty: 5938.998535
	Iteration 15Q: 3 clusters Score -2.016771e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60370 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -20168278.000000 Penalty: 5938.998535
	Iteration 16Q: 3 clusters Score -2.016828e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 98619 members 
Entering Unmasked Estep 
Score: -20168838.000000 Penalty: 5938.998535
	Iteration 17Q: 3 clusters Score -2.016884e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 99067 members 
Entering Unmasked Estep 
Score: -20169402.000000 Penalty: 5938.998535
	Iteration 18Q: 3 clusters Score -2.01694e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 99459 members 
Entering Unmasked Estep 
Score: -20169822.000000 Penalty: 5938.998535
	Iteration 19Q: 3 clusters Score -2.016982e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -20170266.000000 Penalty: 5938.998535
	Iteration 20F: 3 clusters Score -2.017027e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 100205 members 
Entering Unmasked Estep 
Score: -20170648.000000 Penalty: 5938.998535
	Iteration 21Q: 3 clusters Score -2.017065e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58024 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -20171006.000000 Penalty: 5938.998535
	Iteration 22Q: 3 clusters Score -2.017101e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 100774 members 
Entering Unmasked Estep 
Score: -20171376.000000 Penalty: 5938.998535
	Iteration 23Q: 3 clusters Score -2.017138e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 101084 members 
Entering Unmasked Estep 
Score: -20171676.000000 Penalty: 5938.998535
	Iteration 24Q: 3 clusters Score -2.017168e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 101429 members 
Entering Unmasked Estep 
Score: -20172044.000000 Penalty: 5938.998535
	Iteration 25Q: 3 clusters Score -2.017204e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 101712 members 
Entering Unmasked Estep 
Score: -20172220.000000 Penalty: 5938.998535
	Iteration 26Q: 3 clusters Score -2.017222e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 101998 members 
Entering Unmasked Estep 
Score: -20172522.000000 Penalty: 5938.998535
	Iteration 27Q: 3 clusters Score -2.017252e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -20172690.000000 Penalty: 5938.998535
	Iteration 28Q: 3 clusters Score -2.017269e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55930 members 
Mstep: Class 2 contains 102614 members 
Entering Unmasked Estep 
Score: -20172840.000000 Penalty: 5938.998535
	Iteration 29Q: 3 clusters Score -2.017284e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 102964 members 
Entering Unmasked Estep 
Score: -20173016.000000 Penalty: 5938.998535
	Iteration 30Q: 3 clusters Score -2.017302e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 103314 members 
Entering Unmasked Estep 
Score: -20173250.000000 Penalty: 5938.998535
	Iteration 31Q: 3 clusters Score -2.017325e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 103690 members 
Entering Unmasked Estep 
Score: -20173382.000000 Penalty: 5938.998535
	Iteration 32Q: 3 clusters Score -2.017338e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 104127 members 
Entering Unmasked Estep 
Score: -20173454.000000 Penalty: 5938.998535
	Iteration 33Q: 3 clusters Score -2.017345e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 104558 members 
Entering Unmasked Estep 
Score: -20173602.000000 Penalty: 5938.998535
	Iteration 34Q: 3 clusters Score -2.01736e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 104942 members 
Entering Unmasked Estep 
Score: -20173678.000000 Penalty: 5938.998535
	Iteration 35Q: 3 clusters Score -2.017368e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 105360 members 
Entering Unmasked Estep 
Score: -20173758.000000 Penalty: 5938.998535
	Iteration 36Q: 3 clusters Score -2.017376e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 105781 members 
Entering Unmasked Estep 
Score: -20173808.000000 Penalty: 5938.998535
	Iteration 37Q: 3 clusters Score -2.017381e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 106196 members 
Entering Unmasked Estep 
Score: -20173898.000000 Penalty: 5938.998535
	Iteration 38Q: 3 clusters Score -2.01739e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 106651 members 
Entering Unmasked Estep 
Score: -20173954.000000 Penalty: 5938.998535
	Iteration 39Q: 3 clusters Score -2.017395e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 107160 members 
Entering Unmasked Estep 
Score: -20173986.000000 Penalty: 5938.998535
	Iteration 40F: 3 clusters Score -2.017399e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 107587 members 
Entering Unmasked Estep 
Score: -20174032.000000 Penalty: 5938.998535
	Iteration 41Q: 3 clusters Score -2.017403e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 108056 members 
Entering Unmasked Estep 
Score: -20174106.000000 Penalty: 5938.998535
	Iteration 42Q: 3 clusters Score -2.017411e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 108520 members 
Entering Unmasked Estep 
Score: -20174116.000000 Penalty: 5938.998535
	Iteration 43Q: 3 clusters Score -2.017412e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 108986 members 
Entering Unmasked Estep 
Score: -20174154.000000 Penalty: 5938.998535
	Iteration 44Q: 3 clusters Score -2.017415e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 109452 members 
Entering Unmasked Estep 
Score: -20174132.000000 Penalty: 5938.998535
	Iteration 45Q: 3 clusters Score -2.017413e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 109972 members 
Entering Unmasked Estep 
Score: -20174140.000000 Penalty: 5938.998535
	Iteration 46Q: 3 clusters Score -2.017414e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 110514 members 
Entering Unmasked Estep 
Score: -20174258.000000 Penalty: 5938.998535
	Iteration 47Q: 3 clusters Score -2.017426e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 111076 members 
Entering Unmasked Estep 
Score: -20174304.000000 Penalty: 5938.998535
	Iteration 48Q: 3 clusters Score -2.01743e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 111679 members 
Entering Unmasked Estep 
Score: -20174480.000000 Penalty: 5938.998535
	Iteration 49Q: 3 clusters Score -2.017448e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 112221 members 
Entering Unmasked Estep 
Score: -20174536.000000 Penalty: 5938.998535
	Iteration 50Q: 3 clusters Score -2.017454e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 112809 members 
Entering Unmasked Estep 
Score: -20174584.000000 Penalty: 5938.998535
	Iteration 51Q: 3 clusters Score -2.017458e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 113432 members 
Entering Unmasked Estep 
Score: -20174606.000000 Penalty: 5938.998535
	Iteration 52Q: 3 clusters Score -2.017461e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 114073 members 
Entering Unmasked Estep 
Score: -20174596.000000 Penalty: 5938.998535
	Iteration 53Q: 3 clusters Score -2.01746e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 114692 members 
Entering Unmasked Estep 
Score: -20174650.000000 Penalty: 5938.998535
	Iteration 54Q: 3 clusters Score -2.017465e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 115384 members 
Entering Unmasked Estep 
Score: -20174692.000000 Penalty: 5938.998535
	Iteration 55Q: 3 clusters Score -2.017469e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 116137 members 
Entering Unmasked Estep 
Score: -20174854.000000 Penalty: 5938.998535
	Iteration 56Q: 3 clusters Score -2.017485e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 116946 members 
Entering Unmasked Estep 
Score: -20174928.000000 Penalty: 5938.998535
	Iteration 57Q: 3 clusters Score -2.017493e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 117835 members 
Entering Unmasked Estep 
Score: -20175080.000000 Penalty: 5938.998535
	Iteration 58Q: 3 clusters Score -2.017508e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 118732 members 
Entering Unmasked Estep 
Score: -20175226.000000 Penalty: 5938.998535
	Iteration 59Q: 3 clusters Score -2.017523e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 119699 members 
Entering Unmasked Estep 
Score: -20175366.000000 Penalty: 5938.998535
	Iteration 60F: 3 clusters Score -2.017537e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 120732 members 
Entering Unmasked Estep 
Score: -20175458.000000 Penalty: 5938.998535
	Iteration 61Q: 3 clusters Score -2.017546e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 121818 members 
Entering Unmasked Estep 
Score: -20175608.000000 Penalty: 5938.998535
	Iteration 62Q: 3 clusters Score -2.017561e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 122900 members 
Entering Unmasked Estep 
Score: -20175692.000000 Penalty: 5938.998535
	Iteration 63Q: 3 clusters Score -2.017569e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 124086 members 
Entering Unmasked Estep 
Score: -20175978.000000 Penalty: 5938.998535
	Iteration 64Q: 3 clusters Score -2.017598e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 125424 members 
Entering Unmasked Estep 
Score: -20176224.000000 Penalty: 5938.998535
	Iteration 65Q: 3 clusters Score -2.017622e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 126790 members 
Entering Unmasked Estep 
Score: -20176500.000000 Penalty: 5938.998535
	Iteration 66Q: 3 clusters Score -2.01765e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 128254 members 
Entering Unmasked Estep 
Score: -20176756.000000 Penalty: 5938.998535
	Iteration 67Q: 3 clusters Score -2.017676e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 129824 members 
Entering Unmasked Estep 
Score: -20177094.000000 Penalty: 5938.998535
	Iteration 68Q: 3 clusters Score -2.017709e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 131443 members 
Entering Unmasked Estep 
Score: -20177492.000000 Penalty: 5938.998535
	Iteration 69Q: 3 clusters Score -2.017749e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 133277 members 
Entering Unmasked Estep 
Score: -20177946.000000 Penalty: 5938.998535
	Iteration 70Q: 3 clusters Score -2.017795e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 135162 members 
Entering Unmasked Estep 
Score: -20178518.000000 Penalty: 5938.998535
	Iteration 71Q: 3 clusters Score -2.017852e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 137146 members 
Entering Unmasked Estep 
Score: -20179100.000000 Penalty: 5938.998535
	Iteration 72Q: 3 clusters Score -2.01791e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 139191 members 
Entering Unmasked Estep 
Score: -20179766.000000 Penalty: 5938.998535
	Iteration 73Q: 3 clusters Score -2.017977e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 141232 members 
Entering Unmasked Estep 
Score: -20180478.000000 Penalty: 5938.998535
	Iteration 74Q: 3 clusters Score -2.018048e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 143157 members 
Entering Unmasked Estep 
Score: -20181244.000000 Penalty: 5938.998535
	Iteration 75Q: 3 clusters Score -2.018124e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 145013 members 
Entering Unmasked Estep 
Score: -20181886.000000 Penalty: 5938.998535
	Iteration 76Q: 3 clusters Score -2.018189e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 146739 members 
Entering Unmasked Estep 
Score: -20182400.000000 Penalty: 5938.998535
	Iteration 77Q: 3 clusters Score -2.01824e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 148245 members 
Entering Unmasked Estep 
Score: -20182924.000000 Penalty: 5938.998535
	Iteration 78Q: 3 clusters Score -2.018292e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 149607 members 
Entering Unmasked Estep 
Score: -20183412.000000 Penalty: 5938.998535
	Iteration 79Q: 3 clusters Score -2.018341e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 150777 members 
Entering Unmasked Estep 
Score: -20183790.000000 Penalty: 5938.998535
	Iteration 80F: 3 clusters Score -2.018379e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 151748 members 
Entering Unmasked Estep 
Score: -20184140.000000 Penalty: 5938.998535
	Iteration 81Q: 3 clusters Score -2.018414e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 152581 members 
Entering Unmasked Estep 
Score: -20184450.000000 Penalty: 5938.998535
	Iteration 82Q: 3 clusters Score -2.018445e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 153293 members 
Entering Unmasked Estep 
Score: -20184630.000000 Penalty: 5938.998535
	Iteration 83Q: 3 clusters Score -2.018463e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 153903 members 
Entering Unmasked Estep 
Score: -20184846.000000 Penalty: 5938.998535
	Iteration 84Q: 3 clusters Score -2.018485e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 154417 members 
Entering Unmasked Estep 
Score: -20185018.000000 Penalty: 5938.998535
	Iteration 85Q: 3 clusters Score -2.018502e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 154864 members 
Entering Unmasked Estep 
Score: -20185128.000000 Penalty: 5938.998535
	Iteration 86Q: 3 clusters Score -2.018513e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 155226 members 
Entering Unmasked Estep 
Score: -20185236.000000 Penalty: 5938.998535
	Iteration 87Q: 3 clusters Score -2.018524e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 155510 members 
Entering Unmasked Estep 
Score: -20185300.000000 Penalty: 5938.998535
	Iteration 88Q: 3 clusters Score -2.01853e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 155729 members 
Entering Unmasked Estep 
Score: -20185310.000000 Penalty: 5938.998535
	Iteration 89Q: 3 clusters Score -2.018531e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 155922 members 
Entering Unmasked Estep 
Score: -20185376.000000 Penalty: 5938.998535
	Iteration 90Q: 3 clusters Score -2.018538e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 156100 members 
Entering Unmasked Estep 
Score: -20185436.000000 Penalty: 5938.998535
	Iteration 91Q: 3 clusters Score -2.018544e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 156266 members 
Entering Unmasked Estep 
Score: -20185478.000000 Penalty: 5938.998535
	Iteration 92Q: 3 clusters Score -2.018548e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 156403 members 
Entering Unmasked Estep 
Score: -20185520.000000 Penalty: 5938.998535
	Iteration 93Q: 3 clusters Score -2.018552e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 156515 members 
Entering Unmasked Estep 
Score: -20185560.000000 Penalty: 5938.998535
	Iteration 94Q: 3 clusters Score -2.018556e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 156599 members 
Entering Unmasked Estep 
Score: -20185598.000000 Penalty: 5938.998535
	Iteration 95Q: 3 clusters Score -2.01856e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 156682 members 
Entering Unmasked Estep 
Score: -20185620.000000 Penalty: 5938.998535
	Iteration 96Q: 3 clusters Score -2.018562e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 156756 members 
Entering Unmasked Estep 
Score: -20185642.000000 Penalty: 5938.998535
	Iteration 97Q: 3 clusters Score -2.018564e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 156830 members 
Entering Unmasked Estep 
Score: -20185676.000000 Penalty: 5938.998535
	Iteration 98Q: 3 clusters Score -2.018568e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 156870 members 
Entering Unmasked Estep 
Score: -20185710.000000 Penalty: 5938.998535
	Iteration 99Q: 3 clusters Score -2.018571e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 156905 members 
Entering Unmasked Estep 
Score: -20185738.000000 Penalty: 5938.998535
	Iteration 100F: 3 clusters Score -2.018574e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 156941 members 
Entering Unmasked Estep 
Score: -20185752.000000 Penalty: 5938.998535
	Iteration 101Q: 3 clusters Score -2.018575e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 156981 members 
Entering Unmasked Estep 
Score: -20185764.000000 Penalty: 5938.998535
	Iteration 102Q: 3 clusters Score -2.018576e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 157016 members 
Entering Unmasked Estep 
Score: -20185782.000000 Penalty: 5938.998535
	Iteration 103Q: 3 clusters Score -2.018578e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 157055 members 
Entering Unmasked Estep 
Score: -20185784.000000 Penalty: 5938.998535
	Iteration 104Q: 3 clusters Score -2.018578e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 157080 members 
Entering Unmasked Estep 
Score: -20185780.000000 Penalty: 5938.998535
	Iteration 105Q: 3 clusters Score -2.018578e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 157101 members 
Entering Unmasked Estep 
Score: -20185790.000000 Penalty: 5938.998535
	Iteration 106Q: 3 clusters Score -2.018579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 157121 members 
Entering Unmasked Estep 
Score: -20185774.000000 Penalty: 5938.998535
	Iteration 107Q: 3 clusters Score -2.018577e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 157139 members 
Entering Unmasked Estep 
Score: -20185786.000000 Penalty: 5938.998535
	Iteration 108Q: 3 clusters Score -2.018579e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 157158 members 
Entering Unmasked Estep 
Score: -20185804.000000 Penalty: 5938.998535
	Iteration 109Q: 3 clusters Score -2.01858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 157175 members 
Entering Unmasked Estep 
Score: -20185790.000000 Penalty: 5938.998535
	Iteration 110Q: 3 clusters Score -2.018579e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 157189 members 
Entering Unmasked Estep 
Score: -20185802.000000 Penalty: 5938.998535
	Iteration 111Q: 3 clusters Score -2.01858e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 157210 members 
Entering Unmasked Estep 
Score: -20185810.000000 Penalty: 5938.998535
	Iteration 112Q: 3 clusters Score -2.018581e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 157237 members 
Entering Unmasked Estep 
Score: -20185812.000000 Penalty: 5938.998535
	Iteration 113Q: 3 clusters Score -2.018581e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 157272 members 
Entering Unmasked Estep 
Score: -20185840.000000 Penalty: 5938.998535
	Iteration 114Q: 3 clusters Score -2.018584e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 157289 members 
Entering Unmasked Estep 
Score: -20185844.000000 Penalty: 5938.998535
	Iteration 115Q: 3 clusters Score -2.018584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 157305 members 
Entering Unmasked Estep 
Score: -20185864.000000 Penalty: 5938.998535
	Iteration 116Q: 3 clusters Score -2.018586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 157320 members 
Entering Unmasked Estep 
Score: -20185866.000000 Penalty: 5938.998535
	Iteration 117Q: 3 clusters Score -2.018587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 157329 members 
Entering Unmasked Estep 
Score: -20185886.000000 Penalty: 5938.998535
	Iteration 118Q: 3 clusters Score -2.018589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 157330 members 
Entering Unmasked Estep 
Score: -20185878.000000 Penalty: 5938.998535
	Iteration 119Q: 3 clusters Score -2.018588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 157338 members 
Entering Unmasked Estep 
Score: -20185882.000000 Penalty: 5938.998535
	Iteration 120F: 3 clusters Score -2.018588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 157341 members 
Entering Unmasked Estep 
Score: -20185886.000000 Penalty: 5938.998535
	Iteration 121Q: 3 clusters Score -2.018589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 157342 members 
Entering Unmasked Estep 
Score: -20185890.000000 Penalty: 5938.998535
	Iteration 122Q: 3 clusters Score -2.018589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 157343 members 
Entering Unmasked Estep 
Score: -20185896.000000 Penalty: 5938.998535
	Iteration 123Q: 3 clusters Score -2.01859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 157343 members 
Entering Unmasked Estep 
Score: -20185896.000000 Penalty: 5938.998535
	Iteration 124F: 3 clusters Score -2.01859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Entering Unmasked Estep 
Score: -1077658.500000 Penalty: 2253.782715
	Iteration 0F: 2 clusters Score -1077658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1070679.625000 Penalty: 4507.565430
	Iteration 0F: 3 clusters Score -1070680 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1072874.750000 Penalty: 4507.565430
	Iteration 1F: 3 clusters Score -1072875 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1073568.875000 Penalty: 4507.565430
	Iteration 2F: 3 clusters Score -1073569 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1074330.500000 Penalty: 4507.565430
	Iteration 3F: 3 clusters Score -1074330 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1075004.125000 Penalty: 4507.565430
	Iteration 4F: 3 clusters Score -1075004 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1075490.625000 Penalty: 4507.565430
	Iteration 5F: 3 clusters Score -1075491 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1075857.125000 Penalty: 4507.565430
	Iteration 6F: 3 clusters Score -1075857 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1076096.750000 Penalty: 4507.565430
	Iteration 7Q: 3 clusters Score -1076097 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1076301.625000 Penalty: 4507.565430
	Iteration 8Q: 3 clusters Score -1076302 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1076488.250000 Penalty: 4507.565430
	Iteration 9Q: 3 clusters Score -1076488 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1076652.250000 Penalty: 4507.565430
	Iteration 10Q: 3 clusters Score -1076652 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1076771.500000 Penalty: 4507.565430
	Iteration 11Q: 3 clusters Score -1076772 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1076926.125000 Penalty: 4507.565430
	Iteration 12Q: 3 clusters Score -1076926 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1077145.125000 Penalty: 4507.565430
	Iteration 13Q: 3 clusters Score -1077145 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1077343.000000 Penalty: 4507.565430
	Iteration 14Q: 3 clusters Score -1077343 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1077435.125000 Penalty: 4507.565430
	Iteration 15Q: 3 clusters Score -1077435 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1077477.375000 Penalty: 4507.565430
	Iteration 16Q: 3 clusters Score -1077477 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1077498.125000 Penalty: 4507.565430
	Iteration 17Q: 3 clusters Score -1077498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1077507.875000 Penalty: 4507.565430
	Iteration 18Q: 3 clusters Score -1077508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1077513.500000 Penalty: 4507.565430
	Iteration 19Q: 3 clusters Score -1077514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1077521.625000 Penalty: 4507.565430
	Iteration 20F: 3 clusters Score -1077522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1077520.000000 Penalty: 4507.565430
	Iteration 21Q: 3 clusters Score -1077520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1077525.250000 Penalty: 4507.565430
	Iteration 22Q: 3 clusters Score -1077525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1077528.875000 Penalty: 4507.565430
	Iteration 23Q: 3 clusters Score -1077529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1077532.125000 Penalty: 4507.565430
	Iteration 24Q: 3 clusters Score -1077532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1077534.000000 Penalty: 4507.565430
	Iteration 25Q: 3 clusters Score -1077534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1077530.750000 Penalty: 4507.565430
	Iteration 26Q: 3 clusters Score -1077531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1077531.750000 Penalty: 4507.565430
	Iteration 27Q: 3 clusters Score -1077532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1077531.875000 Penalty: 4507.565430
	Iteration 28Q: 3 clusters Score -1077532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1077532.125000 Penalty: 4507.565430
	Iteration 29Q: 3 clusters Score -1077532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1077533.000000 Penalty: 4507.565430
	Iteration 30Q: 3 clusters Score -1077533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1077533.125000 Penalty: 4507.565430
	Iteration 31Q: 3 clusters Score -1077533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1077532.625000 Penalty: 4507.565430
	Iteration 32Q: 3 clusters Score -1077533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1077534.500000 Penalty: 4507.565430
	Iteration 33Q: 3 clusters Score -1077534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1077534.500000 Penalty: 4507.565430
	Iteration 34F: 3 clusters Score -1077534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -137058.500000 Penalty: 1757.511108
	Iteration 0F: 2 clusters Score -137058.5 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 571 members 
Entering Unmasked Estep 
Score: -135067.593750 Penalty: 3515.022217
	Iteration 0F: 3 clusters Score -135067.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -135557.734375 Penalty: 3515.022217
	Iteration 1F: 3 clusters Score -135557.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -135799.750000 Penalty: 3515.022217
	Iteration 2F: 3 clusters Score -135799.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -135966.250000 Penalty: 3515.022217
	Iteration 3F: 3 clusters Score -135966.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -136100.140625 Penalty: 3515.022217
	Iteration 4F: 3 clusters Score -136100.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -136240.984375 Penalty: 3515.022217
	Iteration 5Q: 3 clusters Score -136241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -136310.406250 Penalty: 3515.022217
	Iteration 6Q: 3 clusters Score -136310.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -136382.609375 Penalty: 3515.022217
	Iteration 7Q: 3 clusters Score -136382.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -136486.093750 Penalty: 3515.022217
	Iteration 8Q: 3 clusters Score -136486.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -136553.890625 Penalty: 3515.022217
	Iteration 9Q: 3 clusters Score -136553.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -136572.093750 Penalty: 3515.022217
	Iteration 10Q: 3 clusters Score -136572.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -136589.812500 Penalty: 3515.022217
	Iteration 11Q: 3 clusters Score -136589.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -136621.562500 Penalty: 3515.022217
	Iteration 12Q: 3 clusters Score -136621.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -136632.281250 Penalty: 3515.022217
	Iteration 13Q: 3 clusters Score -136632.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -136636.703125 Penalty: 3515.022217
	Iteration 14Q: 3 clusters Score -136636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -136642.078125 Penalty: 3515.022217
	Iteration 15Q: 3 clusters Score -136642.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -136645.281250 Penalty: 3515.022217
	Iteration 16Q: 3 clusters Score -136645.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -136649.343750 Penalty: 3515.022217
	Iteration 17Q: 3 clusters Score -136649.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -136650.234375 Penalty: 3515.022217
	Iteration 18Q: 3 clusters Score -136650.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -136651.796875 Penalty: 3515.022217
	Iteration 19Q: 3 clusters Score -136651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -136652.437500 Penalty: 3515.022217
	Iteration 20F: 3 clusters Score -136652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -136653.718750 Penalty: 3515.022217
	Iteration 21Q: 3 clusters Score -136653.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -136654.671875 Penalty: 3515.022217
	Iteration 22Q: 3 clusters Score -136654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -136657.953125 Penalty: 3515.022217
	Iteration 23Q: 3 clusters Score -136658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -136664.687500 Penalty: 3515.022217
	Iteration 24Q: 3 clusters Score -136664.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -136670.250000 Penalty: 3515.022217
	Iteration 25Q: 3 clusters Score -136670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -136672.546875 Penalty: 3515.022217
	Iteration 26Q: 3 clusters Score -136672.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -136673.265625 Penalty: 3515.022217
	Iteration 27Q: 3 clusters Score -136673.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -136673.265625 Penalty: 3515.022217
	Iteration 28F: 3 clusters Score -136673.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (149014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149014 members 
Entering Unmasked Estep 
Score: -19071974.000000 Penalty: 2954.125244
	Iteration 0F: 2 clusters Score -1.907197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74525 members 
Mstep: Class 2 contains 74489 members 
Entering Unmasked Estep 
Score: -18976540.000000 Penalty: 5908.250488
	Iteration 0F: 3 clusters Score -1.897654e+07 nChanged 71148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73581 members 
Mstep: Class 2 contains 75433 members 
Entering Unmasked Estep 
Score: -19018082.000000 Penalty: 5908.250488
	Iteration 1F: 3 clusters Score -1.901808e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 76285 members 
Entering Unmasked Estep 
Score: -19019532.000000 Penalty: 5908.250488
	Iteration 2Q: 3 clusters Score -1.901953e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71308 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -19021714.000000 Penalty: 5908.250488
	Iteration 3Q: 3 clusters Score -1.902171e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -19024762.000000 Penalty: 5908.250488
	Iteration 4Q: 3 clusters Score -1.902476e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -19029368.000000 Penalty: 5908.250488
	Iteration 5F: 3 clusters Score -1.902937e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -19035124.000000 Penalty: 5908.250488
	Iteration 6F: 3 clusters Score -1.903512e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 91590 members 
Entering Unmasked Estep 
Score: -19042486.000000 Penalty: 5908.250488
	Iteration 7F: 3 clusters Score -1.904249e+07 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -19049992.000000 Penalty: 5908.250488
	Iteration 8F: 3 clusters Score -1.904999e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 99730 members 
Entering Unmasked Estep 
Score: -19055288.000000 Penalty: 5908.250488
	Iteration 9F: 3 clusters Score -1.905529e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 102572 members 
Entering Unmasked Estep 
Score: -19057598.000000 Penalty: 5908.250488
	Iteration 10Q: 3 clusters Score -1.90576e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 105046 members 
Entering Unmasked Estep 
Score: -19058618.000000 Penalty: 5908.250488
	Iteration 11Q: 3 clusters Score -1.905862e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 107393 members 
Entering Unmasked Estep 
Score: -19059316.000000 Penalty: 5908.250488
	Iteration 12Q: 3 clusters Score -1.905932e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 109806 members 
Entering Unmasked Estep 
Score: -19059882.000000 Penalty: 5908.250488
	Iteration 13Q: 3 clusters Score -1.905988e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 112308 members 
Entering Unmasked Estep 
Score: -19060358.000000 Penalty: 5908.250488
	Iteration 14Q: 3 clusters Score -1.906036e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 114792 members 
Entering Unmasked Estep 
Score: -19061118.000000 Penalty: 5908.250488
	Iteration 15Q: 3 clusters Score -1.906112e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 117245 members 
Entering Unmasked Estep 
Score: -19061732.000000 Penalty: 5908.250488
	Iteration 16Q: 3 clusters Score -1.906173e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 119655 members 
Entering Unmasked Estep 
Score: -19062406.000000 Penalty: 5908.250488
	Iteration 17Q: 3 clusters Score -1.906241e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 122036 members 
Entering Unmasked Estep 
Score: -19063088.000000 Penalty: 5908.250488
	Iteration 18Q: 3 clusters Score -1.906309e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 124395 members 
Entering Unmasked Estep 
Score: -19063764.000000 Penalty: 5908.250488
	Iteration 19Q: 3 clusters Score -1.906376e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 126631 members 
Entering Unmasked Estep 
Score: -19064508.000000 Penalty: 5908.250488
	Iteration 20F: 3 clusters Score -1.906451e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 128701 members 
Entering Unmasked Estep 
Score: -19065070.000000 Penalty: 5908.250488
	Iteration 21Q: 3 clusters Score -1.906507e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 130687 members 
Entering Unmasked Estep 
Score: -19065736.000000 Penalty: 5908.250488
	Iteration 22Q: 3 clusters Score -1.906574e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 132565 members 
Entering Unmasked Estep 
Score: -19066462.000000 Penalty: 5908.250488
	Iteration 23Q: 3 clusters Score -1.906646e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 134289 members 
Entering Unmasked Estep 
Score: -19067144.000000 Penalty: 5908.250488
	Iteration 24Q: 3 clusters Score -1.906714e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 135923 members 
Entering Unmasked Estep 
Score: -19067776.000000 Penalty: 5908.250488
	Iteration 25Q: 3 clusters Score -1.906778e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 137427 members 
Entering Unmasked Estep 
Score: -19068258.000000 Penalty: 5908.250488
	Iteration 26Q: 3 clusters Score -1.906826e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 138796 members 
Entering Unmasked Estep 
Score: -19068782.000000 Penalty: 5908.250488
	Iteration 27Q: 3 clusters Score -1.906878e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 140036 members 
Entering Unmasked Estep 
Score: -19069188.000000 Penalty: 5908.250488
	Iteration 28Q: 3 clusters Score -1.906919e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 141128 members 
Entering Unmasked Estep 
Score: -19069464.000000 Penalty: 5908.250488
	Iteration 29Q: 3 clusters Score -1.906946e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 142134 members 
Entering Unmasked Estep 
Score: -19069716.000000 Penalty: 5908.250488
	Iteration 30Q: 3 clusters Score -1.906972e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 142992 members 
Entering Unmasked Estep 
Score: -19069882.000000 Penalty: 5908.250488
	Iteration 31Q: 3 clusters Score -1.906988e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 143721 members 
Entering Unmasked Estep 
Score: -19069934.000000 Penalty: 5908.250488
	Iteration 32Q: 3 clusters Score -1.906993e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 144326 members 
Entering Unmasked Estep 
Score: -19070070.000000 Penalty: 5908.250488
	Iteration 33Q: 3 clusters Score -1.907007e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 144808 members 
Entering Unmasked Estep 
Score: -19070088.000000 Penalty: 5908.250488
	Iteration 34Q: 3 clusters Score -1.907009e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 145206 members 
Entering Unmasked Estep 
Score: -19070194.000000 Penalty: 5908.250488
	Iteration 35Q: 3 clusters Score -1.907019e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 145505 members 
Entering Unmasked Estep 
Score: -19070162.000000 Penalty: 5908.250488
	Iteration 36Q: 3 clusters Score -1.907016e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 145778 members 
Entering Unmasked Estep 
Score: -19070194.000000 Penalty: 5908.250488
	Iteration 37Q: 3 clusters Score -1.907019e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 146011 members 
Entering Unmasked Estep 
Score: -19070212.000000 Penalty: 5908.250488
	Iteration 38Q: 3 clusters Score -1.907021e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 146201 members 
Entering Unmasked Estep 
Score: -19070254.000000 Penalty: 5908.250488
	Iteration 39Q: 3 clusters Score -1.907025e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 146349 members 
Entering Unmasked Estep 
Score: -19070272.000000 Penalty: 5908.250488
	Iteration 40F: 3 clusters Score -1.907027e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 146465 members 
Entering Unmasked Estep 
Score: -19070294.000000 Penalty: 5908.250488
	Iteration 41Q: 3 clusters Score -1.907029e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 146557 members 
Entering Unmasked Estep 
Score: -19070276.000000 Penalty: 5908.250488
	Iteration 42Q: 3 clusters Score -1.907028e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 146664 members 
Entering Unmasked Estep 
Score: -19070274.000000 Penalty: 5908.250488
	Iteration 43Q: 3 clusters Score -1.907027e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 146756 members 
Entering Unmasked Estep 
Score: -19070274.000000 Penalty: 5908.250488
	Iteration 44Q: 3 clusters Score -1.907027e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 146839 members 
Entering Unmasked Estep 
Score: -19070304.000000 Penalty: 5908.250488
	Iteration 45Q: 3 clusters Score -1.90703e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 146912 members 
Entering Unmasked Estep 
Score: -19070306.000000 Penalty: 5908.250488
	Iteration 46Q: 3 clusters Score -1.907031e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 146990 members 
Entering Unmasked Estep 
Score: -19070298.000000 Penalty: 5908.250488
	Iteration 47Q: 3 clusters Score -1.90703e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 147047 members 
Entering Unmasked Estep 
Score: -19070292.000000 Penalty: 5908.250488
	Iteration 48Q: 3 clusters Score -1.907029e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 147095 members 
Entering Unmasked Estep 
Score: -19070312.000000 Penalty: 5908.250488
	Iteration 49Q: 3 clusters Score -1.907031e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 147137 members 
Entering Unmasked Estep 
Score: -19070314.000000 Penalty: 5908.250488
	Iteration 50Q: 3 clusters Score -1.907031e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 147166 members 
Entering Unmasked Estep 
Score: -19070304.000000 Penalty: 5908.250488
	Iteration 51Q: 3 clusters Score -1.90703e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 147187 members 
Entering Unmasked Estep 
Score: -19070310.000000 Penalty: 5908.250488
	Iteration 52Q: 3 clusters Score -1.907031e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 147212 members 
Entering Unmasked Estep 
Score: -19070320.000000 Penalty: 5908.250488
	Iteration 53Q: 3 clusters Score -1.907032e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 147228 members 
Entering Unmasked Estep 
Score: -19070326.000000 Penalty: 5908.250488
	Iteration 54Q: 3 clusters Score -1.907033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 147244 members 
Entering Unmasked Estep 
Score: -19070348.000000 Penalty: 5908.250488
	Iteration 55Q: 3 clusters Score -1.907035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 147261 members 
Entering Unmasked Estep 
Score: -19070338.000000 Penalty: 5908.250488
	Iteration 56Q: 3 clusters Score -1.907034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 147270 members 
Entering Unmasked Estep 
Score: -19070340.000000 Penalty: 5908.250488
	Iteration 57Q: 3 clusters Score -1.907034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 147279 members 
Entering Unmasked Estep 
Score: -19070356.000000 Penalty: 5908.250488
	Iteration 58Q: 3 clusters Score -1.907036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 147286 members 
Entering Unmasked Estep 
Score: -19070336.000000 Penalty: 5908.250488
	Iteration 59Q: 3 clusters Score -1.907034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 147291 members 
Entering Unmasked Estep 
Score: -19070356.000000 Penalty: 5908.250488
	Iteration 60F: 3 clusters Score -1.907036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 147299 members 
Entering Unmasked Estep 
Score: -19070354.000000 Penalty: 5908.250488
	Iteration 61Q: 3 clusters Score -1.907035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 147311 members 
Entering Unmasked Estep 
Score: -19070344.000000 Penalty: 5908.250488
	Iteration 62Q: 3 clusters Score -1.907034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 147318 members 
Entering Unmasked Estep 
Score: -19070346.000000 Penalty: 5908.250488
	Iteration 63Q: 3 clusters Score -1.907035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 147325 members 
Entering Unmasked Estep 
Score: -19070354.000000 Penalty: 5908.250488
	Iteration 64Q: 3 clusters Score -1.907035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 147330 members 
Entering Unmasked Estep 
Score: -19070336.000000 Penalty: 5908.250488
	Iteration 65Q: 3 clusters Score -1.907034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 147335 members 
Entering Unmasked Estep 
Score: -19070348.000000 Penalty: 5908.250488
	Iteration 66Q: 3 clusters Score -1.907035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 147343 members 
Entering Unmasked Estep 
Score: -19070332.000000 Penalty: 5908.250488
	Iteration 67Q: 3 clusters Score -1.907033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 147355 members 
Entering Unmasked Estep 
Score: -19070348.000000 Penalty: 5908.250488
	Iteration 68Q: 3 clusters Score -1.907035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 147362 members 
Entering Unmasked Estep 
Score: -19070370.000000 Penalty: 5908.250488
	Iteration 69Q: 3 clusters Score -1.907037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 147372 members 
Entering Unmasked Estep 
Score: -19070384.000000 Penalty: 5908.250488
	Iteration 70Q: 3 clusters Score -1.907038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 147378 members 
Entering Unmasked Estep 
Score: -19070396.000000 Penalty: 5908.250488
	Iteration 71Q: 3 clusters Score -1.90704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 147385 members 
Entering Unmasked Estep 
Score: -19070390.000000 Penalty: 5908.250488
	Iteration 72Q: 3 clusters Score -1.907039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 147390 members 
Entering Unmasked Estep 
Score: -19070382.000000 Penalty: 5908.250488
	Iteration 73Q: 3 clusters Score -1.907038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 147396 members 
Entering Unmasked Estep 
Score: -19070386.000000 Penalty: 5908.250488
	Iteration 74Q: 3 clusters Score -1.907039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 147399 members 
Entering Unmasked Estep 
Score: -19070380.000000 Penalty: 5908.250488
	Iteration 75Q: 3 clusters Score -1.907038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 147404 members 
Entering Unmasked Estep 
Score: -19070374.000000 Penalty: 5908.250488
	Iteration 76Q: 3 clusters Score -1.907037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 147406 members 
Entering Unmasked Estep 
Score: -19070390.000000 Penalty: 5908.250488
	Iteration 77Q: 3 clusters Score -1.907039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 147409 members 
Entering Unmasked Estep 
Score: -19070390.000000 Penalty: 5908.250488
	Iteration 78Q: 3 clusters Score -1.907039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 147413 members 
Entering Unmasked Estep 
Score: -19070390.000000 Penalty: 5908.250488
	Iteration 79Q: 3 clusters Score -1.907039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 147414 members 
Entering Unmasked Estep 
Score: -19070396.000000 Penalty: 5908.250488
	Iteration 80F: 3 clusters Score -1.90704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 147415 members 
Entering Unmasked Estep 
Score: -19070398.000000 Penalty: 5908.250488
	Iteration 81Q: 3 clusters Score -1.90704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 147415 members 
Entering Unmasked Estep 
Score: -19070398.000000 Penalty: 5908.250488
	Iteration 82F: 3 clusters Score -1.90704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57827 members 
Entering Unmasked Estep 
Score: -7126853.500000 Penalty: 2719.372314
	Iteration 0F: 2 clusters Score -7126854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -7087943.000000 Penalty: 5438.744629
	Iteration 0F: 3 clusters Score -7087943 nChanged 26974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -7102971.500000 Penalty: 5438.744629
	Iteration 1F: 3 clusters Score -7102972 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -7103425.500000 Penalty: 5438.744629
	Iteration 2Q: 3 clusters Score -7103426 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -7103881.500000 Penalty: 5438.744629
	Iteration 3Q: 3 clusters Score -7103882 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -7104543.500000 Penalty: 5438.744629
	Iteration 4Q: 3 clusters Score -7104544 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -7105494.000000 Penalty: 5438.744629
	Iteration 5Q: 3 clusters Score -7105494 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -7106973.500000 Penalty: 5438.744629
	Iteration 6F: 3 clusters Score -7106974 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -7109358.500000 Penalty: 5438.744629
	Iteration 7F: 3 clusters Score -7109358 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -7112500.500000 Penalty: 5438.744629
	Iteration 8F: 3 clusters Score -7112500 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -7116083.000000 Penalty: 5438.744629
	Iteration 9F: 3 clusters Score -7116083 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -7119431.000000 Penalty: 5438.744629
	Iteration 10F: 3 clusters Score -7119431 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -7121884.500000 Penalty: 5438.744629
	Iteration 11Q: 3 clusters Score -7121884 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -7123215.500000 Penalty: 5438.744629
	Iteration 12Q: 3 clusters Score -7123216 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -7123913.000000 Penalty: 5438.744629
	Iteration 13Q: 3 clusters Score -7123913 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -7124268.500000 Penalty: 5438.744629
	Iteration 14Q: 3 clusters Score -7124268 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
Score: -7124443.000000 Penalty: 5438.744629
	Iteration 15Q: 3 clusters Score -7124443 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -7124520.000000 Penalty: 5438.744629
	Iteration 16Q: 3 clusters Score -7124520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -7124562.500000 Penalty: 5438.744629
	Iteration 17Q: 3 clusters Score -7124562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -7124597.500000 Penalty: 5438.744629
	Iteration 18Q: 3 clusters Score -7124598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -7124622.500000 Penalty: 5438.744629
	Iteration 19Q: 3 clusters Score -7124622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -7124637.000000 Penalty: 5438.744629
	Iteration 20F: 3 clusters Score -7124637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 57383 members 
Entering Unmasked Estep 
Score: -7124653.500000 Penalty: 5438.744629
	Iteration 21Q: 3 clusters Score -7124654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -7124661.000000 Penalty: 5438.744629
	Iteration 22Q: 3 clusters Score -7124661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -7124655.500000 Penalty: 5438.744629
	Iteration 23Q: 3 clusters Score -7124656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -7124665.500000 Penalty: 5438.744629
	Iteration 24Q: 3 clusters Score -7124666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -7124662.500000 Penalty: 5438.744629
	Iteration 25Q: 3 clusters Score -7124662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -7124664.500000 Penalty: 5438.744629
	Iteration 26Q: 3 clusters Score -7124664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -7124663.500000 Penalty: 5438.744629
	Iteration 27Q: 3 clusters Score -7124664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -7124664.500000 Penalty: 5438.744629
	Iteration 28Q: 3 clusters Score -7124664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -7124664.500000 Penalty: 5438.744629
	Iteration 29F: 3 clusters Score -7124664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Entering Unmasked Estep 
Score: -508568.093750 Penalty: 2060.921875
	Iteration 0F: 2 clusters Score -508568.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -504607.656250 Penalty: 4121.843750
	Iteration 0F: 3 clusters Score -504607.7 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -505503.156250 Penalty: 4121.843750
	Iteration 1F: 3 clusters Score -505503.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -505693.312500 Penalty: 4121.843750
	Iteration 2F: 3 clusters Score -505693.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -505831.031250 Penalty: 4121.843750
	Iteration 3Q: 3 clusters Score -505831 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -505919.687500 Penalty: 4121.843750
	Iteration 4Q: 3 clusters Score -505919.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -505976.250000 Penalty: 4121.843750
	Iteration 5Q: 3 clusters Score -505976.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -506025.656250 Penalty: 4121.843750
	Iteration 6Q: 3 clusters Score -506025.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -506071.531250 Penalty: 4121.843750
	Iteration 7Q: 3 clusters Score -506071.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -506104.593750 Penalty: 4121.843750
	Iteration 8Q: 3 clusters Score -506104.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -506136.093750 Penalty: 4121.843750
	Iteration 9Q: 3 clusters Score -506136.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -506170.812500 Penalty: 4121.843750
	Iteration 10Q: 3 clusters Score -506170.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -506200.062500 Penalty: 4121.843750
	Iteration 11Q: 3 clusters Score -506200.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -506229.937500 Penalty: 4121.843750
	Iteration 12Q: 3 clusters Score -506229.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -506256.562500 Penalty: 4121.843750
	Iteration 13Q: 3 clusters Score -506256.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -506278.843750 Penalty: 4121.843750
	Iteration 14Q: 3 clusters Score -506278.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -506304.437500 Penalty: 4121.843750
	Iteration 15Q: 3 clusters Score -506304.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -506328.281250 Penalty: 4121.843750
	Iteration 16Q: 3 clusters Score -506328.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -506343.656250 Penalty: 4121.843750
	Iteration 17Q: 3 clusters Score -506343.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -506359.968750 Penalty: 4121.843750
	Iteration 18Q: 3 clusters Score -506360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -506375.656250 Penalty: 4121.843750
	Iteration 19Q: 3 clusters Score -506375.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -506391.718750 Penalty: 4121.843750
	Iteration 20F: 3 clusters Score -506391.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -506415.250000 Penalty: 4121.843750
	Iteration 21Q: 3 clusters Score -506415.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -506442.187500 Penalty: 4121.843750
	Iteration 22Q: 3 clusters Score -506442.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -506466.562500 Penalty: 4121.843750
	Iteration 23Q: 3 clusters Score -506466.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -506492.500000 Penalty: 4121.843750
	Iteration 24Q: 3 clusters Score -506492.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -506513.500000 Penalty: 4121.843750
	Iteration 25Q: 3 clusters Score -506513.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -506529.968750 Penalty: 4121.843750
	Iteration 26Q: 3 clusters Score -506530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -506547.093750 Penalty: 4121.843750
	Iteration 27Q: 3 clusters Score -506547.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -506563.031250 Penalty: 4121.843750
	Iteration 28Q: 3 clusters Score -506563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -506571.156250 Penalty: 4121.843750
	Iteration 29Q: 3 clusters Score -506571.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -506577.625000 Penalty: 4121.843750
	Iteration 30Q: 3 clusters Score -506577.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -506582.437500 Penalty: 4121.843750
	Iteration 31Q: 3 clusters Score -506582.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -506587.750000 Penalty: 4121.843750
	Iteration 32Q: 3 clusters Score -506587.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -506593.562500 Penalty: 4121.843750
	Iteration 33Q: 3 clusters Score -506593.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -506595.656250 Penalty: 4121.843750
	Iteration 34Q: 3 clusters Score -506595.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -506599.968750 Penalty: 4121.843750
	Iteration 35Q: 3 clusters Score -506600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -506605.843750 Penalty: 4121.843750
	Iteration 36Q: 3 clusters Score -506605.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -506609.437500 Penalty: 4121.843750
	Iteration 37Q: 3 clusters Score -506609.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -506616.562500 Penalty: 4121.843750
	Iteration 38Q: 3 clusters Score -506616.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -506624.468750 Penalty: 4121.843750
	Iteration 39Q: 3 clusters Score -506624.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -506629.593750 Penalty: 4121.843750
	Iteration 40F: 3 clusters Score -506629.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -506638.031250 Penalty: 4121.843750
	Iteration 41Q: 3 clusters Score -506638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -506642.593750 Penalty: 4121.843750
	Iteration 42Q: 3 clusters Score -506642.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -506649.156250 Penalty: 4121.843750
	Iteration 43Q: 3 clusters Score -506649.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -506654.343750 Penalty: 4121.843750
	Iteration 44Q: 3 clusters Score -506654.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -506660.468750 Penalty: 4121.843750
	Iteration 45Q: 3 clusters Score -506660.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -506660.968750 Penalty: 4121.843750
	Iteration 46Q: 3 clusters Score -506661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -506662.343750 Penalty: 4121.843750
	Iteration 47Q: 3 clusters Score -506662.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -506664.531250 Penalty: 4121.843750
	Iteration 48Q: 3 clusters Score -506664.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -506667.156250 Penalty: 4121.843750
	Iteration 49Q: 3 clusters Score -506667.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -506671.187500 Penalty: 4121.843750
	Iteration 50Q: 3 clusters Score -506671.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -506674.875000 Penalty: 4121.843750
	Iteration 51Q: 3 clusters Score -506674.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -506677.718750 Penalty: 4121.843750
	Iteration 52Q: 3 clusters Score -506677.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -506683.906250 Penalty: 4121.843750
	Iteration 53Q: 3 clusters Score -506683.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -506689.343750 Penalty: 4121.843750
	Iteration 54Q: 3 clusters Score -506689.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -506693.656250 Penalty: 4121.843750
	Iteration 55Q: 3 clusters Score -506693.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -506698.531250 Penalty: 4121.843750
	Iteration 56Q: 3 clusters Score -506698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -506699.937500 Penalty: 4121.843750
	Iteration 57Q: 3 clusters Score -506699.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -506702.468750 Penalty: 4121.843750
	Iteration 58Q: 3 clusters Score -506702.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -506704.312500 Penalty: 4121.843750
	Iteration 59Q: 3 clusters Score -506704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -506705.406250 Penalty: 4121.843750
	Iteration 60F: 3 clusters Score -506705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -506705.937500 Penalty: 4121.843750
	Iteration 61Q: 3 clusters Score -506705.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -506706.312500 Penalty: 4121.843750
	Iteration 62Q: 3 clusters Score -506706.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -506706.375000 Penalty: 4121.843750
	Iteration 63Q: 3 clusters Score -506706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -506706.312500 Penalty: 4121.843750
	Iteration 64Q: 3 clusters Score -506706.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -506706.312500 Penalty: 4121.843750
	Iteration 65F: 3 clusters Score -506706.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Entering Unmasked Estep 
Score: -4795721.000000 Penalty: 2613.640625
	Iteration 0F: 2 clusters Score -4795721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -4770178.000000 Penalty: 5227.281250
	Iteration 0F: 3 clusters Score -4770178 nChanged 17258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -4779280.000000 Penalty: 5227.281250
	Iteration 1F: 3 clusters Score -4779280 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -4779716.500000 Penalty: 5227.281250
	Iteration 2Q: 3 clusters Score -4779716 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -4780090.500000 Penalty: 5227.281250
	Iteration 3Q: 3 clusters Score -4780090 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4780390.500000 Penalty: 5227.281250
	Iteration 4Q: 3 clusters Score -4780390 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -4780712.000000 Penalty: 5227.281250
	Iteration 5Q: 3 clusters Score -4780712 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -4780972.500000 Penalty: 5227.281250
	Iteration 6Q: 3 clusters Score -4780972 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -4781291.000000 Penalty: 5227.281250
	Iteration 7Q: 3 clusters Score -4781291 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -4781694.000000 Penalty: 5227.281250
	Iteration 8Q: 3 clusters Score -4781694 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -4782282.000000 Penalty: 5227.281250
	Iteration 9Q: 3 clusters Score -4782282 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -4783188.500000 Penalty: 5227.281250
	Iteration 10Q: 3 clusters Score -4783188 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -4784560.500000 Penalty: 5227.281250
	Iteration 11Q: 3 clusters Score -4784560 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -4786367.500000 Penalty: 5227.281250
	Iteration 12F: 3 clusters Score -4786368 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -4788225.500000 Penalty: 5227.281250
	Iteration 13F: 3 clusters Score -4788226 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -4789550.000000 Penalty: 5227.281250
	Iteration 14F: 3 clusters Score -4789550 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -4790376.500000 Penalty: 5227.281250
	Iteration 15Q: 3 clusters Score -4790376 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -4791014.500000 Penalty: 5227.281250
	Iteration 16Q: 3 clusters Score -4791014 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -4791664.000000 Penalty: 5227.281250
	Iteration 17Q: 3 clusters Score -4791664 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4792247.500000 Penalty: 5227.281250
	Iteration 18Q: 3 clusters Score -4792248 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4792679.500000 Penalty: 5227.281250
	Iteration 19Q: 3 clusters Score -4792680 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -4792964.000000 Penalty: 5227.281250
	Iteration 20F: 3 clusters Score -4792964 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -4793105.500000 Penalty: 5227.281250
	Iteration 21Q: 3 clusters Score -4793106 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -4793182.500000 Penalty: 5227.281250
	Iteration 22Q: 3 clusters Score -4793182 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -4793234.500000 Penalty: 5227.281250
	Iteration 23Q: 3 clusters Score -4793234 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -4793247.500000 Penalty: 5227.281250
	Iteration 24Q: 3 clusters Score -4793248 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -4793269.500000 Penalty: 5227.281250
	Iteration 25Q: 3 clusters Score -4793270 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -4793278.000000 Penalty: 5227.281250
	Iteration 26Q: 3 clusters Score -4793278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -4793275.500000 Penalty: 5227.281250
	Iteration 27Q: 3 clusters Score -4793276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -4793274.500000 Penalty: 5227.281250
	Iteration 28Q: 3 clusters Score -4793274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -4793283.500000 Penalty: 5227.281250
	Iteration 29Q: 3 clusters Score -4793284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -4793284.500000 Penalty: 5227.281250
	Iteration 30Q: 3 clusters Score -4793284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -4793293.500000 Penalty: 5227.281250
	Iteration 31Q: 3 clusters Score -4793294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -4793290.500000 Penalty: 5227.281250
	Iteration 32Q: 3 clusters Score -4793290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -4793288.500000 Penalty: 5227.281250
	Iteration 33Q: 3 clusters Score -4793288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -4793289.500000 Penalty: 5227.281250
	Iteration 34Q: 3 clusters Score -4793290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4793284.500000 Penalty: 5227.281250
	Iteration 35Q: 3 clusters Score -4793284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -4793293.000000 Penalty: 5227.281250
	Iteration 36Q: 3 clusters Score -4793293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4793291.500000 Penalty: 5227.281250
	Iteration 37Q: 3 clusters Score -4793292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -4793289.500000 Penalty: 5227.281250
	Iteration 38Q: 3 clusters Score -4793290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -4793289.500000 Penalty: 5227.281250
	Iteration 39Q: 3 clusters Score -4793290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -4793293.500000 Penalty: 5227.281250
	Iteration 40F: 3 clusters Score -4793294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (154693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154693 members 
Entering Unmasked Estep 
Score: -19628012.000000 Penalty: 2963.401123
	Iteration 0F: 2 clusters Score -1.962801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -19526652.000000 Penalty: 5926.802246
	Iteration 0F: 3 clusters Score -1.952665e+07 nChanged 73915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 80647 members 
Entering Unmasked Estep 
Score: -19570460.000000 Penalty: 5926.802246
	Iteration 1F: 3 clusters Score -1.957046e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 82569 members 
Entering Unmasked Estep 
Score: -19571876.000000 Penalty: 5926.802246
	Iteration 2Q: 3 clusters Score -1.957188e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 85347 members 
Entering Unmasked Estep 
Score: -19574296.000000 Penalty: 5926.802246
	Iteration 3Q: 3 clusters Score -1.95743e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 89293 members 
Entering Unmasked Estep 
Score: -19577684.000000 Penalty: 5926.802246
	Iteration 4Q: 3 clusters Score -1.957768e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60066 members 
Mstep: Class 2 contains 94627 members 
Entering Unmasked Estep 
Score: -19583044.000000 Penalty: 5926.802246
	Iteration 5F: 3 clusters Score -1.958304e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 100968 members 
Entering Unmasked Estep 
Score: -19590230.000000 Penalty: 5926.802246
	Iteration 6F: 3 clusters Score -1.959023e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 107226 members 
Entering Unmasked Estep 
Score: -19597956.000000 Penalty: 5926.802246
	Iteration 7F: 3 clusters Score -1.959796e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 112482 members 
Entering Unmasked Estep 
Score: -19604550.000000 Penalty: 5926.802246
	Iteration 8F: 3 clusters Score -1.960455e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 116470 members 
Entering Unmasked Estep 
Score: -19608986.000000 Penalty: 5926.802246
	Iteration 9Q: 3 clusters Score -1.960899e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 119627 members 
Entering Unmasked Estep 
Score: -19611274.000000 Penalty: 5926.802246
	Iteration 10Q: 3 clusters Score -1.961127e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 122498 members 
Entering Unmasked Estep 
Score: -19612914.000000 Penalty: 5926.802246
	Iteration 11Q: 3 clusters Score -1.961291e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 125226 members 
Entering Unmasked Estep 
Score: -19614220.000000 Penalty: 5926.802246
	Iteration 12Q: 3 clusters Score -1.961422e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 127862 members 
Entering Unmasked Estep 
Score: -19615400.000000 Penalty: 5926.802246
	Iteration 13Q: 3 clusters Score -1.96154e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 130373 members 
Entering Unmasked Estep 
Score: -19616648.000000 Penalty: 5926.802246
	Iteration 14Q: 3 clusters Score -1.961665e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 132827 members 
Entering Unmasked Estep 
Score: -19617708.000000 Penalty: 5926.802246
	Iteration 15Q: 3 clusters Score -1.961771e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 135103 members 
Entering Unmasked Estep 
Score: -19618760.000000 Penalty: 5926.802246
	Iteration 16Q: 3 clusters Score -1.961876e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 137334 members 
Entering Unmasked Estep 
Score: -19619834.000000 Penalty: 5926.802246
	Iteration 17Q: 3 clusters Score -1.961983e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 139459 members 
Entering Unmasked Estep 
Score: -19620732.000000 Penalty: 5926.802246
	Iteration 18Q: 3 clusters Score -1.962073e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 141383 members 
Entering Unmasked Estep 
Score: -19621564.000000 Penalty: 5926.802246
	Iteration 19Q: 3 clusters Score -1.962156e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 143180 members 
Entering Unmasked Estep 
Score: -19622440.000000 Penalty: 5926.802246
	Iteration 20F: 3 clusters Score -1.962244e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 144739 members 
Entering Unmasked Estep 
Score: -19623006.000000 Penalty: 5926.802246
	Iteration 21Q: 3 clusters Score -1.962301e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 146095 members 
Entering Unmasked Estep 
Score: -19623532.000000 Penalty: 5926.802246
	Iteration 22Q: 3 clusters Score -1.962353e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 147241 members 
Entering Unmasked Estep 
Score: -19624030.000000 Penalty: 5926.802246
	Iteration 23Q: 3 clusters Score -1.962403e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 148171 members 
Entering Unmasked Estep 
Score: -19624382.000000 Penalty: 5926.802246
	Iteration 24Q: 3 clusters Score -1.962438e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 148945 members 
Entering Unmasked Estep 
Score: -19624636.000000 Penalty: 5926.802246
	Iteration 25Q: 3 clusters Score -1.962464e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 149585 members 
Entering Unmasked Estep 
Score: -19624860.000000 Penalty: 5926.802246
	Iteration 26Q: 3 clusters Score -1.962486e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 150134 members 
Entering Unmasked Estep 
Score: -19625022.000000 Penalty: 5926.802246
	Iteration 27Q: 3 clusters Score -1.962502e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 150587 members 
Entering Unmasked Estep 
Score: -19625230.000000 Penalty: 5926.802246
	Iteration 28Q: 3 clusters Score -1.962523e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 150939 members 
Entering Unmasked Estep 
Score: -19625330.000000 Penalty: 5926.802246
	Iteration 29Q: 3 clusters Score -1.962533e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 151227 members 
Entering Unmasked Estep 
Score: -19625458.000000 Penalty: 5926.802246
	Iteration 30Q: 3 clusters Score -1.962546e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 151455 members 
Entering Unmasked Estep 
Score: -19625478.000000 Penalty: 5926.802246
	Iteration 31Q: 3 clusters Score -1.962548e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 151638 members 
Entering Unmasked Estep 
Score: -19625530.000000 Penalty: 5926.802246
	Iteration 32Q: 3 clusters Score -1.962553e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 151770 members 
Entering Unmasked Estep 
Score: -19625594.000000 Penalty: 5926.802246
	Iteration 33Q: 3 clusters Score -1.962559e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 151900 members 
Entering Unmasked Estep 
Score: -19625624.000000 Penalty: 5926.802246
	Iteration 34Q: 3 clusters Score -1.962562e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 152019 members 
Entering Unmasked Estep 
Score: -19625626.000000 Penalty: 5926.802246
	Iteration 35Q: 3 clusters Score -1.962563e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 152129 members 
Entering Unmasked Estep 
Score: -19625614.000000 Penalty: 5926.802246
	Iteration 36Q: 3 clusters Score -1.962561e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 152206 members 
Entering Unmasked Estep 
Score: -19625640.000000 Penalty: 5926.802246
	Iteration 37Q: 3 clusters Score -1.962564e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 152282 members 
Entering Unmasked Estep 
Score: -19625678.000000 Penalty: 5926.802246
	Iteration 38Q: 3 clusters Score -1.962568e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 152339 members 
Entering Unmasked Estep 
Score: -19625698.000000 Penalty: 5926.802246
	Iteration 39Q: 3 clusters Score -1.96257e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 152399 members 
Entering Unmasked Estep 
Score: -19625726.000000 Penalty: 5926.802246
	Iteration 40F: 3 clusters Score -1.962573e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 152466 members 
Entering Unmasked Estep 
Score: -19625714.000000 Penalty: 5926.802246
	Iteration 41Q: 3 clusters Score -1.962571e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 152505 members 
Entering Unmasked Estep 
Score: -19625716.000000 Penalty: 5926.802246
	Iteration 42Q: 3 clusters Score -1.962572e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 152548 members 
Entering Unmasked Estep 
Score: -19625716.000000 Penalty: 5926.802246
	Iteration 43Q: 3 clusters Score -1.962572e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 152598 members 
Entering Unmasked Estep 
Score: -19625724.000000 Penalty: 5926.802246
	Iteration 44Q: 3 clusters Score -1.962572e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 152638 members 
Entering Unmasked Estep 
Score: -19625724.000000 Penalty: 5926.802246
	Iteration 45Q: 3 clusters Score -1.962572e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 152686 members 
Entering Unmasked Estep 
Score: -19625714.000000 Penalty: 5926.802246
	Iteration 46Q: 3 clusters Score -1.962571e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 152723 members 
Entering Unmasked Estep 
Score: -19625724.000000 Penalty: 5926.802246
	Iteration 47Q: 3 clusters Score -1.962572e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 152756 members 
Entering Unmasked Estep 
Score: -19625724.000000 Penalty: 5926.802246
	Iteration 48Q: 3 clusters Score -1.962572e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 152784 members 
Entering Unmasked Estep 
Score: -19625748.000000 Penalty: 5926.802246
	Iteration 49Q: 3 clusters Score -1.962575e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 152810 members 
Entering Unmasked Estep 
Score: -19625770.000000 Penalty: 5926.802246
	Iteration 50Q: 3 clusters Score -1.962577e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 152838 members 
Entering Unmasked Estep 
Score: -19625770.000000 Penalty: 5926.802246
	Iteration 51Q: 3 clusters Score -1.962577e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 152857 members 
Entering Unmasked Estep 
Score: -19625762.000000 Penalty: 5926.802246
	Iteration 52Q: 3 clusters Score -1.962576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 152870 members 
Entering Unmasked Estep 
Score: -19625774.000000 Penalty: 5926.802246
	Iteration 53Q: 3 clusters Score -1.962577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 152882 members 
Entering Unmasked Estep 
Score: -19625776.000000 Penalty: 5926.802246
	Iteration 54Q: 3 clusters Score -1.962578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 152895 members 
Entering Unmasked Estep 
Score: -19625762.000000 Penalty: 5926.802246
	Iteration 55Q: 3 clusters Score -1.962576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 152910 members 
Entering Unmasked Estep 
Score: -19625770.000000 Penalty: 5926.802246
	Iteration 56Q: 3 clusters Score -1.962577e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 152921 members 
Entering Unmasked Estep 
Score: -19625778.000000 Penalty: 5926.802246
	Iteration 57Q: 3 clusters Score -1.962578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 152929 members 
Entering Unmasked Estep 
Score: -19625778.000000 Penalty: 5926.802246
	Iteration 58Q: 3 clusters Score -1.962578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 152935 members 
Entering Unmasked Estep 
Score: -19625800.000000 Penalty: 5926.802246
	Iteration 59Q: 3 clusters Score -1.96258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 152943 members 
Entering Unmasked Estep 
Score: -19625782.000000 Penalty: 5926.802246
	Iteration 60F: 3 clusters Score -1.962578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 152948 members 
Entering Unmasked Estep 
Score: -19625784.000000 Penalty: 5926.802246
	Iteration 61Q: 3 clusters Score -1.962578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 152958 members 
Entering Unmasked Estep 
Score: -19625782.000000 Penalty: 5926.802246
	Iteration 62Q: 3 clusters Score -1.962578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 152959 members 
Entering Unmasked Estep 
Score: -19625786.000000 Penalty: 5926.802246
	Iteration 63Q: 3 clusters Score -1.962579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 152960 members 
Entering Unmasked Estep 
Score: -19625774.000000 Penalty: 5926.802246
	Iteration 64Q: 3 clusters Score -1.962577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 152961 members 
Entering Unmasked Estep 
Score: -19625768.000000 Penalty: 5926.802246
	Iteration 65Q: 3 clusters Score -1.962577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 152963 members 
Entering Unmasked Estep 
Score: -19625776.000000 Penalty: 5926.802246
	Iteration 66Q: 3 clusters Score -1.962578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 152966 members 
Entering Unmasked Estep 
Score: -19625778.000000 Penalty: 5926.802246
	Iteration 67Q: 3 clusters Score -1.962578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 152968 members 
Entering Unmasked Estep 
Score: -19625778.000000 Penalty: 5926.802246
	Iteration 68Q: 3 clusters Score -1.962578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 152969 members 
Entering Unmasked Estep 
Score: -19625780.000000 Penalty: 5926.802246
	Iteration 69Q: 3 clusters Score -1.962578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 152969 members 
Entering Unmasked Estep 
Score: -19625780.000000 Penalty: 5926.802246
	Iteration 70F: 3 clusters Score -1.962578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -36731.542969 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -36731.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35380.800781 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -35380.8 nChanged 53
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: -35556.226562 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -35556.23 nChanged 16
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: -35665.593750 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -35665.59 nChanged 15
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: -35747.031250 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -35747.03 nChanged 9
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: -35789.753906 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -35789.75 nChanged 8
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: -35859.105469 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -35859.11 nChanged 4
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: -35884.929688 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -35884.93 nChanged 2
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: -35889.976562 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -35889.98 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: -35889.976562 Penalty: 2913.965820
	Iteration 8F: 3 clusters Score -35889.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (147680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147680 members 
Entering Unmasked Estep 
Score: -19035196.000000 Penalty: 2951.895264
	Iteration 0F: 2 clusters Score -1.90352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 73853 members 
Entering Unmasked Estep 
Score: -18940734.000000 Penalty: 5903.790527
	Iteration 0F: 3 clusters Score -1.894073e+07 nChanged 70713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75100 members 
Mstep: Class 2 contains 72580 members 
Entering Unmasked Estep 
Score: -18982008.000000 Penalty: 5903.790527
	Iteration 1F: 3 clusters Score -1.898201e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 71574 members 
Entering Unmasked Estep 
Score: -18983012.000000 Penalty: 5903.790527
	Iteration 2Q: 3 clusters Score -1.898301e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77533 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -18984168.000000 Penalty: 5903.790527
	Iteration 3Q: 3 clusters Score -1.898417e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -18985370.000000 Penalty: 5903.790527
	Iteration 4Q: 3 clusters Score -1.898537e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82333 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -18986626.000000 Penalty: 5903.790527
	Iteration 5Q: 3 clusters Score -1.898663e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 61521 members 
Entering Unmasked Estep 
Score: -18988388.000000 Penalty: 5903.790527
	Iteration 6Q: 3 clusters Score -1.898839e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91178 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -18990784.000000 Penalty: 5903.790527
	Iteration 7Q: 3 clusters Score -1.899078e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97412 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -18993656.000000 Penalty: 5903.790527
	Iteration 8F: 3 clusters Score -1.899366e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104977 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -18998090.000000 Penalty: 5903.790527
	Iteration 9F: 3 clusters Score -1.899809e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113580 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -19003952.000000 Penalty: 5903.790527
	Iteration 10F: 3 clusters Score -1.900395e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122164 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -19011194.000000 Penalty: 5903.790527
	Iteration 11F: 3 clusters Score -1.901119e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129365 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -19017746.000000 Penalty: 5903.790527
	Iteration 12F: 3 clusters Score -1.901775e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134460 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -19022490.000000 Penalty: 5903.790527
	Iteration 13Q: 3 clusters Score -1.902249e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137814 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -19025592.000000 Penalty: 5903.790527
	Iteration 14Q: 3 clusters Score -1.902559e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140070 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -19027600.000000 Penalty: 5903.790527
	Iteration 15Q: 3 clusters Score -1.90276e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141702 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -19028972.000000 Penalty: 5903.790527
	Iteration 16Q: 3 clusters Score -1.902897e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142964 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -19029802.000000 Penalty: 5903.790527
	Iteration 17Q: 3 clusters Score -1.90298e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143922 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -19030466.000000 Penalty: 5903.790527
	Iteration 18Q: 3 clusters Score -1.903047e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144643 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -19031024.000000 Penalty: 5903.790527
	Iteration 19Q: 3 clusters Score -1.903102e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145225 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -19031468.000000 Penalty: 5903.790527
	Iteration 20F: 3 clusters Score -1.903147e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145685 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -19031714.000000 Penalty: 5903.790527
	Iteration 21Q: 3 clusters Score -1.903171e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145988 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -19031924.000000 Penalty: 5903.790527
	Iteration 22Q: 3 clusters Score -1.903192e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146207 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -19032062.000000 Penalty: 5903.790527
	Iteration 23Q: 3 clusters Score -1.903206e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146374 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -19032240.000000 Penalty: 5903.790527
	Iteration 24Q: 3 clusters Score -1.903224e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146488 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -19032336.000000 Penalty: 5903.790527
	Iteration 25Q: 3 clusters Score -1.903234e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146574 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -19032388.000000 Penalty: 5903.790527
	Iteration 26Q: 3 clusters Score -1.903239e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146639 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -19032430.000000 Penalty: 5903.790527
	Iteration 27Q: 3 clusters Score -1.903243e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146685 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -19032514.000000 Penalty: 5903.790527
	Iteration 28Q: 3 clusters Score -1.903251e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146726 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -19032500.000000 Penalty: 5903.790527
	Iteration 29Q: 3 clusters Score -1.90325e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146744 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -19032524.000000 Penalty: 5903.790527
	Iteration 30Q: 3 clusters Score -1.903252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146764 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -19032532.000000 Penalty: 5903.790527
	Iteration 31Q: 3 clusters Score -1.903253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146773 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -19032532.000000 Penalty: 5903.790527
	Iteration 32Q: 3 clusters Score -1.903253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146779 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -19032548.000000 Penalty: 5903.790527
	Iteration 33Q: 3 clusters Score -1.903255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146788 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -19032550.000000 Penalty: 5903.790527
	Iteration 34Q: 3 clusters Score -1.903255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146791 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19032532.000000 Penalty: 5903.790527
	Iteration 35Q: 3 clusters Score -1.903253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146803 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -19032564.000000 Penalty: 5903.790527
	Iteration 36Q: 3 clusters Score -1.903256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146815 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -19032562.000000 Penalty: 5903.790527
	Iteration 37Q: 3 clusters Score -1.903256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146827 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -19032566.000000 Penalty: 5903.790527
	Iteration 38Q: 3 clusters Score -1.903257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146835 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -19032578.000000 Penalty: 5903.790527
	Iteration 39Q: 3 clusters Score -1.903258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146838 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -19032570.000000 Penalty: 5903.790527
	Iteration 40F: 3 clusters Score -1.903257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146845 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -19032564.000000 Penalty: 5903.790527
	Iteration 41Q: 3 clusters Score -1.903256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146848 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -19032584.000000 Penalty: 5903.790527
	Iteration 42Q: 3 clusters Score -1.903258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146853 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -19032588.000000 Penalty: 5903.790527
	Iteration 43Q: 3 clusters Score -1.903259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146858 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -19032596.000000 Penalty: 5903.790527
	Iteration 44Q: 3 clusters Score -1.90326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146861 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19032578.000000 Penalty: 5903.790527
	Iteration 45Q: 3 clusters Score -1.903258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146864 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -19032588.000000 Penalty: 5903.790527
	Iteration 46Q: 3 clusters Score -1.903259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146865 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -19032582.000000 Penalty: 5903.790527
	Iteration 47Q: 3 clusters Score -1.903258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146868 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -19032578.000000 Penalty: 5903.790527
	Iteration 48Q: 3 clusters Score -1.903258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146871 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -19032592.000000 Penalty: 5903.790527
	Iteration 49Q: 3 clusters Score -1.903259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146872 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19032594.000000 Penalty: 5903.790527
	Iteration 50Q: 3 clusters Score -1.903259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146875 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -19032592.000000 Penalty: 5903.790527
	Iteration 51Q: 3 clusters Score -1.903259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146880 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -19032584.000000 Penalty: 5903.790527
	Iteration 52Q: 3 clusters Score -1.903258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146885 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -19032584.000000 Penalty: 5903.790527
	Iteration 53Q: 3 clusters Score -1.903258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146891 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -19032592.000000 Penalty: 5903.790527
	Iteration 54Q: 3 clusters Score -1.903259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146897 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -19032594.000000 Penalty: 5903.790527
	Iteration 55Q: 3 clusters Score -1.903259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146897 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -19032604.000000 Penalty: 5903.790527
	Iteration 56Q: 3 clusters Score -1.90326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146901 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -19032606.000000 Penalty: 5903.790527
	Iteration 57Q: 3 clusters Score -1.903261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146907 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -19032618.000000 Penalty: 5903.790527
	Iteration 58Q: 3 clusters Score -1.903262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146914 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -19032634.000000 Penalty: 5903.790527
	Iteration 59Q: 3 clusters Score -1.903263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146919 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -19032638.000000 Penalty: 5903.790527
	Iteration 60F: 3 clusters Score -1.903264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146921 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -19032630.000000 Penalty: 5903.790527
	Iteration 61Q: 3 clusters Score -1.903263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146925 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -19032634.000000 Penalty: 5903.790527
	Iteration 62Q: 3 clusters Score -1.903263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146925 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -19032630.000000 Penalty: 5903.790527
	Iteration 63Q: 3 clusters Score -1.903263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146926 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -19032630.000000 Penalty: 5903.790527
	Iteration 64Q: 3 clusters Score -1.903263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146926 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -19032630.000000 Penalty: 5903.790527
	Iteration 65F: 3 clusters Score -1.903263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -55036.730469 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -55036.73 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 252 members 
Entering Unmasked Estep 
Score: -53515.644531 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -53515.64 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53729.800781 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -53729.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53826.503906 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -53826.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53948.628906 Penalty: 3081.452637
	Iteration 3F: 3 clusters Score -53948.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54066.203125 Penalty: 3081.452637
	Iteration 4F: 3 clusters Score -54066.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54183.281250 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -54183.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54298.906250 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -54298.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54386.542969 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -54386.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54422.035156 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -54422.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54459.132812 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -54459.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54474.972656 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -54474.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54474.972656 Penalty: 3081.452637
	Iteration 11F: 3 clusters Score -54474.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -28831.234375 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -28831.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27593.746094 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -27593.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27721.005859 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -27721.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27793.785156 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -27793.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27816.218750 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -27816.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27818.384766 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -27818.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27846.730469 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -27846.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27893.460938 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -27893.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27953.285156 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -27953.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27981.666016 Penalty: 2793.081055
	Iteration 8Q: 3 clusters Score -27981.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28036.898438 Penalty: 2793.081055
	Iteration 9Q: 3 clusters Score -28036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28081.585938 Penalty: 2793.081055
	Iteration 10Q: 3 clusters Score -28081.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28081.585938 Penalty: 2793.081055
	Iteration 11F: 3 clusters Score -28081.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -71268.179688 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -71268.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69635.039062 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -69635.04 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69920.234375 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -69920.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -70048.226562 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -70048.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -70186.406250 Penalty: 3217.891357
	Iteration 3F: 3 clusters Score -70186.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70366.375000 Penalty: 3217.891357
	Iteration 4F: 3 clusters Score -70366.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70584.289062 Penalty: 3217.891357
	Iteration 5F: 3 clusters Score -70584.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -70710.312500 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -70710.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -70901.343750 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -70901.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -71108.242188 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -71108.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71321.140625 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -71321.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -71438.640625 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -71438.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -71530.828125 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -71530.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -71591.929688 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -71591.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71864.296875 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -71864.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71917.007812 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -71917.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72032.656250 Penalty: 3217.891357
	Iteration 15Q: 3 clusters Score -72032.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72175.781250 Penalty: 3217.891357
	Iteration 16Q: 3 clusters Score -72175.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72175.781250 Penalty: 3217.891357
	Iteration 17F: 3 clusters Score -72175.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150228 members 
Mstep: Class 3 contains 5127 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170736 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4146 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5358 members 
Mstep: Class 10 contains 155514 members 
Mstep: Class 11 contains 73126 members 
Mstep: Class 12 contains 158544 members 
Mstep: Class 13 contains 8847 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 149014 members 
Mstep: Class 16 contains 57827 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 37755 members 
Mstep: Class 19 contains 154693 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147680 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 342 members 
Entering Unmasked Estep 
Score: -161326016.000000 Penalty: 87239.546875
Splitting cluster 24 changes total score from -161326768.000000 to -161326016.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150228 members 
Mstep: Class 3 contains 5127 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170736 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4146 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5358 members 
Mstep: Class 10 contains 155514 members 
Mstep: Class 11 contains 73126 members 
Mstep: Class 12 contains 158544 members 
Mstep: Class 13 contains 8847 members 
Mstep: Class 14 contains 1196 members 
Mstep: Class 15 contains 149014 members 
Mstep: Class 16 contains 57827 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 37755 members 
Mstep: Class 19 contains 154693 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147680 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326832.000000 Penalty: 83749.968750
Iteration 399Q: 25 clusters Score -1.613268e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 150224 members 
Mstep: Class 3 contains 5122 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170728 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4146 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5349 members 
Mstep: Class 10 contains 155527 members 
Mstep: Class 11 contains 73128 members 
Mstep: Class 12 contains 158589 members 
Mstep: Class 13 contains 8849 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 149022 members 
Mstep: Class 16 contains 57810 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 37770 members 
Mstep: Class 19 contains 154645 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147687 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326512.000000 Penalty: 83749.968750
Iteration 400F: 25 clusters Score -1.613265e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150203 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170752 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4145 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 155533 members 
Mstep: Class 11 contains 73144 members 
Mstep: Class 12 contains 158636 members 
Mstep: Class 13 contains 8845 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 149037 members 
Mstep: Class 16 contains 57790 members 
Mstep: Class 17 contains 4066 members 
Mstep: Class 18 contains 37778 members 
Mstep: Class 19 contains 154578 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147694 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326560.000000 Penalty: 83749.968750
Iteration 401Q: 25 clusters Score -1.613266e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150207 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170755 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4143 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 155552 members 
Mstep: Class 11 contains 73162 members 
Mstep: Class 12 contains 158681 members 
Mstep: Class 13 contains 8845 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 149055 members 
Mstep: Class 16 contains 57776 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 37794 members 
Mstep: Class 19 contains 154482 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147700 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326352.000000 Penalty: 83749.968750
Iteration 402Q: 25 clusters Score -1.613264e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150207 members 
Mstep: Class 3 contains 5105 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170755 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4143 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 155573 members 
Mstep: Class 11 contains 73170 members 
Mstep: Class 12 contains 158700 members 
Mstep: Class 13 contains 8848 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149085 members 
Mstep: Class 16 contains 57756 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 37810 members 
Mstep: Class 19 contains 154410 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147712 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326336.000000 Penalty: 83749.968750
Iteration 403Q: 25 clusters Score -1.613263e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150216 members 
Mstep: Class 3 contains 5103 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170753 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4142 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 155585 members 
Mstep: Class 11 contains 73183 members 
Mstep: Class 12 contains 158733 members 
Mstep: Class 13 contains 8849 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149091 members 
Mstep: Class 16 contains 57738 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 37830 members 
Mstep: Class 19 contains 154338 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147718 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326400.000000 Penalty: 83749.968750
Iteration 404Q: 25 clusters Score -1.613264e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150205 members 
Mstep: Class 3 contains 5099 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170743 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4141 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5309 members 
Mstep: Class 10 contains 155590 members 
Mstep: Class 11 contains 73193 members 
Mstep: Class 12 contains 158772 members 
Mstep: Class 13 contains 8848 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149103 members 
Mstep: Class 16 contains 57725 members 
Mstep: Class 17 contains 4064 members 
Mstep: Class 18 contains 37850 members 
Mstep: Class 19 contains 154289 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147731 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326496.000000 Penalty: 83749.968750
Iteration 405Q: 25 clusters Score -1.613265e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150204 members 
Mstep: Class 3 contains 5099 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170743 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4140 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5304 members 
Mstep: Class 10 contains 155596 members 
Mstep: Class 11 contains 73194 members 
Mstep: Class 12 contains 158787 members 
Mstep: Class 13 contains 8846 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149127 members 
Mstep: Class 16 contains 57717 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 37863 members 
Mstep: Class 19 contains 154235 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147744 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326608.000000 Penalty: 83749.968750
Iteration 406Q: 25 clusters Score -1.613266e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150208 members 
Mstep: Class 3 contains 5101 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170771 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4138 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 155583 members 
Mstep: Class 11 contains 73196 members 
Mstep: Class 12 contains 158785 members 
Mstep: Class 13 contains 8847 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149162 members 
Mstep: Class 16 contains 57707 members 
Mstep: Class 17 contains 4060 members 
Mstep: Class 18 contains 37869 members 
Mstep: Class 19 contains 154187 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147749 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326672.000000 Penalty: 83749.968750
Iteration 407Q: 25 clusters Score -1.613267e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150201 members 
Mstep: Class 3 contains 5101 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4137 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5294 members 
Mstep: Class 10 contains 155576 members 
Mstep: Class 11 contains 73210 members 
Mstep: Class 12 contains 158810 members 
Mstep: Class 13 contains 8845 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149172 members 
Mstep: Class 16 contains 57698 members 
Mstep: Class 17 contains 4060 members 
Mstep: Class 18 contains 37874 members 
Mstep: Class 19 contains 154131 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147752 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326608.000000 Penalty: 83749.968750
Iteration 408Q: 25 clusters Score -1.613266e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150211 members 
Mstep: Class 3 contains 5094 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170835 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4136 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5292 members 
Mstep: Class 10 contains 155582 members 
Mstep: Class 11 contains 73214 members 
Mstep: Class 12 contains 158833 members 
Mstep: Class 13 contains 8841 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149153 members 
Mstep: Class 16 contains 57683 members 
Mstep: Class 17 contains 4060 members 
Mstep: Class 18 contains 37879 members 
Mstep: Class 19 contains 154099 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147749 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326560.000000 Penalty: 83749.968750
Iteration 409Q: 25 clusters Score -1.613266e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150213 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170860 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4135 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5287 members 
Mstep: Class 10 contains 155591 members 
Mstep: Class 11 contains 73211 members 
Mstep: Class 12 contains 158856 members 
Mstep: Class 13 contains 8841 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149158 members 
Mstep: Class 16 contains 57667 members 
Mstep: Class 17 contains 4060 members 
Mstep: Class 18 contains 37884 members 
Mstep: Class 19 contains 154064 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147744 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326480.000000 Penalty: 83749.968750
Iteration 410Q: 25 clusters Score -1.613265e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150211 members 
Mstep: Class 3 contains 5088 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170883 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4134 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5286 members 
Mstep: Class 10 contains 155590 members 
Mstep: Class 11 contains 73215 members 
Mstep: Class 12 contains 158863 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149167 members 
Mstep: Class 16 contains 57639 members 
Mstep: Class 17 contains 4060 members 
Mstep: Class 18 contains 37905 members 
Mstep: Class 19 contains 154035 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147746 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326624.000000 Penalty: 83749.968750
Iteration 411Q: 25 clusters Score -1.613266e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 150219 members 
Mstep: Class 3 contains 5088 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170893 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4132 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5287 members 
Mstep: Class 10 contains 155591 members 
Mstep: Class 11 contains 73212 members 
Mstep: Class 12 contains 158871 members 
Mstep: Class 13 contains 8841 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149176 members 
Mstep: Class 16 contains 57629 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 37920 members 
Mstep: Class 19 contains 154006 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147736 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326608.000000 Penalty: 83749.968750
Iteration 412Q: 25 clusters Score -1.613266e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 150240 members 
Mstep: Class 3 contains 5087 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170889 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4130 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5284 members 
Mstep: Class 10 contains 155647 members 
Mstep: Class 11 contains 73215 members 
Mstep: Class 12 contains 158824 members 
Mstep: Class 13 contains 8840 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149172 members 
Mstep: Class 16 contains 57626 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 37930 members 
Mstep: Class 19 contains 153982 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147736 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326512.000000 Penalty: 83749.968750
Iteration 413Q: 25 clusters Score -1.613265e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150266 members 
Mstep: Class 3 contains 5083 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170882 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4128 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 10 contains 155683 members 
Mstep: Class 11 contains 73216 members 
Mstep: Class 12 contains 158807 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149180 members 
Mstep: Class 16 contains 57612 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 37943 members 
Mstep: Class 19 contains 153949 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147733 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326608.000000 Penalty: 83749.968750
Iteration 414Q: 25 clusters Score -1.613266e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150291 members 
Mstep: Class 3 contains 5077 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170862 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4125 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5277 members 
Mstep: Class 10 contains 155726 members 
Mstep: Class 11 contains 73221 members 
Mstep: Class 12 contains 158776 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 149187 members 
Mstep: Class 16 contains 57602 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 37957 members 
Mstep: Class 19 contains 153924 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147738 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326512.000000 Penalty: 83749.968750
Iteration 415Q: 25 clusters Score -1.613265e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150309 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170847 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4124 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5270 members 
Mstep: Class 10 contains 155768 members 
Mstep: Class 11 contains 73220 members 
Mstep: Class 12 contains 158764 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 149184 members 
Mstep: Class 16 contains 57593 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 37971 members 
Mstep: Class 19 contains 153898 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147746 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326480.000000 Penalty: 83749.968750
Iteration 416Q: 25 clusters Score -1.613265e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150335 members 
Mstep: Class 3 contains 5067 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170837 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4123 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5266 members 
Mstep: Class 10 contains 155818 members 
Mstep: Class 11 contains 73221 members 
Mstep: Class 12 contains 158716 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 149190 members 
Mstep: Class 16 contains 57588 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 37977 members 
Mstep: Class 19 contains 153880 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147748 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326512.000000 Penalty: 83749.968750
Iteration 417Q: 25 clusters Score -1.613265e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150356 members 
Mstep: Class 3 contains 5065 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170822 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5262 members 
Mstep: Class 10 contains 155861 members 
Mstep: Class 11 contains 73220 members 
Mstep: Class 12 contains 158671 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 149191 members 
Mstep: Class 16 contains 57586 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 37987 members 
Mstep: Class 19 contains 153859 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147765 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326432.000000 Penalty: 83749.968750
Iteration 418Q: 25 clusters Score -1.613264e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150379 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170807 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 10 contains 155890 members 
Mstep: Class 11 contains 73219 members 
Mstep: Class 12 contains 158636 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 149194 members 
Mstep: Class 16 contains 57576 members 
Mstep: Class 17 contains 4064 members 
Mstep: Class 18 contains 38006 members 
Mstep: Class 19 contains 153840 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147769 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326448.000000 Penalty: 83749.968750
Iteration 419Q: 25 clusters Score -1.613264e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150391 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170817 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5252 members 
Mstep: Class 10 contains 155876 members 
Mstep: Class 11 contains 73220 members 
Mstep: Class 12 contains 158621 members 
Mstep: Class 13 contains 8833 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 149207 members 
Mstep: Class 16 contains 57564 members 
Mstep: Class 17 contains 4064 members 
Mstep: Class 18 contains 38028 members 
Mstep: Class 19 contains 153820 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147778 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326512.000000 Penalty: 83749.968750
Iteration 420F: 25 clusters Score -1.613265e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150394 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170815 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4121 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5248 members 
Mstep: Class 10 contains 155883 members 
Mstep: Class 11 contains 73219 members 
Mstep: Class 12 contains 158622 members 
Mstep: Class 13 contains 8830 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 149218 members 
Mstep: Class 16 contains 57554 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 38046 members 
Mstep: Class 19 contains 153803 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147778 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326512.000000 Penalty: 83749.968750
Iteration 421Q: 25 clusters Score -1.613265e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150408 members 
Mstep: Class 3 contains 5067 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170817 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5244 members 
Mstep: Class 10 contains 155903 members 
Mstep: Class 11 contains 73216 members 
Mstep: Class 12 contains 158599 members 
Mstep: Class 13 contains 8828 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 149232 members 
Mstep: Class 16 contains 57546 members 
Mstep: Class 17 contains 4061 members 
Mstep: Class 18 contains 38060 members 
Mstep: Class 19 contains 153782 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147781 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326688.000000 Penalty: 83749.968750
Iteration 422Q: 25 clusters Score -1.613267e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150432 members 
Mstep: Class 3 contains 5064 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170800 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5237 members 
Mstep: Class 10 contains 155928 members 
Mstep: Class 11 contains 73215 members 
Mstep: Class 12 contains 158565 members 
Mstep: Class 13 contains 8827 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 149229 members 
Mstep: Class 16 contains 57543 members 
Mstep: Class 17 contains 4060 members 
Mstep: Class 18 contains 38082 members 
Mstep: Class 19 contains 153767 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147795 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326704.000000 Penalty: 83749.968750
Iteration 423Q: 25 clusters Score -1.613267e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150447 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170793 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5234 members 
Mstep: Class 10 contains 155947 members 
Mstep: Class 11 contains 73216 members 
Mstep: Class 12 contains 158570 members 
Mstep: Class 13 contains 8826 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149223 members 
Mstep: Class 16 contains 57536 members 
Mstep: Class 17 contains 4060 members 
Mstep: Class 18 contains 38096 members 
Mstep: Class 19 contains 153728 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147811 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326704.000000 Penalty: 83749.968750
Iteration 424Q: 25 clusters Score -1.613267e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150465 members 
Mstep: Class 3 contains 5047 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170791 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5232 members 
Mstep: Class 10 contains 155969 members 
Mstep: Class 11 contains 73211 members 
Mstep: Class 12 contains 158563 members 
Mstep: Class 13 contains 8825 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149226 members 
Mstep: Class 16 contains 57533 members 
Mstep: Class 17 contains 4059 members 
Mstep: Class 18 contains 38109 members 
Mstep: Class 19 contains 153697 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147818 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326608.000000 Penalty: 83749.968750
Iteration 425Q: 25 clusters Score -1.613266e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150474 members 
Mstep: Class 3 contains 5044 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170792 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5233 members 
Mstep: Class 10 contains 155989 members 
Mstep: Class 11 contains 73211 members 
Mstep: Class 12 contains 158562 members 
Mstep: Class 13 contains 8825 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149232 members 
Mstep: Class 16 contains 57527 members 
Mstep: Class 17 contains 4058 members 
Mstep: Class 18 contains 38122 members 
Mstep: Class 19 contains 153643 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147833 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326592.000000 Penalty: 83749.968750
Iteration 426Q: 25 clusters Score -1.613266e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150476 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170784 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 156026 members 
Mstep: Class 11 contains 73216 members 
Mstep: Class 12 contains 158537 members 
Mstep: Class 13 contains 8826 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149246 members 
Mstep: Class 16 contains 57518 members 
Mstep: Class 17 contains 4058 members 
Mstep: Class 18 contains 38144 members 
Mstep: Class 19 contains 153599 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147848 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326480.000000 Penalty: 83749.968750
Iteration 427Q: 25 clusters Score -1.613265e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150478 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170774 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 156062 members 
Mstep: Class 11 contains 73222 members 
Mstep: Class 12 contains 158518 members 
Mstep: Class 13 contains 8828 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149257 members 
Mstep: Class 16 contains 57515 members 
Mstep: Class 17 contains 4057 members 
Mstep: Class 18 contains 38163 members 
Mstep: Class 19 contains 153550 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147857 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326512.000000 Penalty: 83749.968750
Iteration 428Q: 25 clusters Score -1.613265e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150471 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170777 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5229 members 
Mstep: Class 10 contains 156085 members 
Mstep: Class 11 contains 73227 members 
Mstep: Class 12 contains 158519 members 
Mstep: Class 13 contains 8828 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 149257 members 
Mstep: Class 16 contains 57506 members 
Mstep: Class 17 contains 4058 members 
Mstep: Class 18 contains 38182 members 
Mstep: Class 19 contains 153503 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147870 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326432.000000 Penalty: 83749.968750
Iteration 429Q: 25 clusters Score -1.613264e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150477 members 
Mstep: Class 3 contains 5032 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170762 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5226 members 
Mstep: Class 10 contains 156125 members 
Mstep: Class 11 contains 73235 members 
Mstep: Class 12 contains 158515 members 
Mstep: Class 13 contains 8828 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149251 members 
Mstep: Class 16 contains 57498 members 
Mstep: Class 17 contains 4058 members 
Mstep: Class 18 contains 38206 members 
Mstep: Class 19 contains 153453 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147880 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326640.000000 Penalty: 83749.968750
Iteration 430Q: 25 clusters Score -1.613266e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150483 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170744 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 156171 members 
Mstep: Class 11 contains 73240 members 
Mstep: Class 12 contains 158522 members 
Mstep: Class 13 contains 8826 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149239 members 
Mstep: Class 16 contains 57485 members 
Mstep: Class 17 contains 4058 members 
Mstep: Class 18 contains 38239 members 
Mstep: Class 19 contains 153394 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147890 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326640.000000 Penalty: 83749.968750
Iteration 431Q: 25 clusters Score -1.613266e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150499 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170730 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5220 members 
Mstep: Class 10 contains 156198 members 
Mstep: Class 11 contains 73248 members 
Mstep: Class 12 contains 158508 members 
Mstep: Class 13 contains 8825 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149236 members 
Mstep: Class 16 contains 57476 members 
Mstep: Class 17 contains 4059 members 
Mstep: Class 18 contains 38265 members 
Mstep: Class 19 contains 153346 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147907 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326848.000000 Penalty: 83749.968750
Iteration 432Q: 25 clusters Score -1.613268e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150515 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170696 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5212 members 
Mstep: Class 10 contains 156225 members 
Mstep: Class 11 contains 73246 members 
Mstep: Class 12 contains 158514 members 
Mstep: Class 13 contains 8823 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149243 members 
Mstep: Class 16 contains 57468 members 
Mstep: Class 17 contains 4058 members 
Mstep: Class 18 contains 38298 members 
Mstep: Class 19 contains 153306 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147915 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326928.000000 Penalty: 83749.968750
Iteration 433Q: 25 clusters Score -1.613269e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150528 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170675 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4119 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5207 members 
Mstep: Class 10 contains 156243 members 
Mstep: Class 11 contains 73253 members 
Mstep: Class 12 contains 158490 members 
Mstep: Class 13 contains 8824 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149258 members 
Mstep: Class 16 contains 57460 members 
Mstep: Class 17 contains 4058 members 
Mstep: Class 18 contains 38332 members 
Mstep: Class 19 contains 153262 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147931 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327136.000000 Penalty: 83749.968750
Iteration 434Q: 25 clusters Score -1.613271e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150530 members 
Mstep: Class 3 contains 5025 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170662 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4117 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5205 members 
Mstep: Class 10 contains 156258 members 
Mstep: Class 11 contains 73259 members 
Mstep: Class 12 contains 158456 members 
Mstep: Class 13 contains 8825 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149277 members 
Mstep: Class 16 contains 57455 members 
Mstep: Class 17 contains 4057 members 
Mstep: Class 18 contains 38361 members 
Mstep: Class 19 contains 153233 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147947 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327008.000000 Penalty: 83749.968750
Iteration 435Q: 25 clusters Score -1.61327e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150533 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170647 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4114 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5200 members 
Mstep: Class 10 contains 156279 members 
Mstep: Class 11 contains 73266 members 
Mstep: Class 12 contains 158428 members 
Mstep: Class 13 contains 8824 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149297 members 
Mstep: Class 16 contains 57450 members 
Mstep: Class 17 contains 4055 members 
Mstep: Class 18 contains 38383 members 
Mstep: Class 19 contains 153208 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147957 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326992.000000 Penalty: 83749.968750
Iteration 436Q: 25 clusters Score -1.61327e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150524 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170638 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4110 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5195 members 
Mstep: Class 10 contains 156297 members 
Mstep: Class 11 contains 73271 members 
Mstep: Class 12 contains 158398 members 
Mstep: Class 13 contains 8824 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149313 members 
Mstep: Class 16 contains 57449 members 
Mstep: Class 17 contains 4054 members 
Mstep: Class 18 contains 38400 members 
Mstep: Class 19 contains 153199 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147971 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326960.000000 Penalty: 83749.968750
Iteration 437Q: 25 clusters Score -1.61327e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150522 members 
Mstep: Class 3 contains 5022 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170631 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4105 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5193 members 
Mstep: Class 10 contains 156339 members 
Mstep: Class 11 contains 73272 members 
Mstep: Class 12 contains 158372 members 
Mstep: Class 13 contains 8824 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149314 members 
Mstep: Class 16 contains 57444 members 
Mstep: Class 17 contains 4055 members 
Mstep: Class 18 contains 38413 members 
Mstep: Class 19 contains 153170 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147991 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327008.000000 Penalty: 83749.968750
Iteration 438Q: 25 clusters Score -1.61327e+08 nChanged 284
Entering ConstructFrom: 
Score: -161327008.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (4165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Entering Unmasked Estep 
Score: -515233.937500 Penalty: 2066.948975
	Iteration 0F: 2 clusters Score -515233.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -511243.000000 Penalty: 4133.897949
	Iteration 0F: 3 clusters Score -511243 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -512207.437500 Penalty: 4133.897949
	Iteration 1F: 3 clusters Score -512207.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -512510.500000 Penalty: 4133.897949
	Iteration 2F: 3 clusters Score -512510.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -512747.500000 Penalty: 4133.897949
	Iteration 3F: 3 clusters Score -512747.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -512925.000000 Penalty: 4133.897949
	Iteration 4Q: 3 clusters Score -512925 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -513061.968750 Penalty: 4133.897949
	Iteration 5Q: 3 clusters Score -513062 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -513188.062500 Penalty: 4133.897949
	Iteration 6Q: 3 clusters Score -513188.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -513357.687500 Penalty: 4133.897949
	Iteration 7Q: 3 clusters Score -513357.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -513584.718750 Penalty: 4133.897949
	Iteration 8Q: 3 clusters Score -513584.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -513812.187500 Penalty: 4133.897949
	Iteration 9Q: 3 clusters Score -513812.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -514026.093750 Penalty: 4133.897949
	Iteration 10Q: 3 clusters Score -514026.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -514197.312500 Penalty: 4133.897949
	Iteration 11Q: 3 clusters Score -514197.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -514346.812500 Penalty: 4133.897949
	Iteration 12Q: 3 clusters Score -514346.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -514472.375000 Penalty: 4133.897949
	Iteration 13Q: 3 clusters Score -514472.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -514563.375000 Penalty: 4133.897949
	Iteration 14Q: 3 clusters Score -514563.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -514636.156250 Penalty: 4133.897949
	Iteration 15Q: 3 clusters Score -514636.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -514682.937500 Penalty: 4133.897949
	Iteration 16Q: 3 clusters Score -514682.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -514712.343750 Penalty: 4133.897949
	Iteration 17Q: 3 clusters Score -514712.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -514731.250000 Penalty: 4133.897949
	Iteration 18Q: 3 clusters Score -514731.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -514738.531250 Penalty: 4133.897949
	Iteration 19Q: 3 clusters Score -514738.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -514743.250000 Penalty: 4133.897949
	Iteration 20F: 3 clusters Score -514743.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -514745.687500 Penalty: 4133.897949
	Iteration 21Q: 3 clusters Score -514745.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -514746.593750 Penalty: 4133.897949
	Iteration 22Q: 3 clusters Score -514746.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -514748.156250 Penalty: 4133.897949
	Iteration 23Q: 3 clusters Score -514748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -514748.968750 Penalty: 4133.897949
	Iteration 24Q: 3 clusters Score -514749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -514750.562500 Penalty: 4133.897949
	Iteration 25Q: 3 clusters Score -514750.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -514751.843750 Penalty: 4133.897949
	Iteration 26Q: 3 clusters Score -514751.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -514754.156250 Penalty: 4133.897949
	Iteration 27Q: 3 clusters Score -514754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -514756.000000 Penalty: 4133.897949
	Iteration 28Q: 3 clusters Score -514756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -514757.062500 Penalty: 4133.897949
	Iteration 29Q: 3 clusters Score -514757.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -514757.062500 Penalty: 4133.897949
	Iteration 30F: 3 clusters Score -514757.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (150534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150534 members 
Entering Unmasked Estep 
Score: -19258216.000000 Penalty: 2956.642334
	Iteration 0F: 2 clusters Score -1.925822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75257 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -19160792.000000 Penalty: 5913.284668
	Iteration 0F: 3 clusters Score -1.916079e+07 nChanged 71829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 76226 members 
Entering Unmasked Estep 
Score: -19202750.000000 Penalty: 5913.284668
	Iteration 1F: 3 clusters Score -1.920275e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 76793 members 
Entering Unmasked Estep 
Score: -19203458.000000 Penalty: 5913.284668
	Iteration 2Q: 3 clusters Score -1.920346e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72953 members 
Mstep: Class 2 contains 77581 members 
Entering Unmasked Estep 
Score: -19204188.000000 Penalty: 5913.284668
	Iteration 3Q: 3 clusters Score -1.920419e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -19204986.000000 Penalty: 5913.284668
	Iteration 4Q: 3 clusters Score -1.920499e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 80470 members 
Entering Unmasked Estep 
Score: -19205820.000000 Penalty: 5913.284668
	Iteration 5Q: 3 clusters Score -1.920582e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 82996 members 
Entering Unmasked Estep 
Score: -19206762.000000 Penalty: 5913.284668
	Iteration 6Q: 3 clusters Score -1.920676e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 86451 members 
Entering Unmasked Estep 
Score: -19208184.000000 Penalty: 5913.284668
	Iteration 7Q: 3 clusters Score -1.920818e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 91260 members 
Entering Unmasked Estep 
Score: -19210596.000000 Penalty: 5913.284668
	Iteration 8Q: 3 clusters Score -1.92106e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 97834 members 
Entering Unmasked Estep 
Score: -19214498.000000 Penalty: 5913.284668
	Iteration 9F: 3 clusters Score -1.92145e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 105726 members 
Entering Unmasked Estep 
Score: -19220454.000000 Penalty: 5913.284668
	Iteration 10F: 3 clusters Score -1.922045e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 113860 members 
Entering Unmasked Estep 
Score: -19227608.000000 Penalty: 5913.284668
	Iteration 11F: 3 clusters Score -1.922761e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 120571 members 
Entering Unmasked Estep 
Score: -19234220.000000 Penalty: 5913.284668
	Iteration 12F: 3 clusters Score -1.923422e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 125018 members 
Entering Unmasked Estep 
Score: -19238938.000000 Penalty: 5913.284668
	Iteration 13Q: 3 clusters Score -1.923894e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 127862 members 
Entering Unmasked Estep 
Score: -19241704.000000 Penalty: 5913.284668
	Iteration 14Q: 3 clusters Score -1.92417e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 130022 members 
Entering Unmasked Estep 
Score: -19243258.000000 Penalty: 5913.284668
	Iteration 15Q: 3 clusters Score -1.924326e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 131960 members 
Entering Unmasked Estep 
Score: -19244420.000000 Penalty: 5913.284668
	Iteration 16Q: 3 clusters Score -1.924442e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 133835 members 
Entering Unmasked Estep 
Score: -19245544.000000 Penalty: 5913.284668
	Iteration 17Q: 3 clusters Score -1.924554e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 135742 members 
Entering Unmasked Estep 
Score: -19246602.000000 Penalty: 5913.284668
	Iteration 18Q: 3 clusters Score -1.92466e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 137551 members 
Entering Unmasked Estep 
Score: -19247596.000000 Penalty: 5913.284668
	Iteration 19Q: 3 clusters Score -1.92476e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 139249 members 
Entering Unmasked Estep 
Score: -19248630.000000 Penalty: 5913.284668
	Iteration 20F: 3 clusters Score -1.924863e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 140837 members 
Entering Unmasked Estep 
Score: -19249492.000000 Penalty: 5913.284668
	Iteration 21Q: 3 clusters Score -1.924949e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 142300 members 
Entering Unmasked Estep 
Score: -19250366.000000 Penalty: 5913.284668
	Iteration 22Q: 3 clusters Score -1.925037e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 143608 members 
Entering Unmasked Estep 
Score: -19251078.000000 Penalty: 5913.284668
	Iteration 23Q: 3 clusters Score -1.925108e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 144732 members 
Entering Unmasked Estep 
Score: -19251806.000000 Penalty: 5913.284668
	Iteration 24Q: 3 clusters Score -1.925181e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 145706 members 
Entering Unmasked Estep 
Score: -19252360.000000 Penalty: 5913.284668
	Iteration 25Q: 3 clusters Score -1.925236e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 146527 members 
Entering Unmasked Estep 
Score: -19253104.000000 Penalty: 5913.284668
	Iteration 26Q: 3 clusters Score -1.92531e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 147154 members 
Entering Unmasked Estep 
Score: -19253612.000000 Penalty: 5913.284668
	Iteration 27Q: 3 clusters Score -1.925361e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 147636 members 
Entering Unmasked Estep 
Score: -19254022.000000 Penalty: 5913.284668
	Iteration 28Q: 3 clusters Score -1.925402e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 148016 members 
Entering Unmasked Estep 
Score: -19254350.000000 Penalty: 5913.284668
	Iteration 29Q: 3 clusters Score -1.925435e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 148302 members 
Entering Unmasked Estep 
Score: -19254542.000000 Penalty: 5913.284668
	Iteration 30Q: 3 clusters Score -1.925454e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 148517 members 
Entering Unmasked Estep 
Score: -19254710.000000 Penalty: 5913.284668
	Iteration 31Q: 3 clusters Score -1.925471e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 148690 members 
Entering Unmasked Estep 
Score: -19254874.000000 Penalty: 5913.284668
	Iteration 32Q: 3 clusters Score -1.925487e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 148845 members 
Entering Unmasked Estep 
Score: -19254982.000000 Penalty: 5913.284668
	Iteration 33Q: 3 clusters Score -1.925498e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 148954 members 
Entering Unmasked Estep 
Score: -19255042.000000 Penalty: 5913.284668
	Iteration 34Q: 3 clusters Score -1.925504e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 149048 members 
Entering Unmasked Estep 
Score: -19255128.000000 Penalty: 5913.284668
	Iteration 35Q: 3 clusters Score -1.925513e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 149118 members 
Entering Unmasked Estep 
Score: -19255184.000000 Penalty: 5913.284668
	Iteration 36Q: 3 clusters Score -1.925518e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 149182 members 
Entering Unmasked Estep 
Score: -19255238.000000 Penalty: 5913.284668
	Iteration 37Q: 3 clusters Score -1.925524e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 149231 members 
Entering Unmasked Estep 
Score: -19255240.000000 Penalty: 5913.284668
	Iteration 38Q: 3 clusters Score -1.925524e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 149265 members 
Entering Unmasked Estep 
Score: -19255282.000000 Penalty: 5913.284668
	Iteration 39Q: 3 clusters Score -1.925528e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 149305 members 
Entering Unmasked Estep 
Score: -19255324.000000 Penalty: 5913.284668
	Iteration 40F: 3 clusters Score -1.925532e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 149339 members 
Entering Unmasked Estep 
Score: -19255408.000000 Penalty: 5913.284668
	Iteration 41Q: 3 clusters Score -1.925541e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 149363 members 
Entering Unmasked Estep 
Score: -19255446.000000 Penalty: 5913.284668
	Iteration 42Q: 3 clusters Score -1.925545e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 149389 members 
Entering Unmasked Estep 
Score: -19255448.000000 Penalty: 5913.284668
	Iteration 43Q: 3 clusters Score -1.925545e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 149402 members 
Entering Unmasked Estep 
Score: -19255440.000000 Penalty: 5913.284668
	Iteration 44Q: 3 clusters Score -1.925544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 149415 members 
Entering Unmasked Estep 
Score: -19255460.000000 Penalty: 5913.284668
	Iteration 45Q: 3 clusters Score -1.925546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 149427 members 
Entering Unmasked Estep 
Score: -19255478.000000 Penalty: 5913.284668
	Iteration 46Q: 3 clusters Score -1.925548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 149435 members 
Entering Unmasked Estep 
Score: -19255480.000000 Penalty: 5913.284668
	Iteration 47Q: 3 clusters Score -1.925548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 149443 members 
Entering Unmasked Estep 
Score: -19255484.000000 Penalty: 5913.284668
	Iteration 48Q: 3 clusters Score -1.925548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 149452 members 
Entering Unmasked Estep 
Score: -19255504.000000 Penalty: 5913.284668
	Iteration 49Q: 3 clusters Score -1.92555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 149457 members 
Entering Unmasked Estep 
Score: -19255530.000000 Penalty: 5913.284668
	Iteration 50Q: 3 clusters Score -1.925553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 149462 members 
Entering Unmasked Estep 
Score: -19255540.000000 Penalty: 5913.284668
	Iteration 51Q: 3 clusters Score -1.925554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 149464 members 
Entering Unmasked Estep 
Score: -19255544.000000 Penalty: 5913.284668
	Iteration 52Q: 3 clusters Score -1.925554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 149468 members 
Entering Unmasked Estep 
Score: -19255542.000000 Penalty: 5913.284668
	Iteration 53Q: 3 clusters Score -1.925554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 149472 members 
Entering Unmasked Estep 
Score: -19255556.000000 Penalty: 5913.284668
	Iteration 54Q: 3 clusters Score -1.925556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 149476 members 
Entering Unmasked Estep 
Score: -19255568.000000 Penalty: 5913.284668
	Iteration 55Q: 3 clusters Score -1.925557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 149478 members 
Entering Unmasked Estep 
Score: -19255564.000000 Penalty: 5913.284668
	Iteration 56Q: 3 clusters Score -1.925556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 149481 members 
Entering Unmasked Estep 
Score: -19255548.000000 Penalty: 5913.284668
	Iteration 57Q: 3 clusters Score -1.925555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 149489 members 
Entering Unmasked Estep 
Score: -19255572.000000 Penalty: 5913.284668
	Iteration 58Q: 3 clusters Score -1.925557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 149499 members 
Entering Unmasked Estep 
Score: -19255576.000000 Penalty: 5913.284668
	Iteration 59Q: 3 clusters Score -1.925558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 149509 members 
Entering Unmasked Estep 
Score: -19255592.000000 Penalty: 5913.284668
	Iteration 60F: 3 clusters Score -1.925559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 149519 members 
Entering Unmasked Estep 
Score: -19255600.000000 Penalty: 5913.284668
	Iteration 61Q: 3 clusters Score -1.92556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 149526 members 
Entering Unmasked Estep 
Score: -19255612.000000 Penalty: 5913.284668
	Iteration 62Q: 3 clusters Score -1.925561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 149528 members 
Entering Unmasked Estep 
Score: -19255612.000000 Penalty: 5913.284668
	Iteration 63Q: 3 clusters Score -1.925561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 149530 members 
Entering Unmasked Estep 
Score: -19255612.000000 Penalty: 5913.284668
	Iteration 64Q: 3 clusters Score -1.925561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 149530 members 
Entering Unmasked Estep 
Score: -19255612.000000 Penalty: 5913.284668
	Iteration 65F: 3 clusters Score -1.925561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Entering Unmasked Estep 
Score: -637776.125000 Penalty: 2113.253906
	Iteration 0F: 2 clusters Score -637776.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -633192.000000 Penalty: 4226.507812
	Iteration 0F: 3 clusters Score -633192 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -634267.562500 Penalty: 4226.507812
	Iteration 1F: 3 clusters Score -634267.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -634450.375000 Penalty: 4226.507812
	Iteration 2F: 3 clusters Score -634450.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -634567.625000 Penalty: 4226.507812
	Iteration 3Q: 3 clusters Score -634567.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -634645.312500 Penalty: 4226.507812
	Iteration 4Q: 3 clusters Score -634645.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -634708.750000 Penalty: 4226.507812
	Iteration 5Q: 3 clusters Score -634708.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -634762.812500 Penalty: 4226.507812
	Iteration 6Q: 3 clusters Score -634762.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -634809.375000 Penalty: 4226.507812
	Iteration 7Q: 3 clusters Score -634809.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -634851.875000 Penalty: 4226.507812
	Iteration 8Q: 3 clusters Score -634851.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -634887.750000 Penalty: 4226.507812
	Iteration 9Q: 3 clusters Score -634887.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -634912.937500 Penalty: 4226.507812
	Iteration 10Q: 3 clusters Score -634912.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -634935.812500 Penalty: 4226.507812
	Iteration 11Q: 3 clusters Score -634935.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -634964.187500 Penalty: 4226.507812
	Iteration 12Q: 3 clusters Score -634964.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -634997.000000 Penalty: 4226.507812
	Iteration 13Q: 3 clusters Score -634997 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -635031.062500 Penalty: 4226.507812
	Iteration 14Q: 3 clusters Score -635031.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -635058.312500 Penalty: 4226.507812
	Iteration 15Q: 3 clusters Score -635058.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -635088.062500 Penalty: 4226.507812
	Iteration 16Q: 3 clusters Score -635088.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -635114.562500 Penalty: 4226.507812
	Iteration 17Q: 3 clusters Score -635114.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -635134.625000 Penalty: 4226.507812
	Iteration 18Q: 3 clusters Score -635134.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -635159.375000 Penalty: 4226.507812
	Iteration 19Q: 3 clusters Score -635159.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -635189.062500 Penalty: 4226.507812
	Iteration 20F: 3 clusters Score -635189.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -635210.687500 Penalty: 4226.507812
	Iteration 21Q: 3 clusters Score -635210.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -635230.812500 Penalty: 4226.507812
	Iteration 22Q: 3 clusters Score -635230.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -635247.437500 Penalty: 4226.507812
	Iteration 23Q: 3 clusters Score -635247.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -635267.687500 Penalty: 4226.507812
	Iteration 24Q: 3 clusters Score -635267.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -635285.625000 Penalty: 4226.507812
	Iteration 25Q: 3 clusters Score -635285.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -635305.250000 Penalty: 4226.507812
	Iteration 26Q: 3 clusters Score -635305.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -635323.250000 Penalty: 4226.507812
	Iteration 27Q: 3 clusters Score -635323.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -635345.312500 Penalty: 4226.507812
	Iteration 28Q: 3 clusters Score -635345.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -635376.812500 Penalty: 4226.507812
	Iteration 29Q: 3 clusters Score -635376.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -635414.062500 Penalty: 4226.507812
	Iteration 30Q: 3 clusters Score -635414.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -635451.062500 Penalty: 4226.507812
	Iteration 31Q: 3 clusters Score -635451.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -635480.062500 Penalty: 4226.507812
	Iteration 32Q: 3 clusters Score -635480.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -635506.937500 Penalty: 4226.507812
	Iteration 33Q: 3 clusters Score -635506.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -635526.125000 Penalty: 4226.507812
	Iteration 34Q: 3 clusters Score -635526.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -635542.250000 Penalty: 4226.507812
	Iteration 35Q: 3 clusters Score -635542.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -635560.562500 Penalty: 4226.507812
	Iteration 36Q: 3 clusters Score -635560.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -635579.625000 Penalty: 4226.507812
	Iteration 37Q: 3 clusters Score -635579.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -635595.875000 Penalty: 4226.507812
	Iteration 38Q: 3 clusters Score -635595.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -635610.375000 Penalty: 4226.507812
	Iteration 39Q: 3 clusters Score -635610.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -635622.250000 Penalty: 4226.507812
	Iteration 40F: 3 clusters Score -635622.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -635629.187500 Penalty: 4226.507812
	Iteration 41Q: 3 clusters Score -635629.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -635634.000000 Penalty: 4226.507812
	Iteration 42Q: 3 clusters Score -635634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -635636.812500 Penalty: 4226.507812
	Iteration 43Q: 3 clusters Score -635636.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -635642.125000 Penalty: 4226.507812
	Iteration 44Q: 3 clusters Score -635642.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -635648.312500 Penalty: 4226.507812
	Iteration 45Q: 3 clusters Score -635648.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -635654.062500 Penalty: 4226.507812
	Iteration 46Q: 3 clusters Score -635654.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -635661.437500 Penalty: 4226.507812
	Iteration 47Q: 3 clusters Score -635661.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -635668.812500 Penalty: 4226.507812
	Iteration 48Q: 3 clusters Score -635668.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -635673.562500 Penalty: 4226.507812
	Iteration 49Q: 3 clusters Score -635673.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -635681.562500 Penalty: 4226.507812
	Iteration 50Q: 3 clusters Score -635681.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -635688.562500 Penalty: 4226.507812
	Iteration 51Q: 3 clusters Score -635688.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -635698.812500 Penalty: 4226.507812
	Iteration 52Q: 3 clusters Score -635698.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -635703.687500 Penalty: 4226.507812
	Iteration 53Q: 3 clusters Score -635703.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -635711.312500 Penalty: 4226.507812
	Iteration 54Q: 3 clusters Score -635711.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -635720.875000 Penalty: 4226.507812
	Iteration 55Q: 3 clusters Score -635720.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -635729.062500 Penalty: 4226.507812
	Iteration 56Q: 3 clusters Score -635729.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -635738.375000 Penalty: 4226.507812
	Iteration 57Q: 3 clusters Score -635738.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -635747.750000 Penalty: 4226.507812
	Iteration 58Q: 3 clusters Score -635747.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -635752.125000 Penalty: 4226.507812
	Iteration 59Q: 3 clusters Score -635752.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -635757.187500 Penalty: 4226.507812
	Iteration 60F: 3 clusters Score -635757.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -635760.375000 Penalty: 4226.507812
	Iteration 61Q: 3 clusters Score -635760.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -635760.812500 Penalty: 4226.507812
	Iteration 62Q: 3 clusters Score -635760.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -635762.062500 Penalty: 4226.507812
	Iteration 63Q: 3 clusters Score -635762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -635762.437500 Penalty: 4226.507812
	Iteration 64Q: 3 clusters Score -635762.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -635764.562500 Penalty: 4226.507812
	Iteration 65Q: 3 clusters Score -635764.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -635763.312500 Penalty: 4226.507812
	Iteration 66Q: 3 clusters Score -635763.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -635764.750000 Penalty: 4226.507812
	Iteration 67Q: 3 clusters Score -635764.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -635764.750000 Penalty: 4226.507812
	Iteration 68F: 3 clusters Score -635764.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -25558.970703 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -25558.97 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 139 members 
Entering Unmasked Estep 
Score: -24346.816406 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -24346.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24536.792969 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -24536.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24619.857422 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -24619.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24712.111328 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -24712.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24749.212891 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -24749.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24771.707031 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -24771.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24780.142578 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -24780.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24796.238281 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -24796.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24808.582031 Penalty: 2789.512695
	Iteration 8Q: 3 clusters Score -24808.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24817.296875 Penalty: 2789.512695
	Iteration 9Q: 3 clusters Score -24817.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24831.654297 Penalty: 2789.512695
	Iteration 10Q: 3 clusters Score -24831.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24831.654297 Penalty: 2789.512695
	Iteration 11F: 3 clusters Score -24831.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (170620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170620 members 
Entering Unmasked Estep 
Score: -21715376.000000 Penalty: 2987.704346
	Iteration 0F: 2 clusters Score -2.171538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85134 members 
Mstep: Class 2 contains 85486 members 
Entering Unmasked Estep 
Score: -21604498.000000 Penalty: 5975.408691
	Iteration 0F: 3 clusters Score -2.16045e+07 nChanged 81643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -21651918.000000 Penalty: 5975.408691
	Iteration 1F: 3 clusters Score -2.165192e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78982 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
Score: -21652986.000000 Penalty: 5975.408691
	Iteration 2Q: 3 clusters Score -2.165299e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 95488 members 
Entering Unmasked Estep 
Score: -21654508.000000 Penalty: 5975.408691
	Iteration 3Q: 3 clusters Score -2.165451e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 101369 members 
Entering Unmasked Estep 
Score: -21656964.000000 Penalty: 5975.408691
	Iteration 4Q: 3 clusters Score -2.165696e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 109966 members 
Entering Unmasked Estep 
Score: -21661786.000000 Penalty: 5975.408691
	Iteration 5F: 3 clusters Score -2.166179e+07 nChanged 12167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 121807 members 
Entering Unmasked Estep 
Score: -21670018.000000 Penalty: 5975.408691
	Iteration 6F: 3 clusters Score -2.167002e+07 nChanged 14615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 136268 members 
Entering Unmasked Estep 
Score: -21682496.000000 Penalty: 5975.408691
	Iteration 7F: 3 clusters Score -2.16825e+07 nChanged 14543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 150765 members 
Entering Unmasked Estep 
Score: -21696754.000000 Penalty: 5975.408691
	Iteration 8F: 3 clusters Score -2.169675e+07 nChanged 11079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 161828 members 
Entering Unmasked Estep 
Score: -21706710.000000 Penalty: 5975.408691
	Iteration 9F: 3 clusters Score -2.170671e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 167591 members 
Entering Unmasked Estep 
Score: -21710968.000000 Penalty: 5975.408691
	Iteration 10Q: 3 clusters Score -2.171097e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 169637 members 
Entering Unmasked Estep 
Score: -21712176.000000 Penalty: 5975.408691
	Iteration 11Q: 3 clusters Score -2.171218e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 170179 members 
Entering Unmasked Estep 
Score: -21712544.000000 Penalty: 5975.408691
	Iteration 12Q: 3 clusters Score -2.171254e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 170317 members 
Entering Unmasked Estep 
Score: -21712612.000000 Penalty: 5975.408691
	Iteration 13Q: 3 clusters Score -2.171261e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 170354 members 
Entering Unmasked Estep 
Score: -21712658.000000 Penalty: 5975.408691
	Iteration 14Q: 3 clusters Score -2.171266e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 170377 members 
Entering Unmasked Estep 
Score: -21712720.000000 Penalty: 5975.408691
	Iteration 15Q: 3 clusters Score -2.171272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 170396 members 
Entering Unmasked Estep 
Score: -21712728.000000 Penalty: 5975.408691
	Iteration 16Q: 3 clusters Score -2.171273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 170400 members 
Entering Unmasked Estep 
Score: -21712752.000000 Penalty: 5975.408691
	Iteration 17Q: 3 clusters Score -2.171275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 170404 members 
Entering Unmasked Estep 
Score: -21712762.000000 Penalty: 5975.408691
	Iteration 18Q: 3 clusters Score -2.171276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 170405 members 
Entering Unmasked Estep 
Score: -21712768.000000 Penalty: 5975.408691
	Iteration 19Q: 3 clusters Score -2.171277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 170405 members 
Entering Unmasked Estep 
Score: -21712772.000000 Penalty: 5975.408691
	Iteration 20F: 3 clusters Score -2.171277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 170405 members 
Entering Unmasked Estep 
Score: -21712774.000000 Penalty: 5975.408691
	Iteration 21Q: 3 clusters Score -2.171277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 170405 members 
Entering Unmasked Estep 
Score: -21712778.000000 Penalty: 5975.408691
	Iteration 22Q: 3 clusters Score -2.171278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 170405 members 
Entering Unmasked Estep 
Score: -21712778.000000 Penalty: 5975.408691
	Iteration 23F: 3 clusters Score -2.171278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -39970.726562 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -39970.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38599.144531 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -38599.14 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38862.863281 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -38862.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39000.136719 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -39000.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39148.550781 Penalty: 2965.527344
	Iteration 3F: 3 clusters Score -39148.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39265.125000 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -39265.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39345.578125 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -39345.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39380.414062 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -39380.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39438.195312 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -39438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39448.300781 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -39448.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39466.609375 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -39466.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39526.468750 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -39526.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39550.628906 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -39550.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39568.035156 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -39568.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39570.300781 Penalty: 2965.527344
	Iteration 13Q: 3 clusters Score -39570.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39577.269531 Penalty: 2965.527344
	Iteration 14Q: 3 clusters Score -39577.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39577.269531 Penalty: 2965.527344
	Iteration 15F: 3 clusters Score -39577.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Entering Unmasked Estep 
Score: -491052.843750 Penalty: 2063.108398
	Iteration 0F: 2 clusters Score -491052.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -487063.375000 Penalty: 4126.216797
	Iteration 0F: 3 clusters Score -487063.4 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -487971.781250 Penalty: 4126.216797
	Iteration 1F: 3 clusters Score -487971.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -488258.531250 Penalty: 4126.216797
	Iteration 2F: 3 clusters Score -488258.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -488487.593750 Penalty: 4126.216797
	Iteration 3F: 3 clusters Score -488487.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -488672.218750 Penalty: 4126.216797
	Iteration 4F: 3 clusters Score -488672.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -488810.500000 Penalty: 4126.216797
	Iteration 5Q: 3 clusters Score -488810.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -488909.968750 Penalty: 4126.216797
	Iteration 6Q: 3 clusters Score -488910 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -488985.125000 Penalty: 4126.216797
	Iteration 7Q: 3 clusters Score -488985.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -489044.375000 Penalty: 4126.216797
	Iteration 8Q: 3 clusters Score -489044.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -489082.812500 Penalty: 4126.216797
	Iteration 9Q: 3 clusters Score -489082.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -489118.281250 Penalty: 4126.216797
	Iteration 10Q: 3 clusters Score -489118.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -489144.156250 Penalty: 4126.216797
	Iteration 11Q: 3 clusters Score -489144.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -489165.593750 Penalty: 4126.216797
	Iteration 12Q: 3 clusters Score -489165.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -489191.125000 Penalty: 4126.216797
	Iteration 13Q: 3 clusters Score -489191.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -489211.093750 Penalty: 4126.216797
	Iteration 14Q: 3 clusters Score -489211.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -489226.875000 Penalty: 4126.216797
	Iteration 15Q: 3 clusters Score -489226.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -489237.250000 Penalty: 4126.216797
	Iteration 16Q: 3 clusters Score -489237.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -489248.000000 Penalty: 4126.216797
	Iteration 17Q: 3 clusters Score -489248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -489257.343750 Penalty: 4126.216797
	Iteration 18Q: 3 clusters Score -489257.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -489272.718750 Penalty: 4126.216797
	Iteration 19Q: 3 clusters Score -489272.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -489286.218750 Penalty: 4126.216797
	Iteration 20F: 3 clusters Score -489286.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -489295.968750 Penalty: 4126.216797
	Iteration 21Q: 3 clusters Score -489296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -489301.531250 Penalty: 4126.216797
	Iteration 22Q: 3 clusters Score -489301.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -489307.031250 Penalty: 4126.216797
	Iteration 23Q: 3 clusters Score -489307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -489312.968750 Penalty: 4126.216797
	Iteration 24Q: 3 clusters Score -489313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -489322.093750 Penalty: 4126.216797
	Iteration 25Q: 3 clusters Score -489322.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -489330.437500 Penalty: 4126.216797
	Iteration 26Q: 3 clusters Score -489330.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -489335.781250 Penalty: 4126.216797
	Iteration 27Q: 3 clusters Score -489335.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -489340.750000 Penalty: 4126.216797
	Iteration 28Q: 3 clusters Score -489340.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -489345.625000 Penalty: 4126.216797
	Iteration 29Q: 3 clusters Score -489345.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -489353.343750 Penalty: 4126.216797
	Iteration 30Q: 3 clusters Score -489353.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -489359.375000 Penalty: 4126.216797
	Iteration 31Q: 3 clusters Score -489359.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -489364.437500 Penalty: 4126.216797
	Iteration 32Q: 3 clusters Score -489364.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -489370.156250 Penalty: 4126.216797
	Iteration 33Q: 3 clusters Score -489370.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -489375.312500 Penalty: 4126.216797
	Iteration 34Q: 3 clusters Score -489375.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -489378.281250 Penalty: 4126.216797
	Iteration 35Q: 3 clusters Score -489378.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -489383.968750 Penalty: 4126.216797
	Iteration 36Q: 3 clusters Score -489384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -489392.187500 Penalty: 4126.216797
	Iteration 37Q: 3 clusters Score -489392.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -489399.000000 Penalty: 4126.216797
	Iteration 38Q: 3 clusters Score -489399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -489407.187500 Penalty: 4126.216797
	Iteration 39Q: 3 clusters Score -489407.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -489412.375000 Penalty: 4126.216797
	Iteration 40F: 3 clusters Score -489412.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -489416.156250 Penalty: 4126.216797
	Iteration 41Q: 3 clusters Score -489416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -489417.687500 Penalty: 4126.216797
	Iteration 42Q: 3 clusters Score -489417.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -489423.656250 Penalty: 4126.216797
	Iteration 43Q: 3 clusters Score -489423.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -489427.562500 Penalty: 4126.216797
	Iteration 44Q: 3 clusters Score -489427.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -489429.312500 Penalty: 4126.216797
	Iteration 45Q: 3 clusters Score -489429.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -489431.062500 Penalty: 4126.216797
	Iteration 46Q: 3 clusters Score -489431.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -489431.406250 Penalty: 4126.216797
	Iteration 47Q: 3 clusters Score -489431.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -489434.031250 Penalty: 4126.216797
	Iteration 48Q: 3 clusters Score -489434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -489434.906250 Penalty: 4126.216797
	Iteration 49Q: 3 clusters Score -489434.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -489435.656250 Penalty: 4126.216797
	Iteration 50Q: 3 clusters Score -489435.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -489438.187500 Penalty: 4126.216797
	Iteration 51Q: 3 clusters Score -489438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -489440.812500 Penalty: 4126.216797
	Iteration 52Q: 3 clusters Score -489440.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -489442.968750 Penalty: 4126.216797
	Iteration 53Q: 3 clusters Score -489443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -489447.968750 Penalty: 4126.216797
	Iteration 54Q: 3 clusters Score -489448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -489449.593750 Penalty: 4126.216797
	Iteration 55Q: 3 clusters Score -489449.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -489452.437500 Penalty: 4126.216797
	Iteration 56Q: 3 clusters Score -489452.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -489458.437500 Penalty: 4126.216797
	Iteration 57Q: 3 clusters Score -489458.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -489461.843750 Penalty: 4126.216797
	Iteration 58Q: 3 clusters Score -489461.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -489463.218750 Penalty: 4126.216797
	Iteration 59Q: 3 clusters Score -489463.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -489464.625000 Penalty: 4126.216797
	Iteration 60F: 3 clusters Score -489464.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -489467.468750 Penalty: 4126.216797
	Iteration 61Q: 3 clusters Score -489467.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -489468.531250 Penalty: 4126.216797
	Iteration 62Q: 3 clusters Score -489468.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -489471.031250 Penalty: 4126.216797
	Iteration 63Q: 3 clusters Score -489471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -489476.000000 Penalty: 4126.216797
	Iteration 64Q: 3 clusters Score -489476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -489480.906250 Penalty: 4126.216797
	Iteration 65Q: 3 clusters Score -489480.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -489485.375000 Penalty: 4126.216797
	Iteration 66Q: 3 clusters Score -489485.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -489489.000000 Penalty: 4126.216797
	Iteration 67Q: 3 clusters Score -489489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -489491.437500 Penalty: 4126.216797
	Iteration 68Q: 3 clusters Score -489491.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -489494.093750 Penalty: 4126.216797
	Iteration 69Q: 3 clusters Score -489494.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -489500.656250 Penalty: 4126.216797
	Iteration 70Q: 3 clusters Score -489500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -489501.562500 Penalty: 4126.216797
	Iteration 71Q: 3 clusters Score -489501.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -489503.187500 Penalty: 4126.216797
	Iteration 72Q: 3 clusters Score -489503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -489505.812500 Penalty: 4126.216797
	Iteration 73Q: 3 clusters Score -489505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -489505.062500 Penalty: 4126.216797
	Iteration 74Q: 3 clusters Score -489505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -489506.812500 Penalty: 4126.216797
	Iteration 75Q: 3 clusters Score -489506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -489507.625000 Penalty: 4126.216797
	Iteration 76Q: 3 clusters Score -489507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -489507.625000 Penalty: 4126.216797
	Iteration 77Q: 3 clusters Score -489507.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -489507.625000 Penalty: 4126.216797
	Iteration 78F: 3 clusters Score -489507.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -48683.855469 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -48683.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47195.542969 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -47195.54 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47377.507812 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -47377.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47449.812500 Penalty: 3042.165527
	Iteration 2F: 3 clusters Score -47449.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47514.027344 Penalty: 3042.165527
	Iteration 3Q: 3 clusters Score -47514.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47578.164062 Penalty: 3042.165527
	Iteration 4Q: 3 clusters Score -47578.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47618.398438 Penalty: 3042.165527
	Iteration 5Q: 3 clusters Score -47618.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47649.449219 Penalty: 3042.165527
	Iteration 6Q: 3 clusters Score -47649.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47660.929688 Penalty: 3042.165527
	Iteration 7Q: 3 clusters Score -47660.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47670.511719 Penalty: 3042.165527
	Iteration 8Q: 3 clusters Score -47670.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47681.671875 Penalty: 3042.165527
	Iteration 9Q: 3 clusters Score -47681.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47681.671875 Penalty: 3042.165527
	Iteration 10F: 3 clusters Score -47681.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Entering Unmasked Estep 
Score: -657641.875000 Penalty: 2121.561035
	Iteration 0F: 2 clusters Score -657641.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -652945.875000 Penalty: 4243.122070
	Iteration 0F: 3 clusters Score -652945.9 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -654034.937500 Penalty: 4243.122070
	Iteration 1F: 3 clusters Score -654034.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -654246.750000 Penalty: 4243.122070
	Iteration 2F: 3 clusters Score -654246.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -654389.812500 Penalty: 4243.122070
	Iteration 3F: 3 clusters Score -654389.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -654488.562500 Penalty: 4243.122070
	Iteration 4Q: 3 clusters Score -654488.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -654567.437500 Penalty: 4243.122070
	Iteration 5Q: 3 clusters Score -654567.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -654631.750000 Penalty: 4243.122070
	Iteration 6Q: 3 clusters Score -654631.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -654684.812500 Penalty: 4243.122070
	Iteration 7Q: 3 clusters Score -654684.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -654733.312500 Penalty: 4243.122070
	Iteration 8Q: 3 clusters Score -654733.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -654775.562500 Penalty: 4243.122070
	Iteration 9Q: 3 clusters Score -654775.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -654820.375000 Penalty: 4243.122070
	Iteration 10Q: 3 clusters Score -654820.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -654859.625000 Penalty: 4243.122070
	Iteration 11Q: 3 clusters Score -654859.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -654891.625000 Penalty: 4243.122070
	Iteration 12Q: 3 clusters Score -654891.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -654921.562500 Penalty: 4243.122070
	Iteration 13Q: 3 clusters Score -654921.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -654952.000000 Penalty: 4243.122070
	Iteration 14Q: 3 clusters Score -654952 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -654983.000000 Penalty: 4243.122070
	Iteration 15Q: 3 clusters Score -654983 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -655010.187500 Penalty: 4243.122070
	Iteration 16Q: 3 clusters Score -655010.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -655040.062500 Penalty: 4243.122070
	Iteration 17Q: 3 clusters Score -655040.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -655067.312500 Penalty: 4243.122070
	Iteration 18Q: 3 clusters Score -655067.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -655091.687500 Penalty: 4243.122070
	Iteration 19Q: 3 clusters Score -655091.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -655119.125000 Penalty: 4243.122070
	Iteration 20F: 3 clusters Score -655119.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -655142.312500 Penalty: 4243.122070
	Iteration 21Q: 3 clusters Score -655142.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -655168.875000 Penalty: 4243.122070
	Iteration 22Q: 3 clusters Score -655168.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -655202.375000 Penalty: 4243.122070
	Iteration 23Q: 3 clusters Score -655202.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -655227.375000 Penalty: 4243.122070
	Iteration 24Q: 3 clusters Score -655227.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -655263.562500 Penalty: 4243.122070
	Iteration 25Q: 3 clusters Score -655263.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -655295.375000 Penalty: 4243.122070
	Iteration 26Q: 3 clusters Score -655295.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -655322.250000 Penalty: 4243.122070
	Iteration 27Q: 3 clusters Score -655322.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -655356.625000 Penalty: 4243.122070
	Iteration 28Q: 3 clusters Score -655356.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -655391.812500 Penalty: 4243.122070
	Iteration 29Q: 3 clusters Score -655391.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -655434.875000 Penalty: 4243.122070
	Iteration 30Q: 3 clusters Score -655434.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -655482.812500 Penalty: 4243.122070
	Iteration 31Q: 3 clusters Score -655482.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -655539.562500 Penalty: 4243.122070
	Iteration 32Q: 3 clusters Score -655539.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -655591.937500 Penalty: 4243.122070
	Iteration 33Q: 3 clusters Score -655591.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -655647.125000 Penalty: 4243.122070
	Iteration 34Q: 3 clusters Score -655647.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -655725.125000 Penalty: 4243.122070
	Iteration 35Q: 3 clusters Score -655725.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -655795.937500 Penalty: 4243.122070
	Iteration 36Q: 3 clusters Score -655795.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -655850.562500 Penalty: 4243.122070
	Iteration 37Q: 3 clusters Score -655850.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -655894.187500 Penalty: 4243.122070
	Iteration 38Q: 3 clusters Score -655894.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -655929.250000 Penalty: 4243.122070
	Iteration 39Q: 3 clusters Score -655929.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -655958.125000 Penalty: 4243.122070
	Iteration 40F: 3 clusters Score -655958.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -655983.437500 Penalty: 4243.122070
	Iteration 41Q: 3 clusters Score -655983.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -655997.375000 Penalty: 4243.122070
	Iteration 42Q: 3 clusters Score -655997.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -656012.062500 Penalty: 4243.122070
	Iteration 43Q: 3 clusters Score -656012.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -656028.625000 Penalty: 4243.122070
	Iteration 44Q: 3 clusters Score -656028.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -656039.562500 Penalty: 4243.122070
	Iteration 45Q: 3 clusters Score -656039.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -656047.937500 Penalty: 4243.122070
	Iteration 46Q: 3 clusters Score -656047.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -656052.250000 Penalty: 4243.122070
	Iteration 47Q: 3 clusters Score -656052.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -656053.125000 Penalty: 4243.122070
	Iteration 48Q: 3 clusters Score -656053.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -656056.687500 Penalty: 4243.122070
	Iteration 49Q: 3 clusters Score -656056.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -656058.312500 Penalty: 4243.122070
	Iteration 50Q: 3 clusters Score -656058.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -656060.562500 Penalty: 4243.122070
	Iteration 51Q: 3 clusters Score -656060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -656063.312500 Penalty: 4243.122070
	Iteration 52Q: 3 clusters Score -656063.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -656066.375000 Penalty: 4243.122070
	Iteration 53Q: 3 clusters Score -656066.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -656068.687500 Penalty: 4243.122070
	Iteration 54Q: 3 clusters Score -656068.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -656070.000000 Penalty: 4243.122070
	Iteration 55Q: 3 clusters Score -656070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -656071.437500 Penalty: 4243.122070
	Iteration 56Q: 3 clusters Score -656071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -656073.937500 Penalty: 4243.122070
	Iteration 57Q: 3 clusters Score -656073.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -656079.875000 Penalty: 4243.122070
	Iteration 58Q: 3 clusters Score -656079.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -656081.312500 Penalty: 4243.122070
	Iteration 59Q: 3 clusters Score -656081.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -656085.062500 Penalty: 4243.122070
	Iteration 60F: 3 clusters Score -656085.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -656086.875000 Penalty: 4243.122070
	Iteration 61Q: 3 clusters Score -656086.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -656089.250000 Penalty: 4243.122070
	Iteration 62Q: 3 clusters Score -656089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -656088.937500 Penalty: 4243.122070
	Iteration 63Q: 3 clusters Score -656088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -656089.937500 Penalty: 4243.122070
	Iteration 64Q: 3 clusters Score -656089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -656090.062500 Penalty: 4243.122070
	Iteration 65Q: 3 clusters Score -656090.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -656090.062500 Penalty: 4243.122070
	Iteration 66F: 3 clusters Score -656090.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (156356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156356 members 
Entering Unmasked Estep 
Score: -20042622.000000 Penalty: 2966.052734
	Iteration 0F: 2 clusters Score -2.004262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78312 members 
Mstep: Class 2 contains 78044 members 
Entering Unmasked Estep 
Score: -19940306.000000 Penalty: 5932.105469
	Iteration 0F: 3 clusters Score -1.994031e+07 nChanged 75004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79798 members 
Mstep: Class 2 contains 76558 members 
Entering Unmasked Estep 
Score: -19983298.000000 Penalty: 5932.105469
	Iteration 1F: 3 clusters Score -1.99833e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80660 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -19984000.000000 Penalty: 5932.105469
	Iteration 2Q: 3 clusters Score -1.9984e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81981 members 
Mstep: Class 2 contains 74375 members 
Entering Unmasked Estep 
Score: -19984718.000000 Penalty: 5932.105469
	Iteration 3Q: 3 clusters Score -1.998472e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84104 members 
Mstep: Class 2 contains 72252 members 
Entering Unmasked Estep 
Score: -19985448.000000 Penalty: 5932.105469
	Iteration 4Q: 3 clusters Score -1.998545e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87326 members 
Mstep: Class 2 contains 69030 members 
Entering Unmasked Estep 
Score: -19986526.000000 Penalty: 5932.105469
	Iteration 5Q: 3 clusters Score -1.998653e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92181 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -19988398.000000 Penalty: 5932.105469
	Iteration 6Q: 3 clusters Score -1.99884e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -19991872.000000 Penalty: 5932.105469
	Iteration 7Q: 3 clusters Score -1.999187e+07 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109929 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -19998812.000000 Penalty: 5932.105469
	Iteration 8F: 3 clusters Score -1.999881e+07 nChanged 13820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123743 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -20010304.000000 Penalty: 5932.105469
	Iteration 9F: 3 clusters Score -2.00103e+07 nChanged 14583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138326 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -20024468.000000 Penalty: 5932.105469
	Iteration 10F: 3 clusters Score -2.002447e+07 nChanged 11087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149413 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -20034976.000000 Penalty: 5932.105469
	Iteration 11F: 3 clusters Score -2.003498e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154374 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -20038570.000000 Penalty: 5932.105469
	Iteration 12Q: 3 clusters Score -2.003857e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155802 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -20039488.000000 Penalty: 5932.105469
	Iteration 13Q: 3 clusters Score -2.003949e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156080 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20039790.000000 Penalty: 5932.105469
	Iteration 14Q: 3 clusters Score -2.003979e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156143 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20039906.000000 Penalty: 5932.105469
	Iteration 15Q: 3 clusters Score -2.003991e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156161 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20039970.000000 Penalty: 5932.105469
	Iteration 16Q: 3 clusters Score -2.003997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156168 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20039984.000000 Penalty: 5932.105469
	Iteration 17Q: 3 clusters Score -2.003998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156177 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20040010.000000 Penalty: 5932.105469
	Iteration 18Q: 3 clusters Score -2.004001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156180 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20040022.000000 Penalty: 5932.105469
	Iteration 19Q: 3 clusters Score -2.004002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156185 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20040036.000000 Penalty: 5932.105469
	Iteration 20F: 3 clusters Score -2.004004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156190 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20040052.000000 Penalty: 5932.105469
	Iteration 21Q: 3 clusters Score -2.004005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156190 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20040060.000000 Penalty: 5932.105469
	Iteration 22Q: 3 clusters Score -2.004006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156191 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20040056.000000 Penalty: 5932.105469
	Iteration 23Q: 3 clusters Score -2.004006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156191 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20040056.000000 Penalty: 5932.105469
	Iteration 24F: 3 clusters Score -2.004006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Entering Unmasked Estep 
Score: -9294510.000000 Penalty: 2778.089844
	Iteration 0F: 2 clusters Score -9294510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -9245480.000000 Penalty: 5556.179688
	Iteration 0F: 3 clusters Score -9245480 nChanged 34370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -9265225.000000 Penalty: 5556.179688
	Iteration 1F: 3 clusters Score -9265225 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -9266375.000000 Penalty: 5556.179688
	Iteration 2Q: 3 clusters Score -9266375 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -9267940.000000 Penalty: 5556.179688
	Iteration 3Q: 3 clusters Score -9267940 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -9269827.000000 Penalty: 5556.179688
	Iteration 4Q: 3 clusters Score -9269827 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -9271737.000000 Penalty: 5556.179688
	Iteration 5F: 3 clusters Score -9271737 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -9273705.000000 Penalty: 5556.179688
	Iteration 6F: 3 clusters Score -9273705 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -9275719.000000 Penalty: 5556.179688
	Iteration 7F: 3 clusters Score -9275719 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -9277808.000000 Penalty: 5556.179688
	Iteration 8F: 3 clusters Score -9277808 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -9280289.000000 Penalty: 5556.179688
	Iteration 9F: 3 clusters Score -9280289 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -9282865.000000 Penalty: 5556.179688
	Iteration 10F: 3 clusters Score -9282865 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -9285450.000000 Penalty: 5556.179688
	Iteration 11Q: 3 clusters Score -9285450 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -9287673.000000 Penalty: 5556.179688
	Iteration 12Q: 3 clusters Score -9287673 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -9289308.000000 Penalty: 5556.179688
	Iteration 13Q: 3 clusters Score -9289308 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -9290274.000000 Penalty: 5556.179688
	Iteration 14Q: 3 clusters Score -9290274 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70074 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -9290878.000000 Penalty: 5556.179688
	Iteration 15Q: 3 clusters Score -9290878 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -9291253.000000 Penalty: 5556.179688
	Iteration 16Q: 3 clusters Score -9291253 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -9291503.000000 Penalty: 5556.179688
	Iteration 17Q: 3 clusters Score -9291503 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71426 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -9291671.000000 Penalty: 5556.179688
	Iteration 18Q: 3 clusters Score -9291671 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71642 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -9291790.000000 Penalty: 5556.179688
	Iteration 19Q: 3 clusters Score -9291790 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -9291876.000000 Penalty: 5556.179688
	Iteration 20F: 3 clusters Score -9291876 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -9291927.000000 Penalty: 5556.179688
	Iteration 21Q: 3 clusters Score -9291927 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9291977.000000 Penalty: 5556.179688
	Iteration 22Q: 3 clusters Score -9291977 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72067 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9292000.000000 Penalty: 5556.179688
	Iteration 23Q: 3 clusters Score -9292000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72130 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -9292036.000000 Penalty: 5556.179688
	Iteration 24Q: 3 clusters Score -9292036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72186 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9292069.000000 Penalty: 5556.179688
	Iteration 25Q: 3 clusters Score -9292069 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72227 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9292088.000000 Penalty: 5556.179688
	Iteration 26Q: 3 clusters Score -9292088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9292091.000000 Penalty: 5556.179688
	Iteration 27Q: 3 clusters Score -9292091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72300 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -9292121.000000 Penalty: 5556.179688
	Iteration 28Q: 3 clusters Score -9292121 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9292138.000000 Penalty: 5556.179688
	Iteration 29Q: 3 clusters Score -9292138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72372 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9292176.000000 Penalty: 5556.179688
	Iteration 30Q: 3 clusters Score -9292176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9292173.000000 Penalty: 5556.179688
	Iteration 31Q: 3 clusters Score -9292173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72418 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9292184.000000 Penalty: 5556.179688
	Iteration 32Q: 3 clusters Score -9292184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9292200.000000 Penalty: 5556.179688
	Iteration 33Q: 3 clusters Score -9292200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72441 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9292207.000000 Penalty: 5556.179688
	Iteration 34Q: 3 clusters Score -9292207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72450 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9292214.000000 Penalty: 5556.179688
	Iteration 35Q: 3 clusters Score -9292214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72453 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9292211.000000 Penalty: 5556.179688
	Iteration 36Q: 3 clusters Score -9292211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72457 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9292212.000000 Penalty: 5556.179688
	Iteration 37Q: 3 clusters Score -9292212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72460 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9292206.000000 Penalty: 5556.179688
	Iteration 38Q: 3 clusters Score -9292206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72463 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -9292214.000000 Penalty: 5556.179688
	Iteration 39Q: 3 clusters Score -9292214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72466 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9292206.000000 Penalty: 5556.179688
	Iteration 40F: 3 clusters Score -9292206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72467 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9292212.000000 Penalty: 5556.179688
	Iteration 41Q: 3 clusters Score -9292212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9292210.000000 Penalty: 5556.179688
	Iteration 42Q: 3 clusters Score -9292210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9292213.000000 Penalty: 5556.179688
	Iteration 43Q: 3 clusters Score -9292213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9292217.000000 Penalty: 5556.179688
	Iteration 44Q: 3 clusters Score -9292217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9292218.000000 Penalty: 5556.179688
	Iteration 45Q: 3 clusters Score -9292218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72481 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9292215.000000 Penalty: 5556.179688
	Iteration 46Q: 3 clusters Score -9292215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9292216.000000 Penalty: 5556.179688
	Iteration 47Q: 3 clusters Score -9292216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72488 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9292217.000000 Penalty: 5556.179688
	Iteration 48Q: 3 clusters Score -9292217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72488 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9292211.000000 Penalty: 5556.179688
	Iteration 49Q: 3 clusters Score -9292211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72489 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9292206.000000 Penalty: 5556.179688
	Iteration 50Q: 3 clusters Score -9292206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9292205.000000 Penalty: 5556.179688
	Iteration 51Q: 3 clusters Score -9292205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9292206.000000 Penalty: 5556.179688
	Iteration 52Q: 3 clusters Score -9292206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72494 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9292217.000000 Penalty: 5556.179688
	Iteration 53Q: 3 clusters Score -9292217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72497 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9292212.000000 Penalty: 5556.179688
	Iteration 54Q: 3 clusters Score -9292212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72497 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9292212.000000 Penalty: 5556.179688
	Iteration 55F: 3 clusters Score -9292212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (158353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158353 members 
Entering Unmasked Estep 
Score: -20159080.000000 Penalty: 2969.200195
	Iteration 0F: 2 clusters Score -2.015908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 79289 members 
Entering Unmasked Estep 
Score: -20054110.000000 Penalty: 5938.400391
	Iteration 0F: 3 clusters Score -2.005411e+07 nChanged 75546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77774 members 
Mstep: Class 2 contains 80579 members 
Entering Unmasked Estep 
Score: -20098238.000000 Penalty: 5938.400391
	Iteration 1F: 3 clusters Score -2.009824e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76751 members 
Mstep: Class 2 contains 81602 members 
Entering Unmasked Estep 
Score: -20099238.000000 Penalty: 5938.400391
	Iteration 2Q: 3 clusters Score -2.009924e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75087 members 
Mstep: Class 2 contains 83266 members 
Entering Unmasked Estep 
Score: -20100588.000000 Penalty: 5938.400391
	Iteration 3Q: 3 clusters Score -2.010059e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72389 members 
Mstep: Class 2 contains 85964 members 
Entering Unmasked Estep 
Score: -20102574.000000 Penalty: 5938.400391
	Iteration 4Q: 3 clusters Score -2.010257e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 90127 members 
Entering Unmasked Estep 
Score: -20105852.000000 Penalty: 5938.400391
	Iteration 5Q: 3 clusters Score -2.010585e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 96188 members 
Entering Unmasked Estep 
Score: -20111208.000000 Penalty: 5938.400391
	Iteration 6F: 3 clusters Score -2.011121e+07 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 104282 members 
Entering Unmasked Estep 
Score: -20119636.000000 Penalty: 5938.400391
	Iteration 7F: 3 clusters Score -2.011964e+07 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 113106 members 
Entering Unmasked Estep 
Score: -20130470.000000 Penalty: 5938.400391
	Iteration 8F: 3 clusters Score -2.013047e+07 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 120652 members 
Entering Unmasked Estep 
Score: -20141186.000000 Penalty: 5938.400391
	Iteration 9F: 3 clusters Score -2.014119e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 125149 members 
Entering Unmasked Estep 
Score: -20147614.000000 Penalty: 5938.400391
	Iteration 10Q: 3 clusters Score -2.014761e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 127725 members 
Entering Unmasked Estep 
Score: -20150044.000000 Penalty: 5938.400391
	Iteration 11Q: 3 clusters Score -2.015004e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 129814 members 
Entering Unmasked Estep 
Score: -20151208.000000 Penalty: 5938.400391
	Iteration 12Q: 3 clusters Score -2.015121e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 131639 members 
Entering Unmasked Estep 
Score: -20151974.000000 Penalty: 5938.400391
	Iteration 13Q: 3 clusters Score -2.015197e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 133377 members 
Entering Unmasked Estep 
Score: -20152610.000000 Penalty: 5938.400391
	Iteration 14Q: 3 clusters Score -2.015261e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 135037 members 
Entering Unmasked Estep 
Score: -20153152.000000 Penalty: 5938.400391
	Iteration 15Q: 3 clusters Score -2.015315e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 136600 members 
Entering Unmasked Estep 
Score: -20153606.000000 Penalty: 5938.400391
	Iteration 16Q: 3 clusters Score -2.015361e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 138121 members 
Entering Unmasked Estep 
Score: -20154048.000000 Penalty: 5938.400391
	Iteration 17Q: 3 clusters Score -2.015405e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 139504 members 
Entering Unmasked Estep 
Score: -20154456.000000 Penalty: 5938.400391
	Iteration 18Q: 3 clusters Score -2.015446e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 140832 members 
Entering Unmasked Estep 
Score: -20154762.000000 Penalty: 5938.400391
	Iteration 19Q: 3 clusters Score -2.015476e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 142037 members 
Entering Unmasked Estep 
Score: -20155044.000000 Penalty: 5938.400391
	Iteration 20F: 3 clusters Score -2.015504e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 143155 members 
Entering Unmasked Estep 
Score: -20155356.000000 Penalty: 5938.400391
	Iteration 21Q: 3 clusters Score -2.015536e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 144235 members 
Entering Unmasked Estep 
Score: -20155696.000000 Penalty: 5938.400391
	Iteration 22Q: 3 clusters Score -2.01557e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 145220 members 
Entering Unmasked Estep 
Score: -20156014.000000 Penalty: 5938.400391
	Iteration 23Q: 3 clusters Score -2.015601e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 146184 members 
Entering Unmasked Estep 
Score: -20156218.000000 Penalty: 5938.400391
	Iteration 24Q: 3 clusters Score -2.015622e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 147077 members 
Entering Unmasked Estep 
Score: -20156448.000000 Penalty: 5938.400391
	Iteration 25Q: 3 clusters Score -2.015645e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 147907 members 
Entering Unmasked Estep 
Score: -20156672.000000 Penalty: 5938.400391
	Iteration 26Q: 3 clusters Score -2.015667e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 148775 members 
Entering Unmasked Estep 
Score: -20156884.000000 Penalty: 5938.400391
	Iteration 27Q: 3 clusters Score -2.015688e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 149571 members 
Entering Unmasked Estep 
Score: -20157096.000000 Penalty: 5938.400391
	Iteration 28Q: 3 clusters Score -2.01571e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 150283 members 
Entering Unmasked Estep 
Score: -20157274.000000 Penalty: 5938.400391
	Iteration 29Q: 3 clusters Score -2.015727e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 150911 members 
Entering Unmasked Estep 
Score: -20157310.000000 Penalty: 5938.400391
	Iteration 30Q: 3 clusters Score -2.015731e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 151471 members 
Entering Unmasked Estep 
Score: -20157392.000000 Penalty: 5938.400391
	Iteration 31Q: 3 clusters Score -2.015739e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 151934 members 
Entering Unmasked Estep 
Score: -20157342.000000 Penalty: 5938.400391
	Iteration 32Q: 3 clusters Score -2.015734e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 152364 members 
Entering Unmasked Estep 
Score: -20157406.000000 Penalty: 5938.400391
	Iteration 33Q: 3 clusters Score -2.015741e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 152766 members 
Entering Unmasked Estep 
Score: -20157488.000000 Penalty: 5938.400391
	Iteration 34Q: 3 clusters Score -2.015749e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 153148 members 
Entering Unmasked Estep 
Score: -20157544.000000 Penalty: 5938.400391
	Iteration 35Q: 3 clusters Score -2.015754e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 153489 members 
Entering Unmasked Estep 
Score: -20157570.000000 Penalty: 5938.400391
	Iteration 36Q: 3 clusters Score -2.015757e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 153775 members 
Entering Unmasked Estep 
Score: -20157628.000000 Penalty: 5938.400391
	Iteration 37Q: 3 clusters Score -2.015763e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 154036 members 
Entering Unmasked Estep 
Score: -20157670.000000 Penalty: 5938.400391
	Iteration 38Q: 3 clusters Score -2.015767e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 154270 members 
Entering Unmasked Estep 
Score: -20157646.000000 Penalty: 5938.400391
	Iteration 39Q: 3 clusters Score -2.015765e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 154468 members 
Entering Unmasked Estep 
Score: -20157646.000000 Penalty: 5938.400391
	Iteration 40F: 3 clusters Score -2.015765e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 154645 members 
Entering Unmasked Estep 
Score: -20157672.000000 Penalty: 5938.400391
	Iteration 41Q: 3 clusters Score -2.015767e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 154805 members 
Entering Unmasked Estep 
Score: -20157706.000000 Penalty: 5938.400391
	Iteration 42Q: 3 clusters Score -2.015771e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 154949 members 
Entering Unmasked Estep 
Score: -20157716.000000 Penalty: 5938.400391
	Iteration 43Q: 3 clusters Score -2.015772e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 155071 members 
Entering Unmasked Estep 
Score: -20157698.000000 Penalty: 5938.400391
	Iteration 44Q: 3 clusters Score -2.01577e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 155160 members 
Entering Unmasked Estep 
Score: -20157680.000000 Penalty: 5938.400391
	Iteration 45Q: 3 clusters Score -2.015768e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 155235 members 
Entering Unmasked Estep 
Score: -20157698.000000 Penalty: 5938.400391
	Iteration 46Q: 3 clusters Score -2.01577e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 155305 members 
Entering Unmasked Estep 
Score: -20157712.000000 Penalty: 5938.400391
	Iteration 47Q: 3 clusters Score -2.015771e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 155375 members 
Entering Unmasked Estep 
Score: -20157716.000000 Penalty: 5938.400391
	Iteration 48Q: 3 clusters Score -2.015772e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 155444 members 
Entering Unmasked Estep 
Score: -20157676.000000 Penalty: 5938.400391
	Iteration 49Q: 3 clusters Score -2.015768e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 155495 members 
Entering Unmasked Estep 
Score: -20157674.000000 Penalty: 5938.400391
	Iteration 50Q: 3 clusters Score -2.015767e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 155533 members 
Entering Unmasked Estep 
Score: -20157680.000000 Penalty: 5938.400391
	Iteration 51Q: 3 clusters Score -2.015768e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 155571 members 
Entering Unmasked Estep 
Score: -20157650.000000 Penalty: 5938.400391
	Iteration 52Q: 3 clusters Score -2.015765e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 155592 members 
Entering Unmasked Estep 
Score: -20157666.000000 Penalty: 5938.400391
	Iteration 53Q: 3 clusters Score -2.015767e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 155613 members 
Entering Unmasked Estep 
Score: -20157682.000000 Penalty: 5938.400391
	Iteration 54Q: 3 clusters Score -2.015768e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 155634 members 
Entering Unmasked Estep 
Score: -20157670.000000 Penalty: 5938.400391
	Iteration 55Q: 3 clusters Score -2.015767e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 155651 members 
Entering Unmasked Estep 
Score: -20157676.000000 Penalty: 5938.400391
	Iteration 56Q: 3 clusters Score -2.015768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 155663 members 
Entering Unmasked Estep 
Score: -20157662.000000 Penalty: 5938.400391
	Iteration 57Q: 3 clusters Score -2.015766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 155674 members 
Entering Unmasked Estep 
Score: -20157658.000000 Penalty: 5938.400391
	Iteration 58Q: 3 clusters Score -2.015766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 155687 members 
Entering Unmasked Estep 
Score: -20157648.000000 Penalty: 5938.400391
	Iteration 59Q: 3 clusters Score -2.015765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 155701 members 
Entering Unmasked Estep 
Score: -20157634.000000 Penalty: 5938.400391
	Iteration 60F: 3 clusters Score -2.015763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 155712 members 
Entering Unmasked Estep 
Score: -20157642.000000 Penalty: 5938.400391
	Iteration 61Q: 3 clusters Score -2.015764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 155726 members 
Entering Unmasked Estep 
Score: -20157644.000000 Penalty: 5938.400391
	Iteration 62Q: 3 clusters Score -2.015764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 155740 members 
Entering Unmasked Estep 
Score: -20157656.000000 Penalty: 5938.400391
	Iteration 63Q: 3 clusters Score -2.015766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 155751 members 
Entering Unmasked Estep 
Score: -20157622.000000 Penalty: 5938.400391
	Iteration 64Q: 3 clusters Score -2.015762e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 155763 members 
Entering Unmasked Estep 
Score: -20157624.000000 Penalty: 5938.400391
	Iteration 65Q: 3 clusters Score -2.015762e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 155775 members 
Entering Unmasked Estep 
Score: -20157624.000000 Penalty: 5938.400391
	Iteration 66Q: 3 clusters Score -2.015762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 155785 members 
Entering Unmasked Estep 
Score: -20157620.000000 Penalty: 5938.400391
	Iteration 67Q: 3 clusters Score -2.015762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 155794 members 
Entering Unmasked Estep 
Score: -20157610.000000 Penalty: 5938.400391
	Iteration 68Q: 3 clusters Score -2.015761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 155806 members 
Entering Unmasked Estep 
Score: -20157618.000000 Penalty: 5938.400391
	Iteration 69Q: 3 clusters Score -2.015762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 155811 members 
Entering Unmasked Estep 
Score: -20157606.000000 Penalty: 5938.400391
	Iteration 70Q: 3 clusters Score -2.015761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 155819 members 
Entering Unmasked Estep 
Score: -20157602.000000 Penalty: 5938.400391
	Iteration 71Q: 3 clusters Score -2.01576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 155829 members 
Entering Unmasked Estep 
Score: -20157586.000000 Penalty: 5938.400391
	Iteration 72Q: 3 clusters Score -2.015759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 155840 members 
Entering Unmasked Estep 
Score: -20157578.000000 Penalty: 5938.400391
	Iteration 73Q: 3 clusters Score -2.015758e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 155853 members 
Entering Unmasked Estep 
Score: -20157568.000000 Penalty: 5938.400391
	Iteration 74Q: 3 clusters Score -2.015757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 155861 members 
Entering Unmasked Estep 
Score: -20157582.000000 Penalty: 5938.400391
	Iteration 75Q: 3 clusters Score -2.015758e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 155873 members 
Entering Unmasked Estep 
Score: -20157576.000000 Penalty: 5938.400391
	Iteration 76Q: 3 clusters Score -2.015758e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 155886 members 
Entering Unmasked Estep 
Score: -20157568.000000 Penalty: 5938.400391
	Iteration 77Q: 3 clusters Score -2.015757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 155895 members 
Entering Unmasked Estep 
Score: -20157562.000000 Penalty: 5938.400391
	Iteration 78Q: 3 clusters Score -2.015756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 155902 members 
Entering Unmasked Estep 
Score: -20157570.000000 Penalty: 5938.400391
	Iteration 79Q: 3 clusters Score -2.015757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 155908 members 
Entering Unmasked Estep 
Score: -20157572.000000 Penalty: 5938.400391
	Iteration 80F: 3 clusters Score -2.015757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 155913 members 
Entering Unmasked Estep 
Score: -20157558.000000 Penalty: 5938.400391
	Iteration 81Q: 3 clusters Score -2.015756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 155916 members 
Entering Unmasked Estep 
Score: -20157558.000000 Penalty: 5938.400391
	Iteration 82Q: 3 clusters Score -2.015756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 155921 members 
Entering Unmasked Estep 
Score: -20157568.000000 Penalty: 5938.400391
	Iteration 83Q: 3 clusters Score -2.015757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 155924 members 
Entering Unmasked Estep 
Score: -20157554.000000 Penalty: 5938.400391
	Iteration 84Q: 3 clusters Score -2.015755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 155927 members 
Entering Unmasked Estep 
Score: -20157566.000000 Penalty: 5938.400391
	Iteration 85Q: 3 clusters Score -2.015757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 155929 members 
Entering Unmasked Estep 
Score: -20157576.000000 Penalty: 5938.400391
	Iteration 86Q: 3 clusters Score -2.015758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 155931 members 
Entering Unmasked Estep 
Score: -20157570.000000 Penalty: 5938.400391
	Iteration 87Q: 3 clusters Score -2.015757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 155935 members 
Entering Unmasked Estep 
Score: -20157580.000000 Penalty: 5938.400391
	Iteration 88Q: 3 clusters Score -2.015758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 155941 members 
Entering Unmasked Estep 
Score: -20157558.000000 Penalty: 5938.400391
	Iteration 89Q: 3 clusters Score -2.015756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 155952 members 
Entering Unmasked Estep 
Score: -20157550.000000 Penalty: 5938.400391
	Iteration 90Q: 3 clusters Score -2.015755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 155958 members 
Entering Unmasked Estep 
Score: -20157552.000000 Penalty: 5938.400391
	Iteration 91Q: 3 clusters Score -2.015755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 155959 members 
Entering Unmasked Estep 
Score: -20157574.000000 Penalty: 5938.400391
	Iteration 92Q: 3 clusters Score -2.015757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 155960 members 
Entering Unmasked Estep 
Score: -20157574.000000 Penalty: 5938.400391
	Iteration 93Q: 3 clusters Score -2.015757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 155961 members 
Entering Unmasked Estep 
Score: -20157564.000000 Penalty: 5938.400391
	Iteration 94Q: 3 clusters Score -2.015756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 155962 members 
Entering Unmasked Estep 
Score: -20157568.000000 Penalty: 5938.400391
	Iteration 95Q: 3 clusters Score -2.015757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 155963 members 
Entering Unmasked Estep 
Score: -20157570.000000 Penalty: 5938.400391
	Iteration 96Q: 3 clusters Score -2.015757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 155963 members 
Entering Unmasked Estep 
Score: -20157570.000000 Penalty: 5938.400391
	Iteration 97F: 3 clusters Score -2.015757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Entering Unmasked Estep 
Score: -1074962.750000 Penalty: 2253.165283
	Iteration 0F: 2 clusters Score -1074963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1068062.375000 Penalty: 4506.330566
	Iteration 0F: 3 clusters Score -1068062 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1070131.000000 Penalty: 4506.330566
	Iteration 1F: 3 clusters Score -1070131 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1070554.125000 Penalty: 4506.330566
	Iteration 2F: 3 clusters Score -1070554 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1071103.500000 Penalty: 4506.330566
	Iteration 3F: 3 clusters Score -1071104 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1071809.250000 Penalty: 4506.330566
	Iteration 4F: 3 clusters Score -1071809 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1072448.750000 Penalty: 4506.330566
	Iteration 5F: 3 clusters Score -1072449 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1072930.375000 Penalty: 4506.330566
	Iteration 6F: 3 clusters Score -1072930 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1073314.125000 Penalty: 4506.330566
	Iteration 7F: 3 clusters Score -1073314 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1073609.875000 Penalty: 4506.330566
	Iteration 8Q: 3 clusters Score -1073610 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1073836.000000 Penalty: 4506.330566
	Iteration 9Q: 3 clusters Score -1073836 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1074017.500000 Penalty: 4506.330566
	Iteration 10Q: 3 clusters Score -1074018 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1074108.750000 Penalty: 4506.330566
	Iteration 11Q: 3 clusters Score -1074109 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1074168.500000 Penalty: 4506.330566
	Iteration 12Q: 3 clusters Score -1074168 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1074202.000000 Penalty: 4506.330566
	Iteration 13Q: 3 clusters Score -1074202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1074222.000000 Penalty: 4506.330566
	Iteration 14Q: 3 clusters Score -1074222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1074232.000000 Penalty: 4506.330566
	Iteration 15Q: 3 clusters Score -1074232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1074243.250000 Penalty: 4506.330566
	Iteration 16Q: 3 clusters Score -1074243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1074245.375000 Penalty: 4506.330566
	Iteration 17Q: 3 clusters Score -1074245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1074251.125000 Penalty: 4506.330566
	Iteration 18Q: 3 clusters Score -1074251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1074254.375000 Penalty: 4506.330566
	Iteration 19Q: 3 clusters Score -1074254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1074257.750000 Penalty: 4506.330566
	Iteration 20F: 3 clusters Score -1074258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1074257.625000 Penalty: 4506.330566
	Iteration 21Q: 3 clusters Score -1074258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1074261.500000 Penalty: 4506.330566
	Iteration 22Q: 3 clusters Score -1074262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1074262.750000 Penalty: 4506.330566
	Iteration 23Q: 3 clusters Score -1074263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1074262.750000 Penalty: 4506.330566
	Iteration 24Q: 3 clusters Score -1074263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1074263.625000 Penalty: 4506.330566
	Iteration 25Q: 3 clusters Score -1074264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1074263.625000 Penalty: 4506.330566
	Iteration 26F: 3 clusters Score -1074264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -136598.203125 Penalty: 1756.680176
	Iteration 0F: 2 clusters Score -136598.2 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 565 members 
Entering Unmasked Estep 
Score: -134597.828125 Penalty: 3513.360352
	Iteration 0F: 3 clusters Score -134597.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -135085.515625 Penalty: 3513.360352
	Iteration 1F: 3 clusters Score -135085.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -135295.750000 Penalty: 3513.360352
	Iteration 2F: 3 clusters Score -135295.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -135423.546875 Penalty: 3513.360352
	Iteration 3F: 3 clusters Score -135423.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -135597.593750 Penalty: 3513.360352
	Iteration 4F: 3 clusters Score -135597.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -135793.203125 Penalty: 3513.360352
	Iteration 5F: 3 clusters Score -135793.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -135936.015625 Penalty: 3513.360352
	Iteration 6F: 3 clusters Score -135936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -136052.937500 Penalty: 3513.360352
	Iteration 7Q: 3 clusters Score -136052.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -136157.531250 Penalty: 3513.360352
	Iteration 8Q: 3 clusters Score -136157.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -136232.015625 Penalty: 3513.360352
	Iteration 9Q: 3 clusters Score -136232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -136273.968750 Penalty: 3513.360352
	Iteration 10Q: 3 clusters Score -136274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -136296.031250 Penalty: 3513.360352
	Iteration 11Q: 3 clusters Score -136296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -136305.750000 Penalty: 3513.360352
	Iteration 12Q: 3 clusters Score -136305.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -136311.218750 Penalty: 3513.360352
	Iteration 13F: 3 clusters Score -136311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -136348.015625 Penalty: 3513.360352
	Iteration 14Q: 3 clusters Score -136348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -136359.531250 Penalty: 3513.360352
	Iteration 15Q: 3 clusters Score -136359.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -136365.812500 Penalty: 3513.360352
	Iteration 16Q: 3 clusters Score -136365.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -136367.281250 Penalty: 3513.360352
	Iteration 17Q: 3 clusters Score -136367.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -136370.046875 Penalty: 3513.360352
	Iteration 18Q: 3 clusters Score -136370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -136370.515625 Penalty: 3513.360352
	Iteration 19Q: 3 clusters Score -136370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -136372.031250 Penalty: 3513.360352
	Iteration 20F: 3 clusters Score -136372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -136373.640625 Penalty: 3513.360352
	Iteration 21Q: 3 clusters Score -136373.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -136375.859375 Penalty: 3513.360352
	Iteration 22Q: 3 clusters Score -136375.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -136381.859375 Penalty: 3513.360352
	Iteration 23Q: 3 clusters Score -136381.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -136384.140625 Penalty: 3513.360352
	Iteration 24Q: 3 clusters Score -136384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -136386.812500 Penalty: 3513.360352
	Iteration 25Q: 3 clusters Score -136386.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -136390.765625 Penalty: 3513.360352
	Iteration 26Q: 3 clusters Score -136390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -136402.250000 Penalty: 3513.360352
	Iteration 27Q: 3 clusters Score -136402.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -136422.718750 Penalty: 3513.360352
	Iteration 28Q: 3 clusters Score -136422.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -136435.796875 Penalty: 3513.360352
	Iteration 29Q: 3 clusters Score -136435.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -136441.843750 Penalty: 3513.360352
	Iteration 30Q: 3 clusters Score -136441.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -136444.484375 Penalty: 3513.360352
	Iteration 31Q: 3 clusters Score -136444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -136445.781250 Penalty: 3513.360352
	Iteration 32Q: 3 clusters Score -136445.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -136445.781250 Penalty: 3513.360352
	Iteration 33F: 3 clusters Score -136445.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (149314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149314 members 
Entering Unmasked Estep 
Score: -19111830.000000 Penalty: 2954.624023
	Iteration 0F: 2 clusters Score -1.911183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74357 members 
Mstep: Class 2 contains 74957 members 
Entering Unmasked Estep 
Score: -19015984.000000 Penalty: 5909.248047
	Iteration 0F: 3 clusters Score -1.901598e+07 nChanged 71282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70323 members 
Mstep: Class 2 contains 78991 members 
Entering Unmasked Estep 
Score: -19057396.000000 Penalty: 5909.248047
	Iteration 1F: 3 clusters Score -1.90574e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67440 members 
Mstep: Class 2 contains 81874 members 
Entering Unmasked Estep 
Score: -19058280.000000 Penalty: 5909.248047
	Iteration 2Q: 3 clusters Score -1.905828e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 86163 members 
Entering Unmasked Estep 
Score: -19059816.000000 Penalty: 5909.248047
	Iteration 3Q: 3 clusters Score -1.905982e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 92519 members 
Entering Unmasked Estep 
Score: -19062696.000000 Penalty: 5909.248047
	Iteration 4Q: 3 clusters Score -1.90627e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 101632 members 
Entering Unmasked Estep 
Score: -19067674.000000 Penalty: 5909.248047
	Iteration 5F: 3 clusters Score -1.906767e+07 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 113473 members 
Entering Unmasked Estep 
Score: -19075982.000000 Penalty: 5909.248047
	Iteration 6F: 3 clusters Score -1.907598e+07 nChanged 13358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 126823 members 
Entering Unmasked Estep 
Score: -19087706.000000 Penalty: 5909.248047
	Iteration 7F: 3 clusters Score -1.908771e+07 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 138254 members 
Entering Unmasked Estep 
Score: -19099012.000000 Penalty: 5909.248047
	Iteration 8F: 3 clusters Score -1.909901e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 145196 members 
Entering Unmasked Estep 
Score: -19105242.000000 Penalty: 5909.248047
	Iteration 9Q: 3 clusters Score -1.910524e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 147980 members 
Entering Unmasked Estep 
Score: -19107906.000000 Penalty: 5909.248047
	Iteration 10Q: 3 clusters Score -1.910791e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 148795 members 
Entering Unmasked Estep 
Score: -19108680.000000 Penalty: 5909.248047
	Iteration 11Q: 3 clusters Score -1.910868e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 149012 members 
Entering Unmasked Estep 
Score: -19108956.000000 Penalty: 5909.248047
	Iteration 12Q: 3 clusters Score -1.910896e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 149061 members 
Entering Unmasked Estep 
Score: -19109088.000000 Penalty: 5909.248047
	Iteration 13Q: 3 clusters Score -1.910909e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 149078 members 
Entering Unmasked Estep 
Score: -19109124.000000 Penalty: 5909.248047
	Iteration 14Q: 3 clusters Score -1.910912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 149085 members 
Entering Unmasked Estep 
Score: -19109154.000000 Penalty: 5909.248047
	Iteration 15Q: 3 clusters Score -1.910915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 149091 members 
Entering Unmasked Estep 
Score: -19109164.000000 Penalty: 5909.248047
	Iteration 16Q: 3 clusters Score -1.910916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 149092 members 
Entering Unmasked Estep 
Score: -19109166.000000 Penalty: 5909.248047
	Iteration 17Q: 3 clusters Score -1.910917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 149094 members 
Entering Unmasked Estep 
Score: -19109184.000000 Penalty: 5909.248047
	Iteration 18Q: 3 clusters Score -1.910918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149099 members 
Entering Unmasked Estep 
Score: -19109192.000000 Penalty: 5909.248047
	Iteration 19Q: 3 clusters Score -1.910919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 149103 members 
Entering Unmasked Estep 
Score: -19109188.000000 Penalty: 5909.248047
	Iteration 20F: 3 clusters Score -1.910919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 149104 members 
Entering Unmasked Estep 
Score: -19109204.000000 Penalty: 5909.248047
	Iteration 21Q: 3 clusters Score -1.91092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 149106 members 
Entering Unmasked Estep 
Score: -19109220.000000 Penalty: 5909.248047
	Iteration 22Q: 3 clusters Score -1.910922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 149108 members 
Entering Unmasked Estep 
Score: -19109222.000000 Penalty: 5909.248047
	Iteration 23Q: 3 clusters Score -1.910922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 149110 members 
Entering Unmasked Estep 
Score: -19109226.000000 Penalty: 5909.248047
	Iteration 24Q: 3 clusters Score -1.910923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 149111 members 
Entering Unmasked Estep 
Score: -19109222.000000 Penalty: 5909.248047
	Iteration 25Q: 3 clusters Score -1.910922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 149110 members 
Entering Unmasked Estep 
Score: -19109220.000000 Penalty: 5909.248047
	Iteration 26Q: 3 clusters Score -1.910922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 149111 members 
Entering Unmasked Estep 
Score: -19109222.000000 Penalty: 5909.248047
	Iteration 27Q: 3 clusters Score -1.910922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 149112 members 
Entering Unmasked Estep 
Score: -19109220.000000 Penalty: 5909.248047
	Iteration 28Q: 3 clusters Score -1.910922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 149112 members 
Entering Unmasked Estep 
Score: -19109220.000000 Penalty: 5909.248047
	Iteration 29F: 3 clusters Score -1.910922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Entering Unmasked Estep 
Score: -7078501.000000 Penalty: 2717.711182
	Iteration 0F: 2 clusters Score -7078501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -7039902.000000 Penalty: 5435.422363
	Iteration 0F: 3 clusters Score -7039902 nChanged 26696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -7054992.000000 Penalty: 5435.422363
	Iteration 1F: 3 clusters Score -7054992 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -7055668.500000 Penalty: 5435.422363
	Iteration 2Q: 3 clusters Score -7055668 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -7056466.000000 Penalty: 5435.422363
	Iteration 3Q: 3 clusters Score -7056466 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -7057411.000000 Penalty: 5435.422363
	Iteration 4Q: 3 clusters Score -7057411 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -7058632.000000 Penalty: 5435.422363
	Iteration 5Q: 3 clusters Score -7058632 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -7060217.500000 Penalty: 5435.422363
	Iteration 6Q: 3 clusters Score -7060218 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -7062100.000000 Penalty: 5435.422363
	Iteration 7F: 3 clusters Score -7062100 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -7064388.000000 Penalty: 5435.422363
	Iteration 8F: 3 clusters Score -7064388 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -7066750.500000 Penalty: 5435.422363
	Iteration 9F: 3 clusters Score -7066750 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -7069150.500000 Penalty: 5435.422363
	Iteration 10F: 3 clusters Score -7069150 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -7071114.000000 Penalty: 5435.422363
	Iteration 11Q: 3 clusters Score -7071114 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -7072790.000000 Penalty: 5435.422363
	Iteration 12Q: 3 clusters Score -7072790 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -7073972.000000 Penalty: 5435.422363
	Iteration 13Q: 3 clusters Score -7073972 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -7074728.500000 Penalty: 5435.422363
	Iteration 14Q: 3 clusters Score -7074728 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -7075241.000000 Penalty: 5435.422363
	Iteration 15Q: 3 clusters Score -7075241 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -7075590.500000 Penalty: 5435.422363
	Iteration 16Q: 3 clusters Score -7075590 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -7075811.000000 Penalty: 5435.422363
	Iteration 17Q: 3 clusters Score -7075811 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -7075950.500000 Penalty: 5435.422363
	Iteration 18Q: 3 clusters Score -7075950 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -7076034.000000 Penalty: 5435.422363
	Iteration 19Q: 3 clusters Score -7076034 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -7076116.500000 Penalty: 5435.422363
	Iteration 20F: 3 clusters Score -7076116 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -7076156.000000 Penalty: 5435.422363
	Iteration 21Q: 3 clusters Score -7076156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -7076198.500000 Penalty: 5435.422363
	Iteration 22Q: 3 clusters Score -7076198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 56175 members 
Entering Unmasked Estep 
Score: -7076233.000000 Penalty: 5435.422363
	Iteration 23Q: 3 clusters Score -7076233 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -7076266.000000 Penalty: 5435.422363
	Iteration 24Q: 3 clusters Score -7076266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -7076277.500000 Penalty: 5435.422363
	Iteration 25Q: 3 clusters Score -7076278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -7076287.000000 Penalty: 5435.422363
	Iteration 26Q: 3 clusters Score -7076287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -7076305.500000 Penalty: 5435.422363
	Iteration 27Q: 3 clusters Score -7076306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -7076321.500000 Penalty: 5435.422363
	Iteration 28Q: 3 clusters Score -7076322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -7076340.500000 Penalty: 5435.422363
	Iteration 29Q: 3 clusters Score -7076340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -7076352.000000 Penalty: 5435.422363
	Iteration 30Q: 3 clusters Score -7076352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -7076351.500000 Penalty: 5435.422363
	Iteration 31Q: 3 clusters Score -7076352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -7076357.000000 Penalty: 5435.422363
	Iteration 32Q: 3 clusters Score -7076357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -7076358.500000 Penalty: 5435.422363
	Iteration 33Q: 3 clusters Score -7076358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -7076364.000000 Penalty: 5435.422363
	Iteration 34Q: 3 clusters Score -7076364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -7076364.000000 Penalty: 5435.422363
	Iteration 35Q: 3 clusters Score -7076364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -7076364.000000 Penalty: 5435.422363
	Iteration 36Q: 3 clusters Score -7076364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -7076373.500000 Penalty: 5435.422363
	Iteration 37Q: 3 clusters Score -7076374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -7076374.500000 Penalty: 5435.422363
	Iteration 38Q: 3 clusters Score -7076374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -7076380.000000 Penalty: 5435.422363
	Iteration 39Q: 3 clusters Score -7076380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -7076371.000000 Penalty: 5435.422363
	Iteration 40F: 3 clusters Score -7076371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -7076378.000000 Penalty: 5435.422363
	Iteration 41Q: 3 clusters Score -7076378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -7076372.500000 Penalty: 5435.422363
	Iteration 42Q: 3 clusters Score -7076372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -7076372.500000 Penalty: 5435.422363
	Iteration 43F: 3 clusters Score -7076372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Entering Unmasked Estep 
Score: -507466.062500 Penalty: 2060.372314
	Iteration 0F: 2 clusters Score -507466.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -503469.593750 Penalty: 4120.744629
	Iteration 0F: 3 clusters Score -503469.6 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -504453.937500 Penalty: 4120.744629
	Iteration 1F: 3 clusters Score -504453.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -504746.406250 Penalty: 4120.744629
	Iteration 2F: 3 clusters Score -504746.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -504904.125000 Penalty: 4120.744629
	Iteration 3F: 3 clusters Score -504904.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -505022.625000 Penalty: 4120.744629
	Iteration 4Q: 3 clusters Score -505022.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -505123.718750 Penalty: 4120.744629
	Iteration 5Q: 3 clusters Score -505123.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -505196.656250 Penalty: 4120.744629
	Iteration 6Q: 3 clusters Score -505196.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -505262.281250 Penalty: 4120.744629
	Iteration 7Q: 3 clusters Score -505262.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -505305.687500 Penalty: 4120.744629
	Iteration 8Q: 3 clusters Score -505305.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -505337.343750 Penalty: 4120.744629
	Iteration 9Q: 3 clusters Score -505337.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -505360.968750 Penalty: 4120.744629
	Iteration 10Q: 3 clusters Score -505361 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -505389.750000 Penalty: 4120.744629
	Iteration 11Q: 3 clusters Score -505389.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -505417.281250 Penalty: 4120.744629
	Iteration 12Q: 3 clusters Score -505417.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -505435.156250 Penalty: 4120.744629
	Iteration 13Q: 3 clusters Score -505435.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -505447.437500 Penalty: 4120.744629
	Iteration 14Q: 3 clusters Score -505447.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -505459.750000 Penalty: 4120.744629
	Iteration 15Q: 3 clusters Score -505459.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -505469.281250 Penalty: 4120.744629
	Iteration 16Q: 3 clusters Score -505469.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -505482.968750 Penalty: 4120.744629
	Iteration 17Q: 3 clusters Score -505483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -505496.906250 Penalty: 4120.744629
	Iteration 18Q: 3 clusters Score -505496.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -505506.343750 Penalty: 4120.744629
	Iteration 19Q: 3 clusters Score -505506.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -505518.437500 Penalty: 4120.744629
	Iteration 20F: 3 clusters Score -505518.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -505530.500000 Penalty: 4120.744629
	Iteration 21Q: 3 clusters Score -505530.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -505538.906250 Penalty: 4120.744629
	Iteration 22Q: 3 clusters Score -505538.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -505545.593750 Penalty: 4120.744629
	Iteration 23Q: 3 clusters Score -505545.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -505551.406250 Penalty: 4120.744629
	Iteration 24Q: 3 clusters Score -505551.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -505554.250000 Penalty: 4120.744629
	Iteration 25Q: 3 clusters Score -505554.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -505558.218750 Penalty: 4120.744629
	Iteration 26Q: 3 clusters Score -505558.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -505564.187500 Penalty: 4120.744629
	Iteration 27Q: 3 clusters Score -505564.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -505566.562500 Penalty: 4120.744629
	Iteration 28Q: 3 clusters Score -505566.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -505569.125000 Penalty: 4120.744629
	Iteration 29Q: 3 clusters Score -505569.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -505571.593750 Penalty: 4120.744629
	Iteration 30Q: 3 clusters Score -505571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -505573.031250 Penalty: 4120.744629
	Iteration 31Q: 3 clusters Score -505573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -505574.656250 Penalty: 4120.744629
	Iteration 32Q: 3 clusters Score -505574.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -505577.125000 Penalty: 4120.744629
	Iteration 33Q: 3 clusters Score -505577.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -505580.125000 Penalty: 4120.744629
	Iteration 34Q: 3 clusters Score -505580.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -505582.031250 Penalty: 4120.744629
	Iteration 35Q: 3 clusters Score -505582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -505581.000000 Penalty: 4120.744629
	Iteration 36Q: 3 clusters Score -505581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -505581.000000 Penalty: 4120.744629
	Iteration 37F: 3 clusters Score -505581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Entering Unmasked Estep 
Score: -4880371.000000 Penalty: 2618.041748
	Iteration 0F: 2 clusters Score -4880371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -4854310.500000 Penalty: 5236.083496
	Iteration 0F: 3 clusters Score -4854310 nChanged 17579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -4863728.500000 Penalty: 5236.083496
	Iteration 1F: 3 clusters Score -4863728 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4864094.500000 Penalty: 5236.083496
	Iteration 2Q: 3 clusters Score -4864094 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -4864418.500000 Penalty: 5236.083496
	Iteration 3Q: 3 clusters Score -4864418 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -4864702.500000 Penalty: 5236.083496
	Iteration 4Q: 3 clusters Score -4864702 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -4864977.000000 Penalty: 5236.083496
	Iteration 5Q: 3 clusters Score -4864977 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -4865177.000000 Penalty: 5236.083496
	Iteration 6Q: 3 clusters Score -4865177 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4865386.500000 Penalty: 5236.083496
	Iteration 7Q: 3 clusters Score -4865386 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4865616.500000 Penalty: 5236.083496
	Iteration 8Q: 3 clusters Score -4865616 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -4865914.500000 Penalty: 5236.083496
	Iteration 9Q: 3 clusters Score -4865914 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -4866235.000000 Penalty: 5236.083496
	Iteration 10Q: 3 clusters Score -4866235 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -4866722.000000 Penalty: 5236.083496
	Iteration 11Q: 3 clusters Score -4866722 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -4867375.000000 Penalty: 5236.083496
	Iteration 12Q: 3 clusters Score -4867375 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -4868405.500000 Penalty: 5236.083496
	Iteration 13Q: 3 clusters Score -4868406 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -4869806.500000 Penalty: 5236.083496
	Iteration 14Q: 3 clusters Score -4869806 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -4871077.000000 Penalty: 5236.083496
	Iteration 15F: 3 clusters Score -4871077 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -4871850.500000 Penalty: 5236.083496
	Iteration 16Q: 3 clusters Score -4871850 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -4872239.000000 Penalty: 5236.083496
	Iteration 17Q: 3 clusters Score -4872239 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -4872467.500000 Penalty: 5236.083496
	Iteration 18Q: 3 clusters Score -4872468 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -4872659.500000 Penalty: 5236.083496
	Iteration 19Q: 3 clusters Score -4872660 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -4872825.000000 Penalty: 5236.083496
	Iteration 20F: 3 clusters Score -4872825 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -4873017.000000 Penalty: 5236.083496
	Iteration 21Q: 3 clusters Score -4873017 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -4873240.500000 Penalty: 5236.083496
	Iteration 22Q: 3 clusters Score -4873240 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -4873475.500000 Penalty: 5236.083496
	Iteration 23Q: 3 clusters Score -4873476 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4873783.000000 Penalty: 5236.083496
	Iteration 24Q: 3 clusters Score -4873783 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -4874100.500000 Penalty: 5236.083496
	Iteration 25Q: 3 clusters Score -4874100 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -4874546.000000 Penalty: 5236.083496
	Iteration 26Q: 3 clusters Score -4874546 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -4875104.000000 Penalty: 5236.083496
	Iteration 27Q: 3 clusters Score -4875104 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -4875699.000000 Penalty: 5236.083496
	Iteration 28Q: 3 clusters Score -4875699 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -4876292.500000 Penalty: 5236.083496
	Iteration 29Q: 3 clusters Score -4876292 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -4876818.500000 Penalty: 5236.083496
	Iteration 30Q: 3 clusters Score -4876818 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -4877214.000000 Penalty: 5236.083496
	Iteration 31Q: 3 clusters Score -4877214 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -4877475.500000 Penalty: 5236.083496
	Iteration 32Q: 3 clusters Score -4877476 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -4877676.000000 Penalty: 5236.083496
	Iteration 33Q: 3 clusters Score -4877676 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -4877787.000000 Penalty: 5236.083496
	Iteration 34Q: 3 clusters Score -4877787 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -4877858.000000 Penalty: 5236.083496
	Iteration 35Q: 3 clusters Score -4877858 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -4877893.500000 Penalty: 5236.083496
	Iteration 36Q: 3 clusters Score -4877894 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -4877911.000000 Penalty: 5236.083496
	Iteration 37Q: 3 clusters Score -4877911 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -4877918.000000 Penalty: 5236.083496
	Iteration 38Q: 3 clusters Score -4877918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -4877923.000000 Penalty: 5236.083496
	Iteration 39Q: 3 clusters Score -4877923 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -4877959.000000 Penalty: 5236.083496
	Iteration 40F: 3 clusters Score -4877959 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -4877982.000000 Penalty: 5236.083496
	Iteration 41Q: 3 clusters Score -4877982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -4878005.000000 Penalty: 5236.083496
	Iteration 42Q: 3 clusters Score -4878005 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -4878027.500000 Penalty: 5236.083496
	Iteration 43Q: 3 clusters Score -4878028 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -4878043.500000 Penalty: 5236.083496
	Iteration 44Q: 3 clusters Score -4878044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -4878057.500000 Penalty: 5236.083496
	Iteration 45Q: 3 clusters Score -4878058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -4878045.500000 Penalty: 5236.083496
	Iteration 46Q: 3 clusters Score -4878046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4878049.500000 Penalty: 5236.083496
	Iteration 47Q: 3 clusters Score -4878050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -4878049.000000 Penalty: 5236.083496
	Iteration 48Q: 3 clusters Score -4878049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4878050.500000 Penalty: 5236.083496
	Iteration 49Q: 3 clusters Score -4878050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -4878049.000000 Penalty: 5236.083496
	Iteration 50Q: 3 clusters Score -4878049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -4878059.500000 Penalty: 5236.083496
	Iteration 51Q: 3 clusters Score -4878060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -4878060.500000 Penalty: 5236.083496
	Iteration 52Q: 3 clusters Score -4878060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -4878060.500000 Penalty: 5236.083496
	Iteration 53Q: 3 clusters Score -4878060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -4878057.000000 Penalty: 5236.083496
	Iteration 54Q: 3 clusters Score -4878057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -4878053.000000 Penalty: 5236.083496
	Iteration 55Q: 3 clusters Score -4878053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -4878052.000000 Penalty: 5236.083496
	Iteration 56Q: 3 clusters Score -4878052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -4878052.000000 Penalty: 5236.083496
	Iteration 57Q: 3 clusters Score -4878052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -4878051.500000 Penalty: 5236.083496
	Iteration 58Q: 3 clusters Score -4878052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -4878055.500000 Penalty: 5236.083496
	Iteration 59Q: 3 clusters Score -4878056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -4878059.000000 Penalty: 5236.083496
	Iteration 60F: 3 clusters Score -4878059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -4878060.500000 Penalty: 5236.083496
	Iteration 61Q: 3 clusters Score -4878060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -4878059.000000 Penalty: 5236.083496
	Iteration 62Q: 3 clusters Score -4878059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -4878060.500000 Penalty: 5236.083496
	Iteration 63Q: 3 clusters Score -4878060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -4878060.500000 Penalty: 5236.083496
	Iteration 64Q: 3 clusters Score -4878060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -4878060.500000 Penalty: 5236.083496
	Iteration 65F: 3 clusters Score -4878060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (153158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153158 members 
Entering Unmasked Estep 
Score: -19435570.000000 Penalty: 2960.927734
	Iteration 0F: 2 clusters Score -1.943557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76825 members 
Mstep: Class 2 contains 76333 members 
Entering Unmasked Estep 
Score: -19334718.000000 Penalty: 5921.855469
	Iteration 0F: 3 clusters Score -1.933472e+07 nChanged 73478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80427 members 
Mstep: Class 2 contains 72731 members 
Entering Unmasked Estep 
Score: -19377672.000000 Penalty: 5921.855469
	Iteration 1F: 3 clusters Score -1.937767e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82602 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -19379282.000000 Penalty: 5921.855469
	Iteration 2Q: 3 clusters Score -1.937928e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 67341 members 
Entering Unmasked Estep 
Score: -19381404.000000 Penalty: 5921.855469
	Iteration 3Q: 3 clusters Score -1.93814e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90504 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -19384374.000000 Penalty: 5921.855469
	Iteration 4Q: 3 clusters Score -1.938437e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97042 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
Score: -19389220.000000 Penalty: 5921.855469
	Iteration 5F: 3 clusters Score -1.938922e+07 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105624 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -19396356.000000 Penalty: 5921.855469
	Iteration 6F: 3 clusters Score -1.939636e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115361 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -19405360.000000 Penalty: 5921.855469
	Iteration 7F: 3 clusters Score -1.940536e+07 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124454 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -19414172.000000 Penalty: 5921.855469
	Iteration 8F: 3 clusters Score -1.941417e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131300 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -19420488.000000 Penalty: 5921.855469
	Iteration 9Q: 3 clusters Score -1.942049e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136054 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -19424400.000000 Penalty: 5921.855469
	Iteration 10Q: 3 clusters Score -1.94244e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139534 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -19427062.000000 Penalty: 5921.855469
	Iteration 11Q: 3 clusters Score -1.942706e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142240 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -19428616.000000 Penalty: 5921.855469
	Iteration 12Q: 3 clusters Score -1.942862e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144421 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -19429568.000000 Penalty: 5921.855469
	Iteration 13Q: 3 clusters Score -1.942957e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146137 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -19430318.000000 Penalty: 5921.855469
	Iteration 14Q: 3 clusters Score -1.943032e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147554 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -19431070.000000 Penalty: 5921.855469
	Iteration 15Q: 3 clusters Score -1.943107e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148742 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -19431692.000000 Penalty: 5921.855469
	Iteration 16Q: 3 clusters Score -1.943169e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149653 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -19432142.000000 Penalty: 5921.855469
	Iteration 17Q: 3 clusters Score -1.943214e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150321 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -19432442.000000 Penalty: 5921.855469
	Iteration 18Q: 3 clusters Score -1.943244e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150843 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -19432656.000000 Penalty: 5921.855469
	Iteration 19Q: 3 clusters Score -1.943266e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151165 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -19432888.000000 Penalty: 5921.855469
	Iteration 20F: 3 clusters Score -1.943289e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151401 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -19432928.000000 Penalty: 5921.855469
	Iteration 21Q: 3 clusters Score -1.943293e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151579 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -19433034.000000 Penalty: 5921.855469
	Iteration 22Q: 3 clusters Score -1.943303e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151707 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -19433102.000000 Penalty: 5921.855469
	Iteration 23Q: 3 clusters Score -1.94331e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151798 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -19433158.000000 Penalty: 5921.855469
	Iteration 24Q: 3 clusters Score -1.943316e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151872 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -19433188.000000 Penalty: 5921.855469
	Iteration 25Q: 3 clusters Score -1.943319e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151905 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -19433188.000000 Penalty: 5921.855469
	Iteration 26Q: 3 clusters Score -1.943319e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151942 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -19433242.000000 Penalty: 5921.855469
	Iteration 27Q: 3 clusters Score -1.943324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151973 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -19433240.000000 Penalty: 5921.855469
	Iteration 28Q: 3 clusters Score -1.943324e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151998 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -19433274.000000 Penalty: 5921.855469
	Iteration 29Q: 3 clusters Score -1.943327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152018 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -19433284.000000 Penalty: 5921.855469
	Iteration 30Q: 3 clusters Score -1.943328e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152043 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -19433282.000000 Penalty: 5921.855469
	Iteration 31Q: 3 clusters Score -1.943328e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152062 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -19433268.000000 Penalty: 5921.855469
	Iteration 32Q: 3 clusters Score -1.943327e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152080 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -19433288.000000 Penalty: 5921.855469
	Iteration 33Q: 3 clusters Score -1.943329e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152098 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -19433306.000000 Penalty: 5921.855469
	Iteration 34Q: 3 clusters Score -1.943331e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152114 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -19433310.000000 Penalty: 5921.855469
	Iteration 35Q: 3 clusters Score -1.943331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152125 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -19433300.000000 Penalty: 5921.855469
	Iteration 36Q: 3 clusters Score -1.94333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152132 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -19433310.000000 Penalty: 5921.855469
	Iteration 37Q: 3 clusters Score -1.943331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152135 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -19433300.000000 Penalty: 5921.855469
	Iteration 38Q: 3 clusters Score -1.94333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152138 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -19433304.000000 Penalty: 5921.855469
	Iteration 39Q: 3 clusters Score -1.94333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152143 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -19433314.000000 Penalty: 5921.855469
	Iteration 40F: 3 clusters Score -1.943331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152148 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -19433316.000000 Penalty: 5921.855469
	Iteration 41Q: 3 clusters Score -1.943332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152149 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -19433318.000000 Penalty: 5921.855469
	Iteration 42Q: 3 clusters Score -1.943332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152151 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -19433310.000000 Penalty: 5921.855469
	Iteration 43Q: 3 clusters Score -1.943331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152153 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -19433310.000000 Penalty: 5921.855469
	Iteration 44Q: 3 clusters Score -1.943331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152157 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -19433324.000000 Penalty: 5921.855469
	Iteration 45Q: 3 clusters Score -1.943332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152162 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -19433318.000000 Penalty: 5921.855469
	Iteration 46Q: 3 clusters Score -1.943332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152168 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -19433332.000000 Penalty: 5921.855469
	Iteration 47Q: 3 clusters Score -1.943333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152171 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -19433334.000000 Penalty: 5921.855469
	Iteration 48Q: 3 clusters Score -1.943333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152172 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -19433312.000000 Penalty: 5921.855469
	Iteration 49Q: 3 clusters Score -1.943331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152178 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -19433330.000000 Penalty: 5921.855469
	Iteration 50Q: 3 clusters Score -1.943333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152184 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -19433324.000000 Penalty: 5921.855469
	Iteration 51Q: 3 clusters Score -1.943332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152196 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -19433322.000000 Penalty: 5921.855469
	Iteration 52Q: 3 clusters Score -1.943332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152199 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -19433330.000000 Penalty: 5921.855469
	Iteration 53Q: 3 clusters Score -1.943333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152207 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -19433324.000000 Penalty: 5921.855469
	Iteration 54Q: 3 clusters Score -1.943332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152212 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -19433334.000000 Penalty: 5921.855469
	Iteration 55Q: 3 clusters Score -1.943333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152217 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -19433316.000000 Penalty: 5921.855469
	Iteration 56Q: 3 clusters Score -1.943332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152223 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -19433308.000000 Penalty: 5921.855469
	Iteration 57Q: 3 clusters Score -1.943331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152231 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -19433324.000000 Penalty: 5921.855469
	Iteration 58Q: 3 clusters Score -1.943332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152244 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -19433332.000000 Penalty: 5921.855469
	Iteration 59Q: 3 clusters Score -1.943333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152251 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -19433324.000000 Penalty: 5921.855469
	Iteration 60F: 3 clusters Score -1.943332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152254 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -19433332.000000 Penalty: 5921.855469
	Iteration 61Q: 3 clusters Score -1.943333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152262 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -19433316.000000 Penalty: 5921.855469
	Iteration 62Q: 3 clusters Score -1.943332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152269 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19433310.000000 Penalty: 5921.855469
	Iteration 63Q: 3 clusters Score -1.943331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152272 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -19433332.000000 Penalty: 5921.855469
	Iteration 64Q: 3 clusters Score -1.943333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152277 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -19433344.000000 Penalty: 5921.855469
	Iteration 65Q: 3 clusters Score -1.943334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152280 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -19433332.000000 Penalty: 5921.855469
	Iteration 66Q: 3 clusters Score -1.943333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152284 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -19433338.000000 Penalty: 5921.855469
	Iteration 67Q: 3 clusters Score -1.943334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152290 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -19433340.000000 Penalty: 5921.855469
	Iteration 68Q: 3 clusters Score -1.943334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152295 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -19433356.000000 Penalty: 5921.855469
	Iteration 69Q: 3 clusters Score -1.943336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152299 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -19433350.000000 Penalty: 5921.855469
	Iteration 70Q: 3 clusters Score -1.943335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152299 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -19433348.000000 Penalty: 5921.855469
	Iteration 71Q: 3 clusters Score -1.943335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152304 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -19433360.000000 Penalty: 5921.855469
	Iteration 72Q: 3 clusters Score -1.943336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152307 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -19433360.000000 Penalty: 5921.855469
	Iteration 73Q: 3 clusters Score -1.943336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152308 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -19433362.000000 Penalty: 5921.855469
	Iteration 74Q: 3 clusters Score -1.943336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152309 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -19433364.000000 Penalty: 5921.855469
	Iteration 75Q: 3 clusters Score -1.943336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152311 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -19433358.000000 Penalty: 5921.855469
	Iteration 76Q: 3 clusters Score -1.943336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152310 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -19433358.000000 Penalty: 5921.855469
	Iteration 77Q: 3 clusters Score -1.943336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152309 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -19433360.000000 Penalty: 5921.855469
	Iteration 78Q: 3 clusters Score -1.943336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152308 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -19433360.000000 Penalty: 5921.855469
	Iteration 79Q: 3 clusters Score -1.943336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152309 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -19433362.000000 Penalty: 5921.855469
	Iteration 80F: 3 clusters Score -1.943336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -36731.542969 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -36731.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35404.875000 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -35404.88 nChanged 49
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: -35558.226562 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -35558.23 nChanged 11
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: -35588.121094 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -35588.12 nChanged 2
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: -35606.960938 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -35606.96 nChanged 2
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: -35626.492188 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -35626.49 nChanged 7
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: -35668.265625 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -35668.27 nChanged 3
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: -35686.824219 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -35686.82 nChanged 5
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: -35713.367188 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -35713.37 nChanged 6
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: -35740.996094 Penalty: 2913.965820
	Iteration 8Q: 3 clusters Score -35741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35759.566406 Penalty: 2913.965820
	Iteration 9Q: 3 clusters Score -35759.57 nChanged 4
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: -35772.242188 Penalty: 2913.965820
	Iteration 10Q: 3 clusters Score -35772.24 nChanged 4
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: -35787.625000 Penalty: 2913.965820
	Iteration 11Q: 3 clusters Score -35787.62 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: -35790.445312 Penalty: 2913.965820
	Iteration 12Q: 3 clusters Score -35790.45 nChanged 1
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: -35796.488281 Penalty: 2913.965820
	Iteration 13Q: 3 clusters Score -35796.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35800.996094 Penalty: 2913.965820
	Iteration 14Q: 3 clusters Score -35801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35800.996094 Penalty: 2913.965820
	Iteration 15F: 3 clusters Score -35801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (147992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147992 members 
Entering Unmasked Estep 
Score: -19075174.000000 Penalty: 2952.418701
	Iteration 0F: 2 clusters Score -1.907517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 74056 members 
Entering Unmasked Estep 
Score: -18980498.000000 Penalty: 5904.837402
	Iteration 0F: 3 clusters Score -1.89805e+07 nChanged 70585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 74611 members 
Entering Unmasked Estep 
Score: -19021258.000000 Penalty: 5904.837402
	Iteration 1F: 3 clusters Score -1.902126e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72937 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -19022124.000000 Penalty: 5904.837402
	Iteration 2Q: 3 clusters Score -1.902212e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72292 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -19023206.000000 Penalty: 5904.837402
	Iteration 3Q: 3 clusters Score -1.902321e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 76795 members 
Entering Unmasked Estep 
Score: -19024496.000000 Penalty: 5904.837402
	Iteration 4Q: 3 clusters Score -1.90245e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -19026406.000000 Penalty: 5904.837402
	Iteration 5Q: 3 clusters Score -1.902641e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66916 members 
Mstep: Class 2 contains 81076 members 
Entering Unmasked Estep 
Score: -19029240.000000 Penalty: 5904.837402
	Iteration 6Q: 3 clusters Score -1.902924e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 84794 members 
Entering Unmasked Estep 
Score: -19033172.000000 Penalty: 5904.837402
	Iteration 7F: 3 clusters Score -1.903317e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 89520 members 
Entering Unmasked Estep 
Score: -19038766.000000 Penalty: 5904.837402
	Iteration 8F: 3 clusters Score -1.903877e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 94723 members 
Entering Unmasked Estep 
Score: -19046324.000000 Penalty: 5904.837402
	Iteration 9F: 3 clusters Score -1.904632e+07 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 99033 members 
Entering Unmasked Estep 
Score: -19053716.000000 Penalty: 5904.837402
	Iteration 10F: 3 clusters Score -1.905372e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 101965 members 
Entering Unmasked Estep 
Score: -19058036.000000 Penalty: 5904.837402
	Iteration 11F: 3 clusters Score -1.905804e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 104072 members 
Entering Unmasked Estep 
Score: -19059766.000000 Penalty: 5904.837402
	Iteration 12Q: 3 clusters Score -1.905977e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -19060638.000000 Penalty: 5904.837402
	Iteration 13Q: 3 clusters Score -1.906064e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 107641 members 
Entering Unmasked Estep 
Score: -19061080.000000 Penalty: 5904.837402
	Iteration 14Q: 3 clusters Score -1.906108e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 109389 members 
Entering Unmasked Estep 
Score: -19061684.000000 Penalty: 5904.837402
	Iteration 15Q: 3 clusters Score -1.906168e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 111182 members 
Entering Unmasked Estep 
Score: -19062160.000000 Penalty: 5904.837402
	Iteration 16Q: 3 clusters Score -1.906216e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 112887 members 
Entering Unmasked Estep 
Score: -19062654.000000 Penalty: 5904.837402
	Iteration 17Q: 3 clusters Score -1.906265e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 114666 members 
Entering Unmasked Estep 
Score: -19063148.000000 Penalty: 5904.837402
	Iteration 18Q: 3 clusters Score -1.906315e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 116488 members 
Entering Unmasked Estep 
Score: -19063648.000000 Penalty: 5904.837402
	Iteration 19Q: 3 clusters Score -1.906365e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 118291 members 
Entering Unmasked Estep 
Score: -19064148.000000 Penalty: 5904.837402
	Iteration 20F: 3 clusters Score -1.906415e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 120059 members 
Entering Unmasked Estep 
Score: -19064686.000000 Penalty: 5904.837402
	Iteration 21Q: 3 clusters Score -1.906469e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 121808 members 
Entering Unmasked Estep 
Score: -19065186.000000 Penalty: 5904.837402
	Iteration 22Q: 3 clusters Score -1.906519e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 123522 members 
Entering Unmasked Estep 
Score: -19065654.000000 Penalty: 5904.837402
	Iteration 23Q: 3 clusters Score -1.906565e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 125294 members 
Entering Unmasked Estep 
Score: -19066174.000000 Penalty: 5904.837402
	Iteration 24Q: 3 clusters Score -1.906617e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 126926 members 
Entering Unmasked Estep 
Score: -19066660.000000 Penalty: 5904.837402
	Iteration 25Q: 3 clusters Score -1.906666e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 128561 members 
Entering Unmasked Estep 
Score: -19067210.000000 Penalty: 5904.837402
	Iteration 26Q: 3 clusters Score -1.906721e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 130194 members 
Entering Unmasked Estep 
Score: -19067780.000000 Penalty: 5904.837402
	Iteration 27Q: 3 clusters Score -1.906778e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 131830 members 
Entering Unmasked Estep 
Score: -19068308.000000 Penalty: 5904.837402
	Iteration 28Q: 3 clusters Score -1.906831e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 133424 members 
Entering Unmasked Estep 
Score: -19068882.000000 Penalty: 5904.837402
	Iteration 29Q: 3 clusters Score -1.906888e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 134946 members 
Entering Unmasked Estep 
Score: -19069402.000000 Penalty: 5904.837402
	Iteration 30Q: 3 clusters Score -1.90694e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 136371 members 
Entering Unmasked Estep 
Score: -19069934.000000 Penalty: 5904.837402
	Iteration 31Q: 3 clusters Score -1.906993e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 137706 members 
Entering Unmasked Estep 
Score: -19070392.000000 Penalty: 5904.837402
	Iteration 32Q: 3 clusters Score -1.907039e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 138893 members 
Entering Unmasked Estep 
Score: -19070936.000000 Penalty: 5904.837402
	Iteration 33Q: 3 clusters Score -1.907094e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 140037 members 
Entering Unmasked Estep 
Score: -19071320.000000 Penalty: 5904.837402
	Iteration 34Q: 3 clusters Score -1.907132e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 141054 members 
Entering Unmasked Estep 
Score: -19071546.000000 Penalty: 5904.837402
	Iteration 35Q: 3 clusters Score -1.907155e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 141941 members 
Entering Unmasked Estep 
Score: -19071736.000000 Penalty: 5904.837402
	Iteration 36Q: 3 clusters Score -1.907174e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 142704 members 
Entering Unmasked Estep 
Score: -19071806.000000 Penalty: 5904.837402
	Iteration 37Q: 3 clusters Score -1.907181e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 143368 members 
Entering Unmasked Estep 
Score: -19071938.000000 Penalty: 5904.837402
	Iteration 38Q: 3 clusters Score -1.907194e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 143971 members 
Entering Unmasked Estep 
Score: -19072118.000000 Penalty: 5904.837402
	Iteration 39Q: 3 clusters Score -1.907212e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 144506 members 
Entering Unmasked Estep 
Score: -19072236.000000 Penalty: 5904.837402
	Iteration 40F: 3 clusters Score -1.907224e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 144978 members 
Entering Unmasked Estep 
Score: -19072374.000000 Penalty: 5904.837402
	Iteration 41Q: 3 clusters Score -1.907237e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 145352 members 
Entering Unmasked Estep 
Score: -19072504.000000 Penalty: 5904.837402
	Iteration 42Q: 3 clusters Score -1.90725e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 145612 members 
Entering Unmasked Estep 
Score: -19072556.000000 Penalty: 5904.837402
	Iteration 43Q: 3 clusters Score -1.907256e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 145833 members 
Entering Unmasked Estep 
Score: -19072598.000000 Penalty: 5904.837402
	Iteration 44Q: 3 clusters Score -1.90726e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 146021 members 
Entering Unmasked Estep 
Score: -19072644.000000 Penalty: 5904.837402
	Iteration 45Q: 3 clusters Score -1.907264e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 146183 members 
Entering Unmasked Estep 
Score: -19072694.000000 Penalty: 5904.837402
	Iteration 46Q: 3 clusters Score -1.907269e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 146311 members 
Entering Unmasked Estep 
Score: -19072734.000000 Penalty: 5904.837402
	Iteration 47Q: 3 clusters Score -1.907273e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 146406 members 
Entering Unmasked Estep 
Score: -19072792.000000 Penalty: 5904.837402
	Iteration 48Q: 3 clusters Score -1.907279e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 146498 members 
Entering Unmasked Estep 
Score: -19072818.000000 Penalty: 5904.837402
	Iteration 49Q: 3 clusters Score -1.907282e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 146581 members 
Entering Unmasked Estep 
Score: -19072878.000000 Penalty: 5904.837402
	Iteration 50Q: 3 clusters Score -1.907288e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 146646 members 
Entering Unmasked Estep 
Score: -19072852.000000 Penalty: 5904.837402
	Iteration 51Q: 3 clusters Score -1.907285e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 146704 members 
Entering Unmasked Estep 
Score: -19072846.000000 Penalty: 5904.837402
	Iteration 52Q: 3 clusters Score -1.907285e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 146759 members 
Entering Unmasked Estep 
Score: -19072896.000000 Penalty: 5904.837402
	Iteration 53Q: 3 clusters Score -1.90729e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 146795 members 
Entering Unmasked Estep 
Score: -19072910.000000 Penalty: 5904.837402
	Iteration 54Q: 3 clusters Score -1.907291e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 146825 members 
Entering Unmasked Estep 
Score: -19072928.000000 Penalty: 5904.837402
	Iteration 55Q: 3 clusters Score -1.907293e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 146853 members 
Entering Unmasked Estep 
Score: -19072926.000000 Penalty: 5904.837402
	Iteration 56Q: 3 clusters Score -1.907293e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 146885 members 
Entering Unmasked Estep 
Score: -19072930.000000 Penalty: 5904.837402
	Iteration 57Q: 3 clusters Score -1.907293e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 146913 members 
Entering Unmasked Estep 
Score: -19072904.000000 Penalty: 5904.837402
	Iteration 58Q: 3 clusters Score -1.90729e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 146933 members 
Entering Unmasked Estep 
Score: -19072922.000000 Penalty: 5904.837402
	Iteration 59Q: 3 clusters Score -1.907292e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 146953 members 
Entering Unmasked Estep 
Score: -19072936.000000 Penalty: 5904.837402
	Iteration 60F: 3 clusters Score -1.907294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 146972 members 
Entering Unmasked Estep 
Score: -19072946.000000 Penalty: 5904.837402
	Iteration 61Q: 3 clusters Score -1.907295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 146988 members 
Entering Unmasked Estep 
Score: -19072952.000000 Penalty: 5904.837402
	Iteration 62Q: 3 clusters Score -1.907295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 146999 members 
Entering Unmasked Estep 
Score: -19072952.000000 Penalty: 5904.837402
	Iteration 63Q: 3 clusters Score -1.907295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 147004 members 
Entering Unmasked Estep 
Score: -19072964.000000 Penalty: 5904.837402
	Iteration 64Q: 3 clusters Score -1.907296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 147011 members 
Entering Unmasked Estep 
Score: -19072960.000000 Penalty: 5904.837402
	Iteration 65Q: 3 clusters Score -1.907296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 147014 members 
Entering Unmasked Estep 
Score: -19072958.000000 Penalty: 5904.837402
	Iteration 66Q: 3 clusters Score -1.907296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 147017 members 
Entering Unmasked Estep 
Score: -19072956.000000 Penalty: 5904.837402
	Iteration 67Q: 3 clusters Score -1.907296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 147021 members 
Entering Unmasked Estep 
Score: -19072972.000000 Penalty: 5904.837402
	Iteration 68Q: 3 clusters Score -1.907297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 147024 members 
Entering Unmasked Estep 
Score: -19072974.000000 Penalty: 5904.837402
	Iteration 69Q: 3 clusters Score -1.907297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 147026 members 
Entering Unmasked Estep 
Score: -19072964.000000 Penalty: 5904.837402
	Iteration 70Q: 3 clusters Score -1.907296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 147029 members 
Entering Unmasked Estep 
Score: -19072964.000000 Penalty: 5904.837402
	Iteration 71Q: 3 clusters Score -1.907296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 147032 members 
Entering Unmasked Estep 
Score: -19072964.000000 Penalty: 5904.837402
	Iteration 72Q: 3 clusters Score -1.907296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 147035 members 
Entering Unmasked Estep 
Score: -19072980.000000 Penalty: 5904.837402
	Iteration 73Q: 3 clusters Score -1.907298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 147045 members 
Entering Unmasked Estep 
Score: -19072974.000000 Penalty: 5904.837402
	Iteration 74Q: 3 clusters Score -1.907297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 147048 members 
Entering Unmasked Estep 
Score: -19072962.000000 Penalty: 5904.837402
	Iteration 75Q: 3 clusters Score -1.907296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 147050 members 
Entering Unmasked Estep 
Score: -19072966.000000 Penalty: 5904.837402
	Iteration 76Q: 3 clusters Score -1.907297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 147051 members 
Entering Unmasked Estep 
Score: -19072968.000000 Penalty: 5904.837402
	Iteration 77Q: 3 clusters Score -1.907297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 147051 members 
Entering Unmasked Estep 
Score: -19072968.000000 Penalty: 5904.837402
	Iteration 78F: 3 clusters Score -1.907297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -55036.730469 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -55036.73 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 266 members 
Entering Unmasked Estep 
Score: -53521.988281 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -53521.99 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53730.972656 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -53730.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53812.121094 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -53812.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -53855.746094 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -53855.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53892.871094 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -53892.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -53912.019531 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -53912.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53939.683594 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -53939.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53962.269531 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -53962.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53979.152344 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -53979.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53998.144531 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -53998.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -54010.812500 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -54010.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -54013.316406 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -54013.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54015.785156 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -54015.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54026.035156 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -54026.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -54041.312500 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -54041.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54061.800781 Penalty: 3081.452637
	Iteration 15Q: 3 clusters Score -54061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -54076.867188 Penalty: 3081.452637
	Iteration 16Q: 3 clusters Score -54076.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54093.492188 Penalty: 3081.452637
	Iteration 17Q: 3 clusters Score -54093.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -54113.898438 Penalty: 3081.452637
	Iteration 18Q: 3 clusters Score -54113.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -54153.878906 Penalty: 3081.452637
	Iteration 19Q: 3 clusters Score -54153.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -54171.367188 Penalty: 3081.452637
	Iteration 20F: 3 clusters Score -54171.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -54182.863281 Penalty: 3081.452637
	Iteration 21Q: 3 clusters Score -54182.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -54206.417969 Penalty: 3081.452637
	Iteration 22Q: 3 clusters Score -54206.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54235.679688 Penalty: 3081.452637
	Iteration 23Q: 3 clusters Score -54235.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54254.359375 Penalty: 3081.452637
	Iteration 24Q: 3 clusters Score -54254.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -54265.312500 Penalty: 3081.452637
	Iteration 25Q: 3 clusters Score -54265.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -54271.195312 Penalty: 3081.452637
	Iteration 26Q: 3 clusters Score -54271.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -54271.195312 Penalty: 3081.452637
	Iteration 27F: 3 clusters Score -54271.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -28831.234375 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -28831.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27592.394531 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -27592.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27733.822266 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -27733.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27771.527344 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -27771.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27788.382812 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -27788.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27804.488281 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -27804.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27809.492188 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -27809.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27829.636719 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -27829.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27859.697266 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -27859.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27919.605469 Penalty: 2793.081055
	Iteration 8Q: 3 clusters Score -27919.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27919.605469 Penalty: 2793.081055
	Iteration 9F: 3 clusters Score -27919.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -71268.179688 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -71268.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69625.531250 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -69625.53 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69871.703125 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -69871.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -70064.734375 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -70064.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70289.046875 Penalty: 3217.891357
	Iteration 3F: 3 clusters Score -70289.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70545.117188 Penalty: 3217.891357
	Iteration 4F: 3 clusters Score -70545.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70890.835938 Penalty: 3217.891357
	Iteration 5F: 3 clusters Score -70890.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -71035.687500 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -71035.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -71145.492188 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -71145.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -71291.250000 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -71291.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71437.609375 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -71437.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71581.000000 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -71581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -71836.671875 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -71836.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -71845.781250 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -71845.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -71849.414062 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -71849.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71851.812500 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -71851.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71851.812500 Penalty: 3217.891357
	Iteration 15F: 3 clusters Score -71851.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150534 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170620 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4101 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5191 members 
Mstep: Class 10 contains 156356 members 
Mstep: Class 11 contains 73275 members 
Mstep: Class 12 contains 158353 members 
Mstep: Class 13 contains 8825 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149314 members 
Mstep: Class 16 contains 57441 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 38431 members 
Mstep: Class 19 contains 153158 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147992 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 295 members 
Mstep: Class 25 contains 362 members 
Entering Unmasked Estep 
Score: -161325952.000000 Penalty: 87239.546875
Splitting cluster 24 changes total score from -161327008.000000 to -161325952.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150534 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170620 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4101 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5191 members 
Mstep: Class 10 contains 156356 members 
Mstep: Class 11 contains 73275 members 
Mstep: Class 12 contains 158353 members 
Mstep: Class 13 contains 8825 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149314 members 
Mstep: Class 16 contains 57441 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 38431 members 
Mstep: Class 19 contains 153158 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147992 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327088.000000 Penalty: 83749.968750
Iteration 439Q: 25 clusters Score -1.613271e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150547 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170616 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4098 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5187 members 
Mstep: Class 10 contains 156362 members 
Mstep: Class 11 contains 73273 members 
Mstep: Class 12 contains 158339 members 
Mstep: Class 13 contains 8828 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149310 members 
Mstep: Class 16 contains 57432 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 38453 members 
Mstep: Class 19 contains 153150 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147996 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326992.000000 Penalty: 83749.968750
Iteration 440F: 25 clusters Score -1.61327e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150543 members 
Mstep: Class 3 contains 5019 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170596 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4093 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5183 members 
Mstep: Class 10 contains 156381 members 
Mstep: Class 11 contains 73268 members 
Mstep: Class 12 contains 158359 members 
Mstep: Class 13 contains 8827 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149298 members 
Mstep: Class 16 contains 57430 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 38474 members 
Mstep: Class 19 contains 153144 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 147996 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327072.000000 Penalty: 83749.968750
Iteration 441Q: 25 clusters Score -1.613271e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150540 members 
Mstep: Class 3 contains 5019 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170572 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4092 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5176 members 
Mstep: Class 10 contains 156392 members 
Mstep: Class 11 contains 73264 members 
Mstep: Class 12 contains 158375 members 
Mstep: Class 13 contains 8827 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149300 members 
Mstep: Class 16 contains 57424 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 38485 members 
Mstep: Class 19 contains 153136 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148009 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327008.000000 Penalty: 83749.968750
Iteration 442Q: 25 clusters Score -1.61327e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150528 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170559 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4092 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5170 members 
Mstep: Class 10 contains 156394 members 
Mstep: Class 11 contains 73263 members 
Mstep: Class 12 contains 158393 members 
Mstep: Class 13 contains 8827 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149302 members 
Mstep: Class 16 contains 57417 members 
Mstep: Class 17 contains 4055 members 
Mstep: Class 18 contains 38507 members 
Mstep: Class 19 contains 153120 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148020 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327200.000000 Penalty: 83749.968750
Iteration 443Q: 25 clusters Score -1.613272e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150527 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170544 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4092 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5165 members 
Mstep: Class 10 contains 156396 members 
Mstep: Class 11 contains 73263 members 
Mstep: Class 12 contains 158434 members 
Mstep: Class 13 contains 8828 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149303 members 
Mstep: Class 16 contains 57405 members 
Mstep: Class 17 contains 4054 members 
Mstep: Class 18 contains 38523 members 
Mstep: Class 19 contains 153082 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148028 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327184.000000 Penalty: 83749.968750
Iteration 444Q: 25 clusters Score -1.613272e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150526 members 
Mstep: Class 3 contains 5025 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170536 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4092 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5163 members 
Mstep: Class 10 contains 156394 members 
Mstep: Class 11 contains 73265 members 
Mstep: Class 12 contains 158461 members 
Mstep: Class 13 contains 8828 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149312 members 
Mstep: Class 16 contains 57396 members 
Mstep: Class 17 contains 4055 members 
Mstep: Class 18 contains 38536 members 
Mstep: Class 19 contains 153051 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148027 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327024.000000 Penalty: 83749.968750
Iteration 445Q: 25 clusters Score -1.61327e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150520 members 
Mstep: Class 3 contains 5022 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170524 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4091 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5163 members 
Mstep: Class 10 contains 156402 members 
Mstep: Class 11 contains 73267 members 
Mstep: Class 12 contains 158464 members 
Mstep: Class 13 contains 8830 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149319 members 
Mstep: Class 16 contains 57391 members 
Mstep: Class 17 contains 4055 members 
Mstep: Class 18 contains 38552 members 
Mstep: Class 19 contains 153034 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148033 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327168.000000 Penalty: 83749.968750
Iteration 446Q: 25 clusters Score -1.613272e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150519 members 
Mstep: Class 3 contains 5021 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170529 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4091 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5162 members 
Mstep: Class 10 contains 156421 members 
Mstep: Class 11 contains 73268 members 
Mstep: Class 12 contains 158469 members 
Mstep: Class 13 contains 8829 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149316 members 
Mstep: Class 16 contains 57379 members 
Mstep: Class 17 contains 4055 members 
Mstep: Class 18 contains 38570 members 
Mstep: Class 19 contains 153005 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148033 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327024.000000 Penalty: 83749.968750
Iteration 447Q: 25 clusters Score -1.61327e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150513 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170526 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4091 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 156443 members 
Mstep: Class 11 contains 73271 members 
Mstep: Class 12 contains 158468 members 
Mstep: Class 13 contains 8829 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149319 members 
Mstep: Class 16 contains 57369 members 
Mstep: Class 17 contains 4055 members 
Mstep: Class 18 contains 38591 members 
Mstep: Class 19 contains 152974 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148041 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327088.000000 Penalty: 83749.968750
Iteration 448Q: 25 clusters Score -1.613271e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150507 members 
Mstep: Class 3 contains 5019 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170512 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4091 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5159 members 
Mstep: Class 10 contains 156449 members 
Mstep: Class 11 contains 73271 members 
Mstep: Class 12 contains 158465 members 
Mstep: Class 13 contains 8829 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149341 members 
Mstep: Class 16 contains 57359 members 
Mstep: Class 17 contains 4055 members 
Mstep: Class 18 contains 38619 members 
Mstep: Class 19 contains 152940 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148050 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327104.000000 Penalty: 83749.968750
Iteration 449Q: 25 clusters Score -1.613271e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150514 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170501 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4090 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5158 members 
Mstep: Class 10 contains 156456 members 
Mstep: Class 11 contains 73278 members 
Mstep: Class 12 contains 158467 members 
Mstep: Class 13 contains 8829 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149338 members 
Mstep: Class 16 contains 57352 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 38632 members 
Mstep: Class 19 contains 152918 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148059 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327056.000000 Penalty: 83749.968750
Iteration 450Q: 25 clusters Score -1.613271e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150504 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170493 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4090 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5158 members 
Mstep: Class 10 contains 156489 members 
Mstep: Class 11 contains 73284 members 
Mstep: Class 12 contains 158456 members 
Mstep: Class 13 contains 8830 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149334 members 
Mstep: Class 16 contains 57349 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 38647 members 
Mstep: Class 19 contains 152896 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148065 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327008.000000 Penalty: 83749.968750
Iteration 451Q: 25 clusters Score -1.61327e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150497 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170490 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4090 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5158 members 
Mstep: Class 10 contains 156503 members 
Mstep: Class 11 contains 73285 members 
Mstep: Class 12 contains 158467 members 
Mstep: Class 13 contains 8833 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149337 members 
Mstep: Class 16 contains 57347 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 38658 members 
Mstep: Class 19 contains 152866 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148066 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327152.000000 Penalty: 83749.968750
Iteration 452Q: 25 clusters Score -1.613272e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150498 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170477 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4090 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5158 members 
Mstep: Class 10 contains 156508 members 
Mstep: Class 11 contains 73282 members 
Mstep: Class 12 contains 158463 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149352 members 
Mstep: Class 16 contains 57344 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 38671 members 
Mstep: Class 19 contains 152845 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148074 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327120.000000 Penalty: 83749.968750
Iteration 453Q: 25 clusters Score -1.613271e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150507 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170470 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4090 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5157 members 
Mstep: Class 10 contains 156501 members 
Mstep: Class 11 contains 73284 members 
Mstep: Class 12 contains 158458 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149360 members 
Mstep: Class 16 contains 57341 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 38683 members 
Mstep: Class 19 contains 152818 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148091 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326976.000000 Penalty: 83749.968750
Iteration 454Q: 25 clusters Score -1.61327e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150521 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170479 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4090 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5155 members 
Mstep: Class 10 contains 156511 members 
Mstep: Class 11 contains 73285 members 
Mstep: Class 12 contains 158441 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149359 members 
Mstep: Class 16 contains 57337 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 38693 members 
Mstep: Class 19 contains 152784 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148104 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326944.000000 Penalty: 83749.968750
Iteration 455Q: 25 clusters Score -1.613269e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150519 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170478 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4088 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 156516 members 
Mstep: Class 11 contains 73291 members 
Mstep: Class 12 contains 158439 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149369 members 
Mstep: Class 16 contains 57337 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 38700 members 
Mstep: Class 19 contains 152753 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148115 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326992.000000 Penalty: 83749.968750
Iteration 456Q: 25 clusters Score -1.61327e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150521 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170470 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4087 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5151 members 
Mstep: Class 10 contains 156529 members 
Mstep: Class 11 contains 73299 members 
Mstep: Class 12 contains 158419 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149380 members 
Mstep: Class 16 contains 57335 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 38715 members 
Mstep: Class 19 contains 152728 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148124 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327008.000000 Penalty: 83749.968750
Iteration 457Q: 25 clusters Score -1.61327e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150528 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170463 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4086 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 10 contains 156537 members 
Mstep: Class 11 contains 73307 members 
Mstep: Class 12 contains 158408 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149388 members 
Mstep: Class 16 contains 57336 members 
Mstep: Class 17 contains 4057 members 
Mstep: Class 18 contains 38724 members 
Mstep: Class 19 contains 152708 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148123 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326976.000000 Penalty: 83749.968750
Iteration 458Q: 25 clusters Score -1.61327e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150540 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170453 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4087 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 156553 members 
Mstep: Class 11 contains 73317 members 
Mstep: Class 12 contains 158390 members 
Mstep: Class 13 contains 8841 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149397 members 
Mstep: Class 16 contains 57331 members 
Mstep: Class 17 contains 4057 members 
Mstep: Class 18 contains 38731 members 
Mstep: Class 19 contains 152690 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148119 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327056.000000 Penalty: 83749.968750
Iteration 459Q: 25 clusters Score -1.613271e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150542 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170453 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4086 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5144 members 
Mstep: Class 10 contains 156568 members 
Mstep: Class 11 contains 73321 members 
Mstep: Class 12 contains 158369 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149404 members 
Mstep: Class 16 contains 57328 members 
Mstep: Class 17 contains 4057 members 
Mstep: Class 18 contains 38738 members 
Mstep: Class 19 contains 152682 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148123 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326944.000000 Penalty: 83749.968750
Iteration 460F: 25 clusters Score -1.613269e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150535 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170446 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5141 members 
Mstep: Class 10 contains 156601 members 
Mstep: Class 11 contains 73328 members 
Mstep: Class 12 contains 158360 members 
Mstep: Class 13 contains 8840 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149401 members 
Mstep: Class 16 contains 57327 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 38750 members 
Mstep: Class 19 contains 152662 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148124 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327088.000000 Penalty: 83749.968750
Iteration 461Q: 25 clusters Score -1.613271e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150532 members 
Mstep: Class 3 contains 5006 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170428 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5140 members 
Mstep: Class 10 contains 156623 members 
Mstep: Class 11 contains 73329 members 
Mstep: Class 12 contains 158355 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149414 members 
Mstep: Class 16 contains 57328 members 
Mstep: Class 17 contains 4054 members 
Mstep: Class 18 contains 38761 members 
Mstep: Class 19 contains 152650 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148124 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327072.000000 Penalty: 83749.968750
Iteration 462Q: 25 clusters Score -1.613271e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150534 members 
Mstep: Class 3 contains 5002 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170418 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5139 members 
Mstep: Class 10 contains 156648 members 
Mstep: Class 11 contains 73338 members 
Mstep: Class 12 contains 158341 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 149419 members 
Mstep: Class 16 contains 57330 members 
Mstep: Class 17 contains 4053 members 
Mstep: Class 18 contains 38772 members 
Mstep: Class 19 contains 152628 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148125 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326976.000000 Penalty: 83749.968750
Iteration 463Q: 25 clusters Score -1.61327e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150528 members 
Mstep: Class 3 contains 4999 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170409 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5137 members 
Mstep: Class 10 contains 156672 members 
Mstep: Class 11 contains 73339 members 
Mstep: Class 12 contains 158350 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149427 members 
Mstep: Class 16 contains 57325 members 
Mstep: Class 17 contains 4053 members 
Mstep: Class 18 contains 38783 members 
Mstep: Class 19 contains 152601 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148124 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326896.000000 Penalty: 83749.968750
Iteration 464Q: 25 clusters Score -1.613269e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150521 members 
Mstep: Class 3 contains 4999 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170400 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5135 members 
Mstep: Class 10 contains 156730 members 
Mstep: Class 11 contains 73337 members 
Mstep: Class 12 contains 158320 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149429 members 
Mstep: Class 16 contains 57321 members 
Mstep: Class 17 contains 4053 members 
Mstep: Class 18 contains 38789 members 
Mstep: Class 19 contains 152590 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148122 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326960.000000 Penalty: 83749.968750
Iteration 465Q: 25 clusters Score -1.61327e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150522 members 
Mstep: Class 3 contains 4999 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170392 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5134 members 
Mstep: Class 10 contains 156753 members 
Mstep: Class 11 contains 73336 members 
Mstep: Class 12 contains 158308 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149446 members 
Mstep: Class 16 contains 57314 members 
Mstep: Class 17 contains 4053 members 
Mstep: Class 18 contains 38794 members 
Mstep: Class 19 contains 152569 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148128 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161326928.000000 Penalty: 83749.968750
Iteration 466Q: 25 clusters Score -1.613269e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150509 members 
Mstep: Class 3 contains 5000 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170387 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5135 members 
Mstep: Class 10 contains 156769 members 
Mstep: Class 11 contains 73342 members 
Mstep: Class 12 contains 158310 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149458 members 
Mstep: Class 16 contains 57306 members 
Mstep: Class 17 contains 4053 members 
Mstep: Class 18 contains 38804 members 
Mstep: Class 19 contains 152547 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148129 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327088.000000 Penalty: 83749.968750
Iteration 467Q: 25 clusters Score -1.613271e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150511 members 
Mstep: Class 3 contains 5000 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170376 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5134 members 
Mstep: Class 10 contains 156790 members 
Mstep: Class 11 contains 73342 members 
Mstep: Class 12 contains 158314 members 
Mstep: Class 13 contains 8833 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149466 members 
Mstep: Class 16 contains 57299 members 
Mstep: Class 17 contains 4053 members 
Mstep: Class 18 contains 38812 members 
Mstep: Class 19 contains 152522 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148132 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327248.000000 Penalty: 83749.968750
Iteration 468Q: 25 clusters Score -1.613272e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150522 members 
Mstep: Class 3 contains 4998 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170367 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5133 members 
Mstep: Class 10 contains 156809 members 
Mstep: Class 11 contains 73339 members 
Mstep: Class 12 contains 158310 members 
Mstep: Class 13 contains 8834 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149469 members 
Mstep: Class 16 contains 57297 members 
Mstep: Class 17 contains 4053 members 
Mstep: Class 18 contains 38814 members 
Mstep: Class 19 contains 152504 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148135 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327296.000000 Penalty: 83749.968750
Iteration 469Q: 25 clusters Score -1.613273e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 150538 members 
Mstep: Class 3 contains 4999 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170359 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5133 members 
Mstep: Class 10 contains 156825 members 
Mstep: Class 11 contains 73337 members 
Mstep: Class 12 contains 158295 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149484 members 
Mstep: Class 16 contains 57291 members 
Mstep: Class 17 contains 4053 members 
Mstep: Class 18 contains 38820 members 
Mstep: Class 19 contains 152484 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148132 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327216.000000 Penalty: 83749.968750
Iteration 470Q: 25 clusters Score -1.613272e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 150533 members 
Mstep: Class 3 contains 5000 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170362 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5133 members 
Mstep: Class 10 contains 156844 members 
Mstep: Class 11 contains 73337 members 
Mstep: Class 12 contains 158267 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149501 members 
Mstep: Class 16 contains 57286 members 
Mstep: Class 17 contains 4053 members 
Mstep: Class 18 contains 38825 members 
Mstep: Class 19 contains 152476 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148133 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327216.000000 Penalty: 83749.968750
Iteration 471Q: 25 clusters Score -1.613272e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 150549 members 
Mstep: Class 3 contains 4999 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170370 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5133 members 
Mstep: Class 10 contains 156859 members 
Mstep: Class 11 contains 73337 members 
Mstep: Class 12 contains 158227 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149515 members 
Mstep: Class 16 contains 57283 members 
Mstep: Class 17 contains 4053 members 
Mstep: Class 18 contains 38826 members 
Mstep: Class 19 contains 152465 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148134 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327168.000000 Penalty: 83749.968750
Iteration 472Q: 25 clusters Score -1.613272e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 150539 members 
Mstep: Class 3 contains 5000 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170386 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5133 members 
Mstep: Class 10 contains 156876 members 
Mstep: Class 11 contains 73334 members 
Mstep: Class 12 contains 158189 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149529 members 
Mstep: Class 16 contains 57279 members 
Mstep: Class 17 contains 4053 members 
Mstep: Class 18 contains 38828 members 
Mstep: Class 19 contains 152468 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148136 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327056.000000 Penalty: 83749.968750
Iteration 473Q: 25 clusters Score -1.613271e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 150534 members 
Mstep: Class 3 contains 5002 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170395 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5133 members 
Mstep: Class 10 contains 156898 members 
Mstep: Class 11 contains 73331 members 
Mstep: Class 12 contains 158165 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149540 members 
Mstep: Class 16 contains 57277 members 
Mstep: Class 17 contains 4053 members 
Mstep: Class 18 contains 38828 members 
Mstep: Class 19 contains 152456 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148138 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327232.000000 Penalty: 83749.968750
Iteration 474Q: 25 clusters Score -1.613272e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150531 members 
Mstep: Class 3 contains 5004 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170402 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5133 members 
Mstep: Class 10 contains 156919 members 
Mstep: Class 11 contains 73333 members 
Mstep: Class 12 contains 158134 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149553 members 
Mstep: Class 16 contains 57275 members 
Mstep: Class 17 contains 4053 members 
Mstep: Class 18 contains 38830 members 
Mstep: Class 19 contains 152439 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148143 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327104.000000 Penalty: 83749.968750
Iteration 475Q: 25 clusters Score -1.613271e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150526 members 
Mstep: Class 3 contains 5001 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170418 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5132 members 
Mstep: Class 10 contains 156926 members 
Mstep: Class 11 contains 73333 members 
Mstep: Class 12 contains 158125 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149557 members 
Mstep: Class 16 contains 57274 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 38829 members 
Mstep: Class 19 contains 152437 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148139 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327104.000000 Penalty: 83749.968750
Iteration 476Q: 25 clusters Score -1.613271e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150519 members 
Mstep: Class 3 contains 5001 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170418 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 156947 members 
Mstep: Class 11 contains 73331 members 
Mstep: Class 12 contains 158112 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149574 members 
Mstep: Class 16 contains 57273 members 
Mstep: Class 17 contains 4049 members 
Mstep: Class 18 contains 38827 members 
Mstep: Class 19 contains 152428 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148140 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327120.000000 Penalty: 83749.968750
Iteration 477Q: 25 clusters Score -1.613271e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150529 members 
Mstep: Class 3 contains 5001 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170419 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5126 members 
Mstep: Class 10 contains 156965 members 
Mstep: Class 11 contains 73334 members 
Mstep: Class 12 contains 158091 members 
Mstep: Class 13 contains 8832 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149581 members 
Mstep: Class 16 contains 57271 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 38828 members 
Mstep: Class 19 contains 152422 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148138 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327200.000000 Penalty: 83749.968750
Iteration 478Q: 25 clusters Score -1.613272e+08 nChanged 183
Entering ConstructFrom: 
Score: -161327200.000000 Penalty: 83749.968750
Entering ConstructFrom: 
Trying to split cluster 1 (4165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Entering Unmasked Estep 
Score: -515232.812500 Penalty: 2066.948975
	Iteration 0F: 2 clusters Score -515232.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -511252.500000 Penalty: 4133.897949
	Iteration 0F: 3 clusters Score -511252.5 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -512119.687500 Penalty: 4133.897949
	Iteration 1F: 3 clusters Score -512119.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -512338.781250 Penalty: 4133.897949
	Iteration 2F: 3 clusters Score -512338.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -512506.031250 Penalty: 4133.897949
	Iteration 3F: 3 clusters Score -512506 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -512659.625000 Penalty: 4133.897949
	Iteration 4Q: 3 clusters Score -512659.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -512819.000000 Penalty: 4133.897949
	Iteration 5Q: 3 clusters Score -512819 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -513002.718750 Penalty: 4133.897949
	Iteration 6Q: 3 clusters Score -513002.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -513201.531250 Penalty: 4133.897949
	Iteration 7Q: 3 clusters Score -513201.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -513373.781250 Penalty: 4133.897949
	Iteration 8Q: 3 clusters Score -513373.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -513527.062500 Penalty: 4133.897949
	Iteration 9Q: 3 clusters Score -513527.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -513668.906250 Penalty: 4133.897949
	Iteration 10Q: 3 clusters Score -513668.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -513831.406250 Penalty: 4133.897949
	Iteration 11Q: 3 clusters Score -513831.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -514031.718750 Penalty: 4133.897949
	Iteration 12Q: 3 clusters Score -514031.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -514199.187500 Penalty: 4133.897949
	Iteration 13Q: 3 clusters Score -514199.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -514323.093750 Penalty: 4133.897949
	Iteration 14Q: 3 clusters Score -514323.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -514417.406250 Penalty: 4133.897949
	Iteration 15Q: 3 clusters Score -514417.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -514458.343750 Penalty: 4133.897949
	Iteration 16Q: 3 clusters Score -514458.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -514486.500000 Penalty: 4133.897949
	Iteration 17Q: 3 clusters Score -514486.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -514512.468750 Penalty: 4133.897949
	Iteration 18Q: 3 clusters Score -514512.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -514548.750000 Penalty: 4133.897949
	Iteration 19Q: 3 clusters Score -514548.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -514586.437500 Penalty: 4133.897949
	Iteration 20F: 3 clusters Score -514586.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -514620.812500 Penalty: 4133.897949
	Iteration 21Q: 3 clusters Score -514620.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -514667.531250 Penalty: 4133.897949
	Iteration 22Q: 3 clusters Score -514667.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -514717.750000 Penalty: 4133.897949
	Iteration 23Q: 3 clusters Score -514717.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -514800.343750 Penalty: 4133.897949
	Iteration 24Q: 3 clusters Score -514800.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -514939.218750 Penalty: 4133.897949
	Iteration 25Q: 3 clusters Score -514939.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -515267.437500 Penalty: 4133.897949
	Iteration 26Q: 3 clusters Score -515267.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -515661.593750 Penalty: 4133.897949
	Iteration 27Q: 3 clusters Score -515661.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -515718.531250 Penalty: 4133.897949
	Iteration 28Q: 3 clusters Score -515718.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -515731.937500 Penalty: 4133.897949
	Iteration 29Q: 3 clusters Score -515731.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -515737.437500 Penalty: 4133.897949
	Iteration 30Q: 3 clusters Score -515737.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -515740.468750 Penalty: 4133.897949
	Iteration 31Q: 3 clusters Score -515740.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -515742.875000 Penalty: 4133.897949
	Iteration 32Q: 3 clusters Score -515742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -515743.875000 Penalty: 4133.897949
	Iteration 33Q: 3 clusters Score -515743.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -515743.875000 Penalty: 4133.897949
	Iteration 34F: 3 clusters Score -515743.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 150528 members 
Mstep: Class 3 contains 4999 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170417 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5124 members 
Mstep: Class 10 contains 156981 members 
Mstep: Class 11 contains 73333 members 
Mstep: Class 12 contains 158079 members 
Mstep: Class 13 contains 8832 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149590 members 
Mstep: Class 16 contains 57270 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 38827 members 
Mstep: Class 19 contains 152423 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148134 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Mstep: Class 25 contains 1990 members 
Entering Unmasked Estep 
Score: -161325888.000000 Penalty: 87239.546875
Splitting cluster 1 changes total score from -161327200.000000 to -161325888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (150528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150528 members 
Entering Unmasked Estep 
Score: -19258558.000000 Penalty: 2956.632324
	Iteration 0F: 2 clusters Score -1.925856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75196 members 
Mstep: Class 2 contains 75332 members 
Entering Unmasked Estep 
Score: -19161012.000000 Penalty: 5913.264648
	Iteration 0F: 3 clusters Score -1.916101e+07 nChanged 71854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75564 members 
Mstep: Class 2 contains 74964 members 
Entering Unmasked Estep 
Score: -19202888.000000 Penalty: 5913.264648
	Iteration 1F: 3 clusters Score -1.920289e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75840 members 
Mstep: Class 2 contains 74688 members 
Entering Unmasked Estep 
Score: -19203740.000000 Penalty: 5913.264648
	Iteration 2Q: 3 clusters Score -1.920374e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76166 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -19204672.000000 Penalty: 5913.264648
	Iteration 3Q: 3 clusters Score -1.920467e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -19205678.000000 Penalty: 5913.264648
	Iteration 4Q: 3 clusters Score -1.920568e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -19206748.000000 Penalty: 5913.264648
	Iteration 5Q: 3 clusters Score -1.920675e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 72332 members 
Entering Unmasked Estep 
Score: -19208166.000000 Penalty: 5913.264648
	Iteration 6Q: 3 clusters Score -1.920817e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79493 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -19210392.000000 Penalty: 5913.264648
	Iteration 7Q: 3 clusters Score -1.921039e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -19213960.000000 Penalty: 5913.264648
	Iteration 8Q: 3 clusters Score -1.921396e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83738 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -19218922.000000 Penalty: 5913.264648
	Iteration 9F: 3 clusters Score -1.921892e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86661 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -19225988.000000 Penalty: 5913.264648
	Iteration 10F: 3 clusters Score -1.922599e+07 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89340 members 
Mstep: Class 2 contains 61188 members 
Entering Unmasked Estep 
Score: -19233774.000000 Penalty: 5913.264648
	Iteration 11F: 3 clusters Score -1.923377e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91357 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -19238030.000000 Penalty: 5913.264648
	Iteration 12F: 3 clusters Score -1.923803e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93008 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -19239784.000000 Penalty: 5913.264648
	Iteration 13Q: 3 clusters Score -1.923978e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94601 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -19240442.000000 Penalty: 5913.264648
	Iteration 14Q: 3 clusters Score -1.924044e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96206 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -19240830.000000 Penalty: 5913.264648
	Iteration 15Q: 3 clusters Score -1.924083e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -19241242.000000 Penalty: 5913.264648
	Iteration 16Q: 3 clusters Score -1.924124e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99609 members 
Mstep: Class 2 contains 50919 members 
Entering Unmasked Estep 
Score: -19241718.000000 Penalty: 5913.264648
	Iteration 17Q: 3 clusters Score -1.924172e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101406 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -19242192.000000 Penalty: 5913.264648
	Iteration 18Q: 3 clusters Score -1.924219e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103284 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -19242808.000000 Penalty: 5913.264648
	Iteration 19Q: 3 clusters Score -1.924281e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105218 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -19243558.000000 Penalty: 5913.264648
	Iteration 20F: 3 clusters Score -1.924356e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107264 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -19244136.000000 Penalty: 5913.264648
	Iteration 21Q: 3 clusters Score -1.924414e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109339 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -19244610.000000 Penalty: 5913.264648
	Iteration 22Q: 3 clusters Score -1.924461e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111450 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -19245282.000000 Penalty: 5913.264648
	Iteration 23Q: 3 clusters Score -1.924528e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113613 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -19245910.000000 Penalty: 5913.264648
	Iteration 24Q: 3 clusters Score -1.924591e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115798 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -19246464.000000 Penalty: 5913.264648
	Iteration 25Q: 3 clusters Score -1.924646e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118016 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -19247026.000000 Penalty: 5913.264648
	Iteration 26Q: 3 clusters Score -1.924703e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120210 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -19247636.000000 Penalty: 5913.264648
	Iteration 27Q: 3 clusters Score -1.924764e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122385 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -19248226.000000 Penalty: 5913.264648
	Iteration 28Q: 3 clusters Score -1.924823e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124493 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -19248984.000000 Penalty: 5913.264648
	Iteration 29Q: 3 clusters Score -1.924898e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126536 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -19249648.000000 Penalty: 5913.264648
	Iteration 30Q: 3 clusters Score -1.924965e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128549 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -19250300.000000 Penalty: 5913.264648
	Iteration 31Q: 3 clusters Score -1.92503e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130451 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -19250942.000000 Penalty: 5913.264648
	Iteration 32Q: 3 clusters Score -1.925094e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132314 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -19251620.000000 Penalty: 5913.264648
	Iteration 33Q: 3 clusters Score -1.925162e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134155 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -19252350.000000 Penalty: 5913.264648
	Iteration 34Q: 3 clusters Score -1.925235e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135893 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -19253002.000000 Penalty: 5913.264648
	Iteration 35Q: 3 clusters Score -1.9253e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137512 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -19253632.000000 Penalty: 5913.264648
	Iteration 36Q: 3 clusters Score -1.925363e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138984 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -19254224.000000 Penalty: 5913.264648
	Iteration 37Q: 3 clusters Score -1.925422e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140333 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -19254578.000000 Penalty: 5913.264648
	Iteration 38Q: 3 clusters Score -1.925458e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141534 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -19254806.000000 Penalty: 5913.264648
	Iteration 39Q: 3 clusters Score -1.925481e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142582 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -19255068.000000 Penalty: 5913.264648
	Iteration 40F: 3 clusters Score -1.925507e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143555 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -19255284.000000 Penalty: 5913.264648
	Iteration 41Q: 3 clusters Score -1.925528e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144387 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -19255504.000000 Penalty: 5913.264648
	Iteration 42Q: 3 clusters Score -1.92555e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145113 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -19255686.000000 Penalty: 5913.264648
	Iteration 43Q: 3 clusters Score -1.925569e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145705 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -19255874.000000 Penalty: 5913.264648
	Iteration 44Q: 3 clusters Score -1.925587e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146203 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -19256042.000000 Penalty: 5913.264648
	Iteration 45Q: 3 clusters Score -1.925604e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146642 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -19256186.000000 Penalty: 5913.264648
	Iteration 46Q: 3 clusters Score -1.925619e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146994 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -19256332.000000 Penalty: 5913.264648
	Iteration 47Q: 3 clusters Score -1.925633e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147285 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -19256384.000000 Penalty: 5913.264648
	Iteration 48Q: 3 clusters Score -1.925638e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147519 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -19256478.000000 Penalty: 5913.264648
	Iteration 49Q: 3 clusters Score -1.925648e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147714 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -19256458.000000 Penalty: 5913.264648
	Iteration 50Q: 3 clusters Score -1.925646e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147867 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -19256452.000000 Penalty: 5913.264648
	Iteration 51Q: 3 clusters Score -1.925645e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147995 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -19256472.000000 Penalty: 5913.264648
	Iteration 52Q: 3 clusters Score -1.925647e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148100 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -19256476.000000 Penalty: 5913.264648
	Iteration 53Q: 3 clusters Score -1.925648e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148176 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -19256490.000000 Penalty: 5913.264648
	Iteration 54Q: 3 clusters Score -1.925649e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148243 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -19256500.000000 Penalty: 5913.264648
	Iteration 55Q: 3 clusters Score -1.92565e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148299 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -19256492.000000 Penalty: 5913.264648
	Iteration 56Q: 3 clusters Score -1.925649e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148343 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -19256498.000000 Penalty: 5913.264648
	Iteration 57Q: 3 clusters Score -1.92565e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148382 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -19256504.000000 Penalty: 5913.264648
	Iteration 58Q: 3 clusters Score -1.92565e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148420 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -19256492.000000 Penalty: 5913.264648
	Iteration 59Q: 3 clusters Score -1.925649e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148462 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -19256486.000000 Penalty: 5913.264648
	Iteration 60F: 3 clusters Score -1.925649e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148498 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -19256484.000000 Penalty: 5913.264648
	Iteration 61Q: 3 clusters Score -1.925648e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148534 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -19256488.000000 Penalty: 5913.264648
	Iteration 62Q: 3 clusters Score -1.925649e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148570 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -19256496.000000 Penalty: 5913.264648
	Iteration 63Q: 3 clusters Score -1.92565e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148613 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -19256482.000000 Penalty: 5913.264648
	Iteration 64Q: 3 clusters Score -1.925648e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148650 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -19256494.000000 Penalty: 5913.264648
	Iteration 65Q: 3 clusters Score -1.925649e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148679 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -19256502.000000 Penalty: 5913.264648
	Iteration 66Q: 3 clusters Score -1.92565e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148703 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -19256502.000000 Penalty: 5913.264648
	Iteration 67Q: 3 clusters Score -1.92565e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148731 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -19256488.000000 Penalty: 5913.264648
	Iteration 68Q: 3 clusters Score -1.925649e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148749 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -19256494.000000 Penalty: 5913.264648
	Iteration 69Q: 3 clusters Score -1.925649e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148767 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -19256490.000000 Penalty: 5913.264648
	Iteration 70Q: 3 clusters Score -1.925649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148782 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -19256518.000000 Penalty: 5913.264648
	Iteration 71Q: 3 clusters Score -1.925652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148792 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -19256512.000000 Penalty: 5913.264648
	Iteration 72Q: 3 clusters Score -1.925651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148803 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -19256532.000000 Penalty: 5913.264648
	Iteration 73Q: 3 clusters Score -1.925653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148810 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -19256526.000000 Penalty: 5913.264648
	Iteration 74Q: 3 clusters Score -1.925653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148815 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -19256526.000000 Penalty: 5913.264648
	Iteration 75Q: 3 clusters Score -1.925653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148822 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -19256538.000000 Penalty: 5913.264648
	Iteration 76Q: 3 clusters Score -1.925654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148832 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -19256520.000000 Penalty: 5913.264648
	Iteration 77Q: 3 clusters Score -1.925652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148840 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -19256544.000000 Penalty: 5913.264648
	Iteration 78Q: 3 clusters Score -1.925654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148852 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -19256546.000000 Penalty: 5913.264648
	Iteration 79Q: 3 clusters Score -1.925655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148861 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -19256538.000000 Penalty: 5913.264648
	Iteration 80F: 3 clusters Score -1.925654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148870 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -19256548.000000 Penalty: 5913.264648
	Iteration 81Q: 3 clusters Score -1.925655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148875 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -19256552.000000 Penalty: 5913.264648
	Iteration 82Q: 3 clusters Score -1.925655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148877 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -19256552.000000 Penalty: 5913.264648
	Iteration 83Q: 3 clusters Score -1.925655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148879 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -19256540.000000 Penalty: 5913.264648
	Iteration 84Q: 3 clusters Score -1.925654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148879 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -19256540.000000 Penalty: 5913.264648
	Iteration 85Q: 3 clusters Score -1.925654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148880 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -19256544.000000 Penalty: 5913.264648
	Iteration 86Q: 3 clusters Score -1.925654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148880 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -19256544.000000 Penalty: 5913.264648
	Iteration 87F: 3 clusters Score -1.925654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Entering Unmasked Estep 
Score: -635331.937500 Penalty: 2112.214355
	Iteration 0F: 2 clusters Score -635331.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -630830.562500 Penalty: 4224.428711
	Iteration 0F: 3 clusters Score -630830.6 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -631879.062500 Penalty: 4224.428711
	Iteration 1F: 3 clusters Score -631879.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -632076.187500 Penalty: 4224.428711
	Iteration 2F: 3 clusters Score -632076.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -632187.625000 Penalty: 4224.428711
	Iteration 3Q: 3 clusters Score -632187.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -632259.000000 Penalty: 4224.428711
	Iteration 4Q: 3 clusters Score -632259 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -632309.187500 Penalty: 4224.428711
	Iteration 5Q: 3 clusters Score -632309.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -632339.312500 Penalty: 4224.428711
	Iteration 6Q: 3 clusters Score -632339.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -632366.812500 Penalty: 4224.428711
	Iteration 7Q: 3 clusters Score -632366.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -632395.187500 Penalty: 4224.428711
	Iteration 8Q: 3 clusters Score -632395.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -632418.437500 Penalty: 4224.428711
	Iteration 9Q: 3 clusters Score -632418.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -632433.125000 Penalty: 4224.428711
	Iteration 10Q: 3 clusters Score -632433.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -632449.375000 Penalty: 4224.428711
	Iteration 11Q: 3 clusters Score -632449.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -632467.000000 Penalty: 4224.428711
	Iteration 12Q: 3 clusters Score -632467 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -632482.937500 Penalty: 4224.428711
	Iteration 13Q: 3 clusters Score -632482.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -632504.625000 Penalty: 4224.428711
	Iteration 14Q: 3 clusters Score -632504.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -632522.562500 Penalty: 4224.428711
	Iteration 15Q: 3 clusters Score -632522.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -632534.937500 Penalty: 4224.428711
	Iteration 16Q: 3 clusters Score -632534.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -632549.875000 Penalty: 4224.428711
	Iteration 17Q: 3 clusters Score -632549.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -632561.375000 Penalty: 4224.428711
	Iteration 18Q: 3 clusters Score -632561.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -632577.375000 Penalty: 4224.428711
	Iteration 19Q: 3 clusters Score -632577.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -632599.000000 Penalty: 4224.428711
	Iteration 20F: 3 clusters Score -632599 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -632625.375000 Penalty: 4224.428711
	Iteration 21Q: 3 clusters Score -632625.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -632653.000000 Penalty: 4224.428711
	Iteration 22Q: 3 clusters Score -632653 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -632681.187500 Penalty: 4224.428711
	Iteration 23Q: 3 clusters Score -632681.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -632718.062500 Penalty: 4224.428711
	Iteration 24Q: 3 clusters Score -632718.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -632752.375000 Penalty: 4224.428711
	Iteration 25Q: 3 clusters Score -632752.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -632777.937500 Penalty: 4224.428711
	Iteration 26Q: 3 clusters Score -632777.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -632810.125000 Penalty: 4224.428711
	Iteration 27Q: 3 clusters Score -632810.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -632849.375000 Penalty: 4224.428711
	Iteration 28Q: 3 clusters Score -632849.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -632879.937500 Penalty: 4224.428711
	Iteration 29Q: 3 clusters Score -632879.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -632906.562500 Penalty: 4224.428711
	Iteration 30Q: 3 clusters Score -632906.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -632929.937500 Penalty: 4224.428711
	Iteration 31Q: 3 clusters Score -632929.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -632950.000000 Penalty: 4224.428711
	Iteration 32Q: 3 clusters Score -632950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -632971.437500 Penalty: 4224.428711
	Iteration 33Q: 3 clusters Score -632971.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -632987.187500 Penalty: 4224.428711
	Iteration 34Q: 3 clusters Score -632987.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -633000.187500 Penalty: 4224.428711
	Iteration 35Q: 3 clusters Score -633000.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -633017.500000 Penalty: 4224.428711
	Iteration 36Q: 3 clusters Score -633017.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -633039.312500 Penalty: 4224.428711
	Iteration 37Q: 3 clusters Score -633039.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -633065.812500 Penalty: 4224.428711
	Iteration 38Q: 3 clusters Score -633065.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -633087.187500 Penalty: 4224.428711
	Iteration 39Q: 3 clusters Score -633087.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -633100.687500 Penalty: 4224.428711
	Iteration 40F: 3 clusters Score -633100.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -633109.437500 Penalty: 4224.428711
	Iteration 41Q: 3 clusters Score -633109.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -633118.937500 Penalty: 4224.428711
	Iteration 42Q: 3 clusters Score -633118.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -633133.437500 Penalty: 4224.428711
	Iteration 43Q: 3 clusters Score -633133.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -633147.750000 Penalty: 4224.428711
	Iteration 44Q: 3 clusters Score -633147.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -633161.125000 Penalty: 4224.428711
	Iteration 45Q: 3 clusters Score -633161.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -633174.562500 Penalty: 4224.428711
	Iteration 46Q: 3 clusters Score -633174.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -633184.750000 Penalty: 4224.428711
	Iteration 47Q: 3 clusters Score -633184.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -633194.000000 Penalty: 4224.428711
	Iteration 48Q: 3 clusters Score -633194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -633198.750000 Penalty: 4224.428711
	Iteration 49Q: 3 clusters Score -633198.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -633204.187500 Penalty: 4224.428711
	Iteration 50Q: 3 clusters Score -633204.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -633207.625000 Penalty: 4224.428711
	Iteration 51Q: 3 clusters Score -633207.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -633212.437500 Penalty: 4224.428711
	Iteration 52Q: 3 clusters Score -633212.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -633216.250000 Penalty: 4224.428711
	Iteration 53Q: 3 clusters Score -633216.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -633221.625000 Penalty: 4224.428711
	Iteration 54Q: 3 clusters Score -633221.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -633223.375000 Penalty: 4224.428711
	Iteration 55Q: 3 clusters Score -633223.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -633223.750000 Penalty: 4224.428711
	Iteration 56Q: 3 clusters Score -633223.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -633226.625000 Penalty: 4224.428711
	Iteration 57Q: 3 clusters Score -633226.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -633228.875000 Penalty: 4224.428711
	Iteration 58Q: 3 clusters Score -633228.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -633229.125000 Penalty: 4224.428711
	Iteration 59Q: 3 clusters Score -633229.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -633232.312500 Penalty: 4224.428711
	Iteration 60F: 3 clusters Score -633232.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -633234.625000 Penalty: 4224.428711
	Iteration 61Q: 3 clusters Score -633234.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -633235.812500 Penalty: 4224.428711
	Iteration 62Q: 3 clusters Score -633235.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -633239.937500 Penalty: 4224.428711
	Iteration 63Q: 3 clusters Score -633239.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -633244.750000 Penalty: 4224.428711
	Iteration 64Q: 3 clusters Score -633244.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -633247.062500 Penalty: 4224.428711
	Iteration 65Q: 3 clusters Score -633247.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -633251.500000 Penalty: 4224.428711
	Iteration 66Q: 3 clusters Score -633251.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -633257.625000 Penalty: 4224.428711
	Iteration 67Q: 3 clusters Score -633257.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -633260.750000 Penalty: 4224.428711
	Iteration 68Q: 3 clusters Score -633260.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -633267.500000 Penalty: 4224.428711
	Iteration 69Q: 3 clusters Score -633267.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -633268.000000 Penalty: 4224.428711
	Iteration 70Q: 3 clusters Score -633268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -633274.187500 Penalty: 4224.428711
	Iteration 71Q: 3 clusters Score -633274.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -633277.937500 Penalty: 4224.428711
	Iteration 72Q: 3 clusters Score -633277.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -633281.250000 Penalty: 4224.428711
	Iteration 73Q: 3 clusters Score -633281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -633282.187500 Penalty: 4224.428711
	Iteration 74Q: 3 clusters Score -633282.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -633284.625000 Penalty: 4224.428711
	Iteration 75Q: 3 clusters Score -633284.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -633288.062500 Penalty: 4224.428711
	Iteration 76Q: 3 clusters Score -633288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -633290.375000 Penalty: 4224.428711
	Iteration 77Q: 3 clusters Score -633290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -633291.875000 Penalty: 4224.428711
	Iteration 78Q: 3 clusters Score -633291.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -633293.750000 Penalty: 4224.428711
	Iteration 79Q: 3 clusters Score -633293.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -633296.375000 Penalty: 4224.428711
	Iteration 80F: 3 clusters Score -633296.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -633296.437500 Penalty: 4224.428711
	Iteration 81Q: 3 clusters Score -633296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -633298.937500 Penalty: 4224.428711
	Iteration 82Q: 3 clusters Score -633298.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -633298.687500 Penalty: 4224.428711
	Iteration 83Q: 3 clusters Score -633298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -633298.937500 Penalty: 4224.428711
	Iteration 84Q: 3 clusters Score -633298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -633300.250000 Penalty: 4224.428711
	Iteration 85Q: 3 clusters Score -633300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -633300.062500 Penalty: 4224.428711
	Iteration 86Q: 3 clusters Score -633300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -633300.687500 Penalty: 4224.428711
	Iteration 87Q: 3 clusters Score -633300.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -633300.687500 Penalty: 4224.428711
	Iteration 88F: 3 clusters Score -633300.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -25558.970703 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -25558.97 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 136 members 
Entering Unmasked Estep 
Score: -24376.636719 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -24376.64 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24645.099609 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -24645.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24735.505859 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -24735.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24787.355469 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -24787.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24820.796875 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -24820.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24842.052734 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -24842.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24860.662109 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -24860.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24886.496094 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -24886.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24945.121094 Penalty: 2789.512695
	Iteration 8Q: 3 clusters Score -24945.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24981.884766 Penalty: 2789.512695
	Iteration 9Q: 3 clusters Score -24981.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24991.349609 Penalty: 2789.512695
	Iteration 10Q: 3 clusters Score -24991.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24991.349609 Penalty: 2789.512695
	Iteration 11F: 3 clusters Score -24991.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (170417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170417 members 
Entering Unmasked Estep 
Score: -21689572.000000 Penalty: 2987.408936
	Iteration 0F: 2 clusters Score -2.168957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84991 members 
Mstep: Class 2 contains 85426 members 
Entering Unmasked Estep 
Score: -21578758.000000 Penalty: 5974.817871
	Iteration 0F: 3 clusters Score -2.157876e+07 nChanged 81715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82708 members 
Mstep: Class 2 contains 87709 members 
Entering Unmasked Estep 
Score: -21626152.000000 Penalty: 5974.817871
	Iteration 1F: 3 clusters Score -2.162615e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81498 members 
Mstep: Class 2 contains 88919 members 
Entering Unmasked Estep 
Score: -21626926.000000 Penalty: 5974.817871
	Iteration 2Q: 3 clusters Score -2.162693e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79565 members 
Mstep: Class 2 contains 90852 members 
Entering Unmasked Estep 
Score: -21627636.000000 Penalty: 5974.817871
	Iteration 3Q: 3 clusters Score -2.162764e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Mstep: Class 2 contains 93877 members 
Entering Unmasked Estep 
Score: -21628730.000000 Penalty: 5974.817871
	Iteration 4Q: 3 clusters Score -2.162873e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71847 members 
Mstep: Class 2 contains 98570 members 
Entering Unmasked Estep 
Score: -21630498.000000 Penalty: 5974.817871
	Iteration 5Q: 3 clusters Score -2.16305e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 105707 members 
Entering Unmasked Estep 
Score: -21633908.000000 Penalty: 5974.817871
	Iteration 6Q: 3 clusters Score -2.163391e+07 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 116092 members 
Entering Unmasked Estep 
Score: -21640322.000000 Penalty: 5974.817871
	Iteration 7F: 3 clusters Score -2.164032e+07 nChanged 13934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 129992 members 
Entering Unmasked Estep 
Score: -21651354.000000 Penalty: 5974.817871
	Iteration 8F: 3 clusters Score -2.165135e+07 nChanged 15423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 145413 members 
Entering Unmasked Estep 
Score: -21665446.000000 Penalty: 5974.817871
	Iteration 9F: 3 clusters Score -2.166545e+07 nChanged 12886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 158295 members 
Entering Unmasked Estep 
Score: -21677274.000000 Penalty: 5974.817871
	Iteration 10F: 3 clusters Score -2.167727e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 165735 members 
Entering Unmasked Estep 
Score: -21683230.000000 Penalty: 5974.817871
	Iteration 11Q: 3 clusters Score -2.168323e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 168747 members 
Entering Unmasked Estep 
Score: -21685564.000000 Penalty: 5974.817871
	Iteration 12Q: 3 clusters Score -2.168556e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 169780 members 
Entering Unmasked Estep 
Score: -21686368.000000 Penalty: 5974.817871
	Iteration 13Q: 3 clusters Score -2.168637e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 170062 members 
Entering Unmasked Estep 
Score: -21686674.000000 Penalty: 5974.817871
	Iteration 14Q: 3 clusters Score -2.168667e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 170147 members 
Entering Unmasked Estep 
Score: -21686782.000000 Penalty: 5974.817871
	Iteration 15Q: 3 clusters Score -2.168678e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 170168 members 
Entering Unmasked Estep 
Score: -21686824.000000 Penalty: 5974.817871
	Iteration 16Q: 3 clusters Score -2.168682e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 170187 members 
Entering Unmasked Estep 
Score: -21686860.000000 Penalty: 5974.817871
	Iteration 17Q: 3 clusters Score -2.168686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 170195 members 
Entering Unmasked Estep 
Score: -21686900.000000 Penalty: 5974.817871
	Iteration 18Q: 3 clusters Score -2.16869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 170203 members 
Entering Unmasked Estep 
Score: -21686920.000000 Penalty: 5974.817871
	Iteration 19Q: 3 clusters Score -2.168692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 170208 members 
Entering Unmasked Estep 
Score: -21686930.000000 Penalty: 5974.817871
	Iteration 20F: 3 clusters Score -2.168693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 170210 members 
Entering Unmasked Estep 
Score: -21686942.000000 Penalty: 5974.817871
	Iteration 21Q: 3 clusters Score -2.168694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 170212 members 
Entering Unmasked Estep 
Score: -21686942.000000 Penalty: 5974.817871
	Iteration 22Q: 3 clusters Score -2.168694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 170213 members 
Entering Unmasked Estep 
Score: -21686940.000000 Penalty: 5974.817871
	Iteration 23Q: 3 clusters Score -2.168694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 170213 members 
Entering Unmasked Estep 
Score: -21686942.000000 Penalty: 5974.817871
	Iteration 24Q: 3 clusters Score -2.168694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 170214 members 
Entering Unmasked Estep 
Score: -21686946.000000 Penalty: 5974.817871
	Iteration 25Q: 3 clusters Score -2.168695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 170214 members 
Entering Unmasked Estep 
Score: -21686946.000000 Penalty: 5974.817871
	Iteration 26F: 3 clusters Score -2.168695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -39970.726562 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -39970.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38600.363281 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -38600.36 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38796.062500 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -38796.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38845.765625 Penalty: 2965.527344
	Iteration 2Q: 3 clusters Score -38845.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38877.554688 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -38877.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38884.007812 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -38884.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38890.812500 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -38890.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38901.804688 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -38901.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38919.355469 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -38919.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38938.558594 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -38938.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38966.300781 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -38966.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39020.847656 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -39020.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39089.269531 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -39089.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39168.105469 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -39168.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39217.574219 Penalty: 2965.527344
	Iteration 13Q: 3 clusters Score -39217.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39266.320312 Penalty: 2965.527344
	Iteration 14Q: 3 clusters Score -39266.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39292.855469 Penalty: 2965.527344
	Iteration 15Q: 3 clusters Score -39292.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39306.800781 Penalty: 2965.527344
	Iteration 16Q: 3 clusters Score -39306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39316.167969 Penalty: 2965.527344
	Iteration 17Q: 3 clusters Score -39316.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39331.992188 Penalty: 2965.527344
	Iteration 18Q: 3 clusters Score -39331.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39342.640625 Penalty: 2965.527344
	Iteration 19Q: 3 clusters Score -39342.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39342.640625 Penalty: 2965.527344
	Iteration 20F: 3 clusters Score -39342.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Entering Unmasked Estep 
Score: -488851.812500 Penalty: 2062.017822
	Iteration 0F: 2 clusters Score -488851.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -484905.812500 Penalty: 4124.035645
	Iteration 0F: 3 clusters Score -484905.8 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -485788.781250 Penalty: 4124.035645
	Iteration 1F: 3 clusters Score -485788.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -485984.875000 Penalty: 4124.035645
	Iteration 2F: 3 clusters Score -485984.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -486109.968750 Penalty: 4124.035645
	Iteration 3Q: 3 clusters Score -486110 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -486189.593750 Penalty: 4124.035645
	Iteration 4Q: 3 clusters Score -486189.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -486265.687500 Penalty: 4124.035645
	Iteration 5Q: 3 clusters Score -486265.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -486351.843750 Penalty: 4124.035645
	Iteration 6Q: 3 clusters Score -486351.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -486412.093750 Penalty: 4124.035645
	Iteration 7Q: 3 clusters Score -486412.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -486463.343750 Penalty: 4124.035645
	Iteration 8Q: 3 clusters Score -486463.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -486506.156250 Penalty: 4124.035645
	Iteration 9Q: 3 clusters Score -486506.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -486543.656250 Penalty: 4124.035645
	Iteration 10Q: 3 clusters Score -486543.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -486572.531250 Penalty: 4124.035645
	Iteration 11Q: 3 clusters Score -486572.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -486605.687500 Penalty: 4124.035645
	Iteration 12Q: 3 clusters Score -486605.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -486632.031250 Penalty: 4124.035645
	Iteration 13Q: 3 clusters Score -486632 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -486661.218750 Penalty: 4124.035645
	Iteration 14Q: 3 clusters Score -486661.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -486685.875000 Penalty: 4124.035645
	Iteration 15Q: 3 clusters Score -486685.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -486715.968750 Penalty: 4124.035645
	Iteration 16Q: 3 clusters Score -486716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -486750.562500 Penalty: 4124.035645
	Iteration 17Q: 3 clusters Score -486750.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -486794.593750 Penalty: 4124.035645
	Iteration 18Q: 3 clusters Score -486794.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -486844.312500 Penalty: 4124.035645
	Iteration 19Q: 3 clusters Score -486844.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -486888.218750 Penalty: 4124.035645
	Iteration 20F: 3 clusters Score -486888.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -486934.906250 Penalty: 4124.035645
	Iteration 21Q: 3 clusters Score -486934.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -486988.312500 Penalty: 4124.035645
	Iteration 22Q: 3 clusters Score -486988.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -487053.312500 Penalty: 4124.035645
	Iteration 23Q: 3 clusters Score -487053.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -487110.906250 Penalty: 4124.035645
	Iteration 24Q: 3 clusters Score -487110.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -487157.843750 Penalty: 4124.035645
	Iteration 25Q: 3 clusters Score -487157.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -487200.281250 Penalty: 4124.035645
	Iteration 26Q: 3 clusters Score -487200.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -487242.875000 Penalty: 4124.035645
	Iteration 27Q: 3 clusters Score -487242.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -487281.593750 Penalty: 4124.035645
	Iteration 28Q: 3 clusters Score -487281.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -487318.375000 Penalty: 4124.035645
	Iteration 29Q: 3 clusters Score -487318.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -487337.156250 Penalty: 4124.035645
	Iteration 30Q: 3 clusters Score -487337.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -487353.937500 Penalty: 4124.035645
	Iteration 31Q: 3 clusters Score -487353.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -487367.656250 Penalty: 4124.035645
	Iteration 32Q: 3 clusters Score -487367.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -487376.000000 Penalty: 4124.035645
	Iteration 33Q: 3 clusters Score -487376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -487380.156250 Penalty: 4124.035645
	Iteration 34Q: 3 clusters Score -487380.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -487384.562500 Penalty: 4124.035645
	Iteration 35Q: 3 clusters Score -487384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -487387.843750 Penalty: 4124.035645
	Iteration 36Q: 3 clusters Score -487387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -487389.281250 Penalty: 4124.035645
	Iteration 37Q: 3 clusters Score -487389.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -487390.312500 Penalty: 4124.035645
	Iteration 38Q: 3 clusters Score -487390.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -487394.406250 Penalty: 4124.035645
	Iteration 39Q: 3 clusters Score -487394.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -487405.625000 Penalty: 4124.035645
	Iteration 40F: 3 clusters Score -487405.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -487412.875000 Penalty: 4124.035645
	Iteration 41Q: 3 clusters Score -487412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -487416.281250 Penalty: 4124.035645
	Iteration 42Q: 3 clusters Score -487416.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -487419.375000 Penalty: 4124.035645
	Iteration 43Q: 3 clusters Score -487419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -487422.437500 Penalty: 4124.035645
	Iteration 44Q: 3 clusters Score -487422.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -487423.937500 Penalty: 4124.035645
	Iteration 45Q: 3 clusters Score -487423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -487423.937500 Penalty: 4124.035645
	Iteration 46F: 3 clusters Score -487423.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -48683.855469 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -48683.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47191.843750 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -47191.84 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47376.523438 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -47376.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47460.128906 Penalty: 3042.165527
	Iteration 2F: 3 clusters Score -47460.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47501.988281 Penalty: 3042.165527
	Iteration 3Q: 3 clusters Score -47501.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47537.644531 Penalty: 3042.165527
	Iteration 4Q: 3 clusters Score -47537.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47567.007812 Penalty: 3042.165527
	Iteration 5Q: 3 clusters Score -47567.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47592.078125 Penalty: 3042.165527
	Iteration 6Q: 3 clusters Score -47592.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47630.472656 Penalty: 3042.165527
	Iteration 7Q: 3 clusters Score -47630.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47667.421875 Penalty: 3042.165527
	Iteration 8Q: 3 clusters Score -47667.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47702.039062 Penalty: 3042.165527
	Iteration 9Q: 3 clusters Score -47702.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47740.675781 Penalty: 3042.165527
	Iteration 10Q: 3 clusters Score -47740.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47765.945312 Penalty: 3042.165527
	Iteration 11Q: 3 clusters Score -47765.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47792.625000 Penalty: 3042.165527
	Iteration 12Q: 3 clusters Score -47792.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47818.769531 Penalty: 3042.165527
	Iteration 13Q: 3 clusters Score -47818.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47862.882812 Penalty: 3042.165527
	Iteration 14Q: 3 clusters Score -47862.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47944.093750 Penalty: 3042.165527
	Iteration 15Q: 3 clusters Score -47944.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48181.894531 Penalty: 3042.165527
	Iteration 16Q: 3 clusters Score -48181.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48357.148438 Penalty: 3042.165527
	Iteration 17Q: 3 clusters Score -48357.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48447.355469 Penalty: 3042.165527
	Iteration 18Q: 3 clusters Score -48447.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48453.683594 Penalty: 3042.165527
	Iteration 19Q: 3 clusters Score -48453.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48460.859375 Penalty: 3042.165527
	Iteration 20F: 3 clusters Score -48460.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48467.109375 Penalty: 3042.165527
	Iteration 21Q: 3 clusters Score -48467.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48467.109375 Penalty: 3042.165527
	Iteration 22F: 3 clusters Score -48467.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Entering Unmasked Estep 
Score: -649127.750000 Penalty: 2118.339355
	Iteration 0F: 2 clusters Score -649127.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -644499.687500 Penalty: 4236.678711
	Iteration 0F: 3 clusters Score -644499.7 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -645571.625000 Penalty: 4236.678711
	Iteration 1F: 3 clusters Score -645571.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -645832.812500 Penalty: 4236.678711
	Iteration 2F: 3 clusters Score -645832.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -646014.125000 Penalty: 4236.678711
	Iteration 3F: 3 clusters Score -646014.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -646167.062500 Penalty: 4236.678711
	Iteration 4Q: 3 clusters Score -646167.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -646308.000000 Penalty: 4236.678711
	Iteration 5Q: 3 clusters Score -646308 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -646405.812500 Penalty: 4236.678711
	Iteration 6Q: 3 clusters Score -646405.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -646523.437500 Penalty: 4236.678711
	Iteration 7Q: 3 clusters Score -646523.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -646634.875000 Penalty: 4236.678711
	Iteration 8Q: 3 clusters Score -646634.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -646738.687500 Penalty: 4236.678711
	Iteration 9Q: 3 clusters Score -646738.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -646842.125000 Penalty: 4236.678711
	Iteration 10Q: 3 clusters Score -646842.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -646940.125000 Penalty: 4236.678711
	Iteration 11Q: 3 clusters Score -646940.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -647049.125000 Penalty: 4236.678711
	Iteration 12Q: 3 clusters Score -647049.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -647173.062500 Penalty: 4236.678711
	Iteration 13Q: 3 clusters Score -647173.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -647276.125000 Penalty: 4236.678711
	Iteration 14Q: 3 clusters Score -647276.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -647343.750000 Penalty: 4236.678711
	Iteration 15Q: 3 clusters Score -647343.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -647401.250000 Penalty: 4236.678711
	Iteration 16Q: 3 clusters Score -647401.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -647446.312500 Penalty: 4236.678711
	Iteration 17Q: 3 clusters Score -647446.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -647491.125000 Penalty: 4236.678711
	Iteration 18Q: 3 clusters Score -647491.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -647530.250000 Penalty: 4236.678711
	Iteration 19Q: 3 clusters Score -647530.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -647554.312500 Penalty: 4236.678711
	Iteration 20F: 3 clusters Score -647554.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -647566.062500 Penalty: 4236.678711
	Iteration 21Q: 3 clusters Score -647566.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -647577.625000 Penalty: 4236.678711
	Iteration 22Q: 3 clusters Score -647577.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -647582.625000 Penalty: 4236.678711
	Iteration 23Q: 3 clusters Score -647582.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -647588.312500 Penalty: 4236.678711
	Iteration 24Q: 3 clusters Score -647588.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -647592.187500 Penalty: 4236.678711
	Iteration 25Q: 3 clusters Score -647592.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -647599.437500 Penalty: 4236.678711
	Iteration 26Q: 3 clusters Score -647599.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -647602.562500 Penalty: 4236.678711
	Iteration 27Q: 3 clusters Score -647602.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -647606.187500 Penalty: 4236.678711
	Iteration 28Q: 3 clusters Score -647606.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -647611.812500 Penalty: 4236.678711
	Iteration 29Q: 3 clusters Score -647611.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -647614.875000 Penalty: 4236.678711
	Iteration 30Q: 3 clusters Score -647614.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -647618.125000 Penalty: 4236.678711
	Iteration 31Q: 3 clusters Score -647618.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -647619.625000 Penalty: 4236.678711
	Iteration 32Q: 3 clusters Score -647619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -647623.625000 Penalty: 4236.678711
	Iteration 33Q: 3 clusters Score -647623.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -647624.750000 Penalty: 4236.678711
	Iteration 34Q: 3 clusters Score -647624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -647625.875000 Penalty: 4236.678711
	Iteration 35Q: 3 clusters Score -647625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -647625.875000 Penalty: 4236.678711
	Iteration 36F: 3 clusters Score -647625.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (156981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156981 members 
Entering Unmasked Estep 
Score: -20121610.000000 Penalty: 2967.042480
	Iteration 0F: 2 clusters Score -2.012161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78351 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
Score: -20019030.000000 Penalty: 5934.084961
	Iteration 0F: 3 clusters Score -2.001903e+07 nChanged 75350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 80546 members 
Entering Unmasked Estep 
Score: -20062774.000000 Penalty: 5934.084961
	Iteration 1F: 3 clusters Score -2.006277e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 81766 members 
Entering Unmasked Estep 
Score: -20063604.000000 Penalty: 5934.084961
	Iteration 2Q: 3 clusters Score -2.00636e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 83711 members 
Entering Unmasked Estep 
Score: -20064570.000000 Penalty: 5934.084961
	Iteration 3Q: 3 clusters Score -2.006457e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70366 members 
Mstep: Class 2 contains 86615 members 
Entering Unmasked Estep 
Score: -20065792.000000 Penalty: 5934.084961
	Iteration 4Q: 3 clusters Score -2.006579e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 90927 members 
Entering Unmasked Estep 
Score: -20067474.000000 Penalty: 5934.084961
	Iteration 5Q: 3 clusters Score -2.006747e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 97275 members 
Entering Unmasked Estep 
Score: -20070656.000000 Penalty: 5934.084961
	Iteration 6Q: 3 clusters Score -2.007066e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 106309 members 
Entering Unmasked Estep 
Score: -20076198.000000 Penalty: 5934.084961
	Iteration 7F: 3 clusters Score -2.00762e+07 nChanged 11653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 117884 members 
Entering Unmasked Estep 
Score: -20084982.000000 Penalty: 5934.084961
	Iteration 8F: 3 clusters Score -2.008498e+07 nChanged 12994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 130872 members 
Entering Unmasked Estep 
Score: -20096782.000000 Penalty: 5934.084961
	Iteration 9F: 3 clusters Score -2.009678e+07 nChanged 11736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 142608 members 
Entering Unmasked Estep 
Score: -20107952.000000 Penalty: 5934.084961
	Iteration 10F: 3 clusters Score -2.010795e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 150544 members 
Entering Unmasked Estep 
Score: -20114706.000000 Penalty: 5934.084961
	Iteration 11F: 3 clusters Score -2.011471e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 154463 members 
Entering Unmasked Estep 
Score: -20117366.000000 Penalty: 5934.084961
	Iteration 12Q: 3 clusters Score -2.011737e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 155984 members 
Entering Unmasked Estep 
Score: -20118430.000000 Penalty: 5934.084961
	Iteration 13Q: 3 clusters Score -2.011843e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 156467 members 
Entering Unmasked Estep 
Score: -20118756.000000 Penalty: 5934.084961
	Iteration 14Q: 3 clusters Score -2.011876e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 156612 members 
Entering Unmasked Estep 
Score: -20118882.000000 Penalty: 5934.084961
	Iteration 15Q: 3 clusters Score -2.011888e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 156672 members 
Entering Unmasked Estep 
Score: -20118974.000000 Penalty: 5934.084961
	Iteration 16Q: 3 clusters Score -2.011897e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 156697 members 
Entering Unmasked Estep 
Score: -20119020.000000 Penalty: 5934.084961
	Iteration 17Q: 3 clusters Score -2.011902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 156710 members 
Entering Unmasked Estep 
Score: -20119044.000000 Penalty: 5934.084961
	Iteration 18Q: 3 clusters Score -2.011904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 156715 members 
Entering Unmasked Estep 
Score: -20119058.000000 Penalty: 5934.084961
	Iteration 19Q: 3 clusters Score -2.011906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 156726 members 
Entering Unmasked Estep 
Score: -20119068.000000 Penalty: 5934.084961
	Iteration 20F: 3 clusters Score -2.011907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 156733 members 
Entering Unmasked Estep 
Score: -20119098.000000 Penalty: 5934.084961
	Iteration 21Q: 3 clusters Score -2.01191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 156738 members 
Entering Unmasked Estep 
Score: -20119108.000000 Penalty: 5934.084961
	Iteration 22Q: 3 clusters Score -2.011911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 156740 members 
Entering Unmasked Estep 
Score: -20119106.000000 Penalty: 5934.084961
	Iteration 23Q: 3 clusters Score -2.011911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 156741 members 
Entering Unmasked Estep 
Score: -20119110.000000 Penalty: 5934.084961
	Iteration 24Q: 3 clusters Score -2.011911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 156745 members 
Entering Unmasked Estep 
Score: -20119118.000000 Penalty: 5934.084961
	Iteration 25Q: 3 clusters Score -2.011912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 156748 members 
Entering Unmasked Estep 
Score: -20119130.000000 Penalty: 5934.084961
	Iteration 26Q: 3 clusters Score -2.011913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 156751 members 
Entering Unmasked Estep 
Score: -20119126.000000 Penalty: 5934.084961
	Iteration 27Q: 3 clusters Score -2.011913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 156752 members 
Entering Unmasked Estep 
Score: -20119144.000000 Penalty: 5934.084961
	Iteration 28Q: 3 clusters Score -2.011914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 156754 members 
Entering Unmasked Estep 
Score: -20119140.000000 Penalty: 5934.084961
	Iteration 29Q: 3 clusters Score -2.011914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 156755 members 
Entering Unmasked Estep 
Score: -20119146.000000 Penalty: 5934.084961
	Iteration 30Q: 3 clusters Score -2.011915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 156756 members 
Entering Unmasked Estep 
Score: -20119150.000000 Penalty: 5934.084961
	Iteration 31Q: 3 clusters Score -2.011915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 156757 members 
Entering Unmasked Estep 
Score: -20119148.000000 Penalty: 5934.084961
	Iteration 32Q: 3 clusters Score -2.011915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 156758 members 
Entering Unmasked Estep 
Score: -20119146.000000 Penalty: 5934.084961
	Iteration 33Q: 3 clusters Score -2.011915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 156758 members 
Entering Unmasked Estep 
Score: -20119146.000000 Penalty: 5934.084961
	Iteration 34F: 3 clusters Score -2.011915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73333 members 
Entering Unmasked Estep 
Score: -9301837.000000 Penalty: 2778.286133
	Iteration 0F: 2 clusters Score -9301837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -9252623.000000 Penalty: 5556.572266
	Iteration 0F: 3 clusters Score -9252623 nChanged 34463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -9272083.000000 Penalty: 5556.572266
	Iteration 1F: 3 clusters Score -9272083 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -9273182.000000 Penalty: 5556.572266
	Iteration 2Q: 3 clusters Score -9273182 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -9274484.000000 Penalty: 5556.572266
	Iteration 3Q: 3 clusters Score -9274484 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -9276273.000000 Penalty: 5556.572266
	Iteration 4Q: 3 clusters Score -9276273 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -9278566.000000 Penalty: 5556.572266
	Iteration 5F: 3 clusters Score -9278566 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -9281395.000000 Penalty: 5556.572266
	Iteration 6F: 3 clusters Score -9281395 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -9284363.000000 Penalty: 5556.572266
	Iteration 7F: 3 clusters Score -9284363 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -9287622.000000 Penalty: 5556.572266
	Iteration 8F: 3 clusters Score -9287622 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -9290877.000000 Penalty: 5556.572266
	Iteration 9F: 3 clusters Score -9290877 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -9293287.000000 Penalty: 5556.572266
	Iteration 10Q: 3 clusters Score -9293287 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -9294624.000000 Penalty: 5556.572266
	Iteration 11Q: 3 clusters Score -9294624 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -9295073.000000 Penalty: 5556.572266
	Iteration 12Q: 3 clusters Score -9295073 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -9295333.000000 Penalty: 5556.572266
	Iteration 13Q: 3 clusters Score -9295333 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -9295498.000000 Penalty: 5556.572266
	Iteration 14Q: 3 clusters Score -9295498 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -9295604.000000 Penalty: 5556.572266
	Iteration 15Q: 3 clusters Score -9295604 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -9295700.000000 Penalty: 5556.572266
	Iteration 16Q: 3 clusters Score -9295700 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -9295760.000000 Penalty: 5556.572266
	Iteration 17Q: 3 clusters Score -9295760 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -9295817.000000 Penalty: 5556.572266
	Iteration 18Q: 3 clusters Score -9295817 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -9295898.000000 Penalty: 5556.572266
	Iteration 19Q: 3 clusters Score -9295898 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -9296034.000000 Penalty: 5556.572266
	Iteration 20F: 3 clusters Score -9296034 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -9296102.000000 Penalty: 5556.572266
	Iteration 21Q: 3 clusters Score -9296102 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -9296220.000000 Penalty: 5556.572266
	Iteration 22Q: 3 clusters Score -9296220 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -9296249.000000 Penalty: 5556.572266
	Iteration 23Q: 3 clusters Score -9296249 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -9296320.000000 Penalty: 5556.572266
	Iteration 24Q: 3 clusters Score -9296320 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -9296379.000000 Penalty: 5556.572266
	Iteration 25Q: 3 clusters Score -9296379 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -9296406.000000 Penalty: 5556.572266
	Iteration 26Q: 3 clusters Score -9296406 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -9296457.000000 Penalty: 5556.572266
	Iteration 27Q: 3 clusters Score -9296457 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -9296538.000000 Penalty: 5556.572266
	Iteration 28Q: 3 clusters Score -9296538 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -9296594.000000 Penalty: 5556.572266
	Iteration 29Q: 3 clusters Score -9296594 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -9296609.000000 Penalty: 5556.572266
	Iteration 30Q: 3 clusters Score -9296609 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -9296593.000000 Penalty: 5556.572266
	Iteration 31Q: 3 clusters Score -9296593 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -9296638.000000 Penalty: 5556.572266
	Iteration 32Q: 3 clusters Score -9296638 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -9296653.000000 Penalty: 5556.572266
	Iteration 33Q: 3 clusters Score -9296653 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -9296665.000000 Penalty: 5556.572266
	Iteration 34Q: 3 clusters Score -9296665 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -9296701.000000 Penalty: 5556.572266
	Iteration 35Q: 3 clusters Score -9296701 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -9296695.000000 Penalty: 5556.572266
	Iteration 36Q: 3 clusters Score -9296695 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -9296702.000000 Penalty: 5556.572266
	Iteration 37Q: 3 clusters Score -9296702 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -9296699.000000 Penalty: 5556.572266
	Iteration 38Q: 3 clusters Score -9296699 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -9296700.000000 Penalty: 5556.572266
	Iteration 39Q: 3 clusters Score -9296700 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -9296702.000000 Penalty: 5556.572266
	Iteration 40F: 3 clusters Score -9296702 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -9296707.000000 Penalty: 5556.572266
	Iteration 41Q: 3 clusters Score -9296707 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -9296718.000000 Penalty: 5556.572266
	Iteration 42Q: 3 clusters Score -9296718 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -9296737.000000 Penalty: 5556.572266
	Iteration 43Q: 3 clusters Score -9296737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -9296739.000000 Penalty: 5556.572266
	Iteration 44Q: 3 clusters Score -9296739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -9296733.000000 Penalty: 5556.572266
	Iteration 45Q: 3 clusters Score -9296733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -9296737.000000 Penalty: 5556.572266
	Iteration 46Q: 3 clusters Score -9296737 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -9296741.000000 Penalty: 5556.572266
	Iteration 47Q: 3 clusters Score -9296741 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -9296747.000000 Penalty: 5556.572266
	Iteration 48Q: 3 clusters Score -9296747 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -9296751.000000 Penalty: 5556.572266
	Iteration 49Q: 3 clusters Score -9296751 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -9296759.000000 Penalty: 5556.572266
	Iteration 50Q: 3 clusters Score -9296759 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -9296780.000000 Penalty: 5556.572266
	Iteration 51Q: 3 clusters Score -9296780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -9296769.000000 Penalty: 5556.572266
	Iteration 52Q: 3 clusters Score -9296769 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -9296751.000000 Penalty: 5556.572266
	Iteration 53Q: 3 clusters Score -9296751 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -9296747.000000 Penalty: 5556.572266
	Iteration 54Q: 3 clusters Score -9296747 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -9296761.000000 Penalty: 5556.572266
	Iteration 55Q: 3 clusters Score -9296761 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -9296766.000000 Penalty: 5556.572266
	Iteration 56Q: 3 clusters Score -9296766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -9296770.000000 Penalty: 5556.572266
	Iteration 57Q: 3 clusters Score -9296770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -9296787.000000 Penalty: 5556.572266
	Iteration 58Q: 3 clusters Score -9296787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -9296777.000000 Penalty: 5556.572266
	Iteration 59Q: 3 clusters Score -9296777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -9296799.000000 Penalty: 5556.572266
	Iteration 60F: 3 clusters Score -9296799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -9296799.000000 Penalty: 5556.572266
	Iteration 61Q: 3 clusters Score -9296799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -9296806.000000 Penalty: 5556.572266
	Iteration 62Q: 3 clusters Score -9296806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -9296808.000000 Penalty: 5556.572266
	Iteration 63Q: 3 clusters Score -9296808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -9296815.000000 Penalty: 5556.572266
	Iteration 64Q: 3 clusters Score -9296815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -9296821.000000 Penalty: 5556.572266
	Iteration 65Q: 3 clusters Score -9296821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -9296827.000000 Penalty: 5556.572266
	Iteration 66Q: 3 clusters Score -9296827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -9296833.000000 Penalty: 5556.572266
	Iteration 67Q: 3 clusters Score -9296833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -9296825.000000 Penalty: 5556.572266
	Iteration 68Q: 3 clusters Score -9296825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -9296812.000000 Penalty: 5556.572266
	Iteration 69Q: 3 clusters Score -9296812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -9296817.000000 Penalty: 5556.572266
	Iteration 70Q: 3 clusters Score -9296817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -9296832.000000 Penalty: 5556.572266
	Iteration 71Q: 3 clusters Score -9296832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -9296832.000000 Penalty: 5556.572266
	Iteration 72Q: 3 clusters Score -9296832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -9296832.000000 Penalty: 5556.572266
	Iteration 73Q: 3 clusters Score -9296832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -9296833.000000 Penalty: 5556.572266
	Iteration 74Q: 3 clusters Score -9296833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -9296823.000000 Penalty: 5556.572266
	Iteration 75Q: 3 clusters Score -9296823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -9296819.000000 Penalty: 5556.572266
	Iteration 76Q: 3 clusters Score -9296819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -9296821.000000 Penalty: 5556.572266
	Iteration 77Q: 3 clusters Score -9296821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -9296827.000000 Penalty: 5556.572266
	Iteration 78Q: 3 clusters Score -9296827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -9296815.000000 Penalty: 5556.572266
	Iteration 79Q: 3 clusters Score -9296815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -9296819.000000 Penalty: 5556.572266
	Iteration 80F: 3 clusters Score -9296819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -9296814.000000 Penalty: 5556.572266
	Iteration 81Q: 3 clusters Score -9296814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -9296816.000000 Penalty: 5556.572266
	Iteration 82Q: 3 clusters Score -9296816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -9296815.000000 Penalty: 5556.572266
	Iteration 83Q: 3 clusters Score -9296815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -9296815.000000 Penalty: 5556.572266
	Iteration 84F: 3 clusters Score -9296815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (158079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158079 members 
Entering Unmasked Estep 
Score: -20121552.000000 Penalty: 2968.770752
	Iteration 0F: 2 clusters Score -2.012155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79306 members 
Mstep: Class 2 contains 78773 members 
Entering Unmasked Estep 
Score: -20016356.000000 Penalty: 5937.541504
	Iteration 0F: 3 clusters Score -2.001636e+07 nChanged 75635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83399 members 
Mstep: Class 2 contains 74680 members 
Entering Unmasked Estep 
Score: -20060136.000000 Penalty: 5937.541504
	Iteration 1F: 3 clusters Score -2.006014e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 71561 members 
Entering Unmasked Estep 
Score: -20061442.000000 Penalty: 5937.541504
	Iteration 2Q: 3 clusters Score -2.006144e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -20063836.000000 Penalty: 5937.541504
	Iteration 3Q: 3 clusters Score -2.006384e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99005 members 
Mstep: Class 2 contains 59074 members 
Entering Unmasked Estep 
Score: -20068660.000000 Penalty: 5937.541504
	Iteration 4F: 3 clusters Score -2.006866e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109773 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -20077404.000000 Penalty: 5937.541504
	Iteration 5F: 3 clusters Score -2.00774e+07 nChanged 14352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123007 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -20090138.000000 Penalty: 5937.541504
	Iteration 6F: 3 clusters Score -2.009014e+07 nChanged 13277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135322 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -20103394.000000 Penalty: 5937.541504
	Iteration 7F: 3 clusters Score -2.010339e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143316 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -20112544.000000 Penalty: 5937.541504
	Iteration 8F: 3 clusters Score -2.011254e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146780 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -20116864.000000 Penalty: 5937.541504
	Iteration 9Q: 3 clusters Score -2.011686e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148280 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -20118496.000000 Penalty: 5937.541504
	Iteration 10Q: 3 clusters Score -2.01185e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149251 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -20119150.000000 Penalty: 5937.541504
	Iteration 11Q: 3 clusters Score -2.011915e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150055 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -20119376.000000 Penalty: 5937.541504
	Iteration 12Q: 3 clusters Score -2.011938e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150703 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -20119610.000000 Penalty: 5937.541504
	Iteration 13Q: 3 clusters Score -2.011961e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151313 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -20119730.000000 Penalty: 5937.541504
	Iteration 14Q: 3 clusters Score -2.011973e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151846 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -20119776.000000 Penalty: 5937.541504
	Iteration 15Q: 3 clusters Score -2.011978e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152281 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -20119824.000000 Penalty: 5937.541504
	Iteration 16Q: 3 clusters Score -2.011982e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152657 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -20119940.000000 Penalty: 5937.541504
	Iteration 17Q: 3 clusters Score -2.011994e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152992 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -20119988.000000 Penalty: 5937.541504
	Iteration 18Q: 3 clusters Score -2.011999e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153286 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -20120064.000000 Penalty: 5937.541504
	Iteration 19Q: 3 clusters Score -2.012006e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153543 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -20120070.000000 Penalty: 5937.541504
	Iteration 20F: 3 clusters Score -2.012007e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153782 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -20120068.000000 Penalty: 5937.541504
	Iteration 21Q: 3 clusters Score -2.012007e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153999 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -20120046.000000 Penalty: 5937.541504
	Iteration 22Q: 3 clusters Score -2.012005e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154204 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -20120068.000000 Penalty: 5937.541504
	Iteration 23Q: 3 clusters Score -2.012007e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154389 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -20120120.000000 Penalty: 5937.541504
	Iteration 24Q: 3 clusters Score -2.012012e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154540 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -20120118.000000 Penalty: 5937.541504
	Iteration 25Q: 3 clusters Score -2.012012e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154671 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -20120138.000000 Penalty: 5937.541504
	Iteration 26Q: 3 clusters Score -2.012014e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154783 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -20120134.000000 Penalty: 5937.541504
	Iteration 27Q: 3 clusters Score -2.012013e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154882 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -20120162.000000 Penalty: 5937.541504
	Iteration 28Q: 3 clusters Score -2.012016e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154952 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -20120188.000000 Penalty: 5937.541504
	Iteration 29Q: 3 clusters Score -2.012019e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155017 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -20120162.000000 Penalty: 5937.541504
	Iteration 30Q: 3 clusters Score -2.012016e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155071 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -20120152.000000 Penalty: 5937.541504
	Iteration 31Q: 3 clusters Score -2.012015e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155119 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -20120170.000000 Penalty: 5937.541504
	Iteration 32Q: 3 clusters Score -2.012017e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155160 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -20120162.000000 Penalty: 5937.541504
	Iteration 33Q: 3 clusters Score -2.012016e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155190 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -20120178.000000 Penalty: 5937.541504
	Iteration 34Q: 3 clusters Score -2.012018e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155218 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -20120162.000000 Penalty: 5937.541504
	Iteration 35Q: 3 clusters Score -2.012016e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155236 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -20120174.000000 Penalty: 5937.541504
	Iteration 36Q: 3 clusters Score -2.012017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155248 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -20120156.000000 Penalty: 5937.541504
	Iteration 37Q: 3 clusters Score -2.012016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155257 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -20120158.000000 Penalty: 5937.541504
	Iteration 38Q: 3 clusters Score -2.012016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155266 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -20120146.000000 Penalty: 5937.541504
	Iteration 39Q: 3 clusters Score -2.012015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155272 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -20120146.000000 Penalty: 5937.541504
	Iteration 40F: 3 clusters Score -2.012015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155279 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -20120150.000000 Penalty: 5937.541504
	Iteration 41Q: 3 clusters Score -2.012015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155288 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -20120150.000000 Penalty: 5937.541504
	Iteration 42Q: 3 clusters Score -2.012015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155298 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -20120142.000000 Penalty: 5937.541504
	Iteration 43Q: 3 clusters Score -2.012014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155306 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -20120150.000000 Penalty: 5937.541504
	Iteration 44Q: 3 clusters Score -2.012015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155314 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -20120152.000000 Penalty: 5937.541504
	Iteration 45Q: 3 clusters Score -2.012015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155321 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -20120150.000000 Penalty: 5937.541504
	Iteration 46Q: 3 clusters Score -2.012015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155327 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -20120148.000000 Penalty: 5937.541504
	Iteration 47Q: 3 clusters Score -2.012015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155337 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -20120142.000000 Penalty: 5937.541504
	Iteration 48Q: 3 clusters Score -2.012014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155347 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -20120156.000000 Penalty: 5937.541504
	Iteration 49Q: 3 clusters Score -2.012016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155357 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -20120148.000000 Penalty: 5937.541504
	Iteration 50Q: 3 clusters Score -2.012015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155371 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -20120166.000000 Penalty: 5937.541504
	Iteration 51Q: 3 clusters Score -2.012017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155382 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -20120150.000000 Penalty: 5937.541504
	Iteration 52Q: 3 clusters Score -2.012015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155395 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -20120154.000000 Penalty: 5937.541504
	Iteration 53Q: 3 clusters Score -2.012015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155406 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -20120170.000000 Penalty: 5937.541504
	Iteration 54Q: 3 clusters Score -2.012017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155421 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -20120174.000000 Penalty: 5937.541504
	Iteration 55Q: 3 clusters Score -2.012017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155429 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -20120174.000000 Penalty: 5937.541504
	Iteration 56Q: 3 clusters Score -2.012017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155439 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -20120168.000000 Penalty: 5937.541504
	Iteration 57Q: 3 clusters Score -2.012017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155444 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -20120178.000000 Penalty: 5937.541504
	Iteration 58Q: 3 clusters Score -2.012018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155448 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -20120172.000000 Penalty: 5937.541504
	Iteration 59Q: 3 clusters Score -2.012017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155451 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -20120168.000000 Penalty: 5937.541504
	Iteration 60F: 3 clusters Score -2.012017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155453 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -20120170.000000 Penalty: 5937.541504
	Iteration 61Q: 3 clusters Score -2.012017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155454 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -20120184.000000 Penalty: 5937.541504
	Iteration 62Q: 3 clusters Score -2.012018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155455 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -20120178.000000 Penalty: 5937.541504
	Iteration 63Q: 3 clusters Score -2.012018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155456 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -20120170.000000 Penalty: 5937.541504
	Iteration 64Q: 3 clusters Score -2.012017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155456 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -20120170.000000 Penalty: 5937.541504
	Iteration 65F: 3 clusters Score -2.012017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Entering Unmasked Estep 
Score: -1075782.875000 Penalty: 2253.361816
	Iteration 0F: 2 clusters Score -1075783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1068904.625000 Penalty: 4506.723633
	Iteration 0F: 3 clusters Score -1068905 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1071144.250000 Penalty: 4506.723633
	Iteration 1F: 3 clusters Score -1071144 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1071765.500000 Penalty: 4506.723633
	Iteration 2F: 3 clusters Score -1071766 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1072489.375000 Penalty: 4506.723633
	Iteration 3F: 3 clusters Score -1072489 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1073298.125000 Penalty: 4506.723633
	Iteration 4F: 3 clusters Score -1073298 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1074017.500000 Penalty: 4506.723633
	Iteration 5F: 3 clusters Score -1074018 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1074555.125000 Penalty: 4506.723633
	Iteration 6F: 3 clusters Score -1074555 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1074857.250000 Penalty: 4506.723633
	Iteration 7Q: 3 clusters Score -1074857 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1074999.000000 Penalty: 4506.723633
	Iteration 8Q: 3 clusters Score -1074999 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1075064.375000 Penalty: 4506.723633
	Iteration 9Q: 3 clusters Score -1075064 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1075093.375000 Penalty: 4506.723633
	Iteration 10Q: 3 clusters Score -1075093 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1075106.125000 Penalty: 4506.723633
	Iteration 11Q: 3 clusters Score -1075106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1075111.500000 Penalty: 4506.723633
	Iteration 12Q: 3 clusters Score -1075112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1075115.500000 Penalty: 4506.723633
	Iteration 13Q: 3 clusters Score -1075116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1075120.625000 Penalty: 4506.723633
	Iteration 14Q: 3 clusters Score -1075121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1075118.375000 Penalty: 4506.723633
	Iteration 15Q: 3 clusters Score -1075118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1075119.375000 Penalty: 4506.723633
	Iteration 16Q: 3 clusters Score -1075119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1075119.375000 Penalty: 4506.723633
	Iteration 17F: 3 clusters Score -1075119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -136603.359375 Penalty: 1756.680176
	Iteration 0F: 2 clusters Score -136603.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -134577.609375 Penalty: 3513.360352
	Iteration 0F: 3 clusters Score -134577.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -135102.218750 Penalty: 3513.360352
	Iteration 1F: 3 clusters Score -135102.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135459.109375 Penalty: 3513.360352
	Iteration 2F: 3 clusters Score -135459.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -135739.218750 Penalty: 3513.360352
	Iteration 3F: 3 clusters Score -135739.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -135994.546875 Penalty: 3513.360352
	Iteration 4F: 3 clusters Score -135994.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136177.171875 Penalty: 3513.360352
	Iteration 5F: 3 clusters Score -136177.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136295.265625 Penalty: 3513.360352
	Iteration 6Q: 3 clusters Score -136295.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -136379.640625 Penalty: 3513.360352
	Iteration 7Q: 3 clusters Score -136379.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -136417.421875 Penalty: 3513.360352
	Iteration 8Q: 3 clusters Score -136417.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136434.781250 Penalty: 3513.360352
	Iteration 9Q: 3 clusters Score -136434.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -136443.812500 Penalty: 3513.360352
	Iteration 10Q: 3 clusters Score -136443.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -136448.546875 Penalty: 3513.360352
	Iteration 11Q: 3 clusters Score -136448.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136451.515625 Penalty: 3513.360352
	Iteration 12Q: 3 clusters Score -136451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -136452.421875 Penalty: 3513.360352
	Iteration 13Q: 3 clusters Score -136452.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -136454.218750 Penalty: 3513.360352
	Iteration 14Q: 3 clusters Score -136454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -136455.000000 Penalty: 3513.360352
	Iteration 15Q: 3 clusters Score -136455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -136456.796875 Penalty: 3513.360352
	Iteration 16Q: 3 clusters Score -136456.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -136456.796875 Penalty: 3513.360352
	Iteration 17F: 3 clusters Score -136456.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (149590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149590 members 
Entering Unmasked Estep 
Score: -19148096.000000 Penalty: 2955.082031
	Iteration 0F: 2 clusters Score -1.91481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 74826 members 
Entering Unmasked Estep 
Score: -19052718.000000 Penalty: 5910.164062
	Iteration 0F: 3 clusters Score -1.905272e+07 nChanged 71199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73559 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -19093926.000000 Penalty: 5910.164062
	Iteration 1F: 3 clusters Score -1.909393e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -19094724.000000 Penalty: 5910.164062
	Iteration 2Q: 3 clusters Score -1.909472e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -19095796.000000 Penalty: 5910.164062
	Iteration 3Q: 3 clusters Score -1.90958e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69286 members 
Mstep: Class 2 contains 80304 members 
Entering Unmasked Estep 
Score: -19097382.000000 Penalty: 5910.164062
	Iteration 4Q: 3 clusters Score -1.909738e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 83353 members 
Entering Unmasked Estep 
Score: -19099260.000000 Penalty: 5910.164062
	Iteration 5Q: 3 clusters Score -1.909926e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 87846 members 
Entering Unmasked Estep 
Score: -19102018.000000 Penalty: 5910.164062
	Iteration 6Q: 3 clusters Score -1.910202e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 93962 members 
Entering Unmasked Estep 
Score: -19106506.000000 Penalty: 5910.164062
	Iteration 7F: 3 clusters Score -1.910651e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 101605 members 
Entering Unmasked Estep 
Score: -19113248.000000 Penalty: 5910.164062
	Iteration 8F: 3 clusters Score -1.911325e+07 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 109857 members 
Entering Unmasked Estep 
Score: -19121208.000000 Penalty: 5910.164062
	Iteration 9F: 3 clusters Score -1.912121e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 117237 members 
Entering Unmasked Estep 
Score: -19128842.000000 Penalty: 5910.164062
	Iteration 10F: 3 clusters Score -1.912884e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 122635 members 
Entering Unmasked Estep 
Score: -19134506.000000 Penalty: 5910.164062
	Iteration 11Q: 3 clusters Score -1.913451e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 126195 members 
Entering Unmasked Estep 
Score: -19137542.000000 Penalty: 5910.164062
	Iteration 12Q: 3 clusters Score -1.913754e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 128844 members 
Entering Unmasked Estep 
Score: -19139224.000000 Penalty: 5910.164062
	Iteration 13Q: 3 clusters Score -1.913922e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 131196 members 
Entering Unmasked Estep 
Score: -19140424.000000 Penalty: 5910.164062
	Iteration 14Q: 3 clusters Score -1.914042e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 133314 members 
Entering Unmasked Estep 
Score: -19141556.000000 Penalty: 5910.164062
	Iteration 15Q: 3 clusters Score -1.914156e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 135278 members 
Entering Unmasked Estep 
Score: -19142472.000000 Penalty: 5910.164062
	Iteration 16Q: 3 clusters Score -1.914247e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 136994 members 
Entering Unmasked Estep 
Score: -19143292.000000 Penalty: 5910.164062
	Iteration 17Q: 3 clusters Score -1.914329e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 138570 members 
Entering Unmasked Estep 
Score: -19144006.000000 Penalty: 5910.164062
	Iteration 18Q: 3 clusters Score -1.914401e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 139977 members 
Entering Unmasked Estep 
Score: -19144660.000000 Penalty: 5910.164062
	Iteration 19Q: 3 clusters Score -1.914466e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 141319 members 
Entering Unmasked Estep 
Score: -19145136.000000 Penalty: 5910.164062
	Iteration 20F: 3 clusters Score -1.914514e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 142393 members 
Entering Unmasked Estep 
Score: -19145358.000000 Penalty: 5910.164062
	Iteration 21Q: 3 clusters Score -1.914536e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 143288 members 
Entering Unmasked Estep 
Score: -19145622.000000 Penalty: 5910.164062
	Iteration 22Q: 3 clusters Score -1.914562e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 144024 members 
Entering Unmasked Estep 
Score: -19145806.000000 Penalty: 5910.164062
	Iteration 23Q: 3 clusters Score -1.914581e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 144674 members 
Entering Unmasked Estep 
Score: -19145958.000000 Penalty: 5910.164062
	Iteration 24Q: 3 clusters Score -1.914596e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 145232 members 
Entering Unmasked Estep 
Score: -19146058.000000 Penalty: 5910.164062
	Iteration 25Q: 3 clusters Score -1.914606e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 145701 members 
Entering Unmasked Estep 
Score: -19146146.000000 Penalty: 5910.164062
	Iteration 26Q: 3 clusters Score -1.914615e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 146076 members 
Entering Unmasked Estep 
Score: -19146256.000000 Penalty: 5910.164062
	Iteration 27Q: 3 clusters Score -1.914626e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 146379 members 
Entering Unmasked Estep 
Score: -19146284.000000 Penalty: 5910.164062
	Iteration 28Q: 3 clusters Score -1.914628e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 146633 members 
Entering Unmasked Estep 
Score: -19146292.000000 Penalty: 5910.164062
	Iteration 29Q: 3 clusters Score -1.914629e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 146845 members 
Entering Unmasked Estep 
Score: -19146368.000000 Penalty: 5910.164062
	Iteration 30Q: 3 clusters Score -1.914637e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 147012 members 
Entering Unmasked Estep 
Score: -19146366.000000 Penalty: 5910.164062
	Iteration 31Q: 3 clusters Score -1.914637e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 147150 members 
Entering Unmasked Estep 
Score: -19146368.000000 Penalty: 5910.164062
	Iteration 32Q: 3 clusters Score -1.914637e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 147264 members 
Entering Unmasked Estep 
Score: -19146408.000000 Penalty: 5910.164062
	Iteration 33Q: 3 clusters Score -1.914641e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 147358 members 
Entering Unmasked Estep 
Score: -19146420.000000 Penalty: 5910.164062
	Iteration 34Q: 3 clusters Score -1.914642e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 147426 members 
Entering Unmasked Estep 
Score: -19146428.000000 Penalty: 5910.164062
	Iteration 35Q: 3 clusters Score -1.914643e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 147512 members 
Entering Unmasked Estep 
Score: -19146386.000000 Penalty: 5910.164062
	Iteration 36Q: 3 clusters Score -1.914639e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 147586 members 
Entering Unmasked Estep 
Score: -19146398.000000 Penalty: 5910.164062
	Iteration 37Q: 3 clusters Score -1.91464e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 147641 members 
Entering Unmasked Estep 
Score: -19146406.000000 Penalty: 5910.164062
	Iteration 38Q: 3 clusters Score -1.914641e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 147684 members 
Entering Unmasked Estep 
Score: -19146438.000000 Penalty: 5910.164062
	Iteration 39Q: 3 clusters Score -1.914644e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 147719 members 
Entering Unmasked Estep 
Score: -19146452.000000 Penalty: 5910.164062
	Iteration 40F: 3 clusters Score -1.914645e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 147753 members 
Entering Unmasked Estep 
Score: -19146452.000000 Penalty: 5910.164062
	Iteration 41Q: 3 clusters Score -1.914645e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 147785 members 
Entering Unmasked Estep 
Score: -19146442.000000 Penalty: 5910.164062
	Iteration 42Q: 3 clusters Score -1.914644e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 147812 members 
Entering Unmasked Estep 
Score: -19146438.000000 Penalty: 5910.164062
	Iteration 43Q: 3 clusters Score -1.914644e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 147840 members 
Entering Unmasked Estep 
Score: -19146424.000000 Penalty: 5910.164062
	Iteration 44Q: 3 clusters Score -1.914642e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 147866 members 
Entering Unmasked Estep 
Score: -19146436.000000 Penalty: 5910.164062
	Iteration 45Q: 3 clusters Score -1.914644e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 147884 members 
Entering Unmasked Estep 
Score: -19146460.000000 Penalty: 5910.164062
	Iteration 46Q: 3 clusters Score -1.914646e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 147907 members 
Entering Unmasked Estep 
Score: -19146470.000000 Penalty: 5910.164062
	Iteration 47Q: 3 clusters Score -1.914647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 147928 members 
Entering Unmasked Estep 
Score: -19146458.000000 Penalty: 5910.164062
	Iteration 48Q: 3 clusters Score -1.914646e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 147950 members 
Entering Unmasked Estep 
Score: -19146438.000000 Penalty: 5910.164062
	Iteration 49Q: 3 clusters Score -1.914644e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 147970 members 
Entering Unmasked Estep 
Score: -19146442.000000 Penalty: 5910.164062
	Iteration 50Q: 3 clusters Score -1.914644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 147977 members 
Entering Unmasked Estep 
Score: -19146436.000000 Penalty: 5910.164062
	Iteration 51Q: 3 clusters Score -1.914644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 147985 members 
Entering Unmasked Estep 
Score: -19146442.000000 Penalty: 5910.164062
	Iteration 52Q: 3 clusters Score -1.914644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 147995 members 
Entering Unmasked Estep 
Score: -19146452.000000 Penalty: 5910.164062
	Iteration 53Q: 3 clusters Score -1.914645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 148002 members 
Entering Unmasked Estep 
Score: -19146452.000000 Penalty: 5910.164062
	Iteration 54Q: 3 clusters Score -1.914645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 148007 members 
Entering Unmasked Estep 
Score: -19146444.000000 Penalty: 5910.164062
	Iteration 55Q: 3 clusters Score -1.914644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 148010 members 
Entering Unmasked Estep 
Score: -19146454.000000 Penalty: 5910.164062
	Iteration 56Q: 3 clusters Score -1.914645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 148016 members 
Entering Unmasked Estep 
Score: -19146474.000000 Penalty: 5910.164062
	Iteration 57Q: 3 clusters Score -1.914647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 148022 members 
Entering Unmasked Estep 
Score: -19146476.000000 Penalty: 5910.164062
	Iteration 58Q: 3 clusters Score -1.914648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 148026 members 
Entering Unmasked Estep 
Score: -19146486.000000 Penalty: 5910.164062
	Iteration 59Q: 3 clusters Score -1.914649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 148028 members 
Entering Unmasked Estep 
Score: -19146484.000000 Penalty: 5910.164062
	Iteration 60F: 3 clusters Score -1.914648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 148030 members 
Entering Unmasked Estep 
Score: -19146486.000000 Penalty: 5910.164062
	Iteration 61Q: 3 clusters Score -1.914649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 148032 members 
Entering Unmasked Estep 
Score: -19146478.000000 Penalty: 5910.164062
	Iteration 62Q: 3 clusters Score -1.914648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 148034 members 
Entering Unmasked Estep 
Score: -19146474.000000 Penalty: 5910.164062
	Iteration 63Q: 3 clusters Score -1.914647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 148035 members 
Entering Unmasked Estep 
Score: -19146474.000000 Penalty: 5910.164062
	Iteration 64Q: 3 clusters Score -1.914647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 148037 members 
Entering Unmasked Estep 
Score: -19146470.000000 Penalty: 5910.164062
	Iteration 65Q: 3 clusters Score -1.914647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 148038 members 
Entering Unmasked Estep 
Score: -19146464.000000 Penalty: 5910.164062
	Iteration 66Q: 3 clusters Score -1.914646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 148039 members 
Entering Unmasked Estep 
Score: -19146472.000000 Penalty: 5910.164062
	Iteration 67Q: 3 clusters Score -1.914647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 148043 members 
Entering Unmasked Estep 
Score: -19146478.000000 Penalty: 5910.164062
	Iteration 68Q: 3 clusters Score -1.914648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 148047 members 
Entering Unmasked Estep 
Score: -19146488.000000 Penalty: 5910.164062
	Iteration 69Q: 3 clusters Score -1.914649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 148055 members 
Entering Unmasked Estep 
Score: -19146482.000000 Penalty: 5910.164062
	Iteration 70Q: 3 clusters Score -1.914648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 148061 members 
Entering Unmasked Estep 
Score: -19146468.000000 Penalty: 5910.164062
	Iteration 71Q: 3 clusters Score -1.914647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 148063 members 
Entering Unmasked Estep 
Score: -19146482.000000 Penalty: 5910.164062
	Iteration 72Q: 3 clusters Score -1.914648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 148064 members 
Entering Unmasked Estep 
Score: -19146482.000000 Penalty: 5910.164062
	Iteration 73Q: 3 clusters Score -1.914648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 148064 members 
Entering Unmasked Estep 
Score: -19146482.000000 Penalty: 5910.164062
	Iteration 74F: 3 clusters Score -1.914648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57270 members 
Entering Unmasked Estep 
Score: -7057434.000000 Penalty: 2716.971924
	Iteration 0F: 2 clusters Score -7057434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -7019159.500000 Penalty: 5433.943848
	Iteration 0F: 3 clusters Score -7019160 nChanged 26359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -7033621.000000 Penalty: 5433.943848
	Iteration 1F: 3 clusters Score -7033621 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -7034145.500000 Penalty: 5433.943848
	Iteration 2Q: 3 clusters Score -7034146 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -7034679.500000 Penalty: 5433.943848
	Iteration 3Q: 3 clusters Score -7034680 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -7035354.000000 Penalty: 5433.943848
	Iteration 4Q: 3 clusters Score -7035354 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -7036234.000000 Penalty: 5433.943848
	Iteration 5Q: 3 clusters Score -7036234 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -7037754.500000 Penalty: 5433.943848
	Iteration 6F: 3 clusters Score -7037754 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -7040163.500000 Penalty: 5433.943848
	Iteration 7F: 3 clusters Score -7040164 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -7043590.500000 Penalty: 5433.943848
	Iteration 8F: 3 clusters Score -7043590 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -7047902.000000 Penalty: 5433.943848
	Iteration 9F: 3 clusters Score -7047902 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -7051495.000000 Penalty: 5433.943848
	Iteration 10F: 3 clusters Score -7051495 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7053494.000000 Penalty: 5433.943848
	Iteration 11Q: 3 clusters Score -7053494 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7054422.000000 Penalty: 5433.943848
	Iteration 12Q: 3 clusters Score -7054422 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7054817.500000 Penalty: 5433.943848
	Iteration 13Q: 3 clusters Score -7054818 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7054977.000000 Penalty: 5433.943848
	Iteration 14Q: 3 clusters Score -7054977 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7055045.000000 Penalty: 5433.943848
	Iteration 15Q: 3 clusters Score -7055045 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7055104.500000 Penalty: 5433.943848
	Iteration 16Q: 3 clusters Score -7055104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7055148.500000 Penalty: 5433.943848
	Iteration 17Q: 3 clusters Score -7055148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7055166.000000 Penalty: 5433.943848
	Iteration 18Q: 3 clusters Score -7055166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7055183.000000 Penalty: 5433.943848
	Iteration 19Q: 3 clusters Score -7055183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7055186.500000 Penalty: 5433.943848
	Iteration 20F: 3 clusters Score -7055186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7055195.000000 Penalty: 5433.943848
	Iteration 21Q: 3 clusters Score -7055195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7055191.500000 Penalty: 5433.943848
	Iteration 22Q: 3 clusters Score -7055192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7055197.000000 Penalty: 5433.943848
	Iteration 23Q: 3 clusters Score -7055197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56944 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7055207.000000 Penalty: 5433.943848
	Iteration 24Q: 3 clusters Score -7055207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7055212.500000 Penalty: 5433.943848
	Iteration 25Q: 3 clusters Score -7055212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7055209.500000 Penalty: 5433.943848
	Iteration 26Q: 3 clusters Score -7055210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7055211.000000 Penalty: 5433.943848
	Iteration 27Q: 3 clusters Score -7055211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7055210.500000 Penalty: 5433.943848
	Iteration 28Q: 3 clusters Score -7055210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7055212.000000 Penalty: 5433.943848
	Iteration 29Q: 3 clusters Score -7055212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7055212.000000 Penalty: 5433.943848
	Iteration 30F: 3 clusters Score -7055212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Entering Unmasked Estep 
Score: -506321.000000 Penalty: 2059.821289
	Iteration 0F: 2 clusters Score -506321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -502355.375000 Penalty: 4119.642578
	Iteration 0F: 3 clusters Score -502355.4 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -503272.062500 Penalty: 4119.642578
	Iteration 1F: 3 clusters Score -503272.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -503479.031250 Penalty: 4119.642578
	Iteration 2F: 3 clusters Score -503479 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -503633.437500 Penalty: 4119.642578
	Iteration 3F: 3 clusters Score -503633.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -503718.156250 Penalty: 4119.642578
	Iteration 4Q: 3 clusters Score -503718.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -503770.093750 Penalty: 4119.642578
	Iteration 5Q: 3 clusters Score -503770.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -503820.937500 Penalty: 4119.642578
	Iteration 6Q: 3 clusters Score -503820.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -503867.156250 Penalty: 4119.642578
	Iteration 7Q: 3 clusters Score -503867.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -503912.375000 Penalty: 4119.642578
	Iteration 8Q: 3 clusters Score -503912.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -503950.000000 Penalty: 4119.642578
	Iteration 9Q: 3 clusters Score -503950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -503987.156250 Penalty: 4119.642578
	Iteration 10Q: 3 clusters Score -503987.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -504020.656250 Penalty: 4119.642578
	Iteration 11Q: 3 clusters Score -504020.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -504056.437500 Penalty: 4119.642578
	Iteration 12Q: 3 clusters Score -504056.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -504089.375000 Penalty: 4119.642578
	Iteration 13Q: 3 clusters Score -504089.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -504116.437500 Penalty: 4119.642578
	Iteration 14Q: 3 clusters Score -504116.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -504134.406250 Penalty: 4119.642578
	Iteration 15Q: 3 clusters Score -504134.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -504155.343750 Penalty: 4119.642578
	Iteration 16Q: 3 clusters Score -504155.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -504179.375000 Penalty: 4119.642578
	Iteration 17Q: 3 clusters Score -504179.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -504198.937500 Penalty: 4119.642578
	Iteration 18Q: 3 clusters Score -504198.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -504218.906250 Penalty: 4119.642578
	Iteration 19Q: 3 clusters Score -504218.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -504234.375000 Penalty: 4119.642578
	Iteration 20F: 3 clusters Score -504234.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -504247.750000 Penalty: 4119.642578
	Iteration 21Q: 3 clusters Score -504247.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -504263.312500 Penalty: 4119.642578
	Iteration 22Q: 3 clusters Score -504263.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -504276.937500 Penalty: 4119.642578
	Iteration 23Q: 3 clusters Score -504276.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -504290.000000 Penalty: 4119.642578
	Iteration 24Q: 3 clusters Score -504290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -504300.937500 Penalty: 4119.642578
	Iteration 25Q: 3 clusters Score -504300.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -504315.875000 Penalty: 4119.642578
	Iteration 26Q: 3 clusters Score -504315.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -504332.593750 Penalty: 4119.642578
	Iteration 27Q: 3 clusters Score -504332.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -504347.531250 Penalty: 4119.642578
	Iteration 28Q: 3 clusters Score -504347.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -504362.625000 Penalty: 4119.642578
	Iteration 29Q: 3 clusters Score -504362.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -504377.937500 Penalty: 4119.642578
	Iteration 30Q: 3 clusters Score -504377.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -504392.687500 Penalty: 4119.642578
	Iteration 31Q: 3 clusters Score -504392.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -504406.125000 Penalty: 4119.642578
	Iteration 32Q: 3 clusters Score -504406.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -504420.593750 Penalty: 4119.642578
	Iteration 33Q: 3 clusters Score -504420.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -504429.437500 Penalty: 4119.642578
	Iteration 34Q: 3 clusters Score -504429.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -504436.875000 Penalty: 4119.642578
	Iteration 35Q: 3 clusters Score -504436.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -504443.562500 Penalty: 4119.642578
	Iteration 36Q: 3 clusters Score -504443.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -504451.062500 Penalty: 4119.642578
	Iteration 37Q: 3 clusters Score -504451.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -504463.125000 Penalty: 4119.642578
	Iteration 38Q: 3 clusters Score -504463.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -504474.125000 Penalty: 4119.642578
	Iteration 39Q: 3 clusters Score -504474.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -504478.593750 Penalty: 4119.642578
	Iteration 40F: 3 clusters Score -504478.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -504481.812500 Penalty: 4119.642578
	Iteration 41Q: 3 clusters Score -504481.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -504486.625000 Penalty: 4119.642578
	Iteration 42Q: 3 clusters Score -504486.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -504491.343750 Penalty: 4119.642578
	Iteration 43Q: 3 clusters Score -504491.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -504495.625000 Penalty: 4119.642578
	Iteration 44Q: 3 clusters Score -504495.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -504499.750000 Penalty: 4119.642578
	Iteration 45Q: 3 clusters Score -504499.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -504504.937500 Penalty: 4119.642578
	Iteration 46Q: 3 clusters Score -504504.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -504508.625000 Penalty: 4119.642578
	Iteration 47Q: 3 clusters Score -504508.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -504517.125000 Penalty: 4119.642578
	Iteration 48Q: 3 clusters Score -504517.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -504524.687500 Penalty: 4119.642578
	Iteration 49Q: 3 clusters Score -504524.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -504532.593750 Penalty: 4119.642578
	Iteration 50Q: 3 clusters Score -504532.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -504541.531250 Penalty: 4119.642578
	Iteration 51Q: 3 clusters Score -504541.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -504551.000000 Penalty: 4119.642578
	Iteration 52Q: 3 clusters Score -504551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -504558.000000 Penalty: 4119.642578
	Iteration 53Q: 3 clusters Score -504558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -504562.937500 Penalty: 4119.642578
	Iteration 54Q: 3 clusters Score -504562.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -504566.312500 Penalty: 4119.642578
	Iteration 55Q: 3 clusters Score -504566.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -504572.062500 Penalty: 4119.642578
	Iteration 56Q: 3 clusters Score -504572.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -504579.000000 Penalty: 4119.642578
	Iteration 57Q: 3 clusters Score -504579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -504587.718750 Penalty: 4119.642578
	Iteration 58Q: 3 clusters Score -504587.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -504595.718750 Penalty: 4119.642578
	Iteration 59Q: 3 clusters Score -504595.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -504601.812500 Penalty: 4119.642578
	Iteration 60F: 3 clusters Score -504601.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -504607.312500 Penalty: 4119.642578
	Iteration 61Q: 3 clusters Score -504607.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -504612.125000 Penalty: 4119.642578
	Iteration 62Q: 3 clusters Score -504612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -504614.187500 Penalty: 4119.642578
	Iteration 63Q: 3 clusters Score -504614.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -504616.562500 Penalty: 4119.642578
	Iteration 64Q: 3 clusters Score -504616.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -504620.687500 Penalty: 4119.642578
	Iteration 65Q: 3 clusters Score -504620.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -504623.625000 Penalty: 4119.642578
	Iteration 66Q: 3 clusters Score -504623.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -504626.250000 Penalty: 4119.642578
	Iteration 67Q: 3 clusters Score -504626.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -504628.437500 Penalty: 4119.642578
	Iteration 68Q: 3 clusters Score -504628.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -504633.625000 Penalty: 4119.642578
	Iteration 69Q: 3 clusters Score -504633.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -504643.187500 Penalty: 4119.642578
	Iteration 70Q: 3 clusters Score -504643.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -504652.093750 Penalty: 4119.642578
	Iteration 71Q: 3 clusters Score -504652.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -504655.343750 Penalty: 4119.642578
	Iteration 72Q: 3 clusters Score -504655.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -504659.718750 Penalty: 4119.642578
	Iteration 73Q: 3 clusters Score -504659.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -504663.250000 Penalty: 4119.642578
	Iteration 74Q: 3 clusters Score -504663.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -504665.625000 Penalty: 4119.642578
	Iteration 75Q: 3 clusters Score -504665.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -504667.250000 Penalty: 4119.642578
	Iteration 76Q: 3 clusters Score -504667.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -504670.718750 Penalty: 4119.642578
	Iteration 77Q: 3 clusters Score -504670.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -504673.687500 Penalty: 4119.642578
	Iteration 78Q: 3 clusters Score -504673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -504675.218750 Penalty: 4119.642578
	Iteration 79Q: 3 clusters Score -504675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -504677.093750 Penalty: 4119.642578
	Iteration 80F: 3 clusters Score -504677.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -504679.125000 Penalty: 4119.642578
	Iteration 81Q: 3 clusters Score -504679.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -504679.125000 Penalty: 4119.642578
	Iteration 82F: 3 clusters Score -504679.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Entering Unmasked Estep 
Score: -4930056.500000 Penalty: 2620.584229
	Iteration 0F: 2 clusters Score -4930056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -4903990.000000 Penalty: 5241.168457
	Iteration 0F: 3 clusters Score -4903990 nChanged 17552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -4913373.500000 Penalty: 5241.168457
	Iteration 1F: 3 clusters Score -4913374 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -4913807.500000 Penalty: 5241.168457
	Iteration 2Q: 3 clusters Score -4913808 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -4914200.000000 Penalty: 5241.168457
	Iteration 3Q: 3 clusters Score -4914200 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -4914615.500000 Penalty: 5241.168457
	Iteration 4Q: 3 clusters Score -4914616 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -4915133.500000 Penalty: 5241.168457
	Iteration 5Q: 3 clusters Score -4915134 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -4915980.000000 Penalty: 5241.168457
	Iteration 6Q: 3 clusters Score -4915980 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -4917334.000000 Penalty: 5241.168457
	Iteration 7F: 3 clusters Score -4917334 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -4919551.000000 Penalty: 5241.168457
	Iteration 8F: 3 clusters Score -4919551 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -4922277.500000 Penalty: 5241.168457
	Iteration 9F: 3 clusters Score -4922278 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -4924910.000000 Penalty: 5241.168457
	Iteration 10F: 3 clusters Score -4924910 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -4926563.000000 Penalty: 5241.168457
	Iteration 11Q: 3 clusters Score -4926563 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -4927305.000000 Penalty: 5241.168457
	Iteration 12Q: 3 clusters Score -4927305 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -4927560.000000 Penalty: 5241.168457
	Iteration 13Q: 3 clusters Score -4927560 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -4927668.000000 Penalty: 5241.168457
	Iteration 14Q: 3 clusters Score -4927668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -4927722.500000 Penalty: 5241.168457
	Iteration 15Q: 3 clusters Score -4927722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -4927752.000000 Penalty: 5241.168457
	Iteration 16Q: 3 clusters Score -4927752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -4927763.500000 Penalty: 5241.168457
	Iteration 17Q: 3 clusters Score -4927764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -4927764.000000 Penalty: 5241.168457
	Iteration 18Q: 3 clusters Score -4927764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -4927773.000000 Penalty: 5241.168457
	Iteration 19Q: 3 clusters Score -4927773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -4927772.500000 Penalty: 5241.168457
	Iteration 20F: 3 clusters Score -4927772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -4927775.000000 Penalty: 5241.168457
	Iteration 21Q: 3 clusters Score -4927775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -4927775.000000 Penalty: 5241.168457
	Iteration 22F: 3 clusters Score -4927775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (152423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152423 members 
Entering Unmasked Estep 
Score: -19343364.000000 Penalty: 2959.734863
	Iteration 0F: 2 clusters Score -1.934336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -19243172.000000 Penalty: 5919.469727
	Iteration 0F: 3 clusters Score -1.924317e+07 nChanged 72758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 75362 members 
Entering Unmasked Estep 
Score: -19285316.000000 Penalty: 5919.469727
	Iteration 1F: 3 clusters Score -1.928532e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 74831 members 
Entering Unmasked Estep 
Score: -19286286.000000 Penalty: 5919.469727
	Iteration 2Q: 3 clusters Score -1.928629e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
Score: -19287304.000000 Penalty: 5919.469727
	Iteration 3Q: 3 clusters Score -1.92873e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -19288562.000000 Penalty: 5919.469727
	Iteration 4Q: 3 clusters Score -1.928856e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81213 members 
Mstep: Class 2 contains 71210 members 
Entering Unmasked Estep 
Score: -19289948.000000 Penalty: 5919.469727
	Iteration 5Q: 3 clusters Score -1.928995e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
Score: -19292142.000000 Penalty: 5919.469727
	Iteration 6Q: 3 clusters Score -1.929214e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 65852 members 
Entering Unmasked Estep 
Score: -19295412.000000 Penalty: 5919.469727
	Iteration 7Q: 3 clusters Score -1.929541e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 61807 members 
Entering Unmasked Estep 
Score: -19300358.000000 Penalty: 5919.469727
	Iteration 8F: 3 clusters Score -1.930036e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -19306906.000000 Penalty: 5919.469727
	Iteration 9F: 3 clusters Score -1.930691e+07 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99572 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -19313530.000000 Penalty: 5919.469727
	Iteration 10F: 3 clusters Score -1.931353e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103197 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -19318684.000000 Penalty: 5919.469727
	Iteration 11F: 3 clusters Score -1.931868e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106073 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -19321624.000000 Penalty: 5919.469727
	Iteration 12Q: 3 clusters Score -1.932162e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108506 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -19323064.000000 Penalty: 5919.469727
	Iteration 13Q: 3 clusters Score -1.932306e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110810 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -19324070.000000 Penalty: 5919.469727
	Iteration 14Q: 3 clusters Score -1.932407e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113109 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -19324862.000000 Penalty: 5919.469727
	Iteration 15Q: 3 clusters Score -1.932486e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115428 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -19325718.000000 Penalty: 5919.469727
	Iteration 16Q: 3 clusters Score -1.932572e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117857 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -19326618.000000 Penalty: 5919.469727
	Iteration 17Q: 3 clusters Score -1.932662e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120330 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -19327560.000000 Penalty: 5919.469727
	Iteration 18Q: 3 clusters Score -1.932756e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122873 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -19328762.000000 Penalty: 5919.469727
	Iteration 19Q: 3 clusters Score -1.932876e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125456 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -19329900.000000 Penalty: 5919.469727
	Iteration 20F: 3 clusters Score -1.93299e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128007 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -19331126.000000 Penalty: 5919.469727
	Iteration 21Q: 3 clusters Score -1.933113e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130532 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -19332308.000000 Penalty: 5919.469727
	Iteration 22Q: 3 clusters Score -1.933231e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132977 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -19333404.000000 Penalty: 5919.469727
	Iteration 23Q: 3 clusters Score -1.93334e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135345 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -19334678.000000 Penalty: 5919.469727
	Iteration 24Q: 3 clusters Score -1.933468e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137563 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -19335822.000000 Penalty: 5919.469727
	Iteration 25Q: 3 clusters Score -1.933582e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139632 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -19336926.000000 Penalty: 5919.469727
	Iteration 26Q: 3 clusters Score -1.933693e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141549 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -19337848.000000 Penalty: 5919.469727
	Iteration 27Q: 3 clusters Score -1.933785e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143236 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -19338544.000000 Penalty: 5919.469727
	Iteration 28Q: 3 clusters Score -1.933854e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144592 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -19339056.000000 Penalty: 5919.469727
	Iteration 29Q: 3 clusters Score -1.933906e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145643 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -19339470.000000 Penalty: 5919.469727
	Iteration 30Q: 3 clusters Score -1.933947e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146531 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -19339846.000000 Penalty: 5919.469727
	Iteration 31Q: 3 clusters Score -1.933985e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147257 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -19340146.000000 Penalty: 5919.469727
	Iteration 32Q: 3 clusters Score -1.934015e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147858 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -19340342.000000 Penalty: 5919.469727
	Iteration 33Q: 3 clusters Score -1.934034e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148345 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -19340522.000000 Penalty: 5919.469727
	Iteration 34Q: 3 clusters Score -1.934052e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148727 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -19340682.000000 Penalty: 5919.469727
	Iteration 35Q: 3 clusters Score -1.934068e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149029 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -19340746.000000 Penalty: 5919.469727
	Iteration 36Q: 3 clusters Score -1.934075e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149262 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -19340840.000000 Penalty: 5919.469727
	Iteration 37Q: 3 clusters Score -1.934084e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149481 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -19340930.000000 Penalty: 5919.469727
	Iteration 38Q: 3 clusters Score -1.934093e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149673 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -19340956.000000 Penalty: 5919.469727
	Iteration 39Q: 3 clusters Score -1.934096e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149838 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -19340954.000000 Penalty: 5919.469727
	Iteration 40F: 3 clusters Score -1.934095e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149974 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -19341000.000000 Penalty: 5919.469727
	Iteration 41Q: 3 clusters Score -1.9341e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150078 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -19341032.000000 Penalty: 5919.469727
	Iteration 42Q: 3 clusters Score -1.934103e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150160 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -19341038.000000 Penalty: 5919.469727
	Iteration 43Q: 3 clusters Score -1.934104e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150233 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -19341048.000000 Penalty: 5919.469727
	Iteration 44Q: 3 clusters Score -1.934105e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150293 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -19341076.000000 Penalty: 5919.469727
	Iteration 45Q: 3 clusters Score -1.934108e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150353 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -19341072.000000 Penalty: 5919.469727
	Iteration 46Q: 3 clusters Score -1.934107e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150399 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -19341104.000000 Penalty: 5919.469727
	Iteration 47Q: 3 clusters Score -1.93411e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150437 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -19341120.000000 Penalty: 5919.469727
	Iteration 48Q: 3 clusters Score -1.934112e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150475 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -19341126.000000 Penalty: 5919.469727
	Iteration 49Q: 3 clusters Score -1.934113e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150502 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -19341120.000000 Penalty: 5919.469727
	Iteration 50Q: 3 clusters Score -1.934112e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150528 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -19341130.000000 Penalty: 5919.469727
	Iteration 51Q: 3 clusters Score -1.934113e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150548 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -19341116.000000 Penalty: 5919.469727
	Iteration 52Q: 3 clusters Score -1.934112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150570 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -19341118.000000 Penalty: 5919.469727
	Iteration 53Q: 3 clusters Score -1.934112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150588 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -19341118.000000 Penalty: 5919.469727
	Iteration 54Q: 3 clusters Score -1.934112e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150601 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -19341134.000000 Penalty: 5919.469727
	Iteration 55Q: 3 clusters Score -1.934113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150615 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -19341120.000000 Penalty: 5919.469727
	Iteration 56Q: 3 clusters Score -1.934112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150624 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -19341136.000000 Penalty: 5919.469727
	Iteration 57Q: 3 clusters Score -1.934114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150634 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -19341142.000000 Penalty: 5919.469727
	Iteration 58Q: 3 clusters Score -1.934114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150641 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -19341140.000000 Penalty: 5919.469727
	Iteration 59Q: 3 clusters Score -1.934114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150642 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -19341148.000000 Penalty: 5919.469727
	Iteration 60F: 3 clusters Score -1.934115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150641 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -19341148.000000 Penalty: 5919.469727
	Iteration 61Q: 3 clusters Score -1.934115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150646 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -19341136.000000 Penalty: 5919.469727
	Iteration 62Q: 3 clusters Score -1.934114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150648 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -19341136.000000 Penalty: 5919.469727
	Iteration 63Q: 3 clusters Score -1.934114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150650 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -19341138.000000 Penalty: 5919.469727
	Iteration 64Q: 3 clusters Score -1.934114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150652 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -19341134.000000 Penalty: 5919.469727
	Iteration 65Q: 3 clusters Score -1.934113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150655 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -19341134.000000 Penalty: 5919.469727
	Iteration 66Q: 3 clusters Score -1.934113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150657 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -19341132.000000 Penalty: 5919.469727
	Iteration 67Q: 3 clusters Score -1.934113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150657 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -19341132.000000 Penalty: 5919.469727
	Iteration 68F: 3 clusters Score -1.934113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -36731.542969 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -36731.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35348.968750 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -35348.97 nChanged 50
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: -35533.179688 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -35533.18 nChanged 21
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: -35609.664062 Penalty: 2913.965820
	Iteration 2F: 3 clusters Score -35609.66 nChanged 10
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: -35656.613281 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -35656.61 nChanged 4
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: -35674.011719 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -35674.01 nChanged 4
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: -35692.781250 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -35692.78 nChanged 3
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: -35701.382812 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -35701.38 nChanged 2
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: -35708.894531 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -35708.89 nChanged 1
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: -35710.980469 Penalty: 2913.965820
	Iteration 8Q: 3 clusters Score -35710.98 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: -35713.527344 Penalty: 2913.965820
	Iteration 9Q: 3 clusters Score -35713.53 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: -35713.527344 Penalty: 2913.965820
	Iteration 10F: 3 clusters Score -35713.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (148134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148134 members 
Entering Unmasked Estep 
Score: -19093152.000000 Penalty: 2952.656250
	Iteration 0F: 2 clusters Score -1.909315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74190 members 
Mstep: Class 2 contains 73944 members 
Entering Unmasked Estep 
Score: -18998642.000000 Penalty: 5905.312500
	Iteration 0F: 3 clusters Score -1.899864e+07 nChanged 70598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74258 members 
Mstep: Class 2 contains 73876 members 
Entering Unmasked Estep 
Score: -19039206.000000 Penalty: 5905.312500
	Iteration 1F: 3 clusters Score -1.903921e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -19040246.000000 Penalty: 5905.312500
	Iteration 2Q: 3 clusters Score -1.904025e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73717 members 
Mstep: Class 2 contains 74417 members 
Entering Unmasked Estep 
Score: -19041596.000000 Penalty: 5905.312500
	Iteration 3Q: 3 clusters Score -1.90416e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 74879 members 
Entering Unmasked Estep 
Score: -19042994.000000 Penalty: 5905.312500
	Iteration 4Q: 3 clusters Score -1.904299e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -19045302.000000 Penalty: 5905.312500
	Iteration 5Q: 3 clusters Score -1.90453e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -19048540.000000 Penalty: 5905.312500
	Iteration 6Q: 3 clusters Score -1.904854e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 76981 members 
Entering Unmasked Estep 
Score: -19052890.000000 Penalty: 5905.312500
	Iteration 7F: 3 clusters Score -1.905289e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 77840 members 
Entering Unmasked Estep 
Score: -19058408.000000 Penalty: 5905.312500
	Iteration 8F: 3 clusters Score -1.905841e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69313 members 
Mstep: Class 2 contains 78821 members 
Entering Unmasked Estep 
Score: -19065166.000000 Penalty: 5905.312500
	Iteration 9F: 3 clusters Score -1.906517e+07 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68423 members 
Mstep: Class 2 contains 79711 members 
Entering Unmasked Estep 
Score: -19070996.000000 Penalty: 5905.312500
	Iteration 10F: 3 clusters Score -1.9071e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67618 members 
Mstep: Class 2 contains 80516 members 
Entering Unmasked Estep 
Score: -19073860.000000 Penalty: 5905.312500
	Iteration 11Q: 3 clusters Score -1.907386e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 81179 members 
Entering Unmasked Estep 
Score: -19074984.000000 Penalty: 5905.312500
	Iteration 12Q: 3 clusters Score -1.907498e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -19075516.000000 Penalty: 5905.312500
	Iteration 13Q: 3 clusters Score -1.907552e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 82551 members 
Entering Unmasked Estep 
Score: -19075752.000000 Penalty: 5905.312500
	Iteration 14Q: 3 clusters Score -1.907575e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -19075912.000000 Penalty: 5905.312500
	Iteration 15Q: 3 clusters Score -1.907591e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 84148 members 
Entering Unmasked Estep 
Score: -19076152.000000 Penalty: 5905.312500
	Iteration 16Q: 3 clusters Score -1.907615e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 85021 members 
Entering Unmasked Estep 
Score: -19076352.000000 Penalty: 5905.312500
	Iteration 17Q: 3 clusters Score -1.907635e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 85889 members 
Entering Unmasked Estep 
Score: -19076480.000000 Penalty: 5905.312500
	Iteration 18Q: 3 clusters Score -1.907648e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61323 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -19076744.000000 Penalty: 5905.312500
	Iteration 19Q: 3 clusters Score -1.907674e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -19076874.000000 Penalty: 5905.312500
	Iteration 20F: 3 clusters Score -1.907687e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 88744 members 
Entering Unmasked Estep 
Score: -19076952.000000 Penalty: 5905.312500
	Iteration 21Q: 3 clusters Score -1.907695e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 89759 members 
Entering Unmasked Estep 
Score: -19077092.000000 Penalty: 5905.312500
	Iteration 22Q: 3 clusters Score -1.907709e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 90805 members 
Entering Unmasked Estep 
Score: -19077290.000000 Penalty: 5905.312500
	Iteration 23Q: 3 clusters Score -1.907729e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56189 members 
Mstep: Class 2 contains 91945 members 
Entering Unmasked Estep 
Score: -19077516.000000 Penalty: 5905.312500
	Iteration 24Q: 3 clusters Score -1.907752e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 93102 members 
Entering Unmasked Estep 
Score: -19077638.000000 Penalty: 5905.312500
	Iteration 25Q: 3 clusters Score -1.907764e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 94295 members 
Entering Unmasked Estep 
Score: -19077734.000000 Penalty: 5905.312500
	Iteration 26Q: 3 clusters Score -1.907773e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -19078006.000000 Penalty: 5905.312500
	Iteration 27Q: 3 clusters Score -1.907801e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 96998 members 
Entering Unmasked Estep 
Score: -19078290.000000 Penalty: 5905.312500
	Iteration 28Q: 3 clusters Score -1.907829e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 98484 members 
Entering Unmasked Estep 
Score: -19078596.000000 Penalty: 5905.312500
	Iteration 29Q: 3 clusters Score -1.90786e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 100015 members 
Entering Unmasked Estep 
Score: -19078916.000000 Penalty: 5905.312500
	Iteration 30Q: 3 clusters Score -1.907892e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 101642 members 
Entering Unmasked Estep 
Score: -19079186.000000 Penalty: 5905.312500
	Iteration 31Q: 3 clusters Score -1.907919e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 103273 members 
Entering Unmasked Estep 
Score: -19079514.000000 Penalty: 5905.312500
	Iteration 32Q: 3 clusters Score -1.907951e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 105000 members 
Entering Unmasked Estep 
Score: -19079756.000000 Penalty: 5905.312500
	Iteration 33Q: 3 clusters Score -1.907976e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 106783 members 
Entering Unmasked Estep 
Score: -19080016.000000 Penalty: 5905.312500
	Iteration 34Q: 3 clusters Score -1.908002e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 108602 members 
Entering Unmasked Estep 
Score: -19080348.000000 Penalty: 5905.312500
	Iteration 35Q: 3 clusters Score -1.908035e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 110423 members 
Entering Unmasked Estep 
Score: -19080784.000000 Penalty: 5905.312500
	Iteration 36Q: 3 clusters Score -1.908078e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 112230 members 
Entering Unmasked Estep 
Score: -19081084.000000 Penalty: 5905.312500
	Iteration 37Q: 3 clusters Score -1.908108e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 114166 members 
Entering Unmasked Estep 
Score: -19081502.000000 Penalty: 5905.312500
	Iteration 38Q: 3 clusters Score -1.90815e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 116128 members 
Entering Unmasked Estep 
Score: -19081948.000000 Penalty: 5905.312500
	Iteration 39Q: 3 clusters Score -1.908195e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 118109 members 
Entering Unmasked Estep 
Score: -19082492.000000 Penalty: 5905.312500
	Iteration 40F: 3 clusters Score -1.908249e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 120121 members 
Entering Unmasked Estep 
Score: -19082858.000000 Penalty: 5905.312500
	Iteration 41Q: 3 clusters Score -1.908286e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 122053 members 
Entering Unmasked Estep 
Score: -19083334.000000 Penalty: 5905.312500
	Iteration 42Q: 3 clusters Score -1.908333e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 123924 members 
Entering Unmasked Estep 
Score: -19083878.000000 Penalty: 5905.312500
	Iteration 43Q: 3 clusters Score -1.908388e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 125699 members 
Entering Unmasked Estep 
Score: -19084346.000000 Penalty: 5905.312500
	Iteration 44Q: 3 clusters Score -1.908435e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 127406 members 
Entering Unmasked Estep 
Score: -19084920.000000 Penalty: 5905.312500
	Iteration 45Q: 3 clusters Score -1.908492e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 129133 members 
Entering Unmasked Estep 
Score: -19085482.000000 Penalty: 5905.312500
	Iteration 46Q: 3 clusters Score -1.908548e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 130767 members 
Entering Unmasked Estep 
Score: -19086048.000000 Penalty: 5905.312500
	Iteration 47Q: 3 clusters Score -1.908605e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 132416 members 
Entering Unmasked Estep 
Score: -19086566.000000 Penalty: 5905.312500
	Iteration 48Q: 3 clusters Score -1.908657e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 133982 members 
Entering Unmasked Estep 
Score: -19087086.000000 Penalty: 5905.312500
	Iteration 49Q: 3 clusters Score -1.908709e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 135414 members 
Entering Unmasked Estep 
Score: -19087622.000000 Penalty: 5905.312500
	Iteration 50Q: 3 clusters Score -1.908762e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 136801 members 
Entering Unmasked Estep 
Score: -19088068.000000 Penalty: 5905.312500
	Iteration 51Q: 3 clusters Score -1.908807e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 138095 members 
Entering Unmasked Estep 
Score: -19088498.000000 Penalty: 5905.312500
	Iteration 52Q: 3 clusters Score -1.90885e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 139328 members 
Entering Unmasked Estep 
Score: -19088968.000000 Penalty: 5905.312500
	Iteration 53Q: 3 clusters Score -1.908897e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 140437 members 
Entering Unmasked Estep 
Score: -19089306.000000 Penalty: 5905.312500
	Iteration 54Q: 3 clusters Score -1.908931e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 141444 members 
Entering Unmasked Estep 
Score: -19089526.000000 Penalty: 5905.312500
	Iteration 55Q: 3 clusters Score -1.908953e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 142299 members 
Entering Unmasked Estep 
Score: -19089712.000000 Penalty: 5905.312500
	Iteration 56Q: 3 clusters Score -1.908971e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 143049 members 
Entering Unmasked Estep 
Score: -19089828.000000 Penalty: 5905.312500
	Iteration 57Q: 3 clusters Score -1.908983e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 143697 members 
Entering Unmasked Estep 
Score: -19089894.000000 Penalty: 5905.312500
	Iteration 58Q: 3 clusters Score -1.908989e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 144279 members 
Entering Unmasked Estep 
Score: -19090144.000000 Penalty: 5905.312500
	Iteration 59Q: 3 clusters Score -1.909014e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 144768 members 
Entering Unmasked Estep 
Score: -19090310.000000 Penalty: 5905.312500
	Iteration 60F: 3 clusters Score -1.909031e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 145198 members 
Entering Unmasked Estep 
Score: -19090458.000000 Penalty: 5905.312500
	Iteration 61Q: 3 clusters Score -1.909046e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 145540 members 
Entering Unmasked Estep 
Score: -19090546.000000 Penalty: 5905.312500
	Iteration 62Q: 3 clusters Score -1.909055e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 145812 members 
Entering Unmasked Estep 
Score: -19090580.000000 Penalty: 5905.312500
	Iteration 63Q: 3 clusters Score -1.909058e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 146015 members 
Entering Unmasked Estep 
Score: -19090624.000000 Penalty: 5905.312500
	Iteration 64Q: 3 clusters Score -1.909062e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 146191 members 
Entering Unmasked Estep 
Score: -19090656.000000 Penalty: 5905.312500
	Iteration 65Q: 3 clusters Score -1.909066e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 146339 members 
Entering Unmasked Estep 
Score: -19090722.000000 Penalty: 5905.312500
	Iteration 66Q: 3 clusters Score -1.909072e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 146470 members 
Entering Unmasked Estep 
Score: -19090742.000000 Penalty: 5905.312500
	Iteration 67Q: 3 clusters Score -1.909074e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 146574 members 
Entering Unmasked Estep 
Score: -19090796.000000 Penalty: 5905.312500
	Iteration 68Q: 3 clusters Score -1.90908e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 146652 members 
Entering Unmasked Estep 
Score: -19090800.000000 Penalty: 5905.312500
	Iteration 69Q: 3 clusters Score -1.90908e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 146726 members 
Entering Unmasked Estep 
Score: -19090804.000000 Penalty: 5905.312500
	Iteration 70Q: 3 clusters Score -1.90908e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 146790 members 
Entering Unmasked Estep 
Score: -19090800.000000 Penalty: 5905.312500
	Iteration 71Q: 3 clusters Score -1.90908e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 146848 members 
Entering Unmasked Estep 
Score: -19090816.000000 Penalty: 5905.312500
	Iteration 72Q: 3 clusters Score -1.909082e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 146893 members 
Entering Unmasked Estep 
Score: -19090838.000000 Penalty: 5905.312500
	Iteration 73Q: 3 clusters Score -1.909084e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 146946 members 
Entering Unmasked Estep 
Score: -19090810.000000 Penalty: 5905.312500
	Iteration 74Q: 3 clusters Score -1.909081e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 146993 members 
Entering Unmasked Estep 
Score: -19090830.000000 Penalty: 5905.312500
	Iteration 75Q: 3 clusters Score -1.909083e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 147030 members 
Entering Unmasked Estep 
Score: -19090880.000000 Penalty: 5905.312500
	Iteration 76Q: 3 clusters Score -1.909088e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 147064 members 
Entering Unmasked Estep 
Score: -19090866.000000 Penalty: 5905.312500
	Iteration 77Q: 3 clusters Score -1.909087e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 147088 members 
Entering Unmasked Estep 
Score: -19090868.000000 Penalty: 5905.312500
	Iteration 78Q: 3 clusters Score -1.909087e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 147110 members 
Entering Unmasked Estep 
Score: -19090892.000000 Penalty: 5905.312500
	Iteration 79Q: 3 clusters Score -1.909089e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 147132 members 
Entering Unmasked Estep 
Score: -19090914.000000 Penalty: 5905.312500
	Iteration 80F: 3 clusters Score -1.909091e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 147151 members 
Entering Unmasked Estep 
Score: -19090946.000000 Penalty: 5905.312500
	Iteration 81Q: 3 clusters Score -1.909095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 147164 members 
Entering Unmasked Estep 
Score: -19090942.000000 Penalty: 5905.312500
	Iteration 82Q: 3 clusters Score -1.909094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 147176 members 
Entering Unmasked Estep 
Score: -19090930.000000 Penalty: 5905.312500
	Iteration 83Q: 3 clusters Score -1.909093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 147191 members 
Entering Unmasked Estep 
Score: -19090950.000000 Penalty: 5905.312500
	Iteration 84Q: 3 clusters Score -1.909095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 147203 members 
Entering Unmasked Estep 
Score: -19090962.000000 Penalty: 5905.312500
	Iteration 85Q: 3 clusters Score -1.909096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 147210 members 
Entering Unmasked Estep 
Score: -19090964.000000 Penalty: 5905.312500
	Iteration 86Q: 3 clusters Score -1.909096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 147214 members 
Entering Unmasked Estep 
Score: -19090966.000000 Penalty: 5905.312500
	Iteration 87Q: 3 clusters Score -1.909097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 147217 members 
Entering Unmasked Estep 
Score: -19090974.000000 Penalty: 5905.312500
	Iteration 88Q: 3 clusters Score -1.909097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 147219 members 
Entering Unmasked Estep 
Score: -19090982.000000 Penalty: 5905.312500
	Iteration 89Q: 3 clusters Score -1.909098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 147224 members 
Entering Unmasked Estep 
Score: -19090974.000000 Penalty: 5905.312500
	Iteration 90Q: 3 clusters Score -1.909097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 147229 members 
Entering Unmasked Estep 
Score: -19090968.000000 Penalty: 5905.312500
	Iteration 91Q: 3 clusters Score -1.909097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 147233 members 
Entering Unmasked Estep 
Score: -19090970.000000 Penalty: 5905.312500
	Iteration 92Q: 3 clusters Score -1.909097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 147234 members 
Entering Unmasked Estep 
Score: -19090972.000000 Penalty: 5905.312500
	Iteration 93Q: 3 clusters Score -1.909097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 147240 members 
Entering Unmasked Estep 
Score: -19090984.000000 Penalty: 5905.312500
	Iteration 94Q: 3 clusters Score -1.909098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 147242 members 
Entering Unmasked Estep 
Score: -19090988.000000 Penalty: 5905.312500
	Iteration 95Q: 3 clusters Score -1.909099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 147245 members 
Entering Unmasked Estep 
Score: -19090986.000000 Penalty: 5905.312500
	Iteration 96Q: 3 clusters Score -1.909099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 147248 members 
Entering Unmasked Estep 
Score: -19090996.000000 Penalty: 5905.312500
	Iteration 97Q: 3 clusters Score -1.9091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 147252 members 
Entering Unmasked Estep 
Score: -19091000.000000 Penalty: 5905.312500
	Iteration 98Q: 3 clusters Score -1.9091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 147257 members 
Entering Unmasked Estep 
Score: -19091002.000000 Penalty: 5905.312500
	Iteration 99Q: 3 clusters Score -1.9091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 147260 members 
Entering Unmasked Estep 
Score: -19091006.000000 Penalty: 5905.312500
	Iteration 100F: 3 clusters Score -1.909101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 147264 members 
Entering Unmasked Estep 
Score: -19091016.000000 Penalty: 5905.312500
	Iteration 101Q: 3 clusters Score -1.909102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 147266 members 
Entering Unmasked Estep 
Score: -19091012.000000 Penalty: 5905.312500
	Iteration 102Q: 3 clusters Score -1.909101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 147268 members 
Entering Unmasked Estep 
Score: -19091004.000000 Penalty: 5905.312500
	Iteration 103Q: 3 clusters Score -1.9091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 147270 members 
Entering Unmasked Estep 
Score: -19091000.000000 Penalty: 5905.312500
	Iteration 104Q: 3 clusters Score -1.9091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 147271 members 
Entering Unmasked Estep 
Score: -19090998.000000 Penalty: 5905.312500
	Iteration 105Q: 3 clusters Score -1.9091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 147273 members 
Entering Unmasked Estep 
Score: -19090992.000000 Penalty: 5905.312500
	Iteration 106Q: 3 clusters Score -1.909099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 147277 members 
Entering Unmasked Estep 
Score: -19091004.000000 Penalty: 5905.312500
	Iteration 107Q: 3 clusters Score -1.9091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 147281 members 
Entering Unmasked Estep 
Score: -19090998.000000 Penalty: 5905.312500
	Iteration 108Q: 3 clusters Score -1.9091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 147282 members 
Entering Unmasked Estep 
Score: -19090994.000000 Penalty: 5905.312500
	Iteration 109Q: 3 clusters Score -1.909099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 147283 members 
Entering Unmasked Estep 
Score: -19090988.000000 Penalty: 5905.312500
	Iteration 110Q: 3 clusters Score -1.909099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 147283 members 
Entering Unmasked Estep 
Score: -19090988.000000 Penalty: 5905.312500
	Iteration 111F: 3 clusters Score -1.909099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -55036.730469 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -55036.73 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 252 members 
Entering Unmasked Estep 
Score: -53533.117188 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -53533.12 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53767.222656 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -53767.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53840.644531 Penalty: 3081.452637
	Iteration 2Q: 3 clusters Score -53840.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53950.562500 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -53950.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54060.003906 Penalty: 3081.452637
	Iteration 4F: 3 clusters Score -54060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54158.332031 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -54158.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54277.054688 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -54277.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54393.671875 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -54393.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54483.539062 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -54483.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54533.496094 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -54533.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54551.238281 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -54551.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54551.238281 Penalty: 3081.452637
	Iteration 11F: 3 clusters Score -54551.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -28831.234375 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -28831.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27539.566406 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -27539.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27672.214844 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -27672.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27736.230469 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -27736.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27776.681641 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -27776.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27784.322266 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -27784.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27792.990234 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -27792.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27792.990234 Penalty: 2793.081055
	Iteration 6F: 3 clusters Score -27792.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -71268.179688 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -71268.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69670.781250 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -69670.78 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70034.453125 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -70034.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70204.132812 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -70204.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70329.273438 Penalty: 3217.891357
	Iteration 3F: 3 clusters Score -70329.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -70454.750000 Penalty: 3217.891357
	Iteration 4F: 3 clusters Score -70454.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70607.593750 Penalty: 3217.891357
	Iteration 5F: 3 clusters Score -70607.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -70796.382812 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -70796.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -70976.656250 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -70976.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71086.335938 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -71086.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71111.101562 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -71111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71116.429688 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -71116.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71118.335938 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -71118.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71125.953125 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -71125.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71130.664062 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -71130.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71134.953125 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -71134.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71139.304688 Penalty: 3217.891357
	Iteration 15Q: 3 clusters Score -71139.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71144.578125 Penalty: 3217.891357
	Iteration 16Q: 3 clusters Score -71144.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -71157.156250 Penalty: 3217.891357
	Iteration 17Q: 3 clusters Score -71157.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71166.632812 Penalty: 3217.891357
	Iteration 18Q: 3 clusters Score -71166.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71175.312500 Penalty: 3217.891357
	Iteration 19Q: 3 clusters Score -71175.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71204.984375 Penalty: 3217.891357
	Iteration 20F: 3 clusters Score -71204.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71283.820312 Penalty: 3217.891357
	Iteration 21Q: 3 clusters Score -71283.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71360.945312 Penalty: 3217.891357
	Iteration 22Q: 3 clusters Score -71360.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71593.156250 Penalty: 3217.891357
	Iteration 23Q: 3 clusters Score -71593.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71634.218750 Penalty: 3217.891357
	Iteration 24Q: 3 clusters Score -71634.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71670.804688 Penalty: 3217.891357
	Iteration 25Q: 3 clusters Score -71670.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71694.296875 Penalty: 3217.891357
	Iteration 26Q: 3 clusters Score -71694.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71715.570312 Penalty: 3217.891357
	Iteration 27Q: 3 clusters Score -71715.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71729.046875 Penalty: 3217.891357
	Iteration 28Q: 3 clusters Score -71729.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71738.195312 Penalty: 3217.891357
	Iteration 29Q: 3 clusters Score -71738.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71747.101562 Penalty: 3217.891357
	Iteration 30Q: 3 clusters Score -71747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71760.773438 Penalty: 3217.891357
	Iteration 31Q: 3 clusters Score -71760.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71764.070312 Penalty: 3217.891357
	Iteration 32Q: 3 clusters Score -71764.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71779.335938 Penalty: 3217.891357
	Iteration 33F: 3 clusters Score -71779.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -71842.593750 Penalty: 3217.891357
	Iteration 34Q: 3 clusters Score -71842.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -71855.960938 Penalty: 3217.891357
	Iteration 35Q: 3 clusters Score -71855.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -71858.882812 Penalty: 3217.891357
	Iteration 36Q: 3 clusters Score -71858.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -71858.882812 Penalty: 3217.891357
	Iteration 37F: 3 clusters Score -71858.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150528 members 
Mstep: Class 3 contains 4999 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170417 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5124 members 
Mstep: Class 10 contains 156981 members 
Mstep: Class 11 contains 73333 members 
Mstep: Class 12 contains 158079 members 
Mstep: Class 13 contains 8832 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149590 members 
Mstep: Class 16 contains 57270 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 38827 members 
Mstep: Class 19 contains 152423 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148134 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 297 members 
Entering Unmasked Estep 
Score: -161325968.000000 Penalty: 87239.546875
Splitting cluster 24 changes total score from -161327200.000000 to -161325968.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150528 members 
Mstep: Class 3 contains 4999 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170417 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5124 members 
Mstep: Class 10 contains 156981 members 
Mstep: Class 11 contains 73333 members 
Mstep: Class 12 contains 158079 members 
Mstep: Class 13 contains 8832 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149590 members 
Mstep: Class 16 contains 57270 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 38827 members 
Mstep: Class 19 contains 152423 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148134 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327104.000000 Penalty: 83749.968750
Iteration 479Q: 25 clusters Score -1.613271e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150521 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170409 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5121 members 
Mstep: Class 10 contains 156997 members 
Mstep: Class 11 contains 73331 members 
Mstep: Class 12 contains 158081 members 
Mstep: Class 13 contains 8832 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149597 members 
Mstep: Class 16 contains 57272 members 
Mstep: Class 17 contains 4046 members 
Mstep: Class 18 contains 38827 members 
Mstep: Class 19 contains 152425 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148131 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327184.000000 Penalty: 83749.968750
Iteration 480F: 25 clusters Score -1.613272e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150509 members 
Mstep: Class 3 contains 4990 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170395 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5119 members 
Mstep: Class 10 contains 157013 members 
Mstep: Class 11 contains 73331 members 
Mstep: Class 12 contains 158095 members 
Mstep: Class 13 contains 8832 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149607 members 
Mstep: Class 16 contains 57270 members 
Mstep: Class 17 contains 4046 members 
Mstep: Class 18 contains 38828 members 
Mstep: Class 19 contains 152417 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148132 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327184.000000 Penalty: 83749.968750
Iteration 481Q: 25 clusters Score -1.613272e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150505 members 
Mstep: Class 3 contains 4989 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170387 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5116 members 
Mstep: Class 10 contains 157025 members 
Mstep: Class 11 contains 73329 members 
Mstep: Class 12 contains 158101 members 
Mstep: Class 13 contains 8833 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149611 members 
Mstep: Class 16 contains 57271 members 
Mstep: Class 17 contains 4046 members 
Mstep: Class 18 contains 38828 members 
Mstep: Class 19 contains 152420 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148123 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327392.000000 Penalty: 83749.968750
Iteration 482Q: 25 clusters Score -1.613274e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150509 members 
Mstep: Class 3 contains 4987 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170379 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 157026 members 
Mstep: Class 11 contains 73329 members 
Mstep: Class 12 contains 158115 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149614 members 
Mstep: Class 16 contains 57271 members 
Mstep: Class 17 contains 4046 members 
Mstep: Class 18 contains 38832 members 
Mstep: Class 19 contains 152405 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148121 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327488.000000 Penalty: 83749.968750
Iteration 483Q: 25 clusters Score -1.613275e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150504 members 
Mstep: Class 3 contains 4983 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170363 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5112 members 
Mstep: Class 10 contains 157030 members 
Mstep: Class 11 contains 73331 members 
Mstep: Class 12 contains 158142 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149622 members 
Mstep: Class 16 contains 57270 members 
Mstep: Class 17 contains 4045 members 
Mstep: Class 18 contains 38834 members 
Mstep: Class 19 contains 152391 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148121 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327408.000000 Penalty: 83749.968750
Iteration 484Q: 25 clusters Score -1.613274e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150496 members 
Mstep: Class 3 contains 4982 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170347 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5109 members 
Mstep: Class 10 contains 157034 members 
Mstep: Class 11 contains 73331 members 
Mstep: Class 12 contains 158153 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149626 members 
Mstep: Class 16 contains 57269 members 
Mstep: Class 17 contains 4045 members 
Mstep: Class 18 contains 38839 members 
Mstep: Class 19 contains 152385 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148131 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327376.000000 Penalty: 83749.968750
Iteration 485Q: 25 clusters Score -1.613274e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150490 members 
Mstep: Class 3 contains 4983 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170340 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5104 members 
Mstep: Class 10 contains 157028 members 
Mstep: Class 11 contains 73330 members 
Mstep: Class 12 contains 158158 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149641 members 
Mstep: Class 16 contains 57271 members 
Mstep: Class 17 contains 4045 members 
Mstep: Class 18 contains 38841 members 
Mstep: Class 19 contains 152382 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148134 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327440.000000 Penalty: 83749.968750
Iteration 486Q: 25 clusters Score -1.613274e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150493 members 
Mstep: Class 3 contains 4983 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170331 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5099 members 
Mstep: Class 10 contains 157033 members 
Mstep: Class 11 contains 73326 members 
Mstep: Class 12 contains 158153 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149655 members 
Mstep: Class 16 contains 57266 members 
Mstep: Class 17 contains 4044 members 
Mstep: Class 18 contains 38846 members 
Mstep: Class 19 contains 152387 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148131 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327456.000000 Penalty: 83749.968750
Iteration 487Q: 25 clusters Score -1.613275e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150495 members 
Mstep: Class 3 contains 4980 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170328 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5099 members 
Mstep: Class 10 contains 157029 members 
Mstep: Class 11 contains 73322 members 
Mstep: Class 12 contains 158150 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149669 members 
Mstep: Class 16 contains 57265 members 
Mstep: Class 17 contains 4044 members 
Mstep: Class 18 contains 38847 members 
Mstep: Class 19 contains 152380 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148138 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327408.000000 Penalty: 83749.968750
Iteration 488Q: 25 clusters Score -1.613274e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150494 members 
Mstep: Class 3 contains 4980 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170321 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5099 members 
Mstep: Class 10 contains 157035 members 
Mstep: Class 11 contains 73321 members 
Mstep: Class 12 contains 158152 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149672 members 
Mstep: Class 16 contains 57263 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 38846 members 
Mstep: Class 19 contains 152375 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148144 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327344.000000 Penalty: 83749.968750
Iteration 489Q: 25 clusters Score -1.613273e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150489 members 
Mstep: Class 3 contains 4981 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170310 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5099 members 
Mstep: Class 10 contains 157044 members 
Mstep: Class 11 contains 73323 members 
Mstep: Class 12 contains 158152 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149669 members 
Mstep: Class 16 contains 57260 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 38848 members 
Mstep: Class 19 contains 152381 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148147 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327536.000000 Penalty: 83749.968750
Iteration 490Q: 25 clusters Score -1.613275e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150496 members 
Mstep: Class 3 contains 4981 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170305 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5099 members 
Mstep: Class 10 contains 157047 members 
Mstep: Class 11 contains 73319 members 
Mstep: Class 12 contains 158149 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149670 members 
Mstep: Class 16 contains 57258 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 38851 members 
Mstep: Class 19 contains 152382 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148146 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327472.000000 Penalty: 83749.968750
Iteration 491Q: 25 clusters Score -1.613275e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150502 members 
Mstep: Class 3 contains 4981 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170300 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5099 members 
Mstep: Class 10 contains 157050 members 
Mstep: Class 11 contains 73320 members 
Mstep: Class 12 contains 158151 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149665 members 
Mstep: Class 16 contains 57255 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 38856 members 
Mstep: Class 19 contains 152379 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148146 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327424.000000 Penalty: 83749.968750
Iteration 492Q: 25 clusters Score -1.613274e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150493 members 
Mstep: Class 3 contains 4981 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170290 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5098 members 
Mstep: Class 10 contains 157060 members 
Mstep: Class 11 contains 73318 members 
Mstep: Class 12 contains 158161 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149663 members 
Mstep: Class 16 contains 57251 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 38864 members 
Mstep: Class 19 contains 152373 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148154 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327312.000000 Penalty: 83749.968750
Iteration 493Q: 25 clusters Score -1.613273e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150492 members 
Mstep: Class 3 contains 4981 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170284 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5097 members 
Mstep: Class 10 contains 157054 members 
Mstep: Class 11 contains 73319 members 
Mstep: Class 12 contains 158168 members 
Mstep: Class 13 contains 8833 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149660 members 
Mstep: Class 16 contains 57251 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 38869 members 
Mstep: Class 19 contains 152376 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148157 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327520.000000 Penalty: 83749.968750
Iteration 494Q: 25 clusters Score -1.613275e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150486 members 
Mstep: Class 3 contains 4980 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170275 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5096 members 
Mstep: Class 10 contains 157053 members 
Mstep: Class 11 contains 73320 members 
Mstep: Class 12 contains 158182 members 
Mstep: Class 13 contains 8832 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149659 members 
Mstep: Class 16 contains 57250 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 38877 members 
Mstep: Class 19 contains 152373 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148157 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327536.000000 Penalty: 83749.968750
Iteration 495Q: 25 clusters Score -1.613275e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150482 members 
Mstep: Class 3 contains 4979 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170269 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5093 members 
Mstep: Class 10 contains 157053 members 
Mstep: Class 11 contains 73323 members 
Mstep: Class 12 contains 158190 members 
Mstep: Class 13 contains 8829 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149662 members 
Mstep: Class 16 contains 57247 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 38886 members 
Mstep: Class 19 contains 152368 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148159 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327472.000000 Penalty: 83749.968750
Iteration 496Q: 25 clusters Score -1.613275e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150476 members 
Mstep: Class 3 contains 4979 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5091 members 
Mstep: Class 10 contains 157055 members 
Mstep: Class 11 contains 73327 members 
Mstep: Class 12 contains 158186 members 
Mstep: Class 13 contains 8829 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149663 members 
Mstep: Class 16 contains 57237 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 38900 members 
Mstep: Class 19 contains 152364 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148166 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327488.000000 Penalty: 83749.968750
Iteration 497Q: 25 clusters Score -1.613275e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150471 members 
Mstep: Class 3 contains 4979 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170261 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5089 members 
Mstep: Class 10 contains 157058 members 
Mstep: Class 11 contains 73330 members 
Mstep: Class 12 contains 158177 members 
Mstep: Class 13 contains 8830 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149664 members 
Mstep: Class 16 contains 57231 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 38912 members 
Mstep: Class 19 contains 152371 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148166 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327472.000000 Penalty: 83749.968750
Iteration 498Q: 25 clusters Score -1.613275e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150463 members 
Mstep: Class 3 contains 4978 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170256 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5087 members 
Mstep: Class 10 contains 157056 members 
Mstep: Class 11 contains 73331 members 
Mstep: Class 12 contains 158182 members 
Mstep: Class 13 contains 8831 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149658 members 
Mstep: Class 16 contains 57228 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 38922 members 
Mstep: Class 19 contains 152378 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148169 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327472.000000 Penalty: 83749.968750
Iteration 499Q: 25 clusters Score -1.613275e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 150459 members 
Mstep: Class 3 contains 4977 members 
Mstep: Class 4 contains 277 members 
Mstep: Class 5 contains 170246 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 5084 members 
Mstep: Class 10 contains 157055 members 
Mstep: Class 11 contains 73330 members 
Mstep: Class 12 contains 158198 members 
Mstep: Class 13 contains 8832 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 149649 members 
Mstep: Class 16 contains 57224 members 
Mstep: Class 17 contains 4043 members 
Mstep: Class 18 contains 38931 members 
Mstep: Class 19 contains 152382 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 148172 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161327440.000000 Penalty: 83749.968750
Iteration 500F: 25 clusters Score -1.613274e+08 nChanged 113
Maximum iterations exceeded
--- Evaluating fit on full set of 3872876 points ---
Entering Unmasked Estep 
Score: -487114656.000000 Penalty: 90288.914062
25->25 Clusters: Score -487114656.000000, best is -487910272.000000

Main iterations: 0 (time per=infms)
Total iterations: 76659 (time per=798.071961ms)
Iterations metric 2: 9050180812800.000000 (time per=6.760019ns)
Iterations metric 3: 271540381810688.000000 (time per=225.304973ps)

That took 61179.398438 seconds.
